id,market,category,question,answer,difficulty,sub-category,formula,data,data_indicator
0,CN,fundamental,德业股份2024年的毛利率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,38.7632,easy,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2024,11206467574.84,6862480940.47
",
1,CN,fundamental,2020年紫光股份的毛利率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.7122,easy,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2020,60083923906.8,48240059774.35
",
2,CN,fundamental,合盛硅业的毛利率在2025年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.2874,easy,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2025,20498545487.94,19004725882.9
",
3,CN,fundamental,对于毛利率，上海莱士在2020年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,61.9752,easy,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2020,2761682036.39,1050123130.86
",
4,CN,fundamental,计算2017年度中航机载的毛利率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.2627,easy,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2017,7023114803.84,4757267783.21
",
5,CN,fundamental,迈瑞医疗2020年的EBIT利润率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,35.3776,easy,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2020,21025846389.0,7438440275.0,0.0
",
6,CN,fundamental,2022年赛力斯的EBIT利润率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-13.4885,easy,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2022,34104996188.52,-4930410009.11,330170794.19
",
7,CN,fundamental,新希望的EBIT利润率在2017年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.6259,easy,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2017,62566848592.71,3211011868.32,308941379.52
",
8,CN,fundamental,对于EBIT利润率，芒果超媒在2016年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9924,easy,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2016,3219279125.21,64142019.33,0.0
",
9,CN,fundamental,计算2024年度智飞生物的EBIT利润率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.9214,easy,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2024,26049233909.14,2162644237.86,161321690.78
",
10,CN,fundamental,中国海油2023年的EBITDA利润率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,58.6507,easy,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2023,416609000000.0,172974000000.0,2423000000.0,67882000000.0,900000000.0,165000000.0
",
11,CN,fundamental,2020年赛轮轮胎的EBITDA利润率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.8737,easy,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,15404989184.81,1721031432.96,262153951.14,665428502.11,28086958.26,76745486.78
",
12,CN,fundamental,中科曙光的EBITDA利润率在2016年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.1841,easy,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,4360148547.55,280838156.23,0.0,56175554.59,18325827.97,1499031.37
",
13,CN,fundamental,对于EBITDA利润率，中远海控在2023年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.0082,easy,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2023,175452975431.13,33079791412.51,3592759562.93,18948943626.66,381163412.12,156755582.84
",
14,CN,fundamental,计算2019年度中国建筑的EBITDA利润率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.1129,easy,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,1419836588000.0,81467846000.0,10476405000.0,8261361000.0,447821000.0,338210000.0
",
15,CN,fundamental,宝信软件2020年的净利率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.9651,easy,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2020,10225041913.62,1427937644.67
",
16,CN,fundamental,2021年藏格矿业的净利率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,39.401,easy,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2021,3622594323.02,1427339931.06
",
17,CN,fundamental,TCL中环的净利率在2022年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.5552,easy,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2022,67010157024.98,7073042749.54
",
18,CN,fundamental,对于净利率，兴业证券在2019年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.4411,easy,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2019,14249535861.49,1915292414.76
",
19,CN,fundamental,计算2021年度天坛生物的净利率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.9916,easy,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2021,4112155621.36,1068813818.4
",
20,CN,fundamental,上海莱士2016年的净资产收益率是？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.7773,easy,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2016,1613153629.12,11708763369.19
",
21,CN,fundamental,2025年盐湖股份的净资产收益率是？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.3156,easy,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2025,8475535262.69,46274967430.36
",
22,CN,fundamental,五粮液的净资产收益率在2022年是多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.4065,easy,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2022,26689983647.2,114027897212.18
",
23,CN,fundamental,对于净资产收益率，国投电力在2019年的值是？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.776,easy,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2019,4755460882.37,40382512223.65
",
24,CN,fundamental,计算2025年度华大九天的净资产收益率。（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1611,easy,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2025,60983525.27,5252047481.67
",
25,CN,fundamental,青岛港2024年的总资产收益率是？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.1351,easy,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2024,5732264385.0,62749753460.0
",
26,CN,fundamental,2024年华电国际的总资产收益率是？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8296,easy,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2024,7509802000.0,265401631000.0
",
27,CN,fundamental,京沪高铁的总资产收益率在2025年是多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.586,easy,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2025,13204724664.79,287938421202.66
",
28,CN,fundamental,对于总资产收益率，中芯国际在2020年的值是？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9654,easy,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2020,4021326000.0,204601654000.0
",
29,CN,fundamental,计算2022年度信达证券的总资产收益率。（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.005,easy,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2022,1318275475.08,65750409154.18
",
30,CN,fundamental,新希望2017年的投入资本回报率是？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.6833,easy,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2016,3271004645.6,0.0,138565989.41,25549076470.56,2081103417.92,846446878.0,1997315051.9,708708263.83,0.0,19269042.86,3134101696.66,10820007.38,0.0,0.0,0.0,0.0,0.0
2017,3211011868.32,308941379.52,278801897.73,26234700397.73,6130678336.62,616535863.4,1997438679.99,182600269.79,0.0,31615608.76,3070521265.39,5525578.31,0.0,0.0,0.0,0.0,0.0
",
31,CN,fundamental,2025年中国石油的投入资本回报率是？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.8383,easy,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2024,241502000000.0,20731000000.0,57755000000.0,1709863000000.0,45955000000.0,74072000000.0,24000000000.0,101757000000.0,109968000000.0,0.0,216246000000.0,2816000000.0,707000000.0,0.0,0.0,9020000000.0,0.0
2025,226149000000.0,17567000000.0,54144000000.0,1830774000000.0,34513000000.0,151062000000.0,15000000000.0,39467000000.0,116365000000.0,0.0,238909000000.0,6175000000.0,1324000000.0,0.0,0.0,9342000000.0,0.0
",
32,CN,fundamental,京东方A的投入资本回报率在2025年是多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.6839,easy,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2024,5085653633.0,4033259880.0,940379751.0,204546171744.0,1563317166.0,100932391740.0,0.0,43506539611.0,631418986.0,0.0,74252625215.0,3116435963.0,441371815.0,0.0,0.0,0.0,0.0
2025,7034201130.0,3292142233.0,2006827561.0,207475756733.0,3655021437.0,101576573473.0,10968768052.0,26670312919.0,687762666.0,0.0,72222940175.0,1670548730.0,536217192.0,0.0,0.0,0.0,0.0
",
33,CN,fundamental,对于投入资本回报率，卫星化学在2022年的值是？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.0447,easy,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2021,6993200380.24,557069969.96,980410929.99,19381480071.23,1422737776.67,13474183315.58,576315694.6,941732380.62,6088323714.87,0.0,9641378850.02,55363187.5,34541827.06,0.0,0.0,0.0,0.0
2022,3445015456.73,858364515.84,334418797.84,22193703597.22,1076584613.37,11981505168.73,0.0,1274083214.65,14305949160.67,0.0,5553659232.5,27561732.76,7000000.0,0.0,30000000.0,0.0,0.0
",
34,CN,fundamental,计算2021年度招商蛇口的投入资本回报率。（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2662,easy,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2020,24109433191.38,4405065423.32,7196131140.76,253357146819.19,17716780730.2,77715025875.13,22640727000.0,37791311776.04,410938717.17,0.0,89305675362.73,0.0,2571081.18,0.0,0.0,0.0,0.0
2021,22842599612.88,4488220982.41,7640862538.18,276755186003.88,3628062315.14,107779676128.58,26104502000.0,33570170014.37,2233119075.21,0.0,79533031631.89,95460998.85,0.0,0.0,0.0,0.0,0.0
",
35,CN,fundamental,康龙化成2018年的存货周转天数是？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.9309,easy,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2017,1520496421.54,93266692.26
2018,1957031166.9,120461661.05
",
36,CN,fundamental,2020年中煤能源的存货周转天数是？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.8696,easy,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2019,93208133000.0,8170403000.0
2020,116436455000.0,7058610000.0
",
37,CN,fundamental,中国海油的存货周转天数在2023年是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.0919,easy,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2022,198223000000.0,6239000000.0
2023,208794000000.0,6451000000.0
",
38,CN,fundamental,对于存货周转天数，亿纬锂能在2019年的值是？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,94.3634,easy,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2018,3318315250.99,1200328696.8
2019,4506351088.81,1129723669.83
",
39,CN,fundamental,计算2023年度海螺水泥的存货周转天数。（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.8423,easy,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2022,103897170309.0,11678994640.0
2023,117745645658.0,10155441636.0
",
40,CN,fundamental,华利集团2023年的应收账款周转天数是？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,62.4207,easy,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2022,20569267348.44,3114675336.4
2023,20113741026.09,3764847381.21
",
41,CN,fundamental,2020年华润微的应收账款周转天数是？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,59.5279,easy,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2019,5742784130.7,1005963323.1
2020,6977259188.03,1269880956.38
",
42,CN,fundamental,三峡能源的应收账款周转天数在2024年是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,500.7075,easy,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2023,26501574113.98,36737568210.63
2024,29717044357.67,44794189111.1
",
43,CN,fundamental,对于应收账款周转天数，上海莱士在2025年的值是？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,83.9472,easy,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2024,8176460048.6,1398534714.31
2025,7348183033.4,1981514873.81
",
44,CN,fundamental,计算2017年度正泰电器的应收账款周转天数。（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,126.5994,easy,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2016,20164545252.65,7381168456.62
2017,23416550017.47,8862787551.65
",
45,CN,fundamental,长春高新2024年的应付账款周转天数是？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,148.3487,easy,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2023,2043949906.12,791065187.26
2024,1922614260.08,771768991.37
",
46,CN,fundamental,2024年立讯精密的应付账款周转天数是？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,85.1589,easy,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2023,205041300458.59,46401101195.46
2024,240809417980.59,65966328850.58
",
47,CN,fundamental,百利天恒的应付账款周转天数在2021年是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,129.69,easy,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2020,200943930.98,67955332.97
2021,197725103.8,72554087.69
",
48,CN,fundamental,对于应付账款周转天数，今世缘在2023年的值是？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,187.8653,easy,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2022,1845479669.72,1081250907.26
2023,2187172033.51,1170221646.2
",
49,CN,fundamental,计算2024年度上港集团的应付账款周转天数。（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,95.1489,easy,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2023,23506847972.95,6639727935.47
2024,24583672965.35,6177315939.6
",
50,CN,fundamental,中国中车2018年的营业周期是？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,271.7361,easy,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2017,163154065000.0,55234835000.0,211012935000.0,104745796000.0
2018,170526021000.0,55121500000.0,219082641000.0,79680709000.0
",
51,CN,fundamental,2023年新产业的营业周期是？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,352.9437,easy,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2022,906203204.78,839329252.42,3046955734.5,479965455.75
2023,1063651829.98,916787649.24,3929655726.27,631782379.31
",
52,CN,fundamental,山东黄金的营业周期在2018年是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.442,easy,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2017,46412368965.8,3102217624.57,51041303382.75,145729152.43
2018,51370691875.89,3385381939.36,56256475809.05,592270228.99
",
53,CN,fundamental,对于营业周期，片仔癀在2025年的值是？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,405.2272,easy,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2024,6177642772.24,4967131939.5,10787863091.37,862208520.28
2025,5722504066.83,6678981146.15,9001411806.06,805574542.71
",
54,CN,fundamental,计算2020年度恒立液压的营业周期。（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,157.4606,easy,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2019,3369400383.4,997224172.42,5414021975.86,1051770755.73
2020,4391049320.56,1217028164.13,7855038369.93,1764518515.59
",
55,CN,fundamental,中航沈飞2019年的现金周转期是？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,54.6752,easy,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2018,18319023386.21,9770728250.62,20150864638.56,2387267166.27,8770566474.8
2019,21646571261.48,10485832542.58,23760860873.2,4079824103.67,10892530103.57
",
56,CN,fundamental,2025年海螺水泥的现金周转期是？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,53.1676,easy,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2024,71272048885.0,8108520343.0,91029615303.0,9686205189.0,6127054565.0
2025,62589049730.0,7596948434.0,82532050796.0,8725865140.0,5307390156.0
",
57,CN,fundamental,正泰电器的现金周转期在2024年是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,253.3273,easy,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2023,44734170805.82,37943634229.42,57250814312.46,16228249204.15,19336161239.35
2024,49355307123.75,44560792406.95,64519386988.41,16991354923.42,20070369821.94
",
58,CN,fundamental,对于现金周转期，拓普集团在2025年的值是？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-20.7184,easy,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2024,21066746134.44,4000058158.99,26600328450.94,6450255881.75,9338698467.45
2025,23834162657.1,4716826854.45,29581458675.27,7341591205.35,13196235243.62
",
59,CN,fundamental,计算2022年度中国船舶的现金周转期。（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,55.2601,easy,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2021,53408697897.49,32686983385.42,59740426346.26,5017351030.45,29711445061.75
2022,54915580349.8,32390581639.21,59485232361.36,3955397465.25,27021400515.07
",
60,CN,fundamental,中际旭创2023年的存货周转率是？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7554,easy,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2022,6815591676.6,3887952384.13
2023,7181877357.45,4294660216.0
",
61,CN,fundamental,2020年华域汽车的存货周转率是？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.6299,easy,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2019,123195390493.44,11116458345.19
2020,114214268306.77,18822115540.03
",
62,CN,fundamental,中远海控的存货周转率在2018年是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.3967,easy,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2017,82604636637.88,2330220764.04
2018,110604882878.24,4100906309.22
",
63,CN,fundamental,对于存货周转率，中航成飞在2018年的值是？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.4961,easy,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2017,757592114.26,358039200.18
2018,853565058.36,325886764.39
",
64,CN,fundamental,计算2024年度徐工机械的存货周转率。（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.2077,easy,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2023,73532949275.39,32378420106.53
2024,72039456114.93,32883066970.38
",
65,CN,fundamental,温氏股份2025年的应收账款周转率是？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,99.1264,easy,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2024,105583714275.85,1007191976.12
2025,103824483312.07,1087597278.14
",
66,CN,fundamental,2017年中国东航的应收账款周转率是？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,42.5255,easy,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2016,98560000000.0,2660000000.0
2017,101721000000.0,2124000000.0
",
67,CN,fundamental,国电南瑞的应收账款周转率在2023年是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0922,easy,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2022,46828962926.94,22841188300.75
2023,51655248318.66,26538355979.62
",
68,CN,fundamental,对于应收账款周转率，比亚迪在2025年的值是？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.192,easy,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2024,777102455000.0,62298988000.0
2025,803964958000.0,37004685000.0
",
69,CN,fundamental,计算2023年度盐湖股份的应收账款周转率。（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2674,easy,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2022,30739479869.57,6338117111.19
2023,21578504361.18,6870209199.8
",
70,CN,fundamental,中微公司2024年的应付账款周转率是？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.5798,easy,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2023,3519323568.35,1305110382.45
2024,5342977540.4,1679974308.81
",
71,CN,fundamental,2024年泸州老窖的应付账款周转率是？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8507,easy,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2023,3537151403.15,2357223733.21
2024,3888116183.93,1844497206.78
",
72,CN,fundamental,天合光能的应付账款周转率在2024年是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0133,easy,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2023,96389026411.37,39644085590.72
2024,72601793195.73,32476592277.4
",
73,CN,fundamental,对于应付账款周转率，中油资本在2023年的值是？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.2909,easy,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2022,550950598.63,31743588.9
2023,585697382.43,40161345.9
",
74,CN,fundamental,计算2018年度复星医药的应付账款周转率。（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0376,easy,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2017,7608953151.59,1781883469.05
2018,10365308680.07,2333283345.1
",
75,CN,fundamental,伊利股份2021年的总资产周转率是？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2725,easy,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2020,96523963249.92,71154264385.29
2021,110143986386.03,101962339842.65
",
76,CN,fundamental,2018年招商公路的总资产周转率是？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0906,easy,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2017,5340664303.94,65170485622.88
2018,6759340168.24,84084253695.73
",
77,CN,fundamental,洛阳钼业的总资产周转率在2022年是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1439,easy,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2021,173862586154.82,137449772623.15
2022,172990857221.36,165019219538.77
",
78,CN,fundamental,对于总资产周转率，紫光股份在2020年的值是？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0647,easy,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2019,54099057664.94,54702264299.36
2020,60083923906.8,58166971409.45
",
79,CN,fundamental,计算2021年度万华化学的总资产周转率。（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8982,easy,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2020,73432968475.63,133752669388.47
2021,145537817628.55,190309582268.84
",
80,CN,fundamental,中金黄金2021年的固定资产周转率是？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.5953,easy,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2020,47995317805.91,15743254136.7
2021,56102498949.46,15465310072.24
",
81,CN,fundamental,2024年爱尔眼科的固定资产周转率是？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.6237,easy,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2023,20367156738.96,3864318150.3
2024,20982894148.5,5211960189.84
",
82,CN,fundamental,润泽科技的固定资产周转率在2023年是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5639,easy,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2022,2714740688.79,6057040292.82
2023,4350788339.36,9373317892.17
",
83,CN,fundamental,对于固定资产周转率，中航成飞在2025年的值是？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.6701,easy,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2024,65054925106.17,11495255106.7
2025,75358958001.86,11100922090.79
",
84,CN,fundamental,计算2017年度潞安环能的固定资产周转率。（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2105,easy,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2016,14229368334.73,18464763222.5
2017,23543556034.52,20435305077.72
",
85,CN,fundamental,中信特钢2024年的营运资本周转率是？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.4406,easy,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2023,114018799187.96,51249043949.3,49540242832.09
2024,109202941453.9,47360800131.37,42122978909.2
",
86,CN,fundamental,2023年沪电股份的营运资本周转率是？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.1282,easy,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2022,8336030158.0,6726033566.0,3829395011.0
2023,8938309250.0,7840865449.0,5022774290.0
",
87,CN,fundamental,拓普集团的营运资本周转率在2024年是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.7235,easy,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2023,19700560430.0,13491861408.62,11223875501.05
2024,26600328450.94,18683213806.32,13038533723.87
",
88,CN,fundamental,对于营运资本周转率，北方华创在2021年的值是？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.367,easy,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2020,6056043031.2,11013993332.25,7900372959.79
2021,9683478119.38,22322571364.93,11268226934.51
",
89,CN,fundamental,计算2018年度宇通客车的营运资本周转率。（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.3466,easy,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2017,33221948766.65,27431243975.38,18652062045.65
2018,31745844573.3,27967906694.79,17775284216.02
",
90,CN,fundamental,宝丰能源2020年的流动比率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8631,easy,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2020,4863794855.69,5635097517.45
",
91,CN,fundamental,2024年海南机场的流动比率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.962,easy,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2024,21000669820.77,10703637617.93
",
92,CN,fundamental,中芯国际的流动比率在2024年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7269,easy,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2024,106278648000.0,61544471000.0
",
93,CN,fundamental,对于流动比率，格力电器在2020年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.348,easy,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2020,213632987164.66,158478718130.74
",
94,CN,fundamental,计算2019年度鹏鼎控股的流动比率。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8485,easy,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2019,16423817019.51,8884985098.4
",
95,CN,fundamental,中国海油2019年的速动比率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.243,easy,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2019,205932729100.0,88994558600.0,6313659500.0
",
96,CN,fundamental,2017年万科A的速动比率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.495,easy,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2017,1017552832148.3,847355429875.81,598087657618.33
",
97,CN,fundamental,小商品城的速动比率在2021年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5012,easy,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2021,8899237780.17,15105912872.48,1327402567.99
",
98,CN,fundamental,对于速动比率，卫星化学在2017年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.5203,easy,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2017,5214596665.44,2928917779.24,761853125.14
",
99,CN,fundamental,计算2017年度紫金矿业的速动比率。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6107,easy,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2017,28675010591.0,28793593015.0,11089834955.0
",
100,CN,fundamental,招商公路2024年的资产负债率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,44.2218,easy,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2024,70387643088.43,159169493582.77
",
101,CN,fundamental,2025年中国通号的资产负债率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,55.6541,easy,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2025,65850838896.19,118321690651.9
",
102,CN,fundamental,贵州茅台的资产负债率在2017年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,28.6683,easy,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2017,38590489400.0,134610116875.08
",
103,CN,fundamental,对于资产负债率，华润三九在2024年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,36.9883,easy,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2024,14825658953.1,40081972320.77
",
104,CN,fundamental,计算2019年度华域汽车的资产负债率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,57.8074,easy,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2019,80425897714.82,139127432129.36
",
105,CN,fundamental,领益智造2022年的产权比率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0972,easy,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2022,18935089680.03,17256920161.92
",
106,CN,fundamental,2024年南山铝业的产权比率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2497,easy,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2024,14039640187.82,56224321931.44
",
107,CN,fundamental,四川路桥的产权比率在2020年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.49,easy,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2020,90747288819.15,26001839095.99
",
108,CN,fundamental,对于产权比率，国投资本在2023年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.7632,easy,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2023,221305474823.82,58808551826.04
",
109,CN,fundamental,计算2018年度宝钢股份的产权比率。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7716,easy,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2018,146273891507.45,189576167578.07
",
110,CN,fundamental,恒生电子2023年的净债务权益比是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3507,easy,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2023,305775473.61,16751703.9,137855003.59,0.0,27316200.4,0.0,0.0,10000000.0,0.0,2421998664.08,1177334633.25,8844722112.75
",
111,CN,fundamental,2018年海螺水泥的净债务权益比是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.2351,easy,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2018,1376933268.0,2751237021.0,2606582305.0,3498750180.0,0.0,44660322.0,0.0,0.0,0.0,37619107062.0,25140194.0,116417873327.0
",
112,CN,fundamental,东方财富的净债务权益比在2022年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.8683,easy,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2022,1317132739.24,3847406646.82,1802166.67,12525775761.61,78591470.96,0.0,10345130755.91,4914252647.01,37961757153.05,64230876969.67,63345654090.03,65164663223.24
",
113,CN,fundamental,对于净债务权益比，华润三九在2021年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.2565,easy,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2021,90035887.5,51414683.25,7966237.4,0.0,88707684.6,272295.36,0.0,0.0,0.0,3065208163.13,1218780611.19,15774466640.45
",
114,CN,fundamental,计算2018年度华电国际的净债务权益比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6321,easy,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2018,27036947000.0,14303043000.0,66755274000.0,7477547000.0,0.0,525952000.0,0.0,64496000.0,0.0,6741217000.0,0.0,67041851000.0
",
115,CN,fundamental,思源电气2024年的利息保障倍数是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,312.2275,easy,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2024,2430534096.78,7809509.99
",
116,CN,fundamental,2022年圣邦股份的利息保障倍数是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,372.8848,easy,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2022,921007698.09,2476594.11
",
117,CN,fundamental,华勤技术的利息保障倍数在2019年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.7287,easy,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2019,542216755.55,145417705.78
",
118,CN,fundamental,对于利息保障倍数，浪潮信息在2017年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.8812,easy,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2017,505963441.71,175605995.99
",
119,CN,fundamental,计算2022年度深南电路的利息保障倍数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.6984,easy,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2022,1720463891.82,92011499.06
",
120,CN,fundamental,传音控股2022年的净债务/EBITDA是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-4.548,easy,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2022,1234715636.6,69546631.02,250161006.48,0.0,150194951.74,0.0,0.0,1553063.33,0.0,9214926680.63,7622244780.85,2993491372.47,66852998.92,224341050.89,23631454.99,18652737.87
",
121,CN,fundamental,2025年中金公司的净债务/EBITDA是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-11.3155,easy,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2025,0.0,0.0,0.0,136950119652.0,3724406538.0,0.0,0.0,38945097041.0,112569758795.0,149701877194.0,295356608130.0,11712746737.0,0.0,1214023301.0,413342451.0,169630697.0
",
122,CN,fundamental,紫光国微的净债务/EBITDA在2024年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.9063,easy,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2024,0.0,169288585.04,199500000.0,1407230376.52,14405483.37,0.0,0.0,0.0,0.0,2461114778.52,785209035.61,1281735688.84,64600664.21,156901725.1,78024842.54,25200196.55
",
123,CN,fundamental,对于净债务/EBITDA，科伦药业在2019年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8505,easy,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,3175114271.0,5244344993.0,801741735.0,1344814915.0,0.0,0.0,0.0,0.0,0.0,2253425441.0,0.0,1256293926.0,584825823.0,973143293.0,97260418.0,4669925.0
",
124,CN,fundamental,计算2023年度紫光股份的净债务/EBITDA。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3356,easy,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2023,6282709107.4,868627780.7,5086117495.61,0.0,1068804399.81,0.0,0.0,0.0,0.0,14710814862.2,314222422.37,3760213537.13,317701729.59,822229005.28,130109660.87,91445394.88
",
125,CN,fundamental,恒瑞医药2018年的营业收入增长率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.8916,easy,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2017,13835629369.98
2018,17417901050.02
",
126,CN,fundamental,2021年顺丰控股的营业收入增长率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.5483,easy,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2020,153986870000.0
2021,207186647000.0
",
127,CN,fundamental,中国广核的营业收入增长率在2017年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,38.171,easy,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2016,33026794633.05
2017,45633453920.64
",
128,CN,fundamental,对于营业收入增长率，盐湖股份在2024年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-29.8648,easy,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2023,21578504361.18
2024,15134119500.89
",
129,CN,fundamental,计算2018年度中国人保的营业收入增长率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2077,easy,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2017,488141000000.0
2018,503799000000.0
",
130,CN,fundamental,铜陵有色2023年的EBITDA增长率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-9.5907,easy,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2022,7339976452.81,896149431.69,2254383699.22,159129388.0,0.0
2023,5391665154.49,1028320327.39,2956828351.95,251454425.86,0.0
",
131,CN,fundamental,2019年龙源电力的EBITDA增长率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.1168,easy,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,5833972058.53,3564271989.93,7243016550.68,103089980.19,9529405.99
2019,6430368620.38,3384520738.08,7046041212.9,572036615.11,10642851.66
",
132,CN,fundamental,新和成的EBITDA增长率在2019年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-20.6227,easy,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,3639700078.3,86313025.06,433561544.29,24041742.9,203636.4
2019,2565343560.67,192610308.63,532632605.17,29228263.27,1189468.66
",
133,CN,fundamental,对于EBITDA增长率，传音控股在2020年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,45.8785,easy,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,2182106072.79,1049036.64,78382817.93,22029031.93,18520373.29
2020,3201039225.51,8366055.77,99894730.62,26380640.29,22569761.7
",
134,CN,fundamental,计算2021年度中国联通的EBITDA增长率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.1906,easy,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,15959508916.0,1455970442.0,74509675347.0,5326560929.0,1437427468.0
2021,17807323798.0,1229336920.0,77902355605.0,4433659453.0,1452101458.0
",
135,CN,fundamental,新希望2021年的净利润增长率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-262.5049,easy,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2020,5847677507.73
2021,-9502760085.95
",
136,CN,fundamental,2017年公牛集团的净利润增长率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-8.6697,easy,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2016,1407450173.96
2017,1285428479.45
",
137,CN,fundamental,云南白药的净利润增长率在2023年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,45.1397,easy,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2022,2840409694.19
2023,4122561096.49
",
138,CN,fundamental,对于净利润增长率，紫光股份在2021年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.754,easy,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2020,3064460359.72
2021,3792391852.96
",
139,CN,fundamental,计算2022年度国电南瑞的净利润增长率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.2638,easy,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2021,6042805375.13
2022,6904736373.07
",
140,CN,fundamental,石头科技2018年的每股收益增长率是？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-88.9813,easy,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2017,66996182.0,1200000.0
2018,307587781.0,50000000.0
",
141,CN,fundamental,2022年格力电器的每股收益增长率是？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.5971,easy,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2021,23063732372.62,5914469040.0
2022,24506623782.46,5631405741.0
",
142,CN,fundamental,豪威集团的每股收益增长率在2020年是多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,478.5314,easy,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2019,465632238.67,863662098.0
2020,2706109337.61,867599383.0
",
143,CN,fundamental,对于每股收益增长率，国轩高科在2025年的值是？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,96.1694,easy,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2024,1206790129.59,1801996317.0
2025,2383271938.21,1814113804.0
",
144,CN,fundamental,计算2021年度洛阳钼业的每股收益增长率。（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,119.2565,easy,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2020,2328787511.92,4319848116.6
2021,5106017249.81,4319848116.6
",
145,CN,fundamental,云铝股份2023年的公司自由现金流是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5269200911.3725,easy,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2023,5870990366.26,733022450.94,154179149.45,825031590.19,5543529089.23
",
146,CN,fundamental,2018年浙能电力的公司自由现金流是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5891699006.7012,easy,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2018,6774212687.19,2091207205.08,1400049430.21,684180874.22,5005787723.22
",
147,CN,fundamental,信达证券的公司自由现金流在2024年是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10198228645.48,easy,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2024,10285064057.63,86835412.15,0.0,121482648.22,1536167746.44
",
148,CN,fundamental,对于公司自由现金流，深南电路在2024年的值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,530037226.8167,easy,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2024,2982221520.41,2526460850.35,79994828.67,144635732.74,2023357901.76
",
149,CN,fundamental,计算2018年度中国国航的公司自由现金流。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21511029061.1373,easy,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2018,31418890000.0,12307679000.0,2914097000.0,1757368000.0,9957905000.0
",
150,CN,fundamental,润泽科技2018年的股权自由现金流是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-19601877.86,easy,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2018,-55575707.3,23079845.5,238782396.35,0.0,179728721.41
",
151,CN,fundamental,2024年天齐锂业的股权自由现金流是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4077874164.79,easy,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2024,5554189376.65,4524444097.87,9680944122.54,0.0,6632815236.53
",
152,CN,fundamental,新希望的股权自由现金流在2020年是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-13969234422.09,easy,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2020,5658169507.13,34250094088.62,50208226294.24,0.0,35585536134.84
",
153,CN,fundamental,对于股权自由现金流，巨化股份在2019年的值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,56402899.49,easy,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2019,1882399343.8,1757428333.14,94600000.0,0.0,163168111.17
",
154,CN,fundamental,计算2021年度中科曙光的股权自由现金流。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1473745133.88,easy,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2021,-522882997.36,1629094517.39,949232380.87,0.0,271000000.0
",
155,CN,fundamental,东鹏饮料2023年的经营现金流利润率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,29.1337,easy,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2023,3281269652.65,11262794083.29
",
156,CN,fundamental,2018年中国动力的经营现金流利润率是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-3.9708,easy,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2018,-1177789013.13,29661528137.69
",
157,CN,fundamental,中国铁建的经营现金流利润率在2019年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.8174,easy,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2019,40005838000.0,830452157000.0
",
158,CN,fundamental,对于经营现金流利润率，南方航空在2020年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.7763,easy,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2020,9049000000.0,92561000000.0
",
159,CN,fundamental,计算2018年度士兰微的经营现金流利润率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.9513,easy,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2018,240596119.24,3025857115.44
",
160,CN,fundamental,招商蛇口2019年的资本支出占收入比是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.3016,easy,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2019,8108375383.34,97672181191.74
",
161,CN,fundamental,2017年中国中免的资本支出占收入比是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0392,easy,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2017,293907265.52,28282286665.72
",
162,CN,fundamental,国投资本的资本支出占收入比在2024年是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1336.4976,easy,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2024,435026150.59,32549714.45
",
163,CN,fundamental,对于资本支出占收入比，徐工机械在2016年的值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0032,easy,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2016,507270583.28,16891229922.95
",
164,CN,fundamental,计算2016年度今世缘的资本支出占收入比。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.9802,easy,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2016,127213769.33,2554378047.06
",
165,CN,fundamental,三六零2018年的现金流量充裕率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.2382,easy,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2018,3747795000.0,499517000.0,0.0,18263000.0
",
166,CN,fundamental,2022年紫光股份的现金流量充裕率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6059,easy,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2022,4018516037.36,482798694.33,4299937221.02,1849144929.28
",
167,CN,fundamental,金龙鱼的现金流量充裕率在2025年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0897,easy,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2025,15444977000.0,4789184000.0,164900403000.0,2546150000.0
",
168,CN,fundamental,对于现金流量充裕率，长江电力在2025年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2743,easy,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2025,60562925570.41,18488466859.29,168073820413.41,34191120693.3
",
169,CN,fundamental,计算2018年度铜陵有色的现金流量充裕率。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1903,easy,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2018,5664843194.84,1877306657.72,26752500029.93,1143639249.75
",
170,CN,fundamental,华大九天2019年的每股净资产是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8561,easy,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2019,491757927.98,172176706.7
",
171,CN,fundamental,2020年浙商银行的每股净资产是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.2317,easy,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2020,132543000000.0,21269000000.0
",
172,CN,fundamental,中国交建的每股净资产在2016年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.5586,easy,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2016,186957316260.0,16174735425.0
",
173,CN,fundamental,对于每股净资产，亿联网络在2017年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.245,easy,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2017,2874055019.29,149340000.0
",
174,CN,fundamental,计算2022年度白云山的每股净资产。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.6901,easy,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2022,33637858079.22,1625790949.0
",
175,CN,fundamental,巨化股份2023年的每股资本公积金是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7282,easy,per share,资本公积 / 股本,"year,资本公积,股本
2023,4665635332.56,2699746081.0
",
176,CN,fundamental,2025年中国银行的每股资本公积金是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8451,easy,per share,资本公积 / 股本,"year,资本公积,股本
2025,272304000000.0,322212000000.0
",
177,CN,fundamental,中国中免的每股资本公积金在2017年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9679,easy,per share,资本公积 / 股本,"year,资本公积,股本
2017,3842200277.86,1952475544.0
",
178,CN,fundamental,对于每股资本公积金，中国银河在2019年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.4684,easy,per share,资本公积 / 股本,"year,资本公积,股本
2019,25022895958.83,10137258757.0
",
179,CN,fundamental,计算2024年度兆易创新的每股资本公积金。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.5305,easy,per share,资本公积 / 股本,"year,资本公积,股本
2024,8321828404.11,664124105.0
",
180,CN,fundamental,华勤技术2022年的每股未分配利润是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.875,easy,per share,未分配利润 / 股本,"year,未分配利润,股本
2022,6436792034.63,651827169.0
",
181,CN,fundamental,2023年中信证券的每股未分配利润是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.3054,easy,per share,未分配利润 / 股本,"year,未分配利润,股本
2023,93449787059.61,14820546829.0
",
182,CN,fundamental,国投电力的每股未分配利润在2018年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.7331,easy,per share,未分配利润 / 股本,"year,未分配利润,股本
2018,18546854666.09,6786023347.0
",
183,CN,fundamental,对于每股未分配利润，兴业证券在2022年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3611,easy,per share,未分配利润 / 股本,"year,未分配利润,股本
2022,11754033907.47,8635987294.0
",
184,CN,fundamental,计算2016年度古井贡酒的每股未分配利润。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.9561,easy,per share,未分配利润 / 股本,"year,未分配利润,股本
2016,3503069053.49,503600000.0
",
185,CN,fundamental,交通银行2017年的每股经营现金流是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1444,easy,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2017,10727000000.0,74263000000.0
",
186,CN,fundamental,2016年上海莱士的每股经营现金流是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1285,easy,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2016,638223427.35,4965755511.0
",
187,CN,fundamental,京沪高铁的每股经营现金流在2019年是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4216,easy,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2019,18052567210.28,42820854611.0
",
188,CN,fundamental,对于每股经营现金流，渝农商行在2022年的值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.2429,easy,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2022,70901171000.0,11357000000.0
",
189,CN,fundamental,计算2021年度恒生电子的每股经营现金流。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6546,easy,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2021,956789306.14,1461560480.0
",
190,CN,fundamental,华利集团2025年的权益乘数是？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3415,easy,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2024,22764623007.78,17443193573.41
2025,22436514980.12,16250153378.37
",
191,CN,fundamental,2024年顺丰控股的权益乘数是？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.1171,easy,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2023,221490655000.0,103283660000.0
2024,213824213000.0,102335221000.0
",
192,CN,fundamental,中航沈飞的权益乘数在2020年是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0795,easy,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2019,29223855417.98,9322568681.88
2020,32853080760.29,10835360686.84
",
193,CN,fundamental,对于权益乘数，中国太保在2017年的值是？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.9451,easy,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2016,1020692000000.0,134763000000.0
2017,1171224000000.0,141119000000.0
",
194,CN,fundamental,计算2022年度广汽集团的权益乘数。（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6011,easy,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2021,154196563667.0,92594760006.0
2022,189831614551.0,122277429084.0
",
195,CN,fundamental,长电科技2024年的EBIT是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2091985090.44,easy,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2024,1648906851.98,443078238.46
",
196,CN,fundamental,2018年新和成的EBIT是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3726013103.36,easy,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2018,3639700078.3,86313025.06
",
197,CN,fundamental,春秋航空的EBIT在2024年是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3188006510.0,easy,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2024,2653449012.0,534557498.0
",
198,CN,fundamental,对于EBIT，中信特钢在2025年的值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8036562318.05,easy,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2025,7189814589.3,846747728.75
",
199,CN,fundamental,计算2024年度歌尔股份的EBIT。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3346031954.21,easy,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2024,2773837345.1,572194609.11
",
200,CN,fundamental,南方航空2025年的EBITDA是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,41598000000.0,easy,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2025,4811000000.0,5553000000.0,30299000000.0,793000000.0,142000000.0
",
201,CN,fundamental,2020年星宇股份的EBITDA是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1635865931.62,easy,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,1364833542.81,14129171.96,169911160.25,22146781.6,64845275.0
",
202,CN,fundamental,中际旭创的EBITDA在2016年是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,42135250.06,easy,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,10910861.57,0.0,18808306.44,12265049.33,151032.72
",
203,CN,fundamental,对于EBITDA，合盛硅业在2019年的值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2502773052.99,easy,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,1282221502.06,230346568.23,973786609.39,16254460.51,163912.8
",
204,CN,fundamental,计算2019年度软通动力的EBITDA。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1155137202.25,easy,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,776016357.9,184717224.77,69328386.4,38035166.05,87040067.13
",
205,CN,fundamental,交通银行2022年的NOPAT是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,91955000000.0,easy,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2022,98115000000.0,0.0,6160000000.0
",
206,CN,fundamental,2025年沪农商行的NOPAT是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12649418000.0,easy,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2025,14973220000.0,0.0,2323802000.0
",
207,CN,fundamental,宁德时代的NOPAT在2018年是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3917533387.1792,easy,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2018,4204813251.93,204435332.83,468916764.21
",
208,CN,fundamental,对于NOPAT，中芯国际在2025年的值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9674657282.0688,easy,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2025,7785646000.0,2663015000.0,576736000.0
",
209,CN,fundamental,计算2018年度中航成飞的NOPAT。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,177267339.17,easy,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2018,197233562.84,0.0,19966223.67
",
210,CN,fundamental,"2020-2024年的毛利率的平均值, 紫光国微与山西焦煤之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",1.698,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
紫光国微,2020,3270255229.79,1558907761.74
紫光国微,2021,5342115108.65,2164686340.0
紫光国微,2022,7119905165.64,2577367760.76
紫光国微,2023,7576015885.07,2950908741.61
紫光国微,2024,5511073894.21,2437394079.21
山西焦煤,2020,33756582333.29,24898019255.95
山西焦煤,2021,54170210466.8,35347395195.81
山西焦煤,2022,65183452996.11,37676919495.79
山西焦煤,2023,55522870893.68,34613888588.28
山西焦煤,2024,45290384448.09,31080097738.94
","corporate,year,毛利率
山西焦煤,2020,26.242476178057515
山西焦煤,2021,34.74753948487276
山西焦煤,2022,42.198644343007615
山西焦煤,2023,37.658323441953016
山西焦煤,2024,31.37594631248329
紫光国微,2020,52.33070044382727
紫光国微,2021,59.478852552336036
紫光国微,2022,63.80053243969965
紫光国微,2023,61.049332704999536
紫光国微,2024,55.77279263537447
"
211,CN,fundamental,潞安环能与华能水电在2017至2019年毛利率最大值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7275,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
潞安环能,2017,23543556034.52,13937261855.23
潞安环能,2018,26682190404.55,16289849349.58
潞安环能,2019,26791159017.4,16412625401.02
华能水电,2017,12847346065.58,6740372964.64
华能水电,2018,15516479019.57,7615809533.75
华能水电,2019,20800941121.1,9134849012.27
","corporate,year,毛利率
华能水电,2017,47.53489996896334
华能水电,2018,50.917927165405
华能水电,2019,56.084443684118604
潞安环能,2017,40.80222276195266
潞安环能,2018,38.94860540833948
潞安环能,2019,38.73865109620482
"
212,CN,fundamental,2018到2022年，藏格矿业的毛利率平均值是宝信软件的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9953,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
藏格矿业,2018,2680568343.25,848454313.75
藏格矿业,2019,2018557840.82,843962517.52
藏格矿业,2020,1903487124.97,1288437603.84
藏格矿业,2021,3622594323.02,1491573298.97
藏格矿业,2022,8193913458.11,1475032302.96
宝信软件,2018,5819459135.18,4326942790.02
宝信软件,2019,6849043376.68,4791831808.02
宝信软件,2020,10225041913.62,7264981152.18
宝信软件,2021,11759361474.51,7935293088.83
宝信软件,2022,13149886848.21,8805542710.1
","corporate,year,毛利率
宝信软件,2018,25.6469941705989
宝信软件,2019,30.036480359644198
宝信软件,2020,28.94913083434043
宝信软件,2021,32.519353996976655
宝信软件,2022,33.03712182665179
藏格矿业,2018,68.3479693443925
藏格矿业,2019,58.18982738799515
藏格矿业,2020,32.311724784568405
藏格矿业,2021,58.825825748919634
藏格矿业,2022,81.99843932327508
"
213,CN,fundamental,在2017-2021年间，毛利率的平均值，洋河股份相对中远海能的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.8342,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
洋河股份,2017,19917942238.16,6681148562.16
洋河股份,2018,24159801994.68,6353242198.27
洋河股份,2019,23126476885.07,6626362251.24
洋河股份,2020,21101051131.79,5851904596.71
洋河股份,2021,25350178204.45,6255397564.1
中远海能,2017,9778392035.65,7555915961.86
中远海能,2018,12286002132.16,10368270583.33
中远海能,2019,13880075062.56,11247011357.26
中远海能,2020,16384757725.42,11627998603.99
中远海能,2021,12698667710.66,11769580474.25
","corporate,year,毛利率
中远海能,2017,22.72844109427512
中远海能,2018,15.609077128597598
中远海能,2019,18.970097016279137
中远海能,2020,29.03161097127585
中远海能,2021,7.316415056912389
洋河股份,2017,66.45663250614388
洋河股份,2018,73.7032522051754
洋河股份,2019,71.34729044907895
洋河股份,2020,72.26723654589058
洋河股份,2021,75.32404895283173
"
214,CN,fundamental,分别统计江西铜业和广汽集团在2022-2024年的毛利率的最大值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5609,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
江西铜业,2022,479938045193.0,465609468267.0
江西铜业,2023,521892512166.0,507899464795.0
江西铜业,2024,516608964177.0,498244870652.0
广汽集团,2022,109600170277.0,102653650355.0
广汽集团,2023,128757302754.0,120973712653.0
广汽集团,2024,106797859228.0,100599931912.0
","corporate,year,毛利率
广汽集团,2022,6.338055775318219
广汽集团,2023,6.045163990326128
广汽集团,2024,5.803419058024566
江西铜业,2022,2.9855055396239685
江西铜业,2023,2.681212518824027
江西铜业,2024,3.5547376833182693
"
215,CN,fundamental,"2020-2022年的EBIT利润率的最大值, 川投能源与山西汾酒之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",8.4439,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
川投能源,2020,1031120302.57,3249950846.02,362740551.17
川投能源,2021,1263333300.61,3180103980.29,410367978.43
川投能源,2022,1420414976.88,3614302991.73,528431708.26
山西汾酒,2020,13989804850.8,4236616296.4,6987929.96
山西汾酒,2021,19970986258.92,7090520429.87,992415.11
山西汾酒,2022,26213860718.3,10875909789.59,1040628.58
","corporate,year,EBIT利润率
山西汾酒,2020,30.333548406269102
山西汾酒,2021,35.50907678288843
山西汾酒,2022,41.49312661364969
川投能源,2020,350.3656545395918
川投能源,2021,284.20623100699885
川投能源,2022,291.6566473475017
"
216,CN,fundamental,山西焦煤与昆仑万维在2018至2020年EBIT利润率最大值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1033,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
山西焦煤,2018,32271005488.06,3230101991.44,919990474.27
山西焦煤,2019,36007526834.78,3635862552.91,831942178.5
山西焦煤,2020,33756582333.29,3109492366.31,729779998.75
昆仑万维,2018,3577178500.67,1503901612.43,163729539.48
昆仑万维,2019,3687883695.82,1483027574.39,150171885.52
昆仑万维,2020,4629822235.08,5674508406.7,91763844.74
","corporate,year,EBIT利润率
山西焦煤,2018,12.860127544663891
山西焦煤,2019,12.407974454647928
山西焦煤,2020,11.373403643631878
昆仑万维,2018,46.6186172034092
昆仑万维,2019,44.28554679642245
昆仑万维,2020,124.54629915915902
"
217,CN,fundamental,2021到2023年，中国能建的EBIT利润率最大值是徐工机械的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5777,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
中国能建,2021,322318565000.0,13050383000.0,3362582000.0
中国能建,2022,366395814000.0,13677064000.0,5618003000.0
中国能建,2023,406031848000.0,14010567000.0,5899961000.0
徐工机械,2021,116796193605.64,9229901319.44,1417051278.14
徐工机械,2022,93817122393.59,5012731082.26,1532506118.96
徐工机械,2023,92848220501.93,5677633345.29,1653489976.46
","corporate,year,EBIT利润率
中国能建,2021,5.092156264719037
中国能建,2022,5.266181070507535
中国能建,2023,4.903686274383087
徐工机械,2021,9.11583868351842
徐工机械,2022,6.976591302556515
徐工机械,2023,7.89581456932458
"
218,CN,fundamental,在2020-2022年间，EBIT利润率的平均值，科大讯飞相对中航成飞的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4653,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
科大讯飞,2020,13024657865.85,1456636437.62,62416780.1
科大讯飞,2021,18313605605.92,1496687629.72,65801690.75
科大讯飞,2022,18820234052.91,247751731.36,65047181.27
中航成飞,2020,1759918751.88,307530560.5,0.0
中航成飞,2021,1942801971.79,349784330.36,1289174.33
中航成飞,2022,1905000855.86,213625605.16,4035120.0
","corporate,year,EBIT利润率
中航成飞,2020,17.47413397189423
中航成飞,2021,18.07047294514214
中航成飞,2022,11.425754717665914
科大讯飞,2020,11.662903036423561
科大讯飞,2021,8.531849784757375
科大讯飞,2022,1.662035189098165
"
219,CN,fundamental,分别统计顺丰控股和紫光股份在2016-2020年的EBIT利润率的最大值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2519,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
顺丰控股,2016,57482698073.15,5190731373.2,0.0
顺丰控股,2017,71272633122.78,6513445120.47,561346225.08
顺丰控股,2018,90942694239.83,5867406701.01,644167308.71
顺丰控股,2019,112193396064.26,7426311085.12,900620301.08
顺丰控股,2020,153986870000.0,10038657000.0,1016748000.0
紫光股份,2016,27709709064.34,1151214224.25,0.0
紫光股份,2017,39072173567.27,2992763456.23,105296644.91
紫光股份,2018,48338071477.87,3201608218.66,157995611.66
紫光股份,2019,54099057664.94,3611158964.6,246423622.76
紫光股份,2020,60083923906.8,3615354497.33,305170255.2
","corporate,year,EBIT利润率
紫光股份,2016,4.154551827220421
紫光股份,2017,7.929070277613592
紫光股份,2018,6.95022314214187
紫光股份,2019,7.130591093197515
紫光股份,2020,6.525081082606015
顺丰控股,2016,9.03007608758117
顺丰控股,2017,9.92637852085862
顺丰控股,2018,7.160084781024817
顺丰控股,2019,7.421944319637726
顺丰控股,2020,7.179446533331056
"
220,CN,fundamental,"2020-2022年的EBITDA利润率的最小值, 京东方A与招商轮船之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.7076,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
京东方A,2020,135552569729.0,6092836662.0,3497697709.0,21680555167.0,758817609.0,123440347.0
京东方A,2021,221035718012.0,35084376259.0,4866778333.0,33432161074.0,1185263603.0,130732527.0
京东方A,2022,178413731179.0,51218939.0,3572211438.0,33422031705.0,995315014.0,83058206.0
招商轮船,2020,21610397166.45,3259401215.34,691823666.9,2204219446.86,7107457.53,363176923.54
招商轮船,2021,24412230326.4,4342887937.67,586336850.3,2442946142.18,7739421.09,498326456.48
招商轮船,2022,29708405329.45,5933979401.25,858443699.78,2377422728.2,12296524.35,448305114.18
","corporate,year,EBITDA利润率
京东方A,2020,23.720205052756842
京东方A,2021,33.79513160490405
京东方A,2022,21.36821815791235
招商轮船,2020,30.197171573973435
招商轮船,2021,32.27167981943983
招商轮船,2022,32.416574908560705
"
221,CN,fundamental,亿纬锂能与华勤技术在2023至2025年EBITDA利润率平均值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.5096,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
亿纬锂能,2023,48783587175.86,4828787308.71,479146473.41,1360975007.27,102689151.98,234652112.46
亿纬锂能,2024,48614556525.09,4638264644.15,638953665.47,2457823582.01,133905804.31,166032086.45
亿纬锂能,2025,61469630776.09,4440164576.33,717710192.61,3083783241.38,175505977.32,128455922.49
华勤技术,2023,85338484213.69,2833641027.59,270331269.18,990413675.88,58978416.17,36874534.11
华勤技术,2024,109877987191.16,3034346863.51,244091676.2,1109831375.27,85644972.39,47567148.37
华勤技术,2025,171436926673.4,4448887112.93,308359538.96,1429653584.49,163083509.99,57329647.93
","corporate,year,EBITDA利润率
亿纬锂能,2023,14.36190009679518
亿纬锂能,2024,16.527929815102073
亿纬锂能,2025,13.90218194291483
华勤技术,2023,4.91013985254006
华勤技术,2024,4.115002605457052
华勤技术,2025,3.7374173222939335
"
222,CN,fundamental,2018到2020年，三环集团的EBITDA利润率平均值是时代电气的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.2354,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
三环集团,2018,3750072862.64,1553208220.98,4564226.61,219362922.27,9322287.28,2258805.75
三环集团,2019,2726451719.14,1016583396.65,6684540.08,252389443.75,9744612.45,3965542.81
三环集团,2020,3993974641.28,1678604413.73,3375011.99,263994846.68,10219662.81,4873510.84
时代电气,2018,15657900734.0,2967130929.0,7582970.0,319532096.0,99488686.0,2178813.0
时代电气,2019,16304206791.0,2932612787.0,25539769.0,417640480.0,94660315.0,4891813.0
时代电气,2020,16033898624.0,2836938297.0,16017904.0,458959412.0,115126380.0,12920622.0
","corporate,year,EBITDA利润率
三环集团,2018,47.69817889966991
三环集团,2019,47.29104596602588
三环集团,2020,49.100648406258074
时代电气,2018,21.6881787136766
时代电气,2019,21.315634722680326
时代电气,2020,21.454311865555674
"
223,CN,fundamental,在2021-2025年间，EBITDA利润率的最大值，中国太保相对金山办公的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4345,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中国太保,2021,440643000000.0,30796000000.0,0.0,3268000000.0,866000000.0,399000000.0
中国太保,2022,332140000000.0,42483000000.0,0.0,3254000000.0,980000000.0,428000000.0
中国太保,2023,323945000000.0,32001000000.0,0.0,3185000000.0,1196000000.0,0.0
中国太保,2024,404089000000.0,55563000000.0,0.0,2975000000.0,1205000000.0,0.0
中国太保,2025,435156000000.0,66068000000.0,0.0,3046000000.0,1222000000.0,0.0
金山办公,2021,3280058758.03,1118710945.87,5917385.24,72060744.35,20169463.9,3309754.07
金山办公,2022,3884959481.38,1198242356.16,10327234.18,97371671.86,25979496.93,6996903.76
金山办公,2023,4555968287.39,1389839471.97,9274711.42,90887197.32,24971096.3,8662878.21
金山办公,2024,5120838798.82,1750422726.33,8664291.3,86915398.84,19446866.25,8489518.3
金山办公,2025,5928744673.06,1952785631.71,2502681.28,86424457.24,20852952.44,20490908.76
","corporate,year,EBITDA利润率
中国太保,2021,8.017601550461485
中国太保,2022,14.194315650027098
中国太保,2023,11.230918828813532
中国太保,2024,14.784614280517411
中国太保,2025,16.163398873047825
金山办公,2021,37.19958645383632
金山办公,2022,34.46413455036589
金山办公,2023,33.44262424822216
金山办公,2024,36.59437202850075
金山办公,2025,35.13486827819274
"
224,CN,fundamental,分别统计中海油服和北新建材在2022-2024年的EBITDA利润率的最小值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2275,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中海油服,2022,35658895687.0,2981478582.0,763602431.0,4051230672.0,119913736.0,881543645.0
中海油服,2023,44108616359.0,4242868554.0,969394082.0,4399896161.0,141283723.0,1069464263.0
中海油服,2024,48301581218.0,4667339590.0,759921233.0,5008774743.0,122438932.0,1203478149.0
北新建材,2022,20154701058.91,3296545670.38,110278706.84,725616688.61,74994175.11,23698682.84
北新建材,2023,22425895636.99,3768492086.79,90080097.03,775944924.77,79423007.47,26413528.02
北新建材,2024,25821124419.48,3950184806.54,92303666.1,890635770.19,159237909.8,29948715.77
","corporate,year,EBITDA利润率
中海油服,2022,24.67201772938628
中海油服,2023,24.53694465251952
中海油服,2024,24.351071642799155
北新建材,2022,20.993285444486904
北新建材,2023,21.137856524495312
北新建材,2024,19.837675483007324
"
225,CN,fundamental,"2017-2019年的净利率的最小值, 软通动力与中国中免之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.0326,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
软通动力,2017,7008791219.53,-19101676.74
软通动力,2018,8139253067.76,293096187.29
软通动力,2019,10604725119.66,709276469.25
中国中免,2017,28282286665.72,2934550221.64
中国中免,2018,47007321221.24,3935160115.59
中国中免,2019,48612287758.59,5606597995.32
","corporate,year,净利率
中国中免,2017,10.375929840202309
中国中免,2018,8.371377082027639
中国中免,2019,11.53329385188067
软通动力,2017,-0.27253881791732026
软通动力,2018,3.601020693790307
软通动力,2019,6.688306026292742
"
226,CN,fundamental,福莱特与合盛硅业在2022至2024年净利率平均值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8461,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
福莱特,2022,15460843227.36,2122780428.43
福莱特,2023,21523708522.42,2763026879.52
福莱特,2024,18682602478.36,1016129709.03
合盛硅业,2022,23656904446.79,5141245182.65
合盛硅业,2023,26583562971.87,2583026749.75
合盛硅业,2024,26692250312.09,1702078732.0
","corporate,year,净利率
合盛硅业,2022,21.7325356080035
合盛硅业,2023,9.716631109544227
合盛硅业,2024,6.37667754535128
福莱特,2022,13.730043033315676
福莱特,2023,12.83713202416728
福莱特,2024,5.4389087933920335
"
227,CN,fundamental,2020到2022年，恒立液压的净利率最大值是国泰海通的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8112,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
恒立液压,2020,7855038369.93,2261248560.35
恒立液压,2021,9309218098.53,2699058368.28
恒立液压,2022,8196713892.3,2348854639.27
国泰海通,2020,35200282406.0,11737069905.0
国泰海通,2021,42817138705.0,15302541991.0
国泰海通,2022,35471284791.0,11622803584.0
","corporate,year,净利率
国泰海通,2020,33.34368108080684
国泰海通,2021,35.73929144689212
国泰海通,2022,32.76679616338287
恒立液压,2020,28.787237615621613
恒立液压,2021,28.993394930839607
恒立液压,2022,28.6560525368162
"
228,CN,fundamental,在2019-2021年间，净利率的平均值，中国铁建相对华大九天的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1182,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
中国铁建,2019,830452157000.0,22623691000.0
中国铁建,2020,910324763000.0,25708674000.0
中国铁建,2021,1020010179000.0,29315202000.0
华大九天,2019,257219984.89,57157732.35
华大九天,2020,414802193.31,103558656.06
华大九天,2021,579302046.77,139305915.64
","corporate,year,净利率
中国铁建,2019,2.7242618143985387
中国铁建,2020,2.8241211318119444
中国铁建,2021,2.8740107308282066
华大九天,2019,22.221341928172293
华大九天,2020,24.96579278755309
华大九天,2021,24.04719893822653
"
229,CN,fundamental,分别统计藏格矿业和圆通速递在2017-2021年的净利率的最大值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.4416,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
藏格矿业,2017,3173178484.72,1216946130.06
藏格矿业,2018,2680568343.25,850169479.51
藏格矿业,2019,2018557840.82,308259358.85
藏格矿业,2020,1903487124.97,228887517.0
藏格矿业,2021,3622594323.02,1427339931.06
圆通速递,2017,19982200966.66,1446853640.28
圆通速递,2018,27465144549.14,1931688434.19
圆通速递,2019,31151121008.07,1680785199.36
圆通速递,2020,34907041590.3,1847701089.26
圆通速递,2021,45154953607.39,2187496010.7
","corporate,year,净利率
圆通速递,2017,7.240712085190482
圆通速递,2018,7.033236001120868
圆通速递,2019,5.395584958000633
圆通速递,2020,5.293204479904825
圆通速递,2021,4.8444209016793165
藏格矿业,2017,38.35101416198411
藏格矿业,2018,31.716015808767985
藏格矿业,2019,15.271267070790284
藏格矿业,2020,12.024642247244376
藏格矿业,2021,39.401042561952906
"
230,CN,fundamental,"2017-2019年的净资产收益率的最小值, 紫光国微与华电国际之比是多少？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",7.7756,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
紫光国微,2017,279887242.88,3494639839.91
紫光国微,2018,347973762.41,3794380450.3
紫光国微,2019,405761782.09,4188221621.1
华电国际,2017,430127000.0,41758901000.0
华电国际,2018,1725565000.0,52396107000.0
华电国际,2019,3406920000.0,61510437000.0
","corporate,year,净资产收益率
华电国际,2017,1.0300247125756494
华电国际,2018,3.29330764974581
华电国际,2019,5.538767347726695
紫光国微,2017,8.009044013165264
紫光国微,2018,9.170766267849807
紫光国微,2019,9.688164065764749
"
231,CN,fundamental,华电国际与中国联通在2021至2025年净资产收益率平均值之比是多少？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6342,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
华电国际,2021,-4982427000.0,61915663000.0
华电国际,2022,116280000.0,59492252000.0
华电国际,2023,4522125000.0,69756242000.0
华电国际,2024,5987228000.0,70999217000.0
华电国际,2025,6070315000.0,69162202000.0
中国联通,2021,6305465753.0,149217148845.0
中国联通,2022,7299489574.0,154370434728.0
中国联通,2023,8172679256.0,159240538414.0
中国联通,2024,9029899018.0,164846809431.0
中国联通,2025,9126662570.0,168591217309.0
","corporate,year,净资产收益率
中国联通,2021,4.225697784609081
中国联通,2022,4.728554134644803
中国联通,2023,5.132285621110083
中国联通,2024,5.4777517679404335
中国联通,2025,5.413486369976395
华电国际,2021,-8.047118868774772
华电国际,2022,0.19545402315582203
华电国际,2023,6.48275318501246
华电国际,2024,8.432808491395052
华电国际,2025,8.776925581403553
"
232,CN,fundamental,2019到2023年，中国国航的净资产收益率最小值是格力电器的几倍？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-8.4972,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
中国国航,2019,6408576000.0,93505857000.0
中国国航,2020,-14409429000.0,77582421000.0
中国国航,2021,-16642310000.0,61402519000.0
中国国航,2022,-38619499000.0,23609134000.0
中国国航,2023,-1046382000.0,37229962000.0
格力电器,2019,24696641368.84,110153573282.67
格力电器,2020,22175108137.32,115190211206.76
格力电器,2021,23063732372.62,103651654599.87
格力电器,2022,24506623782.46,96758734892.25
格力电器,2023,29017387604.18,116793716103.39
","corporate,year,净资产收益率
中国国航,2019,6.853662653452821
中国国航,2020,-18.573059224331242
中国国航,2021,-27.103627458671525
中国国航,2022,-163.578634438688
中国国航,2023,-2.810591104014557
格力电器,2019,22.420190859777964
格力电器,2020,19.250861601006115
格力电器,2021,22.25119556620076
格力电器,2022,25.32755705182632
格力电器,2023,24.84499044322964
"
233,CN,fundamental,在2016-2018年间，净资产收益率的最小值，招商公路相对中国能建的比值是多少？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8383,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
招商公路,2016,2938634981.19,37307952959.72
招商公路,2017,3368195002.99,43261899382.33
招商公路,2018,3910056977.32,45462649574.95
中国能建,2016,4262953592.27,44393292100.0
中国能建,2017,5200294271.75,48070442000.0
中国能建,2018,4702510258.06,50632684000.0
","corporate,year,净资产收益率
中国能建,2016,9.602697593742997
中国能建,2017,10.818070430369664
中国能建,2018,9.287499469828619
招商公路,2016,7.876698526887107
招商公路,2017,7.785592059246742
招商公路,2018,8.600591944985206
"
234,CN,fundamental,分别统计山金国际和晶科能源在2017-2021年的净资产收益率的平均值，计算两者之比。（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2229,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
山金国际,2017,336703028.44,5035434956.48
山金国际,2018,662572790.77,8340451592.18
山金国际,2019,864165428.85,9047651591.57
山金国际,2020,1242446761.34,9890033887.0
山金国际,2021,1273338698.63,10466435061.23
晶科能源,2017,254206495.69,6722024641.31
晶科能源,2018,273690672.11,7245907628.76
晶科能源,2019,1380813203.39,8802762076.51
晶科能源,2020,1041561740.41,12508813867.68
晶科能源,2021,1141409888.21,13551880080.55
","corporate,year,净资产收益率
山金国际,2017,6.686672181252261
山金国际,2018,7.944087720516569
山金国际,2019,9.551267752785396
山金国际,2020,12.56261379420691
山金国际,2021,12.165925562818705
晶科能源,2017,3.7816953857589515
晶科能源,2018,3.777175836794886
晶科能源,2019,15.68613568546483
晶科能源,2020,8.326622743193617
晶科能源,2021,8.42252057593234
"
235,CN,fundamental,"2019-2023年的总资产收益率的最小值, 圣邦股份与华勤技术之比是多少？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",2.3717,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
圣邦股份,2019,174728483.23,1393471331.54
圣邦股份,2020,283586476.92,1866795966.79
圣邦股份,2021,688961437.31,3048988790.76
圣邦股份,2022,858236417.09,4347929613.02
圣邦股份,2023,269937466.3,4706853231.69
华勤技术,2019,502949465.04,20799432295.48
华勤技术,2020,2190729198.43,32139163015.03
华勤技术,2021,1875000525.18,45239975341.86
华勤技术,2022,2492512657.8,43821039774.27
华勤技术,2023,2655434102.84,51509637668.01
","corporate,year,总资产收益率
华勤技术,2019,2.4180922723996545
华勤技术,2020,6.816385347077947
华勤技术,2021,4.144565754095549
华勤技术,2022,5.687935910784815
华勤技术,2023,5.155217980671516
圣邦股份,2019,12.539079870189951
圣邦股份,2020,15.191080437549568
圣邦股份,2021,22.59639128218203
圣邦股份,2022,19.738967588619335
圣邦股份,2023,5.734987963563052
"
236,CN,fundamental,大全能源与同花顺在2022至2024年总资产收益率平均值之比是多少？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.843,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
大全能源,2022,19120751300.77,52264886233.69
大全能源,2023,5762696245.54,50695054524.79
大全能源,2024,-2718132395.81,44200249316.2
同花顺,2022,1691066996.78,9027537722.88
同花顺,2023,1402476723.6,9844860690.35
同花顺,2024,1823278194.38,10976501567.53
","corporate,year,总资产收益率
同花顺,2022,18.732317146612925
同花顺,2023,14.245775209137465
同花顺,2024,16.610740527505662
大全能源,2022,36.58431631377922
大全能源,2023,11.367373601939866
大全能源,2024,-6.149586117410807
"
237,CN,fundamental,2022到2024年，石头科技的总资产收益率最大值是国轩高科的几倍？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.3313,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
石头科技,2022,1183467395.0,10833053890.0
石头科技,2023,2051204699.0,14376641614.0
石头科技,2024,1976544102.0,17484730046.0
国轩高科,2022,365640158.02,72627365266.66
国轩高科,2023,969098872.91,93592652122.38
国轩高科,2024,1154134212.39,107839685095.13
","corporate,year,总资产收益率
国轩高科,2022,0.5034468160555029
国轩高科,2023,1.0354433290797491
国轩高科,2024,1.0702314378717712
石头科技,2022,10.924596212822864
石头科技,2023,14.267620728630623
石头科技,2024,11.304401593847748
"
238,CN,fundamental,在2019-2021年间，总资产收益率的最小值，特变电工相对中信建投的比值是多少？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.208,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
特变电工,2019,2390350344.93,102224702781.57
特变电工,2020,3132196625.24,109427779128.76
特变电工,2021,10097582322.47,135586342111.07
中信建投,2019,5529648447.75,285669623807.02
中信建投,2020,9536685333.06,371228143308.73
中信建投,2021,10235063596.23,452791426255.57
","corporate,year,总资产收益率
中信建投,2019,1.9356795357022185
中信建投,2020,2.568955372849753
中信建投,2021,2.260436705012387
特变电工,2019,2.338329464295546
特变电工,2020,2.862341400125145
特变电工,2021,7.447344743763522
"
239,CN,fundamental,分别统计招商蛇口和海尔智家在2022-2024年的总资产收益率的最大值，计算两者之比。（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1525,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
招商蛇口,2022,9098477245.29,886471376241.7
招商蛇口,2023,9106230974.83,908508499680.74
招商蛇口,2024,4188901524.85,860308816014.37
海尔智家,2022,14733312889.78,236017821177.5
海尔智家,2023,17088480573.96,261067684897.49
海尔智家,2024,19565538651.92,290736357978.75
","corporate,year,总资产收益率
招商蛇口,2022,1.026370110658741
招商蛇口,2023,1.0023275487273955
招商蛇口,2024,0.4869067301037667
海尔智家,2022,6.242457800972426
海尔智家,2023,6.545613096722372
海尔智家,2024,6.729649772028186
"
240,CN,fundamental,"2019-2023年的投入资本回报率的平均值, 中国电建与生益科技之比是多少？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.3684,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
中国电建,2018,12750036084.65,9891738036.34,2826406377.81,142871159083.27,58062787357.82,179416432369.12,14794613854.83,24079363862.89,0.0,721504572.76,89114565240.64,4145437.75,0.0,0.0,0.0,1485919.62,0.0
中国电建,2019,13686580335.14,10704767426.32,3084877084.13,194641693076.59,14562528354.31,226908916968.21,21212391844.05,25326370045.15,0.0,0.0,70058019254.76,13882228.19,5193870023.55,0.0,0.0,3680744.17,0.0
中国电建,2020,16206720339.19,10142024232.17,3470905862.93,223909338352.56,15636747292.07,240452137758.33,16252731887.9,25883850542.66,0.0,0.0,82441576557.53,82108177.68,7284826186.78,0.0,0.0,7336427.71,0.0
中国电建,2021,18566485724.39,12818470577.05,3702400645.05,258357944961.7,9200145533.17,272324287220.33,22560703444.35,33599878423.13,4426377894.85,0.0,76857118971.15,206795146.34,13292841919.23,0.0,0.0,11550305.9,0.0
中国电建,2022,19247274041.42,13074707705.73,3564211189.1,240350411214.28,23749115685.1,285854591578.33,13399316037.8,22715427849.57,1777748368.31,0.0,100954717358.59,299971782.16,15778407102.63,0.0,0.0,52971870.34,500048999.9
中国电建,2023,20876005033.15,14662102095.65,3730445510.09,259705032530.69,32669756391.66,315206434347.29,7600000000.0,39058044323.86,3386356445.38,0.0,97651977175.82,577513803.31,11941020331.14,0.0,0.0,11318833.52,1000012998.15
生益科技,2018,1222614350.01,170962133.52,157652661.52,6841524456.83,823674136.36,539476000.0,1508066126.79,595555108.0,0.0,7759823.14,1125364416.99,90369062.2,0.0,0.0,0.0,0.0,0.0
生益科技,2019,1805073237.46,147588553.39,241679303.54,9353617058.83,1519481480.54,732332000.0,0.0,414866335.03,0.0,0.0,1061845209.03,119062904.23,0.0,0.0,0.0,0.0,0.0
生益科技,2020,2082831709.27,121471487.86,282628883.48,10643320545.13,2157170932.62,604975836.0,0.0,724607837.6,0.0,0.0,849915471.55,123335981.8,0.0,0.0,0.0,0.0,0.0
生益科技,2021,3310073614.91,139310745.7,385473071.37,14866220738.99,1692608619.34,1590327194.46,300000000.0,333784207.46,65882204.49,0.0,2286605004.56,180278694.23,0.0,0.0,0.0,0.0,0.0
生益科技,2022,1772771571.12,171414524.25,141038149.55,15296164509.03,1557595818.8,1175219575.28,800000000.0,1236073274.61,38724291.62,0.0,3105848398.61,79591235.6,0.0,0.0,0.0,0.0,0.0
生益科技,2023,1271189623.81,162230363.78,122533553.2,15700192705.33,1464751291.25,805745359.7,500000000.0,1067216190.12,20677950.96,0.0,2774667745.03,62165972.5,0.0,0.0,0.0,0.0,0.0
","corporate,year,投入资本回报率
中国电建,2019,5.118794248292325
中国电建,2020,4.931699752333698
中国电建,2021,5.332311466294979
中国电建,2022,5.372833358498899
中国电建,2023,5.741612884802687
生益科技,2019,16.963355398615658
生益科技,2020,15.879100084199749
生益科技,2021,20.635176397636588
生益科技,2022,10.747721676559092
生益科技,2023,7.700625556529453
"
241,CN,fundamental,福莱特与中国交建在2018至2022年投入资本回报率最小值之比是多少？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9236,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
福莱特,2017,495854029.94,10718343.36,69327266.91,3250373372.6,379519650.0,687504745.28,0.0,19082931.08,0.0,2871466.17,1084791942.37,0.0,0.0,0.0,0.0,0.0,0.0
福莱特,2018,466145258.99,25791618.68,58830542.68,3668653664.03,450399136.69,989439412.61,0.0,188738000.0,0.0,1562660.53,683018973.73,0.0,0.0,0.0,0.0,6172390.3,0.0
福莱特,2019,862670244.12,65388264.94,145426535.45,4512888388.0,1316277482.79,281902410.3,0.0,711977777.21,11016173.42,4831749.01,613000364.84,0.0,0.0,0.0,0.0,1117793.99,0.0
福莱特,2020,1873908041.69,80273151.69,245124254.06,7234742639.85,617402035.0,1375011882.07,236681991.63,160819952.95,11508090.39,2856171.0,1589967013.69,400000000.0,53970165.0,0.0,0.0,1445666.57,0.0
福莱特,2021,2380215042.44,90252414.76,260295716.01,11810169072.79,1860696500.0,1967748428.04,0.0,310100070.52,10879703.29,4225184.38,2842677267.48,200000000.0,0.0,0.0,0.0,62739.0,0.0
福莱特,2022,2152875763.5,338235144.15,30095335.07,14032447213.17,3095354079.23,3889070000.0,3588678749.97,1302218275.31,11926193.55,16887442.02,2932152844.19,2000000.0,0.0,0.0,0.0,0.0,0.0
中国交建,2017,26553278049.0,10643074361.0,5234497912.0,205941760311.0,61786781012.0,154431751846.0,23366297463.0,25848898194.0,0.0,0.0,134321081923.0,3366157302.0,0.0,0.0,0.0,0.0,0.0
中国交建,2018,25449042115.0,10678085115.0,5155286974.0,239682177521.0,45358037155.0,193826093607.0,21114374062.0,34364080908.0,0.0,0.0,134368186603.0,404193124.0,21257293942.0,0.0,109102762.0,0.0,0.0
中国交建,2019,26599551128.0,13954743656.0,5069426887.0,296409681901.0,52179177705.0,229419334781.0,34246760322.0,32243035861.0,1382301444.0,0.0,125537750549.0,1213962977.0,25017792412.0,0.0,110899098.0,0.0,0.0
中国交建,2020,25449949430.0,15960200189.0,6101332018.0,357803430401.0,45944889123.0,291764436198.0,25986327157.0,47242559943.0,1508837875.0,0.0,128054427022.0,763733439.0,30736242235.0,0.0,123630285.0,0.0,0.0
中国交建,2021,28747727123.0,18428147036.0,5249748920.0,391395423366.0,34539595537.0,320378742940.0,29734167351.0,53325159660.0,1730919705.0,0.0,104652958608.0,1925288913.0,30094961450.0,0.0,530151392.0,0.0,0.0
中国交建,2022,31269427699.0,20345250311.0,6259386355.0,427491632393.0,36029244673.0,344551158478.0,26509978952.0,63166970602.0,1585391267.0,0.0,113323163924.0,1306353981.0,24127435400.0,0.0,1629217793.0,0.0,0.0
","corporate,year,投入资本回报率
中国交建,2018,8.093547556846774
中国交建,2019,7.526968011003306
中国交建,2020,5.700404145157353
中国交建,2021,5.912100503801631
中国交建,2022,5.682994817343695
福莱特,2018,10.93190299823397
福莱特,2019,14.243716630486652
福莱特,2020,24.58395392554865
福莱特,2021,21.450958460581585
福莱特,2022,13.675097290319652
"
242,CN,fundamental,2020到2022年，卫星化学的投入资本回报率最大值是三峡能源的几倍？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.7349,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
卫星化学,2019,1451708004.12,159639958.53,184439792.83,9257354971.0,5265138979.02,549495138.92,0.0,1000000.0,0.0,0.0,3276122212.52,58419927.33,98000000.0,0.0,0.0,0.0,0.0
卫星化学,2020,1907217658.6,202175124.3,249591338.36,13641893061.45,2430807740.31,8670806635.15,574642007.8,2001451.39,0.0,0.0,7154471960.35,126809096.93,98000000.0,0.0,0.0,0.0,0.0
卫星化学,2021,6993200380.24,557069969.96,980410929.99,19381480071.23,1422737776.67,13474183315.58,576315694.6,941732380.62,6088323714.87,0.0,9641378850.02,55363187.5,34541827.06,0.0,0.0,0.0,0.0
卫星化学,2022,3445015456.73,858364515.84,334418797.84,22193703597.22,1076584613.37,11981505168.73,0.0,1274083214.65,14305949160.67,0.0,5553659232.5,27561732.76,7000000.0,0.0,30000000.0,0.0,0.0
三峡能源,2019,3347033089.0,1660415642.05,296092849.9,41695528200.56,6579900000.0,29611982476.28,1997604207.72,6100369874.12,0.0,114599863.91,4210653851.81,0.0,283270743.03,0.0,0.0,0.0,0.0
三峡能源,2020,4285560864.11,2087335348.66,344125821.97,46435468052.0,7820772267.57,49705295524.81,2993129880.97,6376911640.76,0.0,167293296.4,1889847444.24,0.0,318249378.3,0.0,0.0,0.0,0.0
三峡能源,2021,7511581792.51,2840735660.84,553860609.53,78120301518.01,5524191400.0,78185245510.74,5491709027.71,7015646772.73,4089875082.85,266658753.71,13090734073.8,0.0,375073886.77,0.0,156994860.22,0.0,0.0
三峡能源,2022,9002150834.03,4074464909.59,658256673.08,88109331638.5,4339734508.83,99456430726.36,6634781410.85,14301065520.9,6457080989.41,0.0,10652586530.0,0.0,472506904.85,0.0,134781810.17,0.0,0.0
","corporate,year,投入资本回报率
三峡能源,2020,6.076988970202088
三峡能源,2021,6.939457184377089
三峡能源,2022,6.496982511107461
卫星化学,2020,12.39527949537966
卫星化学,2021,25.918132094034718
卫星化学,2022,10.044675995641485
"
243,CN,fundamental,在2023-2025年间，投入资本回报率的最大值，金龙鱼相对顺丰控股的比值是多少？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3064,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
金龙鱼,2022,3865751000.0,2370963000.0,740670000.0,93283406000.0,88013092000.0,15722473000.0,500636000.0,2734188000.0,115475000.0,0.0,39461617000.0,20104992000.0,933441000.0,0.0,0.0,584040000.0,0.0
金龙鱼,2023,3415627000.0,2461974000.0,630599000.0,95964847000.0,95401139000.0,10357879000.0,0.0,9830774000.0,112910000.0,0.0,59296322000.0,20515898000.0,1023142000.0,0.0,0.0,754884000.0,0.0
金龙鱼,2024,3656270000.0,2187080000.0,1187710000.0,98205563000.0,80161357000.0,5010939000.0,500611000.0,8517465000.0,120064000.0,0.0,52906285000.0,11160202000.0,912625000.0,0.0,0.0,1575256000.0,0.0
金龙鱼,2025,4888880000.0,1655606000.0,1509415000.0,100949991000.0,81152703000.0,3615360000.0,501080000.0,1042479000.0,161371000.0,0.0,44203829000.0,23519278000.0,888163000.0,0.0,0.0,857548000.0,0.0
顺丰控股,2022,10966778000.0,2054360000.0,3963158000.0,98286049000.0,12837870000.0,7472010000.0,18927508000.0,11173650000.0,8582372000.0,0.0,41062750000.0,7385379000.0,7365684000.0,0.0,0.0,0.0,0.0
顺丰控股,2023,10486505000.0,2269700000.0,2574896000.0,103283660000.0,18221977000.0,11355241000.0,18794782000.0,9485948000.0,8038495000.0,0.0,41974505000.0,6809742000.0,9489535000.0,0.0,0.0,0.0,0.0
顺丰控股,2024,13607261000.0,2373319000.0,3388416000.0,102335221000.0,15003336000.0,6186386000.0,19941935000.0,7828639000.0,7094483000.0,0.0,33936101000.0,11246156000.0,8231994000.0,0.0,0.0,0.0,0.0
顺丰控股,2025,14917877000.0,1752364000.0,3233066000.0,110324751000.0,7012902000.0,5183331000.0,12358825000.0,11738556000.0,9588355000.0,0.0,20969400000.0,16198976000.0,8297043000.0,0.0,0.0,0.0,0.0
","corporate,year,投入资本回报率
金龙鱼,2023,3.5583783033626775
金龙鱼,2024,3.0817067799036795
金龙鱼,2025,3.709404429744946
顺丰控股,2023,9.06334149001177
顺丰控股,2024,11.11826590196248
顺丰控股,2025,12.106039083745738
"
244,CN,fundamental,分别统计陕西煤业和智飞生物在2022-2024年的投入资本回报率的平均值，计算两者之比。（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8214,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
陕西煤业,2021,41122751362.12,620765782.66,7099551758.35,126224248048.03,50000000.0,8705355650.77,0.0,1771084318.84,243182446.7,0.0,54194878248.68,11548364594.73,1461265369.87,0.0,0.0,0.0,0.0
陕西煤业,2022,63856008569.37,600405408.41,10646585814.97,144436775639.59,200226111.1,4163350946.76,0.0,2511747099.87,377184553.47,0.0,47937838481.62,21170110544.37,1465866323.02,0.0,0.0,0.0,0.0
陕西煤业,2023,44999935362.54,1035491266.42,6657123094.46,139075353485.39,2426849843.9,16986337588.36,0.0,3918883979.09,449933484.35,73661202.8,27231800900.77,16027738569.91,1548728024.75,0.0,0.0,0.0,0.0
陕西煤业,2024,43835613323.87,860303301.9,7278359234.36,128646907756.6,1931796323.23,13874859276.08,0.0,2656987245.46,260103643.81,62719193.32,29701196404.91,5401621747.85,1731669270.7,0.0,0.0,0.0,0.0
智飞生物,2021,11931054734.79,56144537.45,1722506282.23,17657212911.83,568858956.43,236412360.31,0.0,248470.0,12240480.9,488298.93,4307751548.35,0.0,239000000.0,0.0,0.0,0.0,0.0
智飞生物,2022,8718007864.78,53295566.36,1179008167.44,24236212609.17,1784915900.0,210642031.86,0.0,9805279.27,27764877.22,1422016.55,2622063766.18,0.0,284500000.0,0.0,0.0,0.0,0.0
智飞生物,2023,9386873241.53,80996119.13,1279112076.61,31543973774.09,2635483275.35,328080291.01,0.0,46613063.67,25307401.72,0.0,6340512228.61,0.0,295000000.0,0.0,0.0,0.0,0.0
智飞生物,2024,2162644237.86,161321690.78,222151717.91,30851397137.43,11901908557.91,1242080388.71,0.0,96776944.94,16668124.57,0.0,2705679728.64,11532021.23,295000000.0,0.0,0.0,0.0,0.0
","corporate,year,投入资本回报率
智飞生物,2022,40.678444736785096
智飞生物,2023,31.87688948432307
智飞生物,2024,6.0406309872508155
陕西煤业,2022,71.18357088042076
陕西煤业,2023,39.37509238200125
陕西煤业,2024,32.59395571017571
"
245,CN,fundamental,"2022-2024年的存货周转天数的最小值, 天坛生物与伊利股份之比是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",7.1014,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
天坛生物,2021,2157687170.36,2144147278.75
天坛生物,2022,2170024378.44,2332002006.69
天坛生物,2023,2550720565.86,2844499190.49
天坛生物,2024,2732440125.66,3869072356.24
伊利股份,2021,76416705532.38,8917195638.88
伊利股份,2022,83118546374.24,14836164803.32
伊利股份,2023,84788592077.34,12511775911.77
伊利股份,2024,76298833033.93,10744674420.37
","corporate,year,存货周转天数
伊利股份,2022,52.154284089417054
伊利股份,2023,58.86404123742709
伊利股份,2024,55.62735387745857
天坛生物,2022,376.44611402018256
天坛生物,2023,370.37042831339363
天坛生物,2024,448.40023968769697
"
246,CN,fundamental,福斯特与特变电工在2020至2024年存货周转天数最小值之比是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9498,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
福斯特,2019,5079270536.58,909178468.9
福斯特,2020,6012974348.12,973726673.08
福斯特,2021,9636342767.77,2449624665.07
福斯特,2022,15929060448.4,3515598210.73
福斯特,2023,19281512246.12,3089888250.87
福斯特,2024,16324755205.89,1868284937.26
特变电工,2019,29357907349.99,9634287540.21
特变电工,2020,35583678762.48,6018087029.58
特变电工,2021,49317190764.77,9751850373.13
特变电工,2022,59284740677.37,14187125085.77
特变电工,2023,71333104145.65,14423936646.51
特变电工,2024,80090584218.23,16220390090.29
","corporate,year,存货周转天数
特变电工,2020,80.2772073695392
特变电工,2021,58.35720833576959
特变电工,2022,73.69287562586774
特变电工,2023,73.19909638980033
特变电工,2024,69.82830358968752
福斯特,2020,57.14812146484351
福斯特,2021,64.8338933419815
福斯特,2022,68.34384101686614
福斯特,2023,62.52109605586471
福斯特,2024,55.42910723140569
"
247,CN,fundamental,2020到2024年，上汽集团的存货周转天数最小值是三花智控的几倍？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3765,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
上汽集团,2019,726100213388.33,54398633356.34
上汽集团,2020,657765544632.29,69395466035.32
上汽集团,2021,686742792553.92,56635907090.04
上汽集团,2022,651700777153.06,88535001044.3
上汽集团,2023,657301172463.53,98603705752.11
上汽集团,2024,556450036686.44,77277245777.65
三花智控,2019,7946844445.83,2180838596.07
三花智控,2020,8738221038.36,2307761706.46
三花智控,2021,11907350969.11,3637853809.47
三花智控,2022,15781099181.3,4334875287.86
三花智控,2023,17773858964.12,4600729378.19
三花智控,2024,20269833554.48,5280441824.48
","corporate,year,存货周转天数
三花智控,2020,93.74557494204426
三花智控,2021,91.12646754699023
三花智控,2022,92.20036218940133
三花智控,2023,91.74979135628946
三花智控,2024,88.96539478927836
上汽集团,2020,34.3472280105638
上汽集团,2021,33.49248924745328
上汽集团,2022,40.65315197298695
上汽集团,2023,51.95915574338911
上汽集团,2024,57.68401750015268
"
248,CN,fundamental,在2018-2020年间，存货周转天数的最小值，浪潮信息相对紫金矿业的比值是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.4494,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
浪潮信息,2017,22791923206.9,4987139638.18
浪潮信息,2018,41767056951.49,8216716657.16
浪潮信息,2019,45468314028.26,8567621303.4
浪潮信息,2020,55660508811.34,10943256465.72
紫金矿业,2017,81371973684.0,11089834955.0
紫金矿业,2018,92651374475.0,12669674863.0
紫金矿业,2019,120582627749.0,14886554158.0
紫金矿业,2020,151070863441.0,18064160420.0
","corporate,year,存货周转天数
浪潮信息,2018,57.69388484082756
浪潮信息,2019,67.3687103484497
浪潮信息,2020,63.97237950039999
紫金矿业,2018,46.800282957000356
紫金矿业,2019,41.70593965492849
紫金矿业,2020,39.80585847934566
"
249,CN,fundamental,分别统计贵州茅台和福莱特在2019-2023年的存货周转天数的平均值，计算两者之比。（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.6638,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
贵州茅台,2018,6522921833.77,23506950842.22
贵州茅台,2019,7430013945.12,25284920806.33
贵州茅台,2020,8154001476.28,28869087678.06
贵州茅台,2021,8983377809.96,33394365084.83
贵州茅台,2022,10093468616.63,38824374236.24
贵州茅台,2023,11867273851.78,46435185061.53
福莱特,2018,2232762168.05,377123199.96
福莱特,2019,3289735511.36,483619647.17
福莱特,2020,3600864085.34,479395186.67
福莱特,2021,5620391966.94,2276469528.29
福莱特,2022,12048190879.61,2396316964.6
福莱特,2023,16830721240.54,2001439456.08
","corporate,year,存货周转天数
福莱特,2019,47.750212458959865
福莱特,2020,48.807786967389895
福莱特,2021,89.48580693990753
福莱特,2022,70.7810445131352
福莱特,2023,47.68604596937342
贵州茅台,2019,1198.4522023284792
贵州茅台,2020,1212.056016564523
贵州茅台,2021,1264.9006164061157
贵州茅台,2022,1305.7869823243955
贵州茅台,2023,1311.1578755308794
"
250,CN,fundamental,"2023-2025年的应收账款周转天数的平均值, 圣邦股份与泰格医药之比是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.339,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
圣邦股份,2022,3187549913.33,110847711.38
圣邦股份,2023,2615716404.14,166472282.93
圣邦股份,2024,3346983120.66,232763853.97
圣邦股份,2025,3898054583.68,362830308.17
泰格医药,2022,7085471468.87,1033820331.79
泰格医药,2023,7384039460.88,1260914900.86
泰格医药,2024,6603120162.78,1365768881.61
泰格医药,2025,6832800615.35,1412732524.78
","corporate,year,应收账款周转天数
圣邦股份,2023,19.348771480528654
圣邦股份,2024,21.76903568306088
圣邦股份,2025,27.88466201720922
泰格医药,2023,56.71545800605937
泰格医药,2024,72.5974658166684
泰格医药,2025,74.21210352999606
"
251,CN,fundamental,中国化学与万华化学在2023至2025年应收账款周转天数最小值之比是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6824,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
中国化学,2022,157716226323.22,33418246510.18
中国化学,2023,178357510396.41,34763084941.51
中国化学,2024,185843681886.95,41072041410.03
中国化学,2025,189500829774.75,43932227490.93
万华化学,2022,165565484373.69,9060251936.64
万华化学,2023,175360935668.36,9144253100.42
万华化学,2024,182069119160.94,12318995367.05
万华化学,2025,203234573814.42,15872973091.27
","corporate,year,应收账款周转天数
万华化学,2023,18.945622961014397
万华化学,2024,21.51404292702051
万华化学,2025,25.31574302087742
中国化学,2023,69.7648950261636
中国化学,2024,74.47070795538244
中国化学,2025,81.86391105973016
"
252,CN,fundamental,2019到2021年，中国移动的应收账款周转天数最小值是恒立液压的几倍？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2347,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
中国移动,2018,736819000000.0,27337000000.0
中国移动,2019,745917000000.0,34207000000.0
中国移动,2020,768070000000.0,39812000000.0
中国移动,2021,848258000000.0,37592000000.0
恒立液压,2018,4210975401.85,1328319763.41
恒立液压,2019,5414021975.86,1051770755.73
恒立液压,2020,7855038369.93,1764518515.59
恒立液压,2021,9309218098.53,1507948966.13
","corporate,year,应收账款周转天数
中国移动,2019,15.057680680290165
中国移动,2020,17.587547358964677
中国移动,2021,16.653223429664088
恒立液压,2019,80.22991441109774
恒立液压,2020,65.4322446066524
恒立液压,2021,64.15418664519275
"
253,CN,fundamental,在2019-2021年间，应收账款周转天数的平均值，东方盛虹相对浙能电力的比值是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1253,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
东方盛虹,2018,23263990855.11,672250708.17
东方盛虹,2019,24887768959.59,357909488.29
东方盛虹,2020,33698796950.06,336149774.87
东方盛虹,2021,52690217451.46,880085040.4
浙能电力,2018,56633636514.17,6521371538.28
浙能电力,2019,54370549106.11,5893842608.45
浙能电力,2020,51684433449.89,6141479400.03
浙能电力,2021,71073237421.13,9337035689.9
","corporate,year,应收账款周转天数
东方盛虹,2019,7.55408153134218
东方盛虹,2020,3.758763724248455
东方盛虹,2021,4.21260083033923
浙能电力,2019,41.672865531600884
浙能电力,2020,42.49724955729924
浙能电力,2021,39.74532617916749
"
254,CN,fundamental,分别统计招商公路和京沪高铁在2018-2022年的应收账款周转天数的最小值，计算两者之比。（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.2719,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
招商公路,2017,5340664303.94,1271955325.66
招商公路,2018,6759340168.24,1620406022.89
招商公路,2019,8292216434.56,1623439646.31
招商公路,2020,7068918714.74,1210292497.8
招商公路,2021,8626031576.35,1415740468.66
招商公路,2022,8297090007.26,1822753955.65
京沪高铁,2017,29555409435.45,1226084544.93
京沪高铁,2018,31158421590.01,1195124524.58
京沪高铁,2019,34856248852.69,1311002100.14
京沪高铁,2020,25238431430.89,956697124.91
京沪高铁,2021,29304780634.27,230774561.22
京沪高铁,2022,19335662193.2,248889636.68
","corporate,year,应收账款周转天数
京沪高铁,2018,14.181419745833578
京沪高铁,2019,13.12155277936923
京沪高铁,2020,16.39781417101447
京沪高铁,2021,7.395161404664903
京沪高铁,2022,4.527319273685685
招商公路,2018,78.09282163229528
招商公路,2019,71.39247260378734
招商公路,2020,73.15915448592004
招商公路,2021,55.55869024325311
招商公路,2022,71.23283367053084
"
255,CN,fundamental,"2019-2021年的应付账款周转天数的最小值, 中国电建与天赐材料之比是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",1.4334,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
中国电建,2018,251143212453.31,108796766921.06
中国电建,2019,298987115646.06,120478753934.87
中国电建,2020,344083259868.59,131086968686.82
中国电建,2021,496859829124.15,192363636395.1
天赐材料,2018,1574019007.37,864414472.96
天赐材料,2019,2048297313.74,836166676.55
天赐材料,2020,2678492400.44,908835912.57
天赐材料,2021,7210975942.25,2366197020.98
","corporate,year,应付账款周转天数
中国电建,2019,139.94844716232046
中国电建,2020,133.42917175334932
中国电建,2021,118.80561069206641
天赐材料,2019,151.51904838409115
天赐材料,2020,118.89635097045098
天赐材料,2021,82.8866321507072
"
256,CN,fundamental,卓胜微与隆基绿能在2019至2021年应付账款周转天数平均值之比是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3194,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
卓胜微,2018,270357734.73,32607297.14
卓胜微,2019,718905369.51,130190261.0
卓胜微,2020,1323356287.55,223546797.79
卓胜微,2021,1958857134.58,375774499.36
隆基绿能,2018,17095694430.48,8506848626.88
隆基绿能,2019,23389364451.22,13713925124.8
隆基绿能,2020,41145628529.0,22144193623.73
隆基绿能,2021,64311584987.93,21711162408.13
","corporate,year,应付账款周转天数
卓胜微,2019,41.327489848629824
卓胜微,2020,48.782791026513976
卓胜微,2021,55.83670947668494
隆基绿能,2019,173.38184704159733
隆基绿能,2020,159.04743482030779
隆基绿能,2021,124.45039999117681
"
257,CN,fundamental,2021到2023年，新和成的应付账款周转天数最小值是中海油服的几倍？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7926,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
新和成,2020,4727264003.94,1961372833.27
新和成,2021,8299544991.07,2130091374.49
新和成,2022,10048300866.94,2802897126.28
新和成,2023,10131490375.45,2280306070.41
中海油服,2020,22284357348.0,8846957755.0
中海油服,2021,24409292129.0,8542034296.0
中海油服,2022,31281209725.0,10833229835.0
中海油服,2023,37103693174.0,13261513517.0
","corporate,year,应付账款周转天数
中海油服,2021,130.01159691710862
中海油服,2022,113.03864955969186
中海油服,2023,118.5135571577374
新和成,2021,89.96784989051966
新和成,2022,89.5942919416866
新和成,2023,91.56447363793907
"
258,CN,fundamental,在2019-2021年间，应付账款周转天数的最大值，上海机场相对科伦药业的比值是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3674,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
上海机场,2018,4499345858.59,454045341.58
上海机场,2019,5340221124.91,574750388.53
上海机场,2020,6600710345.64,618064146.21
上海机场,2021,9719227141.6,1139094256.27
科伦药业,2018,6612151970.0,1549799958.0
科伦药业,2019,7022556594.0,1662268198.0
科伦药业,2020,7532912220.0,1860886746.0
科伦药业,2021,7660152442.0,2155857651.0
","corporate,year,应付账款周转天数
上海机场,2019,35.158697805465735
上海机场,2020,32.97957964991464
上海机场,2021,32.994537917529186
科伦药业,2019,83.47422062370353
科伦药业,2020,85.35553827016452
科伦药业,2021,95.69729297203196
"
259,CN,fundamental,分别统计万泰生物和华润微在2020-2024年的应付账款周转天数的最大值，计算两者之比。（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.6301,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
万泰生物,2019,330864391.75,85046671.98
万泰生物,2020,442141668.5,112737637.58
万泰生物,2021,817710610.15,193455333.72
万泰生物,2022,1170412037.36,351800953.69
万泰生物,2023,873242267.41,389592543.69
万泰生物,2024,759044722.33,444861883.39
华润微,2019,4431294665.43,848457345.39
华润微,2020,5060613153.05,1127722691.32
华润微,2021,5981703813.76,1317376284.73
华润微,2022,6366624706.25,1343818663.22
华润微,2023,6710216323.21,1182318680.63
华润微,2024,7366838781.24,1324299770.52
","corporate,year,应付账款周转天数
万泰生物,2020,81.63816954225838
万泰生物,2021,68.33740025948715
万泰生物,2022,85.0207185811073
万泰生物,2023,154.94475968640057
万泰生物,2024,200.63104117848243
华润微,2020,71.26663228194231
华润微,2021,74.59924078865949
华润微,2022,76.28344694545972
华润微,2023,68.70420312054628
华润微,2024,62.09690220177112
"
260,CN,fundamental,"2021-2023年的营业周期的平均值, 上海机场与潍柴动力之比是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.7322,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
上海机场,2020,6600710345.64,17184783.32,4303465087.94,1647809061.72
上海机场,2021,9719227141.6,38661874.05,8154776878.02,1861016708.84
上海机场,2022,8900959687.2,48268533.83,5480447621.36,2102115928.16
上海机场,2023,9222977511.94,47501771.79,11047016050.98,2591579798.06
潍柴动力,2020,158978858817.89,31301456901.62,197288388945.87,34581030008.48
潍柴动力,2021,178434041284.59,35424893249.08,220215066328.86,28311223758.87
潍柴动力,2022,144010596212.12,33373961762.55,175157535625.82,31021109960.06
潍柴动力,2023,170437251422.34,37930386262.83,213958475631.13,32457135638.46
","corporate,year,营业周期
上海机场,2021,79.57448443986192
上海机场,2022,133.75547762020648
上海机场,2023,79.43631169455276
潍柴动力,2021,120.36786790383856
潍柴动力,2022,149.00607561136755
潍柴动力,2023,130.4959264509904
"
261,CN,fundamental,新奥股份与鹏鼎控股在2023至2025年营业周期平均值之比是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.229,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
新奥股份,2022,130702630000.0,2416600000.0,154044170000.0,6701100000.0
新奥股份,2023,123707400000.0,2166570000.0,143753980000.0,7074580000.0
新奥股份,2024,116911670000.0,2325240000.0,135836490000.0,6648520000.0
新奥股份,2025,113161000000.0,2455740000.0,131456770000.0,4998540000.0
鹏鼎控股,2022,27521270880.15,3440024245.23,36210971441.99,6274373410.04
鹏鼎控股,2023,25223943205.69,3054055741.52,32066047781.9,6209159682.25
鹏鼎控股,2024,27843625405.47,3355543367.59,35140384498.03,5838796925.66
鹏鼎控股,2025,30730418442.09,3806710623.33,39147009392.27,6217107787.01
","corporate,year,营业周期
新奥股份,2023,24.249985892649736
新奥股份,2024,25.449105532327614
新奥股份,2025,23.879994843294174
鹏鼎控股,2023,118.03440304210378
鹏鼎控股,2024,104.58199590095577
鹏鼎控股,2025,98.7383660624132
"
262,CN,fundamental,2022到2024年，中国联通的营业周期平均值是美的集团的几倍？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3807,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
中国联通,2021,247360584938.0,1846262040.0,327854494119.0,19871150584.0
中国联通,2022,268880818445.0,1882083166.0,354943879228.0,28230943795.0
中国联通,2023,281230556204.0,2216859105.0,372596794135.0,40940400083.0
中国联通,2024,298345790158.0,2462505124.0,389589219642.0,58874812703.0
美的集团,2021,264525999000.0,45924439000.0,341233208000.0,29421354000.0
美的集团,2022,260538701000.0,46044897000.0,343917531000.0,32996102000.0
美的集团,2023,276409404000.0,47339255000.0,372037280000.0,38406699000.0
美的集团,2024,299584935000.0,63339188000.0,407149600000.0,42517549000.0
","corporate,year,营业周期
中国联通,2022,27.263026061165377
中国联通,2023,36.540454263063125
中国联通,2024,49.6200464792992
美的集团,2022,97.54377425294109
美的集团,2023,96.68320962496125
美的集团,2024,103.6960072894324
"
263,CN,fundamental,在2017-2019年间，营业周期的最小值，保利发展相对华友钴业的比值是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.5402,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
保利发展,2016,109880680194.3,303303584801.43,154752138129.8,1687100894.47
保利发展,2017,101132555008.61,439669164688.64,146623004012.02,1873260484.26
保利发展,2018,131338798272.8,474505085701.18,194513842492.17,2043814498.31
保利发展,2019,153449636272.28,584001435001.13,235933564582.09,1845278032.0
华友钴业,2016,4091582594.32,2032664412.47,4889385103.39,981613837.36
华友钴业,2017,6333330464.18,4832631617.24,9653222710.89,2897871964.93
华友钴业,2018,10337003721.2,5487843176.69,14450762951.95,1506491099.9
华友钴业,2019,16748261571.9,3389917333.97,18852828463.22,867924954.21
","corporate,year,营业周期
保利发展,2017,1345.1721841870353
保利发展,2018,1273.9532549410303
保利发展,2019,1261.906300738599
华友钴业,2017,271.1730346202225
华友钴业,2018,237.83128330963348
华友钴业,2019,119.722807838756
"
264,CN,fundamental,分别统计圆通速递和立讯精密在2021-2025年的营业周期的平均值，计算两者之比。（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1081,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
圆通速递,2020,31752525976.8,51094194.65,34907041590.3,1358318401.63
圆通速递,2021,41440181342.37,73177887.93,45154953607.39,1627020624.49
圆通速递,2022,47489510375.85,81871849.07,53539313975.17,963478142.08
圆通速递,2023,51825247195.56,139464809.8,57684349587.96,1716538957.93
圆通速递,2024,62515353749.3,178380915.51,69032666856.95,1967092783.21
圆通速递,2025,68113962592.03,344844989.09,75276847420.82,1692168970.82
立讯精密,2020,75770007049.58,13211009381.15,92501259211.54,14100363941.97
立讯精密,2021,135048336292.88,20900755733.15,153946097790.4,31931022580.89
立讯精密,2022,187928880285.38,37363329476.66,214028394291.44,26993121879.88
立讯精密,2023,205041300458.59,29757930319.35,231905459829.83,23765555238.13
立讯精密,2024,240809417980.59,31702675549.03,268794737612.58,32910872432.24
立讯精密,2025,292755910976.71,42332782449.47,332344443143.39,48960683022.18
","corporate,year,营业周期
圆通速递,2021,12.612947790702778
圆通速递,2022,9.426108289818796
圆通速递,2023,9.258382923624314
圆通速递,2024,10.666210156721089
圆通速递,2025,10.273352930691068
立讯精密,2021,100.66682988117716
立讯精密,2022,106.82501928091507
立讯精密,2023,99.68723460297659
立讯精密,2024,85.05942212089903
立讯精密,2025,91.11073646600133
"
265,CN,fundamental,"2023-2025年的现金周转期的平均值, 领益智造与中国核电之比是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.3785,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
领益智造,2022,27334660095.3,5101359957.13,34484678505.9,9209627054.51,6959569916.31
领益智造,2023,27319096273.84,5727100063.82,34123706020.59,8895997184.23,8027058371.67
领益智造,2024,37279852080.03,5859233677.83,44259532627.2,11549131753.67,10418316152.19
领益智造,2025,43301912696.09,7189891213.02,51428944353.94,14023705253.35,14103284202.39
中国核电,2022,38756964886.8,24809227804.28,71285600843.64,17363654826.53,20538986819.43
中国核电,2023,41509673010.7,26422613122.64,74957180264.96,21414105300.87,22407573198.57
中国核电,2024,44115695715.99,30860055929.67,77272058526.64,24685265478.06,26866352105.96
中国核电,2025,48161106764.31,36321655980.12,82075495244.95,25424744156.3,28664735368.17
","corporate,year,现金周转期
中国核电,2023,130.8399005189794
中国核电,2024,142.00777782884492
中国核电,2025,155.57120781076216
领益智造,2023,69.05443672911832
领益智造,2024,50.725769715417314
领益智造,2025,42.39556433417026
"
266,CN,fundamental,海南机场与思源电气在2019至2023年现金周转期平均值之比是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.2633,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
海南机场,2018,6521298413.7,33126099653.68,12433443536.19,3869484291.74,8702130624.26
海南机场,2019,7341823550.43,24125027684.09,11529506164.31,3158240067.91,7773342553.75
海南机场,2020,4373270721.15,12835911633.01,6319139499.54,2312420676.29,6880344359.76
海南机场,2021,2943578325.01,12568600178.57,4524553773.9,1194391873.71,4126053540.73
海南机场,2022,3058722615.61,12790377329.69,4700656255.83,1452126468.53,3416460383.17
海南机场,2023,3454293123.85,11859883737.3,6761642242.46,1447723696.43,3905382269.9
思源电气,2018,3336086264.06,1060759360.55,4806616779.94,2938814635.46,1802190204.13
思源电气,2019,4510246016.78,1541517266.81,6380095191.01,3051054630.94,2386000009.01
思源电气,2020,5215058722.63,1910765695.68,7372519863.93,2825324831.63,2632436236.73
思源电气,2021,6045166036.76,2606847351.13,8695335076.97,3576786745.86,3328970274.92
思源电气,2022,7763175219.2,2458679992.63,10537097608.15,4500828655.96,4054882989.14
思源电气,2023,8784341078.86,2860764626.97,12460028391.72,5321004680.95,4967163823.22
","corporate,year,现金周转期
思源电气,2019,107.16625292207578
思源电气,2020,90.65717011876231
思源电气,2021,90.7819428400957
思源电气,2022,85.40217451896137
思源电气,2023,66.93498764530105
海南机场,2019,1124.8257845346072
海南机场,2020,1088.8945478977425
海南机场,2021,1034.1229134515147
海南机场,2022,1165.776357547914
海南机场,2023,993.7773368468061
"
267,CN,fundamental,2021到2023年，宝丰能源的现金周转期最大值是东方财富的几倍？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0445,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
宝丰能源,2020,8744572767.71,803321868.19,15927728889.05,19949791.11,767920313.7
宝丰能源,2021,13465741720.3,940393067.25,23299935290.2,38334917.78,894200354.34
宝丰能源,2022,19084290617.17,1347682806.69,28429848345.48,70869058.42,1678022290.67
宝丰能源,2023,20278991462.56,1292155809.0,29135511197.96,26383931.11,1948321004.85
东方财富,2020,566645612.46,0.0,3252288346.37,726021922.6,211046973.13
东方财富,2021,663441110.02,0.0,5404805007.55,1819259030.82,229011620.11
东方财富,2022,534296018.16,0.0,4628584901.79,1048289250.34,299105381.45
东方财富,2023,537976100.94,0.0,3887734788.12,795892173.17,213699357.45
","corporate,year,现金周转期
东方财富,2021,-35.10713434603575
东方财富,2022,-67.32515994946223
东方财富,2023,-87.3905170140873
宝丰能源,2021,1.5623629790854032
宝丰能源,2022,-2.01623570605528
宝丰能源,2023,-8.268834179790158
"
268,CN,fundamental,在2017-2021年间，现金周转期的最小值，中兴通讯相对福耀玻璃的比值是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5369,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
中兴通讯,2016,70100658000.0,26810568000.0,101233182000.0,27982681000.0,36933838000.0
中兴通讯,2017,75005818000.0,26234139000.0,108815273000.0,26398228000.0,34463067000.0
中兴通讯,2018,57367578000.0,25011416000.0,85513150000.0,21592325000.0,27443104000.0
中兴通讯,2019,57008377000.0,27688508000.0,90736582000.0,19778280000.0,27728550000.0
中兴通讯,2020,69379215000.0,33689306000.0,101450670000.0,15891020000.0,28515789000.0
中兴通讯,2021,74159846000.0,36316753000.0,114521641000.0,17509059000.0,33274643000.0
福耀玻璃,2016,9463313931.0,2785865099.0,16621336273.0,4507940963.0,1914202706.0
福耀玻璃,2017,10712611816.0,2974677451.0,18713034974.0,4637643979.0,2401097118.0
福耀玻璃,2018,11603054947.0,3241739977.0,20224985720.0,4304107516.0,2465349981.0
福耀玻璃,2019,13197554393.0,3280465303.0,21103877523.0,3477440317.0,2097319605.0
福耀玻璃,2020,12640913159.0,3280989599.0,19906593468.0,3753925498.0,2466005390.0
福耀玻璃,2021,15129053236.0,4327048485.0,23603063361.0,4350121771.0,3148222805.0
","corporate,year,现金周转期
中兴通讯,2017,46.551622650667014
中兴通讯,2018,68.50625159565027
中兴通讯,2019,75.29667802704355
中兴通讯,2020,77.66909694900244
中兴通讯,2021,73.44371421402994
福耀玻璃,2017,113.81401533188203
福耀玻璃,2018,101.91898989408492
福耀玻璃,2019,94.38957641660474
福耀玻璃,2020,95.14333355394565
福耀玻璃,2021,86.71197154022572
"
269,CN,fundamental,分别统计龙佰集团和温氏股份在2022-2024年的现金周转期的最小值，计算两者之比。（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-2.6981,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
龙佰集团,2021,11943194972.2,4515997872.49,20565780950.46,2249936039.42,10086517742.48
龙佰集团,2022,16834114032.61,6546613278.89,24112968453.5,2377494655.67,15029678392.62
龙佰集团,2023,19628413207.75,7328180921.73,26764876739.31,3392532554.52,10278819192.12
龙佰集团,2024,20630935217.42,7736809246.16,27513124442.06,3892732323.93,12211380716.64
温氏股份,2021,70355836393.88,14943684202.66,64954064169.73,412224486.75,6771782646.49
温氏股份,2022,70696857742.45,20388326002.09,83708187230.99,537985656.11,7555128790.58
温氏股份,2023,89146814526.97,20335660530.71,89902322387.76,521466466.53,11026679848.15
温氏股份,2024,87179185848.01,19511338790.31,105583714275.85,1007191976.12,9308588735.99
","corporate,year,现金周转期
温氏股份,2022,56.2951338102679
温氏股份,2023,47.4797967176657
温氏股份,2024,43.48791910381627
龙佰集团,2022,-117.33315754441946
龙佰集团,2023,-66.96394408928339
龙佰集团,2024,-17.358350543196906
"
270,CN,fundamental,"2023-2025年的存货周转率的最小值, 正泰电器与华润微之比是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.2463,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
正泰电器,2022,35346875673.1,22476698627.77
正泰电器,2023,44734170805.82,37943634229.42
正泰电器,2024,49355307123.75,44560792406.95
正泰电器,2025,43765898571.92,57203967966.56
华润微,2022,6366624706.25,1876498945.41
华润微,2023,6710216323.21,1965742888.15
华润微,2024,7366838781.24,2096424815.57
华润微,2025,8137474951.57,2279408054.34
","corporate,year,存货周转率
华润微,2023,3.49286516252034
华润微,2024,3.6270480780464527
华润微,2025,3.719280508872528
正泰电器,2023,1.4807654539591517
正泰电器,2024,1.1964280981256576
正泰电器,2025,0.8601385865064649
"
271,CN,fundamental,用友网络与芒果超媒在2017至2019年存货周转率最大值之比是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.3418,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
用友网络,2016,1603567007.0,34624680.0
用友网络,2017,1812454538.0,31837078.0
用友网络,2018,2314825198.0,21767989.0
用友网络,2019,2942232116.0,22859468.0
芒果超媒,2016,2537390051.42,101690186.4
芒果超媒,2017,5774341404.1,1329598688.81
芒果超媒,2018,6082772751.37,2214812395.09
芒果超媒,2019,8284740949.42,1916375338.89
","corporate,year,存货周转率
用友网络,2017,54.54127584166522
用友网络,2018,86.36591007338914
用友网络,2019,131.85748477669253
芒果超媒,2017,8.06872952638968
芒果超媒,2018,3.4323178702381103
芒果超媒,2019,4.010827627743003
"
272,CN,fundamental,2020到2024年，海尔智家的存货周转率平均值是星宇股份的几倍？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3136,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
海尔智家,2019,140868398722.26,28228600971.61
海尔智家,2020,147471922284.89,29446973404.75
海尔智家,2021,155949547009.4,39913949898.86
海尔智家,2022,167263342432.05,41587786307.53
海尔智家,2023,198838470796.47,39524006616.33
海尔智家,2024,206439444975.26,43189855697.96
星宇股份,2019,4627673539.15,1503821450.92
星宇股份,2020,5418424501.75,1550036241.15
星宇股份,2021,6162913577.11,1969885333.91
星宇股份,2022,6386902974.22,2326070166.46
星宇股份,2023,8139044797.32,2245406476.0
星宇股份,2024,10697270184.74,2629252263.74
","corporate,year,存货周转率
星宇股份,2020,3.548576946345671
星宇股份,2021,3.501733459504675
星宇股份,2022,2.973449317000566
星宇股份,2023,3.560794655155548
星宇股份,2024,4.388930899934366
海尔智家,2020,5.1138432128154285
海尔智家,2021,4.496755221287065
海尔智家,2022,4.1045344606765815
海尔智家,2023,4.902825190490378
海尔智家,2024,4.991652891043746
"
273,CN,fundamental,在2022-2024年间，存货周转率的平均值，格力电器相对海康威视的比值是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.5072,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
格力电器,2021,142251638589.87,42765598328.01
格力电器,2022,139784387882.78,38314176763.9
格力电器,2023,143953487220.05,32579140028.7
格力电器,2024,133496119623.36,27910910515.55
海康威视,2021,45329400332.65,17974112407.6
海康威视,2022,47996254466.32,18998222978.81
海康威视,2023,49732768547.57,19211444296.82
海康威视,2024,51953857912.21,19110711958.11
","corporate,year,存货周转率
格力电器,2022,3.448070439867992
格力电器,2023,4.061129983273012
格力电器,2024,4.4138207332362605
海康威视,2022,2.5963333916938383
海康威视,2023,2.6031510920425833
海康威视,2024,2.7114266518093606
"
274,CN,fundamental,分别统计深南电路和浪潮信息在2019-2021年的存货周转率的最大值，计算两者之比。（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9572,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
深南电路,2018,5843797323.19,1327301115.63
深南电路,2019,7731867071.12,1504293117.26
深南电路,2020,8529682481.08,2205895255.84
深南电路,2021,10636989974.18,2526556570.04
浪潮信息,2018,41767056951.49,8216716657.16
浪潮信息,2019,45468314028.26,8567621303.4
浪潮信息,2020,55660508811.34,10943256465.72
浪潮信息,2021,59379318169.68,22402228567.57
","corporate,year,存货周转率
浪潮信息,2019,5.417945484069957
浪潮信息,2020,5.7055873620851925
浪潮信息,2021,3.561460756105331
深南电路,2019,5.461140569726794
深南电路,2020,4.5979781204225665
深南电路,2021,4.495339991000141
"
275,CN,fundamental,"2021-2025年的应收账款周转率的最小值, 联影医疗与东方财富之比是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.8405,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
联影医疗,2020,5761033749.87,675284313.49
联影医疗,2021,7253755673.4,1062372147.08
联影医疗,2022,9238122700.8,2029275841.92
联影医疗,2023,11410765602.39,3232580100.54
联影医疗,2024,10300104386.97,4359864269.15
联影医疗,2025,13800251663.95,5681852637.95
东方财富,2020,3252288346.37,726021922.6
东方财富,2021,5404805007.55,1819259030.82
东方财富,2022,4628584901.79,1048289250.34
东方财富,2023,3887734788.12,795892173.17
东方财富,2024,3110730456.84,737866444.91
东方财富,2025,3532270003.05,921226716.86
","corporate,year,应收账款周转率
东方财富,2021,4.246922132731762
东方财富,2022,3.2282524637510996
东方财富,2023,4.216217275110101
东方财富,2024,4.056349441392669
东方财富,2025,4.258073126263272
联影医疗,2021,8.348895006577495
联影医疗,2022,5.976180169067753
联影医疗,2023,4.337163817166491
联影医疗,2024,2.7132511969634763
联影医疗,2025,2.7485840900757776
"
276,CN,fundamental,宁德时代与华利集团在2018至2020年应收账款周转率最小值之比是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
宁德时代,2017,19996860806.33,12376856841.25
宁德时代,2018,29611265434.22,15967748024.97
宁德时代,2019,45788020642.41,17988485338.2
宁德时代,2020,50319487700.0,21170680000.0
华利集团,2017,10009183924.06,1333203074.73
华利集团,2018,12388480165.62,1722772348.94
华利集团,2019,15165661300.47,2230934424.07
华利集团,2020,13931137966.93,1769893626.36
","corporate,year,应收账款周转率
华利集团,2018,8.107709289587385
华利集团,2019,7.671616622658243
华利集团,2020,6.964127321309253
宁德时代,2018,2.089375778845981
宁德时代,2019,2.696884554461399
宁德时代,2020,2.5699979693342976
"
277,CN,fundamental,2022到2024年，赛轮轮胎的应收账款周转率平均值是华润微的几倍？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1659,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
赛轮轮胎,2021,17998428484.24,2372644450.21
赛轮轮胎,2022,21902213873.16,2721166120.95
赛轮轮胎,2023,25978259490.19,3392497973.27
赛轮轮胎,2024,31802388102.78,5086030460.95
华润微,2021,9249202849.06,1150758995.2
华润微,2022,10060129516.04,1297692759.8
华润微,2023,9900603859.18,1554429460.64
华润微,2024,10118525841.56,1853029198.21
","corporate,year,应收账款周转率
华润微,2022,8.217543593004144
华润微,2023,6.9426224361820115
华润微,2024,5.939045402813456
赛轮轮胎,2022,8.599539997488469
赛轮轮胎,2023,8.49842552349268
赛轮轮胎,2024,7.501865058191724
"
278,CN,fundamental,在2019-2021年间，应收账款周转率的平均值，拓普集团相对山西焦煤的比值是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2899,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
拓普集团,2018,5984017661.79,2465785737.36
拓普集团,2019,5358953813.6,1797754982.79
拓普集团,2020,6511094914.05,2079550959.38
拓普集团,2021,11462693679.86,3532359877.35
山西焦煤,2018,32271005488.06,6089482062.21
山西焦煤,2019,36007526834.78,3858928283.8
山西焦煤,2020,33756582333.29,3124303016.81
山西焦煤,2021,54170210466.8,3085251940.14
","corporate,year,应收账款周转率
山西焦煤,2019,7.238850345416543
山西焦煤,2020,9.66789753343593
山西焦煤,2021,17.447372909123022
拓普集团,2019,2.51385135752214
拓普集团,2020,3.3585664949647773
拓普集团,2021,4.08513036409509
"
279,CN,fundamental,分别统计华电国际和长春高新在2020-2024年的应收账款周转率的最大值，计算两者之比。（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.5351,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
华电国际,2019,93654431000.0,12261884000.0
华电国际,2020,93009907000.0,10479459000.0
华电国际,2021,104607537000.0,9053363000.0
华电国际,2022,107058536000.0,11968314000.0
华电国际,2023,117176125000.0,12183286000.0
华电国际,2024,141502221000.0,15105901000.0
长春高新,2019,7373701266.96,1031360334.83
长春高新,2020,8576600708.5,1511739991.23
长春高新,2021,10746717262.21,1568651317.78
长春高新,2022,12627188966.71,2439513059.35
长春高新,2023,14566039611.98,3350665829.44
长春高新,2024,13465627318.38,2970338884.01
","corporate,year,应收账款周转率
华电国际,2020,8.179807762452727
华电国际,2021,10.710949703017823
华电国际,2022,10.18553714815426
华电国际,2023,9.70338404080889
华电国际,2024,10.370570658627535
长春高新,2020,6.744995956795493
长春高新,2021,6.977501352361536
长春高新,2022,6.300734091026253
长春高新,2023,5.031291741324397
长春高新,2024,4.260597145174558
"
280,CN,fundamental,"2019-2023年的应付账款周转率的最大值, 中航沈飞与潞安环能之比是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",1.9377,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
中航沈飞,2018,18319023386.21,8770566474.8
中航沈飞,2019,21646571261.48,10892530103.57
中航沈飞,2020,24793578864.74,13520889607.56
中航沈飞,2021,31246028021.08,12329984933.67
中航沈飞,2022,37459711875.41,19227281352.14
中航沈飞,2023,41184208925.63,27071302736.88
潞安环能,2018,16289849349.58,17714215886.48
潞安环能,2019,16412625401.02,19900124198.07
潞安环能,2020,17273720802.99,17325269597.31
潞安环能,2021,23306864721.94,20037860960.17
潞安环能,2022,23956002370.14,19511449890.78
潞安环能,2023,22554919948.51,16783226930.8
","corporate,year,应付账款周转率
中航沈飞,2019,2.2017459127258605
中航沈飞,2020,2.0311434578283754
中航沈飞,2021,2.4174058770232456
中航沈飞,2022,2.374078384112384
中航沈飞,2023,1.779069910494178
潞安环能,2019,0.8726791624751351
潞安环能,2020,0.9280611454610761
潞安环能,2021,1.247586290237879
潞安环能,2022,1.211449800499599
潞安环能,2023,1.2428775745483067
"
281,CN,fundamental,卓胜微与山西焦煤在2018至2020年应付账款周转率平均值之比是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.8197,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
卓胜微,2017,260958626.04,21565494.44
卓胜微,2018,270357734.73,32607297.14
卓胜微,2019,718905369.51,130190261.0
卓胜微,2020,1323356287.55,223546797.79
山西焦煤,2017,19069452175.94,10263797826.73
山西焦煤,2018,22015412573.35,12241697596.34
山西焦煤,2019,24103317138.71,14196145948.1
山西焦煤,2020,24898019255.95,15516031310.48
","corporate,year,应付账款周转率
卓胜微,2018,9.9813107962416
卓胜微,2019,8.831893767003157
卓胜微,2020,7.482146722634597
山西焦煤,2018,1.9564477172790762
山西焦煤,2019,1.823395096365871
山西焦煤,2020,1.675947140410936
"
282,CN,fundamental,2017到2021年，晶盛机电的应付账款周转率最大值是新希望的几倍？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0967,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
晶盛机电,2016,667221498.95,298008144.83
晶盛机电,2017,1201368603.66,1066427131.03
晶盛机电,2018,1533912065.02,1229706066.83
晶盛机电,2019,2004333958.01,1869060101.7
晶盛机电,2020,2415788304.32,2774869012.51
晶盛机电,2021,3593119836.91,4147171957.24
新希望,2016,56027485134.96,2984442097.83
新希望,2017,57468202720.11,3326458699.42
新希望,2018,63033328796.12,4300927958.83
新希望,2019,72150061066.97,5512731289.21
新希望,2020,98175150554.22,10099573653.67
新希望,2021,124235991080.56,9585839603.1
","corporate,year,应付账款周转率
新希望,2017,18.212361298771167
新希望,2018,16.52815875747989
新希望,2019,14.704007800429778
新希望,2020,12.5766375834201
新希望,2021,12.622136955934522
晶盛机电,2017,1.760975584426723
晶盛机电,2018,1.3360828252033539
晶盛机电,2019,1.2936335618771913
晶盛机电,2020,1.040407053987068
晶盛机电,2021,1.0381677463662198
"
283,CN,fundamental,在2017-2019年间，应付账款周转率的最小值，思源电气相对润泽科技的比值是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.4682,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
思源电气,2016,2850461399.57,1285805789.23
思源电气,2017,3038754498.21,1491414811.79
思源电气,2018,3336086264.06,1802190204.13
思源电气,2019,4510246016.78,2386000009.01
润泽科技,2016,411014442.3,311134995.37
润泽科技,2017,509400013.75,335968187.97
润泽科技,2018,476827327.86,355204053.77
润泽科技,2019,481445071.38,323399626.91
","corporate,year,应付账款周转率
思源电气,2017,2.1883421843363435
思源电气,2018,2.025796200779791
思源电气,2019,2.153792348126684
润泽科技,2017,1.5744011986488768
润泽科技,2018,1.379764113962694
润泽科技,2019,1.4189285590009304
"
284,CN,fundamental,分别统计华友钴业和万华化学在2022-2024年的应付账款周转率的最小值，计算两者之比。（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9425,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
华友钴业,2021,28131068440.83,11043970033.88
华友钴业,2022,51313704226.23,25393122509.84
华友钴业,2023,56948773263.76,20021644718.81
华友钴业,2024,50445676975.22,16251362698.2
万华化学,2021,107316508644.35,20390007700.95
万华化学,2022,138132222629.6,24205245891.6
万华化学,2023,145926359223.32,45593737856.93
万华化学,2024,152642583643.9,69136123487.01
","corporate,year,应付账款周转率
万华化学,2022,6.194929347937427
万华化学,2023,4.181331915921865
万华化学,2024,2.6609041770965676
华友钴业,2022,2.816564146256176
华友钴业,2023,2.5079407751685556
华友钴业,2024,2.7814444165202477
"
285,CN,fundamental,"2017-2021年的总资产周转率的最小值, 中国巨石与招商公路之比是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",4.2933,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
中国巨石,2016,7446333673.92,23932068085.14
中国巨石,2017,8651549179.12,24791808201.34
中国巨石,2018,10032423279.18,30370459577.44
中国巨石,2019,10493293115.71,33604242332.45
中国巨石,2020,11666196819.43,36737268362.83
中国巨石,2021,19706882079.97,43828317484.55
招商公路,2016,5053238252.18,55363643081.99
招商公路,2017,5340664303.94,65170485622.88
招商公路,2018,6759340168.24,84084253695.73
招商公路,2019,8292216434.56,91019317004.27
招商公路,2020,7068918714.74,94009174838.88
招商公路,2021,8626031576.35,98320774957.7
","corporate,year,总资产周转率
中国巨石,2017,0.35512565249331984
中国巨石,2018,0.36374223479765294
中国巨石,2019,0.3280450803972505
中国巨石,2020,0.3317016283590513
中国巨石,2021,0.4892133998082475
招商公路,2017,0.08861663267200799
招商公路,2018,0.09057454656513148
招商公路,2019,0.09471213409767434
招商公路,2020,0.07640897511862522
招商公路,2021,0.08970034657081148
"
286,CN,fundamental,华电国际与白云山在2017至2021年总资产周转率最大值之比是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3781,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
华电国际,2016,63346051000.0,210111953000.0
华电国际,2017,79006836000.0,216278588000.0
华电国际,2018,89313661000.0,226428520000.0
华电国际,2019,93654431000.0,229875595000.0
华电国际,2020,93009907000.0,242750409000.0
华电国际,2021,104607537000.0,218938578000.0
白云山,2016,20035681499.37,25897170220.54
白云山,2017,20954225189.53,28314713453.32
白云山,2018,42233838051.12,51482183869.48
白云山,2019,64951777641.83,56893659126.2
白云山,2020,61673702450.01,59760062879.12
白云山,2021,69014052347.03,66117789763.95
","corporate,year,总资产周转率
华电国际,2017,0.3705843746660412
华电国际,2018,0.40348871471022324
华电国际,2019,0.41049128386668177
华电国际,2020,0.39358776797224215
华电国际,2021,0.45315153683750314
白云山,2017,0.7730491460356228
白云山,2018,1.0585333382142095
白云山,2019,1.1986393987158017
白云山,2020,1.0573807914538271
白云山,2021,1.0965241446042326
"
287,CN,fundamental,2017到2019年，龙佰集团的总资产周转率平均值是恒立液压的几倍？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8357,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
龙佰集团,2016,4135559614.7,18048563627.76
龙佰集团,2017,10257509524.84,20846353820.17
龙佰集团,2018,10440588458.46,20923673048.52
龙佰集团,2019,11358539703.02,25942781551.31
恒立液压,2016,1370100268.36,5199065280.46
恒立液压,2017,2795211617.28,6156091176.03
恒立液压,2018,4210975401.85,7271344616.26
恒立液压,2019,5414021975.86,8426883642.1
","corporate,year,总资产周转率
恒立液压,2017,0.49232463295253087
恒立液压,2018,0.6272195923316842
恒立液压,2019,0.689762167648033
龙佰集团,2017,0.5274472963503313
龙佰集团,2018,0.4999081514254931
龙佰集团,2019,0.48471939258068825
"
288,CN,fundamental,在2021-2025年间，总资产周转率的最小值，中国电信相对天合光能的比值是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.049,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
中国电信,2020,389939266024.2,715103425413.54
中国电信,2021,434159563363.61,762246299381.58
中国电信,2022,474967243497.96,807698157613.04
中国电信,2023,507842674997.4,835813904890.77
中国电信,2024,523568920041.49,866625200722.04
中国电信,2025,523924731368.75,870643642518.74
天合光能,2020,29417973429.28,45592461350.87
天合光能,2021,44480390071.81,63539881859.12
天合光能,2022,85051792848.83,89977706102.23
天合光能,2023,113410686218.03,120345975260.61
天合光能,2024,80314069269.5,124052177668.34
天合光能,2025,66974548527.63,115014364491.82
","corporate,year,总资产周转率
中国电信,2021,0.5877546204218091
中国电信,2022,0.6050752195491049
中国电信,2023,0.6179968940705267
中国电信,2024,0.615080936892631
中国电信,2025,0.6031590716741309
天合光能,2021,0.8151642082168405
天合光能,2022,1.1080397233734922
天合光能,2023,1.078439531708077
天合光能,2024,0.65723957654335
天合光能,2025,0.5603004746917796
"
289,CN,fundamental,分别统计中国中免和航发动力在2018-2022年的总资产周转率的平均值，计算两者之比。（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.3474,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
中国中免,2017,28282286665.72,20932207413.07
中国中免,2018,47007321221.24,26847426306.46
中国中免,2019,48612287758.59,31824155398.19
中国中免,2020,52597807274.25,41927649664.24
中国中免,2021,67675515093.08,55473728507.58
中国中免,2022,54432851387.25,75907603880.98
航发动力,2017,22555003098.06,51685228427.78
航发动力,2018,23102024803.26,53504042116.58
航发动力,2019,25210496276.8,63115020067.35
航发动力,2020,28632622738.15,64352332318.09
航发动力,2021,34102193377.49,90648498035.02
航发动力,2022,37097148873.02,89969986822.74
","corporate,year,总资产周转率
中国中免,2018,1.9676718954011438
中国中免,2019,1.6570982525510216
中国中免,2020,1.4263463037881339
中国中免,2021,1.3896213044069587
中国中免,2022,0.8286238295447479
航发动力,2018,0.4392467916871332
航发动力,2019,0.4323563541788451
航发动力,2020,0.44925421611597816
航发动力,2021,0.44002594437463627
航发动力,2022,0.41077909497728987
"
290,CN,fundamental,"2023-2025年的固定资产周转率的最小值, 广汽集团与长城汽车之比是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.6259,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
广汽集团,2022,109600170277.0,19283528186.0
广汽集团,2023,128757302754.0,21927171006.0
广汽集团,2024,106797859228.0,25251591046.0
广汽集团,2025,95661525530.0,25208369729.0
长城汽车,2022,137339985187.76,26949019721.87
长城汽车,2023,173212076757.97,30235058181.32
长城汽车,2024,202193779642.49,30200341280.37
长城汽车,2025,222824238516.25,29281846505.15
","corporate,year,固定资产周转率
广汽集团,2023,6.248731774926785
广汽集团,2024,4.527370137872137
广汽集团,2025,3.791581446388867
长城汽车,2023,6.058052629657158
长城汽车,2024,6.6912366408915895
长城汽车,2025,7.492133252384944
"
291,CN,fundamental,澜起科技与上海莱士在2019至2023年固定资产周转率平均值之比是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.6471,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
澜起科技,2018,1757664583.13,23150271.53
澜起科技,2019,1737734714.98,27669965.2
澜起科技,2020,1823665555.45,985502589.85
澜起科技,2021,2562017472.42,38647814.52
澜起科技,2022,3672258476.69,520500219.36
澜起科技,2023,2285738498.23,611807392.13
上海莱士,2018,1804235399.91,1047606077.75
上海莱士,2019,2584983982.36,1079135622.91
上海莱士,2020,2761682036.39,1123342604.32
上海莱士,2021,4287726749.67,1241510202.82
上海莱士,2022,6567198581.04,1202478871.04
上海莱士,2023,7963958567.3,1316303673.61
","corporate,year,固定资产周转率
上海莱士,2019,2.430933649871813
上海莱士,2020,2.507795084869734
上海莱士,2021,3.626210254375604
上海莱士,2022,5.374163617407556
上海莱士,2023,6.323657105069101
澜起科技,2019,68.38750965338133
澜起科技,2020,3.599911083971283
澜起科技,2021,5.003205508659658
澜起科技,2022,13.135192307510149
澜起科技,2023,4.037310135577388
"
292,CN,fundamental,2020到2022年，宝丰能源的固定资产周转率最小值是京东方A的几倍？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9563,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
宝丰能源,2019,13568199157.86,17903776394.79
宝丰能源,2020,15927728889.05,25179498379.65
宝丰能源,2021,23299935290.2,23630171726.14
宝丰能源,2022,28429848345.48,26412077995.35
京东方A,2019,116059590164.0,125786241938.0
京东方A,2020,135552569729.0,224866586069.0
京东方A,2021,221035718012.0,227141366884.0
京东方A,2022,178413731179.0,205987050430.0
","corporate,year,固定资产周转率
京东方A,2020,0.7731440268110086
京东方A,2021,0.9780169422593473
京东方A,2022,0.8238375689381632
宝丰能源,2020,0.7393926748808536
宝丰能源,2021,0.9547261942029012
宝丰能源,2022,1.1362338225681796
"
293,CN,fundamental,在2020-2022年间，固定资产周转率的最大值，新产业相对牧原股份的比值是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.9854,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
新产业,2019,1681588076.26,533205369.37
新产业,2020,2194966537.25,631275924.07
新产业,2021,2545415315.72,687398806.09
新产业,2022,3046955734.5,716217119.57
牧原股份,2019,20221332525.64,18864249817.52
牧原股份,2020,56277065607.85,58530493076.94
牧原股份,2021,78889870566.4,99550929343.39
牧原股份,2022,124826212177.74,106358717863.88
","corporate,year,固定资产周转率
新产业,2020,3.7698613959969047
新产业,2021,3.8605658507024767
新产业,2022,4.341580454877325
牧原股份,2020,1.4542865187779663
牧原股份,2021,0.9980916082173914
牧原股份,2022,1.2124367543798384
"
294,CN,fundamental,分别统计TCL科技和康龙化成在2022-2024年的固定资产周转率的最大值，计算两者之比。（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6321,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
TCL科技,2021,163657700000.0,113598783000.0
TCL科技,2022,166552786000.0,132477672000.0
TCL科技,2023,174366657000.0,176422621000.0
TCL科技,2024,164822833000.0,170512009000.0
康龙化成,2021,7443769724.38,3922573233.42
康龙化成,2022,10266288179.53,5664695770.8
康龙化成,2023,11537996314.78,6496642105.34
康龙化成,2024,12275774875.03,7808674199.68
","corporate,year,固定资产周转率
TCL科技,2022,1.353666981264014
TCL科技,2023,1.1289510625358974
TCL科技,2024,0.9501665083131079
康龙化成,2022,2.1416501769192284
康龙化成,2023,1.897487995530004
康龙化成,2024,1.7162535400524075
"
295,CN,fundamental,"2021-2025年的营运资本周转率的平均值, 招商公路与中国中冶之比是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-3.1397,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
招商公路,2020,7068918714.74,10915862134.92,11056824203.64
招商公路,2021,8626031576.35,11629619860.45,9734518101.41
招商公路,2022,8297090007.26,12079927540.76,9724178723.35
招商公路,2023,9731355008.25,14473100243.26,17211016955.66
招商公路,2024,12711004049.53,15003048735.99,16230601378.65
招商公路,2025,13360481923.55,15659709283.64,14589427288.21
中国中冶,2020,400114623000.0,389253555000.0,331791251000.0
中国中冶,2021,500571647000.0,412315644000.0,358889666000.0
中国中冶,2022,592669072000.0,438205660000.0,385844649000.0
中国中冶,2023,633870422000.0,484133951000.0,448818443000.0
中国中冶,2024,552024638000.0,599767170000.0,573629900000.0
中国中冶,2025,455380420000.0,639634797000.0,606414578000.0
","corporate,year,营运资本周转率
中国中冶,2021,9.028395750598788
中国中冶,2022,11.204952094817633
中国中冶,2023,14.459297180810749
中国中冶,2024,17.965815573056762
中国中冶,2025,15.343655119912501
招商公路,2021,9.835056608036027
招商公路,2022,3.9037316687753925
招商公路,2023,-50.927119393452145
招商公路,2024,-6.410844675075128
招商公路,2025,-169.904329369371
"
296,CN,fundamental,TCL科技与华域汽车在2017至2021年营运资本周转率最小值之比是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-66.6927,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
TCL科技,2016,106473500000.0,75922319000.0,67293101000.0
TCL科技,2017,111577362000.0,80095907000.0,72247802000.0
TCL科技,2018,113360076000.0,80307801000.0,78835404000.0
TCL科技,2019,74933086000.0,48155523000.0,43057791000.0
TCL科技,2020,76677238000.0,65688464000.0,71016514000.0
TCL科技,2021,163657700000.0,87183292000.0,80778939000.0
华域汽车,2016,124295812980.59,67832100805.2,51728705581.94
华域汽车,2017,140487250484.34,78762741987.9,66722722414.2
华域汽车,2018,157170235004.69,80901225804.72,68078251886.83
华域汽车,2019,144023626070.75,83516602262.35,69868622616.88
华域汽车,2020,133577639721.75,93927743484.68,84712579144.04
华域汽车,2021,139944139630.43,94995006723.32,88332154183.04
","corporate,year,营运资本周转率
TCL科技,2017,13.543141929062141
TCL科技,2018,24.324886363416905
TCL科技,2019,22.810232797559987
TCL科技,2020,-665.8379978985577
TCL科技,2021,304.1108312436182
华域汽车,2017,9.983667689076253
华域汽车,2018,12.642905212347294
华域汽车,2019,10.88163490038391
华域汽车,2020,11.684975592412151
华域汽车,2021,17.627407840659917
"
297,CN,fundamental,2023到2025年，寒武纪的营运资本周转率最大值是牧原股份的几倍？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1739,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
寒武纪,2022,729034623.05,4255159512.88,542144659.04
寒武纪,2023,709386584.26,5647516868.13,463181039.5
寒武纪,2024,1174464377.35,5800316619.44,818135979.38
寒武纪,2025,6497196198.68,12080444359.15,1332968851.41
牧原股份,2022,124826212177.74,62578347772.27,78167176415.42
牧原股份,2023,110860727714.4,63582798966.22,94659039714.16
牧原股份,2024,137946892076.87,61318601205.85,85476512749.91
牧原股份,2025,144144965371.68,54576221945.66,69840395136.56
","corporate,year,营运资本周转率
寒武纪,2023,0.15946018305374168
寒武纪,2024,0.23104558596192093
寒武纪,2025,0.8261078484654248
牧原股份,2023,-4.751336670489006
牧原股份,2024,-4.994985397715606
牧原股份,2025,-7.312904243435428
"
298,CN,fundamental,在2019-2021年间，营运资本周转率的最小值，中兴通讯相对鹏鼎控股的比值是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7664,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
中兴通讯,2018,85513150000.0,92847653000.0,88115349000.0
中兴通讯,2019,90736582000.0,102567174000.0,86370516000.0
中兴通讯,2020,101450670000.0,106977275000.0,74394975000.0
中兴通讯,2021,114521641000.0,127871085000.0,78685256000.0
鹏鼎控股,2018,25854780280.84,16445726151.11,9420493456.99
鹏鼎控股,2019,26614629372.49,16423817019.51,8884985098.4
鹏鼎控股,2020,29851314480.5,16805914637.74,11150933447.29
鹏鼎控股,2021,33314849220.68,15936765409.68,10943478805.28
","corporate,year,营运资本周转率
中兴通讯,2019,8.670910865049112
中兴通讯,2020,4.159607919463962
中兴通讯,2021,2.8011315019816583
鹏鼎控股,2019,3.654835387733508
鹏鼎控股,2020,4.525047342734486
鹏鼎控股,2021,6.257327456920763
"
299,CN,fundamental,分别统计智飞生物和万科A在2018-2022年的营运资本周转率的最大值，计算两者之比。（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.888,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
智飞生物,2017,1342568632.76,2285730957.84,1069427559.85
智飞生物,2018,5228307728.17,4616473289.58,2535598745.51
智飞生物,2019,10587318311.6,8166521149.91,5072002421.1
智飞生物,2020,15190366231.21,11536995507.21,6816506258.42
智飞生物,2021,30652415906.61,24753780404.17,11870916297.57
智飞生物,2022,38264011331.74,31413362556.7,13230005564.86
万科A,2017,242897110250.52,1017552832148.3,847355429875.81
万科A,2018,297679331103.19,1295071856292.37,1121913936785.61
万科A,2019,367893877538.94,1438989354552.98,1272610284010.69
万科A,2020,419111677714.12,1547387061234.69,1317492688869.78
万科A,2021,452797773974.14,1600268307291.9,1311446467338.73
万科A,2022,503838367358.76,1415356379958.52,1077801572017.84
","corporate,year,营运资本周转率
万科A,2018,1.7339433072458623
万科A,2019,2.167032684632054
万科A,2020,2.1152650283065695
万科A,2021,1.7458400690837932
万科A,2022,1.608739307421128
智飞生物,2018,3.1713834194241124
智飞生物,2019,4.091406296437208
智飞生物,2020,3.8874857900976796
智飞生物,2021,3.4825655416641954
智飞生物,2022,2.463383699645493
"
300,CN,fundamental,"2020-2022年的流动比率的最大值, 华电国际与长江电力之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",1.3805,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
华电国际,2020,25895311000.0,61751828000.0
华电国际,2021,29578770000.0,65662878000.0
华电国际,2022,29230395000.0,63091810000.0
长江电力,2020,14675612128.79,78466607623.54
长江电力,2021,17923455064.88,53406216174.22
长江电力,2022,27089392212.99,91751118323.71
","corporate,year,流动比率
华电国际,2020,0.4193448491921567
华电国际,2021,0.45046411154868965
华电国际,2022,0.4632993569212866
长江电力,2020,0.18703003192388956
长江电力,2021,0.335606158773928
长江电力,2022,0.29524863247350364
"
301,CN,fundamental,川投能源与青岛啤酒在2017至2021年流动比率最大值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6137,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
川投能源,2017,1354377268.35,3456472444.28
川投能源,2018,1265306779.46,5308036947.94
川投能源,2019,5442710103.46,5584889099.74
川投能源,2020,4543410941.59,5394274490.09
川投能源,2021,4096174875.51,7824725409.6
青岛啤酒,2017,14072983367.0,10452233305.0
青岛啤酒,2018,17760305197.0,12086870134.0
青岛啤酒,2019,21001818050.0,13353780994.0
青岛啤酒,2020,24628119678.0,15509945598.0
青岛啤酒,2021,28958619410.0,18258643516.0
","corporate,year,流动比率
川投能源,2017,0.3918380054183025
川投能源,2018,0.23837565410147607
川投能源,2019,0.9745421988260038
川投能源,2020,0.8422654334585402
川投能源,2021,0.5234911975932708
青岛啤酒,2017,1.346409227228783
青岛啤酒,2018,1.4693882700899383
青岛啤酒,2019,1.5727244635385549
青岛啤酒,2020,1.5878920736624496
青岛啤酒,2021,1.5860224985839524
"
302,CN,fundamental,2016到2020年，长安汽车的流动比率平均值是荣盛石化的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6648,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
长安汽车,2016,65997575218.85,59994282854.7
长安汽车,2017,62756619377.25,54602700070.83
长安汽车,2018,43213278415.51,43159964615.61
长安汽车,2019,49606716722.43,49233360218.72
长安汽车,2020,72889650351.22,62592980841.58
荣盛石化,2016,16283101039.54,18473726128.2
荣盛石化,2017,19161595671.62,31764626004.66
荣盛石化,2018,32117000671.95,54959729774.93
荣盛石化,2019,55596202514.69,81171504664.24
荣盛石化,2020,52050061948.72,103414763604.75
","corporate,year,流动比率
荣盛石化,2016,0.8814194238099033
荣盛石化,2017,0.6032369362324277
荣盛石化,2018,0.5843733366862411
荣盛石化,2019,0.6849226553660627
荣盛石化,2020,0.5033136482103727
长安汽车,2016,1.1000644074484458
长安汽车,2017,1.1493317967031451
长安汽车,2018,1.0012352605099384
长安汽车,2019,1.0075834048712369
长安汽车,2020,1.1645019836281707
"
303,CN,fundamental,在2017-2021年间，流动比率的最小值，紫金矿业相对万科A的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7234,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
紫金矿业,2017,28675010591.0,28793593015.0
紫金矿业,2018,30448688235.0,37223097530.0
紫金矿业,2019,28594396116.0,33362656029.0
紫金矿业,2020,39262403933.0,47035701043.0
紫金矿业,2021,47064293441.0,50302460681.0
万科A,2017,1017552832148.3,847355429875.81
万科A,2018,1295071856292.37,1121913936785.61
万科A,2019,1438989354552.98,1272610284010.69
万科A,2020,1547387061234.69,1317492688869.78
万科A,2021,1600268307291.9,1311446467338.73
","corporate,year,流动比率
万科A,2017,1.2008571565977153
万科A,2018,1.154341535325672
万科A,2019,1.1307384300069765
万科A,2020,1.1744938505595248
万科A,2021,1.2202315131774044
紫金矿业,2017,0.9958816385319392
紫金矿业,2018,0.8180052240536899
紫金矿业,2019,0.8570779284222677
紫金矿业,2020,0.8347362335921461
紫金矿业,2021,0.9356260668730445
"
304,CN,fundamental,分别统计泸州老窖和恒瑞医药在2018-2022年的流动比率的平均值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3264,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
泸州老窖,2018,15494468403.49,5415483438.47
泸州老窖,2019,16313738711.83,6787078920.19
泸州老窖,2020,19889697283.61,7747571778.61
泸州老窖,2021,26575357600.02,10946958438.33
泸州老窖,2022,33551719277.8,10652141888.68
恒瑞医药,2018,18069392099.65,2493634134.74
恒瑞医药,2019,22311304817.0,2472634725.58
恒瑞医药,2020,28050036003.39,3771593066.7
恒瑞医药,2021,30187749035.96,3401532454.39
恒瑞医药,2022,30934054194.94,3639219602.64
","corporate,year,流动比率
恒瑞医药,2018,7.246208193863218
恒瑞医药,2019,9.023291870078582
恒瑞医药,2020,7.437185164817558
恒瑞医药,2021,8.874749672607077
恒瑞医药,2022,8.500188934050449
泸州老窖,2018,2.86114223772191
泸州老窖,2019,2.4036465324280196
泸州老窖,2020,2.567216910274103
泸州老窖,2021,2.4276476200885413
泸州老窖,2022,3.1497627076724646
"
305,CN,fundamental,"2016-2020年的速动比率的最大值, 三花智控与赛轮轮胎之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",2.662,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
三花智控,2016,6372402974.72,3161431364.64,1344964753.23
三花智控,2017,8783518106.88,3754832708.88,1856573695.35
三花智控,2018,9687063018.79,4792847961.81,2026869790.61
三花智控,2019,10051190592.03,4708277726.4,2180838596.07
三花智控,2020,11584353013.52,4727602462.38,2307761706.46
赛轮轮胎,2016,5125150349.91,6850177855.84,1687518355.87
赛轮轮胎,2017,6909109895.55,8230182915.03,2085609495.8
赛轮轮胎,2018,6859289432.08,8434069053.96,2271037105.7
赛轮轮胎,2019,8470546801.36,8466725670.13,2229460621.15
赛轮轮胎,2020,10305991626.39,10866939288.64,2656272064.12
","corporate,year,速动比率
三花智控,2016,1.5902411413136868
三花智控,2017,1.8448077314198594
三花智控,2018,1.5982550018730741
三花智控,2019,1.6715989271044462
三花智控,2020,1.9622189853903071
赛轮轮胎,2016,0.5018310570008495
赛轮轮胎,2017,0.5860745076444535
赛轮轮胎,2018,0.5440140811066403
赛轮轮胎,2019,0.737131026014945
赛轮轮胎,2020,0.7039442624168156
"
306,CN,fundamental,中国交建与中航沈飞在2017至2021年速动比率最大值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9549,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
中国交建,2017,449545408511.0,446711004540.0,130113267841.0
中国交建,2018,481502269837.0,479869657472.0,46861681594.0
中国交建,2019,529369262809.0,528339075982.0,62613479369.0
中国交建,2020,584497077626.0,582708009670.0,72877427117.0
中国交建,2021,567571956074.0,599382670091.0,73067375837.0
中航沈飞,2017,20157509441.71,18000258410.47,7919603705.18
中航沈飞,2018,21980846839.02,19284475807.04,9770728250.62
中航沈飞,2019,22755168488.2,19055088951.01,10485832542.58
中航沈飞,2020,26512903458.7,21443865160.03,7778495511.91
中航沈飞,2021,57157739280.73,50461854947.41,9295572475.36
","corporate,year,速动比率
中国交建,2017,0.7150756023996651
中国交建,2018,0.905747178374913
中国交建,2019,0.8834398299472022
中国交建,2020,0.8780034631731614
中国交建,2021,0.8250231528414441
中航沈飞,2017,0.6798738916665618
中航沈飞,2018,0.6331579199027316
中航沈飞,2019,0.6438876237819753
中航沈飞,2020,0.8736488411478052
中航沈飞,2021,0.9484821129792131
"
307,CN,fundamental,2021到2025年，紫金矿业的速动比率最小值是中国国航的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.592,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
紫金矿业,2021,47064293441.0,50302460681.0,19308800678.0
紫金矿业,2022,79644459532.0,71169903836.0,28103963625.0
紫金矿业,2023,77628540055.0,84182433105.0,29289613313.0
紫金矿业,2024,98939034515.0,99784318940.0,33313199379.0
紫金矿业,2025,148203580245.0,129480423573.0,39612522210.0
中国国航,2021,30396728000.0,91415724000.0,2050282000.0
中国国航,2022,22245131000.0,92482608000.0,2557823000.0
中国国航,2023,32334721000.0,110317274000.0,3682821000.0
中国国航,2024,40687203000.0,137610055000.0,4224992000.0
中国国航,2025,34803309000.0,117292095000.0,4809698000.0
","corporate,year,速动比率
中国国航,2021,0.31008282557604644
中国国航,2022,0.21287578741291552
中国国航,2023,0.2597226976438885
中国国航,2024,0.2649676362675678
中国国航,2025,0.25571724164360776
紫金矿业,2021,0.5517720681502102
紫金矿业,2022,0.7241894836020444
紫金矿业,2023,0.5742163175743245
紫金矿业,2024,0.6576768357306784
紫金矿业,2025,0.8386677695240722
"
308,CN,fundamental,在2019-2023年间，速动比率的最大值，三一重工相对古井贡酒的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7031,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
三一重工,2019,72686306000.0,47952561000.0,14251743000.0
三一重工,2020,91655968000.0,62067520000.0,19197907000.0
三一重工,2021,93718958000.0,61432364000.0,18462609000.0
三一重工,2022,105765114000.0,67711911000.0,19738362000.0
三一重工,2023,97634345000.0,54427014000.0,19767762000.0
古井贡酒,2019,10526466414.66,4247491846.89,3015051961.78
古井贡酒,2020,11519855170.5,4487723834.75,3416880808.96
古井贡酒,2021,20290239634.12,7679627317.28,4663456672.3
古井贡酒,2022,22328220103.19,10008504274.95,6058106090.88
古井贡酒,2023,25508066655.36,12408612368.81,7519682536.51
","corporate,year,速动比率
三一重工,2019,1.2185910779614044
三一重工,2020,1.1674070592799584
三一重工,2021,1.2250277231721052
三一重工,2022,1.2704818211377906
三一重工,2023,1.4306605723400516
古井贡酒,2019,1.7684352845503006
古井贡酒,2020,1.8055866759883625
古井贡酒,2021,2.0348361080827493
古井贡酒,2022,1.6256289216993194
古井贡酒,2023,1.4496692768052923
"
309,CN,fundamental,分别统计中际旭创和今世缘在2021-2025年的速动比率的最小值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9728,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
中际旭创,2021,10021726631.45,3165685103.79,3799217146.88
中际旭创,2022,9587097237.95,3264244809.86,3887952384.13
中际旭创,2023,11319394869.69,4360482355.93,4294660216.0
中际旭创,2024,18195744299.84,6497384821.08,7051320216.04
中际旭创,2025,31084025523.8,11558473234.21,12680707624.68
今世缘,2021,9933348678.32,4979677348.15,3194218276.06
今世缘,2022,11662420327.95,6940696769.48,3909663395.81
今世缘,2023,12913950817.87,8142486003.85,4996078532.84
今世缘,2024,13928397619.13,8373938562.96,5568637099.3
今世缘,2025,13780814940.93,8422157584.89,6983360751.84
","corporate,year,速动比率
中际旭创,2021,1.9656122705067318
中际旭创,2022,1.7459305860286964
中际旭创,2023,1.6109994446226283
中际旭创,2024,1.7152168742788987
中际旭创,2025,1.5921928031680763
今世缘,2021,1.3533267179978348
今世缘,2022,1.1169998041451452
今世缘,2023,0.9724146017919102
今世缘,2024,0.9983068847444482
今世缘,2025,0.8070917838541939
"
310,CN,fundamental,"2021-2023年的资产负债率的最大值, 广汽集团与福耀玻璃之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.9665,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
广汽集团,2021,61601803661.0,154196563667.0
广汽集团,2022,67554185467.0,189831614551.0
广汽集团,2023,93994959024.0,218394747438.0
福耀玻璃,2021,18490789663.0,44784893954.0
福耀玻璃,2022,21779200663.0,50767498791.0
福耀玻璃,2023,25219085168.0,56630407495.0
","corporate,year,资产负债率
广汽集团,2021,39.9501793010343
广汽集团,2022,35.58637249479377
广汽集团,2023,43.039019997806584
福耀玻璃,2021,41.28800591108351
福耀玻璃,2022,42.899889066153854
福耀玻璃,2023,44.532763021750526
"
311,CN,fundamental,北新建材与古井贡酒在2019至2021年资产负债率最大值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0038,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
北新建材,2019,6921096717.35,21463592265.96
北新建材,2020,5487252574.79,22968598366.54
北新建材,2021,7047885943.11,26574009777.26
古井贡酒,2019,4439142651.42,13871297363.16
古井贡酒,2020,4737774922.41,15186625708.79
古井贡酒,2021,8165225566.27,25418086447.8
","corporate,year,资产负债率
北新建材,2019,32.24575193000872
北新建材,2020,23.89023695404798
北新建材,2021,26.521725558861803
古井贡酒,2019,32.0023609558661
古井贡酒,2020,31.197021729901337
古井贡酒,2021,32.123683201088184
"
312,CN,fundamental,2018到2020年，中远海控的资产负债率最大值是长城汽车的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1996,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
中远海控,2018,171790915611.87,228143804963.2
中远海控,2019,193098792896.16,262224029547.74
中远海控,2020,193229017272.09,271926073831.72
长城汽车,2018,59111823806.94,111800411297.81
长城汽车,2019,58697179552.06,113096409468.96
长城汽车,2020,96669643048.05,154011490632.24
","corporate,year,资产负债率
中远海控,2018,75.2993997095736
中远海控,2019,73.63886262795944
中远海控,2020,71.05939292591292
长城汽车,2018,52.87263536936372
长城汽车,2019,51.90012647410332
长城汽车,2020,62.7678120971408
"
313,CN,fundamental,在2019-2023年间，资产负债率的最小值，大华股份相对今世缘的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1325,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
大华股份,2019,13588482501.27,29564650212.93
大华股份,2020,16391391970.65,36595034080.75
大华股份,2021,19885527513.83,44055872021.97
大华股份,2022,20034522045.21,46252893804.54
大华股份,2023,16997832815.0,52881927214.0
今世缘,2019,2856026819.31,10062294425.83
今世缘,2020,3583761444.62,11851101844.44
今世缘,2021,5136617095.49,14433697118.61
今世缘,2022,7118977901.77,18183711058.3
今世缘,2023,8343830943.0,21630647731.29
","corporate,year,资产负债率
今世缘,2019,28.38345508931396
今世缘,2020,30.23990082661671
今世缘,2021,35.587674130054545
今世缘,2022,39.15030259194822
今世缘,2023,38.57411505495584
大华股份,2019,45.96192548669872
大华股份,2020,44.79130128552695
大华股份,2021,45.137064825123396
大华股份,2022,43.315175326918656
大华股份,2023,32.14299045156581
"
314,CN,fundamental,分别统计中信特钢和中国广核在2018-2022年的资产负债率的平均值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9806,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
中信特钢,2018,46335658394.86,70163292208.68
中信特钢,2019,47308430327.66,72585012817.44
中信特钢,2020,49068562313.74,77468141637.0
中信特钢,2021,51908652590.45,84701433832.56
中信特钢,2022,54337273626.25,90774849545.46
中国广核,2018,255430020253.07,368555670360.28
中国广核,2019,252681367035.33,387975234526.79
中国广核,2020,250267767227.82,391898373485.73
中国广核,2021,249082576221.41,400032873123.47
中国广核,2022,251082965789.67,409015917715.6
","corporate,year,资产负债率
中信特钢,2018,66.0397437695031
中信特钢,2019,65.17658190217087
中信特钢,2020,63.34031161308261
中信特钢,2021,61.28426667848903
中信特钢,2022,59.85939266034026
中国广核,2018,69.30568182640508
中国广核,2019,65.12822070808805
中国广核,2020,63.86037405611557
中国广核,2021,62.265526899468284
中国广核,2022,61.38708908738728
"
315,CN,fundamental,"2016-2020年的产权比率的最大值, 圣邦股份与新和成之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.7196,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
圣邦股份,2016,129166275.51,262659757.67
圣邦股份,2017,180068889.95,761303037.57
圣邦股份,2018,185815306.1,876490656.82
圣邦股份,2019,272638084.24,1120833247.3
圣邦股份,2020,368357974.42,1498437992.37
新和成,2016,3320088919.39,8090297017.22
新和成,2017,4186694247.7,13996120521.62
新和成,2018,5719871589.0,16215016981.86
新和成,2019,11660421738.63,17063395447.81
新和成,2020,11493176349.56,19403831449.98
","corporate,year,产权比率
圣邦股份,2016,0.49176271483613304
圣邦股份,2017,0.2365272185498709
圣邦股份,2018,0.21199918636230236
圣邦股份,2019,0.2432458930860268
圣邦股份,2020,0.2458279730597245
新和成,2016,0.4103791136868364
新和成,2017,0.29913248040646373
新和成,2018,0.3527515016110629
新和成,2019,0.6833588176687633
新和成,2020,0.5923147899520559
"
316,CN,fundamental,广汽集团与华域汽车在2016至2020年产权比率平均值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4902,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
广汽集团,2016,37252780214.0,44839438650.0
广汽集团,2017,49188448577.0,70413968278.0
广汽集团,2018,54199052819.0,77920681847.0
广汽集团,2019,54955307018.0,82454220845.0
广汽集团,2020,56147058923.0,86659603994.0
华域汽车,2016,61768061355.84,45843652124.47
华域汽车,2017,73438348406.83,49934278069.19
华域汽车,2018,79059086883.78,54627769645.92
华域汽车,2019,80425897714.82,58701534414.54
华域汽车,2020,92247819855.97,58188139738.22
","corporate,year,产权比率
华域汽车,2016,1.3473634515010642
华域汽车,2017,1.4707001131581847
华域汽车,2018,1.447232559487896
华域汽车,2019,1.370081694063844
华域汽车,2020,1.5853371541173091
广汽集团,2016,0.8308038935273334
广汽集团,2017,0.6985609500490024
广汽集团,2018,0.6955669731615253
广汽集团,2019,0.6664947707323157
广汽集团,2020,0.6479034790752958
"
317,CN,fundamental,2023到2025年，上海莱士的产权比率最小值是中国中铁的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0178,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
上海莱士,2023,2278642620.25,29649811372.93
上海莱士,2024,1690505789.91,31940719464.15
上海莱士,2025,5325281495.67,32456025360.59
中国中铁,2023,1369537197000.0,459901992000.0
中国中铁,2024,1746273748000.0,510139882000.0
中国中铁,2025,1929982461000.0,540598124000.0
","corporate,year,产权比率
上海莱士,2023,0.07685184204343301
上海莱士,2024,0.05292635288968396
上海莱士,2025,0.16407682199238935
中国中铁,2023,2.977889247759553
中国中铁,2024,3.4231272825675685
中国中铁,2025,3.570087233599057
"
318,CN,fundamental,在2021-2025年间，产权比率的最小值，卓胜微相对中国化学的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0407,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
卓胜微,2021,813437044.33,7634409023.52
卓胜微,2022,818566120.24,8685194207.91
卓胜微,2023,1154421180.14,9803279714.76
卓胜微,2024,4032035044.03,10200806970.46
卓胜微,2025,5595036114.57,9873725872.21
中国化学,2021,125394885834.23,52501157219.48
中国化学,2022,136240379027.47,58325267140.15
中国化学,2023,155043157685.52,64072162061.48
中国化学,2024,164523564104.88,68897813204.52
中国化学,2025,172811880918.5,74541332887.11
","corporate,year,产权比率
中国化学,2021,2.388421369647516
中国化学,2022,2.3358723535735804
中国化学,2023,2.4198209128131087
中国化学,2024,2.3879359366094732
中国化学,2025,2.3183363407281297
卓胜微,2021,0.10654879006665381
卓胜微,2022,0.09424845324638736
卓胜微,2023,0.11775866992776735
卓胜微,2024,0.3952662819428077
卓胜微,2025,0.5666590491758998
"
319,CN,fundamental,分别统计蓝思科技和龙佰集团在2021-2023年的产权比率的最小值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5635,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
蓝思科技,2021,33811752947.76,42799425750.86
蓝思科技,2022,33964527565.03,44381245145.29
蓝思科技,2023,30948112466.42,46521631642.04
龙佰集团,2021,24542202473.04,20788973993.05
龙佰集团,2022,35921817932.03,23267139512.83
龙佰集团,2023,38792543835.28,25024696859.38
","corporate,year,产权比率
蓝思科技,2021,0.7900048272745948
蓝思科技,2022,0.7652901006684467
蓝思科技,2023,0.6652413377189731
龙佰集团,2021,1.1805393802139899
龙佰集团,2022,1.543886299913315
龙佰集团,2023,1.5501703798157858
"
320,CN,fundamental,"2017-2019年的净债务权益比的最小值, 东方财富与四川路桥之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.5867,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
东方财富,2017,297985533.82,0.0,0.0,5407605746.32,0.0,78593355.18,3136802000.0,0.0,3658113625.82,12080276919.84,2668824820.53,14680446615.38
东方财富,2018,213057069.31,606399591.47,0.0,4814884053.09,0.0,54151525.51,1917025000.0,0.0,85985126.5,11334325902.76,5562782650.55,15695239474.55
东方财富,2019,402516964.44,204658630.14,0.0,1223232120.83,0.0,0.0,4186757400.25,0.0,3198980741.66,25011288900.23,5005901075.92,21212489255.4
四川路桥,2017,4546500000.0,4623271409.87,24150040509.09,498181700.69,0.0,109224191.34,0.0,0.0,0.0,9567251447.17,17010864.91,14401441797.1
四川路桥,2018,3616700000.0,2968708828.81,29913848353.27,0.0,0.0,105019155.65,0.0,0.0,0.0,10713931730.69,13166752.65,15482923628.94
四川路桥,2019,3869488371.6,4651247102.92,31342009178.95,1997988318.3,0.0,107410275.82,0.0,0.0,0.0,10752798822.25,17930978.19,17245084635.55
","corporate,year,净债务权益比
东方财富,2017,-0.1478157671958423
东方财富,2018,-0.586522187339479
东方财富,2019,-0.980603637243316
四川路桥,2017,1.6903137784309838
四川路桥,2018,1.6713366593129424
四川路桥,2019,1.8090611966518204
"
321,CN,fundamental,晶科能源与中国中车在2018至2022年净债务权益比最大值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7416,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
晶科能源,2018,6653729028.45,490256111.86,178947211.65,300000000.0,0.0,27050852.83,0.0,5265715.18,0.0,8105858811.31,854194.4,7574277249.61
晶科能源,2019,8107306829.25,815244464.31,383503014.06,0.0,0.0,0.0,0.0,0.0,0.0,13541536116.26,17742547.48,9054274776.04
晶科能源,2020,7277035754.1,825140238.89,396161906.84,0.0,0.0,0.0,0.0,149213568.38,0.0,16028730610.3,313644199.38,12514143569.17
晶科能源,2021,11689973022.26,1700705589.53,399334357.1,0.0,615070220.65,0.0,0.0,2659203.36,0.0,18408783744.55,223532112.99,13557160080.55
晶科能源,2022,10131483405.76,1435452949.39,3178758829.7,0.0,530667781.02,0.0,0.0,63137093.65,0.0,19985441372.61,119624995.6,26693731719.34
中国中车,2018,8634101000.0,11096595000.0,880011000.0,3500000000.0,0.0,223538000.0,0.0,0.0,0.0,38171008000.0,7246736000.0,149684627000.0
中国中车,2019,10530416000.0,3778474000.0,2589644000.0,4534817000.0,960501000.0,43113000.0,0.0,0.0,0.0,44904764000.0,9180616000.0,158828482000.0
中国中车,2020,10128677000.0,7569139000.0,4202602000.0,2500000000.0,1292313000.0,3751000.0,0.0,0.0,0.0,33492359000.0,5799390000.0,169141564000.0
中国中车,2021,15815647000.0,4612838000.0,7454276000.0,2500000000.0,1225507000.0,11276000.0,0.0,0.0,0.0,48585115000.0,10694693000.0,182291506000.0
中国中车,2022,13627730000.0,6473081000.0,6096122000.0,0.0,1150855000.0,13593000.0,0.0,40547000.0,0.0,54861839000.0,10431092000.0,190985916000.0
","corporate,year,净债务权益比
中国中车,2018,-0.14085280113635182
中国中车,2019,-0.1992615845815362
中国中车,2020,-0.08037803765371355
中国中车,2021,-0.1517364391075907
中国中车,2022,-0.19839684408980188
晶科能源,2018,-0.059604906298254004
晶科能源,2019,-0.4697476563639481
晶科能源,2020,-0.614890128032977
晶科能源,2021,-0.311611977695893
晶科能源,2022,-0.1785275419261549
"
322,CN,fundamental,2021到2023年，国泰海通的净债务权益比最大值是中国核电的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.2902,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
国泰海通,2021,4340789218.0,0.0,0.0,126767098217.0,1940107787.0,0.0,0.0,47489532263.0,164884092260.0,170178885399.0,284385061671.0,150636591887.0
国泰海通,2022,9847547055.0,0.0,559151483.0,127883594724.0,1885175094.0,0.0,0.0,75048865910.0,173236681965.0,179065406430.0,331401244039.0,163845459790.0
国泰海通,2023,11661690197.0,0.0,549551595.0,134025542628.0,1829350352.0,0.0,0.0,74824260976.0,216829590019.0,161875853168.0,372574239398.0,173378010445.0
中国核电,2021,7530696658.38,32140053008.07,176610972199.88,13781274969.58,2893341029.98,0.0,0.0,0.0,0.0,13064063055.43,0.0,125555427281.95
中国核电,2022,15364517114.47,23419187470.4,208511267907.01,8999285988.37,2789770519.36,0.0,0.0,0.0,0.0,16161671502.14,1907551.66,147961121740.26
中国核电,2023,19864354933.72,39508372214.1,244853364036.77,8401726699.89,3623734821.09,0.0,0.0,0.0,0.0,9773819118.86,0.0,162798002691.35
","corporate,year,净债务权益比
中国核电,2021,1.7513561904151316
中国核电,2022,1.6417856737545378
中国核电,2023,1.8825644573033462
国泰海通,2021,-0.7245406043630693
国泰海通,2022,-0.744638480641295
国泰海通,2023,-0.5463790163231274
"
323,CN,fundamental,在2018-2020年间，净债务权益比的最大值，双汇发展相对川投能源的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3423,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
双汇发展,2018,3130575449.85,1129518.63,17338134.55,0.0,0.0,7650486.02,0.0,0.0,797215000.0,2800713026.56,2170530780.47,13705183233.82
双汇发展,2019,3277465169.5,67979596.11,16188598.83,0.0,0.0,311406.24,0.0,0.0,627543125.04,3455331419.03,3052713858.41,17115390812.33
双汇发展,2020,2382649141.34,1170765.56,15098464.11,0.0,0.0,0.0,0.0,0.0,819330088.75,8485885001.2,5735620003.05,24132718966.78
川投能源,2018,2830000000.0,1905000000.0,1395000000.0,0.0,0.0,79632547.86,0.0,0.0,0.0,728531427.51,0.0,25277641630.8
川投能源,2019,3204544200.0,590000000.0,805000000.0,3344326724.78,0.0,37343255.32,0.0,0.0,0.0,712015457.85,4069065400.0,27656630310.19
川投能源,2020,3398376782.32,590781358.93,1603288941.5,3994663141.14,0.0,26841795.48,0.0,0.0,0.0,604033064.44,3171770000.0,29757696858.97
","corporate,year,净债务权益比
双汇发展,2018,-0.074229961075569
双汇发展,2019,-0.14715161396756543
双汇发展,2020,-0.45594765180154717
川投能源,2018,0.21683593748205737
川投能源,2019,0.11570944422216617
川投能源,2020,0.19618954324988958
"
324,CN,fundamental,分别统计天合光能和立讯精密在2018-2020年的净债务权益比的最小值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4619,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
天合光能,2018,7146626075.11,351509124.97,1432618990.31,0.0,0.0,24820898.48,0.0,1615747.45,0.0,4364830057.78,4172819.35,12042193831.44
天合光能,2019,6040774904.22,815331645.47,2604201896.48,0.0,0.0,42722756.37,0.0,41702.93,0.0,5827449548.21,1733947291.38,12698422966.36
天合光能,2020,5067682762.45,610446640.22,4108253652.66,0.0,0.0,0.0,0.0,23559939.0,0.0,9429357046.49,914709238.85,15700778505.72
立讯精密,2018,5663895975.28,69582086.46,1499295098.9,0.0,0.0,12541526.3,0.0,3913592.75,0.0,3819612854.41,20021982.99,16674836963.52
立讯精密,2019,4166302223.17,366537115.41,1562908824.3,0.0,0.0,6097484.73,0.0,1001553.0,0.0,6180466259.01,1524366132.75,21749703294.72
立讯精密,2020,7577068798.49,278527714.63,1495199238.41,2475423249.98,0.0,0.0,0.0,0.0,0.0,10528245765.93,3160064470.41,30906599862.07
","corporate,year,净债务权益比
天合光能,2018,0.3810093097165623
天合光能,2019,0.15290686654742783
天合光能,2020,-0.034018904910696736
立讯精密,2018,0.20447536906953043
立讯精密,2019,-0.07365549632757067
立讯精密,2020,-0.06024898381381783
"
325,CN,fundamental,"2020-2024年的利息保障倍数的最小值, 牧原股份与紫光股份之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.0799,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
牧原股份,2020,30372513238.14,922578362.49
牧原股份,2021,7610601758.08,2218548918.12
牧原股份,2022,14930032188.22,2889858125.59
牧原股份,2023,-4170088485.57,3239357630.51
牧原股份,2024,18896478910.64,3177468228.97
紫光股份,2020,3615354497.33,305170255.2
紫光股份,2021,4176294390.64,243014280.74
紫光股份,2022,4220113377.8,314933722.15
紫光股份,2023,3760213537.13,317701729.59
紫光股份,2024,2226953396.66,857978325.77
","corporate,year,利息保障倍数
牧原股份,2020,33.921337062540545
牧原股份,2021,4.430441265423721
牧原股份,2022,6.166354727248711
牧原股份,2023,-0.28731957419393267
牧原股份,2024,6.947023714778554
紫光股份,2020,12.847008139638636
紫光股份,2021,18.185386710290498
紫光股份,2022,14.400004766050424
紫光股份,2023,12.83567222621868
紫光股份,2024,3.595582347213027
"
326,CN,fundamental,赣锋锂业与中国中免在2020至2022年利息保障倍数最大值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0992,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
赣锋锂业,2020,1127270529.57,265882862.48
赣锋锂业,2021,5773542946.66,264856703.71
赣锋锂业,2022,22778733863.79,407328584.58
中国中免,2020,9671588854.43,16888794.1
中国中免,2021,14801404432.96,221855288.41
中国中免,2022,7616924161.2,194176531.19
","corporate,year,利息保障倍数
中国中免,2020,573.6630804522628
中国中免,2021,67.71648234774662
中国中免,2022,40.226801068698194
赣锋锂业,2020,5.239726167589287
赣锋锂业,2021,22.798741983067323
赣锋锂业,2022,56.922257180348275
"
327,CN,fundamental,2020到2024年，藏格矿业的利息保障倍数最大值是上港集团的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1796.9612,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
藏格矿业,2020,307438778.23,10285678.48
藏格矿业,2021,1694922647.69,48022.18
藏格矿业,2022,6593009612.4,550596.78
藏格矿业,2023,3866309898.9,720163.87
藏格矿业,2024,2708528965.76,4077771.03
上港集团,2020,10574262783.3,1108479142.57
上港集团,2021,17961384026.61,1025159017.33
上港集团,2022,20124289106.22,1079524113.4
上港集团,2023,16246855824.88,1164023406.26
上港集团,2024,18716152788.92,1239591463.14
","corporate,year,利息保障倍数
上港集团,2020,10.53943324434924
上港集团,2021,18.520583366071303
上港集团,2022,19.64181527435995
上港集团,2023,14.957499254315724
上港集团,2024,16.098646082565175
藏格矿业,2020,30.889985267165383
藏格矿业,2021,35295.57945661776
藏格矿业,2022,11975.297438499367
藏格矿业,2023,5369.6529690804955
藏格矿业,2024,665.2180117111677
"
328,CN,fundamental,在2021-2025年间，利息保障倍数的最大值，华利集团相对中航光电的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8774,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
华利集团,2021,3684482571.04,37274797.61
华利集团,2022,4090028425.32,67757002.19
华利集团,2023,4036124486.47,71098773.3
华利集团,2024,4947870288.03,42252229.27
华利集团,2025,4156859526.17,72629173.2
中航光电,2021,2267497076.91,42353578.97
中航光电,2022,3054022995.3,37911325.55
中航光电,2023,3733766834.38,37520802.14
中航光电,2024,3764188357.46,28174285.33
中航光电,2025,2690774891.98,28417890.43
","corporate,year,利息保障倍数
中航光电,2021,54.53731920780814
中航光电,2022,81.5570090466014
中航光电,2023,100.51191396304193
中航光电,2024,134.60368553703435
中航光电,2025,95.68594787526598
华利集团,2021,99.84648092768008
华利集团,2022,61.36318451414063
华利集团,2023,57.76784983954147
华利集团,2024,118.1031771226115
华利集团,2025,58.23401965107321
"
329,CN,fundamental,分别统计中国中铁和华友钴业在2021-2025年的利息保障倍数的最小值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1059,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
中国中铁,2021,37586179000.0,7389996000.0
中国中铁,2022,42583495000.0,9370093000.0
中国中铁,2023,46069901000.0,11683871000.0
中国中铁,2024,38871107000.0,12542713000.0
中国中铁,2025,33539825000.0,13080898000.0
华友钴业,2021,4828278862.95,502298446.61
华友钴业,2022,6031195156.03,1344158702.41
华友钴业,2023,4774015096.8,1960858477.63
华友钴业,2024,5584628546.54,2512552872.16
华友钴业,2025,8329775716.16,2271478731.52
","corporate,year,利息保障倍数
中国中铁,2021,6.0860892211579
中国中铁,2022,5.544618180417206
中国中铁,2023,4.943034033840326
中国中铁,2024,4.099098815383881
中国中铁,2025,3.5640307721992786
华友钴业,2021,10.612370684273335
华友钴业,2022,5.486966565195322
华友钴业,2023,3.4346556119491773
华友钴业,2024,3.2226909564450232
华友钴业,2025,4.667115875034403
"
330,CN,fundamental,"2020-2022年的净债务/EBITDA的平均值, 中国铁建与盛美上海之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.2966,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中国铁建,2020,49879073000.0,28573343000.0,111018145000.0,26111854000.0,2677405000.0,0.0,0.0,0.0,0.0,187997046000.0,587022000.0,31490552000.0,5621495000.0,16548139000.0,990169000.0,207772000.0
中国铁建,2021,46057400000.0,38703490000.0,115044574000.0,29534875000.0,2889378000.0,0.0,0.0,0.0,0.0,126821154000.0,460063000.0,35151419000.0,6016226000.0,16990039000.0,1362954000.0,198056000.0
中国铁建,2022,51367562000.0,45527795000.0,133415428000.0,28096696000.0,2451292000.0,0.0,0.0,0.0,0.0,158424810000.0,961298000.0,37824462000.0,6143183000.0,19002065000.0,1518926000.0,273809000.0
盛美上海,2020,171753542.58,10458460.32,117280857.74,0.0,0.0,0.0,0.0,0.0,0.0,271267852.84,184208918.79,223024074.6,6295231.98,3079241.84,1583692.72,3543107.12
盛美上海,2021,61718178.74,29770989.5,146411940.84,0.0,12511915.14,0.0,0.0,0.0,0.0,3402530435.4,188126051.82,268743818.6,6102462.66,21793174.76,2861485.0,6632276.37
盛美上海,2022,390372777.79,25890120.12,130133420.86,0.0,7727998.97,0.0,0.0,0.0,0.0,1562384721.34,140730269.72,716696265.53,12006970.59,34737467.0,4377425.73,16787999.65
","corporate,year,净债务/EBITDA
中国铁建,2020,0.5409545243861498
中国铁建,2021,1.7573810304692865
中国铁建,2022,1.5668442567293437
盛美上海,2020,-0.6567042723341547
盛美上海,2021,-10.911078162239022
盛美上海,2022,-1.4644171535043011
"
331,CN,fundamental,龙佰集团与潞安环能在2017至2021年净债务/EBITDA最大值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7093,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
龙佰集团,2017,3440802914.0,379000000.0,665419851.07,0.0,0.0,3260956.88,0.0,0.0,0.0,2353500074.73,700000000.0,3055461876.97,148175464.66,755521272.8,121134172.6,6087012.62
龙佰集团,2018,3633223440.0,578127672.5,407807282.1,0.0,0.0,2778399.62,0.0,0.0,0.0,1684382500.87,658835379.0,2715871805.03,205581833.78,774102122.96,121465009.81,8165192.96
龙佰集团,2019,2867356101.03,141832464.0,2752332976.56,0.0,0.0,264896.5,0.0,0.0,0.0,2640651165.38,0.0,3022048718.95,182886637.41,822955124.36,133158710.22,11890262.67
龙佰集团,2020,4096580112.52,1486379981.0,3469282193.84,0.0,0.0,652626.49,0.0,0.0,0.0,5127451501.02,0.0,2820079683.92,254545680.14,961964911.58,143118927.08,23445974.98
龙佰集团,2021,4624085750.29,1418674519.98,3798977644.1,0.0,18156917.33,264896.5,0.0,0.0,0.0,6287035428.91,0.0,5518909889.42,299600490.57,1321335040.69,175402350.25,16015739.31
潞安环能,2017,7025350000.0,3984664609.85,4031801104.89,5961560726.2,0.0,87252838.36,0.0,0.0,0.0,13451519220.97,781552.24,3402097104.2,1067484702.9,1122490632.45,205469630.92,3371608.08
潞安环能,2018,7175350000.0,5329589178.48,1740041500.0,5968660932.44,0.0,88736357.91,0.0,0.0,0.0,17199577272.32,0.0,2612234646.24,1281679924.68,1263764810.45,203731070.11,16812427.88
潞安环能,2019,6397738360.0,2836500495.1,1651701500.0,5976284884.05,0.0,36936899.59,0.0,0.0,0.0,14978400892.09,6724820.0,3037720676.64,1455263270.31,1699050430.75,227412875.1,23525788.49
潞安环能,2020,9676169501.0,767059166.78,3039701500.0,5630259148.7,0.0,38668562.03,0.0,14259063.0,0.0,16605819636.08,0.0,2679303181.8,1263033945.11,1760905629.21,270752318.25,17268998.99
潞安环能,2021,9659800000.0,7637832980.45,2655701500.0,0.0,1019401616.1,40531952.73,0.0,0.0,0.0,16440016438.49,0.0,9255774006.39,1435375037.25,2565525028.49,431379186.32,27679239.26
","corporate,year,净债务/EBITDA
潞安环能,2017,1.3167457627122081
潞安环能,2018,0.5769193218856016
潞安环能,2019,0.29707348057858346
潞安环能,2020,0.4273384170820135
潞安环能,2021,0.33343108809927263
龙佰集团,2017,0.35116257361660486
龙佰集团,2018,0.595714544462423
龙佰集团,2019,0.7479464553481392
龙佰集团,2020,0.9339277868341834
龙佰集团,2021,0.4873817854588382
"
332,CN,fundamental,2016到2018年，宁德时代的净债务/EBITDA最小值是中国神华的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.1179,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
宁德时代,2016,1226587998.8,240511234.77,302000000.0,0.0,0.0,5776292.16,0.0,0.0,0.0,2456530834.16,0.0,3400213705.3,0.0,731417250.67,47998770.85,5071074.74
宁德时代,2017,2245096000.7,364944599.97,2129095275.13,0.0,0.0,15205262.28,0.0,0.0,0.0,14080936626.3,0.0,4848100224.28,98824909.51,1279538608.41,75101189.69,26541967.12
宁德时代,2018,1180092100.11,929024032.37,3490767815.96,0.0,0.0,19842845.23,0.0,314247518.1,0.0,27731189739.92,0.0,4204813251.93,204435332.83,2125110234.63,95733856.19,83377065.66
中国神华,2016,4384000000.0,27819000000.0,58462000000.0,15316000000.0,0.0,705000000.0,0.0,0.0,0.0,50757000000.0,54000000.0,38896000000.0,0.0,21346000000.0,1534000000.0,1065000000.0
中国神华,2017,9493000000.0,14899000000.0,64321000000.0,6485000000.0,0.0,0.0,0.0,12000000.0,0.0,81090000000.0,108000000.0,70333000000.0,4136000000.0,22066000000.0,1687000000.0,872000000.0
中国神华,2018,2000000000.0,4229000000.0,46765000000.0,6823000000.0,0.0,0.0,0.0,0.0,0.0,72205000000.0,32452000000.0,70069000000.0,4649000000.0,20749000000.0,1911000000.0,924000000.0
","corporate,year,净债务/EBITDA
中国神华,2016,0.8891488041246957
中国神华,2017,0.14140109391083214
中国神华,2018,-0.45614534800919615
宁德时代,2016,-0.16289224505032426
宁德时代,2017,-1.4738365892142402
宁德时代,2018,-3.2467883625441023
"
333,CN,fundamental,在2022-2024年间，净债务/EBITDA的最大值，海光信息相对山西焦煤的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.8323,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
海光信息,2022,200000000.0,386663051.24,479800000.0,0.0,46566154.67,0.0,0.0,0.0,0.0,11207910325.69,0.0,1136511597.94,29490082.12,53486903.45,640696064.79,4442738.0
海光信息,2023,350000000.0,44869674.47,858900000.0,0.0,30967404.31,0.0,0.0,0.0,0.0,10321487491.79,0.0,1680172494.53,36235010.67,80302601.0,668419735.99,6731367.82
海光信息,2024,1800000000.0,122074798.41,898900000.0,0.0,81144259.11,0.0,0.0,0.0,0.0,8797388047.45,0.0,2784425909.37,43831757.3,128639463.85,1198297138.62,76423188.51
山西焦煤,2022,1726470833.34,3185855521.22,6791263001.43,1998841875.81,162855500.21,0.0,0.0,0.0,0.0,17591369484.11,3075.52,18003984927.11,1204741571.68,3502158837.78,484655583.71,22667313.11
山西焦煤,2023,1426402361.11,2001570901.65,4410101001.43,1999406698.87,169746129.44,0.0,0.0,0.0,0.0,19986725589.86,0.0,11646835053.18,946371516.85,3549783473.63,496322310.18,22832792.41
山西焦煤,2024,1626761266.66,4175730597.18,23790179756.53,0.0,99040290.63,0.0,0.0,0.0,0.0,12219624578.66,0.0,5661991701.5,765671749.36,3421160549.64,492287563.7,97397361.46
","corporate,year,净债务/EBITDA
山西焦煤,2022,-0.16048119605808062
山西焦煤,2023,-0.5989323949447166
山西焦煤,2024,1.6738106425708004
海光信息,2022,-5.413886545885922
海光信息,2023,-3.6558486279144455
海光信息,2024,-1.3931479035923766
"
334,CN,fundamental,分别统计中航机载和恒立液压在2019-2021年的净债务/EBITDA的最小值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0552,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中航机载,2019,4196831241.03,79067834.8,338323160.64,2128958644.02,2838411.11,3078751.49,0.0,0.0,0.0,3349690773.43,0.0,631113031.16,318643189.89,337474845.34,70669462.31,4337180.12
中航机载,2020,3015262056.78,158029496.86,680240000.0,0.0,3870009.65,0.0,0.0,0.0,0.0,3946787821.8,0.0,719480236.4,271015920.7,302901404.05,76187525.46,2026937.99
中航机载,2021,2372098230.89,474924578.34,1549678635.77,0.0,9699787.68,0.0,0.0,0.0,0.0,3940252497.35,0.0,881088909.8,132269986.46,368870505.62,87598017.42,2778553.24
恒立液压,2019,551349220.46,385717701.11,199510353.73,0.0,0.0,1150000.0,0.0,0.0,0.0,2343385152.28,372000000.0,1492824438.85,55925448.16,251329223.47,10503165.98,2103580.57
恒立液压,2020,323966935.8,230477442.0,370170119.61,0.0,0.0,0.0,0.0,0.0,0.0,2777015827.5,713000000.0,2609112777.25,44104910.61,294836056.24,12846732.11,2896029.83
恒立液压,2021,182343781.19,414360383.25,44497703.43,0.0,6434543.38,0.0,0.0,0.0,0.0,3642807377.77,1143817485.29,3068332803.56,29405587.24,389099751.93,13628666.72,3868656.75
","corporate,year,净债务/EBITDA
中航机载,2019,2.495458206486327
中航机载,2020,-0.06516876267256935
中航机载,2021,0.31654681837665744
恒立液压,2019,-0.8703426856128939
恒立液压,2020,-0.8655794434138443
恒立液压,2021,-1.1811050887483099
"
335,CN,fundamental,"2020-2022年的营业收入增长率的最小值, 海尔智家与华勤技术之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.4207,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
海尔智家,2019,200761983256.57
海尔智家,2020,209723430081.03
海尔智家,2021,227105817641.69
海尔智家,2022,243578924958.47
华勤技术,2019,35300097708.54
华勤技术,2020,59865743277.45
华勤技术,2021,83758524337.08
华勤技术,2022,92645701601.4
","corporate,year,营业收入增长率
华勤技术,2020,69.59087131072427
华勤技术,2021,39.91060621914945
华勤技术,2022,10.610474975125161
海尔智家,2020,4.463717024058003
海尔智家,2021,8.288243022700916
海尔智家,2022,7.253494202764102
"
336,CN,fundamental,宝丰能源与深南电路在2021至2025年营业收入增长率最小值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.7453,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
宝丰能源,2020,15927728889.05
宝丰能源,2021,23299935290.2
宝丰能源,2022,28429848345.48
宝丰能源,2023,29135511197.96
宝丰能源,2024,32982889902.49
宝丰能源,2025,48037593136.78
深南电路,2020,11600456950.24
深南电路,2021,13942521948.74
深南电路,2022,13992454035.04
深南电路,2023,13526425962.45
深南电路,2024,17907445251.3
深南电路,2025,23646977088.98
","corporate,year,营业收入增长率
宝丰能源,2021,46.28535839920184
宝丰能源,2022,22.016855374862995
宝丰能源,2023,2.4821196508147794
宝丰能源,2024,13.205118243469801
宝丰能源,2025,45.64397867742166
深南电路,2021,20.18942019737891
深南电路,2022,0.3581280810141637
深南电路,2023,-3.330567114410163
深南电路,2024,32.3885947478803
深南电路,2025,32.05109247654037
"
337,CN,fundamental,2020到2024年，中国中冶的营业收入增长率最大值是百利天恒的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0268,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
中国中冶,2019,338637609000.0
中国中冶,2020,400114623000.0
中国中冶,2021,500571647000.0
中国中冶,2022,592669072000.0
中国中冶,2023,633870422000.0
中国中冶,2024,552024638000.0
百利天恒,2019,1206623638.95
百利天恒,2020,1012709388.05
百利天恒,2021,796731823.79
百利天恒,2022,703281558.8
百利天恒,2023,561870733.49
百利天恒,2024,5822717804.49
","corporate,year,营业收入增长率
中国中冶,2020,18.154219249758523
中国中冶,2021,25.107061383257665
中国中冶,2022,18.39845016232012
中国中冶,2023,6.951830616192504
中国中冶,2024,-12.912068643581541
百利天恒,2020,-16.07081484569154
百利天恒,2021,-21.326707030520453
百利天恒,2022,-11.729199487157842
百利天恒,2023,-20.107284705614546
百利天恒,2024,936.3091468250732
"
338,CN,fundamental,在2017-2019年间，营业收入增长率的平均值，亿联网络相对晶科能源的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.9297,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
亿联网络,2016,923740730.53
亿联网络,2017,1387763173.2
亿联网络,2018,1815359403.28
亿联网络,2019,2489346726.31
晶科能源,2016,22967508711.7
晶科能源,2017,28244146161.44
晶科能源,2018,24508770859.73
晶科能源,2019,29489576245.11
","corporate,year,营业收入增长率
亿联网络,2017,50.23297418137721
亿联网络,2018,30.811902083697685
亿联网络,2019,37.12693595616584
晶科能源,2017,22.974357018756667
晶科能源,2018,-13.225307928797218
晶科能源,2019,20.32254254563165
"
339,CN,fundamental,分别统计东鹏饮料和万华化学在2018-2022年的营业收入增长率的最大值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4147,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
东鹏饮料,2017,2843807600.0
东鹏饮料,2018,3037535999.62
东鹏饮料,2019,4208728479.27
东鹏饮料,2020,4958502618.73
东鹏饮料,2021,6977822474.41
东鹏饮料,2022,8505389730.5
万华化学,2017,53123173258.81
万华化学,2018,72837108238.47
万华化学,2019,68050668650.78
万华化学,2020,73432968475.63
万华化学,2021,145537817628.55
万华化学,2022,165565484373.69
","corporate,year,营业收入增长率
万华化学,2018,37.10985954023487
万华化学,2019,-6.571430007928257
万华化学,2020,7.909253401271781
万华化学,2021,98.19138549035944
万华化学,2022,13.761142685439864
东鹏饮料,2018,6.812289256840015
东鹏饮料,2019,38.557320136996495
东鹏饮料,2020,17.814742460888024
东鹏饮料,2021,40.72438820647836
东鹏饮料,2022,21.891747198959248
"
340,CN,fundamental,"2019-2023年的EBITDA增长率的最大值, 中国联通与中国神华之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.5256,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中国联通,2018,12075362887.0,1539367075.0,66305636396.0,5132967570.0,2136416482.0
中国联通,2019,14035186382.0,1877622806.0,75476350533.0,4647512760.0,1116148078.0
中国联通,2020,15959508916.0,1455970442.0,74509675347.0,5326560929.0,1437427468.0
中国联通,2021,17807323798.0,1229336920.0,77902355605.0,4433659453.0,1452101458.0
中国联通,2022,20367453785.0,962960134.0,77430111177.0,5421008487.0,1010603113.0
中国联通,2023,22709522469.0,1846122933.0,72606749891.0,5974555193.0,1563285714.0
中国神华,2018,70069000000.0,4649000000.0,20749000000.0,1911000000.0,924000000.0
中国神华,2019,66724000000.0,2849000000.0,17971000000.0,1580000000.0,1009000000.0
中国神华,2020,62662000000.0,2261000000.0,17341000000.0,1548000000.0,942000000.0
中国神华,2021,77150000000.0,2573000000.0,17795000000.0,1824000000.0,1162000000.0
中国神华,2022,96247000000.0,3234000000.0,19530000000.0,2057000000.0,1287000000.0
中国神华,2023,87176000000.0,2858000000.0,20272000000.0,1806000000.0,2781000000.0
","corporate,year,EBITDA增长率
中国神华,2019,-8.310105592968608
中国神华,2020,-5.967847514228973
中国神华,2021,18.583193713571042
中国神华,2022,21.74142322693624
中国神华,2023,-6.098647378529688
中国联通,2019,11.426882290808017
中国联通,2020,1.5813463100301917
中国联通,2021,4.19056646152619
中国联通,2022,2.3023239395039603
中国联通,2023,-0.4676209757213772
"
341,CN,fundamental,招商轮船与华润三九在2018至2020年EBITDA增长率平均值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.2669,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
招商轮船,2017,1206129618.47,557314104.46,1356341177.61,4896521.4,164170268.7
招商轮船,2018,1162792550.06,788858860.3,1461672691.39,5097876.78,209801009.0
招商轮船,2019,1998117396.84,1040956895.73,2095980975.67,6562516.27,327683959.43
招商轮船,2020,3259401215.34,691823666.9,2204219446.86,7107457.53,363176923.54
华润三九,2017,1518306647.21,27977571.93,279216439.55,41955106.24,21152742.79
华润三九,2018,1718880497.33,25836440.62,290570815.67,59631776.31,26052025.66
华润三九,2019,2554983435.72,4406951.57,300456267.19,36993374.62,32349440.4
华润三九,2020,2059418523.12,5088327.01,327407494.04,65033495.96,34281008.73
","corporate,year,EBITDA增长率
华润三九,2018,12.303399403326706
华润三九,2019,38.10602324108843
华润三九,2020,-14.95159753919086
招商轮船,2018,10.318838573835471
招商轮船,2019,50.74326365104034
招商轮船,2020,19.315572913864614
"
342,CN,fundamental,2019到2021年，招商蛇口的EBITDA增长率平均值是保利发展的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1435,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
招商蛇口,2018,26600951346.54,3605374559.59,859041938.71,20873668.3,245125863.02
招商蛇口,2019,26123711486.14,5021682731.13,1127402373.44,22237364.56,166143426.38
招商蛇口,2020,24109433191.38,4405065423.32,1400767095.59,26872445.67,200072407.81
招商蛇口,2021,22842599612.88,4488220982.41,1948603998.07,53678020.01,186467252.59
保利发展,2018,35780300096.0,4522064368.78,907391260.07,17108617.67,90112704.58
保利发展,2019,50530715726.75,4604619675.42,1121233466.62,41500841.43,95973638.78
保利发展,2020,52539468908.04,5870397845.63,1144365772.77,36390616.39,118499338.25
保利发展,2021,50034962011.57,5583381396.48,1943467964.0,46997541.85,115003099.74
","corporate,year,EBITDA增长率
保利发展,2019,36.491213490068844
保利发展,2020,5.878420725331408
保利发展,2021,-3.324970096603043
招商蛇口,2019,3.606002865836212
招商蛇口,2020,-7.14381610566871
招商蛇口,2021,-2.0656769565480912
"
343,CN,fundamental,在2018-2022年间，EBITDA增长率的最小值，华润三九相对海尔智家的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.9767,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
华润三九,2017,1518306647.21,27977571.93,279216439.55,41955106.24,21152742.79
华润三九,2018,1718880497.33,25836440.62,290570815.67,59631776.31,26052025.66
华润三九,2019,2554983435.72,4406951.57,300456267.19,36993374.62,32349440.4
华润三九,2020,2059418523.12,5088327.01,327407494.04,65033495.96,34281008.73
华润三九,2021,2444002613.71,14178715.68,412847420.41,68356144.35,43379926.85
华润三九,2022,2963436465.76,21227245.99,447081993.6,77293357.48,47034026.75
海尔智家,2017,10503277210.05,1431139429.49,2597277680.6,473044960.22,36706751.0
海尔智家,2018,11781495032.66,1465865741.36,2560302067.47,555797458.0,40540358.8
海尔智家,2019,14630608797.96,1747107740.65,3766641387.29,786513629.57,110134513.81
海尔智家,2020,13562278629.27,1327091393.08,3954878769.18,950566688.96,189323872.7
海尔智家,2021,15937513226.9,712462772.83,3899373994.04,905996786.57,257802793.09
海尔智家,2022,17791135761.49,988036369.52,4565101620.07,1074941740.28,411338249.38
","corporate,year,EBITDA增长率
华润三九,2018,12.303399403326706
华润三九,2019,38.10602324108843
华润三九,2020,-14.95159753919086
华润三九,2021,19.730663136986752
华润三九,2022,19.220699685863718
海尔智家,2018,9.058667790910544
海尔智家,2019,28.26752758417272
海尔智家,2020,-5.022890600431089
海尔智家,2021,8.651912347498747
海尔智家,2022,14.357217762294209
"
344,CN,fundamental,分别统计国投电力和中远海控在2019-2021年的EBITDA增长率的最大值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0099,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
国投电力,2018,9729172218.86,5026106016.39,6826719053.27,339100223.45,31056691.66
国投电力,2019,10317072306.22,4873610844.96,7179415205.73,349319545.14,46767898.25
国投电力,2020,11709596168.13,4219524872.48,6808289674.62,371291397.85,60693876.95
国投电力,2021,6585396748.33,4396297986.32,8235063717.72,359604199.47,29988302.54
中远海控,2018,3845322519.27,3564540952.5,3902467847.16,297641211.95,15542708.3
中远海控,2019,11926700765.72,6064480074.47,11610436608.8,413434117.36,36698517.3
中远海控,2020,13947709711.19,4083891554.15,11877973025.0,427268460.63,89454567.57
中远海控,2021,128006539768.12,3593158471.65,12582627536.75,398129032.91,85720376.5
","corporate,year,EBITDA增长率
中远海控,2019,158.49822107127255
中远海控,2020,1.2463408415398076
中远海控,2021,375.4642790458072
国投电力,2019,3.708208265662557
国投电力,2020,1.7710924142799813
国投电力,2021,-15.378238764546165
"
345,CN,fundamental,"2017-2021年的净利润增长率的最小值, 中国化学与康龙化成之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.3562,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
中国化学,2016,1775245823.07
中国化学,2017,1596140783.93
中国化学,2018,2080047920.64
中国化学,2019,3287263412.45
中国化学,2020,3842161678.09
中国化学,2021,5003831512.0
康龙化成,2016,176911924.66
康龙化成,2017,227023844.49
康龙化成,2018,332845594.84
康龙化成,2019,530673808.83
康龙化成,2020,1146991543.78
康龙化成,2021,1620076584.07
","corporate,year,净利润增长率
中国化学,2017,-10.089027491993573
中国化学,2018,30.31732172888467
中国化学,2019,58.03786921594371
中国化学,2020,16.88024949684316
中国化学,2021,30.23479830467427
康龙化成,2017,28.325914110260303
康龙化成,2018,46.6126148941422
康龙化成,2019,59.43543103975786
康龙化成,2020,116.13871359297401
康龙化成,2021,41.245730437637874
"
346,CN,fundamental,卓胜微与宝丰能源在2017至2019年净利润增长率最大值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.9709,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
卓胜微,2016,84159408.33
卓胜微,2017,169446088.86
卓胜微,2018,160375944.55
卓胜微,2019,494456758.23
宝丰能源,2016,1718475039.36
宝丰能源,2017,2923435673.51
宝丰能源,2018,3695515632.36
宝丰能源,2019,3801873303.62
","corporate,year,净利润增长率
卓胜微,2017,101.33944881786697
卓胜微,2018,-5.352820104035538
卓胜微,2019,208.31104977582498
宝丰能源,2017,70.11801780948507
宝丰能源,2018,26.410020437460425
宝丰能源,2019,2.8780197904907383
"
347,CN,fundamental,2018到2022年，中远海能的净利润增长率平均值是陕西煤业的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1174,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
中远海能,2017,1885061660.14
中远海能,2018,323858722.56
中远海能,2019,689355060.26
中远海能,2020,2622548565.14
中远海能,2021,-4657130544.8
中远海能,2022,1784305407.01
陕西煤业,2017,15725672965.81
陕西煤业,2018,15929157536.05
陕西煤业,2019,16630096066.64
陕西煤业,2020,19712868322.15
陕西煤业,2021,34023199603.77
陕西煤业,2022,53209422754.4
","corporate,year,净利润增长率
中远海能,2018,-82.81972789495133
中远海能,2019,112.8567218479922
中远海能,2020,280.4350930782852
中远海能,2021,-277.5803356591564
中远海能,2022,138.31340757673837
陕西煤业,2018,1.2939641481951591
陕西煤业,2019,4.400349039198554
陕西煤业,2020,18.537308763321267
陕西煤业,2021,72.59385619463839
陕西煤业,2022,56.391589780121784
"
348,CN,fundamental,在2021-2023年间，净利润增长率的最小值，圣邦股份相对新和成的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.732,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
圣邦股份,2020,283586476.92
圣邦股份,2021,688961437.31
圣邦股份,2022,858236417.09
圣邦股份,2023,269937466.3
新和成,2020,3577227510.51
新和成,2021,4372225619.34
新和成,2022,3638277074.8
新和成,2023,2725408902.23
","corporate,year,净利润增长率
圣邦股份,2021,142.94580079865958
圣邦股份,2022,24.56958700633841
圣邦股份,2023,-68.54742342264267
新和成,2021,22.223862096952793
新和成,2022,-16.786611864069165
新和成,2023,-25.090672145143905
"
349,CN,fundamental,分别统计卓胜微和三环集团在2023-2025年的净利润增长率的最小值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-33.7673,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
卓胜微,2022,1078496540.95
卓胜微,2023,1119455336.98
卓胜微,2024,402645477.35
卓胜微,2025,-292895136.67
三环集团,2022,1506103182.8
三环集团,2023,1583150590.62
三环集团,2024,2190233758.58
三环集团,2025,2616980154.49
","corporate,year,净利润增长率
三环集团,2023,5.115679237644324
三环集团,2024,38.34652063782838
三环集团,2025,19.48405708926126
卓胜微,2023,3.7977679551870582
卓胜微,2024,-64.03201949653186
卓胜微,2025,-172.74268634474205
"
350,CN,fundamental,"2020-2024年的每股收益增长率的平均值, 中国太保与康龙化成之比是多少？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.6887,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
中国太保,2019,27741000000.0,9062000000.0
中国太保,2020,24584000000.0,9620000000.0
中国太保,2021,26834000000.0,9620000000.0
中国太保,2022,37381000000.0,9620000000.0
中国太保,2023,27257000000.0,9620000000.0
中国太保,2024,44960000000.0,9620000000.0
康龙化成,2019,547191486.94,794387462.0
康龙化成,2020,1172382387.8,794387462.0
康龙化成,2021,1661028567.53,794177098.0
康龙化成,2022,1374604224.18,1191224554.0
康龙化成,2023,1601096033.08,1787394297.0
康龙化成,2024,1793350814.5,1778195525.0
","corporate,year,每股收益增长率
中国太保,2020,-16.52058044185221
中国太保,2021,9.152294175073218
中国太保,2022,39.30461354997392
中国太保,2023,-27.08327760092025
中国太保,2024,64.94845360824742
康龙化成,2020,114.25450062393836
康龙化成,2021,41.71728977029529
康龙化成,2022,-44.82729275917029
康龙化成,2023,-22.37296898356427
康龙化成,2024,12.58712463139225
"
351,CN,fundamental,渝农商行与青岛啤酒在2017至2021年每股收益增长率最大值之比是多少？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3183,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
渝农商行,2016,7944748000.0,9300000000.0
渝农商行,2017,8935973000.0,10000000000.0
渝农商行,2018,9058191000.0,10000000000.0
渝农商行,2019,9759893000.0,11357000000.0
渝农商行,2020,8401197000.0,11357000000.0
渝农商行,2021,9559709000.0,11357000000.0
青岛啤酒,2016,1043486428.0,1350982795.0
青岛啤酒,2017,1263017188.0,1350982795.0
青岛啤酒,2018,1422199705.0,1350982795.0
青岛啤酒,2019,1852103376.0,1350982795.0
青岛啤酒,2020,2201323556.0,1364182795.0
青岛啤酒,2021,3155455810.0,1364354793.0
","corporate,year,每股收益增长率
渝农商行,2017,4.603127625948624
渝农商行,2018,1.367707803056248
渝农商行,2019,-5.127584799747667
渝农商行,2020,-13.92121819368307
渝农商行,2021,13.789844470972417
青岛啤酒,2017,21.03819983751623
青岛啤酒,2018,12.603353185720872
青岛啤酒,2019,30.228080450909655
青岛啤酒,2020,17.705269997125658
青岛啤酒,2021,43.325501035320286
"
352,CN,fundamental,2023到2025年，拓普集团的每股收益增长率平均值是中国化学的几倍？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4139,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
拓普集团,2022,1700208711.12,1102046572.0
拓普集团,2023,2150642258.47,1102049773.0
拓普集团,2024,3000605982.24,1686025655.0
拓普集团,2025,2779071103.34,1737835580.0
中国化学,2022,5415214018.5,6109470588.0
中国化学,2023,5426141014.95,6109470588.0
中国化学,2024,5687933905.73,6109070562.0
中国化学,2025,6436145919.35,6106877362.0
","corporate,year,每股收益增长率
中国化学,2023,0.20178327971286783
中国化学,2024,4.83152464614502
中国化学,2025,13.195010319705924
拓普集团,2023,26.492471052254146
拓普集团,2024,-8.80357235462114
拓普集团,2025,-10.144186214784712
"
353,CN,fundamental,在2021-2025年间，每股收益增长率的最大值，中信特钢相对中远海能的比值是多少？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2191,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
中信特钢,2020,6032162883.46,5047143433.0
中信特钢,2021,7777737680.11,5047143433.0
中信特钢,2022,7105360274.44,5047154263.0
中信特钢,2023,5721189483.5,5047156349.0
中信特钢,2024,5125627037.63,5047157035.0
中信特钢,2025,5928668055.97,5047158005.0
中远海能,2020,2372519124.56,4762691885.0
中远海能,2021,-4975409016.35,4762691885.0
中远海能,2022,1457074605.98,4770776395.0
中远海能,2023,3381403154.19,4770776395.0
中远海能,2024,4041765166.01,4770776395.0
中远海能,2025,4037310920.74,5465220839.0
","corporate,year,每股收益增长率
中信特钢,2021,28.937792801257256
中信特钢,2022,-8.645092953097286
中信特钢,2023,-19.480689255104082
中信特钢,2024,-10.409778320629078
中信特钢,2025,15.667153950713855
中远海能,2021,-309.70996460450976
中远海能,2022,129.2358971319662
中远海能,2023,132.06794904751868
中远海能,2024,19.5292303729511
中远海能,2025,-12.802814743419603
"
354,CN,fundamental,分别统计华友钴业和四川路桥在2020-2024年的每股收益增长率的平均值，计算两者之比。（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.2133,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
华友钴业,2019,119534808.82,1078671471.0
华友钴业,2020,1164842854.12,1141261526.0
华友钴业,2021,3897503525.74,1221228483.0
华友钴业,2022,3907615568.23,1599678228.0
华友钴业,2023,3350891340.06,1710086520.0
华友钴业,2024,4154825193.75,1692178088.0
四川路桥,2019,1701863780.31,3610525510.0
四川路桥,2020,3010398063.22,4777570289.0
四川路桥,2021,6701881859.48,5827466107.0
四川路桥,2022,11212381160.83,6226336775.0
四川路桥,2023,9003845893.62,8715578165.0
四川路桥,2024,7209866536.24,8712263805.0
","corporate,year,每股收益增长率
华友钴业,2020,821.0367610301217
华友钴业,2021,212.68527414033707
华友钴业,2022,-23.459797768069233
华友钴业,2023,-19.78361907025811
华友钴业,2024,25.30385368937323
四川路桥,2020,33.67877678200345
四川路桥,2021,82.51567581798818
四川路桥,2022,56.58430681016392
四川路桥,2023,-42.63241003082637
四川路桥,2024,-19.894127104286795
"
355,CN,fundamental,"2022-2024年的公司自由现金流的最小值, 中海油服与伊利股份之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.4245,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
中海油服,2022,6899886329.0,4142285637.0,763602431.0,482274582.0,2981478582.0
中海油服,2023,13095904097.0,9473763621.0,969394082.0,960240347.0,4242868554.0
中海油服,2024,11016625639.0,6031060059.0,759921233.0,1268236298.0,4667339590.0
伊利股份,2022,13420320580.36,6646107588.62,1402531643.41,1311984452.9,10630190319.67
伊利股份,2023,18290357650.56,6955597704.25,2192827743.5,1436881588.37,11721187786.65
伊利股份,2024,21739740393.38,3978318320.96,1819520437.71,1663018637.87,10126728993.52
","corporate,year,公司自由现金流
中海油服,2022,3397685199.561599
中海油服,2023,4372142583.482698
中海油服,2024,5538996654.5858965
伊利股份,2022,8003643340.110221
伊利股份,2023,13258772458.072927
伊利股份,2024,19282139569.73006
"
356,CN,fundamental,福莱特与贵州茅台在2016至2018年公司自由现金流平均值之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0037,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
福莱特,2016,1047971821.34,394993717.58,28124478.3,126507459.5,729785987.64
福莱特,2017,309041088.71,553594369.83,10718343.36,69327266.91,495854029.94
福莱特,2018,430909251.75,1257129436.89,25791618.68,58830542.68,466145258.99
贵州茅台,2016,37451249647.05,1019178136.92,0.0,6027237847.23,23957880957.11
贵州茅台,2017,22153036084.13,1125017192.45,880974.99,9733648906.6,38740072142.6
贵州茅台,2018,41385234406.72,1606750226.28,0.0,12997985690.66,50827603447.47
","corporate,year,公司自由现金流
福莱特,2016,676227240.0285618
福莱特,2017,-235333510.73931348
福莱特,2018,-803683635.3345128
贵州茅台,2016,36432071510.130005
贵州茅台,2017,21028678517.02417
贵州茅台,2018,39778484180.44
"
357,CN,fundamental,2017到2019年，东方盛虹的公司自由现金流最大值是北方华创的几倍？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-3.1313,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
东方盛虹,2017,1306195131.68,910808527.41,193427436.17,317536511.72,1746694479.24
东方盛虹,2018,2114607969.78,2217221274.98,330591107.11,318206064.76,1283389551.81
东方盛虹,2019,5215122982.16,6025420649.83,465420050.93,293723202.4,1905883990.99
北方华创,2017,31620679.25,232257437.44,29299897.35,38453180.83,205836347.11
北方华创,2018,-20447601.12,244352333.82,57675090.75,62317803.92,345166505.31
北方华创,2019,-941473333.97,171159241.17,80110684.27,69661425.3,439314917.2
","corporate,year,公司自由现金流
东方盛虹,2017,553650321.7230959
东方盛虹,2018,146010409.3207711
东方盛虹,2019,-416605312.8991562
北方华创,2017,-176810501.75385612
北方华创,2018,-217537746.19855005
北方华创,2019,-1045224906.9286737
"
358,CN,fundamental,在2023-2025年间，公司自由现金流的最大值，华东医药相对中航光电的比值是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.771,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
华东医药,2023,3929216706.7,1606618467.79,119514554.96,619588815.15,3465985765.12
华东医药,2024,3748928882.35,1727864860.12,101203829.32,807328247.71,4301513879.47
华东医药,2025,4245604371.17,1574454008.41,94734093.6,605615537.79,4016462310.24
中航光电,2023,3087812924.84,2393678207.99,37520802.14,198004395.59,3733766834.38
中航光电,2024,2149960286.48,1542804098.43,28174285.33,216268359.36,3764188357.46
中航光电,2025,1561835267.72,1582141609.49,28417890.43,341029791.32,2690774891.98
","corporate,year,公司自由现金流
中航光电,2023,729665763.3144786
中航光电,2024,633711742.8899637
中航光电,2025,4509854.860944919
华东医药,2023,2420748054.797483
华东医药,2024,2103273443.423965
华东医药,2025,2751600134.8324857
"
359,CN,fundamental,分别统计金山办公和中国电信在2018-2020年的公司自由现金流的平均值，计算两者之比。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0221,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
金山办公,2018,418097821.34,52573552.67,0.0,10851723.42,321518326.55
金山办公,2019,585691496.95,63210239.47,240.14,5792795.72,406372000.65
金山办公,2020,1514423730.42,55277440.82,3786.18,49289324.13,935863143.87
中国电信,2018,102339000000.0,83855000000.0,3001000000.0,6810000000.0,27372000000.0
中国电信,2019,116658000000.0,83163000000.0,4130000000.0,6322000000.0,27042000000.0
中国电信,2020,135179695764.27,88966977934.59,3457176486.89,6306554704.44,27395728407.38
","corporate,year,公司自由现金流
中国电信,2018,20738368040.333187
中国电信,2019,36659470083.5737
中国电信,2020,48874044966.873505
金山办公,2018,365524268.66999996
金山办公,2019,522481494.1968263
金山办公,2020,1459149876.3723683
"
360,CN,fundamental,"2023-2025年的股权自由现金流的平均值, 中航成飞与宝丰能源之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-1.3477,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
中航成飞,2023,130140846.3,239164243.18,394116790.53,0.0,104500000.0
中航成飞,2024,-12248782722.8,1616442544.07,4000148624.33,0.0,4006542044.73
中航成飞,2025,-2542177536.87,1825659532.35,4499923802.63,0.0,4333253332.43
宝丰能源,2023,8692623772.83,12842160367.9,11270000000.0,0.0,4841110788.3
宝丰能源,2024,8897635369.03,11529080272.76,11997599143.78,0.0,4374381237.58
宝丰能源,2025,16851078343.67,6643088695.58,4040000000.0,0.0,8242985989.51
","corporate,year,股权自由现金流
中航成飞,2023,180593393.64999998
中航成飞,2024,-13871618687.269999
中航成飞,2025,-4201166599.0199995
宝丰能源,2023,2279352616.63
宝丰能源,2024,4991773002.470001
宝丰能源,2025,6005003658.58
"
361,CN,fundamental,中国能建与同仁堂在2020至2024年股权自由现金流最大值之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.7125,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
中国能建,2020,6490100000.0,15004483000.0,46406862000.0,0.0,35635404000.0
中国能建,2021,8844178000.0,14042982000.0,62323727000.0,0.0,44852355000.0
中国能建,2022,7936761000.0,19982714000.0,110992956000.0,0.0,57279007000.0
中国能建,2023,9486032000.0,31129600000.0,118040601000.0,0.0,77549951000.0
中国能建,2024,11027252000.0,45518304000.0,165729542000.0,0.0,108991098000.0
同仁堂,2020,2174631663.93,1150958582.66,507238695.39,0.0,305442918.18
同仁堂,2021,3426414563.66,471207370.17,1501951040.11,0.0,1625013031.45
同仁堂,2022,3094296284.27,330028680.33,1726400000.0,0.0,1782351969.88
同仁堂,2023,1869491851.11,324514815.54,368600000.0,0.0,325197080.79
同仁堂,2024,760985272.75,519551438.55,1376842186.69,0.0,485739379.92
","corporate,year,股权自由现金流
中国能建,2020,2257075000.0
中国能建,2021,12272568000.0
中国能建,2022,41667996000.0
中国能建,2023,18847082000.0
中国能建,2024,22247392000.0
同仁堂,2020,1225468858.4799998
同仁堂,2021,2832145202.1499996
同仁堂,2022,2708315634.06
同仁堂,2023,1588379954.78
同仁堂,2024,1132536640.97
"
362,CN,fundamental,2019到2021年，南山铝业的股权自由现金流平均值是招商轮船的几倍？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.75,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
南山铝业,2019,3792042387.77,2684575600.41,5033642156.14,0.0,4177193543.49
南山铝业,2020,5883410831.48,2846114759.02,5269910095.53,0.0,7234018156.14
南山铝业,2021,4416010733.48,1197510650.23,8084360587.91,0.0,5162065448.87
招商轮船,2019,4683665408.22,3928291354.73,8319666975.0,0.0,9684249450.52
招商轮船,2020,8071813721.95,1418550062.89,14410722650.0,0.0,9673065977.15
招商轮船,2021,6508505385.47,2429600282.69,4951191301.0,0.0,7573928792.84
","corporate,year,股权自由现金流
南山铝业,2019,1963915400.0100007
南山铝业,2020,1073188011.849999
南山铝业,2021,6140795222.289999
招商轮船,2019,-609208422.0300002
招商轮船,2020,11390920331.91
招商轮船,2021,1456167610.94
"
363,CN,fundamental,在2016-2020年间，股权自由现金流的平均值，云铝股份相对TCL科技的比值是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0281,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
云铝股份,2016,909743491.54,1418614220.03,7688134237.51,0.0,8700806211.36
云铝股份,2017,2032199301.55,2812965897.57,10518224069.43,0.0,8323315895.89
云铝股份,2018,337325819.5,3668766086.36,11749738860.51,0.0,8568673429.38
云铝股份,2019,3683920646.97,3539956656.15,11616414662.46,0.0,11963468864.46
云铝股份,2020,4980888756.78,5286562715.22,16525900000.0,0.0,16278580000.0
TCL科技,2016,8028002000.0,14542304000.0,45106460000.0,16098255000.0,46091747000.0
TCL科技,2017,9209615000.0,15656963000.0,42829609000.0,4000000000.0,39733145000.0
TCL科技,2018,10486579000.0,32798364000.0,50564652000.0,5000000000.0,38554966000.0
TCL科技,2019,11490096000.0,20116210000.0,36378744000.0,4000000000.0,29273623000.0
TCL科技,2020,16698283000.0,33085563000.0,61815269000.0,9039321000.0,42412001000.0
","corporate,year,股权自由现金流
TCL科技,2016,8598666000.0
TCL科技,2017,649116000.0
TCL科技,2018,-5302099000.0
TCL科技,2019,2479007000.0
TCL科技,2020,12055309000.0
云铝股份,2016,-1521542702.3400004
云铝股份,2017,1414141577.5199997
云铝股份,2018,-150374835.73000002
云铝股份,2019,-203090211.1800003
云铝股份,2020,-58353958.440000534
"
364,CN,fundamental,分别统计时代电气和领益智造在2022-2024年的股权自由现金流的最大值，计算两者之比。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2959,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
时代电气,2022,2041235459.0,953443703.0,267858093.0,0.0,156965431.0
时代电气,2023,2767580144.0,2982647673.0,838090483.0,0.0,479838338.0
时代电气,2024,3361120915.0,3450534468.0,319000000.0,0.0,1344118434.0
领益智造,2022,4124729586.77,2217803426.83,6978792988.79,0.0,7405899419.0
领益智造,2023,5295286916.67,2281568794.98,7847087069.77,0.0,8590049145.61
领益智造,2024,4015061392.51,3623127027.16,6847326449.94,2120498457.7,5308249066.37
","corporate,year,股权自由现金流
时代电气,2022,1198684418.0
时代电气,2023,143184616.0
时代电气,2024,-1114531987.0
领益智造,2022,1479819729.73
领益智造,2023,2270756045.85
领益智造,2024,4051510206.62
"
365,CN,fundamental,"2016-2020年的经营现金流利润率的最小值, 豪威集团与东方电气之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",1.4902,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
豪威集团,2016,70116453.25,2160769529.87
豪威集团,2017,-271954275.88,2405916266.81
豪威集团,2018,790006614.66,9701902368.56
豪威集团,2019,805335234.79,13631670629.57
豪威集团,2020,3344594067.54,19823965431.66
东方电气,2016,8965090194.05,33285723808.34
东方电气,2017,1838566815.4,32772718802.4
东方电气,2018,-551780305.01,29729655571.73
东方电气,2019,202244625.11,31777585757.68
东方电气,2020,-2748802008.23,36238925547.37
","corporate,year,经营现金流利润率
东方电气,2016,26.933739658693334
东方电气,2017,5.6100527590813085
东方电气,2018,-1.855992928268867
东方电气,2019,0.6364379806956278
东方电气,2020,-7.585219392437232
豪威集团,2016,3.2449760273238613
豪威集团,2017,-11.303563620715016
豪威集团,2018,8.142801119294878
豪威集团,2019,5.907824922376397
豪威集团,2020,16.871468420735305
"
366,CN,fundamental,华勤技术与中微公司在2019至2021年经营现金流利润率平均值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1367,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
华勤技术,2019,1107197974.32,35300097708.54
华勤技术,2020,2625663576.48,59865743277.45
华勤技术,2021,2489948509.64,83758524337.08
中微公司,2019,133270991.54,1946949250.75
中微公司,2020,846292855.04,2273291898.06
中微公司,2021,1016256088.4,3108134730.67
","corporate,year,经营现金流利润率
中微公司,2019,6.845118920724905
中微公司,2020,37.22763696831965
中微公司,2021,32.69665495423785
华勤技术,2019,3.136529489129828
华勤技术,2020,4.385919948093295
华勤技术,2021,2.9727702694705864
"
367,CN,fundamental,2019到2021年，华润三九的经营现金流利润率最大值是中国人寿的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4249,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
华润三九,2019,1949461227.02,14793661506.1
华润三九,2020,2223984705.7,13637258153.77
华润三九,2021,1884653344.33,15544401735.35
中国人寿,2019,286032000000.0,745165000000.0
中国人寿,2020,304019000000.0,825049000000.0
中国人寿,2021,286446000000.0,858508000000.0
","corporate,year,经营现金流利润率
中国人寿,2019,38.38505565881382
中国人寿,2020,36.848599295314585
中国人寿,2021,33.36555978511557
华润三九,2019,13.177679009460649
华润三九,2020,16.30815139394558
华润三九,2021,12.124322160588862
"
368,CN,fundamental,在2021-2025年间，经营现金流利润率的最大值，隆基绿能相对亿纬锂能的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0622,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
隆基绿能,2021,12322606645.15,80607866874.19
隆基绿能,2022,24370135419.56,128998111551.18
隆基绿能,2023,8117363683.48,129497674192.2
隆基绿能,2024,-4724978931.84,82582273118.72
隆基绿能,2025,4359382755.77,70347049950.42
亿纬锂能,2021,1862853924.53,16899804086.38
亿纬锂能,2022,2860220008.15,36303947808.53
亿纬锂能,2023,8676259761.12,48783587175.86
亿纬锂能,2024,4433732894.55,48614556525.09
亿纬锂能,2025,7492131666.79,61469630776.09
","corporate,year,经营现金流利润率
亿纬锂能,2021,11.022932070741124
亿纬锂能,2022,7.878537131099447
亿纬锂能,2023,17.785202490015635
亿纬锂能,2024,9.120175543022281
亿纬锂能,2025,12.18834662287289
隆基绿能,2021,15.287101771819248
隆基绿能,2022,18.891854405086505
隆基绿能,2023,6.26834708354085
隆基绿能,2024,-5.721541383400026
隆基绿能,2025,6.196965983424261
"
369,CN,fundamental,分别统计澜起科技和浙能电力在2018-2020年的经营现金流利润率的最小值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.1805,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
澜起科技,2018,969147001.68,1757664583.13
澜起科技,2019,868962637.0,1737734714.98
澜起科技,2020,1000111569.0,1823665555.45
浙能电力,2018,6774212687.19,56633636514.17
浙能电力,2019,9027910953.58,54370549106.11
浙能电力,2020,10128263993.26,51684433449.89
","corporate,year,经营现金流利润率
浙能电力,2018,11.96146513652723
浙能电力,2019,16.6044137901956
浙能电力,2020,19.596352938800678
澜起科技,2018,55.13833589080859
澜起科技,2019,50.00548297212334
澜起科技,2020,54.84073359894198
"
370,CN,fundamental,"2021-2023年的资本支出占收入比的最小值, 紫金矿业与中远海能之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.3884,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
紫金矿业,2021,20148568080.0,225102488592.0
紫金矿业,2022,24794352673.0,270328998459.0
紫金矿业,2023,30428663664.0,293403242878.0
中远海能,2021,2926107751.27,12698667710.66
中远海能,2022,4449729764.18,18657843200.85
中远海能,2023,5723248263.71,22733056873.94
","corporate,year,资本支出占收入比
中远海能,2021,23.042635794097162
中远海能,2022,23.849111155448465
中远海能,2023,25.175885035816876
紫金矿业,2021,8.950841994696662
紫金矿业,2022,9.171917483636328
紫金矿业,2023,10.370936382817195
"
371,CN,fundamental,中国太保与中国国航在2018至2022年资本支出占收入比平均值之比是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1113,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
中国太保,2018,4177000000.0,354363000000.0
中国太保,2019,3475000000.0,385489000000.0
中国太保,2020,3628000000.0,422182000000.0
中国太保,2021,3688000000.0,440643000000.0
中国太保,2022,9097000000.0,332140000000.0
中国国航,2018,12307679000.0,136774403000.0
中国国航,2019,13108682000.0,136180690000.0
中国国航,2020,12038135000.0,69503749000.0
中国国航,2021,6074638000.0,74531670000.0
中国国航,2022,7637994000.0,52897584000.0
","corporate,year,资本支出占收入比
中国国航,2018,8.998525111456711
中国国航,2019,9.625947702277028
中国国航,2020,17.320123264142197
中国国航,2021,8.150411764555926
中国国航,2022,14.439211439221875
中国太保,2018,1.178734800190765
中国太保,2019,0.9014524409256813
中国太保,2020,0.8593450218152362
中国太保,2021,0.8369587171474414
中国太保,2022,2.7389052809056422
"
372,CN,fundamental,2023到2025年，宝信软件的资本支出占收入比最大值是天孚通信的几倍？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8222,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
宝信软件,2023,376239905.83,12915641411.44
宝信软件,2024,436716672.09,13644424669.39
宝信软件,2025,1252497465.16,10971556121.99
天孚通信,2023,204481976.59,1938597573.62
天孚通信,2024,451476537.29,3251707626.61
天孚通信,2025,417510390.23,5163432471.16
","corporate,year,资本支出占收入比
天孚通信,2023,10.547933174607499
天孚通信,2024,13.884290629187884
天孚通信,2025,8.08590782511393
宝信软件,2023,2.913056300066881
宝信软件,2024,3.200696860965734
宝信软件,2025,11.415859803602995
"
373,CN,fundamental,在2022-2024年间，资本支出占收入比的最小值，中油资本相对中芯国际的比值是多少？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2364,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
中油资本,2022,150145582.89,745101737.06
中油资本,2023,324027415.59,770342135.1
中油资本,2024,954341712.89,804471310.65
中芯国际,2022,42205585000.0,49516084000.0
中芯国际,2023,53865069000.0,45250425000.0
中芯国际,2024,54559287000.0,57795570000.0
","corporate,year,资本支出占收入比
中油资本,2022,20.15101769624641
中油资本,2023,42.06279272883563
中油资本,2024,118.6296764416505
中芯国际,2022,85.23611237108331
中芯国际,2023,119.0377084856109
中芯国际,2024,94.40046529517747
"
374,CN,fundamental,分别统计卓胜微和芒果超媒在2021-2025年的资本支出占收入比的平均值，计算两者之比。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,37.9641,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
卓胜微,2021,2858355796.3,4633570865.7
卓胜微,2022,1710718416.48,3677493060.96
卓胜微,2023,2121789270.91,4378236624.12
卓胜微,2024,1868129167.21,4486931811.79
卓胜微,2025,805660635.07,3726094578.61
芒果超媒,2021,193602527.81,15355863482.07
芒果超媒,2022,189897809.91,13976774034.92
芒果超媒,2023,150261073.92,14628016301.84
芒果超媒,2024,164567397.14,14079689573.23
芒果超媒,2025,135029125.0,13813480305.41
","corporate,year,资本支出占收入比
卓胜微,2021,61.687969800116235
卓胜微,2022,46.518603519361136
卓胜微,2023,48.462188160889255
卓胜微,2024,41.63489095825451
卓胜微,2025,21.62211983815364
芒果超媒,2021,1.2607726555791314
芒果超媒,2022,1.3586669530147193
芒果超媒,2023,1.027214290847483
芒果超媒,2024,1.1688283060792428
芒果超媒,2025,0.977517048669598
"
375,CN,fundamental,"2016-2018年的现金流量充裕率的最小值, 中国巨石与中联重科之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",3.1106,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
中国巨石,2016,3169081426.53,1726052488.75,11451429061.56,791917945.28
中国巨石,2017,3811470323.38,2048433588.36,9119998689.53,1181125479.33
中国巨石,2018,3862006789.83,6054195562.43,6850229988.75,1177266052.2
中联重科,2016,2168560151.68,481657305.4,26551606451.57,2701299895.46
中联重科,2017,2851086469.93,763745484.55,17876573973.38,2679127632.27
中联重科,2018,5064119225.01,530550674.53,14256747199.77,2746683844.4
","corporate,year,现金流量充裕率
中国巨石,2016,0.22685881576587796
中国巨石,2017,0.30863213066489575
中国巨石,2018,0.2742573050600689
中联重科,2016,0.07293061963271079
中联重科,2017,0.13373172661877195
中联重科,2018,0.288817412168801
"
376,CN,fundamental,赛轮轮胎与南山铝业在2017至2021年现金流量充裕率最大值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6181,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
赛轮轮胎,2017,1150056832.92,854975572.51,8221044855.48,393862870.79
赛轮轮胎,2018,1998897816.61,509629300.56,7145830121.93,368116114.6
赛轮轮胎,2019,2008760004.21,1237723292.76,4632477125.87,399087224.96
赛轮轮胎,2020,3423117930.67,1547206108.05,7054744556.94,532762562.3
赛轮轮胎,2021,836670626.36,2590615358.86,6975842361.67,692527870.21
南山铝业,2017,1809587240.52,1369736631.28,2045601906.45,632691002.65
南山铝业,2018,2183561375.69,1730333294.18,4139206717.49,884635787.03
南山铝业,2019,3792042387.77,2684575600.41,4177193543.49,1006045164.63
南山铝业,2020,5883410831.48,2846114759.02,7234018156.14,939988748.08
南山铝业,2021,4416010733.48,1197510650.23,5162065448.87,924170124.95
","corporate,year,现金流量充裕率
南山铝业,2017,0.447029158870745
南山铝业,2018,0.3232905747153158
南山铝业,2019,0.4819689737286764
南山铝业,2020,0.5338789363011653
南山铝业,2021,0.6062828931215225
赛轮轮胎,2017,0.12144361198919539
赛轮轮胎,2018,0.2491280610956848
赛轮轮胎,2019,0.3204127994133187
赛轮轮胎,2020,0.37473731747192884
赛轮轮胎,2021,0.08155490803254449
"
377,CN,fundamental,2016到2020年，中国中铁的现金流量充裕率最大值是赣锋锂业的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6453,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
中国中铁,2016,54495139000.0,12788792000.0,96648358000.0,11636148000.0
中国中铁,2017,33220139000.0,15275304000.0,80330177000.0,10787597000.0
中国中铁,2018,11961697000.0,18980642000.0,115458024000.0,12633915000.0
中国中铁,2019,22197786000.0,20247804000.0,126990369000.0,16038897000.0
中国中铁,2020,30994071000.0,43290967000.0,203263532000.0,18187420000.0
赣锋锂业,2016,658474254.92,506204693.58,360343360.89,77549265.11
赣锋锂业,2017,503866064.58,352915348.56,2448042870.45,117109561.81
赣锋锂业,2018,685231948.0,1198382263.36,1680244854.32,348289547.93
赣锋锂业,2019,669286082.56,814167438.17,2998535754.89,509973555.12
赣锋锂业,2020,746368363.37,1210284356.11,4490669241.53,530584100.66
","corporate,year,现金流量充裕率
中国中铁,2016,0.4501003929041398
中国中铁,2017,0.3122396646894641
中国中铁,2018,0.0813319309327957
中国中铁,2019,0.13595164342427263
中国中铁,2020,0.1170727745612511
赣锋锂业,2016,0.6974643834524761
赣锋锂业,2017,0.17267113118202132
赣锋锂业,2018,0.21234882056381438
赣锋锂业,2019,0.15483139766159776
赣锋锂业,2020,0.11977274302193723
"
378,CN,fundamental,在2022-2024年间，现金流量充裕率的平均值，中联重科相对白云山的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2833,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
中联重科,2022,2424632272.28,1529796036.36,17241730550.01,3730952488.49
中联重科,2023,2712551743.37,1900028718.31,16343947727.25,3338240048.98
中联重科,2024,2142055023.05,4035316851.07,10321695240.59,3482035178.8
白云山,2022,6999076182.74,1383873616.56,8150603270.35,1546212238.71
白云山,2023,4103624997.34,1628446897.99,9377812966.61,1605758037.25
白云山,2024,3442426597.59,1128144148.74,8390451069.87,2323993306.31
","corporate,year,现金流量充裕率
中联重科,2022,0.10774956235772369
中联重科,2023,0.12568457665394273
中联重科,2024,0.12007676141971256
白云山,2022,0.6316462905323481
白云山,2023,0.325374181140201
白云山,2024,0.2906819392015695
"
379,CN,fundamental,分别统计中国石油和天孚通信在2023-2025年的现金流量充裕率的最大值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1915,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
中国石油,2023,456847000000.0,282508000000.0,674641000000.0,106587000000.0
中国石油,2024,406532000000.0,302651000000.0,682824000000.0,106259000000.0
中国石油,2025,412510000000.0,292789000000.0,616837000000.0,111199000000.0
天孚通信,2023,901865290.47,204481976.59,0.0,197553625.04
天孚通信,2024,1262516765.12,451476537.29,0.0,673608626.42
天孚通信,2025,1868203465.93,417510390.23,40000000.0,667320315.85
","corporate,year,现金流量充裕率
中国石油,2023,0.42947404243158077
中国石油,2024,0.37237275746656234
中国石油,2025,0.40409472730389634
天孚通信,2023,2.2432473313644534
天孚通信,2024,1.1221521764244187
天孚通信,2025,1.6608752373418318
"
380,CN,fundamental,"2016-2018年的每股净资产的复合年均增长率, 长安汽车与华润微之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.0893,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
长安汽车,2016,43353159550.06,4802648511.0
长安汽车,2017,47463179258.46,4802648511.0
长安汽车,2018,46152921953.33,4802648511.0
华润微,2016,2730575322.65,829723968.05
华润微,2017,4470521537.28,829723968.05
华润微,2018,5019796688.24,829723968.05
","corporate,year,每股净资产
华润微,2016,3.290944251095146
华润微,2017,5.387962394031508
华润微,2018,6.049959843919444
长安汽车,2016,9.026927423642142
长安汽车,2017,9.882709332100859
长安汽车,2018,9.60988959479779
"
381,CN,fundamental,科大讯飞与海南机场在2018至2022年每股净资产平均值之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2627,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
科大讯飞,2018,8211756597.79,2092530492.0
科大讯飞,2019,11734836002.89,2198575067.0
科大讯飞,2020,12971810964.1,2224737717.0
科大讯飞,2021,17337240745.87,2324325245.0
科大讯飞,2022,16847063810.85,2323752783.0
海南机场,2018,40032860694.98,3907592460.0
海南机场,2019,28745218957.25,3907592460.0
海南机场,2020,8345288484.59,3907592460.0
海南机场,2021,20359708655.87,11425309602.0
海南机场,2022,23794222553.42,11425309602.0
","corporate,year,每股净资产
海南机场,2018,10.244891478519232
海南机场,2019,7.356247933094333
海南机场,2020,2.1356598903330877
海南机场,2021,1.7819831028741693
海南机场,2022,2.0825888647476845
科大讯飞,2018,3.9243187275810554
科大讯飞,2019,5.337473429507422
科大讯飞,2020,5.8307147242472
科大讯飞,2021,7.459042482615207
科大讯飞,2022,7.249938088982162
"
382,CN,fundamental,2017到2021年，领益智造的每股净资产最小值是洋河股份的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1895,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
领益智造,2017,4116005930.23,1110000000.0
领益智造,2018,9921354863.35,1710364464.5
领益智造,2019,11661693217.29,1709263413.45
领益智造,2020,14496252074.1,1765080474.52
领益智造,2021,15842276351.14,1771950549.66
洋河股份,2017,29494869092.19,1506988000.0
洋河股份,2018,33624518530.36,1506988000.0
洋河股份,2019,36491552569.72,1506988000.0
洋河股份,2020,38469653076.99,1506988000.0
洋河股份,2021,42481310257.79,1506988000.0
","corporate,year,每股净资产
洋河股份,2017,19.572066328457822
洋河股份,2018,22.312399654383444
洋河股份,2019,24.21489260015342
洋河股份,2020,25.527511219060802
洋河股份,2021,28.18954779851598
领益智造,2017,3.708113450657658
领益智造,2018,5.800725558368264
领益智造,2019,6.822642505260137
领益智造,2020,8.212799520113746
领益智造,2021,8.940586041850771
"
383,CN,fundamental,在2020-2024年间，每股净资产的最大值，紫光股份相对中科曙光的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9606,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
紫光股份,2020,33066409584.99,2860079874.0
紫光股份,2021,35667778950.3,2860079874.0
紫光股份,2022,37827804502.12,2860079874.0
紫光股份,2023,40042663793.13,2860079874.0
紫光股份,2024,16114527764.75,2860079874.0
中科曙光,2020,11954844260.79,1450728974.0
中科曙光,2021,13158347456.0,1463168974.0
中科曙光,2022,17740325419.38,1464013974.0
中科曙光,2023,19480787885.08,1463578974.0
中科曙光,2024,21326848530.54,1463203784.0
","corporate,year,每股净资产
中科曙光,2020,8.240577306337029
中科曙光,2021,8.993047070994002
中科曙光,2022,12.117592956377068
中科曙光,2023,13.310376980777807
中科曙光,2024,14.575446539810207
紫光股份,2020,11.561358787768597
紫光股份,2021,12.470903094191
紫光股份,2022,13.226135691523698
紫光股份,2023,14.000540389498925
紫光股份,2024,5.634292913020233
"
384,CN,fundamental,分别统计中国电信和华域汽车在2017-2019年的每股净资产的复合年均增长率，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5042,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
中国电信,2017,326704213629.05,80932368321.0
中国电信,2018,344106000000.0,80932000000.0
中国电信,2019,355047000000.0,80932000000.0
华域汽车,2017,49934278069.19,3152723984.0
华域汽车,2018,54627769645.92,3152723984.0
华域汽车,2019,58701534414.54,3152723984.0
","corporate,year,每股净资产
中国电信,2017,4.036755879097116
中国电信,2018,4.251791627539169
中国电信,2019,4.386979192408441
华域汽车,2017,15.838455355624307
华域汽车,2018,17.327165309476708
华域汽车,2019,18.619306578199964
"
385,CN,fundamental,"2023-2025年的每股资本公积金的平均值, 海南机场与华大九天之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.3203,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
海南机场,2023,27234677062.46,11425309602.0
海南机场,2024,26940335502.61,11425309602.0
海南机场,2025,26909736674.86,11425309602.0
华大九天,2023,3807956278.93,542941768.0
华大九天,2024,3986310216.08,542941768.0
华大九天,2025,4254368037.73,545437608.0
","corporate,year,每股资本公积金
华大九天,2023,7.013562970034753
华大九天,2024,7.342058487716127
华大九天,2025,7.799916938859119
海南机场,2023,2.383714578525957
海南机场,2024,2.3579523392428765
海南机场,2025,2.3552741774410606
"
386,CN,fundamental,古井贡酒与海大集团在2016至2020年每股资本公积金复合年均增长率之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
古井贡酒,2016,1295405592.25,503600000.0
古井贡酒,2017,1295405592.25,503600000.0
古井贡酒,2018,1295405592.25,503600000.0
古井贡酒,2019,1295405592.25,503600000.0
古井贡酒,2020,1295405592.25,503600000.0
海大集团,2016,1512859968.55,1541428454.0
海大集团,2017,1849285839.41,1575237054.0
海大集团,2018,2010778182.22,1581211084.0
海大集团,2019,2118792106.43,1580357494.0
海大集团,2020,5041921064.8,1661210751.0
","corporate,year,每股资本公积金
古井贡酒,2016,2.5722906915210486
古井贡酒,2017,2.5722906915210486
古井贡酒,2018,2.5722906915210486
古井贡酒,2019,2.5722906915210486
古井贡酒,2020,2.5722906915210486
海大集团,2016,0.9814662267484002
海大集团,2017,1.1739730440660394
海大集团,2018,1.2716696730542272
海大集团,2019,1.3407043118245245
海大集团,2020,3.0350881498719606
"
387,CN,fundamental,2023到2025年，三六零的每股资本公积金复合年均增长率是国泰海通的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1218,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
三六零,2023,10964147000.0,7145363000.0
三六零,2024,9760868000.0,6999558000.0
三六零,2025,9733222000.0,6999558000.0
国泰海通,2023,47315448941.0,8904610816.0
国泰海通,2024,47334374068.0,8903730620.0
国泰海通,2025,182127438224.0,17628925829.0
","corporate,year,每股资本公积金
三六零,2023,1.5344422669639037
三六零,2024,1.394497766858993
三六零,2025,1.390548088893613
国泰海通,2023,5.313589770367343
国泰海通,2024,5.31624058365773
国泰海通,2025,10.331170485974594
"
388,CN,fundamental,在2022-2024年间，每股资本公积金的复合年均增长率，格力电器相对长春高新的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-2.2184,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
格力电器,2022,496102011.66,5631405741.0
格力电器,2023,1352522393.67,5631405741.0
格力电器,2024,472179369.5,5601405741.0
长春高新,2022,3404751120.09,404720290.0
长春高新,2023,3497405863.39,404654990.0
长春高新,2024,3499971437.06,407981429.0
","corporate,year,每股资本公积金
格力电器,2022,0.08809559006698467
格力电器,2023,0.2401749147327156
格力电器,2024,0.08429658398852274
长春高新,2022,8.41260298585475
长春高新,2023,8.642932744731505
长春高新,2024,8.578751845736585
"
389,CN,fundamental,分别统计海螺水泥和中国银河在2020-2024年的每股资本公积金的最大值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6968,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
海螺水泥,2020,10881679638.0,5299302579.0
海螺水泥,2021,10515174851.0,5299302579.0
海螺水泥,2022,10512848831.0,5299302579.0
海螺水泥,2023,10720511887.0,5299302579.0
海螺水泥,2024,10619029640.0,5299302579.0
中国银河,2020,25227335094.87,10137258757.0
中国银河,2021,25051469662.73,10137258757.0
中国银河,2022,25051651212.07,10137279676.0
中国银河,2023,32224103161.39,10934402256.0
中国银河,2024,32224103161.39,10934402256.0
","corporate,year,每股资本公积金
中国银河,2020,2.4885756297233677
中国银河,2021,2.4712272087788434
中国银河,2022,2.4712400183039005
中国银河,2023,2.9470383846275428
中国银河,2024,2.9470383846275428
海螺水泥,2020,2.053417308368419
海螺水泥,2021,1.9842563609538704
海螺水泥,2022,1.983817431497527
海螺水泥,2023,2.023004296732006
海螺水泥,2024,2.0038541830166365
"
390,CN,fundamental,"2022-2024年的每股未分配利润的最大值, 沪农商行与潞安环能之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.3431,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
沪农商行,2022,33279027000.0,9644444000.0
沪农商行,2023,36274720000.0,9644444000.0
沪农商行,2024,37149792000.0,9644444000.0
潞安环能,2022,33586995522.15,2991409200.0
潞安环能,2023,32983077769.06,2991409200.0
潞安环能,2024,30679246858.65,2991409200.0
","corporate,year,每股未分配利润
沪农商行,2022,3.450590516156245
沪农商行,2023,3.7612038599633113
沪农商行,2024,3.8519371360339694
潞安环能,2022,11.227817151244304
潞安环能,2023,11.025933118431274
潞安环能,2024,10.25578408284965
"
391,CN,fundamental,中国石化与中国平安在2019至2021年每股未分配利润复合年均增长率之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3654,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
中国石化,2019,287187000000.0,121071000000.0
中国石化,2020,286575000000.0,121071000000.0
中国石化,2021,318645000000.0,121071000000.0
中国平安,2019,433644000000.0,18280000000.0
中国平安,2020,521677000000.0,18280000000.0
中国平安,2021,569507000000.0,18280000000.0
","corporate,year,每股未分配利润
中国平安,2019,23.722319474835885
中国平安,2020,28.53812910284464
中国平安,2021,31.15464989059081
中国石化,2019,2.372054414351909
中国石化,2020,2.3669995292018733
中国石化,2021,2.6318854226032657
"
392,CN,fundamental,2023到2025年，中海油服的每股未分配利润最小值是沪硅产业的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-64.6305,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
中海油服,2023,22586454270.0,4771592000.0
中海油服,2024,24721411826.0,4771592000.0
中海油服,2025,27462823676.0,4771592000.0
沪硅产业,2023,1702138075.75,2747177186.0
沪硅产业,2024,1265447174.14,2747177186.0
沪硅产业,2025,-242059425.44,3305023393.0
","corporate,year,每股未分配利润
中海油服,2023,4.733525890310823
中海油服,2024,5.180956759505004
中海油服,2025,5.755484474783259
沪硅产业,2023,0.6195953011055618
沪硅产业,2024,0.46063544084047303
沪硅产业,2025,-0.07323985238733226
"
393,CN,fundamental,在2017-2019年间，每股未分配利润的最小值，广汽集团相对温氏股份的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0047,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
广汽集团,2017,33554118636.0,7293424051.0
广汽集团,2018,39243790071.0,10232497472.0
广汽集团,2019,41558730939.0,10237707541.0
温氏股份,2017,19928322400.14,5220356227.0
温氏股份,2018,21017339687.84,5313109027.0
温氏股份,2019,30942614557.42,5311509547.0
","corporate,year,每股未分配利润
广汽集团,2017,4.600598895850489
广汽集团,2018,3.8352113136002153
广汽集团,2019,4.0593786033216395
温氏股份,2017,3.8174257720324722
温氏股份,2018,3.955751628855103
温氏股份,2019,5.8255782623786745
"
394,CN,fundamental,分别统计京沪高铁和华域汽车在2021-2025年的每股未分配利润的平均值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0292,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
京沪高铁,2021,9870721754.4,49106484611.0
京沪高铁,2022,6758979168.81,49106484611.0
京沪高铁,2023,16527125060.57,49106484611.0
京沪高铁,2024,22520251471.83,49106484611.0
京沪高铁,2025,26714432724.03,48925679370.0
华域汽车,2021,28125615757.53,3152723984.0
华域汽车,2022,32108144584.16,3152723984.0
华域汽车,2023,36386814975.59,3152723984.0
华域汽车,2024,40065389628.9,3152723984.0
华域汽车,2025,44577627260.77,3152723984.0
","corporate,year,每股未分配利润
京沪高铁,2021,0.20100648280143696
京沪高铁,2022,0.13763923893863844
京沪高铁,2023,0.3365568761741066
京沪高铁,2024,0.4586003589999476
京沪高铁,2025,0.546020680101391
华域汽车,2021,8.921052366228961
华域汽车,2022,10.184254868839796
华域汽车,2023,11.541389338315764
华域汽车,2024,12.708181823791397
华域汽车,2025,14.139400558691596
"
395,CN,fundamental,"2018-2020年的每股经营现金流的复合年均增长率, 迈瑞医疗与春秋航空之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-1.0362,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
迈瑞医疗,2018,4034585376.0,1215691266.0
迈瑞医疗,2019,4721794915.0,1215691266.0
迈瑞医疗,2020,8870109849.0,1215691266.0
春秋航空,2018,2895794003.0,916897713.0
春秋航空,2019,3436309193.0,916742713.0
春秋航空,2020,825762360.0,916462713.0
","corporate,year,每股经营现金流
春秋航空,2018,3.158251964142482
春秋航空,2019,3.7483899727490932
春秋航空,2020,0.9010321405187381
迈瑞医疗,2018,3.318758215048326
迈瑞医疗,2019,3.884041160002872
迈瑞医疗,2020,7.296350724131961
"
396,CN,fundamental,温氏股份与三环集团在2016至2018年每股经营现金流复合年均增长率之比是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.4799,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
温氏股份,2016,14652743719.86,4350296856.0
温氏股份,2017,7994018444.96,5220356227.0
温氏股份,2018,6494470882.53,5313109027.0
三环集团,2016,948009171.79,1727950422.0
三环集团,2017,977182883.78,1741133822.0
三环集团,2018,1539470346.59,1743418022.0
","corporate,year,每股经营现金流
三环集团,2016,0.5486321596500064
三环集团,2017,0.5612336463934361
三环集团,2018,0.883018488488471
温氏股份,2016,3.368216975733667
温氏股份,2017,1.5313166568240018
温氏股份,2018,1.2223485062185981
"
397,CN,fundamental,2022到2024年，招商蛇口的每股经营现金流平均值是科大讯飞的几倍？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.5662,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
招商蛇口,2022,22173990098.31,7739098182.0
招商蛇口,2023,31430984938.66,9060836177.0
招商蛇口,2024,31963589494.9,9060836177.0
科大讯飞,2022,630761247.28,2323752783.0
科大讯飞,2023,349757814.55,2315375793.0
科大讯飞,2024,2495173454.92,2311652413.0
","corporate,year,每股经营现金流
招商蛇口,2022,2.8651904365140926
招商蛇口,2023,3.4688834810240055
招商蛇口,2024,3.5276644307990344
科大讯飞,2022,0.2714407711071905
科大讯飞,2023,0.1510587679146562
科大讯飞,2024,1.0793895487435463
"
398,CN,fundamental,在2021-2023年间，每股经营现金流的最小值，中际旭创相对紫光国微的比值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5169,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
中际旭创,2021,812760603.14,800096281.0
中际旭创,2022,2448940873.28,800961788.0
中际旭创,2023,1897126918.71,802826238.0
紫光国微,2021,1192512797.99,606837179.0
紫光国微,2022,1726500665.66,849608551.0
紫光国微,2023,1769449193.94,849619317.0
","corporate,year,每股经营现金流
中际旭创,2021,1.0158284976955168
中际旭创,2022,3.057500257777591
中际旭创,2023,2.363060434392529
紫光国微,2021,1.9651281089189825
紫光国微,2022,2.0321130991771295
紫光国微,2023,2.0826376690538453
"
399,CN,fundamental,分别统计圣邦股份和万科A在2020-2022年的每股经营现金流的最大值，计算两者之比。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7061,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
圣邦股份,2020,324130609.27,156386783.0
圣邦股份,2021,763146769.55,236088031.0
圣邦股份,2022,947899907.97,358061233.0
万科A,2020,53188022243.81,11617732201.0
万科A,2021,4113160948.2,11625383375.0
万科A,2022,2750449478.44,11630709471.0
","corporate,year,每股经营现金流
万科A,2020,4.578175957544608
万科A,2021,0.3538086285434006
万科A,2022,0.2364816596354649
圣邦股份,2020,2.0726215032506934
圣邦股份,2021,3.232467001048435
圣邦股份,2022,2.647312304736436
"
400,CN,fundamental,"2020-2022年的权益乘数的平均值, 欧派家居与中国建筑之比是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.4219,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
欧派家居,2019,14813874091.94,9558915785.15
欧派家居,2020,18843631132.18,11925427990.33
欧派家居,2021,23392733365.23,14408955672.04
欧派家居,2022,28611007188.61,16513799774.99
中国建筑,2019,2034451929000.0,501835320000.0
中国建筑,2020,2192379494000.0,577148079000.0
中国建筑,2021,2395321862000.0,641679058000.0
中国建筑,2022,2652903306000.0,680386910000.0
","corporate,year,权益乘数
中国建筑,2020,3.91742025587921
中国建筑,2021,3.7640295467100353
中国建筑,2022,3.8184366666943808
欧派家居,2020,1.5666061563645797
欧派家居,2021,1.6038486048854381
欧派家居,2022,1.6817304862408289
"
401,CN,fundamental,航发动力与京沪高铁在2020至2024年权益乘数平均值之比是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.5371,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
航发动力,2019,63115020067.35,36545388462.81
航发动力,2020,64352332318.09,37500838798.17
航发动力,2021,90648498035.02,39937402611.27
航发动力,2022,89969986822.74,41284696776.36
航发动力,2023,99795552106.78,43855653459.66
航发动力,2024,115913298911.68,45509464769.93
京沪高铁,2019,315037065411.42,229686916597.01
京沪高铁,2020,300863311434.6,208483458188.18
京沪高铁,2021,295252254558.58,211104367198.46
京沪高铁,2022,288545047112.67,207279492221.98
京沪高铁,2023,292219725586.82,217911553928.0
京沪高铁,2024,284662650232.54,225248350080.95
","corporate,year,权益乘数
京沪高铁,2020,1.4056184815049646
京沪高铁,2021,1.4207170225777497
京沪高铁,2022,1.395362867200342
京沪高铁,2023,1.3658913515658408
京沪高铁,2024,1.3017476775329144
航发动力,2020,1.7214564077137153
航发动力,2021,2.001605763921891
航发动力,2022,2.2237603585665
航发动力,2023,2.228855512145129
航发动力,2024,2.4137924874029415
"
402,CN,fundamental,2022到2024年，新易盛的权益乘数最大值是同仁堂的几倍？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9107,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
新易盛,2021,4864234763.02,3958723671.45
新易盛,2022,5876061496.29,4829167615.85
新易盛,2023,6439983560.34,5465978473.54
新易盛,2024,12266549853.89,8328129817.86
同仁堂,2021,25072835362.31,16672501298.25
同仁堂,2022,27054123244.38,18463699667.91
同仁堂,2023,30089450163.66,20257106172.96
同仁堂,2024,31197524019.77,20901000931.83
","corporate,year,权益乘数
同仁堂,2022,1.4835684329359897
同仁堂,2023,1.4757847148864005
同仁堂,2024,1.4890620219095885
新易盛,2022,1.2221699049499577
新易盛,2023,1.1962962885318067
新易盛,2024,1.3561248773066885
"
403,CN,fundamental,在2022-2024年间，权益乘数的最大值，中航沈飞相对巨化股份的比值是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2277,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
中航沈飞,2021,64041410809.23,12323249716.46
中航沈飞,2022,58794291224.02,13813429737.29
中航沈飞,2023,55466437662.06,16257606939.13
中航沈飞,2024,61589834322.62,19050839874.99
巨化股份,2021,17894390845.04,13632141263.76
巨化股份,2022,22626691196.94,15784435523.8
巨化股份,2023,23383806879.39,16376681704.27
巨化股份,2024,28523635760.99,19272063071.85
","corporate,year,权益乘数
中航沈飞,2022,4.699743984334856
中航沈飞,2023,3.7996937091190066
中航沈飞,2024,3.3152484050323245
巨化股份,2022,1.377491416986221
巨化股份,2023,1.4306249919754765
巨化股份,2024,1.4560805146539468
"
404,CN,fundamental,分别统计中国中冶和中际旭创在2022-2024年的权益乘数的最大值，计算两者之比。（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.9982,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
中国中冶,2021,543470147000.0,151387759000.0
中国中冶,2022,585392827000.0,161917562000.0
中国中冶,2023,661602236000.0,167991165000.0
中国中冶,2024,808015755000.0,182335866000.0
中际旭创,2021,16564680790.78,11603040308.03
中际旭创,2022,16556988219.94,12069000448.44
中际旭创,2023,20006747461.32,14774499083.83
中际旭创,2024,28866276555.26,20292841179.23
","corporate,year,权益乘数
中国中冶,2022,3.603076291193918
中国中冶,2023,3.7798183586698513
中国中冶,2024,4.194988855998383
中际旭创,2022,1.3991894214556573
中际旭创,2023,1.3621076356793491
中际旭创,2024,1.393690643486382
"
405,CN,fundamental,"2020-2024年的EBIT的最大值, 龙芯中科与藏格矿业之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.0387,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
龙芯中科,2020,96914012.61,0.0
龙芯中科,2021,255284623.67,0.0
龙芯中科,2022,33910949.51,421084.87
龙芯中科,2023,-383512939.37,871954.15
龙芯中科,2024,-665282805.83,0.0
藏格矿业,2020,307438778.23,10285678.48
藏格矿业,2021,1694922647.69,48022.18
藏格矿业,2022,6593009612.4,550596.78
藏格矿业,2023,3866309898.9,720163.87
藏格矿业,2024,2708528965.76,4077771.03
","corporate,year,EBIT
藏格矿业,2020,317724456.71000004
藏格矿业,2021,1694970669.8700001
藏格矿业,2022,6593560209.179999
藏格矿业,2023,3867030062.77
藏格矿业,2024,2712606736.7900004
龙芯中科,2020,96914012.61
龙芯中科,2021,255284623.67
龙芯中科,2022,34332034.379999995
龙芯中科,2023,-382640985.22
龙芯中科,2024,-665282805.83
"
406,CN,fundamental,大华股份与中国联通在2017至2019年EBIT平均值之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2485,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
大华股份,2017,2642207856.14,73301999.99
大华股份,2018,2773155271.13,114335785.04
大华股份,2019,3498563157.51,133656681.06
中国联通,2017,2377866816.0,5257314297.0
中国联通,2018,12075362887.0,1539367075.0
中国联通,2019,14035186382.0,1877622806.0
","corporate,year,EBIT
中国联通,2017,7635181113.0
中国联通,2018,13614729962.0
中国联通,2019,15912809188.0
大华股份,2017,2715509856.1299996
大华股份,2018,2887491056.17
大华股份,2019,3632219838.57
"
407,CN,fundamental,2020到2024年，迈瑞医疗的EBIT最小值是海光信息的几倍？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-181.4378,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
迈瑞医疗,2020,7438440275.0,0.0
迈瑞医疗,2021,9017084833.0,8634183.0
迈瑞医疗,2022,10953550653.0,10686780.0
迈瑞医疗,2023,13010930027.0,12996889.0
迈瑞医疗,2024,13019696199.0,19413638.0
海光信息,2020,-82286857.41,41289668.89
海光信息,2021,436705610.0,24590775.89
海光信息,2022,1136511597.94,29490082.12
海光信息,2023,1680172494.53,36235010.67
海光信息,2024,2784425909.37,43831757.3
","corporate,year,EBIT
海光信息,2020,-40997188.519999996
海光信息,2021,461296385.89
海光信息,2022,1166001680.06
海光信息,2023,1716407505.2
海光信息,2024,2828257666.67
迈瑞医疗,2020,7438440275.0
迈瑞医疗,2021,9025719016.0
迈瑞医疗,2022,10964237433.0
迈瑞医疗,2023,13023926916.0
迈瑞医疗,2024,13039109837.0
"
408,CN,fundamental,在2020-2022年间，EBIT的平均值，中国中冶相对三环集团的比值是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.5778,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
中国中冶,2020,11917270000.0,2509970000.0
中国中冶,2021,14012179000.0,2140452000.0
中国中冶,2022,15392116000.0,2633074000.0
三环集团,2020,1678604413.73,3375011.99
三环集团,2021,2303528059.91,5621115.1
三环集团,2022,1666317752.73,8899349.83
","corporate,year,EBIT
三环集团,2020,1681979425.72
三环集团,2021,2309149175.0099998
三环集团,2022,1675217102.56
中国中冶,2020,14427240000.0
中国中冶,2021,16152631000.0
中国中冶,2022,18025190000.0
"
409,CN,fundamental,分别统计兆易创新和新和成在2022-2024年的EBIT的最大值，计算两者之比。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3142,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
兆易创新,2022,2262426924.3,7888531.65
兆易创新,2023,124747938.62,7114969.0
兆易创新,2024,1123663188.35,19252836.87
新和成,2022,4238102948.85,329243757.49
新和成,2023,3253534539.28,319906196.3
新和成,2024,6943581186.99,282180513.56
","corporate,year,EBIT
兆易创新,2022,2270315455.9500003
兆易创新,2023,131862907.62
兆易创新,2024,1142916025.2199998
新和成,2022,4567346706.34
新和成,2023,3573440735.5800004
新和成,2024,7225761700.55
"
410,CN,fundamental,"2016-2018年的EBITDA的平均值, 宝丰能源与沪硅产业之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",23.5266,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
宝丰能源,2016,1912070094.8,496335669.39,652280636.87,18853149.49,2117991.89
宝丰能源,2017,3333821661.22,477597728.62,714504652.32,22544429.83,4515626.06
宝丰能源,2018,4283309912.34,441109712.85,727378617.92,36790991.02,5440688.32
沪硅产业,2016,-90656382.0,9854461.15,36129248.42,7859594.54,0.0
沪硅产业,2017,225626347.11,31650109.18,82239340.07,12890570.7,85054.32
沪硅产业,2018,35244799.32,49480022.9,142985131.42,14223448.44,424304.24
","corporate,year,EBITDA
宝丰能源,2016,3081657542.4399996
宝丰能源,2017,4552984098.05
宝丰能源,2018,5494029922.450001
沪硅产业,2016,-36813077.88999999
沪硅产业,2017,352491421.38
沪硅产业,2018,242357706.32
"
411,CN,fundamental,寒武纪与万泰生物在2021至2025年EBITDA平均值之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.005,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
寒武纪,2021,-823823025.91,3402646.44,128501817.63,125001489.06,9040636.98
寒武纪,2022,-1322730889.12,4022428.34,171485883.02,183839200.25,11422970.93
寒武纪,2023,-874738791.05,3412585.48,163680078.42,152184843.29,14367891.93
寒武纪,2024,-455769055.47,1156889.77,119282138.35,83415742.73,6648473.44
寒武纪,2025,2059381570.35,2087905.23,139627791.15,128041095.94,17514868.23
万泰生物,2021,2324145348.95,5691148.31,92697965.33,12577830.61,5030229.39
万泰生物,2022,5582691093.16,7669723.73,137164144.68,14736129.42,6633811.57
万泰生物,2023,1393391827.77,6860370.34,203394222.76,28120375.92,24099528.66
万泰生物,2024,67480832.88,8324928.73,269069617.97,31581210.67,17590376.96
万泰生物,2025,-480885756.41,6457746.22,292446771.88,53278499.24,21725256.4
","corporate,year,EBITDA
万泰生物,2021,2440142522.5899997
万泰生物,2022,5748894902.559999
万泰生物,2023,1655866325.45
万泰生物,2024,394046967.21000004
万泰生物,2025,-106977482.66999999
寒武纪,2021,-557876435.8
寒武纪,2022,-951960406.58
寒武纪,2023,-541093391.9300001
寒武纪,2024,-245265811.18
寒武纪,2025,2346653230.9
"
412,CN,fundamental,2017到2019年，广汽集团的EBITDA最大值是国投电力的几倍？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6773,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
广汽集团,2017,11976494978.0,624920341.0,1212190176.0,1017747250.0,155069173.0
广汽集团,2018,11867132091.0,438261748.0,1492340743.0,1509670270.0,111708356.0
广汽集团,2019,6293959326.0,498754415.0,2188730709.0,2012659822.0,182559681.0
国投电力,2017,7514331369.48,4903196579.66,6235786475.13,328441642.16,25760319.61
国投电力,2018,9729172218.86,5026106016.39,6826719053.27,339100223.45,31056691.66
国投电力,2019,10317072306.22,4873610844.96,7179415205.73,349319545.14,46767898.25
","corporate,year,EBITDA
国投电力,2017,19007516386.04
国投电力,2018,21952154203.63
国投电力,2019,22766185800.3
广汽集团,2017,14986421918.0
广汽集团,2018,15419113208.0
广汽集团,2019,11176663953.0
"
413,CN,fundamental,在2017-2019年间，EBITDA的最小值，新易盛相对东方电气的比值是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0424,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
新易盛,2017,127537388.64,1094877.0,46862283.6,421106.74,558250.0
新易盛,2018,35510373.74,168846.79,53232699.65,675950.24,0.0
新易盛,2019,243951193.07,0.0,33982678.41,868821.71,0.0
东方电气,2017,1017278838.5,54964669.16,957904864.46,80668577.49,485304.3
东方电气,2018,1275469723.33,37439485.33,876564378.6,97076505.97,13502706.59
东方电气,2019,1578583920.06,49431576.08,934434701.4,94020732.21,15382294.69
","corporate,year,EBITDA
东方电气,2017,2111302253.9099998
东方电气,2018,2300052799.8199997
东方电气,2019,2671853224.44
新易盛,2017,176473905.98000002
新易盛,2018,89587870.42
新易盛,2019,278802693.19
"
414,CN,fundamental,分别统计荣盛石化和山东黄金在2018-2022年的EBITDA的复合年均增长率，计算两者之比。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.0314,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
荣盛石化,2018,2293936063.93,1079978827.13,1576545521.77,55600070.73,1392625.49
荣盛石化,2019,3144120793.75,823696757.58,1724868717.0,62745509.04,1678602.89
荣盛石化,2020,16683037404.27,3302645684.24,5224829268.56,110634489.17,1418850.26
荣盛石化,2021,32304212705.08,3597132178.72,6803570259.1,128891257.47,1405278.17
荣盛石化,2022,5619069226.27,4577830003.95,11184822417.8,114444041.96,67861.04
山东黄金,2018,1668805230.82,829121587.27,2032380407.55,406460993.26,13449222.77
山东黄金,2019,2117441237.7,843709713.55,2244126448.27,400243911.54,12563505.83
山东黄金,2020,3035556458.66,816252981.72,2150668410.13,484996835.97,15186437.89
山东黄金,2021,22461370.5,731782011.07,1963044434.61,535776586.14,11025339.63
山东黄金,2022,2006375741.12,1050999730.09,2456570818.39,779828676.95,14761771.44
","corporate,year,EBITDA
山东黄金,2018,4950217441.670001
山东黄金,2019,5618084816.89
山东黄金,2020,6502661124.370001
山东黄金,2021,3264089741.95
山东黄金,2022,6308536737.99
荣盛石化,2018,5007453109.049999
荣盛石化,2019,5757110380.26
荣盛石化,2020,25322565696.5
荣盛石化,2021,42835211678.54
荣盛石化,2022,21496233551.02
"
415,CN,fundamental,"2020-2024年的NOPAT的最小值, 藏格矿业与大秦铁路之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.0216,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
藏格矿业,2020,307438778.23,10285678.48,78551261.23
藏格矿业,2021,1694922647.69,48022.18,267582716.63
藏格矿业,2022,6593009612.4,550596.78,938037692.33
藏格矿业,2023,3866309898.9,720163.87,453955472.43
藏格矿业,2024,2708528965.76,4077771.03,139255274.32
大秦铁路,2020,15494099601.0,666482811.0,3361733269.0
大秦铁路,2021,18102710411.0,1568538538.0,4330450325.0
大秦铁路,2022,16799810680.0,1350944850.0,3946892775.0
大秦铁路,2023,17726904763.0,1637655786.0,4168376793.0
大秦铁路,2024,13325765289.0,900739256.0,3051475356.0
","corporate,year,NOPAT
大秦铁路,2020,12654243293.247316
大秦铁路,2021,14965579771.825813
大秦铁路,2022,13886476174.31453
大秦铁路,2023,14811098685.337652
大秦铁路,2024,10968768341.517218
藏格矿业,2020,236545182.76845515
藏格矿业,2021,1427380371.8288953
藏格矿业,2022,5655444179.2525625
藏格矿业,2023,3412990033.659759
藏格矿业,2024,2573141809.50687
"
416,CN,fundamental,TCL科技与中信建投在2017至2019年NOPAT平均值之比是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2471,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
TCL科技,2017,4789740000.0,1800106000.0,1245038000.0
TCL科技,2018,4944380000.0,1782408000.0,879182000.0
TCL科技,2019,4055803000.0,1958251000.0,398069000.0
中信建投,2017,5355336978.6,0.0,1293689977.04
中信建投,2018,4051442524.11,0.0,948014873.1
中信建投,2019,7153739969.22,0.0,1624091521.47
","corporate,year,NOPAT
TCL科技,2017,4876891083.000748
TCL科技,2018,5530668177.612562
TCL科技,2019,5423786558.083813
中信建投,2017,4061647001.5600004
中信建投,2018,3103427651.01
中信建投,2019,5529648447.75
"
417,CN,fundamental,2020到2024年，金山办公的NOPAT最大值是南山铝业的几倍？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2719,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
金山办公,2020,935863143.87,3786.18,49289324.13
金山办公,2021,1118710945.87,5917385.24,49759283.88
金山办公,2022,1198242356.16,10327234.18,67317888.88
金山办公,2023,1389839471.97,9274711.42,75377800.69
金山办公,2024,1750422726.33,8664291.3,95138661.45
南山铝业,2020,2606344989.17,309512509.96,385246279.98
南山铝业,2021,4139353618.72,272142459.94,419868359.58
南山铝业,2022,4255342296.69,291115416.21,311497419.97
南山铝业,2023,4368205533.04,297748185.88,365519668.52
南山铝业,2024,6653587405.95,179718981.53,697286983.35
","corporate,year,NOPAT
南山铝业,2020,2484861886.8226113
南山铝业,2021,3964023407.2110353
南山铝业,2022,4213650209.1011515
南山铝业,2023,4275519284.5122447
南山铝业,2024,6117185097.336386
金山办公,2020,886577406.5123681
金山办公,2021,1074605847.1128728
金山办公,2022,1140671511.985481
金山办公,2023,1323233369.68089
金山办公,2024,1663477436.176337
"
418,CN,fundamental,在2019-2021年间，NOPAT的平均值，通威股份相对上海莱士的比值是多少？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2351,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
通威股份,2019,3151521821.14,764775422.92,469185830.0
通威股份,2020,4273792966.12,682296633.96,559054175.03
通威股份,2021,10270447509.19,680586204.87,1648944454.0
上海莱士,2019,733142254.05,1690588.85,127218871.51
上海莱士,2020,1477234617.09,376158.6,158644260.29
上海莱士,2021,1539036128.7,472086.56,250088519.88
","corporate,year,NOPAT
上海莱士,2019,607320611.125336
上海莱士,2020,1318926118.7005465
上海莱士,2021,1289342982.8020144
通威股份,2019,3333254740.3859067
通威股份,2020,4307784311.379291
通威股份,2021,9192819547.422348
"
419,CN,fundamental,分别统计时代电气和沪电股份在2020-2024年的NOPAT的平均值，计算两者之比。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7713,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
时代电气,2020,2836938297.0,16017904.0,340381369.0
时代电气,2021,2123083462.0,21068951.0,88476513.0
时代电气,2022,2941548573.0,20964320.0,349575746.0
时代电气,2023,3294647776.0,47354497.0,209497353.0
时代电气,2024,4316593933.0,39387935.0,367838088.0
沪电股份,2020,1457469064.0,14881693.0,114656742.0
沪电股份,2021,1199256168.0,19087545.0,135755340.0
沪电股份,2022,1573295853.0,36637057.0,211720861.0
沪电股份,2023,1705336361.0,87807738.0,215817841.0
沪电股份,2024,2949759821.0,120347573.0,383444586.0
","corporate,year,NOPAT
时代电气,2020,2510652972.7555475
时代电气,2021,2054797881.141857
时代电气,2022,2610445732.1477513
时代电气,2023,3129493781.1928673
时代电气,2024,3984787341.3528748
沪电股份,2020,1356523296.1991897
沪电股份,2021,1080427670.1990616
沪电股份,2022,1393281743.4648046
沪电股份,2023,1566213801.3189373
沪电股份,2024,2671018610.4702344
"
420,CN,fundamental,在长春高新、中国建筑、圆通速递、爱尔眼科中，2017年毛利率最低的那家公司，比第二名低出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2454,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
长春高新,2017,4102261578.1,740710339.88
中国建筑,2017,1054106503000.0,943539121000.0
圆通速递,2017,19982200966.66,17637372201.46
爱尔眼科,2017,5962845559.96,3203073078.98
","corporate,year,毛利率
中国建筑,2017,10.48920404962154
圆通速递,2017,11.734587041298965
爱尔眼科,2017,46.28280999782448
长春高新,2017,81.94385399911366
"
421,CN,fundamental,中国石油、龙佰集团、德赛西威、沪硅产业、用友网络里，2022年毛利率最高的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26.1874,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
中国石油,2022,3239167000000.0,2527935000000.0
龙佰集团,2022,24112968453.5,16834114032.61
德赛西威,2022,14932905788.5,11493212671.45
沪硅产业,2022,3600360962.74,2782277461.59
用友网络,2022,9261744112.0,4040544028.0
","corporate,year,毛利率
中国石油,2022,21.957250120169785
德赛西威,2022,23.034318743904123
沪硅产业,2022,22.722263395707127
用友网络,2022,56.373832194685015
龙佰集团,2022,30.18647179390919
"
422,CN,fundamental,2019年，在士兰微、兖矿能源、古井贡酒、软通动力、中航光电中，毛利率最低的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0524,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
士兰微,2019,3110573827.93,2504805451.16
兖矿能源,2019,214688079000.0,181578603000.0
古井贡酒,2019,10416961584.23,2426046924.89
软通动力,2019,10604725119.66,7754609143.05
中航光电,2019,9158826503.64,6165619617.44
","corporate,year,毛利率
中航光电,2019,32.68111788131817
兖矿能源,2019,15.422130634463407
古井贡酒,2019,76.7106088923018
士兰微,2019,19.47448960480459
软通动力,2019,26.8759062064343
"
423,CN,fundamental,对于2016年的毛利率，海康威视、中国核电、恒生电子、卓胜微、紫光股份中最高的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.3082,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
海康威视,2016,31934544088.82,18652707155.56
中国核电,2016,30008741670.83,17705174432.87
恒生电子,2016,2170166186.12,99498810.71
卓胜微,2016,385209284.33,145967604.99
紫光股份,2016,27709709064.34,22525182549.69
","corporate,year,毛利率
中国核电,2016,40.99994385942442
卓胜微,2016,62.106934872069985
恒生电子,2016,95.41515247328168
海康威视,2016,41.590814311671515
紫光股份,2016,18.710144168644625
"
424,CN,fundamental,对于古井贡酒、海康威视、上汽集团、中国巨石在2023年毛利率的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.5149,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"corporate,year,营业收入,营业成本
古井贡酒,2023,20253526598.02,4239850906.91
海康威视,2023,89341177610.4,49732768547.57
上汽集团,2023,726199110369.74,657301172463.53
中国巨石,2023,14875802391.8,10710222075.86
","corporate,year,毛利率
上汽集团,2023,9.487472088905614
中国巨石,2023,28.002390770101886
古井贡酒,2023,79.06611035667986
海康威视,2023,44.33387842228226
"
425,CN,fundamental,在中航成飞、中航光电、上港集团、申万宏源中，2018年EBIT利润率最高的那家公司，比第二名高出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.7133,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
中航成飞,2018,1388338960.54,197233562.84,0.0
中航光电,2018,7816018656.41,1114682363.53,57474712.88
上港集团,2018,38042544621.37,14327764845.94,1523454505.24
申万宏源,2018,15277425925.59,5187264565.62,0.0
","corporate,year,EBIT利润率
上港集团,2018,41.66708486234052
中航光电,2018,14.996856173682513
中航成飞,2018,14.206441542437535
申万宏源,2018,33.95378639624903
"
426,CN,fundamental,福莱特、招商蛇口、石头科技里，2019年EBIT利润率最低的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.6941,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
福莱特,2019,4806804020.96,862670244.12,65388264.94
招商蛇口,2019,97672181191.74,26123711486.14,5021682731.13
石头科技,2019,4204901983.0,925133097.0,0.0
","corporate,year,EBIT利润率
招商蛇口,2019,31.88768166867141
石头科技,2019,22.0012999289929
福莱特,2019,19.307184254095112
"
427,CN,fundamental,2023年，在陕西煤业、三花智控、中国人寿中，EBIT利润率最低的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.4973,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
陕西煤业,2023,181471814714.54,44999935362.54,1035491266.42
三花智控,2023,24557802066.59,3553263492.98,212081658.78
中国人寿,2023,405040000000.0,51988000000.0,0.0
","corporate,year,EBIT利润率
三花智控,2023,15.332582050910068
中国人寿,2023,12.83527552834288
陕西煤业,2023,25.367810809284595
"
428,CN,fundamental,对于2025年的EBIT利润率，山西焦煤、石头科技、龙芯中科、潞安环能中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,75.495,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
山西焦煤,2025,37154856324.57,3211851953.2,899797717.36
石头科技,2025,18694776828.0,1446874526.0,10122182.0
龙芯中科,2025,635320567.72,-445284645.62,348568.67
潞安环能,2025,27820028155.61,1194463075.56,324983126.7
","corporate,year,EBIT利润率
山西焦煤,2025,11.066251029588889
潞安环能,2025,5.461699009652507
石头科技,2025,7.793603108531315
龙芯中科,2025,-70.03331854134042
"
429,CN,fundamental,对于浪潮信息、复星医药、海大集团、温氏股份、盛美上海在2018年EBIT利润率的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.065,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用
浪潮信息,2018,46940820299.58,789598514.53,418654368.51
复星医药,2018,24918273561.4,3579592793.0,929657931.27
海大集团,2018,42156628800.11,1766203052.64,189458281.87
温氏股份,2018,57235997041.92,4283728473.93,296126252.81
盛美上海,2018,550269055.81,102831670.32,5047846.77
","corporate,year,EBIT利润率
复星医药,2018,18.09616028638163
浪潮信息,2018,2.5739918376560853
海大集团,2018,4.639036351276972
温氏股份,2018,8.001703409456965
盛美上海,2018,19.604867101094857
"
430,CN,fundamental,在联影医疗、中微公司、荣盛石化、中航机载中，2024年EBITDA利润率最高的那家公司，比第二名高出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.5641,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
联影医疗,2024,10300104386.97,1351707513.98,9073217.24,257357597.09,154966097.57,12028879.0
中微公司,2024,9065165097.69,1708934664.34,15420779.75,122986156.95,135879497.98,1624212.8
荣盛石化,2024,326475162608.88,1905716668.62,7077035657.42,15044994060.83,185023887.02,45701.13
中航机载,2024,23879725151.63,1308469103.11,270623318.74,1327541244.48,199584847.25,8940267.87
","corporate,year,EBITDA利润率
中微公司,2024,21.895302406856125
中航机载,2024,13.04520366825647
联影医疗,2024,17.331215663583542
荣盛石化,2024,7.4164343105105255
"
431,CN,fundamental,浪潮信息、中国中冶、深南电路里，2022年EBITDA利润率最高的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.4512,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
浪潮信息,2022,69635317095.23,2168206595.74,361944723.03,244648513.64,125923887.33,33816070.47
中国中冶,2022,592669072000.0,15392116000.0,2633074000.0,2961492000.0,897368000.0,72584000.0
深南电路,2022,13992454035.04,1720463891.82,92011499.06,996178284.81,24422199.13,58514124.58
","corporate,year,EBITDA利润率
中国中冶,2022,3.704703862124258
浪潮信息,2022,4.2141544156349
深南电路,2022,20.66535285489493
"
432,CN,fundamental,2021年，在云南白药、卓胜微、立讯精密、中兴通讯中，EBITDA利润率最高的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,40.5329,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
云南白药,2021,36373919016.03,3481646183.78,51659540.6,324952261.62,23254860.93,17472685.42
卓胜微,2021,4633570865.7,2414969135.47,165437.72,47490684.84,3134177.84,1784861.09
立讯精密,2021,153946097790.4,8142848949.83,656411767.86,4928152446.2,119810187.02,246064358.16
中兴通讯,2021,114521641000.0,8498926000.0,1481221000.0,2076044000.0,2511827000.0,0.0
","corporate,year,EBITDA利润率
中兴通讯,2021,12.720755546979982
云南白药,2021,10.719179120159463
卓胜微,2021,53.25362163393231
立讯精密,2021,9.154689798151448
"
433,CN,fundamental,对于2017年的EBITDA利润率，工业富联、金龙鱼、中远海控、上海莱士、格力电器中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6274,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
工业富联,2017,354543851000.0,20041268000.0,105882000.0,3686021000.0,0.0,0.0
金龙鱼,2017,150766281000.0,5909753000.0,1319930000.0,1811962000.0,82330000.0,64872000.0
中远海控,2017,90463957861.05,5703035934.32,1994137122.67,2204251853.65,130750530.09,1240959.78
上海莱士,2017,1927748425.11,1004784096.99,70462293.52,118855557.07,24406042.23,8301309.89
格力电器,2017,148286450009.18,26615728682.32,818839384.7,1947939761.97,84703931.72,355828.9
","corporate,year,EBITDA利润率
上海莱士,2017,63.639491736583665
中远海控,2017,11.091065036001448
工业富联,2017,6.7222068392324195
格力电器,2017,19.8720568115197
金龙鱼,2017,6.094762661154983
"
434,CN,fundamental,对于晶盛机电、中国动力、航发动力在2022年EBITDA利润率的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.325,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"corporate,year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
晶盛机电,2022,10638310339.72,3419090777.16,11042697.77,336257188.37,11985977.0,55416262.72
中国动力,2022,38280145315.05,468947926.95,211661663.59,1149335845.13,133498336.65,28194809.53
航发动力,2022,37097148873.02,1557065684.01,150608102.93,1607734540.94,215511022.74,3606220.33
","corporate,year,EBITDA利润率
中国动力,2022,5.202797861550904
晶盛机电,2022,36.037611054697855
航发动力,2022,9.527755308226904
"
435,CN,fundamental,在中国铁建、北方华创、山东黄金中，2017年净利率最低的那家公司，比第二名低出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1464,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
中国铁建,2017,680981127000.0,16919190000.0
北方华创,2017,2222818469.69,167383166.28
山东黄金,2017,51041303382.75,1193391099.75
","corporate,year,净利率
中国铁建,2017,2.4845314105158747
北方华创,2017,7.530222038479987
山东黄金,2017,2.338088999806616
"
436,CN,fundamental,温氏股份、紫光国微、晶盛机电、古井贡酒、歌尔股份里，2021年净利率最高的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.1476,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
温氏股份,2021,64954064169.73,-13547621047.51
紫光国微,2021,5342115108.65,1983992310.11
晶盛机电,2021,5961359500.88,1728261798.19
古井贡酒,2021,13269826266.04,2374331639.47
歌尔股份,2021,78221418618.02,4307066484.34
","corporate,year,净利率
古井贡酒,2021,17.892710815260365
晶盛机电,2021,28.99106819400639
歌尔股份,2021,5.506249516354046
温氏股份,2021,-20.8572338323727
紫光国微,2021,37.1387038609015
"
437,CN,fundamental,2024年，在中国化学、中国建筑、中国海油中，净利率最低的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.49,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
中国化学,2024,185843681886.95,6241871890.11
中国建筑,2024,2187334286000.0,62746463000.0
中国海油,2024,420506000000.0,137982000000.0
","corporate,year,净利率
中国化学,2024,3.3586677936713354
中国建筑,2024,2.8686270499030617
中国海油,2024,32.813324899050194
"
438,CN,fundamental,对于2023年的净利率，中航沈飞、白云山、中国移动中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8663,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
中航沈飞,2023,46247778579.66,3009193742.51
白云山,2023,75515403994.78,4259327960.32
中国移动,2023,1009309000000.0,131935000000.0
","corporate,year,净利率
中国移动,2023,13.07181447901485
中航沈飞,2023,6.506677369004396
白云山,2023,5.640343208141251
"
439,CN,fundamental,对于圣邦股份、中海油服、京东方A、中国人寿、牧原股份在2020年净利率的值，计算最高的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,30.2732,hard,profitability,净利润 / 营业收入 * 100%,"corporate,year,营业收入,净利润
圣邦股份,2020,1196546817.33,283586476.92
中海油服,2020,28959198513.0,2718315604.0
京东方A,2020,135552569729.0,4528270416.0
中国人寿,2020,825049000000.0,51373000000.0
牧原股份,2020,56277065607.85,30374769876.15
","corporate,year,净利率
中国人寿,2020,6.226660477135297
中海油服,2020,9.38670869216124
京东方A,2020,3.340600938110601
圣邦股份,2020,23.700407941646688
牧原股份,2020,53.97362060027713
"
440,CN,fundamental,在广汽集团、海螺水泥、中国东航、三六零中，2025年净资产收益率最高的那家公司，比第二名高出多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.321,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
广汽集团,2025,-8783621243.0,105231532870.0
海螺水泥,2025,8113068470.0,192440369205.0
中国东航,2025,-1633000000.0,37759000000.0
三六零,2025,263013000.0,29392115000.0
","corporate,year,净资产收益率
三六零,2025,0.8948420350151732
中国东航,2025,-4.324796737201727
广汽集团,2025,-8.34694791897694
海螺水泥,2025,4.215886980219536
"
441,CN,fundamental,金山办公、海尔智家、保利发展里，2023年净资产收益率最高的企业与第二名相差多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.1439,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
金山办公,2023,1317737042.69,9948797727.75
海尔智家,2023,16596615045.87,101265984771.17
保利发展,2023,12067156751.87,198543096879.2
","corporate,year,净资产收益率
保利发展,2023,6.077852587950739
海尔智家,2023,16.389131141491635
金山办公,2023,13.245188803210464
"
442,CN,fundamental,2018年，在软通动力、潞安环能、宝信软件中，净资产收益率最高的公司与第二名之间的差距是多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.051,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
软通动力,2018,306598915.57,2620341366.79
潞安环能,2018,2346166445.03,24313381479.41
宝信软件,2018,440045018.69,6896797570.37
","corporate,year,净资产收益率
宝信软件,2018,6.380425323493907
潞安环能,2018,9.649692071902347
软通动力,2018,11.700724167309286
"
443,CN,fundamental,对于2019年的净资产收益率，美的集团、福莱特、大华股份、巨化股份、中国石化中最低的那家公司领先第二名多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8181,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
美的集团,2019,24211222000.0,101669163000.0
福莱特,2019,717243708.67,4512888388.0
大华股份,2019,3188144692.55,15643007027.91
巨化股份,2019,899057724.98,12901463602.63
中国石化,2019,57619000000.0,739965000000.0
","corporate,year,净资产收益率
中国石化,2019,7.786719642145237
大华股份,2019,20.380638369987075
巨化股份,2019,6.968649082548469
福莱特,2019,15.893229501912511
美的集团,2019,23.813731996593695
"
444,CN,fundamental,对于宝信软件、深南电路、包钢股份在2018年净资产收益率的值，计算最低的公司与第二名之间的差距。（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0457,hard,profitability,净利润 / 所有者权益 * 100%,"corporate,year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
宝信软件,2018,440045018.69,6896797570.37
深南电路,2018,697252358.02,3722440662.83
包钢股份,2018,3323761818.81,52468957387.79
","corporate,year,净资产收益率
包钢股份,2018,6.334720536267925
宝信软件,2018,6.380425323493907
深南电路,2018,18.731053660098134
"
445,CN,fundamental,在中国海油、生益科技、星宇股份、恒力石化、德业股份中，2018年总资产收益率最低的那家公司，比第二名低出多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.9577,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
中国海油,2018,52675361300.0,686380004000.0
生益科技,2018,1064961688.49,12885924860.59
星宇股份,2018,608270217.39,7248518403.28
恒力石化,2018,3402466578.01,125242461878.59
德业股份,2018,102658502.43,868188975.85
","corporate,year,总资产收益率
中国海油,2018,7.674372941085854
德业股份,2018,11.824442061072274
恒力石化,2018,2.7167036857741986
星宇股份,2018,8.391648934970682
生益科技,2018,8.264534366074514
"
446,CN,fundamental,牧原股份、招商蛇口、中国船舶里，2024年总资产收益率最高的企业与第二名相差多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.81,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
牧原股份,2024,18925044904.25,187648723830.92
招商蛇口,2024,4188901524.85,860308816014.37
中国船舶,2024,5147658157.84,403639151728.16
","corporate,year,总资产收益率
中国船舶,2024,1.2753119056465585
招商蛇口,2024,0.4869067301037667
牧原股份,2024,10.085357639470184
"
447,CN,fundamental,2023年，在兖矿能源、三环集团、金山办公、东方盛虹中，总资产收益率最高的公司与第二名之间的差距是多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7452,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
兖矿能源,2023,27156335000.0,354464336000.0
三环集团,2023,1583150590.62,21826964874.91
金山办公,2023,1314461671.28,13974021307.95
东方盛虹,2023,711193754.07,190214802161.82
","corporate,year,总资产收益率
三环集团,2023,7.253187054146151
东方盛虹,2023,0.37388980562352425
兖矿能源,2023,7.661231961006086
金山办公,2023,9.406466773685151
"
448,CN,fundamental,对于2017年的总资产收益率，中国石油、紫光国微、江西铜业、时代电气中最高的那家公司领先第二名多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.2614,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
中国石油,2017,36788000000.0,2404910000000.0
紫光国微,2017,278733517.72,5207025172.45
江西铜业,2017,1713255816.0,97469815440.0
时代电气,2017,2562210015.0,26649648475.0
","corporate,year,总资产收益率
中国石油,2017,1.5297038142799524
时代电气,2017,9.614423309949496
江西铜业,2017,1.7577296194375556
紫光国微,2017,5.353028043627661
"
449,CN,fundamental,对于紫光股份、藏格矿业、盐湖股份、拓普集团在2018年总资产收益率的值，计算最低的公司与第二名之间的差距。（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.8435,hard,profitability,净利润 / 总资产 * 100%,"corporate,year,净利润,资产合计
紫光股份,2018,2936746562.0,48600910041.36
藏格矿业,2018,850169479.51,8905527973.8
盐湖股份,2018,-3600558912.99,74997357044.98
拓普集团,2018,755321659.21,10900694959.54
","corporate,year,总资产收益率
拓普集团,2018,6.929114721708293
盐湖股份,2018,-4.8009143986641405
紫光股份,2018,6.04257525116462
藏格矿业,2018,9.546536510931105
"
450,CN,fundamental,在中联重科、中国铁建、领益智造、智飞生物、晶澳科技中，2023年投入资本回报率最高的那家公司，比第二名高出多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9044,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
中联重科,2022,2470660463.84,936568831.28,86022398.65,56975221403.56,6200631040.82,10936951171.44,25337499.98,4990727735.33,355356454.41,0.0,15498545905.21,4010628545.21,2185937691.85,0.0,0.0,0.0,0.0
中联重科,2023,4227560155.81,690702595.56,456638461.05,59167277210.9,5654517982.93,14944417590.31,0.0,1890911644.97,307700152.43,0.0,15870434751.38,1767189362.07,2416787778.64,0.0,0.0,0.0,0.0
中国铁建,2022,37824462000.0,6143183000.0,6030172000.0,385920052000.0,51367562000.0,133415428000.0,28096696000.0,45527795000.0,2451292000.0,0.0,158424810000.0,961298000.0,11940051000.0,4934663000.0,9076297000.0,0.0,0.0
中国铁建,2023,38828152000.0,7459090000.0,6499423000.0,417119773000.0,81839758000.0,165621478000.0,31031549000.0,54468518000.0,4080407000.0,0.0,166957837000.0,1629785000.0,12575571000.0,5115845000.0,6016176000.0,0.0,0.0
领益智造,2022,1998551852.12,356984687.94,408477300.02,17256920161.92,2026569733.73,3825229456.72,0.0,2777852994.67,531910359.32,0.0,2730704346.28,1196523810.09,112733160.0,0.0,0.0,0.0,0.0
领益智造,2023,2521467061.64,348491418.36,474143234.55,18311776243.53,1486671071.34,3986349901.39,0.0,2172793696.83,487465994.29,0.0,3018148324.48,74296656.55,73833600.0,0.0,0.0,0.0,0.0
智飞生物,2022,8718007864.78,53295566.36,1179008167.44,24236212609.17,1784915900.0,210642031.86,0.0,9805279.27,27764877.22,1422016.55,2622063766.18,0.0,284500000.0,0.0,0.0,0.0,0.0
智飞生物,2023,9386873241.53,80996119.13,1279112076.61,31543973774.09,2635483275.35,328080291.01,0.0,46613063.67,25307401.72,0.0,6340512228.61,0.0,295000000.0,0.0,0.0,0.0,0.0
晶澳科技,2022,6316546910.78,441407590.04,776089812.59,30193670627.99,1787142065.32,1776587646.24,0.0,1905042645.7,727474886.18,0.0,12183639319.53,0.0,32500800.0,0.0,0.0,0.0,0.0
晶澳科技,2023,8042818848.91,506284435.17,850459295.18,38004130983.94,978591075.08,1476851872.71,8359739960.81,824307166.77,1153292043.48,0.0,15988433550.07,0.0,99664681.07,0.0,0.0,11847761.02,0.0
","corporate,year,投入资本回报率
中国铁建,2023,7.532286852137009
中联重科,2023,7.330051234499864
晶澳科技,2023,25.97252254401978
智飞生物,2023,31.87688948432307
领益智造,2023,10.207717170392199
"
451,CN,fundamental,中际旭创、宝钢股份、伊利股份里，2024年投入资本回报率最高的企业与第二名相差多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.4803,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
中际旭创,2023,2492463352.08,41900489.99,284813195.68,14774499083.83,62195000.0,318721500.0,0.0,558964976.87,17040189.24,666261.13,3317278482.26,416038794.52,0.0,0.0,0.0,0.0,0.0
中际旭创,2024,6052437364.28,53553117.97,680662225.35,20292841179.23,1425680649.39,606280785.01,0.0,644417035.66,23175094.35,6728512.99,5053805073.94,522545840.41,0.0,0.0,0.0,0.0,0.0
宝钢股份,2023,15085835698.34,1455536119.08,1344919248.12,220137812311.31,3657718543.53,31149492394.84,500000000.0,10061540666.87,5492165156.47,0.0,25966142926.48,7733146.55,992155306.33,0.0,4501255535.48,47733020.89,0.0
宝钢股份,2024,9339252721.6,1516411919.16,771603046.41,220163841711.33,3394355022.42,19237564735.18,5000000000.0,16124308024.47,5450845535.12,0.0,26152377125.8,7336310.68,1010638415.62,0.0,0.0,22583587.88,0.0
伊利股份,2023,11721187786.65,2192827743.5,1436881588.37,57320357442.41,39754855129.21,11705395738.36,3541350000.0,2434948173.82,237516842.72,0.0,43371541992.39,11457348.28,2074350649.68,0.0,0.0,91460984.86,0.0
伊利股份,2024,10126728993.52,1819520437.71,1663018637.87,57007650676.91,36354630548.02,4686530047.22,0.0,9229548555.95,262935213.16,0.0,25404255558.6,6121518.3,2094514752.71,0.0,0.0,528685.31,0.0
","corporate,year,投入资本回报率
中际旭创,2024,36.839031848515425
伊利股份,2024,13.358748379499694
宝钢股份,2024,4.135174896029447
"
452,CN,fundamental,2022年，在中国核电、中国广核、新奥股份中，投入资本回报率最低的公司与第二名之间的差距是多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1076,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
中国核电,2021,16836617583.99,7656208796.95,2504711729.81,125555427281.95,7530696658.38,176610972199.88,13781274969.58,32140053008.07,2893341029.98,0.0,13064063055.43,0.0,0.0,0.0,52579000.0,0.0,0.0
中国核电,2022,19569774848.11,7640989321.4,3246915644.4,147961121740.26,15364517114.47,208511267907.01,8999285988.37,23419187470.4,2789770519.36,0.0,16161671502.14,1907551.66,0.0,0.0,50631184.72,0.0,0.0
中国广核,2021,18165985817.29,7132079811.79,2442175526.17,150950296902.06,16374993758.88,155921820998.03,5988041567.89,22719658250.53,692172850.27,0.0,15827729811.43,0.0,590195970.13,0.0,37739834.23,0.0,0.0
中国广核,2022,18700132726.93,6465851164.62,3458594950.96,157932951925.93,11930482045.91,160074949905.97,4492066733.52,21370443527.73,651291464.61,0.0,14840775400.46,0.0,569823570.13,0.0,48917096.53,0.0,0.0
新奥股份,2021,14166910000.0,1225310000.0,3042750000.0,48383380000.0,7972340000.0,8956230000.0,9840960000.0,7842550000.0,323250000.0,0.0,11506040000.0,155100000.0,272780000.0,0.0,2930000.0,2816280000.0,0.0
新奥股份,2022,14676790000.0,1371660000.0,3602720000.0,51562220000.0,7560230000.0,12112180000.0,14377730000.0,1949330000.0,309770000.0,0.0,9238090000.0,25600000.0,254980000.0,0.0,0.0,2896630000.0,0.0
","corporate,year,投入资本回报率
中国广核,2022,6.0578892163532005
中国核电,2022,6.165523414634159
新奥股份,2022,16.81555553851047
"
453,CN,fundamental,对于2025年的投入资本回报率，四川路桥、陕西煤业、中油资本、兖矿能源中最高的那家公司领先第二名多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,52.1364,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
四川路桥,2024,9155041545.74,2973341682.92,1790483014.67,50659800991.25,846315584.96,52656794049.92,3698010632.81,12721780968.52,118761438.73,0.0,20776122120.1,19252858.0,8699518289.49,0.0,0.0,0.0,0.0
四川路桥,2025,9360479595.2,2332952892.59,1900994885.05,55878472578.16,942827395.68,58604569742.88,6396158402.78,9569794755.98,72685914.14,0.0,26233117998.5,25965534.63,12032356787.33,0.0,0.0,0.0,0.0
陕西煤业,2024,43835613323.87,860303301.9,7278359234.36,128646907756.6,1931796323.23,13874859276.08,0.0,2656987245.46,260103643.81,62719193.32,29701196404.91,5401621747.85,1731669270.7,0.0,0.0,0.0,0.0
陕西煤业,2025,32337314938.72,482863640.23,5728227492.38,137407429775.23,1638732172.02,19822081010.44,0.0,3768077125.05,362547312.91,55000000.0,31797840554.32,2052961058.52,1635346270.7,0.0,0.0,0.0,0.0
中油资本,2024,13484693996.28,70939209.51,3584657850.95,186304639355.3,43999156925.51,9134919081.03,8542862799.67,166593244.96,111526336.67,0.0,37691599665.57,57742897936.82,16645526701.76,50781905295.14,60733815117.01,276384188.21,11560641193.7
中油资本,2025,10799970026.04,147131756.05,1683059029.32,191703563855.43,48075389186.98,5380854366.06,12199469948.07,4161425794.68,159923157.73,0.0,35334871614.82,65162751905.18,12942255701.67,67540324166.07,51061821217.69,8205643.8,17753423836.28
兖矿能源,2024,28826542000.0,4407581000.0,6760688000.0,149620852000.0,8892716000.0,63659263000.0,15973544000.0,33592373000.0,344824000.0,0.0,41078591000.0,166772000.0,529280000.0,0.0,63999000.0,0.0,0.0
兖矿能源,2025,18425048000.0,4095650000.0,4199347000.0,171096833000.0,20958181000.0,57099723000.0,22964152000.0,32074029000.0,425643000.0,0.0,37428025000.0,256537000.0,529761000.0,0.0,71761000.0,0.0,0.0
","corporate,year,投入资本回报率
中油资本,2025,74.8150203183641
兖矿能源,2025,7.003093656467928
四川路桥,2025,10.108105718088394
陕西煤业,2025,22.67859226393102
"
454,CN,fundamental,对于招商公路、藏格矿业、浙能电力在2025年投入资本回报率的值，计算最高的公司与第二名之间的差距。（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.3234,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"corporate,year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
招商公路,2024,6418196812.34,1840464426.97,482056401.49,88781850494.34,2443192965.85,38349286765.94,9500000000.0,7124895217.05,149922713.2,0.0,9249724836.53,0.0,887816298.9,0.0,0.0,0.0,0.0
招商公路,2025,5640193566.67,1546063269.82,533421764.06,91631266021.44,920619426.73,36936423698.87,11503964794.51,5042601571.13,112792035.16,0.0,10074028504.63,0.0,1236254386.27,0.0,0.0,0.0,0.0
藏格矿业,2024,2708528965.76,4077771.03,139255274.32,13846960638.38,20000000.0,0.0,0.0,8368798.51,6771356.66,0.0,887987569.99,159216834.47,138890000.0,0.0,0.0,0.0,0.0
藏格矿业,2025,4055322495.43,18805450.47,218058785.86,16215341911.0,0.0,230291416.67,0.0,4243322.78,6615614.69,0.0,1971890185.74,314498978.06,132240000.0,0.0,238250425.0,0.0,0.0
浙能电力,2024,10041540398.71,1384288107.0,1142931758.39,86838966302.78,10774025478.39,27356749518.55,0.0,7842559005.55,2204719306.0,0.0,16232092771.66,145175426.49,8864485389.6,0.0,0.0,0.0,0.0
浙能电力,2025,9079644883.05,1241516713.01,1440452098.27,89871643186.27,11738757469.92,25137149980.23,0.0,8477278448.83,2828746187.63,0.0,14681292892.22,144239611.52,9661842267.02,0.0,0.0,0.0,0.0
","corporate,year,投入资本回报率
招商公路,2025,4.801062695716296
浙能电力,2025,7.776207074806465
藏格矿业,2025,29.099587840975154
"
455,CN,fundamental,在天赐材料、领益智造、天孚通信、澜起科技中，2025年存货周转天数最低的那家公司，比第二名低出多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.9506,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
天赐材料,2024,10154135596.71,1363690318.78
天赐材料,2025,12946736447.91,1619109691.52
领益智造,2024,37279852080.03,5859233677.83
领益智造,2025,43301912696.09,7189891213.02
天孚通信,2024,1391184704.84,350132322.01
天孚通信,2025,2377104884.16,457195929.7
澜起科技,2024,1523614938.54,352196407.33
澜起科技,2025,2060961088.35,896135474.27
","corporate,year,存货周转天数
天孚通信,2025,61.98187001291691
天赐材料,2025,42.04619473563368
澜起科技,2025,110.54093630384479
领益智造,2025,54.996769064087154
"
456,CN,fundamental,北方稀土、龙芯中科、今世缘、德业股份里，2019年存货周转天数最低的企业与第二名相差多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,179.709,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
北方稀土,2018,11931892548.42,9565792635.96
北方稀土,2019,16029297754.29,9334821182.12
龙芯中科,2018,72172960.88,93670643.61
龙芯中科,2019,207414977.91,152493367.78
今世缘,2018,1013543618.65,1967615543.22
今世缘,2019,1325123027.81,2150912374.89
德业股份,2018,1366292779.29,199707204.45
德业股份,2019,2026146599.56,194221274.06
","corporate,year,存货周转天数
今世缘,2019,567.2162729654458
北方稀土,2019,215.1910878863318
德业股份,2019,35.482105462500655
龙芯中科,2019,216.5944452582807
"
457,CN,fundamental,2025年，在海光信息、中煤能源、纳思达、宁沪高速中，存货周转天数最低的公司与第二名之间的差距是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.7997,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
海光信息,2024,3324009349.21,5425282266.87
海光信息,2025,6062959699.77,6406063056.89
中煤能源,2024,142311671000.0,7743353000.0
中煤能源,2025,107357222000.0,6995004000.0
纳思达,2024,17891054250.01,6232625939.37
纳思达,2025,11665094965.44,4585870461.14
宁沪高速,2024,17101001522.62,1999541489.81
宁沪高速,2025,14188011306.93,1876223486.59
","corporate,year,存货周转天数
中煤能源,2025,25.054207834289898
宁沪高速,2025,49.853858507112456
海光信息,2025,356.13308161492654
纳思达,2025,169.25499526086395
"
458,CN,fundamental,对于2025年的存货周转天数，中国神华、昆仑万维、东方盛虹中最高的那家公司领先第二名多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.8567,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
中国神华,2024,223923000000.0,12666000000.0
中国神华,2025,191465000000.0,11850000000.0
昆仑万维,2024,1497047137.5,0.0
昆仑万维,2025,2573623637.07,15310866.38
东方盛虹,2024,126062118131.07,16873219225.01
东方盛虹,2025,112064001076.77,17037492920.06
","corporate,year,存货周转天数
东方盛虹,2025,55.22473682012899
中国神华,2025,23.36808293944063
昆仑万维,2025,1.0857194012762323
"
459,CN,fundamental,对于中国中车、洛阳钼业、合盛硅业在2019年存货周转天数的值，计算最低的公司与第二名之间的差距。（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,44.0634,hard,operational efficiency,平均存货 / 营业成本 * 365,"corporate,year,营业成本,存货
中国中车,2018,170526021000.0,55121500000.0
中国中车,2019,176149897000.0,60833768000.0
洛阳钼业,2018,16180247120.46,6615914805.21
洛阳钼业,2019,65605691676.4,20730673736.79
合盛硅业,2018,6552722783.1,2422767802.33
合盛硅业,2019,6452150110.91,2448543379.68
","corporate,year,存货周转天数
中国中车,2019,120.135389065825
合盛硅业,2019,137.78574202940237
洛阳钼业,2019,76.07194256150642
"
460,CN,fundamental,在青岛港、中国交建、时代电气中，2025年应收账款周转天数最高的那家公司，比第二名高出多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,131.2134,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
青岛港,2024,18940998482.0,2125280395.0
青岛港,2025,18806323315.0,1998224189.0
中国交建,2024,771944258710.0,139770929904.0
中国交建,2025,731108751343.0,159575537423.0
时代电气,2024,24908937548.0,14836974169.0
时代电气,2025,28702700063.0,17551708071.0
","corporate,year,应收账款周转天数
中国交建,2025,74.7231245513398
时代电气,2025,205.9365319578297
青岛港,2025,40.015242425390575
"
461,CN,fundamental,中国海油、中国能建、南山铝业、海康威视、龙芯中科里，2020年应收账款周转天数最高的企业与第二名相差多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,55.0584,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
中国海油,2019,233198556200.0,24794144300.0
中国海油,2020,155372671400.0,18982421800.0
中国能建,2019,246916789106.26,52727303125.69
中国能建,2020,270327662000.0,59677982000.0
南山铝业,2019,21509009121.49,2765972822.78
南山铝业,2020,22298992578.49,3646812209.44
海康威视,2019,57658110065.22,22281163989.3
海康威视,2020,63503450891.78,23282633422.05
龙芯中科,2019,485629263.56,118537241.83
龙芯中科,2020,1082320993.24,325890274.65
","corporate,year,应收账款周转天数
中国海油,2020,51.419746093456176
中国能建,2020,75.88555452914923
南山铝业,2020,52.483683478556515
海康威视,2020,130.94395518350854
龙芯中科,2020,74.93897121481282
"
462,CN,fundamental,2024年，在卓胜微、中国动力、片仔癀、长电科技中，应收账款周转天数最低的公司与第二名之间的差距是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.6528,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
卓胜微,2023,4378236624.12,518116770.1
卓胜微,2024,4486931811.79,578978664.35
中国动力,2023,45102804284.07,18556939215.18
中国动力,2024,51696616588.62,17858281464.0
片仔癀,2023,10058497338.92,968483508.82
片仔癀,2024,10787863091.37,862208520.28
长电科技,2023,29660960881.35,4184804015.74
长电科技,2024,35961679888.59,5795364187.75
","corporate,year,应收账款周转天数
中国动力,2024,128.55343758441026
卓胜微,2024,44.62290161419904
片仔癀,2024,30.970108953090254
长电科技,2024,50.64782020138099
"
463,CN,fundamental,对于2018年的应收账款周转天数，长电科技、华东医药、潞安环能、软通动力中最高的那家公司领先第二名多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,60.5452,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
长电科技,2017,23855512379.95,2978682403.98
长电科技,2018,23856487366.62,2870705708.89
华东医药,2017,27831823148.07,5850896964.15
华东医药,2018,30663374326.27,6272866055.1
潞安环能,2017,23543556034.52,16151951463.84
潞安环能,2018,26682190404.55,11417186611.22
软通动力,2017,7008791219.53,2512260961.47
软通动力,2018,8139253067.76,3197318450.46
","corporate,year,应收账款周转天数
华东医药,2018,72.15731469962691
潞安环能,2018,188.56651655706915
软通动力,2018,128.02135945430098
长电科技,2018,44.747297210755335
"
464,CN,fundamental,对于上海机场、恒瑞医药、中国石化在2017年应收账款周转天数的值，计算最高的公司与第二名之间的差距。（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,50.366,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"corporate,year,营业收入,应收票据及应收账款
上海机场,2016,6951474481.18,1029260090.05
上海机场,2017,8062379029.93,1188793935.53
恒瑞医药,2016,11093724121.18,3447299668.32
恒瑞医药,2017,13835629369.98,4177376321.82
中国石化,2016,1930911000000.0,63486000000.0
中国石化,2017,2360193000000.0,84701000000.0
","corporate,year,应收账款周转天数
上海机场,2017,50.20786769830946
中国石化,2017,11.45843899206548
恒瑞医药,2017,100.57391181783021
"
465,CN,fundamental,在北新建材、华能国际、福莱特、青岛港、广汽集团中，2025年应付账款周转天数最高的那家公司，比第二名高出多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.4415,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
北新建材,2024,18106329058.39,2348866261.63
北新建材,2025,17995772075.36,2890093792.9
华能国际,2024,208363182422.0,19174888119.0
华能国际,2025,186990711967.0,21295391819.0
福莱特,2024,15787606518.28,4898265865.84
福莱特,2025,12934724797.63,4115244455.93
青岛港,2024,12227050017.0,2098797541.0
青岛港,2025,11911816346.0,1795009297.0
广汽集团,2024,100599931912.0,35495774585.0
广汽集团,2025,96935014040.0,28631578907.0
","corporate,year,应付账款周转天数
北新建材,2025,53.1297132430812
华能国际,2025,39.49835802533575
广汽集团,2025,120.73286549956742
福莱特,2025,127.17438209620266
青岛港,2025,59.65670786837028
"
466,CN,fundamental,中国动力、保利发展、华东医药里，2025年应付账款周转天数最低的企业与第二名相差多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,42.6474,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
中国动力,2024,44042504140.9,18849617989.29
中国动力,2025,48031816022.46,16821445845.86
保利发展,2024,268259816732.83,145837633871.33
保利发展,2025,268856981959.45,126954137727.31
华东医药,2024,27988547185.82,7044456734.27
华东医药,2025,29499479451.02,7969901859.1
","corporate,year,应付账款周转天数
中国动力,2025,135.534520428517
保利发展,2025,185.1709334603052
华东医药,2025,92.88707781571651
"
467,CN,fundamental,2021年，在中国电信、铜陵有色、中国卫通、海康威视中，应付账款周转天数最低的公司与第二名之间的差距是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.5911,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
中国电信,2020,272195547456.69,107577826551.4
中国电信,2021,307334882620.92,114893639943.27
铜陵有色,2020,95069345509.91,10065323938.48
铜陵有色,2021,123434991691.81,9166170475.18
中国卫通,2020,1733559444.2,180942824.9
中国卫通,2021,1645284373.76,270046091.54
海康威视,2020,33957697857.73,14630805020.04
海康威视,2021,45329400332.65,17229693364.46
","corporate,year,应付账款周转天数
中国卫通,2021,50.02507685781135
中国电信,2021,132.10684803832157
海康威视,2021,128.27306146786006
铜陵有色,2021,28.433977127458455
"
468,CN,fundamental,对于2018年的应付账款周转天数，新易盛、恒生电子、片仔癀、北方华创、福耀玻璃中最高的那家公司领先第二名多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,110.3018,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
新易盛,2017,666784761.79,179248910.39
新易盛,2018,611693291.19,159526876.39
恒生电子,2017,89757267.86,43383288.29
恒生电子,2018,94458657.55,135047896.52
片仔癀,2017,2107192833.13,222098725.22
片仔癀,2018,2744358014.44,250094018.58
北方华创,2017,1409548683.35,1063267121.17
北方华创,2018,2048305426.87,1567972739.14
福耀玻璃,2017,10712611816.0,2401097118.0
福耀玻璃,2018,11603054947.0,2465349981.0
","corporate,year,应付账款周转天数
北方华创,2018,234.43831579373733
恒生电子,2018,344.74014423281415
新易盛,2018,101.07447960900693
片仔癀,2018,31.40085050495297
福耀玻璃,2018,76.54247951287411
"
469,CN,fundamental,对于宝丰能源、中国广核、晶澳科技、山西汾酒在2025年应付账款周转天数的值，计算最低的公司与第二名之间的差距。（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,133.5327,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"corporate,year,营业成本,应付票据及应付账款
宝丰能源,2024,22050165282.59,1489153928.55
宝丰能源,2025,30784448772.5,2409435150.65
中国广核,2024,49395836080.96,27265403775.92
中国广核,2025,51478963727.86,26923002849.87
晶澳科技,2024,66979216270.41,24159708662.19
晶澳科技,2025,50161114115.39,18894966688.96
山西汾酒,2024,8569676942.47,4586642761.94
山西汾酒,2025,9736672076.79,4217501613.9
","corporate,year,应付账款周转天数
中国广核,2025,192.10534737035937
宝丰能源,2025,23.112075587644828
山西汾酒,2025,165.02110124679456
晶澳科技,2025,156.64481122786924
"
470,CN,fundamental,在中国能建、招商公路、立讯精密、豪威集团、上港集团中，2024年营业周期最高的那家公司，比第二名高出多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,28.0145,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
中国能建,2023,354726606000.0,67957770000.0,406031848000.0,83447301000.0
中国能建,2024,382529764000.0,74877095000.0,436712757000.0,89428635000.0
招商公路,2023,6134765286.55,367486951.61,9731355008.25,1895973595.38
招商公路,2024,8378269809.08,338706278.75,12711004049.53,1739920473.2
立讯精密,2023,205041300458.59,29757930319.35,231905459829.83,23765555238.13
立讯精密,2024,240809417980.59,31702675549.03,268794737612.58,32910872432.24
豪威集团,2023,16446397811.26,6321611109.99,21020641622.86,4056901150.48
豪威集团,2024,18154402520.87,6956198221.34,25730639138.12,3988335100.83
上港集团,2023,23506847972.95,10282280266.54,37551570005.56,2826045063.11
上港集团,2024,24583672965.35,7457725799.07,38116972285.82,3613142659.64
","corporate,year,营业周期
上港集团,2024,162.52531913523543
中国能建,2024,140.38862419466076
招商公路,2024,67.58553486206024
立讯精密,2024,85.05942212089903
豪威集团,2024,190.53981603289205
"
471,CN,fundamental,华域汽车、山东黄金、康龙化成里，2024年营业周期最低的企业与第二名相差多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,72.9228,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
华域汽车,2023,146444120598.04,22813266822.19,168594051304.15,40011036602.9
华域汽车,2024,149019701336.97,21285282137.26,169603589952.76,46639717476.45
山东黄金,2023,49436660022.73,8848047161.2,59275274514.67,713175025.18
山东黄金,2024,68902025733.03,6819745616.21,82517993538.3,616935590.71
康龙化成,2023,7413512033.14,1013079365.83,11537996314.78,2242153239.78
康龙化成,2024,8072643718.49,1116665159.58,12275774875.03,2413629026.39
","corporate,year,营业周期
华域汽车,2024,147.2457337517885
山东黄金,2024,44.44082613301324
康龙化成,2024,117.36361317068685
"
472,CN,fundamental,2020年，在南方航空、分众传媒、卓胜微、新希望中，营业周期最高的公司与第二名之间的差距是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,66.6108,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
南方航空,2019,135668000000.0,1893000000.0,154322000000.0,3198000000.0
南方航空,2020,94903000000.0,1760000000.0,92561000000.0,2556000000.0
分众传媒,2019,6649604127.87,4190856.88,12135948050.91,4169529889.65
分众传媒,2020,4446949111.19,4568164.6,12097106052.76,3618913011.41
卓胜微,2019,718905369.51,366108599.0,1512394554.11,378300083.87
卓胜微,2020,1323356287.55,632164172.43,2792147535.48,337712320.52
新希望,2019,72150061066.97,9307812126.89,82050539486.67,958141417.72
新希望,2020,98175150554.22,15649735402.26,109825224396.56,890456970.83
","corporate,year,营业周期
分众传媒,2020,117.85788322806332
卓胜微,2020,184.46864475057853
南方航空,2020,18.369782846827984
新希望,2020,49.46602117188404
"
473,CN,fundamental,对于2018年的营业周期，海尔智家、中国联通、大全能源中最高的那家公司领先第二名多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.0037,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
海尔智家,2017,112607222004.03,22537617217.87,163428825488.56,25924283460.99
海尔智家,2018,130455086874.95,22410973571.32,184108481959.27,24833685135.95
中国联通,2017,206976717931.0,2238565451.0,274828946271.0,18612629753.0
中国联通,2018,213585637513.0,2388327329.0,290876776866.0,18206026524.0
大全能源,2017,1196225177.23,138452688.97,2201388649.24,564715682.91
大全能源,2018,1340966140.41,140742522.43,1993708983.68,529931059.97
","corporate,year,营业周期
中国联通,2018,27.0540063834345
大全能源,2018,138.1990254272779
海尔智家,2018,113.19529812833667
"
474,CN,fundamental,对于顺丰控股、德业股份、传音控股、长江电力、洋河股份在2022年营业周期的值，计算最高的公司与第二名之间的差距。（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,740.8703,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款
顺丰控股,2021,181548507000.0,1546821000.0,207186647000.0,30759013000.0
顺丰控股,2022,234072360000.0,1948354000.0,267490414000.0,25796677000.0
德业股份,2021,3211397219.6,455928985.24,4167929962.44,275818878.55
德业股份,2022,3690372469.13,865454605.18,5955519968.69,558605243.13
传音控股,2021,38888504915.53,7578806537.23,49411901654.03,1230295045.93
传音控股,2022,36659389078.46,6083865190.42,46595902507.63,1287383694.85
长江电力,2021,21113077634.36,470031320.31,55646253991.83,3768783444.57
长江电力,2022,29524219483.64,567385580.82,68863128424.25,15227946749.37
洋河股份,2021,6255397564.1,16803093441.81,25350178204.45,665097278.19
洋河股份,2022,7645533264.72,17729258966.54,30104896186.7,571147622.78
","corporate,year,营业周期
传音控股,2022,77.87721823476606
德业股份,2022,90.91634551095596
洋河股份,2022,831.7866007919189
长江电力,2022,56.75749446465985
顺丰控股,2022,41.31120092089381
"
475,CN,fundamental,在海南机场、青岛港、天孚通信、赛轮轮胎中，2020年现金周转期最高的那家公司，比第二名高出多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,955.8047,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
海南机场,2019,7341823550.43,24125027684.09,11529506164.31,3158240067.91,7773342553.75
海南机场,2020,4373270721.15,12835911633.01,6319139499.54,2312420676.29,6880344359.76
青岛港,2019,8178690909.0,208760886.0,12164080973.0,2426941205.0,2576435866.0
青岛港,2020,8487597332.0,137327278.0,13219413890.0,3034936367.0,2087471321.0
天孚通信,2019,250149609.78,75097552.57,522930856.11,230000457.16,102990669.11
天孚通信,2020,412293677.55,173104039.75,873449245.94,343755756.81,115371708.93
赛轮轮胎,2019,11216100576.51,2229460621.15,15127839306.07,1566437344.81,3255124510.28
赛轮轮胎,2020,11213842927.87,2656272064.12,15404989184.81,1890349738.35,5163831755.29
","corporate,year,现金周转期
天孚通信,2020,133.08981642641055
海南机场,2020,1088.8945478977425
赛轮轮胎,2020,-16.549641572399736
青岛港,2020,-17.437887653180724
"
476,CN,fundamental,陕西煤业、长城汽车、康龙化成、泸州老窖里，2024年现金周转期最低的企业与第二名相差多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,41.9568,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
陕西煤业,2023,113728336368.16,3000781096.64,181471814714.54,4963313105.45,23723517515.1
陕西煤业,2024,123950818253.62,4144235193.6,184144845071.05,4729792923.4,22488665046.89
长城汽车,2023,141772092554.01,26627754349.95,173212076757.97,10144955455.52,68486441372.02
长城汽车,2024,162751816682.81,25440034524.55,202193779642.49,9638152765.79,79651589383.67
康龙化成,2023,7413512033.14,1013079365.83,11537996314.78,2242153239.78,412220642.83
康龙化成,2024,8072643718.49,1116665159.58,12275774875.03,2413629026.39,477089050.2
泸州老窖,2023,3537151403.15,11622043947.46,30233301388.26,17461378.98,2357223733.21
泸州老窖,2024,3888116183.93,13392794475.96,31196248208.33,11022302.31,1844497206.78
","corporate,year,现金周转期
康龙化成,2024,97.25879687534646
泸州老窖,2024,977.090612244847
长城汽车,2024,-89.87110978809486
陕西煤业,2024,-47.91433758679127
"
477,CN,fundamental,2024年，在华大九天、芒果超媒、三峡能源、生益科技、中国建筑中，现金周转期最高的公司与第二名之间的差距是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,62.3272,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
华大九天,2023,62801707.38,48137645.0,1010402077.64,301071948.42,37188855.0
华大九天,2024,81814469.55,53773576.03,1222354443.47,687145888.26,48815214.56
芒果超媒,2023,9803006894.94,1717435689.33,14628016301.84,3531443370.15,6926146960.0
芒果超媒,2024,9991679957.84,1331578160.36,14079689573.23,4542340242.81,7202573677.99
三峡能源,2023,11896062527.51,355279692.1,26501574113.98,36737568210.63,26465379548.91
三峡能源,2024,14081009502.84,469932110.67,29717044357.67,44794189111.1,28914409059.64
生益科技,2023,13403980885.88,4271232412.18,16586072808.8,5531331708.82,3879835033.41
生益科技,2024,15895327928.2,5119492461.54,20388330213.56,7313487705.72,5012466263.49
中国建筑,2023,2042723831000.0,796342895000.0,2265529244000.0,260311823000.0,700728025000.0
中国建筑,2024,1971708426000.0,772168289000.0,2187334286000.0,319472174000.0,844191697000.0
","corporate,year,现金周转期
三峡能源,2024,-206.35905441853885
中国建筑,2024,50.55782498057701
华大九天,2024,183.02632431162434
生益科技,2024,120.69911513062145
芒果超媒,2024,-97.72117778181922
"
478,CN,fundamental,对于2017年的现金周转期，中国中铁、龙佰集团、山东黄金、科伦药业中最低的那家公司领先第二名多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26.5023,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
中国中铁,2016,584495432000.0,224804401000.0,639406523000.0,152303602000.0,298714648000.0
中国中铁,2017,625258020000.0,242463090000.0,689944860000.0,135921916000.0,330038419000.0
龙佰集团,2016,2912959839.59,1280670101.25,4135559614.7,1647335582.28,1181066458.99
龙佰集团,2017,5629184186.55,1563195630.79,10257509524.84,2181679634.67,1406604371.53
山东黄金,2016,45799121725.06,1369968219.05,50198852619.86,31805396.28,1815894363.21
山东黄金,2017,46412368965.8,3102217624.57,51041303382.75,145729152.43,2155728309.28
科伦药业,2016,4854665753.0,2133159443.0,8565943415.0,4223603993.0,1357751687.0
科伦药业,2017,5567764890.0,2500483830.0,11434948841.0,6322044311.0,1387067294.0
","corporate,year,现金周转期
中国中铁,2017,29.1053238306026
山东黄金,2017,2.603066304147312
科伦药业,2017,230.21871775403466
龙佰集团,2017,76.43116078794526
"
479,CN,fundamental,对于迈瑞医疗、兖矿能源、福斯特、中国铝业、海天味业在2019年现金周转期的值，计算最高的公司与第二名之间的差距。（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.4639,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"corporate,year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
迈瑞医疗,2018,4597398296.0,1698949044.0,13753357469.0,1627332696.0,940369928.0
迈瑞医疗,2019,5755057286.0,2264598752.0,16555991314.0,1695290771.0,1243955165.0
兖矿能源,2018,131238948000.0,5126622000.0,163008472000.0,4728553000.0,13443952000.0
兖矿能源,2019,181578603000.0,8264240000.0,214688079000.0,4587731000.0,21487704000.0
福斯特,2018,3863787241.21,780107353.31,4809736097.86,2667545054.78,636928686.6
福斯特,2019,5079270536.58,909178468.9,6378151355.92,1768528237.44,702222469.12
中国铝业,2018,164309718000.0,20459668000.0,180241414000.0,8104017000.0,14009264000.0
中国铝业,2019,176377928000.0,19515641000.0,190215398000.0,4574581000.0,12608806000.0
海天味业,2018,9119051026.25,1203328316.58,17034475127.23,2444554.89,744839797.74
海天味业,2019,10800720678.76,1802760746.44,19796889800.07,2463315.07,1298471697.18
","corporate,year,现金周转期
中国铝业,2019,25.985204958309772
兖矿能源,2019,-13.730601874375388
海天味业,2019,16.313316206005467
福斯特,2019,139.51118832141464
迈瑞医疗,2019,93.04729958807303
"
480,CN,fundamental,在国投资本、中国通号、宁沪高速中，2022年存货周转率最高的那家公司，比第二名高出多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.2252,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
国投资本,2021,1187350837.91,50613369.01
国投资本,2022,1926227761.2,83054043.5
中国通号,2021,29846875671.34,2492752472.5
中国通号,2022,30680741586.09,2378763660.23
宁沪高速,2021,8998605756.71,3889500259.57
宁沪高速,2022,8841449322.89,2585018115.85
","corporate,year,存货周转率
中国通号,2022,12.595972485837382
国投资本,2022,28.821202191759255
宁沪高速,2022,2.731152746884113
"
481,CN,fundamental,中国通号、宇通客车、中国中车里，2021年存货周转率最低的企业与第二名相差多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5156,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
中国通号,2020,31269101236.91,2489187213.72
中国通号,2021,29846875671.34,2492752472.5
宇通客车,2020,17911982559.81,5016708399.29
宇通客车,2021,18901014360.27,6106125747.16
中国中车,2020,176954601000.0,62966123000.0
中国中车,2021,179303892000.0,61420021000.0
","corporate,year,存货周转率
中国中车,2021,2.8830203467035687
中国通号,2021,11.98203011324934
宇通客车,2021,3.398596816496182
"
482,CN,fundamental,2018年，在沪电股份、亿联网络、新和成、华润微、欧派家居中，存货周转率最高的公司与第二名之间的差距是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.1783,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
沪电股份,2017,3796685572.0,742018319.0
沪电股份,2018,4210229440.0,1038824976.0
亿联网络,2017,526232060.18,182331376.82
亿联网络,2018,693681149.63,197394183.57
新和成,2017,3088304632.09,1554791210.6
新和成,2018,4048697102.16,1445655676.32
华润微,2017,4840166389.97,900232592.34
华润微,2018,4690264067.0,1181254818.15
欧派家居,2017,6357809723.05,786606571.39
欧派家居,2018,7092635974.85,645293626.64
","corporate,year,存货周转率
亿联网络,2018,3.653592078013129
华润微,2018,4.506646586823094
新和成,2018,2.6987293924846263
欧派家居,2018,9.906606598152592
沪电股份,2018,4.728354765206896
"
483,CN,fundamental,对于2022年的存货周转率，南方航空、隆基绿能、药明康德中最低的那家公司领先第二名多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.5381,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
南方航空,2021,104229000000.0,1652000000.0
南方航空,2022,105862000000.0,1387000000.0
隆基绿能,2021,64311584987.93,14075735210.03
隆基绿能,2022,109164093984.54,19317555540.96
药明康德,2021,14592255587.53,5905005712.92
药明康德,2022,0.0,5668594794.94
","corporate,year,存货周转率
南方航空,2022,69.66897005593945
药明康德,2022,0.0
隆基绿能,2022,6.538085437494875
"
484,CN,fundamental,对于恒立液压、中国石油、卫星化学、恒生电子在2025年存货周转率的值，计算最低的公司与第二名之间的差距。（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7083,hard,operational efficiency,营业成本 / 平均存货,"corporate,year,营业成本,存货
恒立液压,2024,5368244272.45,1764523892.08
恒立液压,2025,6391976738.28,2154205275.48
中国石油,2024,2275223000000.0,168338000000.0
中国石油,2025,2246121000000.0,150598000000.0
卫星化学,2024,34890966462.24,4397583301.67
卫星化学,2025,35787928871.49,5199455905.03
恒生电子,2024,1841317277.99,633199357.6
恒生电子,2025,1673330301.22,677166726.77
","corporate,year,存货周转率
中国石油,2025,14.085089171495222
卫星化学,2025,7.458118717803153
恒生电子,2025,2.5539890282256605
恒立液压,2025,3.2622702233132226
"
485,CN,fundamental,在汇川技术、今世缘、中国电建中，2020年应收账款周转率最低的那家公司，比第二名低出多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.9384,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
汇川技术,2019,7390370858.4,2535048563.31
汇川技术,2020,11511316766.18,3160814141.73
今世缘,2019,4869870573.62,32153801.76
今世缘,2020,5119363385.39,29107706.91
中国电建,2019,348028255864.41,55996172222.79
中国电建,2020,401180654966.12,58949204187.29
","corporate,year,应收账款周转率
中国电建,2020,6.980370459353925
今世缘,2020,167.13148260734795
汇川技术,2020,4.041992359118551
"
486,CN,fundamental,中国国航、中国铝业、特变电工、陕西煤业、大华股份里，2019年应收账款周转率最高的企业与第二名相差多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.0565,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
中国国航,2018,136774403000.0,5374375000.0
中国国航,2019,136180690000.0,5998052000.0
中国铝业,2018,180241414000.0,8104017000.0
中国铝业,2019,190215398000.0,4574581000.0
特变电工,2018,39655527759.96,13302507801.53
特变电工,2019,36980048574.43,13161191168.66
陕西煤业,2018,57223725979.59,13649765457.36
陕西煤业,2019,73732076716.23,7528929760.07
大华股份,2018,23665688106.22,12577066194.44
大华股份,2019,26149430652.42,13241196380.65
","corporate,year,应收账款周转率
中国国航,2019,23.949274855754187
中国铝业,2019,30.005746376689284
大华股份,2019,2.025653784902592
特变电工,2019,2.7947754859278082
陕西煤业,2019,6.962853561965303
"
487,CN,fundamental,2025年，在北方稀土、中油资本、五粮液、浙能电力中，应收账款周转率最低的公司与第二名之间的差距是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.528,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
北方稀土,2024,32966314898.03,6317829655.48
北方稀土,2025,42563083233.34,7418524715.18
中油资本,2024,804471310.65,26310118.96
中油资本,2025,917619498.96,54934479.69
五粮液,2024,89175178322.7,47643944.95
五粮液,2025,40528509770.23,42586856.95
浙能电力,2024,88008114048.05,12592281979.93
浙能电力,2025,79553931304.55,11066225479.85
","corporate,year,应收账款周转率
中油资本,2025,22.589058576388204
五粮液,2025,898.32981458253
北方稀土,2025,6.197144028877429
浙能电力,2025,6.7251859771622104
"
488,CN,fundamental,对于2025年的应收账款周转率，云南白药、云铝股份、中油资本、药明康德中最低的那家公司领先第二名多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.1181,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
云南白药,2024,40033300814.72,10853013015.76
云南白药,2025,41186999090.31,10745425434.22
云铝股份,2024,54450459133.32,343988785.55
云铝股份,2025,60042935758.93,344273709.15
中油资本,2024,804471310.65,26310118.96
中油资本,2025,917619498.96,54934479.69
药明康德,2024,39241431359.88,8044373656.94
药明康德,2025,45456165774.18,7281326326.92
","corporate,year,应收账款周转率
中油资本,2025,22.589058576388204
云南白药,2025,3.813886747942015
云铝股份,2025,174.47684922916372
药明康德,2025,5.9320182206426315
"
489,CN,fundamental,对于贵州茅台、立讯精密、华鲁恒升、亿纬锂能在2023年应收账款周转率的值，计算最低的公司与第二名之间的差距。（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2406,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"corporate,year,营业收入,应收票据及应收账款
贵州茅台,2022,124099843771.99,126390356.0
贵州茅台,2023,147693604994.14,74306850.41
立讯精密,2022,214028394291.44,26993121879.88
立讯精密,2023,231905459829.83,23765555238.13
华鲁恒升,2022,30245283380.3,38687722.98
华鲁恒升,2023,27259886885.51,73003320.66
亿纬锂能,2022,36303947808.53,10841095221.15
亿纬锂能,2023,48783587175.86,14195400084.12
","corporate,year,应收账款周转率
亿纬锂能,2023,3.8969980886734903
华鲁恒升,2023,488.130220599844
立讯精密,2023,9.137569101364392
贵州茅台,2023,1471.8052895307364
"
490,CN,fundamental,在恒力石化、同仁堂、中航机载中，2025年应付账款周转率最低的那家公司，比第二名低出多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7704,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
恒力石化,2024,212983331904.94,20936963900.46
恒力石化,2025,174568467326.08,14793613178.11
同仁堂,2024,10421121147.37,4115811540.63
同仁堂,2025,9857731306.57,3661135483.41
中航机载,2024,17150922200.03,21419138432.13
中航机载,2025,17262730792.95,23729162479.37
","corporate,year,应付账款周转率
中航机载,2025,0.7647123122878321
同仁堂,2025,2.5351159718840584
恒力石化,2025,9.771376876573331
"
491,CN,fundamental,龙芯中科、东方盛虹、三环集团里，2020年应付账款周转率最高的企业与第二名相差多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.1598,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
龙芯中科,2019,207414977.91,108577692.63
龙芯中科,2020,554933721.24,185711840.8
东方盛虹,2019,21868365543.63,4767649734.56
东方盛虹,2020,31047552185.4,9312463867.71
三环集团,2019,1388915892.04,151918223.34
三环集团,2020,1952775167.33,442542295.07
","corporate,year,应付账款周转率
三环集团,2020,6.5699070227677225
东方盛虹,2020,4.410128080272663
龙芯中科,2020,3.7713452787269928
"
492,CN,fundamental,2025年，在中航西飞、龙芯中科、赛轮轮胎、恒瑞医药中，应付账款周转率最低的公司与第二名之间的差距是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.393,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
中航西飞,2024,40685762823.28,41604950753.53
中航西飞,2025,38234059520.17,44114875658.06
龙芯中科,2024,347741281.1,278747901.51
龙芯中科,2025,336353953.09,244725766.03
赛轮轮胎,2024,23030341853.6,6927534609.04
赛轮轮胎,2025,27711170618.66,8746930912.77
恒瑞医药,2024,3848177391.88,1967259141.2
恒瑞医药,2025,4362655815.43,2270458529.86
","corporate,year,应付账款周转率
中航西飞,2025,0.8920703907305265
恒瑞医药,2025,2.058964826856315
赛轮轮胎,2025,3.535836112574519
龙芯中科,2025,1.2850845188475437
"
493,CN,fundamental,对于2019年的应付账款周转率，紫光股份、东方电气、中微公司中最高的那家公司领先第二名多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5422,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
紫光股份,2018,38064736793.87,5848259849.27
紫光股份,2019,42773527856.17,7542572829.08
东方电气,2018,23568286522.07,15092950990.47
东方电气,2019,24938437889.53,15484760108.52
中微公司,2018,1057317649.02,437078270.21
中微公司,2019,1266894868.37,221679872.59
","corporate,year,应付账款周转率
东方电气,2019,1.6311513840127643
中微公司,2019,3.84631258745482
紫光股份,2019,6.388479175805891
"
494,CN,fundamental,对于美的集团、盐湖股份、长春高新、万科A在2022年应付账款周转率的值，计算最低的公司与第二名之间的差距。（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1115,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"corporate,year,营业成本,应付票据及应付账款
美的集团,2021,264525999000.0,98735566000.0
美的集团,2022,260538701000.0,89805646000.0
盐湖股份,2021,5971284724.95,1685398445.94
盐湖股份,2022,6422571521.22,2034185248.27
长春高新,2021,1331976709.65,623751583.43
长春高新,2022,1514873045.41,628520033.84
万科A,2021,353977137972.14,330536571349.53
万科A,2022,405319286979.64,289241525077.07
","corporate,year,应付账款周转率
万科A,2022,1.3079496978565512
盐湖股份,2022,3.4533819100333947
美的集团,2022,2.763732111788907
长春高新,2022,2.4194001117944066
"
495,CN,fundamental,在云南白药、寒武纪、中国交建、山西汾酒、上海机场中，2025年总资产周转率最高的那家公司，比第二名高出多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0634,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
云南白药,2024,40033300814.72,52914181333.05
云南白药,2025,41186999090.31,54268581131.82
寒武纪,2024,1174464377.35,6717812509.7
寒武纪,2025,6497196198.68,13437714065.91
中国交建,2024,771944258710.0,1858272592553.0
中国交建,2025,731108751343.0,2019131695690.0
山西汾酒,2024,36010992321.46,53495197888.51
山西汾酒,2025,38718257657.74,56323475330.54
上海机场,2024,12368804103.46,70046212107.27
上海机场,2025,13346192164.12,71678547661.74
","corporate,year,总资产周转率
上海机场,2025,0.18833959832949843
中国交建,2025,0.37711246854492614
云南白药,2025,0.7685377413893277
寒武纪,2025,0.6447061727022495
山西汾酒,2025,0.7051306762832685
"
496,CN,fundamental,中远海能、泸州老窖、生益科技里，2020年总资产周转率最低的企业与第二名相差多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2724,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
中远海能,2019,13880075062.56,65841861904.73
中远海能,2020,16384757725.42,65959856524.45
泸州老窖,2019,15816934272.86,28919969078.32
泸州老窖,2020,16652854549.8,35009203823.45
生益科技,2019,13241085241.08,15534907870.03
生益科技,2020,14687341460.15,18357445724.02
","corporate,year,总资产周转率
中远海能,2020,0.24862737634523174
泸州老窖,2020,0.5209782574658942
生益科技,2020,0.8667053127126849
"
497,CN,fundamental,2020年，在顺丰控股、中远海能、中远海控、公牛集团中，总资产周转率最高的公司与第二名之间的差距是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4994,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
顺丰控股,2019,112193396064.26,92535386807.84
顺丰控股,2020,153986870000.0,111160042000.0
中远海能,2019,13880075062.56,65841861904.73
中远海能,2020,16384757725.42,65959856524.45
中远海控,2019,151056682119.72,262224029547.74
中远海控,2020,171258833813.71,271926073831.72
公牛集团,2019,10040439724.07,7416562760.11
公牛集团,2020,10051128834.05,12437541574.38
","corporate,year,总资产周转率
中远海控,2020,0.6412386058907034
中远海能,2020,0.24862737634523174
公牛集团,2020,1.0124988430316102
顺丰控股,2020,1.511932505321624
"
498,CN,fundamental,对于2021年的总资产周转率，晶澳科技、长电科技、华润三九、中国巨石中最低的那家公司领先第二名多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1786,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
晶澳科技,2020,25846520912.72,37297473419.88
晶澳科技,2021,41301753627.9,56967447397.01
长电科技,2020,26463994512.61,32328196228.34
长电科技,2021,30502417851.52,37098618885.51
华润三九,2020,13637258153.77,22010147281.16
华润三九,2021,15544401735.35,24541900747.88
中国巨石,2020,11666196819.43,36737268362.83
中国巨石,2021,19706882079.97,43828317484.55
","corporate,year,总资产周转率
中国巨石,2021,0.4892133998082475
华润三九,2021,0.6678289095101949
晶澳科技,2021,0.8762910586458525
长电科技,2021,0.8786927011270909
"
499,CN,fundamental,对于海尔智家、中国神华、国泰海通在2017年总资产周转率的值，计算最高的公司与第二名之间的差距。（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6956,hard,operational efficiency,营业收入 / 平均总资产,"corporate,year,营业收入,资产合计
海尔智家,2016,119132261662.6,131469157348.79
海尔智家,2017,163428825488.56,157164345812.3
中国神华,2016,183127000000.0,571664000000.0
中国神华,2017,248746000000.0,567124000000.0
国泰海通,2016,25764651745.0,411749041689.0
国泰海通,2017,23804132903.0,431648187078.0
","corporate,year,总资产周转率
中国神华,2017,0.43686094338893633
国泰海通,2017,0.056448212280233175
海尔智家,2017,1.132431430854015
"
500,CN,fundamental,在卓胜微、中兴通讯、巨化股份中，2021年固定资产周转率最低的那家公司，比第二名低出多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.065,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
卓胜微,2020,2792147535.48,102792957.86
卓胜微,2021,4633570865.7,246264280.67
中兴通讯,2020,101450670000.0,11913942000.0
中兴通讯,2021,114521641000.0,11437011000.0
巨化股份,2020,16053698564.79,6746372308.2
巨化股份,2021,17985585441.93,6363790800.16
","corporate,year,固定资产周转率
中兴通讯,2021,9.80873380199943
卓胜微,2021,26.54906046477397
巨化股份,2021,2.743762269511517
"
501,CN,fundamental,赛轮轮胎、山西汾酒、赣锋锂业、中国石化里，2018年固定资产周转率最高的企业与第二名相差多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1196,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
赛轮轮胎,2017,13806899697.98,5969050746.91
赛轮轮胎,2018,13684752715.36,6358543593.72
山西汾酒,2017,6361456273.59,1652471155.71
山西汾酒,2018,9444337822.85,1674669347.24
赣锋锂业,2017,4383446140.42,795260645.01
赣锋锂业,2018,5003882888.26,1497740046.11
中国石化,2017,2360193000000.0,650920000000.0
中国石化,2018,2891179000000.0,617812000000.0
","corporate,year,固定资产周转率
中国石化,2018,4.557588206177506
山西汾酒,2018,5.677149981779372
赛轮轮胎,2018,2.2201821924423646
赣锋锂业,2018,4.364484413492164
"
502,CN,fundamental,2021年，在海大集团、比亚迪、中远海控、中国能建、海南机场中，固定资产周转率最高的公司与第二名之间的差距是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2227,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
海大集团,2020,60323862405.94,7703538937.81
海大集团,2021,86091961539.13,11271964642.07
比亚迪,2020,156597691000.0,54584620000.0
比亚迪,2021,216142395000.0,61221365000.0
中远海控,2020,171258833813.71,99192805859.26
中远海控,2021,333693943224.16,99786035479.09
中国能建,2020,270327662000.0,33243026000.0
中国能建,2021,322318565000.0,39586551000.0
海南机场,2020,6319139499.54,7043679762.99
海南机场,2021,4524553773.9,8619237695.38
","corporate,year,固定资产周转率
中国能建,2021,8.851309544197957
中远海控,2021,3.3540645927949306
比亚迪,2021,3.7328363469297376
海南机场,2021,0.5777408692761966
海大集团,2021,9.074010729329423
"
503,CN,fundamental,对于2017年的固定资产周转率，三环集团、京东方A、中国建筑、德赛西威、徐工机械中最低的那家公司领先第二名多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3248,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
三环集团,2016,2887507920.99,1019543751.29
三环集团,2017,3129801620.19,1476417704.24
京东方A,2016,68895658963.0,69947586967.0
京东方A,2017,93800479215.0,88625296761.0
中国建筑,2016,959765486000.0,30026027000.0
中国建筑,2017,1054106503000.0,34395282000.0
德赛西威,2016,5678033522.88,500681122.09
德赛西威,2017,6010300848.65,537753062.81
徐工机械,2016,16891229922.95,7546982610.8
徐工机械,2017,29131104625.6,7192166433.52
","corporate,year,固定资产周转率
三环集团,2017,2.5078925904530114
中国建筑,2017,32.72539845472559
京东方A,2017,1.1830582506892657
徐工机械,2017,3.9528882621383357
德赛西威,2017,11.575699136346875
"
504,CN,fundamental,对于圆通速递、长城汽车、新和成、兆易创新在2021年固定资产周转率的值，计算最低的公司与第二名之间的差距。（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0012,hard,operational efficiency,营业收入 / 平均固定资产合计,"corporate,year,营业收入,固定资产合计
圆通速递,2020,34907041590.3,9686424430.76
圆通速递,2021,45154953607.39,12575227451.15
长城汽车,2020,103307607209.7,28609221999.83
长城汽车,2021,136404663038.67,27441388875.44
新和成,2020,10314084354.21,13914151215.54
新和成,2021,14917101500.91,14350779852.73
兆易创新,2020,4496894867.81,694404964.57
兆易创新,2021,8510223468.73,809629062.15
","corporate,year,固定资产周转率
兆易创新,2021,11.316530500695
圆通速递,2021,4.056747796337906
新和成,2021,1.0555201047460416
长城汽车,2021,4.867196303790968
"
505,CN,fundamental,在中航沈飞、宁沪高速、华润三九、南方航空、格力电器中，2017年营运资本周转率最低的那家公司，比第二名低出多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3118,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
中航沈飞,2016,17881309163.92,14982197959.91,15646554332.28
中航沈飞,2017,19458540228.95,20157509441.71,18000258410.47
宁沪高速,2016,9201297066.0,4411012016.0,7239329234.0
宁沪高速,2017,9455680365.0,4602482928.0,8723608612.0
华润三九,2016,8981721080.58,5082459879.61,3787026364.48
华润三九,2017,11119916379.78,6843645803.01,5504486021.93
南方航空,2016,114803000000.0,13807000000.0,67939000000.0
南方航空,2017,127489000000.0,17884000000.0,69577000000.0
格力电器,2016,108302565293.7,142915068871.75,126852012614.25
格力电器,2017,148286450009.18,171554189887.78,147490788889.61
","corporate,year,营运资本周转率
中航沈飞,2017,26.068202620107936
华润三九,2017,8.44146714847911
南方航空,2017,-2.409430663831798
宁沪高速,2017,-2.7212772299427694
格力电器,2017,7.390956498569361
"
506,CN,fundamental,赛轮轮胎、中芯国际、中国建筑、公牛集团、中微公司里，2020年营运资本周转率最低的企业与第二名相差多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,55.8328,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
赛轮轮胎,2019,15127839306.07,8470546801.36,8466725670.13
赛轮轮胎,2020,15404989184.81,10305991626.39,10866939288.64
中芯国际,2019,22017883000.0,47976705000.0,20073511000.0
中芯国际,2020,27470709000.0,99106875000.0,23583040000.0
中国建筑,2019,1419836588000.0,1461505982000.0,1145727677000.0
中国建筑,2020,1615050549000.0,1577694597000.0,1196167424000.0
公牛集团,2019,10040439724.07,5641453620.15,1829650041.39
公牛集团,2020,10051128834.05,10517792219.26,3064296395.09
中微公司,2019,1946949250.75,3846290700.33,896096294.52
中微公司,2020,2273291898.06,4197634823.08,1232630867.31
","corporate,year,营运资本周转率
中国建筑,2020,4.632261182379525
中微公司,2020,0.7686274437812037
中芯国际,2020,0.5312094771667472
公牛集团,2020,1.78444060375986
赛轮轮胎,2020,-55.30158169493806
"
507,CN,fundamental,2019年，在龙源电力、招商公路、华东医药、中海油服、国投电力中，营运资本周转率最低的公司与第二名之间的差距是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8655,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
龙源电力,2018,26454617156.86,18330819733.55,40203399881.38
龙源电力,2019,27579204226.63,23430679470.9,45034353501.84
招商公路,2018,6759340168.24,11656171172.85,6869011411.06
招商公路,2019,8292216434.56,10976171628.59,11209460423.25
华东医药,2018,30663374326.27,13063889035.73,7398978407.58
华东医药,2019,35445698216.15,13735870058.05,8396638634.8
中海油服,2018,21945877580.0,21708927577.0,17011043963.0
中海油服,2019,31135149996.0,23029655129.0,19828820576.0
国投电力,2018,41011372735.69,17377505808.47,35168586981.11
国投电力,2019,42433460265.79,24933681339.32,34219864091.92
","corporate,year,营运资本周转率
中海油服,2019,7.883595625953418
华东医药,2019,6.44224657416894
国投电力,2019,-3.134250224317219
招商公路,2019,3.641831968632185
龙源电力,2019,-1.2687019499530519
"
508,CN,fundamental,对于2019年的营运资本周转率，新产业、正泰电器、陕西煤业中最高的那家公司领先第二名多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.7013,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
新产业,2018,1383610984.44,1866639974.85,264180468.33
新产业,2019,1681588076.26,2484876118.38,308369886.16
正泰电器,2018,27420832737.52,23967482171.82,17105792998.39
正泰电器,2019,30225906278.03,25797711427.53,19049399343.96
陕西煤业,2018,57223725979.59,31504517582.1,28679184395.87
陕西煤业,2019,73732076716.23,35662370501.59,28061056367.45
","corporate,year,营运资本周转率
新产业,2019,0.8899726499349966
正泰电器,2019,4.441719836356955
陕西煤业,2019,14.143007709138391
"
509,CN,fundamental,对于华利集团、紫金矿业、伊利股份、科大讯飞在2023年营运资本周转率的值，计算最低的公司与第二名之间的差距。（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.0404,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"corporate,year,营业收入,流动资产合计,流动负债合计
华利集团,2022,20569267348.44,11504083480.18,3742888973.79
华利集团,2023,20113741026.09,13118185703.87,4169225410.21
紫金矿业,2022,270328998459.0,79644459532.0,71169903836.0
紫金矿业,2023,293403242878.0,77628540055.0,84182433105.0
伊利股份,2022,122698004080.99,61463311044.87,62169527205.35
伊利股份,2023,125758168916.51,69355379950.11,76859801708.62
科大讯飞,2022,18820234052.91,19757464924.27,12082325657.94
科大讯飞,2023,19650329209.04,21199919044.08,12907582473.47
","corporate,year,营运资本周转率
伊利股份,2023,-30.632983735806924
华利集团,2023,2.4073674082336827
科大讯飞,2023,2.4612943723490583
紫金矿业,2023,305.5229334407538
"
510,CN,fundamental,在山东黄金、中国中免、新和成中，2025年流动比率最低的那家公司，比第二名低出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.1573,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
山东黄金,2025,33867646221.94,72078918824.93
中国中免,2025,56225571672.53,9646921428.9
新和成,2025,19435332289.06,7397795032.81
","corporate,year,流动比率
中国中免,2025,5.828343486253643
山东黄金,2025,0.46986895439150467
新和成,2025,2.6271790719886474
"
511,CN,fundamental,江西铜业、青岛港、鹏鼎控股里，2021年流动比率最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0693,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
江西铜业,2021,93241812140.0,67228941119.0
青岛港,2021,20576051995.0,16416939608.0
鹏鼎控股,2021,15936765409.68,10943478805.28
","corporate,year,流动比率
江西铜业,2021,1.3869296554136614
青岛港,2021,1.2533427353885895
鹏鼎控股,2021,1.4562796431780762
"
512,CN,fundamental,2024年，在白云山、三环集团、国轩高科、四川路桥中，流动比率最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3224,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
白云山,2024,57762228309.37,38915689355.57
三环集团,2024,13602035453.21,2594251951.16
国轩高科,2024,48762776435.99,55571739076.81
四川路桥,2024,157243011029.59,131053441982.76
","corporate,year,流动比率
三环集团,2024,5.243143576370041
四川路桥,2024,1.1998388493319787
国轩高科,2024,0.8774743645972856
白云山,2024,1.4842915355192725
"
513,CN,fundamental,对于2023年的流动比率，纳思达、新希望、芒果超媒中最高的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4221,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
纳思达,2023,19873703004.33,11697301368.15
新希望,2023,31142146386.42,55110465424.83
芒果超媒,2023,20914869271.16,9860481719.86
","corporate,year,流动比率
新希望,2023,0.5650858897008864
纳思达,2023,1.6989989723991483
芒果超媒,2023,2.121079868647325
"
514,CN,fundamental,对于中科曙光、中国动力、保利发展、中芯国际、德业股份在2019年流动比率的值，计算最高的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0769,hard,solvency,流动资产合计 / 流动负债合计,"corporate,year,流动资产合计,流动负债合计
中科曙光,2019,9879041133.22,5858578477.06
中国动力,2019,38787404530.4,15722517056.09
保利发展,2019,936921965666.57,599700475026.32
中芯国际,2019,47976705000.0,20073511000.0
德业股份,2019,907689599.03,651071270.61
","corporate,year,流动比率
中国动力,2019,2.4669971348751685
中科曙光,2019,1.6862522490571092
中芯国际,2019,2.390050499885147
保利发展,2019,1.562316530807233
德业股份,2019,1.3941478298982073
"
515,CN,fundamental,在科大讯飞、卓胜微、中联重科中，2016年速动比率最高的那家公司，比第二名高出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2081,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
科大讯飞,2016,5532885443.01,2520986784.27,604036357.93
卓胜微,2016,199051281.5,61229128.31,58500483.45
中联重科,2016,68919770139.63,26899210169.32,12770071738.4
","corporate,year,速动比率
中联重科,2016,2.087410672945028
卓胜微,2016,2.2954891230591814
科大讯飞,2016,1.9551269034150223
"
516,CN,fundamental,荣盛石化、寒武纪、国货航里，2024年速动比率最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7113,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
荣盛石化,2024,78302919654.82,161555861255.49,44566934616.59
寒武纪,2024,5800316619.44,818135979.38,1773974363.76
国货航,2024,9365678856.0,2916142973.0,4558156.0
","corporate,year,速动比率
国货航,2024,3.2101034780094095
寒武纪,2024,4.921360699392836
荣盛石化,2024,0.20881931968335563
"
517,CN,fundamental,2024年，在美的集团、中国东航、中国电信、中国联通中，速动比率最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4153,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
美的集团,2024,389063786000.0,351819806000.0,63339188000.0
中国东航,2024,19103000000.0,114003000000.0,1680000000.0
中国电信,2024,188124972669.72,325377170444.26,3267036668.35
中国联通,2024,158807525633.0,265979677614.0,2462505124.0
","corporate,year,速动比率
中国东航,2024,0.15282931150934626
中国电信,2024,0.5681343154744711
中国联通,2024,0.5878081435074674
美的集团,2024,0.9258279165784089
"
518,CN,fundamental,对于2023年的速动比率，隆基绿能、东方财富、中远海控、恒生电子中最高的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1001,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
隆基绿能,2023,99860632035.64,71560306758.22,21539560787.57
东方财富,2023,215971274392.91,150079777469.07,0.0
中远海控,2023,202579526858.83,127358386877.16,6561355165.63
恒生电子,2023,6070009818.68,5222321777.17,595124892.06
","corporate,year,速动比率
东方财富,2023,1.4390431411548408
中远海控,2023,1.5391068974692956
恒生电子,2023,1.0483622343138852
隆基绿能,2023,1.094476460430676
"
519,CN,fundamental,对于康龙化成、汇川技术、润泽科技在2017年速动比率的值，计算最低的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2325,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"corporate,year,流动资产合计,流动负债合计,存货
康龙化成,2017,1078175213.81,941018511.62,93266692.26
汇川技术,2017,7073266729.15,3156299345.48,1031200608.57
润泽科技,2017,966791950.25,647413789.57,439732695.11
","corporate,year,速动比率
康龙化成,2017,1.0466409633689795
汇川技术,2017,1.9142880504134
润泽科技,2017,0.8140995197060333
"
520,CN,fundamental,在澜起科技、生益科技、鹏鼎控股、中国神华中，2024年资产负债率最低的那家公司，比第二名低出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.9238,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
澜起科技,2024,822405821.47,12218911386.38
生益科技,2024,11138288223.06,27643247046.83
鹏鼎控股,2024,12221053256.17,44542561839.93
中国神华,2024,171377000000.0,668022000000.0
","corporate,year,资产负债率
中国神华,2024,25.65439461574619
澜起科技,2024,6.7305981315709325
生益科技,2024,40.29298079270788
鹏鼎控股,2024,27.436799212600487
"
521,CN,fundamental,科伦药业、福耀玻璃、中航成飞、中国动力里，2020年资产负债率最低的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.1012,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
科伦药业,2020,17980177196.0,31983345963.0
福耀玻璃,2020,16832717886.0,38423625184.0
中航成飞,2020,958488234.91,2933073285.37
中国动力,2020,22193664389.64,58744689010.3
","corporate,year,资产负债率
中国动力,2020,37.77986531812037
中航成飞,2020,32.67863233049388
福耀玻璃,2020,43.80825027673162
科伦药业,2020,56.21731139950275
"
522,CN,fundamental,2020年，在华大九天、长春高新、洛阳钼业中，资产负债率最高的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.2868,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
华大九天,2020,483346436.64,1340618263.33
长春高新,2020,4521388510.16,16844623212.07
洛阳钼业,2020,75106394886.46,122441249889.87
","corporate,year,资产负债率
华大九天,2020,36.053994627777335
洛阳钼业,2020,61.340761348005344
长春高新,2020,26.841731353896968
"
523,CN,fundamental,对于2019年的资产负债率，豪威集团、包钢股份、盐湖股份中最高的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,170.4729,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
豪威集团,2019,9520846719.87,17476223432.68
包钢股份,2019,86105367455.37,147086621076.18
盐湖股份,2019,51600165741.21,22531500338.9
","corporate,year,资产负债率
包钢股份,2019,58.54058433416169
盐湖股份,2019,229.01344768472325
豪威集团,2019,54.478856696615075
"
524,CN,fundamental,对于片仔癀、士兰微、宁德时代在2021年资产负债率的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,29.4755,hard,solvency,负债合计 / 资产合计 * 100%,"corporate,year,负债合计,资产合计
片仔癀,2021,2383625235.31,12521151432.34
士兰微,2021,6697782949.95,13806362735.28
宁德时代,2021,215044686400.0,307666860900.0
","corporate,year,资产负债率
士兰微,2021,48.51229160331173
宁德时代,2021,69.89530356663771
片仔癀,2021,19.036789453352526
"
525,CN,fundamental,在天赐材料、中煤能源、中国神华、宁沪高速、昆仑万维中，2021年产权比率最低的那家公司，比第二名低出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0156,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
天赐材料,2021,6529316159.56,7369864264.81
中煤能源,2021,179539134000.0,143071261000.0
中国神华,2021,161376000000.0,445451000000.0
宁沪高速,2021,36609247476.85,37637584166.47
昆仑万维,2021,4607913967.28,13290761624.19
","corporate,year,产权比率
中国神华,2021,0.3622755364787597
中煤能源,2021,1.2548930703839956
天赐材料,2021,0.885947953035785
宁沪高速,2021,0.9726779305209469
昆仑万维,2021,0.3467005200735309
"
526,CN,fundamental,中航光电、恒瑞医药、中国石油里，2023年产权比率最低的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5487,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
中航光电,2023,13555459170.82,22014445151.45
恒瑞医药,2023,2751420194.43,41033086441.33
中国石油,2023,1123693000000.0,1635544000000.0
","corporate,year,产权比率
中国石油,2023,0.6870454111904052
中航光电,2023,0.6157529330203063
恒瑞医药,2023,0.06705369819947715
"
527,CN,fundamental,2017年，在中兴通讯、南山铝业、龙佰集团、海天味业、牧原股份中，产权比率最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0603,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
中兴通讯,2017,98582068000.0,45380147000.0
南山铝业,2017,11380560763.48,34659961635.81
龙佰集团,2017,7512147309.43,13334206510.74
海天味业,2017,4571838748.16,11764173507.61
牧原股份,2017,11308025403.4,12736609504.16
","corporate,year,产权比率
中兴通讯,2017,2.172361142858352
南山铝业,2017,0.32834891403116345
海天味业,2017,0.3886238795443277
牧原股份,2017,0.8878363900303766
龙佰集团,2017,0.5633741537885559
"
528,CN,fundamental,对于2017年的产权比率，中国巨石、华鲁恒升、中信建投、中海油服中最高的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5477,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
中国巨石,2017,12238394938.91,12553413262.43
华鲁恒升,2017,6732510541.04,9289259245.23
中信建投,2017,161884614231.93,43998778210.71
中海油服,2017,39253811260.0,34687485174.0
","corporate,year,产权比率
中信建投,2017,3.679297944517121
中国巨石,2017,0.9749057633223316
中海油服,2017,1.1316418893757882
华鲁恒升,2017,0.7247629077094732
"
529,CN,fundamental,对于中国化学、福耀玻璃、中国联通、中油资本、华鲁恒升在2022年产权比率的值，计算最高的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.4915,hard,solvency,负债合计 / 股东权益合计,"corporate,year,负债合计,股东权益合计
中国化学,2022,136240379027.47,58325267140.15
福耀玻璃,2022,21779200663.0,28988298128.0
中国联通,2022,297412554267.0,347274473340.0
中油资本,2022,848101702117.84,175686050000.55
华鲁恒升,2022,7084584622.74,27920861080.99
","corporate,year,产权比率
中国化学,2022,2.3358723535735804
中国联通,2022,0.856419279558787
中油资本,2022,4.827370767998853
华鲁恒升,2022,0.2537380420392392
福耀玻璃,2022,0.7513100826696452
"
530,CN,fundamental,在国投电力、中国船舶、新奥股份、浪潮信息中，2023年净债务权益比最低的那家公司，比第二名低出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
国投电力,2023,9412127723.77,12394106853.32,113672147814.97,11958214717.65,828370922.62,0.0,0.0,0.0,0.0,11358005093.47,138419158.5,102117360198.35
中国船舶,2023,5583317490.72,6362117562.77,13366739096.29,0.0,115583308.18,0.0,0.0,13855846.75,0.0,67964961318.7,1785765.95,52472529042.23
新奥股份,2023,9554320000.0,2428320000.0,8745910000.0,12842340000.0,362060000.0,0.0,0.0,0.0,0.0,16673440000.0,200110000.0,58536650000.0
浪潮信息,2023,2051618888.91,1663595346.65,8126207218.93,0.0,24949313.08,0.0,0.0,8958527.77,0.0,12012862567.06,52289501.7,18284581821.41
","corporate,year,净债务权益比
中国船舶,2023,-0.8104266090493879
国投电力,2023,1.3393270597154534
新奥股份,2023,0.2914310948781661
浪潮信息,2023,-0.010381575869442519
"
531,CN,fundamental,亿纬锂能、德赛西威、浪潮信息里，2025年净债务权益比最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4059,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
亿纬锂能,2025,706335000.01,6540037582.45,20532087295.22,5192852266.29,89642292.96,0.0,0.0,0.0,0.0,8501799285.35,7785000000.0,44971430582.65
德赛西威,2025,686545993.39,333252769.0,255008209.96,0.0,80428305.64,0.0,0.0,27387000.0,0.0,1448082802.51,3911086418.15,15562678516.3
浪潮信息,2025,1899903366.72,2109415075.81,4417740898.46,1000000000.0,317792408.62,0.0,0.0,0.0,0.0,10324528707.12,146435793.49,22091537910.76
","corporate,year,净债务权益比
亿纬锂能,2025,0.37299580943398936
德赛西威,2025,-0.25551815765551245
浪潮信息,2025,-0.03286836588440213
"
532,CN,fundamental,2021年，在领益智造、保利发展、中国铝业、上港集团、潍柴动力中，净债务权益比最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6078,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
领益智造,2021,3343756961.77,1226193198.77,3924851381.97,313607610.06,640247746.95,0.0,0.0,16799100.0,0.0,2865679195.51,207653507.05,15842276351.14
保利发展,2021,4093562525.35,60574900070.92,231903603559.68,41619554419.26,4086397155.99,1282607256.22,0.0,6027209.74,0.0,171384456028.08,123375719.78,302914461403.14
中国铝业,2021,11937178000.0,10470737000.0,42933121000.0,16222987000.0,10518530000.0,494085000.0,0.0,68871000.0,0.0,21084607000.0,0.0,89697568000.0
上港集团,2021,531439418.27,6921547358.05,15181963209.21,15954855374.32,411446745.81,0.0,5085303561.64,158818737.62,0.0,28620980139.07,441159.9,107805629246.31
潍柴动力,2021,2418042581.66,10762141725.17,12906667271.93,5932319194.5,5041121870.3,51535812.78,0.0,111876471.2,0.0,79678748969.61,6387192900.95,105514883337.09
","corporate,year,净债务权益比
上港集团,2021,0.14492706192784252
中国铝业,2021,0.797802031823204
保利发展,2021,0.5680112453274785
潍柴动力,2021,-0.46289428939596095
领益智造,2021,0.40348515297172094
"
533,CN,fundamental,对于2022年的净债务权益比，中国铁建、中国化学、金龙鱼、美的集团中最高的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2465,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
中国铁建,2022,51367562000.0,45527795000.0,133415428000.0,28096696000.0,2451292000.0,0.0,0.0,0.0,0.0,158424810000.0,961298000.0,385920052000.0
中国化学,2022,540743886.21,99841804.64,5593542788.7,699963018.87,1220477159.71,26941331.75,0.0,0.0,0.0,42091653450.75,1095462958.17,58325267140.15
金龙鱼,2022,88013092000.0,2734188000.0,15722473000.0,500636000.0,115475000.0,0.0,0.0,0.0,0.0,39461617000.0,20104992000.0,93283406000.0
美的集团,2022,5169480000.0,7240626000.0,50685948000.0,3163616000.0,1507480000.0,0.0,0.0,1580771000.0,0.0,55270099000.0,3284593000.0,151923802000.0
","corporate,year,净债务权益比
中国化学,2022,-0.6001791013648493
中国铁建,2022,0.26293701110923356
美的集团,2022,0.07104369992004281
金龙鱼,2022,0.509407375198114
"
534,CN,fundamental,对于龙佰集团、川投能源、中国国航在2025年净债务权益比的值，计算最高的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.6089,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
龙佰集团,2025,6773138420.45,4259586136.1,12312373014.55,500000000.0,8043889.75,264896.5,0.0,0.0,0.0,9127297768.83,0.0,27352130431.63
川投能源,2025,2310478943.05,2449130994.67,5687960605.27,8600000000.0,147065277.3,24456739.52,0.0,0.0,0.0,1456853022.79,1704240000.0,46731101124.37
中国国航,2025,6560932000.0,46024492000.0,60858057000.0,32000000000.0,61452171000.0,0.0,11051420000.0,0.0,0.0,15859324000.0,151633000.0,39231513000.0
","corporate,year,净债务权益比
中国国航,2025,5.147293580036028
川投能源,2025,0.3436255331172979
龙佰集团,2025,0.5383898203223954
"
535,CN,fundamental,在宝信软件、科伦药业、四川路桥中，2020年利息保障倍数最高的那家公司，比第二名高出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1150.2381,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
宝信软件,2020,1560512970.65,1354659.77
科伦药业,2020,955030821.0,554856904.0
四川路桥,2020,3667541169.0,2305114237.44
","corporate,year,利息保障倍数
四川路桥,2020,2.5910452980729826
宝信软件,2020,1152.959337103515
科伦药业,2020,2.7212200373017255
"
536,CN,fundamental,阿特斯、海南机场、山西汾酒、复星医药里，2020年利息保障倍数最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,600.9663,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
阿特斯,2020,1497428350.58,358234829.92
海南机场,2020,-10120915383.57,3327927670.39
山西汾酒,2020,4236616296.4,6987929.96
复星医药,2020,4677844351.41,880952446.37
","corporate,year,利息保障倍数
复星医药,2020,6.309985085670907
山西汾酒,2020,607.2762965071275
海南机场,2020,-2.0412065363139127
阿特斯,2020,5.180018874530992
"
537,CN,fundamental,2025年，在双汇发展、新产业、藏格矿业中，利息保障倍数最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,171.0124,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
双汇发展,2025,6672606513.98,149496882.26
新产业,2025,1855267100.24,530512.39
藏格矿业,2025,4055322495.43,18805450.47
","corporate,year,利息保障倍数
双汇发展,2025,45.63375030373694
新产业,2025,3498.1230365420874
藏格矿业,2025,216.6461235480311
"
538,CN,fundamental,对于2024年的利息保障倍数，三峡能源、阿特斯、山金国际中最高的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,57.2451,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
三峡能源,2024,8557236576.87,4296159518.01
阿特斯,2024,2579734453.55,486335271.55
山金国际,2024,3173600804.66,50737373.63
","corporate,year,利息保障倍数
三峡能源,2024,2.991833995222261
山金国际,2024,63.54956805220822
阿特斯,2024,6.304436269506269
"
539,CN,fundamental,对于用友网络、汇川技术、中国广核、新产业在2022年利息保障倍数的值，计算最低的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2801,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"corporate,year,利润总额,财务费用——利息费用
用友网络,2022,246806945.0,153104849.0
汇川技术,2022,4476619682.54,153068406.05
中国广核,2022,18700132726.93,6465851164.62
新产业,2022,1501201625.41,274749.02
","corporate,year,利息保障倍数
中国广核,2022,3.8921378254503964
新产业,2022,5464.901656173332
汇川技术,2022,30.2458763899175
用友网络,2022,2.6120125953685505
"
540,CN,fundamental,在新和成、宁沪高速、豪威集团中，2022年净债务/EBITDA最高的那家公司，比第二名高出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2678,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
新和成,2022,1846373441.01,2591687706.22,5273637508.87,0.0,2822404.07,0.0,0.0,0.0,0.0,5343851967.72,720314576.43,4238102948.85,329243757.49,1347167649.18,43000548.86,6626543.66
宁沪高速,2022,2434124067.61,1815208560.25,16053597366.94,9972337481.34,20300291.44,0.0,0.0,0.0,0.0,932931344.38,3474620148.26,4581022574.4,1098642030.08,611851468.43,1433933951.4,2686797.77
豪威集团,2022,3632355345.64,3919929435.86,2749776000.0,2346778083.2,145313448.99,0.0,0.0,0.0,0.0,4026146411.11,14010136.2,1301322593.3,493887828.44,419226655.19,545879481.6,80032225.9
","corporate,year,净债务/EBITDA
宁沪高速,2022,3.3498392783336266
新和成,2022,0.6120502922041892
豪威集团,2022,3.0820143689278456
"
541,CN,fundamental,爱尔眼科、海南机场、大秦铁路、圆通速递、中国铝业里，2025年净债务/EBITDA最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.4749,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
爱尔眼科,2025,1527490531.68,834556330.87,139551779.06,0.0,4715478467.57,0.0,0.0,0.0,0.0,5295331616.35,1055281333.04,4425135001.83,269717423.59,1728975753.57,49555455.28,456715490.16
海南机场,2025,1444163511.51,2634784093.83,16887624984.1,999053126.12,10531462.67,33981395.41,0.0,0.0,0.0,3865694651.75,114312422.6,203216000.67,584618880.94,641780882.23,39865576.08,4217560.26
大秦铁路,2025,289147358.0,1372082993.0,9836518799.0,0.0,2151433413.0,0.0,0.0,0.0,0.0,35850008755.0,0.0,8574289114.0,375443621.0,5404566710.0,315696903.0,132589944.0
圆通速递,2025,4064394283.35,1046201770.5,1664280376.35,499059136.87,478721809.06,0.0,0.0,0.0,0.0,7423701456.58,1405504799.25,5302589712.58,146888792.4,2503483798.76,203771862.91,175766323.55
中国铝业,2025,7385390000.0,11552584000.0,27214688000.0,8994952000.0,8443353000.0,0.0,0.0,0.0,0.0,29238071000.0,4409215000.0,25839529000.0,2341729000.0,10031749000.0,760002000.0,444005000.0
","corporate,year,净债务/EBITDA
中国铝业,2025,0.759663859875332
圆通速递,2025,-0.12919877784179515
大秦铁路,2025,-1.4997937356391802
海南机场,2025,12.234610134463539
爱尔眼科,2025,0.1250291149134561
"
542,CN,fundamental,2022年，在中国核电、上汽集团、恒生电子中，净债务/EBITDA最高的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.9032,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中国核电,2022,15364517114.47,23419187470.4,208511267907.01,8999285988.37,2789770519.36,0.0,0.0,0.0,0.0,16161671502.14,1907551.66,19569774848.11,7640989321.4,15515158413.4,216591683.06,136563933.99
上汽集团,2022,38337475598.51,39543710127.34,34555464051.99,15122421304.69,10746800774.69,71057893.27,0.0,51500458.6,0.0,155156629467.12,45230022623.99,28071080464.14,2706128980.08,15327697505.08,2081088946.9,820459351.7
恒生电子,2022,54993749.99,17061706.54,115834519.89,0.0,34984527.44,0.0,0.0,0.0,0.0,2872634365.36,1497708252.01,1124576138.61,20893866.14,132980236.9,47228100.47,985211.96
","corporate,year,净债务/EBITDA
上汽集团,2022,-1.2642869509456103
中国核电,2022,5.6389426166049095
恒生电子,2022,-3.12623958105651
"
543,CN,fundamental,对于2022年的净债务/EBITDA，万泰生物、盛美上海、立讯精密、中国人寿中最低的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6858,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
万泰生物,2022,140139473.16,16800729.37,102487800.0,0.0,18427692.63,0.0,0.0,0.0,0.0,5192247920.74,2008612909.18,5582691093.16,7669723.73,137164144.68,14736129.42,6633811.57
盛美上海,2022,390372777.79,25890120.12,130133420.86,0.0,7727998.97,0.0,0.0,0.0,0.0,1562384721.34,140730269.72,716696265.53,12006970.59,34737467.0,4377425.73,16787999.65
立讯精密,2022,14911899668.93,1232252431.14,9205313060.94,2689623546.98,800739041.51,0.0,0.0,44318321.5,0.0,19367209441.41,1353266499.91,11157994984.3,1038070641.24,7402572021.23,170869522.76,395513128.13
中国人寿,2022,0.0,0.0,12774000000.0,34997000000.0,1569000000.0,0.0,0.0,3344000000.0,148954000000.0,128953000000.0,223782000000.0,24047000000.0,0.0,4568000000.0,360000000.0,363000000.0
","corporate,year,净债务/EBITDA
万泰生物,2022,-1.2042323354488818
中国人寿,2022,-5.150214738564319
盛美上海,2022,-1.4644171535043011
立讯精密,2022,0.4048431397129481
"
544,CN,fundamental,对于大华股份、中国能建、中国银河在2024年净债务/EBITDA的值，计算最低的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0196,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
大华股份,2024,995000000.0,117227812.08,0.0,0.0,114313807.41,0.0,0.0,4268603.52,0.0,11181803423.83,229927529.28,2989469554.64,45574086.2,755841915.34,39185300.46,66984132.0
中国能建,2024,40192548000.0,23750753000.0,193009617000.0,13999319000.0,2720892000.0,0.0,0.0,0.0,0.0,91162208000.0,420989000.0,15127803000.0,6761837000.0,5326693000.0,2824047000.0,258980000.0
中国银河,2024,13503921636.85,0.0,0.0,99096012863.82,1584107602.31,0.0,0.0,44018096756.42,176704613196.33,144890447061.36,220760816602.27,10518630296.62,0.0,828765992.03,269293585.8,63939955.62
","corporate,year,净债务/EBITDA
中国能建,2024,6.009695650337169
中国银河,2024,-2.6320936503571866
大华股份,2024,-2.61246524870129
"
545,CN,fundamental,在双汇发展、中国化学、通威股份中，2022年营业收入增长率最高的那家公司，比第二名高出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,104.8071,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
双汇发展,2021,66682260352.97
双汇发展,2022,62575635903.48
中国化学,2021,137288977645.02
中国化学,2022,157716226323.22
通威股份,2021,64829996083.91
通威股份,2022,142422517994.99
","corporate,year,营业收入增长率
中国化学,2022,14.879015801995063
双汇发展,2022,-6.158496169374514
通威股份,2022,119.68614314067108
"
546,CN,fundamental,南方航空、陕西煤业、阳光电源、五粮液、智飞生物里，2023年营业收入增长率最高的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.2294,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
南方航空,2022,87059000000.0
南方航空,2023,159929000000.0
陕西煤业,2022,166847725959.23
陕西煤业,2023,181471814714.54
阳光电源,2022,40257239155.34
阳光电源,2023,72250674939.46
五粮液,2022,73968640704.54
五粮液,2023,83272067317.19
智飞生物,2022,38264011331.74
智飞生物,2023,52963312548.05
","corporate,year,营业收入增长率
五粮液,2023,12.577528157927864
南方航空,2023,83.70185736109994
智飞生物,2023,38.41547371724965
阳光电源,2023,79.4725034686741
陕西煤业,2023,8.764931419492921
"
547,CN,fundamental,2022年，在领益智造、通威股份、保利发展中，营业收入增长率最低的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.8688,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
领益智造,2021,30384494153.3
领益智造,2022,34484678505.9
通威股份,2021,64829996083.91
通威股份,2022,142422517994.99
保利发展,2021,284933136294.19
保利发展,2022,281016698161.88
","corporate,year,营业收入增长率
保利发展,2022,-1.374511291753137
通威股份,2022,119.68614314067108
领益智造,2022,13.494331457068833
"
548,CN,fundamental,对于2019年的营业收入增长率，国投资本、中国东航、藏格矿业、海天味业、华大九天中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,47.0455,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
国投资本,2018,2364308198.5
国投资本,2019,668103209.1
中国东航,2018,114930000000.0
中国东航,2019,120860000000.0
藏格矿业,2018,2680568343.25
藏格矿业,2019,2018557840.82
海天味业,2018,17034475127.23
海天味业,2019,19796889800.07
华大九天,2018,150781951.28
华大九天,2019,257219984.89
","corporate,year,营业收入增长率
中国东航,2019,5.159662403201949
华大九天,2019,70.59069915625778
国投资本,2019,-71.74212695604287
海天味业,2019,16.21661161971593
藏格矿业,2019,-24.696647041177805
"
549,CN,fundamental,对于中国联通、立讯精密、北方稀土、山东黄金、中微公司在2024年营业收入增长率的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.1448,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"corporate,year,营业收入
中国联通,2023,372596794135.0
中国联通,2024,389589219642.0
立讯精密,2023,231905459829.83
立讯精密,2024,268794737612.58
北方稀土,2023,33496993130.09
北方稀土,2024,32966314898.03
山东黄金,2023,59275274514.67
山东黄金,2024,82517993538.3
中微公司,2023,6263513581.37
中微公司,2024,9065165097.69
","corporate,year,营业收入增长率
中国联通,2024,4.560539911903609
中微公司,2024,44.72971088708334
北方稀土,2024,-1.5842563241394305
山东黄金,2024,39.21149115535126
立讯精密,2024,15.907032895999516
"
550,CN,fundamental,在科大讯飞、华利集团、京沪高铁、恒瑞医药、中国海油中，2024年EBITDA增长率最低的那家公司，比第二名低出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.8132,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
科大讯飞,2023,419771002.71,96251666.74,527097248.68,1318318955.74,84878078.83
科大讯飞,2024,229094931.51,194798266.37,903785603.42,1411532204.47,69996469.71
华利集团,2023,4036124486.47,71098773.3,688170468.01,32453059.13,156395342.04
华利集团,2024,4947870288.03,42252229.27,664688656.16,29457163.65,175960691.95
京沪高铁,2023,15308959165.08,2586741724.52,5205767196.04,719765626.23,0.0
京沪高铁,2024,17112973671.28,1950673678.05,5104698038.27,752993151.55,0.0
恒瑞医药,2023,4667109690.24,5903776.07,666539062.29,38096588.6,89301645.12
恒瑞医药,2024,7169689995.75,5558751.08,708766111.88,67263980.25,94789854.75
中国海油,2023,172974000000.0,2423000000.0,67882000000.0,900000000.0,165000000.0
中国海油,2024,189976000000.0,2807000000.0,73427000000.0,973000000.0,206000000.0
","corporate,year,EBITDA增长率
中国海油,2024,9.431375437907214
京沪高铁,2024,4.618168985646726
华利集团,2024,17.5751273201998
恒瑞医药,2024,47.17653484582519
科大讯飞,2024,14.834158034161435
"
551,CN,fundamental,中海油服、宁沪高速、上海医药里，2021年EBITDA增长率最高的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,52.1933,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中海油服,2020,3378739890.0,888127048.0,4118664389.0,66519295.0,630926271.0
中海油服,2021,1089549291.0,817568814.0,3924616014.0,75035977.0,867126914.0
宁沪高速,2020,3233635943.77,436079760.4,219046890.07,1408658667.39,7869358.1
宁沪高速,2021,5566399422.24,869888309.4,494420385.44,1676326805.39,4776305.37
上海医药,2020,7175482563.63,1411892516.32,1673889079.93,463904324.43,160659274.1
上海医药,2021,8143814892.36,1518228462.53,1713877274.49,425927091.89,186893020.66
","corporate,year,EBITDA增长率
上海医药,2021,10.131640955534388
中海油服,2021,-25.422060522685513
宁沪高速,2021,62.324966625075795
"
552,CN,fundamental,2021年，在宁德时代、万华化学、华大九天中，EBITDA增长率最高的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.5755,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
宁德时代,2020,6982553400.0,640434300.0,4576797800.0,135243800.0,155847900.0
宁德时代,2021,19887129100.0,1161100400.0,5937168400.0,159202600.0,340253100.0
万华化学,2020,11732186087.46,1208271635.14,4922440387.32,308368597.71,5667539.5
万华化学,2021,29151469788.14,2034261425.04,7775952421.13,381739202.94,3079203.19
华大九天,2020,103558656.06,0.0,8523563.43,11229216.03,1943251.01
华大九天,2021,139305915.64,1921022.23,35801900.37,25185555.75,10820281.26
","corporate,year,EBITDA增长率
万华化学,2021,116.46390697954207
华大九天,2021,70.08120107264456
宁德时代,2021,120.03941884882192
"
553,CN,fundamental,对于2024年的EBITDA增长率，中航机载、温氏股份、泰格医药中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,37.4202,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中航机载,2023,2256687626.04,280332607.47,1269613732.36,218177473.21,15264159.83
中航机载,2024,1308469103.11,270623318.74,1327541244.48,199584847.25,8940267.87
温氏股份,2023,-6370677489.2,1301447487.26,5327517174.03,55092498.19,52062833.71
温氏股份,2024,9654325308.2,1122851211.6,5296978833.85,55332771.74,73974558.11
泰格医药,2023,2488533058.16,119897366.25,231509470.66,74175980.91,33337538.65
泰格医药,2024,664461508.3,141235382.04,235347909.54,88792330.09,39895400.15
","corporate,year,EBITDA增长率
中航机载,2024,-22.89355223227852
泰格医药,2024,-60.3137907349474
温氏股份,2024,4333.929416142407
"
554,CN,fundamental,对于牧原股份、四川路桥、鹏鼎控股、公牛集团在2025年EBITDA增长率的值，计算最高的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.383,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
牧原股份,2024,18896478910.64,3177468228.97,15067598105.54,29772853.8,11464610.83
牧原股份,2025,15809937800.4,2556832463.42,15295755988.07,32057648.99,10696376.09
四川路桥,2024,9155041545.74,2973341682.92,1023903121.33,821436237.27,528175426.85
四川路桥,2025,9360479595.2,2332952892.59,566872653.32,839444466.48,714354066.01
鹏鼎控股,2024,4044464846.25,113651755.74,2972534773.48,110154233.32,533120.02
鹏鼎控股,2025,4283768236.66,125035367.53,3232839208.56,113208147.1,695548.28
公牛集团,2024,5080455920.7,17642919.79,264524971.32,12408400.51,578929.57
公牛集团,2025,4905381965.08,16216500.05,302631820.75,11289678.79,17417500.74
","corporate,year,EBITDA增长率
公牛集团,2025,-2.282041487786428
四川路桥,2025,-4.742788425630857
牧原股份,2025,-9.352453418972686
鹏鼎控股,2025,7.101004366419172
"
555,CN,fundamental,在天齐锂业、科大讯飞、百利天恒、晶盛机电中，2022年净利润增长率最高的那家公司，比第二名高出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1022.9121,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
天齐锂业,2021,2590030655.99
天齐锂业,2022,31108356432.36
科大讯飞,2021,1610718319.56
科大讯飞,2022,498628077.03
百利天恒,2021,-99991297.88
百利天恒,2022,-282379086.34
晶盛机电,2021,1728261798.19
晶盛机电,2022,3079218562.19
","corporate,year,净利润增长率
天齐锂业,2022,1101.0806266101629
晶盛机电,2022,78.1685254754141
百利天恒,2022,-182.40366144550336
科大讯飞,2022,-69.04312374331161
"
556,CN,fundamental,中兴通讯、长安汽车、天坛生物、东方电气里，2021年净利润增长率最低的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.7313,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
中兴通讯,2020,4721692000.0
中兴通讯,2021,7035890000.0
长安汽车,2020,3288478642.7
长安汽车,2021,3604218189.98
天坛生物,2020,943076591.99
天坛生物,2021,1068813818.4
东方电气,2020,1916264130.79
东方电气,2021,2429223530.26
","corporate,year,净利润增长率
东方电气,2021,26.76872103526393
中兴通讯,2021,49.01204907054505
天坛生物,2021,13.33266327230962
长安汽车,2021,9.601386585888324
"
557,CN,fundamental,2017年，在中航沈飞、上海机场、北新建材、中航光电中，净利润增长率最低的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9106,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
中航沈飞,2016,556229227.38
中航沈飞,2017,703553991.52
上海机场,2016,2965658928.29
上海机场,2017,3857263053.18
北新建材,2016,1465397146.47
北新建材,2017,2354897830.36
中航光电,2016,776488985.52
中航光电,2017,866373254.1
","corporate,year,净利润增长率
上海机场,2017,30.064284074773866
中航光电,2017,11.575730017574717
中航沈飞,2017,26.486339963461127
北新建材,2017,60.700314998751104
"
558,CN,fundamental,对于2018年的净利润增长率，中国中冶、芒果超媒、汇川技术、同花顺、TCL科技中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.3927,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
中国中冶,2017,6711854000.0
中国中冶,2018,7570607000.0
芒果超媒,2017,805518489.88
芒果超媒,2018,927574396.79
汇川技术,2017,1091364762.41
汇川技术,2018,1208720772.0
同花顺,2017,725653800.79
同花顺,2018,633934218.67
TCL科技,2017,3544702000.0
TCL科技,2018,4065198000.0
","corporate,year,净利润增长率
TCL科技,2018,14.683773135231116
中国中冶,2018,12.79457211077595
同花顺,2018,-12.639578545602234
汇川技术,2018,10.75314263682558
芒果超媒,2018,15.152464958089656
"
559,CN,fundamental,对于卫星化学、中兴通讯、时代电气、中油资本在2020年净利润增长率的值，计算最高的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.4916,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"corporate,year,净利润
卫星化学,2019,1267268211.29
卫星化学,2020,1657626320.24
中兴通讯,2019,5776669000.0
中兴通讯,2020,4721692000.0
时代电气,2019,2657559361.0
时代电气,2020,2496556928.0
中油资本,2019,15222213768.7
中油资本,2020,15117407051.96
","corporate,year,净利润增长率
中兴通讯,2020,-18.262721994284252
中油资本,2020,-0.688511660212694
卫星化学,2020,30.803116930759263
时代电气,2020,-6.058281721293977
"
560,CN,fundamental,在中国船舶、申万宏源、华勤技术、晶科能源中，2023年每股收益增长率最低的那家公司，比第二名低出多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,70.1299,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
中国船舶,2022,172470350.07,4472428758.0
中国船舶,2023,2957396962.72,4472428758.0
申万宏源,2022,2789067875.31,25039944560.0
申万宏源,2023,4606340168.13,25039944560.0
华勤技术,2022,2563676750.43,651827169.0
华勤技术,2023,2706874614.61,724252410.0
晶科能源,2022,2938617906.61,10000000000.0
晶科能源,2023,7440477243.96,10005196733.0
","corporate,year,每股收益增长率
中国船舶,2023,1614.727755535772
华勤技术,2023,-4.972920133539309
晶科能源,2023,153.06497378252507
申万宏源,2023,65.15697623952639
"
561,CN,fundamental,中国太保、藏格矿业、思源电气里，2025年每股收益增长率最高的企业与第二名相差多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5797,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
中国太保,2024,44960000000.0,9620000000.0
中国太保,2025,53505000000.0,9620000000.0
藏格矿业,2024,2579985938.8,1580435073.0
藏格矿业,2025,3852353240.98,1570225745.0
思源电气,2024,2049069550.48,777642620.0
思源电气,2025,3150142665.04,782057732.0
","corporate,year,每股收益增长率
中国太保,2025,19.005782918149464
思源电气,2025,52.86735940479003
藏格矿业,2025,50.28766230860185
"
562,CN,fundamental,2021年，在潞安环能、恒瑞医药、春秋航空、长春高新中，每股收益增长率最低的公司与第二名之间的差距是多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,63.66,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
潞安环能,2020,1945561072.42,2991409200.0
潞安环能,2021,6731113540.71,2991409200.0
恒瑞医药,2020,6328383219.69,5331717041.0
恒瑞医药,2021,4530217550.47,6396011914.0
春秋航空,2020,-588413004.0,916462713.0
春秋航空,2021,39111907.0,916462713.0
长春高新,2020,3046586145.21,404720290.0
长春高新,2021,3757472953.11,404720290.0
","corporate,year,每股收益增长率
恒瑞医药,2021,-40.326141952415924
春秋航空,2021,106.64701608124216
潞安环能,2021,245.9728731279279
长春高新,2021,23.333881729150953
"
563,CN,fundamental,对于2017年的每股收益增长率，荣盛石化、紫光股份、北方华创中最高的那家公司领先第二名多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,56.8766,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
荣盛石化,2016,1920605766.75,2544000000.0
荣盛石化,2017,2016654965.07,3816000000.0
紫光股份,2016,814822574.6,1042303162.0
紫光股份,2017,1565147285.01,1042303162.0
北方华创,2016,92901564.99,458004372.0
北方华创,2017,125610225.49,458004372.0
","corporate,year,每股收益增长率
北方华创,2017,35.20786813819636
紫光股份,2017,92.08442841416581
荣盛石化,2017,-29.999343610478626
"
564,CN,fundamental,对于金山办公、纳思达、新易盛、格力电器在2021年每股收益增长率的值，计算最低的公司与第二名之间的差距。（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.6423,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"corporate,year,归属于母公司所有者的净利润,股本
金山办公,2020,878141265.18,461000000.0
金山办公,2021,1041253876.4,461000000.0
纳思达,2020,145181220.31,1074539741.0
纳思达,2021,1163229842.99,1410937360.0
新易盛,2020,491758403.47,362204466.0
新易盛,2021,661926139.05,507086219.0
格力电器,2020,22175108137.32,6015730878.0
格力电器,2021,23063732372.62,5914469040.0
","corporate,year,每股收益增长率
新易盛,2021,-3.854329109287285
格力电器,2021,5.788017907800772
纳思达,2021,510.19668230944967
金山办公,2021,18.574757580326825
"
565,CN,fundamental,在赣锋锂业、纳思达、中国建筑中，2019年公司自由现金流最低的那家公司，比第二名低出多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46536756605.1068,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
赣锋锂业,2019,669286082.56,814167438.17,204995084.72,121075971.03,474468054.17
纳思达,2019,2651868173.76,745851310.67,875193714.6,291952156.88,1157901911.15
中国建筑,2019,-34220077000.0,20436792000.0,10476405000.0,18262603000.0,81467846000.0
","corporate,year,公司自由现金流
中国建筑,2019,-46528954045.780945
纳思达,2019,2560540164.9332595
赣锋锂业,2019,7802559.325831085
"
566,CN,fundamental,新产业、中国中铁、阳光电源里，2020年公司自由现金流最低的企业与第二名相差多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7739519641.1482,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
新产业,2020,976654657.41,254817309.04,0.0,157614562.7,1096761945.17
中国中铁,2020,30994071000.0,43290967000.0,6467522000.0,6133626000.0,33383055000.0
阳光电源,2020,3088658224.59,960928959.57,97625042.31,206026555.86,2181541884.75
","corporate,year,公司自由现金流
中国中铁,2020,-7017682292.778237
新产业,2020,721837348.37
阳光电源,2020,2216134520.4565883
"
567,CN,fundamental,2023年，在卓胜微、青岛啤酒、铜陵有色、天赐材料中，公司自由现金流最低的公司与第二名之间的差距是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,448743181.7741,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
卓胜微,2023,1894128040.83,2121789270.91,2337429.34,51513570.17,1170968907.15
青岛啤酒,2023,2777567140.0,1617742854.0,16430590.0,1398208378.0,5746407302.0
铜陵有色,2023,5924657630.78,2750839885.32,1028320327.39,1597087810.52,5391665154.49
天赐材料,2023,2274216054.11,3102491757.55,194435865.87,482114908.5,2324336491.57
","corporate,year,公司自由现金流
卓胜微,2023,-225426629.54236057
天赐材料,2023,-674169811.3164929
铜陵有色,2023,3897534983.9848022
青岛啤酒,2023,1172257006.1334684
"
568,CN,fundamental,对于2023年的公司自由现金流，中海油服、上港集团、润泽科技中最高的那家公司领先第二名多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2043670938.767,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
中海油服,2023,13095904097.0,9473763621.0,969394082.0,960240347.0,4242868554.0
上港集团,2023,13414585346.32,8002374775.94,1164023406.26,2239068372.53,16246855824.88
润泽科技,2023,1243931063.23,4793784253.96,159984200.63,19591634.44,1777305679.32
","corporate,year,公司自由现金流
上港集团,2023,6415813522.249672
中海油服,2023,4372142583.482698
润泽科技,2023,-3391632531.403777
"
569,CN,fundamental,对于中煤能源、上汽集团、亿联网络在2016年公司自由现金流的值，计算最低的公司与第二名之间的差距。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6234976330.61,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
中煤能源,2016,12068576000.0,9016116000.0,0.0,439734000.0,3372503000.0
上汽集团,2016,11360916342.78,17267840851.85,0.0,6530495764.2,50489547289.99
亿联网络,2016,350237709.05,22185887.51,0.0,29677938.23,462001229.8
","corporate,year,公司自由现金流
上汽集团,2016,-5906924509.069998
中煤能源,2016,3052460000.0
亿联网络,2016,328051821.54
"
570,CN,fundamental,在公牛集团、青岛港、川投能源中，2025年股权自由现金流最低的那家公司，比第二名低出多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2541690540.26,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
公牛集团,2025,4743692351.84,500139110.24,1712624081.26,0.0,1227701482.79
青岛港,2025,5548596729.0,2464233800.0,2815053936.0,0.0,1669991239.0
川投能源,2025,762890300.36,1187274039.54,10567299161.88,0.0,8455180336.96
","corporate,year,股权自由现金流
公牛集团,2025,4728475840.070001
川投能源,2025,1687735085.7399993
青岛港,2025,4229425626.0
"
571,CN,fundamental,赛轮轮胎、中国核电、长安汽车里，2017年股权自由现金流最高的企业与第二名相差多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9667364213.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
赛轮轮胎,2017,1150056832.92,854975572.51,8811139081.81,0.0,8221044855.48
中国核电,2017,19820662305.12,23399977013.34,46904116005.46,0.0,32772261597.5
长安汽车,2017,-1123470776.83,3308579224.93,185000000.0,0.0,2168573600.0
","corporate,year,股权自由现金流
中国核电,2017,10552539699.739998
赛轮轮胎,2017,885175486.74
长安汽车,2017,-6415623601.76
"
572,CN,fundamental,2019年，在中信特钢、爱尔眼科、中远海控中，股权自由现金流最高的公司与第二名之间的差距是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4748891559.44,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
中信特钢,2019,7926316139.91,2446886091.37,13110036510.0,0.0,16080329510.0
爱尔眼科,2019,2078432734.81,745625809.85,2846249084.65,0.0,2048250239.3
中远海控,2019,21202371528.39,11082748906.99,58071907199.92,0.0,60933501213.34
","corporate,year,股权自由现金流
中信特钢,2019,2509137048.54
中远海控,2019,7258028607.980001
爱尔眼科,2019,2130805770.3100002
"
573,CN,fundamental,对于2023年的股权自由现金流，南方航空、渝农商行、四川路桥、中远海能、洛阳钼业中最低的那家公司领先第二名多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16364633787.75,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
南方航空,2023,40134000000.0,11369000000.0,70978000000.0,12700000000.0,110308000000.0
渝农商行,2023,39459381000.0,1036331000.0,0.0,234975743000.0,289310000000.0
四川路桥,2023,-2118013150.83,7745804432.16,24615339330.49,0.0,13213927182.28
中远海能,2023,8970780532.82,5723248263.71,11195948600.71,0.0,11833068992.78
洛阳钼业,2023,15542003495.74,12924398131.61,71744175889.11,0.0,73908354465.49
","corporate,year,股权自由现金流
中远海能,2023,2610411877.039998
南方航空,2023,2135000000.0
四川路桥,2023,1537594565.2200012
洛阳钼业,2023,453426787.7499943
渝农商行,2023,-15911207000.0
"
574,CN,fundamental,对于中国人寿、中国石化、潞安环能、山西焦煤在2016年股权自由现金流的值，计算最高的公司与第二名之间的差距。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11083000000.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
中国人寿,2016,89098000000.0,5310000000.0,13831000000.0,0.0,30000000000.0
中国石化,2016,214543000000.0,72847000000.0,506097000000.0,0.0,569091000000.0
潞安环能,2016,1133579475.91,869162330.04,11213350000.0,0.0,9880750000.0
山西焦煤,2016,2622468054.28,2600994631.83,7987000000.0,0.0,7943521295.34
","corporate,year,股权自由现金流
中国人寿,2016,67619000000.0
中国石化,2016,78702000000.0
山西焦煤,2016,64952127.11000013
潞安环能,2016,1597017145.8700001
"
575,CN,fundamental,在中油资本、上汽集团、生益科技中，2025年经营现金流利润率最低的那家公司，比第二名低出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1997.1772,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
中油资本,2025,-18277767921.32,917619498.96
上汽集团,2025,34306601905.98,646152101889.3
生益科技,2025,5273633309.36,28431138459.44
","corporate,year,经营现金流利润率
上汽集团,2025,5.30936938929241
中油资本,2025,-1991.8678648432629
生益科技,2025,18.548794016403498
"
576,CN,fundamental,中微公司、新希望、康龙化成、云南白药里，2024年经营现金流利润率最低的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8783,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
中微公司,2024,1458401788.71,9065165097.69
新希望,2024,9126553532.87,103062962254.34
康龙化成,2024,2576656397.08,12275774875.03
云南白药,2024,4297003142.27,40033300814.72
","corporate,year,经营现金流利润率
中微公司,2024,16.08797824412081
云南白药,2024,10.733571938414878
康龙化成,2024,20.989765805506455
新希望,2024,8.855318470613511
"
577,CN,fundamental,2019年，在中国石化、华大九天、国投资本中，经营现金流利润率最高的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.0223,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
中国石化,2019,153619000000.0,2959799000000.0
华大九天,2019,51990642.31,257219984.89
国投资本,2019,-1485042510.09,668103209.1
","corporate,year,经营现金流利润率
中国石化,2019,5.190183522597311
华大九天,2019,20.212520552100095
国投资本,2019,-222.27741011609518
"
578,CN,fundamental,对于2025年的经营现金流利润率，华能国际、圣邦股份、同花顺中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.3508,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
华能国际,2025,67212899994.0,229288057955.0
圣邦股份,2025,466319946.2,3898054583.68
同花顺,2025,3774236497.7,6028985966.48
","corporate,year,经营现金流利润率
华能国际,2025,29.313737746948505
同花顺,2025,62.60151406362575
圣邦股份,2025,11.962889081962667
"
579,CN,fundamental,对于思源电气、京东方A、中国神华、上海机场在2019年经营现金流利润率的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.4429,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"corporate,year,经营活动产生的现金流量净额,营业收入
思源电气,2019,831389944.0,6380095191.01
京东方A,2019,26083079194.0,116059590164.0
中国神华,2019,63106000000.0,241871000000.0
上海机场,2019,4885045782.8,10944668477.76
","corporate,year,经营现金流利润率
上海机场,2019,44.63402242586522
中国神华,2019,26.090767392535692
京东方A,2019,22.47386808547476
思源电气,2019,13.030995919488575
"
580,CN,fundamental,在亿联网络、中国交建、联影医疗中，2018年资本支出占收入比最低的那家公司，比第二名低出多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.7865,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
亿联网络,2018,20357152.91,1815359403.28
中国交建,2018,38817590164.0,490872128295.0
联影医疗,2018,560794902.11,2034680383.14
","corporate,year,资本支出占收入比
中国交建,2018,7.907882303040793
亿联网络,2018,1.121384166309911
联影医疗,2018,27.561817903043767
"
581,CN,fundamental,青岛啤酒、软通动力、福斯特、盛美上海、百利天恒里，2022年资本支出占收入比最低的企业与第二名相差多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9856,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
青岛啤酒,2022,1780139656.0,32171565624.0
软通动力,2022,395570256.87,19103690330.76
福斯特,2022,576936615.81,18877495145.99
盛美上海,2022,685572133.5,2873045516.26
百利天恒,2022,34556410.65,703281558.8
","corporate,year,资本支出占收入比
百利天恒,2022,4.913595446603654
盛美上海,2022,23.862209269571427
福斯特,2022,3.056213821527874
软通动力,2022,2.0706483931697144
青岛啤酒,2022,5.53327020762712
"
582,CN,fundamental,2021年，在东方盛虹、康龙化成、藏格矿业中，资本支出占收入比最低的公司与第二名之间的差距是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26.4042,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
东方盛虹,2021,41718720515.67,52690217451.46
康龙化成,2021,2092821567.79,7443769724.38
藏格矿业,2021,61976346.43,3622594323.02
","corporate,year,资本支出占收入比
东方盛虹,2021,79.17735498833855
康龙化成,2021,28.115076705497007
藏格矿业,2021,1.7108276804876403
"
583,CN,fundamental,对于2019年的资本支出占收入比，贵州茅台、温氏股份、中国东航中最低的那家公司领先第二名多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5941,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
贵州茅台,2019,3148864661.38,85429573467.25
温氏股份,2019,12391978701.98,73120412619.72
中国东航,2019,7590000000.0,120860000000.0
","corporate,year,资本支出占收入比
中国东航,2019,6.27999338077114
温氏股份,2019,16.94735882636141
贵州茅台,2019,3.685918744036734
"
584,CN,fundamental,对于潞安环能、渝农商行、恒立液压、中国神华在2022年资本支出占收入比的值，计算最低的公司与第二名之间的差距。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7245,hard,cash flow,资本支出 / 营业收入 * 100%,"corporate,year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
潞安环能,2022,750719604.45,54297074121.79
渝农商行,2022,610866000.0,28990726000.0
恒立液压,2022,798783077.0,8196713892.3
中国神华,2022,28684000000.0,344533000000.0
","corporate,year,资本支出占收入比
中国神华,2022,8.325472451114987
恒立液压,2022,9.745162360130411
渝农商行,2022,2.107108321468045
潞安环能,2022,1.3826152082635483
"
585,CN,fundamental,在五粮液、德业股份、同花顺、中远海控、宝钢股份中，2019年现金流量充裕率最低的那家公司，比第二名低出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0983,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
五粮液,2019,23112072040.66,1698655125.66,0.0,7251646962.56
德业股份,2019,380755871.51,57082545.51,77000000.0,39188071.97
同花顺,2019,1219079300.44,129341215.34,0.0,258048000.0
中远海控,2019,21202371528.39,11082748906.99,60933501213.34,5395634518.91
宝钢股份,2019,33073719220.85,17625270817.47,156226156695.76,14526222022.94
","corporate,year,现金流量充裕率
中远海控,2019,0.2738903932800331
五粮液,2019,2.5822672590100737
同花顺,2019,3.1469107867911355
宝钢股份,2019,0.1755713552127084
德业股份,2019,2.197463580655556
"
586,CN,fundamental,云铝股份、青岛港、赛轮轮胎、长电科技、川投能源里，2025年现金流量充裕率最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7538,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
云铝股份,2025,8432323187.1,640504638.26,550000000.0,2098445920.67
青岛港,2025,5548596729.0,2464233800.0,1669991239.0,2715359382.0
赛轮轮胎,2025,4178797505.36,4817731140.36,12960712338.72,1886823509.46
长电科技,2025,4652212168.2,6298299227.33,10789794575.61,595540350.88
川投能源,2025,762890300.36,1187274039.54,8455180336.96,2470383665.59
","corporate,year,现金流量充裕率
云铝股份,2025,2.5638339756141857
川投能源,2025,0.06298196159389644
赛轮轮胎,2025,0.212496352467282
长电科技,2025,0.2630800958520754
青岛港,2025,0.8100632663185625
"
587,CN,fundamental,2018年，在广汽集团、中国化学、恒瑞医药、福莱特中，现金流量充裕率最高的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.1347,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
广汽集团,2018,-1268116293.0,9852008155.0,3227829872.0,4678632989.0
中国化学,2018,4909220796.85,985705169.2,6558650189.84,928000112.56
恒瑞医药,2018,2774212734.45,529109774.92,0.0,493021825.54
福莱特,2018,430909251.75,1257129436.89,584818797.8,79161657.99
","corporate,year,现金流量充裕率
中国化学,2018,0.5794398987750329
广汽集团,2018,-0.0714090921373498
恒瑞医药,2018,2.7141443755397967
福莱特,2018,0.22430223975832533
"
588,CN,fundamental,对于2023年的现金流量充裕率，沪硅产业、TCL中环、华域汽车、荣盛石化中最低的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2311,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
沪硅产业,2023,-274727358.18,4126452772.93,755998221.83,105350419.77
TCL中环,2023,5181162667.85,12162980041.19,8490594932.62,1723830191.46
华域汽车,2023,11315738102.46,4897985743.68,5518580991.01,4317559882.16
荣盛石化,2023,28079221508.73,32643267964.49,117188136080.88,9700463891.53
","corporate,year,现金流量充裕率
TCL中环,2023,0.23153545415941373
华域汽车,2023,0.7679951718019906
沪硅产业,2023,-0.05507985088975069
荣盛石化,2023,0.17601010927695174
"
589,CN,fundamental,对于软通动力、海螺水泥、陕西煤业、卓胜微在2024年现金流量充裕率的值，计算最高的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1631,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"corporate,year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
软通动力,2024,741398323.16,691615293.96,3896449930.05,354399375.19
海螺水泥,2024,18476252523.0,11314257404.0,15906201222.0,6354833155.0
陕西煤业,2024,42350239402.91,13893188369.12,16052925551.29,29420032825.02
卓胜微,2024,80280996.61,1868129167.21,368956890.36,152041380.41
","corporate,year,现金流量充裕率
卓胜微,2024,0.033602643096291816
海螺水泥,2024,0.5502931335195594
软通动力,2024,0.15000579332019992
陕西煤业,2024,0.7133735592527759
"
590,CN,fundamental,在顺丰控股、龙佰集团、中联重科中，2021年每股净资产最高的那家公司，比第二名高出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.2279,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
顺丰控股,2021,97915247000.0,4906213000.0
龙佰集团,2021,20788973993.05,2381470256.0
中联重科,2021,58297166150.61,8677992236.0
","corporate,year,每股净资产
中联重科,2021,6.717817274457631
顺丰控股,2021,19.95739830292733
龙佰集团,2021,8.729470351633902
"
591,CN,fundamental,大全能源、华域汽车、昆仑万维里，2025年每股净资产最低的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.7282,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
大全能源,2025,39022601729.53,2145205724.0
华域汽车,2025,71137783000.59,3152723984.0
昆仑万维,2025,15644774574.03,1255356953.0
","corporate,year,每股净资产
华域汽车,2025,22.563910878850344
大全能源,2025,18.190610482228042
昆仑万维,2025,12.462411218293543
"
592,CN,fundamental,2016年，在恒生电子、深南电路、长安汽车中，每股净资产最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.4387,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
恒生电子,2016,2517507245.84,617805180.0
深南电路,2016,1577870716.17,210000000.0
长安汽车,2016,43353159550.06,4802648511.0
","corporate,year,每股净资产
恒生电子,2016,4.074920909274344
深南电路,2016,7.5136700770000004
长安汽车,2016,9.026927423642142
"
593,CN,fundamental,对于2018年的每股净资产，恒生电子、中国电信、宁德时代、中航西飞、兖矿能源中最高的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2586,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
恒生电子,2018,3414402602.56,617805180.0
中国电信,2018,344106000000.0,80932000000.0
宁德时代,2018,35200170590.62,2195017400.0
中航西飞,2018,19313070717.19,2768645071.0
兖矿能源,2018,84953491000.0,4912016000.0
","corporate,year,每股净资产
中国电信,2018,4.251791627539169
中航西飞,2018,6.975639788387307
兖矿能源,2018,17.295035480340456
宁德时代,2018,16.0363970648342
恒生电子,2018,5.526665546183993
"
594,CN,fundamental,对于软通动力、华能水电、卫星化学在2017年每股净资产的值，计算最高的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8576,hard,per share,股东权益合计 / 股本,"corporate,year,股东权益合计,股本
软通动力,2017,2276822358.08,263634990.2
华能水电,2017,41001921628.8,18000000000.0
卫星化学,2017,7210533392.65,1063710806.0
","corporate,year,每股净资产
华能水电,2017,2.2778845349333334
卫星化学,2017,6.778659530370513
软通动力,2017,8.636267728926068
"
595,CN,fundamental,在四川路桥、宁德时代、福斯特中，2019年每股资本公积金最高的那家公司，比第二名高出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.1329,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
四川路桥,2019,3131572209.89,3610525510.0
宁德时代,2019,21630448577.59,2208399700.0
福斯特,2019,1391010316.85,522600000.0
","corporate,year,每股资本公积金
四川路桥,2019,0.8673452662823036
宁德时代,2019,9.794625754382235
福斯特,2019,2.6617112836777648
"
596,CN,fundamental,阳光电源、国电电力、沪农商行里，2025年每股资本公积金最低的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6607,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
阳光电源,2025,7264502339.57,2073211424.0
国电电力,2025,968554432.29,17835619082.0
沪农商行,2025,16540133000.0,9644444000.0
","corporate,year,每股资本公积金
国电电力,2025,0.05430450313146018
沪农商行,2025,1.7149908278797616
阳光电源,2025,3.503985293286711
"
597,CN,fundamental,2017年，在天坛生物、三峡能源、徐工机械、新和成、川投能源中，每股资本公积金最低的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.104,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
天坛生物,2017,947150338.94,670106928.0
三峡能源,2017,7585121221.77,13051431033.2
徐工机械,2017,3344104932.02,7007727655.0
新和成,2017,5412563310.38,1263919000.0
川投能源,2017,4051930346.4,4402140480.0
","corporate,year,每股资本公积金
三峡能源,2017,0.5811716127124377
天坛生物,2017,1.4134316470460369
川投能源,2017,0.9204454889181547
徐工机械,2017,0.4772024679974525
新和成,2017,4.282365650314617
"
598,CN,fundamental,对于2025年的每股资本公积金，中国移动、中航西飞、山西汾酒、卓胜微、中海油服中最低的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2253,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
中国移动,2025,-303621000000.0,468445000000.0
中航西飞,2025,11954250603.48,2781149071.0
山西汾酒,2025,704072987.94,1219964222.0
卓胜微,2025,3647178307.57,534943198.0
中海油服,2025,12361820023.0,4771592000.0
","corporate,year,每股资本公积金
中国移动,2025,-0.6481465273404562
中海油服,2025,2.590711867862969
中航西飞,2025,4.29831350218911
卓胜微,2025,6.817879582740297
山西汾酒,2025,0.5771259314357172
"
599,CN,fundamental,对于中国交建、中国中铁、紫金矿业在2023年每股资本公积金的值，计算最高的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.2023,hard,per share,资本公积 / 股本,"corporate,year,资本公积,股本
中国交建,2023,42655541987.0,16263661425.0
中国中铁,2023,56618356000.0,24752196000.0
紫金矿业,2023,25866060607.0,2632657124.0
","corporate,year,每股资本公积金
中国中铁,2023,2.287407388015189
中国交建,2023,2.622751474734417
紫金矿业,2023,9.82507762640191
"
600,CN,fundamental,在中航成飞、亿纬锂能、云铝股份中，2017年每股未分配利润最低的那家公司，比第二名低出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6645,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
中航成飞,2017,508063761.16,590760499.0
亿纬锂能,2017,1066660026.86,856366226.0
云铝股份,2017,509720634.15,2606838797.0
","corporate,year,每股未分配利润
中航成飞,2017,0.8600164737148412
云铝股份,2017,0.19553208841935152
亿纬锂能,2017,1.2455652669095336
"
601,CN,fundamental,浪潮信息、新产业、德业股份、晶科能源、泰格医药里，2020年每股未分配利润最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8065,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
浪潮信息,2020,4058458395.22,1453721310.0
新产业,2020,2643644229.81,412350000.0
德业股份,2020,589402416.69,128000000.0
晶科能源,2020,4012789515.57,8000000000.0
泰格医药,2020,3253421282.24,872483508.0
","corporate,year,每股未分配利润
德业股份,2020,4.604706380390626
新产业,2020,6.411165829538014
晶科能源,2020,0.50159868944625
泰格医药,2020,3.728920091220796
浪潮信息,2020,2.7917719629631073
"
602,CN,fundamental,2022年，在恒瑞医药、联影医疗、澜起科技、浪潮信息、洋河股份中，每股未分配利润最高的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.4455,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
恒瑞医药,2022,25520207662.61,6379002274.0
联影医疗,2022,2415043504.37,824157988.0
澜起科技,2022,3386153834.82,1134068231.0
浪潮信息,2022,7309025034.04,1463709516.0
洋河股份,2022,44364203149.57,1506988000.0
","corporate,year,每股未分配利润
恒瑞医药,2022,4.000658185470025
洋河股份,2022,29.438988996309195
浪潮信息,2022,4.99349423785532
澜起科技,2022,2.9858466556585874
联影医疗,2022,2.930316200939376
"
603,CN,fundamental,对于2019年的每股未分配利润，汇川技术、新和成、巨化股份、万科A、中国铝业中最低的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9608,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
汇川技术,2019,3735885601.39,1731644256.0
新和成,2019,9158233971.76,2148662300.0
巨化股份,2019,5041794807.84,2745166103.0
万科A,2019,95352036928.77,11302143001.0
中国铝业,2019,-2114614000.0,17022673000.0
","corporate,year,每股未分配利润
万科A,2019,8.436633381858057
中国铝业,2019,-0.12422338136907171
巨化股份,2019,1.8366082847701548
新和成,2019,4.262295648674061
汇川技术,2019,2.1574209532041433
"
604,CN,fundamental,对于三峡能源、工业富联、春秋航空、中科曙光、国电电力在2022年每股未分配利润的值，计算最低的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2614,hard,per share,未分配利润 / 股本,"corporate,year,未分配利润,股本
三峡能源,2022,24121017992.49,28619530000.0
工业富联,2022,77934054000.0,19859593000.0
春秋航空,2022,4408533660.0,978548805.0
中科曙光,2022,4378838552.87,1464013974.0
国电电力,2022,19693720527.28,17835619082.0
","corporate,year,每股未分配利润
三峡能源,2022,0.8428167056723155
中科曙光,2022,2.99098139132243
国电电力,2022,1.1041792514595261
工业富联,2022,3.924252324808469
春秋航空,2022,4.505175048473949
"
605,CN,fundamental,在三六零、拓普集团、宝丰能源中，2020年每股经营现金流最高的那家公司，比第二名高出多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3582,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
三六零,2020,1942970000.0,7145363000.0
拓普集团,2020,1123685580.01,1054987749.0
宝丰能源,2020,5183714666.16,7333360000.0
","corporate,year,每股经营现金流
三六零,2020,0.27192040488355873
宝丰能源,2020,0.7068676113214134
拓普集团,2020,1.0651171836593527
"
606,CN,fundamental,正泰电器、沪电股份、中国卫通、万科A、万泰生物里，2019年每股经营现金流最高的企业与第二名相差多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7184,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
正泰电器,2019,4999220054.77,2151239916.0
沪电股份,2019,1064181249.0,1724717363.0
中国卫通,2019,1963313127.71,4000000000.0
万科A,2019,45686809515.08,11302143001.0
万泰生物,2019,272680549.14,390000000.0
","corporate,year,每股经营现金流
万泰生物,2019,0.6991808952307692
万科A,2019,4.0423138789730135
中国卫通,2019,0.4908282819275
正泰电器,2019,2.3238784375410413
沪电股份,2019,0.6170177629272234
"
607,CN,fundamental,2025年，在恒力石化、恒立液压、拓普集团、中航成飞中，每股经营现金流最高的公司与第二名之间的差距是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8422,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
恒力石化,2025,31121788543.43,7039099786.0
恒立液压,2025,1810946160.52,1340820992.0
拓普集团,2025,4482090128.26,1737835580.0
中航成飞,2025,-2542177536.87,2672091376.0
","corporate,year,每股经营现金流
中航成飞,2025,-0.9513812138698359
恒力石化,2025,4.421273953997333
恒立液压,2025,1.3506248569533135
拓普集团,2025,2.57912208717697
"
608,CN,fundamental,对于2023年的每股经营现金流，龙芯中科、京东方A、蓝思科技、中国石油、万华化学中最低的那家公司领先第二名多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0405,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
龙芯中科,2023,-410327447.87,401000000.0
京东方A,2023,38301826884.0,37652529195.0
蓝思科技,2023,9300199131.87,4983227981.0
中国石油,2023,456847000000.0,183021000000.0
万华化学,2023,26796752552.51,3139746626.0
","corporate,year,每股经营现金流
万华化学,2023,8.534686312140016
中国石油,2023,2.496145251091405
京东方A,2023,1.0172444641271594
蓝思科技,2023,1.86630015069142
龙芯中科,2023,-1.0232604685037407
"
609,CN,fundamental,对于中国中铁、沪电股份、中国电信、TCL科技在2021年每股经营现金流的值，计算最低的公司与第二名之间的差距。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2117,hard,per share,经营活动现金流净额 / 股本,"corporate,year,经营活动产生的现金流量净额,股本
中国中铁,2021,13069466000.0,24570929000.0
沪电股份,2021,1410432087.0,1896658773.0
中国电信,2021,139194383644.66,91507138699.0
TCL科技,2021,32878453000.0,14030642000.0
","corporate,year,每股经营现金流
TCL科技,2021,2.3433320442500065
中国中铁,2021,0.531907686518487
中国电信,2021,1.5211314179817224
沪电股份,2021,0.7436403991473273
"
610,CN,fundamental,在晶盛机电、浪潮信息、金龙鱼中，2018年权益乘数最高的那家公司，比第二名高出多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0677,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
晶盛机电,2017,6016196064.44,3699782969.16
晶盛机电,2018,6335042662.59,4230778163.01
浪潮信息,2017,17881501067.42,7281648083.84
浪潮信息,2018,25599272165.06,9309733448.18
金龙鱼,2017,136454937000.0,57072561000.0
金龙鱼,2018,169420625000.0,62738076000.0
","corporate,year,权益乘数
晶盛机电,2018,1.5574230525665704
浪潮信息,2018,2.620684308209397
金龙鱼,2018,2.5529917013962624
"
611,CN,fundamental,海光信息、宁德时代、美的集团、古井贡酒、阿特斯里，2021年权益乘数最低的企业与第二名相差多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1797,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
海光信息,2020,9022075152.28,5576984248.79
海光信息,2021,10457352167.99,6261486004.51
宁德时代,2020,156618426900.0,69194716400.0
宁德时代,2021,307666860900.0,92622174500.0
美的集团,2020,360382603000.0,124237100000.0
美的集团,2021,387946104000.0,134825076000.0
古井贡酒,2020,15186625708.79,10448850786.38
古井贡酒,2021,25418086447.8,17252860881.53
阿特斯,2020,29221672589.42,9549543691.06
阿特斯,2021,34120308720.63,9468299489.04
","corporate,year,权益乘数
古井贡酒,2021,1.4657835098192504
宁德时代,2021,2.8692016341292836
海光信息,2021,1.6454344947853434
美的集团,2021,2.888606583000368
阿特斯,2021,3.3306606175157736
"
612,CN,fundamental,2018年，在白云山、中国银河、包钢股份、新易盛、广汽集团中，权益乘数最低的公司与第二名之间的差距是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4458,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
白云山,2017,28314713453.32,19263153793.17
白云山,2018,51482183869.48,23143732754.0
中国银河,2017,254814966451.09,64886433667.41
中国银河,2018,251363290117.14,66337860924.43
包钢股份,2017,146642464834.31,49537119948.97
包钢股份,2018,148800686393.67,52669880493.78
新易盛,2017,1402358491.57,1087711991.21
新易盛,2018,1379534727.78,1135777463.54
广汽集团,2017,119602416855.0,70413968278.0
广汽集团,2018,132119734666.0,77920681847.0
","corporate,year,权益乘数
中国银河,2018,3.8573517056627864
包钢股份,2018,2.890635181036047
广汽集团,2018,1.696988204097131
新易盛,2018,1.2511384811864488
白云山,2018,1.8816966728750617
"
613,CN,fundamental,对于2021年的权益乘数，中航沈飞、宁德时代、赣锋锂业中最高的那家公司领先第二名多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3147,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
中航沈飞,2020,32853080760.29,10835360686.84
中航沈飞,2021,64041410809.23,12323249716.46
宁德时代,2020,156618426900.0,69194716400.0
宁德时代,2021,307666860900.0,92622174500.0
赣锋锂业,2020,22020373319.53,13418403362.44
赣锋锂业,2021,39056652559.96,26166698438.69
","corporate,year,权益乘数
中航沈飞,2021,4.183951017877694
宁德时代,2021,2.8692016341292836
赣锋锂业,2021,1.542929614942824
"
614,CN,fundamental,对于正泰电器、赛轮轮胎、宁沪高速在2018年权益乘数的值，计算最低的公司与第二名之间的差距。（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5009,hard,solvency,平均总资产 / 平均股东权益,"corporate,year,资产合计,股东权益合计
正泰电器,2017,44155384122.94,20570414417.55
正泰电器,2018,47582564179.59,22248028605.65
赛轮轮胎,2017,15054966498.98,5972843631.47
赛轮轮胎,2018,15288201642.93,6317543969.71
宁沪高速,2017,42532491238.0,25894930612.0
宁沪高速,2018,48162728832.15,29353856941.22
","corporate,year,权益乘数
宁沪高速,2018,1.641578468718163
正泰电器,2018,2.142486784323856
赛轮轮胎,2018,2.4688536380249513
"
615,CN,fundamental,在新易盛、海天味业、顺丰控股中，2017年EBIT最高的那家公司，比第二名高出多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2857688508.85,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
新易盛,2017,127537388.64,1094877.0
海天味业,2017,4215288941.15,1813895.55
顺丰控股,2017,6513445120.47,561346225.08
","corporate,year,EBIT
新易盛,2017,128632265.64
海天味业,2017,4217102836.7000003
顺丰控股,2017,7074791345.55
"
616,CN,fundamental,京东方A、中国中车、时代电气里，2019年EBIT最低的企业与第二名相差多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,70733754.0,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
京东方A,2019,503750101.0,2525136209.0
中国中车,2019,16608325000.0,1020702000.0
时代电气,2019,2932612787.0,25539769.0
","corporate,year,EBIT
中国中车,2019,17629027000.0
京东方A,2019,3028886310.0
时代电气,2019,2958152556.0
"
617,CN,fundamental,2024年，在泸州老窖、晶澳科技、中国化学中，EBIT最高的公司与第二名之间的差距是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10799413558.72,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
泸州老窖,2024,18205298819.04,305448236.36
晶澳科技,2024,-5195935482.55,1061946647.93
中国化学,2024,7359315343.06,352018153.62
","corporate,year,EBIT
中国化学,2024,7711333496.68
晶澳科技,2024,-4133988834.6200004
泸州老窖,2024,18510747055.4
"
618,CN,fundamental,对于2025年的EBIT，京沪高铁、盐湖股份、格力电器、东鹏饮料中最高的那家公司领先第二名多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17349925067.72,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
京沪高铁,2025,17673441706.62,1586157088.93
盐湖股份,2025,7192441673.84,20083429.94
格力电器,2025,34644658951.12,1964864912.15
东鹏饮料,2025,5584357268.07,101132296.96
","corporate,year,EBIT
东鹏饮料,2025,5685489565.03
京沪高铁,2025,19259598795.55
格力电器,2025,36609523863.270004
盐湖股份,2025,7212525103.78
"
619,CN,fundamental,对于昆仑万维、华域汽车、上海莱士、洋河股份、广汽集团在2025年EBIT的值，计算最高的公司与第二名之间的差距。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6855221246.26,hard,valuation,利润总额 + 利息支出,"corporate,year,利润总额,财务费用——利息费用
昆仑万维,2025,-1823651342.18,62004442.37
华域汽车,2025,9531194927.96,791864402.88
上海莱士,2025,1905528918.1,44112683.81
洋河股份,2025,3463934339.64,3903744.94
广汽集团,2025,-12060183968.0,973542411.0
","corporate,year,EBIT
上海莱士,2025,1949641601.9099998
华域汽车,2025,10323059330.839998
广汽集团,2025,-11086641557.0
昆仑万维,2025,-1761646899.8100002
洋河股份,2025,3467838084.58
"
620,CN,fundamental,在华润三九、天合光能、洛阳钼业、中国联通中，2023年EBITDA最高的那家公司，比第二名高出多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,84475347831.34,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
华润三九,2023,3754453234.16,80781872.68,626408354.51,170258637.01,57045010.13
天合光能,2023,6528221386.35,1353731718.42,2851712775.51,381346134.47,38729840.58
洛阳钼业,2023,13207963293.26,4138052209.88,2312407793.38,500974830.7,65490241.44
中国联通,2023,22709522469.0,1846122933.0,72606749891.0,5974555193.0,1563285714.0
","corporate,year,EBITDA
中国联通,2023,104700236200.0
华润三九,2023,4688947108.49
天合光能,2023,11153741855.33
洛阳钼业,2023,20224888368.66
"
621,CN,fundamental,天齐锂业、寒武纪、中国联通、长江电力里，2017年EBITDA最高的企业与第二名相差多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,37990480043.19,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
天齐锂业,2017,3451597276.94,127045579.89,169310985.86,65163025.66,0.0
寒武纪,2017,-380700413.24,0.0,405239.1,80367.79,37103.14
中国联通,2017,2377866816.0,5257314297.0,66461913614.0,4434805143.0,4552508219.0
长江电力,2017,26654388890.72,6141175864.31,12287258570.28,11104720.5,0.0
","corporate,year,EBITDA
中国联通,2017,83084408089.0
天齐锂业,2017,3813116868.35
寒武纪,2017,-380177703.21
长江电力,2017,45093928045.810005
"
622,CN,fundamental,2025年，在中联重科、中微公司、中芯国际、北新建材中，EBITDA最低的公司与第二名之间的差距是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1878041272.97,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中联重科,2025,5873585455.94,596313998.59,1248228539.37,281409368.29,14294079.65
中微公司,2025,2189849396.66,18929895.03,160495756.22,187732091.53,1815748.13
中芯国际,2025,7785646000.0,2663015000.0,27133723000.0,172939000.0,0.0
北新建材,2025,3275756193.8,42962305.49,918271647.07,171765156.24,28108857.94
","corporate,year,EBITDA
中微公司,2025,2558822887.57
中联重科,2025,8013831441.839999
中芯国际,2025,37755323000.0
北新建材,2025,4436864160.54
"
623,CN,fundamental,对于2025年的EBITDA，中国神华、德业股份、海南机场、三六零、歌尔股份中最低的那家公司领先第二名多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,306482900.18,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中国神华,2025,79339000000.0,2385000000.0,21615000000.0,2072000000.0,1155000000.0
德业股份,2025,3635587160.13,57695512.27,196386087.85,6357215.25,45432149.47
海南机场,2025,203216000.67,584618880.94,641780882.23,39865576.08,4217560.26
三六零,2025,419937000.0,28428000.0,625577000.0,61095000.0,32179000.0
歌尔股份,2025,3980457902.23,615731512.79,3211646079.46,762804993.99,119616305.81
","corporate,year,EBITDA
三六零,2025,1167216000.0
中国神华,2025,106566000000.0
德业股份,2025,3941458124.97
歌尔股份,2025,8690256794.28
海南机场,2025,1473698900.18
"
624,CN,fundamental,对于中国联通、药明康德、宁沪高速在2016年EBITDA的值，计算最低的公司与第二名之间的差距。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3935340061.17,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"corporate,year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
中国联通,2016,581260261.0,0.0,67072611371.0,4343979876.0,1064323536.0
药明康德,2016,1382175568.21,0.0,309871373.17,35111736.68,54775505.77
宁沪高速,2016,4417275914.0,0.0,210217553.0,1086435696.0,3345082.0
","corporate,year,EBITDA
中国联通,2016,73062175044.0
宁沪高速,2016,5717274245.0
药明康德,2016,1781934183.8300002
"
625,CN,fundamental,在招商蛇口、三环集团、中芯国际、德业股份中，2020年NOPAT最低的那家公司，比第二名低出多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1054924419.4279,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
招商蛇口,2020,24109433191.38,4405065423.32,7196131140.76
三环集团,2020,1678604413.73,3375011.99,236977915.39
中芯国际,2020,4491068000.0,506036000.0,469742000.0
德业股份,2020,436552615.16,8167218.88,54106955.55
","corporate,year,NOPAT
三环集团,2020,1444525041.1278079
中芯国际,2020,4474433306.265681
德业股份,2020,389600621.69995576
招商蛇口,2020,20003553134.74716
"
626,CN,fundamental,中国电建、四川路桥、兆易创新、小商品城里，2019年NOPAT最低的企业与第二名相差多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,988032383.5402,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
中国电建,2019,13686580335.14,10704767426.32,3084877084.13
四川路桥,2019,2131706807.44,1930522629.84,434131103.46
兆易创新,2019,643724028.11,7708821.85,38449644.86
小商品城,2019,1632741548.93,459857576.35,383915221.97
","corporate,year,NOPAT
中国电建,2019,18893677202.570618
兆易创新,2019,612522757.0671812
四川路桥,2019,3234939238.6659026
小商品城,2019,1600555140.607358
"
627,CN,fundamental,2021年，在双汇发展、中国铁建、北新建材中，NOPAT最低的公司与第二名之间的差距是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1341622602.8917,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
双汇发展,2021,6216019257.96,130835191.63,1332386318.06
中国铁建,2021,35151419000.0,6016226000.0,5836217000.0
北新建材,2021,3796697624.77,96547250.14,242282437.56
","corporate,year,NOPAT
中国铁建,2021,34332549392.651546
北新建材,2021,3644801371.7568316
双汇发展,2021,4986423974.648514
"
628,CN,fundamental,对于2021年的NOPAT，紫光国微、泰格医药、鹏鼎控股中最低的那家公司领先第二名多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1307895007.609,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
紫光国微,2021,2175893137.0,55365184.53,191900826.89
泰格医药,2021,3684565814.91,24910069.6,292863592.81
鹏鼎控股,2021,3816885917.05,30336464.04,500871848.27
","corporate,year,NOPAT
泰格医药,2021,3414632342.678413
紫光国微,2021,2034474614.8185797
鹏鼎控股,2021,3342369622.427626
"
629,CN,fundamental,对于复星医药、中国中车、国轩高科、金龙鱼在2019年NOPAT的值，计算最高的公司与第二名之间的差距。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6844228467.6649,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"corporate,year,利润总额,财务费用——利息费用,所得税费用
复星医药,2019,4525752634.36,1074690357.22,782231353.4
中国中车,2019,16608325000.0,1020702000.0,2784624000.0
国轩高科,2019,51894341.42,373273451.39,3561596.55
金龙鱼,2019,6958111000.0,2833206000.0,1394475000.0
","corporate,year,NOPAT
中国中车,2019,14673267663.592024
国轩高科,2019,395987807.042619
复星医药,2019,4632462093.180175
金龙鱼,2019,7829039195.92717
"
630,CN,fundamental,计算巨化股份在2018至2020年间的毛利率，做同比比较，其中同比下降有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2018,15656274278.14,11801642805.73
2019,16067504118.42,13779649464.29
2020,16053698564.79,14939201019.91
","year,毛利率
2018,24.620362443394413
2019,14.239017069908028
2020,6.942310149789336
"
631,CN,fundamental,2017至2019年，赣锋锂业的毛利率逐年同比，其中同比上升共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2017,4383446140.42,2609419791.69
2018,5003882888.26,3197281384.89
2019,5341720203.72,4086209564.51
","year,毛利率
2017,40.47104246067049
2018,36.103992513665915
2019,23.503863761633497
"
632,CN,fundamental,中煤能源在2018到2022年间，逐年做毛利率同比，同比上升的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2018,104140084000.0,74314057000.0
2019,129334706000.0,93208133000.0
2020,140964681000.0,116436455000.0
2021,239828439000.0,197231700000.0
2022,220576859000.0,165158439000.0
","year,毛利率
2018,28.640294739919742
2019,27.932620807905963
2020,17.400263545447956
2021,17.7613377202526
2022,25.124312791125565
"
633,CN,fundamental,对通威股份2017-2019年的毛利率做逐年同比，共发生同比下降几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2017,26092117772.18,21025806891.04
2018,27535170274.25,22326898401.27
2019,37555118255.7,30536001116.46
","year,毛利率
2017,19.417016761061127
2018,18.91497971904901
2019,18.690174509501535
"
634,CN,fundamental,统计中国电信的毛利率在2021-2025年间逐年同比上升的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2021,434159563363.61,307334882620.92
2022,474967243497.96,339939749469.61
2023,507842674997.4,361422204248.48
2024,523568920041.49,373498406766.68
2025,523924731368.75,371561570703.75
","year,毛利率
2021,29.211536827641854
2022,28.428801328260434
2023,28.831856391286863
2024,28.662991161300738
2025,29.08111634030946
"
635,CN,fundamental,计算恒瑞医药在2017至2019年间的EBIT利润率，做同比比较，其中同比上升有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2017,13835629369.98,3759188764.63,0.0
2018,17417901050.02,4499079580.04,0.0
2019,23288576607.05,6055761514.41,0.0
","year,EBIT利润率
2017,27.170348844314514
2018,25.830205184423377
2019,26.00314143963946
"
636,CN,fundamental,2016至2020年，江苏银行的EBIT利润率逐年同比，其中同比上升共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2016,31455906000.0,13523982000.0,0.0
2017,33839211000.0,13789564000.0,0.0
2018,35223988000.0,14267401000.0,0.0
2019,44974014000.0,15615486000.0,0.0
2020,52026195000.0,16748006000.0,0.0
","year,EBIT利润率
2016,42.99345884362701
2017,40.75025271718067
2018,40.50478611337251
2019,34.72113029537457
2020,32.19148738438396
"
637,CN,fundamental,华东医药在2019到2021年间，逐年做EBIT利润率同比，同比上升的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2019,35445698216.15,3470266224.45,107193977.78
2020,33683058759.75,3453390540.98,68639542.18
2021,34563301233.67,2827534948.72,88587220.57
","year,EBIT利润率
2019,10.092790895003485
2020,10.456384345262297
2021,8.437047577067801
"
638,CN,fundamental,对海南机场2021-2025年的EBIT利润率做逐年同比，共发生同比上升几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2021,4524553773.9,830109952.18,336358321.13
2022,4700656255.83,2038570950.54,684263637.81
2023,6761642242.46,1486823212.09,617144006.62
2024,4368170552.09,425221565.31,596629358.16
2025,4420103596.17,203216000.67,584618880.94
","year,EBIT利润率
2021,25.780846722140886
2022,57.924562872960514
2023,31.11621619816048
2024,23.393109570345967
2025,17.82390083102702
"
639,CN,fundamental,统计TCL科技的EBIT利润率在2018-2020年间逐年同比上升的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2018,113360076000.0,4944380000.0,1782408000.0
2019,74933086000.0,4055803000.0,1958251000.0
2020,76677238000.0,5735304000.0,2594868000.0
","year,EBIT利润率
2018,5.93400096167896
2019,8.025899266980677
2020,10.86394374299189
"
640,CN,fundamental,计算智飞生物在2019至2023年间的EBITDA利润率，做同比比较，其中同比上升有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,10587318311.6,2765378153.04,76112747.35,76135353.8,12376677.07,8047730.46
2020,15190366231.21,3854072300.31,127140487.31,107146067.98,13785167.13,10496188.39
2021,30652415906.61,11931054734.79,56144537.45,264128962.95,111717385.92,13010381.15
2022,38264011331.74,8718007864.78,53295566.36,274532074.95,40411315.65,15886432.91
2023,52963312548.05,9386873241.53,80996119.13,302861918.55,20843388.33,14679544.9
","year,EBITDA利润率
2019,27.75065956504702
2020,27.07400301297676
2021,40.37546678202022
2022,23.787713148359284
2023,18.515182945823966
"
641,CN,fundamental,2020至2022年，阳光电源的EBITDA利润率逐年同比，其中同比上升共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,19285641347.02,2181541884.75,97625042.31,222087280.83,11097464.36,9741993.25
2021,24136598726.55,1892672136.23,124111368.7,328688221.38,13202982.08,5794200.09
2022,40257239155.34,4133961610.05,209088016.88,435221765.31,18602955.49,13891643.07
","year,EBITDA利润率
2020,13.077572169461254
2021,9.796197613705653
2022,11.950064365409586
"
642,CN,fundamental,新奥股份在2017到2019年间，逐年做EBITDA利润率同比，同比下降的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2017,10035632884.24,922604320.77,436890339.05,343154158.47,23874770.08,32942151.55
2018,13632478995.19,1621185123.72,480095084.36,379600086.97,22979880.76,27537894.9
2019,88652180000.0,10791950000.0,1357600000.0,2062080000.0,284330000.0,39160000.0
","year,EBITDA利润率
2017,17.5321851667479
2018,18.568875635921856
2019,16.395671262680736
"
643,CN,fundamental,对三峡能源2020-2022年的EBITDA利润率做逐年同比，共发生同比下降几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,11314932063.2,4285560864.11,2087335348.66,3906584251.75,49947451.52,30969913.59
2021,16417133208.95,7511581792.51,2840735660.84,5326533478.14,57837307.85,19166578.18
2022,23812176257.98,9002150834.03,4074464909.59,7975394494.94,213629676.35,27295687.3
","year,EBITDA利润率
2020,91.56394198181296
2021,95.97202274591099
2022,89.42036784678281
"
644,CN,fundamental,统计隆基绿能的EBITDA利润率在2016-2018年间逐年同比上升的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,11530533460.78,1792699377.2,0.0,389964235.81,8305915.79,27862644.45
2017,16362284494.3,4017694926.41,269982923.65,655505085.04,9504645.45,64659752.38
2018,21987614949.84,2867433171.22,408889931.51,1055058788.46,11730141.58,134749549.67
","year,EBITDA利润率
2016,19.24310077063775
2017,30.664100325830752
2018,20.36538111411936
"
645,CN,fundamental,计算保利发展在2019至2023年间的净利率，做同比比较，其中同比上升有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2019,235933564582.09,37553966244.68
2020,243109482718.25,40049287204.61
2021,284933136294.19,37189475817.22
2022,281016698161.88,26987449623.07
2023,346828132945.99,17899220617.03
","year,净利率
2019,15.917178342640428
2020,16.473765957959294
2021,13.052001006587846
2022,9.603503919729299
2023,5.1608329650171045
"
646,CN,fundamental,2022至2024年，招商公路的净利率逐年同比，其中同比上升共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2022,8297090007.26,5252840524.48
2023,9731355008.25,7216133359.43
2024,12711004049.53,5936140410.85
","year,净利率
2022,63.30943161860043
2023,74.15342830790104
2024,46.70079867584885
"
647,CN,fundamental,上汽集团在2020到2024年间，逐年做净利率同比，同比上升的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2020,723042589215.28,29188050869.17
2021,759914635560.08,33941758857.55
2022,720987528302.03,22842652824.11
2023,726199110369.74,20060439042.58
2024,614074061818.13,5833321330.31
","year,净利率
2020,4.036837014102844
2021,4.466522589413468
2022,3.168245209165525
2023,2.7623882701214475
2024,0.9499377506743888
"
648,CN,fundamental,对传音控股2022-2024年的净利率做逐年同比，共发生同比下降几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2022,46595902507.63,2466811469.97
2023,62294876799.2,5587064723.54
2024,68715278819.5,5597326843.87
","year,净利率
2022,5.2940523462681375
2023,8.968738699892171
2024,8.145680174816656
"
649,CN,fundamental,统计四川路桥的净利率在2016-2018年间逐年同比下降的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2016,30108345149.42,1137432638.34
2017,32762821060.43,1127974722.65
2018,40019221370.24,1206906959.92
","year,净利率
2016,3.777798589378504
2017,3.442849810062101
2018,3.015818195847028
"
650,CN,fundamental,计算思源电气在2023至2025年间的净资产收益率，做同比比较，其中同比下降有几次？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2023,1559170409.63,10384238941.48
2024,2049069550.48,12379549868.31
2025,3150142665.04,15493244005.21
","year,净资产收益率
2023,15.014777861109016
2024,16.55205215276321
2025,20.332363344827485
"
651,CN,fundamental,2016至2020年，中国银河的净资产收益率逐年同比，其中同比上升共多少次？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2016,5153546221.82,57988546199.71
2017,3980730433.74,64513027189.45
2018,2887126757.58,65982087431.27
2019,5228429052.09,70895594078.45
2020,7243654385.2,81254530272.04
","year,净资产收益率
2016,8.887179554513082
2017,6.170428837651847
2018,4.375622036188783
2019,7.374829310696581
2020,8.914769873074475
"
652,CN,fundamental,中国巨石在2020到2022年间，逐年做净资产收益率同比，同比上升的年份有多少个？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2020,2416110988.92,17436585689.22
2021,6028473746.53,22567564914.67
2022,6610015911.86,27597668458.05
","year,净资产收益率
2020,13.856560177453417
2021,26.713000579921687
2022,23.951356332537994
"
653,CN,fundamental,对徐工机械2020-2022年的净资产收益率做逐年同比，共发生同比下降几次？（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2020,3728859646.1,33692568977.03
2021,8207957892.0,51530797651.11
2022,4312439963.96,53259375967.02
","year,净资产收益率
2020,11.067305816431393
2021,15.928257015488285
2022,8.0970531209949
"
654,CN,fundamental,统计中微公司的净资产收益率在2022-2024年间逐年同比上升的次数。（指标单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2022,1169792388.77,15483931875.39
2023,1785907974.46,17826122876.82
2024,1615675746.81,19736912284.36
","year,净资产收益率
2022,7.5548794594560045
2023,10.018487961744533
2024,8.186061342990818
"
655,CN,fundamental,计算小商品城在2016至2018年间的总资产收益率，做同比比较，其中同比上升有几次？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2016,1003420950.25,27139878151.29
2017,1408728515.74,23861326924.56
2018,1041770067.35,26877858287.71
","year,总资产收益率
2016,3.697219805691375
2017,5.903814654540536
2018,3.875941513637466
"
656,CN,fundamental,2022至2024年，思源电气的总资产收益率逐年同比，其中同比上升共多少次？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2022,1287580125.62,15714883628.63
2023,1608514159.51,18733339007.0
2024,2084824638.44,23473702058.27
","year,总资产收益率
2022,8.193379957801502
2023,8.586371916447751
2024,8.88153318664747
"
657,CN,fundamental,同仁堂在2022到2024年间，逐年做总资产收益率同比，同比上升的年份有多少个？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2022,2204076827.29,27054123244.38
2023,2583225229.82,30089450163.66
2024,2280337512.47,31197524019.77
","year,总资产收益率
2022,8.146916488036094
2023,8.585152655729964
2024,7.309354136645396
"
658,CN,fundamental,对福斯特2016-2018年的总资产收益率做逐年同比，共发生同比下降几次？（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2016,847755414.01,5496516603.71
2017,585199370.57,5703364920.9
2018,750055136.48,6455917796.66
","year,总资产收益率
2016,15.423503195419949
2017,10.260598413149665
2018,11.61810233810667
"
659,CN,fundamental,统计东方盛虹的总资产收益率在2016-2020年间逐年同比下降的次数。（指标单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2016,147203132.46,4967757515.62
2017,1429157967.52,13498191470.01
2018,965183487.05,29630939072.62
2019,1612160788.59,35042252671.09
2020,839727568.72,83332366504.85
","year,总资产收益率
2016,2.9631706458528373
2017,10.587773708020613
2018,3.257350314428146
2019,4.600619725341
2020,1.0076847735640957
"
660,CN,fundamental,计算华友钴业在2018至2020年间的投入资本回报率，做同比比较，其中同比下降有几次？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2017,2209181105.37,304691260.15,323545940.09,6077234126.01,5556186833.63,343164929.06,0.0,240019924.35,0.0,17721918.73,1752885040.46,15897613.6,0.0,0.0,0.0,0.0,0.0
2018,1765046495.81,517051707.53,240380994.28,8410298254.89,5121992187.76,265660629.25,715662003.49,559320685.32,0.0,84428317.74,2324164775.98,15315198.87,0.0,0.0,0.0,0.0,0.0
2019,159265708.13,375408861.86,51141792.63,10090893026.87,5914977746.01,1053257446.93,0.0,1210911594.48,0.0,1740921.44,2885760539.3,103543722.85,21930092.52,0.0,0.0,0.0,0.0
2020,1478722242.53,394032889.3,353069064.61,12451804976.51,5862436627.54,1422004973.18,0.0,1448009624.78,0.0,0.0,2334257628.92,30317180.12,5653575.0,0.0,0.0,0.0,0.0
","year,投入资本回报率
2018,16.933075386176682
2019,2.585509958251687
2020,8.367554510876491
"
661,CN,fundamental,2018至2022年，紫金矿业的投入资本回报率逐年同比，其中同比上升共多少次？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2017,4567960193.0,1589043304.0,1320410996.0,37642845218.0,9855873011.0,6599046795.0,13779116465.0,4600343261.0,0.0,437156936.0,5936066673.0,2553927721.0,0.0,0.0,0.0,0.0,0.0
2018,6130179782.0,1575846889.0,1447503229.0,47273712702.0,15616680236.0,12917915706.0,8879453693.0,9707089022.0,0.0,502305167.0,10089890808.0,787134360.0,1983796793.0,0.0,0.0,0.0,0.0
2019,6974278766.0,1927817536.0,1913374082.0,57079598064.0,14440917886.0,13826221524.0,11966468687.0,5768840060.0,282347122.0,35579862.0,6225144800.0,687951525.0,4410441677.0,0.0,0.0,0.0,0.0
2020,10846027174.0,2056543584.0,2387988221.0,74596441476.0,20719121154.0,29082887198.0,16109678619.0,7975748215.0,172704600.0,0.0,11955339296.0,1930142166.0,6482326358.0,0.0,255811321.0,0.0,0.0
2021,24793810492.0,2111953389.0,5194172140.0,92897170544.0,18229100791.0,36126816893.0,14247474590.0,9470350520.0,184195155.0,0.0,14221780252.0,2935224582.0,9415646061.0,0.0,468136162.0,0.0,0.0
2022,29992850973.0,3444817054.0,5225640850.0,124455445505.0,23666315501.0,68819578332.0,23870516058.0,7645305535.0,222586249.0,0.0,20243737052.0,5093808339.0,10545595648.0,0.0,321929780.0,0.0,0.0
","year,投入资本回报率
2018,8.038227295461072
2019,7.420283787079803
2020,9.142535453854897
2021,15.63061618704887
2022,15.48664621254229
"
662,CN,fundamental,小商品城在2021到2025年间，逐年做投入资本回报率同比，同比下降的年份有多少个？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2020,1421591074.43,416095890.57,499755019.22,13574709377.24,1257179389.4,282000000.0,3552161709.68,1315026574.43,0.0,0.0,5612642932.21,51712734.31,662256342.79,0.0,0.0,0.0,0.0
2021,1656693823.97,341313765.39,327525237.95,14630842093.8,942736046.04,771250000.0,0.0,3664241923.08,205942673.93,0.0,4831468386.25,75375083.2,642187968.77,0.0,0.0,0.0,0.0
2022,1149806832.6,280924664.39,46205700.39,15281096382.65,1059287361.11,404500000.0,3497416819.75,86852293.01,206623735.97,0.0,1991298971.3,62331000.66,499200803.85,0.0,48079561.64,0.0,0.0
2023,3208071559.14,194769865.08,526668944.35,17703937521.27,1619804888.91,862798863.03,3498452484.47,179140794.24,176832206.26,0.0,2922735320.61,15130895.0,556897379.17,0.0,48073333.34,0.0,0.0
2024,4028742952.85,141844557.9,950494867.16,20572459883.58,60054266.67,657589300.38,0.0,3764748211.13,149984238.78,0.0,5539191617.06,400316994.86,671036258.3,0.0,0.0,0.0,0.0
2025,5407571550.51,79492675.78,1191855783.31,23028691336.28,0.0,456224418.38,2799044726.49,120988024.0,129609121.91,0.0,6815989217.0,2093640647.73,661002071.26,0.0,0.0,0.0,0.0
","year,投入资本回报率
2021,11.320480234001446
2022,8.424545788521018
2023,14.800808736063184
2024,16.303045011152626
2025,24.060193421108185
"
663,CN,fundamental,对龙源电力2018-2020年的投入资本回报率做逐年同比，共发生同比下降几次？（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2017,5432650130.2,2846635615.42,853423419.35,53537080534.64,29228694816.92,23597192825.44,19039667256.88,578155491.24,0.0,0.0,5108492012.04,77812705.25,970593806.08,0.0,0.0,0.0,0.0
2018,5833972058.53,3564271989.93,821529684.25,56769286128.41,18109474180.55,26751392519.24,21227533385.97,3453969941.09,442082006.74,676136861.95,3114395845.86,249080221.03,872221835.44,0.0,0.0,0.0,0.0
2019,6430368620.38,3384520738.08,1149835337.85,61041622231.63,17662875797.15,26873228279.71,22005613328.83,7621219617.23,437071415.09,0.0,3431840140.92,249524722.11,1086047933.07,0.0,73994000.0,0.0,0.0
2020,6980792956.32,2974137017.06,1232989808.54,66871553292.63,15340558421.48,35401537655.15,17196517446.1,12253507322.74,145195897.84,0.0,5587563419.86,303376599.28,758099906.5,0.0,117748698.69,0.0,0.0
","year,投入资本回报率
2018,6.645431648284118
2019,6.346483794238438
2020,6.043769695610611
"
664,CN,fundamental,统计中国神华的投入资本回报率在2017-2021年间逐年同比上升的次数。（指标单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2016,38896000000.0,0.0,9360000000.0,379904000000.0,4384000000.0,58462000000.0,15316000000.0,27819000000.0,0.0,705000000.0,50757000000.0,54000000.0,0.0,0.0,0.0,0.0,0.0
2017,70333000000.0,4136000000.0,16283000000.0,374627000000.0,9493000000.0,64321000000.0,6485000000.0,14899000000.0,0.0,0.0,81090000000.0,108000000.0,0.0,0.0,0.0,0.0,0.0
2018,70069000000.0,4649000000.0,16028000000.0,404450000000.0,2000000000.0,46765000000.0,6823000000.0,4229000000.0,0.0,0.0,72205000000.0,32452000000.0,811000000.0,0.0,9352000000.0,0.0,0.0
2019,66724000000.0,2849000000.0,15184000000.0,415619000000.0,835000000.0,36943000000.0,3460000000.0,8517000000.0,623000000.0,471000000.0,51481000000.0,33435000000.0,1789000000.0,0.0,21107000000.0,0.0,0.0
2020,62662000000.0,2261000000.0,15397000000.0,425130000000.0,5043000000.0,50251000000.0,3241000000.0,4735000000.0,606000000.0,263000000.0,127457000000.0,0.0,1845000000.0,0.0,400000000.0,0.0,0.0
2021,77150000000.0,2573000000.0,18016000000.0,445451000000.0,4248000000.0,49193000000.0,3172000000.0,7283000000.0,1510000000.0,209000000.0,162886000000.0,0.0,2174000000.0,0.0,400000000.0,0.0,0.0
","year,投入资本回报率
2017,13.883562821514653
2018,15.615388179639448
2019,15.178771823980702
2020,13.636555260505412
2021,17.330826707160334
"
665,CN,fundamental,计算宝钢股份在2019至2021年间的存货周转天数，做同比比较，其中同比上升有几次？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2018,259422850796.45,41568631679.7
2019,259873359648.27,40299745478.15
2020,251988798492.09,39506285448.23
2021,324476452147.78,49490104273.93
","year,存货周转天数
2019,57.49330693815537
2020,57.7986034745173
2021,50.05553104635461
"
666,CN,fundamental,2020至2024年，卫星化学的存货周转天数逐年同比，其中同比上升共多少次？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2019,7964611578.86,903017681.33
2020,7680570376.58,1233688056.64
2021,19515231005.46,3293712008.55
2022,30921727638.64,3876578181.59
2023,33257389787.27,4233443857.76
2024,34890966462.24,4397583301.67
","year,存货周转天数
2020,50.77081233036774
2021,42.33875128949309
2022,42.31904423300534
2023,44.50376387469554
2024,45.14528017733934
"
667,CN,fundamental,合盛硅业在2021到2025年间，逐年做存货周转天数同比，同比下降的年份有多少个？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2020,6441584869.86,2504900616.44
2021,10084631045.66,4532933898.9
2022,15521994540.68,7610454690.39
2023,21227842146.59,7148131562.5
2024,21208790694.93,9508621703.92
2025,19004725882.9,7108889215.58
","year,存货周转天数
2021,127.36259692934465
2022,142.77600805343008
2023,126.88251460288414
2024,143.33007076392778
2025,159.5758739955043
"
668,CN,fundamental,对华鲁恒升2017-2021年的存货周转天数做逐年同比，共发生同比上升几次？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2016,6142982365.34,519403561.79
2017,8366571933.2,401626120.19
2018,9980458181.5,557174728.66
2019,10239496828.28,331621871.3
2020,10312455231.29,273431284.88
2021,17274156254.01,1038567410.95
","year,存货周转天数
2017,20.090416756515076
2018,17.532376944324454
2019,15.841147491223625
2020,10.707653854128502
2021,13.86115526964692
"
669,CN,fundamental,统计中国铝业的存货周转天数在2023-2025年间逐年同比上升的次数。（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2022,257602506000.0,24712322000.0
2023,196310707000.0,22847135000.0
2024,199765398000.0,24420614000.0
2025,197654839000.0,24021595000.0
","year,存货周转天数
2023,44.213588933282175
2024,43.18247443683916
2025,44.72798737044834
"
670,CN,fundamental,计算白云山在2017至2019年间的应收账款周转天数，做同比比较，其中同比下降有几次？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2016,20035681499.37,2713131492.5
2017,20954225189.53,2816424481.59
2018,42233838051.12,13653056156.35
2019,64951777641.83,14081106061.52
","year,应收账款周转天数
2017,48.15945023706506
2018,71.16758398291822
2019,77.92680644819792
"
671,CN,fundamental,2021至2023年，华润微的应收账款周转天数逐年同比，其中同比下降共多少次？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2020,6977259188.03,1269880956.38
2021,9249202849.06,1150758995.2
2022,10060129516.04,1297692759.8
2023,9900603859.18,1554429460.64
","year,应收账款周转天数
2021,47.76268813352352
2022,44.41716625765589
2023,52.57379374366873
"
672,CN,fundamental,特变电工在2017到2021年间，逐年做应收账款周转天数同比，同比上升的年份有多少个？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2016,40117492192.36,11648083051.76
2017,38281201718.14,15280288069.73
2018,39655527759.96,13302507801.53
2019,36980048574.43,13161191168.66
2020,44598305581.86,14835432319.02
2021,68967677641.42,16640324516.67
","year,应收账款周转天数
2017,128.37704954657065
2018,131.54181878703642
2019,130.60083067059946
2020,114.56452705637768
2021,83.29011239699261
"
673,CN,fundamental,对中国石油2021-2023年的应收账款周转天数做逐年同比，共发生同比下降几次？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2020,1933836000000.0,52325000000.0
2021,2614349000000.0,52746000000.0
2022,3239167000000.0,72028000000.0
2023,3012812000000.0,69006000000.0
","year,应收账款周转天数
2021,7.334696897774551
2022,7.029972520712887
2023,8.543083670670457
"
674,CN,fundamental,统计迈瑞医疗的应收账款周转天数在2017-2019年间逐年同比上升的次数。（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2016,9031723194.0,1051531056.0
2017,11173795364.0,1422963571.0
2018,13753357469.0,1627332696.0
2019,16555991314.0,1695290771.0
","year,应收账款周转天数
2017,40.41556648535558
2018,40.47586707334931
2019,36.6259423085549
"
675,CN,fundamental,计算恒瑞医药在2017至2021年间的应付账款周转天数，做同比比较，其中同比上升有几次？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2016,1434631411.69,755038237.73
2017,1849877052.01,733693628.8
2018,2334568085.36,1402074572.82
2019,2912944053.09,1289246788.04
2020,3348689669.44,1432734474.95
2021,3741798550.11,2252777275.02
","year,应付账款周转天数
2017,146.8711476508744
2018,166.9592329475988
2019,168.6150298135419
2020,148.34506315383598
2021,179.7547049532509
"
676,CN,fundamental,2018至2020年，中煤能源的应付账款周转天数逐年同比，其中同比上升共多少次？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2017,55346730000.0,22912526000.0
2018,74314057000.0,22931854000.0
2019,93208133000.0,23270439000.0
2020,116436455000.0,25197387000.0
","year,应付账款周转天数
2018,112.58434390145057
2019,90.46333405798397
2020,75.96743000291447
"
677,CN,fundamental,春秋航空在2019到2023年间，逐年做应付账款周转天数同比，同比下降的年份有多少个？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2018,11844399916.0,599887878.0
2019,13114555625.0,731435512.0
2020,9975724242.0,681451731.0
2021,11330807269.0,666556028.0
2022,11590342886.0,661640939.0
2023,15518700426.0,902389393.0
","year,应付账款周转天数
2019,18.52647742115166
2020,25.847940018418566
2021,21.711728933079957
2022,20.91361307095501
2023,18.393005068374272
"
678,CN,fundamental,对中国中铁2021-2025年的应付账款周转天数做逐年同比，共发生同比下降几次？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2020,874935845000.0,384565344000.0
2021,963406073000.0,405520049000.0
2022,1038544007000.0,480429953000.0
2023,1134641814000.0,588737085000.0
2024,1043972731000.0,773169234000.0
2025,988773849000.0,873207461000.0
","year,应付账款周转天数
2021,149.66750601176665
2022,155.68514600749123
2023,171.96879405239335
2024,238.0789227889325
2025,303.87509453387656
"
679,CN,fundamental,统计航发动力的应付账款周转天数在2022-2024年间逐年同比上升的次数。（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2021,29841563493.27,22596765703.83
2022,33082485284.13,26569240699.29
2023,39100044775.54,32584968964.21
2024,43063744497.28,41582054268.06
","year,应付账款周转天数
2022,271.22497271611394
2023,276.1030920952354
2024,314.3126984868723
"
680,CN,fundamental,计算大华股份在2023至2025年间的营业周期，做同比比较，其中同比上升有几次？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2022,18989797670.92,7315372440.02,30565370012.64,16284210632.68
2023,18804021731.3,5332608544.02,32218317636.77,17089843146.78
2024,19681686604.51,5203560771.25,32180931827.17,17823844778.88
2025,19442555822.77,6090171290.38,32743783343.8,16255556820.38
","year,营业周期
2023,311.7999867076374
2024,295.6950898056216
2025,295.95421029278657
"
681,CN,fundamental,2020至2022年，龙芯中科的营业周期逐年同比，其中同比下降共多少次？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2019,207414977.91,152493367.78,485629263.56,118537241.83
2020,554933721.24,339281781.41,1082320993.24,325890274.65
2021,555622498.68,437439093.26,1201253983.94,489220176.35
2022,390816377.14,745641817.47,738657855.87,676863107.4
","year,营业周期
2020,236.668131458726
2021,378.9573739095395
2022,840.5686217338423
"
682,CN,fundamental,深南电路在2022到2024年间，逐年做营业周期同比，同比下降的年份有多少个？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2021,10636989974.18,2526556570.04,13942521948.74,3014524847.8
2022,10421748436.5,2340891041.46,13992454035.04,3137469542.95
2023,10356704502.81,2686348293.78,13526425962.45,3335737539.27
2024,13460306237.07,3394998926.68,17907445251.3,4317352656.07
","year,营业周期
2022,165.47498945627888
2023,175.92438258894256
2024,160.44811590155797
"
683,CN,fundamental,对寒武纪2021-2023年的营业周期做逐年同比，共发生同比下降几次？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2020,158869961.04,90618443.54,458927330.67,207646239.35
2021,271150663.79,287029793.25,721045278.97,478035101.67
2022,249622353.64,287121493.51,729034623.05,765635475.89
2023,218799649.46,99401068.16,709386584.26,643921052.59
","year,营业周期
2021,427.72821358830237
2022,731.0938864936238
2023,685.0259628333799
"
684,CN,fundamental,统计中航沈飞的营业周期在2021-2023年间逐年同比下降的次数。（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2020,24793578864.74,7778495511.91,27315905003.59,5262042374.97
2021,31246028021.08,9295572475.36,34686464961.86,3791247405.32
2022,37459711875.41,12172484465.08,41597743943.34,3487911295.04
2023,41184208925.63,11649717014.2,46247778579.66,9423831403.98
","year,营业周期
2021,147.35837658474867
2022,136.52578477200834
2023,156.51504745110122
"
685,CN,fundamental,计算海天味业在2019至2021年间的现金周转期，做同比比较，其中同比下降有几次？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2018,9119051026.25,1203328316.58,17034475127.23,2444554.89,744839797.74
2019,10800720678.76,1802760746.44,19796889800.07,2463315.07,1298471697.18
2020,13180788066.91,2099920921.86,22791873936.49,41492650.3,1414732050.85
2021,15336858254.4,2226818960.68,25004031043.49,56045139.23,2073530675.02
","year,现金周转期
2019,16.313316206005467
2020,16.821369707602926
2021,10.68931834677953
"
686,CN,fundamental,2023至2025年，卓胜微的现金周转期逐年同比，其中同比上升共多少次？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2022,1731907789.39,1719682522.34,3677493060.96,400436945.62,476115712.07
2023,2344668770.85,1492668833.39,4378236624.12,518116770.1,634842248.75
2024,2715202907.11,2520876207.07,4486931811.79,578978664.35,879598480.73
2025,2769502714.09,3322103393.74,3726094578.61,600844190.89,1263187343.46
","year,现金周转期
2023,201.8528666518156
2024,212.5980225746056
2025,301.6155249027703
"
687,CN,fundamental,东方盛虹在2020到2024年间，逐年做现金周转期同比，同比下降的年份有多少个？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2019,21868365543.63,2858509055.71,24887768959.59,357909488.29,4767649734.56
2020,31047552185.4,3910849372.32,33698796950.06,336149774.87,9312463867.71
2021,44000478281.97,6085991650.69,52690217451.46,880085040.4,18489186970.28
2022,58864403011.43,17540721603.25,63872900064.79,793707657.88,16049981305.82
2023,124613404201.31,18208194467.86,140439738058.63,1786498118.01,16341205966.5
2024,126062118131.07,16873219225.01,137674557166.85,2425480068.45,14250773680.27
","year,现金周转期
2020,-39.21444109819834
2021,-69.63609168638146
2022,-29.04996115666212
2023,8.270443659208958
2024,12.082704762699024
"
688,CN,fundamental,对恒立液压2021-2025年的现金周转期做逐年同比，共发生同比上升几次？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2020,4391049320.56,1217028164.13,7855038369.93,1764518515.59,1130664225.67
2021,5211940603.42,1606653422.76,9309218098.53,1507948966.13,1188012759.68
2022,4872676485.9,1765545027.07,8196713892.3,1592561625.52,1322800524.7
2023,5234182050.2,1692069078.96,8984640412.62,1672558900.8,1296653759.93
2024,5368244272.45,1764523892.08,9389689159.97,1972954019.55,1135537623.59
2025,6391976738.28,2154205275.48,10941028858.98,2439797438.75,1023307692.8
","year,现金周转期
2021,81.83730063167484
2022,101.295034222242
2023,95.54665831521143
2024,105.68074538965685
2025,123.85334141136167
"
689,CN,fundamental,统计中国石化的现金周转期在2022-2024年间逐年同比下降的次数。（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2021,2216551000000.0,207433000000.0,2740884000000.0,34861000000.0,215640000000.0
2022,2819363000000.0,244241000000.0,3318168000000.0,46364000000.0,269424000000.0
2023,2709656000000.0,250898000000.0,3212215000000.0,48652000000.0,259000000000.0
2024,2598935000000.0,256595000000.0,3074562000000.0,44333000000.0,256597000000.0
","year,现金周转期
2022,2.3060277209378377
2023,3.1564729261524036
2024,4.9503365683236
"
690,CN,fundamental,计算中航光电在2017至2021年间的存货周转率，做同比比较，其中同比下降有几次？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2016,3878878739.28,1278167609.44
2017,4132839616.31,1337641498.31
2018,5268388480.53,1964827913.84
2019,6165619617.44,2049336532.02
2020,6592355004.36,2791915080.05
2021,8105695410.71,4729803768.32
","year,存货周转率
2017,3.1598938959768974
2018,3.1905751866450336
2019,3.071931755959275
2020,2.7234093712147596
2021,2.155277423714541
"
691,CN,fundamental,2017至2019年，金龙鱼的存货周转率逐年同比，其中同比上升共多少次？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2016,118713700000.0,28304380000.0
2017,138074421000.0,33994096000.0
2018,150020744000.0,37088277000.0
2019,151275557000.0,34550680000.0
","year,存货周转率
2017,4.4326741154952165
2018,4.221039272282033
2019,4.223276366237437
"
692,CN,fundamental,上海莱士在2022到2024年间，逐年做存货周转率同比，同比下降的年份有多少个？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2021,2065434903.26,3173222711.94
2022,3667398039.0,3268843130.57
2023,4715319081.16,3666931557.58
2024,4858913175.34,4292524367.49
","year,存货周转率
2022,1.1385782538264415
2023,1.3597094176707551
2024,1.2209159070875233
"
693,CN,fundamental,对山东黄金2021-2023年的存货周转率做逐年同比，共发生同比下降几次？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2020,55621433703.23,3204304427.04
2021,30350808011.18,2983757179.61
2022,43212019499.58,4092280432.33
2023,49436660022.73,8848047161.2
","year,存货周转率
2021,9.809471831554976
2022,12.213620636121178
2023,7.640712287291352
"
694,CN,fundamental,统计海螺水泥的存货周转率在2018-2020年间逐年同比下降的次数。（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2017,48887730288.0,4705200427.0
2018,81230031437.0,6022717523.0
2019,104760090086.0,5571522957.0
2020,125458088162.0,7001615145.0
","year,存货周转率
2018,15.143671272579038
2019,18.071056964310955
2020,19.95652750239711
"
695,CN,fundamental,计算中金黄金在2019至2023年间的应收账款周转率，做同比比较，其中同比上升有几次？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2018,34452379533.63,350559317.23
2019,42541410266.5,284320570.53
2020,47995317805.91,434732312.98
2021,56102498949.46,108803879.47
2022,57151533876.45,60666041.55
2023,61263636266.97,64631644.19
","year,应收账款周转率
2019,134.01404292895694
2020,133.49593307136087
2021,206.43519135893007
2022,674.4740722420619
2023,977.8893505518629
"
696,CN,fundamental,2020至2022年，TCL科技的应收账款周转率逐年同比，其中同比下降共多少次？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2019,74933086000.0,8569296000.0
2020,76677238000.0,13153299000.0
2021,163657700000.0,19014984000.0
2022,166552786000.0,14564510000.0
","year,应收账款周转率
2020,7.059675697125504
2021,10.175097004711132
2022,9.919910407226505
"
697,CN,fundamental,洛阳钼业在2017到2021年间，逐年做应收账款周转率同比，同比下降的年份有多少个？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2016,6949571006.97,2412668825.02
2017,24147557764.1,3895322636.19
2018,25962862773.77,860999687.88
2019,68676565008.79,1510508440.5
2020,112981018624.55,702193713.91
2021,173862586154.82,745903478.74
","year,应收账款周转率
2017,7.656179597766294
2018,10.917200729808194
2019,57.91805154444368
2020,102.1204036877485
2021,240.12557587609655
"
698,CN,fundamental,对中国石油2020-2022年的应收账款周转率做逐年同比，共发生同比下降几次？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2019,2516810000000.0,64184000000.0
2020,1933836000000.0,52325000000.0
2021,2614349000000.0,52746000000.0
2022,3239167000000.0,72028000000.0
","year,应收账款周转率
2020,33.19633676368349
2021,49.76347422219261
2022,51.92054434417427
"
699,CN,fundamental,统计南山铝业的应收账款周转率在2018-2022年间逐年同比下降的次数。（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2017,17067880799.46,3528961452.32
2018,20222361955.88,4832825403.66
2019,21509009121.49,2765972822.78
2020,22298992578.49,3646812209.44
2021,28725022944.47,3894507011.99
2022,34951222450.58,4183487125.44
","year,应收账款周转率
2018,4.836851812700252
2019,5.661160746879541
2020,6.954542360753502
2021,7.618036606338779
2022,8.65344090524425
"
700,CN,fundamental,计算北新建材在2018至2020年间的应付账款周转率，做同比比较，其中同比上升有几次？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2017,7007907524.47,895971679.83
2018,8127563851.9,812375377.83
2019,9078691265.89,1597912156.07
2020,11178004899.46,1595369613.47
","year,应付账款周转率
2018,9.515120262545118
2019,7.533284836934035
2020,7.000951188263112
"
701,CN,fundamental,2021至2025年，泰格医药的应付账款周转率逐年同比，其中同比上升共多少次？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2020,1678035500.78,101294999.43
2021,2942882997.96,147866622.26
2022,4277007584.01,157957611.49
2023,4535510632.92,249307924.54
2024,4361106945.65,257287412.33
2025,4959606315.77,371118244.78
","year,应付账款周转率
2021,23.62228161784445
2022,27.97036409813289
2023,22.27299013381729
2024,17.217319735294467
2025,15.784728414377849
"
702,CN,fundamental,万华化学在2019到2023年间，逐年做应付账款周转率同比，同比上升的年份有多少个？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2018,46967835737.85,8808950024.25
2019,48997610501.85,16410804246.49
2020,55916402051.23,17714227676.52
2021,107316508644.35,20390007700.95
2022,138132222629.6,24205245891.6
2023,145926359223.32,45593737856.93
","year,应付账款周转率
2019,3.88565328399707
2020,3.277148702886716
2021,5.632786359901783
2022,6.194929347937427
2023,4.181331915921865
"
703,CN,fundamental,对三一重工2019-2021年的应付账款周转率做逐年同比，共发生同比上升几次？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2018,38727958000.0,17190710000.0
2019,50931975000.0,20294621000.0
2020,69719945000.0,32207330000.0
2021,78679820000.0,28559964000.0
","year,应付账款周转率
2019,2.7174349881024127
2020,2.655899206488536
2021,2.5895449614722024
"
704,CN,fundamental,统计东方电气的应付账款周转率在2018-2020年间逐年同比上升的次数。（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2017,26387532586.33,18443495371.64
2018,23568286522.07,15092950990.47
2019,24938437889.53,15484760108.52
2020,28863684916.87,18503061587.81
","year,应付账款周转率
2018,1.4055327310229158
2019,1.6311513840127643
2020,1.6984721865824484
"
705,CN,fundamental,计算赛力斯在2017至2019年间的总资产周转率，做同比比较，其中同比下降有几次？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2016,16192433345.64,19835682405.21
2017,21933763911.67,23713838220.9
2018,20239783232.0,26876804602.85
2019,18132005177.94,29935103136.71
","year,总资产周转率
2017,1.0073021974216483
2018,0.8001393974183045
2019,0.6383170676493262
"
706,CN,fundamental,2019至2021年，招商证券的总资产周转率逐年同比，其中同比上升共多少次？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2018,11321611555.03,304930704832.13
2019,18708369944.73,381771888128.44
2020,24277670240.59,499726677784.74
2021,29428896087.24,597221126798.86
","year,总资产周转率
2019,0.05448754711722552
2020,0.05508272203583175
2021,0.053655964238719954
"
707,CN,fundamental,小商品城在2018到2020年间，逐年做总资产周转率同比，同比下降的年份有多少个？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2017,10017096584.81,23861326924.56
2018,3593748474.73,26877858287.71
2019,4042767521.18,31323233994.44
2020,3725686100.39,28750127146.86
","year,总资产周转率
2018,0.1416557423890576
2019,0.13892411165004537
2020,0.12403787734222907
"
708,CN,fundamental,对龙佰集团2017-2021年的总资产周转率做逐年同比，共发生同比上升几次？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2016,4135559614.7,18048563627.76
2017,10257509524.84,20846353820.17
2018,10440588458.46,20923673048.52
2019,11358539703.02,25942781551.31
2020,14108161179.83,34771428954.42
2021,20565780950.46,45331176466.09
","year,总资产周转率
2017,0.5274472963503313
2018,0.4999081514254931
2019,0.48471939258068825
2020,0.4647400027872724
2021,0.5134859432473392
"
709,CN,fundamental,统计长江电力的总资产周转率在2018-2020年间逐年同比下降的次数。（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2017,50145503769.62,299398220115.42
2018,51213965746.52,295496988645.53
2019,49874086874.95,296482881040.89
2020,57783367039.83,330827096559.03
","year,总资产周转率
2018,0.17217810798371916
2019,0.16849926637326026
2020,0.18422588226926798
"
710,CN,fundamental,计算中国石化在2021至2023年间的固定资产周转率，做同比比较，其中同比上升有几次？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2020,2104724000000.0,593653000000.0
2021,2740884000000.0,598932000000.0
2022,3318168000000.0,630758000000.0
2023,3212215000000.0,690957000000.0
","year,固定资产周转率
2021,4.596542804076858
2022,5.396755279785962
2023,4.8606772261796225
"
711,CN,fundamental,2017至2019年，山西汾酒的固定资产周转率逐年同比，其中同比上升共多少次？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2016,4404948311.55,1709408904.57
2017,6361456273.59,1652471155.71
2018,9444337822.85,1674669347.24
2019,11892584392.29,1642335361.18
","year,固定资产周转率
2017,3.7844635498746353
2018,5.677149981779372
2019,7.170676823039443
"
712,CN,fundamental,山金国际在2019到2023年间，逐年做固定资产周转率同比，同比上升的年份有多少个？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2018,4826237156.92,2287972917.03
2019,5148950653.26,2527186463.13
2020,7905802338.95,2783312677.63
2021,9040243854.29,2808584710.82
2022,8381544037.91,2906294177.88
2023,8105716063.78,2712874112.68
","year,固定资产周转率
2019,2.138641837890279
2020,2.977423450940839
2021,3.233336818004751
2022,2.933235927180463
2023,2.8850234214900845
"
713,CN,fundamental,对中国船舶2020-2024年的固定资产周转率做逐年同比，共发生同比下降几次？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2019,52657487622.2,22662847644.57
2020,55243541320.18,22627086025.92
2021,59740426346.26,23506109707.05
2022,59485232361.36,19283830926.13
2023,74838504400.63,20328585773.32
2024,133350837306.78,54992546873.39
","year,固定资产周转率
2020,2.4395505509947597
2021,2.589910601123404
2022,2.780337223241399
2023,3.7785376725913875
2024,3.5408611798830862
"
714,CN,fundamental,统计比亚迪的固定资产周转率在2022-2024年间逐年同比下降的次数。（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2021,216142395000.0,61221365000.0
2022,424060635000.0,131880369000.0
2023,602315354000.0,230903820000.0
2024,777102455000.0,262287302000.0
","year,固定资产周转率
2022,4.392095567614116
2023,3.320516010690863
2024,3.151323778289748
"
715,CN,fundamental,计算南山铝业在2020至2022年间的营运资本周转率，做同比比较，其中同比上升有几次？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2019,21509009121.49,22723600665.98,10940991272.36
2020,22298992578.49,23124671329.04,10668386909.56
2021,28725022944.47,30697382810.74,15014334532.0
2022,34951222450.58,33994181806.69,13877801350.97
","year,营运资本周转率
2020,1.8399348378215536
2021,2.041627870321676
2022,1.952613417930687
"
716,CN,fundamental,2017至2019年，浪潮信息的营运资本周转率逐年同比，其中同比上升共多少次？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2016,12667745961.86,7275771894.54,4805792856.92
2017,25488175696.93,15876466238.72,10168350159.91
2018,46940820299.58,23449206466.56,15726170348.43
2019,51653280173.6,26953800990.37,18403661778.7
","year,营运资本周转率
2017,6.2332793478333635
2018,6.989842660002686
2019,6.348273047732821
"
717,CN,fundamental,天齐锂业在2019到2023年间，逐年做营运资本周转率同比，同比上升的年份有多少个？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2018,6244419974.7,3868135810.38,4387246436.77
2019,4840615283.61,6443032093.94,22336542086.14
2020,3239452205.58,2854380360.55,26812544590.86
2021,7663320941.87,6470437993.99,13760228502.0
2022,40448883981.77,25989778758.23,7555105928.79
2023,40503462071.46,19629040462.42,6659867085.43
","year,营运资本周转率
2019,-0.5898650064606019
2020,-0.16257546357990715
2021,-0.49048464170183365
2022,7.258736847134337
2023,2.5795223811258405
"
718,CN,fundamental,对三一重工2021-2025年的营运资本周转率做逐年同比，共发生同比下降几次？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2020,99342410000.0,91655968000.0,62067520000.0
2021,106113346000.0,93718958000.0,61432364000.0
2022,80034495000.0,105765114000.0,67711911000.0
2023,73221725000.0,97634345000.0,54427014000.0
2024,77773391000.0,101505320000.0,63669229000.0
2025,89231023000.0,124297751000.0,71856386000.0
","year,营运资本周转率
2021,3.429924007162694
2022,2.275653283446354
2023,1.802147276068848
2024,1.9193017540646298
2025,1.9768174016777789
"
719,CN,fundamental,统计立讯精密的营运资本周转率在2022-2024年间逐年同比上升的次数。（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2021,153946097790.4,72309043621.73,64830699026.84
2022,214028394291.44,88291833209.09,74631211902.99
2023,231905459829.83,94228128612.81,74835111662.18
2024,268794737612.58,138545245245.72,113874522573.14
","year,营运资本周转率
2022,20.24965604220181
2023,14.032068604890242
2024,12.200268969953509
"
720,CN,fundamental,计算赣锋锂业在2017至2021年间的流动比率，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2017,4567681325.9,2814328789.84
2018,7914767993.58,3832210461.36
2019,5717029763.94,3258856515.44
2020,8774832010.87,4077784284.07
2021,14626739586.24,8209110145.24
","year,流动比率
2017,1.623009131836256
2018,2.0653270673373076
2019,1.754305455565019
2020,2.1518627273024653
2021,1.7817691963508642
"
721,CN,fundamental,2016至2018年，中联重科的流动比率逐年同比，其中同比上升共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2016,68919770139.63,26899210169.32
2017,62041561420.02,24470074837.41
2018,70368912825.62,39628374058.49
","year,流动比率
2016,2.562148468516623
2017,2.535405462886876
2018,1.7757204149167995
"
722,CN,fundamental,华域汽车在2020到2022年间，逐年做流动比率同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2020,93927743484.68,84712579144.04
2021,94995006723.32,88332154183.04
2022,104132253834.33,95719024189.59
","year,流动比率
2020,1.1087815343807572
2021,1.0754295262229583
2022,1.0878950628255046
"
723,CN,fundamental,对福斯特2021-2025年的流动比率做逐年同比，共发生同比上升几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2021,10756372539.43,1460149971.29
2022,16452711923.36,3601745916.54
2023,17336533689.76,3277907255.68
2024,15925575984.71,1456059717.61
2025,15182212310.01,1054241461.62
","year,流动比率
2021,7.36662175182393
2022,4.5679823909303465
2023,5.288903052311511
2024,10.937446996233437
2025,14.401076852621841
"
724,CN,fundamental,统计白云山的流动比率在2020-2022年间逐年同比上升的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2020,47396618021.59,29243231777.82
2021,52810574461.45,32253851203.72
2022,57064311513.29,37395116011.27
","year,流动比率
2020,1.620772231389922
2021,1.637341665895671
2022,1.5259830052697838
"
725,CN,fundamental,计算藏格矿业在2017至2021年间的速动比率，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2017,3626031552.99,1157510921.89,398857372.91
2018,4279290986.62,1409754835.0,406381592.29
2019,2702119122.48,1705890190.0,511318678.66
2020,2294108622.52,734453934.04,599402906.26
2021,2646901994.74,1115082225.92,466134523.65
","year,速动比率
2017,2.7880291399848085
2018,2.7472219269459006
2019,1.284256429084688
2020,2.307436365597441
2021,1.9557010419485026
"
726,CN,fundamental,2017至2019年，爱尔眼科的速动比率逐年同比，其中同比下降共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2017,3680987254.0,2120125994.48,273817429.86
2018,3226173697.65,2041502671.96,359048818.67
2019,4027075374.51,2878639411.47,374213207.11
","year,速动比率
2017,1.6070600676615312
2018,1.404418871628191
2019,1.2689544070178063
"
727,CN,fundamental,中国建筑在2022到2024年间，逐年做速动比率同比，同比下降的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2022,1874788055000.0,1429302558000.0,771548600000.0
2023,2048962745000.0,1590432869000.0,796342895000.0
2024,2279004443000.0,1761530141000.0,772168289000.0
","year,速动比率
2022,0.7718725813684579
2023,0.7875968073947043
2024,0.8554132108943573
"
728,CN,fundamental,对贵州茅台2016-2020年的速动比率做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2016,90180548805.57,37020425425.69,20622251825.55
2017,112249185961.6,38574919400.0,22057481376.46
2018,137861835307.57,42438186813.48,23506950842.22
2019,159024472009.08,41093299212.84,25284920806.33
2020,185652154956.94,45673669912.95,28869087678.06
","year,速动比率
2016,1.8789167379948755
2017,2.338091847967413
2018,2.6946222977892753
2019,3.2545342857494823
2020,3.4326794316658757
"
729,CN,fundamental,统计片仔癀的速动比率在2019-2023年间逐年同比上升的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,hard,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2019,7352299916.69,1746997013.64,2096988370.49
2020,8296042219.05,1800343240.35,2190938900.93
2021,10633421321.56,2137080711.38,2437503379.48
2022,12704827396.23,2510181610.4,2627815630.35
2023,15100020959.96,2883108858.36,3378660864.48
","year,速动比率
2019,3.008197212226575
2020,3.3910774241766943
2021,3.835099862366715
2022,4.014455258587532
2023,4.065528105708594
"
730,CN,fundamental,计算晶盛机电在2018至2022年间的资产负债率，做同比比较，其中同比下降有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2018,2104264499.58,6335042662.59
2019,3146134323.99,7862537774.64
2020,5246827753.78,10498166375.24
2021,9767291721.19,16883752272.36
2022,17673834675.06,28889275694.78
","year,资产负债率
2018,33.21626406726831
2019,40.01423476956269
2020,49.97851592593046
2021,57.85024302435311
2022,61.17783935390767
"
731,CN,fundamental,2021至2023年，国投资本的资产负债率逐年同比，其中同比下降共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2021,191888551502.33,246431771218.34
2022,209981306434.41,266593422668.52
2023,221305474823.82,280114026649.86
","year,资产负债率
2021,77.86680692738909
2022,78.76462379775175
2023,79.00549553716203
"
732,CN,fundamental,中国船舶在2022到2024年间，逐年做资产负债率同比，同比下降的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2022,112334385215.2,162622107836.71
2023,125359639601.21,177832168643.44
2024,264104400109.53,403639151728.16
","year,资产负债率
2022,69.07694575450698
2023,70.493229969298
2024,65.43081833830558
"
733,CN,fundamental,对京东方A2016-2020年的资产负债率做逐年同比，共发生同比上升几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2016,113118955882.0,205135011042.0
2017,151824479016.0,256108741849.0
2018,183671193824.0,304028491385.0
2019,199354506334.0,340412203308.0
2020,250859071617.0,424256806331.0
","year,资产负债率
2016,55.14366139032194
2017,59.281256047680984
2018,60.41249390387294
2019,58.562679127465636
2020,59.129062368249386
"
734,CN,fundamental,统计中国电信的资产负债率在2019-2023年间逐年同比下降的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2019,348091000000.0,703138000000.0
2020,348920833314.45,715103425413.54
2021,331065488795.65,762246299381.58
2022,371270622952.66,807698157613.04
2023,388647092045.48,835813904890.77
","year,资产负债率
2019,49.50536025645037
2020,48.793058586269694
2021,43.43287583872137
2022,45.96650610790819
2023,46.499237422506276
"
735,CN,fundamental,计算中国船舶在2020至2022年间的产权比率，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2020,99683674570.31,52825853977.41
2021,107298071386.48,53104173621.98
2022,112334385215.2,50287722621.51
","year,产权比率
2020,1.887024384176314
2021,2.0205204990153343
2022,2.233833217317943
"
736,CN,fundamental,2023至2025年，通威股份的产权比率逐年同比，其中同比上升共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2023,90533776973.25,73829384486.41
2024,137997611563.26,57919151498.73
2025,136391138210.41,51388118187.22
","year,产权比率
2023,1.2262566944454862
2024,2.382590352109801
2025,2.6541376298992376
"
737,CN,fundamental,中国石化在2022到2024年间，逐年做产权比率同比，同比下降的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2022,1010664000000.0,940457000000.0
2023,1068019000000.0,958655000000.0
2024,1108478000000.0,976293000000.0
","year,产权比率
2022,1.0746520042915306
2023,1.1140806650984973
2024,1.135394804633445
"
738,CN,fundamental,对三峡能源2020-2022年的产权比率做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2020,96140887684.68,46435468052.0
2021,140783088446.32,78120301518.01
2022,174225016798.43,88109331638.5
","year,产权比率
2020,2.0704192660881158
2021,1.802131913352429
2022,1.9773730382299386
"
739,CN,fundamental,统计龙佰集团的产权比率在2019-2021年间逐年同比下降的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2019,11870841195.91,14071940355.4
2020,18933840465.92,15837588488.5
2021,24542202473.04,20788973993.05
","year,产权比率
2019,0.8435823984540025
2020,1.195500216441932
2021,1.1805393802139899
"
740,CN,fundamental,计算福莱特在2023至2025年间的净债务权益比，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2023,1913771731.03,1253366988.69,6655130751.81,3755915215.98,538240698.05,30801288.06,0.0,0.0,0.0,6616387667.8,230000000.0,22290910451.16
2024,1016886467.84,2294095101.37,7092181287.22,3916928685.43,764315904.02,36197048.99,0.0,0.0,0.0,5294894127.46,520018576.54,21784160876.03
2025,832480837.67,2393385639.52,6442996957.67,4065908075.91,766355039.78,45223547.09,0.0,0.0,0.0,4014459672.62,480018805.88,22611524253.6
","year,净债务权益比
2023,0.3275253840266569
2024,0.4271769678817159
2025,0.4445463961828949
"
741,CN,fundamental,2020至2024年，中国铁建的净债务权益比逐年同比，其中同比上升共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2020,49879073000.0,28573343000.0,111018145000.0,26111854000.0,2677405000.0,0.0,0.0,0.0,0.0,187997046000.0,587022000.0,313639090000.0
2021,46057400000.0,38703490000.0,115044574000.0,29534875000.0,2889378000.0,0.0,0.0,0.0,0.0,126821154000.0,460063000.0,346492996000.0
2022,51367562000.0,45527795000.0,133415428000.0,28096696000.0,2451292000.0,0.0,0.0,0.0,0.0,158424810000.0,961298000.0,385920052000.0
2023,81839758000.0,54468518000.0,165621478000.0,31031549000.0,4080407000.0,0.0,0.0,0.0,0.0,166957837000.0,1629785000.0,417119773000.0
2024,150142693000.0,76507103000.0,235062620000.0,32720483000.0,4197035000.0,0.0,0.0,0.0,0.0,185703115000.0,1533116000.0,422596822000.0
","year,净债务权益比
2020,0.09461751722337927
2021,0.30288779632359436
2022,0.26293701110923356
2023,0.40385064171963864
2024,0.7368576543625782
"
742,CN,fundamental,兖矿能源在2021到2025年间，逐年做净债务权益比同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2021,5716032000.0,16736034000.0,50942032000.0,24107000000.0,915911000.0,883232000.0,0.0,59132000.0,0.0,45572466000.0,256311000.0,96487092000.0
2022,6486249000.0,16868514000.0,42829094000.0,20792407000.0,435586000.0,0.0,0.0,634537000.0,0.0,66593273000.0,95713000.0,143910753000.0
2023,4084299000.0,20805714000.0,61355220000.0,12172858000.0,327018000.0,0.0,0.0,550761000.0,0.0,37691295000.0,107472000.0,118482610000.0
2024,8892716000.0,33592373000.0,63659263000.0,15973544000.0,344824000.0,0.0,0.0,538427000.0,0.0,41078591000.0,166772000.0,149620852000.0
2025,20958181000.0,32074029000.0,57099723000.0,22964152000.0,425643000.0,0.0,0.0,360192000.0,0.0,37428025000.0,256537000.0,171096833000.0
","year,净债务权益比
2021,0.5547954124267731
2022,0.14840726321541797
2023,0.5190390640449261
2024,0.546419719625711
2025,0.5622392671639924
"
743,CN,fundamental,对招商公路2017-2019年的净债务权益比做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2017,3025000000.0,437644184.0,3614690000.0,3099384738.2,0.0,67093980.53,0.0,54610000.0,0.0,7006855997.95,0.0,46361122358.59
2018,618038150.78,1154301974.37,17272534174.74,6099584461.52,0.0,0.0,0.0,54610000.0,0.0,7079807580.47,0.0,49799160637.25
2019,2510007702.5,1017831337.77,11495055782.12,10287297448.77,0.0,0.0,0.0,54610000.0,0.0,6653079417.39,0.0,53998796992.46
","year,净债务权益比
2017,0.0709984300923665
2018,0.36384671848036554
2019,0.3465211059495043
"
744,CN,fundamental,统计传音控股的净债务权益比在2022-2024年间逐年同比下降的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2022,1234715636.6,69546631.02,250161006.48,0.0,150194951.74,0.0,0.0,1553063.33,0.0,9214926680.63,7622244780.85,15865056723.16
2023,1511573784.18,324233708.62,247118613.33,0.0,171002003.2,0.0,0.0,3657196.38,0.0,12598682897.3,13518866853.03,18176863753.92
2024,2194156918.75,326193974.14,247163402.83,0.0,86624628.84,0.0,0.0,0.0,0.0,12216169099.91,12599123131.76,20345536127.91
","year,净债务权益比
2022,-0.9537312369152506
2023,-1.3126557346546868
2024,-1.0794089263139985
"
745,CN,fundamental,计算华能水电在2023至2025年间的利息保障倍数，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2023,9419940254.92,2779943408.01
2024,10364843135.1,2703868241.66
2025,10767871496.69,2694201322.86
","year,利息保障倍数
2023,4.38853669746579
2024,4.833338834860037
2025,4.9966840656360025
"
746,CN,fundamental,2019至2021年，中油资本的利息保障倍数逐年同比，其中同比下降共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2019,18590050993.45,164956030.05
2020,18415555996.22,290749862.18
2021,13484157903.19,213427438.68
","year,利息保障倍数
2019,113.69700772875747
2020,64.33814179013827
2021,64.17912067251727
"
747,CN,fundamental,天合光能在2016到2018年间，逐年做利息保障倍数同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2016,683910733.25,567855094.16
2017,763275208.37,832854799.81
2018,713895452.32,584940610.19
","year,利息保障倍数
2016,2.2043754476864827
2017,1.9164565162428393
2018,2.2204580086995724
"
748,CN,fundamental,对天赐材料2021-2023年的利息保障倍数做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2021,2701542492.74,40097767.68
2022,6871500042.88,75728322.41
2023,2324336491.57,194435865.87
","year,利息保障倍数
2021,68.37388760141572
2022,91.73883884126043
2023,12.954257930602441
"
749,CN,fundamental,统计工业富联的利息保障倍数在2021-2025年间逐年同比上升的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2021,22317746000.0,492427000.0
2022,21963002000.0,1481891000.0
2023,23124078000.0,2481551000.0
2024,25973636000.0,2327462000.0
2025,41042184000.0,3336343000.0
","year,利息保障倍数
2021,46.32193807406986
2022,15.820929474569992
2023,10.318397244304066
2024,12.159639126224187
2025,13.301548132191444
"
750,CN,fundamental,计算中国平安在2019至2023年间的净债务/EBITDA，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,112285000000.0,0.0,217087000000.0,699631000000.0,15986000000.0,0.0,0.0,39458000000.0,176523000000.0,449909000000.0,961073000000.0,184739000000.0,0.0,13947000000.0,2734000000.0,1730000000.0
2020,134753000000.0,0.0,205824000000.0,901285000000.0,15620000000.0,0.0,0.0,37217000000.0,276602000000.0,526301000000.0,1231331000000.0,187764000000.0,0.0,13813000000.0,2701000000.0,1797000000.0
2021,116102000000.0,0.0,171682000000.0,1097523000000.0,14208000000.0,0.0,0.0,57376000000.0,127477000000.0,535067000000.0,1426677000000.0,139580000000.0,0.0,13710000000.0,2803000000.0,1908000000.0
2022,121945000000.0,0.0,151539000000.0,931098000000.0,13013000000.0,0.0,0.0,84659000000.0,271737000000.0,613737000000.0,1640519000000.0,142335000000.0,0.0,15658000000.0,2694000000.0,2001000000.0
2023,93322000000.0,0.0,135161000000.0,964007000000.0,10234000000.0,0.0,0.0,48619000000.0,241803000000.0,577212000000.0,1803047000000.0,120117000000.0,0.0,16387000000.0,2843000000.0,2023000000.0
","year,净债务/EBITDA
2019,-0.7384297317253261
2020,-0.904190222006551
2021,-2.388440579490003
2022,-4.181408585759245
2023,-6.275114946594044
"
751,CN,fundamental,2019至2023年，中兴通讯的净债务/EBITDA逐年同比，其中同比上升共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,26645966000.0,612261000.0,10045093000.0,0.0,645294000.0,54296000.0,0.0,0.0,0.0,33309347000.0,560662000.0,7161670000.0,1718187000.0,1792285000.0,1794549000.0,0.0
2020,10559160000.0,2104677000.0,22614304000.0,0.0,718186000.0,28561000.0,0.0,0.0,0.0,35659832000.0,1036906000.0,5064166000.0,1495660000.0,1871024000.0,2100273000.0,0.0
2021,8946935000.0,977336000.0,29908441000.0,0.0,531983000.0,55379000.0,0.0,0.0,0.0,50713310000.0,1360697000.0,8498926000.0,1481221000.0,2076044000.0,2511827000.0,0.0
2022,9962315000.0,661744000.0,35125988000.0,0.0,788649000.0,0.0,0.0,0.0,0.0,56346367000.0,513784000.0,8751656000.0,1945963000.0,2000353000.0,2385853000.0,0.0
2023,7560358000.0,3001598000.0,42576057000.0,0.0,960459000.0,0.0,5012890000.0,0.0,0.0,78543219000.0,153285000.0,10203140000.0,3141567000.0,2379948000.0,2545911000.0,0.0
","year,净债务/EBITDA
2019,0.33151547591899083
2020,-0.06379661504285915
2021,-0.7999669550106268
2022,-0.6842730540827675
2023,-1.0719504803518403
"
752,CN,fundamental,青岛港在2017到2021年间，逐年做净债务/EBITDA同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2017,56685445.0,38185563.0,188172988.0,3500000000.0,0.0,99576003.0,0.0,0.0,0.0,11705176363.0,0.0,3990789820.0,216482217.0,593149770.0,26835157.0,24469901.0
2018,166712204.0,3595928706.0,160792988.0,0.0,0.0,81730280.0,0.0,0.0,0.0,8077972498.0,875000000.0,4756490365.0,203665028.0,690025822.0,51431594.0,11439139.0
2019,128596572.0,235633528.0,132882988.0,2116900000.0,378301316.0,15823682.0,0.0,0.0,0.0,6846399847.0,952673153.0,5126805417.0,222507080.0,776873737.0,59761980.0,8451397.0
2020,135133306.0,2288917202.0,109708639.0,0.0,139109235.0,27099914.0,0.0,0.0,0.0,8548976734.0,1121813078.0,5525196945.0,207835967.0,845481719.0,76294934.0,11324370.0
2021,1498398064.0,189026667.0,0.0,0.0,184438326.0,0.0,0.0,0.0,0.0,9130883770.0,837190078.0,5835398757.0,174929949.0,1046398728.0,101041461.0,19403901.0
","year,净债务/EBITDA
2017,-1.612324143890157
2018,-0.8660534448198229
2019,-0.773430068265578
2020,-1.0457067895681278
2021,-1.1280501419043722
"
753,CN,fundamental,对阿特斯2018-2020年的净债务/EBITDA做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,5904222631.56,3164517682.17,2631811937.11,0.0,0.0,0.0,0.0,0.0,0.0,6082800731.5,0.0,2356470006.38,692805233.86,739016171.22,27598695.79,55876591.6
2019,5644717088.48,1749148257.05,1684560797.25,0.0,0.0,0.0,0.0,0.0,0.0,7539893250.19,10251344.14,2108322147.72,529754720.07,1080689738.45,28796451.92,17828301.49
2020,3984169286.75,403074420.31,1033737604.74,0.0,0.0,0.0,0.0,0.0,0.0,8826627663.72,98240603.06,1497428350.58,358234829.92,1466863007.22,35673336.72,10177651.03
","year,净债务/EBITDA
2018,1.4509530031880786
2019,0.4058758844637217
2020,-1.0402299898291796
"
754,CN,fundamental,统计宝钢股份的净债务/EBITDA在2016-2018年间逐年同比上升的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,52080729189.64,1986830219.31,958693159.16,21052403274.32,0.0,559358021.09,0.0,35161856.12,152321609.86,14024805944.83,1122863784.67,11888934371.01,0.0,16895855516.83,453563306.76,97193330.93
2017,60282446151.02,20407281386.07,413368004.28,8553245927.39,0.0,582058272.27,0.0,371853492.51,130556138.69,17857363941.27,1726166623.63,24035130135.61,3634233937.77,17721873280.8,502062920.59,129190525.0
2018,38454057065.49,5162332379.53,5610231171.28,3000000000.0,0.0,359359786.14,0.0,629641.69,142071814.59,17110002574.2,2031259909.48,27584734792.83,3074585800.61,18554328792.94,462960507.32,167488397.94
","year,净债务/EBITDA
2016,2.1024945809795397
2017,1.5461414097927444
2018,0.67384947318173
"
755,CN,fundamental,计算云铝股份在2020至2024年间的营业收入增长率，做同比比较，其中同比下降有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2019,24283623386.87
2020,29573100815.61
2021,41751099098.35
2022,48463024922.95
2023,42668767604.2
2024,54450459133.32
","year,营业收入增长率
2020,21.78207652322589
2021,41.179308043043996
2022,16.07604582765404
2023,-11.956037263381985
2024,27.611979887509808
"
756,CN,fundamental,2022至2024年，浙商证券的营业收入增长率逐年同比，其中同比上升共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2021,16418113012.51
2022,16814110329.13
2023,17638225323.48
2024,6502821473.87
","year,营业收入增长率
2022,2.411953897005481
2023,4.901329765406874
2024,-63.132223596137834
"
757,CN,fundamental,东方电气在2020到2024年间，逐年做营业收入增长率同比，同比下降的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2019,31777585757.68
2020,36238925547.37
2021,46755975362.02
2022,54189702709.81
2023,59566526583.78
2024,68592735741.35
","year,营业收入增长率
2020,14.039265989902292
2021,29.021417317968073
2022,15.898988931858401
2023,9.92222434354974
2024,15.15315677316636
"
758,CN,fundamental,对伊利股份2019-2021年的营业收入增长率做逐年同比，共发生同比下降几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2018,78976388687.29
2019,90009132852.26
2020,96523963249.92
2021,110143986386.03
","year,营业收入增长率
2019,13.969674162558343
2020,7.237965961024615
2021,14.110509636705462
"
759,CN,fundamental,统计中国人保的营业收入增长率在2020-2024年间逐年同比上升的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2019,555515000000.0
2020,583696000000.0
2021,597691000000.0
2022,529633000000.0
2023,553097000000.0
2024,621972000000.0
","year,营业收入增长率
2020,5.0729503253737525
2021,2.3976522025163782
2022,-11.386820280044372
2023,4.430237541845013
2024,12.45260777042725
"
760,CN,fundamental,计算宁波银行在2019至2021年间的EBITDA增长率，做同比比较，其中同比下降有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,11497551000.0,0.0,445714000.0,103915000.0,488825000.0
2019,15219000000.0,0.0,500000000.0,102000000.0,529000000.0
2020,16455000000.0,0.0,640000000.0,138000000.0,632000000.0
2021,20445000000.0,0.0,1409000000.0,246000000.0,384000000.0
","year,EBITDA增长率
2019,30.424325772046195
2020,9.26605504587156
2021,25.855023789532606
"
761,CN,fundamental,2022至2024年，天齐锂业的EBITDA增长率逐年同比，其中同比下降共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,3963665158.72,1468377525.02,351335294.24,109003673.47,3454930.32
2022,39901190701.58,1082720808.1,504349073.35,149373750.78,1367028.52
2023,36281302145.82,550102162.98,710305215.15,135067593.94,2320953.75
2024,1291940696.48,600533559.13,988967085.71,145815887.41,3044303.37
","year,EBITDA增长率
2022,606.244156954389
2023,-9.510082281349899
2024,-91.95760597470134
"
762,CN,fundamental,正泰电器在2021到2023年间，逐年做EBITDA增长率同比，同比上升的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,7783873271.39,817939358.51,1750073646.63,43284644.06,60188276.71
2021,4455328319.67,1047467202.98,1975515889.41,48722862.91,88021341.24
2022,5939604319.3,1369818044.5,1979169935.25,53707515.35,99448549.45
2023,6493760487.02,1384616394.33,2097160396.74,68424063.89,80933832.81
","year,EBITDA增长率
2021,-27.166006709970148
2022,23.987910787566165
2023,7.235384640789519
"
763,CN,fundamental,对招商证券2017-2021年的EBITDA增长率做逐年同比，共发生同比上升几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,6452919858.61,0.0,91999161.15,1988323.97,67702839.71
2017,7106555852.51,0.0,127670779.75,645000.0,70210411.16
2018,5447484991.85,0.0,143690762.26,914587.74,71786077.97
2019,8773636250.81,0.0,428692694.99,10975052.88,91240427.65
2020,11308868940.72,0.0,468861090.26,12052430.13,110365166.02
2021,13703852932.35,0.0,506909018.82,15842539.18,122855223.42
","year,EBITDA增长率
2017,10.438587321572337
2018,-22.46662821642508
2019,64.27873309117325
2020,27.896080472838236
2021,20.582199174202266
"
764,CN,fundamental,统计中国中车的EBITDA增长率在2021-2023年间逐年同比下降的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,15991090000.0,919640000.0,6542887000.0,894586000.0,152819000.0
2021,13754823000.0,1121212000.0,6708859000.0,1019196000.0,83308000.0
2022,16119668000.0,1069206000.0,6586726000.0,1237123000.0,117499000.0
2023,16373001000.0,1102207000.0,6633291000.0,1044420000.0,196384000.0
","year,EBITDA增长率
2021,-7.4022381596979905
2022,10.76731672799146
2023,0.8717829870344957
"
765,CN,fundamental,计算兴业银行在2021至2025年间的净利润增长率，做同比比较，其中同比下降有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2020,67681000000.0
2021,83816000000.0
2022,92414000000.0
2023,77654000000.0
2024,77491000000.0
2025,77854000000.0
","year,净利润增长率
2021,23.839777781061155
2022,10.258184594826764
2023,-15.971606033717837
2024,-0.2099054781466505
2025,0.46844149643184374
"
766,CN,fundamental,2021至2023年，海康威视的净利润增长率逐年同比，其中同比上升共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2020,13678319472.17
2021,17510721210.47
2022,13558130095.68
2023,15155901763.21
","year,净利润增长率
2021,28.018074487128565
2022,-22.572406169236878
2023,11.784601978698328
"
767,CN,fundamental,中煤能源在2017到2019年间，逐年做净利润增长率同比，同比下降的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2016,2932769000.0
2017,4192442000.0
2018,6145397000.0
2019,8596999000.0
","year,净利润增长率
2017,42.951661041152576
2018,46.58275534879194
2019,39.89330550979863
"
768,CN,fundamental,对同仁堂2019-2023年的净利润增长率做逐年同比，共发生同比上升几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2018,1822534017.57
2019,1561601328.39
2020,1616363305.19
2021,1890760459.07
2022,2204076827.29
2023,2583225229.82
","year,净利润增长率
2019,-14.317027098781049
2020,3.506783441101396
2021,16.976205349313165
2022,16.570918157137132
2023,17.202140952417626
"
769,CN,fundamental,统计中信建投的净利润增长率在2019-2023年间逐年同比上升的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2018,3103427651.01
2019,5529648447.75
2020,9536685333.06
2021,10235063596.23
2022,7529581878.94
2023,7047345927.09
","year,净利润增长率
2019,78.17874523191783
2020,72.46458654962872
2021,7.323071264069004
2022,-26.433462692762767
2023,-6.404551535574611
"
770,CN,fundamental,计算中远海能在2020至2022年间的每股收益增长率，做同比比较，其中同比下降有几次？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2019,431608020.77,4032032861.0
2020,2372519124.56,4762691885.0
2021,-4975409016.35,4762691885.0
2022,1457074605.98,4770776395.0
","year,每股收益增长率
2020,365.362936935122
2021,-309.70996460450976
2022,129.2358971319662
"
771,CN,fundamental,2023至2025年，光大证券的每股收益增长率逐年同比，其中同比上升共多少次？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2022,3189072446.37,4610787639.0
2023,4271152276.46,4610787639.0
2024,3058464452.01,4610787639.0
2025,3724190527.91,4610787639.0
","year,每股收益增长率
2023,33.930863857347944
2024,-28.39252140771472
2025,21.76667691731678
"
772,CN,fundamental,中国通号在2023到2025年间，逐年做每股收益增长率同比，同比上升的年份有多少个？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2022,3633640258.62,10589819000.0
2023,3477326647.54,10589819000.0
2024,3494725837.36,10589819000.0
2025,3686410571.89,10589819000.0
","year,每股收益增长率
2023,-4.301846081465578
2024,0.500361098728218
2025,5.484972025010206
"
773,CN,fundamental,对美的集团2018-2020年的每股收益增长率做逐年同比，共发生同比下降几次？（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2017,17283689000.0,6561053000.0
2018,20230779000.0,6663031000.0
2019,24211222000.0,6971900000.0
2020,27222969000.0,7029976000.0
","year,每股收益增长率
2018,15.259803532137722
2019,14.37333598546901
2020,11.510582797547285
"
774,CN,fundamental,统计浙商银行的每股收益增长率在2017-2019年间逐年同比上升的次数。（指标单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2016,10153148000.0,17959697000.0
2017,10949749000.0,17959697000.0
2018,11490416000.0,18718697000.0
2019,12924000000.0,21269000000.0
","year,每股收益增长率
2017,7.84585234057456
2018,0.6827291373794302
2019,-1.010361034577797
"
775,CN,fundamental,计算万华化学在2023至2025年间的公司自由现金流，做同比比较，其中同比下降有几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2023,26796752552.51,43098415319.53,2836945720.83,1710066689.51,20009871906.36
2024,30053435178.33,35830124773.82,2817045032.13,2132822344.54,16924136091.56
2025,33105189455.82,30711201211.89,2935698983.54,2228221206.16,16268157181.59
","year,公司自由现金流
2023,-13707165693.529785
2024,-3314655688.1581826
2025,4927589641.553581
"
776,CN,fundamental,2017至2019年，海康威视的公司自由现金流逐年同比，其中同比上升共多少次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2017,7373160250.68,1692193203.99,99488392.12,1109318842.54,10486820482.36
2018,9113286027.76,2055859307.21,154599429.03,1056739998.82,12437204553.3
2019,7767720171.14,1927278918.86,192739975.98,1290278445.12,13755462747.77
","year,公司自由现金流
2017,5769931338.757142
2018,7198890448.566915
2019,6015101993.771124
"
777,CN,fundamental,卓胜微在2017到2021年间，逐年做公司自由现金流同比，同比上升的年份有多少个？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2017,128568526.65,15741327.74,111504.98,23538304.35,192984393.21
2018,134282651.86,28765657.06,0.0,19260766.89,179636711.44
2019,55619758.86,96248714.66,0.0,68198835.2,562655593.43
2020,1005430233.84,153423570.39,0.0,146650156.17,1217150734.39
2021,1149764467.78,2858355796.3,165437.72,280265054.83,2414969135.47
","year,公司自由现金流
2017,112925103.62879689
2018,105516994.80000001
2019,-40628955.8
2020,852006663.45
2021,-1708445090.3876827
"
778,CN,fundamental,对云南白药2020-2022年的公司自由现金流做逐年同比，共发生同比上升几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2020,3828906632.02,486420552.22,169153698.15,1290099287.03,6801135508.05
2021,5223278282.5,534201772.81,51659540.6,683985622.02,3481646183.78
2022,3209410032.57,446732820.54,67849588.22,536592729.51,3377002423.7
","year,公司自由现金流
2020,3479553214.5925274
2021,4730587292.735263
2022,2819745760.9816866
"
779,CN,fundamental,统计首创证券的公司自由现金流在2017-2019年间逐年同比上升的次数。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2017,-835496018.34,19907035.99,0.0,59623685.89,375034803.68
2018,-1797593800.0,19041100.0,0.0,37783100.0,212748700.0
2019,413186607.87,14999767.99,0.0,152492612.92,586350268.45
","year,公司自由现金流
2017,-855403054.33
2018,-1816634900.0
2019,398186839.88
"
780,CN,fundamental,计算国轩高科在2022至2024年间的股权自由现金流，做同比比较，其中同比上升有几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2022,801270839.12,13409304306.05,21341002137.59,0.0,7819959076.0
2023,2418690817.29,13129650583.44,31015851135.8,0.0,15730510789.07
2024,2705571729.01,9068397787.47,30313162509.91,0.0,25825122288.15
","year,股权自由现金流
2022,913009594.6600018
2023,4574380580.579998
2024,-1874785836.7000008
"
781,CN,fundamental,2021至2025年，中油资本的股权自由现金流逐年同比，其中同比下降共多少次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2021,38271760335.66,127390297.38,59628873731.21,0.0,58011777020.0
2022,44108108844.41,150145582.89,68540842490.0,0.0,83624008059.45
2023,40553550528.95,324027415.59,63941624725.27,0.0,74596938315.29
2024,5926524850.9,954341712.89,68562707072.35,0.0,67519705620.52
2025,-18277767921.32,930154721.78,102872839345.82,0.0,83782259225.92
","year,股权自由现金流
2021,39761466749.490005
2022,28874797692.070007
2023,29574209523.340004
2024,6015184589.840001
2025,-117342523.19998932
"
782,CN,fundamental,首创证券在2021到2023年间，逐年做股权自由现金流同比，同比上升的年份有多少个？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2021,539363564.8,93499166.53,0.0,5881410000.0,3714080000.0
2022,734037428.81,109156935.14,0.0,4994180000.0,4157590000.0
2023,-665194128.85,82339334.95,0.0,4941240000.0,2116530000.0
","year,股权自由现金流
2021,2613194398.27
2022,1461470493.67
2023,2077176536.1999998
"
783,CN,fundamental,对国电电力2018-2022年的股权自由现金流做逐年同比，共发生同比下降几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2018,31097434512.07,17091538286.84,127490808686.11,0.0,129004971595.61
2019,33721790020.54,12149537182.64,133786783076.87,0.0,141889171598.87
2020,42241530004.6,14979824312.92,166020022117.11,0.0,176671748159.26
2021,24121939362.21,21335366430.75,183790010463.84,0.0,174662671830.28
2022,37738186349.55,35701942106.43,206649785771.01,0.0,177479059204.11
","year,股权自由现金流
2018,12491733315.73
2019,13469864315.900002
2020,16609979649.529976
2021,11913911565.019997
2022,31206970810.020027
"
784,CN,fundamental,统计东方证券的股权自由现金流在2018-2022年间逐年同比下降的次数。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2018,5719680134.58,417550684.86,2182238567.91,29863508084.88,31148634336.75
2019,10385033926.77,298154341.97,3375435647.44,0.0,55462504685.95
2020,28195640212.74,449310789.66,1927799867.92,0.0,85899273124.66
2021,-10577731642.82,443308581.65,2139962824.0,0.0,39520589991.18
2022,21616532485.13,306670673.38,3177275732.96,38347583987.0,48355849205.19
","year,股权自由现金流
2018,6199241765.760001
2019,-42000189453.70999
2020,-56225143833.66
2021,-48401667391.65
2022,14478872326.519997
"
785,CN,fundamental,计算华友钴业在2016至2018年间的经营现金流利润率，做同比比较，其中同比上升有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2016,972520586.08,4889385103.39
2017,-1761977182.53,9653222710.89
2018,1822550039.12,14450762951.95
","year,经营现金流利润率
2016,19.89044768442792
2017,-18.252735229471888
2018,12.612137125078668
"
786,CN,fundamental,2016至2018年，华东医药的经营现金流利润率逐年同比，其中同比下降共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2016,1346962807.82,25379667502.88
2017,1661118663.7,27831823148.07
2018,2039496083.26,30663374326.27
","year,经营现金流利润率
2016,5.307251592902669
2017,5.968414842472116
2018,6.651244776778261
"
787,CN,fundamental,大华股份在2017到2019年间，逐年做经营现金流利润率同比，同比下降的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2017,914231360.01,18844458053.78
2018,955315978.17,23665688106.22
2019,1600604287.7,26149430652.42
","year,经营现金流利润率
2017,4.851460081265722
2018,4.036713295139373
2019,6.1209909652540455
"
788,CN,fundamental,对中际旭创2018-2022年的经营现金流利润率做逐年同比，共发生同比上升几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2018,660013526.46,5156314239.9
2019,569457698.94,4757677023.35
2020,21688211.25,7049590125.44
2021,812760603.14,7695404805.69
2022,2448940873.28,9641794766.08
","year,经营现金流利润率
2018,12.800102859378876
2019,11.969238267860195
2020,0.30765208847721953
2021,10.561635465090061
2022,25.39922216448141
"
789,CN,fundamental,统计长春高新的经营现金流利润率在2021-2023年间逐年同比上升的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2021,3330619225.29,10746717262.21
2022,2826408333.06,12627188966.71
2023,5103687813.05,14566039611.98
","year,经营现金流利润率
2021,30.991968468379316
2022,22.383511805449903
2023,35.038266742405504
"
790,CN,fundamental,计算星宇股份在2020至2022年间的资本支出占收入比，做同比比较，其中同比上升有几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2020,795170219.79,7322715089.72
2021,1265190760.63,7909449648.26
2022,955696509.38,8247994585.86
","year,资本支出占收入比
2020,10.858953407955205
2021,15.99593924854594
2022,11.587016691528923
"
791,CN,fundamental,2023至2025年，宝钢股份的资本支出占收入比逐年同比，其中同比下降共多少次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2023,21028689613.48,344500428314.62
2024,19336433651.03,322115845919.76
2025,18507325935.15,317507793966.66
","year,资本支出占收入比
2023,6.10411131166294
2024,6.002943939568487
2025,5.828935946401797
"
792,CN,fundamental,芒果超媒在2021到2023年间，逐年做资本支出占收入比同比，同比下降的年份有多少个？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2021,193602527.81,15355863482.07
2022,189897809.91,13976774034.92
2023,150261073.92,14628016301.84
","year,资本支出占收入比
2021,1.2607726555791314
2022,1.3586669530147193
2023,1.027214290847483
"
793,CN,fundamental,对山西汾酒2019-2023年的资本支出占收入比做逐年同比，共发生同比下降几次？（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2019,161368576.12,11892584392.29
2020,195822132.58,13989804850.8
2021,156277238.19,19970986258.92
2022,825576632.31,26213860718.3
2023,485035030.78,31928483054.02
","year,资本支出占收入比
2019,1.3568840110532725
2020,1.3997488504552087
2021,0.782521384592106
2022,3.14938971096944
2023,1.5191295808177487
"
794,CN,fundamental,统计正泰电器的资本支出占收入比在2021-2023年间逐年同比下降的次数。（指标单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2021,12104654132.12,39032520606.97
2022,10670207352.23,45974331286.72
2023,4363713068.3,57250814312.46
","year,资本支出占收入比
2021,31.011715215641196
2022,23.209053951617044
2023,7.622097817655472
"
795,CN,fundamental,计算铜陵有色在2019至2023年间的现金流量充裕率，做同比比较，其中同比上升有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2019,4060204723.47,2343268496.0,16323472875.1,1215657904.54
2020,2156642457.67,1519084170.12,18050969001.24,934136235.09
2021,3413057479.05,1424470294.95,19650451878.64,1197015126.3
2022,9155925054.75,2176410078.72,20882393783.35,2063719931.03
2023,5924657630.78,2750839885.32,21735504857.39,1715022937.28
","year,现金流量充裕率
2019,0.20421100427474967
2020,0.10518057626757901
2021,0.15324475069651247
2022,0.36445084618706625
2023,0.22612016682261457
"
796,CN,fundamental,2016至2018年，伊利股份的现金流量充裕率逐年同比，其中同比下降共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2016,12817325815.25,3419007157.35,6588000000.0,2776233066.4
2017,7006297178.98,3351359455.32,750000000.0,3845428901.98
2018,8624771799.8,5090600464.62,11320000000.0,4392602765.29
","year,现金流量充裕率
2016,1.0026664281436777
2017,0.8816514123650901
2018,0.4145886431277878
"
797,CN,fundamental,圣邦股份在2021到2023年间，逐年做现金流量充裕率同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2021,763146769.55,181015598.97,0.0,78246572.0
2022,947899907.97,259948211.7,0.0,118730383.5
2023,170670822.08,233250684.88,0.0,107846485.8
","year,现金流量充裕率
2021,2.943533052642323
2022,2.503177945585661
2023,0.5003583633946782
"
798,CN,fundamental,对渝农商行2016-2020年的现金流量充裕率做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2016,6085647000.0,709141000.0,120770000000.0,2046536000.0
2017,-19366966000.0,786196000.0,148040000000.0,2440035000.0
2018,-81223277000.0,591265000.0,0.0,2484556000.0
2019,23851259000.0,837524000.0,249820000000.0,2709435000.0
2020,42370280000.0,790128000.0,227370000000.0,3318963000.0
","year,现金流量充裕率
2016,0.04926625093501815
2017,-0.12803231674358304
2018,-26.40702336059218
2019,0.09413721147436592
2020,0.18304149984760396
"
799,CN,fundamental,统计中航沈飞的现金流量充裕率在2018-2022年间逐年同比上升的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2018,235195589.55,612249476.01,229500000.0,20580635.64
2019,-1147887622.59,561222400.07,228500000.0,24535629.4
2020,6319894352.62,742053256.59,2483500000.0,241783745.11
2021,10143422728.63,1094528146.03,380000000.0,465641064.55
2022,2677649020.52,1060086615.25,600000000.0,699434142.18
","year,现金流量充裕率
2018,0.27274426159138987
2019,-1.4097344834746783
2020,1.8226940010507833
2021,5.228112410668395
2022,1.134827490747107
"
800,CN,fundamental,计算迈瑞医疗在2017至2021年间的每股净资产，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2017,6654126669.0,1094091266.0
2018,15178316283.0,1215691266.0
2019,18617050290.0,1215691266.0
2020,23290381508.0,1215691266.0
2021,26968045991.0,1215691266.0
","year,每股净资产
2017,6.081875320445159
2018,12.485337936942948
2019,15.313962360900929
2020,19.158138385441028
2021,22.183301587526582
"
801,CN,fundamental,2022至2024年，洋河股份的每股净资产逐年同比，其中同比下降共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2022,47524543513.81,1506988000.0
2023,52049863974.86,1506445074.0
2024,51693045853.88,1506445074.0
","year,每股净资产
2022,31.53611277184025
2023,34.551451541909984
2024,34.31459051913631
"
802,CN,fundamental,天坛生物在2016到2020年间，逐年做每股净资产同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2016,2622291249.05,515466868.0
2017,4450413450.47,670106928.0
2018,4346783469.37,871139006.0
2019,5177362412.3,1045366807.0
2020,6030954816.63,1254440168.0
","year,每股净资产
2016,5.087215904340141
2017,6.641348215504497
2018,4.989770219713936
2019,4.952675345755455
2020,4.8076863053942
"
803,CN,fundamental,对中国太保2023-2025年的每股净资产做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2023,267704000000.0,9620000000.0
2024,318481000000.0,9620000000.0
2025,334224000000.0,9620000000.0
","year,每股净资产
2023,27.827858627858628
2024,33.106133056133054
2025,34.74261954261954
"
804,CN,fundamental,统计山西焦煤的每股净资产在2021-2023年间逐年同比下降的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2021,34493459067.87,4096560000.0
2022,43253340038.76,4096560000.0
2023,48243078866.3,5677101059.0
","year,每股净资产
2021,8.420103469220518
2022,10.558453931776906
2023,8.497836900370036
"
805,CN,fundamental,计算中远海能在2021至2023年间的每股资本公积金，做同比比较，其中同比上升有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,per share,资本公积 / 股本,"year,资本公积,股本
2021,11924618640.46,4762691885.0
2022,11980636063.7,4770776395.0
2023,12544125877.34,4770776395.0
","year,每股资本公积金
2021,2.5037560540114594
2022,2.5112549974583334
2023,2.6293678090817334
"
806,CN,fundamental,2022至2024年，中际旭创的每股资本公积金逐年同比，其中同比下降共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,资本公积 / 股本,"year,资本公积,股本
2022,7931844143.44,800961788.0
2023,8057568184.61,802826238.0
2024,7731323398.69,1121166509.0
","year,每股资本公积金
2022,9.90289956683926
2023,10.036503297006094
2024,6.895785181440877
"
807,CN,fundamental,新易盛在2022到2024年间，逐年做每股资本公积金同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,资本公积 / 股本,"year,资本公积,股本
2022,1727086902.67,507086219.0
2023,1530788119.3,709919026.0
2024,1614730342.64,708806652.0
","year,每股资本公积金
2022,3.4059038442730785
2023,2.1562855244564187
2024,2.278097049574529
"
808,CN,fundamental,对长安汽车2020-2024年的每股资本公积金做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,per share,资本公积 / 股本,"year,资本公积,股本
2020,10930781918.64,5363396174.0
2021,9776193360.38,7632153402.0
2022,8532806685.77,9921799422.0
2023,8251287637.7,9917289033.0
2024,8925798850.14,9914086060.0
","year,每股资本公积金
2020,2.0380336570378437
2021,1.280922021014168
2022,0.860005964931106
2023,0.8320104022625192
2024,0.90031484456773
"
809,CN,fundamental,统计国信证券的每股资本公积金在2019-2023年间逐年同比下降的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,per share,资本公积 / 股本,"year,资本公积,股本
2019,6769233170.81,8200000000.0
2020,20155606605.47,9612429377.0
2021,20155672569.84,9612429377.0
2022,20146238607.58,9612429377.0
2023,20136775303.52,9612429377.0
","year,每股资本公积金
2019,0.825516240342683
2020,2.0968275359917894
2021,2.0968343983953934
2022,2.095852964681813
2023,2.0948684784828666
"
810,CN,fundamental,计算南方航空在2021至2023年间的每股未分配利润，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,per share,未分配利润 / 股本,"year,未分配利润,股本
2021,43000000.0,16948000000.0
2022,-32679000000.0,18121000000.0
2023,-36888000000.0,18121000000.0
","year,每股未分配利润
2021,0.002537172527731886
2022,-1.8033772970586612
2023,-2.035649246730313
"
811,CN,fundamental,2022至2024年，京东方A的每股未分配利润逐年同比，其中同比下降共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,per share,未分配利润 / 股本,"year,未分配利润,股本
2022,35829465307.0,38196363421.0
2023,35579576607.0,37652529195.0
2024,39410894857.0,37645016203.0
","year,每股未分配利润
2022,0.9380334172677103
2023,0.944945196715357
2024,1.0469086968770989
"
812,CN,fundamental,中国建筑在2020到2022年间，逐年做每股未分配利润同比，同比上升的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,per share,未分配利润 / 股本,"year,未分配利润,股本
2020,231938846000.0,41965072000.0
2021,270367451000.0,41948168000.0
2022,307574145000.0,41934433000.0
","year,每股未分配利润
2020,5.526949792913498
2021,6.445274344281257
2022,7.33464418131038
"
813,CN,fundamental,对青岛啤酒2022-2024年的每股未分配利润做逐年同比，共发生同比下降几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,per share,未分配利润 / 股本,"year,未分配利润,股本
2022,18528390855.0,1364232790.0
2023,20334065296.0,1364196788.0
2024,21950655578.0,1364196788.0
","year,每股未分配利润
2022,13.581546339316475
2023,14.905522044082103
2024,16.09053457029544
"
814,CN,fundamental,统计交通银行的每股未分配利润在2021-2023年间逐年同比上升的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,per share,未分配利润 / 股本,"year,未分配利润,股本
2021,258074000000.0,74263000000.0
2022,292734000000.0,74263000000.0
2023,326744000000.0,74263000000.0
","year,每股未分配利润
2021,3.475135666482636
2022,3.941855298062292
2023,4.399822253342849
"
815,CN,fundamental,计算天齐锂业在2021至2023年间的每股经营现金流，做同比比较，其中同比下降有几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2021,2094448935.69,1477099383.0
2022,20297583221.14,1641221583.0
2023,22688073725.98,1641221583.0
","year,每股经营现金流
2021,1.4179472009772007
2022,12.367363085755862
2023,13.82389432419498
"
816,CN,fundamental,2022至2024年，新和成的每股经营现金流逐年同比，其中同比上升共多少次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2022,4361481083.61,3090907356.0
2023,5119370863.32,3090907356.0
2024,7073064183.33,3073421680.0
","year,每股经营现金流
2022,1.4110682014275162
2023,1.6562679736687649
2024,2.3013647067557614
"
817,CN,fundamental,国电电力在2016到2018年间，逐年做每股经营现金流同比，同比下降的年份有多少个？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2016,23414262235.19,19650397845.0
2017,19777912313.95,19650397845.0
2018,31097434512.07,19650397845.0
","year,每股经营现金流
2016,1.1915413835322273
2017,1.006489154568565
2018,1.5825346009461418
"
818,CN,fundamental,对澜起科技2020-2022年的每股经营现金流做逐年同比，共发生同比上升几次？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2020,1000111569.0,1129813889.0
2021,680414534.55,1131306771.0
2022,688835385.81,1134068231.0
","year,每股经营现金流
2020,0.8852002783265484
2021,0.6014412288441965
2022,0.6074020653965395
"
819,CN,fundamental,统计青岛啤酒的每股经营现金流在2021-2025年间逐年同比下降的次数。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2021,6043111455.0,1364354793.0
2022,4878771322.0,1364232790.0
2023,2777567140.0,1364196788.0
2024,5154661132.0,1364196788.0
2025,4592509302.0,1364195121.0
","year,每股经营现金流
2021,4.429281508010211
2022,3.5762014795143577
2023,2.0360457995741887
2024,3.778531937138676
2025,3.366460729337266
"
820,CN,fundamental,计算三六零在2021至2025年间的权益乘数，做同比比较，其中同比下降有几次？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2020,44261773000.0,36757512000.0
2021,42039484000.0,34959636000.0
2022,38615763000.0,31677793000.0
2023,40168367000.0,31850619000.0
2024,38256187000.0,30135363000.0
2025,37516528000.0,29315041000.0
","year,权益乘数
2021,1.203355953307011
2022,1.210359526325663
2023,1.2401400809451997
2024,1.2651982185262467
2025,1.274553407576507
"
821,CN,fundamental,2023至2025年，中国中冶的权益乘数逐年同比，其中同比上升共多少次？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2022,585392827000.0,161917562000.0
2023,661602236000.0,167991165000.0
2024,808015755000.0,182335866000.0
2025,839488682000.0,183559438000.0
","year,权益乘数
2023,3.7798183586698513
2024,4.194988855998383
2025,4.50266625176474
"
822,CN,fundamental,中泰证券在2023到2025年间，逐年做权益乘数同比，同比下降的年份有多少个？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2022,198893934656.96,39669635839.59
2023,195658686810.89,42328129641.06
2024,224693255623.92,45258548852.58
2025,253531045753.27,52868165217.32
","year,权益乘数
2023,4.811748456254668
2024,4.799267989884254
2025,4.873538321445572
"
823,CN,fundamental,对沪硅产业2018-2022年的权益乘数做逐年同比，共发生同比下降几次？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2017,5833376480.35,3697588285.36
2018,6822546904.24,3595028291.01
2019,9963244097.36,5174439051.41
2020,14498507264.28,9539967092.1
2021,16256712742.67,10494244347.2
2022,25462606414.08,19546327409.51
","year,权益乘数
2018,1.7354434107503371
2019,1.9141175109237405
2020,1.6624355154441082
2021,1.5351350413832205
2022,1.388765816264179
"
824,CN,fundamental,统计纳思达的权益乘数在2019-2021年间逐年同比下降的次数。（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2018,36113499499.87,8564642833.91
2019,37819050441.07,9589865844.04
2020,39688271911.12,12945437692.97
2021,43585062644.27,18376012126.39
","year,权益乘数
2019,4.072407094703509
2020,3.439373347019657
2021,2.658667942756538
"
825,CN,fundamental,计算爱尔眼科在2021至2025年间的EBIT，做同比比较，其中同比下降有几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2021,3147754919.02,164663163.62
2022,3335055554.35,177647497.63
2023,4551018610.83,194823311.92
2024,4594282265.9,255561402.92
2025,4425135001.83,269717423.59
","year,EBIT
2021,3312418082.64
2022,3512703051.98
2023,4745841922.75
2024,4849843668.82
2025,4694852425.42
"
826,CN,fundamental,2017至2019年，正泰电器的EBIT逐年同比，其中同比下降共多少次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2017,3394609199.32,573429676.48
2018,4243014200.29,539216694.69
2019,4511259558.22,628816591.92
","year,EBIT
2017,3968038875.8
2018,4782230894.98
2019,5140076150.14
"
827,CN,fundamental,特变电工在2017到2021年间，逐年做EBIT同比，同比下降的年份有多少个？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2017,3060182682.38,641232622.12
2018,2787125378.03,993793597.75
2019,2810858569.41,1072374592.25
2020,3588223730.17,1279913700.03
2021,11831844260.88,1428540414.21
","year,EBIT
2017,3701415304.5
2018,3780918975.78
2019,3883233161.66
2020,4868137430.2
2021,13260384675.09
"
828,CN,fundamental,对润泽科技2023-2025年的EBIT做逐年同比，共发生同比上升几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2023,1777305679.32,159984200.63
2024,1829269474.48,260220526.42
2025,5689364322.12,331424913.77
","year,EBIT
2023,1937289879.9499998
2024,2089490000.9
2025,6020789235.889999
"
829,CN,fundamental,统计龙源电力的EBIT在2017-2021年间逐年同比下降的次数。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2017,5432650130.2,2846635615.42
2018,5833972058.53,3564271989.93
2019,6430368620.38,3384520738.08
2020,6980792956.32,2974137017.06
2021,10015648958.62,3434919638.09
","year,EBIT
2017,8279285745.62
2018,9398244048.46
2019,9814889358.46
2020,9954929973.38
2021,13450568596.710001
"
830,CN,fundamental,计算龙佰集团在2021至2023年间的EBITDA，做同比比较，其中同比上升有几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,5518909889.42,299600490.57,1321335040.69,175402350.25,16015739.31
2022,4072702732.89,424465296.84,1500000368.05,209960057.51,14880866.72
2023,3917125266.94,556172948.13,2107370026.24,395402340.32,57857924.63
","year,EBITDA
2021,7331263510.240001
2022,6222009322.01
2023,7033928506.259999
"
831,CN,fundamental,2021至2025年，长电科技的EBITDA逐年同比，其中同比下降共多少次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,3170535543.19,312953065.0,3577424852.8,108500781.71,269275.12
2022,3291299137.87,207588936.45,3701014366.91,88949137.08,2585486.19
2023,1522240843.74,314285409.91,3460442223.02,68611046.13,10026023.42
2024,1648906851.98,443078238.46,3553502658.81,75480910.73,10001107.68
2025,1738293696.95,436617821.93,4056513866.91,68935428.96,19902608.39
","year,EBITDA
2021,7169683517.82
2022,7291437064.499999
2023,5375605546.22
2024,5730969767.66
2025,6320263423.14
"
832,CN,fundamental,古井贡酒在2020到2022年间，逐年做EBITDA同比，同比下降的年份有多少个？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,2473835966.72,876815.8,214098270.11,34419897.25,23731383.35
2021,3171293934.56,7036575.14,239269825.07,42153384.37,33723640.28
2022,4470492048.73,5679645.21,240877515.2,42703216.86,30753707.48
","year,EBITDA
2020,2746962333.23
2021,3493477359.42
2022,4790506133.479999
"
833,CN,fundamental,对豪威集团2018-2020年的EBITDA做逐年同比，共发生同比上升几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,206545109.77,142028662.13,158563271.6,302571989.42,23048426.84
2019,784459257.58,285413296.44,184195761.81,359645770.92,33954409.49
2020,2991132546.87,296875302.66,247206328.52,470666270.11,47395086.84
","year,EBITDA
2018,832757459.7600001
2019,1647668496.24
2020,4053275535.0
"
834,CN,fundamental,统计广发证券的EBITDA在2022-2024年间逐年同比下降的次数。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2022,10387789226.12,0.0,623689320.08,152130801.09,43573741.71
2023,8744435954.21,0.0,705194559.5,176517640.36,47762842.06
2024,11852139233.96,0.0,763221567.15,206976269.61,52007039.21
","year,EBITDA
2022,11207183089.0
2023,9673910996.13
2024,12874344109.929998
"
835,CN,fundamental,计算山金国际在2019至2021年间的NOPAT，做同比比较，其中同比上升有几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2019,1177174410.84,29297524.57,221722993.29
2020,1761071642.21,42193580.61,394953966.0
2021,1844617072.24,70823851.02,422907820.53
","year,NOPAT
2019,979230698.7876356
2020,1398848540.1409967
2021,1476295607.7359643
"
836,CN,fundamental,2020至2024年，长电科技的NOPAT逐年同比，其中同比上升共多少次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2020,1431293611.93,569723822.46,125309726.85
2021,3170535543.19,312953065.0,210276123.75
2022,3291299137.87,207588936.45,60310932.34
2023,1522240843.74,314285409.91,51996119.14
2024,1648906851.98,443078238.46,36876793.56
","year,NOPAT
2020,1825828398.377058
2021,3252456824.5436053
2022,3434773208.7073555
2023,1773794893.9698145
2024,2045199122.9864004
"
837,CN,fundamental,福耀玻璃在2021到2023年间，逐年做NOPAT同比，同比上升的年份有多少个？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2021,3818842094.0,318940791.0,675861301.0
2022,5579105687.0,288122259.0,826310042.0
2023,6716021914.0,288319603.0,1086913641.0
","year,NOPAT
2021,3405475223.390875
2022,4998244699.853648
2023,5870766546.796302
"
838,CN,fundamental,对新和成2016-2020年的NOPAT做逐年同比，共发生同比下降几次？（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2016,1500021246.0,0.0,274636463.22
2017,2118096646.12,61966277.05,404294683.47
2018,3639700078.3,86313025.06,541261622.75
2019,2565343560.67,192610308.63,392122350.32
2020,4109891743.04,249052551.92,532664232.53
","year,NOPAT
2016,1225384782.78
2017,1763940339.2065847
2018,3171915827.3958874
2019,2336390313.4924474
2020,3794001502.6229773
"
839,CN,fundamental,统计中油资本的NOPAT在2021-2023年间逐年同比下降的次数。（指标单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,hard,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2021,13484157903.19,213427438.68,1895442409.49
2022,13011229232.93,205412034.36,2174432022.04
2023,13554509242.12,87215630.48,2334813516.57
","year,NOPAT
2021,11772141843.581776
2022,11007880858.805595
2023,11291888146.464573
"
840,CN,fundamental,同花顺2016-2018年的毛利率的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,91.7999,medium,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2016,1733656403.77,142162281.85
2017,1409698260.25,141014156.68
2018,1386887015.18,146080304.15
","year,毛利率
2016,91.79985829136301
2017,89.99685530895157
2018,89.46703642394108
"
841,CN,fundamental,2018至2020年间，百利天恒毛利率的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,80.9521,medium,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2018,1110892094.22,233539293.05
2019,1206623638.95,229836807.08
2020,1012709388.05,200943930.98
","year,毛利率
2018,78.97731973563312
2019,80.95207157718183
2020,80.15778925808883
"
842,CN,fundamental,士兰微的毛利率在2017到2019年的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26.7036,medium,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2017,2741791759.44,2009633731.24
2018,3025857115.44,2255612199.35
2019,3110573827.93,2504805451.16
","year,毛利率
2017,26.703633697897626
2018,25.455429212426516
2019,19.47448960480459
"
843,CN,fundamental,对于晶澳科技的毛利率，其2020-2022年的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.3635,medium,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2020,25846520912.72,21617123279.02
2021,41301753627.9,35259765526.0
2022,72989400575.18,62204704732.46
","year,毛利率
2020,16.363508450448983
2021,14.628889989355176
2022,14.775701345309203
"
844,CN,fundamental,计算爱美客在2020-2022年的毛利率的最大值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,94.8468,medium,profitability,(营业收入 - 营业成本) / 营业收入 * 100%,"year,营业收入,营业成本
2020,709290197.0,58121828.15
2021,1447872001.48,91269071.37
2022,1938838363.7,99911554.61
","year,毛利率
2020,91.80563492970424
2021,93.69633011228164
2022,94.84683424463849
"
845,CN,fundamental,金山办公2020-2024年的EBIT利润率的平均值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.3698,medium,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2020,2260968393.13,935863143.87,3786.18
2021,3280058758.03,1118710945.87,5917385.24
2022,3884959481.38,1198242356.16,10327234.18
2023,4555968287.39,1389839471.97,9274711.42
2024,5120838798.82,1750422726.33,8664291.3
","year,EBIT利润率
2020,41.39230485899985
2021,34.286834903696985
2022,31.10893681472057
2023,30.709480293409097
2024,34.35154057252004
"
846,CN,fundamental,2016至2020年间，中国船舶EBIT利润率的平均值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.9375,medium,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2016,21457070448.01,-2696839984.03,0.0
2017,16691101409.65,-2484484994.46,859841147.03
2018,16910307369.13,638729806.81,272929321.63
2019,52657487622.2,2598479521.45,479939865.21
2020,55243541320.18,310722417.37,450077645.4
","year,EBIT利润率
2016,-12.568537678824251
2017,-9.733592814256752
2018,5.391144634687399
2019,5.846118995928248
2020,1.377174678865285
"
847,CN,fundamental,中远海能的EBIT利润率在2017到2019年的平均值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.1366,medium,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2017,9778392035.65,2046705783.94,745866602.96
2018,12286002132.16,443515996.32,1264914167.67
2019,13880075062.56,1019738866.37,1471139906.97
","year,EBIT利润率
2017,28.55860530769126
2018,13.905501119180103
2019,17.94571543823186
"
848,CN,fundamental,对于宁波银行的EBIT利润率，其2020-2022年的平均值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,40.8146,medium,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2020,41111000000.0,16455000000.0,0.0
2021,52774000000.0,20445000000.0,0.0
2022,57879000000.0,25280000000.0,0.0
","year,EBIT利润率
2020,40.025783853469875
2021,38.74066775306022
2022,43.677326837022065
"
849,CN,fundamental,计算三环集团在2020-2022年的EBIT利润率的最大值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,42.1129,medium,profitability,(利润总额 + 利息支出) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用
2020,3993974641.28,1678604413.73,3375011.99
2021,6218042006.78,2303528059.91,5621115.1
2022,5149386936.28,1666317752.73,8899349.83
","year,EBIT利润率
2020,42.11292200846209
2021,37.136274931757626
2022,32.53236012926626
"
850,CN,fundamental,首创证券2018-2022年的EBITDA利润率的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,54.6797,medium,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,815247500.0,212748700.0,0.0,0.0,0.0,0.0
2019,1339618763.5,586350268.45,0.0,3891464.3,8099721.34,2422383.38
2020,1657983958.5,785487075.92,0.0,3540417.1,8682282.49,2524620.45
2021,2113493479.32,1082654564.12,0.0,59712233.22,10268743.95,3016051.37
2022,1587858078.75,664027019.62,0.0,67184843.83,13363559.57,10620116.4
","year,EBITDA利润率
2018,26.096210046642277
2019,44.845881069954125
2020,48.265508954862426
2021,54.67968574153452
2022,47.56064471545896
"
851,CN,fundamental,2021至2023年间，天合光能EBITDA利润率的最小值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.0396,medium,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,44480390071.81,2273659994.55,535400965.26,1230129576.12,48734037.46,14686084.13
2022,85051792848.83,3984074330.15,646162715.57,2113161847.65,66629554.82,27803731.83
2023,113410686218.03,6528221386.35,1353731718.42,2851712775.51,381346134.47,38729840.58
","year,EBITDA利润率
2021,9.223414297618945
2022,8.039609690736887
2023,9.834824413183721
"
852,CN,fundamental,歌尔股份的EBITDA利润率在2016到2020年的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.7551,medium,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,19287807649.88,1904722233.58,0.0,704425734.5,183316871.27,25963749.41
2017,25536136274.87,2500462072.48,231231730.78,1008800513.27,251011997.56,31744924.48
2018,23750587785.28,993339247.04,229682638.22,1261654788.43,344554146.47,28594529.45
2019,35147806427.74,1471544363.22,260686154.75,1544686881.07,408197462.6,38667738.61
2020,57742742893.96,3221965281.62,276706601.19,1653795246.56,483117594.62,51298422.57
","year,EBITDA利润率
2016,14.612488054221831
2017,15.755129105138996
2018,12.03265104614045
2019,10.594637272472992
2020,9.848654327009566
"
853,CN,fundamental,对于海螺水泥的EBITDA利润率，其2017-2021年的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,35.514,medium,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2017,75310819763.0,21228756052.0,683987845.0,4590277801.0,242898372.0,0.0
2018,128402625696.0,39629195899.0,483381653.0,4647297969.0,306114858.0,0.0
2019,157030328135.0,44556845259.0,446007016.0,4931627928.0,339335409.0,0.0
2020,176294715308.0,47137334340.0,464541729.0,5019627399.0,445120168.0,0.0
2021,167959692761.0,44113681749.0,333671845.0,5353307968.0,604883719.0,0.0
","year,EBITDA利润率
2017,35.51404719025539
2018,35.09740562914664
2019,32.015354109671904
2020,30.1010858682228
2021,30.01050100319313
"
854,CN,fundamental,计算中国联通在2016-2020年的EBITDA利润率的最大值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.4416,medium,profitability,(利润总额 + 利息支出 + 折旧与摊销) / 营业收入 * 100%,"year,营业收入,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2016,274196782481.0,581260261.0,0.0,67072611371.0,4343979876.0,1064323536.0
2017,274828946271.0,2377866816.0,5257314297.0,66461913614.0,4434805143.0,4552508219.0
2018,290876776866.0,12075362887.0,1539367075.0,66305636396.0,5132967570.0,2136416482.0
2019,290514554553.0,14035186382.0,1877622806.0,75476350533.0,4647512760.0,1116148078.0
2020,303838070591.0,15959508916.0,1455970442.0,74509675347.0,5326560929.0,1437427468.0
","year,EBITDA利润率
2016,26.645890729612304
2017,30.23131632105198
2018,29.974806290626027
2019,33.44163624038875
2020,32.48083523899367
"
855,CN,fundamental,中国神华2016-2018年的净利率的平均值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.44,medium,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2016,183127000000.0,29536000000.0
2017,248746000000.0,54050000000.0
2018,264101000000.0,54041000000.0
","year,净利率
2016,16.128697570538478
2017,21.728992627017117
2018,20.46224739777585
"
856,CN,fundamental,2021至2023年间，中国铝业净利率的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.5725,medium,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2021,298885350000.0,11316877000.0
2022,290987942000.0,10843470000.0
2023,225319044000.0,12555903000.0
","year,净利率
2021,3.7863605559790736
2022,3.7264327605712264
2023,5.572499677390785
"
857,CN,fundamental,中国能建的净利率在2018到2022年的平均值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.3715,medium,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2018,223781189905.48,8814133561.15
2019,246916789106.26,9634114140.84
2020,270327662000.0,8636943000.0
2021,322318565000.0,9597544000.0
2022,366395814000.0,10422184000.0
","year,净利率
2018,3.9387285253389193
2019,3.9017655201623342
2020,3.1949904556937274
2021,2.9776578336404547
2022,2.8445150304037043
"
858,CN,fundamental,对于迈瑞医疗的净利率，其2017-2021年的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.6746,medium,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2017,11173795364.0,2601191059.0
2018,13753357469.0,3725741910.0
2019,16555991314.0,4684816799.0
2020,21025846389.0,6659603292.0
2021,25269580818.0,8004045870.0
","year,净利率
2017,23.27938694295923
2018,27.089690051304228
2019,28.296806335229512
2020,31.673413610992974
2021,31.674628588609462
"
859,CN,fundamental,计算中国东航在2020-2022年的净利率的平均值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-42.4338,medium,profitability,净利润 / 营业收入 * 100%,"year,营业收入,净利润
2020,58639000000.0,-12554000000.0
2021,67127000000.0,-13284000000.0
2022,46305000000.0,-39870000000.0
","year,净利率
2020,-21.40895990722898
2021,-19.78935450712828
2022,-86.10301263362487
"
860,CN,fundamental,特变电工2022-2024年的净资产收益率的最小值是？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.1395,medium,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2022,15914206088.19,57955188563.06
2023,10702710662.39,62562749942.35
2024,4143924869.81,67496588818.14
","year,净资产收益率
2022,27.459501871646985
2023,17.10716148547223
2024,6.13945821910381
"
861,CN,fundamental,2023至2025年间，华东医药净资产收益率的最小值是多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.4878,medium,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2023,2838860542.8,21047609756.66
2024,3512104678.06,23060051397.36
2025,3414335326.41,24811339992.99
","year,净资产收益率
2023,13.48780491286766
2024,15.230255204297066
2025,13.761188744238154
"
862,CN,fundamental,恒瑞医药的净资产收益率在2018到2020年的平均值是？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.9531,medium,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2018,4065609716.04,19728178442.95
2019,5328027519.56,24775324520.14
2020,6328383219.69,30504303351.44
","year,净资产收益率
2018,20.608135352166144
2019,21.505379335107467
2020,20.745870334361395
"
863,CN,fundamental,对于长春高新的净资产收益率，其2016-2020年的平均值是多少？（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.2449,medium,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2016,484852471.39,3899843579.16
2017,661948769.32,4425843572.59
2018,1006495359.46,5295049120.05
2019,1775009197.07,8084342042.99
2020,3046586145.21,10931005140.84
","year,净资产收益率
2016,12.432613297132136
2017,14.956442957441176
2018,19.008234610116247
2019,21.956136784305475
2020,27.871052167265592
"
864,CN,fundamental,计算中航光电在2020-2022年的净资产收益率的最大值。（单位：%；按归属于母公司的计算；所有者权益按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.618,medium,profitability,净利润 / 所有者权益 * 100%,"year,归属于母公司所有者的净利润,归属于母公司所有者权益合计
2020,1439082431.84,9738984387.81
2021,1990997442.19,14924496190.5
2022,2717983277.92,17402833863.85
","year,净资产收益率
2020,14.776514413979932
2021,13.340466684948094
2022,15.618049906032406
"
865,CN,fundamental,陕西煤业2017-2019年的总资产收益率的最大值是？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.919,medium,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2017,15725672965.81,105407208874.73
2018,15929157536.05,120529634496.94
2019,16630096066.64,128003963657.15
","year,总资产收益率
2017,14.918972937134686
2018,13.215967676774468
2019,12.991860245189432
"
866,CN,fundamental,2022至2024年间，东鹏饮料总资产收益率的最大值是多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.6692,medium,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2022,1440520571.36,11869957079.5
2023,2039772803.92,14710049912.67
2024,3326429004.69,22676296132.9
","year,总资产收益率
2022,12.135853244556797
2023,13.866525375710054
2024,14.669190176361457
"
867,CN,fundamental,金山办公的总资产收益率在2017到2021年的最大值是？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.09,medium,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2017,214337291.65,1279250942.16
2018,310666603.13,1627379749.43
2019,400579204.93,6843993486.59
2020,886573819.74,8511586171.34
2021,1068951661.99,10425669410.85
","year,总资产收益率
2017,16.754905905177136
2018,19.08998826111809
2019,5.853003888955883
2020,10.416082289400407
2021,10.253074597565327
"
868,CN,fundamental,对于中国化学的总资产收益率，其2023-2025年的最大值是多少？（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8611,medium,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2023,5971408455.55,219115319747.0
2024,6241871890.11,233421377309.4
2025,7077046813.43,247353213805.61
","year,总资产收益率
2023,2.725235488985821
2024,2.6740789391523467
2025,2.8611097080758823
"
869,CN,fundamental,计算龙佰集团在2016-2020年的总资产收益率的最大值。（单位：%；总资产按期末值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.4188,medium,profitability,净利润 / 总资产 * 100%,"year,净利润,资产合计
2016,459312586.99,18048563627.76
2017,2588874607.0,20846353820.17
2018,2320237451.87,20923673048.52
2019,2604547680.57,25942781551.31
2020,2327928629.89,34771428954.42
","year,总资产收益率
2016,2.544870586175312
2017,12.418836547306038
2018,11.089054232923592
2019,10.039585290492806
2020,6.694946684364214
"
870,CN,fundamental,海尔智家2018-2022年的投入资本回报率的平均值是？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.8321,medium,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2017,10503277210.05,1431139429.49,1474868894.11,47849204109.29,10878580275.18,16036492809.81,6211088362.68,6149302981.65,0.0,235683220.62,35825439039.22,20681695.5,0.0,0.0,0.0,0.0,0.0
2018,11781495032.66,1465865741.36,1881843052.56,55807847518.91,6298504892.57,15541466325.22,9191896302.7,4655206739.98,0.0,104522208.28,38370916510.92,1775648387.76,1400316460.34,0.0,0.0,96723164.37,0.0
2019,14630608797.96,1747107740.65,2296216280.86,64989860267.93,8585049237.18,13276452935.56,7004585761.43,7317138918.02,1980271767.35,49395752.93,36178815683.25,308135007.05,1395959878.92,0.0,0.0,19158132.45,0.0
2020,13562278629.27,1327091393.08,2233126505.02,68132110258.96,7687908165.88,11821416259.81,6713501050.27,7522724913.4,2072702352.68,0.0,46467732459.51,2165192497.83,2659025265.54,0.0,0.0,77839006.63,0.0
2021,15937513226.9,712462772.83,2705253855.89,81274593336.78,11226212134.39,3038573824.53,334730048.82,9624339170.46,1960894981.47,0.0,46097333903.45,2786075529.09,4851884944.63,0.0,0.0,79819974.01,0.0
2022,17791135761.49,988036369.52,3057822871.71,94750332646.89,9672223522.36,13590866873.43,0.0,6294750667.08,2824477670.61,0.0,54162212155.31,519912880.91,5851882930.2,0.0,1034222222.22,183185160.51,0.0
","year,投入资本回报率
2018,21.94021708633471
2019,23.959248377745087
2020,21.102130103222432
2021,26.027420005505114
2022,26.131436785957735
"
871,CN,fundamental,2018至2022年间，中海油服投入资本回报率的平均值是多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.957,medium,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2017,342265463.0,1091779951.0,261350015.0,34687485174.0,2286970000.0,1409174844.0,24495769466.0,563379640.0,0.0,368019990.0,9079035759.0,0.0,0.0,0.0,0.0,0.0,0.0
2018,706328684.0,1072270640.0,617656702.0,34677405861.0,1374822860.0,787630650.0,21069891833.0,5069488848.0,0.0,0.0,3342403447.0,1749722574.0,0.0,0.0,0.0,0.0,0.0
2019,3472174067.0,1071874123.0,944158798.0,36910277224.0,2443946195.0,201049392.0,17928478300.0,5016855358.0,547571865.0,0.0,3465791173.0,4511248067.0,0.0,0.0,0.0,0.0,0.0
2020,3378739890.0,888127048.0,660424286.0,38688807570.0,2284335676.0,191145690.0,19455678032.0,3507952499.0,366303229.0,0.0,6587401135.0,5539401918.0,0.0,0.0,0.0,0.0,0.0
2021,1089549291.0,817568814.0,767499795.0,38216329797.0,2232060693.0,180239029.0,11980462072.0,8483004434.0,568080244.0,0.0,5113285784.0,5703728211.0,0.0,0.0,0.0,0.0,0.0
2022,2981478582.0,763602431.0,482274582.0,39975967381.0,5935041311.0,2365254280.0,12021877958.0,1327702644.0,569592576.0,0.0,4121251395.0,5106035953.0,0.0,0.0,0.0,0.0,0.0
","year,投入资本回报率
2018,0.39653040843492754
2019,5.857781394012288
2020,6.390341102478417
2021,1.0923431748752217
2022,6.048066390883617
"
872,CN,fundamental,中国海油的投入资本回报率在2020到2024年的最大值是？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,29.8691,medium,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2019,85649273000.0,3069922600.0,24603814000.0,448226678900.0,1904502600.0,3684189100.0,132467893000.0,13432048000.0,7062273500.0,0.0,50838846900.0,114513323300.0,2935791900.0,0.0,1617403200.0,0.0,0.0
2020,34907123600.0,3553966100.0,9951456200.0,433930656100.0,0.0,11058547800.0,113954836300.0,12512741000.0,6022609600.0,0.0,65830875600.0,61661584200.0,1829479300.0,0.0,3619267600.0,0.0,0.0
2021,95821000000.0,3199000000.0,25514000000.0,481976000000.0,4303000000.0,11290000000.0,101603000000.0,12234000000.0,5712000000.0,0.0,79730000000.0,82440000000.0,2675000000.0,0.0,4483000000.0,0.0,0.0
2022,194770000000.0,3129000000.0,53093000000.0,598383000000.0,4303000000.0,11287000000.0,91858000000.0,20387000000.0,6561000000.0,0.0,121387000000.0,88209000000.0,1075000000.0,0.0,5975000000.0,30000000.0,0.0
2023,172974000000.0,2423000000.0,48884000000.0,667876000000.0,4365000000.0,11296000000.0,76912000000.0,19746000000.0,7858000000.0,0.0,150562000000.0,44304000000.0,886000000.0,0.0,8221000000.0,43000000.0,0.0
2024,189976000000.0,2807000000.0,51994000000.0,749436000000.0,4303000000.0,5786000000.0,55457000000.0,18045000000.0,8296000000.0,0.0,154196000000.0,45771000000.0,18000000.0,0.0,8504000000.0,4000000.0,0.0
","year,投入资本回报率
2020,6.23919462270935
2021,16.284190540419747
2022,29.869094498406636
2023,22.87495019204761
2024,23.013321919703408
"
873,CN,fundamental,对于长江电力的投入资本回报率，其2019-2023年的最小值是多少？（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.5008,medium,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2018,27007106151.64,5922238642.38,4363554880.4,142684553067.03,12700000000.0,26000000000.0,34265894787.06,15297687123.29,0.0,685700683.53,5336881040.54,0.0,0.0,0.0,0.0,0.0,0.0
2019,26627011754.79,5200957545.39,5059564654.6,150015966524.98,21308000000.0,24600000000.0,43794792492.21,2499762842.57,0.0,897073966.87,7323452880.02,0.0,4432380427.04,0.0,1148277903.43,0.0,0.0
2020,32455540794.12,5166955172.6,5949278995.3,178321606475.74,24057628342.5,14447141791.44,37527057075.03,23924325034.79,0.0,1091987201.14,9231213791.79,0.0,3609195163.56,0.0,1139169084.08,0.0,0.0
2021,32409344174.68,4802658407.18,5923900313.19,190288222888.7,12315812640.0,36439373166.26,33978897510.99,17440128682.74,639176461.52,1022278878.81,9929980061.69,0.0,3457356904.37,0.0,1014594368.22,0.0,0.0
2022,29766058660.04,9801292339.97,4664143516.41,256017409137.19,26752360688.1,190246706722.4,37620231630.91,26642382136.83,620996116.15,0.0,10638044864.92,0.0,3312302551.08,0.0,1034000503.9,0.0,0.0
2023,32424047365.38,12742363848.41,4456576598.1,212540605816.5,53985432819.58,187007685859.59,25835606999.89,48070386122.18,592017629.31,0.0,7823650159.5,0.0,3270244969.53,0.0,1052752691.2,21113693.72,0.0
","year,投入资本回报率
2019,11.294484847557593
2020,12.399508975455268
2021,11.198517958341208
2022,8.335208356538502
2023,7.500808683199817
"
874,CN,fundamental,计算上汽集团在2018-2022年的投入资本回报率的最大值。（单位：%；投入资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.6176,medium,profitability,ROIC = NOPAT / 平均投入资本 * 100%；NOPAT = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额)；投入资本 = 股东权益 + 有息负债（短期借款 + 长期借款 + 应付债券 + 一年内到期非流动负债 + 租赁负债 + 应付利息）- 金融资产（货币资金 + 交易性金融资产 + 其他权益工具投资 + 其他债权投资 + 债权投资 + 衍生金融资产 + 买入返售金融资产）,"year,利润总额,财务费用——利息费用,所得税费用,股东权益合计,短期借款,长期借款,应付债券,一年内到期的非流动负债,租赁负债,应付利息,货币资金,交易性金融资产,其他权益工具投资,其他债权投资,债权投资,衍生金融资产,买入返售金融资产
2017,54261012599.34,1394188937.34,7144915087.15,272105816798.32,15717398963.92,6894020462.22,7071853349.24,16936763752.55,0.0,610559018.57,121611119762.58,4795191451.72,0.0,0.0,0.0,0.0,630960113.64
2018,54343849830.93,1863096729.92,5939186429.07,284720225477.97,16726440287.46,19157930619.58,13374792430.97,14613907051.5,0.0,962428254.89,123771376378.5,26561958372.83,0.0,0.0,0.0,0.0,664270025.14
2019,40957792203.69,2025928206.43,5668885296.06,300839624341.71,25587986199.99,19136965849.72,16161761950.51,26838165703.07,0.0,104301970.97,127826836682.25,49796599024.47,18281876133.32,610824643.23,391919940.49,0.0,13542369331.38
2020,35891624675.43,2179748060.66,6703573806.26,310041311883.58,23628641424.02,23608251949.74,23492143054.46,23426546440.17,0.0,82815028.04,142564970359.58,54800863245.58,20698468429.89,4640259677.07,408000000.0,0.0,9279407143.96
2021,41557659388.79,2106125643.96,7615900531.24,328770730555.1,27849482034.01,26911400207.33,19397207883.47,25697132489.5,8345840696.76,136379101.06,138525924732.66,53883499373.59,22543932882.53,34252527.1,399394000.0,0.0,5881850702.79
2022,28071080464.14,2706128980.08,5228427640.03,336300236944.68,38337475598.51,34555464051.99,15122421304.69,39543710127.34,10746800774.69,71057893.27,155156629467.12,45230022623.99,17194589995.63,843316530.0,24039000000.0,0.0,4619815075.3
","year,投入资本回报率
2018,25.617609895717713
2019,19.658567092932085
2020,17.686455470302647
2021,18.395370043413237
2022,11.295839849168491
"
875,CN,fundamental,中国石油2020-2022年的存货周转天数的最小值是？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,22.4954,medium,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2019,2002403000000.0,181921000000.0
2020,1546604000000.0,128539000000.0
2021,2071504000000.0,143848000000.0
2022,2527935000000.0,167751000000.0
","year,存货周转天数
2020,36.63442613623138
2021,23.997360130610417
2022,22.495363804844665
"
876,CN,fundamental,2018至2022年间，山金国际存货周转天数的平均值是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,67.5207,medium,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2017,1229253989.81,428674370.33
2018,3394136966.06,664976474.85
2019,3594022517.54,1064917555.82
2020,5747473473.73,1026982033.15
2021,6771001162.75,1028330998.21
2022,6301963158.77,1359012390.21
","year,存货周转天数
2018,58.804721565800754
2019,87.84187051041795
2020,66.4242604567016
2021,55.39721810812061
2022,69.13562605968752
"
877,CN,fundamental,东鹏饮料的存货周转天数在2020到2024年的最大值是？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.1695,medium,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2019,2241719259.55,214228141.42
2020,2783879604.64,272701291.47
2021,3881564792.57,340036039.63
2022,4905461328.73,394219877.51
2023,6411653760.11,568601205.75
2024,8741561002.65,1068083706.94
","year,存货周转天数
2020,31.92114391524364
2021,28.80914499734796
2022,27.31684053714524
2023,27.405542200072794
2024,34.16952606924276
"
878,CN,fundamental,对于上汽集团的存货周转天数，其2019-2021年的最大值是多少？（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.3472,medium,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2018,769985822499.66,58942623891.76
2019,726100213388.33,54398633356.34
2020,657765544632.29,69395466035.32
2021,686742792553.92,56635907090.04
","year,存货周转天数
2019,28.4874994751113
2020,34.3472280105638
2021,33.49248924745328
"
879,CN,fundamental,计算华润三九在2017-2021年的存货周转天数的最小值。（存货用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,93.8695,medium,operational efficiency,平均存货 / 营业成本 * 365,"year,营业成本,存货
2016,3362266251.05,904794780.95
2017,3907741538.86,1105164703.74
2018,4160362392.71,1533418471.07
2019,4887110997.41,1457870502.73
2020,5119615428.91,1761595569.08
2021,6354125533.89,2368971675.92
","year,存货周转天数
2017,93.8694645764459
2018,115.74506832544361
2019,111.70407997850134
2020,114.76497917938708
2021,118.6360763872107
"
880,CN,fundamental,澜起科技2020-2024年的应收账款周转天数的最小值是？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.5124,medium,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2019,1737734714.98,131864815.09
2020,1823665555.45,87452560.75
2021,2562017472.42,172433036.57
2022,3672258476.69,322378580.41
2023,2285738498.23,294253723.4
2024,3638911068.29,387791885.96
","year,应收账款周转天数
2020,21.94778585973978
2021,18.51241141852946
2022,24.59062200334138
2023,49.233713975797606
2024,34.20620107836067
"
881,CN,fundamental,2020至2024年间，大全能源应收账款周转天数的最大值是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,86.7808,medium,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2019,2426085064.63,1161385370.17
2020,4664256098.09,1056522037.41
2021,10831866667.19,3039078655.86
2022,30940306443.79,1204342441.85
2023,16329081480.55,11709286.87
2024,7410518431.16,133625.0
","year,应收账款周转天数
2020,86.78084851496499
2021,69.00446151038872
2022,25.02962767156138
2023,13.591054754411386
2024,0.29165724859234676
"
882,CN,fundamental,TCL中环的应收账款周转天数在2020到2024年的最大值是？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,65.606,medium,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2019,16886971336.01,3370718436.09
2020,19056776100.59,2479599416.71
2021,41104685048.73,3192200492.21
2022,67010157024.98,3931901004.79
2023,59146463192.95,5416144315.82
2024,28418504235.63,4799885316.35
","year,应收账款周转天数
2020,56.02642348843803
2021,25.182129048082345
2022,19.402260506833784
2023,28.843960888174887
2024,65.60603585650655
"
883,CN,fundamental,对于龙芯中科的应收账款周转天数，其2023-2025年的最小值是多少？（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,288.1387,medium,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2022,738657855.87,676863107.4
2023,505694383.12,535327420.67
2024,504257187.54,509348666.2
2025,635320567.72,493722395.48
","year,应收账款周转天数
2023,437.46732959119873
2024,378.0875921350184
2025,288.1387413814672
"
884,CN,fundamental,计算国轩高科在2021-2025年的应收账款周转天数的最大值。（使用应收票据及应收账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,244.9067,medium,operational efficiency,平均应收票据及应收账款 / 营业收入 * 365,"year,营业收入,应收票据及应收账款
2020,6724233230.56,7013992125.93
2021,10356081191.76,6883399620.03
2022,23051701484.6,8736666823.74
2023,31605490020.32,13039974523.1
2024,35391817095.44,16834245582.61
2025,45070461822.87,19541102285.58
","year,应收账款周转天数
2021,244.90673128902574
2022,123.66384875721424
2023,125.74514880937326
2024,154.04818448823116
2025,147.29161223229613
"
885,CN,fundamental,云南白药2020-2024年的应付账款周转天数的平均值是？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,87.2857,medium,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2019,21191364351.4,6243933267.95
2020,23655878134.56,6315578513.7
2021,26498435121.98,6437561501.8
2022,26883485305.46,6631169233.41
2023,28744517640.29,6210495955.98
2024,28864766205.1,6672055088.28
","year,应付账款周转天数
2020,96.89392577663268
2021,87.83341514752965
2022,88.7177883401683
2023,81.53220472827633
2024,81.45105173801994
"
886,CN,fundamental,2020至2022年间，阳光电源应付账款周转天数的最大值是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,290.3703,medium,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2019,9906843318.02,9338066084.28
2020,14836768931.09,12091968931.65
2021,18765234741.08,17764837612.04
2022,30375806550.32,25925989201.23
","year,应付账款周转天数
2020,263.60061335267426
2021,290.3703188052858
2022,262.49758603818134
"
887,CN,fundamental,华能水电的应付账款周转天数在2017到2021年的最小值是？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.9062,medium,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2016,6427994554.17,237306134.4
2017,6740372964.64,173407847.13
2018,7615809533.75,130439743.03
2019,9134849012.27,109052493.5
2020,9016904541.6,83942393.84
2021,10408608957.03,295774107.07
","year,应付账款周转天数
2017,11.120349277768536
2018,7.281193805919083
2019,4.784680415408833
2020,3.9061705463391907
2021,6.657783158360539
"
888,CN,fundamental,对于纳思达的应付账款周转天数，其2020-2022年的最小值是多少？（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,93.6097,medium,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2019,15017780128.69,4352679726.92
2020,14258337906.68,3416162460.55
2021,15015705643.77,4308739103.09
2022,17422656594.98,4627858220.25
","year,应付账款周转天数
2020,99.43751568329941
2021,93.88799759465331
2022,93.60966294769712
"
889,CN,fundamental,计算汇川技术在2023-2025年的应付账款周转天数的最小值。（使用应付票据及应付账款，用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,191.878,medium,operational efficiency,平均应付票据及应付账款 / 营业成本 * 365,"year,营业成本,应付票据及应付账款
2022,14953209039.99,9330073513.08
2023,20583517306.08,12311160058.17
2024,26409403681.63,16998335109.43
2025,32044938847.24,21683169421.23
","year,应付账款周转天数
2023,191.8780482472015
2024,202.54084236698137
2025,220.29608514773207
"
890,CN,fundamental,海天味业2022-2024年的营业周期的最小值是？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,52.9123,medium,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2021,15336858254.4,2226818960.68,25004031043.49,56045139.23
2022,16471824416.06,2391641182.47,25609651543.29,188395321.48
2023,16028535574.92,2618773147.0,24559312356.59,223149082.18
2024,16956814477.84,2525279032.45,26904508894.01,242631796.36
","year,营业周期
2022,52.91228370022073
2023,60.106476600478686
2024,58.52306248730092
"
891,CN,fundamental,2018至2020年间，美的集团营业周期的最大值是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,99.7116,medium,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2017,180460552000.0,29444166000.0,240712301000.0,28382943000.0
2018,188164557000.0,29645018000.0,259664820000.0,31946468000.0
2019,197913928000.0,32443399000.0,278216017000.0,23432339000.0
2020,216798413000.0,31076529000.0,284221249000.0,28282873000.0
","year,营业周期
2018,99.7116146893055
2019,93.5794135182001
2020,86.6774276179505
"
892,CN,fundamental,康龙化成的营业周期在2023到2025年的最大值是？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,117.9325,medium,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2022,6497890211.79,1041461328.57,10266288179.53,1881882496.4
2023,7413512033.14,1013079365.83,11537996314.78,2242153239.78
2024,8072643718.49,1116665159.58,12275774875.03,2413629026.39
2025,9185448198.69,1472304694.15,14095078734.95,2721912774.12
","year,营业周期
2023,115.80819320117459
2024,117.36361317068685
2025,117.9325170611238
"
893,CN,fundamental,对于士兰微的营业周期，其2020-2024年的平均值是多少？（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,240.0908,medium,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2019,2504805451.16,1421591855.7,3110573827.93,938393433.35
2020,3330862165.54,1387913442.68,4280561779.48,1309921908.91
2021,4806451224.77,1912945675.71,7194148249.93,1814213674.72
2022,5843247715.36,3071792623.2,8282201633.03,2143661805.78
2023,7264794969.37,3732034122.17,9339537962.75,2446100013.62
2024,9078706149.73,3898943000.18,11220869038.95,3036714245.95
","year,营业周期
2020,249.7905391844594
2021,204.58553711171783
2022,242.89908454653985
2023,260.60656191691896
2024,242.57211620769232
"
894,CN,fundamental,计算中油资本在2019-2023年的营业周期的最大值。（计算应收账款周转天数时，使用应收票据及应收账款；存货和应收票据及应收账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.2717,medium,operational efficiency,存货周转天数 + 应收账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款
2018,463251674.69,0.0,627329984.72,33601800.03
2019,570704960.16,0.0,794507497.3,32883070.91
2020,526678971.44,0.0,819256875.23,20000700.44
2021,499228029.1,0.0,738524708.15,16968826.44
2022,550950598.63,0.0,745101737.06,32643675.53
2023,585697382.43,0.0,770342135.1,23983023.46
","year,营业周期
2019,15.271711076086282
2020,11.780539856519942
2021,9.135697940968072
2022,12.15173869443804
2023,13.41530223364125
"
895,CN,fundamental,海大集团2019-2023年的现金周转期的平均值是？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.4585,medium,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2018,37615586184.77,4843780132.17,42156628800.11,1106645567.06,1512857075.94
2019,42223411917.1,4463319035.43,47612587464.5,1032473833.88,1917055340.85
2020,53291779659.43,7255350539.93,60323862405.94,1085135693.3,2060550537.54
2021,78792870336.77,8970187858.27,86091961539.13,1303231224.49,4458795316.62
2022,95003580100.23,12625081651.36,104715417485.92,1958909485.09,8843387954.58
2023,106280618465.68,9935863743.13,116117168742.97,2069035180.36,10640909381.03
","year,现金周转期
2019,33.60193809229886
2020,32.91608880535344
2021,27.544400357573963
2022,21.616174995349066
2023,11.6137467045247
"
896,CN,fundamental,2017至2019年间，新希望现金周转期的最小值是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.4805,medium,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2016,56027485134.96,4281734018.54,60879523157.4,533861673.93,2984442097.83
2017,57468202720.11,5111365550.39,62566848592.71,558632435.33,3326458699.42
2018,63033328796.12,5394870914.2,69063225293.92,631689339.61,4300927958.83
2019,72150061066.97,9307812126.89,82050539486.67,958141417.72,5512731289.21
","year,现金周转期
2017,12.974718038539223
2018,11.48054837130482
2019,15.902706515057869
"
897,CN,fundamental,恒立液压的现金周转期在2018到2022年的平均值是？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,103.5631,medium,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2017,1877957513.26,820841073.75,2795211617.28,990379999.79,509165274.85
2018,2670710768.11,1049682737.14,4210975401.85,1328319763.41,691041150.12
2019,3369400383.4,997224172.42,5414021975.86,1051770755.73,791321142.39
2020,4391049320.56,1217028164.13,7855038369.93,1764518515.59,1130664225.67
2021,5211940603.42,1606653422.76,9309218098.53,1507948966.13,1188012759.68
2022,4872676485.9,1765545027.07,8196713892.3,1592561625.52,1322800524.7
","year,现金周转期
2018,146.29580525645073
2019,110.80787514239556
2020,77.57939164498781
2021,81.83730063167484
2022,101.295034222242
"
898,CN,fundamental,对于润泽科技的现金周转期，其2023-2025年的最小值是多少？（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-126.9547,medium,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2022,1272888905.93,1533233.13,2714740688.79,375099485.56,1098431549.52
2023,2237512682.12,769647362.89,4350788339.36,1064149033.24,1969430129.81
2024,2229132907.34,1770105777.7,4364829477.47,1098084479.19,1738269218.64
2025,3061242889.57,43589789.57,5673679683.8,1731714755.91,2829863682.05
","year,现金周转期
2023,-126.95467416177904
2024,-5.214028791582109
2025,-73.18585404359908
"
899,CN,fundamental,计算宁德时代在2021-2025年的现金周转期的最小值。（计算应收账款周转天数时，使用应收票据及应收账款；计算应付账款周转天数时，使用应付票据及应付账款；存货、应收票据及应收账款和应付票据及应付账款都用期初期末平均值；一年按365天计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-126.3517,medium,operational efficiency,存货周转天数 + 应收账款周转天数 - 应付账款周转天数,"year,营业成本,存货,营业收入,应收票据及应收账款,应付票据及应付账款
2020,36349153600.0,13224641000.0,50319487700.0,21170680000.0,31271433800.0
2021,96093722300.0,40199691900.0,130355796400.0,25217376200.0,107190037600.0
2022,262049609200.0,76668898800.0,328593987500.0,61492600600.0,220764444200.0
2023,323982130000.0,45433890000.0,400917045000.0,65772258000.0,194553715000.0
2024,273518959000.0,59835533000.0,362012554000.0,64265913000.0,198333731000.0
2025,312383297000.0,94526239000.0,423701834000.0,77783280000.0,263605961000.0
","year,现金周转期
2021,-96.55752433431715
2022,-98.84875336295786
2023,-107.23722544091328
2024,-126.35167137743088
2025,-118.50812826502869
"
900,CN,fundamental,晶盛机电2017-2021年的存货周转率的最大值是？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7272,medium,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2016,667221498.95,346621090.55
2017,1201368603.66,1044510783.51
2018,1533912065.02,1451345326.94
2019,2004333958.01,1389164665.71
2020,2415788304.32,2580364786.45
2021,3593119836.91,6050838940.64
","year,存货周转率
2017,1.7271814787103135
2018,1.2291670650384068
2019,1.4112493624006544
2020,1.2171660814888077
2021,0.8325883504829322
"
901,CN,fundamental,2019至2023年间，上汽集团存货周转率的最大值是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.8126,medium,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2018,769985822499.66,58942623891.76
2019,726100213388.33,54398633356.34
2020,657765544632.29,69395466035.32
2021,686742792553.92,56635907090.04
2022,651700777153.06,88535001044.3
2023,657301172463.53,98603705752.11
","year,存货周转率
2019,12.81263735762031
2020,10.626767315480041
2021,10.897965729070261
2022,8.978393612444462
2023,7.0247484736400825
"
902,CN,fundamental,同仁堂的存货周转率在2022到2024年的最小值是？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0385,medium,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2021,7648481567.87,6169091993.17
2022,7870132037.3,6694368428.37
2023,9414070490.87,9340164542.46
2024,10421121147.37,10729860618.04
","year,存货周转率
2022,1.2236415053792804
2023,1.1742244701477824
2024,1.0384761418117108
"
903,CN,fundamental,对于浪潮信息的存货周转率，其2019-2021年的平均值是多少？（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.895,medium,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2018,41767056951.49,8216716657.16
2019,45468314028.26,8567621303.4
2020,55660508811.34,10943256465.72
2021,59379318169.68,22402228567.57
","year,存货周转率
2019,5.417945484069957
2020,5.7055873620851925
2021,3.561460756105331
"
904,CN,fundamental,计算润泽科技在2018-2020年的存货周转率的平均值。（存货用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8561,medium,operational efficiency,营业成本 / 平均存货,"year,营业成本,存货
2017,509400013.75,439732695.11
2018,476827327.86,493689907.82
2019,481445071.38,587166466.67
2020,385218888.5,587865855.28
","year,存货周转率
2018,1.0216751262788064
2019,0.890858550206856
2020,0.6556736888066503
"
905,CN,fundamental,中国中铁2020-2024年的应收账款周转率的平均值是？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.292,medium,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2019,848440346000.0,107003903000.0
2020,971404889000.0,113414187000.0
2021,1070417452000.0,127070031000.0
2022,1151501114000.0,124569121000.0
2023,1260841083000.0,158728945000.0
2024,1157439041000.0,248060354000.0
","year,应收账款周转率
2020,8.81420294495792
2021,8.902184608222399
2022,9.152002817113292
2023,8.901162657425271
2024,5.690607121894817
"
906,CN,fundamental,2017至2019年间，上海医药应收账款周转率的最大值是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.2646,medium,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2016,120764660339.93,28879288210.0
2017,130847181884.59,32485357133.37
2018,159084396948.33,42439170565.53
2019,186565796464.05,47613923081.91
","year,应收账款周转率
2017,4.264578770150982
2018,4.246523850978258
2019,4.143462237831818
"
907,CN,fundamental,中国动力的应收账款周转率在2018到2020年的最小值是？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9494,medium,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2017,27512638049.02,12981459011.58
2018,29661528137.69,16923926408.57
2019,29691241619.67,13538097771.45
2020,27014189410.93,14028622051.99
","year,应收账款周转率
2018,1.9836914135006805
2019,1.9493938711495373
2020,1.959913227540392
"
908,CN,fundamental,对于三环集团的应收账款周转率，其2019-2021年的最大值是多少？（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.8182,medium,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2018,3750072862.64,1546611646.68
2019,2726451719.14,874651680.89
2020,3993974641.28,1217398131.01
2021,6218042006.78,2139811009.17
","year,应收账款周转率
2019,2.2520902110026086
2020,3.818240482192603
2021,3.7042923137321213
"
909,CN,fundamental,计算万泰生物在2018-2022年的应收账款周转率的平均值。（使用应收票据及应收账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.5311,medium,operational efficiency,营业收入 / 平均应收票据及应收账款,"year,营业收入,应收票据及应收账款
2017,949524531.26,195368890.48
2018,982686707.83,192822657.24
2019,1183754229.77,261393436.05
2020,2354256829.93,698622943.0
2021,5750329074.69,2268002235.21
2022,11185188715.34,3947567482.55
","year,应收账款周转率
2018,5.062895952277691
2019,5.212295412942214
2020,4.904618048828904
2021,3.876680557373027
2022,3.599087203021826
"
910,CN,fundamental,爱尔眼科2017-2019年的应付账款周转率的平均值是？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2594,medium,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2016,2155808524.32,420413985.11
2017,3203073078.98,710619969.03
2018,4244808442.05,942611978.67
2019,5064552673.84,1091675823.28
","year,应付账款周转率
2017,5.6639733356466895
2018,5.135163820122687
2019,4.979189934664397
"
911,CN,fundamental,2018至2022年间，五粮液应付账款周转率的最大值是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.7865,medium,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2017,8450087271.36,3767584112.15
2018,10486782934.27,3566293179.83
2019,12802259947.34,3677158401.17
2020,14811961478.65,4146504038.55
2021,16318778588.82,6275601632.82
2022,18178425659.64,8134773086.11
","year,应付账款周转率
2018,2.859819578857115
2019,3.5348507004370906
2020,3.7864520850109944
2021,3.1315703569670053
2022,2.522963630607072
"
912,CN,fundamental,中航成飞的应付账款周转率在2023到2025年的最大值是？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0836,medium,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2022,1214672051.59,747231065.26
2023,1138811873.05,747581545.96
2024,58026714685.2,54949613833.24
2025,68984052885.87,67367217878.42
","year,应付账款周转率
2023,1.523685128827689
2024,2.0836494293883225
2025,1.1279568301521663
"
913,CN,fundamental,对于华能国际的应付账款周转率，其2017-2021年的最大值是多少？（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.9323,medium,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2016,108075195240.0,15154285002.0
2017,135661915334.0,15653690854.0
2018,150659436086.0,14683707047.0
2019,148251680605.0,15861954550.0
2020,139881388454.0,15777784395.0
2021,205542199513.0,25774238211.0
","year,应付账款周转率
2017,8.806934669651735
2018,9.932258302287282
2019,9.706889479818
2020,8.842132907427501
2021,9.893246423259322
"
914,CN,fundamental,计算大秦铁路在2019-2021年的应付账款周转率的最小值。（使用应付票据及应付账款，用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.3811,medium,operational efficiency,营业成本 / 平均应付票据及应付账款,"year,营业成本,应付票据及应付账款
2018,58902291578.0,5648014389.0
2019,61704290689.0,3236504669.0
2020,58529021273.0,3261297585.0
2021,61508590683.0,5932051774.0
","year,应付账款周转率
2019,13.890293956528536
2020,18.015020767050878
2021,13.381105901906148
"
915,CN,fundamental,科伦药业2018-2020年的总资产周转率的平均值是？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5563,medium,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2017,11434948841.0,27988160462.0
2018,16351790239.0,29360882983.0
2019,17636267044.0,31485373711.0
2020,16464201277.0,31983345963.0
","year,总资产周转率
2018,0.5702550297872715
2019,0.5796993275262272
2020,0.5188130897099086
"
916,CN,fundamental,2019至2023年间，中远海能总资产周转率的最小值是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2026,medium,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2018,12286002132.16,63416267446.09
2019,13880075062.56,65841861904.73
2020,16384757725.42,65959856524.45
2021,12698667710.66,59388937772.69
2022,18657843200.85,68250453937.9
2023,22733056873.94,73429796776.61
","year,总资产周转率
2019,0.21476521642809843
2020,0.24862737634523174
2021,0.2026133204051048
2022,0.2923524305592878
2023,0.3209065026253771
"
917,CN,fundamental,青岛啤酒的总资产周转率在2021到2025年的最小值是？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6272,medium,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2020,27759710926.0,41514185835.0
2021,30166805377.0,46563004491.0
2022,32171565624.0,50311699796.0
2023,33936522741.0,49256011349.0
2024,32137830111.0,51420385832.0
2025,32473493664.0,52131585698.0
","year,总资产周转率
2021,0.6850083492750766
2022,0.6641891887213168
2023,0.6816772696839118
2024,0.6384382240699643
2025,0.6271921854156512
"
918,CN,fundamental,对于中国人寿的总资产周转率，其2022-2024年的平均值是多少？（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1074,medium,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2021,858508000000.0,4892480000000.0
2022,826055000000.0,5251984000000.0
2023,405040000000.0,5653727000000.0
2024,528567000000.0,6769546000000.0
","year,总资产周转率
2022,0.16285828408479738
2023,0.07428034724191757
2024,0.08509303466163869
"
919,CN,fundamental,计算恒立液压在2021-2025年的总资产周转率的平均值。（总资产按期初期末平均值计算）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5886,medium,operational efficiency,营业收入 / 平均总资产,"year,营业收入,资产合计
2020,7855038369.93,10620327083.83
2021,9309218098.53,12332043327.93
2022,8196713892.3,16201076162.33
2023,8984640412.62,17895562755.83
2024,9389689159.97,19638650656.83
2025,10941028858.98,21670965419.64
","year,总资产周转率
2021,0.8111770533086446
2022,0.574540326380928
2023,0.5270103269818038
2024,0.5003269447390593
2025,0.529708571424464
"
920,CN,fundamental,中国交建2023-2025年的固定资产周转率的平均值是？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.1916,medium,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2022,721887459619.0,50500975200.0
2023,758718749687.0,63685043101.0
2024,771944258710.0,64741212538.0
2025,731108751343.0,65071759598.0
","year,固定资产周转率
2023,13.289170792994634
2024,12.021595660001145
2025,11.264032235192117
"
921,CN,fundamental,2019至2023年间，盛美上海固定资产周转率的最大值是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,49.8706,medium,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2018,550269055.81,16384814.69
2019,756732956.8,13963028.87
2020,1007471809.8,28114683.89
2021,1620869141.67,38941564.73
2022,2873045516.26,300416541.46
2023,3888342742.05,661811732.32
","year,固定资产周转率
2019,49.87062459999052
2020,47.88624398604313
2021,48.34356752806969
2022,16.93223449715645
2023,8.081954870802342
"
922,CN,fundamental,恒生电子的固定资产周转率在2018到2020年的最大值是？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.6682,medium,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2017,2666121404.34,319153245.91
2018,3262879215.76,292546355.04
2019,3871840010.31,490427136.51
2020,4172645156.56,472506719.88
","year,固定资产周转率
2018,10.668240458854594
2019,9.890092198766983
2020,8.666524972344575
"
923,CN,fundamental,对于昆仑万维的固定资产周转率，其2017-2019年的最小值是多少？（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,140.5427,medium,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2016,2424670626.82,25949831.32
2017,3436369668.04,22951588.41
2018,3577178500.67,21635409.01
2019,3687883695.82,14774126.29
","year,固定资产周转率
2017,140.542736264643
2018,160.4583716177944
2019,202.57790523462134
"
924,CN,fundamental,计算拓普集团在2017-2019年的固定资产周转率的平均值。（固定资产用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.411,medium,operational efficiency,营业收入 / 平均固定资产合计,"year,营业收入,固定资产合计
2016,3937723916.66,1332517173.33
2017,5090219715.78,1949363270.88
2018,5984017661.79,2772566637.01
2019,5358953813.6,3941027638.25
","year,固定资产周转率
2017,3.1020141058217585
2018,2.534564374533024
2019,1.596448517405369
"
925,CN,fundamental,天齐锂业2022-2024年的营运资本周转率的平均值是？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6986,medium,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2021,7663320941.87,6470437993.99,13760228502.0
2022,40448883981.77,25989778758.23,7555105928.79
2023,40503462071.46,19629040462.42,6659867085.43
2024,13063477016.39,12850243193.46,5041272420.75
","year,营运资本周转率
2022,7.258736847134337
2023,2.5795223811258405
2024,1.257424813522493
"
926,CN,fundamental,2020至2024年间，龙芯中科营运资本周转率的最大值是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.273,medium,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2019,485629263.56,993718385.13,196100880.96
2020,1082320993.24,1248352471.38,345511099.87
2021,1201253983.94,1364706894.89,365438348.13
2022,738657855.87,3641542232.15,349323550.58
2023,505694383.12,3267446188.98,442712380.85
2024,504257187.54,2601184867.17,385356001.17
","year,营运资本周转率
2020,1.2729752053629506
2021,1.263075253855529
2022,0.3442432968197103
2023,0.16534193586479898
2024,0.20007972130890514
"
927,CN,fundamental,阳光电源的营运资本周转率在2018到2022年的平均值是？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.3905,medium,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2017,8886060068.67,13171977300.28,7878823123.69
2018,10368931999.29,14465023175.15,9248083532.56
2019,13003331783.65,18429304933.35,12192885032.29
2020,19285641347.02,23253041619.3,15027391680.38
2021,24136598726.55,36307432821.53,23507362032.35
2022,40257239155.34,51993725437.4,35468598131.24
","year,营运资本周转率
2018,1.973137857317241
2019,2.2706580953986277
2020,2.667065165693692
2021,2.295911663498169
2022,2.745573211438062
"
928,CN,fundamental,对于中金黄金的营运资本周转率，其2018-2022年的最小值是多少？（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-940.9188,medium,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2017,32928245496.39,15337437298.31,15909600351.59
2018,34452379533.63,15139127158.25,14640195462.62
2019,42541410266.5,17700967114.12,18898017724.74
2020,47995317805.91,19083216107.38,15042926515.25
2021,56102498949.46,20996857584.53,15383802088.04
2022,57151533876.45,23160198843.58,18011225280.13
","year,营运资本周转率
2018,-940.9187713899847
2019,-121.87439518698373
2020,33.76101560089083
2021,11.62343176058159
2022,10.62095884672674
"
929,CN,fundamental,计算蓝思科技在2020-2024年的营运资本周转率的平均值。（净营运资本用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.7781,medium,operational efficiency,营业收入 / 平均净营运资本；净营运资本 = 流动资产合计 - 流动负债合计,"year,营业收入,流动资产合计,流动负债合计
2019,30257760248.61,16630406049.32,19008008084.23
2020,36939133598.93,35418511945.11,27048355993.38
2021,45268146208.65,29217041298.42,20074479856.28
2022,46698545632.87,28611319293.45,22167059734.45
2023,54490733538.84,28080678412.57,19056315253.87
2024,69896776437.83,30772780617.37,23065159887.59
","year,营运资本周转率
2020,12.328344179014769
2021,5.169745527269831
2022,5.992055163712284
2023,7.045324529958168
2024,8.35487015809931
"
930,CN,fundamental,中国铝业2018-2020年的流动比率的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7432,medium,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2018,58901463000.0,74836777000.0
2019,48701467000.0,69203103000.0
2020,46268649000.0,62633005000.0
","year,流动比率
2018,0.7870657364092524
2019,0.7037468681137029
2020,0.7387263153029301
"
931,CN,fundamental,2020至2024年间，兖矿能源流动比率的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5689,medium,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2020,58072036000.0,102081084000.0
2021,89528914000.0,95722443000.0
2022,126309871000.0,131332781000.0
2023,96304178000.0,123141890000.0
2024,102288947000.0,134728288000.0
","year,流动比率
2020,0.5688814589782374
2021,0.9352970023968151
2022,0.9617543315404248
2023,0.7820586317133836
2024,0.7592239797480392
"
932,CN,fundamental,中国中冶的流动比率在2018到2022年的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1732,medium,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2018,339420571000.0,296985847000.0
2019,347435959000.0,305923537000.0
2020,389253555000.0,331791251000.0
2021,412315644000.0,358889666000.0
2022,438205660000.0,385844649000.0
","year,流动比率
2018,1.1428846674973034
2019,1.1356954172506184
2020,1.1731881230346246
2021,1.1488646318392461
2022,1.1357049038666336
"
933,CN,fundamental,对于中国电建的流动比率，其2022-2024年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8412,medium,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2022,415740552220.66,472523811954.15
2023,458239613945.38,544773111571.9
2024,532896988604.23,603809194430.34
","year,流动比率
2022,0.8798298449793259
2023,0.8411568122794563
2024,0.88255858559257
"
934,CN,fundamental,计算山西焦煤在2021-2023年的流动比率的最小值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6269,medium,solvency,流动资产合计 / 流动负债合计,"year,流动资产合计,流动负债合计
2021,21435786478.31,34192571847.49
2022,26846958036.57,29306381657.49
2023,26756899335.87,24849624766.84
","year,流动比率
2021,0.6269135464252465
2022,0.9160789056232251
2023,1.0767526506708107
"
935,CN,fundamental,山西汾酒2018-2020年的速动比率的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.977,medium,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2018,9465617992.82,5591449398.41,3324023366.68
2019,13271387753.42,8772398180.3,5809263880.54
2020,15807956206.07,9629334958.82,6353550235.1
","year,速动比率
2018,1.0983904509421905
2019,0.8506367038420057
2020,0.9818337415202517
"
936,CN,fundamental,2021至2025年间，圆通速递速动比率的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0118,medium,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2021,12636926553.81,10137409269.19,73177887.93
2022,14136031871.03,11268260519.85,81871849.07
2023,14629043838.23,12590384136.95,139464809.8
2024,15238484896.0,13754946715.12,178380915.51
2025,15893391841.15,15366662691.17,344844989.09
","year,速动比率
2021,1.2393451159226867
2022,1.247234211278875
2023,1.1508448726283325
2024,1.094886391957834
2025,1.0118362825126963
"
937,CN,fundamental,赛轮轮胎的速动比率在2018到2022年的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.544,medium,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2018,6859289432.08,8434069053.96,2271037105.7
2019,8470546801.36,8466725670.13,2229460621.15
2020,10305991626.39,10866939288.64,2656272064.12
2021,12472181706.54,11841340708.43,4307719810.46
2022,12817534171.15,11304734859.82,4115430027.55
","year,速动比率
2018,0.5440140811066403
2019,0.737131026014945
2020,0.7039442624168156
2021,0.6894879639995172
2022,0.7697751651416049
"
938,CN,fundamental,对于山西焦煤的速动比率，其2016-2020年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3812,medium,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2016,14201319662.72,22068739203.49,3185059803.33
2017,16525183471.54,23815361941.67,3294234555.18
2018,16783518706.59,23523979046.96,3213285963.49
2019,17140232715.42,25558092809.32,2971176409.46
2020,15133292028.51,32559702578.21,2721048980.86
","year,速动比率
2016,0.49917939388435306
2017,0.5555636294239839
2018,0.5768680849447398
2019,0.5543862921099152
2020,0.3812148780485689
"
939,CN,fundamental,计算三六零在2016-2020年的速动比率的最小值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6803,medium,solvency,(流动资产合计 - 存货) / 流动负债合计,"year,流动资产合计,流动负债合计,存货
2016,5683487000.0,8282922000.0,48231000.0
2017,13304783000.0,4369092000.0,103620000.0
2018,18299834000.0,4882849000.0,123416000.0
2019,22931251000.0,4863843000.0,278103000.0
2020,30442063000.0,7237698000.0,406581000.0
","year,速动比率
2016,0.680346380178396
2017,3.021488904330694
2018,3.7225025799487144
2019,4.657458721426658
2020,4.149866711763878
"
940,CN,fundamental,红塔证券2022-2024年的资产负债率的最小值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,49.8537,medium,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2022,23004574969.57,46144136738.79
2023,23663020983.85,47000455541.83
2024,34412245797.6,59070725888.07
","year,资产负债率
2022,49.853733530205446
2023,50.34636518105684
2024,58.256006304723506
"
941,CN,fundamental,2021至2025年间，中国海油资产负债率的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,38.7243,medium,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2021,304593000000.0,786569000000.0
2022,330648000000.0,929031000000.0
2023,337722000000.0,1005598000000.0
2024,306845000000.0,1056281000000.0
2025,293375000000.0,1098559000000.0
","year,资产负债率
2021,38.724256867483966
2022,35.5906315289802
2023,33.584195672624645
2024,29.049561622333453
2025,26.705438670112393
"
942,CN,fundamental,双汇发展的资产负债率在2018到2020年的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,40.2257,medium,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2018,9159341367.5,22864524601.32
2019,11517949718.79,28633340531.12
2020,10571162795.18,34703881761.96
","year,资产负债率
2018,40.05918131781851
2019,40.225658289055644
2020,30.46103853075992
"
943,CN,fundamental,对于海尔智家的资产负债率，其2018-2020年的复合年均增长率是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.2095,medium,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2018,112283724133.23,168091571652.14
2019,122464376015.24,187454236283.17
2020,135366059017.75,203498169276.71
","year,资产负债率
2018,66.79913991499673
2019,65.33027924225956
2020,66.51954634229843
"
944,CN,fundamental,计算公牛集团在2020-2024年的资产负债率的复合年均增长率。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-3.9977,medium,solvency,负债合计 / 资产合计 * 100%,"year,负债合计,资产合计
2020,3300149005.29,12437541574.38
2021,4718153089.99,15473904666.62
2022,4236646437.94,16651920835.06
2023,5301794179.2,19762205724.93
2024,4619054119.92,20494034490.68
","year,资产负债率
2020,26.53377265558616
2021,30.491031136878497
2022,25.442388778475927
2023,26.82794751251776
2024,22.53853003917111
"
945,CN,fundamental,通威股份2017-2021年的产权比率的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8648,medium,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2017,11849161871.56,13701613208.69
2018,23256993061.75,15226638490.93
2019,28732760510.78,18088190234.82
2020,32708001760.72,31543946310.19
2021,46593391984.0,41301805244.99
","year,产权比率
2017,0.8648004940064198
2018,1.5273885352701724
2019,1.5884817738962664
2020,1.0369026576156062
2021,1.1281199867081326
"
946,CN,fundamental,2020至2022年间，北新建材产权比率的最大值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3609,medium,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2020,5487252574.79,17481345791.75
2021,7047885943.11,19526123834.15
2022,7470893664.34,21559875140.36
","year,产权比率
2020,0.3138918845355492
2021,0.360946494192753
2022,0.3465184105057509
"
947,CN,fundamental,东方电气的产权比率在2020到2022年的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9854,medium,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2020,64153537732.09,33641600037.07
2021,67720696078.96,35383877225.37
2022,76708775713.68,38635574727.72
","year,产权比率
2020,1.9069704669634797
2021,1.9138856843648755
2022,1.9854441471176947
"
948,CN,fundamental,对于中国化学的产权比率，其2016-2020年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7706,medium,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2016,54690586647.95,29193586507.78
2017,56923110627.49,30558218115.22
2018,62004175341.01,35018495428.6
2019,78273573882.29,37591816547.17
2020,95284164138.9,40723988284.8
","year,产权比率
2016,1.8733767649060566
2017,1.8627758468396607
2018,1.7706122031265368
2019,2.0821971660792915
2020,2.3397552192711997
"
949,CN,fundamental,计算紫光股份在2017-2019年的产权比率的复合年均增长率。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.7451,medium,solvency,负债合计 / 股东权益合计,"year,负债合计,股东权益合计
2017,13700525945.82,28929195305.49
2018,18083359925.08,30517550116.28
2019,22342910698.24,32359353601.12
","year,产权比率
2017,0.4735882142985152
2018,0.592556081866912
2019,0.6904622068058456
"
950,CN,fundamental,信达证券2023-2025年的净债务权益比的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.9605,medium,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2023,351054155.09,0.0,0.0,9645949144.57,442850573.03,0.0,0.0,6848399.69,11802606809.76,16745457705.69,29161860002.86,18339819656.98
2024,616629822.07,0.0,0.0,18182342935.59,342439519.15,0.0,0.0,293742.48,19749457500.35,22137616445.64,34463308851.01,24441355298.03
2025,966862633.42,0.0,0.0,22654047214.45,331108705.8,0.0,0.0,25301.36,20240349189.62,26760323675.95,42355410074.58,28753273782.14
","year,净债务权益比
2023,-1.2899804397698067
2024,-0.7245818229416038
2025,-0.8668001040410591
"
951,CN,fundamental,2019至2021年间，立讯精密净债务权益比的平均值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0153,medium,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2019,4166302223.17,366537115.41,1562908824.3,0.0,0.0,6097484.73,0.0,1001553.0,0.0,6180466259.01,1524366132.75,21749703294.72
2020,7577068798.49,278527714.63,1495199238.41,2475423249.98,0.0,0.0,0.0,0.0,0.0,10528245765.93,3160064470.41,30906599862.07
2021,11919635337.99,270079590.16,5025096193.09,2805785000.04,315093483.55,0.0,0.0,41436.0,0.0,14204618186.43,2107118105.04,45782643549.57
","year,净债务权益比
2019,-0.07365549632757067
2020,-0.06024898381381783
2021,0.08789345562807266
"
952,CN,fundamental,南山铝业的净债务权益比在2018到2020年的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0974,medium,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2018,3940237094.34,256956449.15,100000000.0,2314936526.43,0.0,42469596.12,0.0,9000.0,0.0,6305366203.16,0.0,40257832968.12
2019,4863642156.14,943635967.47,170000000.0,1495186344.59,0.0,42152521.73,0.0,0.0,0.0,10345835810.75,2443733198.9,41548667623.47
2020,5072611378.87,20026125.0,350434270.83,76225025.04,0.0,0.0,0.0,0.0,0.0,13227105998.0,0.0,44286931163.9
","year,净债务权益比
2018,0.008675143124483716
2019,-0.12695839172325915
2020,-0.17404252215477362
"
953,CN,fundamental,对于顺丰控股的净债务权益比，其2018-2020年的最大值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0906,medium,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2018,8585129399.63,273222821.65,998287835.19,6405035926.4,0.0,0.0,0.0,0.0,0.0,16131120733.54,14441978.09,37063854382.48
2019,6053374642.5,2091892291.74,6539556784.41,10597985016.52,0.0,0.0,0.0,0.0,0.0,18520991737.1,2910172928.2,42493610981.38
2020,7996570000.0,2945351000.0,1865820000.0,8425430000.0,0.0,0.0,0.0,22155000.0,0.0,16417892000.0,6276923000.0,56759699000.0
","year,净债务权益比
2018,0.003132789969488073
2019,0.09064054527062261
2020,-0.025361110530202072
"
954,CN,fundamental,计算东方电气在2017-2021年的净债务权益比的最大值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.5185,medium,solvency,净债务权益比 = 净债务 / 股东权益合计；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,股东权益合计
2017,88194570.5,528320000.0,456634990.0,0.0,0.0,51774673.87,0.0,0.0,0.0,30609842597.19,356894260.52,28326973115.25
2018,245566000.0,16320000.0,462864840.0,0.0,0.0,69676019.71,0.0,0.0,0.0,29346448438.05,3122839818.04,30693908615.21
2019,13850000.0,154232008.74,627019323.12,0.0,156664637.27,60708321.69,0.0,0.0,0.0,30479728679.02,1606664199.35,31798432970.59
2020,297980000.0,139954877.02,719350539.48,0.0,27531905.94,28164115.17,0.0,0.0,0.0,26686232240.6,1292860471.15,33641600037.07
2021,41830000.0,102152874.33,1565091967.96,0.0,126932623.7,6950944.06,0.0,0.0,0.0,18721874434.15,1466444004.12,35383877225.37
","year,净债务权益比
2017,-1.0534769282240917
2018,-1.0319592005523825
2019,-0.9772154060638744
2020,-0.7956253936984616
2021,-0.5184666426285953
"
955,CN,fundamental,中国电建2018-2022年的利息保障倍数的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.2785,medium,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2018,12750036084.65,9891738036.34
2019,13686580335.14,10704767426.32
2020,16206720339.19,10142024232.17
2021,18566485724.39,12818470577.05
2022,19247274041.42,13074707705.73
","year,利息保障倍数
2018,2.2889581222035256
2019,2.2785499946022707
2020,2.597976889838528
2021,2.448416612012291
2022,2.4720997573800343
"
956,CN,fundamental,2021至2025年间，华域汽车利息保障倍数的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.9623,medium,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2021,8963702072.81,448392913.93
2022,9138994194.63,508901686.17
2023,9038614641.58,704934553.13
2024,8313651974.73,834513464.87
2025,9531194927.96,791864402.88
","year,利息保障倍数
2021,20.99073088431846
2022,18.958270610990063
2023,13.821920278198009
2024,10.96227421689966
2025,13.036397763676677
"
957,CN,fundamental,智飞生物的利息保障倍数在2018到2022年的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.3135,medium,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2018,1692217751.62,27031284.29
2019,2765378153.04,76112747.35
2020,3854072300.31,127140487.31
2021,11931054734.79,56144537.45
2022,8718007864.78,53295566.36
","year,利息保障倍数
2018,63.602195791563695
2019,37.33265450691947
2020,31.31349322197277
2021,213.50606517891975
2022,164.5784824180636
"
958,CN,fundamental,对于小商品城的利息保障倍数，其2021-2023年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0929,medium,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2021,1656693823.97,341313765.39
2022,1149806832.6,280924664.39
2023,3208071559.14,194769865.08
","year,利息保障倍数
2021,5.853873450070171
2022,5.092936571079265
2023,17.4710878544908
"
959,CN,fundamental,计算德赛西威在2019-2023年的利息保障倍数的平均值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,461.6837,medium,solvency,利息保障倍数 = EBIT / 利息支出 = (利润总额 + 利息支出) / 利息支出,"year,利润总额,财务费用——利息费用
2019,255045818.69,421935.95
2020,533766402.87,362500.38
2021,860719846.6,6671279.09
2022,1157387998.39,21319835.27
2023,1538182047.76,35614521.38
","year,利息保障倍数
2019,605.4657220841219
2020,1473.457498858346
2021,130.01871365120778
2022,55.286910932121856
2023,44.18974362586253
"
960,CN,fundamental,国轩高科2020-2022年的净债务/EBITDA的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.9088,medium,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,3251886000.0,879397249.24,2586657483.68,995799629.08,0.0,43348953.78,0.0,0.0,0.0,3343527263.79,411114371.81,166440926.13,352621952.04,553355294.97,46983421.41,7173322.7
2021,5480447055.22,1238829643.16,4377862351.03,498699420.14,6199901.96,14784265.56,0.0,0.0,0.0,11385117819.0,53385792.58,47718638.0,389648394.41,730749734.1,74183202.52,4905616.37
2022,10820704180.47,3633466234.89,10688953878.75,394159870.29,163978672.33,0.0,0.0,0.0,0.0,14122371543.66,3514006212.53,258963872.62,711026372.6,949240730.66,119447365.05,24573763.86
","year,净债务/EBITDA
2020,3.5527576718555767
2021,0.1429748451878588
2022,3.9088219330137823
"
961,CN,fundamental,2019至2023年间，深南电路净债务/EBITDA的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1705,medium,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,157784871.67,555363192.06,944837657.96,1304971915.69,0.0,0.0,0.0,0.0,0.0,1443644507.69,0.0,1403184487.16,71974663.41,435719386.13,11833867.55,19873716.98
2020,232176259.71,456107322.32,1059415030.98,0.0,0.0,0.0,0.0,0.0,0.0,506884874.33,165100019.18,1605879809.05,112870159.44,591428360.13,14671450.03,37950219.05
2021,350343750.0,574553005.17,1367637772.91,0.0,33590110.68,0.0,0.0,0.0,0.0,619595093.18,0.0,1609246998.43,90555003.5,792962650.21,19624696.05,50130279.42
2022,0.0,1477182188.68,1174624053.7,0.0,25669120.28,0.0,0.0,0.0,0.0,1913469009.39,270924000.0,1720463891.82,92011499.06,996178284.81,24422199.13,58514124.58
2023,400296388.9,357114846.66,2406626682.1,0.0,19592441.16,0.0,0.0,0.0,0.0,852684905.52,590307921.64,1398277029.24,65944870.23,1201525590.42,26434096.22,59039362.37
","year,净债务/EBITDA
2019,0.7821085063286699
2020,0.4552707468034208
2021,0.6659576485553159
2022,0.1705229141656715
2023,0.6326782051516694
"
962,CN,fundamental,中信特钢的净债务/EBITDA在2021到2025年的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6338,medium,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,4607245996.24,776474842.77,10420600000.0,0.0,20380555.18,43613954.94,0.0,0.0,0.0,7625258158.04,0.0,9298224103.91,609491674.75,2966428895.82,124471585.38,6173983.93
2022,5272700556.9,446577058.0,7803100000.0,4613047580.04,22730676.48,44563954.93,0.0,0.0,0.0,8927882094.31,0.0,8429175310.95,536180238.72,3142987472.05,129997789.91,7699859.14
2023,8670103437.14,3675986853.54,17014706506.35,4758696659.84,26396992.76,42503127.75,0.0,0.0,0.0,8478024196.08,0.0,6558561554.69,1048156487.28,4436150649.1,254372840.77,9031511.58
2024,9018641334.74,3616973201.47,18131746870.4,4886520945.3,28831408.58,23303127.75,0.0,0.0,0.0,8833495129.53,0.0,5923596881.28,1003121829.76,4749659877.14,302797863.08,8857202.81
2025,6818143340.3,5595182925.13,15774425600.0,4998008325.67,48534616.04,23303127.75,0.0,0.0,0.0,11273077276.76,0.0,7189814589.3,846747728.75,4614128789.44,304849211.66,8289297.36
","year,净债务/EBITDA
2021,0.633847761983412
2022,0.7573744021753948
2023,2.0892084297647684
2024,2.241612138750265
2025,1.695835359493753
"
963,CN,fundamental,对于紫光国微的净债务/EBITDA，其2018-2022年的平均值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.8816,medium,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,12515883.12,10000000.0,0.0,300000000.0,0.0,9724000.0,0.0,0.0,0.0,1130318828.2,0.0,373029670.59,15211072.22,46048179.58,112176276.15,3548330.89
2019,257971437.0,20000000.0,71200000.0,300000000.0,0.0,9741279.35,0.0,0.0,0.0,1179253198.7,69762808.93,456169977.58,18451633.84,26538615.89,71862107.45,3798713.01
2020,297534529.98,100219378.39,117466598.65,300000000.0,0.0,9812111.41,0.0,0.0,0.0,1485553391.39,0.0,936532554.87,30728336.97,22921208.96,169493451.36,4109596.53
2021,50000000.0,106506989.96,92090909.03,1276744994.57,0.0,0.0,0.0,0.0,0.0,3162511743.28,0.0,2175893137.0,55365184.53,44720384.32,130607647.32,6071561.51
2022,0.0,70453436.15,439000000.0,1321572037.48,11697186.98,0.0,0.0,0.0,0.0,4092173560.99,0.0,2881446844.0,69298627.32,69324207.44,236279323.59,13007190.9
","year,净债务/EBITDA
2018,-1.451016933905389
2019,-1.0230266276886901
2020,-0.5675624695017865
2021,-0.6785747949423421
2022,-0.6880409375473604
"
964,CN,fundamental,计算豪威集团在2017-2021年的净债务/EBITDA的最大值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1364,medium,solvency,净债务 / EBITDA；净债务 = 有息负债（短期借款 + 一年内到期非流动负债 + 长期借款 + 应付债券 + 租赁负债 + 应付利息 + 应付短期债券 + 交易性金融负债 + 卖出回购金融资产款）- 现金类资产（货币资金 + 交易性金融资产）；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,短期借款,一年内到期的非流动负债,长期借款,应付债券,租赁负债,应付利息,应付短期债券,交易性金融负债,卖出回购金融资产款,货币资金,交易性金融资产,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2017,489384646.67,0.0,70000000.0,0.0,0.0,840376.76,0.0,0.0,0.0,788616854.32,0.0,145387746.94,30336398.78,16466920.25,8496812.88,111866.15
2018,1599704838.08,14000000.0,2290329449.2,0.0,0.0,13470668.42,0.0,0.0,0.0,3004228317.41,12569951.68,206545109.77,142028662.13,158563271.6,302571989.42,23048426.84
2019,1654183276.49,2446569373.95,928000000.0,0.0,0.0,16165774.98,0.0,0.0,0.0,3160602035.94,11890115.59,784459257.58,285413296.44,184195761.81,359645770.92,33954409.49
2020,2511395261.61,529143776.89,3181591112.44,0.0,0.0,0.0,0.0,19510276.99,0.0,5455675941.43,13100127.36,2991132546.87,296875302.66,247206328.52,470666270.11,47395086.84
2021,2386664351.51,1358453522.58,3447983828.34,2249715562.55,178759722.29,0.0,0.0,0.0,0.0,7670875781.98,15050146.32,5002076773.66,410452622.81,342651376.39,520796631.47,63913301.46
","year,净债务/EBITDA
2017,-1.1374109608057519
2018,1.0815954586219891
2019,1.1364095861290662
2020,0.19067649175742502
2021,0.3053130012481506
"
965,CN,fundamental,福斯特2019-2023年的营业收入增长率的最小值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.6585,medium,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2018,4809736097.86
2019,6378151355.92
2020,8393142040.58
2021,12857893793.36
2022,18877495145.99
2023,22588526670.13
","year,营业收入增长率
2019,32.60917493493742
2020,31.59208009056964
2021,53.195236434619765
2022,46.81638726661912
2023,19.658495448895955
"
966,CN,fundamental,2019至2023年间，分众传媒营业收入增长率的最小值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-36.4742,medium,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2018,14551285132.73
2019,12135948050.91
2020,12097106052.76
2021,14836422936.69
2022,9424959143.22
2023,11903724918.98
","year,营业收入增长率
2019,-16.598788765311294
2020,-0.3200573864279775
2021,22.64439835430735
2022,-36.474181253539385
2023,26.300016138989225
"
967,CN,fundamental,中航成飞的营业收入增长率在2022到2024年的平均值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1254.8803,medium,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2021,1942801971.79
2022,1905000855.86
2023,1677304847.89
2024,65054925106.17
","year,营业收入增长率
2022,-1.9457009246893044
2023,-11.952540980209058
2024,3778.5391449865047
"
968,CN,fundamental,对于申万宏源的营业收入增长率，其2021-2025年的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,30.2928,medium,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2020,29409186016.58
2021,34307428053.23
2022,20609644632.44
2023,21500668661.21
2024,18616589031.13
2025,24256073184.06
","year,营业收入增长率
2021,16.655483201366124
2022,-39.9265820787763
2023,4.323335237753254
2024,-13.41390668134546
2025,30.29278963777873
"
969,CN,fundamental,计算中国核电在2021-2025年的营业收入增长率的平均值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.6174,medium,growth,(本期营业收入 - 上期营业收入) / 上期营业收入 * 100%,"year,营业收入
2020,52276451960.21
2021,62695062465.44
2022,71285600843.64
2023,74957180264.96
2024,77272058526.64
2025,82075495244.95
","year,营业收入增长率
2021,19.92983478136597
2022,13.702097167437136
2023,5.150520410669416
2024,3.0882675328731937
2025,6.216266021506318
"
970,CN,fundamental,国电南瑞2022-2024年的EBITDA增长率的最小值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.6351,medium,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,6866327714.16,74314581.14,1183625181.41,113235491.8,17949341.43
2022,7885125515.06,46644078.21,1261138725.13,134154434.92,18579109.84
2023,8569287780.84,38458991.88,1547439291.08,154866411.57,25394779.35
2024,9137066855.21,28697841.84,1497970724.36,186231738.28,67893162.61
","year,EBITDA增长率
2022,13.205691369658274
2023,10.591090543087844
2024,5.635102702633648
"
971,CN,fundamental,2021至2023年间，宝钢股份EBITDA增长率的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,42.979,medium,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2020,16100283407.6,1779187246.17,17907000647.55,385563219.85,166707132.87
2021,30708256355.43,1902718718.71,18758311600.56,401098559.53,186388338.4
2022,15044047743.21,1601858970.04,19261871406.25,473451711.37,203471867.65
2023,15085835698.34,1455536119.08,18994698964.76,464171315.28,202186657.19
","year,EBITDA增长率
2021,42.9790114013308
2022,-29.58627108094286
2023,-1.0448983485506107
"
972,CN,fundamental,天坛生物的EBITDA增长率在2020到2024年的平均值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.4523,medium,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,1043448459.66,0.0,109524761.6,18681572.03,6631391.07
2020,1104872335.66,2983888.95,114471126.27,18281793.2,9445512.19
2021,1241017662.85,3089366.29,134484659.49,22668896.34,8376099.54
2022,1426272687.7,2411057.06,155195875.37,24551562.18,12391340.61
2023,1798598439.65,3654642.64,235536916.65,32488021.4,20810255.11
2024,2547217502.79,5120807.81,273177437.27,58342884.7,31302677.14
","year,EBITDA增长率
2020,6.090920258814901
2021,12.766004065467943
2022,14.981579348114801
2023,29.01401886264456
2024,39.40881137993371
"
973,CN,fundamental,对于洋河股份的EBITDA增长率，其2019-2023年的平均值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.3006,medium,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,10839185788.84,3273.0,707143699.48,50118316.96,184008.16
2019,9770804257.01,2618.0,722009265.9,53058955.54,1034707.84
2020,9878901892.0,1964.0,727550847.83,55171822.38,127071.84
2021,9946427518.68,603755.58,698559039.52,56541702.98,4153241.68
2022,12503283891.37,694325.5,690046172.09,58842693.52,4026169.92
2023,13217833119.07,1707107.98,666930331.81,59054597.55,4026169.92
","year,EBITDA增长率
2019,-9.051981668177579
2020,1.0888857105166967
2021,0.41767669811977265
2022,23.82346381018851
2023,5.224889879871357
"
974,CN,fundamental,计算恒立液压在2023-2025年的EBITDA增长率的平均值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.6027,medium,growth,EBITDA增长率 = (本期EBITDA - 上期EBITDA) / 上期EBITDA * 100%；EBITDA = 利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2022,2628676109.02,16489875.6,376739456.13,14875894.76,4934860.47
2023,2830044214.23,7681567.64,393195671.81,17007301.63,5451497.27
2024,2800482065.28,11705446.46,406667741.1,19571573.23,7197929.93
2025,3032006818.25,803451.24,516456445.84,18187390.8,5580370.66
","year,EBITDA增长率
2023,6.95870498634093
2024,-0.238382727437091
2025,10.087725643105735
"
975,CN,fundamental,潍柴动力2019-2023年的净利润增长率的最小值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-53.3595,medium,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2018,11625733542.47
2019,11907007092.49
2020,11295982598.86
2021,12184019256.09
2022,5682691350.97
2023,11211614275.25
","year,净利润增长率
2019,2.4194047540525445
2020,-5.131637941287405
2021,7.861526427277083
2022,-53.35946840259964
2023,97.2940915282377
"
976,CN,fundamental,2023至2025年间，生益科技净利润增长率的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,108.3688,medium,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2022,1631733421.57
2023,1148656070.61
2024,1867780248.75
2025,3891871604.15
","year,净利润增长率
2023,-29.605163721853472
2024,62.60570039542866
2025,108.3688167681723
"
977,CN,fundamental,新华保险的净利润增长率在2021到2025年的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,200.9752,medium,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2020,14297000000.0
2021,14951000000.0
2022,21504000000.0
2023,8716000000.0
2024,26233000000.0
2025,36289000000.0
","year,净利润增长率
2021,4.574386234874449
2022,43.829844157581434
2023,-59.468005952380956
2024,200.97521798990363
2025,38.33339686654214
"
978,CN,fundamental,对于中芯国际的净利润增长率，其2017-2021年的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,252.113,medium,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2016,316434000.0
2017,902547004.16
2018,360261579.71
2019,1268528000.0
2020,4021326000.0
2021,11202505000.0
","year,净利润增长率
2017,185.22440829999303
2018,-60.08389833997674
2019,252.11303992535866
2020,217.00727142010265
2021,178.5773896470965
"
979,CN,fundamental,计算TCL科技在2021-2025年的净利润增长率的最小值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-186.9343,medium,growth,(本期净利润 - 上期净利润) / |上期净利润| * 100%,"year,净利润
2020,5065204000.0
2021,14975529000.0
2022,1788059000.0
2023,4780784000.0
2024,-4156142000.0
2025,213847000.0
","year,净利润增长率
2021,195.65500224670123
2022,-88.06012795941966
2023,167.37283277565226
2024,-186.93431872261957
2025,105.14532467851194
"
980,CN,fundamental,兴业银行2020-2022年的每股收益增长率的平均值是？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.9218,medium,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2019,65868000000.0,20774000000.0
2020,66626000000.0,20774000000.0
2021,82680000000.0,20774000000.0
2022,91377000000.0,20774000000.0
","year,每股收益增长率
2020,1.150786421327509
2021,24.095698376009363
2022,10.518867924528298
"
981,CN,fundamental,2023至2025年间，智飞生物每股收益增长率的平均值是多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-316.7784,medium,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2022,7538999697.34,1600000000.0
2023,8107761164.92,2400000000.0
2024,1972494926.61,2393789747.0
2025,-14723152851.99,2393789747.0
","year,每股收益增长率
2023,-28.30382906297523
2024,-75.60840574307231
2025,-846.4228502373761
"
982,CN,fundamental,中国电建的每股收益增长率在2019到2023年的平均值是？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.8198,medium,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2018,7695143139.57,15299035024.0
2019,7239615758.25,15299035024.0
2020,7987168430.79,15299035024.0
2021,9864439336.38,15299035024.0
2022,11434951361.39,17226159334.0
2023,12948524884.06,17226159334.0
","year,每股收益增长率
2019,-5.919673917143735
2020,10.325861171404245
2021,23.503584804262374
2022,2.9526415647519846
2023,13.2363791924867
"
983,CN,fundamental,对于中国卫通的每股收益增长率，其2019-2021年的最大值是多少？（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.0863,medium,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2018,418258688.97,3600000000.0
2019,446422541.18,4000000000.0
2020,488789159.48,4000000000.0
2021,572304982.46,4000000000.0
","year,每股收益增长率
2019,-3.939763199798569
2020,9.490250691198305
2021,17.086267434582354
"
984,CN,fundamental,计算上海银行在2021-2023年的每股收益增长率的最大值。（单位：%；净利润用归母净利润）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.5409,medium,growth,(本期每股收益 - 上期每股收益) / |上期每股收益| * 100%,"year,归属于母公司所有者的净利润,股本
2020,20885062000.0,14206529000.0
2021,22042452000.0,14206637000.0
2022,22280215000.0,14206663000.0
2023,22544789000.0,14206670000.0
","year,每股收益增长率
2021,5.540909725346014
2022,1.0784745017165058
2023,1.1874341948201184
"
985,CN,fundamental,国电电力2018-2020年的公司自由现金流的最大值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34282512755.5145,medium,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2018,31097434512.07,17091538286.84,8977847814.95,2068669795.4,5290162084.26
2019,33721790020.54,12149537182.64,9454253878.8,2320840976.84,7115505053.97
2020,42241530004.6,14979824312.92,9371327494.27,3399788438.04,13554670893.97
","year,公司自由现金流
2018,19473038260.910313
2019,27942843696.163544
2020,34282512755.51453
"
986,CN,fundamental,2021至2025年间，三环集团公司自由现金流的最小值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-751130012.2975,medium,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2021,1154322229.5,1910365165.97,5621115.1,290216023.72,2303528059.91
2022,2073873553.34,1124809077.02,8899349.83,160214569.93,1666317752.73
2023,1718967962.8,545884685.5,22488078.18,199696992.92,1782847583.54
2024,2403122345.06,639035150.37,27700138.22,328710112.75,2518943871.33
2025,2877609076.65,580091972.02,20395986.9,391196290.39,3008176444.88
","year,公司自由现金流
2021,-751130012.2974672
2022,957108163.7150687
2023,1193052462.8777626
2024,1788172597.5198545
2025,2315260709.0782647
"
987,CN,fundamental,中油资本的公司自由现金流在2016到2020年的最大值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,47382521739.3466,medium,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2016,-24720867479.97,1629192762.99,0.0,2308923773.7,14509801940.47
2017,51141968204.84,3791280438.22,38036395.3,2632631230.42,16144627518.43
2018,-27130947462.34,3107504926.05,39561019.38,2893235000.98,17227783577.7
2019,30033523276.48,1204461754.73,164956030.05,3367837224.75,18590050993.45
2020,-33102107033.02,130580400.96,290749862.18,3298148944.26,18415555996.22
","year,公司自由现金流
2016,-26350060242.960003
2017,47382521739.346596
2018,-30205535248.962894
2019,28964133553.168415
2020,-32994009654.293167
"
988,CN,fundamental,对于申万宏源的公司自由现金流，其2023-2025年的最大值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,68661712921.06,medium,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2023,69247276362.39,585563441.33,0.0,616879355.07,6092082309.29
2024,26417679792.44,541594439.94,0.0,1086209720.6,7336724112.22
2025,1523845538.8,417841197.33,0.0,2493700219.16,13021106583.49
","year,公司自由现金流
2023,68661712921.06
2024,25876085352.5
2025,1106004341.47
"
989,CN,fundamental,计算天孚通信在2018-2020年的公司自由现金流的平均值。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,72912271.4434,medium,cash flow,经营活动现金流净额 - 资本支出 + 利息支出 * (1 - 所得税费用 / 利润总额),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,财务费用——利息费用,所得税费用,利润总额
2018,135533944.7,51849914.36,0.0,19089643.76,155183736.86
2019,176849433.54,148732975.38,0.0,24761979.39,192040376.21
2020,239530592.29,132925924.77,376148.17,38061747.58,321800446.43
","year,公司自由现金流
2018,83684030.33999999
2019,28116458.159999996
2020,106936325.83034304
"
990,CN,fundamental,康龙化成2019-2021年的股权自由现金流的最小值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-378820843.65,medium,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2019,938586321.07,754605945.31,726512441.49,0.0,1289313660.9
2020,1648609957.11,1315838354.81,732502629.76,0.0,760963472.86
2021,2058043830.38,2092821567.79,4621423607.31,0.0,158554796.58
","year,股权自由现金流
2019,-378820843.65
2020,304310759.1999999
2021,4428091073.320001
"
991,CN,fundamental,2020至2024年间，天赐材料股权自由现金流的最小值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-128468644.64,medium,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2020,632457691.55,357150206.68,812650000.0,0.0,815500000.0
2021,2046599671.85,1610174220.45,664000000.0,0.0,746500000.0
2022,4163859812.88,3681233288.95,1836377777.77,3396847200.0,946977062.29
2023,2274216054.11,3102491757.55,1905235000.0,0.0,1205427941.2
2024,881535736.54,771505576.74,2487933125.0,0.0,2087837441.18
","year,股权自由现金流
2020,272457484.86999995
2021,353925451.39999986
2022,4768874439.410001
2023,-128468644.6400001
2024,510125843.6199999
"
992,CN,fundamental,三峡能源的股权自由现金流在2017到2021年的平均值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1208761857.296,medium,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2017,4689303420.31,6890616884.76,5279815986.61,0.0,4554304036.43
2018,5071519629.59,10620836319.34,4870277645.43,0.0,5585436393.05
2019,6121870403.69,14274716770.88,16451848918.5,0.0,4068543193.16
2020,8976264717.66,25455981078.22,44429613719.55,0.0,23961384828.73
2021,8830607140.22,29909812757.37,56166149135.56,0.0,29521829168.7
","year,股权自由现金流
2017,-1475801514.2700005
2018,-6264475437.37
2019,4230459358.1500006
2020,3988512530.260002
2021,5565114349.709995
"
993,CN,fundamental,对于浙能电力的股权自由现金流，其2018-2022年的平均值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3580037283.52,medium,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2018,6774212687.19,2091207205.08,7141000000.0,0.0,8412790000.0
2019,9027910953.58,1752576338.88,9499000000.0,0.0,10341756667.0
2020,10128263993.26,3202337901.65,5939000000.0,0.0,8166259687.23
2021,845659226.63,4711582057.52,16666000000.0,0.0,13651480708.07
2022,224071023.66,5636604447.68,43736533393.84,0.0,34114869847.45
","year,股权自由现金流
2018,3411215482.1099997
2019,6432577947.7
2020,4698666404.380001
2021,-851403538.96
2022,4209130122.369995
"
994,CN,fundamental,计算润泽科技在2017-2019年的股权自由现金流的最小值。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-104082367.49,medium,cash flow,经营活动现金流净额 - 资本支出 + 净借款（取得借款收到的现金 + 发行债券收到的现金 - 偿还债务支付的现金）,"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,取得借款收到的现金,发行债券收到的现金,偿还债务支付的现金
2017,20808239.5,32889746.18,120966325.57,0.0,46000000.0
2018,-55575707.3,23079845.5,238782396.35,0.0,179728721.41
2019,-79186127.7,33970167.91,238960214.48,0.0,229886286.36
","year,股权自由现金流
2017,62884818.88999999
2018,-19601877.86
2019,-104082367.49000002
"
995,CN,fundamental,康龙化成2016-2020年的经营现金流利润率的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.1141,medium,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2016,235767733.77,1634238680.42
2017,552215324.46,2294118066.74
2018,790745614.99,2908123033.72
2019,938586321.07,3757160086.84
2020,1648609957.11,5133596758.68
","year,经营现金流利润率
2016,14.426762540549316
2017,24.07091999605374
2018,27.190927131390914
2019,24.981270411062205
2020,32.1141303964417
"
996,CN,fundamental,2017至2021年间，渝农商行经营现金流利润率的最小值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-311.0049,medium,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2017,-19366966000.0,23987747000.0
2018,-81223277000.0,26116394000.0
2019,23851259000.0,26629808000.0
2020,42370280000.0,28186176000.0
2021,41228845000.0,30841803000.0
","year,经营现金流利润率
2017,-80.73691122388442
2018,-311.0049457823312
2019,89.56601940201747
2020,150.32291006768708
2021,133.67845258592698
"
997,CN,fundamental,招商轮船的经营现金流利润率在2018到2020年的最小值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.1683,medium,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2018,4122254821.11,10931097409.67
2019,4683665408.22,18609358690.57
2020,8071813721.95,21610397166.45
","year,经营现金流利润率
2018,37.71126234282133
2019,25.16833323543478
2020,37.3515288024481
"
998,CN,fundamental,对于大全能源的经营现金流利润率，其2017-2021年的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.4081,medium,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2017,403412016.33,2201388649.24
2018,-415644463.05,1993708983.68
2019,-757716012.4,2426085064.63
2020,416441078.27,4664256098.09
2021,2643857536.32,10831866667.19
","year,经营现金流利润率
2017,18.32534279984012
2018,-20.847800077762653
2019,-31.23204637161222
2020,8.928349334002725
2021,24.40814328271148
"
999,CN,fundamental,计算国信证券在2019-2021年的经营现金流利润率的最大值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,203.2356,medium,cash flow,经营活动现金流净额 / 营业收入 * 100%,"year,经营活动产生的现金流量净额,营业收入
2019,28641814015.85,14092914615.73
2020,-3472276551.18,18784071244.98
2021,-6715387830.31,23818037003.89
","year,经营现金流利润率
2019,203.23556054104696
2020,-18.4852181717952
2021,-28.19454780934815
"
1000,CN,fundamental,南方航空2023-2025年的资本支出占收入比的最大值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.7484,medium,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2023,11369000000.0,159929000000.0
2024,16139000000.0,174224000000.0
2025,17767000000.0,182256000000.0
","year,资本支出占收入比
2023,7.108779520912405
2024,9.263362108549913
2025,9.748375910806777
"
1001,CN,fundamental,2022至2024年间，龙佰集团资本支出占收入比的最大值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.4027,medium,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2022,4678561480.58,24112968453.5
2023,2940696549.31,26764876739.31
2024,1582633931.01,27513124442.06
","year,资本支出占收入比
2022,19.402677399932095
2023,10.987147738255608
2024,5.752287183314549
"
1002,CN,fundamental,中国神华的资本支出占收入比在2018到2020年的最小值是？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.8591,medium,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2018,20935000000.0,264101000000.0
2019,19009000000.0,241871000000.0
2020,20673000000.0,233263000000.0
","year,资本支出占收入比
2018,7.926891605862909
2019,7.859148058262462
2020,8.862528562180886
"
1003,CN,fundamental,对于光大证券的资本支出占收入比，其2021-2025年的最小值是多少？（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8101,medium,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2021,302413475.46,16706575061.43
2022,286483788.79,10779684708.58
2023,506041359.94,10031455479.22
2024,372008034.44,9598335237.35
2025,269133305.23,10851821801.07
","year,资本支出占收入比
2021,1.8101464504126488
2022,2.657626790902109
2023,5.0445457390331505
2024,3.875755797655464
2025,2.4800748681982894
"
1004,CN,fundamental,计算美的集团在2018-2020年的资本支出占收入比的平均值。（单位：%）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6801,medium,cash flow,资本支出 / 营业收入 * 100%,"year,购建固定资产、无形资产和其他长期资产支付的现金,营业收入
2018,5611851000.0,259664820000.0
2019,3451856000.0,278216017000.0
2020,4656582000.0,284221249000.0
","year,资本支出占收入比
2018,2.161190337605225
2019,1.240710738806961
2020,1.6383651878188743
"
1005,CN,fundamental,北新建材2021-2025年的现金流量充裕率的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4768,medium,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2021,3830922519.41,1627934768.69,4501790814.61,1078411480.26
2022,3676817286.44,1452960098.82,5056328607.6,1202749835.27
2023,4734387489.8,1162308399.89,2129869855.69,1202290063.12
2024,5134465515.62,1194038870.99,2172732000.0,1489250056.73
2025,4203945682.37,1192476186.32,3657204635.5,1568186364.73
","year,现金流量充裕率
2021,0.5314719303517184
2022,0.47676334429136163
2023,1.0533809906061138
2024,1.0573400716439532
2025,0.6550378124340527
"
1006,CN,fundamental,2021至2023年间，中国广核现金流量充裕率的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2822,medium,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2021,34911101289.22,14440815872.68,69457523645.45,16822925444.82
2022,31368408488.65,11839683132.7,82498752655.97,16828618943.96
2023,33119894272.61,14246096669.35,62328113168.44,17429516086.28
","year,现金流量充裕率
2021,0.34661102898242924
2022,0.2821736040780675
2023,0.3523253354804475
"
1007,CN,fundamental,中芯国际的现金流量充裕率在2019到2023年的最小值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2706,medium,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2019,8139992000.0,12722755000.0,15413365000.0,774365000.0
2020,13174290000.0,37168174000.0,10897759000.0,627423000.0
2021,20844994000.0,28361900000.0,9547079000.0,839043000.0
2022,36591209000.0,42205585000.0,8834742000.0,1103979000.0
2023,23047761000.0,53865069000.0,20612581000.0,1672753000.0
","year,现金流量充裕率
2019,0.28155847264409434
2020,0.2705562130488603
2021,0.5379627894296127
2022,0.7017297152252827
2023,0.3026610509205053
"
1008,CN,fundamental,对于新易盛的现金流量充裕率，其2018-2020年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.365,medium,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2018,320626742.05,68778900.37,23336651.33,28781240.85
2019,109475914.46,99134868.22,0.0,28592700.0
2020,154433184.81,290640163.86,89554421.58,42853904.6
","year,现金流量充裕率
2018,2.6520698794998756
2019,0.8571048207183976
2020,0.36504842457988224
"
1009,CN,fundamental,计算农业银行在2019-2021年的现金流量充裕率的平均值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1316,medium,cash flow,经营活动现金流净额 / (资本支出 + 偿还债务支付的现金 + 分配股利、利润或偿付利息支付的现金),"year,经营活动产生的现金流量净额,购建固定资产、无形资产和其他长期资产支付的现金,偿还债务支付的现金,分配股利、利润或偿付利息支付的现金
2019,358396000000.0,14110000000.0,1141046000000.0,93903000000.0
2020,-60936000000.0,22844000000.0,1468391000000.0,108242000000.0
2021,239615000000.0,26033000000.0,1497042000000.0,119106000000.0
","year,现金流量充裕率
2019,0.286932803014109
2020,-0.03809745310498369
2021,0.14591266127180866
"
1010,CN,fundamental,中海油服2020-2022年的每股净资产的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.3779,medium,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2020,38688807570.0,4771592000.0
2021,38216329797.0,4771592000.0
2022,39975967381.0,4771592000.0
","year,每股净资产
2020,8.108155007804523
2021,8.00913611159546
2022,8.377909800544556
"
1011,CN,fundamental,2017至2021年间，上海莱士每股净资产的平均值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.9163,medium,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2017,12480145305.76,4970238896.0
2018,10892165272.54,4974622099.0
2019,11491100466.74,4974622099.0
2020,25130063610.13,6740787907.0
2021,25904166652.34,6740787907.0
","year,每股净资产
2017,2.510974938408675
2018,2.1895462722142347
2019,2.3099444014149224
2020,3.72806027378989
2021,3.8428989325475897
"
1012,CN,fundamental,恒生电子的每股净资产在2017到2021年的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2031,medium,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2017,3285789521.66,617805180.0
2018,3414402602.56,617805180.0
2019,4893376979.6,803146734.0
2020,5037760811.73,1044090754.0
2021,6215321128.46,1461560480.0
","year,每股净资产
2017,5.318488138380451
2018,5.526665546183993
2019,6.092755871930123
2020,4.825021955639308
2021,4.252524075130986
"
1013,CN,fundamental,对于华润微的每股净资产，其2018-2022年的复合年均增长率是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,29.4632,medium,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2018,5019796688.24,829723968.05
2019,6390821984.34,829723968.05
2020,11800763568.35,1130152498.83
2021,17500412620.22,1217714998.27
2022,20695877705.58,1217714998.27
","year,每股净资产
2018,6.049959843919444
2019,7.702347082198406
2020,10.441744437646108
2021,14.371517674564842
2022,16.99566625604719
"
1014,CN,fundamental,计算恒瑞医药在2016-2018年的每股净资产的最大值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.6284,medium,per share,股东权益合计 / 股本,"year,股东权益合计,股本
2016,12874391843.05,2347459674.0
2017,15943214825.23,2832648038.0
2018,19797738473.68,3685862057.0
","year,每股净资产
2016,5.484393187088248
2017,5.628378327046503
2018,5.371264080835894
"
1015,CN,fundamental,中金公司2019-2021年的每股资本公积金的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.5145,medium,per share,资本公积 / 股本,"year,资本公积,股本
2019,26931646975.0,4368667868.0
2020,39533272979.0,4827256868.0
2021,39531886525.0,4827256868.0
","year,每股资本公积金
2019,6.164727507044259
2020,8.1895938128064
2021,8.189306599169772
"
1016,CN,fundamental,2018至2022年间，福莱特每股资本公积金的复合年均增长率是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,60.0084,medium,per share,资本公积 / 股本,"year,资本公积,股本
2018,622230162.41,450000000.0
2019,839115113.41,487500000.0
2020,2045095156.05,510312197.0
2021,4832768261.83,536723313.5
2022,4864749251.17,536723491.75
","year,每股资本公积金
2018,1.3827336942444444
2019,1.7212617710974358
2020,4.007537284181354
2021,9.004207829757334
2022,9.063790435757463
"
1017,CN,fundamental,白云山的每股资本公积金在2019到2023年的复合年均增长率是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6043,medium,per share,资本公积 / 股本,"year,资本公积,股本
2019,9865084049.39,1625790949.0
2020,9885011185.13,1625790949.0
2021,9956953383.38,1625790949.0
2022,10105714430.9,1625790949.0
2023,10105714430.9,1625790949.0
","year,每股资本公积金
2019,6.067867492716617
2020,6.080124379588977
2021,6.124374963155241
2022,6.215875686302643
2023,6.215875686302643
"
1018,CN,fundamental,对于大华股份的每股资本公积金，其2016-2020年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2033,medium,per share,资本公积 / 股本,"year,资本公积,股本
2016,589582012.29,2899411405.0
2017,593340751.52,2898756130.0
2018,1501180862.83,2997621930.0
2019,1882855119.53,3003713230.0
2020,1989655334.05,2995579590.0
","year,每股资本公积金
2016,0.20334541392548602
2017,0.20468805408615037
2018,0.5007905926382117
2019,0.6268425030474697
2020,0.6641971192125795
"
1019,CN,fundamental,计算荣盛石化在2021-2025年的每股资本公积金的平均值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0344,medium,per share,资本公积 / 股本,"year,资本公积,股本
2021,10820095850.58,10125525000.0
2022,10822594513.39,10125525000.0
2023,10825322259.36,10125525000.0
2024,10819566635.04,10125525000.0
2025,8958186957.39,9989442254.0
","year,每股资本公积金
2021,1.0685960333493818
2022,1.0688428020660656
2023,1.0691121951069205
2024,1.068543767857963
2025,0.8967654779527794
"
1020,CN,fundamental,山东黄金2021-2023年的每股未分配利润的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2122,medium,per share,未分配利润 / 股本,"year,未分配利润,股本
2021,12393180134.99,4473429525.0
2022,12911705824.94,4473429525.0
2023,14369371415.15,4473429525.0
","year,每股未分配利润
2021,2.7703979834107257
2022,2.8863103247256365
2023,3.212160007181515
"
1021,CN,fundamental,2018至2020年间，长电科技每股未分配利润的最大值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9468,medium,per share,未分配利润 / 股本,"year,未分配利润,股本
2018,142622532.75,1602874555.0
2019,231285970.34,1602874555.0
2020,1517677603.83,1602874555.0
","year,每股未分配利润
2018,0.08897922317445485
2019,0.14429449242832357
2020,0.9468473993150387
"
1022,CN,fundamental,中微公司的每股未分配利润在2018到2020年的平均值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.7736,medium,per share,未分配利润 / 股本,"year,未分配利润,股本
2018,-653799774.89,481376013.0
2019,-482123079.33,534862237.0
2020,-32788490.39,534862237.0
","year,每股未分配利润
2018,-1.3581893514291083
2019,-0.9013967447658863
2020,-0.06130268342350743
"
1023,CN,fundamental,对于公牛集团的每股未分配利润，其2017-2021年的最小值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3087,medium,per share,未分配利润 / 股本,"year,未分配利润,股本
2017,706719301.13,540000000.0
2018,2309635606.18,540000000.0
2019,4398239912.17,540000000.0
2020,4431669986.31,600613800.0
2021,6010878918.97,601180520.0
","year,每股未分配利润
2017,1.308739446537037
2018,4.277102974407407
2019,8.14488872624074
2020,7.378568368409118
2021,9.99845922980006
"
1024,CN,fundamental,计算金龙鱼在2018-2020年的每股未分配利润的平均值。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.8092,medium,per share,未分配利润 / 股本,"year,未分配利润,股本
2018,30055501000.0,4870217000.0
2019,34105831000.0,4879432000.0
2020,39397115000.0,5421592000.0
","year,每股未分配利润
2018,6.171285796916236
2019,6.9897133518819405
2020,7.266705978612924
"
1025,CN,fundamental,东方电气2023-2025年的每股经营现金流的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2268,medium,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2023,-3495876222.59,3118533797.0
2024,10059491408.32,3117499457.0
2025,2014320912.85,3458360326.0
","year,每股经营现金流
2023,-1.1209999474602457
2024,3.2267820883601197
2025,0.5824496937772238
"
1026,CN,fundamental,2022至2024年间，欧派家居每股经营现金流的最大值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.0277,medium,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2022,2409760167.55,609151954.0
2023,4878065634.96,609152447.0
2024,5499268407.93,609152528.0
","year,每股经营现金流
2022,3.955926188410454
2023,8.007955412448668
2024,9.027736330645254
"
1027,CN,fundamental,联影医疗的每股经营现金流在2018到2022年的最大值是？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.5705,medium,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2018,211793462.36,689510104.0
2019,257540336.98,689510104.0
2020,3309760143.78,724157988.0
2021,942451627.05,724157988.0
2022,682813362.6,824157988.0
","year,每股经营现金流
2018,0.3071651323618602
2019,0.3735120565832926
2020,4.5704945586818555
2021,1.3014447712617097
2022,0.8284981430041057
"
1028,CN,fundamental,对于中航机载的每股经营现金流，其2020-2022年的平均值是多少？按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3131,medium,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2020,809572495.7,1928214265.0
2021,1549833363.72,1928214265.0
2022,-929976848.11,3270278974.0
","year,每股经营现金流
2020,0.4198560867404433
2021,0.8037661539237705
2022,-0.28437232893697467
"
1029,CN,fundamental,计算上港集团在2017-2021年的每股经营现金流的复合年均增长率。按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.773,medium,per share,经营活动现金流净额 / 股本,"year,经营活动产生的现金流量净额,股本
2017,9610730397.08,23173674650.0
2018,5710153688.29,23173674650.0
2019,6173031012.32,23173674650.0
2020,11186416959.56,23173674650.0
2021,13514651397.77,23278679750.0
","year,每股经营现金流
2017,0.4147262159426235
2018,0.24640691536980736
2019,0.26638118923966164
2020,0.48272089465793894
2021,0.5805591873297712
"
1030,CN,fundamental,巨化股份2017-2019年的权益乘数的平均值是？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1781,medium,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2016,11860585419.33,10438803305.41
2017,13127066257.4,10996864313.7
2018,15266821930.51,12885074132.09
2019,15620330679.45,13297208441.57
","year,权益乘数
2017,1.1657043820950737
2018,1.1889272829490682
2019,1.1796967099053928
"
1031,CN,fundamental,2021至2023年间，国轩高科权益乘数的最小值是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.3464,medium,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2020,27834612190.42,11075325487.83
2021,43613293048.19,19374284518.94
2022,72627365266.66,24497774208.65
2023,93592652122.38,26295881035.85
","year,权益乘数
2021,2.3464308811418166
2022,2.649537352158705
2023,3.272456305594162
"
1032,CN,fundamental,生益科技的权益乘数在2018到2022年的平均值是？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.7425,medium,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2017,12840963367.92,6418382981.8
2018,12885924860.59,6841524456.83
2019,15534907870.03,9353617058.83
2020,18357445724.02,10643320545.13
2021,24431164539.25,14866220738.99
2022,25195631347.65,15296164509.03
","year,权益乘数
2018,1.940201192774546
2019,1.7548986962008506
2020,1.6948771989636198
2021,1.6773571028463157
2022,1.6453206693975815
"
1033,CN,fundamental,对于龙佰集团的权益乘数，其2021-2025年的最大值是多少？（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5586,medium,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2020,34771428954.42,15837588488.5
2021,45331176466.09,20788973993.05
2022,59188957444.86,23267139512.83
2023,63817240694.66,25024696859.38
2024,66200879676.09,25792308371.01
2025,64424518688.7,27352130431.63
","year,权益乘数
2021,2.187008553173951
2022,2.372432009850349
2023,2.547142692844563
2024,2.558555345425895
2025,2.4579316539570093
"
1034,CN,fundamental,计算格力电器在2019-2023年的权益乘数的平均值。（用期初期末平均值）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8388,medium,solvency,平均总资产 / 平均股东权益,"year,资产合计,股东权益合计
2018,251234157276.81,92714711727.46
2019,282972157415.28,112047656523.08
2020,279217923628.27,116880487088.14
2021,319598183780.38,107925451166.51
2022,355070769579.7,101876048014.19
2023,368053902576.37,120646153416.44
","year,权益乘数
2019,2.6089086547311955
2020,2.455749093035482
2021,2.6637023561643565
2022,3.215748962684934
2023,3.2496742684864186
"
1035,CN,fundamental,牧原股份2019-2023年的EBIT的最小值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-930730855.06,medium,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2019,6319352276.5,565627830.6
2020,30372513238.14,922578362.49
2021,7610601758.08,2218548918.12
2022,14930032188.22,2889858125.59
2023,-4170088485.57,3239357630.51
","year,EBIT
2019,6884980107.1
2020,31295091600.63
2021,9829150676.2
2022,17819890313.809998
2023,-930730855.06
"
1036,CN,fundamental,2016至2018年间，伊利股份EBIT的平均值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7208400851.6367,medium,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2016,6632072003.91,0.0
2017,7073973345.81,209922255.6
2018,7577632378.18,131602571.41
","year,EBIT
2016,6632072003.91
2017,7283895601.410001
2018,7709234949.59
"
1037,CN,fundamental,荣盛石化的EBIT在2017到2019年的最大值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3967817551.33,medium,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2017,2345163598.63,910030050.73
2018,2293936063.93,1079978827.13
2019,3144120793.75,823696757.58
","year,EBIT
2017,3255193649.36
2018,3373914891.06
2019,3967817551.33
"
1038,CN,fundamental,对于生益科技的EBIT，其2021-2025年的最大值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4536781243.55,medium,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2021,3310073614.91,139310745.7
2022,1772771571.12,171414524.25
2023,1271189623.81,162230363.78
2024,2067930912.75,118277971.11
2025,4416350481.6,120430761.95
","year,EBIT
2021,3449384360.6099997
2022,1944186095.37
2023,1433419987.59
2024,2186208883.86
2025,4536781243.55
"
1039,CN,fundamental,计算川投能源在2017-2019年的EBIT的复合年均增长率。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-4.0804,medium,valuation,利润总额 + 利息支出,"year,利润总额,财务费用——利息费用
2017,3327446308.06,279016451.33
2018,3639430962.38,304322581.44
2019,3020271211.59,297882959.08
","year,EBIT
2017,3606462759.39
2018,3943753543.82
2019,3318154170.67
"
1040,CN,fundamental,恒立液压2019-2021年的EBITDA的平均值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2760272609.7567,medium,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,1492824438.85,55925448.16,251329223.47,10503165.98,2103580.57
2020,2609112777.25,44104910.61,294836056.24,12846732.11,2896029.83
2021,3068332803.56,29405587.24,389099751.93,13628666.72,3868656.75
","year,EBITDA
2019,1812685857.03
2020,2963796506.0400004
2021,3504335466.1999993
"
1041,CN,fundamental,2021至2023年间，北方稀土EBITDA的复合年均增长率是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-27.7967,medium,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2021,6695713432.5,440593228.69,442024337.44,40397923.33,30032852.74
2022,7437423480.2,349885035.27,439070262.76,36877394.58,34160433.9
2023,3132100036.33,250726572.14,520616481.38,23358395.41,60743158.84
","year,EBITDA
2021,7648761774.699999
2022,8297416606.709999
2023,3987544644.1
"
1042,CN,fundamental,温氏股份的EBITDA在2023到2025年的最大值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16203462683.5,medium,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2023,-6370677489.2,1301447487.26,5327517174.03,55092498.19,52062833.71
2024,9654325308.2,1122851211.6,5296978833.85,55332771.74,73974558.11
2025,5597845875.62,792096746.89,5390073757.01,57868198.42,92312014.65
","year,EBITDA
2023,365442503.9900001
2024,16203462683.500002
2025,11930196592.59
"
1043,CN,fundamental,对于天合光能的EBITDA，其2019-2021年的最小值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2197952636.88,medium,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2019,869812364.89,443275665.18,803366320.5,53138133.05,28360153.26
2020,1406890731.94,429292425.28,1092537065.73,50653132.04,22705361.56
2021,2273659994.55,535400965.26,1230129576.12,48734037.46,14686084.13
","year,EBITDA
2019,2197952636.88
2020,3002078716.5499997
2021,4102610657.5200005
"
1044,CN,fundamental,计算首创证券在2018-2022年的EBITDA的复合年均增长率。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,37.2613,medium,valuation,利润总额 + 利息支出 + 折旧与摊销,"year,利润总额,财务费用——利息费用,固定资产折旧、油气资产折耗、生产性生物资产折旧,无形资产摊销,长期待摊费用摊销
2018,212748700.0,0.0,0.0,0.0,0.0
2019,586350268.45,0.0,3891464.3,8099721.34,2422383.38
2020,785487075.92,0.0,3540417.1,8682282.49,2524620.45
2021,1082654564.12,0.0,59712233.22,10268743.95,3016051.37
2022,664027019.62,0.0,67184843.83,13363559.57,10620116.4
","year,EBITDA
2018,212748700.0
2019,600763837.47
2020,800234395.96
2021,1155651592.6599998
2022,755195539.4200001
"
1045,CN,fundamental,中国石化2021-2023年的NOPAT的最大值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,96815917045.077,medium,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2021,108348000000.0,15018000000.0,23318000000.0
2022,94515000000.0,16769000000.0,17901000000.0
2023,86116000000.0,18069000000.0,16070000000.0
","year,NOPAT
2021,96815917045.07698
2022,90206976416.44183
2023,84743166310.55785
"
1046,CN,fundamental,2018至2022年间，海尔智家NOPAT的复合年均增长率是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.7192,medium,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2018,11781495032.66,1465865741.36,1881843052.56
2019,14630608797.96,1747107740.65,2296216280.86
2020,13562278629.27,1327091393.08,2233126505.02
2021,15937513226.9,712462772.83,2705253855.89
2022,17791135761.49,988036369.52,3057822871.71
","year,NOPAT
2018,11131376871.447588
2019,13807298596.431816
2020,12437728395.684076
2021,13823787802.582588
2022,15551532095.893312
"
1047,CN,fundamental,京东方A的NOPAT在2017到2019年的平均值是？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4052979112.7152,medium,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2017,9741071539.0,2479336159.0,1880659980.0
2018,4122290167.0,3265732314.0,1242416094.0
2019,503750101.0,2525136209.0,979991504.0
","year,NOPAT
2017,9861074681.616892
2018,5161348069.11399
2019,-2863485412.585342
"
1048,CN,fundamental,对于北京银行的NOPAT，其2023-2025年的最小值是多少？（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20129000000.0,medium,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2023,28017000000.0,0.0,2285000000.0
2024,28946000000.0,0.0,2553000000.0
2025,20714000000.0,0.0,585000000.0
","year,NOPAT
2023,25732000000.0
2024,26393000000.0
2025,20129000000.0
"
1049,CN,fundamental,计算恒生电子在2019-2021年的NOPAT的平均值。（单位：元）按中国会计准则，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1428796762.8729,medium,valuation,EBIT × (1 - 实际税率) = (利润总额 + 利息支出) × (1 - 所得税费用 / 利润总额),"year,利润总额,财务费用——利息费用,所得税费用
2019,1527343218.65,4983615.42,111930746.36
2020,1437715190.65,2855157.07,74562836.44
2021,1509722615.63,10507675.01,19593930.63
","year,NOPAT
2019,1420030865.4163334
2020,1365859437.0223129
2021,1500499986.180068
"
1050,CN,macro,中国2024年的GDP平减指数是？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,730.7987,easy,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2024,1348066.2,5006.1
",
1051,CN,macro,中国2024年的增量资本产出率是？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.9366,easy,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2023,523590.3,1294271.7
2024,534534.3,1348066.2
",
1052,CN,macro,中国2025年的劳动生产率是？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26703.9241,easy,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2025,1401879.2,5254.4,72504
",
1053,CN,macro,中国2023年的全要素生产率增长率是？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0926,easy,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2022,1234029.4,3.1,73351,651406.4
2023,1294271.7,5.4,74041,688820.6
",
1054,CN,macro,中国2017年的贸易开放度是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.8186,easy,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2017,278099.2,847382.9
",
1055,CN,macro,中国2018年的中央政府杠杆率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.9835,easy,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2018,149607.41,936010.1
",
1056,CN,macro,中国2024年的财政赤字率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.8122,easy,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2024,284605.57,219734.3,1348066.2
",
1057,CN,macro,中国2025年的赤字依存度是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.8265,easy,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2025,287395.0,216045.0
",
1058,CN,macro,中国2017年的宏观税负是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.0371,easy,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2017,144369.87,847382.9
",
1059,CN,macro,中国2020年的企业贷款实际利率是？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.65,easy,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2020,3.85,98.2
",
1060,CN,macro,中国2022年的（城镇非私营单位）实际工资增长率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.7318,easy,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2021,106837.0,100.9
2022,114029.0,102.0
",
1061,CN,macro,中国2023年的（城镇私营单位）实际工资增长率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.5565,easy,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2022,65237.0,102.0
2023,68340.0,100.2
",
1062,CN,macro,中国2023年的就业弹性是？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1742,easy,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2022,73351,3.1
2023,74041,5.4
",
1063,CN,macro,2018年中国的GDP平减指数是？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,682.3888,easy,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2018,936010.1,3722.5
",
1064,CN,macro,中国的GDP平减指数在2019年是多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,691.3657,easy,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2019,1005872.4,3948.4
",
1065,CN,macro,对于GDP平减指数，中国在2021年的值是？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,726.1246,easy,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2021,1173823.0,4387.1
",
1066,CN,macro,计算2025年度中国的GDP平减指数。（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,724.0583,easy,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2025,1401879.2,5254.4
",
1067,CN,macro,2021年中国的增量资本产出率是？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.4932,easy,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2020,433086.0,1034867.6
2021,485400.7,1173823.0
",
1068,CN,macro,中国的增量资本产出率在2018年是多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.4759,easy,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2017,350973.2,847382.9
2018,396684.6,936010.1
",
1069,CN,macro,对于增量资本产出率，中国在2022年的值是？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.4514,easy,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2021,485400.7,1173823.0
2022,508826.5,1234029.4
",
1070,CN,macro,计算2020年度中国的增量资本产出率。（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9365,easy,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2019,424984.6,1005872.4
2020,433086.0,1034867.6
",
1071,CN,macro,2020年中国的劳动生产率是？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19835.7932,easy,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2020,1034867.6,4040.8,75064
",
1072,CN,macro,中国的劳动生产率在2016年是多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15765.2122,easy,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2016,761193.0,3262.1,76245
",
1073,CN,macro,对于劳动生产率，中国在2017年的值是？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16893.0673,easy,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2017,847382.9,3486.9,76058
",
1074,CN,macro,计算2023年度中国的劳动生产率。（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23736.8783,easy,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2023,1294271.7,4769.6,74041
",
1075,CN,macro,2019年中国的全要素生产率增长率是？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.4352,easy,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
",
1076,CN,macro,中国的全要素生产率增长率在2017年是多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0778,easy,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2016,761193.0,6.8,76245,386512.7
2017,847382.9,6.9,76058,431178.4
",
1077,CN,macro,对于全要素生产率增长率，中国在2022年的值是？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1872,easy,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
",
1078,CN,macro,计算2021年度中国的全要素生产率增长率。（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9617,easy,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
",
1079,CN,macro,2016年中国的贸易开放度是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.9743,easy,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2016,243386.5,761193.0
",
1080,CN,macro,中国的贸易开放度在2018年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.5862,easy,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2018,305010.1,936010.1
",
1081,CN,macro,对于贸易开放度，中国在2021年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.0026,easy,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2021,387391.8,1173823.0
",
1082,CN,macro,计算2023年度中国的贸易开放度。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.2583,easy,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2023,417510.1,1294271.7
",
1083,CN,macro,2017年中国的中央政府杠杆率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.9043,easy,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2017,134770.15,847382.9
",
1084,CN,macro,中国的中央政府杠杆率在2023年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.2042,easy,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2023,300325.5,1294271.7
",
1085,CN,macro,对于中央政府杠杆率，中国在2020年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.1867,easy,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2020,208905.87,1034867.6
",
1086,CN,macro,计算2024年度中国的中央政府杠杆率。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.6459,easy,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2024,345723.62,1348066.2
",
1087,CN,macro,2022年中国的财政赤字率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.6111,easy,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2022,260552.12,203649.29,1234029.4
",
1088,CN,macro,中国的财政赤字率在2021年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6733,easy,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2021,245673.0,202554.64,1173823.0
",
1089,CN,macro,对于财政赤字率，中国在2018年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0111,easy,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2018,220904.13,183359.84,936010.1
",
1090,CN,macro,计算2023年度中国的财政赤字率。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.468,easy,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2023,274622.94,216795.43,1294271.7
",
1091,CN,macro,2023年中国的赤字依存度是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.0571,easy,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2023,274622.94,216795.43
",
1092,CN,macro,中国的赤字依存度在2019年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.2916,easy,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2019,238858.37,190390.08
",
1093,CN,macro,对于赤字依存度，中国在2016年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9931,easy,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2016,187755.21,159604.97
",
1094,CN,macro,计算2022年度中国的赤字依存度。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.8393,easy,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2022,260552.12,203649.29
",
1095,CN,macro,2022年中国的宏观税负是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.5021,easy,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2022,166620.1,1234029.4
",
1096,CN,macro,中国的宏观税负在2024年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,12.9821,easy,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2024,175006.88,1348066.2
",
1097,CN,macro,对于宏观税负，中国在2023年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.9952,easy,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2023,181136.25,1294271.7
",
1098,CN,macro,计算2020年度中国的宏观税负。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9113,easy,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2020,154312.29,1034867.6
",
1099,CN,macro,2019年中国的企业贷款实际利率是？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.55,easy,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2019,4.25,99.7
",
1100,CN,macro,中国的企业贷款实际利率在2023年是多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.45,easy,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2023,3.45,97.0
",
1101,CN,macro,对于企业贷款实际利率，中国在2022年的值是？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.45,easy,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2022,3.65,104.1
",
1102,CN,macro,计算2021年度中国的企业贷款实际利率。（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-4.25,easy,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2021,3.85,108.1
",
1103,CN,macro,2019年中国的（城镇非私营单位）实际工资增长率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.914,easy,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2018,82413.0,102.1
2019,90501.0,102.9
",
1104,CN,macro,中国的（城镇非私营单位）实际工资增长率在2021年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.8126,easy,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2020,97379.0,102.5
2021,106837.0,100.9
",
1105,CN,macro,对于（城镇非私营单位）实际工资增长率，中国在2024年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.6269,easy,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2023,120698.0,100.2
2024,124110.0,100.2
",
1106,CN,macro,计算2018年度中国的（城镇非私营单位）实际工资增长率。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.7924,easy,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2017,74318.0,101.6
2018,82413.0,102.1
",
1107,CN,macro,2024年中国的（城镇私营单位）实际工资增长率是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.4623,easy,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2023,68340.0,100.2
2024,69476.0,100.2
",
1108,CN,macro,中国的（城镇私营单位）实际工资增长率在2021年是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.0334,easy,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2020,57727.0,102.5
2021,62884.0,100.9
",
1109,CN,macro,对于（城镇私营单位）实际工资增长率，中国在2017年的值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2359,easy,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2016,42833.0,102.0
2017,45761.0,101.6
",
1110,CN,macro,计算2020年度中国的（城镇私营单位）实际工资增长率。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.1916,easy,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2019,53604.0,102.9
2020,57727.0,102.5
",
1111,CN,macro,2018年中国的就业弹性是？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0534,easy,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2017,76058,6.9
2018,75782,6.8
",
1112,CN,macro,中国的就业弹性在2019年是多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0725,easy,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2018,75782,6.8
2019,75447,6.1
",
1113,CN,macro,对于就业弹性，中国在2020年的值是？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.2207,easy,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2019,75447,6.1
2020,75064,2.3
",
1114,CN,macro,计算2022年度中国的就业弹性。写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.5622,easy,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2021,74652,8.6
2022,73351,3.1
",
1115,CN,macro,中国在2018至2020年间的GDP平减指数，最大值比平均值高出多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.4351,hard,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2018,936010.1,3722.5
2019,1005872.4,3948.4
2020,1034867.6,4040.8
","year,GDP平减指数
2018,682.3888279573436
2019,691.3656973921468
2020,695.0299412342349
"
1116,CN,macro,2023至2025年，中国的GDP平减指数的最大值与平均值之差是多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9988,hard,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2023,1294271.7,4769.6
2024,1348066.2,5006.1
2025,1401879.2,5254.4
","year,GDP平减指数
2023,736.4267846200054
2024,730.7987208276332
2025,724.0583067523534
"
1117,CN,macro,中国在2016到2020年间，GDP平减指数的最大值与平均值相差多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,22.7171,hard,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2016,761193.0,3262.1
2017,847382.9,3486.9
2018,936010.1,3722.5
2019,1005872.4,3948.4
2020,1034867.6,4040.8
","year,GDP平减指数
2016,633.2622431415804
2017,659.517437432558
2018,682.3888279573436
2019,691.3656973921468
2020,695.0299412342349
"
1118,CN,macro,在2020-2024年间，对于中国的GDP平减指数，最大值领先平均值多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.4599,hard,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2020,1034867.6,4040.8
2021,1173823.0,4387.1
2022,1234029.4,4524.6
2023,1294271.7,4769.6
2024,1348066.2,5006.1
","year,GDP平减指数
2020,695.0299412342349
2021,726.124616943056
2022,740.1698571857929
2023,736.4267846200054
2024,730.7987208276332
"
1119,CN,macro,对于中国在2017-2019年的GDP平减指数，计算最大值与平均值的差。（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.6084,hard,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2017,847382.9,3486.9
2018,936010.1,3722.5
2019,1005872.4,3948.4
","year,GDP平减指数
2017,659.517437432558
2018,682.3888279573436
2019,691.3656973921468
"
1120,CN,macro,中国在2021至2023年间的增量资本产出率，最大值比平均值高出多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.8127,hard,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2020,433086.0,1034867.6
2021,485400.7,1173823.0
2022,508826.5,1234029.4
2023,523590.3,1294271.7
","year,增量资本产出率
2021,3.4932122105366177
2022,8.451368957453042
2023,8.691406204610375
"
1121,CN,macro,2020至2022年，中国的增量资本产出率的最大值与平均值之差是多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9761,hard,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
2022,508826.5,1234029.4
","year,增量资本产出率
2020,14.936472243681736
2021,3.4932122105366177
2022,8.451368957453042
"
1122,CN,macro,中国在2018到2022年间，增量资本产出率的最大值与平均值相差多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.4485,hard,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2017,350973.2,847382.9
2018,396684.6,936010.1
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
2022,508826.5,1234029.4
","year,增量资本产出率
2018,4.475878737001735
2019,6.0831750457686
2020,14.936472243681736
2021,3.4932122105366177
2022,8.451368957453042
"
1123,CN,macro,在2019-2023年间，对于中国的增量资本产出率，最大值领先平均值多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.6053,hard,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2018,396684.6,936010.1
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
2022,508826.5,1234029.4
2023,523590.3,1294271.7
","year,增量资本产出率
2019,6.0831750457686
2020,14.936472243681736
2021,3.4932122105366177
2022,8.451368957453042
2023,8.691406204610375
"
1124,CN,macro,对于中国在2017-2021年的增量资本产出率，计算最大值与平均值的差。（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.3243,hard,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2016,312702.5,761193.0
2017,350973.2,847382.9
2018,396684.6,936010.1
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
","year,增量资本产出率
2017,4.072091973653524
2018,4.475878737001735
2019,6.0831750457686
2020,14.936472243681736
2021,3.4932122105366177
"
1125,CN,macro,中国在2020至2022年间的劳动生产率，最大值比平均值高出多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1322.8084,hard,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
2022,1234029.4,4524.6,73351
","year,劳动生产率
2020,19835.793243099222
2021,21654.59208058726
2022,22729.40529781462
"
1126,CN,macro,2019至2021年，中国的劳动生产率的最大值与平均值之差是多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1396.5234,hard,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2019,1005872.4,3948.4,75447
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
","year,劳动生产率
2019,19283.820854374593
2020,19835.793243099222
2021,21654.59208058726
"
1127,CN,macro,中国在2020到2024年间，劳动生产率的最大值与平均值相差多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2503.1417,hard,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
2022,1234029.4,4524.6,73351
2023,1294271.7,4769.6,74041
2024,1348066.2,5006.1,73439
","year,劳动生产率
2020,19835.793243099222
2021,21654.59208058726
2022,22729.40529781462
2023,23736.878324171746
2024,25118.09430956304
"
1128,CN,macro,在2017-2019年间，对于中国的劳动生产率，最大值领先平均值多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1191.4694,hard,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2017,847382.9,3486.9,76058
2018,936010.1,3722.5,75782
2019,1005872.4,3948.4,75447
","year,劳动生产率
2017,16893.067290751795
2018,18100.166266395714
2019,19283.820854374593
"
1129,CN,macro,对于中国在2017-2021年的劳动生产率，计算最大值与平均值的差。（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2501.1041,hard,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2017,847382.9,3486.9,76058
2018,936010.1,3722.5,75782
2019,1005872.4,3948.4,75447
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
","year,劳动生产率
2017,16893.067290751795
2018,18100.166266395714
2019,19283.820854374593
2020,19835.793243099222
2021,21654.59208058726
"
1130,CN,macro,中国在2021至2023年间的全要素生产率增长率，最大值比平均值高出多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8812,hard,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
2023,1294271.7,5.4,74041,688820.6
","year,全要素生产率增长率
2021,5.961652082731456
2022,1.1871626594802862
2023,2.0926047562207852
"
1131,CN,macro,2018至2022年，中国的全要素生产率增长率的最大值与平均值之差是多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.099,hard,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2017,847382.9,6.9,76058,431178.4
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
","year,全要素生产率增长率
2018,4.037286053856434
2019,3.435163048591045
2020,-0.30775520613602786
2021,5.961652082731456
2022,1.1871626594802862
"
1132,CN,macro,中国在2019到2023年间，全要素生产率增长率的最大值与平均值相差多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.4879,hard,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
2023,1294271.7,5.4,74041,688820.6
","year,全要素生产率增长率
2019,3.435163048591045
2020,-0.30775520613602786
2021,5.961652082731456
2022,1.1871626594802862
2023,2.0926047562207852
"
1133,CN,macro,在2020-2022年间，对于中国的全要素生产率增长率，最大值领先平均值多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6813,hard,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
","year,全要素生产率增长率
2020,-0.30775520613602786
2021,5.961652082731456
2022,1.1871626594802862
"
1134,CN,macro,对于中国在2017-2021年的全要素生产率增长率，计算最大值与平均值的差。（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5208,hard,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2016,761193.0,6.8,76245,386512.7
2017,847382.9,6.9,76058,431178.4
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
","year,全要素生产率增长率
2017,4.077810255565872
2018,4.037286053856434
2019,3.435163048591045
2020,-0.30775520613602786
2021,5.961652082731456
"
1135,CN,macro,中国在2020至2024年间的贸易开放度，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2347,hard,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2020,322215.2,1034867.6
2021,387391.8,1173823.0
2022,416727.8,1234029.4
2023,417510.1,1294271.7
2024,438233.92,1348066.2
","year,贸易开放度
2020,31.135886368459115
2021,33.00257364185231
2022,33.76968166236558
2023,32.25830403307126
2024,32.50833824036238
"
1136,CN,macro,2023至2025年，中国的贸易开放度的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1081,hard,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2023,417510.1,1294271.7
2024,438233.92,1348066.2
2025,454685.0,1401879.2
","year,贸易开放度
2023,32.25830403307126
2024,32.50833824036238
2025,32.43396435299133
"
1137,CN,macro,中国在2019到2023年间，贸易开放度的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.4607,hard,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2019,315627.3,1005872.4
2020,322215.2,1034867.6
2021,387391.8,1173823.0
2022,416727.8,1234029.4
2023,417510.1,1294271.7
","year,贸易开放度
2019,31.37846311321396
2020,31.135886368459115
2021,33.00257364185231
2022,33.76968166236558
2023,32.25830403307126
"
1138,CN,macro,在2021-2023年间，对于中国的贸易开放度，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7595,hard,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2021,387391.8,1173823.0
2022,416727.8,1234029.4
2023,417510.1,1294271.7
","year,贸易开放度
2021,33.00257364185231
2022,33.76968166236558
2023,32.25830403307126
"
1139,CN,macro,对于中国在2019-2021年的贸易开放度，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1636,hard,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2019,315627.3,1005872.4
2020,322215.2,1034867.6
2021,387391.8,1173823.0
","year,贸易开放度
2019,31.37846311321396
2020,31.135886368459115
2021,33.00257364185231
"
1140,CN,macro,中国在2020至2024年间的中央政府杠杆率，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6811,hard,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2020,208905.87,1034867.6
2021,232697.29,1173823.0
2022,258692.76,1234029.4
2023,300325.5,1294271.7
2024,345723.62,1348066.2
","year,中央政府杠杆率
2020,20.18672436937827
2021,19.823882305935392
2022,20.963257439409468
2023,23.204208204506056
2024,25.6458933544955
"
1141,CN,macro,2020至2022年，中国的中央政府杠杆率的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6386,hard,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2020,208905.87,1034867.6
2021,232697.29,1173823.0
2022,258692.76,1234029.4
","year,中央政府杠杆率
2020,20.18672436937827
2021,19.823882305935392
2022,20.963257439409468
"
1142,CN,macro,中国在2016到2020年间，中央政府杠杆率的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.276,hard,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2016,120066.75,761193.0
2017,134770.15,847382.9
2018,149607.41,936010.1
2019,168038.04,1005872.4
2020,208905.87,1034867.6
","year,中央政府杠杆率
2016,15.773496340612697
2017,15.904280107611326
2018,15.983525177773188
2019,16.705701438870378
2020,20.18672436937827
"
1143,CN,macro,在2018-2020年间，对于中国的中央政府杠杆率，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5614,hard,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2018,149607.41,936010.1
2019,168038.04,1005872.4
2020,208905.87,1034867.6
","year,中央政府杠杆率
2018,15.983525177773188
2019,16.705701438870378
2020,20.18672436937827
"
1144,CN,macro,对于中国在2018-2022年的中央政府杠杆率，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.2306,hard,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2018,149607.41,936010.1
2019,168038.04,1005872.4
2020,208905.87,1034867.6
2021,232697.29,1173823.0
2022,258692.76,1234029.4
","year,中央政府杠杆率
2018,15.983525177773188
2019,16.705701438870378
2020,20.18672436937827
2021,19.823882305935392
2022,20.963257439409468
"
1145,CN,macro,中国在2019至2021年间的财政赤字率，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2127,hard,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2019,238858.37,190390.08,1005872.4
2020,245679.03,182913.88,1034867.6
2021,245673.0,202554.64,1173823.0
","year,财政赤字率
2019,4.81853264887276
2020,6.065041557006905
2021,3.6733272392856495
"
1146,CN,macro,2021至2023年，中国的财政赤字率的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3603,hard,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2021,245673.0,202554.64,1173823.0
2022,260552.12,203649.29,1234029.4
2023,274622.94,216795.43,1294271.7
","year,财政赤字率
2021,3.6733272392856495
2022,4.6111405449497385
2023,4.467957539363645
"
1147,CN,macro,中国在2021到2025年间，财政赤字率的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5588,hard,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2021,245673.0,202554.64,1173823.0
2022,260552.12,203649.29,1234029.4
2023,274622.94,216795.43,1294271.7
2024,284605.57,219734.3,1348066.2
2025,287395.0,216045.0,1401879.2
","year,财政赤字率
2021,3.6733272392856495
2022,4.6111405449497385
2023,4.467957539363645
2024,4.8121724289207775
2025,5.089596878247427
"
1148,CN,macro,在2020-2024年间，对于中国的财政赤字率，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3391,hard,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2020,245679.03,182913.88,1034867.6
2021,245673.0,202554.64,1173823.0
2022,260552.12,203649.29,1234029.4
2023,274622.94,216795.43,1294271.7
2024,284605.57,219734.3,1348066.2
","year,财政赤字率
2020,6.065041557006905
2021,3.6733272392856495
2022,4.6111405449497385
2023,4.467957539363645
2024,4.8121724289207775
"
1149,CN,macro,对于中国在2017-2019年的财政赤字率，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6758,hard,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2017,203085.49,172592.77,847382.9
2018,220904.13,183359.84,936010.1
2019,238858.37,190390.08,1005872.4
","year,财政赤字率
2017,3.5984582648528782
2018,4.011098811861112
2019,4.81853264887276
"
1150,CN,macro,中国在2021至2025年间的赤字依存度，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.213,hard,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2021,245673.0,202554.64
2022,260552.12,203649.29
2023,274622.94,216795.43
2024,284605.57,219734.3
2025,287395.0,216045.0
","year,赤字依存度
2021,17.551118763559685
2022,21.83932719488139
2023,21.057057360175378
2024,22.793394380861912
2025,24.82645835870492
"
1151,CN,macro,2022至2024年，中国的赤字依存度的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8968,hard,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2022,260552.12,203649.29
2023,274622.94,216795.43
2024,284605.57,219734.3
","year,赤字依存度
2022,21.83932719488139
2023,21.057057360175378
2024,22.793394380861912
"
1152,CN,macro,中国在2017到2019年间，赤字依存度的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.8576,hard,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2017,203085.49,172592.77
2018,220904.13,183359.84
2019,238858.37,190390.08
","year,赤字依存度
2017,15.01472114034341
2018,16.995739282918798
2019,20.29164395620719
"
1153,CN,macro,在2020-2024年间，对于中国的赤字依存度，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.7899,hard,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2020,245679.03,182913.88
2021,245673.0,202554.64
2022,260552.12,203649.29
2023,274622.94,216795.43
2024,284605.57,219734.3
","year,赤字依存度
2020,25.547622033512585
2021,17.551118763559685
2022,21.83932719488139
2023,21.057057360175378
2024,22.793394380861912
"
1154,CN,macro,对于中国在2019-2023年的赤字依存度，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.2903,hard,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2019,238858.37,190390.08
2020,245679.03,182913.88
2021,245673.0,202554.64
2022,260552.12,203649.29
2023,274622.94,216795.43
","year,赤字依存度
2019,20.29164395620719
2020,25.547622033512585
2021,17.551118763559685
2022,21.83932719488139
2023,21.057057360175378
"
1155,CN,macro,中国在2020至2022年间的宏观税负，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5349,hard,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2020,154312.29,1034867.6
2021,172735.67,1173823.0
2022,166620.1,1234029.4
","year,宏观税负
2020,14.911307494794505
2021,14.715648781801004
2022,13.502117534638966
"
1156,CN,macro,2023至2025年，中国的宏观税负的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8093,hard,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2023,181136.25,1294271.7
2024,175006.88,1348066.2
2025,176363.0,1401879.2
","year,宏观税负
2023,13.99522604102369
2024,12.98206868475747
2025,12.580470556949559
"
1157,CN,macro,中国在2022到2024年间，宏观税负的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5021,hard,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2022,166620.1,1234029.4
2023,181136.25,1294271.7
2024,175006.88,1348066.2
","year,宏观税负
2022,13.502117534638966
2023,13.99522604102369
2024,12.98206868475747
"
1158,CN,macro,在2017-2021年间，对于中国的宏观税负，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2209,hard,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2017,144369.87,847382.9
2018,156402.86,936010.1
2019,158000.46,1005872.4
2020,154312.29,1034867.6
2021,172735.67,1173823.0
","year,宏观税负
2017,17.037146961544774
2018,16.709526959164222
2019,15.707803494757385
2020,14.911307494794505
2021,14.715648781801004
"
1159,CN,macro,对于中国在2018-2020年的宏观税负，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.9333,hard,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2018,156402.86,936010.1
2019,158000.46,1005872.4
2020,154312.29,1034867.6
","year,宏观税负
2018,16.709526959164222
2019,15.707803494757385
2020,14.911307494794505
"
1160,CN,macro,中国在2020至2022年间的企业贷款实际利率，最大值比平均值高出多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.3333,hard,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2020,3.85,98.2
2021,3.85,108.1
2022,3.65,104.1
","year,企业贷款实际利率
2020,5.649999999999997
2021,-4.249999999999995
2022,-0.4499999999999944
"
1161,CN,macro,2019至2021年，中国的企业贷款实际利率的最大值与平均值之差是多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6667,hard,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2019,4.25,99.7
2020,3.85,98.2
2021,3.85,108.1
","year,企业贷款实际利率
2019,4.549999999999997
2020,5.649999999999997
2021,-4.249999999999995
"
1162,CN,macro,中国在2022到2024年间，企业贷款实际利率的最大值与平均值相差多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.6,hard,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2022,3.65,104.1
2023,3.45,97.0
2024,3.35,97.8
","year,企业贷款实际利率
2022,-0.4499999999999944
2023,6.45
2024,5.5500000000000025
"
1163,CN,macro,在2021-2025年间，对于中国的企业贷款实际利率，最大值领先平均值多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.87,hard,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2021,3.85,108.1
2022,3.65,104.1
2023,3.45,97.0
2024,3.35,97.8
2025,3.0,97.4
","year,企业贷款实际利率
2021,-4.249999999999995
2022,-0.4499999999999944
2023,6.45
2024,5.5500000000000025
2025,5.599999999999994
"
1164,CN,macro,对于中国在2023-2025年的企业贷款实际利率，计算最大值与平均值的差。（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5833,hard,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2023,3.45,97.0
2024,3.35,97.8
2025,3.0,97.4
","year,企业贷款实际利率
2023,6.45
2024,5.5500000000000025
2025,5.599999999999994
"
1165,CN,macro,中国在2021至2023年间的（城镇非私营单位）实际工资增长率，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.415,hard,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2020,97379.0,102.5
2021,106837.0,100.9
2022,114029.0,102.0
2023,120698.0,100.2
","year,（城镇非私营单位）实际工资增长率
2021,8.812566364411218
2022,4.731750236341338
2023,5.648512220575472
"
1166,CN,macro,2018至2020年，中国的（城镇非私营单位）实际工资增长率的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.857,hard,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2017,74318.0,101.6
2018,82413.0,102.1
2019,90501.0,102.9
2020,97379.0,102.5
","year,（城镇非私营单位）实际工资增长率
2018,8.792381388089018
2019,6.913985657602559
2020,5.099916023027364
"
1167,CN,macro,中国在2022到2024年间，（城镇非私营单位）实际工资增长率的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.3128,hard,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2021,106837.0,100.9
2022,114029.0,102.0
2023,120698.0,100.2
2024,124110.0,100.2
","year,（城镇非私营单位）实际工资增长率
2022,4.731750236341338
2023,5.648512220575472
2024,2.6268902550166535
"
1168,CN,macro,在2017-2019年间，对于中国的（城镇非私营单位）实际工资增长率，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7608,hard,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2016,67569.0,102.0
2017,74318.0,101.6
2018,82413.0,102.1
2019,90501.0,102.9
","year,（城镇非私营单位）实际工资增长率
2017,8.388308247865147
2018,8.792381388089018
2019,6.913985657602559
"
1169,CN,macro,对于中国在2018-2022年的（城镇非私营单位）实际工资增长率，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9424,hard,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2017,74318.0,101.6
2018,82413.0,102.1
2019,90501.0,102.9
2020,97379.0,102.5
2021,106837.0,100.9
2022,114029.0,102.0
","year,（城镇非私营单位）实际工资增长率
2018,8.792381388089018
2019,6.913985657602559
2020,5.099916023027364
2021,8.812566364411218
2022,4.731750236341338
"
1170,CN,macro,中国在2017至2019年间的（城镇私营单位）实际工资增长率，最大值比平均值高出多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6688,hard,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2016,42833.0,102.0
2017,45761.0,101.6
2018,49575.0,102.1
2019,53604.0,102.9
","year,（城镇私营单位）实际工资增长率
2017,5.235850862652643
2018,6.234608072376055
2019,5.227080181543105
"
1171,CN,macro,2021至2023年，中国的（城镇私营单位）实际工资增长率的最大值与平均值之差是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2562,hard,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2020,57727.0,102.5
2021,62884.0,100.9
2022,65237.0,102.0
2023,68340.0,100.2
","year,（城镇私营单位）实际工资增长率
2021,8.033428031943451
2022,1.7418103174098327
2023,4.556503211367777
"
1172,CN,macro,中国在2017到2021年间，（城镇私营单位）实际工资增长率的最大值与平均值相差多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0489,hard,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2016,42833.0,102.0
2017,45761.0,101.6
2018,49575.0,102.1
2019,53604.0,102.9
2020,57727.0,102.5
2021,62884.0,100.9
","year,（城镇私营单位）实际工资增长率
2017,5.235850862652643
2018,6.234608072376055
2019,5.227080181543105
2020,5.191590179837315
2021,8.033428031943451
"
1173,CN,macro,在2019-2023年间，对于中国的（城镇私营单位）实际工资增长率，最大值领先平均值多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0833,hard,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2018,49575.0,102.1
2019,53604.0,102.9
2020,57727.0,102.5
2021,62884.0,100.9
2022,65237.0,102.0
2023,68340.0,100.2
","year,（城镇私营单位）实际工资增长率
2019,5.227080181543105
2020,5.191590179837315
2021,8.033428031943451
2022,1.7418103174098327
2023,4.556503211367777
"
1174,CN,macro,对于中国在2018-2020年的（城镇私营单位）实际工资增长率，计算最大值与平均值的差。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6835,hard,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2017,45761.0,101.6
2018,49575.0,102.1
2019,53604.0,102.9
2020,57727.0,102.5
","year,（城镇私营单位）实际工资增长率
2018,6.234608072376055
2019,5.227080181543105
2020,5.191590179837315
"
1175,CN,macro,中国在2021至2025年间的就业弹性，最大值比平均值高出多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.348,hard,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2020,75064,2.3
2021,74652,8.6
2022,73351,3.1
2023,74041,5.4
2024,73439,5.0
2025,72504,5.0
","year,就业弹性
2021,-0.06382150797211149
2022,-0.5621784002502801
2023,0.17420045776850712
2024,-0.16261260652881582
2025,-0.2546330968558941
"
1176,CN,macro,2020至2024年，中国的就业弹性的最大值与平均值之差是多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3412,hard,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
2022,73351,3.1
2023,74041,5.4
2024,73439,5.0
","year,就业弹性
2020,-0.22071353285144937
2021,-0.06382150797211149
2022,-0.5621784002502801
2023,0.17420045776850712
2024,-0.16261260652881582
"
1177,CN,macro,中国在2019到2023年间，就业弹性的最大值与平均值相差多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3232,hard,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2018,75782,6.8
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
2022,73351,3.1
2023,74041,5.4
","year,就业弹性
2019,-0.0724684394538089
2020,-0.22071353285144937
2021,-0.06382150797211149
2022,-0.5621784002502801
2023,0.17420045776850712
"
1178,CN,macro,在2017-2019年间，对于中国的就业弹性，最大值领先平均值多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0182,hard,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2016,76245,6.8
2017,76058,6.9
2018,75782,6.8
2019,75447,6.1
","year,就业弹性
2017,-0.03554521512933619
2018,-0.05336484695116625
2019,-0.0724684394538089
"
1179,CN,macro,对于中国在2017-2021年的就业弹性，计算最大值与平均值的差。写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0536,hard,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2016,76245,6.8
2017,76058,6.9
2018,75782,6.8
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
","year,就业弹性
2017,-0.03554521512933619
2018,-0.05336484695116625
2019,-0.0724684394538089
2020,-0.22071353285144937
2021,-0.06382150797211149
"
1180,CN,macro,中国2019-2021年的GDP平减指数的最大值是？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,726.1246,medium,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2019,1005872.4,3948.4
2020,1034867.6,4040.8
2021,1173823.0,4387.1
","year,GDP平减指数
2019,691.3656973921468
2020,695.0299412342349
2021,726.124616943056
"
1181,CN,macro,中国2022-2024年的增量资本产出率的最小值是？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.4514,medium,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2021,485400.7,1173823.0
2022,508826.5,1234029.4
2023,523590.3,1294271.7
2024,534534.3,1348066.2
","year,增量资本产出率
2022,8.451368957453042
2023,8.691406204610375
2024,9.936597607562112
"
1182,CN,macro,中国2022-2024年的劳动生产率的平均值是？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23861.4593,medium,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2022,1234029.4,4524.6,73351
2023,1294271.7,4769.6,74041
2024,1348066.2,5006.1,73439
","year,劳动生产率
2022,22729.40529781462
2023,23736.878324171746
2024,25118.09430956304
"
1183,CN,macro,中国2018-2022年的全要素生产率增长率的最大值是？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9617,medium,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2017,847382.9,6.9,76058,431178.4
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
","year,全要素生产率增长率
2018,4.037286053856434
2019,3.435163048591045
2020,-0.30775520613602786
2021,5.961652082731456
2022,1.1871626594802862
"
1184,CN,macro,中国2021-2023年的贸易开放度的最小值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.2583,medium,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2021,387391.8,1173823.0
2022,416727.8,1234029.4
2023,417510.1,1294271.7
","year,贸易开放度
2021,33.00257364185231
2022,33.76968166236558
2023,32.25830403307126
"
1185,CN,macro,中国2022-2024年的中央政府杠杆率的最小值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.9633,medium,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2022,258692.76,1234029.4
2023,300325.5,1294271.7
2024,345723.62,1348066.2
","year,中央政府杠杆率
2022,20.963257439409468
2023,23.204208204506056
2024,25.6458933544955
"
1186,CN,macro,中国2023-2025年的财政赤字率的平均值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.7899,medium,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2023,274622.94,216795.43,1294271.7
2024,284605.57,219734.3,1348066.2
2025,287395.0,216045.0,1401879.2
","year,财政赤字率
2023,4.467957539363645
2024,4.8121724289207775
2025,5.089596878247427
"
1187,CN,macro,中国2021-2023年的赤字依存度的平均值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.1492,medium,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2021,245673.0,202554.64
2022,260552.12,203649.29
2023,274622.94,216795.43
","year,赤字依存度
2021,17.551118763559685
2022,21.83932719488139
2023,21.057057360175378
"
1188,CN,macro,中国2019-2021年的宏观税负的最小值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.7156,medium,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2019,158000.46,1005872.4
2020,154312.29,1034867.6
2021,172735.67,1173823.0
","year,宏观税负
2019,15.707803494757385
2020,14.911307494794505
2021,14.715648781801004
"
1189,CN,macro,中国2019-2023年的企业贷款实际利率的最大值是？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.45,medium,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2019,4.25,99.7
2020,3.85,98.2
2021,3.85,108.1
2022,3.65,104.1
2023,3.45,97.0
","year,企业贷款实际利率
2019,4.549999999999997
2020,5.649999999999997
2021,-4.249999999999995
2022,-0.4499999999999944
2023,6.45
"
1190,CN,macro,中国2022-2024年的（城镇非私营单位）实际工资增长率的平均值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.3357,medium,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2021,106837.0,100.9
2022,114029.0,102.0
2023,120698.0,100.2
2024,124110.0,100.2
","year,（城镇非私营单位）实际工资增长率
2022,4.731750236341338
2023,5.648512220575472
2024,2.6268902550166535
"
1191,CN,macro,中国2017-2021年的（城镇私营单位）实际工资增长率的最小值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.1916,medium,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2016,42833.0,102.0
2017,45761.0,101.6
2018,49575.0,102.1
2019,53604.0,102.9
2020,57727.0,102.5
2021,62884.0,100.9
","year,（城镇私营单位）实际工资增长率
2017,5.235850862652643
2018,6.234608072376055
2019,5.227080181543105
2020,5.191590179837315
2021,8.033428031943451
"
1192,CN,macro,中国2019-2021年的就业弹性的最大值是？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0638,medium,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2018,75782,6.8
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
","year,就业弹性
2019,-0.0724684394538089
2020,-0.22071353285144937
2021,-0.06382150797211149
"
1193,CN,macro,2019至2023年间，中国GDP平减指数的最大值是多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,740.1699,medium,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2019,1005872.4,3948.4
2020,1034867.6,4040.8
2021,1173823.0,4387.1
2022,1234029.4,4524.6
2023,1294271.7,4769.6
","year,GDP平减指数
2019,691.3656973921468
2020,695.0299412342349
2021,726.124616943056
2022,740.1698571857929
2023,736.4267846200054
"
1194,CN,macro,中国的GDP平减指数在2016到2018年的平均值是？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,658.3895,medium,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2016,761193.0,3262.1
2017,847382.9,3486.9
2018,936010.1,3722.5
","year,GDP平减指数
2016,633.2622431415804
2017,659.517437432558
2018,682.3888279573436
"
1195,CN,macro,对于中国的GDP平减指数，其2017-2021年的平均值是多少？（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,690.8853,medium,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2017,847382.9,3486.9
2018,936010.1,3722.5
2019,1005872.4,3948.4
2020,1034867.6,4040.8
2021,1173823.0,4387.1
","year,GDP平减指数
2017,659.517437432558
2018,682.3888279573436
2019,691.3656973921468
2020,695.0299412342349
2021,726.124616943056
"
1196,CN,macro,计算中国在2020至2022年的GDP平减指数的最小值。（实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,695.0299,medium,inflation,GDP平减指数 = 名义GDP / 实际GDP * 100；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100)
1978,3684.8,100.0
2020,1034867.6,4040.8
2021,1173823.0,4387.1
2022,1234029.4,4524.6
","year,GDP平减指数
2020,695.0299412342349
2021,726.124616943056
2022,740.1698571857929
"
1197,CN,macro,2018至2022年间，中国增量资本产出率的最大值是多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9365,medium,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2017,350973.2,847382.9
2018,396684.6,936010.1
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
2022,508826.5,1234029.4
","year,增量资本产出率
2018,4.475878737001735
2019,6.0831750457686
2020,14.936472243681736
2021,3.4932122105366177
2022,8.451368957453042
"
1198,CN,macro,中国的增量资本产出率在2017到2021年的最小值是？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.4932,medium,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2016,312702.5,761193.0
2017,350973.2,847382.9
2018,396684.6,936010.1
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
","year,增量资本产出率
2017,4.072091973653524
2018,4.475878737001735
2019,6.0831750457686
2020,14.936472243681736
2021,3.4932122105366177
"
1199,CN,macro,对于中国的增量资本产出率，其2020-2022年的最大值是多少？（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9365,medium,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
2022,508826.5,1234029.4
","year,增量资本产出率
2020,14.936472243681736
2021,3.4932122105366177
2022,8.451368957453042
"
1200,CN,macro,计算中国在2019至2021年的增量资本产出率的最大值。（名义口径）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.9365,medium,productivity,增量资本产出率 = \Delta K / \Delta Y = 固定资本形成总额 / GDP增量,"year,固定资本形成总额 (亿元),国内生产总值 (亿元)
2018,396684.6,936010.1
2019,424984.6,1005872.4
2020,433086.0,1034867.6
2021,485400.7,1173823.0
","year,增量资本产出率
2019,6.0831750457686
2020,14.936472243681736
2021,3.4932122105366177
"
1201,CN,macro,2019至2021年间，中国劳动生产率的最小值是多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19283.8209,medium,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2019,1005872.4,3948.4,75447
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
","year,劳动生产率
2019,19283.820854374593
2020,19835.793243099222
2021,21654.59208058726
"
1202,CN,macro,中国的劳动生产率在2019到2023年的最大值是？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23736.8783,medium,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2019,1005872.4,3948.4,75447
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
2022,1234029.4,4524.6,73351
2023,1294271.7,4769.6,74041
","year,劳动生产率
2019,19283.820854374593
2020,19835.793243099222
2021,21654.59208058726
2022,22729.40529781462
2023,23736.878324171746
"
1203,CN,macro,对于中国的劳动生产率，其2020-2024年的最小值是多少？（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19835.7932,medium,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2020,1034867.6,4040.8,75064
2021,1173823.0,4387.1,74652
2022,1234029.4,4524.6,73351
2023,1294271.7,4769.6,74041
2024,1348066.2,5006.1,73439
","year,劳动生产率
2020,19835.793243099222
2021,21654.59208058726
2022,22729.40529781462
2023,23736.878324171746
2024,25118.09430956304
"
1204,CN,macro,计算中国在2016至2020年的劳动生产率的最大值。（单位：元/人；实际GDP以1978年为基期）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19835.7932,medium,productivity,实际GDP / 从业人数；实际GDP = 1978年GDP × t年GDP指数(1978年=100) / 100,"year,国内生产总值 (亿元),国内生产总值指数 (1978年=100),就业人员 (万人)
1978,3684.8,100.0,40152
2016,761193.0,3262.1,76245
2017,847382.9,3486.9,76058
2018,936010.1,3722.5,75782
2019,1005872.4,3948.4,75447
2020,1034867.6,4040.8,75064
","year,劳动生产率
2016,15765.212249983606
2017,16893.067290751795
2018,18100.166266395714
2019,19283.820854374593
2020,19835.793243099222
"
1205,CN,macro,2021至2023年间，中国全要素生产率增长率的最大值是多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9617,medium,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
2023,1294271.7,5.4,74041,688820.6
","year,全要素生产率增长率
2021,5.961652082731456
2022,1.1871626594802862
2023,2.0926047562207852
"
1206,CN,macro,中国的全要素生产率增长率在2017到2019年的最大值是？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0778,medium,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2016,761193.0,6.8,76245,386512.7
2017,847382.9,6.9,76058,431178.4
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
","year,全要素生产率增长率
2017,4.077810255565872
2018,4.037286053856434
2019,3.435163048591045
"
1207,CN,macro,对于中国的全要素生产率增长率，其2020-2022年的最大值是多少？（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.9617,medium,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
2022,1234029.4,3.1,73351,651406.4
","year,全要素生产率增长率
2020,-0.30775520613602786
2021,5.961652082731456
2022,1.1871626594802862
"
1208,CN,macro,计算中国在2019至2021年的全要素生产率增长率的平均值。（单位：%；\Delta K 直接取 6%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0297,medium,productivity,全要素生产率增长率 = \Delta TFP * 100% = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%；\alpha = 1 - \beta；\beta = 劳动者报酬 / GDP,"year,国内生产总值 (亿元),GDP增长率 (%),就业人员 (万人),非金融交易资金来源劳动者报酬 (亿元)
2018,936010.1,6.8,75782,476220.2
2019,1005872.4,6.1,75447,520757.3
2020,1034867.6,2.3,75064,539446.5
2021,1173823.0,8.6,74652,602544.8
","year,全要素生产率增长率
2019,3.435163048591045
2020,-0.30775520613602786
2021,5.961652082731456
"
1209,CN,macro,2016至2020年间，中国贸易开放度的最小值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.1359,medium,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2016,243386.5,761193.0
2017,278099.2,847382.9
2018,305010.1,936010.1
2019,315627.3,1005872.4
2020,322215.2,1034867.6
","year,贸易开放度
2016,31.974348161373
2017,32.81859947846481
2018,32.58619752073188
2019,31.37846311321396
2020,31.135886368459115
"
1210,CN,macro,中国的贸易开放度在2020到2024年的平均值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.535,medium,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2020,322215.2,1034867.6
2021,387391.8,1173823.0
2022,416727.8,1234029.4
2023,417510.1,1294271.7
2024,438233.92,1348066.2
","year,贸易开放度
2020,31.135886368459115
2021,33.00257364185231
2022,33.76968166236558
2023,32.25830403307126
2024,32.50833824036238
"
1211,CN,macro,对于中国的贸易开放度，其2021-2025年的最小值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.2583,medium,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2021,387391.8,1173823.0
2022,416727.8,1234029.4
2023,417510.1,1294271.7
2024,438233.92,1348066.2
2025,454685.0,1401879.2
","year,贸易开放度
2021,33.00257364185231
2022,33.76968166236558
2023,32.25830403307126
2024,32.50833824036238
2025,32.43396435299133
"
1212,CN,macro,计算中国在2018至2020年的贸易开放度的平均值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.7002,medium,external trade,进出口总额 / GDP * 100%,"year,进出口总额 (人民币) (亿元),国内生产总值 (亿元)
2018,305010.1,936010.1
2019,315627.3,1005872.4
2020,322215.2,1034867.6
","year,贸易开放度
2018,32.58619752073188
2019,31.37846311321396
2020,31.135886368459115
"
1213,CN,macro,2018至2020年间，中国中央政府杠杆率的最小值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.9835,medium,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2018,149607.41,936010.1
2019,168038.04,1005872.4
2020,208905.87,1034867.6
","year,中央政府杠杆率
2018,15.983525177773188
2019,16.705701438870378
2020,20.18672436937827
"
1214,CN,macro,中国的中央政府杠杆率在2021到2023年的最大值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.2042,medium,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2021,232697.29,1173823.0
2022,258692.76,1234029.4
2023,300325.5,1294271.7
","year,中央政府杠杆率
2021,19.823882305935392
2022,20.963257439409468
2023,23.204208204506056
"
1215,CN,macro,对于中国的中央政府杠杆率，其2016-2020年的最大值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.1867,medium,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2016,120066.75,761193.0
2017,134770.15,847382.9
2018,149607.41,936010.1
2019,168038.04,1005872.4
2020,208905.87,1034867.6
","year,中央政府杠杆率
2016,15.773496340612697
2017,15.904280107611326
2018,15.983525177773188
2019,16.705701438870378
2020,20.18672436937827
"
1216,CN,macro,计算中国在2020至2022年的中央政府杠杆率的最小值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.8239,medium,fiscal,中央财政债务余额 / GDP * 100%,"year,中央财政债务余额 (亿元),国内生产总值 (亿元)
2020,208905.87,1034867.6
2021,232697.29,1173823.0
2022,258692.76,1234029.4
","year,中央政府杠杆率
2020,20.18672436937827
2021,19.823882305935392
2022,20.963257439409468
"
1217,CN,macro,2016至2018年间，中国财政赤字率的平均值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.7692,medium,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2016,187755.21,159604.97,761193.0
2017,203085.49,172592.77,847382.9
2018,220904.13,183359.84,936010.1
","year,财政赤字率
2016,3.6981737877253194
2017,3.5984582648528782
2018,4.011098811861112
"
1218,CN,macro,中国的财政赤字率在2021到2023年的最大值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.6111,medium,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2021,245673.0,202554.64,1173823.0
2022,260552.12,203649.29,1234029.4
2023,274622.94,216795.43,1294271.7
","year,财政赤字率
2021,3.6733272392856495
2022,4.6111405449497385
2023,4.467957539363645
"
1219,CN,macro,对于中国的财政赤字率，其2016-2020年的最小值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.5985,medium,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2016,187755.21,159604.97,761193.0
2017,203085.49,172592.77,847382.9
2018,220904.13,183359.84,936010.1
2019,238858.37,190390.08,1005872.4
2020,245679.03,182913.88,1034867.6
","year,财政赤字率
2016,3.6981737877253194
2017,3.5984582648528782
2018,4.011098811861112
2019,4.81853264887276
2020,6.065041557006905
"
1220,CN,macro,计算中国在2020至2022年的财政赤字率的最小值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.6733,medium,fiscal,财政赤字 / GDP * 100%；财政赤字 = 一般公共预算支出 - 一般公共预算收入,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元),国内生产总值 (亿元)
2020,245679.03,182913.88,1034867.6
2021,245673.0,202554.64,1173823.0
2022,260552.12,203649.29,1234029.4
","year,财政赤字率
2020,6.065041557006905
2021,3.6733272392856495
2022,4.6111405449497385
"
1221,CN,macro,2016至2020年间，中国赤字依存度的平均值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.5686,medium,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2016,187755.21,159604.97
2017,203085.49,172592.77
2018,220904.13,183359.84
2019,238858.37,190390.08
2020,245679.03,182913.88
","year,赤字依存度
2016,14.993053987689606
2017,15.01472114034341
2018,16.995739282918798
2019,20.29164395620719
2020,25.547622033512585
"
1222,CN,macro,中国的赤字依存度在2021到2025年的最小值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.5511,medium,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2021,245673.0,202554.64
2022,260552.12,203649.29
2023,274622.94,216795.43
2024,284605.57,219734.3
2025,287395.0,216045.0
","year,赤字依存度
2021,17.551118763559685
2022,21.83932719488139
2023,21.057057360175378
2024,22.793394380861912
2025,24.82645835870492
"
1223,CN,macro,对于中国的赤字依存度，其2016-2018年的平均值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.6678,medium,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2016,187755.21,159604.97
2017,203085.49,172592.77
2018,220904.13,183359.84
","year,赤字依存度
2016,14.993053987689606
2017,15.01472114034341
2018,16.995739282918798
"
1224,CN,macro,计算中国在2023至2025年的赤字依存度的最大值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.8265,medium,fiscal,(一般公共预算支出 - 一般公共预算收入) / 一般公共预算支出 * 100%,"year,一般公共预算支出 (亿元),一般公共预算收入 (亿元)
2023,274622.94,216795.43
2024,284605.57,219734.3
2025,287395.0,216045.0
","year,赤字依存度
2023,21.057057360175378
2024,22.793394380861912
2025,24.82645835870492
"
1225,CN,macro,2021至2025年间，中国宏观税负的平均值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.5551,medium,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2021,172735.67,1173823.0
2022,166620.1,1234029.4
2023,181136.25,1294271.7
2024,175006.88,1348066.2
2025,176363.0,1401879.2
","year,宏观税负
2021,14.715648781801004
2022,13.502117534638966
2023,13.99522604102369
2024,12.98206868475747
2025,12.580470556949559
"
1226,CN,macro,中国的宏观税负在2017到2021年的最大值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.0371,medium,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2017,144369.87,847382.9
2018,156402.86,936010.1
2019,158000.46,1005872.4
2020,154312.29,1034867.6
2021,172735.67,1173823.0
","year,宏观税负
2017,17.037146961544774
2018,16.709526959164222
2019,15.707803494757385
2020,14.911307494794505
2021,14.715648781801004
"
1227,CN,macro,对于中国的宏观税负，其2019-2023年的平均值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.5664,medium,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2019,158000.46,1005872.4
2020,154312.29,1034867.6
2021,172735.67,1173823.0
2022,166620.1,1234029.4
2023,181136.25,1294271.7
","year,宏观税负
2019,15.707803494757385
2020,14.911307494794505
2021,14.715648781801004
2022,13.502117534638966
2023,13.99522604102369
"
1228,CN,macro,计算中国在2022至2024年的宏观税负的最大值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.9952,medium,fiscal,税收 / GDP * 100%,"year,税收 (亿元),国内生产总值 (亿元)
2022,166620.1,1234029.4
2023,181136.25,1294271.7
2024,175006.88,1348066.2
","year,宏观税负
2022,13.502117534638966
2023,13.99522604102369
2024,12.98206868475747
"
1229,CN,macro,2021至2023年间，中国企业贷款实际利率的最小值是多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-4.25,medium,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2021,3.85,108.1
2022,3.65,104.1
2023,3.45,97.0
","year,企业贷款实际利率
2021,-4.249999999999995
2022,-0.4499999999999944
2023,6.45
"
1230,CN,macro,中国的企业贷款实际利率在2023到2025年的平均值是？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.8667,medium,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2023,3.45,97.0
2024,3.35,97.8
2025,3.0,97.4
","year,企业贷款实际利率
2023,6.45
2024,5.5500000000000025
2025,5.599999999999994
"
1231,CN,macro,对于中国的企业贷款实际利率，其2020-2022年的最小值是多少？（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-4.25,medium,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2020,3.85,98.2
2021,3.85,108.1
2022,3.65,104.1
","year,企业贷款实际利率
2020,5.649999999999997
2021,-4.249999999999995
2022,-0.4499999999999944
"
1232,CN,macro,计算中国在2021至2025年的企业贷款实际利率的最小值。（单位：%；LPR用每年8月份公布的1年期LPR）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-4.25,medium,inflation,名义利率 - 通胀率 = 1年期LPR - PPI同比增速,"year,1年期LPR (%),工业生产者出厂价格指数 (上年=100)
2021,3.85,108.1
2022,3.65,104.1
2023,3.45,97.0
2024,3.35,97.8
2025,3.0,97.4
","year,企业贷款实际利率
2021,-4.249999999999995
2022,-0.4499999999999944
2023,6.45
2024,5.5500000000000025
2025,5.599999999999994
"
1233,CN,macro,2020至2022年间，中国（城镇非私营单位）实际工资增长率的最小值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.7318,medium,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2019,90501.0,102.9
2020,97379.0,102.5
2021,106837.0,100.9
2022,114029.0,102.0
","year,（城镇非私营单位）实际工资增长率
2020,5.099916023027364
2021,8.812566364411218
2022,4.731750236341338
"
1234,CN,macro,中国的（城镇非私营单位）实际工资增长率在2019到2023年的最大值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.8126,medium,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2018,82413.0,102.1
2019,90501.0,102.9
2020,97379.0,102.5
2021,106837.0,100.9
2022,114029.0,102.0
2023,120698.0,100.2
","year,（城镇非私营单位）实际工资增长率
2019,6.913985657602559
2020,5.099916023027364
2021,8.812566364411218
2022,4.731750236341338
2023,5.648512220575472
"
1235,CN,macro,对于中国的（城镇非私营单位）实际工资增长率，其2019-2021年的最大值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.8126,medium,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2018,82413.0,102.1
2019,90501.0,102.9
2020,97379.0,102.5
2021,106837.0,100.9
","year,（城镇非私营单位）实际工资增长率
2019,6.913985657602559
2020,5.099916023027364
2021,8.812566364411218
"
1236,CN,macro,计算中国在2018至2020年的（城镇非私营单位）实际工资增长率的最小值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0999,medium,labor,名义工资增长率 - 通胀率 = 城镇非私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇非私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2017,74318.0,101.6
2018,82413.0,102.1
2019,90501.0,102.9
2020,97379.0,102.5
","year,（城镇非私营单位）实际工资增长率
2018,8.792381388089018
2019,6.913985657602559
2020,5.099916023027364
"
1237,CN,macro,2020至2024年间，中国（城镇私营单位）实际工资增长率的最大值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.0334,medium,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2019,53604.0,102.9
2020,57727.0,102.5
2021,62884.0,100.9
2022,65237.0,102.0
2023,68340.0,100.2
2024,69476.0,100.2
","year,（城镇私营单位）实际工资增长率
2020,5.191590179837315
2021,8.033428031943451
2022,1.7418103174098327
2023,4.556503211367777
2024,1.4622768510389212
"
1238,CN,macro,中国的（城镇私营单位）实际工资增长率在2017到2019年的最小值是？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2271,medium,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2016,42833.0,102.0
2017,45761.0,101.6
2018,49575.0,102.1
2019,53604.0,102.9
","year,（城镇私营单位）实际工资增长率
2017,5.235850862652643
2018,6.234608072376055
2019,5.227080181543105
"
1239,CN,macro,对于中国的（城镇私营单位）实际工资增长率，其2018-2020年的平均值是多少？（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.5511,medium,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2017,45761.0,101.6
2018,49575.0,102.1
2019,53604.0,102.9
2020,57727.0,102.5
","year,（城镇私营单位）实际工资增长率
2018,6.234608072376055
2019,5.227080181543105
2020,5.191590179837315
"
1240,CN,macro,计算中国在2019至2021年的（城镇私营单位）实际工资增长率的最小值。（单位：%）写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.1916,medium,labor,名义工资增长率 - 通胀率 = 城镇私营单位就业人员平均工资同比增速 - CPI同比增速,"year,城镇私营单位就业人员平均工资 (元),居民消费价格指数 (上年=100)
2018,49575.0,102.1
2019,53604.0,102.9
2020,57727.0,102.5
2021,62884.0,100.9
","year,（城镇私营单位）实际工资增长率
2019,5.227080181543105
2020,5.191590179837315
2021,8.033428031943451
"
1241,CN,macro,2020至2022年间，中国就业弹性的最小值是多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.5622,medium,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
2022,73351,3.1
","year,就业弹性
2020,-0.22071353285144937
2021,-0.06382150797211149
2022,-0.5621784002502801
"
1242,CN,macro,中国的就业弹性在2018到2022年的平均值是？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1945,medium,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2017,76058,6.9
2018,75782,6.8
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
2022,73351,3.1
","year,就业弹性
2018,-0.05336484695116625
2019,-0.0724684394538089
2020,-0.22071353285144937
2021,-0.06382150797211149
2022,-0.5621784002502801
"
1243,CN,macro,对于中国的就业弹性，其2020-2024年的最小值是多少？写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.5622,medium,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2019,75447,6.1
2020,75064,2.3
2021,74652,8.6
2022,73351,3.1
2023,74041,5.4
2024,73439,5.0
","year,就业弹性
2020,-0.22071353285144937
2021,-0.06382150797211149
2022,-0.5621784002502801
2023,0.17420045776850712
2024,-0.16261260652881582
"
1244,CN,macro,计算中国在2022至2024年的就业弹性的平均值。写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1835,medium,labor,就业弹性 = 就业增长率 / GDP增长率,"year,就业人员 (万人),GDP增长率 (%)
2021,74652,8.6
2022,73351,3.1
2023,74041,5.4
2024,73439,5.0
","year,就业弹性
2022,-0.5621784002502801
2023,0.17420045776850712
2024,-0.16261260652881582
"
1245,CN,technical,中国电建2022年06月29日的布林带下轨的值是？（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.6014,easy,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close
2022-06-01,7.67
2022-06-02,7.72
2022-06-06,7.85
2022-06-07,7.71
2022-06-08,7.69
2022-06-09,7.97
2022-06-10,7.9
2022-06-13,7.77
2022-06-14,7.91
2022-06-15,8.33
2022-06-16,8.09
2022-06-17,8.09
2022-06-20,8.09
2022-06-21,7.96
2022-06-22,7.92
2022-06-23,7.99
2022-06-24,7.83
2022-06-27,7.96
2022-06-28,7.96
2022-06-29,7.99
",
1246,CN,technical,2020年04月30日，圣邦股份的布林带下轨值是多少？（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,264.6808,easy,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close
2020-04-02,289.87
2020-04-03,303.0
2020-04-07,307.0
2020-04-08,289.86
2020-04-09,287.5
2020-04-10,276.0
2020-04-13,275.2
2020-04-14,278.0
2020-04-15,275.08
2020-04-16,287.32
2020-04-17,291.58
2020-04-20,296.37
2020-04-21,286.23
2020-04-22,290.7
2020-04-23,275.9
2020-04-24,272.02
2020-04-27,273.56
2020-04-28,292.01
2020-04-29,291.42
2020-04-30,315.42
",
1247,CN,technical,对于福斯特2024年07月03日的布林带，其上轨值是多少？（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,29.7173,easy,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close
2024-06-05,25.55
2024-06-06,24.92
2024-06-07,24.56
2024-06-11,25.29
2024-06-12,24.81
2024-06-13,24.48
2024-06-14,24.45
2024-06-17,24.1
2024-06-18,23.3
2024-06-19,22.9
2024-06-20,22.4
2024-06-21,22.31
2024-06-24,15.31
2024-06-25,15.35
2024-06-26,15.44
2024-06-27,15.02
2024-06-28,14.7
2024-07-01,14.38
2024-07-02,13.87
2024-07-03,13.51
",
1248,CN,technical,关于布林带的中轨，2021年02月10日领益智造的值是？（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.963,easy,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close
2021-01-14,12.41
2021-01-15,11.9
2021-01-18,12.05
2021-01-19,11.81
2021-01-20,11.82
2021-01-21,11.88
2021-01-22,11.69
2021-01-25,11.18
2021-01-26,10.79
2021-01-27,10.63
2021-01-28,10.19
2021-01-29,10.31
2021-02-01,10.88
2021-02-02,10.77
2021-02-03,10.28
2021-02-04,10.17
2021-02-05,9.92
2021-02-08,9.81
2021-02-09,10.26
2021-02-10,10.51
",
1249,CN,technical,计算光大银行2021年07月28日的布林带上轨值。（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.8616,easy,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close
2021-07-01,3.78
2021-07-02,3.76
2021-07-05,3.71
2021-07-06,3.71
2021-07-07,3.7
2021-07-08,3.66
2021-07-09,3.62
2021-07-12,3.62
2021-07-13,3.65
2021-07-14,3.61
2021-07-15,3.65
2021-07-16,3.65
2021-07-19,3.65
2021-07-20,3.65
2021-07-21,3.43
2021-07-22,3.45
2021-07-23,3.44
2021-07-26,3.39
2021-07-27,3.33
2021-07-28,3.34
",
1250,CN,technical,联影医疗2025年12月19日的肯特纳通道下轨的值是？（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,126.1832,easy,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2025-08-21,133.8,136.0,130.11
2025-08-22,135.38,135.48,132.28
2025-08-25,135.85,137.94,134.41
2025-08-26,136.5,138.88,135.01
2025-08-27,135.6,140.99,135.5
2025-08-28,136.26,137.58,133.2
2025-08-29,141.8,142.98,135.94
2025-09-01,152.1,152.1,142.43
2025-09-02,150.56,152.38,149.21
2025-09-03,148.84,154.06,146.71
2025-09-04,141.2,149.7,139.0
2025-09-05,142.64,143.23,140.0
2025-09-08,158.3,164.5,144.39
2025-09-09,153.61,157.9,151.9
2025-09-10,152.29,156.55,151.7
2025-09-11,154.99,155.18,148.88
2025-09-12,151.1,155.82,151.1
2025-09-15,152.0,154.0,150.7
2025-09-16,152.98,153.75,149.87
2025-09-17,151.6,153.9,149.8
2025-09-18,150.0,153.55,148.81
2025-09-19,147.9,151.4,147.9
2025-09-22,145.93,151.98,144.71
2025-09-23,143.89,147.41,141.99
2025-09-24,147.23,147.87,143.19
2025-09-25,148.75,149.59,146.41
2025-09-26,144.32,148.5,144.01
2025-09-29,147.9,148.46,143.08
2025-09-30,151.7,151.95,148.73
2025-10-09,157.55,159.06,150.25
2025-10-10,156.4,158.88,155.16
2025-10-13,153.03,156.69,150.88
2025-10-14,147.8,154.96,147.51
2025-10-15,148.36,149.15,146.3
2025-10-16,147.66,150.3,147.06
2025-10-17,143.89,148.88,143.2
2025-10-20,141.05,145.02,140.53
2025-10-21,143.03,144.27,142.0
2025-10-22,140.0,143.62,140.0
2025-10-23,140.0,140.86,138.5
2025-10-24,142.16,143.26,141.13
2025-10-27,143.83,147.79,143.03
2025-10-28,144.81,145.97,143.13
2025-10-29,146.56,146.56,143.04
2025-10-30,141.03,154.9,141.01
2025-10-31,139.92,142.44,139.6
2025-11-03,137.69,140.68,135.88
2025-11-04,137.0,138.49,136.1
2025-11-05,138.98,140.69,136.01
2025-11-06,137.8,139.53,137.53
2025-11-07,137.66,139.3,137.53
2025-11-10,141.77,142.0,137.0
2025-11-11,141.5,141.8,140.12
2025-11-12,139.88,141.5,138.09
2025-11-13,138.02,140.17,137.6
2025-11-14,136.88,138.56,136.88
2025-11-17,134.0,136.8,133.33
2025-11-18,134.25,134.4,132.4
2025-11-19,131.11,134.49,131.06
2025-11-20,130.69,132.32,130.13
2025-11-21,133.5,135.47,129.88
2025-11-24,134.7,135.5,133.1
2025-11-25,133.69,135.5,132.95
2025-11-26,131.9,134.77,131.72
2025-11-27,132.1,133.16,130.07
2025-11-28,133.1,133.96,132.04
2025-12-01,131.3,132.9,129.89
2025-12-02,128.71,131.65,128.68
2025-12-03,128.88,129.88,128.6
2025-12-04,128.87,130.18,128.71
2025-12-05,130.61,130.86,127.6
2025-12-08,129.72,131.19,129.43
2025-12-09,128.98,130.82,128.47
2025-12-10,129.79,130.19,127.91
2025-12-11,128.7,129.99,128.7
2025-12-12,128.63,129.77,127.63
2025-12-15,129.8,130.53,128.31
2025-12-16,127.19,129.98,127.01
2025-12-17,127.46,127.75,126.01
2025-12-18,126.86,127.99,126.52
2025-12-19,127.34,128.0,126.61
",
1251,CN,technical,2022年01月14日，石头科技的肯特纳通道上轨值是多少？（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,924.654,easy,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2021-09-14,791.2,823.38,778.86
2021-09-15,760.01,799.0,749.99
2021-09-16,753.3,783.03,750.02
2021-09-17,737.0,759.21,725.4
2021-09-22,716.06,736.0,702.22
2021-09-23,732.0,737.66,712.47
2021-09-24,755.0,764.99,720.6
2021-09-27,739.8,767.16,717.0
2021-09-28,725.0,747.77,718.22
2021-09-29,719.49,736.0,716.63
2021-09-30,706.93,724.0,694.0
2021-10-08,730.86,755.88,709.16
2021-10-11,704.0,735.57,700.0
2021-10-12,681.6,708.0,675.89
2021-10-13,732.0,734.0,683.0
2021-10-14,779.59,783.9,719.86
2021-10-15,773.83,808.85,747.0
2021-10-18,742.32,775.01,732.0
2021-10-19,821.0,823.0,739.98
2021-10-20,844.1,849.8,805.01
2021-10-21,893.5,899.0,832.28
2021-10-22,904.97,917.68,857.54
2021-10-25,900.0,903.0,875.99
2021-10-26,868.0,913.73,820.0
2021-10-27,870.02,895.87,848.63
2021-10-28,880.02,888.0,847.03
2021-10-29,900.0,909.69,860.3
2021-11-01,977.99,989.99,879.12
2021-11-02,1004.0,1019.8,959.8
2021-11-03,976.0,1030.0,966.06
2021-11-04,970.0,990.61,935.87
2021-11-05,938.0,970.07,919.0
2021-11-08,908.0,934.4,894.48
2021-11-09,909.8,921.06,880.02
2021-11-10,912.0,918.58,860.0
2021-11-11,928.0,930.0,888.0
2021-11-12,867.5,954.96,867.0
2021-11-15,861.99,882.03,829.56
2021-11-16,881.0,903.96,853.73
2021-11-17,888.0,910.99,860.77
2021-11-18,855.07,895.0,854.03
2021-11-19,882.0,888.0,850.0
2021-11-22,860.0,887.0,852.0
2021-11-23,856.05,875.0,844.28
2021-11-24,891.01,898.75,851.04
2021-11-25,886.4,917.0,880.58
2021-11-26,848.01,887.37,846.2
2021-11-29,807.51,853.13,792.47
2021-11-30,811.91,835.68,798.18
2021-12-01,756.0,807.48,749.5
2021-12-02,739.0,762.0,735.01
2021-12-03,735.0,747.85,718.78
2021-12-06,734.7,749.4,727.08
2021-12-07,760.0,775.0,734.69
2021-12-08,811.56,818.18,761.0
2021-12-09,827.5,834.97,802.0
2021-12-10,816.98,827.59,793.28
2021-12-13,812.98,844.55,802.28
2021-12-14,794.69,817.8,785.0
2021-12-15,810.0,818.0,785.01
2021-12-16,813.58,823.86,792.5
2021-12-17,813.92,834.69,795.12
2021-12-20,772.55,818.0,772.0
2021-12-21,810.56,815.99,753.92
2021-12-22,788.17,815.0,781.54
2021-12-23,775.01,804.97,770.0
2021-12-24,783.12,785.0,766.89
2021-12-27,783.0,798.0,760.68
2021-12-28,776.8,782.0,750.13
2021-12-29,775.0,793.0,761.0
2021-12-30,803.21,818.0,776.0
2021-12-31,813.0,825.0,795.03
2022-01-04,764.0,815.0,754.0
2022-01-05,815.26,836.23,760.01
2022-01-06,828.0,847.97,805.51
2022-01-07,848.33,869.79,813.02
2022-01-10,890.05,898.0,820.03
2022-01-11,867.3,918.5,863.03
2022-01-12,873.0,886.9,854.41
2022-01-13,849.68,875.03,845.75
2022-01-14,836.66,849.97,822.95
",
1252,CN,technical,对于中国铁建2023年03月03日的肯特纳通道，其中轨值是多少？（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.1666,easy,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2022-11-03,6.98,7.02,6.96
2022-11-04,7.07,7.09,6.96
2022-11-07,7.09,7.12,7.05
2022-11-08,7.1,7.12,7.06
2022-11-09,7.08,7.18,7.08
2022-11-10,7.07,7.09,6.99
2022-11-11,7.18,7.25,7.11
2022-11-14,7.21,7.35,7.2
2022-11-15,7.22,7.24,7.16
2022-11-16,7.17,7.24,7.16
2022-11-17,7.16,7.18,7.12
2022-11-18,7.12,7.18,7.1
2022-11-21,7.09,7.12,7.06
2022-11-22,7.51,7.8,7.08
2022-11-23,7.93,8.12,7.41
2022-11-24,7.67,7.81,7.62
2022-11-25,7.85,7.95,7.63
2022-11-28,7.75,7.95,7.66
2022-11-29,8.15,8.32,7.82
2022-11-30,8.11,8.18,8.03
2022-12-01,7.92,8.15,7.88
2022-12-02,7.91,7.94,7.78
2022-12-05,8.7,8.7,8.1
2022-12-06,8.71,9.08,8.66
2022-12-07,8.78,8.96,8.54
2022-12-08,8.86,8.92,8.62
2022-12-09,8.77,8.91,8.53
2022-12-12,8.46,8.73,8.43
2022-12-13,8.46,8.53,8.32
2022-12-14,8.35,8.47,8.26
2022-12-15,8.34,8.41,8.25
2022-12-16,8.39,8.5,8.28
2022-12-19,7.95,8.37,7.91
2022-12-20,7.94,8.04,7.92
2022-12-21,7.9,7.97,7.86
2022-12-22,7.82,8.05,7.77
2022-12-23,7.8,7.86,7.74
2022-12-26,7.79,7.83,7.65
2022-12-27,7.82,7.89,7.77
2022-12-28,7.75,7.81,7.69
2022-12-29,7.64,7.73,7.61
2022-12-30,7.73,7.76,7.64
2023-01-03,7.89,7.94,7.66
2023-01-04,7.93,7.97,7.83
2023-01-05,7.91,8.02,7.88
2023-01-06,7.82,7.93,7.79
2023-01-09,7.78,7.86,7.76
2023-01-10,7.73,7.81,7.68
2023-01-11,7.7,7.78,7.69
2023-01-12,7.61,7.72,7.57
2023-01-13,7.69,7.69,7.57
2023-01-16,7.77,7.87,7.62
2023-01-17,7.73,7.77,7.69
2023-01-18,7.73,7.78,7.72
2023-01-19,7.79,7.79,7.65
2023-01-20,8.0,8.03,7.78
2023-01-30,7.9,8.08,7.89
2023-01-31,7.91,7.94,7.86
2023-02-01,8.02,8.04,7.83
2023-02-02,7.98,8.03,7.93
2023-02-03,7.86,7.97,7.82
2023-02-06,7.89,7.96,7.78
2023-02-07,8.04,8.05,7.86
2023-02-08,7.88,8.04,7.87
2023-02-09,7.92,7.94,7.85
2023-02-10,7.98,8.03,7.89
2023-02-13,8.06,8.1,7.91
2023-02-14,8.02,8.06,7.97
2023-02-15,7.95,8.02,7.93
2023-02-16,7.95,8.15,7.9
2023-02-17,7.83,7.97,7.82
2023-02-20,8.13,8.15,7.83
2023-02-21,8.17,8.24,8.07
2023-02-22,8.18,8.25,8.11
2023-02-23,8.12,8.19,8.09
2023-02-24,8.07,8.12,8.01
2023-02-27,8.02,8.12,8.01
2023-02-28,8.11,8.11,7.96
2023-03-01,8.29,8.31,8.09
2023-03-02,8.58,8.72,8.26
2023-03-03,8.88,8.96,8.52
",
1253,CN,technical,关于肯特纳通道的中轨，2020年05月19日藏格矿业的值是？（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.5413,easy,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2020-01-13,7.42,7.44,7.25
2020-01-14,8.16,8.16,7.4
2020-01-15,7.79,8.02,7.76
2020-01-16,7.85,8.06,7.73
2020-01-17,7.89,7.98,7.76
2020-01-20,7.76,7.89,7.7
2020-01-21,7.56,7.71,7.52
2020-01-22,7.39,7.57,7.29
2020-01-23,7.03,7.37,6.98
2020-02-03,6.33,6.33,6.33
2020-02-04,5.97,6.24,5.7
2020-02-05,6.06,6.17,5.94
2020-02-06,6.24,6.28,5.98
2020-02-07,6.21,6.35,6.14
2020-02-10,6.48,6.52,6.14
2020-02-11,6.47,6.7,6.44
2020-02-12,6.7,6.75,6.42
2020-02-13,6.77,6.9,6.63
2020-02-14,6.66,6.77,6.63
2020-02-17,6.82,6.82,6.66
2020-02-18,6.88,6.95,6.78
2020-02-19,7.09,7.37,6.97
2020-02-20,7.26,7.37,7.02
2020-02-21,7.63,7.98,7.12
2020-02-24,7.77,7.86,7.41
2020-02-25,7.55,7.59,7.07
2020-02-26,7.27,7.49,7.23
2020-02-27,7.32,7.37,7.2
2020-02-28,6.7,7.18,6.63
2020-03-02,7.03,7.05,6.71
2020-03-03,6.99,7.25,6.95
2020-03-04,7.03,7.18,6.92
2020-03-05,7.2,7.2,7.06
2020-03-06,7.1,7.18,7.06
2020-03-09,6.78,7.01,6.75
2020-03-10,6.77,6.83,6.43
2020-03-11,6.66,6.82,6.63
2020-03-12,6.42,6.63,6.38
2020-03-13,6.28,6.34,5.92
2020-03-16,6.04,6.34,5.99
2020-03-17,5.9,6.14,5.67
2020-03-18,5.79,6.04,5.76
2020-03-19,5.82,5.86,5.65
2020-03-20,5.82,5.93,5.78
2020-03-23,5.46,5.76,5.4
2020-03-24,5.54,5.61,5.38
2020-03-25,5.73,5.89,5.63
2020-03-26,5.67,5.75,5.63
2020-03-27,5.75,5.78,5.65
2020-03-30,5.65,5.71,5.53
2020-03-31,5.93,6.03,5.66
2020-04-01,5.85,6.03,5.83
2020-04-02,5.88,5.9,5.74
2020-04-03,5.89,6.0,5.85
2020-04-07,6.09,6.1,5.95
2020-04-08,6.08,6.16,6.0
2020-04-09,6.02,6.13,6.02
2020-04-10,5.95,6.09,5.85
2020-04-13,5.73,5.89,5.69
2020-04-14,5.74,5.77,5.66
2020-04-15,5.76,5.87,5.64
2020-04-16,5.71,5.74,5.65
2020-04-17,5.71,5.79,5.7
2020-04-20,5.78,5.87,5.63
2020-04-21,5.83,5.88,5.74
2020-04-22,5.8,5.89,5.75
2020-04-23,5.86,5.9,5.78
2020-04-24,5.57,5.84,5.55
2020-04-27,5.01,5.27,5.01
2020-04-28,4.51,4.69,4.51
2020-04-29,4.34,4.56,4.29
2020-05-06,4.12,4.12,4.12
2020-05-07,3.91,3.91,3.91
2020-05-08,3.71,3.77,3.71
2020-05-11,3.78,3.9,3.66
2020-05-12,3.61,3.78,3.6
2020-05-13,3.65,3.67,3.55
2020-05-14,3.83,3.83,3.83
2020-05-15,4.02,4.02,4.02
2020-05-18,4.22,4.22,4.22
2020-05-19,4.43,4.43,4.43
",
1254,CN,technical,计算北方华创2023年01月13日的肯特纳通道上轨值。（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,243.6062,easy,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2022-09-15,311.0,325.0,302.63
2022-09-16,315.76,323.88,306.0
2022-09-19,316.0,325.0,312.4
2022-09-20,310.35,317.9,297.85
2022-09-21,297.22,309.23,296.3
2022-09-22,295.88,300.0,289.41
2022-09-23,285.0,297.89,282.83
2022-09-26,291.05,296.5,281.05
2022-09-27,294.98,300.65,288.98
2022-09-28,285.22,294.99,283.03
2022-09-29,291.78,293.8,277.8
2022-09-30,278.4,294.8,278.02
2022-10-10,250.56,265.0,250.56
2022-10-11,225.5,240.0,225.5
2022-10-12,232.0,232.99,211.97
2022-10-13,221.8,231.0,220.96
2022-10-14,224.88,226.88,213.11
2022-10-17,243.0,245.44,218.56
2022-10-18,238.9,241.8,233.3
2022-10-19,241.0,244.07,234.28
2022-10-20,265.1,265.1,237.93
2022-10-21,262.62,270.89,248.95
2022-10-24,265.9,275.54,257.0
2022-10-25,261.69,271.88,258.31
2022-10-26,261.8,268.0,257.66
2022-10-27,262.95,268.08,255.61
2022-10-28,265.9,274.0,258.0
2022-10-31,265.7,273.85,260.51
2022-11-01,264.92,265.99,258.0
2022-11-02,261.65,270.0,259.9
2022-11-03,267.5,271.65,257.0
2022-11-04,272.6,274.47,261.7
2022-11-07,263.65,277.5,263.0
2022-11-08,258.46,264.99,255.58
2022-11-09,249.6,260.88,247.0
2022-11-10,235.0,250.96,233.2
2022-11-11,238.22,247.98,237.79
2022-11-14,237.48,242.74,234.45
2022-11-15,250.01,253.0,237.01
2022-11-16,242.13,250.0,241.01
2022-11-17,242.45,242.58,231.02
2022-11-18,230.53,244.9,230.01
2022-11-21,230.7,233.0,226.77
2022-11-22,229.71,235.0,224.77
2022-11-23,225.76,229.91,221.67
2022-11-24,229.62,232.23,225.58
2022-11-25,225.01,234.44,224.5
2022-11-28,224.0,224.62,218.77
2022-11-29,225.01,228.0,220.44
2022-11-30,222.89,228.21,221.0
2022-12-01,230.99,232.2,224.57
2022-12-02,226.93,232.65,225.16
2022-12-05,224.35,227.5,221.0
2022-12-06,238.3,240.88,223.01
2022-12-07,239.32,241.98,236.5
2022-12-08,238.0,241.12,235.16
2022-12-09,244.81,249.01,239.0
2022-12-12,243.96,250.0,240.5
2022-12-13,235.3,243.96,234.38
2022-12-14,242.3,250.55,240.29
2022-12-15,247.12,253.5,238.06
2022-12-16,241.22,244.83,238.0
2022-12-19,234.4,241.17,234.0
2022-12-20,231.83,236.98,229.2
2022-12-21,228.0,232.2,225.33
2022-12-22,222.95,229.49,222.65
2022-12-23,217.82,222.0,216.0
2022-12-26,223.76,224.26,217.39
2022-12-27,227.52,228.2,221.8
2022-12-28,224.8,227.32,222.01
2022-12-29,227.64,231.33,223.93
2022-12-30,225.3,230.79,224.25
2023-01-03,230.3,231.0,222.06
2023-01-04,226.3,234.98,225.16
2023-01-05,228.31,229.96,224.0
2023-01-06,228.32,231.1,225.1
2023-01-09,229.4,233.0,226.5
2023-01-10,230.5,234.66,228.5
2023-01-11,228.9,240.0,228.3
2023-01-12,225.61,231.28,223.99
2023-01-13,227.11,227.28,224.05
",
1255,CN,technical,海南机场2022年07月27日的包络线中轨的值是？（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.2055,easy,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close
2022-06-30,3.39
2022-07-01,3.35
2022-07-04,3.32
2022-07-05,3.28
2022-07-06,3.23
2022-07-07,3.26
2022-07-08,3.23
2022-07-11,3.16
2022-07-12,3.17
2022-07-13,3.19
2022-07-14,3.15
2022-07-15,3.01
2022-07-18,3.04
2022-07-19,3.15
2022-07-20,3.13
2022-07-21,3.18
2022-07-22,3.2
2022-07-25,3.26
2022-07-26,3.24
2022-07-27,3.17
",
1256,CN,technical,2022年02月09日，今世缘的包络线下轨值是多少？（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.5813,easy,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close
2022-01-06,52.72
2022-01-07,51.5
2022-01-10,51.44
2022-01-11,51.25
2022-01-12,52.56
2022-01-13,49.94
2022-01-14,49.33
2022-01-17,49.65
2022-01-18,50.77
2022-01-19,50.73
2022-01-20,51.65
2022-01-21,53.07
2022-01-24,53.32
2022-01-25,53.37
2022-01-26,53.2
2022-01-27,52.28
2022-01-28,50.92
2022-02-07,51.85
2022-02-08,51.18
2022-02-09,54.41
",
1257,CN,technical,对于中国动力2024年08月16日的包络线，其中轨值是多少？（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.047,easy,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close
2024-07-22,23.72
2024-07-23,23.0
2024-07-24,23.84
2024-07-25,23.25
2024-07-26,23.65
2024-07-29,23.87
2024-07-30,23.73
2024-07-31,23.26
2024-08-01,23.09
2024-08-02,23.63
2024-08-05,22.57
2024-08-06,22.86
2024-08-07,23.03
2024-08-08,22.59
2024-08-09,22.34
2024-08-12,22.09
2024-08-13,22.59
2024-08-14,22.55
2024-08-15,22.48
2024-08-16,22.8
",
1258,CN,technical,关于包络线的下轨，2024年09月09日兴业银行的值是？（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.0115,easy,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close
2024-08-13,16.32
2024-08-14,16.28
2024-08-15,16.59
2024-08-16,16.72
2024-08-19,16.95
2024-08-20,16.84
2024-08-21,16.77
2024-08-22,16.82
2024-08-23,17.32
2024-08-26,17.48
2024-08-27,17.33
2024-08-28,17.21
2024-08-29,16.69
2024-08-30,16.51
2024-09-02,16.5
2024-09-03,16.36
2024-09-04,16.24
2024-09-05,16.3
2024-09-06,16.39
2024-09-09,15.97
",
1259,CN,technical,计算宝钢股份2020年11月27日的包络线中轨值。（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.265,easy,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close
2020-11-02,5.55
2020-11-03,5.59
2020-11-04,5.75
2020-11-05,6.12
2020-11-06,6.19
2020-11-09,6.54
2020-11-10,6.45
2020-11-11,6.39
2020-11-12,6.39
2020-11-13,6.35
2020-11-16,6.54
2020-11-17,6.36
2020-11-18,6.31
2020-11-19,6.29
2020-11-20,6.49
2020-11-23,6.39
2020-11-24,6.52
2020-11-25,6.38
2020-11-26,6.38
2020-11-27,6.32
",
1260,CN,technical,欧派家居2024年05月27日的唐安奇通道上轨的值是？（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,78.8,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low
2024-04-25,60.68,55.2
2024-04-26,62.2,59.08
2024-04-29,65.8,61.3
2024-04-30,63.96,62.27
2024-05-06,66.15,63.79
2024-05-07,67.34,65.0
2024-05-08,67.53,65.36
2024-05-09,67.0,65.45
2024-05-10,69.78,66.44
2024-05-13,68.02,66.55
2024-05-14,68.86,67.1
2024-05-15,71.16,66.99
2024-05-16,75.22,68.32
2024-05-17,78.8,70.36
2024-05-20,76.96,73.0
2024-05-21,75.5,73.02
2024-05-22,75.72,73.5
2024-05-23,75.0,72.52
2024-05-24,74.45,72.08
2024-05-27,73.48,69.0
",
1261,CN,technical,2022年08月18日，紫光国微的唐安奇通道下轨值是多少？（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,206.0,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low
2022-07-22,222.28,210.5
2022-07-25,226.4,216.0
2022-07-26,219.77,214.99
2022-07-27,221.5,215.88
2022-07-28,224.25,215.54
2022-07-29,223.47,210.48
2022-08-01,217.66,206.0
2022-08-02,216.6,210.3
2022-08-03,225.3,212.0
2022-08-04,226.0,217.6
2022-08-05,228.0,218.0
2022-08-08,234.58,218.8
2022-08-09,236.24,226.86
2022-08-10,250.5,232.3
2022-08-11,244.44,236.01
2022-08-12,241.8,231.66
2022-08-15,236.6,230.0
2022-08-16,242.11,233.52
2022-08-17,236.0,230.3
2022-08-18,237.45,231.65
",
1262,CN,technical,对于中国移动2025年04月18日的唐安奇通道，其下轨值是多少？（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,104.6,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low
2025-03-21,108.18,105.1
2025-03-24,107.1,105.39
2025-03-25,106.27,105.39
2025-03-26,107.58,106.0
2025-03-27,107.48,106.3
2025-03-28,106.7,106.01
2025-03-31,107.7,106.3
2025-04-01,107.39,106.38
2025-04-02,107.88,106.6
2025-04-03,109.36,107.18
2025-04-07,109.2,104.6
2025-04-08,111.7,107.5
2025-04-09,112.6,109.12
2025-04-10,111.7,109.1
2025-04-11,110.39,109.12
2025-04-14,110.96,108.62
2025-04-15,111.99,110.11
2025-04-16,114.16,111.24
2025-04-17,114.37,112.88
2025-04-18,114.81,113.4
",
1263,CN,technical,关于唐安奇通道的上轨，2021年11月11日领益智造的值是？（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.98,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low
2021-10-15,6.42,6.25
2021-10-18,6.26,6.07
2021-10-19,6.14,6.03
2021-10-20,6.16,6.06
2021-10-21,6.09,5.9
2021-10-22,5.97,5.88
2021-10-25,5.94,5.81
2021-10-26,6.42,5.83
2021-10-27,6.98,6.28
2021-10-28,6.8,6.47
2021-10-29,6.77,6.52
2021-11-01,6.93,6.64
2021-11-02,6.8,6.54
2021-11-03,6.67,6.48
2021-11-04,6.75,6.55
2021-11-05,6.93,6.57
2021-11-08,6.78,6.5
2021-11-09,6.68,6.53
2021-11-10,6.68,6.52
2021-11-11,6.78,6.5
",
1264,CN,technical,计算东方盛虹2022年03月01日的唐安奇通道中轨值。（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.945,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low
2022-01-26,18.42,17.46
2022-01-27,18.09,17.18
2022-01-28,17.55,16.35
2022-02-07,17.98,17.16
2022-02-08,17.88,17.15
2022-02-09,18.41,17.55
2022-02-10,18.47,18.02
2022-02-11,18.32,17.71
2022-02-14,17.88,17.13
2022-02-15,17.73,17.2
2022-02-16,18.2,17.59
2022-02-17,18.59,17.71
2022-02-18,18.34,17.93
2022-02-21,18.71,18.03
2022-02-22,18.86,18.13
2022-02-23,19.25,18.66
2022-02-24,19.54,18.53
2022-02-25,19.35,18.51
2022-02-28,19.05,18.32
2022-03-01,19.33,18.4
",
1265,CN,technical,长江电力2022年11月14日的超级趋势中轨的值是？（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.35,easy,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2022-08-25,23.65,23.21,23.59
2022-08-26,23.58,23.27,23.39
2022-08-29,23.45,23.15,23.3
2022-08-30,23.37,23.12,23.28
2022-08-31,23.98,23.28,23.98
2022-09-01,24.08,23.62,23.91
2022-09-02,24.17,23.73,23.82
2022-09-05,23.9,23.51,23.82
2022-09-06,23.98,23.73,23.75
2022-09-07,23.64,23.42,23.57
2022-09-08,23.85,23.53,23.65
2022-09-09,24.06,23.66,23.91
2022-09-13,23.91,23.66,23.79
2022-09-14,23.93,23.64,23.7
2022-09-15,23.98,23.61,23.72
2022-09-16,23.84,23.46,23.46
2022-09-19,23.63,23.41,23.48
2022-09-20,23.54,23.4,23.42
2022-09-21,23.58,23.32,23.43
2022-09-22,23.5,23.26,23.42
2022-09-23,23.51,23.29,23.33
2022-09-26,23.42,23.05,23.05
2022-09-27,23.06,22.53,22.7
2022-09-28,22.69,22.38,22.46
2022-09-29,22.68,22.19,22.4
2022-09-30,22.85,22.28,22.74
2022-10-10,23.44,22.9,23.36
2022-10-11,23.47,23.22,23.42
2022-10-12,23.49,23.0,23.21
2022-10-13,23.24,22.56,23.04
2022-10-14,23.2,22.85,22.96
2022-10-17,23.04,22.76,22.76
2022-10-18,22.91,22.51,22.55
2022-10-19,22.65,22.34,22.37
2022-10-20,22.49,22.24,22.34
2022-10-21,22.6,22.21,22.41
2022-10-24,22.59,21.71,21.83
2022-10-25,22.3,21.91,22.01
2022-10-27,22.19,20.88,20.99
2022-10-28,21.25,20.59,20.68
2022-10-31,20.7,20.01,20.26
2022-11-01,20.41,19.96,20.32
2022-11-02,20.52,20.05,20.46
2022-11-03,20.37,19.89,19.98
2022-11-04,20.27,19.75,20.14
2022-11-07,20.23,19.97,20.14
2022-11-08,20.34,19.95,20.05
2022-11-09,20.2,20.05,20.12
2022-11-10,20.15,19.89,20.0
2022-11-11,20.55,20.03,20.45
2022-11-14,20.6,20.1,20.17
",
1266,CN,technical,2020年01月20日，北新建材的超级趋势上轨值是多少？（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.382,easy,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2019-11-08,21.02,20.65,20.75
2019-11-11,20.78,20.22,20.41
2019-11-12,20.85,20.36,20.66
2019-11-13,20.94,20.38,20.74
2019-11-14,21.38,20.68,21.0
2019-11-15,21.33,20.69,20.92
2019-11-18,21.51,20.77,21.3
2019-11-19,21.85,21.21,21.8
2019-11-20,22.2,21.58,21.79
2019-11-21,21.87,21.45,21.69
2019-11-22,21.95,21.3,21.84
2019-11-25,23.1,21.8,22.54
2019-11-26,23.05,22.03,22.78
2019-11-27,23.09,22.62,23.02
2019-11-28,23.1,22.66,22.86
2019-11-29,22.91,22.29,22.32
2019-12-02,23.2,22.41,22.7
2019-12-03,23.07,22.21,22.46
2019-12-04,22.7,22.2,22.44
2019-12-05,22.6,22.24,22.35
2019-12-06,22.8,22.2,22.68
2019-12-09,23.05,22.5,22.68
2019-12-10,23.43,22.43,23.05
2019-12-11,23.9,22.89,23.87
2019-12-12,23.86,22.82,23.25
2019-12-13,23.55,22.92,23.43
2019-12-16,23.56,23.04,23.34
2019-12-17,23.41,22.94,23.12
2019-12-18,23.32,22.9,23.11
2019-12-19,23.36,22.97,23.21
2019-12-20,23.7,23.02,23.32
2019-12-23,24.87,23.2,24.24
2019-12-24,24.47,23.93,24.39
2019-12-25,24.59,23.8,24.15
2019-12-26,25.15,24.0,24.7
2019-12-27,25.67,25.01,25.21
2019-12-30,25.67,24.5,25.64
2019-12-31,25.63,25.07,25.45
2020-01-02,26.6,25.38,25.98
2020-01-03,26.33,25.45,26.11
2020-01-06,27.1,25.85,27.0
2020-01-07,27.02,26.26,26.48
2020-01-08,26.43,25.7,26.29
2020-01-09,27.34,25.9,27.15
2020-01-10,27.58,26.65,27.17
2020-01-13,27.27,26.2,27.02
2020-01-14,27.08,25.82,25.9
2020-01-15,26.39,25.6,26.1
2020-01-16,26.48,25.56,26.2
2020-01-17,26.95,26.11,26.75
2020-01-20,26.69,25.58,26.25
",
1267,CN,technical,对于中国动力2022年03月04日的超级趋势，其下轨值是多少？（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.959,easy,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2021-12-16,19.5,19.11,19.26
2021-12-17,19.57,19.16,19.41
2021-12-20,19.66,19.07,19.19
2021-12-21,19.32,18.83,19.18
2021-12-22,19.29,18.92,19.14
2021-12-23,19.47,19.09,19.15
2021-12-24,19.41,18.99,19.2
2021-12-27,19.37,19.0,19.29
2021-12-28,19.96,19.28,19.63
2021-12-29,21.5,20.0,20.23
2021-12-30,20.29,19.77,19.99
2021-12-31,20.09,19.65,19.7
2022-01-04,19.97,19.57,19.93
2022-01-05,19.94,19.46,19.51
2022-01-06,19.45,19.04,19.31
2022-01-07,19.6,19.16,19.37
2022-01-10,19.4,19.19,19.39
2022-01-11,19.48,19.11,19.25
2022-01-12,19.54,19.23,19.4
2022-01-13,19.66,19.05,19.05
2022-01-14,19.15,18.6,18.66
2022-01-17,18.97,18.6,18.83
2022-01-18,18.82,18.34,18.45
2022-01-19,18.62,18.28,18.45
2022-01-20,18.55,18.14,18.42
2022-01-21,18.44,18.18,18.23
2022-01-24,18.59,18.08,18.35
2022-01-25,18.55,17.7,17.74
2022-01-26,17.83,17.45,17.49
2022-01-27,18.13,16.93,17.51
2022-01-28,18.0,17.25,17.4
2022-02-07,17.75,17.45,17.56
2022-02-08,17.87,17.53,17.85
2022-02-09,18.09,17.8,17.94
2022-02-10,18.0,17.77,17.83
2022-02-11,17.94,17.74,17.92
2022-02-14,18.37,17.78,18.12
2022-02-15,18.15,17.79,17.95
2022-02-16,17.97,17.59,17.66
2022-02-17,17.73,17.43,17.51
2022-02-18,17.79,17.42,17.79
2022-02-21,17.95,17.68,17.9
2022-02-22,18.04,17.61,17.7
2022-02-23,17.97,17.62,17.89
2022-02-24,18.47,17.63,18.09
2022-02-25,18.15,17.83,17.87
2022-02-28,18.18,17.76,18.08
2022-03-01,18.22,18.0,18.16
2022-03-02,18.16,17.92,18.01
2022-03-03,18.12,17.92,17.95
2022-03-04,17.99,17.68,17.76
",
1268,CN,technical,关于超级趋势的下轨，2023年03月02日东方财富的值是？（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.1723,easy,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2022-12-14,20.25,19.8,20.13
2022-12-15,20.05,19.63,19.69
2022-12-16,19.77,19.47,19.6
2022-12-19,19.94,18.74,18.95
2022-12-20,19.04,18.54,18.7
2022-12-21,19.09,18.72,18.85
2022-12-22,19.34,18.8,18.95
2022-12-23,19.25,18.71,19.03
2022-12-26,19.14,18.67,19.03
2022-12-27,19.57,19.03,19.45
2022-12-28,19.55,19.25,19.32
2022-12-29,19.44,18.92,19.37
2022-12-30,19.64,19.38,19.4
2023-01-03,19.34,18.4,19.27
2023-01-04,19.65,19.15,19.35
2023-01-05,20.41,19.57,20.37
2023-01-06,20.6,20.2,20.37
2023-01-09,21.34,20.5,21.07
2023-01-10,21.5,20.9,21.0
2023-01-11,21.55,20.86,20.91
2023-01-12,21.19,20.81,21.1
2023-01-13,21.75,21.05,21.75
2023-01-16,23.41,21.8,22.52
2023-01-17,22.88,22.35,22.8
2023-01-18,23.08,22.51,22.67
2023-01-19,23.35,22.51,23.34
2023-01-20,23.3,22.9,23.23
2023-01-30,24.08,22.71,22.9
2023-01-31,23.11,22.33,22.49
2023-02-01,23.36,22.41,23.36
2023-02-02,23.57,22.7,22.7
2023-02-03,22.85,22.34,22.58
2023-02-06,22.32,21.45,21.92
2023-02-07,22.16,21.9,22.1
2023-02-08,22.15,21.7,21.73
2023-02-09,22.32,21.66,22.25
2023-02-10,22.29,21.84,21.97
2023-02-13,22.22,21.75,22.18
2023-02-14,22.27,21.81,22.04
2023-02-15,22.09,21.64,21.66
2023-02-16,22.27,21.3,21.55
2023-02-17,21.6,20.92,20.95
2023-02-20,22.09,21.08,21.99
2023-02-21,22.29,21.87,22.13
2023-02-22,22.1,21.62,21.75
2023-02-23,22.22,21.73,21.8
2023-02-24,21.88,20.81,20.9
2023-02-27,20.84,20.4,20.63
2023-02-28,20.96,20.57,20.92
2023-03-01,21.4,20.8,21.28
2023-03-02,21.26,21.01,21.07
",
1269,CN,technical,计算国轩高科2020年03月17日的超级趋势中轨值。（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.305,easy,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2019-12-27,14.75,14.22,14.29
2019-12-30,14.45,14.01,14.35
2019-12-31,14.84,14.39,14.55
2020-01-02,14.87,14.37,14.79
2020-01-03,15.06,14.62,14.68
2020-01-06,15.36,14.53,15.12
2020-01-07,15.78,15.05,15.39
2020-01-08,15.72,15.14,15.34
2020-01-09,15.88,15.51,15.82
2020-01-10,15.89,15.39,15.48
2020-01-13,17.02,15.58,16.85
2020-01-14,17.5,16.72,17.01
2020-01-15,16.82,16.23,16.62
2020-01-16,17.1,16.42,17.08
2020-01-17,18.79,16.5,18.79
2020-01-20,20.67,19.41,20.67
2020-01-21,22.51,19.7,21.01
2020-01-22,23.11,20.65,23.11
2020-01-23,25.42,23.68,24.95
2020-02-03,22.94,22.46,22.46
2020-02-04,24.43,22.3,23.55
2020-02-05,25.91,22.5,25.91
2020-02-06,28.5,24.68,28.5
2020-02-07,29.6,25.78,26.0
2020-02-10,27.12,25.33,26.8
2020-02-11,26.69,24.12,24.13
2020-02-12,25.04,23.5,24.44
2020-02-13,25.33,24.33,24.69
2020-02-14,25.16,24.18,24.25
2020-02-17,25.79,24.39,25.45
2020-02-18,25.73,24.82,25.22
2020-02-19,27.74,25.9,25.96
2020-02-20,27.55,25.45,26.89
2020-02-21,26.82,25.8,26.28
2020-02-24,25.53,23.75,24.11
2020-02-25,26.1,22.66,25.45
2020-02-26,25.3,23.5,23.71
2020-02-27,24.75,23.69,23.97
2020-02-28,24.29,22.21,22.28
2020-03-02,22.92,21.99,22.5
2020-03-03,23.68,22.45,22.75
2020-03-04,22.96,21.93,22.56
2020-03-05,23.11,22.3,22.57
2020-03-06,23.67,22.08,22.94
2020-03-09,22.98,20.86,20.9
2020-03-10,21.66,20.2,21.63
2020-03-11,22.24,21.1,21.17
2020-03-12,20.91,20.06,20.44
2020-03-13,20.41,19.01,19.96
2020-03-16,20.26,17.96,17.96
2020-03-17,18.75,17.86,18.39
",
1270,CN,technical,寒武纪2024年11月18日的20日周期简单移动平均收盘价是？（单位：元）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,438.815,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2024-10-22,421.0
2024-10-23,419.0
2024-10-24,425.2
2024-10-25,421.89
2024-10-28,434.7
2024-10-29,434.01
2024-10-30,445.25
2024-10-31,453.6
2024-11-01,411.01
2024-11-04,410.94
2024-11-05,437.86
2024-11-06,456.0
2024-11-07,476.0
2024-11-08,431.0
2024-11-11,430.51
2024-11-12,422.99
2024-11-13,474.0
2024-11-14,469.0
2024-11-15,453.68
2024-11-18,448.66
",
1271,CN,technical,2023年04月19日，泸州老窖的10日简单移动平均收盘价为多少元？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,238.216,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2023-04-06,250.04
2023-04-07,249.0
2023-04-10,247.5
2023-04-11,238.99
2023-04-12,233.19
2023-04-13,234.3
2023-04-14,229.55
2023-04-17,233.42
2023-04-18,234.08
2023-04-19,232.09
",
1272,CN,technical,对于60日周期简单移动平均收盘价，2023年03月07日同仁堂的值是多少？（单位：元）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.6922,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2022-12-06,48.12
2022-12-07,48.51
2022-12-08,48.54
2022-12-09,48.91
2022-12-12,49.97
2022-12-13,48.83
2022-12-14,46.91
2022-12-15,46.96
2022-12-16,47.5
2022-12-19,46.0
2022-12-20,45.61
2022-12-21,45.29
2022-12-22,44.27
2022-12-23,43.86
2022-12-26,45.24
2022-12-27,45.28
2022-12-28,44.36
2022-12-29,44.7
2022-12-30,44.68
2023-01-03,45.43
2023-01-04,45.76
2023-01-05,44.51
2023-01-06,42.3
2023-01-09,42.56
2023-01-10,44.32
2023-01-11,45.39
2023-01-12,45.37
2023-01-13,46.02
2023-01-16,47.03
2023-01-17,46.39
2023-01-18,45.93
2023-01-19,46.65
2023-01-20,46.98
2023-01-30,48.37
2023-01-31,47.14
2023-02-01,47.13
2023-02-02,47.21
2023-02-03,46.19
2023-02-06,45.8
2023-02-07,45.58
2023-02-08,45.28
2023-02-09,45.68
2023-02-10,45.25
2023-02-13,46.4
2023-02-14,46.4
2023-02-15,46.9
2023-02-16,47.22
2023-02-17,47.83
2023-02-20,48.02
2023-02-21,48.62
2023-02-22,48.32
2023-02-23,48.06
2023-02-24,47.91
2023-02-27,47.95
2023-02-28,48.96
2023-03-01,48.96
2023-03-02,48.8
2023-03-03,48.6
2023-03-06,50.98
2023-03-07,49.79
",
1273,CN,technical,对于特变电工的30日简单移动平均收盘价（单位：元），2022年02月14日的值是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.7327,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2021-12-27,20.37
2021-12-28,20.67
2021-12-29,20.71
2021-12-30,20.64
2021-12-31,21.17
2022-01-04,20.57
2022-01-05,19.71
2022-01-06,19.76
2022-01-07,19.68
2022-01-10,19.24
2022-01-11,19.12
2022-01-12,20.05
2022-01-13,19.65
2022-01-14,19.52
2022-01-17,19.88
2022-01-18,20.31
2022-01-19,20.0
2022-01-20,19.52
2022-01-21,19.42
2022-01-24,19.64
2022-01-25,18.89
2022-01-26,19.3
2022-01-27,18.98
2022-01-28,18.65
2022-02-07,19.52
2022-02-08,19.74
2022-02-09,19.76
2022-02-10,19.55
2022-02-11,19.14
2022-02-14,18.82
",
1274,CN,technical,计算中国卫通2025年05月14日的60日周期简单移动平均收盘价。（单位：元）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.1588,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2025-02-14,21.27
2025-02-17,21.18
2025-02-18,20.15
2025-02-19,20.64
2025-02-20,21.42
2025-02-21,21.67
2025-02-24,22.08
2025-02-25,22.02
2025-02-26,21.69
2025-02-27,20.93
2025-02-28,19.73
2025-03-03,19.69
2025-03-04,20.09
2025-03-05,21.29
2025-03-06,21.8
2025-03-07,21.6
2025-03-10,21.44
2025-03-11,21.46
2025-03-12,21.15
2025-03-13,20.67
2025-03-14,20.84
2025-03-17,20.69
2025-03-18,20.55
2025-03-19,20.38
2025-03-20,20.51
2025-03-21,20.33
2025-03-24,19.79
2025-03-25,19.6
2025-03-26,19.54
2025-03-27,19.38
2025-03-28,19.09
2025-03-31,19.05
2025-04-01,19.51
2025-04-02,19.44
2025-04-03,19.78
2025-04-07,17.8
2025-04-08,18.58
2025-04-09,19.45
2025-04-10,19.45
2025-04-11,20.07
2025-04-14,19.93
2025-04-15,19.76
2025-04-16,19.7
2025-04-17,19.56
2025-04-18,19.59
2025-04-21,19.84
2025-04-22,19.69
2025-04-23,19.85
2025-04-24,19.62
2025-04-25,19.5
2025-04-28,19.1
2025-04-29,19.08
2025-04-30,18.93
2025-05-06,19.63
2025-05-07,19.95
2025-05-08,20.21
2025-05-09,19.79
2025-05-12,20.5
2025-05-13,19.86
2025-05-14,19.64
",
1275,CN,technical,"江苏银行2021年10月19日的5日周期加权移动平均收盘价是？（单位：元）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",6.0907,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2021-10-13,6.12
2021-10-14,6.0
2021-10-15,6.08
2021-10-18,6.1
2021-10-19,6.12
",
1276,CN,technical,"2023年03月14日，新希望的10日加权移动平均收盘价为多少元？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",13.0975,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2023-03-01,13.25
2023-03-02,13.17
2023-03-03,13.21
2023-03-06,13.29
2023-03-07,13.02
2023-03-08,13.03
2023-03-09,12.91
2023-03-10,12.81
2023-03-13,13.15
2023-03-14,13.35
",
1277,CN,technical,"对于10日周期加权移动平均收盘价，2024年08月27日中航成飞的值是多少？（单位：元）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",41.6469,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2024-08-14,43.69
2024-08-15,43.61
2024-08-16,43.23
2024-08-19,43.0
2024-08-20,42.17
2024-08-21,41.8
2024-08-22,41.45
2024-08-23,41.63
2024-08-26,40.96
2024-08-27,40.45
",
1278,CN,technical,"对于华润三九的20日加权移动平均收盘价（单位：元），2020年01月15日的值是多少？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",31.2537,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2019-12-18,30.31
2019-12-19,30.74
2019-12-20,30.74
2019-12-23,30.07
2019-12-24,30.29
2019-12-25,30.22
2019-12-26,30.26
2019-12-27,29.88
2019-12-30,30.53
2019-12-31,31.68
2020-01-02,31.47
2020-01-03,31.34
2020-01-06,31.32
2020-01-07,31.41
2020-01-08,30.94
2020-01-09,31.75
2020-01-10,31.71
2020-01-13,31.92
2020-01-14,31.49
2020-01-15,31.53
",
1279,CN,technical,"计算中国太保2020年09月18日的20日周期加权移动平均收盘价。（单位：元）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",30.7364,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2020-08-24,31.4
2020-08-25,31.25
2020-08-26,30.61
2020-08-27,30.85
2020-08-28,31.53
2020-08-31,30.82
2020-09-01,30.86
2020-09-02,30.66
2020-09-03,30.5
2020-09-04,30.18
2020-09-07,30.1
2020-09-08,31.02
2020-09-09,30.33
2020-09-10,30.61
2020-09-11,30.72
2020-09-14,30.46
2020-09-15,30.42
2020-09-16,30.5
2020-09-17,30.32
2020-09-18,32.44
",
1280,CN,technical,宝钢股份2025年05月30日的20日周期指数移动平均收盘价是？（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.834,easy,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2025-01-24,6.82
2025-01-27,7.01
2025-02-05,6.72
2025-02-06,6.7
2025-02-07,6.95
2025-02-10,6.9
2025-02-11,6.89
2025-02-12,6.85
2025-02-13,6.85
2025-02-14,6.8
2025-02-17,6.76
2025-02-18,6.74
2025-02-19,6.65
2025-02-20,6.65
2025-02-21,6.71
2025-02-24,6.72
2025-02-25,6.63
2025-02-26,6.94
2025-02-27,7.08
2025-02-28,7.08
2025-03-03,7.27
2025-03-04,7.26
2025-03-05,7.35
2025-03-06,7.37
2025-03-07,7.5
2025-03-10,7.38
2025-03-11,7.51
2025-03-12,7.48
2025-03-13,7.55
2025-03-14,7.45
2025-03-17,7.49
2025-03-18,7.4
2025-03-19,7.3
2025-03-20,7.38
2025-03-21,7.51
2025-03-24,7.53
2025-03-25,7.53
2025-03-26,7.44
2025-03-27,7.42
2025-03-28,7.33
2025-03-31,7.2
2025-04-01,7.32
2025-04-02,7.23
2025-04-03,7.26
2025-04-07,6.69
2025-04-08,6.79
2025-04-09,6.83
2025-04-10,6.77
2025-04-11,6.78
2025-04-14,6.81
2025-04-15,6.74
2025-04-16,6.78
2025-04-17,6.68
2025-04-18,6.78
2025-04-21,6.71
2025-04-22,6.62
2025-04-23,6.53
2025-04-24,6.52
2025-04-25,6.64
2025-04-28,6.92
2025-04-29,6.93
2025-04-30,6.84
2025-05-06,6.89
2025-05-07,6.95
2025-05-08,6.88
2025-05-09,6.93
2025-05-12,6.91
2025-05-13,6.98
2025-05-14,7.01
2025-05-15,6.97
2025-05-16,6.96
2025-05-19,6.97
2025-05-20,6.94
2025-05-21,6.95
2025-05-22,6.86
2025-05-23,6.86
2025-05-26,6.8
2025-05-27,6.72
2025-05-28,6.67
2025-05-29,6.69
2025-05-30,6.74
",
1281,CN,technical,2023年05月15日，正泰电器的20日指数移动平均收盘价为多少元？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,27.0848,easy,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2023-01-10,31.32
2023-01-11,31.08
2023-01-12,31.57
2023-01-13,31.38
2023-01-16,33.18
2023-01-17,33.48
2023-01-18,33.0
2023-01-19,33.12
2023-01-20,33.11
2023-01-30,32.59
2023-01-31,32.15
2023-02-01,32.31
2023-02-02,31.82
2023-02-03,31.41
2023-02-06,31.17
2023-02-07,31.29
2023-02-08,30.94
2023-02-09,31.45
2023-02-10,31.34
2023-02-13,31.35
2023-02-14,31.88
2023-02-15,31.55
2023-02-16,30.61
2023-02-17,30.37
2023-02-20,30.57
2023-02-21,30.74
2023-02-22,30.43
2023-02-23,30.63
2023-02-24,30.27
2023-02-27,29.68
2023-02-28,30.0
2023-03-01,30.27
2023-03-02,29.71
2023-03-03,29.77
2023-03-06,30.05
2023-03-07,29.31
2023-03-08,29.23
2023-03-09,29.06
2023-03-10,28.59
2023-03-13,28.38
2023-03-14,27.85
2023-03-15,27.88
2023-03-16,27.12
2023-03-17,26.99
2023-03-20,27.17
2023-03-21,27.44
2023-03-22,27.39
2023-03-23,27.17
2023-03-24,27.72
2023-03-27,27.57
2023-03-28,27.14
2023-03-29,27.05
2023-03-30,27.2
2023-03-31,27.97
2023-04-03,27.97
2023-04-04,27.51
2023-04-06,27.35
2023-04-07,27.5
2023-04-10,27.54
2023-04-11,27.31
2023-04-12,27.0
2023-04-13,26.91
2023-04-14,26.92
2023-04-17,27.07
2023-04-18,27.23
2023-04-19,26.87
2023-04-20,26.09
2023-04-21,26.08
2023-04-24,25.55
2023-04-25,24.93
2023-04-26,26.09
2023-04-27,26.0
2023-04-28,26.05
2023-05-04,27.73
2023-05-05,27.59
2023-05-08,27.84
2023-05-09,27.09
2023-05-10,27.34
2023-05-11,27.34
2023-05-12,27.23
2023-05-15,27.65
",
1282,CN,technical,对于30日周期指数移动平均收盘价，2020年12月08日天齐锂业的值是多少？（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.9756,easy,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2020-06-11,23.58
2020-06-12,23.41
2020-06-15,25.63
2020-06-16,25.89
2020-06-17,25.35
2020-06-18,24.94
2020-06-19,25.09
2020-06-22,24.62
2020-06-23,26.18
2020-06-24,25.8
2020-06-29,23.22
2020-06-30,22.95
2020-07-01,22.06
2020-07-02,22.07
2020-07-03,22.52
2020-07-06,23.8
2020-07-07,25.81
2020-07-08,26.66
2020-07-09,26.8
2020-07-10,28.72
2020-07-13,31.59
2020-07-14,29.68
2020-07-15,28.5
2020-07-16,27.67
2020-07-17,28.7
2020-07-20,29.14
2020-07-21,26.74
2020-07-22,26.79
2020-07-23,26.26
2020-07-24,24.75
2020-07-27,24.89
2020-07-28,25.76
2020-07-29,26.11
2020-07-30,25.14
2020-07-31,25.3
2020-08-03,25.74
2020-08-04,25.32
2020-08-05,25.23
2020-08-06,25.08
2020-08-07,24.43
2020-08-10,24.51
2020-08-11,25.5
2020-08-12,28.05
2020-08-13,26.87
2020-08-14,25.59
2020-08-17,25.32
2020-08-18,24.93
2020-08-19,25.71
2020-08-20,24.6
2020-08-21,24.38
2020-08-24,24.51
2020-08-25,23.8
2020-08-26,22.05
2020-08-27,22.28
2020-08-28,22.9
2020-08-31,22.7
2020-09-01,22.97
2020-09-02,22.44
2020-09-03,21.39
2020-09-04,21.24
2020-09-07,20.5
2020-09-08,20.38
2020-09-09,19.91
2020-09-10,19.17
2020-09-11,19.56
2020-09-14,20.07
2020-09-15,20.74
2020-09-16,22.3
2020-09-17,22.84
2020-09-18,22.51
2020-09-21,22.25
2020-09-22,21.32
2020-09-23,21.32
2020-09-24,20.38
2020-09-25,20.31
2020-09-28,19.91
2020-09-29,20.35
2020-09-30,19.88
2020-10-09,20.76
2020-10-12,21.65
2020-10-13,21.6
2020-10-14,20.76
2020-10-15,22.4
2020-10-16,21.32
2020-10-19,20.5
2020-10-20,20.73
2020-10-21,19.99
2020-10-22,21.21
2020-10-23,21.17
2020-10-26,21.27
2020-10-27,21.65
2020-10-28,20.63
2020-10-29,20.25
2020-10-30,19.8
2020-11-02,19.99
2020-11-03,20.97
2020-11-04,21.6
2020-11-05,22.47
2020-11-06,23.94
2020-11-09,26.33
2020-11-10,25.88
2020-11-11,23.98
2020-11-12,24.07
2020-11-13,24.58
2020-11-16,22.69
2020-11-17,23.84
2020-11-18,22.55
2020-11-19,21.16
2020-11-20,23.28
2020-11-23,24.86
2020-11-24,27.35
2020-11-25,26.94
2020-11-26,26.6
2020-11-27,25.97
2020-11-30,27.83
2020-12-01,26.44
2020-12-02,25.52
2020-12-03,25.4
2020-12-04,27.21
2020-12-07,28.56
2020-12-08,29.55
",
1283,CN,technical,对于南山铝业的10日指数移动平均收盘价（单位：元），2024年04月17日的值是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.5397,easy,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2024-02-19,2.99
2024-02-20,3.0
2024-02-21,3.03
2024-02-22,3.05
2024-02-23,3.05
2024-02-26,3.02
2024-02-27,3.05
2024-02-28,3.02
2024-02-29,3.1
2024-03-01,3.12
2024-03-04,3.15
2024-03-05,3.16
2024-03-06,3.16
2024-03-07,3.22
2024-03-08,3.25
2024-03-11,3.25
2024-03-12,3.21
2024-03-13,3.23
2024-03-14,3.23
2024-03-15,3.33
2024-03-18,3.34
2024-03-19,3.34
2024-03-20,3.34
2024-03-21,3.39
2024-03-22,3.33
2024-03-25,3.34
2024-03-26,3.34
2024-03-27,3.3
2024-03-28,3.37
2024-03-29,3.4
2024-04-01,3.45
2024-04-02,3.5
2024-04-03,3.59
2024-04-08,3.56
2024-04-09,3.55
2024-04-10,3.56
2024-04-11,3.6
2024-04-12,3.59
2024-04-15,3.59
2024-04-16,3.5
2024-04-17,3.6
",
1284,CN,technical,计算德业股份2022年11月07日的30日周期指数移动平均收盘价。（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,382.9755,easy,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2022-05-12,243.1
2022-05-13,240.41
2022-05-16,239.79
2022-05-17,242.65
2022-05-18,247.9
2022-05-19,264.44
2022-05-20,262.54
2022-05-23,262.6
2022-05-24,254.0
2022-05-25,260.63
2022-05-26,193.44
2022-05-27,193.02
2022-05-30,197.8
2022-05-31,204.01
2022-06-01,195.01
2022-06-02,197.6
2022-06-06,209.89
2022-06-07,209.5
2022-06-08,204.88
2022-06-09,202.23
2022-06-10,207.54
2022-06-13,205.98
2022-06-14,200.58
2022-06-15,194.65
2022-06-16,206.0
2022-06-17,217.1
2022-06-20,235.9
2022-06-21,235.9
2022-06-22,252.7
2022-06-23,257.0
2022-06-24,254.85
2022-06-27,275.0
2022-06-28,268.0
2022-06-29,265.55
2022-06-30,279.89
2022-07-01,272.77
2022-07-04,290.0
2022-07-05,274.0
2022-07-06,286.05
2022-07-07,314.65
2022-07-08,283.19
2022-07-11,296.1
2022-07-12,276.0
2022-07-13,295.3
2022-07-14,299.94
2022-07-15,318.44
2022-07-18,319.62
2022-07-19,311.0
2022-07-20,316.75
2022-07-21,310.0
2022-07-22,303.68
2022-07-25,301.19
2022-07-26,308.73
2022-07-27,322.2
2022-07-28,324.15
2022-07-29,334.11
2022-08-01,333.07
2022-08-02,355.17
2022-08-03,344.0
2022-08-04,345.0
2022-08-05,344.9
2022-08-08,344.6
2022-08-09,353.02
2022-08-10,362.97
2022-08-11,362.0
2022-08-12,352.31
2022-08-15,362.0
2022-08-16,376.19
2022-08-17,374.0
2022-08-18,411.4
2022-08-19,426.0
2022-08-22,414.28
2022-08-23,428.0
2022-08-24,429.05
2022-08-25,413.0
2022-08-26,396.0
2022-08-29,409.18
2022-08-30,408.23
2022-08-31,367.95
2022-09-01,376.96
2022-09-02,379.05
2022-09-05,388.8
2022-09-06,422.7
2022-09-07,430.99
2022-09-08,429.18
2022-09-09,424.5
2022-09-13,417.3
2022-09-14,417.53
2022-09-15,375.78
2022-09-16,388.0
2022-09-19,398.03
2022-09-20,423.0
2022-09-21,405.18
2022-09-22,419.83
2022-09-23,412.0
2022-09-26,453.2
2022-09-27,447.61
2022-09-28,440.99
2022-09-29,435.0
2022-09-30,420.21
2022-10-10,408.93
2022-10-11,415.1
2022-10-12,419.5
2022-10-13,411.99
2022-10-14,400.58
2022-10-17,398.01
2022-10-18,398.5
2022-10-19,389.1
2022-10-20,374.8
2022-10-21,378.45
2022-10-24,374.99
2022-10-25,386.4
2022-10-26,379.0
2022-10-27,363.0
2022-10-28,352.0
2022-10-31,327.17
2022-11-01,327.99
2022-11-02,348.53
2022-11-03,373.61
2022-11-04,387.0
2022-11-07,394.6
",
1285,CN,technical,思源电气2020年07月21日的5日周期双指数移动平均收盘价是？（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.3169,easy,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2020-06-12,18.94
2020-06-15,18.41
2020-06-16,18.77
2020-06-17,18.65
2020-06-18,18.7
2020-06-19,18.67
2020-06-22,18.94
2020-06-23,18.67
2020-06-24,19.15
2020-06-29,20.11
2020-06-30,20.46
2020-07-01,20.5
2020-07-02,21.85
2020-07-03,21.5
2020-07-06,21.92
2020-07-07,22.65
2020-07-08,23.83
2020-07-09,23.85
2020-07-10,24.42
2020-07-13,26.48
2020-07-14,26.6
2020-07-15,24.66
2020-07-16,24.15
2020-07-17,23.53
2020-07-20,24.5
2020-07-21,24.24
",
1286,CN,technical,2025年09月10日，首创证券的5日双指数移动平均收盘价为多少元？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.2618,easy,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2025-08-06,20.21
2025-08-07,20.19
2025-08-08,19.9
2025-08-11,20.25
2025-08-12,20.28
2025-08-13,20.42
2025-08-14,20.36
2025-08-15,21.07
2025-08-18,21.24
2025-08-19,20.98
2025-08-20,21.09
2025-08-21,20.85
2025-08-22,21.57
2025-08-25,21.57
2025-08-26,21.43
2025-08-27,21.19
2025-08-28,21.53
2025-08-29,21.38
2025-09-01,21.34
2025-09-02,21.13
2025-09-03,20.44
2025-09-04,20.47
2025-09-05,20.77
2025-09-08,20.85
2025-09-09,21.35
2025-09-10,21.42
",
1287,CN,technical,对于20日周期双指数移动平均收盘价，2020年07月31日华能水电的值是多少？（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.8582,easy,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2020-03-05,3.94
2020-03-06,3.9
2020-03-09,3.78
2020-03-10,3.87
2020-03-11,3.81
2020-03-12,3.75
2020-03-13,3.69
2020-03-16,3.62
2020-03-17,3.57
2020-03-18,3.51
2020-03-19,3.45
2020-03-20,3.58
2020-03-23,3.56
2020-03-24,3.64
2020-03-25,3.67
2020-03-26,3.63
2020-03-27,3.64
2020-03-30,3.66
2020-03-31,3.64
2020-04-01,3.56
2020-04-02,3.61
2020-04-03,3.6
2020-04-07,3.65
2020-04-08,3.68
2020-04-09,3.65
2020-04-10,3.64
2020-04-13,3.6
2020-04-14,3.6
2020-04-15,3.55
2020-04-16,3.57
2020-04-17,3.53
2020-04-20,3.55
2020-04-21,3.5
2020-04-22,3.54
2020-04-23,3.56
2020-04-24,3.55
2020-04-27,3.56
2020-04-28,3.5
2020-04-29,3.51
2020-04-30,3.55
2020-05-06,3.56
2020-05-07,3.55
2020-05-08,3.56
2020-05-11,3.61
2020-05-12,3.59
2020-05-13,3.6
2020-05-14,3.6
2020-05-15,3.57
2020-05-18,3.58
2020-05-19,3.59
2020-05-20,3.56
2020-05-21,3.54
2020-05-22,3.49
2020-05-25,3.5
2020-05-26,3.52
2020-05-27,3.51
2020-05-28,3.52
2020-05-29,3.59
2020-06-01,3.71
2020-06-02,3.72
2020-06-03,3.69
2020-06-04,3.67
2020-06-05,3.68
2020-06-08,3.7
2020-06-09,3.71
2020-06-10,3.68
2020-06-11,3.6
2020-06-12,3.63
2020-06-15,3.6
2020-06-16,3.63
2020-06-17,3.67
2020-06-18,3.66
2020-06-19,3.51
2020-06-22,3.52
2020-06-23,3.53
2020-06-24,3.65
2020-06-29,3.78
2020-06-30,3.79
2020-07-01,3.78
2020-07-02,3.88
2020-07-03,3.86
2020-07-06,3.98
2020-07-07,3.9
2020-07-08,4.06
2020-07-09,4.06
2020-07-10,3.94
2020-07-13,4.02
2020-07-14,4.07
2020-07-15,4.02
2020-07-16,3.86
2020-07-17,3.88
2020-07-20,3.99
2020-07-21,3.96
2020-07-22,3.93
2020-07-23,3.85
2020-07-24,3.73
2020-07-27,3.77
2020-07-28,3.78
2020-07-29,3.8
2020-07-30,3.77
2020-07-31,3.82
",
1288,CN,technical,对于中国通号的10日双指数移动平均收盘价（单位：元），2022年02月09日的值是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.9129,easy,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2021-11-23,4.96
2021-11-24,4.97
2021-11-25,4.98
2021-11-26,4.94
2021-11-29,4.88
2021-11-30,4.86
2021-12-01,4.91
2021-12-02,4.91
2021-12-03,5.01
2021-12-06,4.95
2021-12-07,5.0
2021-12-08,4.99
2021-12-09,5.0
2021-12-10,5.0
2021-12-13,4.96
2021-12-14,4.94
2021-12-15,4.93
2021-12-16,4.95
2021-12-17,4.96
2021-12-20,4.97
2021-12-21,5.01
2021-12-22,4.99
2021-12-23,4.98
2021-12-24,4.97
2021-12-27,4.98
2021-12-28,4.98
2021-12-29,4.98
2021-12-30,4.97
2021-12-31,4.98
2022-01-04,5.03
2022-01-05,5.01
2022-01-06,5.02
2022-01-07,5.06
2022-01-10,5.1
2022-01-11,5.1
2022-01-12,5.08
2022-01-13,5.05
2022-01-14,4.99
2022-01-17,5.0
2022-01-18,5.03
2022-01-19,5.03
2022-01-20,5.01
2022-01-21,4.95
2022-01-24,4.93
2022-01-25,4.84
2022-01-26,4.88
2022-01-27,4.81
2022-01-28,4.82
2022-02-07,4.91
2022-02-08,4.96
2022-02-09,4.99
",
1289,CN,technical,计算合盛硅业2021年11月18日的20日周期双指数移动平均收盘价。（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,155.9753,easy,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2021-06-22,65.53
2021-06-23,64.85
2021-06-24,60.21
2021-06-25,64.67
2021-06-28,68.0
2021-06-29,74.8
2021-06-30,76.91
2021-07-01,74.72
2021-07-02,78.25
2021-07-05,77.2
2021-07-06,76.35
2021-07-07,78.4
2021-07-08,78.86
2021-07-09,80.2
2021-07-12,81.99
2021-07-13,90.19
2021-07-14,86.66
2021-07-15,87.51
2021-07-16,87.55
2021-07-19,88.9
2021-07-20,88.15
2021-07-21,91.86
2021-07-22,101.05
2021-07-23,104.35
2021-07-26,106.09
2021-07-27,104.5
2021-07-28,98.41
2021-07-29,102.79
2021-07-30,104.66
2021-08-02,94.19
2021-08-03,94.71
2021-08-04,101.45
2021-08-05,98.59
2021-08-06,101.88
2021-08-09,105.22
2021-08-10,106.43
2021-08-11,113.75
2021-08-12,116.0
2021-08-13,127.6
2021-08-16,129.0
2021-08-17,122.98
2021-08-18,132.26
2021-08-19,134.57
2021-08-20,148.03
2021-08-23,162.83
2021-08-24,175.5
2021-08-25,193.05
2021-08-26,212.36
2021-08-27,227.38
2021-08-30,212.61
2021-08-31,215.93
2021-09-01,221.89
2021-09-02,226.0
2021-09-03,221.1
2021-09-06,198.99
2021-09-07,210.67
2021-09-08,212.48
2021-09-09,211.0
2021-09-10,225.08
2021-09-13,236.2
2021-09-14,246.07
2021-09-15,245.7
2021-09-16,227.0
2021-09-17,216.79
2021-09-22,226.51
2021-09-23,215.9
2021-09-24,213.01
2021-09-27,210.62
2021-09-28,198.85
2021-09-29,178.97
2021-09-30,179.49
2021-10-08,166.93
2021-10-11,169.71
2021-10-12,164.55
2021-10-13,168.28
2021-10-14,169.35
2021-10-15,169.5
2021-10-18,173.88
2021-10-19,177.8
2021-10-20,181.82
2021-10-21,183.2
2021-10-22,178.5
2021-10-25,183.85
2021-10-26,179.36
2021-10-27,174.8
2021-10-28,177.26
2021-10-29,164.77
2021-11-01,163.0
2021-11-02,163.1
2021-11-03,164.83
2021-11-04,158.63
2021-11-05,152.3
2021-11-08,154.29
2021-11-09,154.01
2021-11-10,154.26
2021-11-11,162.33
2021-11-12,166.91
2021-11-15,153.9
2021-11-16,158.0
2021-11-17,158.93
2021-11-18,162.84
",
1290,CN,technical,招商银行2024年09月20日的20日周期三指数移动平均收盘价是？（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,30.3855,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2024-03-26,32.4
2024-03-27,32.3
2024-03-28,32.18
2024-03-29,32.2
2024-04-01,32.64
2024-04-02,32.55
2024-04-03,32.23
2024-04-08,32.4
2024-04-09,32.31
2024-04-10,32.49
2024-04-11,32.3
2024-04-12,32.12
2024-04-15,32.83
2024-04-16,32.75
2024-04-17,33.3
2024-04-18,33.65
2024-04-19,33.62
2024-04-22,33.34
2024-04-23,33.38
2024-04-24,33.46
2024-04-25,34.4
2024-04-26,34.48
2024-04-29,34.88
2024-04-30,34.31
2024-05-06,34.88
2024-05-07,34.87
2024-05-08,34.57
2024-05-09,34.84
2024-05-10,35.62
2024-05-13,35.91
2024-05-14,35.34
2024-05-15,35.05
2024-05-16,36.25
2024-05-17,36.85
2024-05-20,36.38
2024-05-21,36.24
2024-05-22,36.06
2024-05-23,35.5
2024-05-24,34.74
2024-05-27,35.14
2024-05-28,34.83
2024-05-29,34.57
2024-05-30,34.34
2024-05-31,34.28
2024-06-03,34.15
2024-06-04,34.54
2024-06-05,33.99
2024-06-06,34.0
2024-06-07,33.99
2024-06-11,33.36
2024-06-12,33.09
2024-06-13,32.82
2024-06-14,33.81
2024-06-17,33.73
2024-06-18,33.71
2024-06-19,34.15
2024-06-20,34.01
2024-06-21,33.7
2024-06-24,34.07
2024-06-25,34.3
2024-06-26,34.06
2024-06-27,34.26
2024-06-28,34.19
2024-07-01,34.36
2024-07-02,35.08
2024-07-03,34.46
2024-07-04,34.71
2024-07-05,33.88
2024-07-08,33.99
2024-07-09,34.47
2024-07-10,34.68
2024-07-11,32.9
2024-07-12,34.0
2024-07-15,33.78
2024-07-16,33.79
2024-07-17,34.07
2024-07-18,34.09
2024-07-19,34.25
2024-07-22,33.34
2024-07-23,33.34
2024-07-24,33.18
2024-07-25,32.83
2024-07-26,32.37
2024-07-29,32.45
2024-07-30,32.42
2024-07-31,32.73
2024-08-01,32.71
2024-08-02,32.28
2024-08-05,32.1
2024-08-06,31.7
2024-08-07,31.58
2024-08-08,31.93
2024-08-09,32.33
2024-08-12,32.12
2024-08-13,31.94
2024-08-14,31.86
2024-08-15,32.76
2024-08-16,33.15
2024-08-19,33.42
2024-08-20,33.48
2024-08-21,33.24
2024-08-22,33.3
2024-08-23,33.7
2024-08-26,33.77
2024-08-27,33.7
2024-08-28,33.68
2024-08-29,32.93
2024-08-30,32.15
2024-09-02,31.93
2024-09-03,31.62
2024-09-04,31.36
2024-09-05,31.2
2024-09-06,31.25
2024-09-09,30.24
2024-09-10,30.19
2024-09-11,30.08
2024-09-12,30.23
2024-09-13,30.6
2024-09-18,31.11
2024-09-19,30.82
2024-09-20,30.94
",
1291,CN,technical,2025年05月27日，光大证券的20日三指数移动平均收盘价为多少元？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.3472,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2024-11-25,19.16
2024-11-26,19.73
2024-11-27,19.97
2024-11-28,19.46
2024-11-29,19.69
2024-12-02,19.85
2024-12-03,19.5
2024-12-04,19.25
2024-12-05,20.19
2024-12-06,20.49
2024-12-09,20.89
2024-12-10,20.51
2024-12-11,20.24
2024-12-12,20.34
2024-12-13,19.57
2024-12-16,19.18
2024-12-17,19.1
2024-12-18,19.11
2024-12-19,18.96
2024-12-20,18.93
2024-12-23,18.55
2024-12-24,18.82
2024-12-25,19.25
2024-12-26,19.23
2024-12-27,19.27
2024-12-30,19.31
2024-12-31,18.11
2025-01-02,17.31
2025-01-03,16.96
2025-01-06,16.86
2025-01-07,17.16
2025-01-08,17.51
2025-01-09,17.29
2025-01-10,16.82
2025-01-13,16.86
2025-01-14,17.53
2025-01-15,17.32
2025-01-16,17.24
2025-01-17,17.25
2025-01-20,17.17
2025-01-21,17.29
2025-01-22,17.2
2025-01-23,17.26
2025-01-24,17.39
2025-01-27,16.95
2025-02-05,17.16
2025-02-06,17.45
2025-02-07,17.78
2025-02-10,17.82
2025-02-11,17.67
2025-02-12,17.87
2025-02-13,17.83
2025-02-14,17.77
2025-02-17,17.83
2025-02-18,17.31
2025-02-19,17.54
2025-02-20,17.55
2025-02-21,17.8
2025-02-24,17.73
2025-02-25,17.48
2025-02-26,17.93
2025-02-27,18.22
2025-02-28,17.57
2025-03-03,17.44
2025-03-04,17.44
2025-03-05,17.4
2025-03-06,17.75
2025-03-07,17.42
2025-03-10,17.41
2025-03-11,17.47
2025-03-12,17.56
2025-03-13,17.47
2025-03-14,17.88
2025-03-17,17.79
2025-03-18,17.78
2025-03-19,17.73
2025-03-20,17.61
2025-03-21,17.31
2025-03-24,17.24
2025-03-25,17.13
2025-03-26,17.19
2025-03-27,17.32
2025-03-28,17.25
2025-03-31,17.05
2025-04-01,17.15
2025-04-02,17.13
2025-04-03,17.11
2025-04-07,15.52
2025-04-08,15.85
2025-04-09,16.24
2025-04-10,16.48
2025-04-11,16.42
2025-04-14,16.45
2025-04-15,16.34
2025-04-16,16.35
2025-04-17,16.3
2025-04-18,16.3
2025-04-21,16.34
2025-04-22,16.3
2025-04-23,16.25
2025-04-24,16.16
2025-04-25,16.25
2025-04-28,16.06
2025-04-29,16.05
2025-04-30,16.1
2025-05-06,16.38
2025-05-07,16.4
2025-05-08,16.49
2025-05-09,16.27
2025-05-12,16.59
2025-05-13,16.46
2025-05-14,16.9
2025-05-15,16.68
2025-05-16,16.62
2025-05-19,16.53
2025-05-20,16.55
2025-05-21,16.48
2025-05-22,16.36
2025-05-23,16.13
2025-05-26,16.16
2025-05-27,16.2
",
1292,CN,technical,对于30日周期三指数移动平均收盘价，2021年11月09日士兰微的值是多少？（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,63.8172,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2021-02-04,23.91
2021-02-05,23.4
2021-02-08,24.01
2021-02-09,24.3
2021-02-10,24.6
2021-02-18,26.78
2021-02-19,28.5
2021-02-22,27.83
2021-02-23,28.23
2021-02-24,28.06
2021-02-25,27.34
2021-02-26,27.0
2021-03-01,29.7
2021-03-02,30.1
2021-03-03,29.63
2021-03-04,27.5
2021-03-05,27.32
2021-03-08,26.02
2021-03-09,24.75
2021-03-10,24.7
2021-03-11,26.56
2021-03-12,26.32
2021-03-15,23.69
2021-03-16,23.5
2021-03-17,23.6
2021-03-18,23.64
2021-03-19,24.13
2021-03-22,23.89
2021-03-23,24.08
2021-03-24,23.33
2021-03-25,23.3
2021-03-26,23.86
2021-03-29,23.99
2021-03-30,23.94
2021-03-31,24.23
2021-04-01,26.65
2021-04-02,29.32
2021-04-06,30.2
2021-04-07,29.57
2021-04-08,29.59
2021-04-09,28.74
2021-04-12,27.06
2021-04-13,27.1
2021-04-14,27.25
2021-04-15,28.24
2021-04-16,27.09
2021-04-19,27.87
2021-04-20,26.9
2021-04-21,26.99
2021-04-22,29.69
2021-04-23,28.84
2021-04-26,30.95
2021-04-27,30.36
2021-04-28,30.92
2021-04-29,34.01
2021-04-30,36.01
2021-05-06,36.7
2021-05-07,33.03
2021-05-10,32.86
2021-05-11,33.77
2021-05-12,34.03
2021-05-13,36.6
2021-05-14,36.71
2021-05-17,36.29
2021-05-18,37.0
2021-05-19,38.25
2021-05-20,36.3
2021-05-21,36.3
2021-05-24,38.28
2021-05-25,38.26
2021-05-26,36.99
2021-05-27,38.84
2021-05-28,39.2
2021-05-31,39.59
2021-06-01,39.67
2021-06-02,38.28
2021-06-03,37.59
2021-06-04,38.88
2021-06-07,42.77
2021-06-08,43.5
2021-06-09,43.38
2021-06-10,43.79
2021-06-11,42.78
2021-06-15,42.27
2021-06-16,42.33
2021-06-17,46.56
2021-06-18,51.19
2021-06-21,52.04
2021-06-22,52.26
2021-06-23,56.33
2021-06-24,56.65
2021-06-25,56.75
2021-06-28,57.62
2021-06-29,56.35
2021-07-01,54.75
2021-07-02,57.33
2021-07-05,63.06
2021-07-06,59.49
2021-07-07,59.16
2021-07-08,63.1
2021-07-09,62.35
2021-07-12,64.27
2021-07-13,60.58
2021-07-14,59.61
2021-07-15,59.91
2021-07-16,60.0
2021-07-19,55.17
2021-07-20,57.56
2021-07-21,60.68
2021-07-22,64.03
2021-07-23,63.59
2021-07-26,68.2
2021-07-27,66.2
2021-07-28,64.3
2021-07-29,69.72
2021-07-30,69.69
2021-08-02,68.3
2021-08-03,62.32
2021-08-04,65.54
2021-08-05,66.71
2021-08-06,65.49
2021-08-09,61.99
2021-08-10,60.22
2021-08-11,62.99
2021-08-12,63.1
2021-08-13,60.8
2021-08-16,63.57
2021-08-17,57.64
2021-08-18,57.01
2021-08-19,58.1
2021-08-20,59.75
2021-08-23,59.7
2021-08-24,61.11
2021-08-25,59.74
2021-08-26,59.52
2021-08-27,59.58
2021-08-30,58.2
2021-08-31,54.8
2021-09-01,54.64
2021-09-02,52.98
2021-09-03,53.3
2021-09-06,56.16
2021-09-07,56.25
2021-09-08,56.73
2021-09-09,55.08
2021-09-10,59.87
2021-09-13,58.53
2021-09-14,58.63
2021-09-15,57.98
2021-09-16,54.51
2021-09-17,54.59
2021-09-22,57.96
2021-09-23,61.21
2021-09-24,61.24
2021-09-27,58.99
2021-09-28,58.33
2021-09-29,56.55
2021-09-30,57.09
2021-10-08,56.4
2021-10-11,55.18
2021-10-12,53.05
2021-10-13,56.5
2021-10-14,55.8
2021-10-15,61.38
2021-10-18,62.05
2021-10-19,62.92
2021-10-20,62.33
2021-10-21,59.45
2021-10-22,60.8
2021-10-25,62.5
2021-10-26,62.05
2021-10-27,60.77
2021-10-28,59.96
2021-10-29,61.67
2021-11-01,58.58
2021-11-02,63.0
2021-11-03,61.0
2021-11-04,65.58
2021-11-05,64.9
2021-11-08,65.23
2021-11-09,64.97
",
1293,CN,technical,对于招商轮船的10日三指数移动平均收盘价（单位：元），2022年07月28日的值是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.1851,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2022-04-29,5.11
2022-05-05,5.13
2022-05-06,5.33
2022-05-09,5.36
2022-05-10,5.06
2022-05-11,5.28
2022-05-12,5.41
2022-05-13,5.79
2022-05-16,5.87
2022-05-17,5.83
2022-05-18,5.65
2022-05-19,5.73
2022-05-20,5.62
2022-05-23,5.58
2022-05-24,5.81
2022-05-25,6.0
2022-05-26,6.07
2022-05-27,6.08
2022-05-30,6.03
2022-05-31,6.05
2022-06-01,6.66
2022-06-02,6.64
2022-06-06,6.77
2022-06-07,6.97
2022-06-08,6.7
2022-06-09,6.25
2022-06-10,6.31
2022-06-13,5.96
2022-06-14,6.07
2022-06-15,5.9
2022-06-16,5.71
2022-06-17,5.61
2022-06-20,5.46
2022-06-21,5.63
2022-06-22,5.78
2022-06-23,5.96
2022-06-24,5.8
2022-06-27,5.89
2022-06-28,6.19
2022-06-29,5.91
2022-06-30,5.76
2022-07-01,5.63
2022-07-04,5.79
2022-07-05,6.21
2022-07-06,5.94
2022-07-07,5.66
2022-07-08,5.66
2022-07-11,5.73
2022-07-12,5.5
2022-07-13,5.58
2022-07-14,5.58
2022-07-15,5.41
2022-07-18,5.95
2022-07-19,6.27
2022-07-20,6.54
2022-07-21,6.59
2022-07-22,6.76
2022-07-25,6.88
2022-07-26,7.11
2022-07-27,7.0
2022-07-28,7.01
",
1294,CN,technical,计算中金公司2025年02月10日的10日周期三指数移动平均收盘价。（单位：元）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.3114,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2024-11-07,39.29
2024-11-08,38.11
2024-11-11,38.3
2024-11-12,37.48
2024-11-13,39.46
2024-11-14,39.09
2024-11-15,37.33
2024-11-18,36.05
2024-11-19,36.18
2024-11-20,36.13
2024-11-21,36.41
2024-11-22,34.68
2024-11-25,34.64
2024-11-26,34.49
2024-11-27,35.02
2024-11-28,34.95
2024-11-29,35.56
2024-12-02,36.5
2024-12-03,36.3
2024-12-04,35.98
2024-12-05,36.22
2024-12-06,37.19
2024-12-09,37.0
2024-12-10,37.01
2024-12-11,36.69
2024-12-12,36.92
2024-12-13,36.01
2024-12-16,35.66
2024-12-17,35.53
2024-12-18,35.41
2024-12-19,35.13
2024-12-20,35.48
2024-12-23,34.91
2024-12-24,35.36
2024-12-25,35.3
2024-12-26,35.27
2024-12-27,35.17
2024-12-30,35.26
2024-12-31,33.69
2025-01-02,32.47
2025-01-03,31.43
2025-01-06,31.41
2025-01-07,31.55
2025-01-08,31.22
2025-01-09,31.04
2025-01-10,30.64
2025-01-13,30.65
2025-01-14,31.8
2025-01-15,31.39
2025-01-16,31.35
2025-01-17,31.47
2025-01-20,31.66
2025-01-21,31.72
2025-01-22,31.5
2025-01-23,31.6
2025-01-24,31.81
2025-01-27,31.18
2025-02-05,31.43
2025-02-06,31.83
2025-02-07,32.36
2025-02-10,32.42
",
1295,CN,technical,华泰证券2025年07月29日的5日周期赫尔移动平均收盘价是？（单位：元）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.7236,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2025-07-18,18.49
2025-07-21,19.07
2025-07-22,19.01
2025-07-23,19.51
2025-07-24,20.15
2025-07-25,19.89
2025-07-28,20.48
2025-07-29,20.59
",
1296,CN,technical,2021年11月11日，红塔证券的20日赫尔移动平均收盘价为多少元？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,11.1765,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2021-09-23,12.36
2021-09-24,12.23
2021-09-27,11.88
2021-09-28,11.94
2021-09-29,11.75
2021-09-30,11.8
2021-10-08,11.9
2021-10-11,11.93
2021-10-12,11.79
2021-10-13,12.0
2021-10-14,12.14
2021-10-15,11.97
2021-10-18,11.86
2021-10-19,11.9
2021-10-20,11.83
2021-10-21,11.77
2021-10-22,11.75
2021-10-25,11.41
2021-10-26,11.22
2021-10-27,11.01
2021-10-28,11.02
2021-10-29,11.21
2021-11-01,11.26
2021-11-02,11.08
2021-11-03,11.24
2021-11-04,11.27
2021-11-05,11.19
2021-11-08,11.26
2021-11-09,11.27
2021-11-10,11.25
2021-11-11,11.39
",
1297,CN,technical,对于10日周期赫尔移动平均收盘价，2023年08月10日同花顺的值是多少？（单位：元）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,189.0465,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2023-07-20,158.61
2023-07-21,157.29
2023-07-24,157.49
2023-07-25,178.16
2023-07-26,171.4
2023-07-27,164.53
2023-07-28,192.1
2023-07-31,189.0
2023-08-01,183.64
2023-08-02,184.9
2023-08-03,193.9
2023-08-04,195.5
2023-08-07,193.38
2023-08-08,186.11
2023-08-09,184.21
2023-08-10,190.07
",
1298,CN,technical,对于招商证券的5日赫尔移动平均收盘价（单位：元），2021年02月19日的值是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.134,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2021-02-03,23.97
2021-02-04,23.37
2021-02-05,23.3
2021-02-08,22.68
2021-02-09,23.95
2021-02-10,23.4
2021-02-18,23.1
2021-02-19,23.3
",
1299,CN,technical,计算渝农商行2024年04月09日的30日周期赫尔移动平均收盘价。（单位：元）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.6773,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2024-01-25,4.23
2024-01-26,4.3
2024-01-29,4.36
2024-01-30,4.31
2024-01-31,4.33
2024-02-01,4.29
2024-02-02,4.3
2024-02-05,4.25
2024-02-06,4.35
2024-02-07,4.34
2024-02-08,4.37
2024-02-19,4.38
2024-02-20,4.44
2024-02-21,4.44
2024-02-22,4.47
2024-02-23,4.53
2024-02-26,4.41
2024-02-27,4.43
2024-02-28,4.4
2024-02-29,4.48
2024-03-01,4.48
2024-03-04,4.48
2024-03-05,4.58
2024-03-06,4.56
2024-03-07,4.55
2024-03-08,4.62
2024-03-11,4.67
2024-03-12,4.47
2024-03-13,4.41
2024-03-14,4.44
2024-03-15,4.5
2024-03-18,4.45
2024-03-19,4.44
2024-03-20,4.45
2024-03-21,4.48
2024-03-22,4.49
2024-03-25,4.58
2024-03-26,4.68
2024-03-27,4.75
2024-03-28,4.65
2024-03-29,4.66
2024-04-01,4.63
2024-04-02,4.65
2024-04-03,4.68
2024-04-08,4.72
2024-04-09,4.66
",
1300,CN,technical,成都银行2021年07月22日的Aroon上升的值是？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,56.0,easy,trend,AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数,"date,high
2021-06-17,13.4
2021-06-18,13.22
2021-06-21,13.12
2021-06-22,13.27
2021-06-23,13.4
2021-06-24,13.51
2021-06-25,13.56
2021-06-28,12.96
2021-06-29,12.82
2021-06-30,12.86
2021-07-01,12.92
2021-07-02,12.74
2021-07-05,12.86
2021-07-06,13.35
2021-07-07,13.97
2021-07-08,13.86
2021-07-09,13.6
2021-07-12,13.06
2021-07-13,12.31
2021-07-14,12.19
2021-07-15,12.02
2021-07-16,12.03
2021-07-19,11.9
2021-07-20,11.8
2021-07-21,11.82
2021-07-22,11.8
",
1301,CN,technical,2024年03月26日，爱美客的Aroon上升是多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,80.0,easy,trend,AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数,"date,high
2024-02-20,325.88
2024-02-21,332.4
2024-02-22,324.8
2024-02-23,336.13
2024-02-26,329.5
2024-02-27,319.89
2024-02-28,333.5
2024-02-29,327.0
2024-03-01,325.8
2024-03-04,326.88
2024-03-05,322.57
2024-03-06,326.38
2024-03-07,328.63
2024-03-08,325.97
2024-03-11,338.0
2024-03-12,355.0
2024-03-13,351.97
2024-03-14,352.47
2024-03-15,345.16
2024-03-18,347.83
2024-03-19,358.0
2024-03-20,354.0
2024-03-21,344.88
2024-03-22,339.29
2024-03-25,339.87
2024-03-26,337.51
",
1302,CN,technical,澜起科技的Aroon上升在2022年05月19日为多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,80.0,easy,trend,AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数,"date,high
2022-04-11,60.74
2022-04-12,59.54
2022-04-13,59.11
2022-04-14,57.5
2022-04-15,61.08
2022-04-18,63.33
2022-04-19,63.3
2022-04-20,61.27
2022-04-21,61.16
2022-04-22,59.79
2022-04-25,58.5
2022-04-26,55.6
2022-04-27,57.33
2022-04-28,58.1
2022-04-29,58.49
2022-05-05,62.26
2022-05-06,60.9
2022-05-09,62.1
2022-05-10,62.22
2022-05-11,64.8
2022-05-12,66.42
2022-05-13,66.2
2022-05-16,66.23
2022-05-17,65.45
2022-05-18,64.29
2022-05-19,65.6
",
1303,CN,technical,对于Aroon上升，中科曙光2025年12月19日的值是多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,36.0,easy,trend,AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数,"date,high
2025-11-14,103.57
2025-11-17,103.3
2025-11-18,102.4
2025-11-19,101.41
2025-11-20,102.78
2025-11-21,98.8
2025-11-24,96.85
2025-11-25,97.18
2025-11-26,99.23
2025-11-27,104.01
2025-11-28,99.34
2025-12-01,102.3
2025-12-02,100.76
2025-12-03,100.26
2025-12-04,100.7
2025-12-05,99.63
2025-12-08,102.2
2025-12-09,102.28
2025-12-10,91.78
2025-12-11,90.92
2025-12-12,88.99
2025-12-15,88.66
2025-12-16,85.68
2025-12-17,86.2
2025-12-18,86.6
2025-12-19,87.3
",
1304,CN,technical,计算天坛生物2025年10月29日的Aroon上升的值。（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.0,easy,trend,AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数,"date,high
2025-09-16,19.61
2025-09-17,19.59
2025-09-18,19.75
2025-09-19,19.58
2025-09-22,19.44
2025-09-23,19.31
2025-09-24,19.3
2025-09-25,19.16
2025-09-26,19.13
2025-09-29,19.26
2025-09-30,19.19
2025-10-09,19.31
2025-10-10,19.38
2025-10-13,19.25
2025-10-14,19.34
2025-10-15,19.25
2025-10-16,19.27
2025-10-17,19.22
2025-10-20,19.09
2025-10-21,19.12
2025-10-22,19.19
2025-10-23,19.14
2025-10-24,19.19
2025-10-27,18.81
2025-10-28,18.72
2025-10-29,18.59
",
1305,CN,technical,中国中免2023年04月12日的Aroon下降的值是？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,84.0,easy,trend,AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2023-03-07,192.7,188.57
2023-03-08,188.45,186.68
2023-03-09,188.33,183.48
2023-03-10,183.89,181.66
2023-03-13,188.39,181.5
2023-03-14,186.91,183.72
2023-03-15,190.2,182.55
2023-03-16,185.99,180.0
2023-03-17,188.8,184.5
2023-03-20,185.8,180.5
2023-03-21,188.23,183.11
2023-03-22,189.74,184.04
2023-03-23,185.1,182.0
2023-03-24,187.5,183.61
2023-03-27,186.33,183.8
2023-03-28,185.87,181.67
2023-03-29,185.49,181.89
2023-03-30,187.57,182.57
2023-03-31,187.99,182.78
2023-04-03,187.0,181.01
2023-04-04,184.3,175.9
2023-04-06,180.48,173.64
2023-04-07,183.43,176.87
2023-04-10,181.8,178.69
2023-04-11,182.82,178.21
2023-04-12,180.0,175.79
",
1306,CN,technical,2024年10月09日，复星医药的Aroon下降是多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.0,easy,trend,AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2024-08-26,22.55,22.16
2024-08-27,22.55,22.22
2024-08-28,22.47,21.78
2024-08-29,22.79,22.3
2024-08-30,22.85,22.45
2024-09-02,22.54,22.18
2024-09-03,22.79,22.27
2024-09-04,22.88,22.51
2024-09-05,22.87,22.57
2024-09-06,22.84,22.51
2024-09-09,22.79,22.28
2024-09-10,22.68,22.0
2024-09-11,22.54,22.11
2024-09-12,22.73,22.35
2024-09-13,22.48,22.18
2024-09-18,22.29,21.89
2024-09-19,22.84,22.33
2024-09-20,22.49,22.11
2024-09-23,22.54,22.23
2024-09-24,22.88,22.36
2024-09-25,23.54,23.0
2024-09-26,23.98,23.03
2024-09-27,25.15,24.2
2024-09-30,27.67,25.8
2024-10-08,30.44,28.1
2024-10-09,28.85,26.7
",
1307,CN,technical,山西焦煤的Aroon下降在2025年04月30日为多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.0,easy,trend,AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2025-03-25,7.18,6.99
2025-03-26,7.24,7.1
2025-03-27,7.19,7.08
2025-03-28,7.13,7.01
2025-03-31,7.03,6.86
2025-04-01,7.09,6.87
2025-04-02,7.08,7.02
2025-04-03,7.04,6.97
2025-04-07,6.81,6.35
2025-04-08,6.72,6.44
2025-04-09,6.66,6.5
2025-04-10,6.73,6.63
2025-04-11,6.67,6.6
2025-04-14,6.88,6.64
2025-04-15,6.85,6.74
2025-04-16,6.88,6.71
2025-04-17,6.8,6.74
2025-04-18,6.77,6.69
2025-04-21,6.74,6.65
2025-04-22,6.7,6.65
2025-04-23,6.7,6.62
2025-04-24,6.7,6.62
2025-04-25,6.65,6.56
2025-04-28,6.61,6.5
2025-04-29,6.49,6.42
2025-04-30,6.45,6.4
",
1308,CN,technical,对于Aroon下降，中航沈飞2025年06月27日的值是多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.0,easy,trend,AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2025-05-22,49.86,47.74
2025-05-23,48.85,47.8
2025-05-26,48.94,47.55
2025-05-27,48.59,47.11
2025-05-28,48.18,47.17
2025-05-29,47.83,46.93
2025-05-30,48.66,46.95
2025-06-03,50.0,48.25
2025-06-04,49.43,48.8
2025-06-05,49.93,48.7
2025-06-06,51.5,49.97
2025-06-09,55.0,52.57
2025-06-10,53.81,52.37
2025-06-11,53.77,52.45
2025-06-12,54.45,52.96
2025-06-13,55.35,53.18
2025-06-16,55.15,53.25
2025-06-17,56.55,53.75
2025-06-18,56.87,54.71
2025-06-19,54.65,52.57
2025-06-20,53.8,52.77
2025-06-23,53.77,52.68
2025-06-24,54.0,51.84
2025-06-25,54.45,52.92
2025-06-26,55.28,53.74
2025-06-27,56.0,54.38
",
1309,CN,technical,计算东鹏饮料2022年12月14日的Aroon下降的值。（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,easy,trend,AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2022-11-09,165.98,162.2
2022-11-10,162.6,158.67
2022-11-11,172.0,161.51
2022-11-14,175.55,167.5
2022-11-15,173.74,168.75
2022-11-16,179.58,170.0
2022-11-17,181.0,175.31
2022-11-18,180.48,174.12
2022-11-21,179.44,172.97
2022-11-22,175.5,171.8
2022-11-23,180.2,173.0
2022-11-24,176.0,171.27
2022-11-25,174.75,170.1
2022-11-28,174.41,167.08
2022-11-29,175.0,170.0
2022-11-30,172.45,169.06
2022-12-01,178.9,173.5
2022-12-02,177.99,170.3
2022-12-05,182.46,171.2
2022-12-06,188.0,177.0
2022-12-07,188.0,180.61
2022-12-08,182.7,174.21
2022-12-09,179.37,172.52
2022-12-12,178.54,174.66
2022-12-13,179.5,174.6
2022-12-14,184.16,177.01
",
1310,CN,technical,中国中冶2024年06月05日的Aroon振荡的值是？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-36.0,easy,trend,AroonOsc = AroonUp - AroonDown；AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数；AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2024-04-26,3.34,3.28
2024-04-29,3.35,3.3
2024-04-30,3.32,3.25
2024-05-06,3.33,3.28
2024-05-07,3.32,3.28
2024-05-08,3.29,3.25
2024-05-09,3.3,3.25
2024-05-10,3.33,3.28
2024-05-13,3.39,3.28
2024-05-14,3.38,3.33
2024-05-15,3.38,3.34
2024-05-16,3.38,3.34
2024-05-17,3.41,3.33
2024-05-20,3.46,3.42
2024-05-21,3.47,3.39
2024-05-22,3.45,3.38
2024-05-23,3.4,3.31
2024-05-24,3.34,3.28
2024-05-27,3.33,3.28
2024-05-28,3.37,3.3
2024-05-29,3.35,3.29
2024-05-30,3.32,3.26
2024-05-31,3.29,3.26
2024-06-03,3.28,3.23
2024-06-04,3.3,3.24
2024-06-05,3.29,3.24
",
1311,CN,technical,2022年11月21日，中国中免的Aroon振荡是多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.0,easy,trend,AroonOsc = AroonUp - AroonDown；AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数；AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2022-10-17,188.2,183.58
2022-10-18,192.5,187.34
2022-10-19,188.88,179.6
2022-10-20,183.1,174.15
2022-10-21,179.1,174.55
2022-10-24,174.3,165.03
2022-10-25,173.8,166.23
2022-10-26,175.49,171.3
2022-10-27,178.0,168.48
2022-10-28,172.86,167.05
2022-10-31,166.5,159.6
2022-11-01,176.4,156.51
2022-11-02,190.6,174.03
2022-11-03,184.77,177.15
2022-11-04,199.0,182.42
2022-11-07,196.9,189.57
2022-11-08,193.87,189.23
2022-11-09,193.18,187.93
2022-11-10,191.0,184.1
2022-11-11,201.51,190.18
2022-11-14,199.77,186.13
2022-11-15,194.5,188.37
2022-11-16,200.87,191.68
2022-11-17,195.14,189.0
2022-11-18,194.06,190.51
2022-11-21,186.5,180.0
",
1312,CN,technical,迈瑞医疗的Aroon振荡在2023年11月23日为多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,60.0,easy,trend,AroonOsc = AroonUp - AroonDown；AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数；AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2023-10-19,264.0,259.6
2023-10-20,261.34,256.41
2023-10-23,261.03,255.52
2023-10-24,261.88,257.68
2023-10-25,262.68,256.3
2023-10-26,261.7,253.48
2023-10-27,265.9,255.57
2023-10-30,284.25,268.0
2023-10-31,287.33,281.31
2023-11-01,285.5,281.1
2023-11-02,284.5,281.83
2023-11-03,285.35,281.68
2023-11-06,285.85,282.02
2023-11-07,285.25,282.0
2023-11-08,288.36,282.0
2023-11-09,285.69,282.25
2023-11-10,287.0,282.5
2023-11-13,286.9,280.8
2023-11-14,289.98,283.1
2023-11-15,291.64,285.0
2023-11-16,291.73,287.2
2023-11-17,288.9,284.5
2023-11-20,287.83,284.22
2023-11-21,290.45,284.22
2023-11-22,285.49,281.25
2023-11-23,284.8,278.0
",
1313,CN,technical,对于Aroon振荡，东方证券2021年08月05日的值是多少？（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,68.0,easy,trend,AroonOsc = AroonUp - AroonDown；AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数；AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2021-07-01,10.24,9.68
2021-07-02,10.06,9.59
2021-07-05,10.08,9.52
2021-07-06,9.97,9.73
2021-07-07,9.92,9.77
2021-07-08,9.74,9.41
2021-07-09,9.63,9.34
2021-07-12,10.53,9.76
2021-07-13,11.18,10.41
2021-07-14,11.39,10.25
2021-07-15,10.43,10.03
2021-07-16,11.18,10.35
2021-07-19,11.3,10.46
2021-07-20,11.72,10.89
2021-07-21,11.42,10.85
2021-07-22,11.87,10.81
2021-07-23,12.71,11.4
2021-07-26,12.97,11.9
2021-07-27,12.22,11.26
2021-07-28,11.63,10.92
2021-07-29,11.54,11.11
2021-07-30,11.2,10.77
2021-08-02,12.01,10.68
2021-08-03,13.21,11.9
2021-08-04,13.07,12.27
2021-08-05,12.81,12.14
",
1314,CN,technical,计算国泰海通2025年09月23日的Aroon振荡的值。（标准版：周期25）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-84.0,easy,trend,AroonOsc = AroonUp - AroonDown；AroonUp = (n - i_{max}) / n * 100；i_{max} = argmax_{i=0}^{n} H_{t-i}，为 n+1 期内最高价距今天数；AroonDown = (n - i_{min}) / n * 100；i_{min} = argmin_{i=0}^{n} L_{t-i}，为 n+1 期内最低价距今天数,"date,high,low
2025-08-19,20.86,20.39
2025-08-20,20.71,20.21
2025-08-21,21.1,20.76
2025-08-22,21.58,20.75
2025-08-25,21.87,21.36
2025-08-26,21.69,21.38
2025-08-27,21.53,20.78
2025-08-28,21.08,20.64
2025-08-29,21.38,20.88
2025-09-01,21.19,20.62
2025-09-02,20.74,20.2
2025-09-03,20.49,19.65
2025-09-04,19.85,19.42
2025-09-05,19.84,19.5
2025-09-08,19.81,19.41
2025-09-09,19.78,19.47
2025-09-10,19.73,19.47
2025-09-11,19.96,19.36
2025-09-12,19.98,19.53
2025-09-15,19.8,19.33
2025-09-16,19.57,19.12
2025-09-17,19.32,18.97
2025-09-18,19.07,18.5
2025-09-19,18.71,18.51
2025-09-22,18.9,18.57
2025-09-23,18.75,18.41
",
1315,CN,technical,三峡能源2023年04月07日的相对强弱指标的值是？（标准版：周期14；Gain/Loss计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,48.5714,easy,momentum,"U_t = max(P_t - P_{t-1}, 0)；D_t = max(P_{t-1} - P_t, 0)；RS = SMA_n(U) / SMA_n(D)；RSI = 100 - 100 / (1 + RS)","date,close
2023-03-17,5.49
2023-03-20,5.46
2023-03-21,5.48
2023-03-22,5.49
2023-03-23,5.55
2023-03-24,5.53
2023-03-27,5.48
2023-03-28,5.47
2023-03-29,5.47
2023-03-30,5.44
2023-03-31,5.48
2023-04-03,5.51
2023-04-04,5.51
2023-04-06,5.47
2023-04-07,5.48
",
1316,CN,technical,2024年01月08日，信达证券的相对强弱指标是多少？（标准版：周期14；Gain/Loss计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.7813,easy,momentum,"U_t = max(P_t - P_{t-1}, 0)；D_t = max(P_{t-1} - P_t, 0)；RS = SMA_n(U) / SMA_n(D)；RSI = 100 - 100 / (1 + RS)","date,close
2023-12-18,21.2
2023-12-19,19.34
2023-12-20,18.61
2023-12-21,18.12
2023-12-22,17.9
2023-12-25,17.25
2023-12-26,17.48
2023-12-27,17.94
2023-12-28,18.26
2023-12-29,17.99
2024-01-02,17.63
2024-01-03,17.59
2024-01-04,17.39
2024-01-05,17.01
2024-01-08,16.82
",
1317,CN,technical,中泰证券的相对强弱指标在2022年09月16日为多少？（标准版：周期14；Gain/Loss计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,36.036,easy,momentum,"U_t = max(P_t - P_{t-1}, 0)；D_t = max(P_{t-1} - P_t, 0)；RS = SMA_n(U) / SMA_n(D)；RSI = 100 - 100 / (1 + RS)","date,close
2022-08-26,7.24
2022-08-29,7.27
2022-08-30,7.33
2022-08-31,7.41
2022-09-01,7.33
2022-09-02,7.28
2022-09-05,7.33
2022-09-06,7.38
2022-09-07,7.39
2022-09-08,7.33
2022-09-09,7.45
2022-09-13,7.44
2022-09-14,7.36
2022-09-15,7.31
2022-09-16,6.93
",
1318,CN,technical,对于相对强弱指标，长安汽车2020年03月05日的值是多少？（标准版：周期14；Gain/Loss计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,67.7419,easy,momentum,"U_t = max(P_t - P_{t-1}, 0)；D_t = max(P_{t-1} - P_t, 0)；RS = SMA_n(U) / SMA_n(D)；RSI = 100 - 100 / (1 + RS)","date,close
2020-02-14,9.59
2020-02-17,10.55
2020-02-18,10.74
2020-02-19,10.65
2020-02-20,10.86
2020-02-21,11.32
2020-02-24,11.4
2020-02-25,11.6
2020-02-26,10.9
2020-02-27,10.78
2020-02-28,10.17
2020-03-02,10.79
2020-03-03,10.61
2020-03-04,11.18
2020-03-05,11.46
",
1319,CN,technical,计算同仁堂2022年07月06日的相对强弱指标的值。（标准版：周期14；Gain/Loss计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,45.3835,easy,momentum,"U_t = max(P_t - P_{t-1}, 0)；D_t = max(P_{t-1} - P_t, 0)；RS = SMA_n(U) / SMA_n(D)；RSI = 100 - 100 / (1 + RS)","date,close
2022-06-16,51.3
2022-06-17,52.12
2022-06-20,52.51
2022-06-21,51.0
2022-06-22,51.17
2022-06-23,52.65
2022-06-24,52.75
2022-06-27,52.79
2022-06-28,54.06
2022-06-29,52.9
2022-06-30,52.88
2022-07-01,49.01
2022-07-04,51.13
2022-07-05,51.03
2022-07-06,50.0
",
1320,CN,technical,中信银行2021年08月05日的商品通道指数的值是？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-122.3005,easy,momentum,TP_t = (H_t + L_t + C_t) / 3；MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|；CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2021-07-09,5.1,5.05,5.05
2021-07-12,5.09,5.03,5.04
2021-07-13,5.08,5.03,5.06
2021-07-14,5.07,5.01,5.02
2021-07-15,5.06,5.01,5.05
2021-07-16,5.05,5.02,5.03
2021-07-19,5.04,5.0,5.03
2021-07-20,5.04,5.0,5.03
2021-07-21,5.04,5.01,5.03
2021-07-22,5.08,5.02,5.06
2021-07-23,5.07,5.02,5.05
2021-07-26,5.06,5.0,5.02
2021-07-27,5.03,4.94,4.94
2021-07-28,4.99,4.93,4.96
2021-07-29,4.71,4.53,4.59
2021-07-30,4.59,4.52,4.54
2021-08-02,4.61,4.49,4.58
2021-08-03,4.59,4.54,4.56
2021-08-04,4.56,4.52,4.52
2021-08-05,4.54,4.5,4.53
",
1321,CN,technical,2021年01月04日，宝丰能源的商品通道指数是多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,45.0802,easy,momentum,TP_t = (H_t + L_t + C_t) / 3；MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|；CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2020-12-07,13.04,12.27,12.31
2020-12-08,12.54,12.16,12.32
2020-12-09,12.39,11.86,11.96
2020-12-10,12.04,11.67,11.75
2020-12-11,12.18,11.72,11.89
2020-12-14,11.9,11.56,11.72
2020-12-15,11.81,11.5,11.69
2020-12-16,11.9,11.55,11.72
2020-12-17,11.91,11.54,11.85
2020-12-18,12.18,11.75,11.89
2020-12-21,12.01,11.47,11.59
2020-12-22,11.71,11.24,11.29
2020-12-23,11.67,11.23,11.57
2020-12-24,11.68,11.41,11.52
2020-12-25,11.78,11.24,11.58
2020-12-28,11.95,11.51,11.87
2020-12-29,11.94,11.42,11.55
2020-12-30,11.8,11.42,11.58
2020-12-31,11.74,11.46,11.7
2021-01-04,12.13,11.61,12.04
",
1322,CN,technical,东方证券的商品通道指数在2022年01月26日为多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-96.0674,easy,momentum,TP_t = (H_t + L_t + C_t) / 3；MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|；CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2021-12-29,14.68,14.38,14.4
2021-12-30,14.8,14.3,14.67
2021-12-31,14.96,14.6,14.74
2022-01-04,15.0,14.59,14.9
2022-01-05,15.14,14.81,14.86
2022-01-06,14.8,13.63,13.7
2022-01-07,13.84,13.38,13.68
2022-01-10,13.65,13.21,13.4
2022-01-11,13.6,13.3,13.43
2022-01-12,13.66,13.35,13.63
2022-01-13,13.75,13.32,13.36
2022-01-14,13.48,13.07,13.13
2022-01-17,13.28,12.96,13.14
2022-01-18,13.5,13.07,13.31
2022-01-19,13.68,13.3,13.42
2022-01-20,14.04,13.23,13.83
2022-01-21,13.74,13.47,13.52
2022-01-24,13.6,13.31,13.35
2022-01-25,13.59,12.99,13.01
2022-01-26,13.25,12.7,13.13
",
1323,CN,technical,对于商品通道指数，格力电器2020年05月26日的值是多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.1952,easy,momentum,TP_t = (H_t + L_t + C_t) / 3；MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|；CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2020-04-24,55.1,53.95,54.15
2020-04-27,54.68,53.62,54.08
2020-04-28,55.1,53.56,54.99
2020-04-29,55.88,54.64,55.22
2020-04-30,55.66,54.0,54.77
2020-05-06,54.46,53.82,54.46
2020-05-07,54.97,54.02,54.1
2020-05-08,57.58,53.99,56.99
2020-05-11,59.23,57.8,58.21
2020-05-12,59.28,58.05,59.0
2020-05-13,58.99,57.78,58.39
2020-05-14,59.36,58.36,58.57
2020-05-15,59.02,57.7,57.93
2020-05-18,58.44,57.0,57.99
2020-05-19,59.0,57.91,58.02
2020-05-20,58.0,57.04,57.38
2020-05-21,57.7,56.76,57.01
2020-05-22,57.03,55.61,55.62
2020-05-25,55.95,54.39,54.9
2020-05-26,56.9,55.46,56.88
",
1324,CN,technical,计算华域汽车2022年07月01日的商品通道指数的值。（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-65.5281,easy,momentum,TP_t = (H_t + L_t + C_t) / 3；MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|；CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2022-06-06,23.6,22.92,23.15
2022-06-07,23.27,22.18,22.65
2022-06-08,23.03,22.09,22.55
2022-06-09,22.61,21.81,21.96
2022-06-10,22.8,21.85,22.6
2022-06-13,23.24,22.0,22.64
2022-06-14,23.98,22.28,23.93
2022-06-15,25.05,23.62,23.67
2022-06-16,23.89,22.61,22.77
2022-06-17,23.43,22.38,23.13
2022-06-20,23.68,23.13,23.36
2022-06-21,23.49,23.03,23.23
2022-06-22,23.84,23.09,23.21
2022-06-23,25.06,23.25,24.89
2022-06-24,25.49,24.4,25.4
2022-06-27,25.77,24.92,25.11
2022-06-28,25.24,24.23,25.06
2022-06-29,25.15,23.58,23.62
2022-06-30,24.06,22.71,23.0
2022-07-01,23.09,22.5,22.65
",
1325,CN,technical,京东方A2025年01月23日的威廉%R的值是？（标准周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-17.9487,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2025-01-06,4.22,4.13,4.18
2025-01-07,4.48,4.18,4.43
2025-01-08,4.39,4.24,4.32
2025-01-09,4.35,4.28,4.31
2025-01-10,4.32,4.2,4.2
2025-01-13,4.19,4.14,4.16
2025-01-14,4.32,4.16,4.32
2025-01-15,4.3,4.23,4.26
2025-01-16,4.34,4.26,4.31
2025-01-17,4.36,4.28,4.34
2025-01-20,4.43,4.37,4.39
2025-01-21,4.52,4.41,4.5
2025-01-22,4.52,4.45,4.49
2025-01-23,4.52,4.43,4.45
",
1326,CN,technical,2023年08月14日，士兰微的威廉%R是多少？（标准周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-93.8776,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2023-07-26,30.38,30.0,30.14
2023-07-27,30.3,29.82,29.9
2023-07-28,30.36,29.63,30.27
2023-07-31,30.95,30.17,30.63
2023-08-01,30.93,30.4,30.61
2023-08-02,30.69,30.26,30.35
2023-08-03,30.56,30.07,30.45
2023-08-04,30.75,29.91,30.1
2023-08-07,30.08,29.67,29.72
2023-08-08,29.9,29.55,29.65
2023-08-09,29.81,29.48,29.67
2023-08-10,29.92,29.64,29.74
2023-08-11,29.78,29.3,29.31
2023-08-14,29.31,28.01,28.19
",
1327,CN,technical,中微公司的威廉%R在2020年08月10日为多少？（标准周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-49.1896,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2020-07-22,227.5,207.5,209.55
2020-07-23,214.55,196.81,205.23
2020-07-24,209.0,195.0,199.97
2020-07-27,203.88,185.0,190.45
2020-07-28,194.44,184.0,188.0
2020-07-29,203.0,187.01,200.18
2020-07-30,215.88,204.0,208.14
2020-07-31,221.7,207.26,220.39
2020-08-03,256.8,230.45,249.49
2020-08-04,249.0,225.88,228.77
2020-08-05,243.0,222.99,226.2
2020-08-06,227.6,216.0,220.0
2020-08-07,222.97,204.8,208.21
2020-08-10,226.78,205.36,220.99
",
1328,CN,technical,对于威廉%R，山东黄金2025年01月22日的值是多少？（标准周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-6.1111,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2025-01-03,24.22,23.3,24.12
2025-01-06,24.43,23.49,24.04
2025-01-07,24.43,23.78,24.41
2025-01-08,24.91,24.22,24.48
2025-01-09,24.6,24.09,24.27
2025-01-10,24.53,23.99,24.19
2025-01-13,24.8,24.0,24.54
2025-01-14,24.61,24.12,24.51
2025-01-15,24.48,23.71,24.12
2025-01-16,24.61,24.29,24.42
2025-01-17,24.69,24.3,24.31
2025-01-20,24.32,23.71,23.96
2025-01-21,23.99,23.62,23.84
2025-01-22,25.1,23.93,24.99
",
1329,CN,technical,计算华润三九2021年01月29日的威廉%R的值。（标准周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-93.0736,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2021-01-12,26.37,25.79,26.01
2021-01-13,26.57,25.97,26.28
2021-01-14,26.52,25.94,26.2
2021-01-15,26.15,25.61,25.68
2021-01-18,26.08,25.66,25.91
2021-01-19,26.07,25.76,25.94
2021-01-20,26.3,25.81,26.11
2021-01-21,26.25,25.89,26.04
2021-01-22,26.42,25.85,26.34
2021-01-25,26.96,26.43,26.61
2021-01-26,26.6,26.3,26.5
2021-01-27,26.5,25.96,26.11
2021-01-28,26.08,25.02,25.12
2021-01-29,25.32,24.65,24.81
",
1330,CN,technical,中联重科2024年12月31日的布林带%B的值是？（标准版：周期20，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8449,easy,volatility,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower),"date,close
2024-12-04,6.97
2024-12-05,7.06
2024-12-06,7.03
2024-12-09,6.99
2024-12-10,7.16
2024-12-11,7.18
2024-12-12,7.24
2024-12-13,7.09
2024-12-16,6.99
2024-12-17,7.01
2024-12-18,6.99
2024-12-19,7.01
2024-12-20,6.91
2024-12-23,7.08
2024-12-24,7.24
2024-12-25,7.19
2024-12-26,7.21
2024-12-27,7.07
2024-12-30,7.17
2024-12-31,7.23
",
1331,CN,technical,2021年12月20日，中国巨石的布林带%B是多少？（标准版：周期20，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0646,easy,volatility,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower),"date,close
2021-11-23,17.0
2021-11-24,16.86
2021-11-25,17.2
2021-11-26,17.17
2021-11-29,17.0
2021-11-30,17.5
2021-12-01,17.7
2021-12-02,17.78
2021-12-03,17.76
2021-12-06,17.65
2021-12-07,17.88
2021-12-08,17.81
2021-12-09,17.82
2021-12-10,17.4
2021-12-13,18.14
2021-12-14,18.01
2021-12-15,17.74
2021-12-16,17.84
2021-12-17,17.51
2021-12-20,16.87
",
1332,CN,technical,盛美上海的布林带%B在2023年11月23日为多少？（标准版：周期20，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1231,easy,volatility,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower),"date,close
2023-10-27,123.08
2023-10-30,120.5
2023-10-31,120.5
2023-11-01,117.99
2023-11-02,116.3
2023-11-03,117.6
2023-11-06,116.38
2023-11-07,116.23
2023-11-08,118.23
2023-11-09,114.19
2023-11-10,113.2
2023-11-13,115.36
2023-11-14,118.88
2023-11-15,117.39
2023-11-16,113.93
2023-11-17,114.81
2023-11-20,113.95
2023-11-21,112.62
2023-11-22,109.3
2023-11-23,111.15
",
1333,CN,technical,对于布林带%B，兆易创新2020年04月22日的值是多少？（标准版：周期20，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5329,easy,volatility,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower),"date,close
2020-03-25,251.3
2020-03-26,246.3
2020-03-27,250.07
2020-03-30,252.59
2020-03-31,242.01
2020-04-01,242.29
2020-04-02,266.52
2020-04-03,257.78
2020-04-07,264.5
2020-04-08,268.65
2020-04-09,262.15
2020-04-10,246.93
2020-04-13,236.2
2020-04-14,245.32
2020-04-15,255.13
2020-04-16,258.05
2020-04-17,269.0
2020-04-20,267.1
2020-04-21,257.02
2020-04-22,255.99
",
1334,CN,technical,计算贵州茅台2023年11月07日的布林带%B的值。（标准版：周期20，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7903,easy,volatility,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P)；%B = (P_t - Lower) / (Upper - Lower),"date,close
2023-10-11,1778.5
2023-10-12,1786.0
2023-10-13,1751.0
2023-10-16,1729.9
2023-10-17,1726.0
2023-10-18,1728.0
2023-10-19,1630.0
2023-10-20,1645.0
2023-10-23,1643.98
2023-10-24,1642.95
2023-10-25,1677.5
2023-10-26,1672.23
2023-10-27,1676.71
2023-10-30,1681.0
2023-10-31,1684.58
2023-11-01,1780.99
2023-11-02,1779.5
2023-11-03,1811.24
2023-11-06,1812.0
2023-11-07,1791.17
",
1335,CN,technical,山金国际2022年09月28日的平均真实波幅的值是？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6629,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)","date,high,low,close
2022-09-07,11.84,11.56,11.74
2022-09-08,12.9,11.77,12.69
2022-09-09,12.88,12.38,12.75
2022-09-13,13.54,12.86,13.23
2022-09-14,13.28,12.66,13.18
2022-09-15,13.13,12.36,12.56
2022-09-16,12.54,12.21,12.28
2022-09-19,12.47,12.05,12.2
2022-09-20,12.56,11.98,12.41
2022-09-21,13.07,12.19,12.99
2022-09-22,13.38,12.69,13.17
2022-09-23,13.34,12.82,13.05
2022-09-26,12.9,12.34,12.55
2022-09-27,12.6,11.86,12.4
2022-09-28,12.39,11.9,12.05
",
1336,CN,technical,2025年03月04日，新产业的平均真实波幅是多少？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0964,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)","date,high,low,close
2025-02-12,63.52,62.24,63.49
2025-02-13,64.2,61.9,61.91
2025-02-14,65.2,61.08,65.0
2025-02-17,66.86,63.3,64.07
2025-02-18,65.16,63.5,64.0
2025-02-19,65.55,63.71,64.58
2025-02-20,66.87,64.15,66.28
2025-02-21,67.13,63.8,64.59
2025-02-24,64.39,62.0,62.2
2025-02-25,62.54,61.5,61.83
2025-02-26,62.83,61.71,62.11
2025-02-27,62.2,60.75,61.79
2025-02-28,62.91,61.11,62.0
2025-03-03,62.16,61.02,61.37
2025-03-04,61.48,60.8,61.19
",
1337,CN,technical,青岛港的平均真实波幅在2023年05月16日为多少？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4057,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)","date,high,low,close
2023-04-21,6.82,6.67,6.7
2023-04-24,6.76,6.62,6.7
2023-04-25,6.92,6.67,6.8
2023-04-26,6.82,6.65,6.79
2023-04-27,7.0,6.8,6.87
2023-04-28,7.22,6.83,7.17
2023-05-04,7.87,7.11,7.78
2023-05-05,8.13,7.78,8.08
2023-05-08,8.78,7.91,8.47
2023-05-09,8.53,7.94,7.95
2023-05-10,7.89,7.36,7.54
2023-05-11,7.57,7.25,7.29
2023-05-12,7.54,7.2,7.44
2023-05-15,7.64,7.18,7.4
2023-05-16,7.52,7.28,7.31
",
1338,CN,technical,对于平均真实波幅，华润三九2020年08月20日的值是多少？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7436,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)","date,high,low,close
2020-07-31,30.55,29.58,30.3
2020-08-03,30.87,30.25,30.68
2020-08-04,31.33,30.51,30.78
2020-08-05,30.99,30.13,30.87
2020-08-06,31.2,30.36,30.69
2020-08-07,30.8,30.11,30.45
2020-08-10,31.12,30.07,31.09
2020-08-11,31.13,29.93,30.01
2020-08-12,30.1,29.06,29.46
2020-08-13,29.8,29.23,29.37
2020-08-14,29.57,29.02,29.52
2020-08-17,29.9,29.4,29.86
2020-08-18,30.17,29.6,29.75
2020-08-19,29.81,29.26,29.3
2020-08-20,29.32,28.77,28.93
",
1339,CN,technical,计算春秋航空2024年02月21日的平均真实波幅的值。（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9107,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)；ATR = SMA_n(TR)","date,high,low,close
2024-01-24,53.85,52.24,53.73
2024-01-25,53.73,52.68,53.04
2024-01-26,54.68,52.87,54.13
2024-01-29,56.0,54.15,54.95
2024-01-30,54.99,53.06,53.3
2024-01-31,53.3,51.85,52.35
2024-02-01,53.8,51.78,52.78
2024-02-02,53.49,50.88,51.9
2024-02-05,53.43,50.71,52.73
2024-02-06,53.68,51.85,53.68
2024-02-07,54.45,52.38,53.99
2024-02-08,55.98,53.69,55.18
2024-02-19,56.49,55.22,55.72
2024-02-20,57.57,55.34,57.3
2024-02-21,58.01,56.45,57.36
",
1340,CN,technical,康龙化成2024年04月03日的易动指标的值是？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0074,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove),"date,high,low,volume
2024-03-14,24.9,23.0,60509135.0
2024-03-15,23.76,22.46,39256727.0
2024-03-18,23.67,22.3,46078104.0
2024-03-19,23.51,22.84,31929164.0
2024-03-20,23.33,22.64,26030797.0
2024-03-21,23.0,22.28,27531001.0
2024-03-22,22.21,21.26,32799271.0
2024-03-25,22.47,21.1,36097267.0
2024-03-26,21.25,20.63,25025073.0
2024-03-27,21.1,20.1,27024246.0
2024-03-28,20.66,20.05,25189337.0
2024-03-29,20.55,19.88,21954268.0
2024-04-01,21.02,20.42,29699508.0
2024-04-02,20.99,20.37,24272922.0
2024-04-03,20.83,20.33,20347917.0
",
1341,CN,technical,2023年01月18日，云南白药的易动指标是多少？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0291,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove),"date,high,low,volume
2022-12-28,54.55,53.77,3423574.0
2022-12-29,54.56,53.83,2915059.0
2022-12-30,54.58,54.0,2543733.0
2023-01-03,55.13,54.37,3770657.0
2023-01-04,54.98,54.42,4066885.0
2023-01-05,55.61,54.9,6134764.0
2023-01-06,55.47,54.8,3975756.0
2023-01-09,55.35,54.91,3149371.0
2023-01-10,55.55,54.81,4779267.0
2023-01-11,55.45,54.84,5494871.0
2023-01-12,55.34,54.66,4836656.0
2023-01-13,56.77,54.98,9207466.0
2023-01-16,57.97,56.8,11217996.0
2023-01-17,57.65,56.7,5506202.0
2023-01-18,57.32,56.62,5297947.0
",
1342,CN,technical,杭州银行的易动指标在2023年02月22日为多少？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0005,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove),"date,high,low,volume
2023-02-02,13.06,12.88,20172796.0
2023-02-03,12.9,12.67,15812141.0
2023-02-06,12.83,12.59,17494819.0
2023-02-07,12.81,12.65,15005864.0
2023-02-08,12.73,12.6,19405386.0
2023-02-09,12.73,12.58,25675136.0
2023-02-10,12.63,12.45,32205861.0
2023-02-13,12.51,12.32,26076492.0
2023-02-14,12.5,12.21,47515067.0
2023-02-15,12.37,12.21,32571222.0
2023-02-16,12.31,12.04,44143472.0
2023-02-17,12.11,11.9,38173375.0
2023-02-20,12.32,11.94,55362282.0
2023-02-21,12.35,12.18,30624454.0
2023-02-22,12.29,12.16,16720078.0
",
1343,CN,technical,对于易动指标，恒瑞医药2023年08月04日的值是多少？（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0067,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove),"date,high,low,volume
2023-07-17,47.52,46.73,21394359.0
2023-07-18,47.85,47.0,12113452.0
2023-07-19,47.37,46.55,19415049.0
2023-07-20,47.4,45.87,18098829.0
2023-07-21,46.3,45.65,20976558.0
2023-07-24,48.0,45.89,47398816.0
2023-07-25,47.9,47.13,24909769.0
2023-07-26,48.16,47.55,16778804.0
2023-07-27,48.47,47.8,16225472.0
2023-07-28,49.2,47.59,37757340.0
2023-07-31,49.33,44.22,135924169.0
2023-08-01,44.31,42.3,134400131.0
2023-08-02,43.99,42.06,93481863.0
2023-08-03,42.89,41.18,79188796.0
2023-08-04,42.67,41.0,106460887.0
",
1344,CN,technical,计算鹏鼎控股2024年10月25日的易动指标的值。（标准版：周期14，分母中 volume 以百万为单位，避免数值过大）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0178,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t))；EMV = SMA_n(MidMove),"date,high,low,volume
2024-09-30,35.77,32.66,39491341.0
2024-10-08,39.35,35.0,59310611.0
2024-10-09,37.65,35.15,33111679.0
2024-10-10,37.5,35.02,30236069.0
2024-10-11,36.18,34.0,21333318.0
2024-10-14,36.0,34.32,26512718.0
2024-10-15,36.36,34.41,23971862.0
2024-10-16,33.86,31.71,38020635.0
2024-10-17,33.8,32.65,16788838.0
2024-10-18,35.59,32.4,37512781.0
2024-10-21,38.33,34.97,45768774.0
2024-10-22,38.35,35.55,25628099.0
2024-10-23,38.42,35.93,22798946.0
2024-10-24,37.59,36.37,15375241.0
2024-10-25,37.99,36.26,19256200.0
",
1345,CN,technical,紫金矿业2024年07月25日的资金流量指数的值是？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,30.9836,easy,volume,TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2024-07-05,18.66,18.11,18.64,188747609.0
2024-07-08,18.88,18.44,18.45,149197688.0
2024-07-09,18.86,18.55,18.82,164930663.0
2024-07-10,18.98,18.28,18.38,150842964.0
2024-07-11,18.96,18.3,18.87,155807757.0
2024-07-12,19.0,18.36,18.48,139055070.0
2024-07-15,18.95,18.43,18.82,126988958.0
2024-07-16,19.24,18.78,19.21,134595480.0
2024-07-17,19.54,18.37,18.47,217167411.0
2024-07-18,18.49,17.97,18.45,149177702.0
2024-07-19,18.05,17.11,17.94,238617158.0
2024-07-22,17.84,17.21,17.6,192975122.0
2024-07-23,17.72,16.5,16.52,235473241.0
2024-07-24,16.75,16.4,16.53,136809553.0
2024-07-25,16.24,15.38,15.43,288215160.0
",
1346,CN,technical,2021年10月29日，泸州老窖的资金流量指数是多少？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,58.4645,easy,volume,TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2021-10-11,231.0,222.0,224.5,15531629.0
2021-10-12,228.01,218.92,225.15,11490605.0
2021-10-13,246.0,223.5,238.28,21931916.0
2021-10-14,244.6,230.69,238.89,14915230.0
2021-10-15,239.33,228.02,234.69,13510583.0
2021-10-18,230.7,215.3,224.92,24444266.0
2021-10-19,233.3,222.0,231.37,14676861.0
2021-10-20,237.9,229.6,232.13,10430217.0
2021-10-21,233.95,226.5,231.9,9048912.0
2021-10-22,236.44,228.51,231.91,10014047.0
2021-10-25,233.28,227.37,230.6,8516350.0
2021-10-26,238.54,227.5,232.9,9966985.0
2021-10-27,232.0,222.05,225.13,11160944.0
2021-10-28,232.86,224.55,227.29,8356695.0
2021-10-29,239.88,227.8,228.95,17029287.0
",
1347,CN,technical,兴业证券的资金流量指数在2023年08月01日为多少？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,68.3778,easy,volume,TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2023-07-12,6.35,6.21,6.23,40094120.0
2023-07-13,6.36,6.26,6.34,62069094.0
2023-07-14,6.36,6.3,6.32,40577070.0
2023-07-17,6.32,6.25,6.3,25128529.0
2023-07-18,6.35,6.29,6.31,27809380.0
2023-07-19,6.36,6.28,6.35,32355768.0
2023-07-20,6.39,6.3,6.3,37835086.0
2023-07-21,6.37,6.29,6.32,28505954.0
2023-07-24,6.37,6.29,6.31,24486672.0
2023-07-25,6.6,6.45,6.57,147885109.0
2023-07-26,6.58,6.46,6.53,68120554.0
2023-07-27,6.57,6.47,6.49,50083962.0
2023-07-28,6.97,6.46,6.9,251194045.0
2023-07-31,7.18,6.94,6.97,267475433.0
2023-08-01,7.07,6.86,6.92,154969499.0
",
1348,CN,technical,对于资金流量指数，中芯国际2023年12月25日的值是多少？（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,61.1321,easy,volume,TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2023-12-05,53.17,52.39,52.39,14397097.0
2023-12-06,52.78,51.74,51.97,18213173.0
2023-12-07,52.67,51.55,52.67,23285236.0
2023-12-08,52.68,51.1,52.55,38139823.0
2023-12-11,53.22,51.7,53.18,21987436.0
2023-12-12,54.17,52.86,54.12,20974632.0
2023-12-13,54.56,53.7,53.75,17916295.0
2023-12-14,54.2,53.07,53.1,12358424.0
2023-12-15,54.14,53.03,53.6,12130924.0
2023-12-18,53.99,53.2,53.74,10065168.0
2023-12-19,54.94,53.61,54.76,20412523.0
2023-12-20,55.24,54.46,54.51,14475005.0
2023-12-21,54.7,53.36,54.57,14498278.0
2023-12-22,55.19,54.39,54.79,15173506.0
2023-12-25,55.0,52.85,53.01,17788368.0
",
1349,CN,technical,计算江苏银行2020年12月29日的资金流量指数的值。（标准版：周期14）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,17.0763,easy,volume,TP_t = (H_t + L_t + C_t) / 3；MF_t = TP_t * V_t；PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]；NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]；MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}；MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2020-12-01,6.45,6.21,6.43,122637646.0
2020-12-02,6.44,6.33,6.35,78415884.0
2020-12-03,6.43,6.27,6.39,117492799.0
2020-12-04,6.41,6.2,6.25,115083865.0
2020-12-07,6.25,6.06,6.07,124682867.0
2020-12-08,6.09,5.92,5.93,219796425.0
2020-12-17,5.63,5.51,5.59,93583833.0
2020-12-18,5.67,5.56,5.58,64373581.0
2020-12-21,5.63,5.54,5.61,46928234.0
2020-12-22,5.61,5.49,5.5,57372223.0
2020-12-23,5.52,5.37,5.41,79749102.0
2020-12-24,5.45,5.36,5.37,44100071.0
2020-12-25,5.41,5.34,5.39,32806744.0
2020-12-28,5.43,5.36,5.37,50475864.0
2020-12-29,5.4,5.37,5.39,37708017.0
",
1350,CN,technical,华友钴业2022年08月26日的KDJ的K的值是？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,29.6756,easy,momentum,K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2022-07-18,92.56,87.79,90.59
2022-07-19,92.0,88.73,89.97
2022-07-20,91.81,89.89,91.0
2022-07-21,90.97,87.6,87.61
2022-07-22,91.5,87.8,88.85
2022-07-25,89.45,86.65,87.19
2022-07-26,90.56,86.88,87.83
2022-07-27,88.11,85.29,87.56
2022-07-28,88.56,85.7,85.83
2022-07-29,87.94,84.0,84.37
2022-08-01,92.44,85.86,92.01
2022-08-02,91.34,87.87,89.49
2022-08-03,90.68,84.1,84.5
2022-08-04,86.35,82.0,83.4
2022-08-05,85.33,81.65,84.8
2022-08-08,85.3,83.55,84.85
2022-08-09,88.5,84.04,87.11
2022-08-10,89.5,81.41,82.83
2022-08-11,82.9,80.2,82.82
2022-08-12,83.35,81.99,82.2
2022-08-15,84.98,81.4,83.3
2022-08-16,83.31,80.78,81.15
2022-08-17,82.4,78.89,81.53
2022-08-18,82.34,79.95,80.16
2022-08-19,81.06,78.69,79.27
2022-08-22,84.38,79.34,83.64
2022-08-23,84.6,81.88,83.94
2022-08-24,85.8,81.2,81.55
2022-08-25,82.09,78.8,79.89
2022-08-26,82.39,79.57,80.15
",
1351,CN,technical,2022年01月12日，阳光电源的KDJ的K是多少？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.4093,easy,momentum,K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2021-12-01,162.99,158.49,160.0
2021-12-02,160.78,156.8,157.98
2021-12-03,159.0,150.74,152.99
2021-12-06,154.59,149.8,150.25
2021-12-07,151.5,145.17,148.7
2021-12-08,151.56,146.4,150.2
2021-12-09,150.26,147.0,148.03
2021-12-10,151.8,146.27,149.99
2021-12-13,152.24,147.62,148.09
2021-12-14,150.8,147.39,148.86
2021-12-15,151.31,147.66,149.1
2021-12-16,152.77,149.56,152.63
2021-12-17,153.0,145.01,146.5
2021-12-20,146.5,135.33,137.6
2021-12-21,137.5,129.8,135.32
2021-12-22,138.58,133.15,137.4
2021-12-23,143.88,136.68,140.98
2021-12-24,142.11,133.0,133.21
2021-12-27,136.5,130.38,135.7
2021-12-28,139.95,133.93,138.85
2021-12-29,142.55,138.49,138.49
2021-12-30,143.5,138.0,140.97
2021-12-31,151.0,145.39,145.8
2022-01-04,148.95,135.05,135.4
2022-01-05,136.2,126.59,129.0
2022-01-06,131.2,125.71,130.1
2022-01-07,131.18,124.98,128.3
2022-01-10,127.91,123.69,124.5
2022-01-11,125.86,119.61,120.98
2022-01-12,125.5,121.14,125.49
",
1352,CN,technical,片仔癀的KDJ的K在2022年01月25日为多少？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.0828,easy,momentum,K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2021-12-14,472.0,460.0,471.0
2021-12-15,472.0,462.7,463.0
2021-12-16,466.8,456.0,457.7
2021-12-17,459.84,451.5,456.5
2021-12-20,466.56,451.07,458.08
2021-12-21,468.85,458.1,466.13
2021-12-22,485.0,465.01,479.11
2021-12-23,480.55,468.88,475.85
2021-12-24,486.15,475.03,479.8
2021-12-27,484.79,471.6,472.3
2021-12-28,477.66,470.01,476.15
2021-12-29,477.95,428.54,428.54
2021-12-30,425.66,400.02,423.03
2021-12-31,443.17,416.0,437.15
2022-01-04,443.88,429.5,432.3
2022-01-05,429.99,409.0,414.99
2022-01-06,416.99,398.38,402.0
2022-01-07,404.64,392.0,394.31
2022-01-10,400.91,381.0,394.98
2022-01-11,401.0,388.0,393.82
2022-01-12,398.89,392.28,394.8
2022-01-13,397.31,388.11,390.0
2022-01-14,391.0,385.0,386.1
2022-01-17,393.7,382.88,392.82
2022-01-18,404.3,388.11,399.9
2022-01-19,402.5,385.0,391.0
2022-01-20,394.5,378.1,386.99
2022-01-21,385.98,369.83,379.22
2022-01-24,382.79,372.0,376.2
2022-01-25,380.0,369.2,369.2
",
1353,CN,technical,对于KDJ的K，四川路桥2021年03月08日的值是多少？（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,80.3822,easy,momentum,K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2021-01-19,4.75,4.63,4.72
2021-01-20,4.73,4.63,4.64
2021-01-21,4.67,4.6,4.62
2021-01-22,4.62,4.49,4.51
2021-01-25,4.55,4.41,4.46
2021-01-26,4.49,4.4,4.44
2021-01-27,4.61,4.42,4.52
2021-01-28,4.95,4.71,4.75
2021-01-29,4.79,4.6,4.64
2021-02-01,5.0,4.65,4.98
2021-02-02,4.97,4.77,4.9
2021-02-03,4.98,4.82,4.89
2021-02-04,4.97,4.81,4.88
2021-02-05,4.94,4.73,4.75
2021-02-08,5.04,4.74,4.93
2021-02-09,4.99,4.88,4.94
2021-02-10,4.97,4.85,4.92
2021-02-18,5.03,4.92,4.96
2021-02-19,5.2,4.94,5.16
2021-02-22,5.48,5.17,5.32
2021-02-23,5.4,5.18,5.21
2021-02-24,5.34,5.22,5.27
2021-02-25,5.41,5.26,5.38
2021-02-26,5.3,5.16,5.19
2021-03-01,5.25,5.18,5.22
2021-03-02,5.26,5.06,5.09
2021-03-03,5.43,5.12,5.41
2021-03-04,5.74,5.36,5.63
2021-03-05,5.72,5.53,5.68
2021-03-08,5.8,5.61,5.69
",
1354,CN,technical,计算大华股份2021年07月29日的KDJ的K的值。（标准版：RSV周期n=9，1/3平滑权重；从前20+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.4729,easy,momentum,K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2021-06-18,22.14,20.96,21.88
2021-06-21,21.9,21.46,21.6
2021-06-22,22.36,21.37,22.28
2021-06-23,22.27,21.95,22.06
2021-06-24,22.25,21.7,22.18
2021-06-25,22.18,21.7,21.74
2021-06-28,21.67,21.01,21.15
2021-06-29,21.37,20.79,20.9
2021-06-30,21.2,20.84,21.1
2021-07-01,21.19,20.74,20.78
2021-07-02,20.99,20.31,20.33
2021-07-05,20.61,20.0,20.08
2021-07-06,20.28,19.88,20.24
2021-07-07,20.93,20.1,20.75
2021-07-08,20.75,20.37,20.55
2021-07-09,20.64,20.21,20.52
2021-07-12,20.85,20.53,20.65
2021-07-13,20.7,20.31,20.46
2021-07-14,20.75,20.15,20.53
2021-07-15,20.92,20.25,20.86
2021-07-16,22.89,20.8,22.31
2021-07-19,22.4,21.79,22.0
2021-07-20,22.78,21.63,22.65
2021-07-21,23.14,22.46,23.01
2021-07-22,23.03,22.45,22.45
2021-07-23,22.83,22.15,22.46
2021-07-26,22.92,21.22,21.6
2021-07-27,21.68,20.66,20.74
2021-07-28,21.18,20.25,20.66
2021-07-29,21.2,20.78,20.97
",
1355,CN,technical,北新建材2023年03月27日的KDJ的D的值是？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,22.9517,easy,momentum,D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2023-02-07,28.5,27.71,27.86
2023-02-08,28.25,27.72,28.01
2023-02-09,28.88,27.78,28.82
2023-02-10,29.49,28.51,29.34
2023-02-13,29.86,29.11,29.46
2023-02-14,29.85,29.3,29.53
2023-02-15,29.78,29.19,29.21
2023-02-16,29.8,28.5,28.78
2023-02-17,29.96,28.55,29.0
2023-02-20,31.68,29.22,31.16
2023-02-21,31.89,31.09,31.34
2023-02-22,31.52,30.8,31.05
2023-02-23,31.37,30.39,30.67
2023-02-24,30.88,30.18,30.48
2023-02-27,30.74,30.0,30.22
2023-02-28,30.44,29.76,30.09
2023-03-01,31.16,30.28,31.16
2023-03-02,32.0,30.93,31.9
2023-03-03,32.04,31.18,31.39
2023-03-06,31.38,30.06,30.4
2023-03-07,31.04,30.08,30.1
2023-03-08,30.0,29.0,29.32
2023-03-09,29.64,28.8,29.08
2023-03-10,28.96,28.37,28.51
2023-03-13,29.3,28.45,28.71
2023-03-14,28.78,27.86,27.93
2023-03-15,28.9,28.01,28.58
2023-03-16,28.45,27.76,27.86
2023-03-17,28.41,27.94,28.18
2023-03-20,28.85,27.94,28.03
2023-03-21,28.88,28.08,28.57
2023-03-22,28.88,27.53,27.66
2023-03-23,28.3,27.11,28.21
2023-03-24,28.16,27.36,27.7
2023-03-27,27.6,26.95,27.09
",
1356,CN,technical,2020年07月29日，TCL科技的KDJ的D是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,36.9329,easy,momentum,D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2020-06-09,5.99,5.74,5.76
2020-06-10,6.01,5.72,5.98
2020-06-11,6.01,5.79,5.83
2020-06-12,5.83,5.57,5.76
2020-06-15,5.73,5.52,5.57
2020-06-16,5.85,5.71,5.79
2020-06-17,5.82,5.68,5.79
2020-06-18,6.16,5.74,6.13
2020-06-19,6.23,6.06,6.15
2020-06-22,6.33,6.12,6.16
2020-06-23,6.32,6.1,6.15
2020-06-24,6.3,6.03,6.14
2020-06-29,6.25,6.02,6.16
2020-06-30,6.24,6.11,6.2
2020-07-01,6.21,5.98,6.08
2020-07-02,6.33,5.98,6.32
2020-07-03,6.3,6.1,6.18
2020-07-06,6.54,6.13,6.51
2020-07-07,7.13,6.66,6.81
2020-07-08,6.97,6.63,6.87
2020-07-09,7.04,6.74,6.87
2020-07-10,6.82,6.6,6.61
2020-07-13,7.0,6.55,6.99
2020-07-14,7.04,6.61,6.76
2020-07-15,6.8,6.36,6.43
2020-07-16,6.87,6.2,6.3
2020-07-17,6.67,6.22,6.62
2020-07-20,6.73,6.4,6.7
2020-07-21,7.25,6.77,6.96
2020-07-22,7.14,6.81,6.98
2020-07-23,6.91,6.58,6.72
2020-07-24,6.65,6.06,6.1
2020-07-27,6.16,5.81,6.04
2020-07-28,6.24,6.01,6.13
2020-07-29,6.35,6.0,6.32
",
1357,CN,technical,天赐材料的KDJ的D在2020年12月03日为多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,51.2592,easy,momentum,D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2020-10-16,63.74,59.5,60.0
2020-10-19,61.32,59.01,59.49
2020-10-20,62.96,58.7,62.75
2020-10-21,62.46,56.48,56.48
2020-10-22,56.18,53.41,55.11
2020-10-23,57.45,52.9,53.97
2020-10-26,57.36,52.3,57.25
2020-10-27,58.11,54.85,57.21
2020-10-28,62.93,56.81,62.93
2020-10-29,65.85,60.7,62.06
2020-10-30,63.88,59.8,62.15
2020-11-02,65.5,61.3,65.3
2020-11-03,65.3,61.0,63.44
2020-11-04,65.0,61.22,62.27
2020-11-05,68.5,63.01,68.5
2020-11-06,73.8,68.1,72.28
2020-11-09,76.66,69.02,73.8
2020-11-10,77.6,69.57,74.0
2020-11-11,78.0,72.1,73.0
2020-11-12,75.92,70.64,75.85
2020-11-13,82.2,73.68,80.5
2020-11-16,80.3,76.39,78.15
2020-11-17,79.66,70.5,72.61
2020-11-18,74.0,70.0,71.36
2020-11-19,72.56,69.8,71.65
2020-11-20,75.0,71.81,74.3
2020-11-23,80.8,74.5,79.24
2020-11-24,84.45,77.55,83.6
2020-11-25,84.65,80.25,82.67
2020-11-26,82.57,77.08,80.45
2020-11-27,82.19,77.66,79.66
2020-11-30,79.65,75.08,78.58
2020-12-01,76.0,70.72,74.83
2020-12-02,75.4,72.38,74.46
2020-12-03,74.81,71.54,73.7
",
1358,CN,technical,对于KDJ的D，圆通速递2025年03月03日的值是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,44.6092,easy,momentum,D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2025-01-06,14.25,13.9,14.11
2025-01-07,14.16,13.86,14.09
2025-01-08,14.12,13.82,13.98
2025-01-09,14.0,13.79,13.8
2025-01-10,13.83,13.41,13.41
2025-01-13,13.47,13.29,13.42
2025-01-14,13.77,13.38,13.75
2025-01-15,13.82,13.51,13.54
2025-01-16,13.69,13.41,13.5
2025-01-17,13.58,13.31,13.5
2025-01-20,13.88,13.54,13.6
2025-01-21,13.7,13.43,13.47
2025-01-22,13.5,13.26,13.32
2025-01-23,13.55,13.39,13.49
2025-01-24,13.74,13.43,13.62
2025-01-27,13.86,13.63,13.77
2025-02-05,13.8,13.41,13.47
2025-02-06,13.68,13.45,13.55
2025-02-07,13.75,13.41,13.68
2025-02-10,13.74,13.56,13.67
2025-02-11,13.75,13.61,13.71
2025-02-12,13.77,13.49,13.59
2025-02-13,14.17,13.64,14.09
2025-02-14,14.23,13.92,14.09
2025-02-17,14.15,13.85,14.07
2025-02-18,14.04,13.6,13.64
2025-02-19,13.74,13.52,13.57
2025-02-20,13.8,13.41,13.45
2025-02-21,13.59,13.32,13.48
2025-02-24,14.09,13.42,13.85
2025-02-25,13.8,13.51,13.54
2025-02-26,13.78,13.51,13.76
2025-02-27,13.96,13.59,13.71
2025-02-28,13.88,13.63,13.76
2025-03-03,13.97,13.71,13.77
",
1359,CN,technical,计算海光信息2024年04月23日的KDJ的D的值。（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,49.6553,easy,momentum,D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2024-03-04,89.76,83.85,86.28
2024-03-05,90.26,84.13,86.3
2024-03-06,85.81,82.98,84.42
2024-03-07,85.27,80.75,80.9
2024-03-08,82.59,79.77,82.3
2024-03-11,84.8,81.11,83.81
2024-03-12,83.5,79.57,80.0
2024-03-13,82.55,79.66,79.7
2024-03-14,81.3,78.4,80.75
2024-03-15,80.7,78.5,80.7
2024-03-18,84.29,80.37,83.19
2024-03-19,82.5,80.5,80.65
2024-03-20,81.7,79.8,80.19
2024-03-21,81.5,78.88,79.22
2024-03-22,81.4,78.9,80.12
2024-03-25,83.1,79.45,80.5
2024-03-26,80.71,76.08,76.29
2024-03-27,78.17,74.5,75.23
2024-03-28,78.5,75.21,76.79
2024-03-29,77.57,75.38,77.26
2024-04-01,79.82,77.6,78.48
2024-04-02,79.12,76.5,77.26
2024-04-03,77.21,74.33,74.5
2024-04-08,75.55,74.0,74.01
2024-04-09,75.86,72.71,75.79
2024-04-10,75.59,73.18,73.55
2024-04-11,74.9,72.55,74.01
2024-04-12,79.75,76.66,77.99
2024-04-15,79.5,76.99,78.66
2024-04-16,78.8,76.38,77.85
2024-04-17,80.67,77.2,80.04
2024-04-18,81.28,78.48,79.3
2024-04-19,79.13,75.5,75.5
2024-04-22,74.33,70.3,73.35
2024-04-23,74.48,71.45,71.62
",
1360,CN,technical,恒立液压2025年09月01日的KDJ的J的值是？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,99.3771,easy,momentum,J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2025-07-15,73.52,71.5,73.52
2025-07-16,76.9,72.66,76.3
2025-07-17,76.68,75.51,76.3
2025-07-18,76.8,75.06,76.4
2025-07-21,79.93,75.56,77.59
2025-07-22,85.35,78.45,80.38
2025-07-23,80.58,77.0,79.25
2025-07-24,79.45,77.41,77.56
2025-07-25,77.7,75.2,75.63
2025-07-28,76.47,74.61,75.09
2025-07-29,76.24,74.88,75.8
2025-07-30,76.48,74.75,75.2
2025-07-31,75.13,73.32,73.6
2025-08-01,73.85,72.33,73.16
2025-08-04,74.23,72.56,73.94
2025-08-05,78.28,73.81,77.43
2025-08-06,80.89,78.57,80.11
2025-08-07,80.11,78.4,79.86
2025-08-08,79.2,75.2,78.13
2025-08-11,79.5,77.25,77.28
2025-08-12,78.2,76.29,77.03
2025-08-13,77.22,75.74,76.2
2025-08-14,76.51,75.22,75.66
2025-08-15,76.92,74.34,75.55
2025-08-18,79.83,75.31,79.5
2025-08-19,83.98,78.5,82.08
2025-08-20,84.85,81.15,83.99
2025-08-21,83.95,81.31,81.91
2025-08-22,84.67,81.96,82.69
2025-08-25,84.68,82.18,83.8
2025-08-26,87.5,83.66,86.9
2025-08-27,87.2,84.0,84.09
2025-08-28,85.3,83.5,85.15
2025-08-29,90.68,85.01,89.42
2025-09-01,91.5,88.3,91.3
",
1361,CN,technical,2024年07月19日，深南电路的KDJ的J是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,63.1509,easy,momentum,J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2024-05-31,92.21,89.76,89.93
2024-06-03,97.38,90.01,93.9
2024-06-04,94.74,92.17,93.92
2024-06-05,95.59,93.34,93.46
2024-06-06,98.31,93.94,96.37
2024-06-07,97.2,92.88,93.83
2024-06-11,95.9,92.71,95.47
2024-06-12,99.88,94.88,96.7
2024-06-13,104.92,96.71,102.88
2024-06-14,108.93,101.13,107.2
2024-06-17,112.17,105.8,109.88
2024-06-18,110.94,106.58,108.51
2024-06-19,109.5,106.23,107.35
2024-06-20,108.4,106.0,106.5
2024-06-21,108.6,104.0,107.4
2024-06-24,112.12,105.9,106.3
2024-06-25,106.51,103.66,104.75
2024-06-26,107.01,103.23,106.52
2024-06-27,106.3,103.08,103.28
2024-06-28,107.9,102.65,105.77
2024-07-01,106.5,102.85,106.17
2024-07-02,105.79,103.02,103.95
2024-07-03,104.68,101.0,102.94
2024-07-04,106.65,103.09,105.05
2024-07-05,106.06,102.05,105.44
2024-07-08,106.99,104.55,105.15
2024-07-09,109.75,104.29,109.75
2024-07-10,120.73,114.89,120.73
2024-07-11,127.13,120.11,126.99
2024-07-12,127.79,121.09,126.14
2024-07-15,128.45,125.16,127.4
2024-07-16,130.62,126.06,130.5
2024-07-17,129.81,123.5,123.59
2024-07-18,124.39,119.01,122.66
2024-07-19,124.21,120.09,120.6
",
1362,CN,technical,一汽解放的KDJ的J在2022年02月21日为多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,41.3721,easy,momentum,J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2021-12-27,10.32,10.25,10.31
2021-12-28,10.32,10.24,10.31
2021-12-29,10.38,10.26,10.33
2021-12-30,10.36,10.28,10.28
2021-12-31,10.32,10.26,10.29
2022-01-04,10.37,10.26,10.35
2022-01-05,10.35,10.27,10.31
2022-01-06,10.32,10.27,10.31
2022-01-07,10.36,10.28,10.28
2022-01-10,10.32,10.22,10.3
2022-01-11,10.32,10.25,10.27
2022-01-12,10.3,10.25,10.29
2022-01-13,10.32,10.25,10.26
2022-01-14,10.28,10.18,10.21
2022-01-17,10.25,10.19,10.22
2022-01-18,10.23,10.18,10.18
2022-01-19,10.22,10.12,10.14
2022-01-20,10.16,10.01,10.02
2022-01-21,10.02,9.79,9.86
2022-01-24,9.9,9.77,9.82
2022-01-25,9.88,9.48,9.49
2022-01-26,9.59,9.49,9.54
2022-01-27,9.56,9.0,9.19
2022-01-28,9.51,9.18,9.38
2022-02-07,9.57,9.42,9.52
2022-02-08,9.64,9.5,9.63
2022-02-09,9.77,9.58,9.75
2022-02-10,9.87,9.67,9.81
2022-02-11,9.81,9.66,9.72
2022-02-14,9.84,9.66,9.71
2022-02-15,9.79,9.65,9.72
2022-02-16,9.85,9.72,9.75
2022-02-17,9.76,9.65,9.66
2022-02-18,9.72,9.61,9.67
2022-02-21,9.73,9.55,9.69
",
1363,CN,technical,对于KDJ的J，新易盛2022年11月23日的值是多少？（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.5522,easy,momentum,J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2022-09-29,21.9,21.09,21.47
2022-09-30,21.69,21.1,21.14
2022-10-10,21.29,20.16,20.3
2022-10-11,20.77,20.02,20.36
2022-10-12,21.37,20.31,21.37
2022-10-13,22.03,21.3,21.76
2022-10-14,22.13,21.63,21.96
2022-10-17,22.46,21.7,22.33
2022-10-18,22.45,21.88,22.25
2022-10-19,22.54,22.0,22.17
2022-10-20,22.72,21.77,22.44
2022-10-21,22.66,21.89,22.18
2022-10-24,22.72,21.7,21.8
2022-10-25,22.18,21.48,21.82
2022-10-26,22.79,21.72,22.6
2022-10-27,26.92,25.36,25.38
2022-10-28,26.04,24.33,24.46
2022-10-31,26.1,24.5,25.87
2022-11-01,26.5,25.4,26.41
2022-11-02,27.07,26.2,26.5
2022-11-03,27.57,26.01,27.32
2022-11-04,27.84,26.9,27.54
2022-11-07,27.77,26.94,27.3
2022-11-08,27.24,26.66,26.98
2022-11-09,27.13,26.6,26.72
2022-11-10,27.1,26.0,26.12
2022-11-11,27.06,26.19,26.33
2022-11-14,27.05,26.05,26.48
2022-11-15,27.81,26.22,27.6
2022-11-16,28.44,27.5,27.8
2022-11-17,28.28,27.46,28.23
2022-11-18,28.49,27.44,27.47
2022-11-21,28.57,27.11,28.16
2022-11-22,28.06,27.08,27.3
2022-11-23,27.4,26.16,26.7
",
1364,CN,technical,计算长城汽车2025年02月21日的KDJ的J的值。（标准版：RSV周期n=9，1/3平滑权重；从前25+n个数据开始计算，递推初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.1914,easy,momentum,J_t = 3 * K_t - 2 * D_t；D_t = 1/3 * K_t + 2/3 * D_{t-1}；K_t = 1/3 * RSV_t + 2/3 * K_{t-1}；RSV_t = (C_t - min_{i=0}^{n-1} L_{t-i}) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * 100,"date,high,low,close
2024-12-26,26.85,26.45,26.64
2024-12-27,26.68,26.21,26.4
2024-12-30,26.58,26.22,26.41
2024-12-31,26.67,26.12,26.33
2025-01-02,26.34,25.07,25.26
2025-01-03,25.85,25.16,25.25
2025-01-06,25.45,25.01,25.25
2025-01-07,25.54,24.95,25.1
2025-01-08,25.16,24.44,24.89
2025-01-09,25.19,24.82,25.03
2025-01-10,25.19,24.6,24.6
2025-01-13,25.09,24.36,24.76
2025-01-14,25.95,24.68,25.93
2025-01-15,26.36,25.43,25.51
2025-01-16,25.79,25.14,25.27
2025-01-17,25.57,25.02,25.45
2025-01-20,25.85,25.18,25.28
2025-01-21,25.43,25.04,25.23
2025-01-22,25.23,24.64,24.74
2025-01-23,25.14,24.59,24.75
2025-01-24,25.1,24.59,24.75
2025-01-27,25.12,24.68,24.88
2025-02-05,24.9,24.51,24.57
2025-02-06,25.09,24.06,25.08
2025-02-07,26.0,25.0,25.85
2025-02-10,26.34,25.7,25.81
2025-02-11,25.92,24.93,25.11
2025-02-12,25.35,24.76,25.32
2025-02-13,25.35,24.91,24.92
2025-02-14,26.32,24.84,25.82
2025-02-17,26.05,25.33,25.44
2025-02-18,25.7,25.11,25.29
2025-02-19,25.45,25.13,25.35
2025-02-20,25.27,24.69,24.99
2025-02-21,25.22,24.81,25.19
",
1365,CN,technical,大全能源2022年07月05日的考夫曼自适应移动平均的值是？（ER周期取10，快线周期取2，慢线周期取30；从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,68.8712,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2022-04-06,52.89
2022-04-07,51.97
2022-04-08,51.6
2022-04-11,49.2
2022-04-12,49.89
2022-04-13,49.0
2022-04-14,49.64
2022-04-15,50.09
2022-04-18,51.75
2022-04-19,51.83
2022-04-20,52.26
2022-04-21,50.35
2022-04-22,53.95
2022-04-25,53.02
2022-04-26,53.47
2022-04-27,55.98
2022-04-28,55.04
2022-04-29,55.69
2022-05-05,55.1
2022-05-06,52.08
2022-05-09,52.48
2022-05-10,53.08
2022-05-11,54.72
2022-05-12,56.08
2022-05-13,55.25
2022-05-16,54.01
2022-05-17,56.08
2022-05-18,55.68
2022-05-19,61.17
2022-05-20,62.72
2022-05-23,61.78
2022-05-24,59.02
2022-05-25,59.98
2022-05-26,59.28
2022-05-27,59.0
2022-05-30,58.95
2022-05-31,61.15
2022-06-01,59.96
2022-06-02,62.35
2022-06-06,66.56
2022-06-07,66.9
2022-06-08,68.28
2022-06-09,67.35
2022-06-10,69.65
2022-06-13,71.4
2022-06-14,70.18
2022-06-15,67.19
2022-06-16,68.26
2022-06-17,69.37
2022-06-20,67.97
2022-06-21,65.55
2022-06-22,65.54
2022-06-23,65.17
2022-06-24,66.37
2022-06-27,67.02
2022-06-28,68.58
2022-06-29,64.6
2022-06-30,68.32
2022-07-01,70.01
2022-07-04,73.3
2022-07-05,77.03
",
1366,CN,technical,2024年05月15日，三一重工的考夫曼自适应移动平均是多少？（ER周期取10，快线周期取2，慢线周期取30；从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,16.6125,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2024-02-06,13.7
2024-02-07,13.76
2024-02-08,14.17
2024-02-19,14.14
2024-02-20,14.02
2024-02-21,14.02
2024-02-22,14.07
2024-02-23,13.95
2024-02-26,14.06
2024-02-27,14.05
2024-02-28,13.75
2024-02-29,13.94
2024-03-01,13.95
2024-03-04,14.02
2024-03-05,13.97
2024-03-06,14.17
2024-03-07,14.09
2024-03-08,13.97
2024-03-11,13.95
2024-03-12,14.11
2024-03-13,13.92
2024-03-14,13.88
2024-03-15,13.8
2024-03-18,13.97
2024-03-19,14.15
2024-03-20,14.08
2024-03-21,14.07
2024-03-22,13.95
2024-03-25,14.61
2024-03-26,14.75
2024-03-27,14.58
2024-03-28,14.45
2024-03-29,14.58
2024-04-01,14.98
2024-04-02,14.93
2024-04-03,14.83
2024-04-08,15.08
2024-04-09,15.06
2024-04-10,15.37
2024-04-11,15.95
2024-04-12,15.62
2024-04-15,15.83
2024-04-16,15.31
2024-04-17,16.11
2024-04-18,15.73
2024-04-19,15.75
2024-04-22,15.33
2024-04-23,14.95
2024-04-24,15.44
2024-04-25,15.36
2024-04-26,16.04
2024-04-29,16.12
2024-04-30,16.31
2024-05-06,16.93
2024-05-07,16.87
2024-05-08,16.66
2024-05-09,17.46
2024-05-10,17.39
2024-05-13,17.37
2024-05-14,16.93
2024-05-15,16.8
",
1367,CN,technical,星宇股份的考夫曼自适应移动平均在2024年04月24日为多少？（ER周期取10，快线周期取2，慢线周期取30；从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,138.6065,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2024-01-19,136.69
2024-01-22,136.0
2024-01-23,131.48
2024-01-24,132.4
2024-01-25,130.58
2024-01-26,131.46
2024-01-29,128.81
2024-01-30,130.0
2024-01-31,126.7
2024-02-01,126.7
2024-02-02,123.21
2024-02-05,127.98
2024-02-06,126.83
2024-02-07,135.87
2024-02-08,137.94
2024-02-19,134.31
2024-02-20,131.0
2024-02-21,132.7
2024-02-22,135.98
2024-02-23,135.0
2024-02-26,138.33
2024-02-27,140.0
2024-02-28,135.52
2024-02-29,140.45
2024-03-01,141.25
2024-03-04,147.5
2024-03-05,147.41
2024-03-06,149.05
2024-03-07,148.05
2024-03-08,149.46
2024-03-11,145.47
2024-03-12,143.89
2024-03-13,146.57
2024-03-14,146.81
2024-03-15,152.0
2024-03-18,151.1
2024-03-19,146.84
2024-03-20,142.86
2024-03-21,141.39
2024-03-22,144.0
2024-03-25,142.6
2024-03-26,141.5
2024-03-27,139.81
2024-03-28,141.38
2024-03-29,140.06
2024-04-01,142.0
2024-04-02,140.98
2024-04-03,139.04
2024-04-08,141.2
2024-04-09,139.1
2024-04-10,139.35
2024-04-11,137.9
2024-04-12,137.28
2024-04-15,138.6
2024-04-16,133.4
2024-04-17,137.12
2024-04-18,133.0
2024-04-19,132.5
2024-04-22,133.57
2024-04-23,132.74
2024-04-24,134.46
",
1368,CN,technical,对于考夫曼自适应移动平均，牧原股份2021年09月17日的值是多少？（ER周期取10，快线周期取2，慢线周期取30；从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,43.9831,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2021-06-25,58.53
2021-06-28,63.35
2021-06-29,62.37
2021-06-30,60.82
2021-07-01,59.8
2021-07-02,59.21
2021-07-05,59.3
2021-07-06,59.29
2021-07-07,57.9
2021-07-08,57.18
2021-07-09,56.7
2021-07-12,57.52
2021-07-13,57.89
2021-07-14,56.45
2021-07-15,56.96
2021-07-16,54.35
2021-07-19,51.76
2021-07-20,52.5
2021-07-21,50.66
2021-07-22,50.73
2021-07-23,47.41
2021-07-26,46.09
2021-07-27,42.83
2021-07-28,40.91
2021-07-29,41.71
2021-07-30,42.27
2021-08-02,44.8
2021-08-03,43.86
2021-08-04,43.16
2021-08-05,41.85
2021-08-06,42.28
2021-08-09,46.51
2021-08-10,48.18
2021-08-11,48.18
2021-08-12,47.5
2021-08-13,46.85
2021-08-16,47.4
2021-08-17,45.31
2021-08-18,45.5
2021-08-19,44.88
2021-08-20,44.34
2021-08-23,44.44
2021-08-24,45.08
2021-08-25,44.89
2021-08-26,43.56
2021-08-27,42.92
2021-08-30,42.1
2021-08-31,42.31
2021-09-01,44.78
2021-09-02,43.16
2021-09-03,45.85
2021-09-06,47.15
2021-09-07,46.84
2021-09-08,45.93
2021-09-09,45.62
2021-09-10,45.45
2021-09-13,43.68
2021-09-14,43.21
2021-09-15,42.91
2021-09-16,44.2
2021-09-17,44.69
",
1369,CN,technical,计算中微公司2024年10月29日的考夫曼自适应移动平均的值。（ER周期取10，快线周期取2，慢线周期取30；从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,172.7561,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|；SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2；KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2024-07-26,146.78
2024-07-29,144.34
2024-07-30,147.55
2024-07-31,157.2
2024-08-01,158.44
2024-08-02,158.6
2024-08-05,153.39
2024-08-06,154.13
2024-08-07,152.55
2024-08-08,155.16
2024-08-09,153.27
2024-08-12,152.6
2024-08-13,155.37
2024-08-14,147.72
2024-08-15,148.41
2024-08-16,146.92
2024-08-19,145.95
2024-08-20,144.33
2024-08-21,142.11
2024-08-22,138.8
2024-08-23,131.01
2024-08-26,130.46
2024-08-27,130.0
2024-08-28,129.27
2024-08-29,132.3
2024-08-30,135.05
2024-09-02,127.82
2024-09-03,128.81
2024-09-04,127.15
2024-09-05,128.58
2024-09-06,127.41
2024-09-09,127.45
2024-09-10,129.76
2024-09-11,130.65
2024-09-12,130.02
2024-09-13,125.48
2024-09-18,124.07
2024-09-19,124.44
2024-09-20,120.51
2024-09-23,117.3
2024-09-24,121.2
2024-09-25,120.97
2024-09-26,127.44
2024-09-27,136.9
2024-09-30,164.0
2024-10-08,196.8
2024-10-09,198.0
2024-10-10,180.18
2024-10-11,168.56
2024-10-14,173.25
2024-10-15,169.1
2024-10-16,163.46
2024-10-17,163.5
2024-10-18,185.65
2024-10-21,187.13
2024-10-22,182.83
2024-10-23,179.95
2024-10-24,180.0
2024-10-25,183.45
2024-10-28,180.88
2024-10-29,180.3
",
1370,CN,technical,小商品城2025年06月04日的MACD的DIF的值是？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7002,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2024-12-24,14.34
2024-12-25,13.61
2024-12-26,13.71
2024-12-27,13.75
2024-12-30,13.63
2024-12-31,13.41
2025-01-02,13.31
2025-01-03,12.61
2025-01-06,12.46
2025-01-07,12.59
2025-01-08,12.69
2025-01-09,12.69
2025-01-10,12.68
2025-01-13,12.68
2025-01-14,13.09
2025-01-15,13.21
2025-01-16,13.08
2025-01-17,12.91
2025-01-20,12.87
2025-01-21,13.03
2025-01-22,12.99
2025-01-23,12.98
2025-01-24,13.23
2025-01-27,12.87
2025-02-05,12.84
2025-02-06,12.77
2025-02-07,13.13
2025-02-10,13.38
2025-02-11,13.54
2025-02-12,13.23
2025-02-13,12.65
2025-02-14,12.9
2025-02-17,12.57
2025-02-18,12.23
2025-02-19,12.48
2025-02-20,12.61
2025-02-21,13.16
2025-02-24,13.21
2025-02-25,13.25
2025-02-26,13.18
2025-02-27,13.37
2025-02-28,12.79
2025-03-03,13.07
2025-03-04,12.92
2025-03-05,13.26
2025-03-06,13.6
2025-03-07,13.45
2025-03-10,12.79
2025-03-11,13.1
2025-03-12,12.76
2025-03-13,12.6
2025-03-14,12.98
2025-03-17,13.14
2025-03-18,13.89
2025-03-19,13.78
2025-03-20,13.59
2025-03-21,13.18
2025-03-24,13.49
2025-03-25,13.39
2025-03-26,13.82
2025-03-27,14.82
2025-03-28,14.93
2025-03-31,15.23
2025-04-01,15.51
2025-04-02,15.34
2025-04-03,14.7
2025-04-07,13.23
2025-04-08,12.15
2025-04-09,13.37
2025-04-10,14.25
2025-04-11,14.39
2025-04-14,14.81
2025-04-15,14.6
2025-04-16,14.95
2025-04-17,14.8
2025-04-18,14.75
2025-04-21,15.41
2025-04-22,16.03
2025-04-23,15.46
2025-04-24,15.74
2025-04-25,15.5
2025-04-28,15.45
2025-04-29,15.47
2025-04-30,15.33
2025-05-06,15.2
2025-05-07,15.31
2025-05-08,15.17
2025-05-09,15.63
2025-05-12,15.95
2025-05-13,16.15
2025-05-14,16.98
2025-05-15,16.71
2025-05-16,16.99
2025-05-19,16.48
2025-05-20,17.15
2025-05-21,17.0
2025-05-22,17.11
2025-05-23,17.01
2025-05-26,17.0
2025-05-27,16.86
2025-05-28,16.94
2025-05-29,17.26
2025-05-30,17.62
2025-06-03,18.17
2025-06-04,18.32
",
1371,CN,technical,2025年08月06日，复星医药的MACD的DIF是多少？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4742,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2025-03-06,25.01
2025-03-07,24.95
2025-03-10,25.0
2025-03-11,24.9
2025-03-12,24.68
2025-03-13,24.53
2025-03-14,25.03
2025-03-17,24.96
2025-03-18,25.09
2025-03-19,25.01
2025-03-20,24.95
2025-03-21,24.5
2025-03-24,24.51
2025-03-25,24.75
2025-03-26,24.55
2025-03-27,24.99
2025-03-28,25.31
2025-03-31,24.83
2025-04-01,25.75
2025-04-02,25.46
2025-04-03,25.51
2025-04-07,23.2
2025-04-08,23.7
2025-04-09,23.68
2025-04-10,23.92
2025-04-11,23.84
2025-04-14,23.95
2025-04-15,24.0
2025-04-16,24.0
2025-04-17,23.95
2025-04-18,23.88
2025-04-21,23.9
2025-04-22,24.4
2025-04-23,24.19
2025-04-24,24.2
2025-04-25,24.14
2025-04-28,23.95
2025-04-29,23.82
2025-04-30,23.4
2025-05-06,23.69
2025-05-07,23.81
2025-05-08,23.83
2025-05-09,23.52
2025-05-12,23.59
2025-05-13,23.94
2025-05-14,23.91
2025-05-15,23.77
2025-05-16,24.02
2025-05-19,23.83
2025-05-20,24.07
2025-05-21,24.18
2025-05-22,23.95
2025-05-23,23.93
2025-05-26,23.51
2025-05-27,23.63
2025-05-28,23.53
2025-05-29,24.11
2025-05-30,25.37
2025-06-03,25.27
2025-06-04,25.44
2025-06-05,25.15
2025-06-06,25.03
2025-06-09,25.93
2025-06-10,25.96
2025-06-11,25.76
2025-06-12,25.92
2025-06-13,25.81
2025-06-16,25.45
2025-06-17,25.08
2025-06-18,24.9
2025-06-19,24.6
2025-06-20,24.42
2025-06-23,24.64
2025-06-24,24.89
2025-06-25,24.91
2025-06-26,24.65
2025-06-27,24.74
2025-06-30,25.09
2025-07-01,25.3
2025-07-02,25.17
2025-07-03,25.44
2025-07-04,25.43
2025-07-07,25.15
2025-07-08,25.21
2025-07-09,25.23
2025-07-10,25.43
2025-07-11,25.6
2025-07-14,25.68
2025-07-15,25.41
2025-07-16,26.41
2025-07-17,26.4
2025-07-18,26.36
2025-07-21,26.13
2025-07-22,26.25
2025-07-23,26.17
2025-07-24,26.75
2025-07-25,26.66
2025-07-28,26.91
2025-07-29,27.23
2025-07-30,28.37
2025-07-31,27.59
2025-08-01,27.56
2025-08-04,26.84
2025-08-05,26.87
2025-08-06,26.63
",
1372,CN,technical,兖矿能源的MACD的DIF在2021年06月30日为多少？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.339,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2021-01-21,10.25
2021-01-22,9.89
2021-01-25,9.29
2021-01-26,9.3
2021-01-27,9.2
2021-01-28,8.96
2021-01-29,8.69
2021-02-01,8.75
2021-02-02,8.65
2021-02-03,8.6
2021-02-04,8.54
2021-02-05,8.53
2021-02-08,8.65
2021-02-09,8.75
2021-02-10,8.88
2021-02-18,9.27
2021-02-19,9.5
2021-02-22,9.84
2021-02-23,9.52
2021-02-24,9.51
2021-02-25,9.84
2021-02-26,9.64
2021-03-01,10.45
2021-03-02,11.39
2021-03-03,12.2
2021-03-04,12.71
2021-03-05,11.88
2021-03-08,11.75
2021-03-09,11.68
2021-03-10,11.75
2021-03-11,12.08
2021-03-12,13.29
2021-03-15,13.39
2021-03-16,12.59
2021-03-17,12.7
2021-03-18,12.66
2021-03-19,12.84
2021-03-22,12.87
2021-03-23,12.54
2021-03-24,12.08
2021-03-25,12.87
2021-03-26,13.18
2021-03-29,14.45
2021-03-30,13.5
2021-03-31,13.23
2021-04-01,13.51
2021-04-02,13.39
2021-04-06,13.18
2021-04-07,13.55
2021-04-08,13.68
2021-04-09,13.58
2021-04-12,13.43
2021-04-13,13.24
2021-04-14,13.48
2021-04-15,13.68
2021-04-16,14.97
2021-04-19,14.34
2021-04-20,14.08
2021-04-21,14.04
2021-04-22,13.92
2021-04-23,13.78
2021-04-26,14.0
2021-04-27,13.65
2021-04-28,14.2
2021-04-29,14.42
2021-04-30,12.99
2021-05-06,13.87
2021-05-07,14.89
2021-05-10,15.38
2021-05-11,14.83
2021-05-12,14.95
2021-05-13,14.13
2021-05-14,13.62
2021-05-17,13.51
2021-05-18,14.04
2021-05-19,13.62
2021-05-20,12.54
2021-05-21,13.28
2021-05-24,13.14
2021-05-25,13.17
2021-05-26,13.28
2021-05-27,13.46
2021-05-28,13.34
2021-05-31,13.54
2021-06-01,14.1
2021-06-02,13.93
2021-06-03,14.55
2021-06-04,14.5
2021-06-07,14.58
2021-06-08,14.46
2021-06-09,15.44
2021-06-10,14.96
2021-06-11,14.93
2021-06-15,15.2
2021-06-16,15.23
2021-06-17,15.2
2021-06-18,14.8
2021-06-21,14.64
2021-06-22,14.5
2021-06-23,15.56
2021-06-24,15.64
2021-06-25,16.06
2021-06-28,15.0
2021-06-29,14.78
2021-06-30,15.36
",
1373,CN,technical,对于MACD的DIF，三峡能源2025年05月08日的值是多少？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0061,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2024-11-28,4.55
2024-11-29,4.56
2024-12-02,4.61
2024-12-03,4.62
2024-12-04,4.58
2024-12-05,4.56
2024-12-06,4.61
2024-12-09,4.62
2024-12-10,4.6
2024-12-11,4.61
2024-12-12,4.63
2024-12-13,4.54
2024-12-16,4.55
2024-12-17,4.51
2024-12-18,4.54
2024-12-19,4.49
2024-12-20,4.47
2024-12-23,4.45
2024-12-24,4.48
2024-12-25,4.51
2024-12-26,4.45
2024-12-27,4.45
2024-12-30,4.42
2024-12-31,4.37
2025-01-02,4.25
2025-01-03,4.25
2025-01-06,4.24
2025-01-07,4.26
2025-01-08,4.27
2025-01-09,4.23
2025-01-10,4.16
2025-01-13,4.14
2025-01-14,4.21
2025-01-15,4.17
2025-01-16,4.2
2025-01-17,4.22
2025-01-20,4.21
2025-01-21,4.19
2025-01-22,4.15
2025-01-23,4.17
2025-01-24,4.18
2025-01-27,4.2
2025-02-05,4.2
2025-02-06,4.24
2025-02-07,4.27
2025-02-10,4.27
2025-02-11,4.25
2025-02-12,4.26
2025-02-13,4.25
2025-02-14,4.26
2025-02-17,4.31
2025-02-18,4.26
2025-02-19,4.25
2025-02-20,4.23
2025-02-21,4.27
2025-02-24,4.26
2025-02-25,4.23
2025-02-26,4.25
2025-02-27,4.25
2025-02-28,4.2
2025-03-03,4.19
2025-03-04,4.19
2025-03-05,4.17
2025-03-06,4.2
2025-03-07,4.18
2025-03-10,4.18
2025-03-11,4.2
2025-03-12,4.19
2025-03-13,4.23
2025-03-14,4.25
2025-03-17,4.24
2025-03-18,4.24
2025-03-19,4.28
2025-03-20,4.28
2025-03-21,4.26
2025-03-24,4.27
2025-03-25,4.32
2025-03-26,4.29
2025-03-27,4.25
2025-03-28,4.23
2025-03-31,4.23
2025-04-01,4.3
2025-04-02,4.26
2025-04-03,4.33
2025-04-07,4.17
2025-04-08,4.31
2025-04-09,4.31
2025-04-10,4.33
2025-04-11,4.3
2025-04-14,4.3
2025-04-15,4.28
2025-04-16,4.32
2025-04-17,4.32
2025-04-18,4.29
2025-04-21,4.28
2025-04-22,4.27
2025-04-23,4.25
2025-04-24,4.26
2025-04-25,4.29
2025-04-28,4.33
2025-04-29,4.28
2025-04-30,4.26
2025-05-06,4.3
2025-05-07,4.3
2025-05-08,4.29
",
1374,CN,technical,计算三花智控2020年08月13日的MACD的DIF的值。（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0886,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2020-03-12,20.68
2020-03-13,20.66
2020-03-16,18.84
2020-03-17,18.84
2020-03-18,18.26
2020-03-19,17.99
2020-03-20,17.45
2020-03-23,15.74
2020-03-24,15.9
2020-03-25,16.7
2020-03-26,16.25
2020-03-27,16.11
2020-03-30,16.28
2020-03-31,16.07
2020-04-01,16.46
2020-04-02,16.89
2020-04-03,17.22
2020-04-07,17.91
2020-04-08,17.7
2020-04-09,17.52
2020-04-10,17.18
2020-04-13,16.62
2020-04-14,18.28
2020-04-15,19.13
2020-04-16,19.27
2020-04-17,19.07
2020-04-20,19.53
2020-04-21,19.44
2020-04-22,19.3
2020-04-23,19.3
2020-04-24,19.2
2020-04-27,19.73
2020-04-28,19.75
2020-04-29,20.84
2020-04-30,22.03
2020-05-06,21.63
2020-05-07,21.83
2020-05-08,22.02
2020-05-11,22.26
2020-05-12,23.03
2020-05-13,22.68
2020-05-14,22.58
2020-05-15,23.02
2020-05-18,22.45
2020-05-19,22.6
2020-05-20,23.3
2020-05-21,22.79
2020-05-22,22.25
2020-05-25,21.84
2020-05-26,22.33
2020-05-27,22.33
2020-05-28,21.9
2020-05-29,22.35
2020-06-01,23.15
2020-06-02,22.72
2020-06-03,17.61
2020-06-04,18.28
2020-06-05,18.8
2020-06-08,19.11
2020-06-09,19.32
2020-06-10,19.17
2020-06-11,19.5
2020-06-12,19.44
2020-06-15,18.87
2020-06-16,19.4
2020-06-17,19.24
2020-06-18,19.26
2020-06-19,21.19
2020-06-22,22.0
2020-06-23,22.06
2020-06-24,21.88
2020-06-29,21.58
2020-06-30,21.9
2020-07-01,21.94
2020-07-02,21.6
2020-07-03,21.8
2020-07-06,22.68
2020-07-07,24.34
2020-07-08,24.56
2020-07-09,24.81
2020-07-10,24.5
2020-07-13,25.47
2020-07-14,24.58
2020-07-15,24.35
2020-07-16,23.2
2020-07-17,22.95
2020-07-20,22.96
2020-07-21,23.2
2020-07-22,23.36
2020-07-23,22.94
2020-07-24,21.8
2020-07-27,21.35
2020-07-28,22.25
2020-07-29,22.96
2020-07-30,23.21
2020-07-31,23.72
2020-08-03,24.2
2020-08-04,23.97
2020-08-05,23.67
2020-08-06,22.8
2020-08-07,22.6
2020-08-10,22.39
2020-08-11,21.98
2020-08-12,21.76
2020-08-13,22.1
",
1375,CN,technical,豪威集团2020年11月09日的MACD的DEA的值是？（标准版：快线12，慢线26，信号线9；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2725,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF),"date,close
2020-06-04,181.23
2020-06-05,186.5
2020-06-08,183.05
2020-06-09,190.35
2020-06-10,194.0
2020-06-11,190.0
2020-06-12,189.57
2020-06-15,180.15
2020-06-16,179.21
2020-06-17,179.8
2020-06-18,182.85
2020-06-19,197.8
2020-06-22,202.6
2020-06-23,204.99
2020-06-24,206.68
2020-06-29,199.83
2020-06-30,201.95
2020-07-01,207.68
2020-07-02,214.73
2020-07-03,208.39
2020-07-06,228.8
2020-07-07,229.93
2020-07-08,231.51
2020-07-09,240.84
2020-07-10,244.0
2020-07-13,245.51
2020-07-14,249.7
2020-07-15,230.58
2020-07-16,208.16
2020-07-17,218.43
2020-07-20,217.69
2020-07-21,215.69
2020-07-22,220.1
2020-07-23,214.0
2020-07-24,199.35
2020-07-27,197.0
2020-07-28,199.84
2020-07-29,207.17
2020-07-30,203.4
2020-07-31,205.64
2020-08-03,201.42
2020-08-04,197.67
2020-08-05,201.97
2020-08-06,197.18
2020-08-07,188.78
2020-08-10,191.51
2020-08-11,187.0
2020-08-12,187.05
2020-08-13,182.97
2020-08-14,186.28
2020-08-17,183.71
2020-08-18,182.66
2020-08-19,187.3
2020-08-20,183.0
2020-08-21,188.01
2020-08-24,188.65
2020-08-25,180.17
2020-08-26,169.6
2020-08-27,171.93
2020-08-28,175.31
2020-08-31,167.83
2020-09-01,168.7
2020-09-02,170.4
2020-09-03,186.12
2020-09-04,187.1
2020-09-07,182.0
2020-09-08,177.05
2020-09-09,171.31
2020-09-10,174.11
2020-09-11,187.72
2020-09-14,191.0
2020-09-15,188.54
2020-09-16,195.88
2020-09-17,193.01
2020-09-18,191.8
2020-09-21,185.95
2020-09-22,185.58
2020-09-23,184.7
2020-09-24,182.8
2020-09-25,174.91
2020-09-28,175.2
2020-09-29,174.96
2020-09-30,177.37
2020-10-09,182.4
2020-10-12,191.43
2020-10-13,192.16
2020-10-14,186.7
2020-10-15,185.3
2020-10-16,184.5
2020-10-19,179.98
2020-10-20,180.9
2020-10-21,178.72
2020-10-22,177.69
2020-10-23,172.3
2020-10-26,173.12
2020-10-27,181.3
2020-10-28,180.16
2020-10-29,184.3
2020-10-30,198.02
2020-11-02,217.82
2020-11-03,215.59
2020-11-04,211.0
2020-11-05,214.0
2020-11-06,219.31
2020-11-09,239.45
",
1376,CN,technical,2020年11月20日，浪潮信息的MACD的DEA是多少？（标准版：快线12，慢线26，信号线9；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.7557,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF),"date,close
2020-06-17,38.83
2020-06-18,40.96
2020-06-19,40.89
2020-06-22,41.06
2020-06-23,42.05
2020-06-24,41.8
2020-06-29,38.8
2020-06-30,39.18
2020-07-01,37.32
2020-07-02,36.98
2020-07-03,38.18
2020-07-06,40.12
2020-07-07,40.51
2020-07-08,43.7
2020-07-09,44.69
2020-07-10,45.03
2020-07-13,46.21
2020-07-14,44.06
2020-07-15,42.05
2020-07-16,39.33
2020-07-17,39.11
2020-07-20,40.02
2020-07-21,39.67
2020-07-22,39.6
2020-07-23,38.67
2020-07-24,36.87
2020-07-27,36.47
2020-07-28,36.61
2020-07-29,38.28
2020-07-30,37.52
2020-07-31,37.96
2020-08-03,38.9
2020-08-04,37.9
2020-08-05,37.81
2020-08-06,38.76
2020-08-07,37.56
2020-08-10,38.23
2020-08-11,37.16
2020-08-12,36.12
2020-08-13,35.75
2020-08-14,36.3
2020-08-17,36.99
2020-08-18,37.06
2020-08-19,36.0
2020-08-20,36.14
2020-08-21,35.78
2020-08-24,35.78
2020-08-25,35.94
2020-08-26,35.61
2020-08-27,35.43
2020-08-28,36.04
2020-08-31,36.1
2020-09-01,35.94
2020-09-02,35.48
2020-09-03,35.06
2020-09-04,35.18
2020-09-07,34.01
2020-09-08,32.64
2020-09-09,30.81
2020-09-10,30.04
2020-09-11,30.99
2020-09-14,31.1
2020-09-15,31.23
2020-09-16,30.91
2020-09-17,31.81
2020-09-18,32.21
2020-09-21,31.94
2020-09-22,31.11
2020-09-23,31.35
2020-09-24,30.65
2020-09-25,30.86
2020-09-28,30.23
2020-09-29,30.6
2020-09-30,30.39
2020-10-09,31.3
2020-10-12,32.64
2020-10-13,33.13
2020-10-14,32.55
2020-10-15,32.28
2020-10-16,31.83
2020-10-19,32.0
2020-10-20,32.87
2020-10-21,31.66
2020-10-22,31.64
2020-10-23,31.31
2020-10-26,30.74
2020-10-27,30.9
2020-10-28,30.63
2020-10-29,30.9
2020-10-30,30.5
2020-11-02,27.65
2020-11-03,28.04
2020-11-04,27.89
2020-11-05,29.14
2020-11-06,29.02
2020-11-09,30.84
2020-11-10,30.27
2020-11-11,29.31
2020-11-12,29.32
2020-11-13,29.11
2020-11-16,28.89
2020-11-17,28.62
2020-11-18,28.46
2020-11-19,28.83
2020-11-20,28.61
",
1377,CN,technical,通威股份的MACD的DEA在2022年05月31日为多少？（标准版：快线12，慢线26，信号线9；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0057,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF),"date,close
2021-12-21,44.76
2021-12-22,44.55
2021-12-23,44.06
2021-12-24,41.27
2021-12-27,40.35
2021-12-28,41.27
2021-12-29,42.21
2021-12-30,42.1
2021-12-31,44.96
2022-01-04,42.52
2022-01-05,41.73
2022-01-06,41.9
2022-01-07,42.1
2022-01-10,41.89
2022-01-11,40.8
2022-01-12,42.51
2022-01-13,41.09
2022-01-14,41.42
2022-01-17,41.54
2022-01-18,41.28
2022-01-19,40.51
2022-01-20,40.0
2022-01-21,39.94
2022-01-24,40.84
2022-01-25,38.85
2022-01-26,40.05
2022-01-27,38.69
2022-01-28,37.35
2022-02-07,39.85
2022-02-08,38.75
2022-02-09,39.0
2022-02-10,38.58
2022-02-11,37.9
2022-02-14,37.45
2022-02-15,38.64
2022-02-16,38.41
2022-02-17,39.65
2022-02-18,39.06
2022-02-21,39.57
2022-02-22,41.81
2022-02-23,42.97
2022-02-24,42.12
2022-02-25,42.09
2022-02-28,42.9
2022-03-01,43.35
2022-03-02,44.02
2022-03-03,43.21
2022-03-04,42.72
2022-03-07,42.25
2022-03-08,42.79
2022-03-09,43.35
2022-03-10,44.86
2022-03-11,45.55
2022-03-14,44.02
2022-03-15,43.97
2022-03-16,45.6
2022-03-17,44.67
2022-03-18,44.3
2022-03-21,44.78
2022-03-22,44.7
2022-03-23,44.06
2022-03-24,42.36
2022-03-25,41.29
2022-03-28,43.2
2022-03-29,43.6
2022-03-30,44.69
2022-03-31,42.69
2022-04-01,43.32
2022-04-06,41.4
2022-04-07,41.33
2022-04-08,40.87
2022-04-11,39.1
2022-04-12,39.65
2022-04-13,39.3
2022-04-14,39.34
2022-04-15,39.49
2022-04-18,40.3
2022-04-19,39.95
2022-04-20,39.18
2022-04-21,37.44
2022-04-22,36.83
2022-04-25,35.17
2022-04-26,36.53
2022-04-27,39.82
2022-04-28,39.7
2022-04-29,41.1
2022-05-05,40.72
2022-05-06,39.58
2022-05-09,39.52
2022-05-10,40.02
2022-05-11,40.68
2022-05-12,40.26
2022-05-13,40.35
2022-05-16,39.72
2022-05-17,42.1
2022-05-18,41.92
2022-05-19,45.42
2022-05-20,46.0
2022-05-23,45.75
2022-05-24,44.96
2022-05-25,45.17
2022-05-26,44.99
2022-05-27,44.67
2022-05-30,43.78
2022-05-31,45.19
",
1378,CN,technical,对于MACD的DEA，小商品城2022年08月04日的值是多少？（标准版：快线12，慢线26，信号线9；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0503,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF),"date,close
2022-03-03,4.99
2022-03-04,5.04
2022-03-07,4.86
2022-03-08,4.63
2022-03-09,4.47
2022-03-10,4.78
2022-03-11,4.88
2022-03-14,4.87
2022-03-15,4.64
2022-03-16,4.92
2022-03-17,4.9
2022-03-18,4.94
2022-03-21,5.02
2022-03-22,4.99
2022-03-23,4.94
2022-03-24,4.82
2022-03-25,4.85
2022-03-28,4.94
2022-03-29,4.96
2022-03-30,5.02
2022-03-31,5.03
2022-04-01,5.2
2022-04-06,5.47
2022-04-07,5.31
2022-04-08,5.3
2022-04-11,5.22
2022-04-12,5.61
2022-04-13,5.53
2022-04-14,5.46
2022-04-15,5.54
2022-04-18,5.55
2022-04-19,5.48
2022-04-20,5.36
2022-04-21,5.12
2022-04-22,5.2
2022-04-25,4.77
2022-04-26,4.69
2022-04-27,4.74
2022-04-28,4.82
2022-04-29,5.11
2022-05-05,5.04
2022-05-06,4.96
2022-05-09,5.04
2022-05-10,5.1
2022-05-11,5.24
2022-05-12,5.16
2022-05-13,5.29
2022-05-16,5.29
2022-05-17,5.17
2022-05-18,5.18
2022-05-19,5.15
2022-05-20,5.18
2022-05-23,5.13
2022-05-24,4.93
2022-05-25,5.13
2022-05-26,5.2
2022-05-27,5.34
2022-05-30,5.4
2022-05-31,5.41
2022-06-01,5.38
2022-06-02,5.32
2022-06-06,5.48
2022-06-07,5.5
2022-06-08,5.46
2022-06-09,5.36
2022-06-10,5.43
2022-06-13,5.31
2022-06-14,5.43
2022-06-15,5.38
2022-06-16,5.37
2022-06-17,5.39
2022-06-20,5.35
2022-06-21,5.29
2022-06-22,5.18
2022-06-23,5.21
2022-06-24,5.22
2022-06-27,5.41
2022-06-28,5.51
2022-06-29,5.35
2022-06-30,5.57
2022-07-01,5.79
2022-07-04,5.71
2022-07-05,5.87
2022-07-06,5.61
2022-07-07,5.61
2022-07-08,5.52
2022-07-11,5.54
2022-07-12,5.39
2022-07-13,5.39
2022-07-14,5.39
2022-07-15,5.26
2022-07-18,5.34
2022-07-19,5.36
2022-07-20,5.37
2022-07-21,5.38
2022-07-22,5.41
2022-07-25,5.29
2022-07-26,5.44
2022-07-27,5.36
2022-07-28,5.33
2022-07-29,5.29
2022-08-01,5.15
2022-08-02,4.98
2022-08-03,4.9
2022-08-04,4.93
",
1379,CN,technical,计算北新建材2023年08月24日的MACD的DEA的值。（标准版：快线12，慢线26，信号线9；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5071,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF),"date,close
2023-03-23,28.21
2023-03-24,27.7
2023-03-27,27.09
2023-03-28,27.09
2023-03-29,26.68
2023-03-30,28.08
2023-03-31,26.84
2023-04-03,27.5
2023-04-04,27.2
2023-04-06,27.4
2023-04-07,28.14
2023-04-10,27.8
2023-04-11,27.8
2023-04-12,27.58
2023-04-13,27.36
2023-04-14,26.72
2023-04-17,27.01
2023-04-18,27.12
2023-04-19,26.22
2023-04-20,26.3
2023-04-21,26.12
2023-04-24,25.99
2023-04-25,25.5
2023-04-26,26.1
2023-04-27,26.17
2023-04-28,26.52
2023-05-04,26.34
2023-05-05,26.11
2023-05-08,25.67
2023-05-09,25.93
2023-05-10,25.94
2023-05-11,25.85
2023-05-12,25.81
2023-05-15,25.92
2023-05-16,25.21
2023-05-17,24.8
2023-05-18,24.74
2023-05-19,25.0
2023-05-22,24.76
2023-05-23,24.54
2023-05-24,23.77
2023-05-25,23.82
2023-05-26,23.37
2023-05-29,23.1
2023-05-30,22.99
2023-05-31,22.73
2023-06-01,22.33
2023-06-02,24.03
2023-06-05,23.91
2023-06-06,24.51
2023-06-07,24.04
2023-06-08,25.16
2023-06-09,24.41
2023-06-12,25.15
2023-06-13,25.15
2023-06-14,25.16
2023-06-15,25.4
2023-06-16,25.34
2023-06-19,24.83
2023-06-20,24.25
2023-06-21,23.97
2023-06-26,24.21
2023-06-27,25.29
2023-06-28,24.99
2023-06-29,24.46
2023-06-30,24.51
2023-07-03,24.75
2023-07-04,25.05
2023-07-05,24.9
2023-07-06,25.01
2023-07-07,24.86
2023-07-10,24.59
2023-07-11,24.43
2023-07-12,24.06
2023-07-13,24.23
2023-07-14,23.93
2023-07-17,24.02
2023-07-18,24.22
2023-07-19,25.32
2023-07-20,25.65
2023-07-21,25.62
2023-07-24,24.54
2023-07-25,26.7
2023-07-26,27.0
2023-07-27,27.12
2023-07-28,27.74
2023-07-31,28.33
2023-08-01,27.85
2023-08-02,28.01
2023-08-03,27.99
2023-08-04,27.83
2023-08-07,27.37
2023-08-08,27.32
2023-08-09,27.03
2023-08-10,27.04
2023-08-11,26.54
2023-08-14,26.76
2023-08-15,26.75
2023-08-16,26.9
2023-08-17,26.65
2023-08-18,26.48
2023-08-21,28.1
2023-08-22,28.97
2023-08-23,28.7
2023-08-24,28.11
",
1380,CN,technical,欧派家居2025年12月05日的MACD的值是？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0115,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2,"date,close
2025-07-04,55.94
2025-07-07,56.3
2025-07-08,56.34
2025-07-09,57.46
2025-07-10,58.16
2025-07-11,59.0
2025-07-14,57.6
2025-07-15,56.88
2025-07-16,57.22
2025-07-17,57.25
2025-07-18,57.92
2025-07-21,58.35
2025-07-22,59.25
2025-07-23,59.88
2025-07-24,60.0
2025-07-25,56.42
2025-07-28,56.16
2025-07-29,53.98
2025-07-30,53.84
2025-07-31,51.55
2025-08-01,51.58
2025-08-04,54.02
2025-08-05,53.28
2025-08-06,53.35
2025-08-07,52.48
2025-08-08,52.03
2025-08-11,52.73
2025-08-12,52.92
2025-08-13,54.0
2025-08-14,53.21
2025-08-15,53.45
2025-08-18,53.51
2025-08-19,52.94
2025-08-20,53.07
2025-08-21,54.1
2025-08-22,54.2
2025-08-25,55.99
2025-08-26,55.92
2025-08-27,54.74
2025-08-28,54.86
2025-08-29,55.34
2025-09-01,55.52
2025-09-02,55.02
2025-09-03,54.6
2025-09-04,54.85
2025-09-05,56.24
2025-09-08,57.35
2025-09-09,59.52
2025-09-10,58.43
2025-09-11,58.11
2025-09-12,57.61
2025-09-15,57.25
2025-09-16,56.55
2025-09-17,56.89
2025-09-18,54.9
2025-09-19,56.24
2025-09-22,55.2
2025-09-23,54.18
2025-09-24,54.13
2025-09-25,53.9
2025-09-26,53.11
2025-09-29,53.1
2025-09-30,53.3
2025-10-09,53.29
2025-10-10,53.62
2025-10-13,53.15
2025-10-14,53.79
2025-10-15,54.28
2025-10-16,53.77
2025-10-17,53.27
2025-10-20,54.0
2025-10-21,53.91
2025-10-22,53.87
2025-10-23,54.05
2025-10-24,53.44
2025-10-27,53.82
2025-10-28,54.08
2025-10-29,53.88
2025-10-30,53.71
2025-10-31,53.5
2025-11-03,52.8
2025-11-04,51.9
2025-11-05,51.67
2025-11-06,51.72
2025-11-07,51.52
2025-11-10,52.25
2025-11-11,53.57
2025-11-12,53.73
2025-11-13,53.39
2025-11-14,53.32
2025-11-17,52.53
2025-11-18,52.58
2025-11-19,52.75
2025-11-20,54.26
2025-11-21,53.2
2025-11-24,52.35
2025-11-25,53.03
2025-11-26,53.5
2025-11-27,53.62
2025-11-28,53.19
2025-12-01,53.69
2025-12-02,54.0
2025-12-03,54.15
2025-12-04,52.91
2025-12-05,52.33
",
1381,CN,technical,2024年06月04日，中航西飞的MACD是多少？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1999,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2,"date,close
2023-12-25,22.5
2023-12-26,22.26
2023-12-27,22.02
2023-12-28,22.22
2023-12-29,22.37
2024-01-02,22.42
2024-01-03,22.1
2024-01-04,21.59
2024-01-05,20.88
2024-01-08,20.18
2024-01-09,20.0
2024-01-10,19.78
2024-01-11,20.06
2024-01-12,20.02
2024-01-15,19.24
2024-01-16,19.4
2024-01-17,19.18
2024-01-18,19.6
2024-01-19,19.36
2024-01-22,19.0
2024-01-23,19.29
2024-01-24,19.72
2024-01-25,20.52
2024-01-26,20.56
2024-01-29,20.3
2024-01-30,20.12
2024-01-31,19.29
2024-02-01,19.29
2024-02-02,18.72
2024-02-05,18.28
2024-02-06,19.48
2024-02-07,19.86
2024-02-08,20.09
2024-02-19,20.3
2024-02-20,20.19
2024-02-21,20.4
2024-02-22,20.46
2024-02-23,20.54
2024-02-26,20.63
2024-02-27,20.8
2024-02-28,20.26
2024-02-29,20.83
2024-03-01,21.37
2024-03-04,21.29
2024-03-05,21.62
2024-03-06,21.74
2024-03-07,21.17
2024-03-08,21.24
2024-03-11,21.85
2024-03-12,22.23
2024-03-13,22.4
2024-03-14,21.85
2024-03-15,21.99
2024-03-18,22.55
2024-03-19,22.52
2024-03-20,22.35
2024-03-21,22.38
2024-03-22,21.81
2024-03-25,21.55
2024-03-26,21.58
2024-03-27,20.9
2024-03-28,21.5
2024-03-29,21.64
2024-04-01,21.84
2024-04-02,21.36
2024-04-03,20.9
2024-04-08,20.7
2024-04-09,20.79
2024-04-10,20.29
2024-04-11,20.23
2024-04-12,20.06
2024-04-15,20.69
2024-04-16,20.21
2024-04-17,20.67
2024-04-18,20.95
2024-04-19,21.36
2024-04-22,21.9
2024-04-23,21.52
2024-04-24,21.98
2024-04-25,21.86
2024-04-26,21.95
2024-04-29,22.49
2024-04-30,22.32
2024-05-06,22.32
2024-05-07,23.49
2024-05-08,23.21
2024-05-09,24.45
2024-05-10,24.3
2024-05-13,24.5
2024-05-14,24.39
2024-05-15,23.99
2024-05-16,23.9
2024-05-17,24.22
2024-05-20,24.94
2024-05-21,24.73
2024-05-22,24.44
2024-05-23,24.02
2024-05-24,23.55
2024-05-27,23.79
2024-05-28,24.13
2024-05-29,24.1
2024-05-30,24.34
2024-05-31,24.17
2024-06-03,24.01
2024-06-04,24.35
",
1382,CN,technical,江苏银行的MACD在2022年04月07日为多少？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1915,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2,"date,close
2021-11-02,6.48
2021-11-03,6.49
2021-11-04,6.34
2021-11-05,6.32
2021-11-08,6.17
2021-11-09,6.18
2021-11-10,6.15
2021-11-11,6.33
2021-11-12,6.38
2021-11-15,6.38
2021-11-16,6.29
2021-11-17,6.15
2021-11-18,6.12
2021-11-19,6.18
2021-11-22,6.07
2021-11-23,6.05
2021-11-24,6.01
2021-11-25,6.01
2021-11-26,5.94
2021-11-29,5.9
2021-11-30,5.89
2021-12-01,5.97
2021-12-02,5.97
2021-12-03,5.97
2021-12-06,6.01
2021-12-07,6.08
2021-12-08,6.03
2021-12-09,6.09
2021-12-10,6.03
2021-12-13,6.0
2021-12-14,5.91
2021-12-15,5.91
2021-12-16,5.92
2021-12-17,5.86
2021-12-20,5.73
2021-12-21,5.87
2021-12-22,5.83
2021-12-23,5.82
2021-12-24,5.78
2021-12-27,5.79
2021-12-28,5.81
2021-12-29,5.81
2021-12-30,5.81
2021-12-31,5.83
2022-01-04,5.97
2022-01-05,6.06
2022-01-06,6.04
2022-01-07,6.2
2022-01-10,6.24
2022-01-11,6.44
2022-01-12,6.58
2022-01-13,6.73
2022-01-14,6.47
2022-01-17,6.51
2022-01-18,6.74
2022-01-19,6.72
2022-01-20,6.85
2022-01-21,6.81
2022-01-24,6.83
2022-01-25,6.68
2022-01-26,6.72
2022-01-27,6.71
2022-01-28,6.58
2022-02-07,6.8
2022-02-08,6.88
2022-02-09,6.81
2022-02-10,6.91
2022-02-11,7.05
2022-02-14,6.78
2022-02-15,6.68
2022-02-16,6.75
2022-02-17,6.76
2022-02-18,6.92
2022-02-21,6.89
2022-02-22,6.84
2022-02-23,6.78
2022-02-24,6.66
2022-02-25,6.65
2022-02-28,6.65
2022-03-01,6.84
2022-03-02,6.83
2022-03-03,6.92
2022-03-04,6.94
2022-03-07,6.81
2022-03-08,6.61
2022-03-09,6.52
2022-03-10,6.69
2022-03-11,6.64
2022-03-14,6.37
2022-03-15,6.02
2022-03-16,6.26
2022-03-17,6.26
2022-03-18,6.49
2022-03-21,6.39
2022-03-22,6.61
2022-03-23,6.65
2022-03-24,6.79
2022-03-25,6.71
2022-03-28,6.72
2022-03-29,6.75
2022-03-30,6.81
2022-03-31,7.05
2022-04-01,7.32
2022-04-06,7.44
2022-04-07,7.3
",
1383,CN,technical,对于MACD，今世缘2024年10月21日的值是多少？（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1956,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2,"date,close
2024-05-16,55.93
2024-05-17,57.6
2024-05-20,57.18
2024-05-21,56.64
2024-05-22,56.01
2024-05-23,54.44
2024-05-24,53.36
2024-05-27,54.13
2024-05-28,53.13
2024-05-29,53.45
2024-05-30,53.1
2024-05-31,53.04
2024-06-03,53.0
2024-06-04,53.4
2024-06-05,52.82
2024-06-06,52.43
2024-06-07,51.72
2024-06-11,51.27
2024-06-12,50.43
2024-06-13,49.65
2024-06-14,49.54
2024-06-17,49.05
2024-06-18,48.48
2024-06-19,48.01
2024-06-20,47.55
2024-06-21,47.66
2024-06-24,48.27
2024-06-25,48.19
2024-06-26,48.54
2024-06-27,47.45
2024-06-28,46.2
2024-07-01,46.37
2024-07-02,48.08
2024-07-03,47.95
2024-07-04,47.8
2024-07-05,47.22
2024-07-08,45.59
2024-07-09,46.24
2024-07-10,46.16
2024-07-11,47.86
2024-07-12,48.25
2024-07-15,48.15
2024-07-16,48.05
2024-07-17,49.75
2024-07-18,49.86
2024-07-19,51.03
2024-07-22,49.17
2024-07-23,46.55
2024-07-24,45.63
2024-07-25,46.4
2024-07-26,45.8
2024-07-29,43.3
2024-07-30,42.66
2024-07-31,44.2
2024-08-01,43.11
2024-08-02,42.95
2024-08-05,42.98
2024-08-06,43.65
2024-08-07,44.18
2024-08-08,46.3
2024-08-09,45.54
2024-08-12,45.14
2024-08-13,43.9
2024-08-14,43.22
2024-08-15,43.18
2024-08-16,42.99
2024-08-19,41.72
2024-08-20,41.21
2024-08-21,40.81
2024-08-22,39.39
2024-08-23,39.2
2024-08-26,38.06
2024-08-27,37.55
2024-08-28,37.4
2024-08-29,38.02
2024-08-30,39.16
2024-09-02,38.57
2024-09-03,39.22
2024-09-04,38.91
2024-09-05,39.03
2024-09-06,38.61
2024-09-09,38.06
2024-09-10,38.12
2024-09-11,37.68
2024-09-12,36.67
2024-09-13,35.59
2024-09-18,36.06
2024-09-19,37.4
2024-09-20,37.62
2024-09-23,38.27
2024-09-24,39.82
2024-09-25,39.0
2024-09-26,42.9
2024-09-27,46.85
2024-09-30,51.54
2024-10-08,54.53
2024-10-09,49.08
2024-10-10,48.51
2024-10-11,46.28
2024-10-14,47.64
2024-10-15,45.8
2024-10-16,45.28
2024-10-17,44.25
2024-10-18,45.49
2024-10-21,45.93
",
1384,CN,technical,计算用友网络2024年02月06日的MACD的值。（标准版：快线12，慢线26，信号线9，A股MACD柱乘2；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3066,easy,trend,DIF = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)；DEA = EMA_{n_{signal}}(DIF)；MACD = (DIF - DEA) * 2,"date,close
2023-09-04,18.1
2023-09-05,17.88
2023-09-06,17.84
2023-09-07,17.32
2023-09-08,17.12
2023-09-11,17.36
2023-09-12,17.51
2023-09-13,17.02
2023-09-14,16.8
2023-09-15,16.89
2023-09-18,17.09
2023-09-19,16.73
2023-09-20,16.6
2023-09-21,16.39
2023-09-22,16.86
2023-09-25,16.32
2023-09-26,16.44
2023-09-27,16.54
2023-09-28,16.62
2023-10-09,16.88
2023-10-10,16.76
2023-10-11,17.3
2023-10-12,17.24
2023-10-13,17.0
2023-10-16,16.59
2023-10-17,16.71
2023-10-18,16.32
2023-10-19,16.03
2023-10-20,15.36
2023-10-23,15.27
2023-10-24,15.37
2023-10-25,15.48
2023-10-26,15.68
2023-10-27,16.14
2023-10-30,16.43
2023-10-31,16.37
2023-11-01,16.27
2023-11-02,16.18
2023-11-03,16.55
2023-11-06,17.16
2023-11-07,17.17
2023-11-08,17.52
2023-11-09,17.29
2023-11-10,17.13
2023-11-13,17.43
2023-11-14,17.57
2023-11-15,17.65
2023-11-16,17.45
2023-11-17,17.47
2023-11-20,17.87
2023-11-21,17.77
2023-11-22,17.6
2023-11-23,17.68
2023-11-24,17.31
2023-11-27,17.22
2023-11-28,17.08
2023-11-29,16.89
2023-11-30,16.71
2023-12-01,17.16
2023-12-04,17.31
2023-12-05,16.67
2023-12-06,16.85
2023-12-07,17.24
2023-12-08,17.94
2023-12-11,18.06
2023-12-12,18.1
2023-12-13,18.01
2023-12-14,18.12
2023-12-15,17.81
2023-12-18,17.58
2023-12-19,17.73
2023-12-20,17.05
2023-12-21,17.29
2023-12-22,17.09
2023-12-25,16.78
2023-12-26,16.7
2023-12-27,16.61
2023-12-28,17.48
2023-12-29,17.79
2024-01-02,17.4
2024-01-03,17.28
2024-01-04,16.91
2024-01-05,16.49
2024-01-08,15.76
2024-01-09,15.31
2024-01-10,15.03
2024-01-11,14.93
2024-01-12,14.05
2024-01-15,13.9
2024-01-16,13.53
2024-01-17,13.2
2024-01-18,13.38
2024-01-19,13.16
2024-01-22,12.6
2024-01-23,12.9
2024-01-24,12.67
2024-01-25,12.96
2024-01-26,12.66
2024-01-29,12.33
2024-01-30,11.91
2024-01-31,11.19
2024-02-01,11.21
2024-02-02,10.71
2024-02-05,9.92
2024-02-06,10.64
",
1385,CN,technical,昆仑万维2023年05月25日的抛物线SAR的值是？（初始alpha=0.02，步长0.02，最大值0.20；从前10个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,50.78,easy,trend,SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af,"date,high,low,close
2023-05-11,61.5,58.02,58.19
2023-05-12,59.88,56.75,57.3
2023-05-15,60.69,57.1,60.35
2023-05-16,62.58,54.11,54.78
2023-05-17,56.3,51.95,54.05
2023-05-18,60.48,53.78,58.7
2023-05-19,58.6,52.88,53.45
2023-05-22,54.24,51.74,52.86
2023-05-23,53.3,50.8,51.24
2023-05-24,53.19,50.78,52.36
2023-05-25,53.42,47.69,50.8
",
1386,CN,technical,2023年11月21日，德业股份的抛物线SAR是多少？（初始alpha=0.02，步长0.02，最大值0.20；从前10个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,74.2,easy,trend,SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af,"date,high,low,close
2023-11-07,74.74,72.7,74.45
2023-11-08,75.78,73.6,74.86
2023-11-09,76.6,74.18,75.05
2023-11-10,74.66,73.25,73.94
2023-11-13,75.18,73.7,74.38
2023-11-14,74.78,72.68,73.41
2023-11-15,76.6,74.41,74.92
2023-11-16,74.65,72.14,72.18
2023-11-17,73.48,71.7,72.85
2023-11-20,74.2,71.39,72.94
2023-11-21,73.42,70.9,71.2
",
1387,CN,technical,民生银行的抛物线SAR在2024年02月01日为多少？（初始alpha=0.02，步长0.02，最大值0.20；从前10个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.8198,easy,trend,SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af,"date,high,low,close
2024-01-18,3.82,3.65,3.75
2024-01-19,3.78,3.7,3.77
2024-01-22,3.81,3.72,3.74
2024-01-23,3.76,3.69,3.74
2024-01-24,3.84,3.75,3.83
2024-01-25,3.89,3.83,3.88
2024-01-26,4.0,3.89,4.0
2024-01-29,4.03,3.95,3.98
2024-01-30,4.01,3.93,3.96
2024-01-31,3.98,3.91,3.95
2024-02-01,3.96,3.89,3.92
",
1388,CN,technical,对于抛物线SAR，招商轮船2020年06月09日的值是多少？（初始alpha=0.02，步长0.02，最大值0.20；从前10个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.94,easy,trend,SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af,"date,high,low,close
2020-05-26,5.83,5.69,5.82
2020-05-27,5.8,5.64,5.7
2020-05-28,6.05,5.8,5.88
2020-05-29,5.92,5.72,5.92
2020-06-01,6.05,5.88,6.0
2020-06-02,6.05,5.93,5.99
2020-06-03,6.01,5.88,5.9
2020-06-04,5.97,5.75,5.8
2020-06-05,5.88,5.76,5.85
2020-06-08,5.94,5.83,5.86
2020-06-09,6.19,5.9,6.13
",
1389,CN,technical,计算中信特钢2020年04月17日的抛物线SAR的值。（初始alpha=0.02，步长0.02，最大值0.20；从前10个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26.0379,easy,trend,SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1})；EP 为当前趋势的极值点（多头取最高、空头取最低）；AF 从 initial_af 起步，每次刷新极值累加 step_af 至 max_af；趋势翻转时 SAR 取上一段 EP、AF 重置为 initial_af,"date,high,low,close
2020-04-02,25.7,24.73,25.68
2020-04-03,26.8,25.63,26.51
2020-04-07,27.26,26.67,27.13
2020-04-08,27.5,26.9,27.33
2020-04-09,27.65,27.15,27.21
2020-04-10,27.45,26.62,26.69
2020-04-13,26.95,26.54,26.74
2020-04-14,27.43,26.75,27.25
2020-04-15,27.38,26.74,26.75
2020-04-16,27.0,26.33,26.79
2020-04-17,27.11,26.62,26.78
",
1390,CN,technical,青岛港2024年07月23日的随机RSI的值是？（标准版：周期14；从前27个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,easy,momentum,"RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})","date,close
2024-06-11,8.5
2024-06-12,8.58
2024-06-13,8.58
2024-06-14,8.74
2024-06-17,8.81
2024-06-18,9.03
2024-06-19,8.98
2024-06-20,9.32
2024-06-21,9.34
2024-06-24,9.2
2024-06-25,9.25
2024-06-26,9.24
2024-06-27,9.31
2024-06-28,9.56
2024-07-01,9.67
2024-07-02,9.64
2024-07-03,9.6
2024-07-04,9.7
2024-07-05,9.66
2024-07-08,9.61
2024-07-09,9.89
2024-07-15,9.43
2024-07-16,9.5
2024-07-17,9.22
2024-07-18,9.43
2024-07-19,9.32
2024-07-22,9.31
2024-07-23,9.35
",
1391,CN,technical,2025年04月18日，潞安环能的随机RSI是多少？（标准版：周期14；从前27个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5078,easy,momentum,"RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})","date,close
2025-03-11,12.2
2025-03-12,12.2
2025-03-13,12.76
2025-03-14,12.68
2025-03-17,12.76
2025-03-18,12.65
2025-03-19,12.58
2025-03-20,12.49
2025-03-21,12.51
2025-03-24,12.4
2025-03-25,12.6
2025-03-26,12.73
2025-03-27,12.5
2025-03-28,12.17
2025-03-31,12.03
2025-04-01,12.27
2025-04-02,12.24
2025-04-03,12.27
2025-04-07,11.15
2025-04-08,11.61
2025-04-09,11.56
2025-04-10,11.64
2025-04-11,11.54
2025-04-14,11.78
2025-04-15,11.61
2025-04-16,11.59
2025-04-17,11.56
2025-04-18,11.42
",
1392,CN,technical,中泰证券的随机RSI在2025年11月04日为多少？（标准版：周期14；从前27个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,easy,momentum,"RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})","date,close
2025-09-18,6.88
2025-09-19,6.82
2025-09-22,6.83
2025-09-23,6.75
2025-09-24,6.87
2025-09-25,6.8
2025-09-26,6.81
2025-09-29,7.03
2025-09-30,6.95
2025-10-09,7.15
2025-10-10,7.14
2025-10-13,7.1
2025-10-14,7.07
2025-10-15,7.07
2025-10-16,7.02
2025-10-17,6.86
2025-10-20,6.87
2025-10-21,6.91
2025-10-22,6.88
2025-10-23,6.92
2025-10-24,6.95
2025-10-27,6.99
2025-10-28,6.96
2025-10-29,7.06
2025-10-30,6.99
2025-10-31,6.98
2025-11-03,6.92
2025-11-04,6.89
",
1393,CN,technical,对于随机RSI，四川路桥2025年01月14日的值是多少？（标准版：周期14；从前27个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5317,easy,momentum,"RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})","date,close
2024-12-05,7.61
2024-12-06,7.72
2024-12-09,7.71
2024-12-10,7.65
2024-12-11,7.62
2024-12-12,7.56
2024-12-13,7.4
2024-12-16,7.38
2024-12-17,7.41
2024-12-18,7.44
2024-12-19,7.54
2024-12-20,7.55
2024-12-23,7.43
2024-12-24,7.48
2024-12-25,7.37
2024-12-26,7.3
2024-12-27,7.29
2024-12-30,7.34
2024-12-31,7.28
2025-01-02,7.13
2025-01-03,7.08
2025-01-06,7.24
2025-01-07,7.21
2025-01-08,7.36
2025-01-09,7.3
2025-01-10,7.08
2025-01-13,7.08
2025-01-14,7.16
",
1394,CN,technical,计算洋河股份2024年12月05日的随机RSI的值。（标准版：周期14；从前27个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2712,easy,momentum,"RSI_t = 100 - 100 / (1 + SMA(Gain, n) / SMA(Loss, n))；StochRSI_t = (RSI_t - min_{i=0}^{k-1} RSI_{t-i}) / (max_{i=0}^{k-1} RSI_{t-i} - min_{i=0}^{k-1} RSI_{t-i})","date,close
2024-10-29,85.38
2024-10-30,84.63
2024-10-31,80.39
2024-11-01,80.52
2024-11-04,82.67
2024-11-05,86.15
2024-11-06,87.91
2024-11-07,93.95
2024-11-08,91.85
2024-11-11,89.95
2024-11-12,89.23
2024-11-13,89.32
2024-11-14,89.96
2024-11-15,89.45
2024-11-18,87.53
2024-11-19,87.2
2024-11-20,87.36
2024-11-21,87.16
2024-11-22,84.5
2024-11-25,84.25
2024-11-26,84.42
2024-11-27,85.43
2024-11-28,85.09
2024-11-29,85.75
2024-12-02,86.94
2024-12-03,86.4
2024-12-04,85.46
2024-12-05,85.12
",
1395,CN,technical,正泰电器2022年08月10日的百分比价格振荡的值是？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.4733,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2022-03-09,45.98
2022-03-10,46.3
2022-03-11,45.5
2022-03-14,43.55
2022-03-15,42.48
2022-03-16,43.28
2022-03-17,42.99
2022-03-18,42.0
2022-03-21,43.83
2022-03-22,43.88
2022-03-23,44.28
2022-03-24,42.97
2022-03-25,40.87
2022-03-28,40.06
2022-03-29,38.63
2022-03-30,41.25
2022-03-31,39.58
2022-04-01,39.37
2022-04-06,38.3
2022-04-07,37.44
2022-04-08,36.65
2022-04-11,35.06
2022-04-12,34.31
2022-04-13,33.34
2022-04-14,32.6
2022-04-15,33.49
2022-04-18,35.41
2022-04-19,34.74
2022-04-20,33.74
2022-04-21,32.35
2022-04-22,31.69
2022-04-25,29.39
2022-04-26,28.47
2022-04-27,30.0
2022-04-28,31.0
2022-04-29,32.69
2022-05-05,33.21
2022-05-06,32.17
2022-05-09,32.75
2022-05-10,33.59
2022-05-11,35.24
2022-05-12,35.21
2022-05-13,34.81
2022-05-16,33.98
2022-05-17,34.99
2022-05-18,35.45
2022-05-19,36.26
2022-05-20,35.62
2022-05-23,35.65
2022-05-24,34.38
2022-05-25,34.95
2022-05-26,34.9
2022-05-27,34.16
2022-05-30,34.1
2022-05-31,36.67
2022-06-01,36.2
2022-06-02,36.89
2022-06-06,37.94
2022-06-07,37.44
2022-06-08,36.1
2022-06-09,35.0
2022-06-10,35.28
2022-06-13,35.55
2022-06-14,33.99
2022-06-15,33.97
2022-06-16,34.19
2022-06-17,35.24
2022-06-20,36.13
2022-06-21,35.86
2022-06-22,35.33
2022-06-23,37.2
2022-06-24,37.28
2022-06-27,37.17
2022-06-28,37.29
2022-06-29,35.34
2022-06-30,35.78
2022-07-01,35.31
2022-07-04,36.26
2022-07-05,38.1
2022-07-06,38.0
2022-07-07,37.52
2022-07-08,36.64
2022-07-11,34.8
2022-07-12,33.88
2022-07-13,34.39
2022-07-14,37.83
2022-07-15,39.95
2022-07-18,40.4
2022-07-19,39.24
2022-07-20,39.1
2022-07-21,38.1
2022-07-22,37.5
2022-07-25,36.58
2022-07-26,36.95
2022-07-27,37.88
2022-07-28,36.53
2022-07-29,36.7
2022-08-01,35.95
2022-08-02,34.34
2022-08-03,33.77
2022-08-04,34.06
2022-08-05,35.07
2022-08-08,35.3
2022-08-09,35.07
2022-08-10,34.86
",
1396,CN,technical,2022年02月23日，交通银行的百分比价格振荡是多少？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2575,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2021-09-13,4.61
2021-09-14,4.54
2021-09-15,4.54
2021-09-16,4.51
2021-09-17,4.5
2021-09-22,4.45
2021-09-23,4.5
2021-09-24,4.48
2021-09-27,4.46
2021-09-28,4.49
2021-09-29,4.49
2021-09-30,4.5
2021-10-08,4.55
2021-10-11,4.57
2021-10-12,4.57
2021-10-13,4.56
2021-10-14,4.54
2021-10-15,4.55
2021-10-18,4.52
2021-10-19,4.53
2021-10-20,4.52
2021-10-21,4.56
2021-10-22,4.55
2021-10-25,4.56
2021-10-26,4.54
2021-10-27,4.52
2021-10-28,4.51
2021-10-29,4.52
2021-11-01,4.69
2021-11-02,4.56
2021-11-03,4.57
2021-11-04,4.6
2021-11-05,4.62
2021-11-08,4.63
2021-11-09,4.63
2021-11-10,4.59
2021-11-11,4.66
2021-11-12,4.63
2021-11-15,4.66
2021-11-16,4.65
2021-11-17,4.63
2021-11-18,4.61
2021-11-19,4.65
2021-11-22,4.63
2021-11-23,4.64
2021-11-24,4.63
2021-11-25,4.62
2021-11-26,4.59
2021-11-29,4.58
2021-11-30,4.57
2021-12-01,4.6
2021-12-02,4.61
2021-12-03,4.62
2021-12-06,4.62
2021-12-07,4.64
2021-12-08,4.61
2021-12-09,4.63
2021-12-10,4.61
2021-12-13,4.57
2021-12-14,4.54
2021-12-15,4.52
2021-12-16,4.54
2021-12-17,4.53
2021-12-20,4.53
2021-12-21,4.55
2021-12-22,4.54
2021-12-23,4.55
2021-12-24,4.55
2021-12-27,4.57
2021-12-28,4.58
2021-12-29,4.59
2021-12-30,4.6
2021-12-31,4.61
2022-01-04,4.62
2022-01-05,4.66
2022-01-06,4.65
2022-01-07,4.73
2022-01-10,4.75
2022-01-11,4.78
2022-01-12,4.76
2022-01-13,4.81
2022-01-14,4.73
2022-01-17,4.7
2022-01-18,4.8
2022-01-19,4.8
2022-01-20,4.83
2022-01-21,4.81
2022-01-24,4.78
2022-01-25,4.74
2022-01-26,4.82
2022-01-27,4.79
2022-01-28,4.74
2022-02-07,4.87
2022-02-08,4.94
2022-02-09,4.92
2022-02-10,4.98
2022-02-11,5.01
2022-02-14,4.92
2022-02-15,4.88
2022-02-16,4.94
2022-02-17,4.93
2022-02-18,4.99
2022-02-21,4.97
2022-02-22,4.95
2022-02-23,4.91
",
1397,CN,technical,同花顺的百分比价格振荡在2025年12月17日为多少？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-2.1888,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2025-07-16,275.01
2025-07-17,275.0
2025-07-18,275.09
2025-07-21,276.95
2025-07-22,282.52
2025-07-23,287.51
2025-07-24,294.47
2025-07-25,289.12
2025-07-28,292.19
2025-07-29,294.2
2025-07-30,292.77
2025-07-31,283.6
2025-08-01,290.9
2025-08-04,288.52
2025-08-05,293.27
2025-08-06,292.7
2025-08-07,291.74
2025-08-08,286.8
2025-08-11,307.62
2025-08-12,318.05
2025-08-13,323.8
2025-08-14,315.81
2025-08-15,367.2
2025-08-18,404.9
2025-08-19,389.28
2025-08-20,386.5
2025-08-21,380.56
2025-08-22,400.82
2025-08-25,398.35
2025-08-26,402.0
2025-08-27,400.17
2025-08-28,407.2
2025-08-29,413.14
2025-09-01,397.41
2025-09-02,383.96
2025-09-03,372.02
2025-09-04,360.09
2025-09-05,361.5
2025-09-08,343.6
2025-09-09,348.0
2025-09-10,351.4
2025-09-11,367.41
2025-09-12,365.11
2025-09-15,370.88
2025-09-16,376.03
2025-09-17,390.42
2025-09-18,366.91
2025-09-19,360.62
2025-09-22,369.01
2025-09-23,358.96
2025-09-24,363.59
2025-09-25,367.0
2025-09-26,359.9
2025-09-29,379.6
2025-09-30,371.77
2025-10-09,380.29
2025-10-10,366.18
2025-10-13,360.0
2025-10-14,350.9
2025-10-15,356.5
2025-10-16,355.22
2025-10-17,340.15
2025-10-20,347.59
2025-10-21,352.54
2025-10-22,351.01
2025-10-23,356.29
2025-10-24,361.89
2025-10-27,362.09
2025-10-28,366.98
2025-10-29,387.2
2025-10-30,367.08
2025-10-31,363.26
2025-11-03,358.89
2025-11-04,352.01
2025-11-05,353.22
2025-11-06,360.11
2025-11-07,350.08
2025-11-10,356.67
2025-11-11,346.69
2025-11-12,332.44
2025-11-13,339.6
2025-11-14,331.5
2025-11-17,329.83
2025-11-18,331.02
2025-11-19,331.71
2025-11-20,323.92
2025-11-21,314.75
2025-11-24,319.5
2025-11-25,320.01
2025-11-26,321.88
2025-11-27,319.39
2025-11-28,321.2
2025-12-01,325.98
2025-12-02,317.17
2025-12-03,315.41
2025-12-04,316.3
2025-12-05,328.81
2025-12-08,330.07
2025-12-09,324.31
2025-12-10,324.97
2025-12-11,315.2
2025-12-12,316.94
2025-12-15,309.0
2025-12-16,307.06
2025-12-17,316.64
",
1398,CN,technical,对于百分比价格振荡，中微公司2020年04月21日的值是多少？（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.4542,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2019-11-15,70.4
2019-11-18,69.98
2019-11-19,72.45
2019-11-20,71.8
2019-11-21,70.78
2019-11-22,68.57
2019-11-25,65.15
2019-11-26,65.06
2019-11-27,66.66
2019-11-28,67.37
2019-11-29,66.81
2019-12-02,66.9
2019-12-03,65.0
2019-12-04,70.48
2019-12-05,71.7
2019-12-06,74.8
2019-12-09,78.4
2019-12-10,79.45
2019-12-11,78.04
2019-12-12,82.61
2019-12-13,83.0
2019-12-16,83.3
2019-12-17,83.32
2019-12-18,84.16
2019-12-19,79.9
2019-12-20,79.02
2019-12-23,75.41
2019-12-24,79.1
2019-12-25,89.0
2019-12-26,91.4
2019-12-27,95.0
2019-12-30,93.31
2019-12-31,92.4
2020-01-02,103.85
2020-01-03,103.96
2020-01-06,103.06
2020-01-07,107.0
2020-01-08,117.97
2020-01-09,118.08
2020-01-10,115.5
2020-01-13,134.0
2020-01-14,135.01
2020-01-15,147.0
2020-01-16,171.01
2020-01-17,196.01
2020-01-20,177.61
2020-01-21,170.55
2020-01-22,200.9
2020-01-23,183.38
2020-02-03,150.3
2020-02-04,177.66
2020-02-05,179.21
2020-02-06,183.0
2020-02-07,195.66
2020-02-10,193.11
2020-02-11,204.0
2020-02-12,205.6
2020-02-13,216.0
2020-02-14,205.1
2020-02-17,205.48
2020-02-18,210.0
2020-02-19,203.07
2020-02-20,192.4
2020-02-21,192.99
2020-02-24,197.33
2020-02-25,216.25
2020-02-26,195.0
2020-02-27,180.21
2020-02-28,161.6
2020-03-02,160.0
2020-03-03,165.89
2020-03-04,154.3
2020-03-05,158.31
2020-03-06,152.73
2020-03-09,140.12
2020-03-10,156.6
2020-03-11,149.45
2020-03-12,151.35
2020-03-13,165.93
2020-03-16,168.0
2020-03-17,174.24
2020-03-18,163.03
2020-03-19,165.3
2020-03-20,160.57
2020-03-23,138.18
2020-03-24,142.0
2020-03-25,144.8
2020-03-26,140.03
2020-03-27,140.42
2020-03-30,136.81
2020-03-31,137.8
2020-04-01,139.0
2020-04-02,151.2
2020-04-03,146.5
2020-04-07,149.63
2020-04-08,148.8
2020-04-09,145.75
2020-04-10,137.38
2020-04-13,137.2
2020-04-14,141.6
2020-04-15,150.86
2020-04-16,152.86
2020-04-17,161.0
2020-04-20,161.13
2020-04-21,154.0
",
1399,CN,technical,计算中远海能2021年06月16日的百分比价格振荡的值。（标准版：快线12，慢线26；从前104个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.0036,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2021-01-07,6.93
2021-01-08,6.99
2021-01-11,6.7
2021-01-12,6.93
2021-01-13,7.34
2021-01-14,7.26
2021-01-15,7.06
2021-01-18,7.33
2021-01-19,7.14
2021-01-20,7.04
2021-01-21,7.09
2021-01-22,7.22
2021-01-25,7.06
2021-01-26,7.18
2021-01-27,7.03
2021-01-28,6.5
2021-01-29,6.36
2021-02-01,6.3
2021-02-02,6.31
2021-02-03,6.18
2021-02-04,6.03
2021-02-05,6.05
2021-02-08,6.07
2021-02-09,6.23
2021-02-10,6.17
2021-02-18,6.41
2021-02-19,6.5
2021-02-22,6.57
2021-02-23,6.45
2021-02-24,6.48
2021-02-25,6.52
2021-02-26,6.33
2021-03-01,6.33
2021-03-02,6.25
2021-03-03,6.35
2021-03-04,6.48
2021-03-05,6.52
2021-03-08,6.45
2021-03-09,6.67
2021-03-10,6.45
2021-03-11,6.68
2021-03-12,6.61
2021-03-15,6.64
2021-03-16,6.61
2021-03-17,6.69
2021-03-18,6.65
2021-03-19,6.6
2021-03-22,6.63
2021-03-23,6.48
2021-03-24,6.33
2021-03-25,6.37
2021-03-26,6.41
2021-03-29,6.46
2021-03-30,6.47
2021-03-31,6.64
2021-04-01,6.58
2021-04-02,6.46
2021-04-06,6.43
2021-04-07,7.0
2021-04-08,6.62
2021-04-09,6.63
2021-04-12,6.48
2021-04-13,6.45
2021-04-14,6.47
2021-04-15,6.39
2021-04-16,6.51
2021-04-19,6.51
2021-04-20,6.45
2021-04-21,6.34
2021-04-22,6.36
2021-04-23,6.29
2021-04-26,6.24
2021-04-27,6.29
2021-04-28,6.25
2021-04-29,6.34
2021-04-30,6.09
2021-05-06,6.18
2021-05-07,6.3
2021-05-10,6.38
2021-05-11,6.32
2021-05-12,6.31
2021-05-13,6.26
2021-05-14,6.27
2021-05-17,6.31
2021-05-18,6.28
2021-05-19,6.24
2021-05-20,6.13
2021-05-21,6.23
2021-05-24,6.18
2021-05-25,6.2
2021-05-26,6.2
2021-05-27,6.14
2021-05-28,6.18
2021-05-31,6.11
2021-06-01,6.13
2021-06-02,6.14
2021-06-03,6.11
2021-06-04,6.07
2021-06-07,6.07
2021-06-08,6.07
2021-06-09,6.04
2021-06-10,6.22
2021-06-11,6.13
2021-06-15,6.06
2021-06-16,5.99
",
1400,CN,technical,传音控股2023年08月01日的真实波幅的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.05,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2023-07-31,124.18,120.68,122.73
2023-08-01,128.05,121.0,127.13
",
1401,CN,technical,2023年02月16日，东方盛虹的真实波幅是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.75,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2023-02-15,16.29,15.69,15.78
2023-02-16,15.84,15.09,15.26
",
1402,CN,technical,润泽科技的真实波幅在2021年12月31日为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.58,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2021-12-30,44.3,43.2,43.45
2021-12-31,43.48,41.9,42.86
",
1403,CN,technical,对于真实波幅，招商轮船2020年02月28日的值是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2020-02-27,5.46,5.3,5.33
2020-02-28,5.26,5.03,5.06
",
1404,CN,technical,计算中国交建2023年02月22日的真实波幅的值。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.28,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2023-02-21,9.38,9.15,9.3
2023-02-22,9.5,9.22,9.38
",
1405,CN,technical,"华泰证券2024年10月30日的蔡金波动率的值是？（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.3914,easy,volatility,HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2024-08-12,12.98,12.83
2024-08-13,12.92,12.74
2024-08-14,12.93,12.77
2024-08-15,13.05,12.73
2024-08-16,12.59,12.43
2024-08-19,12.63,12.45
2024-08-20,12.59,12.44
2024-08-21,12.58,12.37
2024-08-22,12.49,12.2
2024-08-23,12.49,12.2
2024-08-26,12.54,12.41
2024-08-27,12.49,12.3
2024-08-28,12.4,12.25
2024-08-29,12.53,12.34
2024-08-30,12.76,12.35
2024-09-02,12.74,12.42
2024-09-03,12.57,12.34
2024-09-04,12.52,12.37
2024-09-05,12.63,12.38
2024-09-06,13.05,12.75
2024-09-09,12.95,12.73
2024-09-10,12.88,12.67
2024-09-11,13.0,12.76
2024-09-12,12.97,12.82
2024-09-13,13.0,12.8
2024-09-18,12.9,12.71
2024-09-19,13.22,12.79
2024-09-20,13.06,12.94
2024-09-23,13.16,12.96
2024-09-24,13.77,13.11
2024-09-25,14.46,14.0
2024-09-26,14.73,14.01
2024-09-27,16.0,14.85
2024-09-30,17.6,16.89
2024-10-08,19.36,18.9
2024-10-09,19.9,17.79
2024-10-10,18.38,16.86
2024-10-11,17.5,16.83
2024-10-14,17.19,16.48
2024-10-15,17.04,16.27
2024-10-16,16.71,16.0
2024-10-17,17.07,16.33
2024-10-18,18.15,16.33
2024-10-21,17.49,16.96
2024-10-22,17.52,17.19
2024-10-23,17.64,17.29
2024-10-24,17.37,17.09
2024-10-25,17.38,17.09
2024-10-28,17.34,17.07
2024-10-29,17.62,17.15
2024-10-30,17.57,17.11
",
1406,CN,technical,"2025年02月25日，恒立液压的蔡金波动率是多少？（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.782,easy,volatility,HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2024-12-06,55.38,52.88
2024-12-09,58.65,54.81
2024-12-10,59.63,57.6
2024-12-11,61.35,57.0
2024-12-12,57.33,56.01
2024-12-13,56.7,54.68
2024-12-16,55.41,53.31
2024-12-17,54.17,53.02
2024-12-18,54.08,52.89
2024-12-19,53.31,52.11
2024-12-20,53.49,52.54
2024-12-23,53.96,52.24
2024-12-24,52.7,51.86
2024-12-25,52.8,52.0
2024-12-26,54.21,52.05
2024-12-27,54.18,52.72
2024-12-30,54.1,52.71
2024-12-31,53.74,52.52
2025-01-02,53.25,51.05
2025-01-03,51.72,50.03
2025-01-06,50.55,49.82
2025-01-07,50.68,49.89
2025-01-08,51.11,49.7
2025-01-09,52.39,50.16
2025-01-10,54.09,51.49
2025-01-13,53.07,51.71
2025-01-14,54.98,51.16
2025-01-15,55.25,53.63
2025-01-16,59.65,59.11
2025-01-17,63.28,59.0
2025-01-20,65.88,61.4
2025-01-21,65.66,61.25
2025-01-22,66.0,63.0
2025-01-23,64.29,61.7
2025-01-24,63.89,61.2
2025-01-27,63.48,62.09
2025-02-05,64.95,62.14
2025-02-06,68.82,62.82
2025-02-07,68.5,65.57
2025-02-10,66.13,63.98
2025-02-11,66.3,64.15
2025-02-12,66.71,64.51
2025-02-13,65.89,62.84
2025-02-14,69.25,63.0
2025-02-17,72.1,68.95
2025-02-18,75.49,69.3
2025-02-19,78.91,70.99
2025-02-20,86.8,78.18
2025-02-21,85.72,80.45
2025-02-24,85.06,80.66
2025-02-25,82.7,78.1
",
1407,CN,technical,"格力电器的蔡金波动率在2025年04月28日为多少？（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.3429,easy,volatility,HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2025-02-14,44.27,43.7
2025-02-17,43.99,43.28
2025-02-18,43.59,42.93
2025-02-19,43.09,41.76
2025-02-20,41.98,41.33
2025-02-21,41.84,40.84
2025-02-24,41.58,40.9
2025-02-25,41.19,40.4
2025-02-26,41.06,40.5
2025-02-27,41.61,40.94
2025-02-28,41.87,40.81
2025-03-03,41.02,40.45
2025-03-04,42.45,41.58
2025-03-05,42.2,41.44
2025-03-06,42.2,41.69
2025-03-07,42.22,41.74
2025-03-10,42.25,41.55
2025-03-11,42.51,41.86
2025-03-12,42.4,41.93
2025-03-13,42.92,42.02
2025-03-14,43.4,42.54
2025-03-17,43.57,43.08
2025-03-18,44.16,43.22
2025-03-19,43.9,43.33
2025-03-20,43.66,42.69
2025-03-21,43.86,42.79
2025-03-24,45.29,44.17
2025-03-25,45.6,44.9
2025-03-26,45.36,44.55
2025-03-27,45.42,44.8
2025-03-28,45.54,44.97
2025-03-31,46.23,45.2
2025-04-01,45.5,44.8
2025-04-02,46.0,45.0
2025-04-03,45.4,44.55
2025-04-07,44.68,42.2
2025-04-08,44.69,42.91
2025-04-09,45.2,43.83
2025-04-10,44.95,44.25
2025-04-11,45.12,44.13
2025-04-14,45.15,43.6
2025-04-15,44.97,43.56
2025-04-16,45.37,44.48
2025-04-17,45.13,44.62
2025-04-18,45.5,44.73
2025-04-21,45.4,44.91
2025-04-22,45.99,45.03
2025-04-23,45.75,45.15
2025-04-24,45.54,45.0
2025-04-25,45.53,45.09
2025-04-28,47.3,46.25
",
1408,CN,technical,"对于蔡金波动率，国信证券2023年04月14日的值是多少？（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",-0.0784,easy,volatility,HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2023-02-02,9.88,9.56
2023-02-03,9.65,9.49
2023-02-06,9.6,9.49
2023-02-07,9.68,9.43
2023-02-08,9.53,9.36
2023-02-09,9.53,9.37
2023-02-10,9.52,9.43
2023-02-13,9.51,9.41
2023-02-14,9.54,9.44
2023-02-15,9.5,9.37
2023-02-16,9.56,9.28
2023-02-17,9.39,9.23
2023-02-20,9.53,9.31
2023-02-21,9.66,9.46
2023-02-22,9.71,9.58
2023-02-23,9.74,9.6
2023-02-24,9.79,9.58
2023-02-27,9.65,9.5
2023-02-28,9.68,9.53
2023-03-01,9.89,9.61
2023-03-02,9.9,9.81
2023-03-03,9.87,9.72
2023-03-06,9.83,9.66
2023-03-07,9.75,9.54
2023-03-08,9.56,9.46
2023-03-09,9.55,9.46
2023-03-10,9.48,9.33
2023-03-13,9.4,9.28
2023-03-14,9.35,9.2
2023-03-15,9.38,9.3
2023-03-16,9.35,9.25
2023-03-17,9.47,9.34
2023-03-20,9.47,9.34
2023-03-21,9.51,9.38
2023-03-22,9.48,9.41
2023-03-23,9.58,9.4
2023-03-24,9.61,9.49
2023-03-27,9.55,9.42
2023-03-28,9.55,9.45
2023-03-29,9.53,9.37
2023-03-30,9.43,9.28
2023-03-31,9.44,9.34
2023-04-03,9.59,9.35
2023-04-04,9.65,9.51
2023-04-06,9.61,9.51
2023-04-07,9.64,9.52
2023-04-10,9.68,9.52
2023-04-11,9.72,9.57
2023-04-12,9.64,9.55
2023-04-13,9.67,9.56
2023-04-14,9.66,9.56
",
1409,CN,technical,"计算星宇股份2025年06月26日的蔡金波动率的值。（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.1429,easy,volatility,HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2025-04-11,127.49,124.01
2025-04-14,131.37,125.92
2025-04-15,128.0,124.31
2025-04-16,124.8,121.4
2025-04-17,122.84,121.03
2025-04-18,123.63,121.3
2025-04-21,126.34,122.4
2025-04-22,126.5,124.88
2025-04-23,128.0,124.6
2025-04-24,127.88,125.69
2025-04-25,127.5,126.13
2025-04-28,128.45,125.01
2025-04-29,130.8,126.32
2025-04-30,132.9,126.47
2025-05-06,137.48,131.95
2025-05-07,137.5,134.04
2025-05-08,136.0,132.8
2025-05-09,135.6,133.38
2025-05-12,137.2,133.0
2025-05-13,138.0,134.05
2025-05-14,139.49,133.5
2025-05-15,139.48,136.88
2025-05-16,139.83,137.52
2025-05-19,142.86,137.11
2025-05-20,141.0,136.88
2025-05-21,141.98,139.26
2025-05-22,141.91,139.5
2025-05-23,141.73,139.51
2025-05-26,141.37,139.22
2025-05-27,142.66,138.0
2025-05-28,141.5,137.82
2025-05-29,143.0,139.55
2025-05-30,141.97,139.1
2025-06-03,141.25,138.5
2025-06-04,140.31,138.01
2025-06-05,139.68,137.8
2025-06-06,141.45,138.8
2025-06-09,139.76,135.2
2025-06-10,138.35,135.85
2025-06-11,140.9,137.65
2025-06-12,139.7,137.7
2025-06-13,139.25,135.5
2025-06-16,137.49,132.38
2025-06-17,135.29,131.01
2025-06-18,132.82,128.92
2025-06-19,131.38,127.48
2025-06-20,127.95,126.18
2025-06-23,126.81,123.75
2025-06-24,127.42,124.27
2025-06-25,127.3,124.8
2025-06-26,127.77,123.81
",
1410,CN,technical,中国通号2024年03月14日的成交量加权平均价的值是？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.2808,easy,volume,VWAP_t = amount_t / V_t,"date,amount,volume
2024-03-14,227373292.0,43056443.0
",
1411,CN,technical,2023年08月08日，上海医药的成交量加权平均价是多少？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.3907,easy,volume,VWAP_t = amount_t / V_t,"date,amount,volume
2023-08-08,222050714.0,11451418.0
",
1412,CN,technical,天齐锂业的成交量加权平均价在2021年01月21日为多少？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,61.7152,easy,volume,VWAP_t = amount_t / V_t,"date,amount,volume
2021-01-21,7302703044.0,118329014.0
",
1413,CN,technical,对于成交量加权平均价，立讯精密2023年07月12日的值是多少？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.0305,easy,volume,VWAP_t = amount_t / V_t,"date,amount,volume
2023-07-12,1383017985.0,41870909.0
",
1414,CN,technical,计算恒瑞医药2022年11月03日的成交量加权平均价的值。（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,41.6959,easy,volume,VWAP_t = amount_t / V_t,"date,amount,volume
2022-11-03,2126220579.0,50993469.0
",
1415,CN,technical,天赐材料2022年04月12日的能量潮的值是？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-861932.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2022-01-07,105.45,15798037.0
2022-01-10,103.44,14626217.0
2022-01-11,101.0,14348373.0
2022-01-12,105.2,17333476.0
2022-01-13,102.96,10373325.0
2022-01-14,105.33,12717682.0
2022-01-17,106.57,14361657.0
2022-01-18,99.35,38632556.0
2022-01-19,95.23,23991236.0
2022-01-20,95.74,15923025.0
2022-01-21,97.66,14655989.0
2022-01-24,101.0,14379200.0
2022-01-25,98.86,10822838.0
2022-01-26,98.08,7455781.0
2022-01-27,97.08,12343991.0
2022-01-28,94.22,12166612.0
2022-02-07,97.15,12003713.0
2022-02-08,91.84,13031040.0
2022-02-09,91.98,12716872.0
2022-02-10,89.5,10459049.0
2022-02-11,87.0,15410568.0
2022-02-14,87.2,11358098.0
2022-02-15,91.09,15667698.0
2022-02-16,90.54,9613954.0
2022-02-17,96.92,23846140.0
2022-02-18,94.0,15040732.0
2022-02-21,94.13,11060542.0
2022-02-22,94.98,14110031.0
2022-02-23,99.66,21702482.0
2022-02-24,100.58,25418593.0
2022-02-25,101.61,15032179.0
2022-02-28,106.19,21302930.0
2022-03-01,105.29,19571295.0
2022-03-02,99.64,21173832.0
2022-03-03,99.68,13858924.0
2022-03-04,94.5,18373504.0
2022-03-07,89.4,16091659.0
2022-03-08,89.1,16674153.0
2022-03-09,87.55,15772002.0
2022-03-10,96.31,13862000.0
2022-03-11,98.91,29079646.0
2022-03-14,95.76,13898089.0
2022-03-15,96.1,19626271.0
2022-03-16,101.12,24101626.0
2022-03-17,104.85,26122659.0
2022-03-18,102.88,11776519.0
2022-03-21,104.76,12415771.0
2022-03-22,103.48,14532423.0
2022-03-23,101.52,13357359.0
2022-03-24,101.0,11941391.0
2022-03-25,96.78,11941257.0
2022-03-28,93.69,11923896.0
2022-03-29,96.0,13027535.0
2022-03-30,99.17,13387648.0
2022-03-31,94.0,13287890.0
2022-04-01,96.02,13115880.0
2022-04-06,92.09,13926739.0
2022-04-07,91.56,9488217.0
2022-04-08,89.95,10157170.0
2022-04-11,85.45,13106059.0
2022-04-12,86.2,12259527.0
",
1416,CN,technical,2020年07月21日，福耀玻璃的能量潮是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,339724530.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2020-04-21,18.92,13050597.0
2020-04-22,18.81,8657795.0
2020-04-23,18.93,8856953.0
2020-04-24,18.8,8805927.0
2020-04-27,18.83,6030212.0
2020-04-28,18.86,10636597.0
2020-04-29,19.13,9997066.0
2020-04-30,19.79,17633692.0
2020-05-06,19.78,14187274.0
2020-05-07,20.62,23458283.0
2020-05-08,20.66,20498343.0
2020-05-11,20.95,15047267.0
2020-05-12,20.75,10441613.0
2020-05-13,20.48,7067931.0
2020-05-14,20.12,8551906.0
2020-05-15,19.92,8389993.0
2020-05-18,19.99,6992865.0
2020-05-19,20.5,9016349.0
2020-05-20,20.22,6223010.0
2020-05-21,19.99,5721193.0
2020-05-22,19.68,6164804.0
2020-05-25,19.58,6800682.0
2020-05-26,19.78,5291945.0
2020-05-27,19.99,7691668.0
2020-05-28,19.6,8697912.0
2020-05-29,19.64,6993309.0
2020-06-01,20.17,12870998.0
2020-06-02,20.09,9819769.0
2020-06-03,20.77,25920691.0
2020-06-04,20.89,14122959.0
2020-06-05,21.37,16845091.0
2020-06-08,21.71,18967053.0
2020-06-09,22.04,14851704.0
2020-06-10,21.32,18862155.0
2020-06-11,21.1,10511829.0
2020-06-12,21.53,12874160.0
2020-06-15,20.95,9893408.0
2020-06-16,21.0,9670863.0
2020-06-17,20.92,10706260.0
2020-06-18,21.12,9744436.0
2020-06-19,21.45,18171711.0
2020-06-22,21.03,17262928.0
2020-06-23,21.04,9893182.0
2020-06-24,21.24,9882265.0
2020-06-29,20.84,21316418.0
2020-06-30,20.87,8262065.0
2020-07-01,20.97,10086944.0
2020-07-02,21.56,20555865.0
2020-07-03,22.01,21182528.0
2020-07-06,23.0,40565266.0
2020-07-07,22.6,37636380.0
2020-07-08,22.83,20667631.0
2020-07-09,22.4,40945304.0
2020-07-10,21.9,37182489.0
2020-07-13,23.05,53278818.0
2020-07-14,24.1,60417386.0
2020-07-15,23.47,42477060.0
2020-07-16,22.52,32444706.0
2020-07-17,24.02,57556810.0
2020-07-20,25.89,63556348.0
2020-07-21,26.13,50403953.0
",
1417,CN,technical,国泰海通的能量潮在2024年08月07日为多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,251716747.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2024-05-14,13.93,24357471.0
2024-05-15,13.73,28459572.0
2024-05-16,13.74,23019350.0
2024-05-17,13.93,25172234.0
2024-05-20,14.01,38601600.0
2024-05-21,13.91,19081291.0
2024-05-22,13.92,19953655.0
2024-05-23,13.72,23091288.0
2024-05-24,13.6,18483755.0
2024-05-27,14.06,77160084.0
2024-05-28,13.85,30392978.0
2024-05-29,14.05,41278613.0
2024-05-30,14.09,30632340.0
2024-05-31,13.94,28756906.0
2024-06-03,13.65,43957474.0
2024-06-04,13.82,30735118.0
2024-06-05,13.82,25097516.0
2024-06-06,13.68,27081565.0
2024-06-07,13.78,28994639.0
2024-06-11,13.66,24432095.0
2024-06-12,13.64,17160514.0
2024-06-13,13.78,27290001.0
2024-06-14,14.44,132948257.0
2024-06-17,14.32,64570141.0
2024-06-18,14.44,58135453.0
2024-06-19,14.18,34697424.0
2024-06-20,14.08,25516597.0
2024-06-21,14.06,26899351.0
2024-06-24,14.02,28969643.0
2024-06-25,13.83,30586527.0
2024-06-26,14.11,31358642.0
2024-06-27,14.02,25608144.0
2024-06-28,13.55,37850020.0
2024-07-01,13.78,28373880.0
2024-07-02,13.67,17852998.0
2024-07-03,13.68,15762561.0
2024-07-04,13.51,19559700.0
2024-07-05,13.45,19692520.0
2024-07-08,13.33,23805509.0
2024-07-09,13.45,30746141.0
2024-07-10,13.47,19929600.0
2024-07-11,13.55,21876876.0
2024-07-12,13.46,15647607.0
2024-07-15,13.5,12022865.0
2024-07-16,13.62,24385173.0
2024-07-17,13.75,26006488.0
2024-07-18,13.9,27720338.0
2024-07-19,14.05,34153102.0
2024-07-22,14.13,34112681.0
2024-07-23,13.89,26129360.0
2024-07-24,13.82,20450567.0
2024-07-25,13.89,17314282.0
2024-07-26,14.03,19618875.0
2024-07-29,13.88,15456030.0
2024-07-30,13.97,15287490.0
2024-07-31,14.38,60576949.0
2024-08-01,14.55,48060335.0
2024-08-02,14.2,30837710.0
2024-08-05,14.11,32423536.0
2024-08-06,14.18,21518850.0
2024-08-07,14.11,13578903.0
",
1418,CN,technical,对于能量潮，成都银行2022年07月25日的值是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-94763297.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2022-04-26,15.66,26239042.0
2022-04-27,15.9,26964136.0
2022-04-28,17.08,35819417.0
2022-04-29,16.79,41670645.0
2022-05-05,17.36,30826505.0
2022-05-06,17.2,21709420.0
2022-05-09,16.42,38010732.0
2022-05-10,16.74,29287248.0
2022-05-11,16.15,38510881.0
2022-05-12,15.89,36000534.0
2022-05-13,16.2,33069011.0
2022-05-16,16.08,25810824.0
2022-05-17,16.05,26061824.0
2022-05-18,15.61,29519906.0
2022-05-19,15.67,14550527.0
2022-05-20,15.24,42364554.0
2022-05-23,15.21,25564071.0
2022-05-24,14.93,23214041.0
2022-05-25,15.3,22970814.0
2022-05-26,15.49,21753710.0
2022-05-27,15.78,23892151.0
2022-05-30,15.46,23166482.0
2022-05-31,15.29,21335606.0
2022-06-01,15.49,20667000.0
2022-06-02,15.4,14520405.0
2022-06-06,15.86,23569355.0
2022-06-07,16.6,33752897.0
2022-06-08,16.74,18644396.0
2022-06-09,17.03,21320441.0
2022-06-10,17.27,25829699.0
2022-06-13,17.34,24876819.0
2022-06-14,17.47,26226854.0
2022-06-15,17.34,27224943.0
2022-06-16,16.72,29819760.0
2022-06-17,16.83,21225830.0
2022-06-20,16.53,21677031.0
2022-06-21,16.86,16871291.0
2022-06-22,16.71,17727919.0
2022-06-23,16.73,14127328.0
2022-06-24,16.35,34114090.0
2022-06-27,16.96,34302320.0
2022-06-28,16.61,28171028.0
2022-06-29,16.41,27725872.0
2022-06-30,16.58,11412491.0
2022-07-01,16.36,12425092.0
2022-07-04,16.38,18466410.0
2022-07-05,16.7,16469838.0
2022-07-06,16.47,12278288.0
2022-07-07,16.75,10562846.0
2022-07-08,16.35,12429898.0
2022-07-11,16.57,15110447.0
2022-07-12,16.74,24141398.0
2022-07-13,16.05,27876441.0
2022-07-14,15.95,36931491.0
2022-07-15,15.95,26272220.0
2022-07-18,15.97,19405633.0
2022-07-19,15.97,18902123.0
2022-07-20,16.08,12574877.0
2022-07-21,15.21,53828338.0
2022-07-22,15.52,19830556.0
2022-07-25,15.49,13595426.0
",
1419,CN,technical,计算恒瑞医药2025年09月01日的能量潮的值。（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,588815422.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2025-06-09,54.36,65690582.0
2025-06-10,55.13,48073517.0
2025-06-11,54.71,37773566.0
2025-06-12,55.82,49318822.0
2025-06-13,53.89,66023830.0
2025-06-16,53.76,39224137.0
2025-06-17,51.84,69518032.0
2025-06-18,51.81,33409543.0
2025-06-19,51.58,37316694.0
2025-06-20,51.76,24060775.0
2025-06-23,51.96,31328106.0
2025-06-24,52.15,45103539.0
2025-06-25,52.95,53648196.0
2025-06-26,52.08,39226868.0
2025-06-27,51.95,28776507.0
2025-06-30,51.9,44535488.0
2025-07-01,52.46,39772496.0
2025-07-02,52.25,32571223.0
2025-07-03,52.47,29367818.0
2025-07-04,53.26,47792312.0
2025-07-07,52.65,28638794.0
2025-07-08,53.4,35926315.0
2025-07-09,57.19,115821169.0
2025-07-10,57.6,90371570.0
2025-07-11,56.9,65863171.0
2025-07-14,57.21,47375836.0
2025-07-15,57.22,43692847.0
2025-07-16,57.22,39819120.0
2025-07-17,57.73,44414628.0
2025-07-18,58.76,66098565.0
2025-07-21,58.0,50944185.0
2025-07-22,57.41,47557025.0
2025-07-23,57.13,42529511.0
2025-07-24,57.5,46583415.0
2025-07-25,56.4,50539423.0
2025-07-28,62.04,163009595.0
2025-07-29,63.8,168276889.0
2025-07-30,63.59,98084933.0
2025-07-31,62.9,74203875.0
2025-08-01,61.31,73465464.0
2025-08-04,62.0,68961349.0
2025-08-05,62.3,54144318.0
2025-08-06,61.58,57247861.0
2025-08-07,60.81,50476397.0
2025-08-08,60.99,36297073.0
2025-08-11,61.07,42575238.0
2025-08-12,60.85,39183475.0
2025-08-13,62.61,81529632.0
2025-08-14,62.82,57126647.0
2025-08-15,63.4,61493254.0
2025-08-18,63.08,72885756.0
2025-08-19,61.69,99770049.0
2025-08-20,62.85,65042442.0
2025-08-21,63.99,85862923.0
2025-08-22,64.98,63771891.0
2025-08-25,66.26,84923381.0
2025-08-26,65.3,57512937.0
2025-08-27,63.05,83616934.0
2025-08-28,63.03,71590154.0
2025-08-29,66.23,102318607.0
2025-09-01,68.35,87218089.0
",
1420,CN,technical,金龙鱼2024年01月29日的力度指数的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1409751.0,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2024-01-26,30.75,5131927.0
2024-01-29,30.48,5221300.0
",
1421,CN,technical,2024年09月06日，光大证券的力度指数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,244648.46,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2024-09-05,14.53,7178780.0
2024-09-06,14.54,24464846.0
",
1422,CN,technical,软通动力的力度指数在2024年05月24日为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-34223440.08,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2024-05-23,40.61,33545542.0
2024-05-24,39.5,30831928.0
",
1423,CN,technical,对于力度指数，南方航空2023年12月07日的值是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1077786.0,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2023-12-06,6.06,29720924.0
2023-12-07,6.02,26944650.0
",
1424,CN,technical,计算中联重科2023年11月10日的力度指数的值。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-439656.78,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2023-11-09,6.46,20662014.0
2023-11-10,6.43,14655226.0
",
1425,CN,technical,中国交建2021年01月28日的累积/派发线的值是？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-155049802.3803,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2020-11-04,7.49,7.4,7.44,11969051.0
2020-11-05,7.53,7.45,7.53,18656232.0
2020-11-06,7.61,7.45,7.56,25451034.0
2020-11-09,7.66,7.57,7.64,31006878.0
2020-11-10,7.7,7.51,7.53,32578564.0
2020-11-11,8.04,7.5,7.95,122475183.0
2020-11-12,7.84,7.68,7.75,61067825.0
2020-11-13,7.69,7.55,7.6,35391178.0
2020-11-16,7.79,7.57,7.77,50061835.0
2020-11-17,7.77,7.65,7.7,32832525.0
2020-11-18,7.91,7.62,7.79,55483901.0
2020-11-19,7.92,7.72,7.77,31112718.0
2020-11-20,7.77,7.66,7.74,24412246.0
2020-11-23,7.95,7.73,7.89,58510730.0
2020-11-24,7.93,7.82,7.9,34798392.0
2020-11-25,8.03,7.72,7.72,49021570.0
2020-11-26,7.76,7.68,7.72,22983350.0
2020-11-27,7.84,7.65,7.84,32769137.0
2020-11-30,8.09,7.86,7.92,88857706.0
2020-12-01,7.98,7.81,7.97,51763812.0
2020-12-02,8.05,7.89,7.99,50692044.0
2020-12-03,7.98,7.88,7.9,32373541.0
2020-12-04,7.9,7.76,7.79,33148483.0
2020-12-07,7.78,7.66,7.67,27303706.0
2020-12-08,7.69,7.62,7.64,18364602.0
2020-12-09,7.67,7.54,7.54,18614118.0
2020-12-10,7.6,7.52,7.58,13321249.0
2020-12-11,7.58,7.43,7.47,25775171.0
2020-12-14,7.51,7.43,7.48,11623835.0
2020-12-15,7.49,7.39,7.45,14207944.0
2020-12-16,7.46,7.38,7.39,19043178.0
2020-12-17,7.45,7.28,7.43,25292645.0
2020-12-18,7.6,7.39,7.41,36932524.0
2020-12-21,7.43,7.33,7.38,18702584.0
2020-12-22,7.37,7.17,7.18,40300722.0
2020-12-23,7.22,7.16,7.17,17620552.0
2020-12-24,7.23,7.12,7.19,17345023.0
2020-12-25,7.28,7.15,7.23,15020413.0
2020-12-28,7.21,7.14,7.15,15656700.0
2020-12-29,7.31,7.14,7.26,22609218.0
2020-12-30,7.26,7.18,7.21,13750960.0
2020-12-31,7.31,7.19,7.26,19276797.0
2021-01-04,7.25,7.16,7.2,28626202.0
2021-01-05,7.37,7.13,7.18,58315983.0
2021-01-06,7.51,7.17,7.41,70162773.0
2021-01-07,7.43,7.25,7.32,43459751.0
2021-01-08,7.39,7.23,7.28,24969080.0
2021-01-11,7.33,7.1,7.11,42819763.0
2021-01-12,7.28,7.11,7.22,32833186.0
2021-01-13,7.56,7.13,7.44,100102101.0
2021-01-14,7.86,7.37,7.63,109083080.0
2021-01-15,7.58,7.39,7.44,51765982.0
2021-01-18,7.49,7.36,7.42,34519969.0
2021-01-19,7.44,7.34,7.36,30055072.0
2021-01-20,7.4,7.3,7.32,27267780.0
2021-01-21,7.34,7.26,7.28,28032917.0
2021-01-22,7.29,7.15,7.16,33153605.0
2021-01-25,7.22,7.11,7.13,31537020.0
2021-01-26,7.21,7.11,7.15,18687022.0
2021-01-27,7.22,7.13,7.14,18965142.0
2021-01-28,7.11,7.0,7.02,27553352.0
",
1426,CN,technical,2020年12月03日，天孚通信的累积/派发线是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-29457204.7513,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2020-09-02,67.18,65.07,66.53,1962721.0
2020-09-03,66.85,64.58,64.82,1940660.0
2020-09-04,65.4,63.22,64.89,1681919.0
2020-09-07,65.7,62.82,63.0,1986136.0
2020-09-08,65.17,60.59,61.1,2905114.0
2020-09-09,60.19,56.36,58.51,3984566.0
2020-09-10,59.57,56.9,57.29,2165492.0
2020-09-11,58.86,56.35,58.5,2079733.0
2020-09-14,60.0,58.1,58.97,2630899.0
2020-09-15,59.88,57.9,58.33,2017997.0
2020-09-16,59.58,57.81,58.22,1444093.0
2020-09-17,59.55,57.4,58.82,2134179.0
2020-09-18,59.26,57.74,59.03,2183967.0
2020-09-21,59.69,57.54,57.79,2110930.0
2020-09-22,58.65,57.0,57.28,1314756.0
2020-09-23,59.2,57.4,58.07,1659221.0
2020-09-24,58.1,55.81,55.83,1830438.0
2020-09-25,57.98,55.73,56.09,2144610.0
2020-09-28,57.7,55.3,55.63,1831008.0
2020-09-29,57.28,55.7,56.72,1765478.0
2020-09-30,56.99,55.53,56.19,1989064.0
2020-10-09,58.96,56.18,56.5,3460828.0
2020-10-12,60.76,56.65,60.29,4544835.0
2020-10-13,60.7,59.13,60.23,2264788.0
2020-10-14,61.5,59.61,61.12,2772819.0
2020-10-15,61.78,60.41,60.71,2163870.0
2020-10-16,60.91,59.21,59.4,2141049.0
2020-10-19,65.38,58.05,58.78,6548109.0
2020-10-20,58.14,55.5,56.77,4264802.0
2020-10-21,58.28,55.5,55.9,3546906.0
2020-10-22,56.65,55.15,55.46,2632837.0
2020-10-23,59.15,56.1,57.51,5793523.0
2020-10-26,60.3,57.18,59.62,4229388.0
2020-10-27,60.75,59.1,59.9,2754016.0
2020-10-28,61.29,59.3,60.49,3321049.0
2020-10-29,61.0,58.6,60.32,2844424.0
2020-10-30,61.7,59.0,59.2,3072545.0
2020-11-02,61.21,57.91,60.69,2995180.0
2020-11-03,64.62,59.8,63.96,3407063.0
2020-11-04,63.98,61.38,62.48,3084957.0
2020-11-05,71.17,61.64,67.42,6816968.0
2020-11-06,67.5,65.06,66.03,4279142.0
2020-11-09,70.48,66.2,66.87,5478844.0
2020-11-10,66.6,63.78,64.3,3136465.0
2020-11-11,65.67,62.58,63.01,2710991.0
2020-11-12,64.09,62.0,62.53,1963270.0
2020-11-13,63.01,61.02,61.74,2111264.0
2020-11-16,62.3,59.78,61.11,2452475.0
2020-11-17,61.5,58.03,59.16,2952848.0
2020-11-18,59.7,58.15,58.55,1880622.0
2020-11-19,59.88,57.0,59.0,2410559.0
2020-11-20,59.78,58.62,58.92,1580994.0
2020-11-23,59.48,56.72,58.21,2765194.0
2020-11-24,59.66,58.2,58.56,2612117.0
2020-11-25,59.78,57.03,58.92,2784586.0
2020-11-26,59.26,57.0,57.43,2288311.0
2020-11-27,58.75,57.4,58.18,1645083.0
2020-11-30,58.69,56.5,56.61,2594315.0
2020-12-01,57.95,56.1,57.19,2255751.0
2020-12-02,58.91,57.0,57.85,2836856.0
2020-12-03,58.38,56.7,56.9,1811084.0
",
1427,CN,technical,东方财富的累积/派发线在2024年07月22日为多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1188233226.4726,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2024-04-23,12.5,12.36,12.44,108151491.0
2024-04-24,12.47,12.33,12.45,114904600.0
2024-04-25,12.48,12.26,12.35,120056111.0
2024-04-26,13.2,12.51,13.12,487706420.0
2024-04-29,13.38,12.98,13.25,418187884.0
2024-04-30,13.29,13.04,13.05,203435900.0
2024-05-06,13.57,13.21,13.25,297269658.0
2024-05-07,13.27,13.13,13.18,162353619.0
2024-05-08,13.18,12.92,12.96,143114777.0
2024-05-09,13.17,12.97,13.08,140817115.0
2024-05-10,13.19,12.99,13.11,159360790.0
2024-05-13,13.14,12.85,13.01,162257556.0
2024-05-14,13.1,12.93,13.05,142315389.0
2024-05-15,13.11,12.69,12.71,198598196.0
2024-05-16,13.03,12.7,12.82,196721829.0
2024-05-17,13.09,12.76,13.07,184224526.0
2024-05-20,13.29,12.99,13.1,215801141.0
2024-05-21,13.19,12.99,13.04,135867388.0
2024-05-22,13.11,12.97,13.05,114987796.0
2024-05-23,13.0,12.71,12.76,162119055.0
2024-05-24,12.78,12.5,12.53,137305516.0
2024-05-27,12.69,12.48,12.67,112394997.0
2024-05-28,12.71,12.52,12.53,89224969.0
2024-05-29,12.63,12.44,12.49,82795221.0
2024-05-30,12.5,12.39,12.44,87185728.0
2024-05-31,12.59,12.41,12.41,101552119.0
2024-06-03,12.4,12.22,12.3,127931287.0
2024-06-04,12.42,12.26,12.39,117531593.0
2024-06-05,12.47,12.31,12.36,98150719.0
2024-06-06,12.43,12.24,12.26,122525269.0
2024-06-07,12.36,11.96,12.16,150035499.0
2024-06-11,12.22,12.05,12.12,102717244.0
2024-06-12,12.31,12.08,12.18,112141838.0
2024-06-13,12.26,12.14,12.17,92701225.0
2024-06-14,12.41,12.03,12.34,233772054.0
2024-06-17,12.37,12.19,12.34,126578143.0
2024-06-18,12.44,12.32,12.38,126535212.0
2024-06-19,12.39,12.16,12.19,104177218.0
2024-06-20,12.19,11.94,11.94,147766602.0
2024-06-21,12.05,11.85,11.94,117419432.0
2024-06-24,11.97,11.8,11.8,111382582.0
2024-06-25,11.84,11.51,11.54,152340175.0
2024-06-26,11.73,11.44,11.69,119378951.0
2024-06-27,11.63,11.34,11.34,128432293.0
2024-06-28,11.44,10.35,10.56,416615242.0
2024-07-01,10.73,10.33,10.47,240874112.0
2024-07-02,10.57,10.23,10.27,221449769.0
2024-07-03,10.38,10.0,10.26,271951736.0
2024-07-04,10.36,10.13,10.13,150604348.0
2024-07-05,10.28,10.06,10.21,145882601.0
2024-07-08,10.19,9.93,9.96,164410473.0
2024-07-09,10.21,9.87,10.13,213894289.0
2024-07-10,10.3,10.03,10.12,152460812.0
2024-07-11,10.59,10.23,10.43,254023709.0
2024-07-12,10.47,10.32,10.36,127622228.0
2024-07-15,10.4,10.27,10.33,98832405.0
2024-07-16,10.48,10.29,10.45,133959312.0
2024-07-17,10.59,10.42,10.5,150744592.0
2024-07-18,10.59,10.37,10.54,148456244.0
2024-07-19,10.75,10.48,10.7,179107957.0
2024-07-22,10.9,10.57,10.69,193913248.0
",
1428,CN,technical,对于累积/派发线，招商银行2021年12月09日的值是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,187777252.747,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2021-09-07,53.08,50.45,52.81,77232009.0
2021-09-08,53.55,52.26,52.41,55390668.0
2021-09-09,52.68,51.68,52.1,35780025.0
2021-09-10,54.52,51.75,54.12,107097799.0
2021-09-13,54.5,53.5,53.92,59283043.0
2021-09-14,54.89,51.8,52.1,63116569.0
2021-09-15,52.49,50.8,51.4,54233793.0
2021-09-16,51.83,50.21,50.7,62989614.0
2021-09-17,51.54,50.5,51.25,42016472.0
2021-09-22,49.98,48.1,49.41,112259622.0
2021-09-23,50.53,48.61,48.84,86102453.0
2021-09-24,49.33,48.4,48.77,53203933.0
2021-09-27,49.8,48.21,49.09,66790515.0
2021-09-28,50.98,49.09,50.42,70992547.0
2021-09-29,52.17,49.61,51.56,90460986.0
2021-09-30,51.43,50.1,50.45,58611808.0
2021-10-08,51.08,50.02,50.93,64555292.0
2021-10-11,54.18,51.44,53.0,97177865.0
2021-10-12,53.79,52.3,53.09,58937329.0
2021-10-13,53.4,52.05,53.03,44255673.0
2021-10-14,53.25,52.2,52.36,28899621.0
2021-10-15,53.44,52.35,53.31,42035759.0
2021-10-18,53.35,51.55,51.86,57794539.0
2021-10-19,53.32,52.0,52.88,48169257.0
2021-10-20,53.64,52.28,52.4,30570959.0
2021-10-21,54.0,52.6,53.75,57658698.0
2021-10-22,54.8,53.73,54.29,54715058.0
2021-10-25,54.93,53.1,54.59,62334126.0
2021-10-26,56.23,54.3,55.3,71542369.0
2021-10-27,55.2,53.83,54.52,42039441.0
2021-10-28,55.0,53.85,54.22,34623228.0
2021-10-29,54.75,53.7,53.97,40543943.0
2021-11-01,54.9,53.3,54.12,42501781.0
2021-11-02,54.49,51.67,52.25,75220649.0
2021-11-03,52.49,51.67,51.7,44437241.0
2021-11-04,52.1,51.28,51.75,48291475.0
2021-11-05,52.11,51.42,51.56,36197416.0
2021-11-08,51.9,50.8,51.3,38674906.0
2021-11-09,51.7,50.6,51.06,38788364.0
2021-11-10,51.15,50.04,50.63,55807106.0
2021-11-11,52.87,50.46,52.82,84973170.0
2021-11-12,53.18,52.25,52.4,34359656.0
2021-11-15,53.61,52.37,52.93,36695032.0
2021-11-16,53.38,52.16,52.5,32231509.0
2021-11-17,52.83,51.81,51.84,33938551.0
2021-11-18,52.0,51.0,51.41,34244267.0
2021-11-19,52.74,51.11,52.33,46466797.0
2021-11-22,52.34,51.59,51.69,37653834.0
2021-11-23,52.3,51.44,51.75,38914891.0
2021-11-24,51.9,51.17,51.74,31503965.0
2021-11-25,51.7,51.24,51.42,21566020.0
2021-11-26,51.45,49.88,50.1,82335731.0
2021-11-29,50.1,48.82,49.82,82724704.0
2021-11-30,49.85,48.91,49.49,61004256.0
2021-12-01,50.2,49.28,49.99,50036103.0
2021-12-02,51.0,49.49,50.89,55607048.0
2021-12-03,51.28,50.47,51.25,49407647.0
2021-12-06,52.4,51.33,51.82,60471643.0
2021-12-07,52.58,51.1,51.84,54077371.0
2021-12-08,52.28,51.4,52.04,49097472.0
2021-12-09,53.84,51.8,53.13,84055721.0
",
1429,CN,technical,计算石头科技2022年08月08日的累积/派发线的值。（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-2956867.8099,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2022-05-13,605.99,588.0,594.02,252505.0
2022-05-16,614.99,583.02,585.22,336320.0
2022-05-17,594.63,575.23,585.81,276459.0
2022-05-18,590.0,566.08,572.0,301747.0
2022-05-19,593.01,562.5,589.7,296741.0
2022-05-20,623.98,579.77,618.97,451956.0
2022-05-23,631.19,602.17,619.24,307780.0
2022-05-24,620.0,591.26,605.16,473973.0
2022-05-25,618.8,598.05,616.7,326932.0
2022-05-26,634.81,610.0,631.2,424638.0
2022-05-27,615.0,560.18,565.99,832889.0
2022-05-30,599.83,560.0,594.21,601395.0
2022-05-31,645.0,588.01,635.51,677014.0
2022-06-01,643.9,622.1,624.37,365872.0
2022-06-02,644.58,611.08,642.0,455072.0
2022-06-06,725.88,645.77,714.96,967052.0
2022-06-07,714.95,677.0,682.53,498219.0
2022-06-08,718.5,675.44,709.69,686572.0
2022-06-09,707.12,682.12,682.69,439363.0
2022-06-10,700.0,670.01,689.34,492441.0
2022-06-13,688.0,662.01,670.73,425424.0
2022-06-14,695.0,650.5,673.98,591458.0
2022-06-15,683.8,661.58,663.1,382587.0
2022-06-16,672.9,653.0,660.9,389451.0
2022-06-17,678.0,646.0,673.13,488315.0
2022-06-20,685.0,657.0,661.01,448692.0
2022-06-21,698.0,651.0,671.06,576403.0
2022-06-22,674.95,621.52,625.35,738385.0
2022-06-23,643.87,613.01,635.0,508760.0
2022-06-24,641.57,615.0,641.0,751534.0
2022-06-27,659.18,631.01,655.98,734985.0
2022-06-28,655.98,619.47,628.95,636736.0
2022-06-29,627.83,608.0,608.0,511878.0
2022-06-30,624.0,608.5,616.7,474378.0
2022-07-01,623.0,605.09,607.4,432443.0
2022-07-04,616.88,603.01,605.5,558698.0
2022-07-05,623.0,594.0,599.15,629818.0
2022-07-06,601.0,546.0,558.01,1447694.0
2022-07-07,560.98,520.57,527.08,1331023.0
2022-07-08,386.98,375.02,382.98,812331.0
2022-07-11,382.0,360.0,380.48,990165.0
2022-07-12,385.88,368.26,376.25,768022.0
2022-07-13,372.78,359.2,359.2,1022347.0
2022-07-14,364.75,353.14,355.17,933586.0
2022-07-15,362.8,347.0,348.01,840207.0
2022-07-18,350.0,339.0,344.35,798911.0
2022-07-19,347.78,336.0,346.0,1041902.0
2022-07-20,349.98,343.01,347.5,540174.0
2022-07-21,350.38,341.11,341.75,670482.0
2022-07-22,344.0,332.11,336.15,978589.0
2022-07-25,343.89,333.0,334.24,726340.0
2022-07-26,336.5,324.21,332.0,1089035.0
2022-07-27,336.7,326.06,333.8,546499.0
2022-07-28,339.5,332.1,336.88,704358.0
2022-07-29,338.5,324.83,326.16,843794.0
2022-08-01,335.45,321.27,325.89,871327.0
2022-08-02,322.0,308.02,316.41,978180.0
2022-08-03,327.15,313.34,321.83,1091395.0
2022-08-04,328.0,318.11,319.4,574588.0
2022-08-05,335.0,319.31,334.58,1241108.0
2022-08-08,344.4,333.61,338.0,1026536.0
",
1430,CN,technical,新和成2023年03月24日的蔡金资金流的值是？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3124,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2023-02-27,19.37,18.79,18.94,19312968.0
2023-02-28,19.05,18.9,18.97,12779694.0
2023-03-01,19.2,18.93,19.17,12220339.0
2023-03-02,19.29,19.04,19.05,11724198.0
2023-03-03,19.13,18.78,18.88,19638114.0
2023-03-06,18.97,18.8,18.88,10641514.0
2023-03-07,18.97,18.53,18.56,15917919.0
2023-03-08,18.69,18.47,18.54,8478540.0
2023-03-09,18.61,18.45,18.47,8949405.0
2023-03-10,18.48,18.23,18.36,10582209.0
2023-03-13,18.51,18.26,18.41,7315444.0
2023-03-14,18.58,18.22,18.38,11224368.0
2023-03-15,18.55,18.22,18.27,16563948.0
2023-03-16,18.24,17.96,18.02,14360131.0
2023-03-17,18.14,17.8,17.86,17877130.0
2023-03-20,17.87,17.44,17.68,16622176.0
2023-03-21,18.05,17.64,18.02,11079813.0
2023-03-22,18.18,17.86,17.94,11916344.0
2023-03-23,18.01,17.66,17.77,16377649.0
2023-03-24,17.93,17.77,17.79,8803485.0
",
1431,CN,technical,2025年11月12日，龙佰集团的蔡金资金流是多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1251,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2025-10-16,19.77,19.33,19.45,14340259.0
2025-10-17,20.23,19.4,19.52,35722690.0
2025-10-20,19.58,18.96,19.13,23231727.0
2025-10-21,19.53,18.98,19.51,14895226.0
2025-10-22,19.59,18.82,18.86,18313558.0
2025-10-23,19.51,18.8,19.47,20652099.0
2025-10-24,19.83,19.3,19.47,13558903.0
2025-10-27,19.57,19.08,19.14,23445593.0
2025-10-28,19.13,18.07,18.2,50852809.0
2025-10-29,18.8,17.99,18.75,30868925.0
2025-10-30,18.76,18.45,18.57,13026000.0
2025-10-31,18.75,18.4,18.41,15806400.0
2025-11-03,18.51,18.11,18.26,16366192.0
2025-11-04,18.29,17.4,17.5,31438380.0
2025-11-05,17.75,17.2,17.54,19132142.0
2025-11-06,18.07,17.52,17.9,17233398.0
2025-11-07,18.84,17.72,18.55,31211951.0
2025-11-10,19.5,18.78,19.31,42234326.0
2025-11-11,19.47,19.08,19.32,16511852.0
2025-11-12,19.3,18.94,19.11,12083763.0
",
1432,CN,technical,中国电建的蔡金资金流在2021年07月28日为多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0263,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2021-07-01,3.95,3.86,3.91,77675109.0
2021-07-02,3.95,3.86,3.89,66012830.0
2021-07-05,3.91,3.86,3.91,45979420.0
2021-07-06,3.97,3.89,3.94,78741892.0
2021-07-07,3.88,3.82,3.84,56011309.0
2021-07-08,3.88,3.83,3.85,48927010.0
2021-07-09,3.87,3.82,3.86,48838357.0
2021-07-12,4.0,3.87,3.95,127372737.0
2021-07-13,4.02,3.92,3.94,107482802.0
2021-07-14,4.01,3.93,3.94,66712830.0
2021-07-15,4.01,3.91,3.99,80737069.0
2021-07-16,4.05,3.96,3.99,77372152.0
2021-07-19,4.0,3.94,3.98,57196970.0
2021-07-20,4.13,3.92,4.07,142484677.0
2021-07-21,4.1,3.96,3.98,118601007.0
2021-07-22,4.14,3.96,4.06,167041264.0
2021-07-23,4.46,4.07,4.34,436056000.0
2021-07-26,4.65,4.36,4.56,486793882.0
2021-07-27,4.86,4.46,4.51,586182417.0
2021-07-28,4.57,4.27,4.42,271266836.0
",
1433,CN,technical,对于蔡金资金流，宁沪高速2020年04月17日的值是多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2135,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2020-03-20,9.49,9.08,9.35,9985335.0
2020-03-23,9.47,9.0,9.3,10290725.0
2020-03-24,9.86,9.44,9.8,11625995.0
2020-03-25,10.11,9.84,10.05,9096798.0
2020-03-26,10.07,9.77,9.83,9196980.0
2020-03-27,10.0,9.83,9.91,3497149.0
2020-03-30,9.9,9.7,9.77,2187018.0
2020-03-31,9.9,9.69,9.82,3317723.0
2020-04-01,9.9,9.55,9.56,4548105.0
2020-04-02,9.5,9.24,9.4,8258045.0
2020-04-03,9.76,9.36,9.65,5603150.0
2020-04-07,9.84,9.64,9.77,4096766.0
2020-04-08,9.75,9.56,9.64,3938619.0
2020-04-09,9.75,9.6,9.75,3887600.0
2020-04-10,10.03,9.7,9.95,6891057.0
2020-04-13,10.3,9.88,10.24,7313729.0
2020-04-14,10.27,10.06,10.19,5238737.0
2020-04-15,10.17,9.86,9.88,7234183.0
2020-04-16,10.14,9.85,10.07,6381241.0
2020-04-17,10.16,9.99,10.11,3718623.0
",
1434,CN,technical,计算星宇股份2025年03月11日的蔡金资金流的值。（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0711,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2025-02-12,135.39,130.58,131.24,1869916.0
2025-02-13,132.56,129.88,130.26,1877803.0
2025-02-14,131.76,129.88,130.61,1250548.0
2025-02-17,130.62,127.61,128.0,1845210.0
2025-02-18,130.49,125.8,126.62,1702007.0
2025-02-19,127.8,125.26,126.03,1681072.0
2025-02-20,126.2,123.0,124.5,1723116.0
2025-02-21,124.54,121.4,122.0,3452033.0
2025-02-24,124.11,120.15,124.08,2023955.0
2025-02-25,128.32,122.5,127.94,3518757.0
2025-02-26,129.43,127.06,128.11,1840812.0
2025-02-27,129.19,126.95,128.99,2013969.0
2025-02-28,129.4,126.37,129.02,2169311.0
2025-03-03,129.3,124.99,125.26,1560489.0
2025-03-04,125.75,124.0,124.5,955600.0
2025-03-05,126.88,124.03,125.29,1335720.0
2025-03-06,125.96,120.94,120.99,4543488.0
2025-03-07,126.6,120.51,125.96,3784880.0
2025-03-10,127.98,124.5,125.2,1584424.0
2025-03-11,124.99,121.79,124.67,1925451.0
",
1435,CN,technical,荣盛石化2021年02月04日的蔡金振荡指标的值是？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26698213.192,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2020-11-11,24.24,23.25,23.25,50022633.0
2020-11-12,23.76,23.2,23.72,23183589.0
2020-11-13,23.62,23.06,23.24,25616354.0
2020-11-16,24.24,23.12,24.24,41650460.0
2020-11-17,24.45,23.62,23.98,25993624.0
2020-11-18,24.62,23.76,23.95,25198966.0
2020-11-19,24.1,23.15,23.75,53376841.0
2020-11-20,24.22,23.04,23.76,67601604.0
2020-11-23,25.55,23.91,25.21,43817626.0
2020-11-24,26.12,25.11,26.0,39283075.0
2020-11-25,26.79,25.81,25.85,50720130.0
2020-11-26,26.03,25.0,25.8,24155032.0
2020-11-27,26.48,25.3,25.81,24109183.0
2020-11-30,26.36,25.38,25.72,41762061.0
2020-12-01,26.2,25.4,25.88,33392049.0
2020-12-02,26.25,25.21,26.02,26149960.0
2020-12-03,26.39,24.94,25.24,27733080.0
2020-12-04,25.64,24.92,25.55,18080094.0
2020-12-07,25.9,25.4,25.6,15883046.0
2020-12-08,26.4,25.26,25.98,20828860.0
2020-12-09,26.04,25.31,25.6,19201170.0
2020-12-10,25.91,25.0,25.28,21312752.0
2020-12-11,26.77,25.48,26.04,36096502.0
2020-12-14,26.48,24.85,25.52,34968482.0
2020-12-15,25.53,24.37,25.03,33765134.0
2020-12-16,25.36,24.57,24.61,34535484.0
2020-12-17,25.2,24.4,24.7,32221044.0
2020-12-18,25.09,23.8,24.07,21090240.0
2020-12-21,25.15,24.0,25.0,35027249.0
2020-12-22,25.19,23.99,24.15,25546349.0
2020-12-23,24.66,23.73,24.45,25180966.0
2020-12-24,26.67,24.37,26.37,37496124.0
2020-12-25,27.42,25.5,27.25,33231731.0
2020-12-28,27.43,26.2,26.62,28108504.0
2020-12-29,27.0,26.18,26.8,20580673.0
2020-12-30,27.42,26.5,27.37,27787810.0
2020-12-31,27.66,26.52,27.61,27739824.0
2021-01-04,27.69,26.72,27.44,25817961.0
2021-01-05,29.55,27.55,28.84,51076968.0
2021-01-06,29.81,28.57,29.55,50095772.0
2021-01-07,30.4,29.56,30.4,37166957.0
2021-01-08,30.62,28.97,30.06,21993255.0
2021-01-11,31.32,29.89,30.37,30622050.0
2021-01-12,31.33,30.0,31.1,22772388.0
2021-01-13,31.63,30.65,31.5,19603039.0
2021-01-14,31.71,30.67,30.87,17309763.0
2021-01-15,31.74,30.0,31.46,23011963.0
2021-01-18,33.52,31.09,33.2,27033008.0
2021-01-19,33.72,31.81,32.19,30885483.0
2021-01-20,33.53,32.09,32.5,36871556.0
2021-01-21,34.79,32.37,34.05,48967483.0
2021-01-22,36.47,33.95,36.25,39074364.0
2021-01-25,38.42,36.01,36.83,46819217.0
2021-01-26,36.83,35.81,36.39,26384864.0
2021-01-27,37.66,34.72,35.76,38047849.0
2021-01-28,36.07,33.63,34.01,48081305.0
2021-01-29,35.33,33.46,34.2,29465579.0
2021-02-01,37.62,33.51,37.62,57894650.0
2021-02-02,40.44,37.26,40.2,55998801.0
2021-02-03,40.62,39.01,39.55,36219229.0
2021-02-04,41.3,38.62,39.7,38947704.0
",
1436,CN,technical,2021年06月29日，潞安环能的蔡金振荡指标是多少？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-33290613.7747,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2021-03-30,6.2,6.07,6.13,22251083.0
2021-03-31,6.17,6.09,6.13,14802359.0
2021-04-01,6.16,6.04,6.14,15138364.0
2021-04-02,6.15,6.06,6.09,10596407.0
2021-04-06,6.13,6.05,6.06,10431471.0
2021-04-07,6.13,6.01,6.11,15412460.0
2021-04-08,6.27,6.11,6.19,33157893.0
2021-04-09,6.32,6.12,6.31,33468899.0
2021-04-12,6.4,6.26,6.32,26060853.0
2021-04-13,6.32,6.13,6.15,20179794.0
2021-04-14,6.25,6.08,6.21,16482396.0
2021-04-15,6.37,6.17,6.35,23646878.0
2021-04-16,6.57,6.33,6.48,36013400.0
2021-04-19,7.13,6.64,6.87,90234655.0
2021-04-20,7.09,6.79,7.07,52959073.0
2021-04-21,7.5,6.98,7.36,74422407.0
2021-04-22,7.6,7.33,7.5,65107438.0
2021-04-23,7.43,7.22,7.42,41351733.0
2021-04-26,8.14,7.71,8.04,118603615.0
2021-04-27,8.5,7.99,8.41,106503482.0
2021-04-28,9.25,8.34,9.25,84898761.0
2021-04-29,9.48,9.04,9.25,123281402.0
2021-04-30,9.34,8.82,8.95,99874876.0
2021-05-06,9.33,8.95,9.22,120987861.0
2021-05-07,10.14,9.29,10.14,111266000.0
2021-05-10,11.15,10.58,11.15,80375353.0
2021-05-11,11.69,10.61,11.22,215168817.0
2021-05-12,11.6,10.76,11.45,124729284.0
2021-05-13,10.96,10.31,10.32,156825835.0
2021-05-14,10.63,10.04,10.38,122086379.0
2021-05-17,10.88,10.32,10.35,96861654.0
2021-05-18,10.58,10.14,10.31,78573000.0
2021-05-19,10.27,9.78,9.94,84411571.0
2021-05-20,9.91,9.2,9.77,132239324.0
2021-05-21,10.13,9.59,9.9,99066854.0
2021-05-24,10.16,9.76,9.88,73585083.0
2021-05-25,10.35,9.5,9.98,91059133.0
2021-05-26,10.39,9.88,10.1,83732573.0
2021-05-27,10.86,10.01,10.48,97855318.0
2021-05-28,10.86,9.99,10.22,87656551.0
2021-05-31,10.48,10.1,10.38,42282447.0
2021-06-01,11.42,10.34,11.42,97110515.0
2021-06-02,12.49,11.66,12.13,130887138.0
2021-06-03,12.7,11.99,12.1,99522041.0
2021-06-04,12.16,11.27,12.06,78690134.0
2021-06-07,13.2,12.04,12.56,77203123.0
2021-06-08,12.67,11.93,11.94,62454430.0
2021-06-09,13.13,12.05,12.98,95763184.0
2021-06-10,13.25,12.6,12.95,71222507.0
2021-06-11,13.39,12.58,12.68,50558223.0
2021-06-15,13.3,12.4,12.71,54718358.0
2021-06-16,13.08,12.17,12.2,76544679.0
2021-06-17,12.7,12.01,12.3,51372310.0
2021-06-18,12.55,11.7,12.13,55621161.0
2021-06-21,12.9,11.77,12.51,64937382.0
2021-06-22,12.78,12.26,12.63,50986617.0
2021-06-23,12.98,12.14,12.59,64499592.0
2021-06-24,13.55,12.54,12.95,76703284.0
2021-06-25,13.93,12.73,13.84,77258035.0
2021-06-28,12.98,12.46,12.46,89993034.0
2021-06-29,12.13,11.36,11.49,83669209.0
",
1437,CN,technical,金山办公的蔡金振荡指标在2025年12月23日为多少？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1539107.2896,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2025-09-22,310.8,303.52,307.48,4925977.0
2025-09-23,307.48,288.5,295.46,9126918.0
2025-09-24,310.88,292.96,310.84,9568686.0
2025-09-25,325.0,311.69,318.54,9040410.0
2025-09-26,317.99,304.5,305.0,6300063.0
2025-09-29,309.88,302.02,307.49,5547581.0
2025-09-30,320.0,310.88,316.5,7551043.0
2025-10-09,328.86,304.05,318.93,14078460.0
2025-10-10,315.88,295.0,297.0,13630975.0
2025-10-13,351.0,316.31,321.7,26655062.0
2025-10-14,318.5,302.18,310.15,19534305.0
2025-10-15,316.3,301.11,312.93,11718176.0
2025-10-16,310.0,303.39,305.55,7537451.0
2025-10-17,306.8,296.23,297.59,7021978.0
2025-10-20,302.49,295.92,298.75,4760000.0
2025-10-21,303.5,298.0,300.31,4891714.0
2025-10-22,299.8,293.0,293.18,5123852.0
2025-10-23,300.85,292.0,300.67,5506593.0
2025-10-24,305.88,299.31,304.0,6166497.0
2025-10-27,317.71,303.42,317.0,9396740.0
2025-10-28,359.39,331.0,337.21,24770207.0
2025-10-29,339.69,327.14,337.71,11192538.0
2025-10-30,358.0,332.99,345.04,14449773.0
2025-10-31,367.77,345.0,358.99,16626395.0
2025-11-03,372.98,352.72,359.88,13893791.0
2025-11-04,359.88,347.3,350.21,9515380.0
2025-11-05,346.0,336.79,343.78,7091183.0
2025-11-06,343.7,334.11,341.91,7115846.0
2025-11-07,339.91,328.51,329.99,7102771.0
2025-11-10,335.02,326.67,330.5,5875815.0
2025-11-11,332.56,320.33,321.8,6285451.0
2025-11-12,322.3,316.0,317.8,4617063.0
2025-11-13,323.9,317.82,321.62,5198694.0
2025-11-14,321.5,310.9,311.0,5007521.0
2025-11-17,317.0,310.03,313.4,5830215.0
2025-11-18,324.79,310.53,318.67,8540560.0
2025-11-19,323.44,316.13,318.3,5868724.0
2025-11-20,319.2,307.21,307.55,6390287.0
2025-11-21,311.5,304.1,305.71,5544525.0
2025-11-24,323.95,303.33,323.0,8565496.0
2025-11-25,329.98,318.01,319.0,7671594.0
2025-11-26,324.76,315.67,319.45,6541203.0
2025-11-27,319.4,311.56,312.02,5217198.0
2025-11-28,314.37,309.5,311.31,3657342.0
2025-12-01,318.2,308.2,317.08,5171801.0
2025-12-02,317.74,307.28,309.3,4251097.0
2025-12-03,309.93,302.01,303.49,4116241.0
2025-12-04,305.31,300.05,301.19,3766630.0
2025-12-05,304.99,299.13,304.83,4279364.0
2025-12-08,307.93,304.5,305.45,4452044.0
2025-12-09,307.66,300.61,303.22,4049100.0
2025-12-10,306.0,298.01,306.0,3730559.0
2025-12-11,304.5,296.0,296.01,5102132.0
2025-12-12,308.42,294.54,307.9,7709513.0
2025-12-15,309.39,303.02,307.6,3969174.0
2025-12-16,309.89,304.96,307.31,3285053.0
2025-12-17,312.7,305.33,312.42,4150674.0
2025-12-18,314.3,306.95,306.95,3546049.0
2025-12-19,308.5,302.7,303.6,3708264.0
2025-12-22,306.98,301.67,303.6,3746747.0
2025-12-23,309.5,302.3,303.0,3509089.0
",
1438,CN,technical,对于蔡金振荡指标，牧原股份2024年01月23日的值是多少？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-10826512.8612,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2023-10-30,37.85,35.85,37.81,46181544.0
2023-10-31,37.95,37.0,37.76,29489107.0
2023-11-01,38.36,37.41,37.86,23626210.0
2023-11-02,38.76,37.75,37.8,22267758.0
2023-11-03,38.39,37.38,38.21,29361851.0
2023-11-06,38.21,36.8,37.5,31378942.0
2023-11-07,37.68,37.0,37.31,20139916.0
2023-11-08,37.43,36.8,37.07,15859240.0
2023-11-09,37.6,36.82,37.22,13718559.0
2023-11-10,37.61,36.92,37.41,15852110.0
2023-11-13,37.55,36.7,37.46,18700451.0
2023-11-14,37.86,37.25,37.47,12584807.0
2023-11-15,37.79,37.2,37.46,12577062.0
2023-11-16,37.64,37.1,37.12,9529064.0
2023-11-17,37.25,36.82,36.95,10533953.0
2023-11-20,38.32,36.96,38.12,31900174.0
2023-11-21,38.83,38.02,38.28,25437473.0
2023-11-22,39.1,37.99,38.55,23930443.0
2023-11-23,38.85,38.2,38.49,14034587.0
2023-11-24,39.18,38.25,38.94,23583649.0
2023-11-27,39.78,38.93,39.41,28806123.0
2023-11-28,39.4,38.56,38.78,18399405.0
2023-11-29,39.12,38.41,38.83,16507397.0
2023-11-30,39.18,38.76,39.08,12827372.0
2023-12-01,39.08,38.51,38.58,13105211.0
2023-12-04,40.35,38.08,39.91,40882704.0
2023-12-05,40.55,39.27,39.3,25336503.0
2023-12-06,40.99,39.0,40.63,36832065.0
2023-12-07,41.06,40.12,40.88,27847371.0
2023-12-08,41.12,40.05,40.1,21196716.0
2023-12-11,40.9,39.51,40.74,18132524.0
2023-12-12,40.88,40.0,40.47,11476833.0
2023-12-13,40.59,39.89,39.99,14786443.0
2023-12-14,40.39,38.21,39.47,29212853.0
2023-12-15,39.68,38.9,39.39,15303213.0
2023-12-18,40.33,39.11,39.97,17017014.0
2023-12-19,40.07,39.36,39.81,9682566.0
2023-12-20,39.96,39.03,39.2,12842407.0
2023-12-21,39.68,38.42,39.51,16839406.0
2023-12-22,40.29,39.28,39.91,15904140.0
2023-12-25,40.05,39.01,39.68,12251834.0
2023-12-26,39.8,39.3,39.46,9234697.0
2023-12-27,40.99,39.5,40.98,31647041.0
2023-12-28,41.08,40.52,40.78,18077904.0
2023-12-29,41.66,40.6,41.18,21017105.0
2024-01-02,41.86,40.9,41.5,17324253.0
2024-01-03,42.05,40.77,41.07,15142407.0
2024-01-04,41.19,40.64,40.96,13103602.0
2024-01-05,41.0,40.2,40.44,16109095.0
2024-01-08,40.64,39.07,39.07,25356529.0
2024-01-09,39.17,38.6,38.65,17449103.0
2024-01-10,38.84,35.25,36.73,60063998.0
2024-01-11,37.96,36.49,36.92,38506924.0
2024-01-12,38.11,36.35,37.71,23938779.0
2024-01-15,38.12,36.95,37.03,18748295.0
2024-01-16,37.79,36.85,37.57,20395842.0
2024-01-17,38.15,36.72,36.74,19078685.0
2024-01-18,37.29,35.69,37.12,25548353.0
2024-01-19,37.39,36.5,36.73,16137284.0
2024-01-22,36.9,35.5,35.86,22251928.0
2024-01-23,36.1,35.41,35.83,16702994.0
",
1439,CN,technical,计算海尔智家2023年05月12日的蔡金振荡指标的值。（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-27807418.1678,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2023-02-13,26.77,26.0,26.7,21380110.0
2023-02-14,26.85,26.56,26.77,13831700.0
2023-02-15,26.78,26.16,26.26,17796911.0
2023-02-16,26.85,26.1,26.3,21854544.0
2023-02-17,26.52,25.88,25.94,13679426.0
2023-02-20,27.7,25.97,27.55,47885877.0
2023-02-21,27.69,27.23,27.6,20527891.0
2023-02-22,27.6,27.15,27.41,17601814.0
2023-02-23,27.85,26.99,27.14,22696652.0
2023-02-24,27.14,26.39,26.54,27798811.0
2023-02-27,26.51,25.91,26.24,23511972.0
2023-02-28,26.55,25.93,26.31,26371810.0
2023-03-01,26.65,25.43,26.17,41861398.0
2023-03-02,26.24,25.81,26.0,34486676.0
2023-03-03,26.22,25.8,25.98,27295377.0
2023-03-06,25.91,25.21,25.25,36738343.0
2023-03-07,25.48,24.65,24.78,31528822.0
2023-03-08,24.76,24.34,24.58,23755517.0
2023-03-09,24.63,24.08,24.15,32487373.0
2023-03-10,24.15,23.5,23.5,31284588.0
2023-03-13,24.45,23.59,24.11,41640143.0
2023-03-14,24.1,23.3,23.58,32525560.0
2023-03-15,23.92,23.56,23.7,23835217.0
2023-03-16,23.83,23.46,23.71,15619765.0
2023-03-17,23.96,23.32,23.38,30873564.0
2023-03-20,23.63,23.05,23.08,29783925.0
2023-03-21,23.95,23.09,23.83,31645280.0
2023-03-22,24.09,23.38,23.48,26763171.0
2023-03-23,23.62,23.3,23.4,20648294.0
2023-03-24,23.56,23.15,23.48,25021900.0
2023-03-27,23.71,23.22,23.36,29239529.0
2023-03-28,23.5,23.1,23.41,27197234.0
2023-03-29,23.56,23.25,23.49,26726222.0
2023-03-30,24.39,23.37,24.22,50438767.0
2023-03-31,23.89,22.55,22.68,130461595.0
2023-04-03,23.1,22.2,22.28,95872774.0
2023-04-04,22.41,21.57,22.0,73414842.0
2023-04-06,22.3,21.79,22.29,38539584.0
2023-04-07,22.7,22.17,22.49,34415955.0
2023-04-10,22.65,22.4,22.55,24974387.0
2023-04-11,22.99,22.58,22.72,45644702.0
2023-04-12,23.5,22.77,22.99,49481744.0
2023-04-13,22.96,22.64,22.78,31742472.0
2023-04-14,23.08,22.72,22.76,28296700.0
2023-04-17,23.45,22.73,23.4,56376765.0
2023-04-18,23.64,23.21,23.52,40535499.0
2023-04-19,23.5,22.8,22.93,41141465.0
2023-04-20,23.65,22.88,23.49,55081050.0
2023-04-21,23.65,23.01,23.05,38993950.0
2023-04-24,23.35,22.42,22.61,34878207.0
2023-04-25,22.74,22.1,22.49,28641537.0
2023-04-26,22.82,22.25,22.46,19978499.0
2023-04-27,22.55,22.12,22.45,28879148.0
2023-04-28,23.82,23.11,23.7,75011476.0
2023-05-04,23.95,23.46,23.5,40950071.0
2023-05-05,23.75,22.51,22.6,43462173.0
2023-05-08,22.7,22.12,22.38,36159307.0
2023-05-09,22.69,22.17,22.26,34742300.0
2023-05-10,22.83,22.17,22.64,27457295.0
2023-05-11,22.9,22.33,22.37,22193239.0
2023-05-12,22.84,22.3,22.41,28337069.0
",
1440,CN,technical,华润三九2022年01月07日至2022年05月22日的年化收益率的值是？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.4118,easy,return,((P_T / P_0)^{242 / N} - 1) * 100%,"date,close
2022-01-07,37.95
2022-05-20,40.39
",
1441,CN,technical,2023年06月24日到2024年03月31日，软通动力的年化收益率是多少？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,94.7208,easy,return,((P_T / P_0)^{242 / N} - 1) * 100%,"date,close
2023-06-26,27.85
2024-03-29,46.48
",
1442,CN,technical,中国国航的年化收益率，在2023年06月12日-2024年03月16日期间为多少？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-12.3771,easy,return,((P_T / P_0)^{242 / N} - 1) * 100%,"date,close
2023-06-12,8.37
2024-03-15,7.57
",
1443,CN,technical,对于2023年03月02日-2024年01月08日的年化收益率，双汇发展的值是？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0869,easy,return,((P_T / P_0)^{242 / N} - 1) * 100%,"date,close
2023-03-02,26.66
2024-01-08,26.64
",
1444,CN,technical,计算爱美客2022年10月24日至2023年03月08日的年化收益率。（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,110.5469,easy,return,((P_T / P_0)^{242 / N} - 1) * 100%,"date,close
2022-10-24,427.0
2023-03-08,564.96
",
1445,CN,technical,盐湖股份2024年12月17日至2025年06月18日的年化波动率的值是？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,22.3338,easy,risk,r_t = P_t / P_{t-1} - 1；AnnVol = \sigma(r) * \sqrt{242} * 100%,"date,close
2024-12-16,16.54
2024-12-17,16.53
2024-12-18,16.6
2024-12-19,16.89
2024-12-20,16.68
2024-12-23,16.54
2024-12-24,16.84
2024-12-25,16.45
2024-12-26,16.47
2024-12-27,16.4
2024-12-30,16.45
2024-12-31,16.46
2025-01-02,16.25
2025-01-03,16.34
2025-01-06,16.62
2025-01-07,16.68
2025-01-08,16.2
2025-01-09,16.25
2025-01-10,15.9
2025-01-13,16.09
2025-01-14,16.49
2025-01-15,16.49
2025-01-16,16.53
2025-01-17,16.79
2025-01-20,16.55
2025-01-21,16.31
2025-01-22,16.2
2025-01-23,16.15
2025-01-24,16.25
2025-01-27,16.53
2025-02-05,16.31
2025-02-06,16.71
2025-02-07,16.71
2025-02-10,16.69
2025-02-11,16.47
2025-02-12,16.72
2025-02-13,16.78
2025-02-14,16.76
2025-02-17,16.65
2025-02-18,16.57
2025-02-19,16.43
2025-02-20,16.37
2025-02-21,16.52
2025-02-24,17.2
2025-02-25,17.06
2025-02-26,16.87
2025-02-27,16.81
2025-02-28,16.5
2025-03-03,16.84
2025-03-04,16.64
2025-03-05,16.51
2025-03-06,16.74
2025-03-07,16.75
2025-03-10,16.52
2025-03-11,16.53
2025-03-12,16.48
2025-03-13,16.71
2025-03-14,17.04
2025-03-17,16.97
2025-03-18,16.87
2025-03-19,16.7
2025-03-20,16.64
2025-03-21,16.6
2025-03-24,16.55
2025-03-25,16.76
2025-03-26,16.6
2025-03-27,16.63
2025-03-28,16.42
2025-03-31,16.56
2025-04-01,16.64
2025-04-02,16.59
2025-04-03,16.49
2025-04-07,15.1
2025-04-08,15.59
2025-04-09,16.19
2025-04-10,16.75
2025-04-11,16.57
2025-04-14,16.71
2025-04-15,16.65
2025-04-16,16.51
2025-04-17,16.4
2025-04-18,16.41
2025-04-21,16.41
2025-04-22,16.37
2025-04-23,16.33
2025-04-24,16.34
2025-04-25,16.15
2025-04-28,16.11
2025-04-29,16.09
2025-04-30,16.0
2025-05-06,16.08
2025-05-07,16.11
2025-05-08,16.07
2025-05-09,15.95
2025-05-12,16.09
2025-05-13,16.11
2025-05-14,16.25
2025-05-15,16.0
2025-05-16,15.93
2025-05-19,15.87
2025-05-20,15.88
2025-05-21,16.07
2025-05-22,16.05
2025-05-23,16.06
2025-05-26,15.98
2025-05-27,15.93
2025-05-28,15.87
2025-05-29,15.91
2025-05-30,15.84
2025-06-03,15.77
2025-06-04,15.98
2025-06-05,16.17
2025-06-06,16.48
2025-06-09,16.41
2025-06-10,16.2
2025-06-11,16.51
2025-06-12,16.66
2025-06-13,16.66
2025-06-16,16.61
2025-06-17,16.57
2025-06-18,16.48
",
1446,CN,technical,2024年11月17日到2025年07月07日，中国铝业的年化波动率是多少？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,27.7761,easy,risk,r_t = P_t / P_{t-1} - 1；AnnVol = \sigma(r) * \sqrt{242} * 100%,"date,close
2024-11-15,7.98
2024-11-18,7.8
2024-11-19,7.94
2024-11-20,7.91
2024-11-21,7.93
2024-11-22,7.65
2024-11-25,7.57
2024-11-26,7.57
2024-11-27,7.64
2024-11-28,7.52
2024-11-29,7.52
2024-12-02,7.59
2024-12-03,7.59
2024-12-04,7.64
2024-12-05,7.54
2024-12-06,7.64
2024-12-09,7.64
2024-12-10,7.67
2024-12-11,7.88
2024-12-12,7.85
2024-12-13,7.6
2024-12-16,7.45
2024-12-17,7.39
2024-12-18,7.38
2024-12-19,7.39
2024-12-20,7.28
2024-12-23,7.29
2024-12-24,7.43
2024-12-25,7.38
2024-12-26,7.44
2024-12-27,7.28
2024-12-30,7.48
2024-12-31,7.35
2025-01-02,7.2
2025-01-03,7.3
2025-01-06,7.18
2025-01-07,7.2
2025-01-08,7.07
2025-01-09,7.22
2025-01-10,7.28
2025-01-13,7.43
2025-01-14,7.54
2025-01-15,7.4
2025-01-16,7.77
2025-01-17,7.8
2025-01-20,7.76
2025-01-21,7.67
2025-01-22,7.69
2025-01-23,7.62
2025-01-24,7.87
2025-01-27,7.76
2025-02-05,7.84
2025-02-06,7.65
2025-02-07,7.82
2025-02-10,7.88
2025-02-11,7.85
2025-02-12,7.69
2025-02-13,7.56
2025-02-14,7.66
2025-02-17,7.49
2025-02-18,7.45
2025-02-19,7.49
2025-02-20,7.51
2025-02-21,7.7
2025-02-24,7.69
2025-02-25,7.42
2025-02-26,7.41
2025-02-27,7.23
2025-02-28,7.15
2025-03-03,7.31
2025-03-04,7.24
2025-03-05,7.41
2025-03-06,7.65
2025-03-07,7.73
2025-03-10,7.79
2025-03-11,7.72
2025-03-12,7.74
2025-03-13,7.8
2025-03-14,7.8
2025-03-17,7.69
2025-03-18,7.75
2025-03-19,7.69
2025-03-20,7.74
2025-03-21,7.58
2025-03-24,7.83
2025-03-25,7.87
2025-03-26,7.68
2025-03-27,7.65
2025-03-28,7.58
2025-03-31,7.46
2025-04-01,7.61
2025-04-02,7.46
2025-04-03,7.17
2025-04-07,6.45
2025-04-08,6.28
2025-04-09,6.37
2025-04-10,6.63
2025-04-11,6.56
2025-04-14,6.58
2025-04-15,6.45
2025-04-16,6.41
2025-04-17,6.4
2025-04-18,6.4
2025-04-21,6.54
2025-04-22,6.48
2025-04-23,6.52
2025-04-24,6.48
2025-04-25,6.61
2025-04-28,6.48
2025-04-29,6.42
2025-04-30,6.4
2025-05-06,6.49
2025-05-07,6.5
2025-05-08,6.5
2025-05-09,6.42
2025-05-12,6.59
2025-05-13,6.59
2025-05-14,6.77
2025-05-15,6.69
2025-05-16,6.61
2025-05-19,6.62
2025-05-20,6.63
2025-05-21,6.79
2025-05-22,6.67
2025-05-23,6.62
2025-05-26,6.61
2025-05-27,6.49
2025-05-28,6.52
2025-05-29,6.6
2025-05-30,6.54
2025-06-03,6.68
2025-06-04,6.68
2025-06-05,6.68
2025-06-06,6.73
2025-06-09,6.82
2025-06-10,6.84
2025-06-11,6.94
2025-06-12,6.92
2025-06-13,6.8
2025-06-16,6.9
2025-06-17,6.93
2025-06-18,6.92
2025-06-19,6.79
2025-06-20,6.9
2025-06-23,6.91
2025-06-24,6.94
2025-06-25,6.92
2025-06-26,6.97
2025-06-27,7.12
2025-06-30,7.04
2025-07-01,7.08
2025-07-02,7.19
2025-07-03,7.18
2025-07-04,7.16
2025-07-07,7.04
",
1447,CN,technical,华夏银行的年化波动率，在2020年03月03日-2021年01月17日期间为多少？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,18.735,easy,risk,r_t = P_t / P_{t-1} - 1；AnnVol = \sigma(r) * \sqrt{242} * 100%,"date,close
2020-03-02,7.08
2020-03-03,7.12
2020-03-04,7.15
2020-03-05,7.25
2020-03-06,7.16
2020-03-09,7.05
2020-03-10,7.11
2020-03-11,7.07
2020-03-12,7.04
2020-03-13,6.95
2020-03-16,6.88
2020-03-17,6.84
2020-03-18,6.7
2020-03-19,6.47
2020-03-20,6.48
2020-03-23,6.33
2020-03-24,6.45
2020-03-25,6.55
2020-03-26,6.55
2020-03-27,6.54
2020-03-30,6.51
2020-03-31,6.47
2020-04-01,6.47
2020-04-02,6.52
2020-04-03,6.47
2020-04-07,6.55
2020-04-08,6.55
2020-04-09,6.53
2020-04-10,6.47
2020-04-13,6.42
2020-04-14,6.48
2020-04-15,6.46
2020-04-16,6.48
2020-04-17,6.48
2020-04-20,6.44
2020-04-21,6.4
2020-04-22,6.41
2020-04-23,6.4
2020-04-24,6.38
2020-04-27,6.42
2020-04-28,6.42
2020-04-29,6.57
2020-04-30,6.56
2020-05-06,6.51
2020-05-07,6.47
2020-05-08,6.52
2020-05-11,6.5
2020-05-12,6.46
2020-05-13,6.44
2020-05-14,6.4
2020-05-15,6.4
2020-05-18,6.42
2020-05-19,6.43
2020-05-20,6.42
2020-05-21,6.4
2020-05-22,6.34
2020-05-25,6.32
2020-05-26,6.33
2020-05-27,6.35
2020-05-28,6.39
2020-05-29,6.37
2020-06-01,6.42
2020-06-02,6.44
2020-06-03,6.44
2020-06-04,6.4
2020-06-05,6.39
2020-06-08,6.36
2020-06-09,6.38
2020-06-10,6.34
2020-06-11,6.3
2020-06-12,6.29
2020-06-15,6.27
2020-06-16,6.32
2020-06-17,6.33
2020-06-18,6.34
2020-06-19,6.13
2020-06-22,6.13
2020-06-23,6.1
2020-06-24,6.13
2020-06-29,6.11
2020-06-30,6.12
2020-07-01,6.2
2020-07-02,6.37
2020-07-03,6.51
2020-07-06,7.14
2020-07-07,6.94
2020-07-08,7.02
2020-07-09,6.96
2020-07-10,6.76
2020-07-13,6.75
2020-07-14,6.63
2020-07-15,6.51
2020-07-16,6.48
2020-07-17,6.43
2020-07-20,6.61
2020-07-21,6.58
2020-07-22,6.58
2020-07-23,6.46
2020-07-24,6.33
2020-07-27,6.31
2020-07-28,6.35
2020-07-29,6.42
2020-07-30,6.37
2020-07-31,6.36
2020-08-03,6.41
2020-08-04,6.48
2020-08-05,6.42
2020-08-06,6.44
2020-08-07,6.36
2020-08-10,6.42
2020-08-11,6.39
2020-08-12,6.4
2020-08-13,6.39
2020-08-14,6.44
2020-08-17,6.63
2020-08-18,6.55
2020-08-19,6.53
2020-08-20,6.43
2020-08-21,6.43
2020-08-24,6.42
2020-08-25,6.42
2020-08-26,6.38
2020-08-27,6.37
2020-08-28,6.43
2020-08-31,6.43
2020-09-01,6.38
2020-09-02,6.33
2020-09-03,6.3
2020-09-04,6.23
2020-09-07,6.23
2020-09-08,6.29
2020-09-09,6.25
2020-09-10,6.2
2020-09-11,6.22
2020-09-14,6.23
2020-09-15,6.22
2020-09-16,6.25
2020-09-17,6.25
2020-09-18,6.34
2020-09-21,6.32
2020-09-22,6.24
2020-09-23,6.2
2020-09-24,6.18
2020-09-25,6.18
2020-09-28,6.17
2020-09-29,6.14
2020-09-30,6.13
2020-10-09,6.16
2020-10-12,6.24
2020-10-13,6.22
2020-10-14,6.2
2020-10-15,6.24
2020-10-16,6.27
2020-10-19,6.3
2020-10-20,6.24
2020-10-21,6.34
2020-10-22,6.29
2020-10-23,6.36
2020-10-26,6.24
2020-10-27,6.24
2020-10-28,6.18
2020-10-29,6.16
2020-10-30,6.06
2020-11-02,6.05
2020-11-03,6.14
2020-11-04,6.19
2020-11-05,6.2
2020-11-06,6.21
2020-11-09,6.26
2020-11-10,6.24
2020-11-11,6.27
2020-11-12,6.3
2020-11-13,6.19
2020-11-16,6.25
2020-11-17,6.28
2020-11-18,6.38
2020-11-19,6.37
2020-11-20,6.35
2020-11-23,6.44
2020-11-24,6.4
2020-11-25,6.36
2020-11-26,6.41
2020-11-27,6.53
2020-11-30,6.53
2020-12-01,6.68
2020-12-02,6.6
2020-12-03,6.71
2020-12-04,6.55
2020-12-07,6.44
2020-12-08,6.43
2020-12-09,6.37
2020-12-10,6.31
2020-12-11,6.31
2020-12-14,6.26
2020-12-15,6.22
2020-12-16,6.18
2020-12-17,6.24
2020-12-18,6.23
2020-12-21,6.24
2020-12-22,6.18
2020-12-23,6.18
2020-12-24,6.17
2020-12-25,6.17
2020-12-28,6.14
2020-12-29,6.15
2020-12-30,6.19
2020-12-31,6.25
2021-01-04,6.21
2021-01-05,6.26
2021-01-06,6.27
2021-01-07,6.24
2021-01-08,6.25
2021-01-11,6.17
2021-01-12,6.16
2021-01-13,6.16
2021-01-14,6.17
2021-01-15,6.23
",
1448,CN,technical,对于2024年01月27日-2024年09月19日的年化波动率，长城汽车的值是？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,33.1005,easy,risk,r_t = P_t / P_{t-1} - 1；AnnVol = \sigma(r) * \sqrt{242} * 100%,"date,close
2024-01-26,21.96
2024-01-29,21.15
2024-01-30,21.04
2024-01-31,20.43
2024-02-01,20.71
2024-02-02,20.0
2024-02-05,19.87
2024-02-06,21.43
2024-02-07,21.81
2024-02-08,22.18
2024-02-19,22.08
2024-02-20,21.62
2024-02-21,21.98
2024-02-22,22.06
2024-02-23,22.44
2024-02-26,23.2
2024-02-27,23.49
2024-02-28,22.62
2024-02-29,23.4
2024-03-01,23.92
2024-03-04,23.25
2024-03-05,23.59
2024-03-06,23.89
2024-03-07,23.38
2024-03-08,23.25
2024-03-11,23.73
2024-03-12,23.96
2024-03-13,24.33
2024-03-14,24.1
2024-03-15,24.37
2024-03-18,24.56
2024-03-19,24.03
2024-03-20,23.85
2024-03-21,23.61
2024-03-22,23.35
2024-03-25,23.11
2024-03-26,23.38
2024-03-27,22.9
2024-03-28,22.82
2024-03-29,22.84
2024-04-01,23.8
2024-04-02,23.91
2024-04-03,23.86
2024-04-08,24.31
2024-04-09,24.7
2024-04-10,25.2
2024-04-11,25.97
2024-04-12,25.43
2024-04-15,25.68
2024-04-16,25.23
2024-04-17,25.59
2024-04-18,25.49
2024-04-19,25.71
2024-04-22,24.45
2024-04-23,24.52
2024-04-24,24.75
2024-04-25,26.59
2024-04-26,26.32
2024-04-29,26.3
2024-04-30,26.2
2024-05-06,26.25
2024-05-07,26.52
2024-05-08,25.92
2024-05-09,26.25
2024-05-10,26.0
2024-05-13,26.17
2024-05-14,28.35
2024-05-15,27.71
2024-05-16,27.5
2024-05-17,27.61
2024-05-20,27.4
2024-05-21,27.09
2024-05-22,27.04
2024-05-23,26.9
2024-05-24,26.03
2024-05-27,26.44
2024-05-28,26.0
2024-05-29,26.27
2024-05-30,26.4
2024-05-31,25.97
2024-06-03,25.98
2024-06-04,25.08
2024-06-05,25.45
2024-06-06,25.48
2024-06-07,25.01
2024-06-11,25.15
2024-06-12,24.66
2024-06-13,24.75
2024-06-14,24.74
2024-06-17,25.38
2024-06-18,25.8
2024-06-19,25.82
2024-06-20,25.36
2024-06-21,25.98
2024-06-24,25.4
2024-06-25,25.6
2024-06-26,25.48
2024-06-27,25.13
2024-06-28,25.3
2024-07-01,25.28
2024-07-02,24.72
2024-07-03,24.38
2024-07-04,24.01
2024-07-05,23.72
2024-07-08,23.87
2024-07-09,24.4
2024-07-10,25.21
2024-07-11,26.22
2024-07-12,26.35
2024-07-15,26.24
2024-07-16,26.61
2024-07-17,26.39
2024-07-18,26.26
2024-07-19,26.33
2024-07-22,26.09
2024-07-23,25.3
2024-07-24,23.8
2024-07-25,23.56
2024-07-26,24.17
2024-07-29,23.8
2024-07-30,22.99
2024-07-31,23.62
2024-08-01,23.4
2024-08-02,22.89
2024-08-05,22.49
2024-08-06,22.4
2024-08-07,22.44
2024-08-08,22.29
2024-08-09,22.28
2024-08-12,22.21
2024-08-13,22.3
2024-08-14,22.02
2024-08-15,22.28
2024-08-16,22.33
2024-08-19,22.57
2024-08-20,22.25
2024-08-21,22.44
2024-08-22,22.15
2024-08-23,22.47
2024-08-26,22.36
2024-08-27,22.22
2024-08-28,21.83
2024-08-29,22.31
2024-08-30,23.16
2024-09-02,22.08
2024-09-03,22.42
2024-09-04,22.89
2024-09-05,23.27
2024-09-06,23.27
2024-09-09,22.96
2024-09-10,23.0
2024-09-11,23.52
2024-09-12,23.33
2024-09-13,23.13
2024-09-18,23.88
2024-09-19,23.91
",
1449,CN,technical,计算传音控股2020年08月24日至2021年02月05日的年化波动率。（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,69.6107,easy,risk,r_t = P_t / P_{t-1} - 1；AnnVol = \sigma(r) * \sqrt{242} * 100%,"date,close
2020-08-21,95.95
2020-08-24,100.61
2020-08-25,101.22
2020-08-26,106.7
2020-08-27,111.04
2020-08-28,111.35
2020-08-31,111.73
2020-09-01,104.67
2020-09-02,95.69
2020-09-03,95.11
2020-09-04,96.94
2020-09-07,94.37
2020-09-08,98.13
2020-09-09,97.5
2020-09-10,106.89
2020-09-11,107.18
2020-09-14,103.8
2020-09-15,100.97
2020-09-16,96.53
2020-09-17,95.3
2020-09-18,97.76
2020-09-21,98.29
2020-09-22,97.3
2020-09-23,94.0
2020-09-24,91.35
2020-09-25,87.42
2020-09-28,87.98
2020-09-29,89.0
2020-09-30,96.82
2020-10-09,102.66
2020-10-12,99.55
2020-10-13,100.68
2020-10-14,98.42
2020-10-15,97.86
2020-10-16,96.32
2020-10-19,98.47
2020-10-20,97.1
2020-10-21,95.49
2020-10-22,95.66
2020-10-23,92.3
2020-10-26,91.47
2020-10-27,93.8
2020-10-28,105.9
2020-10-29,118.8
2020-10-30,122.05
2020-11-02,126.34
2020-11-03,126.36
2020-11-04,126.6
2020-11-05,130.51
2020-11-06,128.01
2020-11-09,134.5
2020-11-10,135.99
2020-11-11,129.1
2020-11-12,129.83
2020-11-13,142.0
2020-11-16,144.07
2020-11-17,139.8
2020-11-18,133.5
2020-11-19,145.0
2020-11-20,141.33
2020-11-23,145.0
2020-11-24,138.75
2020-11-25,138.82
2020-11-26,139.47
2020-11-27,139.51
2020-11-30,137.81
2020-12-01,146.29
2020-12-02,145.57
2020-12-03,146.85
2020-12-04,144.12
2020-12-07,136.72
2020-12-08,142.88
2020-12-09,134.8
2020-12-10,133.64
2020-12-11,138.46
2020-12-14,136.5
2020-12-15,134.16
2020-12-16,129.65
2020-12-17,128.38
2020-12-18,125.78
2020-12-21,132.16
2020-12-22,135.74
2020-12-23,135.3
2020-12-24,132.0
2020-12-25,137.99
2020-12-28,140.1
2020-12-29,141.9
2020-12-30,145.0
2020-12-31,152.14
2021-01-04,159.61
2021-01-05,163.03
2021-01-06,159.71
2021-01-07,151.0
2021-01-08,147.1
2021-01-11,150.85
2021-01-12,146.98
2021-01-13,147.65
2021-01-14,158.61
2021-01-15,162.6
2021-01-18,164.74
2021-01-19,155.12
2021-01-20,177.0
2021-01-21,192.06
2021-01-22,191.0
2021-01-25,207.51
2021-01-26,197.0
2021-01-27,190.0
2021-01-28,185.2
2021-01-29,206.0
2021-02-01,187.14
2021-02-02,193.78
2021-02-03,193.56
2021-02-04,205.75
2021-02-05,222.0
",
1450,CN,technical,恒瑞医药2019年03月21日至2020年02月14日的偏度的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.9312,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2019-03-20,72.72
2019-03-21,72.4
2019-03-22,73.13
2019-03-25,71.2
2019-03-26,71.55
2019-03-27,74.36
2019-03-28,64.65
2019-03-29,65.42
2019-04-01,65.75
2019-04-02,65.28
2019-04-03,65.58
2019-04-04,66.14
2019-04-08,63.98
2019-04-09,64.82
2019-04-10,65.73
2019-04-11,63.98
2019-04-12,64.62
2019-04-15,63.35
2019-04-16,64.86
2019-04-17,64.53
2019-04-18,64.13
2019-04-19,64.45
2019-04-22,62.14
2019-04-23,62.84
2019-04-24,62.85
2019-04-25,63.9
2019-04-26,62.33
2019-04-29,65.32
2019-04-30,65.75
2019-05-06,64.2
2019-05-07,66.14
2019-05-08,64.23
2019-05-09,62.5
2019-05-10,64.12
2019-05-13,64.17
2019-05-14,63.03
2019-05-15,65.41
2019-05-16,64.28
2019-05-17,62.76
2019-05-20,60.25
2019-05-21,60.81
2019-05-22,61.06
2019-05-23,59.61
2019-05-24,60.07
2019-05-27,61.2
2019-05-28,62.52
2019-05-29,61.91
2019-05-30,61.91
2019-05-31,62.16
2019-06-03,63.22
2019-06-04,62.03
2019-06-05,59.0
2019-06-06,57.98
2019-06-10,58.63
2019-06-11,60.12
2019-06-12,60.35
2019-06-13,61.3
2019-06-14,61.28
2019-06-17,61.6
2019-06-18,62.59
2019-06-19,64.38
2019-06-20,65.51
2019-06-21,65.9
2019-06-24,66.06
2019-06-25,66.03
2019-06-26,66.5
2019-06-27,66.9
2019-06-28,66.0
2019-07-01,68.23
2019-07-02,70.21
2019-07-03,68.37
2019-07-04,66.11
2019-07-05,67.4
2019-07-08,66.5
2019-07-09,66.48
2019-07-10,67.41
2019-07-11,66.66
2019-07-12,66.45
2019-07-15,67.38
2019-07-16,66.06
2019-07-17,66.24
2019-07-18,66.02
2019-07-19,66.02
2019-07-22,66.54
2019-07-23,66.05
2019-07-24,66.6
2019-07-25,66.72
2019-07-26,66.82
2019-07-29,66.65
2019-07-30,66.96
2019-07-31,66.94
2019-08-01,66.73
2019-08-02,66.04
2019-08-05,64.1
2019-08-06,64.74
2019-08-07,65.5
2019-08-08,66.66
2019-08-09,66.88
2019-08-12,67.25
2019-08-13,67.06
2019-08-14,68.69
2019-08-15,69.0
2019-08-16,69.12
2019-08-19,71.94
2019-08-20,71.96
2019-08-21,71.71
2019-08-22,71.73
2019-08-23,76.6
2019-08-26,75.55
2019-08-27,75.8
2019-08-28,77.12
2019-08-29,76.94
2019-08-30,80.05
2019-09-02,79.61
2019-09-03,78.5
2019-09-04,78.28
2019-09-05,78.48
2019-09-06,80.11
2019-09-09,79.25
2019-09-10,80.57
2019-09-11,78.09
2019-09-12,78.6
2019-09-16,79.76
2019-09-17,79.03
2019-09-18,79.81
2019-09-19,80.14
2019-09-20,81.5
2019-09-23,81.1
2019-09-24,82.5
2019-09-25,82.83
2019-09-26,81.31
2019-09-27,81.05
2019-09-30,80.68
2019-10-08,80.35
2019-10-09,78.69
2019-10-10,83.0
2019-10-11,83.39
2019-10-14,83.56
2019-10-15,85.25
2019-10-16,85.97
2019-10-17,85.8
2019-10-18,84.27
2019-10-21,82.61
2019-10-22,83.69
2019-10-23,82.78
2019-10-24,82.71
2019-10-25,87.54
2019-10-28,91.08
2019-10-29,90.76
2019-10-30,90.18
2019-10-31,90.88
2019-11-01,92.5
2019-11-04,92.2
2019-11-05,91.3
2019-11-06,91.19
2019-11-07,90.58
2019-11-08,91.3
2019-11-11,88.88
2019-11-12,89.67
2019-11-13,91.39
2019-11-14,94.33
2019-11-15,92.7
2019-11-18,92.9
2019-11-19,95.63
2019-11-20,95.0
2019-11-21,92.6
2019-11-22,88.98
2019-11-25,88.12
2019-11-26,88.9
2019-11-27,89.65
2019-11-28,89.68
2019-11-29,85.9
2019-12-02,83.73
2019-12-03,84.55
2019-12-04,85.65
2019-12-05,85.91
2019-12-06,87.1
2019-12-09,83.62
2019-12-10,84.5
2019-12-11,85.0
2019-12-12,85.1
2019-12-13,86.85
2019-12-16,85.25
2019-12-17,86.04
2019-12-18,84.75
2019-12-19,84.86
2019-12-20,84.9
2019-12-23,85.23
2019-12-24,84.5
2019-12-25,83.38
2019-12-26,84.38
2019-12-27,84.38
2019-12-30,85.5
2019-12-31,87.52
2020-01-02,87.68
2020-01-03,85.95
2020-01-06,84.09
2020-01-07,84.87
2020-01-08,84.68
2020-01-09,86.88
2020-01-10,87.5
2020-01-13,87.84
2020-01-14,86.51
2020-01-15,86.93
2020-01-16,86.44
2020-01-17,90.66
2020-01-20,90.1
2020-01-21,90.37
2020-01-22,90.33
2020-01-23,87.99
2020-02-03,85.46
2020-02-04,86.75
2020-02-05,88.91
2020-02-06,90.09
2020-02-07,89.65
2020-02-10,88.5
2020-02-11,90.15
2020-02-12,92.96
2020-02-13,91.45
2020-02-14,91.55
",
1451,CN,technical,2022年06月06日到2022年11月19日，中国石化的偏度是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.9121,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2022-06-02,4.42
2022-06-06,4.44
2022-06-07,4.48
2022-06-08,4.51
2022-06-09,4.52
2022-06-10,4.23
2022-06-13,4.17
2022-06-14,4.24
2022-06-15,4.2
2022-06-16,4.14
2022-06-17,4.12
2022-06-20,4.07
2022-06-21,4.07
2022-06-22,4.03
2022-06-23,4.07
2022-06-24,4.08
2022-06-27,4.1
2022-06-28,4.1
2022-06-29,4.1
2022-06-30,4.08
2022-07-01,4.08
2022-07-04,4.1
2022-07-05,4.12
2022-07-06,4.07
2022-07-07,4.06
2022-07-08,4.08
2022-07-11,4.08
2022-07-12,4.09
2022-07-13,4.07
2022-07-14,4.06
2022-07-15,4.02
2022-07-18,4.1
2022-07-19,4.1
2022-07-20,4.1
2022-07-21,4.09
2022-07-22,4.11
2022-07-25,4.1
2022-07-26,4.12
2022-07-27,4.1
2022-07-28,4.12
2022-07-29,4.11
2022-08-01,4.11
2022-08-02,4.08
2022-08-03,4.06
2022-08-04,4.07
2022-08-05,4.08
2022-08-08,4.1
2022-08-09,4.11
2022-08-10,4.11
2022-08-11,4.14
2022-08-12,4.15
2022-08-15,4.14
2022-08-16,4.12
2022-08-17,4.15
2022-08-18,4.13
2022-08-19,4.14
2022-08-22,4.17
2022-08-23,4.19
2022-08-24,4.16
2022-08-25,4.23
2022-08-26,4.25
2022-08-29,4.26
2022-08-30,4.29
2022-08-31,4.27
2022-09-01,4.23
2022-09-02,4.26
2022-09-05,4.34
2022-09-06,4.41
2022-09-07,4.41
2022-09-08,4.41
2022-09-09,4.45
2022-09-13,4.43
2022-09-14,4.38
2022-09-15,4.4
2022-09-16,4.3
2022-09-19,4.18
2022-09-20,4.22
2022-09-21,4.25
2022-09-22,4.39
2022-09-23,4.47
2022-09-26,4.27
2022-09-27,4.28
2022-09-28,4.25
2022-09-29,4.26
2022-09-30,4.29
2022-10-10,4.34
2022-10-11,4.32
2022-10-12,4.34
2022-10-13,4.28
2022-10-14,4.33
2022-10-17,4.29
2022-10-18,4.29
2022-10-19,4.26
2022-10-20,4.27
2022-10-21,4.34
2022-10-24,4.33
2022-10-25,4.28
2022-10-26,4.23
2022-10-27,4.28
2022-10-28,4.28
2022-10-31,4.07
2022-11-01,4.11
2022-11-02,4.12
2022-11-03,4.2
2022-11-04,4.23
2022-11-07,4.27
2022-11-08,4.28
2022-11-09,4.28
2022-11-10,4.25
2022-11-11,4.29
2022-11-14,4.29
2022-11-15,4.28
2022-11-16,4.3
2022-11-17,4.31
2022-11-18,4.25
",
1452,CN,technical,春秋航空的偏度，在2023年07月30日-2023年08月26日期间为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.314,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2023-07-28,61.39
2023-07-31,61.15
2023-08-01,61.6
2023-08-02,59.71
2023-08-03,58.88
2023-08-04,58.15
2023-08-07,57.83
2023-08-08,58.15
2023-08-09,57.66
2023-08-10,61.4
2023-08-11,61.11
2023-08-14,60.2
2023-08-15,59.82
2023-08-16,59.74
2023-08-17,59.53
2023-08-18,59.39
2023-08-21,57.51
2023-08-22,57.0
2023-08-23,56.5
2023-08-24,57.15
2023-08-25,56.21
",
1453,CN,technical,对于2023年02月26日-2023年10月13日的偏度，歌尔股份的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.289,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2023-02-24,21.16
2023-02-27,20.49
2023-02-28,21.55
2023-03-01,21.78
2023-03-02,21.45
2023-03-03,21.25
2023-03-06,20.99
2023-03-07,20.33
2023-03-08,20.39
2023-03-09,19.98
2023-03-10,19.82
2023-03-13,20.35
2023-03-14,19.93
2023-03-15,20.33
2023-03-16,19.97
2023-03-17,19.7
2023-03-20,20.53
2023-03-21,20.46
2023-03-22,21.19
2023-03-23,22.15
2023-03-24,22.49
2023-03-27,22.16
2023-03-28,21.32
2023-03-29,21.41
2023-03-30,21.3
2023-03-31,21.4
2023-04-03,21.82
2023-04-04,22.38
2023-04-06,23.49
2023-04-07,23.02
2023-04-10,22.64
2023-04-11,22.78
2023-04-12,24.24
2023-04-13,23.3
2023-04-14,23.37
2023-04-17,22.56
2023-04-18,20.3
2023-04-19,19.79
2023-04-20,19.66
2023-04-21,18.81
2023-04-24,18.12
2023-04-25,17.45
2023-04-26,17.52
2023-04-27,17.2
2023-04-28,17.74
2023-05-04,17.81
2023-05-05,17.61
2023-05-08,17.48
2023-05-09,17.98
2023-05-10,18.07
2023-05-11,18.43
2023-05-12,18.37
2023-05-15,18.45
2023-05-16,18.82
2023-05-17,18.96
2023-05-18,18.45
2023-05-19,18.6
2023-05-22,18.31
2023-05-23,18.14
2023-05-24,18.11
2023-05-25,18.22
2023-05-26,18.27
2023-05-29,17.97
2023-05-30,18.29
2023-05-31,18.38
2023-06-01,19.18
2023-06-02,19.31
2023-06-05,19.28
2023-06-06,17.96
2023-06-07,18.14
2023-06-08,17.83
2023-06-09,18.18
2023-06-12,18.18
2023-06-13,18.54
2023-06-14,18.21
2023-06-15,18.23
2023-06-16,18.48
2023-06-19,18.58
2023-06-20,18.62
2023-06-21,17.94
2023-06-26,17.42
2023-06-27,17.61
2023-06-28,17.39
2023-06-29,17.73
2023-06-30,17.75
2023-07-03,18.59
2023-07-04,19.08
2023-07-05,18.82
2023-07-06,18.7
2023-07-07,18.52
2023-07-10,18.43
2023-07-11,18.59
2023-07-12,18.09
2023-07-13,18.65
2023-07-14,18.37
2023-07-17,18.25
2023-07-18,18.09
2023-07-19,18.03
2023-07-20,17.7
2023-07-21,17.57
2023-07-24,17.43
2023-07-25,17.72
2023-07-26,17.55
2023-07-27,17.41
2023-07-28,17.61
2023-07-31,17.9
2023-08-01,17.87
2023-08-02,17.84
2023-08-03,18.04
2023-08-04,18.1
2023-08-07,17.96
2023-08-08,17.89
2023-08-09,17.59
2023-08-10,17.72
2023-08-11,17.3
2023-08-14,16.8
2023-08-15,16.35
2023-08-16,16.31
2023-08-17,16.35
2023-08-18,16.01
2023-08-21,15.9
2023-08-22,15.75
2023-08-23,15.04
2023-08-24,14.85
2023-08-25,14.42
2023-08-28,14.72
2023-08-29,15.16
2023-08-30,15.32
2023-08-31,15.32
2023-09-01,15.43
2023-09-04,15.81
2023-09-05,15.79
2023-09-06,15.99
2023-09-07,15.62
2023-09-08,15.67
2023-09-11,16.0
2023-09-12,16.0
2023-09-13,15.56
2023-09-14,15.39
2023-09-15,15.35
2023-09-18,15.49
2023-09-19,15.24
2023-09-20,15.15
2023-09-21,15.04
2023-09-22,15.75
2023-09-25,15.53
2023-09-26,15.32
2023-09-27,15.3
2023-09-28,15.78
2023-10-09,17.36
2023-10-10,17.15
2023-10-11,18.31
2023-10-12,18.35
2023-10-13,18.33
",
1454,CN,technical,计算中国核电2023年04月29日至2023年08月13日的偏度。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3689,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2023-04-28,6.9
2023-05-04,7.16
2023-05-05,7.09
2023-05-08,7.23
2023-05-09,7.09
2023-05-10,7.12
2023-05-11,7.16
2023-05-12,7.16
2023-05-15,7.02
2023-05-16,7.01
2023-05-17,7.1
2023-05-18,7.07
2023-05-19,6.93
2023-05-22,7.01
2023-05-23,6.87
2023-05-24,6.78
2023-05-25,6.86
2023-05-26,6.98
2023-05-29,7.09
2023-05-30,7.13
2023-05-31,7.04
2023-06-01,7.0
2023-06-02,6.93
2023-06-05,6.84
2023-06-06,6.7
2023-06-07,6.71
2023-06-08,6.84
2023-06-09,6.88
2023-06-12,6.88
2023-06-13,6.87
2023-06-14,6.74
2023-06-15,6.78
2023-06-16,6.78
2023-06-19,6.76
2023-06-20,6.84
2023-06-21,6.78
2023-06-26,6.86
2023-06-27,6.88
2023-06-28,7.1
2023-06-29,7.11
2023-06-30,7.05
2023-07-03,7.11
2023-07-04,7.06
2023-07-05,7.03
2023-07-06,7.19
2023-07-07,7.38
2023-07-10,7.37
2023-07-11,7.33
2023-07-12,7.39
2023-07-13,7.31
2023-07-14,7.2
2023-07-17,7.21
2023-07-18,7.15
2023-07-19,7.18
2023-07-20,7.06
2023-07-21,7.07
2023-07-24,7.14
2023-07-25,7.06
2023-07-26,7.17
2023-07-27,7.24
2023-07-28,7.28
2023-07-31,7.31
2023-08-01,7.29
2023-08-02,7.18
2023-08-03,7.34
2023-08-04,7.31
2023-08-07,7.46
2023-08-08,7.47
2023-08-09,7.32
2023-08-10,7.35
2023-08-11,7.19
",
1455,CN,technical,伊利股份2023年11月10日至2024年02月13日的超额峰度的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5601,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2023-11-09,27.63
2023-11-10,27.52
2023-11-13,27.43
2023-11-14,27.27
2023-11-15,27.26
2023-11-16,27.02
2023-11-17,26.95
2023-11-20,27.16
2023-11-21,27.45
2023-11-22,27.2
2023-11-23,27.31
2023-11-24,27.35
2023-11-27,27.18
2023-11-28,27.27
2023-11-29,27.05
2023-11-30,27.25
2023-12-01,27.05
2023-12-04,26.8
2023-12-05,26.43
2023-12-06,26.43
2023-12-07,26.35
2023-12-08,26.36
2023-12-11,26.33
2023-12-12,26.45
2023-12-13,25.83
2023-12-14,25.88
2023-12-15,25.51
2023-12-18,25.6
2023-12-19,25.45
2023-12-20,25.33
2023-12-21,25.66
2023-12-22,26.0
2023-12-25,26.1
2023-12-26,25.81
2023-12-27,26.13
2023-12-28,26.85
2023-12-29,26.75
2024-01-02,26.27
2024-01-03,26.06
2024-01-04,25.97
2024-01-05,26.12
2024-01-08,26.15
2024-01-09,26.31
2024-01-10,26.57
2024-01-11,26.6
2024-01-12,26.75
2024-01-15,26.71
2024-01-16,26.9
2024-01-17,26.4
2024-01-18,26.75
2024-01-19,26.87
2024-01-22,26.68
2024-01-23,26.46
2024-01-24,26.8
2024-01-25,27.07
2024-01-26,27.2
2024-01-29,27.49
2024-01-30,27.28
2024-01-31,27.09
2024-02-01,26.96
2024-02-02,26.96
2024-02-05,27.65
2024-02-06,28.14
2024-02-07,28.28
2024-02-08,28.18
",
1456,CN,technical,2022年02月03日到2022年02月21日，格力电器的超额峰度是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.2481,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2022-01-28,37.83
2022-02-07,38.22
2022-02-08,38.49
2022-02-09,38.58
2022-02-10,38.74
2022-02-11,39.9
2022-02-14,39.76
2022-02-15,39.14
2022-02-16,39.22
2022-02-17,38.64
2022-02-18,39.04
2022-02-21,38.83
",
1457,CN,technical,阳光电源的超额峰度，在2020年11月18日-2021年01月27日期间为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.6316,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2020-11-17,44.99
2020-11-18,44.1
2020-11-19,43.92
2020-11-20,45.67
2020-11-23,50.9
2020-11-24,51.26
2020-11-25,48.36
2020-11-26,47.99
2020-11-27,46.92
2020-11-30,48.06
2020-12-01,48.89
2020-12-02,47.33
2020-12-03,47.75
2020-12-04,47.0
2020-12-07,48.8
2020-12-08,51.88
2020-12-09,50.87
2020-12-10,56.38
2020-12-11,54.1
2020-12-14,57.14
2020-12-15,61.99
2020-12-16,62.99
2020-12-17,62.0
2020-12-18,61.38
2020-12-21,65.9
2020-12-22,62.9
2020-12-23,69.92
2020-12-24,70.4
2020-12-25,74.7
2020-12-28,73.96
2020-12-29,66.3
2020-12-30,67.97
2020-12-31,72.28
2021-01-04,78.19
2021-01-05,76.82
2021-01-06,80.16
2021-01-07,89.0
2021-01-08,85.23
2021-01-11,81.02
2021-01-12,86.91
2021-01-13,88.2
2021-01-14,88.8
2021-01-15,84.13
2021-01-18,86.1
2021-01-19,83.9
2021-01-20,92.2
2021-01-21,93.4
2021-01-22,98.8
2021-01-25,102.5
2021-01-26,95.58
2021-01-27,104.5
",
1458,CN,technical,对于2024年04月29日-2024年08月01日的超额峰度，隆基绿能的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.1864,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2024-04-26,18.62
2024-04-29,19.0
2024-04-30,18.2
2024-05-06,18.51
2024-05-07,18.77
2024-05-08,18.51
2024-05-09,18.96
2024-05-10,18.62
2024-05-13,18.92
2024-05-14,18.83
2024-05-15,18.67
2024-05-16,18.54
2024-05-17,18.62
2024-05-20,18.5
2024-05-21,18.3
2024-05-22,19.56
2024-05-23,18.93
2024-05-24,18.76
2024-05-27,18.53
2024-05-28,18.49
2024-05-29,19.0
2024-05-30,18.9
2024-05-31,18.59
2024-06-03,18.52
2024-06-04,18.63
2024-06-05,18.28
2024-06-06,17.18
2024-06-07,16.74
2024-06-11,16.59
2024-06-12,16.65
2024-06-13,16.51
2024-06-14,16.72
2024-06-17,16.72
2024-06-18,16.74
2024-06-19,16.36
2024-06-20,15.58
2024-06-21,15.46
2024-06-24,15.03
2024-06-25,14.44
2024-06-26,14.66
2024-06-27,14.26
2024-06-28,14.02
2024-07-01,14.05
2024-07-02,13.82
2024-07-03,13.85
2024-07-04,13.46
2024-07-05,13.51
2024-07-08,13.09
2024-07-09,13.16
2024-07-10,13.56
2024-07-11,14.22
2024-07-12,14.18
2024-07-15,13.89
2024-07-16,14.07
2024-07-17,14.1
2024-07-18,14.11
2024-07-19,14.39
2024-07-22,14.38
2024-07-23,14.02
2024-07-24,13.65
2024-07-25,13.98
2024-07-26,14.14
2024-07-29,13.83
2024-07-30,13.88
2024-07-31,14.5
2024-08-01,14.37
",
1459,CN,technical,计算包钢股份2023年07月23日至2024年03月19日的超额峰度。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.1,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2023-07-21,1.8
2023-07-24,1.79
2023-07-25,1.82
2023-07-26,1.86
2023-07-27,1.86
2023-07-28,1.89
2023-07-31,1.89
2023-08-01,1.93
2023-08-02,1.91
2023-08-03,1.92
2023-08-04,1.91
2023-08-07,1.9
2023-08-08,1.89
2023-08-09,1.89
2023-08-10,1.88
2023-08-11,1.84
2023-08-14,1.84
2023-08-15,1.84
2023-08-16,1.83
2023-08-17,1.83
2023-08-18,1.81
2023-08-21,1.8
2023-08-22,1.8
2023-08-23,1.78
2023-08-24,1.77
2023-08-25,1.77
2023-08-28,1.78
2023-08-29,1.8
2023-08-30,1.79
2023-08-31,1.79
2023-09-01,1.8
2023-09-04,1.83
2023-09-05,1.82
2023-09-06,1.8
2023-09-07,1.78
2023-09-08,1.78
2023-09-11,1.78
2023-09-12,1.79
2023-09-13,1.78
2023-09-14,1.78
2023-09-15,1.78
2023-09-18,1.78
2023-09-19,1.78
2023-09-20,1.77
2023-09-21,1.74
2023-09-22,1.75
2023-09-25,1.73
2023-09-26,1.71
2023-09-27,1.71
2023-09-28,1.72
2023-10-09,1.72
2023-10-10,1.71
2023-10-11,1.71
2023-10-12,1.72
2023-10-13,1.72
2023-10-16,1.69
2023-10-17,1.68
2023-10-18,1.62
2023-10-19,1.6
2023-10-20,1.59
2023-10-23,1.54
2023-10-24,1.58
2023-10-25,1.61
2023-10-26,1.61
2023-10-27,1.64
2023-10-30,1.64
2023-10-31,1.62
2023-11-01,1.61
2023-11-02,1.6
2023-11-03,1.61
2023-11-06,1.64
2023-11-07,1.63
2023-11-08,1.61
2023-11-09,1.6
2023-11-10,1.59
2023-11-13,1.62
2023-11-14,1.61
2023-11-15,1.62
2023-11-16,1.6
2023-11-17,1.6
2023-11-20,1.6
2023-11-21,1.6
2023-11-22,1.58
2023-11-23,1.58
2023-11-24,1.58
2023-11-27,1.56
2023-11-28,1.56
2023-11-29,1.55
2023-11-30,1.53
2023-12-01,1.55
2023-12-04,1.55
2023-12-05,1.54
2023-12-06,1.54
2023-12-07,1.53
2023-12-08,1.57
2023-12-11,1.54
2023-12-12,1.53
2023-12-13,1.49
2023-12-14,1.47
2023-12-15,1.46
2023-12-18,1.42
2023-12-19,1.42
2023-12-20,1.39
2023-12-21,1.41
2023-12-22,1.42
2023-12-25,1.43
2023-12-26,1.41
2023-12-27,1.4
2023-12-28,1.46
2023-12-29,1.46
2024-01-02,1.45
2024-01-03,1.46
2024-01-04,1.44
2024-01-05,1.43
2024-01-08,1.41
2024-01-09,1.41
2024-01-10,1.42
2024-01-11,1.43
2024-01-12,1.43
2024-01-15,1.43
2024-01-16,1.44
2024-01-17,1.42
2024-01-18,1.42
2024-01-19,1.41
2024-01-22,1.39
2024-01-23,1.39
2024-01-24,1.42
2024-01-25,1.47
2024-01-26,1.47
2024-01-29,1.46
2024-01-30,1.44
2024-01-31,1.42
2024-02-01,1.42
2024-02-02,1.41
2024-02-05,1.39
2024-02-06,1.47
2024-02-07,1.52
2024-02-08,1.52
2024-02-19,1.52
2024-02-20,1.51
2024-02-21,1.52
2024-02-22,1.53
2024-02-23,1.53
2024-02-26,1.52
2024-02-27,1.53
2024-02-28,1.52
2024-02-29,1.54
2024-03-01,1.53
2024-03-04,1.51
2024-03-05,1.52
2024-03-06,1.51
2024-03-07,1.56
2024-03-08,1.54
2024-03-11,1.54
2024-03-12,1.53
2024-03-13,1.53
2024-03-14,1.52
2024-03-15,1.58
2024-03-18,1.58
2024-03-19,1.7
",
1460,CN,technical,海天味业2021年03月17日至2021年12月08日的下行偏差的值是？（默认目标收益率为0；无需年化）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0228,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2021-03-16,151.95
2021-03-17,152.87
2021-03-18,157.27
2021-03-19,152.05
2021-03-22,151.66
2021-03-23,148.5
2021-03-24,146.51
2021-03-25,147.91
2021-03-26,150.45
2021-03-29,152.06
2021-03-30,157.58
2021-03-31,159.8
2021-04-01,165.42
2021-04-02,170.4
2021-04-06,167.33
2021-04-07,170.23
2021-04-08,175.4
2021-04-09,171.79
2021-04-12,168.85
2021-04-13,170.6
2021-04-14,169.63
2021-04-15,169.25
2021-04-16,167.0
2021-04-19,169.24
2021-04-20,167.96
2021-04-21,167.85
2021-04-22,163.6
2021-04-23,170.8
2021-04-26,162.01
2021-04-27,163.33
2021-04-28,161.5
2021-04-29,166.0
2021-04-30,169.5
2021-05-06,164.99
2021-05-07,159.09
2021-05-10,159.6
2021-05-11,168.05
2021-05-12,168.68
2021-05-13,170.6
2021-05-14,173.57
2021-05-17,136.45
2021-05-18,134.67
2021-05-19,132.96
2021-05-20,133.0
2021-05-21,131.59
2021-05-24,132.3
2021-05-25,138.75
2021-05-26,137.1
2021-05-27,138.01
2021-05-28,135.83
2021-05-31,137.26
2021-06-01,138.96
2021-06-02,138.02
2021-06-03,136.8
2021-06-04,137.42
2021-06-07,136.13
2021-06-08,135.0
2021-06-09,135.8
2021-06-10,136.16
2021-06-11,134.68
2021-06-15,131.45
2021-06-16,133.9
2021-06-17,131.57
2021-06-18,129.5
2021-06-21,129.74
2021-06-22,130.92
2021-06-23,130.17
2021-06-24,130.01
2021-06-25,132.5
2021-06-28,132.48
2021-06-29,129.33
2021-06-30,128.95
2021-07-01,132.0
2021-07-02,126.24
2021-07-05,121.15
2021-07-06,117.59
2021-07-07,116.96
2021-07-08,117.34
2021-07-09,113.9
2021-07-12,116.87
2021-07-13,122.98
2021-07-14,124.82
2021-07-15,128.49
2021-07-16,123.11
2021-07-19,122.58
2021-07-20,123.86
2021-07-21,119.16
2021-07-22,119.6
2021-07-23,118.39
2021-07-26,116.04
2021-07-27,113.1
2021-07-28,112.7
2021-07-29,114.48
2021-07-30,114.64
2021-08-02,117.79
2021-08-03,119.08
2021-08-04,116.03
2021-08-05,117.35
2021-08-06,114.79
2021-08-09,121.06
2021-08-10,122.7
2021-08-11,119.56
2021-08-12,116.02
2021-08-13,115.68
2021-08-16,115.5
2021-08-17,111.9
2021-08-18,111.45
2021-08-19,110.42
2021-08-20,105.45
2021-08-23,104.98
2021-08-24,109.78
2021-08-25,109.29
2021-08-26,106.75
2021-08-27,106.09
2021-08-30,105.53
2021-08-31,94.98
2021-09-01,93.05
2021-09-02,89.8
2021-09-03,90.07
2021-09-06,92.02
2021-09-07,90.24
2021-09-08,90.75
2021-09-09,90.0
2021-09-10,90.77
2021-09-13,88.96
2021-09-14,88.18
2021-09-15,86.32
2021-09-16,89.06
2021-09-17,89.1
2021-09-22,87.08
2021-09-23,91.58
2021-09-24,100.74
2021-09-27,106.63
2021-09-28,107.67
2021-09-29,109.75
2021-09-30,110.0
2021-10-08,112.0
2021-10-11,109.92
2021-10-12,114.0
2021-10-13,113.55
2021-10-14,112.38
2021-10-15,114.67
2021-10-18,112.55
2021-10-19,115.8
2021-10-20,117.68
2021-10-21,117.0
2021-10-22,121.8
2021-10-25,118.45
2021-10-26,116.22
2021-10-27,116.25
2021-10-28,116.41
2021-10-29,117.02
2021-11-01,112.89
2021-11-02,120.0
2021-11-03,118.32
2021-11-04,123.52
2021-11-05,123.46
2021-11-08,120.05
2021-11-09,119.9
2021-11-10,117.54
2021-11-11,117.89
2021-11-12,116.4
2021-11-15,121.86
2021-11-16,121.46
2021-11-17,120.71
2021-11-18,118.98
2021-11-19,119.9
2021-11-22,118.08
2021-11-23,117.37
2021-11-24,116.38
2021-11-25,115.38
2021-11-26,114.66
2021-11-29,113.5
2021-11-30,112.3
2021-12-01,113.68
2021-12-02,112.7
2021-12-03,111.55
2021-12-06,109.86
2021-12-07,112.7
2021-12-08,112.8
",
1461,CN,technical,2023年05月01日到2024年01月30日，润泽科技的下行偏差是多少？（默认目标收益率为0；无需年化）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0386,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2023-04-28,60.0
2023-05-04,58.78
2023-05-05,57.58
2023-05-08,57.75
2023-05-09,57.5
2023-05-10,56.05
2023-05-11,55.05
2023-05-12,54.92
2023-05-15,55.85
2023-05-16,56.59
2023-05-17,55.44
2023-05-18,55.58
2023-05-19,55.41
2023-05-22,54.18
2023-05-23,54.5
2023-05-24,29.86
2023-05-25,30.09
2023-05-26,31.79
2023-05-29,32.06
2023-05-30,32.6
2023-05-31,32.36
2023-06-01,32.35
2023-06-02,32.65
2023-06-05,32.23
2023-06-06,32.4
2023-06-07,32.18
2023-06-08,31.93
2023-06-09,33.56
2023-06-12,33.2
2023-06-13,34.55
2023-06-14,35.31
2023-06-15,33.69
2023-06-16,33.85
2023-06-19,36.08
2023-06-20,36.91
2023-06-21,34.8
2023-06-26,32.67
2023-06-27,32.69
2023-06-28,30.83
2023-06-29,30.4
2023-06-30,30.76
2023-07-03,31.05
2023-07-04,32.24
2023-07-05,31.42
2023-07-06,30.62
2023-07-07,30.42
2023-07-10,29.65
2023-07-11,29.4
2023-07-12,28.75
2023-07-13,28.53
2023-07-14,29.07
2023-07-17,28.74
2023-07-18,28.56
2023-07-19,28.67
2023-07-20,28.22
2023-07-21,27.89
2023-07-24,28.1
2023-07-25,28.44
2023-07-26,28.06
2023-07-27,29.36
2023-07-28,28.94
2023-07-31,28.4
2023-08-01,28.03
2023-08-02,27.68
2023-08-03,27.42
2023-08-04,28.6
2023-08-07,27.59
2023-08-08,27.69
2023-08-09,27.47
2023-08-10,27.98
2023-08-11,27.88
2023-08-14,28.17
2023-08-15,26.87
2023-08-16,23.48
2023-08-17,22.93
2023-08-18,22.65
2023-08-21,23.05
2023-08-22,23.61
2023-08-23,23.01
2023-08-24,23.07
2023-08-25,23.29
2023-08-28,23.48
2023-08-29,24.66
2023-08-30,25.89
2023-08-31,25.7
2023-09-01,25.5
2023-09-04,26.42
2023-09-05,26.4
2023-09-06,26.25
2023-09-07,25.91
2023-09-08,26.25
2023-09-11,25.7
2023-09-12,25.67
2023-09-13,24.83
2023-09-14,24.6
2023-09-15,24.39
2023-09-18,24.49
2023-09-19,23.89
2023-09-20,24.28
2023-09-21,24.17
2023-09-22,24.85
2023-09-25,24.51
2023-09-26,24.3
2023-09-27,24.53
2023-09-28,24.35
2023-10-09,24.27
2023-10-10,24.31
2023-10-11,24.53
2023-10-12,24.5
2023-10-13,24.14
2023-10-16,23.66
2023-10-17,23.85
2023-10-18,23.18
2023-10-19,22.78
2023-10-20,21.87
2023-10-23,20.8
2023-10-24,21.13
2023-10-25,22.24
2023-10-26,23.2
2023-10-27,23.29
2023-10-30,23.55
2023-10-31,23.35
2023-11-01,22.94
2023-11-02,22.26
2023-11-03,22.73
2023-11-06,23.52
2023-11-07,24.43
2023-11-08,24.7
2023-11-09,25.17
2023-11-10,24.16
2023-11-13,25.06
2023-11-14,26.12
2023-11-15,25.92
2023-11-16,26.5
2023-11-17,27.06
2023-11-20,27.6
2023-11-21,26.65
2023-11-22,26.74
2023-11-23,26.8
2023-11-24,26.48
2023-11-27,26.34
2023-11-28,27.1
2023-11-29,26.43
2023-11-30,27.0
2023-12-01,26.7
2023-12-04,26.9
2023-12-05,25.93
2023-12-06,26.02
2023-12-07,26.4
2023-12-08,27.47
2023-12-11,27.99
2023-12-12,27.7
2023-12-13,26.92
2023-12-14,26.64
2023-12-15,26.7
2023-12-18,25.88
2023-12-19,25.8
2023-12-20,25.46
2023-12-21,25.44
2023-12-22,24.55
2023-12-25,24.72
2023-12-26,24.12
2023-12-27,24.79
2023-12-28,24.86
2023-12-29,25.37
2024-01-02,24.54
2024-01-03,24.47
2024-01-04,24.18
2024-01-05,23.7
2024-01-08,23.08
2024-01-09,22.9
2024-01-10,22.41
2024-01-11,23.13
2024-01-12,22.7
2024-01-15,22.29
2024-01-16,22.22
2024-01-17,21.67
2024-01-18,21.79
2024-01-19,21.99
2024-01-22,20.5
2024-01-23,20.77
2024-01-24,20.83
2024-01-25,21.5
2024-01-26,21.0
2024-01-29,19.97
2024-01-30,20.37
",
1462,CN,technical,通威股份的下行偏差，在2024年11月08日-2025年09月27日期间为多少？（默认目标收益率为0；无需年化）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0188,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2024-11-07,29.5
2024-11-08,30.09
2024-11-11,30.23
2024-11-12,29.63
2024-11-13,29.8
2024-11-14,28.9
2024-11-15,26.55
2024-11-18,26.74
2024-11-19,27.41
2024-11-20,27.0
2024-11-21,27.15
2024-11-22,25.99
2024-11-25,25.99
2024-11-26,26.31
2024-11-27,27.01
2024-11-28,27.02
2024-11-29,27.45
2024-12-02,27.54
2024-12-03,28.0
2024-12-04,26.86
2024-12-05,27.17
2024-12-06,26.01
2024-12-09,25.74
2024-12-10,25.26
2024-12-11,25.26
2024-12-12,25.25
2024-12-13,24.07
2024-12-16,23.59
2024-12-17,23.5
2024-12-18,23.47
2024-12-19,23.13
2024-12-20,22.66
2024-12-23,22.91
2024-12-24,23.86
2024-12-25,23.74
2024-12-26,22.39
2024-12-27,22.05
2024-12-30,22.6
2024-12-31,22.11
2025-01-02,22.09
2025-01-03,21.29
2025-01-06,21.14
2025-01-07,21.12
2025-01-08,21.15
2025-01-09,20.9
2025-01-10,20.05
2025-01-13,20.18
2025-01-14,20.71
2025-01-15,21.54
2025-01-16,21.72
2025-01-17,21.72
2025-01-20,21.17
2025-01-21,20.19
2025-01-22,19.98
2025-01-23,19.8
2025-01-24,20.71
2025-01-27,20.46
2025-02-05,20.58
2025-02-06,21.08
2025-02-07,22.74
2025-02-10,22.12
2025-02-11,21.39
2025-02-12,21.77
2025-02-13,21.43
2025-02-14,21.47
2025-02-17,21.78
2025-02-18,20.9
2025-02-19,21.19
2025-02-20,20.49
2025-02-21,20.58
2025-02-24,20.8
2025-02-25,21.42
2025-02-26,22.07
2025-02-27,21.56
2025-02-28,21.09
2025-03-03,21.31
2025-03-04,21.28
2025-03-05,20.64
2025-03-06,21.33
2025-03-07,21.42
2025-03-10,21.77
2025-03-11,22.07
2025-03-12,21.45
2025-03-13,21.02
2025-03-14,21.63
2025-03-17,21.66
2025-03-18,21.49
2025-03-19,21.12
2025-03-20,21.0
2025-03-21,20.79
2025-03-24,20.51
2025-03-25,20.5
2025-03-26,20.81
2025-03-27,20.32
2025-03-28,19.98
2025-03-31,19.13
2025-04-01,19.18
2025-04-02,18.89
2025-04-03,18.62
2025-04-07,16.76
2025-04-08,17.01
2025-04-09,17.2
2025-04-10,17.47
2025-04-11,17.31
2025-04-14,17.4
2025-04-15,17.25
2025-04-16,17.45
2025-04-17,17.27
2025-04-18,16.93
2025-04-21,17.01
2025-04-22,16.91
2025-04-23,17.01
2025-04-24,16.8
2025-04-25,16.66
2025-04-28,16.6
2025-04-29,16.31
2025-04-30,16.31
2025-05-06,16.63
2025-05-07,16.7
2025-05-08,16.9
2025-05-09,16.5
2025-05-12,17.06
2025-05-13,18.35
2025-05-14,17.79
2025-05-15,17.2
2025-05-16,17.22
2025-05-19,16.98
2025-05-20,17.15
2025-05-21,17.18
2025-05-22,16.99
2025-05-23,16.84
2025-05-26,17.13
2025-05-27,16.95
2025-05-28,16.88
2025-05-29,17.0
2025-05-30,16.29
2025-06-03,16.19
2025-06-04,16.31
2025-06-05,16.23
2025-06-06,16.09
2025-06-09,16.27
2025-06-10,15.96
2025-06-11,16.14
2025-06-12,16.0
2025-06-13,15.93
2025-06-16,15.66
2025-06-17,15.59
2025-06-18,15.39
2025-06-19,14.98
2025-06-20,15.23
2025-06-23,15.06
2025-06-24,15.48
2025-06-25,15.67
2025-06-26,15.67
2025-06-27,15.65
2025-06-30,16.75
2025-07-01,16.18
2025-07-02,17.8
2025-07-03,18.32
2025-07-04,18.36
2025-07-07,18.2
2025-07-08,20.02
2025-07-09,20.27
2025-07-10,20.81
2025-07-11,20.39
2025-07-14,20.63
2025-07-15,20.16
2025-07-16,20.63
2025-07-17,20.79
2025-07-18,20.36
2025-07-21,20.53
2025-07-22,21.67
2025-07-23,21.18
2025-07-24,21.87
2025-07-25,21.13
2025-07-28,20.6
2025-07-29,21.31
2025-07-30,21.85
2025-07-31,20.43
2025-08-01,20.58
2025-08-04,20.07
2025-08-05,20.55
2025-08-06,20.42
2025-08-07,20.14
2025-08-08,20.15
2025-08-11,20.88
2025-08-12,20.36
2025-08-13,20.18
2025-08-14,19.56
2025-08-15,20.81
2025-08-18,20.79
2025-08-19,20.61
2025-08-20,20.77
2025-08-21,20.66
2025-08-22,21.03
2025-08-25,21.57
2025-08-26,21.32
2025-08-27,20.9
2025-08-28,21.53
2025-08-29,22.03
2025-09-01,22.58
2025-09-02,21.9
2025-09-03,21.98
2025-09-04,22.97
2025-09-05,24.39
2025-09-08,24.08
2025-09-09,23.68
2025-09-10,22.26
2025-09-11,22.44
2025-09-12,22.23
2025-09-15,22.16
2025-09-16,22.39
2025-09-17,22.99
2025-09-18,22.1
2025-09-19,21.83
2025-09-22,21.28
2025-09-23,20.77
2025-09-24,21.74
2025-09-25,21.97
2025-09-26,21.74
",
1463,CN,technical,对于2024年01月11日-2024年05月16日的下行偏差，中国广核的值是？（默认目标收益率为0；无需年化）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0118,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2024-01-10,3.36
2024-01-11,3.35
2024-01-12,3.43
2024-01-15,3.41
2024-01-16,3.44
2024-01-17,3.38
2024-01-18,3.37
2024-01-19,3.35
2024-01-22,3.26
2024-01-23,3.31
2024-01-24,3.41
2024-01-25,3.57
2024-01-26,3.57
2024-01-29,3.62
2024-01-30,3.66
2024-01-31,3.82
2024-02-01,3.69
2024-02-02,3.72
2024-02-05,3.74
2024-02-06,3.79
2024-02-07,3.73
2024-02-08,3.75
2024-02-19,3.88
2024-02-20,3.99
2024-02-21,3.95
2024-02-22,3.97
2024-02-23,3.94
2024-02-26,3.81
2024-02-27,3.81
2024-02-28,3.81
2024-02-29,3.86
2024-03-01,3.82
2024-03-04,3.97
2024-03-05,4.08
2024-03-06,4.05
2024-03-07,4.07
2024-03-08,4.13
2024-03-11,4.03
2024-03-12,3.8
2024-03-13,3.79
2024-03-14,3.81
2024-03-15,3.82
2024-03-18,3.87
2024-03-19,3.82
2024-03-20,3.86
2024-03-21,3.88
2024-03-22,3.85
2024-03-25,3.84
2024-03-26,3.97
2024-03-27,3.93
2024-03-28,3.98
2024-03-29,4.04
2024-04-01,3.98
2024-04-02,4.01
2024-04-03,3.99
2024-04-08,4.11
2024-04-09,4.04
2024-04-10,4.11
2024-04-11,4.12
2024-04-12,4.09
2024-04-15,4.25
2024-04-16,4.2
2024-04-17,4.28
2024-04-18,4.21
2024-04-19,4.24
2024-04-22,4.23
2024-04-23,4.14
2024-04-24,4.23
2024-04-25,4.18
2024-04-26,4.06
2024-04-29,4.04
2024-04-30,4.11
2024-05-06,4.09
2024-05-07,4.07
2024-05-08,4.08
2024-05-09,4.06
2024-05-10,4.08
2024-05-13,4.13
2024-05-14,4.09
2024-05-15,4.03
2024-05-16,3.97
",
1464,CN,technical,计算天赐材料2022年02月03日至2022年06月07日的下行偏差。（默认目标收益率为0；无需年化）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0615,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2022-01-28,94.22
2022-02-07,97.15
2022-02-08,91.84
2022-02-09,91.98
2022-02-10,89.5
2022-02-11,87.0
2022-02-14,87.2
2022-02-15,91.09
2022-02-16,90.54
2022-02-17,96.92
2022-02-18,94.0
2022-02-21,94.13
2022-02-22,94.98
2022-02-23,99.66
2022-02-24,100.58
2022-02-25,101.61
2022-02-28,106.19
2022-03-01,105.29
2022-03-02,99.64
2022-03-03,99.68
2022-03-04,94.5
2022-03-07,89.4
2022-03-08,89.1
2022-03-09,87.55
2022-03-10,96.31
2022-03-11,98.91
2022-03-14,95.76
2022-03-15,96.1
2022-03-16,101.12
2022-03-17,104.85
2022-03-18,102.88
2022-03-21,104.76
2022-03-22,103.48
2022-03-23,101.52
2022-03-24,101.0
2022-03-25,96.78
2022-03-28,93.69
2022-03-29,96.0
2022-03-30,99.17
2022-03-31,94.0
2022-04-01,96.02
2022-04-06,92.09
2022-04-07,91.56
2022-04-08,89.95
2022-04-11,85.45
2022-04-12,86.2
2022-04-13,84.28
2022-04-14,84.31
2022-04-15,81.55
2022-04-18,82.45
2022-04-19,83.2
2022-04-20,79.0
2022-04-21,76.66
2022-04-22,73.99
2022-04-25,68.96
2022-04-26,67.0
2022-04-27,72.19
2022-04-28,71.68
2022-04-29,74.92
2022-05-05,75.03
2022-05-06,73.35
2022-05-09,73.63
2022-05-10,74.49
2022-05-11,79.25
2022-05-12,77.89
2022-05-13,77.05
2022-05-16,37.48
2022-05-17,38.86
2022-05-18,40.76
2022-05-19,41.35
2022-05-20,41.1
2022-05-23,41.1
2022-05-24,38.86
2022-05-25,38.23
2022-05-26,37.86
2022-05-27,37.71
2022-05-30,37.91
2022-05-31,38.05
2022-06-01,40.05
2022-06-02,41.44
2022-06-06,45.58
2022-06-07,44.68
",
1465,CN,technical,南方航空2021年11月26日至2022年02月11日的最大回撤的值是？（取绝对值；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.3846,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2021-11-26,6.44
2021-11-29,6.2
2021-11-30,6.12
2021-12-01,6.2
2021-12-02,6.19
2021-12-03,6.27
2021-12-06,6.16
2021-12-07,6.47
2021-12-08,6.44
2021-12-09,6.5
2021-12-10,6.5
2021-12-13,6.31
2021-12-14,6.24
2021-12-15,6.16
2021-12-16,6.28
2021-12-17,6.23
2021-12-20,6.15
2021-12-21,6.2
2021-12-22,6.21
2021-12-23,6.23
2021-12-24,6.25
2021-12-27,6.53
2021-12-28,6.51
2021-12-29,6.72
2021-12-30,6.8
2021-12-31,6.81
2022-01-04,6.96
2022-01-05,7.2
2022-01-06,6.97
2022-01-07,7.0
2022-01-10,7.12
2022-01-11,7.11
2022-01-12,7.13
2022-01-13,7.05
2022-01-14,6.95
2022-01-17,6.96
2022-01-18,7.2
2022-01-19,7.1
2022-01-20,7.18
2022-01-21,7.26
2022-01-24,7.15
2022-01-25,7.23
2022-01-26,7.18
2022-01-27,7.22
2022-01-28,7.33
2022-02-07,7.36
2022-02-08,7.5
2022-02-09,7.56
2022-02-10,7.8
2022-02-11,7.62
",
1466,CN,technical,2024年06月26日到2024年12月21日，中国神华的最大回撤是多少？（取绝对值；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.7817,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2024-06-26,43.75
2024-06-27,43.5
2024-06-28,44.37
2024-07-01,45.28
2024-07-02,45.8
2024-07-03,45.25
2024-07-04,45.4
2024-07-05,45.1
2024-07-08,43.38
2024-07-09,43.4
2024-07-10,41.71
2024-07-11,41.68
2024-07-12,41.21
2024-07-15,42.39
2024-07-16,42.41
2024-07-17,41.72
2024-07-18,42.05
2024-07-19,41.97
2024-07-22,41.73
2024-07-23,41.06
2024-07-24,41.76
2024-07-25,41.25
2024-07-26,40.8
2024-07-29,40.84
2024-07-30,39.8
2024-07-31,39.75
2024-08-01,39.41
2024-08-02,39.11
2024-08-05,38.47
2024-08-06,38.15
2024-08-07,38.88
2024-08-08,38.89
2024-08-09,39.05
2024-08-12,39.3
2024-08-13,39.08
2024-08-14,39.13
2024-08-15,40.19
2024-08-16,40.53
2024-08-19,40.35
2024-08-20,39.69
2024-08-21,39.77
2024-08-22,39.93
2024-08-23,40.28
2024-08-26,40.35
2024-08-27,41.7
2024-08-28,41.41
2024-08-29,40.75
2024-08-30,40.55
2024-09-02,41.08
2024-09-03,40.18
2024-09-04,39.66
2024-09-05,38.72
2024-09-06,38.04
2024-09-09,37.22
2024-09-10,37.49
2024-09-11,36.74
2024-09-12,37.61
2024-09-13,37.85
2024-09-18,38.24
2024-09-19,38.0
2024-09-20,38.5
2024-09-23,39.1
2024-09-24,41.18
2024-09-25,41.78
2024-09-26,42.73
2024-09-27,41.81
2024-09-30,43.6
2024-10-08,42.44
2024-10-09,40.35
2024-10-10,42.95
2024-10-11,42.6
2024-10-14,42.67
2024-10-15,41.81
2024-10-16,41.53
2024-10-17,40.99
2024-10-18,41.98
2024-10-21,41.32
2024-10-22,41.44
2024-10-23,41.05
2024-10-24,41.29
2024-10-25,40.93
2024-10-28,41.1
2024-10-29,40.98
2024-10-30,40.44
2024-10-31,40.04
2024-11-01,41.07
2024-11-04,40.75
2024-11-05,41.03
2024-11-06,40.33
2024-11-07,40.81
2024-11-08,40.19
2024-11-11,39.38
2024-11-12,38.91
2024-11-13,39.37
2024-11-14,39.61
2024-11-15,40.14
2024-11-18,41.43
2024-11-19,41.11
2024-11-20,41.04
2024-11-21,41.19
2024-11-22,39.8
2024-11-25,40.11
2024-11-26,39.8
2024-11-27,40.6
2024-11-28,40.27
2024-11-29,39.96
2024-12-02,39.61
2024-12-03,40.23
2024-12-04,42.1
2024-12-05,41.92
2024-12-06,42.34
2024-12-09,42.5
2024-12-10,42.54
2024-12-11,43.38
2024-12-12,43.11
2024-12-13,42.6
2024-12-16,43.45
2024-12-17,42.8
2024-12-18,43.06
2024-12-19,42.61
2024-12-20,41.34
",
1467,CN,technical,中国银河的最大回撤，在2021年02月21日-2021年12月28日期间为多少？（取绝对值；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.7383,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2021-02-22,10.73
2021-02-23,10.61
2021-02-24,10.64
2021-02-25,10.98
2021-02-26,10.77
2021-03-01,10.84
2021-03-02,10.66
2021-03-03,10.78
2021-03-04,10.46
2021-03-05,10.74
2021-03-08,10.59
2021-03-09,10.29
2021-03-10,10.23
2021-03-11,10.36
2021-03-12,10.38
2021-03-15,10.27
2021-03-16,10.42
2021-03-17,10.37
2021-03-18,10.29
2021-03-19,10.21
2021-03-22,10.38
2021-03-23,10.48
2021-03-24,10.59
2021-03-25,10.54
2021-03-26,10.57
2021-03-29,10.5
2021-03-30,10.56
2021-03-31,10.35
2021-04-01,10.41
2021-04-02,10.4
2021-04-06,10.41
2021-04-07,10.38
2021-04-08,10.5
2021-04-09,10.31
2021-04-12,10.12
2021-04-13,9.93
2021-04-14,10.03
2021-04-15,9.87
2021-04-16,10.01
2021-04-19,10.23
2021-04-20,10.11
2021-04-21,10.06
2021-04-22,10.1
2021-04-23,10.0
2021-04-26,9.78
2021-04-27,9.79
2021-04-28,9.76
2021-04-29,10.07
2021-04-30,9.98
2021-05-06,9.74
2021-05-07,9.7
2021-05-10,9.44
2021-05-11,9.66
2021-05-12,9.64
2021-05-13,9.57
2021-05-14,10.5
2021-05-17,10.17
2021-05-18,10.21
2021-05-19,10.23
2021-05-20,10.44
2021-05-21,10.21
2021-05-24,11.05
2021-05-25,11.31
2021-05-26,11.13
2021-05-27,11.1
2021-05-28,11.09
2021-05-31,11.17
2021-06-01,11.04
2021-06-02,10.8
2021-06-03,10.67
2021-06-04,10.71
2021-06-07,10.79
2021-06-08,10.81
2021-06-09,10.76
2021-06-10,10.74
2021-06-11,10.49
2021-06-15,10.34
2021-06-16,10.35
2021-06-17,10.32
2021-06-18,10.45
2021-06-21,10.44
2021-06-22,10.43
2021-06-23,10.47
2021-06-24,10.53
2021-06-25,10.83
2021-06-28,10.7
2021-06-29,10.61
2021-06-30,10.78
2021-07-01,10.29
2021-07-02,10.1
2021-07-05,10.07
2021-07-06,10.15
2021-07-07,10.13
2021-07-08,9.98
2021-07-09,10.01
2021-07-12,10.14
2021-07-13,10.14
2021-07-14,10.11
2021-07-15,9.98
2021-07-16,9.98
2021-07-19,9.96
2021-07-20,9.9
2021-07-21,10.02
2021-07-22,10.15
2021-07-23,10.31
2021-07-26,10.02
2021-07-27,9.72
2021-07-28,9.54
2021-07-29,9.55
2021-07-30,9.53
2021-08-02,9.83
2021-08-03,9.86
2021-08-04,9.84
2021-08-05,9.76
2021-08-06,9.77
2021-08-09,9.92
2021-08-10,10.06
2021-08-11,9.98
2021-08-12,9.94
2021-08-13,9.93
2021-08-16,9.97
2021-08-17,9.96
2021-08-18,10.51
2021-08-19,10.33
2021-08-20,10.3
2021-08-23,10.32
2021-08-24,10.51
2021-08-25,10.33
2021-08-26,10.3
2021-08-27,10.32
2021-08-30,10.11
2021-08-31,10.29
2021-09-01,10.79
2021-09-02,10.89
2021-09-03,11.1
2021-09-06,11.25
2021-09-07,11.25
2021-09-08,11.19
2021-09-09,11.38
2021-09-10,11.4
2021-09-13,11.31
2021-09-14,10.96
2021-09-15,11.01
2021-09-16,10.82
2021-09-17,10.9
2021-09-22,10.78
2021-09-23,11.06
2021-09-24,10.77
2021-09-27,10.55
2021-09-28,10.66
2021-09-29,10.53
2021-09-30,10.48
2021-10-08,10.62
2021-10-11,10.48
2021-10-12,10.25
2021-10-13,10.3
2021-10-14,10.3
2021-10-15,10.21
2021-10-18,10.29
2021-10-19,10.35
2021-10-20,10.23
2021-10-21,10.28
2021-10-22,10.25
2021-10-25,10.26
2021-10-26,10.07
2021-10-27,9.85
2021-10-28,9.84
2021-10-29,9.88
2021-11-01,10.69
2021-11-02,10.67
2021-11-03,10.66
2021-11-04,10.57
2021-11-05,10.87
2021-11-08,10.9
2021-11-09,10.97
2021-11-10,11.03
2021-11-11,11.38
2021-11-12,11.17
2021-11-15,10.8
2021-11-16,10.77
2021-11-17,10.76
2021-11-18,10.59
2021-11-19,10.77
2021-11-22,10.72
2021-11-23,10.82
2021-11-24,10.74
2021-11-25,10.72
2021-11-26,10.48
2021-11-29,10.38
2021-11-30,10.43
2021-12-01,10.54
2021-12-02,10.53
2021-12-03,10.63
2021-12-06,10.64
2021-12-07,10.85
2021-12-08,10.97
2021-12-09,11.1
2021-12-10,10.91
2021-12-13,10.8
2021-12-14,10.68
2021-12-15,10.83
2021-12-16,10.92
2021-12-17,10.82
2021-12-20,10.89
2021-12-21,11.05
2021-12-22,10.85
2021-12-23,11.1
2021-12-24,11.14
2021-12-27,11.02
2021-12-28,11.01
",
1468,CN,technical,对于2021年08月18日-2021年09月18日的最大回撤，三六零的值是？（取绝对值；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.9715,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2021-08-18,12.04
2021-08-19,12.02
2021-08-20,11.83
2021-08-23,11.99
2021-08-24,12.11
2021-08-25,12.27
2021-08-26,11.96
2021-08-27,11.78
2021-08-30,11.66
2021-08-31,11.9
2021-09-01,12.08
2021-09-02,12.07
2021-09-03,12.18
2021-09-06,12.19
2021-09-07,12.5
2021-09-08,12.74
2021-09-09,12.47
2021-09-10,12.38
2021-09-13,12.54
2021-09-14,12.49
2021-09-15,12.44
2021-09-16,12.55
2021-09-17,12.35
",
1469,CN,technical,计算石头科技2024年12月01日至2025年10月31日的最大回撤。（取绝对值；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.6387,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2024-12-02,222.51
2024-12-03,222.54
2024-12-04,217.8
2024-12-05,218.11
2024-12-06,226.0
2024-12-09,226.51
2024-12-10,231.64
2024-12-11,224.51
2024-12-12,223.12
2024-12-13,223.12
2024-12-16,222.94
2024-12-17,224.31
2024-12-18,221.38
2024-12-19,218.22
2024-12-20,216.02
2024-12-23,215.4
2024-12-24,215.96
2024-12-25,212.66
2024-12-26,210.0
2024-12-27,211.02
2024-12-30,222.68
2024-12-31,219.29
2025-01-02,220.3
2025-01-03,226.12
2025-01-06,235.19
2025-01-07,234.18
2025-01-08,240.91
2025-01-09,235.28
2025-01-10,223.8
2025-01-13,219.99
2025-01-14,226.5
2025-01-15,224.03
2025-01-16,237.3
2025-01-17,237.1
2025-01-20,235.0
2025-01-21,238.66
2025-01-22,235.22
2025-01-23,229.18
2025-01-24,227.78
2025-01-27,228.79
2025-02-05,223.55
2025-02-06,234.76
2025-02-07,237.03
2025-02-10,239.1
2025-02-11,239.18
2025-02-12,236.32
2025-02-13,244.95
2025-02-14,256.6
2025-02-17,254.12
2025-02-18,245.3
2025-02-19,248.03
2025-02-20,252.23
2025-02-21,269.39
2025-02-24,265.59
2025-02-25,260.1
2025-02-26,260.22
2025-02-27,254.28
2025-02-28,239.0
2025-03-03,234.76
2025-03-04,235.62
2025-03-05,234.8
2025-03-06,245.98
2025-03-07,242.86
2025-03-10,245.82
2025-03-11,242.22
2025-03-12,237.84
2025-03-13,240.9
2025-03-14,247.2
2025-03-17,248.35
2025-03-18,255.25
2025-03-19,257.95
2025-03-20,249.78
2025-03-21,250.0
2025-03-24,254.8
2025-03-25,251.22
2025-03-26,244.6
2025-03-27,249.51
2025-03-28,246.26
2025-03-31,243.18
2025-04-01,245.32
2025-04-02,247.4
2025-04-03,226.03
2025-04-07,188.07
2025-04-08,184.52
2025-04-09,186.81
2025-04-10,195.0
2025-04-11,190.8
2025-04-14,188.98
2025-04-15,185.5
2025-04-16,183.6
2025-04-17,183.79
2025-04-18,181.9
2025-04-21,184.49
2025-04-22,185.0
2025-04-23,187.8
2025-04-24,188.47
2025-04-25,191.28
2025-04-28,188.0
2025-04-29,185.47
2025-04-30,193.48
2025-05-06,197.0
2025-05-07,200.08
2025-05-08,204.4
2025-05-09,203.4
2025-05-12,217.67
2025-05-13,213.99
2025-05-14,218.5
2025-05-15,220.68
2025-05-16,218.0
2025-05-19,219.79
2025-05-20,230.47
2025-05-21,229.35
2025-05-22,237.6
2025-05-23,243.01
2025-05-26,232.5
2025-05-27,229.79
2025-05-28,236.96
2025-05-29,227.64
2025-05-30,227.48
2025-06-03,228.0
2025-06-04,229.39
2025-06-05,221.37
2025-06-06,222.7
2025-06-09,220.25
2025-06-10,218.33
2025-06-11,217.85
2025-06-12,216.08
2025-06-13,212.85
2025-06-16,213.12
2025-06-17,211.75
2025-06-18,208.95
2025-06-19,208.5
2025-06-20,208.54
2025-06-23,201.0
2025-06-24,143.75
2025-06-25,152.8
2025-06-26,158.4
2025-06-27,156.18
2025-06-30,156.55
2025-07-01,154.64
2025-07-02,155.68
2025-07-03,158.44
2025-07-04,156.18
2025-07-07,153.6
2025-07-08,153.95
2025-07-09,150.0
2025-07-10,148.78
2025-07-11,148.61
2025-07-14,162.89
2025-07-15,163.7
2025-07-16,161.22
2025-07-17,166.8
2025-07-18,163.08
2025-07-21,160.26
2025-07-22,159.82
2025-07-23,162.21
2025-07-24,161.3
2025-07-25,166.0
2025-07-28,168.92
2025-07-29,179.87
2025-07-30,176.8
2025-07-31,173.36
2025-08-01,172.4
2025-08-04,178.27
2025-08-05,179.1
2025-08-06,178.46
2025-08-07,177.26
2025-08-08,177.02
2025-08-11,178.1
2025-08-12,181.38
2025-08-13,179.34
2025-08-14,175.86
2025-08-15,182.95
2025-08-18,209.04
2025-08-19,206.7
2025-08-20,204.1
2025-08-21,207.48
2025-08-22,212.39
2025-08-25,211.78
2025-08-26,208.5
2025-08-27,212.36
2025-08-28,211.15
2025-08-29,214.89
2025-09-01,212.0
2025-09-02,207.89
2025-09-03,208.96
2025-09-04,202.9
2025-09-05,210.0
2025-09-08,208.81
2025-09-09,206.28
2025-09-10,206.1
2025-09-11,201.5
2025-09-12,197.0
2025-09-15,202.68
2025-09-16,204.14
2025-09-17,218.0
2025-09-18,212.43
2025-09-19,211.49
2025-09-22,200.22
2025-09-23,200.35
2025-09-24,201.2
2025-09-25,210.25
2025-09-26,208.61
2025-09-29,209.23
2025-09-30,209.78
2025-10-09,202.8
2025-10-10,197.79
2025-10-13,187.5
2025-10-14,183.59
2025-10-15,184.38
2025-10-16,179.0
2025-10-17,173.0
2025-10-20,176.3
2025-10-21,179.08
2025-10-22,183.36
2025-10-23,183.8
2025-10-24,186.4
2025-10-27,185.01
2025-10-28,185.45
2025-10-29,188.35
2025-10-30,185.77
2025-10-31,163.4
",
1470,CN,technical,华能国际2023年12月26日至2024年01月09日的跟踪误差的值是？（需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4347,easy,risk,TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2023-12-25,7.84,3347.45
2023-12-26,7.87,3324.79
2023-12-27,7.97,3336.36
2023-12-28,7.82,3414.54
2023-12-29,7.7,3431.11
2024-01-02,8.0,3386.35
2024-01-03,8.33,3378.3
2024-01-04,8.42,3347.05
2024-01-05,8.35,3329.11
2024-01-08,8.45,3286.06
2024-01-09,8.55,3292.5
",
1471,CN,technical,2020年08月27日到2021年01月09日，中航成飞的跟踪误差是多少？（需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4632,easy,risk,TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2020-08-26,14.75,4706.13
2020-08-27,14.55,4731.35
2020-08-28,15.38,4844.27
2020-08-31,15.73,4816.22
2020-09-01,16.11,4842.12
2020-09-02,16.12,4843.89
2020-09-03,15.8,4817.1
2020-09-04,16.07,4770.22
2020-09-07,15.3,4669.37
2020-09-08,15.57,4694.39
2020-09-09,16.26,4584.59
2020-09-10,14.5,4581.98
2020-09-11,14.81,4627.28
2020-09-14,15.44,4651.05
2020-09-15,15.27,4688.48
2020-09-16,14.68,4657.36
2020-09-17,14.52,4632.71
2020-09-18,14.92,4737.09
2020-09-21,16.47,4691.43
2020-09-22,16.8,4635.76
2020-09-23,16.65,4652.33
2020-09-24,16.06,4563.07
2020-09-25,15.96,4570.02
2020-09-28,15.57,4581.91
2020-09-29,16.55,4591.8
2020-09-30,16.35,4587.4
2020-10-09,16.6,4681.14
2020-10-12,17.73,4823.16
2020-10-13,17.5,4839.2
2020-10-14,16.9,4807.1
2020-10-15,17.21,4798.74
2020-10-16,16.72,4791.68
2020-10-19,17.06,4755.49
2020-10-20,17.06,4793.47
2020-10-21,16.23,4792.83
2020-10-22,16.13,4777.98
2020-10-23,16.07,4718.49
2020-10-26,16.16,4691.24
2020-10-27,15.93,4699.28
2020-10-28,16.75,4737.27
2020-10-29,16.28,4772.92
2020-10-30,16.35,4695.33
2020-11-02,14.99,4720.83
2020-11-03,15.12,4777.56
2020-11-04,14.88,4813.66
2020-11-05,14.84,4885.11
2020-11-06,14.22,4885.72
2020-11-09,14.69,4981.35
2020-11-10,14.76,4953.88
2020-11-11,14.72,4904.9
2020-11-12,14.47,4908.46
2020-11-13,14.89,4856.85
2020-11-16,14.81,4904.17
2020-11-17,14.48,4894.79
2020-11-18,14.77,4891.67
2020-11-19,15.3,4927.99
2020-11-20,15.16,4943.29
2020-11-23,14.97,5005.03
2020-11-24,15.1,4974.29
2020-11-25,14.69,4910.7
2020-11-26,14.82,4919.59
2020-11-27,15.04,4980.77
2020-11-30,14.88,4960.25
2020-12-01,15.03,5067.1
2020-12-02,15.31,5067.14
2020-12-03,15.02,5057.06
2020-12-04,15.06,5065.92
2020-12-07,14.94,5022.24
2020-12-08,14.97,5009.88
2020-12-09,14.22,4942.7
2020-12-10,13.93,4940.52
2020-12-11,13.58,4889.63
2020-12-14,13.91,4934.84
2020-12-15,13.91,4945.1
2020-12-16,13.72,4953.87
2020-12-17,13.93,5017.48
2020-12-18,13.85,4999.97
2020-12-21,14.13,5046.84
2020-12-22,13.66,4964.77
2020-12-23,14.26,5007.12
2020-12-24,14.39,5000.02
2020-12-25,14.45,5042.01
2020-12-28,14.48,5064.41
2020-12-29,14.51,5042.94
2020-12-30,14.52,5113.71
2020-12-31,14.95,5211.29
2021-01-04,15.76,5267.72
2021-01-05,15.92,5368.5
2021-01-06,15.88,5417.67
2021-01-07,15.4,5513.66
2021-01-08,15.39,5495.43
",
1472,CN,technical,光大银行的跟踪误差，在2024年04月29日-2025年04月17日期间为多少？（需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2136,easy,risk,TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2024-04-26,3.11,3584.27
2024-04-29,3.13,3623.91
2024-04-30,3.15,3604.39
2024-05-06,3.16,3657.88
2024-05-07,3.17,3659.01
2024-05-08,3.14,3630.22
2024-05-09,3.15,3664.56
2024-05-10,3.17,3666.28
2024-05-13,3.18,3664.69
2024-05-14,3.18,3657.05
2024-05-15,3.16,3626.06
2024-05-16,3.18,3640.36
2024-05-17,3.22,3677.97
2024-05-20,3.25,3690.96
2024-05-21,3.26,3676.16
2024-05-22,3.29,3684.45
2024-05-23,3.26,3641.79
2024-05-24,3.24,3601.48
2024-05-27,3.28,3635.71
2024-05-28,3.26,3609.17
2024-05-29,3.23,3613.52
2024-05-30,3.22,3594.31
2024-05-31,3.24,3579.92
2024-06-03,3.21,3588.75
2024-06-04,3.23,3615.67
2024-06-05,3.21,3594.79
2024-06-06,3.18,3592.25
2024-06-07,3.21,3574.11
2024-06-11,3.15,3542.88
2024-06-12,3.14,3544.12
2024-06-13,3.11,3526.13
2024-06-14,3.14,3541.53
2024-06-17,3.11,3536.2
2024-06-18,3.11,3545.59
2024-06-19,3.12,3528.75
2024-06-20,3.1,3503.28
2024-06-21,3.09,3495.62
2024-06-24,3.1,3476.81
2024-06-25,3.12,3457.9
2024-06-26,3.13,3480.26
2024-06-27,3.17,3454.12
2024-06-28,3.17,3461.66
2024-07-01,3.19,3478.18
2024-07-02,3.26,3471.79
2024-07-03,3.27,3463.41
2024-07-04,3.28,3445.81
2024-07-05,3.22,3431.06
2024-07-08,3.24,3401.76
2024-07-09,3.27,3439.81
2024-07-10,3.28,3428.97
2024-07-11,3.25,3468.17
2024-07-12,3.3,3472.4
2024-07-15,3.32,3476.25
2024-07-16,3.34,3498.28
2024-07-17,3.37,3501.58
2024-07-18,3.37,3520.93
2024-07-19,3.37,3539.02
2024-07-22,3.32,3514.92
2024-07-23,3.33,3439.88
2024-07-24,3.18,3418.17
2024-07-25,3.15,3399.27
2024-07-26,3.09,3409.29
2024-07-29,3.17,3390.74
2024-07-30,3.17,3369.38
2024-07-31,3.16,3442.08
2024-08-01,3.18,3419.27
2024-08-02,3.16,3384.39
2024-08-05,3.14,3343.32
2024-08-06,3.11,3342.98
2024-08-07,3.14,3341.49
2024-08-08,3.14,3342.94
2024-08-09,3.13,3331.63
2024-08-12,3.1,3325.86
2024-08-13,3.12,3334.39
2024-08-14,3.12,3309.24
2024-08-15,3.18,3341.95
2024-08-16,3.22,3345.63
2024-08-19,3.26,3356.97
2024-08-20,3.25,3332.7
2024-08-21,3.23,3321.64
2024-08-22,3.25,3313.14
2024-08-23,3.26,3327.19
2024-08-26,3.25,3324.22
2024-08-27,3.26,3305.33
2024-08-28,3.22,3286.5
2024-08-29,3.1,3277.68
2024-08-30,3.06,3321.43
2024-09-02,3.07,3265.01
2024-09-03,3.03,3273.43
2024-09-04,3.06,3252.16
2024-09-05,3.07,3257.76
2024-09-06,3.08,3231.35
2024-09-09,3.05,3192.95
2024-09-10,3.08,3195.76
2024-09-11,3.01,3186.13
2024-09-12,3.04,3172.47
2024-09-13,3.04,3159.25
2024-09-18,3.05,3171.01
2024-09-19,3.07,3196.04
2024-09-20,3.09,3201.05
2024-09-23,3.14,3212.76
2024-09-24,3.28,3351.91
2024-09-25,3.33,3401.53
2024-09-26,3.51,3545.32
2024-09-27,3.46,3703.68
2024-09-30,3.6,4017.85
2024-10-08,3.65,4256.1
2024-10-09,3.41,3955.98
2024-10-10,3.55,3997.79
2024-10-11,3.49,3887.17
2024-10-14,3.58,3961.34
2024-10-15,3.48,3855.99
2024-10-16,3.54,3831.59
2024-10-17,3.51,3788.22
2024-10-18,3.51,3925.23
2024-10-21,3.46,3935.2
2024-10-22,3.46,3957.78
2024-10-23,3.48,3973.21
2024-10-24,3.46,3928.83
2024-10-25,3.42,3956.42
2024-10-28,3.42,3964.16
2024-10-29,3.41,3924.65
2024-10-30,3.36,3889.45
2024-10-31,3.45,3891.04
2024-11-01,3.45,3890.02
2024-11-04,3.47,3944.76
2024-11-05,3.53,4044.57
2024-11-06,3.48,4024.28
2024-11-07,3.54,4145.7
2024-11-08,3.49,4104.05
2024-11-11,3.49,4131.13
2024-11-12,3.45,4085.74
2024-11-13,3.47,4110.89
2024-11-14,3.46,4039.62
2024-11-15,3.45,3968.83
2024-11-18,3.6,3950.38
2024-11-19,3.61,3976.89
2024-11-20,3.6,3985.77
2024-11-21,3.59,3989.3
2024-11-22,3.52,3865.7
2024-11-25,3.54,3848.09
2024-11-26,3.59,3840.18
2024-11-27,3.62,3907.04
2024-11-28,3.62,3872.55
2024-11-29,3.6,3916.58
2024-12-02,3.6,3947.63
2024-12-03,3.69,3951.89
2024-12-04,3.71,3930.56
2024-12-05,3.68,3921.59
2024-12-06,3.73,3973.14
2024-12-09,3.74,3966.57
2024-12-10,3.75,3995.64
2024-12-11,3.69,3988.83
2024-12-12,3.78,4028.5
2024-12-13,3.72,3933.18
2024-12-16,3.73,3911.84
2024-12-17,3.68,3922.03
2024-12-18,3.77,3941.89
2024-12-19,3.72,3945.46
2024-12-20,3.7,3927.74
2024-12-23,3.76,3933.57
2024-12-24,3.8,3983.69
2024-12-25,3.83,3985.63
2024-12-26,3.81,3987.48
2024-12-27,3.82,3981.03
2024-12-30,3.91,3999.05
2024-12-31,3.87,3934.91
2025-01-02,3.73,3820.4
2025-01-03,3.71,3775.16
2025-01-06,3.72,3768.97
2025-01-07,3.73,3796.11
2025-01-08,3.74,3789.22
2025-01-09,3.68,3779.88
2025-01-10,3.68,3732.48
2025-01-13,3.61,3722.51
2025-01-14,3.67,3820.54
2025-01-15,3.69,3796.03
2025-01-16,3.73,3800.38
2025-01-17,3.71,3812.34
2025-01-20,3.76,3829.68
2025-01-21,3.78,3832.61
2025-01-22,3.65,3797.02
2025-01-23,3.87,3803.74
2025-01-24,3.87,3832.86
2025-01-27,3.87,3817.08
2025-02-05,3.78,3795.08
2025-02-06,3.77,3842.83
2025-02-07,3.75,3892.7
2025-02-10,3.75,3901.06
2025-02-11,3.75,3883.14
2025-02-12,3.76,3919.86
2025-02-13,3.77,3905.14
2025-02-14,3.78,3939.01
2025-02-17,3.78,3947.4
2025-02-18,3.84,3912.78
2025-02-19,3.83,3940.16
2025-02-20,3.85,3928.9
2025-02-21,3.79,3978.44
2025-02-24,3.77,3969.72
2025-02-25,3.74,3925.65
2025-02-26,3.75,3959.94
2025-02-27,3.79,3968.12
2025-02-28,3.76,3890.05
2025-03-03,3.75,3888.47
2025-03-04,3.76,3885.22
2025-03-05,3.85,3902.57
2025-03-06,3.8,3956.24
2025-03-07,3.8,3944.01
2025-03-10,3.74,3928.8
2025-03-11,3.75,3941.42
2025-03-12,3.78,3927.23
2025-03-13,3.8,3911.58
2025-03-14,3.86,4006.56
2025-03-17,3.87,3996.79
2025-03-18,3.86,4007.72
2025-03-19,3.9,4010.17
2025-03-20,3.9,3974.99
2025-03-21,3.84,3914.7
2025-03-24,3.84,3934.85
2025-03-25,3.86,3932.3
2025-03-26,3.81,3919.36
2025-03-27,3.84,3932.41
2025-03-28,3.82,3915.17
2025-03-31,3.78,3887.31
2025-04-01,3.74,3887.68
2025-04-02,3.81,3884.39
2025-04-03,3.82,3861.5
2025-04-07,3.59,3589.44
2025-04-08,3.66,3650.76
2025-04-09,3.65,3686.79
2025-04-10,3.64,3735.12
2025-04-11,3.65,3750.52
2025-04-14,3.7,3759.14
2025-04-15,3.72,3761.23
2025-04-16,3.79,3772.82
2025-04-17,3.82,3772.22
",
1473,CN,technical,对于2020年11月29日-2021年07月28日的跟踪误差，招商轮船的值是？（需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.4612,easy,risk,TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2020-11-27,5.98,4980.77
2020-11-30,6.04,4960.25
2020-12-01,6.04,5067.1
2020-12-02,6.06,5067.14
2020-12-03,5.98,5057.06
2020-12-04,5.98,5065.92
2020-12-07,5.81,5022.24
2020-12-08,5.79,5009.88
2020-12-09,5.74,4942.7
2020-12-10,5.73,4940.52
2020-12-11,5.7,4889.63
2020-12-14,5.73,4934.84
2020-12-15,5.68,4945.1
2020-12-16,5.57,4953.87
2020-12-17,5.75,5017.48
2020-12-18,5.66,4999.97
2020-12-21,5.7,5046.84
2020-12-22,5.48,4964.77
2020-12-23,5.47,5007.12
2020-12-24,5.53,5000.02
2020-12-25,5.62,5042.01
2020-12-28,5.57,5064.41
2020-12-29,5.65,5042.94
2020-12-30,5.6,5113.71
2020-12-31,5.65,5211.29
2021-01-04,5.7,5267.72
2021-01-05,5.85,5368.5
2021-01-06,5.7,5417.67
2021-01-07,5.74,5513.66
2021-01-08,5.9,5495.43
2021-01-11,5.65,5441.16
2021-01-12,5.79,5596.35
2021-01-13,6.0,5577.97
2021-01-14,5.84,5470.46
2021-01-15,5.83,5458.08
2021-01-18,5.91,5518.52
2021-01-19,5.77,5437.52
2021-01-20,5.73,5476.43
2021-01-21,5.66,5564.97
2021-01-22,5.67,5569.78
2021-01-25,5.52,5625.92
2021-01-26,5.48,5512.97
2021-01-27,5.48,5528.0
2021-01-28,5.37,5377.14
2021-01-29,4.85,5351.96
2021-02-01,4.73,5417.65
2021-02-02,4.78,5501.09
2021-02-03,4.66,5485.2
2021-02-04,4.5,5473.95
2021-02-05,4.44,5483.41
2021-02-08,4.51,5564.56
2021-02-09,4.68,5686.25
2021-02-10,4.66,5807.72
2021-02-18,5.02,5768.38
2021-02-19,5.09,5778.84
2021-02-22,5.41,5597.33
2021-02-23,5.26,5579.67
2021-02-24,5.3,5437.57
2021-02-25,5.38,5469.56
2021-02-26,5.23,5336.76
2021-03-01,5.29,5418.78
2021-03-02,5.2,5349.63
2021-03-03,5.23,5452.21
2021-03-04,5.2,5280.71
2021-03-05,5.2,5262.8
2021-03-08,5.17,5080.02
2021-03-09,5.23,4971.0
2021-03-10,5.06,5003.61
2021-03-11,5.23,5128.22
2021-03-12,5.35,5146.38
2021-03-15,5.41,5035.54
2021-03-16,5.36,5079.36
2021-03-17,5.57,5100.86
2021-03-18,5.56,5141.77
2021-03-19,5.55,5007.09
2021-03-22,5.51,5057.15
2021-03-23,5.37,5009.25
2021-03-24,5.16,4928.69
2021-03-25,5.16,4926.35
2021-03-26,5.19,5037.99
2021-03-29,5.24,5046.88
2021-03-30,5.13,5094.73
2021-03-31,5.22,5048.36
2021-04-01,5.18,5110.78
2021-04-02,5.15,5161.56
2021-04-06,5.14,5140.34
2021-04-07,5.56,5103.74
2021-04-08,5.07,5112.21
2021-04-09,4.97,5035.34
2021-04-12,5.0,4947.75
2021-04-13,5.02,4939.64
2021-04-14,4.99,4980.63
2021-04-15,4.89,4948.97
2021-04-16,4.94,4966.18
2021-04-19,4.97,5087.02
2021-04-20,4.94,5083.37
2021-04-21,4.92,5098.74
2021-04-22,4.98,5089.24
2021-04-23,4.93,5135.45
2021-04-26,4.87,5077.24
2021-04-27,4.83,5090.52
2021-04-28,4.82,5119.24
2021-04-29,4.9,5164.17
2021-04-30,4.91,5123.49
2021-05-06,5.1,5061.12
2021-05-07,5.32,4996.05
2021-05-10,5.37,4992.42
2021-05-11,5.43,5023.06
2021-05-12,5.43,5044.55
2021-05-13,5.42,4992.97
2021-05-14,5.32,5110.59
2021-05-17,5.34,5184.99
2021-05-18,5.35,5187.6
2021-05-19,5.3,5172.27
2021-05-20,5.34,5186.41
2021-05-21,5.45,5134.15
2021-05-24,5.53,5155.59
2021-05-25,5.52,5318.48
2021-05-26,5.38,5320.59
2021-05-27,5.42,5338.23
2021-05-28,5.35,5321.09
2021-05-31,5.31,5331.57
2021-06-01,5.33,5341.68
2021-06-02,5.34,5289.97
2021-06-03,5.27,5255.29
2021-06-04,5.23,5282.28
2021-06-07,5.12,5277.63
2021-06-08,5.15,5232.12
2021-06-09,5.18,5236.45
2021-06-10,5.27,5271.47
2021-06-11,5.23,5224.7
2021-06-15,5.2,5166.56
2021-06-16,5.18,5080.49
2021-06-17,5.59,5101.89
2021-06-18,5.57,5102.47
2021-06-21,5.51,5090.39
2021-06-22,5.64,5122.16
2021-06-23,5.75,5147.39
2021-06-24,4.63,5155.97
2021-06-25,4.63,5239.97
2021-06-28,4.72,5251.76
2021-06-29,4.61,5190.54
2021-06-30,4.62,5224.04
2021-07-01,4.42,5229.66
2021-07-02,4.59,5081.12
2021-07-05,4.62,5085.79
2021-07-06,4.7,5083.1
2021-07-07,4.6,5140.49
2021-07-08,4.45,5088.26
2021-07-09,4.34,5069.44
2021-07-12,4.22,5132.71
2021-07-13,4.21,5142.1
2021-07-14,4.17,5083.08
2021-07-15,4.14,5151.46
2021-07-16,4.12,5094.77
2021-07-19,4.1,5113.49
2021-07-20,4.1,5108.99
2021-07-21,4.08,5144.04
2021-07-22,4.13,5151.75
2021-07-23,4.04,5089.23
2021-07-26,3.91,4925.3
2021-07-27,3.86,4751.31
2021-07-28,3.83,4760.48
",
1474,CN,technical,计算中国石化2023年03月21日至2023年06月03日的跟踪误差。（需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3304,easy,risk,TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2023-03-20,5.66,3939.08
2023-03-21,5.57,3982.38
2023-03-22,5.64,3999.44
2023-03-23,5.7,4039.09
2023-03-24,5.52,4027.05
2023-03-27,5.35,4012.48
2023-03-28,5.56,3999.51
2023-03-29,5.47,4006.14
2023-03-30,5.6,4038.53
2023-03-31,5.62,4050.93
2023-04-03,5.56,4090.57
2023-04-04,5.79,4103.11
2023-04-06,5.81,4096.64
2023-04-07,5.71,4123.28
2023-04-10,5.89,4104.81
2023-04-11,6.0,4100.15
2023-04-12,6.16,4097.29
2023-04-13,6.07,4068.98
2023-04-14,6.1,4092.0
2023-04-17,6.35,4149.38
2023-04-18,6.33,4162.03
2023-04-19,6.28,4124.56
2023-04-20,6.34,4113.02
2023-04-21,6.25,4032.57
2023-04-24,6.32,3982.64
2023-04-25,6.53,3962.67
2023-04-26,6.51,3959.23
2023-04-27,6.59,3988.42
2023-04-28,6.71,4029.09
2023-05-04,6.71,4030.25
2023-05-05,6.59,4016.88
2023-05-08,6.89,4062.66
2023-05-09,6.81,4027.88
2023-05-10,6.47,3996.87
2023-05-11,6.33,3990.66
2023-05-12,6.34,3937.76
2023-05-15,6.38,3998.89
2023-05-16,6.41,3978.21
2023-05-17,6.45,3960.17
2023-05-18,6.59,3956.07
2023-05-19,6.41,3944.54
2023-05-22,6.32,3969.33
2023-05-23,6.23,3913.19
2023-05-24,6.09,3859.09
2023-05-25,6.09,3850.5
2023-05-26,6.18,3850.95
2023-05-29,6.51,3833.94
2023-05-30,6.45,3837.75
2023-05-31,6.36,3798.54
2023-06-01,6.49,3806.87
2023-06-02,6.49,3861.83
",
1475,CN,technical,江西铜业2024年03月05日至2024年06月02日的信息比率的值是？（需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.4216,easy,risk-adjusted return,IR = (AnnRet - AnnRet_b) / TE；TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2024-03-04,19.72,3540.87
2024-03-05,19.65,3565.51
2024-03-06,19.84,3551.05
2024-03-07,20.57,3529.72
2024-03-08,20.9,3544.91
2024-03-11,20.69,3589.26
2024-03-12,20.15,3597.49
2024-03-13,20.28,3572.36
2024-03-14,21.19,3562.22
2024-03-15,22.75,3569.99
2024-03-18,23.01,3603.53
2024-03-19,22.89,3577.63
2024-03-20,22.77,3585.38
2024-03-21,22.86,3581.09
2024-03-22,22.2,3545.0
2024-03-25,22.51,3525.76
2024-03-26,22.39,3543.75
2024-03-27,22.12,3502.79
2024-03-28,22.5,3520.96
2024-03-29,23.28,3537.48
2024-04-01,23.55,3595.65
2024-04-02,24.04,3580.68
2024-04-03,25.32,3567.8
2024-04-08,25.6,3536.41
2024-04-09,25.49,3533.49
2024-04-10,26.4,3504.71
2024-04-11,25.57,3504.24
2024-04-12,25.9,3475.84
2024-04-15,26.47,3549.08
2024-04-16,25.25,3511.11
2024-04-17,26.03,3565.4
2024-04-18,27.42,3569.8
2024-04-19,27.18,3541.66
2024-04-22,26.29,3530.9
2024-04-23,24.65,3506.22
2024-04-24,25.3,3521.62
2024-04-25,25.63,3530.28
2024-04-26,26.58,3584.27
2024-04-29,26.03,3623.91
2024-04-30,26.13,3604.39
2024-05-06,26.04,3657.88
2024-05-07,25.75,3659.01
2024-05-08,25.45,3630.22
2024-05-09,25.96,3664.56
2024-05-10,26.78,3666.28
2024-05-13,26.73,3664.69
2024-05-14,27.29,3657.05
2024-05-15,26.85,3626.06
2024-05-16,26.33,3640.36
2024-05-17,26.75,3677.97
2024-05-20,28.32,3690.96
2024-05-21,27.3,3676.16
2024-05-22,26.8,3684.45
2024-05-23,25.52,3641.79
2024-05-24,25.67,3601.48
2024-05-27,26.09,3635.71
2024-05-28,26.14,3609.17
2024-05-29,26.67,3613.52
2024-05-30,25.53,3594.31
2024-05-31,25.49,3579.92
",
1476,CN,technical,2022年10月20日到2023年04月29日，中国交建的信息比率是多少？（需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.898,easy,risk-adjusted return,IR = (AnnRet - AnnRet_b) / TE；TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2022-10-19,7.09,3776.53
2022-10-20,7.07,3754.93
2022-10-21,7.36,3742.89
2022-10-24,7.05,3633.37
2022-10-25,7.08,3627.45
2022-10-26,7.07,3656.9
2022-10-27,7.09,3631.14
2022-10-28,6.88,3541.33
2022-10-31,6.69,3508.7
2022-11-01,6.95,3634.17
2022-11-02,6.96,3677.81
2022-11-03,6.9,3647.9
2022-11-04,7.01,3767.17
2022-11-07,7.11,3775.3
2022-11-08,7.12,3749.33
2022-11-09,7.05,3714.27
2022-11-10,7.07,3685.69
2022-11-11,7.24,3788.44
2022-11-14,7.23,3794.02
2022-11-15,7.27,3865.97
2022-11-16,7.18,3834.39
2022-11-17,7.22,3818.66
2022-11-18,7.11,3801.57
2022-11-21,7.09,3769.13
2022-11-22,7.8,3769.57
2022-11-23,8.58,3773.53
2022-11-24,8.28,3756.81
2022-11-25,8.78,3775.78
2022-11-28,8.76,3733.24
2022-11-29,9.12,3848.42
2022-11-30,9.06,3853.04
2022-12-01,8.85,3894.77
2022-12-02,8.97,3870.95
2022-12-05,9.87,3946.88
2022-12-06,9.45,3968.2
2022-12-07,9.38,3958.44
2022-12-08,9.26,3959.18
2022-12-09,9.05,3998.24
2022-12-12,8.88,3953.44
2022-12-13,9.0,3945.68
2022-12-14,8.97,3954.89
2022-12-15,8.9,3951.99
2022-12-16,9.05,3954.23
2022-12-19,8.31,3893.22
2022-12-20,8.26,3829.02
2022-12-21,8.27,3830.54
2022-12-22,8.13,3836.03
2022-12-23,8.19,3828.22
2022-12-26,8.19,3843.49
2022-12-27,8.24,3887.85
2022-12-28,8.11,3871.26
2022-12-29,7.98,3856.7
2022-12-30,8.05,3871.63
2023-01-03,8.28,3887.9
2023-01-04,8.24,3892.95
2023-01-05,8.3,3968.58
2023-01-06,8.16,3980.89
2023-01-09,8.13,4013.12
2023-01-10,8.07,4017.47
2023-01-11,8.05,4010.03
2023-01-12,7.96,4017.87
2023-01-13,8.01,4074.38
2023-01-16,8.28,4137.96
2023-01-17,8.28,4137.24
2023-01-18,8.28,4130.31
2023-01-19,8.31,4156.01
2023-01-20,8.68,4181.53
2023-01-30,8.49,4201.35
2023-01-31,8.55,4156.86
2023-02-01,8.86,4195.93
2023-02-02,8.98,4181.15
2023-02-03,8.81,4141.63
2023-02-06,8.77,4086.88
2023-02-07,9.11,4094.23
2023-02-08,8.83,4076.14
2023-02-09,8.9,4130.86
2023-02-10,9.04,4106.31
2023-02-13,9.25,4143.57
2023-02-14,9.15,4145.29
2023-02-15,9.07,4123.69
2023-02-16,8.87,4093.49
2023-02-17,8.79,4034.51
2023-02-20,9.28,4133.49
2023-02-21,9.3,4144.35
2023-02-22,9.38,4106.95
2023-02-23,9.24,4103.65
2023-02-24,9.13,4061.05
2023-02-27,9.03,4043.84
2023-02-28,9.23,4069.46
2023-03-01,9.58,4126.94
2023-03-02,10.15,4117.74
2023-03-03,10.78,4130.55
2023-03-06,10.68,4109.01
2023-03-07,10.59,4048.85
2023-03-08,10.71,4034.11
2023-03-09,10.58,4019.85
2023-03-10,10.57,3967.14
2023-03-13,11.06,4008.69
2023-03-14,11.03,3984.7
2023-03-15,11.59,3986.9
2023-03-16,11.38,3939.15
2023-03-17,11.86,3958.82
2023-03-20,11.58,3939.08
2023-03-21,11.35,3982.38
2023-03-22,11.29,3999.44
2023-03-23,11.8,4039.09
2023-03-24,11.11,4027.05
2023-03-27,11.06,4012.48
2023-03-28,11.3,3999.51
2023-03-29,10.6,4006.14
2023-03-30,10.56,4038.53
2023-03-31,10.56,4050.93
2023-04-03,10.66,4090.57
2023-04-04,11.65,4103.11
2023-04-06,11.59,4096.64
2023-04-07,11.25,4123.28
2023-04-10,11.63,4104.81
2023-04-11,11.8,4100.15
2023-04-12,11.98,4097.29
2023-04-13,11.82,4068.98
2023-04-14,12.05,4092.0
2023-04-17,12.49,4149.38
2023-04-18,12.45,4162.03
2023-04-19,11.99,4124.56
2023-04-20,12.62,4113.02
2023-04-21,12.16,4032.57
2023-04-24,12.0,3982.64
2023-04-25,12.06,3962.67
2023-04-26,11.41,3959.23
2023-04-27,11.75,3988.42
2023-04-28,12.35,4029.09
",
1477,CN,technical,新华保险的信息比率，在2023年03月25日-2024年02月22日期间为多少？（需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0134,easy,risk-adjusted return,IR = (AnnRet - AnnRet_b) / TE；TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2023-03-24,29.75,4027.05
2023-03-27,29.36,4012.48
2023-03-28,29.35,3999.51
2023-03-29,29.0,4006.14
2023-03-30,28.92,4038.53
2023-03-31,30.5,4050.93
2023-04-03,31.63,4090.57
2023-04-04,31.79,4103.11
2023-04-06,31.59,4096.64
2023-04-07,31.47,4123.28
2023-04-10,31.77,4104.81
2023-04-11,31.72,4100.15
2023-04-12,31.89,4097.29
2023-04-13,32.09,4068.98
2023-04-14,31.77,4092.0
2023-04-17,32.7,4149.38
2023-04-18,33.35,4162.03
2023-04-19,33.14,4124.56
2023-04-20,33.25,4113.02
2023-04-21,32.35,4032.57
2023-04-24,33.84,3982.64
2023-04-25,33.84,3962.67
2023-04-26,33.5,3959.23
2023-04-27,35.8,3988.42
2023-04-28,38.85,4029.09
2023-05-04,41.4,4030.25
2023-05-05,41.26,4016.88
2023-05-08,43.05,4062.66
2023-05-09,40.61,4027.88
2023-05-10,39.98,3996.87
2023-05-11,40.58,3990.66
2023-05-12,39.52,3937.76
2023-05-15,40.9,3998.89
2023-05-16,39.66,3978.21
2023-05-17,38.96,3960.17
2023-05-18,39.38,3956.07
2023-05-19,38.93,3944.54
2023-05-22,38.93,3969.33
2023-05-23,38.0,3913.19
2023-05-24,37.1,3859.09
2023-05-25,37.07,3850.5
2023-05-26,37.11,3850.95
2023-05-29,36.72,3833.94
2023-05-30,37.13,3837.75
2023-05-31,36.79,3798.54
2023-06-01,36.78,3806.87
2023-06-02,37.37,3861.83
2023-06-05,37.22,3844.25
2023-06-06,37.29,3808.16
2023-06-07,37.44,3789.34
2023-06-08,37.95,3820.19
2023-06-09,37.65,3836.7
2023-06-12,38.66,3844.43
2023-06-13,38.81,3864.91
2023-06-14,38.54,3864.02
2023-06-15,38.18,3925.5
2023-06-16,38.23,3963.35
2023-06-19,37.27,3930.91
2023-06-20,36.73,3924.24
2023-06-21,36.22,3864.03
2023-06-26,35.2,3809.7
2023-06-27,35.92,3845.43
2023-06-28,36.12,3840.8
2023-06-29,36.38,3821.84
2023-06-30,36.77,3842.45
2023-07-03,39.6,3892.88
2023-07-04,39.65,3899.01
2023-07-05,39.14,3868.81
2023-07-06,39.42,3842.75
2023-07-07,40.23,3825.7
2023-07-10,39.23,3844.33
2023-07-11,39.3,3869.49
2023-07-12,39.62,3843.44
2023-07-13,40.42,3898.42
2023-07-14,40.31,3899.1
2023-07-17,40.08,3867.17
2023-07-18,39.8,3854.94
2023-07-19,39.97,3850.87
2023-07-20,38.68,3823.69
2023-07-21,38.71,3821.91
2023-07-24,38.39,3805.22
2023-07-25,42.19,3915.12
2023-07-26,41.82,3907.01
2023-07-27,42.26,3902.35
2023-07-28,45.58,3992.74
2023-07-31,45.42,4014.63
2023-08-01,45.28,3998.0
2023-08-02,45.0,3969.9
2023-08-03,47.0,4004.98
2023-08-04,46.8,4020.58
2023-08-07,45.46,3990.15
2023-08-08,45.1,3979.73
2023-08-09,45.04,3967.57
2023-08-10,44.66,3975.72
2023-08-11,42.85,3884.25
2023-08-14,42.7,3855.91
2023-08-15,43.31,3846.54
2023-08-16,42.79,3818.33
2023-08-17,42.35,3831.1
2023-08-18,42.83,3784.0
2023-08-21,41.23,3729.56
2023-08-22,42.18,3758.23
2023-08-23,41.54,3696.63
2023-08-24,40.83,3723.43
2023-08-25,41.67,3709.15
2023-08-28,42.3,3752.62
2023-08-29,41.82,3790.11
2023-08-30,40.99,3788.51
2023-08-31,40.5,3765.27
2023-09-01,41.97,3791.49
2023-09-04,42.75,3848.95
2023-09-05,41.01,3820.32
2023-09-06,41.56,3812.03
2023-09-07,40.8,3758.47
2023-09-08,40.86,3739.99
2023-09-11,41.56,3767.54
2023-09-12,38.34,3760.6
2023-09-13,38.54,3736.65
2023-09-14,38.25,3733.51
2023-09-15,38.42,3708.78
2023-09-18,38.25,3727.71
2023-09-19,37.84,3720.5
2023-09-20,37.6,3705.69
2023-09-21,37.4,3672.44
2023-09-22,37.86,3738.93
2023-09-25,37.29,3714.6
2023-09-26,37.31,3692.89
2023-09-27,37.0,3700.5
2023-09-28,36.83,3689.52
2023-10-09,36.71,3684.73
2023-10-10,36.05,3657.13
2023-10-11,35.82,3667.55
2023-10-12,37.02,3702.38
2023-10-13,36.72,3663.41
2023-10-16,36.89,3626.6
2023-10-17,37.79,3639.4
2023-10-18,37.1,3610.58
2023-10-19,36.13,3533.54
2023-10-20,35.83,3510.59
2023-10-23,35.37,3474.24
2023-10-24,35.62,3487.13
2023-10-25,35.12,3504.46
2023-10-26,35.12,3514.14
2023-10-27,34.38,3562.39
2023-10-30,33.35,3583.77
2023-10-31,33.4,3572.51
2023-11-01,32.95,3571.03
2023-11-02,32.55,3554.19
2023-11-03,32.52,3584.14
2023-11-06,33.56,3632.61
2023-11-07,32.84,3619.76
2023-11-08,32.75,3611.07
2023-11-09,32.64,3612.83
2023-11-10,32.0,3586.49
2023-11-13,32.09,3579.41
2023-11-14,32.08,3582.06
2023-11-15,32.71,3607.25
2023-11-16,32.33,3572.36
2023-11-17,32.23,3568.07
2023-11-20,32.38,3576.32
2023-11-21,32.47,3581.07
2023-11-22,32.08,3544.42
2023-11-23,32.51,3561.52
2023-11-24,32.04,3538.01
2023-11-27,31.32,3511.94
2023-11-28,31.29,3518.52
2023-11-29,31.07,3488.31
2023-11-30,31.25,3496.2
2023-12-01,31.49,3482.88
2023-12-04,31.03,3460.14
2023-12-05,30.23,3394.26
2023-12-06,30.36,3399.6
2023-12-07,30.47,3391.28
2023-12-08,30.16,3399.46
2023-12-11,30.63,3419.45
2023-12-12,31.0,3426.8
2023-12-13,30.3,3369.61
2023-12-14,30.08,3351.96
2023-12-15,30.12,3341.55
2023-12-18,29.82,3329.37
2023-12-19,29.85,3334.04
2023-12-20,29.12,3297.5
2023-12-21,29.44,3330.87
2023-12-22,29.42,3337.23
2023-12-25,29.4,3347.45
2023-12-26,29.5,3324.79
2023-12-27,29.34,3336.36
2023-12-28,31.1,3414.54
2023-12-29,31.13,3431.11
2024-01-02,31.2,3386.35
2024-01-03,31.52,3378.3
2024-01-04,30.95,3347.05
2024-01-05,30.88,3329.11
2024-01-08,30.17,3286.06
2024-01-09,29.85,3292.5
2024-01-10,29.28,3277.13
2024-01-11,29.24,3295.67
2024-01-12,28.59,3284.17
2024-01-15,28.52,3280.92
2024-01-16,29.32,3300.88
2024-01-17,28.79,3229.08
2024-01-18,29.09,3274.73
2024-01-19,28.83,3269.78
2024-01-22,28.25,3218.9
2024-01-23,28.2,3231.93
2024-01-24,29.49,3277.11
2024-01-25,31.22,3342.92
2024-01-26,31.37,3333.82
2024-01-29,31.27,3303.96
2024-01-30,30.21,3245.04
2024-01-31,30.6,3215.35
2024-02-01,29.64,3217.71
2024-02-02,29.2,3179.63
2024-02-05,29.0,3200.42
2024-02-06,30.05,3311.69
2024-02-07,30.37,3343.63
2024-02-08,30.59,3364.93
2024-02-19,31.19,3403.81
2024-02-20,31.05,3410.85
2024-02-21,33.0,3456.87
2024-02-22,33.82,3486.67
",
1478,CN,technical,对于2021年05月07日-2021年06月29日的信息比率，海螺水泥的值是？（需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-3.4195,easy,risk-adjusted return,IR = (AnnRet - AnnRet_b) / TE；TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2021-05-06,49.38,5061.12
2021-05-07,50.24,4996.05
2021-05-10,50.11,4992.42
2021-05-11,49.43,5023.06
2021-05-12,49.3,5044.55
2021-05-13,49.0,4992.97
2021-05-14,49.83,5110.59
2021-05-17,50.32,5184.99
2021-05-18,49.89,5187.6
2021-05-19,49.51,5172.27
2021-05-20,49.38,5186.41
2021-05-21,49.12,5134.15
2021-05-24,49.01,5155.59
2021-05-25,49.67,5318.48
2021-05-26,49.68,5320.59
2021-05-27,49.53,5338.23
2021-05-28,49.05,5321.09
2021-05-31,49.03,5331.57
2021-06-01,48.75,5341.68
2021-06-02,48.35,5289.97
2021-06-03,48.41,5255.29
2021-06-04,48.28,5282.28
2021-06-07,48.55,5277.63
2021-06-08,48.93,5232.12
2021-06-09,48.8,5236.45
2021-06-10,48.43,5271.47
2021-06-11,48.09,5224.7
2021-06-15,47.17,5166.56
2021-06-16,47.08,5080.49
2021-06-17,43.89,5101.89
2021-06-18,42.79,5102.47
2021-06-21,40.92,5090.39
2021-06-22,41.39,5122.16
2021-06-23,41.88,5147.39
2021-06-24,41.49,5155.97
2021-06-25,42.08,5239.97
2021-06-28,42.13,5251.76
2021-06-29,41.13,5190.54
",
1479,CN,technical,计算山金国际2021年05月02日至2021年09月14日的信息比率。（需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0371,easy,risk-adjusted return,IR = (AnnRet - AnnRet_b) / TE；TE = \sigma(r - r_b) * \sqrt{242}；r_b 为基准日收益率,"date,close,benchmark_close
2021-04-30,8.57,5123.49
2021-05-06,8.73,5061.12
2021-05-07,9.35,4996.05
2021-05-10,10.29,4992.42
2021-05-11,10.47,5023.06
2021-05-12,10.64,5044.55
2021-05-13,10.25,4992.97
2021-05-14,10.61,5110.59
2021-05-17,10.63,5184.99
2021-05-18,10.96,5187.6
2021-05-19,11.14,5172.27
2021-05-20,11.0,5186.41
2021-05-21,10.66,5134.15
2021-05-24,10.95,5155.59
2021-05-25,10.56,5318.48
2021-05-26,10.85,5320.59
2021-05-27,10.58,5338.23
2021-05-28,10.3,5321.09
2021-05-31,10.48,5331.57
2021-06-01,10.78,5341.68
2021-06-02,10.05,5289.97
2021-06-03,9.85,5255.29
2021-06-04,9.91,5282.28
2021-06-07,10.77,5277.63
2021-06-08,10.76,5232.12
2021-06-09,11.02,5236.45
2021-06-10,10.95,5271.47
2021-06-11,11.34,5224.7
2021-06-15,10.33,5166.56
2021-06-16,10.46,5080.49
2021-06-17,9.85,5101.89
2021-06-18,9.84,5102.47
2021-06-21,9.65,5090.39
2021-06-22,9.55,5122.16
2021-06-23,9.65,5147.39
2021-06-24,9.93,5155.97
2021-06-25,10.01,5239.97
2021-06-28,9.66,5251.76
2021-06-29,9.59,5190.54
2021-06-30,9.51,5224.04
2021-07-01,9.84,5229.66
2021-07-02,9.82,5081.12
2021-07-05,9.7,5085.79
2021-07-06,10.11,5083.1
2021-07-07,10.01,5140.49
2021-07-08,9.77,5088.26
2021-07-09,9.93,5069.44
2021-07-12,9.9,5132.71
2021-07-13,9.76,5142.1
2021-07-14,9.72,5083.08
2021-07-15,9.93,5151.46
2021-07-16,9.79,5094.77
2021-07-19,9.42,5113.49
2021-07-20,9.74,5108.99
2021-07-21,9.63,5144.04
2021-07-22,9.75,5151.75
2021-07-23,9.99,5089.23
2021-07-26,9.75,4925.3
2021-07-27,9.5,4751.31
2021-07-28,8.82,4760.48
2021-07-29,9.19,4850.27
2021-07-30,9.13,4811.17
2021-08-02,9.0,4933.74
2021-08-03,8.96,4934.46
2021-08-04,8.94,4978.85
2021-08-05,8.81,4948.67
2021-08-06,8.8,4921.56
2021-08-09,8.57,4985.56
2021-08-10,8.63,5043.15
2021-08-11,8.7,5015.34
2021-08-12,8.97,4973.35
2021-08-13,9.08,4945.98
2021-08-16,8.92,4941.07
2021-08-17,8.91,4837.4
2021-08-18,8.94,4894.24
2021-08-19,8.93,4862.14
2021-08-20,8.78,4769.27
2021-08-23,8.76,4835.88
2021-08-24,8.72,4888.39
2021-08-25,8.75,4898.16
2021-08-26,8.66,4801.61
2021-08-27,8.89,4827.04
2021-08-30,8.64,4813.27
2021-08-31,8.86,4805.61
2021-09-01,8.72,4869.46
2021-09-02,8.68,4869.41
2021-09-03,8.75,4843.06
2021-09-06,8.87,4933.73
2021-09-07,8.86,4992.83
2021-09-08,9.05,4972.13
2021-09-09,9.55,4970.01
2021-09-10,9.77,5013.52
2021-09-13,10.17,4991.66
2021-09-14,9.76,4917.16
",
1480,CN,technical,三花智控2023年12月06日至2024年02月03日的夏普比率的值是？（默认无风险利率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-2.2052,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{242}),"date,close
2023-12-05,27.81
2023-12-06,27.7
2023-12-07,28.23
2023-12-08,28.25
2023-12-11,29.4
2023-12-12,28.95
2023-12-13,29.51
2023-12-14,29.23
2023-12-15,29.04
2023-12-18,29.15
2023-12-19,29.44
2023-12-20,28.97
2023-12-21,28.56
2023-12-22,28.83
2023-12-25,29.08
2023-12-26,28.12
2023-12-27,28.4
2023-12-28,28.18
2023-12-29,29.4
2024-01-02,28.36
2024-01-03,26.62
2024-01-04,27.05
2024-01-05,27.0
2024-01-08,26.07
2024-01-09,26.28
2024-01-10,25.92
2024-01-11,25.81
2024-01-12,25.53
2024-01-15,25.57
2024-01-16,25.47
2024-01-17,24.2
2024-01-18,24.47
2024-01-19,24.11
2024-01-22,23.11
2024-01-23,23.26
2024-01-24,23.15
2024-01-25,22.23
2024-01-26,21.32
2024-01-29,20.81
2024-01-30,20.61
2024-01-31,21.0
2024-02-01,21.6
2024-02-02,21.1
",
1481,CN,technical,2020年08月08日到2021年04月08日，阳光电源的夏普比率是多少？（默认无风险利率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.2819,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{242}),"date,close
2020-08-07,19.85
2020-08-10,21.84
2020-08-11,23.1
2020-08-12,20.81
2020-08-13,20.85
2020-08-14,20.93
2020-08-17,21.05
2020-08-18,21.0
2020-08-19,19.91
2020-08-20,19.3
2020-08-21,19.5
2020-08-24,20.78
2020-08-25,20.69
2020-08-26,20.1
2020-08-27,20.95
2020-08-28,21.75
2020-08-31,21.93
2020-09-01,22.16
2020-09-02,22.26
2020-09-03,21.9
2020-09-04,21.89
2020-09-07,21.54
2020-09-08,21.53
2020-09-09,20.38
2020-09-10,20.35
2020-09-11,24.42
2020-09-14,24.52
2020-09-15,24.6
2020-09-16,26.29
2020-09-17,28.35
2020-09-18,28.01
2020-09-21,26.57
2020-09-22,26.12
2020-09-23,29.83
2020-09-24,26.88
2020-09-25,26.85
2020-09-28,27.74
2020-09-29,26.85
2020-09-30,27.49
2020-10-09,31.96
2020-10-12,32.22
2020-10-13,31.4
2020-10-14,31.6
2020-10-15,30.42
2020-10-16,30.42
2020-10-19,28.8
2020-10-20,29.95
2020-10-21,29.28
2020-10-22,28.8
2020-10-23,27.97
2020-10-26,30.02
2020-10-27,30.52
2020-10-28,31.53
2020-10-29,32.36
2020-10-30,38.83
2020-11-02,45.33
2020-11-03,45.78
2020-11-04,44.3
2020-11-05,45.5
2020-11-06,43.4
2020-11-09,44.3
2020-11-10,47.2
2020-11-11,43.52
2020-11-12,47.77
2020-11-13,46.36
2020-11-16,45.85
2020-11-17,44.99
2020-11-18,44.1
2020-11-19,43.92
2020-11-20,45.67
2020-11-23,50.9
2020-11-24,51.26
2020-11-25,48.36
2020-11-26,47.99
2020-11-27,46.92
2020-11-30,48.06
2020-12-01,48.89
2020-12-02,47.33
2020-12-03,47.75
2020-12-04,47.0
2020-12-07,48.8
2020-12-08,51.88
2020-12-09,50.87
2020-12-10,56.38
2020-12-11,54.1
2020-12-14,57.14
2020-12-15,61.99
2020-12-16,62.99
2020-12-17,62.0
2020-12-18,61.38
2020-12-21,65.9
2020-12-22,62.9
2020-12-23,69.92
2020-12-24,70.4
2020-12-25,74.7
2020-12-28,73.96
2020-12-29,66.3
2020-12-30,67.97
2020-12-31,72.28
2021-01-04,78.19
2021-01-05,76.82
2021-01-06,80.16
2021-01-07,89.0
2021-01-08,85.23
2021-01-11,81.02
2021-01-12,86.91
2021-01-13,88.2
2021-01-14,88.8
2021-01-15,84.13
2021-01-18,86.1
2021-01-19,83.9
2021-01-20,92.2
2021-01-21,93.4
2021-01-22,98.8
2021-01-25,102.5
2021-01-26,95.58
2021-01-27,104.5
2021-01-28,99.59
2021-01-29,104.8
2021-02-01,96.88
2021-02-02,98.4
2021-02-03,104.02
2021-02-04,109.5
2021-02-05,115.2
2021-02-08,112.96
2021-02-09,112.53
2021-02-10,119.09
2021-02-18,115.48
2021-02-19,112.18
2021-02-22,92.35
2021-02-23,90.75
2021-02-24,88.5
2021-02-25,87.32
2021-02-26,86.48
2021-03-01,89.23
2021-03-02,85.0
2021-03-03,85.6
2021-03-04,72.49
2021-03-05,76.93
2021-03-08,70.35
2021-03-09,68.12
2021-03-10,69.08
2021-03-11,73.45
2021-03-12,78.66
2021-03-15,71.26
2021-03-16,70.51
2021-03-17,70.8
2021-03-18,72.09
2021-03-19,65.69
2021-03-22,66.83
2021-03-23,66.06
2021-03-24,63.33
2021-03-25,62.77
2021-03-26,66.31
2021-03-29,65.2
2021-03-30,72.15
2021-03-31,71.78
2021-04-01,72.45
2021-04-02,73.35
2021-04-06,74.56
2021-04-07,70.42
2021-04-08,70.33
",
1482,CN,technical,泰格医药的夏普比率，在2022年01月20日-2022年05月08日期间为多少？（默认无风险利率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.3376,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{242}),"date,close
2022-01-19,118.9
2022-01-20,119.37
2022-01-21,116.4
2022-01-24,116.7
2022-01-25,116.02
2022-01-26,108.99
2022-01-27,105.95
2022-01-28,103.27
2022-02-07,104.68
2022-02-08,98.19
2022-02-09,99.16
2022-02-10,91.6
2022-02-11,88.6
2022-02-14,93.16
2022-02-15,98.66
2022-02-16,100.23
2022-02-17,101.74
2022-02-18,102.23
2022-02-21,99.95
2022-02-22,99.04
2022-02-23,100.55
2022-02-24,100.0
2022-02-25,104.8
2022-02-28,101.78
2022-03-01,103.51
2022-03-02,99.51
2022-03-03,97.41
2022-03-04,96.19
2022-03-07,91.26
2022-03-08,88.2
2022-03-09,83.7
2022-03-10,86.1
2022-03-11,92.39
2022-03-14,88.7
2022-03-15,88.0
2022-03-16,91.22
2022-03-17,93.0
2022-03-18,94.53
2022-03-21,94.37
2022-03-22,92.62
2022-03-23,101.42
2022-03-24,103.48
2022-03-25,98.8
2022-03-28,98.6
2022-03-29,102.64
2022-03-30,106.21
2022-03-31,107.6
2022-04-01,104.38
2022-04-06,105.88
2022-04-07,103.48
2022-04-08,99.97
2022-04-11,98.23
2022-04-12,100.9
2022-04-13,97.0
2022-04-14,100.41
2022-04-15,105.35
2022-04-18,103.16
2022-04-19,97.92
2022-04-20,96.89
2022-04-21,94.55
2022-04-22,95.03
2022-04-25,89.2
2022-04-26,90.0
2022-04-27,89.76
2022-04-28,86.35
2022-04-29,89.55
2022-05-05,87.93
2022-05-06,81.76
",
1483,CN,technical,对于2019年05月04日-2020年03月13日的夏普比率，领益智造的值是？（默认无风险利率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.5363,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{242}),"date,close
2019-04-30,5.87
2019-05-06,5.28
2019-05-07,5.81
2019-05-08,6.15
2019-05-09,5.93
2019-05-10,6.27
2019-05-13,6.55
2019-05-14,6.55
2019-05-15,6.53
2019-05-16,6.6
2019-05-17,6.04
2019-05-20,5.9
2019-05-21,6.49
2019-05-22,6.38
2019-05-23,6.44
2019-05-24,5.99
2019-05-27,6.49
2019-05-28,6.37
2019-05-29,6.5
2019-05-30,6.28
2019-05-31,6.18
2019-06-03,5.95
2019-06-04,5.89
2019-06-05,5.92
2019-06-06,5.71
2019-06-10,5.93
2019-06-11,6.52
2019-06-12,6.37
2019-06-13,6.28
2019-06-14,5.98
2019-06-17,6.1
2019-06-18,6.04
2019-06-19,6.11
2019-06-20,6.14
2019-06-21,6.28
2019-06-24,6.2
2019-06-25,6.15
2019-06-26,6.05
2019-06-27,6.07
2019-06-28,5.93
2019-07-01,6.42
2019-07-02,6.19
2019-07-03,6.15
2019-07-04,6.37
2019-07-05,6.37
2019-07-08,6.16
2019-07-09,6.09
2019-07-10,6.16
2019-07-11,6.06
2019-07-12,6.05
2019-07-15,6.09
2019-07-16,6.19
2019-07-17,6.21
2019-07-18,6.08
2019-07-19,6.08
2019-07-22,5.92
2019-07-23,6.03
2019-07-24,6.08
2019-07-25,6.19
2019-07-26,6.08
2019-07-29,6.09
2019-07-30,6.21
2019-07-31,6.13
2019-08-01,6.1
2019-08-02,6.09
2019-08-05,6.01
2019-08-06,5.85
2019-08-07,5.78
2019-08-08,5.75
2019-08-09,5.57
2019-08-12,5.84
2019-08-13,5.75
2019-08-14,6.08
2019-08-15,6.32
2019-08-16,6.95
2019-08-19,7.28
2019-08-20,7.63
2019-08-21,7.47
2019-08-22,7.89
2019-08-23,8.68
2019-08-26,8.37
2019-08-27,8.44
2019-08-28,8.1
2019-08-29,8.08
2019-08-30,8.38
2019-09-02,8.27
2019-09-03,9.1
2019-09-04,9.78
2019-09-05,9.78
2019-09-06,9.88
2019-09-09,10.06
2019-09-10,9.7
2019-09-11,9.62
2019-09-12,9.54
2019-09-16,10.0
2019-09-17,9.99
2019-09-18,10.72
2019-09-19,11.1
2019-09-20,10.65
2019-09-23,10.65
2019-09-24,10.28
2019-09-25,9.81
2019-09-26,9.14
2019-09-27,9.8
2019-09-30,9.36
2019-10-08,9.46
2019-10-09,9.42
2019-10-10,10.36
2019-10-11,10.38
2019-10-14,10.4
2019-10-15,9.84
2019-10-16,9.9
2019-10-17,9.9
2019-10-18,9.46
2019-10-21,9.38
2019-10-22,9.55
2019-10-23,9.37
2019-10-24,9.32
2019-10-25,9.92
2019-10-28,10.11
2019-10-29,9.98
2019-10-30,10.67
2019-10-31,10.19
2019-11-01,10.2
2019-11-04,10.99
2019-11-05,11.02
2019-11-06,10.87
2019-11-07,11.14
2019-11-08,11.54
2019-11-11,11.59
2019-11-12,11.05
2019-11-13,11.22
2019-11-14,11.11
2019-11-15,10.59
2019-11-18,10.7
2019-11-19,10.83
2019-11-20,10.88
2019-11-21,11.03
2019-11-22,10.7
2019-11-25,10.2
2019-11-26,10.46
2019-11-27,10.82
2019-11-28,10.5
2019-11-29,10.47
2019-12-02,10.56
2019-12-03,10.45
2019-12-04,10.44
2019-12-05,10.94
2019-12-06,10.98
2019-12-09,10.8
2019-12-10,10.9
2019-12-11,10.65
2019-12-12,10.49
2019-12-13,10.62
2019-12-16,11.3
2019-12-17,11.28
2019-12-18,11.8
2019-12-19,11.82
2019-12-20,11.68
2019-12-23,11.15
2019-12-24,11.42
2019-12-25,11.28
2019-12-26,11.32
2019-12-27,10.98
2019-12-30,11.0
2019-12-31,10.85
2020-01-02,11.26
2020-01-03,11.58
2020-01-06,11.72
2020-01-07,11.78
2020-01-08,11.92
2020-01-09,12.19
2020-01-10,11.9
2020-01-13,12.1
2020-01-14,11.82
2020-01-15,11.84
2020-01-16,12.73
2020-01-17,12.6
2020-01-20,13.22
2020-01-21,12.91
2020-01-22,13.2
2020-01-23,12.96
2020-02-03,11.66
2020-02-04,11.51
2020-02-05,11.63
2020-02-06,11.56
2020-02-07,11.21
2020-02-10,11.28
2020-02-11,12.04
2020-02-12,11.95
2020-02-13,11.78
2020-02-14,11.94
2020-02-17,12.41
2020-02-18,12.79
2020-02-19,12.39
2020-02-20,12.94
2020-02-21,13.14
2020-02-24,13.73
2020-02-25,13.44
2020-02-26,12.51
2020-02-27,12.42
2020-02-28,11.33
2020-03-02,11.8
2020-03-03,12.11
2020-03-04,11.94
2020-03-05,11.95
2020-03-06,11.85
2020-03-09,11.05
2020-03-10,11.34
2020-03-11,11.0
2020-03-12,10.48
2020-03-13,10.3
",
1484,CN,technical,计算中国核电2024年12月06日至2025年06月12日的夏普比率。（默认无风险利率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.4783,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{242}),"date,close
2024-12-05,9.79
2024-12-06,9.92
2024-12-09,9.99
2024-12-10,9.91
2024-12-11,9.87
2024-12-12,9.8
2024-12-13,9.68
2024-12-16,9.98
2024-12-17,10.05
2024-12-18,10.02
2024-12-19,9.93
2024-12-20,9.75
2024-12-23,10.33
2024-12-24,10.36
2024-12-25,10.3
2024-12-26,10.19
2024-12-27,10.38
2024-12-30,10.27
2024-12-31,10.43
2025-01-02,10.15
2025-01-03,10.02
2025-01-06,9.95
2025-01-07,9.98
2025-01-08,10.19
2025-01-09,9.87
2025-01-10,9.43
2025-01-13,9.31
2025-01-14,9.5
2025-01-15,9.6
2025-01-16,9.59
2025-01-17,9.43
2025-01-20,9.37
2025-01-21,9.38
2025-01-22,9.4
2025-01-23,9.56
2025-01-24,9.56
2025-01-27,9.76
2025-02-05,9.68
2025-02-06,9.76
2025-02-07,9.79
2025-02-10,9.78
2025-02-11,9.84
2025-02-12,9.83
2025-02-13,9.96
2025-02-14,9.96
2025-02-17,10.17
2025-02-18,10.24
2025-02-19,10.17
2025-02-20,10.09
2025-02-21,10.1
2025-02-24,10.07
2025-02-25,9.95
2025-02-26,9.9
2025-02-27,9.78
2025-02-28,9.58
2025-03-03,9.71
2025-03-04,9.54
2025-03-05,9.64
2025-03-06,9.63
2025-03-07,9.59
2025-03-10,9.49
2025-03-11,9.5
2025-03-12,9.43
2025-03-13,9.5
2025-03-14,9.57
2025-03-17,9.47
2025-03-18,9.44
2025-03-19,9.51
2025-03-20,9.42
2025-03-21,9.4
2025-03-24,9.29
2025-03-25,9.47
2025-03-26,9.4
2025-03-27,9.3
2025-03-28,9.29
2025-03-31,9.21
2025-04-01,9.37
2025-04-02,9.28
2025-04-03,9.38
2025-04-07,8.99
2025-04-08,9.2
2025-04-09,9.28
2025-04-10,9.27
2025-04-11,9.23
2025-04-14,9.26
2025-04-15,9.4
2025-04-16,9.47
2025-04-17,9.45
2025-04-18,9.44
2025-04-21,9.38
2025-04-22,9.43
2025-04-23,9.37
2025-04-24,9.29
2025-04-25,9.33
2025-04-28,9.39
2025-04-29,9.33
2025-04-30,9.23
2025-05-06,9.29
2025-05-07,9.33
2025-05-08,9.38
2025-05-09,9.37
2025-05-12,9.4
2025-05-13,9.4
2025-05-14,9.48
2025-05-15,9.54
2025-05-16,9.43
2025-05-19,9.51
2025-05-20,9.62
2025-05-21,9.58
2025-05-22,9.57
2025-05-23,9.55
2025-05-26,9.77
2025-05-27,9.65
2025-05-28,9.64
2025-05-29,9.59
2025-05-30,9.58
2025-06-03,9.5
2025-06-04,9.5
2025-06-05,9.46
2025-06-06,9.49
2025-06-09,9.46
2025-06-10,9.36
2025-06-11,9.35
2025-06-12,9.29
",
1485,CN,technical,正泰电器2020年03月23日至2020年07月21日的索提诺比率的值是？（默认目标收益率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.5534,easy,risk-adjusted return,Sortino = (AnnRet - rf) / (DD * \sqrt{242}),"date,close
2020-03-20,23.51
2020-03-23,22.6
2020-03-24,22.93
2020-03-25,23.95
2020-03-26,23.8
2020-03-27,23.98
2020-03-30,23.6
2020-03-31,23.65
2020-04-01,23.73
2020-04-02,23.95
2020-04-03,23.61
2020-04-07,24.28
2020-04-08,24.06
2020-04-09,24.02
2020-04-10,23.71
2020-04-13,23.82
2020-04-14,24.93
2020-04-15,24.63
2020-04-16,24.33
2020-04-17,24.95
2020-04-20,25.03
2020-04-21,24.76
2020-04-22,24.82
2020-04-23,24.42
2020-04-24,23.96
2020-04-27,24.22
2020-04-28,23.96
2020-04-29,24.47
2020-04-30,24.9
2020-05-06,25.46
2020-05-07,25.38
2020-05-08,25.47
2020-05-11,25.77
2020-05-12,25.26
2020-05-13,25.16
2020-05-14,24.93
2020-05-15,24.8
2020-05-18,24.3
2020-05-19,24.67
2020-05-20,25.65
2020-05-21,25.08
2020-05-22,24.73
2020-05-25,24.49
2020-05-26,25.06
2020-05-27,25.28
2020-05-28,24.99
2020-05-29,25.43
2020-06-01,25.8
2020-06-02,25.31
2020-06-03,25.28
2020-06-04,25.04
2020-06-05,25.0
2020-06-08,25.27
2020-06-09,25.71
2020-06-10,25.43
2020-06-11,25.17
2020-06-12,24.92
2020-06-15,24.91
2020-06-16,25.09
2020-06-17,24.96
2020-06-18,25.05
2020-06-19,25.4
2020-06-22,26.2
2020-06-23,26.27
2020-06-24,26.12
2020-06-29,26.19
2020-06-30,26.35
2020-07-01,26.09
2020-07-02,26.36
2020-07-03,26.07
2020-07-06,27.0
2020-07-07,26.71
2020-07-08,26.95
2020-07-09,27.43
2020-07-10,26.66
2020-07-13,27.7
2020-07-14,27.35
2020-07-15,27.27
2020-07-16,26.47
2020-07-17,26.99
2020-07-20,29.0
2020-07-21,28.99
",
1486,CN,technical,2021年09月01日到2022年07月15日，长安汽车的索提诺比率是多少？（默认目标收益率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3805,easy,risk-adjusted return,Sortino = (AnnRet - rf) / (DD * \sqrt{242}),"date,close
2021-08-31,20.62
2021-09-01,19.93
2021-09-02,20.18
2021-09-03,19.4
2021-09-06,19.94
2021-09-07,20.39
2021-09-08,20.19
2021-09-09,20.29
2021-09-10,19.93
2021-09-13,19.11
2021-09-14,19.15
2021-09-15,18.63
2021-09-16,17.78
2021-09-17,17.73
2021-09-22,17.26
2021-09-23,17.57
2021-09-24,17.17
2021-09-27,17.25
2021-09-28,16.91
2021-09-29,16.52
2021-09-30,16.7
2021-10-08,17.7
2021-10-11,17.75
2021-10-12,18.11
2021-10-13,18.5
2021-10-14,18.21
2021-10-15,18.23
2021-10-18,18.29
2021-10-19,18.11
2021-10-20,19.49
2021-10-21,19.06
2021-10-22,19.5
2021-10-25,19.94
2021-10-26,19.52
2021-10-27,19.75
2021-10-28,18.75
2021-10-29,19.5
2021-11-01,20.54
2021-11-02,20.27
2021-11-03,19.89
2021-11-04,20.82
2021-11-05,20.8
2021-11-08,20.95
2021-11-09,20.85
2021-11-10,20.52
2021-11-11,20.91
2021-11-12,21.66
2021-11-15,20.09
2021-11-16,18.27
2021-11-17,18.2
2021-11-18,18.06
2021-11-19,18.21
2021-11-22,18.47
2021-11-23,18.01
2021-11-24,17.58
2021-11-25,17.33
2021-11-26,17.37
2021-11-29,17.39
2021-11-30,17.37
2021-12-01,17.29
2021-12-02,17.51
2021-12-03,17.35
2021-12-06,17.22
2021-12-07,17.35
2021-12-08,17.57
2021-12-09,17.86
2021-12-10,18.05
2021-12-13,17.87
2021-12-14,17.38
2021-12-15,17.31
2021-12-16,17.36
2021-12-17,17.17
2021-12-20,15.95
2021-12-21,15.98
2021-12-22,16.06
2021-12-23,16.06
2021-12-24,15.39
2021-12-27,15.12
2021-12-28,15.49
2021-12-29,15.2
2021-12-30,15.16
2021-12-31,15.19
2022-01-04,15.39
2022-01-05,15.11
2022-01-06,14.57
2022-01-07,14.47
2022-01-10,14.51
2022-01-11,14.13
2022-01-12,14.39
2022-01-13,14.29
2022-01-14,14.03
2022-01-17,14.21
2022-01-18,14.21
2022-01-19,13.87
2022-01-20,13.73
2022-01-21,13.48
2022-01-24,13.54
2022-01-25,13.06
2022-01-26,13.2
2022-01-27,12.82
2022-01-28,12.78
2022-02-07,12.98
2022-02-08,13.04
2022-02-09,13.28
2022-02-10,13.19
2022-02-11,12.87
2022-02-14,12.47
2022-02-15,12.94
2022-02-16,13.08
2022-02-17,13.03
2022-02-18,13.07
2022-02-21,13.08
2022-02-22,12.9
2022-02-23,13.28
2022-02-24,12.82
2022-02-25,13.1
2022-02-28,12.94
2022-03-01,13.27
2022-03-02,13.08
2022-03-03,12.9
2022-03-04,12.6
2022-03-07,12.19
2022-03-08,11.55
2022-03-09,11.19
2022-03-10,11.28
2022-03-11,11.44
2022-03-14,11.3
2022-03-15,10.64
2022-03-16,11.05
2022-03-17,11.23
2022-03-18,11.4
2022-03-21,11.43
2022-03-22,11.51
2022-03-23,11.52
2022-03-24,11.4
2022-03-25,11.19
2022-03-28,11.21
2022-03-29,11.05
2022-03-30,11.45
2022-03-31,11.33
2022-04-01,11.38
2022-04-06,11.23
2022-04-07,10.93
2022-04-08,10.99
2022-04-11,10.26
2022-04-12,10.32
2022-04-13,10.27
2022-04-14,10.49
2022-04-15,10.39
2022-04-18,10.62
2022-04-19,10.64
2022-04-20,11.0
2022-04-21,10.28
2022-04-22,10.33
2022-04-25,9.42
2022-04-26,9.05
2022-04-27,9.16
2022-04-28,9.52
2022-04-29,10.47
2022-05-05,11.52
2022-05-06,11.78
2022-05-09,11.38
2022-05-10,11.28
2022-05-11,12.23
2022-05-12,11.96
2022-05-13,13.16
2022-05-16,12.89
2022-05-17,13.51
2022-05-18,13.37
2022-05-19,13.81
2022-05-20,13.49
2022-05-23,13.71
2022-05-24,14.08
2022-05-25,14.54
2022-05-26,14.11
2022-05-27,14.15
2022-05-30,14.14
2022-05-31,13.95
2022-06-01,14.52
2022-06-02,15.51
2022-06-06,15.66
2022-06-07,15.28
2022-06-08,15.69
2022-06-09,15.1
2022-06-10,15.6
2022-06-13,16.99
2022-06-14,18.69
2022-06-15,18.62
2022-06-16,18.58
2022-06-17,18.92
2022-06-20,19.14
2022-06-21,20.2
2022-06-22,19.75
2022-06-23,21.73
2022-06-24,22.35
2022-06-27,18.5
2022-06-28,20.35
2022-06-29,18.32
2022-06-30,17.32
2022-07-01,18.14
2022-07-04,17.89
2022-07-05,17.17
2022-07-06,17.56
2022-07-07,18.99
2022-07-08,17.83
2022-07-11,17.33
2022-07-12,16.55
2022-07-13,16.97
2022-07-14,17.0
2022-07-15,17.93
",
1487,CN,technical,圣邦股份的索提诺比率，在2021年08月24日-2022年07月06日期间为多少？（默认目标收益率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.0001,easy,risk-adjusted return,Sortino = (AnnRet - rf) / (DD * \sqrt{242}),"date,close
2021-08-23,349.13
2021-08-24,366.0
2021-08-25,364.05
2021-08-26,312.76
2021-08-27,323.0
2021-08-30,333.0
2021-08-31,320.0
2021-09-01,316.3
2021-09-02,304.74
2021-09-03,304.2
2021-09-06,313.6
2021-09-07,303.0
2021-09-08,301.8
2021-09-09,308.98
2021-09-10,337.99
2021-09-13,340.42
2021-09-14,324.6
2021-09-15,319.0
2021-09-16,305.74
2021-09-17,313.7
2021-09-22,313.95
2021-09-23,321.0
2021-09-24,320.2
2021-09-27,322.41
2021-09-28,326.45
2021-09-29,329.1
2021-09-30,332.73
2021-10-08,321.68
2021-10-11,333.8
2021-10-12,310.06
2021-10-13,325.72
2021-10-14,325.69
2021-10-15,343.18
2021-10-18,329.22
2021-10-19,322.0
2021-10-20,320.21
2021-10-21,318.41
2021-10-22,321.0
2021-10-25,321.08
2021-10-26,319.0
2021-10-27,311.8
2021-10-28,314.6
2021-10-29,324.0
2021-11-01,319.52
2021-11-02,335.31
2021-11-03,335.31
2021-11-04,338.97
2021-11-05,346.86
2021-11-08,333.9
2021-11-09,347.95
2021-11-10,344.0
2021-11-11,371.62
2021-11-12,367.0
2021-11-15,355.38
2021-11-16,344.31
2021-11-17,341.5
2021-11-18,332.86
2021-11-19,333.0
2021-11-22,345.5
2021-11-23,348.54
2021-11-24,343.6
2021-11-25,359.0
2021-11-26,343.76
2021-11-29,346.0
2021-11-30,343.0
2021-12-01,338.35
2021-12-02,332.53
2021-12-03,343.7
2021-12-06,327.51
2021-12-07,317.36
2021-12-08,327.39
2021-12-09,319.05
2021-12-10,315.34
2021-12-13,315.81
2021-12-14,324.27
2021-12-15,320.0
2021-12-16,326.9
2021-12-17,317.0
2021-12-20,310.01
2021-12-21,307.32
2021-12-22,320.0
2021-12-23,328.65
2021-12-24,329.98
2021-12-27,321.02
2021-12-28,326.0
2021-12-29,311.95
2021-12-30,315.78
2021-12-31,309.0
2022-01-04,301.41
2022-01-05,284.5
2022-01-06,287.0
2022-01-07,287.87
2022-01-10,285.15
2022-01-11,274.46
2022-01-12,284.48
2022-01-13,272.57
2022-01-14,286.7
2022-01-17,292.37
2022-01-18,302.6
2022-01-19,295.45
2022-01-20,295.07
2022-01-21,290.6
2022-01-24,290.78
2022-01-25,290.0
2022-01-26,290.5
2022-01-27,282.4
2022-01-28,275.19
2022-02-07,295.0
2022-02-08,284.5
2022-02-09,295.68
2022-02-10,304.9
2022-02-11,301.98
2022-02-14,299.1
2022-02-15,318.44
2022-02-16,312.5
2022-02-17,312.29
2022-02-18,309.99
2022-02-21,307.03
2022-02-22,321.85
2022-02-23,340.82
2022-02-24,339.3
2022-02-25,343.1
2022-02-28,348.0
2022-03-01,349.6
2022-03-02,332.5
2022-03-03,313.5
2022-03-04,327.51
2022-03-07,317.5
2022-03-08,319.7
2022-03-09,316.6
2022-03-10,329.17
2022-03-11,334.66
2022-03-14,328.0
2022-03-15,327.64
2022-03-16,333.5
2022-03-17,327.48
2022-03-18,323.33
2022-03-21,339.02
2022-03-22,337.46
2022-03-23,339.0
2022-03-24,334.0
2022-03-25,336.0
2022-03-28,333.47
2022-03-29,343.0
2022-03-30,331.5
2022-03-31,326.52
2022-04-01,323.63
2022-04-06,304.99
2022-04-07,307.96
2022-04-08,314.15
2022-04-11,307.48
2022-04-12,303.2
2022-04-13,288.2
2022-04-14,284.19
2022-04-15,284.0
2022-04-18,294.3
2022-04-19,293.99
2022-04-20,285.01
2022-04-21,288.88
2022-04-22,280.0
2022-04-25,269.0
2022-04-26,260.49
2022-04-27,290.0
2022-04-28,275.06
2022-04-29,280.0
2022-05-05,289.5
2022-05-06,278.37
2022-05-09,265.73
2022-05-10,282.0
2022-05-11,293.2
2022-05-12,292.27
2022-05-13,288.11
2022-05-16,283.2
2022-05-17,301.62
2022-05-18,306.25
2022-05-19,301.41
2022-05-20,297.39
2022-05-23,293.6
2022-05-24,291.5
2022-05-25,280.37
2022-05-26,277.22
2022-05-27,280.69
2022-05-30,288.54
2022-05-31,287.43
2022-06-01,290.19
2022-06-02,297.46
2022-06-06,293.32
2022-06-07,286.0
2022-06-08,285.29
2022-06-09,274.91
2022-06-10,266.8
2022-06-13,251.5
2022-06-14,243.5
2022-06-15,248.65
2022-06-16,255.0
2022-06-17,256.25
2022-06-20,258.0
2022-06-21,256.58
2022-06-22,165.0
2022-06-23,167.98
2022-06-24,172.88
2022-06-27,176.66
2022-06-28,182.08
2022-06-29,180.83
2022-06-30,182.02
2022-07-01,181.8
2022-07-04,175.77
2022-07-05,180.37
2022-07-06,186.95
",
1488,CN,technical,对于2021年11月17日-2021年12月22日的索提诺比率，昆仑万维的值是？（默认目标收益率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0262,easy,risk-adjusted return,Sortino = (AnnRet - rf) / (DD * \sqrt{242}),"date,close
2021-11-16,23.25
2021-11-17,24.31
2021-11-18,22.76
2021-11-19,22.79
2021-11-22,23.5
2021-11-23,22.77
2021-11-24,22.98
2021-11-25,21.76
2021-11-26,21.43
2021-11-29,21.2
2021-11-30,21.11
2021-12-01,21.23
2021-12-02,20.59
2021-12-03,20.6
2021-12-06,20.3
2021-12-07,20.41
2021-12-08,20.77
2021-12-09,20.77
2021-12-10,21.28
2021-12-13,22.5
2021-12-14,22.5
2021-12-15,22.39
2021-12-16,22.81
2021-12-17,22.73
2021-12-20,22.18
2021-12-21,22.7
2021-12-22,23.23
",
1489,CN,technical,计算用友网络2025年04月09日至2025年07月30日的索提诺比率。（默认目标收益率为0；需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.9257,easy,risk-adjusted return,Sortino = (AnnRet - rf) / (DD * \sqrt{242}),"date,close
2025-04-08,13.1
2025-04-09,13.49
2025-04-10,13.61
2025-04-11,13.79
2025-04-14,13.9
2025-04-15,13.77
2025-04-16,13.59
2025-04-17,13.88
2025-04-18,13.55
2025-04-21,14.19
2025-04-22,13.75
2025-04-23,13.83
2025-04-24,13.52
2025-04-25,13.7
2025-04-28,13.62
2025-04-29,13.82
2025-04-30,14.59
2025-05-06,14.76
2025-05-07,14.51
2025-05-08,14.5
2025-05-09,13.96
2025-05-12,14.16
2025-05-13,14.15
2025-05-14,14.19
2025-05-15,13.47
2025-05-16,13.33
2025-05-19,13.3
2025-05-20,13.34
2025-05-21,13.21
2025-05-22,13.12
2025-05-23,12.92
2025-05-26,13.19
2025-05-27,13.15
2025-05-28,12.95
2025-05-29,13.48
2025-05-30,13.05
2025-06-03,13.04
2025-06-04,13.2
2025-06-05,13.62
2025-06-06,13.71
2025-06-09,14.46
2025-06-10,13.74
2025-06-11,13.52
2025-06-12,13.31
2025-06-13,13.07
2025-06-16,13.06
2025-06-17,13.01
2025-06-18,12.91
2025-06-19,12.73
2025-06-20,12.4
2025-06-23,12.72
2025-06-24,12.86
2025-06-25,13.15
2025-06-26,13.16
2025-06-27,13.1
2025-06-30,13.37
2025-07-01,13.1
2025-07-02,12.97
2025-07-03,12.96
2025-07-04,12.83
2025-07-07,12.8
2025-07-08,13.09
2025-07-09,12.99
2025-07-10,12.96
2025-07-11,13.55
2025-07-14,13.13
2025-07-15,14.44
2025-07-16,14.4
2025-07-17,14.29
2025-07-18,14.33
2025-07-21,14.24
2025-07-22,13.92
2025-07-23,14.17
2025-07-24,14.46
2025-07-25,14.65
2025-07-28,14.36
2025-07-29,14.88
2025-07-30,14.66
",
1490,CN,technical,东方财富2019年12月21日至2020年06月20日的卡玛比率的值是？（收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6245,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2019-12-23,14.96
2019-12-24,15.19
2019-12-25,15.19
2019-12-26,15.49
2019-12-27,15.06
2019-12-30,15.79
2019-12-31,15.77
2020-01-02,15.9
2020-01-03,16.0
2020-01-06,16.15
2020-01-07,16.14
2020-01-08,15.54
2020-01-09,16.01
2020-01-10,16.11
2020-01-13,16.19
2020-01-14,15.87
2020-01-15,15.75
2020-01-16,15.7
2020-01-17,15.75
2020-01-20,16.03
2020-01-21,15.6
2020-01-22,15.87
2020-01-23,15.08
2020-02-03,13.57
2020-02-04,13.55
2020-02-05,13.86
2020-02-06,14.62
2020-02-07,14.62
2020-02-10,14.7
2020-02-11,14.56
2020-02-12,14.99
2020-02-13,14.64
2020-02-14,15.3
2020-02-17,15.91
2020-02-18,15.74
2020-02-19,15.76
2020-02-20,17.34
2020-02-21,18.5
2020-02-24,18.66
2020-02-25,19.95
2020-02-26,18.73
2020-02-27,18.98
2020-02-28,17.35
2020-03-02,18.18
2020-03-03,18.45
2020-03-04,19.32
2020-03-05,20.17
2020-03-06,19.17
2020-03-09,17.99
2020-03-10,19.0
2020-03-11,18.17
2020-03-12,18.11
2020-03-13,17.93
2020-03-16,16.47
2020-03-17,16.78
2020-03-18,16.16
2020-03-19,16.73
2020-03-20,16.88
2020-03-23,16.03
2020-03-24,16.68
2020-03-25,16.88
2020-03-26,16.59
2020-03-27,16.64
2020-03-30,16.34
2020-03-31,16.05
2020-04-01,16.07
2020-04-02,16.62
2020-04-03,16.23
2020-04-07,16.77
2020-04-08,16.74
2020-04-09,17.45
2020-04-10,17.13
2020-04-13,17.68
2020-04-14,17.9
2020-04-15,17.32
2020-04-16,17.57
2020-04-17,17.64
2020-04-20,17.7
2020-04-21,17.38
2020-04-22,17.42
2020-04-23,17.14
2020-04-24,16.82
2020-04-27,16.71
2020-04-28,17.23
2020-04-29,17.48
2020-04-30,18.24
2020-05-06,18.42
2020-05-07,18.14
2020-05-08,18.4
2020-05-11,18.25
2020-05-12,18.2
2020-05-13,18.25
2020-05-14,17.89
2020-05-15,17.91
2020-05-18,18.03
2020-05-19,18.26
2020-05-20,17.95
2020-05-21,14.68
2020-05-22,14.19
2020-05-25,14.13
2020-05-26,14.41
2020-05-27,14.23
2020-05-28,14.4
2020-05-29,14.25
2020-06-01,15.44
2020-06-02,15.35
2020-06-03,15.25
2020-06-04,15.25
2020-06-05,15.37
2020-06-08,15.16
2020-06-09,15.72
2020-06-10,15.81
2020-06-11,15.81
2020-06-12,16.13
2020-06-15,16.23
2020-06-16,16.5
2020-06-17,16.42
2020-06-18,16.95
2020-06-19,18.15
",
1491,CN,technical,2021年06月09日到2021年07月04日，泸州老窖的卡玛比率是多少？（收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-5.8278,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2021-06-09,262.2
2021-06-10,266.71
2021-06-11,258.25
2021-06-15,249.86
2021-06-16,242.58
2021-06-17,242.45
2021-06-18,232.8
2021-06-21,236.5
2021-06-22,232.02
2021-06-23,225.98
2021-06-24,231.0
2021-06-25,234.93
2021-06-28,235.5
2021-06-29,228.15
2021-06-30,235.94
2021-07-01,236.0
2021-07-02,226.6
",
1492,CN,technical,农业银行的卡玛比率，在2022年07月23日-2023年02月19日期间为多少？（收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.6724,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2022-07-25,2.86
2022-07-26,2.86
2022-07-27,2.84
2022-07-28,2.85
2022-07-29,2.85
2022-08-01,2.84
2022-08-02,2.81
2022-08-03,2.8
2022-08-04,2.86
2022-08-05,2.86
2022-08-08,2.84
2022-08-09,2.84
2022-08-10,2.84
2022-08-11,2.85
2022-08-12,2.83
2022-08-15,2.83
2022-08-16,2.82
2022-08-17,2.83
2022-08-18,2.82
2022-08-19,2.83
2022-08-22,2.82
2022-08-23,2.82
2022-08-24,2.82
2022-08-25,2.83
2022-08-26,2.82
2022-08-29,2.82
2022-08-30,2.82
2022-08-31,2.85
2022-09-01,2.83
2022-09-02,2.83
2022-09-05,2.84
2022-09-06,2.84
2022-09-07,2.83
2022-09-08,2.83
2022-09-09,2.84
2022-09-13,2.85
2022-09-14,2.85
2022-09-15,2.87
2022-09-16,2.85
2022-09-19,2.87
2022-09-20,2.84
2022-09-21,2.86
2022-09-22,2.86
2022-09-23,2.88
2022-09-26,2.85
2022-09-27,2.83
2022-09-28,2.85
2022-09-29,2.82
2022-09-30,2.86
2022-10-10,2.87
2022-10-11,2.87
2022-10-12,2.86
2022-10-13,2.86
2022-10-14,2.85
2022-10-17,2.85
2022-10-18,2.85
2022-10-19,2.84
2022-10-20,2.85
2022-10-21,2.86
2022-10-24,2.85
2022-10-25,2.85
2022-10-26,2.83
2022-10-27,2.8
2022-10-28,2.8
2022-10-31,2.76
2022-11-01,2.73
2022-11-02,2.72
2022-11-03,2.72
2022-11-04,2.75
2022-11-07,2.75
2022-11-08,2.73
2022-11-09,2.75
2022-11-10,2.76
2022-11-11,2.79
2022-11-14,2.8
2022-11-15,2.8
2022-11-16,2.79
2022-11-17,2.79
2022-11-18,2.79
2022-11-21,2.79
2022-11-22,2.81
2022-11-23,2.84
2022-11-24,2.83
2022-11-25,2.87
2022-11-28,2.86
2022-11-29,2.88
2022-11-30,2.88
2022-12-01,2.86
2022-12-02,2.86
2022-12-05,2.89
2022-12-06,2.89
2022-12-07,2.88
2022-12-08,2.9
2022-12-09,2.89
2022-12-12,2.86
2022-12-13,2.88
2022-12-14,2.89
2022-12-15,2.88
2022-12-16,2.9
2022-12-19,2.88
2022-12-20,2.85
2022-12-21,2.85
2022-12-22,2.86
2022-12-23,2.87
2022-12-26,2.85
2022-12-27,2.89
2022-12-28,2.9
2022-12-29,2.88
2022-12-30,2.91
2023-01-03,2.9
2023-01-04,2.93
2023-01-05,2.93
2023-01-06,2.92
2023-01-09,2.92
2023-01-10,2.91
2023-01-11,2.91
2023-01-12,2.92
2023-01-13,2.94
2023-01-16,2.91
2023-01-17,2.91
2023-01-18,2.92
2023-01-19,2.92
2023-01-20,2.92
2023-01-30,2.92
2023-01-31,2.91
2023-02-01,2.92
2023-02-02,2.92
2023-02-03,2.91
2023-02-06,2.92
2023-02-07,2.92
2023-02-08,2.92
2023-02-09,2.93
2023-02-10,2.93
2023-02-13,2.92
2023-02-14,2.91
2023-02-15,2.91
2023-02-16,2.91
2023-02-17,2.92
",
1493,CN,technical,对于2022年08月16日-2022年10月25日的卡玛比率，中油资本的值是？（收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-1.8077,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2022-08-16,4.76
2022-08-17,4.79
2022-08-18,4.73
2022-08-19,4.94
2022-08-22,4.96
2022-08-23,4.94
2022-08-24,4.95
2022-08-25,5.0
2022-08-26,4.88
2022-08-29,4.95
2022-08-30,4.94
2022-08-31,4.86
2022-09-01,4.82
2022-09-02,5.04
2022-09-05,5.19
2022-09-06,5.19
2022-09-07,5.21
2022-09-08,4.99
2022-09-09,5.05
2022-09-13,5.07
2022-09-14,4.99
2022-09-15,5.06
2022-09-16,4.86
2022-09-19,4.72
2022-09-20,4.74
2022-09-21,4.81
2022-09-22,4.78
2022-09-23,4.73
2022-09-26,4.57
2022-09-27,4.62
2022-09-28,4.53
2022-09-29,4.47
2022-09-30,4.48
2022-10-10,4.51
2022-10-11,4.49
2022-10-12,4.57
2022-10-13,4.57
2022-10-14,4.62
2022-10-17,4.63
2022-10-18,4.61
2022-10-19,4.57
2022-10-20,4.59
2022-10-21,4.57
2022-10-24,4.5
2022-10-25,4.51
",
1494,CN,technical,计算华勤技术2023年12月15日至2024年03月22日的卡玛比率。（收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.527,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2023-12-15,79.12
2023-12-18,77.43
2023-12-19,77.84
2023-12-20,77.64
2023-12-21,77.2
2023-12-22,74.1
2023-12-25,75.98
2023-12-26,73.29
2023-12-27,77.03
2023-12-28,76.5
2023-12-29,79.89
2024-01-02,78.51
2024-01-03,75.45
2024-01-04,74.99
2024-01-05,74.3
2024-01-08,74.39
2024-01-09,74.23
2024-01-10,70.73
2024-01-11,71.31
2024-01-12,68.45
2024-01-15,69.37
2024-01-16,69.75
2024-01-17,67.51
2024-01-18,68.15
2024-01-19,67.18
2024-01-22,64.3
2024-01-23,66.18
2024-01-24,67.23
2024-01-25,66.4
2024-01-26,62.78
2024-01-29,62.47
2024-01-30,59.44
2024-01-31,57.77
2024-02-01,58.01
2024-02-02,55.12
2024-02-05,53.01
2024-02-06,55.19
2024-02-07,54.62
2024-02-08,57.52
2024-02-19,60.65
2024-02-20,60.15
2024-02-21,62.53
2024-02-22,63.07
2024-02-23,65.97
2024-02-26,66.65
2024-02-27,68.55
2024-02-28,66.0
2024-02-29,68.22
2024-03-01,73.3
2024-03-04,78.69
2024-03-05,77.77
2024-03-06,76.83
2024-03-07,76.45
2024-03-08,77.39
2024-03-11,75.93
2024-03-12,76.3
2024-03-13,75.81
2024-03-14,73.8
2024-03-15,73.3
2024-03-18,76.01
2024-03-19,76.14
2024-03-20,76.5
2024-03-21,75.88
2024-03-22,75.2
",
1495,CN,technical,牧原股份2021年02月27日至2022年02月13日的特雷诺比率的值是？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3829,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2021-02-26,113.9,5336.76
2021-03-01,118.88,5418.78
2021-03-02,119.22,5349.63
2021-03-03,120.99,5452.21
2021-03-04,118.4,5280.71
2021-03-05,112.91,5262.8
2021-03-08,110.2,5080.02
2021-03-09,105.84,4971.0
2021-03-10,105.65,5003.61
2021-03-11,107.16,5128.22
2021-03-12,107.67,5146.38
2021-03-15,103.82,5035.54
2021-03-16,101.47,5079.36
2021-03-17,109.51,5100.86
2021-03-18,109.94,5141.77
2021-03-19,104.95,5007.09
2021-03-22,104.94,5057.15
2021-03-23,102.25,5009.25
2021-03-24,100.96,4928.69
2021-03-25,98.7,4926.35
2021-03-26,97.6,5037.99
2021-03-29,98.19,5046.88
2021-03-30,100.36,5094.73
2021-03-31,100.03,5048.36
2021-04-01,104.0,5110.78
2021-04-02,105.9,5161.56
2021-04-06,105.07,5140.34
2021-04-07,103.9,5103.74
2021-04-08,102.16,5112.21
2021-04-09,102.45,5035.34
2021-04-12,101.63,4947.75
2021-04-13,102.63,4939.64
2021-04-14,102.18,4980.63
2021-04-15,104.38,4948.97
2021-04-16,101.02,4966.18
2021-04-19,106.94,5087.02
2021-04-20,111.9,5083.37
2021-04-21,110.6,5098.74
2021-04-22,109.99,5089.24
2021-04-23,111.15,5135.45
2021-04-26,106.97,5077.24
2021-04-27,105.01,5090.52
2021-04-28,108.33,5119.24
2021-04-29,114.68,5164.17
2021-04-30,113.11,5123.49
2021-05-06,104.8,5061.12
2021-05-07,106.09,4996.05
2021-05-10,100.0,4992.42
2021-05-11,100.17,5023.06
2021-05-12,101.0,5044.55
2021-05-13,98.5,4992.97
2021-05-14,99.95,5110.59
2021-05-17,101.8,5184.99
2021-05-18,100.18,5187.6
2021-05-19,100.48,5172.27
2021-05-20,101.49,5186.41
2021-05-21,98.93,5134.15
2021-05-24,90.44,5155.59
2021-05-25,92.0,5318.48
2021-05-26,91.98,5320.59
2021-05-27,91.82,5338.23
2021-05-28,90.36,5321.09
2021-05-31,89.08,5331.57
2021-06-01,89.99,5341.68
2021-06-02,93.11,5289.97
2021-06-03,66.25,5255.29
2021-06-04,67.8,5282.28
2021-06-07,64.4,5277.63
2021-06-08,64.8,5232.12
2021-06-09,65.0,5236.45
2021-06-10,63.91,5271.47
2021-06-11,62.8,5224.7
2021-06-15,61.8,5166.56
2021-06-16,60.41,5080.49
2021-06-17,58.6,5101.89
2021-06-18,57.15,5102.47
2021-06-21,54.0,5090.39
2021-06-22,54.4,5122.16
2021-06-23,57.0,5147.39
2021-06-24,56.18,5155.97
2021-06-25,58.53,5239.97
2021-06-28,63.35,5251.76
2021-06-29,62.37,5190.54
2021-06-30,60.82,5224.04
2021-07-01,59.8,5229.66
2021-07-02,59.21,5081.12
2021-07-05,59.3,5085.79
2021-07-06,59.29,5083.1
2021-07-07,57.9,5140.49
2021-07-08,57.18,5088.26
2021-07-09,56.7,5069.44
2021-07-12,57.52,5132.71
2021-07-13,57.89,5142.1
2021-07-14,56.45,5083.08
2021-07-15,56.96,5151.46
2021-07-16,54.35,5094.77
2021-07-19,51.76,5113.49
2021-07-20,52.5,5108.99
2021-07-21,50.66,5144.04
2021-07-22,50.73,5151.75
2021-07-23,47.41,5089.23
2021-07-26,46.09,4925.3
2021-07-27,42.83,4751.31
2021-07-28,40.91,4760.48
2021-07-29,41.71,4850.27
2021-07-30,42.27,4811.17
2021-08-02,44.8,4933.74
2021-08-03,43.86,4934.46
2021-08-04,43.16,4978.85
2021-08-05,41.85,4948.67
2021-08-06,42.28,4921.56
2021-08-09,46.51,4985.56
2021-08-10,48.18,5043.15
2021-08-11,48.18,5015.34
2021-08-12,47.5,4973.35
2021-08-13,46.85,4945.98
2021-08-16,47.4,4941.07
2021-08-17,45.31,4837.4
2021-08-18,45.5,4894.24
2021-08-19,44.88,4862.14
2021-08-20,44.34,4769.27
2021-08-23,44.44,4835.88
2021-08-24,45.08,4888.39
2021-08-25,44.89,4898.16
2021-08-26,43.56,4801.61
2021-08-27,42.92,4827.04
2021-08-30,42.1,4813.27
2021-08-31,42.31,4805.61
2021-09-01,44.78,4869.46
2021-09-02,43.16,4869.41
2021-09-03,45.85,4843.06
2021-09-06,47.15,4933.73
2021-09-07,46.84,4992.83
2021-09-08,45.93,4972.13
2021-09-09,45.62,4970.01
2021-09-10,45.45,5013.52
2021-09-13,43.68,4991.66
2021-09-14,43.21,4917.16
2021-09-15,42.91,4867.32
2021-09-16,44.2,4807.7
2021-09-17,44.69,4855.94
2021-09-22,43.25,4821.77
2021-09-23,44.22,4853.2
2021-09-24,45.41,4849.43
2021-09-27,48.95,4877.37
2021-09-28,48.25,4883.83
2021-09-29,50.9,4833.93
2021-09-30,51.9,4866.38
2021-10-08,54.7,4929.94
2021-10-11,55.17,4936.19
2021-10-12,53.92,4883.84
2021-10-13,55.33,4940.11
2021-10-14,53.08,4913.61
2021-10-15,55.4,4932.11
2021-10-18,56.01,4874.78
2021-10-19,59.6,4922.72
2021-10-20,57.6,4910.18
2021-10-21,56.9,4928.02
2021-10-22,57.03,4959.73
2021-10-25,56.51,4979.52
2021-10-26,54.66,4963.1
2021-10-27,55.25,4898.16
2021-10-28,55.1,4864.14
2021-10-29,57.11,4908.77
2021-11-01,57.63,4890.69
2021-11-02,58.03,4839.85
2021-11-03,59.45,4821.11
2021-11-04,59.07,4868.74
2021-11-05,58.21,4842.35
2021-11-08,57.88,4848.18
2021-11-09,56.97,4846.74
2021-11-10,56.09,4821.19
2021-11-11,56.91,4898.65
2021-11-12,58.58,4888.37
2021-11-15,58.88,4882.38
2021-11-16,58.74,4883.32
2021-11-17,58.2,4885.75
2021-11-18,58.29,4837.62
2021-11-19,57.57,4890.06
2021-11-22,57.15,4912.4
2021-11-23,57.21,4913.35
2021-11-24,55.8,4916.66
2021-11-25,55.88,4896.44
2021-11-26,54.65,4860.13
2021-11-29,54.5,4851.42
2021-11-30,52.4,4832.03
2021-12-01,51.86,4843.85
2021-12-02,52.24,4856.16
2021-12-03,53.32,4901.02
2021-12-06,51.61,4892.62
2021-12-07,48.97,4922.1
2021-12-08,51.03,4995.93
2021-12-09,51.22,5078.69
2021-12-10,50.95,5055.12
2021-12-13,50.12,5083.8
2021-12-14,49.89,5049.7
2021-12-15,49.06,5005.9
2021-12-16,47.75,5034.73
2021-12-17,47.36,4954.76
2021-12-20,46.29,4880.42
2021-12-21,46.36,4913.49
2021-12-22,48.07,4914.45
2021-12-23,50.14,4948.74
2021-12-24,52.28,4921.34
2021-12-27,52.9,4919.32
2021-12-28,52.35,4955.96
2021-12-29,51.53,4883.48
2021-12-30,52.14,4921.51
2021-12-31,53.36,4940.37
2022-01-04,57.8,4917.77
2022-01-05,57.99,4868.12
2022-01-06,56.69,4818.23
2022-01-07,56.27,4822.37
2022-01-10,59.28,4844.05
2022-01-11,56.62,4797.77
2022-01-12,57.3,4845.58
2022-01-13,55.25,4765.92
2022-01-14,55.7,4726.73
2022-01-17,56.0,4767.28
2022-01-18,55.8,4813.35
2022-01-19,54.53,4780.38
2022-01-20,57.2,4823.51
2022-01-21,55.0,4779.31
2022-01-24,53.82,4786.74
2022-01-25,52.0,4678.45
2022-01-26,54.35,4712.31
2022-01-27,53.12,4619.88
2022-01-28,54.59,4563.77
2022-02-07,55.23,4634.09
2022-02-08,55.7,4608.77
2022-02-09,58.68,4652.06
2022-02-10,61.62,4639.86
2022-02-11,60.7,4601.4
",
1496,CN,technical,2022年09月20日到2023年05月05日，建设银行的特雷诺比率是多少？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.6228,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-09-19,5.56,3928.0
2022-09-20,5.55,3932.84
2022-09-21,5.57,3903.73
2022-09-22,5.57,3869.34
2022-09-23,5.62,3856.02
2022-09-26,5.54,3836.68
2022-09-27,5.53,3892.3
2022-09-28,5.57,3828.71
2022-09-29,5.51,3827.14
2022-09-30,5.52,3804.89
2022-10-10,5.52,3720.94
2022-10-11,5.52,3727.69
2022-10-12,5.54,3784.31
2022-10-13,5.5,3752.67
2022-10-14,5.49,3842.47
2022-10-17,5.5,3846.41
2022-10-18,5.5,3838.27
2022-10-19,5.49,3776.53
2022-10-20,5.52,3754.93
2022-10-21,5.54,3742.89
2022-10-24,5.51,3633.37
2022-10-25,5.5,3627.45
2022-10-26,5.45,3656.9
2022-10-27,5.42,3631.14
2022-10-28,5.42,3541.33
2022-10-31,5.34,3508.7
2022-11-01,5.29,3634.17
2022-11-02,5.26,3677.81
2022-11-03,5.24,3647.9
2022-11-04,5.29,3767.17
2022-11-07,5.28,3775.3
2022-11-08,5.25,3749.33
2022-11-09,5.27,3714.27
2022-11-10,5.31,3685.69
2022-11-11,5.37,3788.44
2022-11-14,5.39,3794.02
2022-11-15,5.39,3865.97
2022-11-16,5.36,3834.39
2022-11-17,5.34,3818.66
2022-11-18,5.37,3801.57
2022-11-21,5.36,3769.13
2022-11-22,5.44,3769.57
2022-11-23,5.47,3773.53
2022-11-24,5.46,3756.81
2022-11-25,5.56,3775.78
2022-11-28,5.48,3733.24
2022-11-29,5.6,3848.42
2022-11-30,5.59,3853.04
2022-12-01,5.5,3894.77
2022-12-02,5.47,3870.95
2022-12-05,5.62,3946.88
2022-12-06,5.64,3968.2
2022-12-07,5.59,3958.44
2022-12-08,5.62,3959.18
2022-12-09,5.6,3998.24
2022-12-12,5.54,3953.44
2022-12-13,5.63,3945.68
2022-12-14,5.61,3954.89
2022-12-15,5.56,3951.99
2022-12-16,5.64,3954.23
2022-12-19,5.58,3893.22
2022-12-20,5.48,3829.02
2022-12-21,5.54,3830.54
2022-12-22,5.53,3836.03
2022-12-23,5.53,3828.22
2022-12-26,5.5,3843.49
2022-12-27,5.58,3887.85
2022-12-28,5.61,3871.26
2022-12-29,5.59,3856.7
2022-12-30,5.63,3871.63
2023-01-03,5.63,3887.9
2023-01-04,5.68,3892.95
2023-01-05,5.68,3968.58
2023-01-06,5.67,3980.89
2023-01-09,5.63,4013.12
2023-01-10,5.6,4017.47
2023-01-11,5.64,4010.03
2023-01-12,5.61,4017.87
2023-01-13,5.64,4074.38
2023-01-16,5.62,4137.96
2023-01-17,5.6,4137.24
2023-01-18,5.61,4130.31
2023-01-19,5.62,4156.01
2023-01-20,5.63,4181.53
2023-01-30,5.63,4201.35
2023-01-31,5.61,4156.86
2023-02-01,5.62,4195.93
2023-02-02,5.61,4181.15
2023-02-03,5.6,4141.63
2023-02-06,5.59,4086.88
2023-02-07,5.59,4094.23
2023-02-08,5.59,4076.14
2023-02-09,5.61,4130.86
2023-02-10,5.61,4106.31
2023-02-13,5.59,4143.57
2023-02-14,5.6,4145.29
2023-02-15,5.57,4123.69
2023-02-16,5.57,4093.49
2023-02-17,5.56,4034.51
2023-02-20,5.62,4133.49
2023-02-21,5.64,4144.35
2023-02-22,5.62,4106.95
2023-02-23,5.61,4103.65
2023-02-24,5.6,4061.05
2023-02-27,5.59,4043.84
2023-02-28,5.64,4069.46
2023-03-01,5.64,4126.94
2023-03-02,5.67,4117.74
2023-03-03,5.83,4130.55
2023-03-06,5.81,4109.01
2023-03-07,5.86,4048.85
2023-03-08,5.86,4034.11
2023-03-09,5.83,4019.85
2023-03-10,5.76,3967.14
2023-03-13,5.83,4008.69
2023-03-14,5.83,3984.7
2023-03-15,5.95,3986.9
2023-03-16,5.99,3939.15
2023-03-17,6.02,3958.82
2023-03-20,6.02,3939.08
2023-03-21,5.94,3982.38
2023-03-22,6.03,3999.44
2023-03-23,6.06,4039.09
2023-03-24,5.99,4027.05
2023-03-27,5.94,4012.48
2023-03-28,5.95,3999.51
2023-03-29,5.94,4006.14
2023-03-30,5.96,4038.53
2023-03-31,5.94,4050.93
2023-04-03,5.95,4090.57
2023-04-04,6.05,4103.11
2023-04-06,6.04,4096.64
2023-04-07,6.06,4123.28
2023-04-10,6.05,4104.81
2023-04-11,6.07,4100.15
2023-04-12,6.16,4097.29
2023-04-13,6.2,4068.98
2023-04-14,6.19,4092.0
2023-04-17,6.3,4149.38
2023-04-18,6.33,4162.03
2023-04-19,6.33,4124.56
2023-04-20,6.31,4113.02
2023-04-21,6.26,4032.57
2023-04-24,6.28,3982.64
2023-04-25,6.38,3962.67
2023-04-26,6.35,3959.23
2023-04-27,6.32,3988.42
2023-04-28,6.31,4029.09
2023-05-04,6.55,4030.25
2023-05-05,6.68,4016.88
",
1497,CN,technical,紫光国微的特雷诺比率，在2019年09月03日-2020年01月05日期间为多少？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.092,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2019-09-02,54.53,3848.32
2019-09-03,55.88,3853.61
2019-09-04,59.66,3886.0
2019-09-05,58.86,3925.32
2019-09-06,57.81,3948.51
2019-09-09,59.59,3972.95
2019-09-10,57.11,3959.27
2019-09-11,57.38,3930.1
2019-09-12,57.64,3972.38
2019-09-16,58.1,3957.72
2019-09-17,55.46,3891.22
2019-09-18,55.65,3910.08
2019-09-19,56.4,3924.38
2019-09-20,57.61,3935.65
2019-09-23,59.26,3890.66
2019-09-24,58.2,3901.08
2019-09-25,54.16,3870.98
2019-09-26,51.65,3841.14
2019-09-27,52.08,3852.65
2019-09-30,51.09,3814.53
2019-10-08,50.73,3837.68
2019-10-09,52.17,3843.24
2019-10-10,52.41,3874.64
2019-10-11,51.62,3911.73
2019-10-14,53.53,3953.24
2019-10-15,51.82,3936.25
2019-10-16,51.79,3922.69
2019-10-17,50.86,3925.22
2019-10-18,48.98,3869.38
2019-10-21,49.16,3880.84
2019-10-22,49.97,3895.88
2019-10-23,49.74,3871.08
2019-10-24,50.1,3870.67
2019-10-25,51.09,3896.79
2019-10-28,52.72,3926.59
2019-10-29,50.96,3910.23
2019-10-30,51.77,3891.23
2019-10-31,50.96,3886.75
2019-11-01,51.03,3952.39
2019-11-04,52.0,3978.12
2019-11-05,52.2,4002.81
2019-11-06,46.98,3984.88
2019-11-07,47.42,3991.87
2019-11-08,47.5,3973.01
2019-11-11,45.14,3902.98
2019-11-12,45.41,3903.69
2019-11-13,45.9,3899.98
2019-11-14,46.45,3905.86
2019-11-15,45.88,3877.09
2019-11-18,45.75,3907.93
2019-11-19,46.38,3947.04
2019-11-20,45.62,3907.86
2019-11-21,45.1,3889.6
2019-11-22,43.87,3849.99
2019-11-25,43.26,3878.21
2019-11-26,44.1,3891.65
2019-11-27,44.99,3875.62
2019-11-28,44.45,3862.3
2019-11-29,44.8,3828.67
2019-12-02,45.19,3836.06
2019-12-03,45.63,3851.09
2019-12-04,47.35,3849.82
2019-12-05,47.68,3879.36
2019-12-06,49.96,3902.39
2019-12-09,49.78,3895.45
2019-12-10,50.43,3900.38
2019-12-11,48.91,3902.75
2019-12-12,49.66,3891.02
2019-12-13,50.25,3968.22
2019-12-16,51.48,3987.55
2019-12-17,51.03,4041.8
2019-12-18,50.9,4032.78
2019-12-19,49.79,4027.15
2019-12-20,49.57,4017.25
2019-12-23,49.79,3967.1
2019-12-24,49.45,3992.96
2019-12-25,53.1,3990.87
2019-12-26,52.91,4025.99
2019-12-27,51.69,4022.03
2019-12-30,51.4,4081.63
2019-12-31,50.84,4096.58
2020-01-02,52.29,4152.24
2020-01-03,51.96,4144.96
",
1498,CN,technical,对于2025年06月29日-2025年12月25日的特雷诺比率，东方证券的值是？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2372,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2025-06-27,9.72,3921.76
2025-06-30,9.68,3936.08
2025-07-01,9.64,3942.76
2025-07-02,9.61,3943.68
2025-07-03,9.68,3968.07
2025-07-04,9.67,3982.2
2025-07-07,9.66,3965.17
2025-07-08,9.75,3998.45
2025-07-09,9.74,3991.4
2025-07-10,9.83,4010.02
2025-07-11,10.41,4014.81
2025-07-14,10.2,4017.67
2025-07-15,10.28,4019.06
2025-07-16,10.24,4007.2
2025-07-17,10.26,4034.49
2025-07-18,10.34,4058.55
2025-07-21,10.86,4085.61
2025-07-22,10.99,4118.96
2025-07-23,10.93,4119.77
2025-07-24,11.5,4149.04
2025-07-25,11.63,4127.16
2025-07-28,11.6,4135.82
2025-07-29,11.5,4152.02
2025-07-30,11.55,4151.24
2025-07-31,11.25,4075.59
2025-08-01,11.16,4054.93
2025-08-04,11.11,4070.7
2025-08-05,11.41,4103.45
2025-08-06,11.45,4113.49
2025-08-07,11.63,4114.67
2025-08-08,11.46,4104.97
2025-08-11,11.52,4122.51
2025-08-12,11.44,4143.83
2025-08-13,11.57,4176.58
2025-08-14,11.79,4173.31
2025-08-15,12.07,4202.35
2025-08-18,11.97,4239.41
2025-08-19,11.86,4223.37
2025-08-20,11.95,4271.4
2025-08-21,11.78,4288.07
2025-08-22,12.12,4378.0
2025-08-25,12.25,4469.22
2025-08-26,11.89,4452.59
2025-08-27,11.5,4386.13
2025-08-28,11.61,4463.78
2025-08-29,11.5,4496.76
2025-09-01,11.29,4523.71
2025-09-02,11.17,4490.45
2025-09-03,10.86,4459.83
2025-09-04,10.88,4365.21
2025-09-05,10.92,4460.32
2025-09-08,10.81,4467.57
2025-09-09,10.99,4436.26
2025-09-10,10.86,4445.36
2025-09-11,11.12,4548.03
2025-09-12,10.9,4522.0
2025-09-15,10.78,4533.06
2025-09-16,10.6,4523.34
2025-09-17,10.64,4551.02
2025-09-18,10.44,4498.11
2025-09-19,10.44,4501.92
2025-09-22,10.52,4522.61
2025-09-23,10.57,4519.78
2025-09-24,10.6,4566.07
2025-09-25,10.67,4593.49
2025-09-26,10.72,4550.05
2025-09-29,11.46,4620.05
2025-09-30,11.44,4640.69
2025-10-09,11.41,4709.48
2025-10-10,11.6,4616.83
2025-10-13,11.39,4593.98
2025-10-14,11.38,4539.06
2025-10-15,11.53,4606.29
2025-10-16,11.55,4618.42
2025-10-17,11.35,4514.23
2025-10-20,11.16,4538.22
2025-10-21,11.2,4607.87
2025-10-22,11.13,4592.57
2025-10-23,11.16,4606.34
2025-10-24,11.26,4660.68
2025-10-27,11.4,4716.02
2025-10-28,11.24,4691.97
2025-10-29,11.65,4747.84
2025-10-30,11.35,4709.91
2025-10-31,10.89,4640.67
2025-11-03,10.9,4653.4
2025-11-04,10.77,4618.7
2025-11-05,10.71,4627.26
2025-11-06,10.85,4693.4
2025-11-07,10.74,4678.79
2025-11-10,10.87,4695.05
2025-11-11,10.75,4652.17
2025-11-12,10.66,4645.91
2025-11-13,10.79,4702.07
2025-11-14,10.68,4628.14
2025-11-17,10.6,4598.05
2025-11-18,10.56,4568.19
2025-11-19,10.63,4588.29
2025-11-20,10.75,4564.95
2025-11-21,10.4,4453.61
2025-11-24,10.44,4448.05
2025-11-25,10.4,4490.4
2025-11-26,10.34,4517.63
2025-11-27,10.31,4515.4
2025-11-28,10.41,4526.66
2025-12-01,10.45,4576.49
2025-12-02,10.28,4554.33
2025-12-03,10.2,4531.05
2025-12-04,10.24,4546.57
2025-12-05,10.53,4584.54
2025-12-08,10.81,4621.75
2025-12-09,10.75,4598.22
2025-12-10,10.83,4591.83
2025-12-11,10.6,4552.18
2025-12-12,10.59,4580.95
2025-12-15,10.81,4552.06
2025-12-16,10.72,4497.55
2025-12-17,11.04,4579.88
2025-12-18,10.8,4552.79
2025-12-19,10.79,4568.18
2025-12-22,10.7,4611.62
2025-12-23,10.73,4620.73
2025-12-24,10.75,4634.06
2025-12-25,10.83,4642.54
",
1499,CN,technical,计算卫星化学2023年04月13日至2023年08月03日的特雷诺比率。（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0548,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2023-04-12,15.7,4097.29
2023-04-13,15.68,4068.98
2023-04-14,15.73,4092.0
2023-04-17,16.37,4149.38
2023-04-18,16.34,4162.03
2023-04-19,15.79,4124.56
2023-04-20,14.84,4113.02
2023-04-21,14.58,4032.57
2023-04-24,14.01,3982.64
2023-04-25,13.98,3962.67
2023-04-26,13.96,3959.23
2023-04-27,13.9,3988.42
2023-04-28,14.19,4029.09
2023-05-04,14.41,4030.25
2023-05-05,14.53,4016.88
2023-05-08,14.23,4062.66
2023-05-09,14.03,4027.88
2023-05-10,13.96,3996.87
2023-05-11,13.97,3990.66
2023-05-12,13.51,3937.76
2023-05-15,13.61,3998.89
2023-05-16,13.62,3978.21
2023-05-17,13.52,3960.17
2023-05-18,13.2,3956.07
2023-05-19,13.13,3944.54
2023-05-22,13.38,3969.33
2023-05-23,13.19,3913.19
2023-05-24,13.09,3859.09
2023-05-25,12.87,3850.5
2023-05-26,12.66,3850.95
2023-05-29,12.63,3833.94
2023-05-30,12.56,3837.75
2023-05-31,12.67,3798.54
2023-06-01,13.05,3806.87
2023-06-02,14.04,3861.83
2023-06-05,14.12,3844.25
2023-06-06,14.18,3808.16
2023-06-07,14.1,3789.34
2023-06-08,14.5,3820.19
2023-06-09,14.34,3836.7
2023-06-12,14.36,3844.43
2023-06-13,14.19,3864.91
2023-06-14,14.54,3864.02
2023-06-15,15.05,3925.5
2023-06-16,14.79,3963.35
2023-06-19,14.79,3930.91
2023-06-20,14.5,3924.24
2023-06-21,14.56,3864.03
2023-06-26,14.57,3809.7
2023-06-27,14.92,3845.43
2023-06-28,15.15,3840.8
2023-06-29,14.6,3821.84
2023-06-30,14.96,3842.45
2023-07-03,14.99,3892.88
2023-07-04,15.1,3899.01
2023-07-05,15.08,3868.81
2023-07-06,14.88,3842.75
2023-07-07,15.01,3825.7
2023-07-10,14.87,3844.33
2023-07-11,15.11,3869.49
2023-07-12,15.75,3843.44
2023-07-13,15.87,3898.42
2023-07-14,16.23,3899.1
2023-07-17,15.9,3867.17
2023-07-18,15.9,3854.94
2023-07-19,15.75,3850.87
2023-07-20,15.75,3823.69
2023-07-21,15.8,3821.91
2023-07-24,15.28,3805.22
2023-07-25,15.96,3915.12
2023-07-26,15.97,3907.01
2023-07-27,16.1,3902.35
2023-07-28,16.16,3992.74
2023-07-31,16.11,4014.63
2023-08-01,16.25,3998.0
2023-08-02,16.06,3969.9
2023-08-03,15.99,4004.98
",
1500,CN,technical,石头科技2023年04月22日至2023年07月11日的莫迪利安尼比率的值是？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0778,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2023-04-21,313.0,4032.57
2023-04-24,304.0,3982.64
2023-04-25,302.17,3962.67
2023-04-26,299.06,3959.23
2023-04-27,314.98,3988.42
2023-04-28,303.06,4029.09
2023-05-04,319.07,4030.25
2023-05-05,311.8,4016.88
2023-05-08,302.64,4062.66
2023-05-09,304.3,4027.88
2023-05-10,318.46,3996.87
2023-05-11,315.43,3990.66
2023-05-12,313.89,3937.76
2023-05-15,318.8,3998.89
2023-05-16,314.58,3978.21
2023-05-17,310.94,3960.17
2023-05-18,303.16,3956.07
2023-05-19,318.31,3944.54
2023-05-22,325.53,3969.33
2023-05-23,323.84,3913.19
2023-05-24,319.0,3859.09
2023-05-25,310.75,3850.5
2023-05-26,307.26,3850.95
2023-05-29,298.6,3833.94
2023-05-30,299.95,3837.75
2023-05-31,302.56,3798.54
2023-06-01,309.62,3806.87
2023-06-02,324.99,3861.83
2023-06-05,315.88,3844.25
2023-06-06,313.2,3808.16
2023-06-07,311.37,3789.34
2023-06-08,332.49,3820.19
2023-06-09,334.24,3836.7
2023-06-12,333.49,3844.43
2023-06-13,322.13,3864.91
2023-06-14,309.86,3864.02
2023-06-15,311.0,3925.5
2023-06-16,308.14,3963.35
2023-06-19,301.6,3930.91
2023-06-20,304.7,3924.24
2023-06-21,289.71,3864.03
2023-06-26,312.06,3809.7
2023-06-27,324.85,3845.43
2023-06-28,326.77,3840.8
2023-06-29,322.14,3821.84
2023-06-30,320.68,3842.45
2023-07-03,338.88,3892.88
2023-07-04,338.88,3899.01
2023-07-05,339.82,3868.81
2023-07-06,346.5,3842.75
2023-07-07,342.17,3825.7
2023-07-10,335.66,3844.33
2023-07-11,330.0,3869.49
",
1501,CN,technical,2022年06月16日到2022年10月05日，金龙鱼的莫迪利安尼比率是多少？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.1467,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2022-06-15,47.75,4278.22
2022-06-16,47.7,4250.06
2022-06-17,48.19,4309.04
2022-06-20,48.26,4330.43
2022-06-21,47.47,4325.57
2022-06-22,46.61,4270.62
2022-06-23,47.11,4343.88
2022-06-24,49.21,4394.77
2022-06-27,52.92,4444.26
2022-06-28,53.65,4490.52
2022-06-29,53.21,4421.36
2022-06-30,54.02,4485.01
2022-07-01,54.28,4466.72
2022-07-04,55.04,4496.03
2022-07-05,54.09,4489.54
2022-07-06,53.1,4423.97
2022-07-07,52.66,4443.47
2022-07-08,52.38,4428.78
2022-07-11,51.36,4354.62
2022-07-12,50.06,4313.62
2022-07-13,50.2,4321.46
2022-07-14,49.61,4322.07
2022-07-15,48.65,4248.53
2022-07-18,48.7,4292.59
2022-07-19,48.27,4269.34
2022-07-20,48.5,4283.8
2022-07-21,47.83,4236.06
2022-07-22,47.3,4238.23
2022-07-25,47.16,4212.64
2022-07-26,47.36,4245.98
2022-07-27,46.74,4225.04
2022-07-28,46.75,4225.67
2022-07-29,45.81,4170.1
2022-08-01,46.2,4188.68
2022-08-02,45.05,4107.02
2022-08-03,45.12,4066.98
2022-08-04,45.51,4101.54
2022-08-05,48.15,4156.91
2022-08-08,46.95,4148.07
2022-08-09,46.9,4156.29
2022-08-10,46.06,4109.74
2022-08-11,47.1,4193.54
2022-08-12,47.09,4191.15
2022-08-15,46.43,4185.68
2022-08-16,46.71,4177.84
2022-08-17,46.65,4216.96
2022-08-18,46.09,4180.1
2022-08-19,45.89,4151.07
2022-08-22,46.0,4181.4
2022-08-23,45.48,4161.08
2022-08-24,44.58,4082.42
2022-08-25,45.1,4116.24
2022-08-26,45.5,4107.55
2022-08-29,44.79,4089.52
2022-08-30,45.17,4075.79
2022-08-31,45.68,4078.84
2022-09-01,45.45,4043.74
2022-09-02,44.96,4023.61
2022-09-05,44.26,4015.43
2022-09-06,44.65,4052.28
2022-09-07,44.19,4054.98
2022-09-08,43.81,4037.68
2022-09-09,44.54,4093.79
2022-09-13,44.79,4111.11
2022-09-14,44.69,4065.36
2022-09-15,44.48,4027.12
2022-09-16,42.76,3932.68
2022-09-19,43.04,3928.0
2022-09-20,42.9,3932.84
2022-09-21,42.14,3903.73
2022-09-22,41.59,3869.34
2022-09-23,41.55,3856.02
2022-09-26,41.6,3836.68
2022-09-27,42.89,3892.3
2022-09-28,42.59,3828.71
2022-09-29,43.05,3827.14
2022-09-30,43.19,3804.89
",
1502,CN,technical,恒生电子的莫迪利安尼比率，在2020年06月16日-2021年05月31日期间为多少？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0063,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2020-06-15,92.77,3954.99
2020-06-16,94.24,4014.57
2020-06-17,95.35,4017.59
2020-06-18,93.3,4044.38
2020-06-19,94.7,4098.71
2020-06-22,98.33,4102.05
2020-06-23,103.0,4121.79
2020-06-24,103.97,4138.99
2020-06-29,103.77,4109.72
2020-06-30,107.7,4163.96
2020-07-01,106.98,4247.78
2020-07-02,104.25,4335.84
2020-07-03,105.95,4419.6
2020-07-06,113.61,4670.09
2020-07-07,117.0,4698.13
2020-07-08,120.5,4774.0
2020-07-09,119.48,4840.77
2020-07-10,117.1,4753.13
2020-07-13,118.7,4852.96
2020-07-14,116.03,4806.69
2020-07-15,115.5,4744.47
2020-07-16,106.8,4516.25
2020-07-17,103.34,4544.7
2020-07-20,106.4,4680.3
2020-07-21,107.35,4691.04
2020-07-22,107.13,4714.45
2020-07-23,105.9,4712.44
2020-07-24,102.31,4505.59
2020-07-27,106.0,4528.45
2020-07-28,106.51,4568.26
2020-07-29,109.35,4679.01
2020-07-30,107.11,4656.15
2020-07-31,109.53,4695.05
2020-08-03,109.97,4771.31
2020-08-04,107.94,4775.8
2020-08-05,110.56,4777.11
2020-08-06,110.16,4762.76
2020-08-07,106.18,4707.93
2020-08-10,104.43,4724.87
2020-08-11,102.18,4681.78
2020-08-12,98.65,4647.64
2020-08-13,99.65,4635.71
2020-08-14,103.1,4704.63
2020-08-17,104.2,4815.23
2020-08-18,105.05,4812.76
2020-08-19,101.44,4740.68
2020-08-20,101.11,4679.15
2020-08-21,100.61,4718.84
2020-08-24,102.88,4755.85
2020-08-25,107.02,4761.95
2020-08-26,106.6,4706.13
2020-08-27,108.55,4731.35
2020-08-28,114.25,4844.27
2020-08-31,111.44,4816.22
2020-09-01,111.6,4842.12
2020-09-02,110.48,4843.89
2020-09-03,109.0,4817.1
2020-09-04,106.5,4770.22
2020-09-07,102.9,4669.37
2020-09-08,103.53,4694.39
2020-09-09,100.85,4584.59
2020-09-10,101.04,4581.98
2020-09-11,101.41,4627.28
2020-09-14,102.19,4651.05
2020-09-15,100.5,4688.48
2020-09-16,95.05,4657.36
2020-09-17,95.86,4632.71
2020-09-18,99.47,4737.09
2020-09-21,98.57,4691.43
2020-09-22,98.17,4635.76
2020-09-23,98.1,4652.33
2020-09-24,95.86,4563.07
2020-09-25,97.44,4570.02
2020-09-28,98.43,4581.91
2020-09-29,98.43,4591.8
2020-09-30,98.59,4587.4
2020-10-09,100.03,4681.14
2020-10-12,103.24,4823.16
2020-10-13,104.9,4839.2
2020-10-14,100.51,4807.1
2020-10-15,96.6,4798.74
2020-10-16,96.72,4791.68
2020-10-19,96.01,4755.49
2020-10-20,96.78,4793.47
2020-10-21,96.02,4792.83
2020-10-22,97.64,4777.98
2020-10-23,95.37,4718.49
2020-10-26,90.95,4691.24
2020-10-27,91.28,4699.28
2020-10-28,93.1,4737.27
2020-10-29,91.64,4772.92
2020-10-30,92.94,4695.33
2020-11-02,88.0,4720.83
2020-11-03,90.35,4777.56
2020-11-04,88.1,4813.66
2020-11-05,93.16,4885.11
2020-11-06,92.6,4885.72
2020-11-09,94.1,4981.35
2020-11-10,94.66,4953.88
2020-11-11,89.16,4904.9
2020-11-12,88.88,4908.46
2020-11-13,88.67,4856.85
2020-11-16,93.6,4904.17
2020-11-17,92.75,4894.79
2020-11-18,90.3,4891.67
2020-11-19,92.2,4927.99
2020-11-20,90.7,4943.29
2020-11-23,90.03,5005.03
2020-11-24,88.19,4974.29
2020-11-25,85.48,4910.7
2020-11-26,85.41,4919.59
2020-11-27,85.75,4980.77
2020-11-30,88.43,4960.25
2020-12-01,90.14,5067.1
2020-12-02,90.68,5067.14
2020-12-03,93.18,5057.06
2020-12-04,94.3,5065.92
2020-12-07,96.88,5022.24
2020-12-08,98.15,5009.88
2020-12-09,102.47,4942.7
2020-12-10,102.59,4940.52
2020-12-11,100.0,4889.63
2020-12-14,102.35,4934.84
2020-12-15,101.29,4945.1
2020-12-16,100.29,4953.87
2020-12-17,101.19,5017.48
2020-12-18,101.4,4999.97
2020-12-21,100.0,5046.84
2020-12-22,95.8,4964.77
2020-12-23,98.32,5007.12
2020-12-24,91.86,5000.02
2020-12-25,94.01,5042.01
2020-12-28,93.0,5064.41
2020-12-29,94.18,5042.94
2020-12-30,101.25,5113.71
2020-12-31,104.9,5211.29
2021-01-04,106.17,5267.72
2021-01-05,109.61,5368.5
2021-01-06,103.19,5417.67
2021-01-07,98.16,5513.66
2021-01-08,99.51,5495.43
2021-01-11,97.07,5441.16
2021-01-12,101.0,5596.35
2021-01-13,95.0,5577.97
2021-01-14,95.8,5470.46
2021-01-15,95.59,5458.08
2021-01-18,97.0,5518.52
2021-01-19,97.5,5437.52
2021-01-20,98.8,5476.43
2021-01-21,101.99,5564.97
2021-01-22,99.78,5569.78
2021-01-25,95.86,5625.92
2021-01-26,93.4,5512.97
2021-01-27,95.66,5528.0
2021-01-28,94.31,5377.14
2021-01-29,97.13,5351.96
2021-02-01,103.21,5417.65
2021-02-02,107.83,5501.09
2021-02-03,105.9,5485.2
2021-02-04,103.5,5473.95
2021-02-05,99.25,5483.41
2021-02-08,102.25,5564.56
2021-02-09,105.65,5686.25
2021-02-10,106.35,5807.72
2021-02-18,101.73,5768.38
2021-02-19,97.81,5778.84
2021-02-22,96.48,5597.33
2021-02-23,95.87,5579.67
2021-02-24,93.2,5437.57
2021-02-25,91.5,5469.56
2021-02-26,87.4,5336.76
2021-03-01,90.36,5418.78
2021-03-02,90.68,5349.63
2021-03-03,92.35,5452.21
2021-03-04,87.97,5280.71
2021-03-05,89.06,5262.8
2021-03-08,84.54,5080.02
2021-03-09,85.3,4971.0
2021-03-10,84.77,5003.61
2021-03-11,85.83,5128.22
2021-03-12,87.8,5146.38
2021-03-15,87.7,5035.54
2021-03-16,85.73,5079.36
2021-03-17,89.5,5100.86
2021-03-18,89.0,5141.77
2021-03-19,85.01,5007.09
2021-03-22,87.39,5057.15
2021-03-23,84.39,5009.25
2021-03-24,82.78,4928.69
2021-03-25,82.76,4926.35
2021-03-26,84.55,5037.99
2021-03-29,82.3,5046.88
2021-03-30,83.32,5094.73
2021-03-31,84.0,5048.36
2021-04-01,84.6,5110.78
2021-04-02,84.78,5161.56
2021-04-06,86.0,5140.34
2021-04-07,84.35,5103.74
2021-04-08,84.2,5112.21
2021-04-09,82.84,5035.34
2021-04-12,81.78,4947.75
2021-04-13,81.08,4939.64
2021-04-14,82.2,4980.63
2021-04-15,82.68,4948.97
2021-04-16,82.3,4966.18
2021-04-19,86.48,5087.02
2021-04-20,87.7,5083.37
2021-04-21,86.52,5098.74
2021-04-22,88.46,5089.24
2021-04-23,88.3,5135.45
2021-04-26,86.82,5077.24
2021-04-27,90.29,5090.52
2021-04-28,93.35,5119.24
2021-04-29,94.57,5164.17
2021-04-30,91.89,5123.49
2021-05-06,90.03,5061.12
2021-05-07,87.0,4996.05
2021-05-10,85.5,4992.42
2021-05-11,85.03,5023.06
2021-05-12,85.3,5044.55
2021-05-13,84.1,4992.97
2021-05-14,87.29,5110.59
2021-05-17,88.71,5184.99
2021-05-18,89.0,5187.6
2021-05-19,89.8,5172.27
2021-05-20,92.07,5186.41
2021-05-21,89.01,5134.15
2021-05-24,91.85,5155.59
2021-05-25,98.5,5318.48
2021-05-26,97.17,5320.59
2021-05-27,95.08,5338.23
2021-05-28,93.7,5321.09
2021-05-31,93.88,5331.57
",
1503,CN,technical,对于2024年08月11日-2025年01月17日的莫迪利安尼比率，广汽集团的值是？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2092,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2024-08-09,7.6,3331.63
2024-08-12,7.55,3325.86
2024-08-13,7.57,3334.39
2024-08-14,7.51,3309.24
2024-08-15,7.57,3341.95
2024-08-16,7.5,3345.63
2024-08-19,7.49,3356.97
2024-08-20,7.4,3332.7
2024-08-21,7.42,3321.64
2024-08-22,7.31,3313.14
2024-08-23,7.36,3327.19
2024-08-26,7.41,3324.22
2024-08-27,7.32,3305.33
2024-08-28,7.26,3286.5
2024-08-29,7.28,3277.68
2024-08-30,7.4,3321.43
2024-09-02,7.25,3265.01
2024-09-03,7.4,3273.43
2024-09-04,7.35,3252.16
2024-09-05,7.36,3257.76
2024-09-06,7.38,3231.35
2024-09-09,7.33,3192.95
2024-09-10,7.3,3195.76
2024-09-11,7.29,3186.13
2024-09-12,7.24,3172.47
2024-09-13,7.15,3159.25
2024-09-18,7.13,3171.01
2024-09-19,7.31,3196.04
2024-09-20,7.34,3201.05
2024-09-23,7.36,3212.76
2024-09-24,7.58,3351.91
2024-09-25,7.72,3401.53
2024-09-26,8.03,3545.32
2024-09-27,8.27,3703.68
2024-09-30,8.83,4017.85
2024-10-08,9.07,4256.1
2024-10-09,8.29,3955.98
2024-10-10,8.37,3997.79
2024-10-11,8.21,3887.17
2024-10-14,8.24,3961.34
2024-10-15,8.01,3855.99
2024-10-16,7.96,3831.59
2024-10-17,7.86,3788.22
2024-10-18,8.1,3925.23
2024-10-21,8.0,3935.2
2024-10-22,8.19,3957.78
2024-10-23,8.34,3973.21
2024-10-24,8.24,3928.83
2024-10-25,8.36,3956.42
2024-10-28,8.48,3964.16
2024-10-29,8.38,3924.65
2024-10-30,8.34,3889.45
2024-10-31,7.99,3891.04
2024-11-01,7.89,3890.02
2024-11-04,8.18,3944.76
2024-11-05,8.35,4044.57
2024-11-06,8.35,4024.28
2024-11-07,8.47,4145.7
2024-11-08,8.55,4104.05
2024-11-11,8.82,4131.13
2024-11-12,9.32,4085.74
2024-11-13,9.22,4110.89
2024-11-14,8.86,4039.62
2024-11-15,8.77,3968.83
2024-11-18,9.06,3950.38
2024-11-19,8.97,3976.89
2024-11-20,8.87,3985.77
2024-11-21,8.96,3989.3
2024-11-22,8.63,3865.7
2024-11-25,8.78,3848.09
2024-11-26,8.53,3840.18
2024-11-27,8.47,3907.04
2024-11-28,8.45,3872.55
2024-11-29,8.84,3916.58
2024-12-02,9.72,3947.63
2024-12-03,10.69,3951.89
2024-12-04,10.09,3930.56
2024-12-05,9.8,3921.59
2024-12-06,9.68,3973.14
2024-12-09,9.72,3966.57
2024-12-10,9.64,3995.64
2024-12-11,9.72,3988.83
2024-12-12,9.86,4028.5
2024-12-13,9.77,3933.18
2024-12-16,9.55,3911.84
2024-12-17,9.5,3922.03
2024-12-18,9.62,3941.89
2024-12-19,9.41,3945.46
2024-12-20,9.39,3927.74
2024-12-23,9.17,3933.57
2024-12-24,9.36,3983.69
2024-12-25,9.47,3985.63
2024-12-26,9.36,3987.48
2024-12-27,9.44,3981.03
2024-12-30,9.74,3999.05
2024-12-31,9.34,3934.91
2025-01-02,8.94,3820.4
2025-01-03,8.54,3775.16
2025-01-06,8.39,3768.97
2025-01-07,8.49,3796.11
2025-01-08,8.34,3789.22
2025-01-09,8.35,3779.88
2025-01-10,8.27,3732.48
2025-01-13,8.38,3722.51
2025-01-14,8.82,3820.54
2025-01-15,8.56,3796.03
2025-01-16,8.63,3800.38
2025-01-17,8.58,3812.34
",
1504,CN,technical,计算公牛集团2025年06月23日至2025年09月12日的莫迪利安尼比率。（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.2041,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2025-06-20,48.9,3846.64
2025-06-23,47.28,3857.9
2025-06-24,47.6,3904.03
2025-06-25,48.1,3960.07
2025-06-26,47.71,3946.02
2025-06-27,47.8,3921.76
2025-06-30,48.25,3936.08
2025-07-01,47.91,3942.76
2025-07-02,47.93,3943.68
2025-07-03,47.73,3968.07
2025-07-04,47.36,3982.2
2025-07-07,47.54,3965.17
2025-07-08,47.79,3998.45
2025-07-09,47.65,3991.4
2025-07-10,47.42,4010.02
2025-07-11,47.3,4014.81
2025-07-14,47.13,4017.67
2025-07-15,46.92,4019.06
2025-07-16,47.05,4007.2
2025-07-17,47.26,4034.49
2025-07-18,47.4,4058.55
2025-07-21,47.65,4085.61
2025-07-22,47.85,4118.96
2025-07-23,47.96,4119.77
2025-07-24,47.61,4149.04
2025-07-25,48.05,4127.16
2025-07-28,47.79,4135.82
2025-07-29,47.52,4152.02
2025-07-30,47.65,4151.24
2025-07-31,47.16,4075.59
2025-08-01,47.3,4054.93
2025-08-04,47.26,4070.7
2025-08-05,47.78,4103.45
2025-08-06,47.6,4113.49
2025-08-07,47.49,4114.67
2025-08-08,47.49,4104.97
2025-08-11,47.6,4122.51
2025-08-12,47.61,4143.83
2025-08-13,47.68,4176.58
2025-08-14,47.33,4173.31
2025-08-15,47.48,4202.35
2025-08-18,47.83,4239.41
2025-08-19,47.68,4223.37
2025-08-20,48.04,4271.4
2025-08-21,47.91,4288.07
2025-08-22,48.0,4378.0
2025-08-25,48.53,4469.22
2025-08-26,49.05,4452.59
2025-08-27,48.25,4386.13
2025-08-28,47.73,4463.78
2025-08-29,47.14,4496.76
2025-09-01,47.09,4523.71
2025-09-02,46.9,4490.45
2025-09-03,46.66,4459.83
2025-09-04,46.21,4365.21
2025-09-05,46.77,4460.32
2025-09-08,47.21,4467.57
2025-09-09,47.21,4436.26
2025-09-10,46.84,4445.36
2025-09-11,46.85,4548.03
2025-09-12,46.49,4522.0
",
1505,CN,technical,思源电气2020年05月26日至2020年06月22日的溃疡指数的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0229,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2020-05-26,18.26
2020-05-27,17.73
2020-05-28,17.82
2020-05-29,17.61
2020-06-01,18.8
2020-06-02,18.98
2020-06-03,18.71
2020-06-04,18.44
2020-06-05,18.26
2020-06-08,18.27
2020-06-09,18.28
2020-06-10,18.56
2020-06-11,18.65
2020-06-12,18.94
2020-06-15,18.41
2020-06-16,18.77
2020-06-17,18.65
2020-06-18,18.7
2020-06-19,18.67
2020-06-22,18.94
",
1506,CN,technical,2021年10月15日到2022年06月23日，鹏鼎控股的溃疡指数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.2413,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2021-10-15,32.06
2021-10-18,31.28
2021-10-19,32.06
2021-10-20,32.3
2021-10-21,31.91
2021-10-22,33.39
2021-10-25,31.99
2021-10-26,33.45
2021-10-27,33.97
2021-10-28,33.46
2021-10-29,34.99
2021-11-01,38.49
2021-11-02,40.1
2021-11-03,39.4
2021-11-04,39.58
2021-11-05,40.22
2021-11-08,40.1
2021-11-09,40.5
2021-11-10,40.62
2021-11-11,39.8
2021-11-12,39.3
2021-11-15,40.38
2021-11-16,39.63
2021-11-17,40.56
2021-11-18,39.0
2021-11-19,40.95
2021-11-22,40.99
2021-11-23,40.59
2021-11-24,40.52
2021-11-25,40.09
2021-11-26,38.38
2021-11-29,38.65
2021-11-30,40.24
2021-12-01,39.21
2021-12-02,38.25
2021-12-03,38.0
2021-12-06,37.31
2021-12-07,36.63
2021-12-08,38.65
2021-12-09,42.52
2021-12-10,41.02
2021-12-13,41.0
2021-12-14,40.48
2021-12-15,40.71
2021-12-16,40.99
2021-12-17,40.09
2021-12-20,39.32
2021-12-21,40.24
2021-12-22,41.82
2021-12-23,43.6
2021-12-24,44.21
2021-12-27,43.37
2021-12-28,43.1
2021-12-29,42.08
2021-12-30,42.22
2021-12-31,42.43
2022-01-04,43.52
2022-01-05,41.86
2022-01-06,40.72
2022-01-07,41.92
2022-01-10,42.53
2022-01-11,42.0
2022-01-12,42.12
2022-01-13,40.55
2022-01-14,40.95
2022-01-17,40.12
2022-01-18,39.78
2022-01-19,38.87
2022-01-20,38.45
2022-01-21,38.03
2022-01-24,38.62
2022-01-25,37.67
2022-01-26,37.7
2022-01-27,36.57
2022-01-28,36.31
2022-02-07,36.91
2022-02-08,36.21
2022-02-09,35.77
2022-02-10,35.1
2022-02-11,34.24
2022-02-14,34.26
2022-02-15,35.58
2022-02-16,36.55
2022-02-17,36.53
2022-02-18,36.33
2022-02-21,36.03
2022-02-22,35.31
2022-02-23,35.92
2022-02-24,35.31
2022-02-25,35.99
2022-02-28,34.61
2022-03-01,34.08
2022-03-02,33.41
2022-03-03,32.7
2022-03-04,32.37
2022-03-07,31.1
2022-03-08,30.69
2022-03-09,30.23
2022-03-10,30.27
2022-03-11,30.73
2022-03-14,30.06
2022-03-15,29.24
2022-03-16,30.15
2022-03-17,32.55
2022-03-18,31.82
2022-03-21,31.53
2022-03-22,31.16
2022-03-23,31.16
2022-03-24,30.75
2022-03-25,30.15
2022-03-28,29.63
2022-03-29,28.62
2022-03-30,29.45
2022-03-31,28.82
2022-04-01,28.66
2022-04-06,27.85
2022-04-07,28.86
2022-04-08,28.78
2022-04-11,27.25
2022-04-12,27.7
2022-04-13,26.86
2022-04-14,27.69
2022-04-15,29.15
2022-04-18,29.51
2022-04-19,28.72
2022-04-20,29.05
2022-04-21,29.43
2022-04-22,28.96
2022-04-25,27.69
2022-04-26,26.45
2022-04-27,28.0
2022-04-28,28.45
2022-04-29,29.47
2022-05-05,29.24
2022-05-06,27.91
2022-05-09,27.54
2022-05-10,28.37
2022-05-11,28.78
2022-05-12,28.48
2022-05-13,28.41
2022-05-16,28.0
2022-05-17,28.43
2022-05-18,28.31
2022-05-19,28.08
2022-05-20,28.75
2022-05-23,28.63
2022-05-24,27.02
2022-05-25,26.86
2022-05-26,26.9
2022-05-27,26.87
2022-05-30,27.58
2022-05-31,30.34
2022-06-01,30.3
2022-06-02,30.75
2022-06-06,30.73
2022-06-07,30.45
2022-06-08,29.73
2022-06-09,28.7
2022-06-10,29.39
2022-06-13,28.87
2022-06-14,28.9
2022-06-15,28.92
2022-06-16,29.18
2022-06-17,28.76
2022-06-20,29.19
2022-06-21,30.01
2022-06-22,28.3
2022-06-23,28.13
",
1507,CN,technical,南方航空的溃疡指数，在2024年10月28日-2024年12月23日期间为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0314,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2024-10-28,6.0
2024-10-29,5.99
2024-10-30,6.05
2024-10-31,6.16
2024-11-01,6.1
2024-11-04,6.2
2024-11-05,6.25
2024-11-06,6.22
2024-11-07,6.37
2024-11-08,6.3
2024-11-11,6.15
2024-11-12,6.12
2024-11-13,6.12
2024-11-14,6.05
2024-11-15,6.26
2024-11-18,6.32
2024-11-19,6.35
2024-11-20,6.45
2024-11-21,6.44
2024-11-22,6.58
2024-11-25,6.47
2024-11-26,6.56
2024-11-27,6.78
2024-11-28,6.79
2024-11-29,6.76
2024-12-02,6.64
2024-12-03,6.58
2024-12-04,6.47
2024-12-05,6.64
2024-12-06,6.97
2024-12-09,7.14
2024-12-10,7.24
2024-12-11,7.27
2024-12-12,7.19
2024-12-13,7.15
2024-12-16,6.81
2024-12-17,6.8
2024-12-18,6.79
2024-12-19,6.8
2024-12-20,6.67
2024-12-23,6.77
",
1508,CN,technical,对于2021年08月08日-2022年05月03日的溃疡指数，赣锋锂业的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3331,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2021-08-09,181.21
2021-08-10,177.0
2021-08-11,179.07
2021-08-12,179.86
2021-08-13,176.28
2021-08-16,163.88
2021-08-17,161.1
2021-08-18,167.09
2021-08-19,177.66
2021-08-20,180.25
2021-08-23,185.0
2021-08-24,191.6
2021-08-25,187.77
2021-08-26,188.1
2021-08-27,196.35
2021-08-30,215.99
2021-08-31,220.0
2021-09-01,198.0
2021-09-02,193.63
2021-09-03,180.33
2021-09-06,188.22
2021-09-07,187.89
2021-09-08,185.66
2021-09-09,186.82
2021-09-10,191.0
2021-09-13,189.4
2021-09-14,181.8
2021-09-15,196.18
2021-09-16,176.56
2021-09-17,171.61
2021-09-22,169.86
2021-09-23,172.4
2021-09-24,168.0
2021-09-27,163.0
2021-09-28,159.69
2021-09-29,152.97
2021-09-30,162.94
2021-10-08,156.9
2021-10-11,158.0
2021-10-12,153.02
2021-10-13,162.3
2021-10-14,163.88
2021-10-15,163.0
2021-10-18,172.17
2021-10-19,172.69
2021-10-20,171.2
2021-10-21,172.0
2021-10-22,167.79
2021-10-25,170.8
2021-10-26,172.5
2021-10-27,172.84
2021-10-28,165.31
2021-10-29,167.4
2021-11-01,162.1
2021-11-02,169.4
2021-11-03,160.31
2021-11-04,160.51
2021-11-05,162.4
2021-11-08,175.3
2021-11-09,173.5
2021-11-10,162.8
2021-11-11,160.5
2021-11-12,159.31
2021-11-15,152.7
2021-11-16,151.17
2021-11-17,161.17
2021-11-18,162.52
2021-11-19,158.7
2021-11-22,166.4
2021-11-23,163.0
2021-11-24,160.86
2021-11-25,161.24
2021-11-26,164.35
2021-11-29,163.75
2021-11-30,167.51
2021-12-01,163.53
2021-12-02,161.12
2021-12-03,160.4
2021-12-06,156.9
2021-12-07,152.0
2021-12-08,156.59
2021-12-09,156.36
2021-12-10,160.97
2021-12-13,160.33
2021-12-14,156.26
2021-12-15,152.13
2021-12-16,152.7
2021-12-17,150.6
2021-12-20,137.77
2021-12-21,138.15
2021-12-22,139.0
2021-12-23,138.49
2021-12-24,131.71
2021-12-27,133.01
2021-12-28,140.38
2021-12-29,140.26
2021-12-30,138.0
2021-12-31,142.85
2022-01-04,135.24
2022-01-05,131.19
2022-01-06,132.9
2022-01-07,127.84
2022-01-10,129.06
2022-01-11,127.15
2022-01-12,131.46
2022-01-13,127.17
2022-01-14,128.63
2022-01-17,127.49
2022-01-18,129.43
2022-01-19,123.08
2022-01-20,121.5
2022-01-21,122.61
2022-01-24,134.87
2022-01-25,138.01
2022-01-26,138.76
2022-01-27,136.2
2022-01-28,133.95
2022-02-07,133.89
2022-02-08,126.26
2022-02-09,130.0
2022-02-10,131.1
2022-02-11,133.01
2022-02-14,136.5
2022-02-15,138.63
2022-02-16,139.83
2022-02-17,149.15
2022-02-18,145.91
2022-02-21,145.65
2022-02-22,150.71
2022-02-23,151.88
2022-02-24,146.99
2022-02-25,149.73
2022-02-28,151.41
2022-03-01,146.0
2022-03-02,146.75
2022-03-03,143.62
2022-03-04,141.45
2022-03-07,136.68
2022-03-08,124.0
2022-03-09,124.38
2022-03-10,128.29
2022-03-11,127.45
2022-03-14,124.5
2022-03-15,125.5
2022-03-16,129.3
2022-03-17,127.76
2022-03-18,127.01
2022-03-21,129.98
2022-03-22,130.01
2022-03-23,129.48
2022-03-24,129.7
2022-03-25,128.35
2022-03-28,123.47
2022-03-29,124.32
2022-03-30,129.66
2022-03-31,125.65
2022-04-01,128.53
2022-04-06,126.81
2022-04-07,127.65
2022-04-08,123.68
2022-04-11,112.0
2022-04-12,114.06
2022-04-13,116.5
2022-04-14,117.2
2022-04-15,114.5
2022-04-18,115.28
2022-04-19,114.15
2022-04-20,109.5
2022-04-21,104.04
2022-04-22,101.42
2022-04-25,92.21
2022-04-26,92.24
2022-04-27,101.46
2022-04-28,105.85
2022-04-29,110.67
",
1509,CN,technical,计算方正证券2021年06月18日至2021年10月05日的溃疡指数。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.1179,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2021-06-18,9.86
2021-06-21,9.44
2021-06-22,9.27
2021-06-23,9.33
2021-06-24,9.32
2021-06-25,9.49
2021-06-28,9.33
2021-06-29,9.33
2021-06-30,9.36
2021-07-01,8.95
2021-07-02,8.72
2021-07-05,8.75
2021-07-06,8.9
2021-07-07,9.0
2021-07-08,9.06
2021-07-09,8.94
2021-07-12,8.95
2021-07-13,8.81
2021-07-14,8.76
2021-07-15,9.24
2021-07-16,9.11
2021-07-19,9.08
2021-07-20,8.92
2021-07-21,9.09
2021-07-22,9.14
2021-07-23,9.23
2021-07-26,8.99
2021-07-27,8.79
2021-07-28,8.78
2021-07-29,8.83
2021-07-30,8.78
2021-08-02,8.62
2021-08-03,8.49
2021-08-04,8.47
2021-08-05,8.33
2021-08-06,8.34
2021-08-09,8.46
2021-08-10,8.53
2021-08-11,8.47
2021-08-12,8.39
2021-08-13,8.36
2021-08-16,8.42
2021-08-17,8.47
2021-08-18,8.87
2021-08-19,8.6
2021-08-20,8.66
2021-08-23,8.64
2021-08-24,8.64
2021-08-25,8.62
2021-08-26,8.51
2021-08-27,8.35
2021-08-30,8.36
2021-08-31,8.53
2021-09-01,8.65
2021-09-02,8.68
2021-09-03,8.62
2021-09-06,8.69
2021-09-07,8.71
2021-09-08,8.98
2021-09-09,8.84
2021-09-10,8.85
2021-09-13,8.76
2021-09-14,8.46
2021-09-15,8.48
2021-09-16,8.38
2021-09-17,8.41
2021-09-22,8.35
2021-09-23,8.42
2021-09-24,8.33
2021-09-27,8.19
2021-09-28,8.25
2021-09-29,8.16
2021-09-30,8.18
",
1510,CN,technical,中国神华2021年08月26日至2022年04月18日的马丁比率的值是？（分子分母都需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8539,easy,risk-adjusted return,Martin = AnnRet / (UI * \sqrt{242}),"date,close
2021-08-26,18.24
2021-08-27,18.16
2021-08-30,18.93
2021-08-31,20.0
2021-09-01,19.53
2021-09-02,20.11
2021-09-03,19.97
2021-09-06,20.77
2021-09-07,21.28
2021-09-08,21.81
2021-09-09,23.99
2021-09-10,22.4
2021-09-13,23.95
2021-09-14,23.16
2021-09-15,22.87
2021-09-16,23.16
2021-09-17,21.62
2021-09-22,23.78
2021-09-23,23.43
2021-09-24,21.9
2021-09-27,21.93
2021-09-28,22.81
2021-09-29,22.17
2021-09-30,22.66
2021-10-08,21.4
2021-10-11,22.42
2021-10-12,22.24
2021-10-13,21.52
2021-10-14,21.19
2021-10-15,21.96
2021-10-18,23.59
2021-10-19,23.46
2021-10-20,21.97
2021-10-21,23.06
2021-10-22,21.63
2021-10-25,22.35
2021-10-26,21.86
2021-10-27,20.98
2021-10-28,20.15
2021-10-29,19.89
2021-11-01,20.09
2021-11-02,19.6
2021-11-03,20.1
2021-11-04,20.14
2021-11-05,19.5
2021-11-08,19.79
2021-11-09,19.45
2021-11-10,19.08
2021-11-11,19.23
2021-11-12,19.12
2021-11-15,19.13
2021-11-16,18.95
2021-11-17,19.03
2021-11-18,19.1
2021-11-19,19.34
2021-11-22,19.37
2021-11-23,19.58
2021-11-24,20.16
2021-11-25,20.31
2021-11-26,19.72
2021-11-29,19.57
2021-11-30,19.54
2021-12-01,20.1
2021-12-02,20.68
2021-12-03,22.6
2021-12-06,22.19
2021-12-07,22.08
2021-12-08,21.75
2021-12-09,21.8
2021-12-10,21.7
2021-12-13,21.8
2021-12-14,21.24
2021-12-15,21.37
2021-12-16,22.85
2021-12-17,22.03
2021-12-20,21.76
2021-12-21,22.2
2021-12-22,22.11
2021-12-23,22.67
2021-12-24,22.46
2021-12-27,22.8
2021-12-28,22.28
2021-12-29,22.28
2021-12-30,21.94
2021-12-31,22.52
2022-01-04,22.73
2022-01-05,22.4
2022-01-06,22.22
2022-01-07,22.51
2022-01-10,22.78
2022-01-11,22.7
2022-01-12,22.83
2022-01-13,23.19
2022-01-14,22.52
2022-01-17,22.39
2022-01-18,23.34
2022-01-19,23.51
2022-01-20,23.88
2022-01-21,24.01
2022-01-24,24.12
2022-01-25,23.4
2022-01-26,23.17
2022-01-27,23.48
2022-01-28,22.54
2022-02-07,23.51
2022-02-08,24.96
2022-02-09,24.44
2022-02-10,25.6
2022-02-11,26.11
2022-02-14,25.77
2022-02-15,25.1
2022-02-16,25.19
2022-02-17,25.31
2022-02-18,25.79
2022-02-21,26.41
2022-02-22,26.6
2022-02-23,25.51
2022-02-24,25.5
2022-02-25,24.57
2022-02-28,25.24
2022-03-01,26.05
2022-03-02,26.3
2022-03-03,26.97
2022-03-04,27.22
2022-03-07,27.05
2022-03-08,25.86
2022-03-09,26.92
2022-03-10,26.57
2022-03-11,26.9
2022-03-14,26.2
2022-03-15,24.13
2022-03-16,24.8
2022-03-17,24.37
2022-03-18,25.03
2022-03-21,26.1
2022-03-22,26.88
2022-03-23,26.55
2022-03-24,27.2
2022-03-25,27.18
2022-03-28,29.22
2022-03-29,30.08
2022-03-30,29.03
2022-03-31,29.77
2022-04-01,29.53
2022-04-06,29.2
2022-04-07,29.78
2022-04-08,30.57
2022-04-11,31.3
2022-04-12,30.95
2022-04-13,31.99
2022-04-14,32.28
2022-04-15,31.03
2022-04-18,29.97
",
1511,CN,technical,2023年12月29日到2024年08月23日，北新建材的马丁比率是多少？（分子分母都需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0604,easy,risk-adjusted return,Martin = AnnRet / (UI * \sqrt{242}),"date,close
2023-12-29,23.36
2024-01-02,24.7
2024-01-03,24.81
2024-01-04,25.1
2024-01-05,25.78
2024-01-08,25.4
2024-01-09,25.48
2024-01-10,25.8
2024-01-11,25.8
2024-01-12,26.0
2024-01-15,27.51
2024-01-16,27.6
2024-01-17,27.19
2024-01-18,27.02
2024-01-19,26.83
2024-01-22,26.01
2024-01-23,26.16
2024-01-24,26.64
2024-01-25,27.44
2024-01-26,27.83
2024-01-29,27.81
2024-01-30,26.94
2024-01-31,26.71
2024-02-01,26.67
2024-02-02,26.92
2024-02-05,27.06
2024-02-06,27.94
2024-02-07,28.08
2024-02-08,28.89
2024-02-19,28.74
2024-02-20,29.06
2024-02-21,28.5
2024-02-22,29.1
2024-02-23,28.09
2024-02-26,27.76
2024-02-27,28.2
2024-02-28,28.03
2024-02-29,28.09
2024-03-01,27.86
2024-03-04,27.57
2024-03-05,27.97
2024-03-06,27.36
2024-03-07,27.32
2024-03-08,27.17
2024-03-11,26.97
2024-03-12,28.87
2024-03-13,28.15
2024-03-14,27.84
2024-03-15,27.95
2024-03-18,28.02
2024-03-19,27.74
2024-03-20,27.72
2024-03-21,27.33
2024-03-22,27.45
2024-03-25,27.83
2024-03-26,28.32
2024-03-27,28.61
2024-03-28,28.61
2024-03-29,28.37
2024-04-01,29.38
2024-04-02,29.99
2024-04-03,29.74
2024-04-08,29.84
2024-04-09,29.73
2024-04-10,29.2
2024-04-11,29.25
2024-04-12,29.09
2024-04-15,29.96
2024-04-16,29.97
2024-04-17,30.25
2024-04-18,30.73
2024-04-19,30.88
2024-04-22,31.35
2024-04-23,30.25
2024-04-24,29.37
2024-04-25,29.43
2024-04-26,30.08
2024-04-29,33.09
2024-04-30,32.75
2024-05-06,33.01
2024-05-07,32.99
2024-05-08,32.99
2024-05-09,33.29
2024-05-10,33.78
2024-05-13,34.07
2024-05-14,33.9
2024-05-15,35.71
2024-05-16,35.84
2024-05-17,36.03
2024-05-20,35.12
2024-05-21,35.11
2024-05-22,34.51
2024-05-23,34.19
2024-05-24,33.66
2024-05-27,33.45
2024-05-28,33.0
2024-05-29,32.77
2024-05-30,32.69
2024-05-31,32.32
2024-06-03,32.21
2024-06-04,32.85
2024-06-05,32.63
2024-06-06,32.42
2024-06-07,32.09
2024-06-11,31.72
2024-06-12,31.83
2024-06-13,31.12
2024-06-14,31.95
2024-06-17,31.61
2024-06-18,32.07
2024-06-19,30.52
2024-06-20,30.15
2024-06-21,30.01
2024-06-24,30.38
2024-06-25,30.52
2024-06-26,30.66
2024-06-27,30.1
2024-06-28,29.66
2024-07-01,30.67
2024-07-02,29.33
2024-07-03,28.5
2024-07-04,28.12
2024-07-05,28.16
2024-07-08,27.9
2024-07-09,27.3
2024-07-10,27.06
2024-07-11,26.98
2024-07-12,27.55
2024-07-15,27.52
2024-07-16,27.09
2024-07-17,27.83
2024-07-18,28.1
2024-07-19,28.03
2024-07-22,27.78
2024-07-23,27.11
2024-07-24,26.75
2024-07-25,27.09
2024-07-26,27.28
2024-07-29,25.74
2024-07-30,25.44
2024-07-31,25.99
2024-08-01,25.08
2024-08-02,24.52
2024-08-05,24.15
2024-08-06,24.56
2024-08-07,24.88
2024-08-08,25.5
2024-08-09,25.69
2024-08-12,25.38
2024-08-13,25.29
2024-08-14,25.28
2024-08-15,25.3
2024-08-16,25.06
2024-08-19,25.34
2024-08-20,24.87
2024-08-21,24.54
2024-08-22,24.3
2024-08-23,25.39
",
1512,CN,technical,中国人保的马丁比率，在2019年10月25日-2020年10月21日期间为多少？（分子分母都需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0523,easy,risk-adjusted return,Martin = AnnRet / (UI * \sqrt{242}),"date,close
2019-10-25,8.6
2019-10-28,8.7
2019-10-29,8.6
2019-10-30,8.66
2019-10-31,8.55
2019-11-01,8.65
2019-11-04,8.67
2019-11-05,8.81
2019-11-06,8.66
2019-11-07,8.62
2019-11-08,8.55
2019-11-11,8.41
2019-11-12,8.3
2019-11-13,8.11
2019-11-14,8.08
2019-11-15,7.95
2019-11-18,7.16
2019-11-19,7.17
2019-11-20,6.94
2019-11-21,6.87
2019-11-22,6.79
2019-11-25,6.83
2019-11-26,6.76
2019-11-27,6.74
2019-11-28,6.6
2019-11-29,6.59
2019-12-02,6.61
2019-12-03,6.68
2019-12-04,6.63
2019-12-05,6.75
2019-12-06,6.79
2019-12-09,6.78
2019-12-10,6.75
2019-12-11,6.81
2019-12-12,6.77
2019-12-13,7.1
2019-12-16,7.18
2019-12-17,7.64
2019-12-18,7.62
2019-12-19,7.61
2019-12-20,7.61
2019-12-23,7.27
2019-12-24,7.39
2019-12-25,7.35
2019-12-26,7.43
2019-12-27,7.43
2019-12-30,7.62
2019-12-31,7.59
2020-01-02,7.74
2020-01-03,7.76
2020-01-06,7.68
2020-01-07,7.74
2020-01-08,7.55
2020-01-09,7.62
2020-01-10,7.6
2020-01-13,7.68
2020-01-14,7.72
2020-01-15,7.6
2020-01-16,7.49
2020-01-17,7.51
2020-01-20,7.63
2020-01-21,7.5
2020-01-22,7.52
2020-01-23,7.26
2020-02-03,6.53
2020-02-04,6.72
2020-02-05,6.82
2020-02-06,6.91
2020-02-07,6.86
2020-02-10,6.89
2020-02-11,7.03
2020-02-12,7.07
2020-02-13,7.07
2020-02-14,7.09
2020-02-17,7.25
2020-02-18,7.2
2020-02-19,7.17
2020-02-20,7.54
2020-02-21,7.49
2020-02-24,7.32
2020-02-25,7.21
2020-02-26,7.17
2020-02-27,7.12
2020-02-28,6.77
2020-03-02,7.01
2020-03-03,7.02
2020-03-04,7.05
2020-03-05,7.34
2020-03-06,7.13
2020-03-09,6.89
2020-03-10,7.01
2020-03-11,6.9
2020-03-12,6.83
2020-03-13,6.76
2020-03-16,6.56
2020-03-17,6.48
2020-03-18,6.36
2020-03-19,6.26
2020-03-20,6.35
2020-03-23,6.18
2020-03-24,6.35
2020-03-25,6.46
2020-03-26,6.35
2020-03-27,6.35
2020-03-30,6.31
2020-03-31,6.3
2020-04-01,6.26
2020-04-02,6.31
2020-04-03,6.24
2020-04-07,6.33
2020-04-08,6.29
2020-04-09,6.34
2020-04-10,6.37
2020-04-13,6.29
2020-04-14,6.38
2020-04-15,6.31
2020-04-16,6.28
2020-04-17,6.39
2020-04-20,6.4
2020-04-21,6.31
2020-04-22,6.31
2020-04-23,6.27
2020-04-24,6.17
2020-04-27,6.18
2020-04-28,6.15
2020-04-29,6.22
2020-04-30,6.35
2020-05-06,6.38
2020-05-07,6.34
2020-05-08,6.45
2020-05-11,6.41
2020-05-12,6.35
2020-05-13,6.35
2020-05-14,6.25
2020-05-15,6.24
2020-05-18,6.27
2020-05-19,6.31
2020-05-20,6.25
2020-05-21,6.23
2020-05-22,6.12
2020-05-25,6.1
2020-05-26,6.14
2020-05-27,6.12
2020-05-28,6.19
2020-05-29,6.21
2020-06-01,6.31
2020-06-02,6.34
2020-06-03,6.33
2020-06-04,6.3
2020-06-05,6.29
2020-06-08,6.37
2020-06-09,6.41
2020-06-10,6.35
2020-06-11,6.27
2020-06-12,6.2
2020-06-15,6.25
2020-06-16,6.32
2020-06-17,6.27
2020-06-18,6.28
2020-06-19,6.39
2020-06-22,6.49
2020-06-23,6.39
2020-06-24,6.47
2020-06-29,6.33
2020-06-30,6.44
2020-07-01,6.72
2020-07-02,7.35
2020-07-03,7.7
2020-07-06,8.38
2020-07-07,7.99
2020-07-08,8.39
2020-07-09,8.25
2020-07-10,7.64
2020-07-13,7.68
2020-07-14,7.52
2020-07-15,7.54
2020-07-16,7.33
2020-07-17,7.13
2020-07-20,7.7
2020-07-21,7.51
2020-07-22,7.5
2020-07-23,7.34
2020-07-24,7.06
2020-07-27,7.06
2020-07-28,7.11
2020-07-29,7.25
2020-07-30,7.12
2020-07-31,7.14
2020-08-03,7.25
2020-08-04,7.43
2020-08-05,7.29
2020-08-06,7.3
2020-08-07,7.16
2020-08-10,7.26
2020-08-11,7.18
2020-08-12,7.16
2020-08-13,7.17
2020-08-14,7.39
2020-08-17,7.9
2020-08-18,7.71
2020-08-19,7.51
2020-08-20,7.59
2020-08-21,7.44
2020-08-24,7.32
2020-08-25,7.27
2020-08-26,7.16
2020-08-27,7.19
2020-08-28,7.33
2020-08-31,7.22
2020-09-01,7.25
2020-09-02,7.19
2020-09-03,7.16
2020-09-04,7.08
2020-09-07,7.01
2020-09-08,7.15
2020-09-09,7.04
2020-09-10,7.05
2020-09-11,6.89
2020-09-14,6.85
2020-09-15,6.87
2020-09-16,6.85
2020-09-17,6.78
2020-09-18,7.17
2020-09-21,7.0
2020-09-22,6.9
2020-09-23,6.86
2020-09-24,6.84
2020-09-25,6.85
2020-09-28,6.82
2020-09-29,6.84
2020-09-30,6.77
2020-10-09,6.86
2020-10-12,7.05
2020-10-13,6.98
2020-10-14,6.91
2020-10-15,6.96
2020-10-16,7.01
2020-10-19,7.03
2020-10-20,7.0
2020-10-21,7.11
",
1513,CN,technical,对于2025年03月10日-2025年12月30日的马丁比率，用友网络的值是？（分子分母都需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.0975,easy,risk-adjusted return,Martin = AnnRet / (UI * \sqrt{242}),"date,close
2025-03-10,18.03
2025-03-11,17.89
2025-03-12,17.63
2025-03-13,17.68
2025-03-14,17.36
2025-03-17,17.1
2025-03-18,17.14
2025-03-19,16.61
2025-03-20,16.51
2025-03-21,15.81
2025-03-24,15.63
2025-03-25,15.55
2025-03-26,15.8
2025-03-27,15.43
2025-03-28,15.42
2025-03-31,15.06
2025-04-01,14.87
2025-04-02,14.99
2025-04-03,14.81
2025-04-07,13.33
2025-04-08,13.1
2025-04-09,13.49
2025-04-10,13.61
2025-04-11,13.79
2025-04-14,13.9
2025-04-15,13.77
2025-04-16,13.59
2025-04-17,13.88
2025-04-18,13.55
2025-04-21,14.19
2025-04-22,13.75
2025-04-23,13.83
2025-04-24,13.52
2025-04-25,13.7
2025-04-28,13.62
2025-04-29,13.82
2025-04-30,14.59
2025-05-06,14.76
2025-05-07,14.51
2025-05-08,14.5
2025-05-09,13.96
2025-05-12,14.16
2025-05-13,14.15
2025-05-14,14.19
2025-05-15,13.47
2025-05-16,13.33
2025-05-19,13.3
2025-05-20,13.34
2025-05-21,13.21
2025-05-22,13.12
2025-05-23,12.92
2025-05-26,13.19
2025-05-27,13.15
2025-05-28,12.95
2025-05-29,13.48
2025-05-30,13.05
2025-06-03,13.04
2025-06-04,13.2
2025-06-05,13.62
2025-06-06,13.71
2025-06-09,14.46
2025-06-10,13.74
2025-06-11,13.52
2025-06-12,13.31
2025-06-13,13.07
2025-06-16,13.06
2025-06-17,13.01
2025-06-18,12.91
2025-06-19,12.73
2025-06-20,12.4
2025-06-23,12.72
2025-06-24,12.86
2025-06-25,13.15
2025-06-26,13.16
2025-06-27,13.1
2025-06-30,13.37
2025-07-01,13.1
2025-07-02,12.97
2025-07-03,12.96
2025-07-04,12.83
2025-07-07,12.8
2025-07-08,13.09
2025-07-09,12.99
2025-07-10,12.96
2025-07-11,13.55
2025-07-14,13.13
2025-07-15,14.44
2025-07-16,14.4
2025-07-17,14.29
2025-07-18,14.33
2025-07-21,14.24
2025-07-22,13.92
2025-07-23,14.17
2025-07-24,14.46
2025-07-25,14.65
2025-07-28,14.36
2025-07-29,14.88
2025-07-30,14.66
2025-07-31,15.84
2025-08-01,15.77
2025-08-04,15.99
2025-08-05,15.71
2025-08-06,15.6
2025-08-07,16.37
2025-08-08,14.94
2025-08-11,15.41
2025-08-12,15.22
2025-08-13,15.11
2025-08-14,14.81
2025-08-15,15.28
2025-08-18,16.4
2025-08-19,16.48
2025-08-20,16.5
2025-08-21,16.55
2025-08-22,17.17
2025-08-25,17.3
2025-08-26,17.13
2025-08-27,16.46
2025-08-28,16.7
2025-08-29,16.47
2025-09-01,16.24
2025-09-02,15.44
2025-09-03,14.92
2025-09-04,14.59
2025-09-05,14.75
2025-09-08,14.64
2025-09-09,14.29
2025-09-10,14.55
2025-09-11,15.37
2025-09-12,15.03
2025-09-15,14.81
2025-09-16,14.7
2025-09-17,15.28
2025-09-18,14.98
2025-09-19,14.84
2025-09-22,14.92
2025-09-23,14.13
2025-09-24,14.83
2025-09-25,15.81
2025-09-26,15.03
2025-09-29,15.32
2025-09-30,15.62
2025-10-09,16.36
2025-10-10,15.3
2025-10-13,15.76
2025-10-14,15.32
2025-10-15,15.27
2025-10-16,14.84
2025-10-17,14.26
2025-10-20,14.37
2025-10-21,14.49
2025-10-22,14.28
2025-10-23,14.45
2025-10-24,14.5
2025-10-27,14.55
2025-10-28,15.0
2025-10-29,14.99
2025-10-30,15.04
2025-10-31,15.6
2025-11-03,15.71
2025-11-04,15.58
2025-11-05,15.2
2025-11-06,14.95
2025-11-07,14.66
2025-11-10,14.87
2025-11-11,14.57
2025-11-12,14.27
2025-11-13,14.47
2025-11-14,14.25
2025-11-17,14.66
2025-11-18,14.96
2025-11-19,14.81
2025-11-20,14.38
2025-11-21,13.96
2025-11-24,14.78
2025-11-25,14.86
2025-11-26,14.67
2025-11-27,14.26
2025-11-28,14.26
2025-12-01,14.22
2025-12-02,13.88
2025-12-03,13.35
2025-12-04,13.13
2025-12-05,13.39
2025-12-08,13.5
2025-12-09,13.4
2025-12-10,13.22
2025-12-11,12.93
2025-12-12,12.89
2025-12-15,12.66
2025-12-16,12.28
2025-12-17,12.73
2025-12-18,12.58
2025-12-19,12.6
2025-12-22,12.69
2025-12-23,12.61
2025-12-24,12.71
2025-12-25,13.04
2025-12-26,12.88
2025-12-29,12.92
2025-12-30,13.1
",
1514,CN,technical,计算中国移动2022年10月28日至2023年02月25日的马丁比率。（分子分母都需年化，A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7231,easy,risk-adjusted return,Martin = AnnRet / (UI * \sqrt{242}),"date,close
2022-10-28,66.98
2022-10-31,67.2
2022-11-01,69.4
2022-11-02,68.92
2022-11-03,67.15
2022-11-04,67.85
2022-11-07,66.14
2022-11-08,66.61
2022-11-09,66.27
2022-11-10,65.97
2022-11-11,66.67
2022-11-14,64.9
2022-11-15,65.22
2022-11-16,65.25
2022-11-17,64.83
2022-11-18,66.26
2022-11-21,66.16
2022-11-22,70.1
2022-11-23,68.57
2022-11-24,68.11
2022-11-25,72.0
2022-11-28,72.3
2022-11-29,71.15
2022-11-30,73.81
2022-12-01,73.91
2022-12-02,72.44
2022-12-05,77.59
2022-12-06,76.81
2022-12-07,73.6
2022-12-08,71.95
2022-12-09,72.89
2022-12-12,73.75
2022-12-13,73.4
2022-12-14,72.17
2022-12-15,71.85
2022-12-16,70.98
2022-12-19,68.78
2022-12-20,69.0
2022-12-21,69.0
2022-12-22,69.54
2022-12-23,69.45
2022-12-26,71.15
2022-12-27,72.01
2022-12-28,71.0
2022-12-29,68.8
2022-12-30,67.67
2023-01-03,71.95
2023-01-04,73.37
2023-01-05,73.99
2023-01-06,73.46
2023-01-09,73.34
2023-01-10,73.06
2023-01-11,74.29
2023-01-12,75.95
2023-01-13,75.45
2023-01-16,73.81
2023-01-17,73.43
2023-01-18,74.52
2023-01-19,74.58
2023-01-20,77.87
2023-01-30,75.6
2023-01-31,76.16
2023-02-01,77.05
2023-02-02,76.61
2023-02-03,77.81
2023-02-06,78.35
2023-02-07,76.8
2023-02-08,76.28
2023-02-09,76.7
2023-02-10,76.1
2023-02-13,76.2
2023-02-14,75.26
2023-02-15,76.0
2023-02-16,77.8
2023-02-17,75.8
2023-02-20,80.72
2023-02-21,80.0
2023-02-22,78.14
2023-02-23,78.18
2023-02-24,77.89
",
1515,CN,technical,中国建筑2022年05月07日至2023年04月24日的贝塔系数的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.7367,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-05-06,5.97,3908.82
2022-05-09,5.91,3877.44
2022-05-10,6.04,3919.87
2022-05-11,5.85,3976.42
2022-05-12,5.77,3958.74
2022-05-13,5.87,3988.6
2022-05-16,5.98,3956.54
2022-05-17,5.88,4005.89
2022-05-18,5.8,3991.91
2022-05-19,5.89,3999.6
2022-05-20,5.91,4077.6
2022-05-23,5.72,4053.98
2022-05-24,5.6,3959.15
2022-05-25,5.65,3983.18
2022-05-26,5.69,3993.04
2022-05-27,5.64,4001.3
2022-05-30,5.52,4029.02
2022-05-31,5.51,4091.52
2022-06-01,5.52,4083.18
2022-06-02,5.45,4089.57
2022-06-06,5.31,4166.09
2022-06-07,5.38,4179.13
2022-06-08,5.36,4219.81
2022-06-09,5.46,4175.67
2022-06-10,5.48,4238.99
2022-06-13,5.32,4189.35
2022-06-14,5.38,4222.31
2022-06-15,5.53,4278.22
2022-06-16,5.45,4250.06
2022-06-17,5.43,4309.04
2022-06-20,5.48,4330.43
2022-06-21,5.54,4325.57
2022-06-22,5.43,4270.62
2022-06-23,5.52,4343.88
2022-06-24,5.43,4394.77
2022-06-27,5.42,4444.26
2022-06-28,5.41,4490.52
2022-06-29,5.53,4421.36
2022-06-30,5.32,4485.01
2022-07-01,5.47,4466.72
2022-07-04,5.41,4496.03
2022-07-05,5.43,4489.54
2022-07-06,5.35,4423.97
2022-07-07,5.31,4443.47
2022-07-08,5.39,4428.78
2022-07-11,5.45,4354.62
2022-07-12,5.57,4313.62
2022-07-13,5.56,4321.46
2022-07-14,5.44,4322.07
2022-07-15,5.28,4248.53
2022-07-18,5.35,4292.59
2022-07-19,5.36,4269.34
2022-07-20,5.33,4283.8
2022-07-21,5.15,4236.06
2022-07-22,5.11,4238.23
2022-07-25,5.13,4212.64
2022-07-26,5.24,4245.98
2022-07-27,5.14,4225.04
2022-07-28,5.12,4225.67
2022-07-29,5.04,4170.1
2022-08-01,5.01,4188.68
2022-08-02,4.92,4107.02
2022-08-03,4.84,4066.98
2022-08-04,4.86,4101.54
2022-08-05,4.91,4156.91
2022-08-08,4.89,4148.07
2022-08-09,4.85,4156.29
2022-08-10,4.82,4109.74
2022-08-11,4.88,4193.54
2022-08-12,4.92,4191.15
2022-08-15,4.88,4185.68
2022-08-16,4.92,4177.84
2022-08-17,4.98,4216.96
2022-08-18,4.91,4180.1
2022-08-19,4.95,4151.07
2022-08-22,5.02,4181.4
2022-08-23,4.98,4161.08
2022-08-24,4.92,4082.42
2022-08-25,5.02,4116.24
2022-08-26,5.01,4107.55
2022-08-29,5.04,4089.52
2022-08-30,5.07,4075.79
2022-08-31,5.14,4078.84
2022-09-01,5.15,4043.74
2022-09-02,5.11,4023.61
2022-09-05,5.17,4015.43
2022-09-06,5.24,4052.28
2022-09-07,5.23,4054.98
2022-09-08,5.23,4037.68
2022-09-09,5.36,4093.79
2022-09-13,5.32,4111.11
2022-09-14,5.26,4065.36
2022-09-15,5.37,4027.12
2022-09-16,5.15,3932.68
2022-09-19,5.24,3928.0
2022-09-20,5.11,3932.84
2022-09-21,5.15,3903.73
2022-09-22,5.12,3869.34
2022-09-23,5.22,3856.02
2022-09-26,5.15,3836.68
2022-09-27,5.15,3892.3
2022-09-28,5.1,3828.71
2022-09-29,5.01,3827.14
2022-09-30,5.15,3804.89
2022-10-10,5.22,3720.94
2022-10-11,5.13,3727.69
2022-10-12,5.25,3784.31
2022-10-13,5.15,3752.67
2022-10-14,5.22,3842.47
2022-10-17,5.2,3846.41
2022-10-18,5.18,3838.27
2022-10-19,5.13,3776.53
2022-10-20,5.1,3754.93
2022-10-21,5.16,3742.89
2022-10-24,4.99,3633.37
2022-10-25,5.0,3627.45
2022-10-26,4.89,3656.9
2022-10-27,4.92,3631.14
2022-10-28,4.9,3541.33
2022-10-31,4.75,3508.7
2022-11-01,4.83,3634.17
2022-11-02,4.8,3677.81
2022-11-03,4.74,3647.9
2022-11-04,4.82,3767.17
2022-11-07,4.88,3775.3
2022-11-08,4.89,3749.33
2022-11-09,4.91,3714.27
2022-11-10,4.93,3685.69
2022-11-11,5.18,3788.44
2022-11-14,5.29,3794.02
2022-11-15,5.32,3865.97
2022-11-16,5.26,3834.39
2022-11-17,5.27,3818.66
2022-11-18,5.23,3801.57
2022-11-21,5.17,3769.13
2022-11-22,5.46,3769.57
2022-11-23,5.52,3773.53
2022-11-24,5.42,3756.81
2022-11-25,5.74,3775.78
2022-11-28,5.64,3733.24
2022-11-29,5.88,3848.42
2022-11-30,5.88,3853.04
2022-12-01,5.74,3894.77
2022-12-02,5.68,3870.95
2022-12-05,6.11,3946.88
2022-12-06,5.97,3968.2
2022-12-07,5.88,3958.44
2022-12-08,5.9,3959.18
2022-12-09,5.94,3998.24
2022-12-12,5.77,3953.44
2022-12-13,5.77,3945.68
2022-12-14,5.71,3954.89
2022-12-15,5.61,3951.99
2022-12-16,5.69,3954.23
2022-12-19,5.53,3893.22
2022-12-20,5.49,3829.02
2022-12-21,5.46,3830.54
2022-12-22,5.43,3836.03
2022-12-23,5.42,3828.22
2022-12-26,5.37,3843.49
2022-12-27,5.41,3887.85
2022-12-28,5.39,3871.26
2022-12-29,5.32,3856.7
2022-12-30,5.43,3871.63
2023-01-03,5.49,3887.9
2023-01-04,5.6,3892.95
2023-01-05,5.59,3968.58
2023-01-06,5.52,3980.89
2023-01-09,5.53,4013.12
2023-01-10,5.43,4017.47
2023-01-11,5.43,4010.03
2023-01-12,5.39,4017.87
2023-01-13,5.45,4074.38
2023-01-16,5.46,4137.96
2023-01-17,5.39,4137.24
2023-01-18,5.37,4130.31
2023-01-19,5.39,4156.01
2023-01-20,5.57,4181.53
2023-01-30,5.5,4201.35
2023-01-31,5.54,4156.86
2023-02-01,5.57,4195.93
2023-02-02,5.53,4181.15
2023-02-03,5.41,4141.63
2023-02-06,5.4,4086.88
2023-02-07,5.5,4094.23
2023-02-08,5.41,4076.14
2023-02-09,5.44,4130.86
2023-02-10,5.43,4106.31
2023-02-13,5.46,4143.57
2023-02-14,5.49,4145.29
2023-02-15,5.39,4123.69
2023-02-16,5.44,4093.49
2023-02-17,5.37,4034.51
2023-02-20,5.69,4133.49
2023-02-21,5.77,4144.35
2023-02-22,5.72,4106.95
2023-02-23,5.7,4103.65
2023-02-24,5.62,4061.05
2023-02-27,5.6,4043.84
2023-02-28,5.62,4069.46
2023-03-01,5.75,4126.94
2023-03-02,5.89,4117.74
2023-03-03,6.11,4130.55
2023-03-06,6.04,4109.01
2023-03-07,6.03,4048.85
2023-03-08,6.01,4034.11
2023-03-09,5.92,4019.85
2023-03-10,5.84,3967.14
2023-03-13,6.11,4008.69
2023-03-14,5.99,3984.7
2023-03-15,6.18,3986.9
2023-03-16,6.08,3939.15
2023-03-17,6.23,3958.82
2023-03-20,6.12,3939.08
2023-03-21,6.04,3982.38
2023-03-22,6.09,3999.44
2023-03-23,6.18,4039.09
2023-03-24,5.92,4027.05
2023-03-27,5.87,4012.48
2023-03-28,5.86,3999.51
2023-03-29,5.73,4006.14
2023-03-30,5.85,4038.53
2023-03-31,5.8,4050.93
2023-04-03,5.85,4090.57
2023-04-04,6.16,4103.11
2023-04-06,6.11,4096.64
2023-04-07,6.12,4123.28
2023-04-10,6.17,4104.81
2023-04-11,6.22,4100.15
2023-04-12,6.41,4097.29
2023-04-13,6.39,4068.98
2023-04-14,6.49,4092.0
2023-04-17,6.58,4149.38
2023-04-18,6.5,4162.03
2023-04-19,6.34,4124.56
2023-04-20,6.47,4113.02
2023-04-21,6.37,4032.57
2023-04-24,6.24,3982.64
",
1516,CN,technical,2019年09月22日到2020年07月03日，民生银行的贝塔系数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.5942,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2019-09-20,6.09,3935.65
2019-09-23,6.05,3890.66
2019-09-24,6.04,3901.08
2019-09-25,6.03,3870.98
2019-09-26,6.06,3841.14
2019-09-27,6.04,3852.65
2019-09-30,6.02,3814.53
2019-10-08,6.08,3837.68
2019-10-09,6.14,3843.24
2019-10-10,6.11,3874.64
2019-10-11,6.17,3911.73
2019-10-14,6.27,3953.24
2019-10-15,6.26,3936.25
2019-10-16,6.23,3922.69
2019-10-17,6.22,3925.22
2019-10-18,6.09,3869.38
2019-10-21,6.15,3880.84
2019-10-22,6.16,3895.88
2019-10-23,6.14,3871.08
2019-10-24,6.19,3870.67
2019-10-25,6.19,3896.79
2019-10-28,6.18,3926.59
2019-10-29,6.16,3910.23
2019-10-30,6.16,3891.23
2019-10-31,6.15,3886.75
2019-11-01,6.18,3952.39
2019-11-04,6.19,3978.12
2019-11-05,6.26,4002.81
2019-11-06,6.26,3984.88
2019-11-07,6.26,3991.87
2019-11-08,6.2,3973.01
2019-11-11,6.13,3902.98
2019-11-12,6.15,3903.69
2019-11-13,6.12,3899.98
2019-11-14,6.1,3905.86
2019-11-15,6.1,3877.09
2019-11-18,6.14,3907.93
2019-11-19,6.13,3947.04
2019-11-20,6.08,3907.86
2019-11-21,6.08,3889.6
2019-11-22,6.08,3849.99
2019-11-25,6.18,3878.21
2019-11-26,6.19,3891.65
2019-11-27,6.15,3875.62
2019-11-28,6.16,3862.3
2019-11-29,6.17,3828.67
2019-12-02,6.17,3836.06
2019-12-03,6.18,3851.09
2019-12-04,6.16,3849.82
2019-12-05,6.18,3879.36
2019-12-06,6.19,3902.39
2019-12-09,6.21,3895.45
2019-12-10,6.19,3900.38
2019-12-11,6.2,3902.75
2019-12-12,6.19,3891.02
2019-12-13,6.27,3968.22
2019-12-16,6.25,3987.55
2019-12-17,6.32,4041.8
2019-12-18,6.29,4032.78
2019-12-19,6.3,4027.15
2019-12-20,6.3,4017.25
2019-12-23,6.25,3967.1
2019-12-24,6.26,3992.96
2019-12-25,6.23,3990.87
2019-12-26,6.25,4025.99
2019-12-27,6.27,4022.03
2019-12-30,6.31,4081.63
2019-12-31,6.31,4096.58
2020-01-02,6.36,4152.24
2020-01-03,6.34,4144.96
2020-01-06,6.3,4129.3
2020-01-07,6.33,4160.23
2020-01-08,6.29,4112.32
2020-01-09,6.31,4164.37
2020-01-10,6.33,4163.18
2020-01-13,6.35,4203.99
2020-01-14,6.38,4189.89
2020-01-15,6.32,4166.73
2020-01-16,6.3,4149.04
2020-01-17,6.29,4154.85
2020-01-20,6.32,4185.83
2020-01-21,6.25,4114.31
2020-01-22,6.26,4131.93
2020-01-23,6.08,4003.9
2020-02-03,5.69,3688.36
2020-02-04,5.83,3785.64
2020-02-05,5.84,3828.53
2020-02-06,5.91,3899.78
2020-02-07,5.89,3899.87
2020-02-10,5.86,3916.01
2020-02-11,5.9,3952.46
2020-02-12,5.9,3984.43
2020-02-13,5.86,3959.92
2020-02-14,5.89,3987.73
2020-02-17,5.96,4077.42
2020-02-18,5.9,4057.51
2020-02-19,5.89,4051.31
2020-02-20,5.94,4144.66
2020-02-21,5.91,4149.49
2020-02-24,5.86,4132.84
2020-02-25,5.81,4123.85
2020-02-26,5.84,4073.02
2020-02-27,5.85,4084.88
2020-02-28,5.72,3940.05
2020-03-02,5.81,4069.67
2020-03-03,5.84,4091.36
2020-03-04,5.86,4115.05
2020-03-05,5.95,4206.73
2020-03-06,5.9,4138.51
2020-03-09,5.79,3997.13
2020-03-10,5.84,4082.73
2020-03-11,5.81,4028.43
2020-03-12,5.8,3950.91
2020-03-13,5.78,3895.31
2020-03-16,5.68,3727.84
2020-03-17,5.7,3709.68
2020-03-18,5.6,3636.26
2020-03-19,5.48,3589.09
2020-03-20,5.6,3653.22
2020-03-23,5.54,3530.31
2020-03-24,5.63,3625.11
2020-03-25,5.66,3722.52
2020-03-26,5.67,3698.05
2020-03-27,5.71,3710.06
2020-03-30,5.7,3674.11
2020-03-31,5.71,3686.16
2020-04-01,5.69,3675.08
2020-04-02,5.72,3734.53
2020-04-03,5.71,3713.22
2020-04-07,5.78,3798.02
2020-04-08,5.78,3780.34
2020-04-09,5.78,3792.81
2020-04-10,5.77,3769.18
2020-04-13,5.7,3753.26
2020-04-14,5.78,3825.7
2020-04-15,5.76,3797.36
2020-04-16,5.78,3802.38
2020-04-17,5.79,3839.49
2020-04-20,5.73,3853.46
2020-04-21,5.7,3808.05
2020-04-22,5.7,3839.38
2020-04-23,5.69,3829.75
2020-04-24,5.7,3796.97
2020-04-27,5.76,3822.77
2020-04-28,5.75,3849.15
2020-04-29,5.87,3867.03
2020-04-30,5.89,3912.58
2020-05-06,5.84,3936.25
2020-05-07,5.8,3924.89
2020-05-08,5.84,3963.62
2020-05-11,5.82,3960.18
2020-05-12,5.79,3960.24
2020-05-13,5.79,3968.25
2020-05-14,5.77,3925.22
2020-05-15,5.76,3912.82
2020-05-18,5.78,3922.91
2020-05-19,5.8,3956.25
2020-05-20,5.8,3935.22
2020-05-21,5.76,3913.79
2020-05-22,5.68,3824.06
2020-05-25,5.7,3829.32
2020-05-26,5.7,3872.77
2020-05-27,5.71,3845.61
2020-05-28,5.76,3856.63
2020-05-29,5.69,3867.02
2020-06-01,5.76,3971.34
2020-06-02,5.78,3983.57
2020-06-03,5.77,3983.65
2020-06-04,5.74,3982.19
2020-06-05,5.76,4001.25
2020-06-08,5.75,4021.95
2020-06-09,5.78,4047.03
2020-06-10,5.74,4039.71
2020-06-11,5.69,3995.88
2020-06-12,5.68,4003.08
2020-06-15,5.62,3954.99
2020-06-16,5.65,4014.57
2020-06-17,5.65,4017.59
2020-06-18,5.64,4044.38
2020-06-19,5.67,4098.71
2020-06-22,5.67,4102.05
2020-06-23,5.65,4121.79
2020-06-24,5.67,4138.99
2020-06-29,5.66,4109.72
2020-06-30,5.67,4163.96
2020-07-01,5.75,4247.78
2020-07-02,5.86,4335.84
2020-07-03,5.94,4419.6
",
1517,CN,technical,同花顺的贝塔系数，在2024年11月09日-2025年07月03日期间为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.5092,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2024-11-08,303.8,4104.05
2024-11-11,301.8,4131.13
2024-11-12,318.78,4085.74
2024-11-13,318.0,4110.89
2024-11-14,317.96,4039.62
2024-11-15,272.5,3968.83
2024-11-18,266.28,3950.38
2024-11-19,289.0,3976.89
2024-11-20,284.44,3985.77
2024-11-21,293.2,3989.3
2024-11-22,279.59,3865.7
2024-11-25,280.7,3848.09
2024-11-26,284.21,3840.18
2024-11-27,316.98,3907.04
2024-11-28,306.01,3872.55
2024-11-29,335.67,3916.58
2024-12-02,326.94,3947.63
2024-12-03,331.14,3951.89
2024-12-04,331.31,3930.56
2024-12-05,344.48,3921.59
2024-12-06,342.01,3973.14
2024-12-09,330.31,3966.57
2024-12-10,327.0,3995.64
2024-12-11,318.03,3988.83
2024-12-12,323.6,4028.5
2024-12-13,306.9,3933.18
2024-12-16,298.15,3911.84
2024-12-17,299.46,3922.03
2024-12-18,297.96,3941.89
2024-12-19,305.0,3945.46
2024-12-20,305.83,3927.74
2024-12-23,303.94,3933.57
2024-12-24,310.1,3983.69
2024-12-25,311.96,3985.63
2024-12-26,306.87,3987.48
2024-12-27,308.98,3981.03
2024-12-30,308.1,3999.05
2024-12-31,287.5,3934.91
2025-01-02,267.55,3820.4
2025-01-03,256.98,3775.16
2025-01-06,252.85,3768.97
2025-01-07,261.0,3796.11
2025-01-08,258.91,3789.22
2025-01-09,257.88,3779.88
2025-01-10,250.55,3732.48
2025-01-13,252.88,3722.51
2025-01-14,290.0,3820.54
2025-01-15,278.08,3796.03
2025-01-16,283.54,3800.38
2025-01-17,290.6,3812.34
2025-01-20,288.3,3829.68
2025-01-21,294.22,3832.61
2025-01-22,296.11,3797.02
2025-01-23,298.05,3803.74
2025-01-24,303.0,3832.86
2025-01-27,279.13,3817.08
2025-02-05,287.6,3795.08
2025-02-06,306.31,3842.83
2025-02-07,316.68,3892.7
2025-02-10,321.19,3901.06
2025-02-11,319.27,3883.14
2025-02-12,325.48,3919.86
2025-02-13,312.19,3905.14
2025-02-14,310.0,3939.01
2025-02-17,313.83,3947.4
2025-02-18,299.01,3912.78
2025-02-19,308.75,3940.16
2025-02-20,305.43,3928.9
2025-02-21,318.26,3978.44
2025-02-24,316.66,3969.72
2025-02-25,311.66,3925.65
2025-02-26,324.33,3959.94
2025-02-27,312.3,3968.12
2025-02-28,301.16,3890.05
2025-03-03,293.64,3888.47
2025-03-04,296.84,3885.22
2025-03-05,298.55,3902.57
2025-03-06,316.8,3956.24
2025-03-07,312.5,3944.01
2025-03-10,306.55,3928.8
2025-03-11,305.31,3941.42
2025-03-12,306.87,3927.23
2025-03-13,300.48,3911.58
2025-03-14,318.7,4006.56
2025-03-17,316.02,3996.79
2025-03-18,315.56,4007.72
2025-03-19,314.48,4010.17
2025-03-20,308.02,3974.99
2025-03-21,301.22,3914.7
2025-03-24,302.88,3934.85
2025-03-25,294.74,3932.3
2025-03-26,295.72,3919.36
2025-03-27,296.9,3932.41
2025-03-28,294.83,3915.17
2025-03-31,285.6,3887.31
2025-04-01,273.5,3887.68
2025-04-02,279.97,3884.39
2025-04-03,280.32,3861.5
2025-04-07,246.18,3589.44
2025-04-08,251.3,3650.76
2025-04-09,266.0,3686.79
2025-04-10,263.65,3735.12
2025-04-11,264.7,3750.52
2025-04-14,264.24,3759.14
2025-04-15,262.8,3761.23
2025-04-16,261.55,3772.82
2025-04-17,262.69,3772.22
2025-04-18,265.49,3772.52
2025-04-21,266.49,3784.88
2025-04-22,263.8,3783.95
2025-04-23,264.31,3786.88
2025-04-24,260.75,3784.36
2025-04-25,260.08,3786.99
2025-04-28,256.77,3781.62
2025-04-29,257.1,3775.08
2025-04-30,258.6,3770.57
2025-05-06,265.95,3808.54
2025-05-07,268.18,3831.63
2025-05-08,266.68,3852.9
2025-05-09,259.88,3846.16
2025-05-12,269.1,3890.61
2025-05-13,264.0,3896.26
2025-05-14,274.85,3943.21
2025-05-15,265.21,3907.2
2025-05-16,260.6,3889.09
2025-05-19,258.64,3877.15
2025-05-20,258.65,3898.17
2025-05-21,257.96,3916.38
2025-05-22,256.13,3913.87
2025-05-23,250.61,3882.27
2025-05-26,250.19,3860.11
2025-05-27,250.37,3839.4
2025-05-28,246.38,3836.24
2025-05-29,251.57,3858.7
2025-05-30,247.41,3840.23
2025-06-03,247.02,3852.01
2025-06-04,249.7,3868.74
2025-06-05,254.11,3877.56
2025-06-06,249.5,3873.98
2025-06-09,255.24,3885.25
2025-06-10,248.88,3865.47
2025-06-11,254.9,3894.63
2025-06-12,256.14,3892.2
2025-06-13,251.18,3864.18
2025-06-16,255.0,3873.8
2025-06-17,252.86,3870.38
2025-06-18,249.88,3874.97
2025-06-19,242.19,3843.09
2025-06-20,238.17,3846.64
2025-06-23,238.52,3857.9
2025-06-24,253.09,3904.03
2025-06-25,289.77,3960.07
2025-06-26,281.23,3946.02
2025-06-27,276.45,3921.76
2025-06-30,273.01,3936.08
2025-07-01,269.32,3942.76
2025-07-02,266.7,3943.68
2025-07-03,268.61,3968.07
",
1518,CN,technical,对于2024年08月19日-2025年04月04日的贝塔系数，中国中车的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8829,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2024-08-16,7.62,3345.63
2024-08-19,8.02,3356.97
2024-08-20,7.92,3332.7
2024-08-21,7.94,3321.64
2024-08-22,8.05,3313.14
2024-08-23,8.09,3327.19
2024-08-26,7.68,3324.22
2024-08-27,7.45,3305.33
2024-08-28,7.32,3286.5
2024-08-29,7.26,3277.68
2024-08-30,7.14,3321.43
2024-09-02,6.91,3265.01
2024-09-03,6.92,3273.43
2024-09-04,6.88,3252.16
2024-09-05,6.89,3257.76
2024-09-06,6.83,3231.35
2024-09-09,6.72,3192.95
2024-09-10,6.74,3195.76
2024-09-11,6.67,3186.13
2024-09-12,6.83,3172.47
2024-09-13,6.78,3159.25
2024-09-18,6.86,3171.01
2024-09-19,6.89,3196.04
2024-09-20,6.85,3201.05
2024-09-23,7.02,3212.76
2024-09-24,7.31,3351.91
2024-09-25,7.52,3401.53
2024-09-26,7.63,3545.32
2024-09-27,7.65,3703.68
2024-09-30,8.17,4017.85
2024-10-08,8.6,4256.1
2024-10-09,7.95,3955.98
2024-10-10,8.51,3997.79
2024-10-11,8.06,3887.17
2024-10-14,8.28,3961.34
2024-10-15,8.13,3855.99
2024-10-16,8.09,3831.59
2024-10-17,7.98,3788.22
2024-10-18,8.17,3925.23
2024-10-21,8.18,3935.2
2024-10-22,8.21,3957.78
2024-10-23,8.25,3973.21
2024-10-24,8.27,3928.83
2024-10-25,8.16,3956.42
2024-10-28,8.25,3964.16
2024-10-29,8.32,3924.65
2024-10-30,8.36,3889.45
2024-10-31,8.32,3891.04
2024-11-01,8.46,3890.02
2024-11-04,8.49,3944.76
2024-11-05,8.55,4044.57
2024-11-06,8.66,4024.28
2024-11-07,8.82,4145.7
2024-11-08,8.6,4104.05
2024-11-11,8.43,4131.13
2024-11-12,8.21,4085.74
2024-11-13,8.35,4110.89
2024-11-14,8.26,4039.62
2024-11-15,8.13,3968.83
2024-11-18,8.37,3950.38
2024-11-19,8.17,3976.89
2024-11-20,8.15,3985.77
2024-11-21,8.17,3989.3
2024-11-22,7.93,3865.7
2024-11-25,7.87,3848.09
2024-11-26,7.81,3840.18
2024-11-27,7.95,3907.04
2024-11-28,7.88,3872.55
2024-11-29,7.93,3916.58
2024-12-02,8.16,3947.63
2024-12-03,8.25,3951.89
2024-12-04,8.2,3930.56
2024-12-05,8.23,3921.59
2024-12-06,8.28,3973.14
2024-12-09,8.37,3966.57
2024-12-10,8.42,3995.64
2024-12-11,8.38,3988.83
2024-12-12,8.35,4028.5
2024-12-13,8.03,3933.18
2024-12-16,8.0,3911.84
2024-12-17,8.16,3922.03
2024-12-18,8.24,3941.89
2024-12-19,8.14,3945.46
2024-12-20,8.08,3927.74
2024-12-23,8.09,3933.57
2024-12-24,8.38,3983.69
2024-12-25,8.37,3985.63
2024-12-26,8.25,3987.48
2024-12-27,8.35,3981.03
2024-12-30,8.37,3999.05
2024-12-31,8.38,3934.91
2025-01-02,7.96,3820.4
2025-01-03,7.83,3775.16
2025-01-06,7.7,3768.97
2025-01-07,7.65,3796.11
2025-01-08,7.64,3789.22
2025-01-09,7.54,3779.88
2025-01-10,7.47,3732.48
2025-01-13,7.4,3722.51
2025-01-14,7.53,3820.54
2025-01-15,7.47,3796.03
2025-01-16,7.45,3800.38
2025-01-17,7.47,3812.34
2025-01-20,7.43,3829.68
2025-01-21,7.42,3832.61
2025-01-22,7.32,3797.02
2025-01-23,7.38,3803.74
2025-01-24,7.45,3832.86
2025-01-27,7.44,3817.08
2025-02-05,7.33,3795.08
2025-02-06,7.37,3842.83
2025-02-07,7.46,3892.7
2025-02-10,7.48,3901.06
2025-02-11,7.4,3883.14
2025-02-12,7.45,3919.86
2025-02-13,7.41,3905.14
2025-02-14,7.54,3939.01
2025-02-17,7.55,3947.4
2025-02-18,7.55,3912.78
2025-02-19,7.55,3940.16
2025-02-20,7.42,3928.9
2025-02-21,7.56,3978.44
2025-02-24,7.63,3969.72
2025-02-25,7.51,3925.65
2025-02-26,7.54,3959.94
2025-02-27,7.59,3968.12
2025-02-28,7.48,3890.05
2025-03-03,7.5,3888.47
2025-03-04,7.52,3885.22
2025-03-05,7.55,3902.57
2025-03-06,7.57,3956.24
2025-03-07,7.59,3944.01
2025-03-10,7.44,3928.8
2025-03-11,7.4,3941.42
2025-03-12,7.33,3927.23
2025-03-13,7.28,3911.58
2025-03-14,7.52,4006.56
2025-03-17,7.43,3996.79
2025-03-18,7.41,4007.72
2025-03-19,7.43,4010.17
2025-03-20,7.39,3974.99
2025-03-21,7.31,3914.7
2025-03-24,7.3,3934.85
2025-03-25,7.38,3932.3
2025-03-26,7.41,3919.36
2025-03-27,7.38,3932.41
2025-03-28,7.3,3915.17
2025-03-31,7.06,3887.31
2025-04-01,6.98,3887.68
2025-04-02,6.93,3884.39
2025-04-03,6.91,3861.5
",
1519,CN,technical,计算渝农商行2024年10月19日至2024年12月04日的贝塔系数。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.3081,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2024-10-18,5.83,3925.23
2024-10-21,5.86,3935.2
2024-10-22,6.0,3957.78
2024-10-23,5.99,3973.21
2024-10-24,5.96,3928.83
2024-10-25,5.85,3956.42
2024-10-28,5.74,3964.16
2024-10-29,5.8,3924.65
2024-10-30,5.73,3889.45
2024-10-31,5.57,3891.04
2024-11-01,5.73,3890.02
2024-11-04,5.75,3944.76
2024-11-05,5.75,4044.57
2024-11-06,5.7,4024.28
2024-11-07,5.76,4145.7
2024-11-08,5.58,4104.05
2024-11-11,5.47,4131.13
2024-11-12,5.47,4085.74
2024-11-13,5.59,4110.89
2024-11-14,5.6,4039.62
2024-11-15,5.59,3968.83
2024-11-18,5.59,3950.38
2024-11-19,5.61,3976.89
2024-11-20,5.6,3985.77
2024-11-21,5.59,3989.3
2024-11-22,5.45,3865.7
2024-11-25,5.46,3848.09
2024-11-26,5.55,3840.18
2024-11-27,5.6,3907.04
2024-11-28,5.59,3872.55
2024-11-29,5.62,3916.58
2024-12-02,5.49,3947.63
2024-12-03,5.59,3951.89
2024-12-04,5.7,3930.56
",
1520,CN,technical,蓝思科技2024年04月06日至2025年01月16日的詹森阿尔法的值是？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.8057,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2024-04-03,13.93,3567.8
2024-04-08,13.77,3536.41
2024-04-09,13.72,3533.49
2024-04-10,13.4,3504.71
2024-04-11,13.26,3504.24
2024-04-12,13.48,3475.84
2024-04-15,13.64,3549.08
2024-04-16,13.07,3511.11
2024-04-17,13.63,3565.4
2024-04-18,13.67,3569.8
2024-04-19,13.61,3541.66
2024-04-22,13.65,3530.9
2024-04-23,13.6,3506.22
2024-04-24,13.47,3521.62
2024-04-25,13.5,3530.28
2024-04-26,13.97,3584.27
2024-04-29,14.34,3623.91
2024-04-30,14.31,3604.39
2024-05-06,14.78,3657.88
2024-05-07,14.69,3659.01
2024-05-08,14.4,3630.22
2024-05-09,14.5,3664.56
2024-05-10,14.35,3666.28
2024-05-13,14.67,3664.69
2024-05-14,14.74,3657.05
2024-05-15,14.44,3626.06
2024-05-16,14.68,3640.36
2024-05-17,14.75,3677.97
2024-05-20,14.65,3690.96
2024-05-21,14.9,3676.16
2024-05-22,15.27,3684.45
2024-05-23,14.9,3641.79
2024-05-24,14.73,3601.48
2024-05-27,15.19,3635.71
2024-05-28,14.9,3609.17
2024-05-29,14.93,3613.52
2024-05-30,15.15,3594.31
2024-05-31,15.3,3579.92
2024-06-03,15.52,3588.75
2024-06-04,15.43,3615.67
2024-06-05,15.84,3594.79
2024-06-06,15.86,3592.25
2024-06-07,15.64,3574.11
2024-06-11,15.57,3542.88
2024-06-12,15.55,3544.12
2024-06-13,15.87,3526.13
2024-06-14,16.15,3541.53
2024-06-17,17.0,3536.2
2024-06-18,17.25,3545.59
2024-06-19,17.21,3528.75
2024-06-20,17.18,3503.28
2024-06-21,17.62,3495.62
2024-06-24,17.35,3476.81
2024-06-25,16.94,3457.9
2024-06-26,17.55,3480.26
2024-06-27,17.94,3454.12
2024-06-28,18.25,3461.66
2024-07-01,18.16,3478.18
2024-07-02,17.69,3471.79
2024-07-03,17.85,3463.41
2024-07-04,18.41,3445.81
2024-07-05,17.74,3431.06
2024-07-08,17.84,3401.76
2024-07-09,19.46,3439.81
2024-07-10,19.57,3428.97
2024-07-11,19.86,3468.17
2024-07-12,19.69,3472.4
2024-07-15,19.53,3476.25
2024-07-16,20.44,3498.28
2024-07-17,19.49,3501.58
2024-07-18,19.05,3520.93
2024-07-19,18.68,3539.02
2024-07-22,18.6,3514.92
2024-07-23,17.88,3439.88
2024-07-24,17.57,3418.17
2024-07-25,17.31,3399.27
2024-07-26,17.68,3409.29
2024-07-29,17.79,3390.74
2024-07-30,17.58,3369.38
2024-07-31,17.85,3442.08
2024-08-01,17.97,3419.27
2024-08-02,17.74,3384.39
2024-08-05,16.5,3343.32
2024-08-06,16.9,3342.98
2024-08-07,16.63,3341.49
2024-08-08,16.85,3342.94
2024-08-09,17.03,3331.63
2024-08-12,17.12,3325.86
2024-08-13,17.14,3334.39
2024-08-14,16.91,3309.24
2024-08-15,16.79,3341.95
2024-08-16,17.0,3345.63
2024-08-19,17.0,3356.97
2024-08-20,17.01,3332.7
2024-08-21,17.35,3321.64
2024-08-22,17.21,3313.14
2024-08-23,17.33,3327.19
2024-08-26,17.0,3324.22
2024-08-27,16.41,3305.33
2024-08-28,16.54,3286.5
2024-08-29,16.83,3277.68
2024-08-30,17.57,3321.43
2024-09-02,17.16,3265.01
2024-09-03,16.9,3273.43
2024-09-04,16.38,3252.16
2024-09-05,16.18,3257.76
2024-09-06,15.8,3231.35
2024-09-09,15.76,3192.95
2024-09-10,15.8,3195.76
2024-09-11,15.72,3186.13
2024-09-12,15.37,3172.47
2024-09-13,15.39,3159.25
2024-09-18,15.0,3171.01
2024-09-19,15.09,3196.04
2024-09-20,15.35,3201.05
2024-09-23,15.17,3212.76
2024-09-24,16.06,3351.91
2024-09-25,16.22,3401.53
2024-09-26,16.67,3545.32
2024-09-27,17.65,3703.68
2024-09-30,20.45,4017.85
2024-10-08,24.29,4256.1
2024-10-09,21.19,3955.98
2024-10-10,21.51,3997.79
2024-10-11,20.08,3887.17
2024-10-14,21.35,3961.34
2024-10-15,20.84,3855.99
2024-10-16,20.62,3831.59
2024-10-17,21.04,3788.22
2024-10-18,22.52,3925.23
2024-10-21,23.21,3935.2
2024-10-22,23.85,3957.78
2024-10-23,23.26,3973.21
2024-10-24,23.11,3928.83
2024-10-25,22.71,3956.42
2024-10-28,22.72,3964.16
2024-10-29,22.88,3924.65
2024-10-30,22.64,3889.45
2024-10-31,22.55,3891.04
2024-11-01,21.51,3890.02
2024-11-04,22.0,3944.76
2024-11-05,22.77,4044.57
2024-11-06,22.14,4024.28
2024-11-07,22.28,4145.7
2024-11-08,22.01,4104.05
2024-11-11,22.83,4131.13
2024-11-12,23.7,4085.74
2024-11-13,23.01,4110.89
2024-11-14,22.4,4039.62
2024-11-15,21.7,3968.83
2024-11-18,21.07,3950.38
2024-11-19,21.69,3976.89
2024-11-20,21.34,3985.77
2024-11-21,21.08,3989.3
2024-11-22,20.16,3865.7
2024-11-25,19.8,3848.09
2024-11-26,19.9,3840.18
2024-11-27,21.07,3907.04
2024-11-28,20.69,3872.55
2024-11-29,20.65,3916.58
2024-12-02,21.71,3947.63
2024-12-03,21.69,3951.89
2024-12-04,21.4,3930.56
2024-12-05,21.15,3921.59
2024-12-06,21.95,3973.14
2024-12-09,21.7,3966.57
2024-12-10,22.13,3995.64
2024-12-11,22.43,3988.83
2024-12-12,22.31,4028.5
2024-12-13,21.98,3933.18
2024-12-16,21.99,3911.84
2024-12-17,22.05,3922.03
2024-12-18,22.15,3941.89
2024-12-19,22.72,3945.46
2024-12-20,22.74,3927.74
2024-12-23,22.17,3933.57
2024-12-24,22.48,3983.69
2024-12-25,22.07,3985.63
2024-12-26,22.17,3987.48
2024-12-27,21.96,3981.03
2024-12-30,22.42,3999.05
2024-12-31,21.9,3934.91
2025-01-02,21.02,3820.4
2025-01-03,20.66,3775.16
2025-01-06,20.5,3768.97
2025-01-07,21.95,3796.11
2025-01-08,21.58,3789.22
2025-01-09,22.14,3779.88
2025-01-10,22.94,3732.48
2025-01-13,22.35,3722.51
2025-01-14,26.6,3820.54
2025-01-15,23.79,3796.03
2025-01-16,23.69,3800.38
",
1521,CN,technical,2022年08月01日到2023年01月03日，亿联网络的詹森阿尔法是多少？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3778,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-07-29,75.91,4170.1
2022-08-01,75.2,4188.68
2022-08-02,75.58,4107.02
2022-08-03,75.19,4066.98
2022-08-04,74.48,4101.54
2022-08-05,75.75,4156.91
2022-08-08,75.17,4148.07
2022-08-09,75.77,4156.29
2022-08-10,74.58,4109.74
2022-08-11,76.32,4193.54
2022-08-12,75.9,4191.15
2022-08-15,74.56,4185.68
2022-08-16,73.52,4177.84
2022-08-17,73.61,4216.96
2022-08-18,73.65,4180.1
2022-08-19,72.66,4151.07
2022-08-22,74.18,4181.4
2022-08-23,72.86,4161.08
2022-08-24,71.91,4082.42
2022-08-25,71.08,4116.24
2022-08-26,70.88,4107.55
2022-08-29,70.16,4089.52
2022-08-30,70.48,4075.79
2022-08-31,71.48,4078.84
2022-09-01,71.3,4043.74
2022-09-02,73.45,4023.61
2022-09-05,71.84,4015.43
2022-09-06,71.89,4052.28
2022-09-07,72.23,4054.98
2022-09-08,72.3,4037.68
2022-09-09,71.26,4093.79
2022-09-13,72.93,4111.11
2022-09-14,69.44,4065.36
2022-09-15,68.39,4027.12
2022-09-16,68.0,3932.68
2022-09-19,67.47,3928.0
2022-09-20,65.85,3932.84
2022-09-21,64.2,3903.73
2022-09-22,63.48,3869.34
2022-09-23,62.55,3856.02
2022-09-26,62.8,3836.68
2022-09-27,64.64,3892.3
2022-09-28,63.31,3828.71
2022-09-29,63.24,3827.14
2022-09-30,63.0,3804.89
2022-10-10,62.3,3720.94
2022-10-11,61.56,3727.69
2022-10-12,62.35,3784.31
2022-10-13,64.28,3752.67
2022-10-14,63.99,3842.47
2022-10-17,65.19,3846.41
2022-10-18,65.69,3838.27
2022-10-19,65.49,3776.53
2022-10-20,65.98,3754.93
2022-10-21,66.04,3742.89
2022-10-24,65.1,3633.37
2022-10-25,65.55,3627.45
2022-10-26,66.34,3656.9
2022-10-27,65.85,3631.14
2022-10-28,66.44,3541.33
2022-10-31,68.88,3508.7
2022-11-01,67.3,3634.17
2022-11-02,67.55,3677.81
2022-11-03,70.25,3647.9
2022-11-04,69.55,3767.17
2022-11-07,68.73,3775.3
2022-11-08,68.15,3749.33
2022-11-09,67.36,3714.27
2022-11-10,67.29,3685.69
2022-11-11,67.58,3788.44
2022-11-14,67.77,3794.02
2022-11-15,68.6,3865.97
2022-11-16,68.34,3834.39
2022-11-17,68.43,3818.66
2022-11-18,69.2,3801.57
2022-11-21,67.5,3769.13
2022-11-22,66.96,3769.57
2022-11-23,65.4,3773.53
2022-11-24,64.89,3756.81
2022-11-25,65.08,3775.78
2022-11-28,64.17,3733.24
2022-11-29,64.57,3848.42
2022-11-30,63.64,3853.04
2022-12-01,64.34,3894.77
2022-12-02,64.2,3870.95
2022-12-05,64.02,3946.88
2022-12-06,63.71,3968.2
2022-12-07,63.56,3958.44
2022-12-08,62.55,3959.18
2022-12-09,62.81,3998.24
2022-12-12,62.41,3953.44
2022-12-13,61.97,3945.68
2022-12-14,61.22,3954.89
2022-12-15,61.23,3951.99
2022-12-16,60.16,3954.23
2022-12-19,59.75,3893.22
2022-12-20,59.85,3829.02
2022-12-21,59.08,3830.54
2022-12-22,59.09,3836.03
2022-12-23,58.4,3828.22
2022-12-26,58.86,3843.49
2022-12-27,59.78,3887.85
2022-12-28,59.05,3871.26
2022-12-29,60.27,3856.7
2022-12-30,60.59,3871.63
2023-01-03,60.38,3887.9
",
1522,CN,technical,中信建投的詹森阿尔法，在2025年08月02日-2025年09月04日期间为多少？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.686,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2025-08-01,25.36,4054.93
2025-08-04,25.48,4070.7
2025-08-05,25.8,4103.45
2025-08-06,25.81,4113.49
2025-08-07,25.93,4114.67
2025-08-08,25.63,4104.97
2025-08-11,25.92,4122.51
2025-08-12,26.09,4143.83
2025-08-13,26.28,4176.58
2025-08-14,26.18,4173.31
2025-08-15,27.23,4202.35
2025-08-18,27.8,4239.41
2025-08-19,27.33,4223.37
2025-08-20,27.55,4271.4
2025-08-21,27.04,4288.07
2025-08-22,27.72,4378.0
2025-08-25,27.91,4469.22
2025-08-26,27.69,4452.59
2025-08-27,26.88,4386.13
2025-08-28,27.48,4463.78
2025-08-29,28.36,4496.76
2025-09-01,28.07,4523.71
2025-09-02,27.75,4490.45
2025-09-03,26.86,4459.83
2025-09-04,26.67,4365.21
",
1523,CN,technical,对于2021年09月15日-2021年11月30日的詹森阿尔法，阳光电源的值是？（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.5085,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2021-09-14,135.29,4917.16
2021-09-15,137.72,4867.32
2021-09-16,126.5,4807.7
2021-09-17,123.98,4855.94
2021-09-22,124.35,4821.77
2021-09-23,129.49,4853.2
2021-09-24,140.4,4849.43
2021-09-27,147.75,4877.37
2021-09-28,143.22,4883.83
2021-09-29,147.39,4833.93
2021-09-30,148.38,4866.38
2021-10-08,150.2,4929.94
2021-10-11,139.01,4936.19
2021-10-12,143.5,4883.84
2021-10-13,151.53,4940.11
2021-10-14,153.45,4913.61
2021-10-15,157.58,4932.11
2021-10-18,161.7,4874.78
2021-10-19,160.5,4922.72
2021-10-20,160.4,4910.18
2021-10-21,159.88,4928.02
2021-10-22,157.37,4959.73
2021-10-25,172.0,4979.52
2021-10-26,170.3,4963.1
2021-10-27,172.54,4898.16
2021-10-28,171.0,4864.14
2021-10-29,164.1,4908.77
2021-11-01,164.85,4890.69
2021-11-02,162.15,4839.85
2021-11-03,153.08,4821.11
2021-11-04,158.41,4868.74
2021-11-05,155.78,4842.35
2021-11-08,158.0,4848.18
2021-11-09,160.21,4846.74
2021-11-10,158.9,4821.19
2021-11-11,160.98,4898.65
2021-11-12,160.72,4888.37
2021-11-15,150.08,4882.38
2021-11-16,146.7,4883.32
2021-11-17,152.15,4885.75
2021-11-18,149.61,4837.62
2021-11-19,151.52,4890.06
2021-11-22,158.03,4912.4
2021-11-23,156.61,4913.35
2021-11-24,151.99,4916.66
2021-11-25,148.49,4896.44
2021-11-26,152.84,4860.13
2021-11-29,158.22,4851.42
2021-11-30,161.48,4832.03
",
1524,CN,technical,计算纳思达2022年10月16日至2023年06月10日的詹森阿尔法。（默认无风险利率为0；收益率需年化（用复合年化收益率），A股按一年242个交易日）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,-0.3613,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]；\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-10-14,48.18,3842.47
2022-10-17,50.0,3846.41
2022-10-18,50.32,3838.27
2022-10-19,52.03,3776.53
2022-10-20,54.29,3754.93
2022-10-21,54.1,3742.89
2022-10-24,55.5,3633.37
2022-10-25,54.28,3627.45
2022-10-26,57.9,3656.9
2022-10-27,55.92,3631.14
2022-10-28,54.87,3541.33
2022-10-31,57.11,3508.7
2022-11-01,55.19,3634.17
2022-11-02,55.59,3677.81
2022-11-03,57.29,3647.9
2022-11-04,56.58,3767.17
2022-11-07,56.69,3775.3
2022-11-08,56.97,3749.33
2022-11-09,56.26,3714.27
2022-11-10,55.8,3685.69
2022-11-11,55.11,3788.44
2022-11-14,54.81,3794.02
2022-11-15,56.12,3865.97
2022-11-16,55.7,3834.39
2022-11-17,56.36,3818.66
2022-11-18,56.73,3801.57
2022-11-21,56.84,3769.13
2022-11-22,57.15,3769.57
2022-11-23,57.28,3773.53
2022-11-24,55.5,3756.81
2022-11-25,54.72,3775.78
2022-11-28,53.98,3733.24
2022-11-29,53.91,3848.42
2022-11-30,54.03,3853.04
2022-12-01,55.21,3894.77
2022-12-02,53.27,3870.95
2022-12-05,52.24,3946.88
2022-12-06,53.2,3968.2
2022-12-07,53.23,3958.44
2022-12-08,51.75,3959.18
2022-12-09,51.44,3998.24
2022-12-12,53.0,3953.44
2022-12-13,51.8,3945.68
2022-12-14,51.33,3954.89
2022-12-15,52.19,3951.99
2022-12-16,51.07,3954.23
2022-12-19,51.63,3893.22
2022-12-20,50.76,3829.02
2022-12-21,50.37,3830.54
2022-12-22,49.69,3836.03
2022-12-23,50.83,3828.22
2022-12-26,52.15,3843.49
2022-12-27,51.97,3887.85
2022-12-28,51.73,3871.26
2022-12-29,52.68,3856.7
2022-12-30,51.89,3871.63
2023-01-03,53.65,3887.9
2023-01-04,52.88,3892.95
2023-01-05,51.93,3968.58
2023-01-06,51.91,3980.89
2023-01-09,52.18,4013.12
2023-01-10,53.5,4017.47
2023-01-11,53.09,4010.03
2023-01-12,53.88,4017.87
2023-01-13,52.22,4074.38
2023-01-16,51.15,4137.96
2023-01-17,52.29,4137.24
2023-01-18,50.75,4130.31
2023-01-19,53.98,4156.01
2023-01-20,53.68,4181.53
2023-01-30,51.67,4201.35
2023-01-31,51.3,4156.86
2023-02-01,51.0,4195.93
2023-02-02,52.19,4181.15
2023-02-03,54.38,4141.63
2023-02-06,54.21,4086.88
2023-02-07,52.21,4094.23
2023-02-08,52.36,4076.14
2023-02-09,55.34,4130.86
2023-02-10,53.55,4106.31
2023-02-13,54.58,4143.57
2023-02-14,54.99,4145.29
2023-02-15,56.65,4123.69
2023-02-16,55.93,4093.49
2023-02-17,53.85,4034.51
2023-02-20,54.0,4133.49
2023-02-21,52.94,4144.35
2023-02-22,53.06,4106.95
2023-02-23,53.95,4103.65
2023-02-24,53.25,4061.05
2023-02-27,52.89,4043.84
2023-02-28,53.98,4069.46
2023-03-01,53.37,4126.94
2023-03-02,52.17,4117.74
2023-03-03,52.41,4130.55
2023-03-06,52.36,4109.01
2023-03-07,49.99,4048.85
2023-03-08,49.45,4034.11
2023-03-09,48.31,4019.85
2023-03-10,48.28,3967.14
2023-03-13,49.59,4008.69
2023-03-14,48.45,3984.7
2023-03-15,47.4,3986.9
2023-03-16,47.15,3939.15
2023-03-17,47.2,3958.82
2023-03-20,48.15,3939.08
2023-03-21,47.27,3982.38
2023-03-22,46.66,3999.44
2023-03-23,46.85,4039.09
2023-03-24,46.4,4027.05
2023-03-27,45.45,4012.48
2023-03-28,43.88,3999.51
2023-03-29,44.95,4006.14
2023-03-30,44.7,4038.53
2023-03-31,44.82,4050.93
2023-04-03,44.74,4090.57
2023-04-04,44.9,4103.11
2023-04-06,44.69,4096.64
2023-04-07,45.31,4123.28
2023-04-10,43.41,4104.81
2023-04-11,43.47,4100.15
2023-04-12,43.43,4097.29
2023-04-13,42.5,4068.98
2023-04-14,43.2,4092.0
2023-04-17,43.22,4149.38
2023-04-18,42.85,4162.03
2023-04-19,42.79,4124.56
2023-04-20,42.05,4113.02
2023-04-21,40.87,4032.57
2023-04-24,40.9,3982.64
2023-04-25,39.65,3962.67
2023-04-26,39.98,3959.23
2023-04-27,39.58,3988.42
2023-04-28,39.58,4029.09
2023-05-04,38.81,4030.25
2023-05-05,39.43,4016.88
2023-05-08,38.91,4062.66
2023-05-09,38.3,4027.88
2023-05-10,38.31,3996.87
2023-05-11,38.78,3990.66
2023-05-12,37.71,3937.76
2023-05-15,39.23,3998.89
2023-05-16,39.6,3978.21
2023-05-17,39.14,3960.17
2023-05-18,39.12,3956.07
2023-05-19,39.62,3944.54
2023-05-22,41.21,3969.33
2023-05-23,41.88,3913.19
2023-05-24,41.42,3859.09
2023-05-25,40.63,3850.5
2023-05-26,41.25,3850.95
2023-05-29,40.19,3833.94
2023-05-30,39.04,3837.75
2023-05-31,39.11,3798.54
2023-06-01,38.05,3806.87
2023-06-02,37.84,3861.83
2023-06-05,36.98,3844.25
2023-06-06,35.9,3808.16
2023-06-07,35.92,3789.34
2023-06-08,35.23,3820.19
2023-06-09,35.81,3836.7
",
1525,CN,technical,杭州银行2021年02月24日至2021年04月07日的VaR（参数法）的值是？（1日VaR；损失用正数表示；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0482,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2021-02-23,16.68
2021-02-24,16.46
2021-02-25,16.68
2021-02-26,16.02
2021-03-01,16.71
2021-03-02,17.01
2021-03-03,18.2
2021-03-04,17.9
2021-03-05,17.37
2021-03-08,17.09
2021-03-09,16.29
2021-03-10,15.77
2021-03-11,16.84
2021-03-12,17.19
2021-03-15,17.06
2021-03-16,17.62
2021-03-17,17.42
2021-03-18,17.57
2021-03-19,16.95
2021-03-22,17.18
2021-03-23,17.1
2021-03-24,16.54
2021-03-25,16.64
2021-03-26,17.2
2021-03-29,17.0
2021-03-30,16.91
2021-03-31,16.89
2021-04-01,17.05
2021-04-02,16.55
2021-04-06,16.36
2021-04-07,16.5
",
1526,CN,technical,2021年01月06日到2021年03月25日，泰格医药的VaR（参数法）是多少？（1日VaR；损失用正数表示；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0714,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2021-01-05,171.19
2021-01-06,165.8
2021-01-07,170.5
2021-01-08,165.0
2021-01-11,164.88
2021-01-12,163.5
2021-01-13,161.5
2021-01-14,161.4
2021-01-15,162.2
2021-01-18,162.3
2021-01-19,159.06
2021-01-20,173.95
2021-01-21,176.04
2021-01-22,183.9
2021-01-25,191.51
2021-01-26,178.01
2021-01-27,170.62
2021-01-28,167.9
2021-01-29,167.39
2021-02-01,175.95
2021-02-02,182.0
2021-02-03,183.64
2021-02-04,178.63
2021-02-05,181.86
2021-02-08,185.91
2021-02-09,187.0
2021-02-10,190.36
2021-02-18,179.35
2021-02-19,183.66
2021-02-22,167.0
2021-02-23,160.87
2021-02-24,152.9
2021-02-25,149.31
2021-02-26,140.58
2021-03-01,145.43
2021-03-02,141.64
2021-03-03,148.0
2021-03-04,138.84
2021-03-05,140.97
2021-03-08,125.3
2021-03-09,121.3
2021-03-10,126.6
2021-03-11,133.12
2021-03-12,134.41
2021-03-15,122.99
2021-03-16,127.31
2021-03-17,130.87
2021-03-18,133.53
2021-03-19,131.88
2021-03-22,128.8
2021-03-23,128.54
2021-03-24,129.27
2021-03-25,134.59
",
1527,CN,technical,大秦铁路的VaR（参数法），在2019年12月05日-2020年08月21日期间为多少？（1日VaR；损失用正数表示；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0213,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2019-12-04,7.9
2019-12-05,7.86
2019-12-06,7.88
2019-12-09,7.89
2019-12-10,7.79
2019-12-11,7.8
2019-12-12,7.83
2019-12-13,7.93
2019-12-16,7.95
2019-12-17,8.0
2019-12-18,8.1
2019-12-19,8.17
2019-12-20,8.22
2019-12-23,8.15
2019-12-24,8.09
2019-12-25,8.12
2019-12-26,8.13
2019-12-27,8.1
2019-12-30,8.22
2019-12-31,8.21
2020-01-02,8.17
2020-01-03,8.16
2020-01-06,8.07
2020-01-07,8.12
2020-01-08,8.04
2020-01-09,8.12
2020-01-10,8.1
2020-01-13,8.03
2020-01-14,8.04
2020-01-15,7.95
2020-01-16,7.92
2020-01-17,7.93
2020-01-20,8.0
2020-01-21,7.91
2020-01-22,7.84
2020-01-23,7.7
2020-02-03,7.22
2020-02-04,7.39
2020-02-05,7.38
2020-02-06,7.37
2020-02-07,7.37
2020-02-10,7.29
2020-02-11,7.34
2020-02-12,7.35
2020-02-13,7.32
2020-02-14,7.3
2020-02-17,7.4
2020-02-18,7.38
2020-02-19,7.37
2020-02-20,7.42
2020-02-21,7.42
2020-02-24,7.32
2020-02-25,7.24
2020-02-26,7.29
2020-02-27,7.25
2020-02-28,7.08
2020-03-02,7.21
2020-03-03,7.23
2020-03-04,7.31
2020-03-05,7.38
2020-03-06,7.28
2020-03-09,7.13
2020-03-10,7.19
2020-03-11,7.12
2020-03-12,7.13
2020-03-13,7.05
2020-03-16,7.02
2020-03-17,7.05
2020-03-18,6.97
2020-03-19,6.76
2020-03-20,6.79
2020-03-23,6.69
2020-03-24,6.83
2020-03-25,6.9
2020-03-26,6.79
2020-03-27,6.85
2020-03-30,6.8
2020-03-31,6.8
2020-04-01,6.73
2020-04-02,6.8
2020-04-03,6.78
2020-04-07,6.88
2020-04-08,6.87
2020-04-09,6.86
2020-04-10,6.89
2020-04-13,6.81
2020-04-14,6.89
2020-04-15,6.85
2020-04-16,6.83
2020-04-17,6.85
2020-04-20,6.82
2020-04-21,6.74
2020-04-22,6.78
2020-04-23,6.82
2020-04-24,6.81
2020-04-27,6.78
2020-04-28,6.72
2020-04-29,7.08
2020-04-30,7.18
2020-05-06,7.0
2020-05-07,6.97
2020-05-08,6.95
2020-05-11,6.96
2020-05-12,6.96
2020-05-13,6.96
2020-05-14,6.93
2020-05-15,6.92
2020-05-18,6.93
2020-05-19,6.9
2020-05-20,6.84
2020-05-21,6.82
2020-05-22,6.76
2020-05-25,6.75
2020-05-26,6.78
2020-05-27,6.81
2020-05-28,6.86
2020-05-29,6.82
2020-06-01,6.86
2020-06-02,6.93
2020-06-03,6.94
2020-06-04,6.93
2020-06-05,6.96
2020-06-08,6.98
2020-06-09,7.05
2020-06-10,7.03
2020-06-11,7.01
2020-06-12,6.94
2020-06-15,6.94
2020-06-16,6.99
2020-06-17,7.05
2020-06-18,7.09
2020-06-19,7.13
2020-06-22,7.07
2020-06-23,7.07
2020-06-24,7.07
2020-06-29,7.0
2020-06-30,7.04
2020-07-01,7.02
2020-07-02,6.6
2020-07-03,6.71
2020-07-06,7.01
2020-07-07,6.97
2020-07-08,6.94
2020-07-09,6.99
2020-07-10,6.86
2020-07-13,6.87
2020-07-14,6.8
2020-07-15,6.73
2020-07-16,6.6
2020-07-17,6.56
2020-07-20,6.69
2020-07-21,6.66
2020-07-22,6.65
2020-07-23,6.55
2020-07-24,6.44
2020-07-27,6.44
2020-07-28,6.48
2020-07-29,6.54
2020-07-30,6.54
2020-07-31,6.49
2020-08-03,6.52
2020-08-04,6.56
2020-08-05,6.52
2020-08-06,6.51
2020-08-07,6.46
2020-08-10,6.54
2020-08-11,6.51
2020-08-12,6.62
2020-08-13,6.62
2020-08-14,6.64
2020-08-17,6.72
2020-08-18,6.68
2020-08-19,6.65
2020-08-20,6.59
2020-08-21,6.59
",
1528,CN,technical,对于2020年06月21日-2020年11月21日的VaR（参数法），深南电路的值是？（1日VaR；损失用正数表示；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0526,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2020-06-19,163.46
2020-06-22,162.98
2020-06-23,159.34
2020-06-24,167.09
2020-06-29,165.41
2020-06-30,167.52
2020-07-01,168.99
2020-07-02,166.61
2020-07-03,169.02
2020-07-06,175.98
2020-07-07,180.67
2020-07-08,183.59
2020-07-09,194.1
2020-07-10,188.05
2020-07-13,193.53
2020-07-14,184.05
2020-07-15,173.31
2020-07-16,162.66
2020-07-17,162.67
2020-07-20,165.19
2020-07-21,164.65
2020-07-22,164.7
2020-07-23,160.49
2020-07-24,151.5
2020-07-27,147.87
2020-07-28,147.21
2020-07-29,153.73
2020-07-30,152.61
2020-07-31,154.14
2020-08-03,158.65
2020-08-04,157.0
2020-08-05,159.05
2020-08-06,156.04
2020-08-07,150.91
2020-08-10,151.67
2020-08-11,148.64
2020-08-12,145.16
2020-08-13,144.0
2020-08-14,145.56
2020-08-17,148.02
2020-08-18,146.44
2020-08-19,141.9
2020-08-20,142.84
2020-08-21,139.5
2020-08-24,140.95
2020-08-25,144.1
2020-08-26,137.3
2020-08-27,137.27
2020-08-28,139.14
2020-08-31,138.65
2020-09-01,141.74
2020-09-02,140.7
2020-09-03,138.0
2020-09-04,138.1
2020-09-07,133.07
2020-09-08,123.98
2020-09-09,116.03
2020-09-10,114.52
2020-09-11,116.18
2020-09-14,115.71
2020-09-15,116.6
2020-09-16,115.1
2020-09-17,122.55
2020-09-18,121.16
2020-09-21,124.49
2020-09-22,122.48
2020-09-23,121.15
2020-09-24,117.58
2020-09-25,117.6
2020-09-28,117.47
2020-09-29,117.13
2020-09-30,116.5
2020-10-09,120.98
2020-10-12,126.5
2020-10-13,126.68
2020-10-14,122.9
2020-10-15,123.0
2020-10-16,122.3
2020-10-19,120.35
2020-10-20,121.48
2020-10-21,117.15
2020-10-22,118.95
2020-10-23,115.97
2020-10-26,114.85
2020-10-27,116.64
2020-10-28,107.0
2020-10-29,104.98
2020-10-30,107.8
2020-11-02,102.85
2020-11-03,105.57
2020-11-04,106.3
2020-11-05,115.66
2020-11-06,117.21
2020-11-09,124.9
2020-11-10,120.41
2020-11-11,115.9
2020-11-12,117.54
2020-11-13,117.98
2020-11-16,114.9
2020-11-17,114.43
2020-11-18,108.51
2020-11-19,110.69
2020-11-20,109.8
",
1529,CN,technical,计算浪潮信息2021年12月01日至2022年03月28日的VaR（参数法）。（1日VaR；损失用正数表示；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0455,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2021-11-30,32.5
2021-12-01,33.46
2021-12-02,33.36
2021-12-03,33.34
2021-12-06,32.7
2021-12-07,32.32
2021-12-08,34.1
2021-12-09,35.2
2021-12-10,34.59
2021-12-13,34.94
2021-12-14,35.14
2021-12-15,35.23
2021-12-16,35.1
2021-12-17,34.4
2021-12-20,33.8
2021-12-21,33.94
2021-12-22,34.31
2021-12-23,34.73
2021-12-24,35.5
2021-12-27,35.91
2021-12-28,35.76
2021-12-29,35.35
2021-12-30,35.37
2021-12-31,35.83
2022-01-04,35.93
2022-01-05,36.22
2022-01-06,35.77
2022-01-07,33.72
2022-01-10,34.1
2022-01-11,33.78
2022-01-12,34.05
2022-01-13,33.31
2022-01-14,32.9
2022-01-17,35.35
2022-01-18,36.4
2022-01-19,36.42
2022-01-20,36.7
2022-01-21,36.3
2022-01-24,36.53
2022-01-25,35.45
2022-01-26,35.02
2022-01-27,34.05
2022-01-28,33.77
2022-02-07,30.82
2022-02-08,31.56
2022-02-09,32.14
2022-02-10,32.15
2022-02-11,31.5
2022-02-14,30.82
2022-02-15,31.06
2022-02-16,31.92
2022-02-17,31.47
2022-02-18,33.29
2022-02-21,36.22
2022-02-22,35.25
2022-02-23,35.18
2022-02-24,34.17
2022-02-25,33.75
2022-02-28,32.93
2022-03-01,32.94
2022-03-02,32.3
2022-03-03,32.0
2022-03-04,31.84
2022-03-07,30.18
2022-03-08,30.35
2022-03-09,29.77
2022-03-10,29.81
2022-03-11,30.2
2022-03-14,29.01
2022-03-15,27.5
2022-03-16,28.35
2022-03-17,28.82
2022-03-18,28.94
2022-03-21,28.58
2022-03-22,28.42
2022-03-23,29.05
2022-03-24,28.37
2022-03-25,28.03
2022-03-28,28.0
",
1530,CN,technical,山东黄金2022年10月21日至2023年05月18日的VaR（历史模拟法）的值是？（1日VaR；损失用正数表示；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0259,easy,risk,VaR_c = -Q_{1-c}(r)；Q_p 为 p 分位数,"date,close
2022-10-20,16.93
2022-10-21,16.88
2022-10-24,17.2
2022-10-25,16.95
2022-10-26,17.28
2022-10-27,17.55
2022-10-28,17.43
2022-10-31,17.3
2022-11-01,17.54
2022-11-02,17.66
2022-11-03,17.54
2022-11-04,17.67
2022-11-07,17.89
2022-11-08,18.02
2022-11-09,18.68
2022-11-10,18.58
2022-11-11,20.08
2022-11-14,19.5
2022-11-15,19.55
2022-11-16,20.05
2022-11-17,19.85
2022-11-18,19.64
2022-11-21,19.41
2022-11-22,19.61
2022-11-23,19.54
2022-11-24,20.05
2022-11-25,20.89
2022-11-28,20.86
2022-11-29,20.41
2022-11-30,20.45
2022-12-01,20.97
2022-12-02,20.8
2022-12-05,20.94
2022-12-06,20.71
2022-12-07,20.37
2022-12-08,20.51
2022-12-09,20.59
2022-12-12,19.29
2022-12-13,19.8
2022-12-14,19.88
2022-12-15,19.27
2022-12-16,19.27
2022-12-19,19.07
2022-12-20,18.98
2022-12-21,19.0
2022-12-22,18.84
2022-12-23,18.81
2022-12-26,18.65
2022-12-27,18.99
2022-12-28,19.06
2022-12-29,18.91
2022-12-30,19.16
2023-01-03,19.49
2023-01-04,19.58
2023-01-05,19.38
2023-01-06,19.2
2023-01-09,19.96
2023-01-10,19.9
2023-01-11,19.78
2023-01-12,19.58
2023-01-13,19.6
2023-01-16,19.82
2023-01-17,19.62
2023-01-18,19.65
2023-01-19,19.37
2023-01-20,20.0
2023-01-30,19.85
2023-01-31,19.79
2023-02-01,20.19
2023-02-02,20.41
2023-02-03,19.95
2023-02-06,19.11
2023-02-07,19.25
2023-02-08,19.11
2023-02-09,19.18
2023-02-10,19.04
2023-02-13,19.13
2023-02-14,19.26
2023-02-15,19.15
2023-02-16,18.89
2023-02-17,18.76
2023-02-20,18.98
2023-02-21,19.1
2023-02-22,19.22
2023-02-23,19.17
2023-02-24,18.95
2023-02-27,18.83
2023-02-28,18.98
2023-03-01,19.15
2023-03-02,19.2
2023-03-03,19.23
2023-03-06,19.57
2023-03-07,19.71
2023-03-08,19.11
2023-03-09,19.13
2023-03-10,19.45
2023-03-13,20.05
2023-03-14,20.8
2023-03-15,20.59
2023-03-16,20.81
2023-03-17,20.86
2023-03-20,21.8
2023-03-21,21.53
2023-03-22,21.3
2023-03-23,21.97
2023-03-24,21.81
2023-03-27,21.79
2023-03-28,21.47
2023-03-29,21.44
2023-03-30,21.34
2023-03-31,22.04
2023-04-03,21.61
2023-04-04,22.76
2023-04-06,24.85
2023-04-07,24.97
2023-04-10,24.52
2023-04-11,25.86
2023-04-12,26.18
2023-04-13,26.39
2023-04-14,27.29
2023-04-17,26.82
2023-04-18,26.9
2023-04-19,26.48
2023-04-20,26.0
2023-04-21,25.65
2023-04-24,24.99
2023-04-25,25.45
2023-04-26,25.25
2023-04-27,25.96
2023-04-28,25.7
2023-05-04,26.65
2023-05-05,26.38
2023-05-08,26.5
2023-05-09,25.67
2023-05-10,25.37
2023-05-11,24.89
2023-05-12,23.99
2023-05-15,24.13
2023-05-16,24.09
2023-05-17,23.97
2023-05-18,24.84
",
1531,CN,technical,2023年07月22日到2024年03月05日，中芯国际的VaR（历史模拟法）是多少？（1日VaR；损失用正数表示；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0346,easy,risk,VaR_c = -Q_{1-c}(r)；Q_p 为 p 分位数,"date,close
2023-07-21,49.0
2023-07-24,49.0
2023-07-25,49.77
2023-07-26,50.15
2023-07-27,49.39
2023-07-28,50.26
2023-07-31,51.36
2023-08-01,50.72
2023-08-02,50.83
2023-08-03,50.91
2023-08-04,51.1
2023-08-07,49.26
2023-08-08,49.47
2023-08-09,48.64
2023-08-10,48.47
2023-08-11,46.92
2023-08-14,47.34
2023-08-15,47.52
2023-08-16,47.55
2023-08-17,48.15
2023-08-18,48.01
2023-08-21,47.68
2023-08-22,48.82
2023-08-23,47.89
2023-08-24,48.62
2023-08-25,48.3
2023-08-28,48.55
2023-08-29,51.0
2023-08-30,52.94
2023-08-31,54.24
2023-09-01,53.68
2023-09-04,56.9
2023-09-05,55.63
2023-09-06,56.83
2023-09-07,52.12
2023-09-08,52.5
2023-09-11,52.06
2023-09-12,51.52
2023-09-13,50.76
2023-09-14,50.77
2023-09-15,51.7
2023-09-18,49.63
2023-09-19,49.35
2023-09-20,49.34
2023-09-21,49.5
2023-09-22,51.2
2023-09-25,51.33
2023-09-26,50.06
2023-09-27,50.66
2023-09-28,51.15
2023-10-09,50.72
2023-10-10,50.83
2023-10-11,54.2
2023-10-12,53.69
2023-10-13,54.56
2023-10-16,53.1
2023-10-17,54.4
2023-10-18,54.57
2023-10-19,56.03
2023-10-20,57.1
2023-10-23,56.79
2023-10-24,55.05
2023-10-25,54.68
2023-10-26,54.89
2023-10-27,56.98
2023-10-30,58.3
2023-10-31,57.25
2023-11-01,58.21
2023-11-02,57.31
2023-11-03,57.86
2023-11-06,57.3
2023-11-07,57.55
2023-11-08,58.31
2023-11-09,57.0
2023-11-10,54.39
2023-11-13,54.24
2023-11-14,54.65
2023-11-15,54.32
2023-11-16,53.42
2023-11-17,53.7
2023-11-20,53.92
2023-11-21,53.61
2023-11-22,52.64
2023-11-23,53.38
2023-11-24,54.09
2023-11-27,54.61
2023-11-28,54.55
2023-11-29,53.7
2023-11-30,53.7
2023-12-01,54.15
2023-12-04,53.18
2023-12-05,52.39
2023-12-06,51.97
2023-12-07,52.67
2023-12-08,52.55
2023-12-11,53.18
2023-12-12,54.12
2023-12-13,53.75
2023-12-14,53.1
2023-12-15,53.6
2023-12-18,53.74
2023-12-19,54.76
2023-12-20,54.51
2023-12-21,54.57
2023-12-22,54.79
2023-12-25,53.01
2023-12-26,51.85
2023-12-27,51.91
2023-12-28,53.13
2023-12-29,53.02
2024-01-02,52.96
2024-01-03,52.48
2024-01-04,51.88
2024-01-05,50.58
2024-01-08,49.5
2024-01-09,48.45
2024-01-10,47.47
2024-01-11,47.6
2024-01-12,45.83
2024-01-15,45.67
2024-01-16,45.99
2024-01-17,44.69
2024-01-18,45.64
2024-01-19,45.86
2024-01-22,44.83
2024-01-23,44.72
2024-01-24,45.37
2024-01-25,47.26
2024-01-26,46.5
2024-01-29,45.35
2024-01-30,43.08
2024-01-31,43.29
2024-02-01,42.68
2024-02-02,42.13
2024-02-05,42.97
2024-02-06,44.97
2024-02-07,42.9
2024-02-08,44.0
2024-02-19,44.82
2024-02-20,44.45
2024-02-21,44.99
2024-02-22,45.14
2024-02-23,44.98
2024-02-26,44.92
2024-02-27,47.32
2024-02-28,45.56
2024-02-29,48.35
2024-03-01,48.51
2024-03-04,48.0
2024-03-05,48.0
",
1532,CN,technical,紫金矿业的VaR（历史模拟法），在2022年08月25日-2022年09月04日期间为多少？（1日VaR；损失用正数表示；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0164,easy,risk,VaR_c = -Q_{1-c}(r)；Q_p 为 p 分位数,"date,close
2022-08-24,8.88
2022-08-25,9.13
2022-08-26,9.15
2022-08-29,9.02
2022-08-30,8.9
2022-08-31,8.8
2022-09-01,8.65
2022-09-02,8.52
",
1533,CN,technical,对于2020年12月21日-2021年09月29日的VaR（历史模拟法），三花智控的值是？（1日VaR；损失用正数表示；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0433,easy,risk,VaR_c = -Q_{1-c}(r)；Q_p 为 p 分位数,"date,close
2020-12-18,21.9
2020-12-21,24.09
2020-12-22,24.14
2020-12-23,24.55
2020-12-24,24.41
2020-12-25,25.05
2020-12-28,24.81
2020-12-29,23.7
2020-12-30,24.35
2020-12-31,24.65
2021-01-04,27.12
2021-01-05,27.68
2021-01-06,27.28
2021-01-07,27.34
2021-01-08,26.58
2021-01-11,25.72
2021-01-12,26.43
2021-01-13,25.7
2021-01-14,25.53
2021-01-15,25.5
2021-01-18,25.69
2021-01-19,24.41
2021-01-20,25.11
2021-01-21,25.36
2021-01-22,25.75
2021-01-25,24.89
2021-01-26,24.01
2021-01-27,24.39
2021-01-28,23.56
2021-01-29,22.97
2021-02-01,23.71
2021-02-02,23.94
2021-02-03,24.06
2021-02-04,24.29
2021-02-05,24.8
2021-02-08,25.4
2021-02-09,25.44
2021-02-10,25.49
2021-02-18,25.75
2021-02-19,26.38
2021-02-22,25.19
2021-02-23,24.78
2021-02-24,24.26
2021-02-25,23.84
2021-02-26,24.18
2021-03-01,25.05
2021-03-02,25.13
2021-03-03,24.62
2021-03-04,23.23
2021-03-05,23.34
2021-03-08,21.95
2021-03-09,20.81
2021-03-10,20.87
2021-03-11,21.08
2021-03-12,21.0
2021-03-15,20.11
2021-03-16,20.39
2021-03-17,20.53
2021-03-18,20.62
2021-03-19,19.98
2021-03-22,20.61
2021-03-23,20.7
2021-03-24,20.4
2021-03-25,20.46
2021-03-26,21.16
2021-03-29,20.0
2021-03-30,20.55
2021-03-31,20.62
2021-04-01,20.27
2021-04-02,21.07
2021-04-06,21.32
2021-04-07,21.53
2021-04-08,21.75
2021-04-09,21.75
2021-04-12,20.79
2021-04-13,20.88
2021-04-14,21.35
2021-04-15,21.65
2021-04-16,21.45
2021-04-19,22.7
2021-04-20,22.45
2021-04-21,22.5
2021-04-22,23.32
2021-04-23,22.59
2021-04-26,22.12
2021-04-27,21.93
2021-04-28,21.97
2021-04-29,21.61
2021-04-30,21.42
2021-05-06,21.1
2021-05-07,20.96
2021-05-10,20.6
2021-05-11,20.45
2021-05-12,20.5
2021-05-13,20.04
2021-05-14,20.41
2021-05-17,21.11
2021-05-18,20.93
2021-05-19,21.49
2021-05-20,21.21
2021-05-21,20.55
2021-05-24,20.61
2021-05-25,21.43
2021-05-26,21.5
2021-05-27,21.65
2021-05-28,22.06
2021-05-31,22.32
2021-06-01,21.87
2021-06-02,22.03
2021-06-03,21.78
2021-06-04,21.88
2021-06-07,21.24
2021-06-08,21.56
2021-06-09,21.46
2021-06-10,21.9
2021-06-11,21.68
2021-06-15,20.48
2021-06-16,20.0
2021-06-17,20.07
2021-06-18,20.41
2021-06-21,20.96
2021-06-22,21.07
2021-06-23,21.88
2021-06-24,22.89
2021-06-25,23.5
2021-06-28,24.09
2021-06-29,24.01
2021-06-30,23.98
2021-07-01,23.38
2021-07-02,23.33
2021-07-05,23.21
2021-07-06,23.0
2021-07-07,23.69
2021-07-08,24.09
2021-07-09,23.75
2021-07-12,23.95
2021-07-13,23.5
2021-07-14,22.86
2021-07-15,22.37
2021-07-16,21.63
2021-07-19,21.37
2021-07-20,21.2
2021-07-21,22.04
2021-07-22,21.85
2021-07-23,21.27
2021-07-26,20.83
2021-07-27,20.93
2021-07-28,20.74
2021-07-29,21.33
2021-07-30,21.4
2021-08-02,22.07
2021-08-03,21.9
2021-08-04,23.17
2021-08-05,22.99
2021-08-06,22.72
2021-08-09,22.05
2021-08-10,22.68
2021-08-11,23.89
2021-08-12,23.46
2021-08-13,25.32
2021-08-16,25.18
2021-08-17,24.56
2021-08-18,24.0
2021-08-19,24.13
2021-08-20,24.28
2021-08-23,24.85
2021-08-24,24.68
2021-08-25,24.08
2021-08-26,24.42
2021-08-27,25.71
2021-08-30,25.77
2021-08-31,25.25
2021-09-01,25.09
2021-09-02,26.08
2021-09-03,25.61
2021-09-06,26.2
2021-09-07,26.6
2021-09-08,26.57
2021-09-09,26.29
2021-09-10,24.68
2021-09-13,24.06
2021-09-14,24.0
2021-09-15,23.03
2021-09-16,22.75
2021-09-17,22.48
2021-09-22,22.79
2021-09-23,23.95
2021-09-24,23.3
2021-09-27,22.76
2021-09-28,22.82
2021-09-29,22.68
",
1534,CN,technical,计算迈瑞医疗2021年08月27日至2021年09月09日的VaR（历史模拟法）。（1日VaR；损失用正数表示；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0341,easy,risk,VaR_c = -Q_{1-c}(r)；Q_p 为 p 分位数,"date,close
2021-08-26,321.45
2021-08-27,323.25
2021-08-30,319.0
2021-08-31,328.0
2021-09-01,331.0
2021-09-02,324.66
2021-09-03,331.2
2021-09-06,356.65
2021-09-07,345.98
2021-09-08,333.0
2021-09-09,334.15
",
1535,CN,technical,双汇发展2025年01月13日至2025年08月28日的CVaR（参数法）的值是？（1日VaR；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0228,easy,risk,CVaR_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2025-01-10,25.3
2025-01-13,24.9
2025-01-14,25.11
2025-01-15,25.01
2025-01-16,24.83
2025-01-17,25.24
2025-01-20,25.31
2025-01-21,25.42
2025-01-22,25.15
2025-01-23,25.01
2025-01-24,25.43
2025-01-27,26.36
2025-02-05,25.82
2025-02-06,25.12
2025-02-07,25.32
2025-02-10,25.05
2025-02-11,24.79
2025-02-12,25.01
2025-02-13,25.46
2025-02-14,25.78
2025-02-17,25.66
2025-02-18,25.93
2025-02-19,25.95
2025-02-20,26.12
2025-02-21,25.96
2025-02-24,26.35
2025-02-25,26.36
2025-02-26,26.79
2025-02-27,26.94
2025-02-28,26.88
2025-03-03,27.25
2025-03-04,27.06
2025-03-05,26.86
2025-03-06,26.63
2025-03-07,26.39
2025-03-10,26.75
2025-03-11,26.94
2025-03-12,26.51
2025-03-13,26.37
2025-03-14,26.52
2025-03-17,26.33
2025-03-18,25.97
2025-03-19,26.04
2025-03-20,25.92
2025-03-21,25.98
2025-03-24,25.98
2025-03-25,26.27
2025-03-26,26.19
2025-03-27,26.64
2025-03-28,26.82
2025-03-31,26.97
2025-04-01,27.4
2025-04-02,27.06
2025-04-03,27.4
2025-04-07,26.68
2025-04-08,27.25
2025-04-09,27.67
2025-04-10,27.55
2025-04-11,27.48
2025-04-14,27.49
2025-04-15,27.7
2025-04-16,27.96
2025-04-17,27.5
2025-04-18,27.22
2025-04-21,27.19
2025-04-22,27.16
2025-04-23,26.87
2025-04-24,27.09
2025-04-25,26.76
2025-04-28,26.86
2025-04-29,26.81
2025-04-30,24.98
2025-05-06,24.76
2025-05-07,24.79
2025-05-08,24.72
2025-05-09,24.76
2025-05-12,24.81
2025-05-13,25.0
2025-05-14,24.77
2025-05-15,24.66
2025-05-16,24.54
2025-05-19,24.66
2025-05-20,24.69
2025-05-21,24.8
2025-05-22,24.74
2025-05-23,24.58
2025-05-26,24.4
2025-05-27,24.28
2025-05-28,24.42
2025-05-29,24.35
2025-05-30,24.35
2025-06-03,24.53
2025-06-04,24.72
2025-06-05,24.61
2025-06-06,24.67
2025-06-09,24.69
2025-06-10,24.75
2025-06-11,24.9
2025-06-12,24.86
2025-06-13,24.64
2025-06-16,24.5
2025-06-17,24.5
2025-06-18,24.51
2025-06-19,24.45
2025-06-20,24.6
2025-06-23,24.13
2025-06-24,24.54
2025-06-25,24.53
2025-06-26,24.48
2025-06-27,24.46
2025-06-30,24.41
2025-07-01,24.49
2025-07-02,24.6
2025-07-03,24.53
2025-07-04,24.61
2025-07-07,24.59
2025-07-08,24.6
2025-07-09,24.62
2025-07-10,24.7
2025-07-11,24.86
2025-07-14,24.95
2025-07-15,24.86
2025-07-16,24.89
2025-07-17,24.95
2025-07-18,25.09
2025-07-21,25.32
2025-07-22,25.6
2025-07-23,25.43
2025-07-24,25.37
2025-07-25,25.06
2025-07-28,25.08
2025-07-29,24.99
2025-07-30,25.04
2025-07-31,24.68
2025-08-01,24.75
2025-08-04,24.74
2025-08-05,24.98
2025-08-06,24.95
2025-08-07,25.01
2025-08-08,25.04
2025-08-11,24.93
2025-08-12,24.88
2025-08-13,25.18
2025-08-14,25.21
2025-08-15,25.23
2025-08-18,25.13
2025-08-19,25.22
2025-08-20,25.4
2025-08-21,25.45
2025-08-22,24.73
2025-08-25,25.17
2025-08-26,25.11
2025-08-27,24.82
2025-08-28,24.75
",
1536,CN,technical,2024年06月22日到2024年07月27日，中国东航的CVaR（参数法）是多少？（1日VaR；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0347,easy,risk,CVaR_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2024-06-21,3.94
2024-06-24,3.94
2024-06-25,3.9
2024-06-26,3.97
2024-06-27,3.98
2024-06-28,4.01
2024-07-01,4.04
2024-07-02,4.01
2024-07-03,3.99
2024-07-04,3.84
2024-07-05,3.82
2024-07-08,3.84
2024-07-09,3.84
2024-07-10,3.73
2024-07-11,3.93
2024-07-12,3.9
2024-07-15,3.89
2024-07-16,3.95
2024-07-17,3.99
2024-07-18,3.98
2024-07-19,4.03
2024-07-22,4.06
2024-07-23,3.99
2024-07-24,3.94
2024-07-25,3.94
2024-07-26,3.95
",
1537,CN,technical,浙能电力的CVaR（参数法），在2024年04月20日-2024年10月22日期间为多少？（1日VaR；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0444,easy,risk,CVaR_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2024-04-19,6.47
2024-04-22,6.46
2024-04-23,6.23
2024-04-24,6.42
2024-04-25,6.43
2024-04-26,6.31
2024-04-29,6.19
2024-04-30,6.23
2024-05-06,6.36
2024-05-07,6.22
2024-05-08,6.14
2024-05-09,6.16
2024-05-10,6.29
2024-05-13,6.39
2024-05-14,6.59
2024-05-15,6.41
2024-05-16,6.2
2024-05-17,6.1
2024-05-20,6.22
2024-05-21,6.35
2024-05-22,6.26
2024-05-23,6.2
2024-05-24,6.52
2024-05-27,6.9
2024-05-28,6.81
2024-05-29,6.8
2024-05-30,6.6
2024-05-31,6.7
2024-06-03,6.74
2024-06-04,6.83
2024-06-05,6.83
2024-06-06,6.84
2024-06-07,6.9
2024-06-11,6.87
2024-06-12,6.96
2024-06-13,7.01
2024-06-14,6.88
2024-06-17,6.75
2024-06-18,6.83
2024-06-19,6.83
2024-06-20,6.94
2024-06-21,7.02
2024-06-24,7.05
2024-06-25,6.96
2024-06-26,6.89
2024-06-27,6.86
2024-06-28,7.11
2024-07-01,7.44
2024-07-02,7.5
2024-07-03,7.61
2024-07-04,7.62
2024-07-05,7.63
2024-07-08,7.78
2024-07-09,7.63
2024-07-10,7.53
2024-07-11,7.31
2024-07-12,7.28
2024-07-15,7.32
2024-07-16,7.29
2024-07-17,6.98
2024-07-18,7.09
2024-07-19,7.05
2024-07-22,6.77
2024-07-23,6.56
2024-07-24,6.77
2024-07-25,6.63
2024-07-26,6.66
2024-07-29,6.8
2024-07-30,6.62
2024-07-31,6.63
2024-08-01,6.64
2024-08-02,6.52
2024-08-05,6.4
2024-08-06,6.41
2024-08-07,6.53
2024-08-08,6.48
2024-08-09,6.45
2024-08-12,6.53
2024-08-13,6.5
2024-08-14,6.62
2024-08-15,6.7
2024-08-16,6.58
2024-08-19,6.7
2024-08-20,6.61
2024-08-21,6.54
2024-08-22,6.64
2024-08-23,6.58
2024-08-26,6.53
2024-08-27,6.52
2024-08-28,6.54
2024-08-29,6.42
2024-08-30,6.19
2024-09-02,6.29
2024-09-03,6.19
2024-09-04,6.11
2024-09-05,6.06
2024-09-06,6.02
2024-09-09,5.94
2024-09-10,5.91
2024-09-11,5.64
2024-09-12,5.66
2024-09-13,5.71
2024-09-18,5.69
2024-09-19,5.67
2024-09-20,5.68
2024-09-23,5.94
2024-09-24,6.27
2024-09-25,6.35
2024-09-26,6.29
2024-09-27,6.34
2024-09-30,6.73
2024-10-08,6.64
2024-10-09,6.21
2024-10-10,6.39
2024-10-11,6.39
2024-10-14,6.36
2024-10-15,6.14
2024-10-16,6.16
2024-10-17,6.13
2024-10-18,6.18
2024-10-21,6.12
2024-10-22,6.2
",
1538,CN,technical,对于2020年07月29日-2021年01月12日的CVaR（参数法），中国卫通的值是？（1日VaR；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0566,easy,risk,CVaR_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2020-07-28,22.24
2020-07-29,22.91
2020-07-30,23.39
2020-07-31,23.07
2020-08-03,25.38
2020-08-04,24.86
2020-08-05,25.31
2020-08-06,26.0
2020-08-07,25.07
2020-08-10,25.19
2020-08-11,23.95
2020-08-12,22.84
2020-08-13,22.67
2020-08-14,23.23
2020-08-17,24.66
2020-08-18,24.66
2020-08-19,25.54
2020-08-20,23.63
2020-08-21,23.4
2020-08-24,23.66
2020-08-25,22.8
2020-08-26,22.33
2020-08-27,22.5
2020-08-28,23.1
2020-08-31,22.93
2020-09-01,23.06
2020-09-02,22.51
2020-09-03,22.2
2020-09-04,22.51
2020-09-07,21.86
2020-09-08,21.07
2020-09-09,20.43
2020-09-10,19.98
2020-09-11,20.11
2020-09-14,20.06
2020-09-15,20.24
2020-09-16,19.96
2020-09-17,19.95
2020-09-18,20.36
2020-09-21,20.78
2020-09-22,20.17
2020-09-23,19.84
2020-09-24,19.19
2020-09-25,19.43
2020-09-28,18.87
2020-09-29,19.38
2020-09-30,19.39
2020-10-09,19.65
2020-10-12,20.3
2020-10-13,19.99
2020-10-14,19.41
2020-10-15,19.36
2020-10-16,19.12
2020-10-19,19.67
2020-10-20,19.43
2020-10-21,19.15
2020-10-22,18.99
2020-10-23,18.98
2020-10-26,18.4
2020-10-27,18.15
2020-10-28,17.88
2020-10-29,17.77
2020-10-30,17.31
2020-11-02,16.76
2020-11-03,17.79
2020-11-04,17.71
2020-11-05,17.95
2020-11-06,17.78
2020-11-09,18.54
2020-11-10,18.21
2020-11-11,17.62
2020-11-12,17.4
2020-11-13,17.61
2020-11-16,17.75
2020-11-17,19.0
2020-11-18,19.0
2020-11-19,19.24
2020-11-20,19.01
2020-11-23,19.5
2020-11-24,18.97
2020-11-25,18.75
2020-11-26,19.09
2020-11-27,19.03
2020-11-30,19.39
2020-12-01,19.5
2020-12-02,20.06
2020-12-03,20.16
2020-12-04,20.0
2020-12-07,19.18
2020-12-08,18.93
2020-12-09,18.66
2020-12-10,18.33
2020-12-11,18.08
2020-12-14,18.58
2020-12-15,18.94
2020-12-16,18.46
2020-12-17,18.55
2020-12-18,18.39
2020-12-21,18.51
2020-12-22,17.61
2020-12-23,17.8
2020-12-24,18.25
2020-12-25,17.99
2020-12-28,17.7
2020-12-29,17.71
2020-12-30,17.72
2020-12-31,18.14
2021-01-04,19.24
2021-01-05,20.0
2021-01-06,19.3
2021-01-07,19.0
2021-01-08,18.8
2021-01-11,18.8
2021-01-12,19.4
",
1539,CN,technical,计算三一重工2025年04月08日至2025年05月31日的CVaR（参数法）。（1日VaR；正态假设；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0296,easy,risk,CVaR_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2025-04-07,18.0
2025-04-08,18.55
2025-04-09,19.12
2025-04-10,19.1
2025-04-11,19.31
2025-04-14,18.89
2025-04-15,18.96
2025-04-16,19.1
2025-04-17,19.06
2025-04-18,19.19
2025-04-21,19.23
2025-04-22,18.95
2025-04-23,19.4
2025-04-24,19.05
2025-04-25,19.09
2025-04-28,19.05
2025-04-29,19.19
2025-04-30,18.89
2025-05-06,19.68
2025-05-07,19.69
2025-05-08,19.41
2025-05-09,19.72
2025-05-12,20.0
2025-05-13,19.92
2025-05-14,19.58
2025-05-15,19.2
2025-05-16,19.3
2025-05-19,19.18
2025-05-20,18.98
2025-05-21,19.01
2025-05-22,19.07
2025-05-23,18.91
2025-05-26,18.66
2025-05-27,18.41
2025-05-28,18.5
2025-05-29,18.75
2025-05-30,18.83
",
1540,CN,technical,工业富联2023年02月17日至2023年05月08日的CVaR（历史模拟法）的值是？（1日VaR；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.089,easy,risk,CVaR_c = -E[r | r \le Q_{1-c}(r)],"date,close
2023-02-16,9.89
2023-02-17,9.71
2023-02-20,9.91
2023-02-21,9.88
2023-02-22,9.75
2023-02-23,9.7
2023-02-24,9.62
2023-02-27,9.52
2023-02-28,9.6
2023-03-01,9.96
2023-03-02,10.34
2023-03-03,11.37
2023-03-06,11.06
2023-03-07,10.51
2023-03-08,10.57
2023-03-09,11.15
2023-03-10,10.85
2023-03-13,11.61
2023-03-14,11.76
2023-03-15,12.07
2023-03-16,12.35
2023-03-17,13.59
2023-03-20,14.88
2023-03-21,14.6
2023-03-22,16.06
2023-03-23,16.99
2023-03-24,17.66
2023-03-27,17.63
2023-03-28,16.45
2023-03-29,16.16
2023-03-30,16.88
2023-03-31,17.22
2023-04-03,17.76
2023-04-04,17.41
2023-04-06,19.0
2023-04-07,18.37
2023-04-10,17.47
2023-04-11,17.35
2023-04-12,18.42
2023-04-13,17.66
2023-04-14,18.07
2023-04-17,17.93
2023-04-18,19.19
2023-04-19,17.27
2023-04-20,19.0
2023-04-21,18.79
2023-04-24,18.33
2023-04-25,18.5
2023-04-26,16.65
2023-04-27,16.1
2023-04-28,16.12
2023-05-04,15.38
2023-05-05,14.77
2023-05-08,14.68
",
1541,CN,technical,2025年09月25日到2025年11月03日，春秋航空的CVaR（历史模拟法）是多少？（1日VaR；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0188,easy,risk,CVaR_c = -E[r | r \le Q_{1-c}(r)],"date,close
2025-09-24,52.51
2025-09-25,52.65
2025-09-26,53.49
2025-09-29,53.6
2025-09-30,53.48
2025-10-09,53.31
2025-10-10,52.95
2025-10-13,52.01
2025-10-14,52.19
2025-10-15,53.68
2025-10-16,53.12
2025-10-17,53.71
2025-10-20,54.61
2025-10-21,54.83
2025-10-22,54.31
2025-10-23,54.18
2025-10-24,53.11
2025-10-27,52.73
2025-10-28,52.81
2025-10-29,52.89
2025-10-30,53.35
2025-10-31,53.58
2025-11-03,53.38
",
1542,CN,technical,德赛西威的CVaR（历史模拟法），在2021年12月20日-2022年07月05日期间为多少？（1日VaR；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0744,easy,risk,CVaR_c = -E[r | r \le Q_{1-c}(r)],"date,close
2021-12-17,137.74
2021-12-20,138.53
2021-12-21,152.38
2021-12-22,157.28
2021-12-23,161.58
2021-12-24,158.0
2021-12-27,146.33
2021-12-28,146.52
2021-12-29,142.0
2021-12-30,142.01
2021-12-31,141.51
2022-01-04,132.9
2022-01-05,130.38
2022-01-06,137.9
2022-01-07,133.45
2022-01-10,139.7
2022-01-11,137.0
2022-01-12,142.13
2022-01-13,145.82
2022-01-14,149.02
2022-01-17,151.22
2022-01-18,152.18
2022-01-19,149.49
2022-01-20,146.19
2022-01-21,145.81
2022-01-24,148.32
2022-01-25,141.0
2022-01-26,144.88
2022-01-27,140.8
2022-01-28,137.0
2022-02-07,137.74
2022-02-08,123.97
2022-02-09,121.0
2022-02-10,118.72
2022-02-11,115.1
2022-02-14,117.7
2022-02-15,124.93
2022-02-16,123.35
2022-02-17,126.82
2022-02-18,124.88
2022-02-21,123.72
2022-02-22,123.95
2022-02-23,132.6
2022-02-24,132.86
2022-02-25,131.76
2022-02-28,132.12
2022-03-01,130.11
2022-03-02,127.14
2022-03-03,121.02
2022-03-04,117.61
2022-03-07,112.34
2022-03-08,111.56
2022-03-09,118.0
2022-03-10,122.0
2022-03-11,120.2
2022-03-14,120.67
2022-03-15,120.2
2022-03-16,128.0
2022-03-17,127.14
2022-03-18,127.57
2022-03-21,128.01
2022-03-22,129.15
2022-03-23,126.98
2022-03-24,122.9
2022-03-25,120.2
2022-03-28,117.5
2022-03-29,119.2
2022-03-30,125.1
2022-03-31,126.62
2022-04-01,122.89
2022-04-06,114.2
2022-04-07,112.05
2022-04-08,110.22
2022-04-11,101.15
2022-04-12,98.69
2022-04-13,96.8
2022-04-14,100.4
2022-04-15,107.28
2022-04-18,114.86
2022-04-19,114.15
2022-04-20,113.44
2022-04-21,113.47
2022-04-22,111.12
2022-04-25,104.66
2022-04-26,102.14
2022-04-27,110.41
2022-04-28,112.37
2022-04-29,119.53
2022-05-05,125.39
2022-05-06,121.0
2022-05-09,112.5
2022-05-10,118.67
2022-05-11,126.22
2022-05-12,127.7
2022-05-13,128.98
2022-05-16,128.05
2022-05-17,130.0
2022-05-18,124.46
2022-05-19,129.0
2022-05-20,124.86
2022-05-23,131.0
2022-05-24,124.57
2022-05-25,121.97
2022-05-26,122.68
2022-05-27,121.88
2022-05-30,127.39
2022-05-31,126.85
2022-06-01,132.7
2022-06-02,138.0
2022-06-06,147.0
2022-06-07,146.0
2022-06-08,147.22
2022-06-09,141.6
2022-06-10,144.62
2022-06-13,146.5
2022-06-14,149.0
2022-06-15,143.86
2022-06-16,145.86
2022-06-17,148.39
2022-06-20,149.37
2022-06-21,146.44
2022-06-22,149.81
2022-06-23,153.96
2022-06-24,158.56
2022-06-27,162.0
2022-06-28,161.53
2022-06-29,151.37
2022-06-30,148.0
2022-07-01,149.79
2022-07-04,152.85
2022-07-05,147.11
",
1543,CN,technical,对于2021年12月11日-2022年04月02日的CVaR（历史模拟法），长电科技的值是？（1日VaR；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0467,easy,risk,CVaR_c = -E[r | r \le Q_{1-c}(r)],"date,close
2021-12-10,32.13
2021-12-13,32.18
2021-12-14,31.97
2021-12-15,31.74
2021-12-16,31.72
2021-12-17,31.16
2021-12-20,30.92
2021-12-21,31.27
2021-12-22,31.11
2021-12-23,30.62
2021-12-24,30.29
2021-12-27,30.49
2021-12-28,30.73
2021-12-29,30.46
2021-12-30,30.78
2021-12-31,31.02
2022-01-04,30.95
2022-01-05,30.45
2022-01-06,30.35
2022-01-07,30.32
2022-01-10,29.15
2022-01-11,28.6
2022-01-12,29.08
2022-01-13,28.92
2022-01-14,28.83
2022-01-17,29.1
2022-01-18,29.3
2022-01-19,28.78
2022-01-20,28.29
2022-01-21,28.18
2022-01-24,28.05
2022-01-25,27.9
2022-01-26,28.41
2022-01-27,27.24
2022-01-28,26.85
2022-02-07,27.21
2022-02-08,27.65
2022-02-09,27.93
2022-02-10,27.95
2022-02-11,27.79
2022-02-14,27.44
2022-02-15,27.89
2022-02-16,27.84
2022-02-17,27.61
2022-02-18,27.6
2022-02-21,27.85
2022-02-22,27.28
2022-02-23,28.45
2022-02-24,27.84
2022-02-25,28.1
2022-02-28,27.99
2022-03-01,28.08
2022-03-02,27.75
2022-03-03,27.51
2022-03-04,27.4
2022-03-07,26.16
2022-03-08,25.5
2022-03-09,25.67
2022-03-10,25.75
2022-03-11,25.88
2022-03-14,25.26
2022-03-15,23.7
2022-03-16,24.53
2022-03-17,25.42
2022-03-18,25.54
2022-03-21,25.82
2022-03-22,25.67
2022-03-23,25.76
2022-03-24,25.35
2022-03-25,25.27
2022-03-28,25.35
2022-03-29,24.91
2022-03-30,25.33
2022-03-31,24.58
2022-04-01,24.5
",
1544,CN,technical,计算包钢股份2020年06月20日至2021年04月18日的CVaR（历史模拟法）。（1日VaR；默认95%置信度）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0483,easy,risk,CVaR_c = -E[r | r \le Q_{1-c}(r)],"date,close
2020-06-19,1.11
2020-06-22,1.09
2020-06-23,1.09
2020-06-24,1.08
2020-06-29,1.07
2020-06-30,1.08
2020-07-01,1.08
2020-07-02,1.11
2020-07-03,1.12
2020-07-06,1.19
2020-07-07,1.18
2020-07-08,1.24
2020-07-09,1.27
2020-07-10,1.22
2020-07-13,1.24
2020-07-14,1.22
2020-07-15,1.19
2020-07-16,1.16
2020-07-17,1.14
2020-07-20,1.2
2020-07-21,1.18
2020-07-22,1.19
2020-07-23,1.2
2020-07-24,1.16
2020-07-27,1.16
2020-07-28,1.17
2020-07-29,1.18
2020-07-30,1.17
2020-07-31,1.17
2020-08-03,1.18
2020-08-04,1.18
2020-08-05,1.2
2020-08-06,1.2
2020-08-07,1.19
2020-08-10,1.18
2020-08-11,1.17
2020-08-12,1.16
2020-08-13,1.19
2020-08-14,1.19
2020-08-17,1.2
2020-08-18,1.2
2020-08-19,1.19
2020-08-20,1.18
2020-08-21,1.18
2020-08-24,1.17
2020-08-25,1.16
2020-08-26,1.16
2020-08-27,1.16
2020-08-28,1.18
2020-08-31,1.16
2020-09-01,1.16
2020-09-02,1.16
2020-09-03,1.16
2020-09-04,1.15
2020-09-07,1.16
2020-09-08,1.19
2020-09-09,1.3
2020-09-10,1.2
2020-09-11,1.18
2020-09-14,1.19
2020-09-15,1.18
2020-09-16,1.18
2020-09-17,1.17
2020-09-18,1.18
2020-09-21,1.17
2020-09-22,1.17
2020-09-23,1.16
2020-09-24,1.15
2020-09-25,1.15
2020-09-28,1.15
2020-09-29,1.15
2020-09-30,1.15
2020-10-09,1.16
2020-10-12,1.18
2020-10-13,1.18
2020-10-14,1.16
2020-10-15,1.17
2020-10-16,1.17
2020-10-19,1.18
2020-10-20,1.18
2020-10-21,1.17
2020-10-22,1.16
2020-10-23,1.16
2020-10-26,1.17
2020-10-27,1.16
2020-10-28,1.16
2020-10-29,1.15
2020-10-30,1.14
2020-11-02,1.13
2020-11-03,1.15
2020-11-04,1.15
2020-11-05,1.16
2020-11-06,1.15
2020-11-09,1.17
2020-11-10,1.17
2020-11-11,1.18
2020-11-12,1.17
2020-11-13,1.18
2020-11-16,1.21
2020-11-17,1.19
2020-11-18,1.2
2020-11-19,1.19
2020-11-20,1.2
2020-11-23,1.23
2020-11-24,1.26
2020-11-25,1.22
2020-11-26,1.21
2020-11-27,1.21
2020-11-30,1.21
2020-12-01,1.21
2020-12-02,1.22
2020-12-03,1.2
2020-12-04,1.19
2020-12-07,1.19
2020-12-08,1.18
2020-12-09,1.17
2020-12-10,1.19
2020-12-11,1.17
2020-12-14,1.17
2020-12-15,1.16
2020-12-16,1.16
2020-12-17,1.17
2020-12-18,1.19
2020-12-21,1.19
2020-12-22,1.16
2020-12-23,1.16
2020-12-24,1.16
2020-12-25,1.18
2020-12-28,1.17
2020-12-29,1.16
2020-12-30,1.17
2020-12-31,1.17
2021-01-04,1.18
2021-01-05,1.17
2021-01-06,1.17
2021-01-07,1.17
2021-01-08,1.17
2021-01-11,1.16
2021-01-12,1.15
2021-01-13,1.14
2021-01-14,1.15
2021-01-15,1.15
2021-01-18,1.16
2021-01-19,1.16
2021-01-20,1.2
2021-01-21,1.24
2021-01-22,1.18
2021-01-25,1.17
2021-01-26,1.18
2021-01-27,1.17
2021-01-28,1.15
2021-01-29,1.15
2021-02-01,1.13
2021-02-02,1.14
2021-02-03,1.2
2021-02-04,1.17
2021-02-05,1.13
2021-02-08,1.14
2021-02-09,1.14
2021-02-10,1.15
2021-02-18,1.2
2021-02-19,1.2
2021-02-22,1.32
2021-02-23,1.45
2021-02-24,1.41
2021-02-25,1.5
2021-02-26,1.54
2021-03-01,1.69
2021-03-02,1.76
2021-03-03,1.94
2021-03-04,2.13
2021-03-05,2.08
2021-03-08,1.94
2021-03-09,1.85
2021-03-10,1.79
2021-03-11,1.86
2021-03-12,1.8
2021-03-15,1.91
2021-03-16,1.85
2021-03-17,1.8
2021-03-18,1.76
2021-03-19,1.71
2021-03-22,1.68
2021-03-23,1.6
2021-03-24,1.54
2021-03-25,1.58
2021-03-26,1.61
2021-03-29,1.58
2021-03-30,1.63
2021-03-31,1.56
2021-04-01,1.59
2021-04-02,1.54
2021-04-06,1.55
2021-04-07,1.64
2021-04-08,1.63
2021-04-09,1.61
2021-04-12,1.64
2021-04-13,1.57
2021-04-14,1.58
2021-04-15,1.58
2021-04-16,1.57
",
1545,CN,technical,"润泽科技2022年02月18日至2022年10月25日, 对于5、20、60日简单移动平均线，空头排列的天数占比？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",24.0964,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-11-19,38.66,38.11,38.17
2021-11-22,38.56,38.32,39.16
2021-11-23,38.61,38.15,38.7
2021-11-24,42.47,39.28,39.5
2021-11-25,42.39,40.77,41.08
2021-11-26,41.8,41.24,42.21
2021-11-29,43.59,41.6,41.81
2021-11-30,44.06,43.45,43.69
2021-12-01,45.15,43.64,43.64
2021-12-02,43.93,43.7,45.14
2021-12-03,43.62,43.48,43.7
2021-12-06,43.3,43.0,43.0
2021-12-07,43.43,42.15,43.37
2021-12-08,43.55,43.31,43.88
2021-12-09,43.11,42.8,43.6
2021-12-10,43.06,42.62,42.98
2021-12-13,42.27,41.5,43.7
2021-12-14,42.21,41.86,42.03
2021-12-15,41.57,41.51,42.72
2021-12-16,41.7,41.21,41.93
2021-12-17,41.72,41.01,42.15
2021-12-20,40.98,40.8,41.72
2021-12-21,40.6,40.4,41.38
2021-12-22,40.66,40.4,40.88
2021-12-23,40.26,40.02,40.12
2021-12-24,40.76,40.32,41.44
2021-12-27,41.44,40.89,41.5
2021-12-28,43.3,41.51,42.66
2021-12-29,43.66,42.38,42.98
2021-12-30,43.45,43.2,43.85
2021-12-31,42.86,41.9,43.1
2022-01-04,42.86,42.4,42.86
2022-01-05,42.73,42.55,43.5
2022-01-06,43.0,42.55,43.02
2022-01-07,42.85,42.5,43.01
2022-01-10,42.88,42.55,42.96
2022-01-11,42.83,42.5,43.1
2022-01-12,44.94,42.61,42.62
2022-01-13,45.24,43.8,44.94
2022-01-14,45.54,44.62,45.24
2022-01-17,43.99,43.56,45.7
2022-01-18,45.76,43.51,43.8
2022-01-19,44.4,44.21,46.0
2022-01-20,42.85,42.7,44.31
2022-01-21,42.89,42.2,42.92
2022-01-24,42.19,42.0,42.8
2022-01-25,41.28,41.2,42.01
2022-01-26,41.68,41.35,41.79
2022-01-27,41.05,40.96,41.46
2022-01-28,41.61,40.36,41.1
2022-02-07,41.9,41.35,41.95
2022-02-08,41.72,41.51,41.83
2022-02-09,42.11,41.5,41.5
2022-02-10,41.95,41.65,41.99
2022-02-11,41.78,41.4,41.96
2022-02-14,41.07,40.78,41.97
2022-02-15,40.9,40.55,40.99
2022-02-16,41.1,40.65,40.9
2022-02-17,41.82,40.92,41.1
2022-02-18,41.82,41.2,42.09
2022-02-21,43.84,42.11,42.88
2022-02-22,48.96,42.9,43.89
2022-02-23,47.41,46.38,48.0
2022-02-24,44.13,43.3,47.0
2022-02-25,45.15,43.69,44.2
2022-02-28,45.25,44.51,45.5
2022-03-01,45.19,44.7,45.25
2022-03-02,44.96,44.2,45.1
2022-03-03,45.5,44.58,44.96
2022-03-04,44.63,44.0,45.1
2022-03-07,43.75,43.0,44.15
2022-03-08,41.9,41.59,43.35
2022-03-09,41.08,39.28,41.69
2022-03-10,42.38,41.41,41.41
2022-03-11,43.12,41.6,42.3
2022-03-14,41.17,41.17,43.0
2022-03-15,40.76,40.5,41.08
2022-03-16,41.29,40.66,41.49
2022-03-17,42.0,41.61,42.5
2022-03-18,42.0,41.37,41.87
2022-03-21,41.88,41.3,42.0
2022-03-22,41.9,41.16,42.2
2022-03-23,41.91,41.35,42.09
2022-03-24,41.94,41.41,41.53
2022-03-25,42.01,41.7,42.08
2022-03-28,41.26,40.1,41.81
2022-03-29,41.19,40.89,40.89
2022-03-30,41.7,40.78,40.78
2022-03-31,41.43,40.96,41.5
2022-04-01,42.02,40.9,41.43
2022-04-06,42.2,41.5,42.0
2022-04-07,41.67,41.56,42.18
2022-04-08,42.0,40.9,42.09
2022-04-11,41.25,41.0,41.97
2022-04-12,41.79,40.46,41.17
2022-04-13,41.41,41.37,41.98
2022-04-14,41.87,41.22,41.55
2022-04-15,43.87,42.98,43.28
2022-04-18,45.71,44.32,45.0
2022-04-19,47.55,45.14,45.66
2022-04-20,47.95,47.05,48.1
2022-04-21,47.39,47.31,48.99
2022-04-22,47.05,46.0,49.29
2022-04-25,45.4,45.16,47.05
2022-04-26,45.18,44.86,45.05
2022-04-27,47.8,45.0,45.05
2022-04-28,46.43,45.5,46.96
2022-04-29,40.78,38.88,47.4
2022-05-05,41.89,39.01,39.7
2022-05-06,41.77,41.0,41.55
2022-05-09,41.54,41.1,41.49
2022-05-10,42.1,41.41,41.97
2022-05-11,41.7,41.61,42.13
2022-05-12,41.72,41.06,41.06
2022-05-13,41.82,41.42,41.72
2022-05-16,41.89,41.55,41.81
2022-05-17,41.98,41.6,41.89
2022-05-18,41.82,41.63,42.0
2022-05-19,41.75,41.5,41.8
2022-05-20,41.97,41.63,41.63
2022-05-23,41.96,41.8,41.8
2022-05-24,41.81,41.55,42.09
2022-05-25,41.86,41.52,41.52
2022-05-26,41.99,41.73,41.86
2022-05-27,44.88,41.75,41.99
2022-05-30,43.5,43.2,44.66
2022-05-31,44.34,43.01,43.01
2022-06-01,44.22,43.73,44.34
2022-06-02,44.74,43.68,44.15
2022-06-06,45.2,44.7,47.9
2022-06-07,47.85,44.99,45.0
2022-06-08,49.26,47.5,47.6
2022-06-09,49.95,49.01,49.11
2022-06-10,49.98,49.2,50.0
2022-06-13,48.9,48.48,49.63
2022-06-14,48.8,48.21,48.5
2022-06-15,48.93,48.51,48.51
2022-06-16,48.0,47.83,49.4
2022-06-17,47.9,47.37,47.94
2022-06-20,48.02,47.26,47.69
2022-06-21,48.08,47.82,48.03
2022-06-22,48.11,47.8,48.76
2022-06-23,48.23,47.92,47.92
2022-06-24,48.25,48.01,48.02
2022-06-27,50.28,48.12,48.25
2022-06-28,50.15,49.66,50.28
2022-06-29,49.6,49.4,50.01
2022-06-30,49.22,49.01,49.6
2022-07-01,49.0,48.92,49.49
2022-07-04,49.05,48.8,48.9
2022-07-05,48.26,47.75,49.05
2022-07-06,48.2,47.8,48.15
2022-07-07,47.9,47.8,48.01
2022-07-08,48.48,47.49,47.88
2022-07-11,47.34,47.01,48.49
2022-07-12,46.53,46.5,47.99
2022-07-13,47.73,46.02,47.49
2022-07-14,47.68,47.51,47.97
2022-07-15,46.75,46.5,47.61
2022-07-18,46.46,46.3,46.4
2022-07-19,46.5,45.7,46.47
2022-07-20,46.72,46.2,46.5
2022-07-21,47.06,46.62,46.7
2022-07-22,46.87,46.6,47.1
2022-07-25,46.05,46.04,46.5
2022-07-26,46.1,45.23,45.72
2022-07-27,45.98,45.5,46.27
2022-07-28,47.55,45.75,46.71
2022-07-29,47.13,46.5,47.45
2022-08-01,46.37,46.3,46.3
2022-08-02,44.95,44.3,46.01
2022-08-03,44.69,44.5,45.06
2022-08-04,47.79,45.01,45.98
2022-08-05,48.09,47.57,47.57
2022-08-08,49.7,47.71,48.09
2022-08-09,48.59,48.11,49.97
2022-08-10,48.86,48.4,48.56
2022-08-11,48.85,48.75,49.54
2022-08-12,48.88,48.75,48.86
2022-08-15,48.87,48.1,48.8
2022-08-16,49.0,48.52,48.85
2022-08-17,48.44,48.4,49.0
2022-08-18,48.2,47.99,48.86
2022-08-19,47.83,47.46,48.59
2022-08-22,48.86,47.0,47.6
2022-08-23,48.57,48.31,48.89
2022-08-24,48.08,47.43,48.69
2022-08-25,47.21,47.07,48.18
2022-08-26,47.3,47.2,47.69
2022-08-29,47.41,46.72,47.62
2022-08-30,47.28,47.03,47.59
2022-08-31,46.19,45.72,47.1
2022-09-01,45.79,45.5,46.0
2022-09-02,46.24,45.36,45.36
2022-09-05,46.09,45.78,46.93
2022-09-06,46.4,45.65,45.88
2022-09-07,46.48,46.0,46.2
2022-09-08,46.64,46.6,46.96
2022-09-09,47.9,46.1,46.6
2022-09-13,48.35,47.01,48.88
2022-09-14,46.85,46.5,48.3
2022-09-15,45.87,45.36,47.2
2022-09-16,45.79,45.69,45.7
2022-09-19,45.58,45.52,45.79
2022-09-20,45.43,45.05,45.7
2022-09-21,44.21,44.13,45.3
2022-09-22,43.19,42.76,44.2
2022-09-23,41.94,41.61,44.21
2022-09-26,40.99,40.6,41.66
2022-09-27,43.61,42.11,42.5
2022-09-28,40.93,40.84,43.62
2022-09-29,40.77,40.76,41.5
2022-09-30,41.86,40.88,42.02
2022-10-10,41.37,41.06,41.68
2022-10-11,40.47,40.0,40.01
2022-10-12,41.46,40.18,40.56
2022-10-13,41.52,41.13,41.46
2022-10-14,42.3,41.53,41.53
2022-10-17,43.26,41.83,42.68
2022-10-18,43.07,42.81,43.54
2022-10-19,43.4,43.08,43.08
2022-10-20,45.89,44.1,45.0
2022-10-21,46.98,44.54,45.0
2022-10-24,46.08,45.86,47.34
2022-10-25,45.62,45.32,45.9
","date,5日,20日,60日
2022-02-18,41.342,42.1935,42.39116666666666
2022-02-21,41.896,42.18599999999999,42.4775
2022-02-22,43.507999999999996,42.346,42.65083333333334
2022-02-23,44.769999999999996,42.4965,42.7975
2022-02-24,45.232,42.5605,42.82516666666666
2022-02-25,45.898,42.673500000000004,42.87116666666667
2022-02-28,46.18,42.826499999999996,42.92866666666667
2022-03-01,45.426,43.022000000000006,42.955333333333336
2022-03-02,44.936,43.186,42.970333333333336
2022-03-03,45.21,43.408500000000004,42.97616666666667
2022-03-04,45.106,43.5595,42.987833333333334
2022-03-07,44.806,43.652,42.989999999999995
2022-03-08,44.148,43.661,42.96666666666667
2022-03-09,43.372,43.609500000000004,42.927499999999995
2022-03-10,42.748000000000005,43.631,42.908
2022-03-11,42.446,43.698,42.908166666666666
2022-03-14,41.93,43.703,42.876666666666665
2022-03-15,41.702,43.696,42.8515
2022-03-16,41.744,43.7055,42.83616666666667
2022-03-17,41.66799999999999,43.7145,42.843333333333334
2022-03-18,41.444,43.723499999999994,42.848333333333336
2022-03-21,41.586,43.6255,42.851
2022-03-22,41.814,43.2725,42.86633333333334
2022-03-23,41.938,42.9975,42.88816666666666
2022-03-24,41.926,42.888,42.9095
2022-03-25,41.928,42.730999999999995,42.93866666666667
2022-03-28,41.804,42.531499999999994,42.947
2022-03-29,41.662,42.3315,42.942833333333326
2022-03-30,41.62,42.1685,42.91616666666667
2022-03-31,41.518,41.964999999999996,42.879
2022-04-01,41.519999999999996,41.8345,42.85516666666667
2022-04-06,41.708,41.757,42.844166666666666
2022-04-07,41.804,41.7455,42.824333333333335
2022-04-08,41.864000000000004,41.7915,42.81216666666667
2022-04-11,41.828,41.735,42.783
2022-04-12,41.782,41.668499999999995,42.76533333333334
2022-04-13,41.624,41.6805,42.74083333333333
2022-04-14,41.664,41.736000000000004,42.72483333333333
2022-04-15,42.038,41.865,42.706999999999994
2022-04-18,42.92999999999999,42.0505,42.71483333333333
2022-04-19,44.082,42.328,42.748333333333335
2022-04-20,45.39,42.6315,42.81433333333333
2022-04-21,46.494,42.90599999999999,42.8415
2022-04-22,47.13,43.163,42.885666666666665
2022-04-25,47.068,43.336,42.92816666666667
2022-04-26,46.594,43.4945,42.96633333333333
2022-04-27,46.564,43.8215,43.05983333333334
2022-04-28,46.372,44.0835,43.14566666666666
2022-04-29,45.118,44.0375,43.13066666666667
2022-05-05,44.416,44.060500000000005,43.144666666666666
2022-05-06,43.733999999999995,44.048,43.14733333333333
2022-05-09,42.482000000000006,44.015,43.141333333333336
2022-05-10,41.616,44.036500000000004,43.14766666666666
2022-05-11,41.8,44.0215,43.14083333333334
2022-05-12,41.766000000000005,44.045,43.13699999999999
2022-05-13,41.775999999999996,44.046499999999995,43.13766666666667
2022-05-16,41.846,44.070499999999996,43.15133333333333
2022-05-17,41.821999999999996,44.076,43.169333333333334
2022-05-18,41.846000000000004,43.973499999999994,43.181333333333335
2022-05-19,41.852,43.7755,43.180166666666665
2022-05-20,41.882000000000005,43.4965,43.18266666666667
2022-05-23,41.896,43.197,43.15133333333333
2022-05-24,41.862,42.918,43.03216666666666
2022-05-25,41.870000000000005,42.6585,42.93966666666667
2022-05-26,41.918000000000006,42.488,42.904
2022-05-27,42.5,42.473,42.899499999999996
2022-05-30,42.80800000000001,42.257999999999996,42.87033333333333
2022-05-31,43.31400000000001,42.1535,42.85616666666667
2022-06-01,43.786,42.3255,42.84383333333333
2022-06-02,44.336,42.468,42.83116666666667
2022-06-06,44.4,42.6395,42.84066666666667
2022-06-07,45.269999999999996,42.955,42.909000000000006
2022-06-08,46.254,43.313,43.031666666666666
2022-06-09,47.4,43.7255,43.1795
2022-06-10,48.44799999999999,44.13850000000001,43.30616666666666
2022-06-13,49.188,44.4925,43.4025
2022-06-14,49.378,44.838,43.52966666666667
2022-06-15,49.312,45.185500000000005,43.66583333333333
2022-06-16,48.922,45.4945,43.77766666666666
2022-06-17,48.506,45.80200000000001,43.876
2022-06-20,48.33,46.1045,43.97633333333333
2022-06-21,48.186,46.4105,44.07966666666666
2022-06-22,48.022000000000006,46.7255,44.18316666666667
2022-06-23,48.068,47.044,44.2885
2022-06-24,48.138,47.357,44.39366666666667
2022-06-27,48.589999999999996,47.626999999999995,44.5315
2022-06-28,49.004000000000005,47.959500000000006,44.67966666666666
2022-06-29,49.302,48.222500000000004,44.819833333333335
2022-06-30,49.5,48.4725,44.945166666666665
2022-07-01,49.65,48.6855,45.071333333333335
2022-07-04,49.403999999999996,48.878,45.1885
2022-07-05,49.025999999999996,48.8985,45.2895
2022-07-06,48.745999999999995,48.8455,45.398333333333326
2022-07-07,48.482,48.742999999999995,45.49666666666666
2022-07-08,48.378,48.66799999999999,45.61716666666666
2022-07-11,48.035999999999994,48.589999999999996,45.709666666666664
2022-07-12,47.69,48.4765,45.794999999999995
2022-07-13,47.596000000000004,48.4165,45.89266666666666
2022-07-14,47.552,48.4005,45.956166666666675
2022-07-15,47.206,48.343,45.97350000000001
2022-07-18,47.03,48.265,45.955333333333336
2022-07-19,47.024,48.18599999999999,45.93116666666667
2022-07-20,46.821999999999996,48.1165,45.919999999999995
2022-07-21,46.698,48.05800000000001,45.92016666666667
2022-07-22,46.722,47.989,45.94466666666666
2022-07-25,46.64,47.7775,45.95916666666667
2022-07-26,46.56,47.575,45.93083333333333
2022-07-27,46.412,47.394,45.92333333333333
2022-07-28,46.51,47.310500000000005,46.03616666666667
2022-07-29,46.562,47.217,46.1235
2022-08-01,46.626,47.083,46.20016666666667
2022-08-02,46.396,46.9175,46.257
2022-08-03,46.138,46.742000000000004,46.30016666666667
2022-08-04,46.186,46.7365,46.401666666666664
2022-08-05,46.378,46.717,46.50783333333334
2022-08-08,47.044000000000004,46.835,46.63916666666667
2022-08-09,47.772000000000006,46.938,46.75083333333334
2022-08-10,48.606,46.9945,46.865500000000004
2022-08-11,48.818,47.053,46.98266666666667
2022-08-12,48.976,47.159499999999994,47.1015
2022-08-15,48.81,47.28,47.2165
2022-08-16,48.891999999999996,47.405,47.33383333333334
2022-08-17,48.808,47.491,47.44433333333334
2022-08-18,48.678000000000004,47.547999999999995,47.55
2022-08-19,48.467999999999996,47.596000000000004,47.64733333333333
2022-08-22,48.466,47.7365,47.71366666666667
2022-08-23,48.38,47.86,47.798166666666674
2022-08-24,48.30800000000001,47.965,47.8605
2022-08-25,48.11,47.948,47.91033333333334
2022-08-26,48.004000000000005,47.9565,47.952999999999996
2022-08-29,47.714,48.0085,47.98983333333334
2022-08-30,47.456,48.125,47.98033333333333
2022-08-31,47.077999999999996,48.2,47.92916666666667
2022-09-01,46.794,48.1,47.859833333333334
2022-09-02,46.582,48.0075,47.79750000000001
2022-09-05,46.318,47.827,47.75066666666667
2022-09-06,46.141999999999996,47.7175,47.71066666666666
2022-09-07,46.2,47.5985,47.66983333333334
2022-09-08,46.37,47.488,47.647166666666664
2022-09-09,46.702,47.439,47.647166666666664
2022-09-13,47.153999999999996,47.413,47.65266666666666
2022-09-14,47.24400000000001,47.3055,47.63216666666666
2022-09-15,47.122,47.177,47.594833333333334
2022-09-16,46.952,47.0565,47.55416666666667
2022-09-19,46.488,46.944,47.50966666666667
2022-09-20,45.904,46.772499999999994,47.42883333333334
2022-09-21,45.376,46.554500000000004,47.32983333333333
2022-09-22,44.839999999999996,46.309999999999995,47.223
2022-09-23,44.06999999999999,46.046499999999995,47.10166666666667
2022-09-26,43.152,45.731,46.96816666666666
2022-09-27,42.788,45.541000000000004,46.877500000000005
2022-09-28,42.132000000000005,45.2235,46.75533333333333
2022-09-29,41.648,44.9525,46.6315
2022-09-30,41.632000000000005,44.756,46.530833333333334
2022-10-10,41.708000000000006,44.5125,46.412333333333336
2022-10-11,41.08,44.2315,46.29783333333333
2022-10-12,41.18599999999999,43.984500000000004,46.21333333333334
2022-10-13,41.336,43.7365,46.109833333333334
2022-10-14,41.424,43.5195,46.02016666666667
2022-10-17,41.802,43.2875,45.961999999999996
2022-10-18,42.322,43.0235,45.905499999999996
2022-10-19,42.71,42.851,45.85383333333333
2022-10-20,43.583999999999996,42.852,45.84
2022-10-21,44.52,42.911500000000004,45.83866666666667
2022-10-24,45.083999999999996,42.9365,45.825500000000005
2022-10-25,45.594,42.946,45.818333333333335
"
1546,CN,technical,隆基绿能从2023年01月13日到2023年08月20日，5、10、20日简单移动平均线呈空头排列的天数比例是多少？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,42.7586,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-12-16,44.63,44.3,45.0
2022-12-19,44.6,44.36,44.5
2022-12-20,44.8,44.04,44.55
2022-12-21,43.61,43.55,44.6
2022-12-22,40.86,40.48,43.55
2022-12-23,40.54,39.88,40.2
2022-12-26,42.0,39.5,40.21
2022-12-27,42.39,41.77,42.0
2022-12-28,42.8,41.71,42.03
2022-12-29,42.62,42.41,42.6
2022-12-30,42.26,42.05,42.85
2023-01-03,42.03,40.95,42.06
2023-01-04,40.65,40.43,42.12
2023-01-05,41.07,40.61,40.88
2023-01-06,42.67,41.15,41.15
2023-01-09,42.27,42.11,42.9
2023-01-10,42.57,42.26,42.88
2023-01-11,42.4,42.3,42.96
2023-01-12,43.39,42.48,42.59
2023-01-13,43.4,42.81,44.25
2023-01-16,44.0,42.86,43.4
2023-01-17,44.28,43.7,44.1
2023-01-18,44.73,44.23,44.7
2023-01-19,44.73,44.22,44.31
2023-01-20,47.15,45.13,45.15
2023-01-30,48.0,47.5,48.35
2023-01-31,48.15,47.98,48.1
2023-02-01,48.69,47.83,48.48
2023-02-02,48.65,48.32,48.7
2023-02-03,47.01,46.2,48.37
2023-02-06,46.4,45.8,46.58
2023-02-07,46.04,45.81,46.72
2023-02-08,45.88,45.81,46.06
2023-02-09,46.24,45.3,45.4
2023-02-10,45.38,45.15,46.24
2023-02-13,45.62,45.1,45.4
2023-02-14,45.44,44.92,45.8
2023-02-15,45.24,45.08,45.62
2023-02-16,44.44,44.15,45.1
2023-02-17,43.37,43.31,44.3
2023-02-20,44.12,42.9,43.38
2023-02-21,45.19,44.0,44.2
2023-02-22,44.37,44.3,44.88
2023-02-23,45.79,44.56,44.62
2023-02-24,44.71,44.63,45.85
2023-02-27,44.2,44.0,44.3
2023-02-28,44.24,43.54,44.22
2023-03-01,44.14,43.88,44.24
2023-03-02,43.4,43.36,44.31
2023-03-03,43.36,43.26,43.41
2023-03-06,45.02,43.1,43.52
2023-03-07,44.44,44.23,44.9
2023-03-08,43.86,43.53,44.25
2023-03-09,43.02,43.0,43.99
2023-03-10,42.12,41.95,42.28
2023-03-13,41.99,41.71,41.92
2023-03-14,41.88,40.88,42.22
2023-03-15,42.24,41.96,42.23
2023-03-16,40.0,39.87,41.8
2023-03-17,39.33,39.18,40.44
2023-03-20,39.21,38.4,39.08
2023-03-21,39.45,38.62,39.04
2023-03-22,39.38,39.05,39.8
2023-03-23,39.51,39.01,39.01
2023-03-24,40.05,39.21,39.59
2023-03-27,40.29,39.74,40.2
2023-03-28,39.85,39.85,40.59
2023-03-29,40.03,39.93,40.11
2023-03-30,40.51,39.7,40.01
2023-03-31,40.41,40.35,40.55
2023-04-03,40.63,40.12,40.75
2023-04-04,40.19,39.75,40.69
2023-04-06,40.29,39.88,40.0
2023-04-07,40.47,40.08,40.28
2023-04-10,41.23,40.48,40.72
2023-04-11,40.46,40.38,41.49
2023-04-12,39.61,39.5,40.4
2023-04-13,39.38,39.28,39.71
2023-04-14,39.26,38.52,39.12
2023-04-17,39.62,39.02,39.18
2023-04-18,40.01,39.69,39.87
2023-04-19,38.93,38.87,40.07
2023-04-20,37.61,37.3,38.8
2023-04-21,37.44,37.05,37.56
2023-04-24,36.23,36.0,37.27
2023-04-25,35.01,34.87,36.14
2023-04-26,36.26,34.7,34.98
2023-04-27,35.97,35.2,36.28
2023-04-28,34.87,34.45,35.5
2023-05-04,34.09,34.03,34.59
2023-05-05,33.16,32.87,33.9
2023-05-08,33.53,32.9,33.22
2023-05-09,33.03,32.98,33.7
2023-05-10,33.41,32.72,32.9
2023-05-11,33.75,33.2,33.64
2023-05-12,32.8,32.75,33.7
2023-05-15,33.83,32.8,32.8
2023-05-16,33.64,33.48,33.85
2023-05-17,33.65,33.45,34.01
2023-05-18,33.08,32.9,33.53
2023-05-19,32.96,32.62,32.99
2023-05-22,33.35,32.75,32.82
2023-05-23,32.9,32.86,33.2
2023-05-24,33.11,32.45,32.77
2023-05-25,32.44,32.15,32.71
2023-05-26,31.49,30.88,32.13
2023-05-29,30.25,30.02,31.74
2023-05-30,29.5,29.01,30.0
2023-05-31,28.82,28.78,29.4
2023-06-01,28.63,28.6,28.82
2023-06-02,29.24,28.55,28.8
2023-06-05,28.41,28.34,29.2
2023-06-06,27.66,27.64,28.39
2023-06-07,27.5,27.28,28.06
2023-06-08,27.34,27.32,27.5
2023-06-09,27.6,27.01,27.3
2023-06-12,27.82,27.18,27.54
2023-06-13,27.75,27.48,27.7
2023-06-14,27.32,27.32,27.76
2023-06-15,29.18,27.23,27.32
2023-06-16,29.63,29.0,29.24
2023-06-19,28.98,28.55,29.33
2023-06-20,28.73,28.56,28.81
2023-06-21,27.99,27.97,28.65
2023-06-26,28.01,27.36,27.69
2023-06-27,28.18,27.65,28.05
2023-06-28,29.32,27.91,28.13
2023-06-29,28.85,28.82,29.35
2023-06-30,28.67,28.43,28.77
2023-07-03,28.88,28.57,28.67
2023-07-04,28.82,28.6,28.89
2023-07-05,28.15,28.1,28.82
2023-07-06,27.89,27.7,28.02
2023-07-07,27.36,27.32,27.75
2023-07-10,29.69,27.5,27.58
2023-07-11,29.24,28.89,29.65
2023-07-12,30.55,28.71,29.23
2023-07-13,30.67,30.4,30.58
2023-07-14,30.04,29.99,30.48
2023-07-17,29.79,29.56,29.76
2023-07-18,29.5,29.26,30.0
2023-07-19,29.24,29.06,29.5
2023-07-20,29.56,29.09,29.35
2023-07-21,28.69,28.6,29.3
2023-07-24,28.34,28.19,28.47
2023-07-25,29.22,28.65,28.78
2023-07-26,29.29,28.99,29.13
2023-07-27,28.65,28.57,29.18
2023-07-28,29.5,28.32,28.51
2023-07-31,29.85,29.7,29.8
2023-08-01,29.3,29.13,29.85
2023-08-02,29.09,29.0,29.31
2023-08-03,30.85,29.79,29.88
2023-08-04,30.76,30.46,31.17
2023-08-07,30.51,30.3,30.77
2023-08-08,30.23,29.88,30.81
2023-08-09,30.11,29.99,30.02
2023-08-10,30.21,30.02,30.02
2023-08-11,29.42,29.4,30.15
2023-08-14,29.31,28.77,29.02
2023-08-15,28.39,28.27,29.21
2023-08-16,27.94,27.91,28.2
2023-08-17,28.18,27.52,27.71
2023-08-18,27.91,27.9,28.1
","date,5日,10日,20日
2023-01-13,42.806,42.271,42.577999999999996
2023-01-16,43.152,42.445,42.546499999999995
2023-01-17,43.494,42.67,42.5305
2023-01-18,43.959999999999994,43.077999999999996,42.527
2023-01-19,44.227999999999994,43.444,42.583
2023-01-20,44.977999999999994,43.892,42.8975
2023-01-30,45.778,44.464999999999996,43.270500000000006
2023-01-31,46.552,45.022999999999996,43.578
2023-02-01,47.344,45.652,43.893
2023-02-02,48.128,46.178000000000004,44.1855
2023-02-03,48.1,46.539,44.404999999999994
2023-02-06,47.779999999999994,46.778999999999996,44.612
2023-02-07,47.358,46.955,44.8125
2023-02-08,46.796,47.07,45.074
2023-02-09,46.314,47.221,45.332499999999996
2023-02-10,45.988,47.044,45.468
2023-02-13,45.83200000000001,46.806,45.6355
2023-02-14,45.712,46.535000000000004,45.778999999999996
2023-02-15,45.584,46.190000000000005,45.921
2023-02-16,45.224000000000004,45.769,45.9735
2023-02-17,44.821999999999996,45.405,45.972
2023-02-20,44.522,45.177,45.978
2023-02-21,44.471999999999994,45.092,46.0235
2023-02-22,44.298,44.940999999999995,46.0055
2023-02-23,44.568,44.896,46.0585
2023-02-24,44.836,44.82899999999999,45.936499999999995
2023-02-27,44.852,44.687,45.746500000000005
2023-02-28,44.662,44.56699999999999,45.551
2023-03-01,44.616,44.457,45.3235
2023-03-02,44.138,44.352999999999994,45.061
2023-03-03,43.868,44.352,44.8785
2023-03-06,44.032000000000004,44.44199999999999,44.8095
2023-03-07,44.072,44.367000000000004,44.7295
2023-03-08,44.016000000000005,44.316,44.628499999999995
2023-03-09,43.940000000000005,44.039,44.4675
2023-03-10,43.69199999999999,43.78,44.304500000000004
2023-03-13,43.086,43.559,44.123000000000005
2023-03-14,42.574,43.323,43.94500000000001
2023-03-15,42.25,43.132999999999996,43.795
2023-03-16,41.646,42.793,43.573
2023-03-17,41.08800000000001,42.39,43.370999999999995
2023-03-20,40.532000000000004,41.809000000000005,43.1255
2023-03-21,40.04600000000001,41.31,42.838499999999996
2023-03-22,39.474000000000004,40.862,42.589000000000006
2023-03-23,39.376,40.511,42.275
2023-03-24,39.519999999999996,40.304,42.042
2023-03-27,39.736,40.134,41.8465
2023-03-28,39.815999999999995,39.931,41.626999999999995
2023-03-29,39.946000000000005,39.71,41.421499999999995
2023-03-30,40.146,39.761,41.277
2023-03-31,40.218,39.869,41.1295
2023-04-03,40.286,40.011,40.910000000000004
2023-04-04,40.354,40.085,40.6975
2023-04-06,40.406,40.176,40.519
2023-04-07,40.397999999999996,40.272000000000006,40.39149999999999
2023-04-10,40.562,40.39,40.346999999999994
2023-04-11,40.528,40.407,40.2705
2023-04-12,40.412,40.382999999999996,40.157
2023-04-13,40.230000000000004,40.318,40.013999999999996
2023-04-14,39.988,40.193,39.977
2023-04-17,39.666,40.114,39.9915
2023-04-18,39.576,40.05200000000001,40.0315
2023-04-19,39.44,39.926,40.0055
2023-04-20,39.086,39.658,39.916999999999994
2023-04-21,38.722,39.355,39.8135
2023-04-24,38.044,38.855000000000004,39.622499999999995
2023-04-25,37.044,38.309999999999995,39.35850000000001
2023-04-26,36.51,37.975,39.179
2023-04-27,36.182,37.634,38.976
2023-04-28,35.66799999999999,37.19499999999999,38.694
2023-05-04,35.239999999999995,36.641999999999996,38.378
2023-05-05,34.87,35.956999999999994,38.00449999999999
2023-05-08,34.324,35.417,37.6715
2023-05-09,33.736000000000004,34.959,37.308499999999995
2023-05-10,33.444,34.556,36.9555
2023-05-11,33.376,34.308,36.5815
2023-05-12,33.303999999999995,34.087,36.198499999999996
2023-05-15,33.364,33.844,35.909499999999994
2023-05-16,33.486000000000004,33.611,35.622499999999995
2023-05-17,33.534,33.489000000000004,35.342
2023-05-18,33.4,33.388,35.015
2023-05-19,33.431999999999995,33.368,34.6625
2023-05-22,33.336,33.35,34.3835
2023-05-23,33.188,33.337,34.148
2023-05-24,33.08,33.307,33.93149999999999
2023-05-25,32.952,33.176,33.742000000000004
2023-05-26,32.658,33.045,33.565999999999995
2023-05-29,32.038,32.687,33.265499999999996
2023-05-30,31.357999999999997,32.273,32.942
2023-05-31,30.5,31.79,32.6395
2023-06-01,29.738,31.345,32.366499999999995
2023-06-02,29.288,30.973000000000003,32.1705
2023-06-05,28.919999999999998,30.478999999999996,31.914499999999997
2023-06-06,28.552,29.955000000000002,31.645999999999997
2023-06-07,28.288,29.394,31.3505
2023-06-08,28.03,28.883999999999997,31.03
2023-06-09,27.701999999999998,28.494999999999997,30.770000000000003
2023-06-12,27.584000000000003,28.252,30.4695
2023-06-13,27.601999999999997,28.076999999999998,30.175
2023-06-14,27.565999999999995,27.927,29.858500000000003
2023-06-15,27.933999999999997,27.982,29.6635
2023-06-16,28.339999999999996,28.020999999999997,29.496999999999996
2023-06-19,28.572000000000003,28.077999999999996,29.2785
2023-06-20,28.768,28.185000000000002,29.07
2023-06-21,28.901999999999997,28.233999999999998,28.814
2023-06-26,28.668,28.301,28.5925
2023-06-27,28.377999999999997,28.358999999999998,28.427
2023-06-28,28.446000000000005,28.509000000000004,28.3805
2023-06-29,28.47,28.619,28.348000000000003
2023-06-30,28.606,28.754,28.340500000000002
2023-07-03,28.78,28.724,28.353
2023-07-04,28.907999999999998,28.643,28.332000000000004
2023-07-05,28.674,28.560000000000002,28.319
2023-07-06,28.482,28.476,28.3305
2023-07-07,28.22,28.413,28.323500000000003
2023-07-10,28.381999999999998,28.581,28.440999999999995
2023-07-11,28.466,28.687,28.523000000000003
2023-07-12,28.945999999999998,28.809999999999995,28.6595
2023-07-13,29.502,28.992,28.805500000000002
2023-07-14,30.038,29.129,28.941499999999998
2023-07-17,30.058,29.22,28.972
2023-07-18,30.109999999999996,29.288,28.965500000000002
2023-07-19,29.848000000000003,29.397000000000002,28.978499999999997
2023-07-20,29.625999999999998,29.564,29.02
2023-07-21,29.356,29.696999999999996,29.054999999999996
2023-07-24,29.065999999999995,29.561999999999994,29.071499999999997
2023-07-25,29.009999999999998,29.560000000000002,29.1235
2023-07-26,29.02,29.434000000000005,29.121999999999996
2023-07-27,28.838,29.232,29.111999999999995
2023-07-28,29.0,29.177999999999997,29.153499999999998
2023-07-31,29.302,29.184000000000005,29.201999999999998
2023-08-01,29.318,29.163999999999998,29.226
2023-08-02,29.278000000000002,29.149,29.272999999999996
2023-08-03,29.718,29.278,29.421
2023-08-04,29.97,29.485000000000003,29.590999999999998
2023-08-07,30.102000000000004,29.702000000000005,29.631999999999998
2023-08-08,30.288,29.802999999999997,29.6815
2023-08-09,30.492,29.884999999999998,29.659499999999998
2023-08-10,30.363999999999997,30.041000000000004,29.6365
2023-08-11,30.096000000000004,30.032999999999998,29.6055
2023-08-14,29.856,29.978999999999996,29.5815
2023-08-15,29.488,29.888000000000005,29.526
2023-08-16,29.054000000000002,29.773000000000003,29.460999999999995
2023-08-17,28.648000000000003,29.506000000000007,29.392000000000003
2023-08-18,28.346000000000004,29.220999999999997,29.353
"
1547,CN,technical,2025年06月30日-2025年11月19日，福斯特的5、10、20日简单移动平均线处于多头排列的天数占比多少？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,44.3299,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2025-06-03,12.11,12.01,12.05
2025-06-04,12.17,12.11,12.11
2025-06-05,12.27,12.08,12.18
2025-06-06,12.26,12.22,12.3
2025-06-09,12.91,12.22,12.22
2025-06-10,12.68,12.52,12.9
2025-06-11,12.64,12.61,12.64
2025-06-12,12.73,12.63,12.64
2025-06-13,12.5,12.36,12.65
2025-06-16,12.54,12.38,12.42
2025-06-17,12.67,12.46,12.53
2025-06-18,12.79,12.6,12.65
2025-06-19,12.62,12.54,12.76
2025-06-20,12.69,12.55,12.71
2025-06-23,12.69,12.43,12.56
2025-06-24,12.71,12.43,12.53
2025-06-25,12.79,12.59,12.71
2025-06-26,12.62,12.6,12.78
2025-06-27,12.69,12.6,12.67
2025-06-30,12.96,12.75,12.75
2025-07-01,12.98,12.81,12.87
2025-07-02,13.4,12.96,13.06
2025-07-03,13.71,13.16,13.36
2025-07-04,13.58,13.53,13.74
2025-07-07,13.71,13.49,13.51
2025-07-08,14.48,13.66,13.66
2025-07-09,14.21,14.19,14.39
2025-07-10,14.09,13.89,13.96
2025-07-11,13.8,13.71,14.17
2025-07-14,13.51,13.49,13.7
2025-07-15,13.28,13.23,13.44
2025-07-16,13.29,13.2,13.31
2025-07-17,13.48,13.3,13.42
2025-07-18,13.38,13.3,13.4
2025-07-21,13.49,13.39,13.4
2025-07-22,13.57,13.33,13.51
2025-07-23,13.55,13.5,13.6
2025-07-24,13.73,13.35,13.4
2025-07-25,13.54,13.5,13.69
2025-07-28,13.35,13.28,13.5
2025-07-29,14.69,13.35,13.35
2025-07-30,14.87,14.73,14.91
2025-07-31,14.63,14.6,14.69
2025-08-01,14.54,14.43,14.6
2025-08-04,14.36,14.1,14.44
2025-08-05,14.5,14.21,14.45
2025-08-06,13.96,13.6,14.23
2025-08-07,13.98,13.7,13.9
2025-08-08,14.0,13.87,13.94
2025-08-11,14.25,13.92,14.01
2025-08-12,14.08,13.97,14.2
2025-08-13,14.01,13.89,14.08
2025-08-14,13.72,13.67,13.96
2025-08-15,14.23,13.7,13.7
2025-08-18,14.33,14.2,14.37
2025-08-19,14.39,14.18,14.3
2025-08-20,14.6,14.38,14.62
2025-08-21,14.46,14.37,14.53
2025-08-22,14.55,14.35,14.42
2025-08-25,14.65,14.52,14.58
2025-08-26,14.72,14.49,14.65
2025-08-27,14.57,14.57,14.7
2025-08-28,14.94,14.44,14.55
2025-08-29,15.01,14.72,14.9
2025-09-01,14.78,14.58,15.02
2025-09-02,14.39,14.38,14.72
2025-09-03,14.59,14.39,14.39
2025-09-04,15.32,14.59,14.59
2025-09-05,16.13,15.2,15.32
2025-09-08,16.22,15.9,16.28
2025-09-09,16.1,15.95,16.2
2025-09-10,15.74,15.55,16.0
2025-09-11,16.61,15.71,15.78
2025-09-12,16.55,16.41,16.5
2025-09-15,16.55,16.29,16.55
2025-09-16,16.31,16.05,16.7
2025-09-17,16.31,16.01,16.32
2025-09-18,15.71,15.49,16.2
2025-09-19,15.75,15.58,15.71
2025-09-22,15.52,15.27,15.7
2025-09-23,15.36,15.01,15.55
2025-09-24,15.8,15.24,15.3
2025-09-25,15.56,15.49,15.82
2025-09-26,15.48,15.44,15.52
2025-09-29,15.61,15.39,15.58
2025-09-30,15.7,15.52,15.6
2025-10-09,16.27,15.6,15.8
2025-10-10,15.97,15.83,16.22
2025-10-13,15.41,15.13,15.2
2025-10-14,15.75,15.49,15.5
2025-10-15,16.08,15.7,15.82
2025-10-16,15.9,15.85,16.09
2025-10-17,15.38,15.37,15.9
2025-10-20,15.16,15.02,15.58
2025-10-21,15.2,15.03,15.16
2025-10-22,14.83,14.71,15.11
2025-10-23,14.93,14.44,14.75
2025-10-24,15.03,14.91,14.99
2025-10-27,15.07,14.91,15.09
2025-10-28,15.04,14.95,15.0
2025-10-29,15.76,14.93,15.02
2025-10-30,15.61,15.5,15.71
2025-10-31,15.7,15.56,15.57
2025-11-03,16.1,15.5,15.7
2025-11-04,15.92,15.81,16.09
2025-11-05,16.05,15.67,15.76
2025-11-06,15.91,15.89,16.04
2025-11-07,16.35,15.76,15.88
2025-11-10,16.63,16.34,16.36
2025-11-11,16.6,16.55,16.63
2025-11-12,15.59,15.39,16.53
2025-11-13,15.94,15.7,15.73
2025-11-14,15.98,15.78,15.8
2025-11-17,15.51,15.33,15.95
2025-11-18,15.12,15.02,15.47
2025-11-19,14.93,14.66,15.01
","date,5日,10日,20日
2025-06-30,12.754,12.722999999999999,12.602
2025-07-01,12.807999999999998,12.754,12.645500000000002
2025-07-02,12.930000000000001,12.815000000000001,12.706999999999999
2025-07-03,13.148000000000001,12.924000000000001,12.779
2025-07-04,13.326000000000002,13.013,12.844999999999999
2025-07-07,13.475999999999999,13.115,12.885
2025-07-08,13.776,13.291999999999998,12.975
2025-07-09,13.937999999999999,13.434000000000001,13.0535
2025-07-10,14.014000000000001,13.581,13.121500000000001
2025-07-11,14.058000000000002,13.692000000000002,13.1865
2025-07-14,14.018,13.747,13.235
2025-07-15,13.778,13.777000000000001,13.2655
2025-07-16,13.594,13.766,13.2905
2025-07-17,13.472,13.743,13.3335
2025-07-18,13.388,13.723000000000003,13.368
2025-07-21,13.384,13.700999999999999,13.408000000000001
2025-07-22,13.442000000000002,13.610000000000003,13.450999999999999
2025-07-23,13.494,13.544,13.488999999999999
2025-07-24,13.544,13.508,13.5445
2025-07-25,13.575999999999999,13.482,13.587
2025-07-28,13.547999999999998,13.466,13.6065
2025-07-29,13.772,13.607,13.691999999999998
2025-07-30,14.036000000000001,13.765,13.7655
2025-07-31,14.216,13.88,13.811499999999999
2025-08-01,14.416,13.996,13.8595
2025-08-04,14.618,14.082999999999998,13.892000000000001
2025-08-05,14.580000000000002,14.175999999999998,13.893
2025-08-06,14.398000000000001,14.216999999999999,13.880500000000001
2025-08-07,14.268,14.241999999999999,13.875
2025-08-08,14.16,14.288,13.885000000000002
2025-08-11,14.138,14.378,13.922
2025-08-12,14.053999999999998,14.316999999999998,13.962
2025-08-13,14.063999999999998,14.231,13.998
2025-08-14,14.012,14.14,14.010000000000002
2025-08-15,14.057999999999998,14.109,14.052499999999998
2025-08-18,14.074000000000002,14.106,14.094500000000002
2025-08-19,14.136000000000001,14.094999999999999,14.135500000000002
2025-08-20,14.254,14.159,14.187999999999999
2025-08-21,14.402000000000001,14.206999999999999,14.2245
2025-08-22,14.466,14.262,14.275
2025-08-25,14.530000000000001,14.302000000000001,14.34
2025-08-26,14.596,14.366000000000003,14.341500000000002
2025-08-27,14.59,14.422,14.326500000000001
2025-08-28,14.686000000000002,14.544,14.342000000000002
2025-08-29,14.778,14.622,14.3655
2025-09-01,14.803999999999998,14.666999999999998,14.386499999999998
2025-09-02,14.738,14.667000000000002,14.381
2025-09-03,14.741999999999999,14.666000000000002,14.4125
2025-09-04,14.818000000000001,14.752,14.479499999999998
2025-09-05,15.042000000000002,14.91,14.585999999999999
2025-09-08,15.330000000000002,15.066999999999998,14.6845
2025-09-09,15.672,15.204999999999998,14.785499999999999
2025-09-10,15.901999999999997,15.322,14.872
2025-09-11,16.160000000000004,15.488999999999999,15.016499999999999
2025-09-12,16.244000000000003,15.643,15.132500000000002
2025-09-15,16.31,15.820000000000002,15.243500000000001
2025-09-16,16.352,16.012,15.339500000000001
2025-09-17,16.466,16.183999999999997,15.425
2025-09-18,16.285999999999998,16.223,15.4875
2025-09-19,16.125999999999998,16.185,15.5475
2025-09-22,15.919999999999998,16.115000000000002,15.591
2025-09-23,15.729999999999999,16.041,15.623
2025-09-24,15.628,16.047,15.6845
2025-09-25,15.597999999999999,15.942000000000002,15.7155
2025-09-26,15.544,15.834999999999999,15.738999999999999
2025-09-29,15.562000000000001,15.741,15.7805
2025-09-30,15.63,15.679999999999998,15.845999999999998
2025-10-09,15.724,15.676000000000002,15.930000000000001
2025-10-10,15.806000000000001,15.702000000000002,15.9625
2025-10-13,15.791999999999998,15.668000000000001,15.9265
2025-10-14,15.819999999999999,15.690999999999999,15.903
2025-10-15,15.895999999999997,15.763,15.902000000000001
2025-10-16,15.822,15.773,15.91
2025-10-17,15.704000000000002,15.755,15.848500000000001
2025-10-20,15.654,15.723000000000003,15.779
2025-10-21,15.544,15.681999999999999,15.711499999999997
2025-10-22,15.294,15.595000000000002,15.6375
2025-10-23,15.1,15.460999999999999,15.5685
2025-10-24,15.030000000000001,15.366999999999999,15.5345
2025-10-27,15.012,15.332999999999998,15.500499999999999
2025-10-28,14.98,15.262,15.476500000000001
2025-10-29,15.166,15.23,15.496500000000001
2025-10-30,15.302000000000001,15.201000000000002,15.487
2025-10-31,15.435999999999998,15.232999999999999,15.494
2025-11-03,15.642000000000001,15.326999999999998,15.525
2025-11-04,15.818000000000001,15.399000000000001,15.5405
2025-11-05,15.876,15.520999999999997,15.558000000000002
2025-11-06,15.936000000000002,15.619,15.539999999999997
2025-11-07,16.066,15.751000000000001,15.559000000000001
2025-11-10,16.171999999999997,15.907,15.62
2025-11-11,16.308,16.063,15.6625
2025-11-12,16.216,16.046,15.638
2025-11-13,16.222,16.079,15.64
2025-11-14,16.148000000000003,16.107,15.669999999999998
2025-11-17,15.924000000000001,16.048000000000002,15.6875
2025-11-18,15.628,15.967999999999998,15.6835
2025-11-19,15.495999999999999,15.856,15.6885
"
1548,CN,technical,在2025年05月26日至2025年08月07日，宝丰能源5、10、20日简单移动平均线空头排列的天数占总天数的百分比？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,28.3019,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2025-04-24,15.55,15.52,15.94
2025-04-25,15.65,15.49,15.6
2025-04-28,15.95,15.51,15.7
2025-04-29,16.06,15.88,15.88
2025-04-30,16.03,15.87,16.09
2025-05-06,15.78,15.45,15.96
2025-05-07,15.79,15.68,15.95
2025-05-08,15.61,15.46,15.71
2025-05-09,15.65,15.52,15.62
2025-05-12,15.8,15.55,15.68
2025-05-13,15.53,15.33,15.43
2025-05-14,15.62,15.37,15.6
2025-05-15,15.99,15.64,15.96
2025-05-16,16.3,16.01,16.05
2025-05-19,16.3,16.13,16.29
2025-05-20,16.7,16.18,16.29
2025-05-21,16.7,16.38,16.63
2025-05-22,16.35,16.3,16.68
2025-05-23,16.39,16.25,16.35
2025-05-26,16.22,16.17,16.39
2025-05-27,16.22,16.07,16.19
2025-05-28,16.12,16.1,16.25
2025-05-29,16.13,16.02,16.1
2025-05-30,16.0,15.82,16.06
2025-06-03,16.11,15.8,15.98
2025-06-04,16.0,15.94,16.12
2025-06-05,16.27,15.91,16.02
2025-06-06,16.46,16.2,16.25
2025-06-09,16.27,16.11,16.47
2025-06-10,16.09,16.0,16.26
2025-06-11,16.0,15.99,16.1
2025-06-12,16.08,15.99,16.04
2025-06-13,16.61,16.33,16.39
2025-06-16,16.51,16.4,16.85
2025-06-17,16.43,16.25,16.48
2025-06-18,16.68,16.45,16.66
2025-06-19,16.7,16.48,16.6
2025-06-20,16.5,16.5,16.75
2025-06-23,16.58,16.5,16.77
2025-06-24,16.33,16.3,16.36
2025-06-25,16.17,16.01,16.36
2025-06-26,16.02,16.0,16.13
2025-06-27,16.25,15.99,16.08
2025-06-30,16.14,16.05,16.26
2025-07-01,16.19,16.06,16.15
2025-07-02,16.38,16.17,16.27
2025-07-03,16.2,16.18,16.39
2025-07-04,16.01,16.0,16.19
2025-07-07,16.03,15.96,16.03
2025-07-08,15.93,15.9,16.02
2025-07-09,15.94,15.93,16.08
2025-07-10,15.61,15.6,15.95
2025-07-11,15.6,15.6,15.62
2025-07-14,15.84,15.64,15.68
2025-07-15,15.66,15.66,16.2
2025-07-16,15.89,15.61,15.65
2025-07-17,15.61,15.54,15.83
2025-07-18,15.75,15.61,15.62
2025-07-21,16.41,15.78,15.82
2025-07-22,16.65,16.32,16.36
2025-07-23,16.45,16.41,16.68
2025-07-24,16.17,16.01,16.35
2025-07-25,16.09,16.08,16.16
2025-07-28,15.9,15.89,16.13
2025-07-29,15.97,15.83,15.87
2025-07-30,16.3,15.97,16.06
2025-07-31,15.54,15.51,16.22
2025-08-01,15.59,15.53,15.55
2025-08-04,15.54,15.45,15.54
2025-08-05,15.62,15.53,15.55
2025-08-06,15.74,15.59,15.64
2025-08-07,15.57,15.53,15.71
","date,5日,10日,20日
2025-05-26,16.472,16.21,15.998500000000002
2025-05-27,16.375999999999998,16.279,16.032
2025-05-28,16.26,16.329,16.055500000000002
2025-05-29,16.216,16.343,16.064500000000002
2025-05-30,16.137999999999998,16.313,16.061500000000002
2025-06-03,16.116,16.294,16.0655
2025-06-04,16.072,16.224,16.076500000000003
2025-06-05,16.102,16.181,16.1005
2025-06-06,16.168,16.192,16.143
2025-06-09,16.222,16.18,16.174
2025-06-10,16.218,16.167,16.188499999999998
2025-06-11,16.218,16.145,16.212
2025-06-12,16.18,16.141,16.235000000000003
2025-06-13,16.209999999999997,16.189,16.266
2025-06-16,16.258,16.240000000000002,16.2765
2025-06-17,16.326,16.272,16.282999999999998
2025-06-18,16.461999999999996,16.339999999999996,16.282
2025-06-19,16.586,16.383000000000003,16.282
2025-06-20,16.564,16.387,16.289499999999997
2025-06-23,16.578,16.418,16.299
2025-06-24,16.558,16.442,16.304499999999997
2025-06-25,16.456,16.459,16.302
2025-06-26,16.32,16.453,16.297
2025-06-27,16.27,16.417,16.303
2025-06-30,16.182,16.38,16.31
2025-07-01,16.154000000000003,16.356,16.314
2025-07-02,16.196,16.326,16.333
2025-07-03,16.232,16.276,16.329500000000003
2025-07-04,16.184,16.226999999999997,16.307
2025-07-07,16.162,16.172,16.294999999999998
2025-07-08,16.110000000000003,16.131999999999998,16.287
2025-07-09,16.022,16.109,16.284
2025-07-10,15.904,16.068,16.2605
2025-07-11,15.822,16.003,16.21
2025-07-14,15.783999999999997,15.973000000000003,16.1765
2025-07-15,15.73,15.920000000000002,16.137999999999998
2025-07-16,15.719999999999999,15.870999999999999,16.0985
2025-07-17,15.719999999999999,15.812000000000001,16.044
2025-07-18,15.75,15.786000000000001,16.0065
2025-07-21,15.863999999999999,15.824000000000002,15.998
2025-07-22,16.062,15.896,16.014
2025-07-23,16.174,15.947,16.028
2025-07-24,16.286,16.003,16.0355
2025-07-25,16.354000000000003,16.052,16.0275
2025-07-28,16.252000000000002,16.058,16.0155
2025-07-29,16.116,16.089,16.0045
2025-07-30,16.086000000000002,16.130000000000003,16.0005
2025-07-31,15.959999999999999,16.122999999999998,15.967499999999998
2025-08-01,15.86,16.107,15.9465
2025-08-04,15.788,16.02,15.922
2025-08-05,15.718,15.916999999999998,15.9065
2025-08-06,15.606,15.846,15.8965
2025-08-07,15.612,15.785999999999998,15.894499999999999
"
1549,CN,technical,统计招商公路在2021年06月13日到2022年03月19日的5、20、60日简单移动平均线空头排列的天数占比（%）。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,25.8065,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-03-17,7.48,7.31,7.45
2021-03-18,7.39,7.33,7.48
2021-03-19,7.59,7.36,7.36
2021-03-22,7.5,7.42,7.54
2021-03-23,7.56,7.48,7.51
2021-03-24,7.61,7.37,7.48
2021-03-25,7.54,7.44,7.59
2021-03-26,7.53,7.5,7.52
2021-03-29,7.74,7.43,7.45
2021-03-30,7.74,7.66,7.73
2021-03-31,7.86,7.6,7.76
2021-04-01,7.81,7.71,7.83
2021-04-02,7.6,7.59,7.82
2021-04-06,7.64,7.54,7.55
2021-04-07,7.64,7.6,7.64
2021-04-08,7.64,7.6,7.65
2021-04-09,7.65,7.56,7.7
2021-04-12,7.52,7.48,7.69
2021-04-13,7.4,7.39,7.51
2021-04-14,7.6,7.35,7.39
2021-04-15,7.69,7.6,7.65
2021-04-16,8.06,7.69,7.69
2021-04-19,8.03,7.91,8.05
2021-04-20,7.94,7.88,8.02
2021-04-21,7.77,7.71,8.04
2021-04-22,7.66,7.63,7.74
2021-04-23,7.74,7.4,7.62
2021-04-26,7.54,7.52,7.68
2021-04-27,7.48,7.43,7.5
2021-04-28,7.28,7.18,7.57
2021-04-29,7.56,7.32,7.34
2021-04-30,7.76,7.53,7.55
2021-05-06,8.01,7.72,7.72
2021-05-07,8.08,7.91,7.99
2021-05-10,8.24,7.96,8.06
2021-05-11,8.24,8.08,8.26
2021-05-12,8.34,8.22,8.25
2021-05-13,8.31,8.21,8.3
2021-05-14,8.3,8.16,8.3
2021-05-17,8.24,8.14,8.33
2021-05-18,8.28,8.2,8.24
2021-05-19,8.15,8.08,8.28
2021-05-20,8.18,8.09,8.14
2021-05-21,8.09,8.0,8.1
2021-05-24,8.14,8.08,8.11
2021-05-25,8.06,8.01,8.19
2021-05-26,8.06,7.97,8.04
2021-05-27,8.02,7.97,8.01
2021-05-28,7.86,7.85,8.04
2021-05-31,7.77,7.73,7.9
2021-06-01,7.73,7.58,7.72
2021-06-02,7.78,7.65,7.71
2021-06-03,7.77,7.71,7.8
2021-06-04,7.79,7.65,7.81
2021-06-07,7.85,7.66,7.82
2021-06-08,7.88,7.78,7.87
2021-06-09,7.85,7.8,7.83
2021-06-10,7.9,7.82,7.82
2021-06-11,7.89,7.84,7.94
2021-06-15,7.85,7.83,7.95
2021-06-16,7.74,7.63,7.85
2021-06-17,7.66,7.6,7.73
2021-06-18,7.48,7.48,7.66
2021-06-21,7.52,7.4,7.47
2021-06-22,7.83,7.5,7.5
2021-06-23,7.75,7.64,7.81
2021-06-24,7.68,7.55,7.72
2021-06-25,7.57,7.51,7.54
2021-06-28,7.44,7.41,7.61
2021-06-29,7.31,7.26,7.45
2021-06-30,7.22,7.18,7.36
2021-07-01,7.18,7.14,7.23
2021-07-02,7.23,7.14,7.17
2021-07-05,7.2,7.12,7.23
2021-07-06,7.21,7.13,7.2
2021-07-07,7.13,7.0,7.2
2021-07-08,7.2,7.06,7.1
2021-07-09,7.23,7.11,7.17
2021-07-12,7.17,7.12,7.19
2021-07-13,7.21,7.11,7.15
2021-07-14,7.14,7.09,7.19
2021-07-15,7.26,7.11,7.13
2021-07-16,7.37,7.24,7.25
2021-07-19,7.51,7.34,7.42
2021-07-20,7.48,7.41,7.51
2021-07-21,7.49,7.32,7.48
2021-07-22,7.42,7.38,7.49
2021-07-23,7.28,7.22,7.41
2021-07-26,7.18,7.15,7.28
2021-07-27,7.13,7.08,7.22
2021-07-28,7.32,7.02,7.1
2021-07-29,7.13,7.09,7.39
2021-07-30,6.84,6.75,7.08
2021-08-02,6.81,6.71,6.8
2021-08-03,6.88,6.8,6.82
2021-08-04,6.82,6.68,6.85
2021-08-05,6.74,6.7,6.78
2021-08-06,6.69,6.63,6.75
2021-08-09,6.85,6.7,6.75
2021-08-10,6.81,6.7,6.83
2021-08-11,6.79,6.77,6.8
2021-08-12,6.81,6.79,6.8
2021-08-13,6.84,6.72,6.82
2021-08-16,6.87,6.8,6.82
2021-08-17,7.01,6.84,6.89
2021-08-18,7.03,6.88,7.0
2021-08-19,7.12,7.0,7.05
2021-08-20,7.29,7.07,7.11
2021-08-23,7.23,7.16,7.28
2021-08-24,7.39,7.23,7.25
2021-08-25,7.42,7.38,7.44
2021-08-26,7.51,7.32,7.42
2021-08-27,7.37,7.35,7.51
2021-08-30,7.52,7.32,7.43
2021-08-31,7.5,7.48,7.51
2021-09-01,7.54,7.41,7.5
2021-09-02,7.48,7.38,7.57
2021-09-03,7.48,7.41,7.46
2021-09-06,7.46,7.36,7.48
2021-09-07,7.59,7.41,7.44
2021-09-08,7.64,7.55,7.67
2021-09-09,7.88,7.6,7.6
2021-09-10,7.67,7.64,7.88
2021-09-13,7.74,7.5,7.61
2021-09-14,7.43,7.4,7.82
2021-09-15,7.35,7.28,7.42
2021-09-16,7.4,7.31,7.35
2021-09-17,7.36,7.26,7.41
2021-09-22,7.71,7.26,7.3
2021-09-23,7.88,7.7,7.81
2021-09-24,7.7,7.61,7.84
2021-09-27,7.53,7.48,7.78
2021-09-28,7.64,7.4,7.44
2021-09-29,7.51,7.47,7.59
2021-09-30,7.53,7.46,7.52
2021-10-08,7.59,7.43,7.62
2021-10-11,7.76,7.54,7.56
2021-10-12,7.48,7.44,7.75
2021-10-13,7.48,7.3,7.45
2021-10-14,7.32,7.29,7.48
2021-10-15,7.2,7.16,7.35
2021-10-18,7.24,7.16,7.21
2021-10-19,7.32,7.23,7.24
2021-10-20,7.22,7.14,7.3
2021-10-21,7.29,7.2,7.23
2021-10-22,7.2,7.2,7.3
2021-10-25,7.12,7.07,7.18
2021-10-26,7.19,7.08,7.18
2021-10-27,6.93,6.86,7.16
2021-10-28,7.04,6.93,6.94
2021-10-29,6.98,6.93,7.03
2021-11-01,6.87,6.82,6.98
2021-11-02,6.82,6.77,6.95
2021-11-03,6.8,6.76,6.78
2021-11-04,6.75,6.72,6.81
2021-11-05,6.69,6.66,6.75
2021-11-08,6.74,6.7,6.71
2021-11-09,6.79,6.74,6.78
2021-11-10,6.85,6.74,6.79
2021-11-11,6.87,6.82,6.86
2021-11-12,7.04,6.85,6.88
2021-11-15,7.18,7.03,7.05
2021-11-16,7.12,7.09,7.14
2021-11-17,7.15,7.08,7.13
2021-11-18,7.08,7.06,7.15
2021-11-19,7.14,7.05,7.08
2021-11-22,7.11,7.09,7.12
2021-11-23,7.21,7.08,7.12
2021-11-24,7.18,7.12,7.21
2021-11-25,7.16,7.12,7.18
2021-11-26,7.14,7.09,7.17
2021-11-29,7.19,7.08,7.19
2021-11-30,7.38,7.21,7.22
2021-12-01,7.5,7.36,7.36
2021-12-02,7.51,7.44,7.49
2021-12-03,7.61,7.44,7.62
2021-12-06,7.58,7.55,7.62
2021-12-07,7.81,7.6,7.62
2021-12-08,7.7,7.61,7.74
2021-12-09,7.75,7.66,7.7
2021-12-10,7.31,7.31,7.69
2021-12-13,7.31,7.22,7.45
2021-12-14,7.33,7.23,7.24
2021-12-15,7.39,7.32,7.33
2021-12-16,7.48,7.32,7.4
2021-12-17,7.49,7.42,7.49
2021-12-20,7.62,7.43,7.44
2021-12-21,7.54,7.51,7.54
2021-12-22,7.63,7.48,7.61
2021-12-23,7.64,7.54,7.6
2021-12-24,7.62,7.54,7.58
2021-12-27,7.64,7.53,7.58
2021-12-28,7.69,7.59,7.64
2021-12-29,7.72,7.61,7.69
2021-12-30,7.8,7.6,7.71
2021-12-31,7.67,7.62,7.76
2022-01-04,7.7,7.66,7.67
2022-01-05,7.82,7.71,7.76
2022-01-06,7.74,7.74,7.82
2022-01-07,7.93,7.73,7.74
2022-01-10,7.84,7.73,7.93
2022-01-11,7.87,7.77,7.81
2022-01-12,7.84,7.76,7.87
2022-01-13,7.91,7.81,7.84
2022-01-14,7.91,7.88,7.93
2022-01-17,7.84,7.72,7.91
2022-01-18,8.15,7.75,7.84
2022-01-19,8.18,8.04,8.09
2022-01-20,8.27,8.12,8.18
2022-01-21,8.16,8.05,8.2
2022-01-24,8.14,8.02,8.1
2022-01-25,8.03,7.98,8.05
2022-01-26,8.1,7.92,8.08
2022-01-27,7.92,7.9,8.06
2022-01-28,7.98,7.91,8.06
2022-02-07,8.37,7.93,7.97
2022-02-08,8.62,8.39,8.52
2022-02-09,8.97,8.59,8.65
2022-02-10,8.9,8.72,8.84
2022-02-11,8.86,8.77,8.9
2022-02-14,8.52,8.47,8.82
2022-02-15,8.64,8.44,8.63
2022-02-16,8.77,8.5,8.58
2022-02-17,8.52,8.5,8.76
2022-02-18,8.64,8.44,8.5
2022-02-21,8.59,8.53,8.67
2022-02-22,8.52,8.41,8.58
2022-02-23,8.42,8.38,8.54
2022-02-24,8.11,8.03,8.38
2022-02-25,8.05,8.0,8.1
2022-02-28,8.0,7.92,8.03
2022-03-01,7.95,7.82,8.04
2022-03-02,8.05,7.84,7.9
2022-03-03,8.15,8.05,8.11
2022-03-04,8.2,8.07,8.18
2022-03-07,8.09,8.04,8.16
2022-03-08,7.82,7.78,8.09
2022-03-09,7.58,7.36,7.82
2022-03-10,7.65,7.59,7.7
2022-03-11,7.66,7.4,7.61
2022-03-14,7.6,7.56,7.6
2022-03-15,7.11,7.07,7.57
2022-03-16,7.63,7.07,7.2
2022-03-17,7.42,7.42,7.67
2022-03-18,7.48,7.33,7.38
","date,5日,20日,60日
2021-06-15,7.874,7.945,7.820166666666666
2021-06-16,7.845999999999999,7.917999999999999,7.8245
2021-06-17,7.808,7.8935,7.829
2021-06-18,7.724000000000001,7.858500000000001,7.827166666666667
2021-06-21,7.65,7.830000000000001,7.827500000000001
2021-06-22,7.645999999999999,7.8145,7.832
2021-06-23,7.648000000000001,7.7989999999999995,7.834333333333333
2021-06-24,7.651999999999999,7.779999999999999,7.836666666666667
2021-06-25,7.67,7.7575,7.8373333333333335
2021-06-28,7.654000000000001,7.7364999999999995,7.832333333333334
2021-06-29,7.55,7.713500000000001,7.825166666666666
2021-06-30,7.444,7.688,7.8145
2021-07-01,7.343999999999999,7.6579999999999995,7.803999999999999
2021-07-02,7.275999999999999,7.631,7.797833333333333
2021-07-05,7.228,7.6015,7.7905
2021-07-06,7.208,7.5695,7.783333333333333
2021-07-07,7.19,7.532000000000001,7.7748333333333335
2021-07-08,7.194,7.4995,7.767333333333334
2021-07-09,7.194,7.465999999999999,7.7625
2021-07-12,7.188,7.43,7.758666666666667
2021-07-13,7.188,7.397999999999999,7.752166666666667
2021-07-14,7.19,7.368,7.742999999999999
2021-07-15,7.202,7.347999999999999,7.729666666666666
2021-07-16,7.2299999999999995,7.342499999999999,7.718666666666667
2021-07-19,7.298,7.341999999999999,7.7115
2021-07-20,7.351999999999999,7.3245000000000005,7.706666666666667
2021-07-21,7.422,7.3115,7.703833333333334
2021-07-22,7.454000000000001,7.2985,7.698499999999999
2021-07-23,7.436,7.284000000000001,7.694166666666667
2021-07-26,7.37,7.271000000000001,7.689166666666667
2021-07-27,7.3,7.2620000000000005,7.6866666666666665
2021-07-28,7.266,7.267,7.682666666666666
2021-07-29,7.208,7.2645,7.672166666666667
2021-07-30,7.12,7.245,7.652666666666667
2021-08-02,7.045999999999999,7.225499999999999,7.6315
2021-08-03,6.996,7.2090000000000005,7.608833333333334
2021-08-04,6.896000000000001,7.1934999999999985,7.585166666666667
2021-08-05,6.818,7.1705,7.5585
2021-08-06,6.788000000000001,7.1435,7.5315
2021-08-09,6.795999999999999,7.1274999999999995,7.507333333333333
2021-08-10,6.781999999999999,7.1075,7.4835
2021-08-11,6.776000000000001,7.090000000000001,7.458666666666668
2021-08-12,6.789999999999999,7.0675,7.436333333333334
2021-08-13,6.82,7.0409999999999995,7.414
2021-08-16,6.824,7.009,7.393666666666666
2021-08-17,6.864,6.985499999999999,7.374833333333333
2021-08-18,6.912000000000001,6.9625,7.357666666666668
2021-08-19,6.973999999999999,6.9475,7.3420000000000005
2021-08-20,7.064,6.948,7.329833333333332
2021-08-23,7.136,6.9505,7.319333333333334
2021-08-24,7.212000000000001,6.963499999999999,7.313
2021-08-25,7.289999999999999,6.968500000000001,7.307833333333334
2021-08-26,7.368,6.9875,7.303333333333333
2021-08-27,7.384,7.014,7.296666666666667
2021-08-30,7.441999999999998,7.0495,7.292166666666666
2021-08-31,7.464,7.080500000000001,7.286333333333333
2021-09-01,7.4879999999999995,7.1165,7.280666666666666
2021-09-02,7.482000000000001,7.153499999999999,7.274500000000001
2021-09-03,7.5040000000000004,7.1930000000000005,7.267499999999999
2021-09-06,7.492,7.2235,7.2603333333333335
2021-09-07,7.51,7.2625,7.256
2021-09-08,7.529999999999999,7.305,7.254333333333333
2021-09-09,7.609999999999999,7.358500000000001,7.257999999999999
2021-09-10,7.648000000000001,7.4,7.261166666666667
2021-09-13,7.703999999999999,7.4435,7.264833333333333
2021-09-14,7.672,7.464500000000001,7.258166666666667
2021-09-15,7.614,7.480500000000001,7.251499999999999
2021-09-16,7.518000000000001,7.4945,7.246833333333333
2021-09-17,7.456,7.497999999999999,7.243333333333334
2021-09-22,7.45,7.522,7.247833333333333
2021-09-23,7.540000000000001,7.5465,7.257333333333333
2021-09-24,7.609999999999999,7.5605,7.2653333333333325
2021-09-27,7.636,7.5615000000000006,7.271166666666668
2021-09-28,7.692,7.575,7.2780000000000005
2021-09-29,7.651999999999999,7.574499999999999,7.283166666666667
2021-09-30,7.582000000000001,7.575999999999999,7.2885
2021-10-08,7.56,7.5785,7.296166666666666
2021-10-11,7.606,7.592499999999999,7.305499999999999
2021-10-12,7.574,7.592499999999999,7.309666666666667
2021-10-13,7.5680000000000005,7.593500000000001,7.314833333333334
2021-10-14,7.526000000000001,7.58,7.316666666666666
2021-10-15,7.448,7.558,7.317666666666667
2021-10-18,7.343999999999999,7.526000000000001,7.317333333333334
2021-10-19,7.312,7.508500000000001,7.3165000000000004
2021-10-20,7.26,7.4825,7.3116666666666665
2021-10-21,7.254,7.475499999999999,7.3084999999999996
2021-10-22,7.2540000000000004,7.468000000000001,7.3036666666666665
2021-10-25,7.2299999999999995,7.453999999999999,7.298666666666667
2021-10-26,7.203999999999999,7.4455,7.297166666666667
2021-10-27,7.145999999999999,7.406499999999999,7.293
2021-10-28,7.096000000000001,7.364500000000001,7.2915
2021-10-29,7.052000000000001,7.3285,7.285833333333333
2021-11-01,7.002,7.2955,7.281499999999999
2021-11-02,6.928,7.2545,7.281166666666666
2021-11-03,6.901999999999999,7.219000000000001,7.281000000000001
2021-11-04,6.843999999999999,7.1800000000000015,7.278833333333333
2021-11-05,6.786,7.135000000000001,7.276666666666666
2021-11-08,6.76,7.0840000000000005,7.276666666666666
2021-11-09,6.754,7.0495,7.278333333333333
2021-11-10,6.764,7.018000000000001,7.278333333333333
2021-11-11,6.788000000000001,6.995500000000002,7.279333333333333
2021-11-12,6.858,6.9875,7.2835
2021-11-15,6.946,6.9845,7.289666666666666
2021-11-16,7.0120000000000005,6.974500000000001,7.294333333333333
2021-11-17,7.072,6.970999999999999,7.299
2021-11-18,7.114,6.960500000000001,7.300166666666667
2021-11-19,7.134,6.957499999999999,7.3020000000000005
2021-11-22,7.12,6.957000000000001,7.301833333333333
2021-11-23,7.138,6.958000000000001,7.3005
2021-11-24,7.144,6.9704999999999995,7.299666666666667
2021-11-25,7.159999999999999,6.9765000000000015,7.295833333333333
2021-11-26,7.159999999999999,6.9845,7.291166666666666
2021-11-29,7.176,7.0005,7.285833333333334
2021-11-30,7.209999999999999,7.028499999999999,7.2860000000000005
2021-12-01,7.273999999999999,7.0634999999999994,7.285666666666668
2021-12-02,7.343999999999999,7.1015,7.285833333333334
2021-12-03,7.438,7.147499999999999,7.287000000000001
2021-12-06,7.516,7.189500000000001,7.288666666666667
2021-12-07,7.601999999999999,7.2405,7.294166666666667
2021-12-08,7.642,7.2829999999999995,7.298166666666666
2021-12-09,7.69,7.327,7.300833333333333
2021-12-10,7.63,7.3405000000000005,7.295333333333334
2021-12-13,7.575999999999999,7.3469999999999995,7.285833333333334
2021-12-14,7.4799999999999995,7.357499999999999,7.280166666666667
2021-12-15,7.417999999999999,7.3695,7.274333333333333
2021-12-16,7.364,7.3895,7.275166666666666
2021-12-17,7.4,7.407000000000001,7.277500000000001
2021-12-20,7.462000000000001,7.4325,7.281166666666667
2021-12-21,7.5040000000000004,7.449,7.284166666666666
2021-12-22,7.552000000000001,7.471500000000001,7.2828333333333335
2021-12-23,7.5840000000000005,7.4955,7.278833333333334
2021-12-24,7.609999999999999,7.519499999999999,7.277500000000001
2021-12-27,7.614,7.542,7.279333333333333
2021-12-28,7.644,7.5575,7.280166666666667
2021-12-29,7.662000000000001,7.5685,7.283666666666667
2021-12-30,7.694,7.583,7.288166666666666
2021-12-31,7.704000000000001,7.586,7.2895
2022-01-04,7.715999999999999,7.591999999999999,7.2885
2022-01-05,7.742,7.592499999999999,7.2941666666666665
2022-01-06,7.746,7.594499999999999,7.2985
2022-01-07,7.772,7.6034999999999995,7.308666666666666
2022-01-10,7.806,7.63,7.319333333333334
2022-01-11,7.840000000000001,7.6579999999999995,7.329833333333332
2022-01-12,7.843999999999999,7.6835,7.3385
2022-01-13,7.878,7.7095,7.35
2022-01-14,7.8740000000000006,7.731,7.360333333333333
2022-01-17,7.8740000000000006,7.7485,7.3709999999999996
2022-01-18,7.93,7.775,7.388166666666667
2022-01-19,7.998,7.8069999999999995,7.404666666666667
2022-01-20,8.069999999999999,7.839,7.4270000000000005
2022-01-21,8.120000000000001,7.864999999999999,7.445666666666667
2022-01-24,8.180000000000001,7.891000000000001,7.465000000000001
2022-01-25,8.156,7.910500000000001,7.484333333333334
2022-01-26,8.139999999999999,7.931,7.505666666666667
2022-01-27,8.07,7.941,7.524333333333334
2022-01-28,8.034,7.95,7.544833333333333
2022-02-07,8.08,7.984999999999999,7.5728333333333335
2022-02-08,8.198,8.031,7.604166666666667
2022-02-09,8.372,8.0885,7.6405
2022-02-10,8.568000000000001,8.1465,7.674666666666667
2022-02-11,8.744,8.193000000000001,7.707833333333334
2022-02-14,8.774,8.227,7.7325
2022-02-15,8.778,8.2655,7.756833333333333
2022-02-16,8.738,8.312,7.7843333333333335
2022-02-17,8.661999999999999,8.3425,7.807166666666666
2022-02-18,8.618,8.379,7.833166666666667
2022-02-21,8.632,8.4165,7.857333333333333
2022-02-22,8.608,8.434999999999999,7.880833333333333
2022-02-23,8.538,8.447,7.901
2022-02-24,8.456,8.439,7.916499999999999
2022-02-25,8.338,8.4335,7.931333333333333
2022-02-28,8.219999999999999,8.4265,7.945666666666667
2022-03-01,8.106,8.4225,7.958333333333332
2022-03-02,8.032,8.42,7.969499999999999
2022-03-03,8.040000000000001,8.4315,7.980333333333333
2022-03-04,8.07,8.442499999999999,7.991833333333333
2022-03-07,8.088000000000001,8.428500000000001,7.999833333333332
2022-03-08,8.062000000000001,8.3885,8.003833333333333
2022-03-09,7.968000000000001,8.318999999999999,8.0
2022-03-10,7.867999999999999,8.256499999999999,7.9991666666666665
2022-03-11,7.760000000000001,8.196499999999999,7.9976666666666665
2022-03-14,7.662000000000001,8.150500000000001,8.0025
2022-03-15,7.5200000000000005,8.074,7.9991666666666665
2022-03-16,7.529999999999999,8.017,8.004166666666666
2022-03-17,7.484,7.962000000000001,8.004666666666667
2022-03-18,7.447999999999999,7.904000000000001,8.004666666666667
"
1550,CN,technical,"紫金矿业2023年06月27日至2024年06月22日, 对于5、10、20日加权移动平均线，多头排列的天数占比？（单位：%）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",44.5833,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2023-05-29,10.8,10.71,10.88,10.82
2023-05-30,10.71,10.61,10.87,10.79
2023-05-31,10.69,10.61,10.87,10.75
2023-06-01,11.05,10.68,11.23,10.73
2023-06-02,11.59,11.17,11.62,11.17
2023-06-05,11.28,11.14,11.41,11.41
2023-06-06,11.39,11.34,11.65,11.38
2023-06-07,11.4,11.36,11.6,11.46
2023-06-08,11.52,11.16,11.57,11.28
2023-06-09,11.71,11.52,11.88,11.69
2023-06-12,11.55,11.38,11.62,11.59
2023-06-13,11.6,11.42,11.62,11.49
2023-06-14,11.88,11.7,12.0,11.7
2023-06-15,11.8,11.42,11.84,11.68
2023-06-16,12.03,11.84,12.28,11.85
2023-06-19,11.81,11.71,12.08,12.03
2023-06-20,11.76,11.59,11.86,11.79
2023-06-21,11.57,11.54,11.85,11.6
2023-06-26,11.49,11.43,11.65,11.52
2023-06-27,11.69,11.28,11.73,11.45
2023-06-28,11.66,11.52,11.73,11.59
2023-06-29,11.35,11.33,11.66,11.61
2023-06-30,11.37,11.25,11.52,11.39
2023-07-03,11.93,11.49,12.03,11.5
2023-07-04,11.8,11.74,12.0,11.97
2023-07-05,11.8,11.73,11.9,11.78
2023-07-06,11.61,11.52,11.75,11.71
2023-07-07,11.55,11.28,11.72,11.51
2023-07-10,11.54,11.48,11.76,11.58
2023-07-11,11.84,11.68,11.95,11.71
2023-07-12,11.95,11.77,12.05,11.83
2023-07-13,12.52,12.38,12.76,12.38
2023-07-14,12.58,12.56,12.8,12.75
2023-07-17,12.34,12.3,12.5,12.48
2023-07-18,12.4,12.26,12.53,12.34
2023-07-19,12.59,12.45,12.66,12.56
2023-07-20,12.61,12.52,12.8,12.54
2023-07-21,12.53,12.49,12.68,12.55
2023-07-24,12.43,12.38,12.62,12.41
2023-07-25,12.94,12.64,13.1,12.64
2023-07-26,13.07,12.88,13.08,12.96
2023-07-27,12.88,12.83,13.1,13.07
2023-07-28,12.79,12.55,12.84,12.66
2023-07-31,13.01,12.95,13.18,12.99
2023-08-01,13.05,13.0,13.44,13.27
2023-08-02,12.86,12.77,12.96,12.82
2023-08-03,12.74,12.6,12.8,12.75
2023-08-04,12.85,12.78,12.99,12.86
2023-08-07,12.85,12.73,12.88,12.78
2023-08-08,13.03,12.74,13.13,12.85
2023-08-09,12.87,12.74,12.98,12.9
2023-08-10,12.73,12.69,12.88,12.8
2023-08-11,12.5,12.44,12.83,12.75
2023-08-14,12.32,12.15,12.42,12.39
2023-08-15,12.32,12.16,12.43,12.34
2023-08-16,12.19,12.08,12.25,12.18
2023-08-17,12.29,11.84,12.34,12.06
2023-08-18,12.08,12.05,12.43,12.29
2023-08-21,11.98,11.98,12.18,12.08
2023-08-22,12.41,12.08,12.48,12.08
2023-08-23,12.17,12.12,12.49,12.45
2023-08-24,12.49,12.35,12.65,12.45
2023-08-25,12.3,12.15,12.45,12.4
2023-08-28,12.14,12.06,12.97,12.92
2023-08-29,12.08,12.04,12.37,12.11
2023-08-30,12.45,12.22,12.54,12.25
2023-08-31,12.36,12.34,12.6,12.49
2023-09-01,12.8,12.37,12.9,12.39
2023-09-04,13.2,12.95,13.5,12.95
2023-09-05,13.15,12.97,13.21,13.1
2023-09-06,13.06,12.93,13.18,13.02
2023-09-07,13.01,12.9,13.11,12.94
2023-09-08,12.88,12.81,13.1,13.01
2023-09-11,13.0,12.82,13.15,12.88
2023-09-12,12.84,12.8,13.09,13.01
2023-09-13,12.84,12.76,12.98,12.78
2023-09-14,12.98,12.84,13.1,12.9
2023-09-15,13.15,13.06,13.42,13.19
2023-09-18,13.07,12.89,13.08,13.08
2023-09-19,13.17,12.98,13.25,13.0
2023-09-20,13.25,13.04,13.28,13.1
2023-09-21,13.09,12.98,13.2,13.1
2023-09-22,12.93,12.68,12.98,12.95
2023-09-25,12.76,12.74,12.99,12.88
2023-09-26,12.65,12.49,12.75,12.69
2023-09-27,12.41,12.38,12.68,12.65
2023-09-28,12.13,12.06,12.52,12.41
2023-10-09,12.2,11.74,12.25,11.91
2023-10-10,12.22,12.2,12.42,12.28
2023-10-11,12.13,11.99,12.31,12.3
2023-10-12,12.29,12.18,12.36,12.27
2023-10-13,12.02,12.0,12.15,12.13
2023-10-16,12.14,12.1,12.28,12.25
2023-10-17,12.06,11.98,12.14,12.12
2023-10-18,11.98,11.96,12.13,12.09
2023-10-19,11.77,11.75,11.98,11.95
2023-10-20,11.65,11.59,11.93,11.82
2023-10-23,11.45,11.33,11.66,11.58
2023-10-24,11.75,11.53,11.83,11.54
2023-10-25,12.08,12.04,12.31,12.04
2023-10-26,12.08,11.88,12.11,12.0
2023-10-27,12.01,11.95,12.16,11.98
2023-10-30,12.42,12.19,12.68,12.2
2023-10-31,12.44,12.28,12.46,12.4
2023-11-01,12.2,12.14,12.35,12.32
2023-11-02,12.21,12.2,12.48,12.35
2023-11-03,12.17,12.1,12.3,12.22
2023-11-06,11.93,11.87,12.2,12.18
2023-11-07,12.01,11.72,12.03,11.88
2023-11-08,11.82,11.72,11.95,11.88
2023-11-09,11.88,11.7,11.9,11.7
2023-11-10,11.78,11.72,11.86,11.83
2023-11-13,11.9,11.73,11.93,11.79
2023-11-14,11.86,11.81,11.98,11.95
2023-11-15,12.0,11.93,12.23,12.23
2023-11-16,11.97,11.85,12.03,11.97
2023-11-17,11.97,11.87,12.02,11.98
2023-11-20,11.86,11.77,11.97,11.96
2023-11-21,12.14,11.91,12.21,11.96
2023-11-22,11.95,11.92,12.14,12.14
2023-11-23,11.99,11.82,12.0,11.94
2023-11-24,11.85,11.84,11.99,11.97
2023-11-27,11.87,11.73,12.03,11.86
2023-11-28,11.89,11.71,11.9,11.86
2023-11-29,12.15,12.08,12.2,12.09
2023-11-30,12.18,12.07,12.27,12.14
2023-12-01,12.04,11.96,12.2,12.15
2023-12-04,12.4,12.38,12.69,12.45
2023-12-05,11.95,11.92,12.16,12.12
2023-12-06,12.0,11.75,12.08,11.84
2023-12-07,11.8,11.75,11.92,11.9
2023-12-08,11.67,11.65,11.83,11.81
2023-12-11,11.67,11.38,11.73,11.59
2023-12-12,11.62,11.46,11.63,11.57
2023-12-13,11.44,11.44,11.61,11.54
2023-12-14,11.48,11.46,11.83,11.8
2023-12-15,11.7,11.6,11.97,11.6
2023-12-18,11.78,11.58,11.85,11.64
2023-12-19,11.8,11.65,11.84,11.76
2023-12-20,12.02,11.86,12.12,11.92
2023-12-21,12.07,11.89,12.09,11.94
2023-12-22,12.14,11.99,12.18,12.15
2023-12-25,12.22,12.01,12.24,12.03
2023-12-26,12.18,12.15,12.28,12.2
2023-12-27,12.4,12.19,12.42,12.23
2023-12-28,12.35,12.31,12.67,12.49
2023-12-29,12.46,12.27,12.48,12.27
2024-01-02,12.49,12.39,12.66,12.41
2024-01-03,12.53,12.39,12.59,12.43
2024-01-04,12.51,12.39,12.52,12.43
2024-01-05,12.47,12.37,12.68,12.46
2024-01-08,12.3,12.27,12.53,12.46
2024-01-09,12.43,12.28,12.45,12.31
2024-01-10,12.28,12.28,12.44,12.33
2024-01-11,12.14,12.09,12.32,12.31
2024-01-12,12.2,12.05,12.26,12.07
2024-01-15,12.12,12.05,12.26,12.17
2024-01-16,12.19,12.06,12.27,12.06
2024-01-17,11.7,11.7,12.13,12.09
2024-01-18,11.84,11.4,11.94,11.66
2024-01-19,11.92,11.65,11.97,11.78
2024-01-22,11.68,11.55,11.94,11.88
2024-01-23,11.54,11.21,11.68,11.61
2024-01-24,11.72,11.43,11.75,11.62
2024-01-25,12.05,11.79,12.05,11.82
2024-01-26,12.22,11.98,12.28,12.1
2024-01-29,12.24,12.2,12.35,12.23
2024-01-30,12.18,12.06,12.3,12.18
2024-01-31,12.04,12.03,12.23,12.12
2024-02-01,12.13,11.9,12.27,12.0
2024-02-02,12.03,11.88,12.34,12.2
2024-02-05,12.16,11.96,12.28,12.07
2024-02-06,12.19,12.04,12.38,12.13
2024-02-07,12.25,12.04,12.3,12.19
2024-02-08,12.5,12.22,12.52,12.24
2024-02-19,12.85,12.4,12.86,12.51
2024-02-20,13.1,12.72,13.18,12.8
2024-02-21,13.05,13.01,13.29,13.06
2024-02-22,13.26,13.02,13.28,13.09
2024-02-23,13.5,13.2,13.68,13.25
2024-02-26,13.15,13.09,13.61,13.51
2024-02-27,13.16,13.0,13.27,13.06
2024-02-28,13.01,12.97,13.17,13.16
2024-02-29,13.11,12.96,13.2,13.02
2024-03-01,13.25,13.0,13.36,13.06
2024-03-04,13.46,13.36,13.62,13.46
2024-03-05,13.85,13.59,13.97,13.6
2024-03-06,14.2,13.84,14.36,13.85
2024-03-07,14.73,14.27,14.96,14.38
2024-03-08,14.89,14.53,14.93,14.9
2024-03-11,14.86,14.62,15.05,15.0
2024-03-12,14.36,14.28,14.82,14.75
2024-03-13,14.69,14.18,14.76,14.25
2024-03-14,15.39,15.25,15.78,15.25
2024-03-15,15.96,15.3,16.12,15.32
2024-03-18,15.78,15.58,16.16,15.97
2024-03-19,15.53,15.5,15.93,15.7
2024-03-20,15.51,15.2,15.61,15.35
2024-03-21,15.62,15.6,16.13,15.91
2024-03-22,15.39,15.17,15.52,15.39
2024-03-25,15.74,15.31,15.86,15.38
2024-03-26,15.53,15.33,15.82,15.77
2024-03-27,15.72,15.44,15.89,15.46
2024-03-28,16.1,15.53,16.18,15.65
2024-03-29,16.82,16.3,16.87,16.4
2024-04-01,16.87,16.69,17.39,17.24
2024-04-02,16.95,16.76,17.15,16.95
2024-04-03,17.51,16.98,17.65,17.19
2024-04-08,17.3,17.23,18.17,17.65
2024-04-09,17.01,16.93,17.4,17.22
2024-04-10,17.99,17.14,18.15,17.14
2024-04-11,17.99,17.49,18.52,17.52
2024-04-12,18.39,17.98,18.58,18.48
2024-04-15,18.46,17.78,18.56,17.8
2024-04-16,17.94,17.89,18.63,18.46
2024-04-17,18.08,17.58,18.15,17.91
2024-04-18,18.47,17.86,18.54,17.91
2024-04-19,18.63,18.4,19.33,18.56
2024-04-22,17.8,17.75,19.0,18.87
2024-04-23,17.04,17.0,17.65,17.41
2024-04-24,17.54,17.04,17.59,17.04
2024-04-25,17.4,17.09,17.56,17.33
2024-04-26,18.27,17.41,18.37,17.58
2024-04-29,17.66,17.39,18.13,18.13
2024-04-30,17.61,17.55,18.06,17.92
2024-05-06,17.52,16.82,17.56,17.32
2024-05-07,17.45,17.39,17.9,17.62
2024-05-08,17.45,17.01,17.68,17.3
2024-05-09,17.71,17.28,17.91,17.28
2024-05-10,18.24,17.78,18.28,18.1
2024-05-13,18.18,17.83,18.34,18.0
2024-05-14,18.49,18.25,18.72,18.35
2024-05-15,18.3,18.26,18.85,18.54
2024-05-16,18.27,18.21,18.89,18.63
2024-05-17,18.78,18.0,18.78,18.37
2024-05-20,19.47,19.09,19.79,19.43
2024-05-21,18.65,18.56,19.58,19.41
2024-05-22,18.43,18.33,18.78,18.65
2024-05-23,17.84,17.36,18.01,17.56
2024-05-24,17.82,17.59,18.03,17.6
2024-05-27,18.2,17.76,18.36,17.77
2024-05-28,18.05,18.01,18.48,18.38
2024-05-29,18.45,17.97,18.58,18.08
2024-05-30,17.64,17.55,18.37,18.3
2024-05-31,17.41,17.2,17.72,17.63
2024-06-03,17.33,17.17,17.63,17.29
2024-06-04,17.42,17.18,17.7,17.45
2024-06-05,17.05,16.75,17.2,17.0
2024-06-06,17.59,17.33,17.79,17.35
2024-06-07,17.76,17.31,17.88,17.82
2024-06-11,17.0,16.78,17.22,17.11
2024-06-12,17.21,16.86,17.27,16.89
2024-06-13,16.81,16.51,17.22,17.14
2024-06-14,17.09,16.55,17.17,16.6
2024-06-17,17.04,16.76,17.17,16.99
2024-06-18,16.92,16.38,17.08,16.61
2024-06-19,17.32,16.88,17.5,16.92
2024-06-20,17.56,17.37,17.86,17.41
2024-06-21,17.32,17.24,17.87,17.78
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2023-06-27,11.629999999999999,11.705272727272726,11.625809523809526
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2023-08-18,12.206,12.364181818181818,12.572714285714286
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2023-09-11,12.988000000000001,12.93781818181818,12.690190476190475
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2023-10-19,11.95,12.04109090909091,12.27695238095238
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2023-10-27,11.970666666666666,11.889818181818184,11.985333333333333
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2023-11-01,12.274666666666667,12.121636363636364,12.053952380952383
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2023-11-03,12.239333333333333,12.18818181818182,12.07747619047619
2023-11-06,12.120000000000001,12.160727272727271,12.064761904761907
2023-11-07,12.059999999999999,12.139090909090909,12.06095238095238
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2023-11-09,11.916,12.03290909090909,12.026333333333332
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2023-11-17,11.956666666666667,11.921454545454546,11.986809523809525
2023-11-20,11.93,11.911999999999999,11.973809523809521
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2023-11-27,11.917333333333334,11.940181818181818,11.942714285714287
2023-11-28,11.893999999999998,11.93,11.933190476190477
2023-11-29,11.974,11.966545454545455,11.951047619047618
2023-11-30,12.050666666666666,12.005818181818182,11.972
2023-12-01,12.068,12.015818181818181,11.979761904761904
2023-12-04,12.192666666666666,12.090000000000002,12.022428571428572
2023-12-05,12.132,12.072545454545455,12.02
2023-12-06,12.084,12.067636363636364,12.02261904761905
2023-12-07,11.979333333333333,12.025454545454545,12.005333333333335
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2023-12-11,11.758666666666667,11.904,11.947285714285714
2023-12-12,11.692666666666666,11.839454545454547,11.914857142857143
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2023-12-18,11.642666666666665,11.656727272727272,11.79604761904762
2023-12-19,11.708,11.67290909090909,11.788571428571428
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2023-12-22,12.028,11.87490909090909,11.849
2023-12-25,12.114,11.956363636363637,11.881047619047619
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2024-06-14,17.072,17.198363636363634,17.47795238095238
2024-06-17,17.02733333333333,17.157090909090908,17.405571428571427
2024-06-18,16.990666666666666,17.100727272727273,17.33004761904762
2024-06-19,17.092666666666666,17.12454545454546,17.304761904761904
2024-06-20,17.267333333333333,17.193818181818184,17.308666666666664
2024-06-21,17.311999999999998,17.210181818181816,17.293857142857142
"
1551,CN,technical,"金山办公从2021年02月07日到2021年06月18日，5、10、20日加权移动平均线呈空头排列的天数比例是多少？（单位：%）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",37.6471,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2021-01-12,406.5,394.97,410.0,399.5
2021-01-13,394.01,384.75,406.0,405.58
2021-01-14,401.2,386.9,420.0,390.0
2021-01-15,414.96,393.0,417.79,397.98
2021-01-18,460.0,408.3,478.8,415.3
2021-01-19,428.55,424.0,454.6,451.5
2021-01-20,460.8,428.62,464.0,434.99
2021-01-21,469.1,450.55,474.4,460.8
2021-01-22,491.77,447.0,493.0,461.33
2021-01-25,485.0,480.95,521.0,490.0
2021-01-26,450.35,450.1,484.5,484.5
2021-01-27,433.99,428.3,459.0,454.89
2021-01-28,412.0,406.0,435.0,428.0
2021-01-29,415.0,412.01,432.17,420.99
2021-02-01,414.0,411.1,429.0,416.0
2021-02-02,420.6,411.0,424.99,411.1
2021-02-03,446.49,419.0,458.88,420.0
2021-02-04,419.65,415.0,440.0,439.0
2021-02-05,420.96,415.0,430.0,423.0
2021-02-08,408.0,393.0,420.0,420.0
2021-02-09,424.0,400.01,428.0,408.0
2021-02-10,422.22,407.0,432.2,419.91
2021-02-18,408.16,407.5,433.0,427.0
2021-02-19,399.01,387.76,407.0,407.0
2021-02-22,374.0,374.0,400.5,397.0
2021-02-23,375.77,368.6,385.0,368.62
2021-02-24,355.9,350.0,385.09,381.0
2021-02-25,360.8,351.0,364.47,362.0
2021-02-26,336.0,335.05,354.0,354.0
2021-03-01,331.01,330.1,344.3,341.94
2021-03-02,333.3,329.06,342.9,334.98
2021-03-03,338.21,329.01,340.01,333.3
2021-03-04,320.11,318.9,336.99,336.92
2021-03-05,329.99,312.22,334.88,313.0
2021-03-08,308.39,306.59,334.87,331.17
2021-03-09,297.84,294.0,314.3,309.27
2021-03-10,309.0,301.0,313.13,305.0
2021-03-11,319.87,308.01,325.88,310.64
2021-03-12,329.7,317.91,335.2,320.9
2021-03-15,296.44,290.58,325.26,325.26
2021-03-16,298.8,286.5,305.0,297.71
2021-03-17,304.64,294.65,309.46,299.0
2021-03-18,306.62,303.0,318.9,307.5
2021-03-19,307.97,297.21,307.97,298.9
2021-03-22,302.86,301.66,310.71,305.5
2021-03-23,296.0,295.0,305.2,302.07
2021-03-24,306.08,295.0,311.88,295.5
2021-03-25,325.22,300.22,327.58,302.19
2021-03-26,338.0,324.8,339.36,325.0
2021-03-29,324.12,320.66,341.0,341.0
2021-03-30,329.95,321.0,334.53,321.6
2021-03-31,324.0,320.21,333.75,325.1
2021-04-01,331.02,320.0,335.2,324.99
2021-04-02,337.59,331.8,338.94,333.0
2021-04-06,329.36,325.7,340.54,337.59
2021-04-07,318.86,316.89,331.0,331.0
2021-04-08,325.89,316.06,327.0,319.0
2021-04-09,316.36,316.09,324.99,322.34
2021-04-12,300.6,297.17,319.79,315.0
2021-04-13,307.39,299.13,312.99,305.11
2021-04-14,306.6,303.17,313.99,307.48
2021-04-15,303.39,300.0,312.0,303.56
2021-04-16,305.11,300.11,311.11,306.77
2021-04-19,322.96,303.0,325.5,303.23
2021-04-20,322.0,318.0,327.45,318.0
2021-04-21,336.6,315.0,338.91,315.0
2021-04-22,328.01,319.32,334.33,334.15
2021-04-23,334.0,324.01,337.3,325.0
2021-04-26,320.26,320.0,338.28,333.01
2021-04-27,320.82,317.01,326.56,320.93
2021-04-28,334.39,315.6,335.0,319.73
2021-04-29,346.23,328.0,349.11,334.3
2021-04-30,380.0,359.0,385.0,373.0
2021-05-06,377.9,365.13,382.59,375.0
2021-05-07,356.5,356.46,383.77,373.06
2021-05-10,348.22,344.0,356.5,355.0
2021-05-11,345.1,338.22,349.86,342.5
2021-05-12,352.41,343.5,356.97,345.1
2021-05-13,341.57,336.94,350.0,346.31
2021-05-14,355.68,340.02,356.0,340.02
2021-05-17,373.61,353.5,376.0,356.0
2021-05-18,367.82,364.3,373.83,373.83
2021-05-19,381.21,364.05,391.29,365.0
2021-05-20,381.0,376.0,389.98,381.2
2021-05-21,375.76,367.0,390.0,386.3
2021-05-24,373.7,364.01,377.0,375.0
2021-05-25,397.0,373.7,398.87,373.7
2021-05-26,384.0,377.67,400.96,396.99
2021-05-27,387.35,377.0,394.85,380.58
2021-05-28,375.13,370.88,392.44,385.99
2021-05-31,392.0,377.0,392.0,377.63
2021-06-01,405.5,390.0,409.98,394.0
2021-06-02,395.49,393.2,406.99,405.5
2021-06-03,384.37,382.0,398.51,395.49
2021-06-04,379.9,376.1,389.58,380.52
2021-06-07,385.0,376.62,388.88,382.98
2021-06-08,394.0,381.15,399.9,386.12
2021-06-09,412.8,391.5,414.97,392.81
2021-06-10,409.77,403.01,422.0,410.2
2021-06-11,420.77,405.0,438.0,412.51
2021-06-15,417.8,414.54,435.3,424.3
2021-06-16,387.63,380.01,420.0,419.96
2021-06-17,392.86,382.98,393.88,388.33
2021-06-18,388.79,376.0,397.03,392.16
","date,5日,10日,20日
2021-02-08,419.758,421.0763636363636,432.15804761904764
2021-02-09,420.04466666666667,421.05745454545456,431.3345714285714
2021-02-10,419.5113333333333,421.194,430.25823809523814
2021-02-18,415.90933333333334,418.9881818181818,427.7085238095238
2021-02-19,410.02333333333337,415.18854545454536,424.25423809523807
2021-02-22,397.264,407.1323636363636,418.494
2021-02-23,387.36133333333333,400.1252727272728,413.3118571428571
2021-02-24,374.0506666666667,390.3205454545455,406.48866666666663
2021-02-25,366.79466666666667,383.05381818181814,400.6316666666667
2021-02-26,354.4293333333333,372.348,392.92847619047615
2021-03-01,344.60133333333334,362.2796363636363,385.49180952380954
2021-03-02,338.4026666666667,354.0274545454546,379.0065238095238
2021-03-03,336.67199999999997,348.31709090909095,373.54623809523804
2021-03-04,330.08733333333333,340.8432727272727,366.8182380952381
2021-03-05,329.50866666666667,336.7667272727272,361.4687619047619
2021-03-08,322.1306666666667,330.01781818181826,354.46695238095236
2021-03-09,312.74399999999997,322.5436363636364,346.96328571428575
2021-03-10,309.4413333333333,318.51545454545453,341.1070476190476
2021-03-11,311.7093333333333,317.3163636363637,336.94076190476187
2021-03-12,317.27000000000004,318.6487272727273,334.1858095238095
2021-03-15,311.7633333333333,314.04836363636366,328.69780952380955
2021-03-16,307.84000000000003,310.5056363636363,323.9658095238096
2021-03-17,305.7993333333333,308.652,320.38619047619045
2021-03-18,304.7093333333333,307.76872727272723,317.5550476190475
2021-03-19,304.9526666666667,307.3761818181818,315.3359999999999
2021-03-22,304.9413333333334,306.45490909090915,313.0638095238095
2021-03-23,302.2153333333333,304.38690909090906,310.4770476190476
2021-03-24,303.036,304.1850909090909,309.2301428571428
2021-03-25,310.14066666666673,307.5163636363636,310.04333333333335
2021-03-26,320.26533333333333,313.074,312.2430952380953
2021-03-29,323.7613333333333,315.9570909090909,313.1114285714285
2021-03-30,327.78333333333336,319.3969090909091,314.5678095238095
2021-03-31,327.5586666666667,321.1885454545454,315.4734761904762
2021-04-01,328.4793333333334,323.9045454545454,317.1153809523809
2021-04-02,331.20333333333326,327.3714545454545,319.3310476190476
2021-04-06,331.21133333333336,328.80345454545454,320.7267142857143
2021-04-07,327.37,327.8445454545455,321.0225238095239
2021-04-08,326.61133333333333,327.7481818181818,321.88776190476193
2021-04-09,322.55,325.558909090909,321.76495238095237
2021-04-12,314.2126666666667,320.66527272727274,320.1579047619048
2021-04-13,310.6046666666667,317.6861818181818,319.33609523809525
2021-04-14,308.19800000000004,314.8676363636364,318.38690476190476
2021-04-15,305.53866666666664,311.88999999999993,317.0948571428571
2021-04-16,304.9526666666667,309.5998181818182,315.9725714285714
2021-04-19,311.06666666666666,311.0261818181818,316.55747619047617
2021-04-20,315.37,312.544,316.9795714285714
2021-04-21,323.566,316.85018181818185,318.70099999999996
2021-04-22,326.8986666666667,319.272,319.411
2021-04-23,330.5866666666667,322.7443636363637,320.5870476190476
2021-04-26,327.76866666666666,323.3978181818182,320.41271428571434
2021-04-27,325.31733333333335,323.7956363636364,320.37619047619046
2021-04-28,327.46799999999996,326.41654545454537,321.6477619047619
2021-04-29,333.7126666666667,330.6849090909091,324.0258095238096
2021-04-30,349.9993333333333,340.3143636363637,329.51419047619055
2021-05-06,362.51933333333335,348.20036363636365,334.5693333333333
2021-05-07,364.06333333333333,351.1965454545454,337.39442857142853
2021-05-10,360.46866666666665,352.06,339.3017142857143
2021-05-11,354.91200000000003,352.14490909090904,340.77204761904767
2021-05-12,351.86733333333336,353.2481818181818,342.8470952380952
2021-05-13,347.04866666666663,352.04581818181816,343.71809523809526
2021-05-14,349.3553333333333,353.02145454545456,345.7378095238095
2021-05-17,357.6933333333334,356.6232727272727,349.2351904761905
2021-05-18,362.40866666666665,358.4592727272727,351.8620476190476
2021-05-19,370.0726666666667,362.3372727272727,355.4573333333333
2021-05-20,375.74666666666667,366.1550909090909,358.6702380952382
2021-05-21,377.04533333333336,368.96381818181817,361.1077142857143
2021-05-24,376.3186666666667,371.0478181818181,363.093
2021-05-25,383.35266666666666,376.90490909090903,367.12066666666664
2021-05-26,384.108,379.4547272727273,369.5817142857143
2021-05-27,385.794,382.0392727272727,372.12371428571436
2021-05-28,382.98333333333335,381.5696363636364,373.18242857142855
2021-05-31,385.83799999999997,383.81363636363636,375.5891904761905
2021-06-01,391.97266666666667,388.17781818181817,379.0073333333333
2021-06-02,394.204,390.03690909090915,381.1899047619047
2021-06-03,391.9626666666667,389.61454545454546,382.2396666666666
2021-06-04,388.43000000000006,388.3181818181818,382.8329047619048
2021-06-07,386.27933333333334,387.87381818181814,383.8004285714286
2021-06-08,387.5953333333334,388.8603636363636,385.4499523809524
2021-06-09,395.94466666666665,393.3196363636364,388.6570952380953
2021-06-10,402.13000000000005,396.70436363636367,391.2880952380952
2021-06-11,410.28866666666664,401.6814545454545,394.6419523809524
2021-06-15,414.73266666666666,405.2887272727273,397.403
2021-06-16,406.93333333333334,402.9414545454545,397.0802857142857
2021-06-17,401.302,401.86999999999995,397.1613333333333
2021-06-18,395.6433333333333,400.10636363636365,396.79928571428565
"
1552,CN,technical,"2021年05月06日-2021年06月26日，豪威集团的10、20、30日加权移动平均线处于多头排列的天数占比多少？（单位：%）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",22.2222,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2021-03-22,255.55,246.31,258.0,258.0
2021-03-23,253.56,249.49,259.68,259.4
2021-03-24,245.7,245.7,253.0,251.85
2021-03-25,254.07,238.08,257.0,244.0
2021-03-26,257.91,254.0,260.98,257.23
2021-03-29,262.8,260.52,268.05,260.72
2021-03-30,259.17,258.9,267.4,262.11
2021-03-31,256.72,254.81,262.6,262.01
2021-04-01,273.3,256.36,277.48,259.0
2021-04-02,286.91,279.34,292.05,279.34
2021-04-06,286.1,280.6,291.66,291.0
2021-04-07,294.2,285.18,299.97,294.0
2021-04-08,297.47,287.33,305.88,290.0
2021-04-09,293.12,291.49,299.8,297.42
2021-04-12,289.74,286.51,302.03,294.0
2021-04-13,287.7,283.42,293.0,289.68
2021-04-14,282.85,275.1,286.7,283.0
2021-04-15,275.74,269.44,283.14,282.9
2021-04-16,279.79,276.41,284.0,281.0
2021-04-19,293.25,280.0,295.0,283.0
2021-04-20,292.01,290.56,298.85,292.11
2021-04-21,291.8,288.88,294.1,290.01
2021-04-22,295.2,287.02,296.49,292.9
2021-04-23,298.5,294.53,306.98,297.5
2021-04-26,291.26,291.26,306.66,302.0
2021-04-27,293.78,287.92,297.28,295.12
2021-04-28,298.96,292.24,301.5,296.87
2021-04-29,304.92,298.15,310.9,301.0
2021-04-30,302.51,299.08,308.88,303.0
2021-05-06,293.15,290.27,301.98,295.0
2021-05-07,264.26,264.0,296.0,293.0
2021-05-10,266.72,261.0,270.0,261.81
2021-05-11,270.95,250.72,271.38,259.6
2021-05-12,266.82,255.4,268.83,268.0
2021-05-13,264.8,258.66,266.76,259.01
2021-05-14,272.0,259.8,272.9,267.0
2021-05-17,274.84,269.83,280.88,269.83
2021-05-18,271.18,270.18,277.6,274.7
2021-05-19,277.18,266.7,277.18,269.0
2021-05-20,285.0,276.01,287.8,278.01
2021-05-21,284.07,282.55,287.98,286.08
2021-05-24,275.37,270.34,285.5,284.0
2021-05-25,295.15,275.52,297.39,278.16
2021-05-26,290.99,290.5,299.0,296.72
2021-05-27,293.0,287.08,298.33,292.68
2021-05-28,286.48,283.6,296.0,289.0
2021-05-31,300.99,288.5,300.99,289.02
2021-06-01,301.0,297.0,305.88,300.08
2021-06-02,298.0,294.0,304.0,303.77
2021-06-03,286.49,284.02,297.99,297.8
2021-06-04,286.3,280.52,292.0,285.0
2021-06-07,285.99,280.9,295.0,289.72
2021-06-08,279.0,277.08,287.77,287.1
2021-06-09,281.78,277.2,283.97,279.09
2021-06-10,285.17,279.57,286.22,281.39
2021-06-11,289.47,285.48,295.49,286.0
2021-06-15,301.0,286.8,302.88,288.86
2021-06-16,279.9,279.68,303.5,303.22
2021-06-17,296.35,277.7,301.0,279.9
2021-06-18,273.15,268.58,297.98,297.0
2021-06-21,265.96,260.3,275.99,268.5
2021-06-22,270.92,264.04,275.0,268.98
2021-06-23,292.99,272.77,297.0,273.0
2021-06-24,288.97,285.02,294.5,292.0
2021-06-25,296.6,289.93,299.49,291.54
","date,10日,20日,30日
2021-05-06,297.4610909090909,293.9620476190476,289.74554838709673
2021-05-07,291.6521818181818,291.31038095238097,288.62739784946234
2021-05-10,286.7950909090909,288.997,287.64922580645157
2021-05-11,283.16309090909084,287.21733333333333,286.91565591397847
2021-05-12,279.2210909090909,285.1706190476191,285.8613333333334
2021-05-13,275.4878181818182,283.0567619047619,284.6492688172043
2021-05-14,273.5447272727273,281.747380952381,283.88690322580646
2021-05-17,272.514,280.7832380952381,283.28797849462364
2021-05-18,271.2563636363637,279.50866666666667,282.4192258064516
2021-05-19,271.70309090909086,278.8272380952381,281.90647311827956
2021-05-20,274.0321818181818,278.90299999999996,281.88989247311827
2021-05-21,276.34036363636363,278.9294761904762,281.8174193548387
2021-05-24,276.70654545454545,278.1651904761905,281.18802150537635
2021-05-25,280.51181818181817,279.3629523809524,281.87524731182793
2021-05-26,283.12072727272727,280.1647619047619,282.2990752688172
2021-05-27,285.65563636363635,281.19376190476186,282.8571612903226
2021-05-28,286.4923636363636,281.5935238095238,282.9875913978495
2021-05-31,289.704,283.40995238095246,284.0567741935484
2021-06-01,292.442,285.2176666666667,285.0875913978495
2021-06-02,294.09236363636364,286.7583333333333,285.87053763440855
2021-06-03,293.27145454545456,287.22428571428577,285.87174193548384
2021-06-04,292.38890909090907,287.70385714285715,285.8752258064516
2021-06-07,291.40945454545454,288.04895238095236,285.87098924731185
2021-06-08,288.966,287.6365714285714,285.4282795698925
2021-06-09,287.3216363636364,287.45061904761906,285.19976344086024
2021-06-10,286.4610909090909,287.51628571428574,285.2259139784946
2021-06-11,286.5247272727273,287.8944761904762,285.5425806451613
2021-06-15,288.6303636363636,289.2875714285714,286.6123870967742
2021-06-16,286.89945454545455,288.54657142857144,286.31651612903227
2021-06-17,288.54309090909095,289.3307142857143,287.13574193548385
2021-06-18,285.9985454545455,287.8140476190476,286.47144086021507
2021-06-21,282.3892727272728,285.6690476190476,285.3862795698925
2021-06-22,280.05163636363636,284.0826666666666,284.6174623655914
2021-06-23,282.00072727272726,284.61938095238094,285.26348387096783
2021-06-24,282.96454545454543,284.7835238095238,285.602752688172
2021-06-25,285.1849090909091,285.68395238095235,286.38664516129035
"
1553,CN,technical,"在2019年09月20日至2020年03月23日，招商轮船5、20、60日加权移动平均线空头排列的天数占总天数的百分比？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",15.8333,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2019-06-28,4.36,4.28,4.4,4.4
2019-07-01,4.39,4.37,4.5,4.44
2019-07-02,4.35,4.32,4.43,4.43
2019-07-03,4.29,4.21,4.37,4.34
2019-07-04,4.34,4.27,4.41,4.27
2019-07-05,4.39,4.33,4.46,4.39
2019-07-08,4.25,4.16,4.36,4.36
2019-07-09,4.22,4.15,4.43,4.22
2019-07-10,4.14,4.08,4.21,4.17
2019-07-11,4.15,4.1,4.27,4.1
2019-07-12,4.15,4.12,4.2,4.14
2019-07-15,4.24,4.07,4.24,4.16
2019-07-16,4.24,4.19,4.26,4.22
2019-07-17,4.2,4.16,4.24,4.21
2019-07-18,4.14,4.12,4.2,4.18
2019-07-19,4.23,4.15,4.3,4.15
2019-07-22,4.16,4.11,4.25,4.21
2019-07-23,4.25,4.13,4.25,4.16
2019-07-24,4.2,4.16,4.31,4.27
2019-07-25,4.11,4.09,4.2,4.18
2019-07-26,4.24,4.09,4.28,4.11
2019-07-29,4.17,4.15,4.27,4.24
2019-07-30,4.17,4.17,4.25,4.17
2019-07-31,4.14,4.11,4.17,4.17
2019-08-01,4.12,4.1,4.14,4.12
2019-08-02,4.01,3.97,4.07,4.05
2019-08-05,4.02,3.97,4.04,4.0
2019-08-06,3.95,3.88,3.99,3.98
2019-08-07,3.93,3.9,3.98,3.97
2019-08-08,3.95,3.93,3.98,3.95
2019-08-09,3.93,3.9,4.01,3.96
2019-08-12,4.04,3.88,4.05,3.91
2019-08-13,4.02,3.97,4.07,4.02
2019-08-14,4.16,4.08,4.19,4.1
2019-08-15,4.19,4.08,4.21,4.1
2019-08-16,4.15,4.08,4.22,4.19
2019-08-19,4.3,4.2,4.32,4.23
2019-08-20,4.34,4.32,4.4,4.34
2019-08-21,4.6,4.32,4.75,4.32
2019-08-22,4.64,4.52,4.68,4.62
2019-08-23,4.7,4.61,4.72,4.63
2019-08-26,4.63,4.55,4.69,4.56
2019-08-27,4.75,4.66,4.8,4.66
2019-08-28,4.75,4.7,4.84,4.73
2019-08-29,4.7,4.68,4.76,4.75
2019-08-30,4.71,4.64,4.81,4.78
2019-09-02,4.72,4.64,4.74,4.67
2019-09-03,4.66,4.58,4.73,4.7
2019-09-04,4.77,4.62,4.77,4.65
2019-09-05,4.73,4.71,4.8,4.74
2019-09-06,4.7,4.6,4.75,4.74
2019-09-09,4.71,4.66,4.73,4.7
2019-09-10,4.67,4.66,4.73,4.73
2019-09-11,4.67,4.63,4.73,4.67
2019-09-12,4.73,4.62,4.74,4.66
2019-09-16,4.66,4.58,4.75,4.75
2019-09-17,4.93,4.67,5.06,4.67
2019-09-18,4.78,4.75,4.9,4.87
2019-09-19,4.71,4.66,4.8,4.77
2019-09-20,4.77,4.71,4.78,4.71
2019-09-23,4.83,4.69,4.88,4.72
2019-09-24,4.78,4.78,4.86,4.81
2019-09-25,4.96,4.78,4.98,4.78
2019-09-26,5.15,4.91,5.29,4.96
2019-09-27,4.79,4.76,5.26,5.22
2019-09-30,4.77,4.69,5.09,4.89
2019-10-08,5.1,5.01,5.25,5.25
2019-10-09,5.29,5.07,5.39,5.3
2019-10-10,5.82,5.42,5.82,5.56
2019-10-11,6.4,6.1,6.4,6.4
2019-10-14,7.04,6.84,7.04,7.04
2019-10-15,7.0,6.78,7.46,7.27
2019-10-16,6.59,6.43,7.28,6.74
2019-10-17,6.06,5.98,6.65,6.45
2019-10-18,5.95,5.86,6.17,6.06
2019-10-21,5.79,5.68,5.95,5.9
2019-10-22,5.83,5.69,5.85,5.79
2019-10-23,5.65,5.64,5.81,5.8
2019-10-24,5.65,5.65,5.84,5.77
2019-10-25,5.65,5.47,5.76,5.55
2019-10-28,5.58,5.48,5.62,5.52
2019-10-29,5.53,5.4,5.66,5.53
2019-10-30,5.36,5.36,5.56,5.46
2019-10-31,5.51,5.34,5.62,5.4
2019-11-01,5.49,5.4,5.51,5.45
2019-11-04,5.7,5.51,5.72,5.53
2019-11-05,5.68,5.61,5.73,5.7
2019-11-06,5.42,5.41,5.64,5.6
2019-11-07,5.37,5.26,5.41,5.38
2019-11-08,5.39,5.34,5.54,5.34
2019-11-11,5.46,5.35,5.58,5.36
2019-11-12,5.49,5.46,5.64,5.51
2019-11-13,5.6,5.54,5.68,5.59
2019-11-14,5.54,5.46,5.68,5.65
2019-11-15,5.9,5.56,5.98,5.58
2019-11-18,5.96,5.8,6.07,5.86
2019-11-19,5.95,5.86,6.02,5.9
2019-11-20,5.98,5.97,6.29,6.07
2019-11-21,6.3,6.08,6.35,6.18
2019-11-22,6.14,6.06,6.35,6.3
2019-11-25,6.48,6.22,6.55,6.24
2019-11-26,6.5,6.35,6.57,6.5
2019-11-27,6.24,6.15,6.52,6.41
2019-11-28,6.24,6.06,6.26,6.26
2019-11-29,5.94,5.88,6.21,6.18
2019-12-02,5.94,5.88,6.0,5.99
2019-12-03,5.87,5.75,5.97,5.96
2019-12-04,5.78,5.74,5.92,5.9
2019-12-05,5.97,5.78,5.97,5.82
2019-12-06,6.57,6.06,6.57,6.2
2019-12-09,6.78,6.45,6.99,6.54
2019-12-10,6.85,6.71,6.95,6.78
2019-12-11,6.89,6.82,7.19,6.91
2019-12-12,6.92,6.8,7.13,6.87
2019-12-13,6.76,6.66,7.07,7.04
2019-12-16,7.14,6.77,7.14,6.92
2019-12-17,7.06,6.97,7.27,7.09
2019-12-18,7.02,6.92,7.17,7.02
2019-12-19,7.49,7.03,7.72,7.17
2019-12-20,7.11,7.11,8.08,7.83
2019-12-23,7.04,6.98,7.44,7.16
2019-12-24,7.18,7.06,7.29,7.26
2019-12-25,7.23,7.11,7.43,7.18
2019-12-26,7.78,7.19,7.78,7.28
2019-12-27,7.64,7.57,7.96,7.79
2019-12-30,7.87,7.55,7.9,7.55
2019-12-31,8.26,7.93,8.34,7.96
2020-01-02,7.93,7.9,8.56,8.28
2020-01-03,7.96,7.73,8.1,8.06
2020-01-06,7.9,7.82,8.15,8.0
2020-01-07,7.63,7.54,7.88,7.8
2020-01-08,7.51,7.51,7.8,7.8
2020-01-09,7.6,7.47,7.7,7.52
2020-01-10,7.4,7.37,7.69,7.65
2020-01-13,7.31,7.14,7.36,7.24
2020-01-14,7.25,7.21,7.4,7.34
2020-01-15,7.14,7.04,7.24,7.21
2020-01-16,7.06,7.05,7.4,7.12
2020-01-17,6.91,6.9,7.17,7.06
2020-01-20,7.23,6.92,7.28,6.95
2020-01-21,6.81,6.78,7.26,7.18
2020-01-22,6.82,6.67,6.9,6.7
2020-01-23,6.31,6.23,6.76,6.7
2020-02-03,5.68,5.68,5.68,5.68
2020-02-04,5.23,5.11,5.3,5.11
2020-02-05,5.45,5.11,5.52,5.16
2020-02-06,5.47,5.36,5.57,5.45
2020-02-07,5.41,5.28,5.49,5.34
2020-02-10,5.57,5.35,5.63,5.36
2020-02-11,5.54,5.49,5.71,5.56
2020-02-12,5.62,5.47,5.62,5.56
2020-02-13,5.43,5.41,5.66,5.6
2020-02-14,5.45,5.4,5.56,5.45
2020-02-17,5.65,5.41,5.66,5.41
2020-02-18,5.78,5.63,5.88,5.69
2020-02-19,5.65,5.64,5.75,5.75
2020-02-20,5.89,5.66,5.89,5.66
2020-02-21,5.82,5.75,5.91,5.86
2020-02-24,5.49,5.4,5.7,5.7
2020-02-25,5.42,5.25,5.44,5.33
2020-02-26,5.41,5.29,5.49,5.32
2020-02-27,5.33,5.3,5.46,5.45
2020-02-28,5.06,5.03,5.26,5.25
2020-03-02,5.43,5.1,5.48,5.1
2020-03-03,5.4,5.35,5.64,5.52
2020-03-04,5.52,5.3,5.57,5.33
2020-03-05,5.7,5.49,5.77,5.57
2020-03-06,5.55,5.53,5.66,5.58
2020-03-09,6.11,5.9,6.11,6.11
2020-03-10,6.12,6.06,6.7,6.33
2020-03-11,6.73,6.3,6.73,6.4
2020-03-12,6.9,6.4,7.28,6.6
2020-03-13,6.67,6.61,7.23,6.61
2020-03-16,6.42,6.38,6.93,6.8
2020-03-17,6.71,6.24,6.78,6.5
2020-03-18,6.76,6.49,6.99,6.72
2020-03-19,6.34,6.13,6.9,6.75
2020-03-20,6.09,6.06,6.47,6.3
2020-03-23,5.48,5.48,5.95,5.88
","date,5日,20日,60日
2019-09-20,4.77,4.733714285714286,4.4810874316939895
2019-09-23,4.79,4.743952380952381,4.496103825136612
2019-09-24,4.782,4.748809523809523,4.5092240437158475
2019-09-25,4.843999999999999,4.770095238095239,4.528032786885246
2019-09-26,4.957333333333334,4.808476190476191,4.552737704918033
2019-09-27,4.921333333333334,4.810666666666667,4.565169398907104
2019-09-30,4.8773333333333335,4.810523809523809,4.576699453551912
2019-10-08,4.947333333333334,4.841523809523809,4.598841530054646
2019-10-09,5.059333333333333,4.888809523809523,4.626748633879781
2019-10-10,5.325999999999999,4.9835714285714285,4.671448087431695
2019-10-11,5.741333333333333,5.128571428571429,4.734245901639344
2019-10-14,6.262666666666666,5.326571428571429,4.81679781420765
2019-10-15,6.6193333333333335,5.509619047619047,4.896459016393442
2019-10-16,6.712666666666667,5.642714285714286,4.961169398907104
2019-10-17,6.542666666666666,5.7161904761904765,5.007218579234972
2019-10-18,6.319999999999999,5.772571428571428,5.04864480874317
2019-10-21,6.074,5.807904761904762,5.083836065573769
2019-10-22,5.924666666666667,5.841666666666667,5.119486338797814
2019-10-23,5.793333333333334,5.854000000000001,5.1483224043715845
2019-10-24,5.724666666666667,5.8621904761904755,5.176393442622952
2019-10-25,5.683333333333334,5.865904761904762,5.203672131147542
2019-10-28,5.638666666666667,5.858761904761904,5.227814207650273
2019-10-29,5.591333333333334,5.843285714285714,5.2495846994535516
2019-10-30,5.507333333333333,5.80804761904762,5.26503825136612
2019-10-31,5.492666666666667,5.785190476190476,5.28475956284153
2019-11-01,5.480666666666667,5.7587142857142855,5.303076502732239
2019-11-04,5.549333333333334,5.748904761904762,5.327530054644808
2019-11-05,5.603333333333333,5.7327619047619045,5.350404371584698
2019-11-06,5.560666666666666,5.6890952380952395,5.36384699453552
2019-11-07,5.497333333333334,5.640047619047619,5.3748469945355195
2019-11-08,5.45,5.595047619047618,5.385715846994536
2019-11-11,5.432666666666666,5.56152380952381,5.398092896174863
2019-11-12,5.441333333333334,5.538380952380952,5.410617486338798
2019-11-13,5.499333333333334,5.532904761904763,5.425956284153005
2019-11-14,5.525333333333333,5.526428571428571,5.438464480874317
2019-11-15,5.659999999999999,5.556714285714286,5.462021857923498
2019-11-18,5.780666666666667,5.592952380952381,5.4866120218579235
2019-11-19,5.8646666666666665,5.627428571428571,5.50988524590164
2019-11-20,5.928,5.664190476190475,5.533240437158469
2019-11-21,6.072666666666667,5.729857142857143,5.5661912568306
2019-11-22,6.113333333333333,5.777190476190476,5.592967213114755
2019-11-25,6.251333333333334,5.854571428571429,5.630071038251366
2019-11-26,6.3613333333333335,5.929571428571429,5.666857923497269
2019-11-27,6.348,5.975190476190476,5.694098360655737
2019-11-28,6.317333333333334,6.016619047619048,5.720524590163935
2019-11-29,6.190666666666668,6.025999999999999,5.736300546448088
2019-12-02,6.077333333333334,6.033238095238095,5.751398907103825
2019-12-03,5.9766666666666675,6.0326666666666675,5.76353005464481
2019-12-04,5.888000000000001,6.022619047619048,5.772081967213115
2019-12-05,5.893333333333333,6.028952380952382,5.7862513661202195
2019-12-06,6.116666666666666,6.089571428571429,5.819437158469946
2019-12-09,6.368,6.164571428571429,5.858502732240436
2019-12-10,6.586666666666667,6.2399523809523805,5.898726775956284
2019-12-11,6.753333333333332,6.312666666666667,5.939092896174862
2019-12-12,6.856,6.382095238095238,5.979229508196721
2019-12-13,6.842,6.429714285714286,6.012890710382516
2019-12-16,6.941999999999999,6.509428571428572,6.057901639344263
2019-12-17,6.991333333333333,6.575904761904762,6.098934426229508
2019-12-18,7.013333333333333,6.633285714285713,6.137491803278689
2019-12-19,7.183333333333334,6.73047619047619,6.190234972677596
2019-12-20,7.188666666666667,6.785809523809523,6.229
2019-12-23,7.147333333333333,6.829857142857142,6.264191256830601
2019-12-24,7.159333333333333,6.8845714285714275,6.302765027322404
2019-12-25,7.180000000000001,6.940809523809524,6.341666666666668
2019-12-26,7.370000000000001,7.044714285714285,6.397360655737705
2019-12-27,7.494,7.12795238095238,6.447027322404371
2019-12-30,7.659333333333334,7.225000000000001,6.502677595628416
2019-12-31,7.899333333333333,7.35,6.569420765027324
2020-01-02,7.9573333333333345,7.432190476190476,6.623617486338796
2020-01-03,7.978666666666666,7.5070000000000014,6.677355191256831
2020-01-06,7.968,7.566619047619048,6.727956284153005
2020-01-07,7.85,7.594190476190475,6.76888524590164
2020-01-08,7.708,7.606285714285715,6.805557377049181
2020-01-09,7.646,7.623809523809523,6.844901639344263
2020-01-10,7.539333333333333,7.618904761904763,6.877136612021858
2020-01-13,7.4399999999999995,7.603142857142857,6.905688524590164
2020-01-14,7.36,7.579047619047619,6.931530054644809
2020-01-15,7.268666666666666,7.543952380952379,6.9529672131147535
2020-01-16,7.175333333333333,7.500857142857143,6.971065573770493
2020-01-17,7.068,7.443285714285714,6.983475409836066
2020-01-20,7.1,7.418952380952381,7.005688524590163
2020-01-21,6.997333333333333,7.354047619047617,7.013267759562842
2020-01-22,6.927333333333333,7.291190476190477,7.020502732240438
2020-01-23,6.708666666666667,7.18147619047619,7.010311475409836
2020-02-03,6.329999999999999,7.016142857142857,6.978945355191257
2020-02-04,5.883333333333334,6.81795238095238,6.932732240437158
2020-02-05,5.6433333333333335,6.652190476190476,6.8938743169398915
2020-02-06,5.500666666666666,6.4998571428571426,6.855808743169399
2020-02-07,5.428,6.355095238095238,6.815890710382515
2020-02-10,5.468666666666667,6.237571428571429,6.781224043715848
2020-02-11,5.506666666666667,6.128571428571427,6.7454644808743165
2020-02-12,5.550666666666666,6.038428571428573,6.712245901639345
2020-02-13,5.5200000000000005,5.939761904761904,6.67271038251366
2020-02-14,5.498666666666666,5.852904761904761,6.633863387978143
2020-02-17,5.541333333333333,5.795333333333334,6.6016557377049185
2020-02-18,5.622,5.75847619047619,6.573650273224044
2020-02-19,5.6433333333333335,5.716523809523809,6.541448087431694
2020-02-20,5.742666666666667,5.705047619047618,6.517284153005464
2020-02-21,5.787999999999999,5.692857142857144,6.490857923497269
2020-02-24,5.698666666666667,5.655142857142857,6.453699453551912
2020-02-25,5.596666666666667,5.61752380952381,6.414688524590163
2020-02-26,5.515333333333333,5.587571428571429,6.375743169398907
2020-02-27,5.423333333333333,5.556666666666666,6.334759562841531
2020-02-28,5.278666666666667,5.507142857142857,6.285562841530056
2020-03-02,5.308000000000001,5.498809523809523,6.24914207650273
2020-03-03,5.331333333333333,5.4888095238095245,6.212180327868852
2020-03-04,5.396,5.489428571428571,6.179448087431695
2020-03-05,5.513333333333334,5.506857142857143,6.15284699453552
2020-03-06,5.556,5.508904761904763,6.121420765027322
2020-03-09,5.752666666666666,5.563619047619048,6.10848087431694
2020-03-10,5.907333333333335,5.616714285714286,6.095792349726776
2020-03-11,6.217333333333333,5.725142857142858,6.1033497267759556
2020-03-12,6.503333333333333,5.8444761904761915,6.116508196721311
2020-03-13,6.632666666666667,5.934904761904763,6.122098360655738
2020-03-16,6.604,5.995714285714286,6.119612021857925
2020-03-17,6.651333333333333,6.080476190476191,6.126907103825138
2020-03-18,6.676,6.165571428571429,6.1358688524590175
2020-03-19,6.558666666666667,6.205380952380953,6.131267759562842
2020-03-20,6.395333333333334,6.2192380952380955,6.118863387978141
2020-03-23,6.067333333333334,6.1737142857142855,6.086967213114753
"
1554,CN,technical,"统计浙能电力在2022年11月24日到2023年03月15日的10、20、30日加权移动平均线空头排列的天数占比（%）。（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",16.2162,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2022-10-14,3.38,3.37,3.41,3.4
2022-10-17,3.4,3.31,3.41,3.38
2022-10-18,3.36,3.35,3.41,3.4
2022-10-19,3.3,3.28,3.35,3.35
2022-10-20,3.36,3.28,3.39,3.29
2022-10-21,3.35,3.34,3.4,3.34
2022-10-24,3.39,3.33,3.43,3.35
2022-10-25,3.4,3.35,3.43,3.38
2022-10-26,3.39,3.37,3.41,3.4
2022-10-27,3.34,3.32,3.4,3.4
2022-10-28,3.27,3.26,3.37,3.35
2022-10-31,3.34,3.27,3.34,3.27
2022-11-01,3.39,3.33,3.4,3.34
2022-11-02,3.38,3.35,3.39,3.39
2022-11-03,3.37,3.34,3.37,3.36
2022-11-04,3.4,3.36,3.41,3.37
2022-11-07,3.44,3.38,3.46,3.39
2022-11-08,3.45,3.4,3.46,3.44
2022-11-09,3.43,3.42,3.45,3.43
2022-11-10,3.44,3.39,3.47,3.43
2022-11-11,3.46,3.45,3.56,3.53
2022-11-14,3.41,3.4,3.47,3.46
2022-11-15,3.44,3.4,3.44,3.42
2022-11-16,3.46,3.43,3.5,3.44
2022-11-17,3.43,3.43,3.47,3.45
2022-11-18,3.47,3.43,3.5,3.45
2022-11-21,3.52,3.45,3.53,3.48
2022-11-22,3.51,3.49,3.54,3.52
2022-11-23,3.53,3.5,3.54,3.51
2022-11-24,3.58,3.52,3.6,3.53
2022-11-25,3.57,3.54,3.59,3.57
2022-11-28,3.57,3.51,3.59,3.54
2022-11-29,3.57,3.55,3.6,3.59
2022-11-30,3.53,3.51,3.59,3.56
2022-12-01,3.52,3.51,3.57,3.54
2022-12-02,3.49,3.48,3.53,3.51
2022-12-05,3.57,3.5,3.57,3.5
2022-12-06,3.49,3.48,3.57,3.57
2022-12-07,3.49,3.44,3.51,3.48
2022-12-08,3.46,3.45,3.49,3.49
2022-12-09,3.53,3.44,3.53,3.47
2022-12-12,3.36,3.34,3.51,3.5
2022-12-13,3.39,3.35,3.39,3.37
2022-12-14,3.36,3.35,3.39,3.39
2022-12-15,3.35,3.34,3.37,3.36
2022-12-16,3.37,3.34,3.4,3.34
2022-12-19,3.3,3.29,3.39,3.36
2022-12-20,3.32,3.28,3.33,3.3
2022-12-21,3.33,3.31,3.36,3.32
2022-12-22,3.29,3.28,3.35,3.33
2022-12-23,3.31,3.28,3.36,3.28
2022-12-26,3.3,3.26,3.32,3.31
2022-12-27,3.34,3.29,3.35,3.3
2022-12-28,3.4,3.31,3.43,3.32
2022-12-29,3.39,3.37,3.41,3.39
2022-12-30,3.49,3.38,3.52,3.39
2023-01-03,3.55,3.48,3.57,3.49
2023-01-04,3.55,3.52,3.63,3.55
2023-01-05,3.58,3.53,3.61,3.56
2023-01-06,3.58,3.55,3.61,3.58
2023-01-09,3.61,3.54,3.63,3.58
2023-01-10,3.54,3.53,3.61,3.61
2023-01-11,3.51,3.5,3.56,3.55
2023-01-12,3.52,3.48,3.53,3.52
2023-01-13,3.51,3.47,3.53,3.51
2023-01-16,3.51,3.48,3.53,3.51
2023-01-17,3.5,3.48,3.52,3.51
2023-01-18,3.49,3.47,3.51,3.5
2023-01-19,3.5,3.47,3.5,3.49
2023-01-20,3.6,3.49,3.63,3.49
2023-01-30,3.57,3.5,3.6,3.57
2023-01-31,3.54,3.52,3.57,3.55
2023-02-01,3.53,3.51,3.55,3.54
2023-02-02,3.6,3.5,3.62,3.52
2023-02-03,3.59,3.55,3.6,3.58
2023-02-06,3.59,3.56,3.6,3.58
2023-02-07,3.71,3.58,3.72,3.6
2023-02-08,3.67,3.64,3.75,3.7
2023-02-09,3.66,3.62,3.67,3.66
2023-02-10,3.74,3.64,3.75,3.65
2023-02-13,3.8,3.72,3.83,3.74
2023-02-14,3.79,3.76,3.83,3.79
2023-02-15,3.77,3.75,3.8,3.8
2023-02-16,3.7,3.67,3.8,3.76
2023-02-17,3.7,3.67,3.73,3.71
2023-02-20,3.74,3.67,3.77,3.69
2023-02-21,3.78,3.73,3.79,3.75
2023-02-22,3.74,3.72,3.8,3.79
2023-02-23,3.74,3.66,3.75,3.74
2023-02-24,3.74,3.7,3.76,3.74
2023-02-27,3.72,3.68,3.74,3.74
2023-02-28,3.77,3.7,3.81,3.72
2023-03-01,3.78,3.76,3.81,3.79
2023-03-02,3.81,3.75,3.82,3.78
2023-03-03,3.87,3.79,3.88,3.81
2023-03-06,3.95,3.86,3.97,3.88
2023-03-07,3.89,3.88,4.0,3.95
2023-03-08,3.87,3.84,3.91,3.89
2023-03-09,3.85,3.82,3.89,3.88
2023-03-10,3.82,3.78,3.84,3.83
2023-03-13,3.82,3.8,3.86,3.81
2023-03-14,3.78,3.75,3.86,3.82
2023-03-15,3.86,3.71,3.88,3.8
","date,10日,20日,30日
2022-11-24,3.5036363636363634,3.4697142857142858,3.443096774193548
2022-11-25,3.5198181818181813,3.48247619047619,3.4532258064516124
2022-11-28,3.5339999999999994,3.493809523809524,3.4629462365591395
2022-11-29,3.545272727272727,3.5040476190476193,3.472301075268817
2022-11-30,3.546909090909091,3.5096190476190476,3.478623655913979
2022-12-01,3.5454545454545454,3.5135238095238095,3.4838064516129026
2022-12-02,3.536909090909091,3.5138571428571432,3.4867096774193542
2022-12-05,3.542545454545454,3.521380952380952,3.4944731182795694
2022-12-06,3.5327272727272727,3.5206666666666675,3.4966881720430107
2022-12-07,3.5232727272727273,3.519761904761904,3.498709677419355
2022-12-08,3.5090909090909093,3.5157142857142865,3.4985806451612906
2022-12-09,3.5098181818181824,3.5182380952380954,3.5027096774193547
2022-12-12,3.4803636363636365,3.5042380952380956,3.4953118279569892
2022-12-13,3.4601818181818182,3.4933333333333327,3.4898064516129033
2022-12-14,3.4378181818181814,3.4798095238095237,3.4823655913978495
2022-12-15,3.416727272727273,3.465809523809524,3.474322580645161
2022-12-16,3.4023636363636363,3.4540952380952383,3.467612903225806
2022-12-19,3.3774545454545457,3.436190476190476,3.4564516129032263
2022-12-20,3.3610909090909087,3.4212380952380954,3.446881720430107
2022-12-21,3.349636363636364,3.4081428571428574,3.4382365591397854
2022-12-22,3.3338181818181813,3.3921904761904758,3.4272258064516126
2022-12-23,3.3247272727272725,3.3795238095238096,3.417827956989248
2022-12-26,3.317818181818182,3.3671428571428574,3.40810752688172
2022-12-27,3.319272727272727,3.359857142857143,3.4012043010752686
2022-12-28,3.3325454545454543,3.3593809523809526,3.398387096774193
2022-12-29,3.343272727272727,3.3585714285714285,3.3950537634408593
2022-12-30,3.371454545454545,3.3679047619047617,3.398258064516129
2023-01-03,3.4083636363636365,3.3829523809523803,3.4052903225806452
2023-01-04,3.440727272727272,3.3980952380952387,3.4122580645161293
2023-01-05,3.474363636363636,3.415809523809524,3.4210752688172046
2023-01-06,3.5034545454545456,3.4330952380952384,3.429784946236559
2023-01-09,3.5327272727272723,3.4526666666666666,3.4404301075268813
2023-01-10,3.543818181818182,3.4651904761904757,3.4464731182795703
2023-01-11,3.545090909090909,3.4739999999999998,3.4506451612903226
2023-01-12,3.5450909090909093,3.483190476190476,3.4555913978494623
2023-01-13,3.541090909090909,3.4906666666666664,3.4599139784946225
2023-01-16,3.5349090909090912,3.4973809523809525,3.464258064516129
2023-01-17,3.526545454545454,3.5024761904761905,3.4679139784946234
2023-01-18,3.5172727272727276,3.505666666666667,3.471075268817205
2023-01-19,3.5109090909090908,3.5089999999999995,3.4748817204301075
2023-01-20,3.524181818181818,3.521047619047619,3.4851182795698925
2023-01-30,3.5316363636363635,3.5287619047619048,3.4931182795698925
2023-01-31,3.534363636363637,3.532380952380952,3.499096774193548
2023-02-01,3.5352727272727273,3.533904761904762,3.5040430107526883
2023-02-02,3.548545454545455,3.5411904761904753,3.5132043010752687
2023-02-03,3.5585454545454547,3.546571428571428,3.5212043010752687
2023-02-06,3.567090909090909,3.5509999999999997,3.52868817204301
2023-02-07,3.596,3.5663809523809533,3.5434408602150533
2023-02-08,3.6138181818181816,3.577190476190476,3.5547311827956984
2023-02-09,3.6265454545454543,3.586476190476191,3.564623655913979
2023-02-10,3.6509090909090904,3.6029999999999993,3.5789677419354837
2023-02-13,3.6836363636363636,3.624476190476191,3.5962150537634407
2023-02-14,3.710363636363637,3.6440952380952387,3.6117634408602153
2023-02-15,3.7289090909090903,3.660619047619048,3.624967741935484
2023-02-16,3.7303636363636365,3.669238095238095,3.6327311827956983
2023-02-17,3.73,3.6769999999999996,3.639849462365591
2023-02-20,3.7349090909090914,3.687666666666666,3.648881720430107
2023-02-21,3.7443636363636363,3.7010476190476185,3.6599569892473123
2023-02-22,3.745272727272727,3.7092857142857145,3.6679569892473123
2023-02-23,3.744909090909091,3.7163333333333335,3.6755483870967742
2023-02-24,3.7430909090909092,3.7222380952380956,3.682795698924731
2023-02-27,3.7376363636363634,3.7255714285714285,3.688408602150538
2023-02-28,3.742727272727273,3.732952380952381,3.6970107526881724
2023-03-01,3.75,3.7401904761904765,3.7057634408602156
2023-03-02,3.762545454545454,3.749095238095238,3.7158709677419353
2023-03-03,3.7840000000000003,3.7627142857142855,3.7292258064516126
2023-03-06,3.8169090909090913,3.7826190476190478,3.746967741935484
2023-03-07,3.8350909090909093,3.7950952380952376,3.75989247311828
2023-03-08,3.8476363636363637,3.8048095238095234,3.77068817204301
2023-03-09,3.8541818181818175,3.8116666666666665,3.779376344086022
2023-03-10,3.8532727272727274,3.8147619047619044,3.7853763440860213
2023-03-13,3.8509090909090906,3.8174761904761905,3.7909032258064514
2023-03-14,3.839454545454546,3.816285714285715,3.7933118279569897
2023-03-15,3.8423636363636366,3.822761904761905,3.800365591397849
"
1555,CN,technical,"福斯特2024年08月31日至2025年03月23日, 对于5、20、60日指数移动平均线，多头排列的天数占比？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",17.3077,hard,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2023-09-05,30.32,29.73,31.0,30.14
2023-09-06,30.2,29.72,30.44,30.0
2023-09-07,29.38,29.35,30.34,30.22
2023-09-08,29.14,28.9,29.53,29.33
2023-09-11,29.12,28.74,29.39,28.88
2023-09-12,29.33,28.77,29.55,29.05
2023-09-13,28.92,28.6,29.39,29.3
2023-09-14,28.6,28.41,29.08,28.95
2023-09-15,28.24,28.13,28.99,28.6
2023-09-18,28.59,28.0,29.07,28.3
2023-09-19,27.87,27.79,28.75,28.4
2023-09-20,27.54,27.46,28.0,27.92
2023-09-21,27.15,27.08,27.67,27.46
2023-09-22,27.44,27.03,27.47,27.11
2023-09-25,27.25,26.8,27.6,27.35
2023-09-26,27.27,27.13,27.65,27.25
2023-09-27,28.55,27.39,28.95,27.39
2023-09-28,28.56,28.44,28.97,28.48
2023-10-09,28.43,28.12,28.95,28.56
2023-10-10,27.69,27.6,28.78,28.66
2023-10-11,27.9,27.74,28.73,27.84
2023-10-12,28.65,27.67,28.88,28.02
2023-10-13,27.68,27.3,28.5,28.42
2023-10-16,26.61,26.5,27.78,27.4
2023-10-17,26.43,26.13,26.78,26.72
2023-10-18,25.69,25.65,26.42,26.26
2023-10-19,25.61,25.37,25.97,25.52
2023-10-20,27.16,25.37,27.53,25.5
2023-10-23,25.73,25.55,27.06,27.03
2023-10-24,25.4,25.25,26.07,25.88
2023-10-25,24.52,24.47,25.6,25.41
2023-10-26,24.15,23.54,24.4,24.26
2023-10-27,25.2,23.71,25.35,23.9
2023-10-30,25.75,24.85,26.0,25.21
2023-10-31,25.57,25.3,26.06,25.73
2023-11-01,25.42,24.95,25.88,25.56
2023-11-02,24.77,24.73,25.65,25.53
2023-11-03,25.12,24.77,25.46,24.8
2023-11-06,25.99,25.25,26.37,25.29
2023-11-07,25.65,25.3,25.99,25.99
2023-11-08,25.81,25.45,26.08,25.61
2023-11-09,27.15,25.76,27.46,25.76
2023-11-10,26.16,26.11,26.96,26.93
2023-11-13,26.61,25.96,26.77,26.42
2023-11-14,26.7,26.46,27.14,26.63
2023-11-15,26.97,26.92,27.58,27.38
2023-11-16,26.19,26.18,26.89,26.8
2023-11-17,25.98,25.85,26.24,26.08
2023-11-20,26.12,25.6,26.26,26.02
2023-11-21,25.69,25.6,26.36,26.1
2023-11-22,25.15,25.12,25.59,25.48
2023-11-23,25.02,24.78,25.28,25.2
2023-11-24,24.72,24.58,25.1,25.1
2023-11-27,24.24,24.19,24.65,24.6
2023-11-28,23.95,23.65,24.35,24.35
2023-11-29,23.72,23.47,24.04,23.95
2023-11-30,23.23,23.16,23.87,23.6
2023-12-01,22.7,22.54,23.28,23.2
2023-12-04,22.36,22.22,22.75,22.67
2023-12-05,21.9,21.88,22.62,22.33
2023-12-06,22.08,21.68,22.5,21.85
2023-12-07,21.95,21.5,22.06,22.02
2023-12-08,22.41,21.91,22.66,22.03
2023-12-11,22.49,21.81,22.6,22.21
2023-12-12,22.1,22.07,22.54,22.44
2023-12-13,21.53,21.5,22.05,21.96
2023-12-14,21.56,21.47,22.11,21.61
2023-12-15,21.64,21.6,22.2,21.68
2023-12-18,20.88,20.82,21.61,21.52
2023-12-19,21.4,20.81,21.66,20.85
2023-12-20,20.95,20.92,21.55,21.55
2023-12-21,21.72,20.78,22.09,20.8
2023-12-22,22.39,21.42,22.75,21.62
2023-12-25,22.65,22.28,22.91,22.39
2023-12-26,22.54,22.21,22.68,22.48
2023-12-27,22.29,22.16,22.75,22.5
2023-12-28,24.52,22.16,24.52,22.19
2023-12-29,24.27,24.0,25.19,25.19
2024-01-02,23.51,23.46,24.22,24.05
2024-01-03,23.89,23.38,24.34,23.51
2024-01-04,24.09,23.33,24.2,23.81
2024-01-05,23.35,23.15,24.31,24.01
2024-01-08,23.1,22.94,23.68,23.22
2024-01-09,23.76,22.7,24.1,23.3
2024-01-10,24.54,23.52,25.15,23.61
2024-01-11,24.64,24.26,24.9,24.49
2024-01-12,26.01,24.22,27.1,24.5
2024-01-15,25.59,25.0,26.13,25.3
2024-01-16,25.92,24.93,26.1,25.5
2024-01-17,25.25,24.91,25.7,25.68
2024-01-18,26.67,25.0,26.68,25.03
2024-01-19,25.59,25.54,27.07,26.41
2024-01-22,25.25,24.45,26.15,25.27
2024-01-23,25.98,24.53,26.27,25.3
2024-01-24,25.36,24.7,26.2,25.9
2024-01-25,24.59,23.5,25.12,25.11
2024-01-26,23.95,23.89,24.65,24.28
2024-01-29,22.45,22.44,23.9,23.89
2024-01-30,21.93,21.5,22.63,22.3
2024-01-31,22.73,21.6,23.02,21.9
2024-02-01,22.88,22.53,23.86,22.75
2024-02-02,21.71,21.02,23.1,22.88
2024-02-05,21.16,20.03,21.76,21.7
2024-02-06,23.08,20.92,23.14,21.16
2024-02-07,23.43,22.6,23.8,23.15
2024-02-08,23.6,22.8,23.74,23.45
2024-02-19,24.14,23.55,24.5,23.6
2024-02-20,23.62,23.13,24.08,23.99
2024-02-21,24.44,23.0,24.81,23.48
2024-02-22,25.5,24.99,26.73,25.21
2024-02-23,27.06,26.48,27.5,26.88
2024-02-26,26.89,26.27,27.08,26.5
2024-02-27,28.02,26.4,28.16,26.66
2024-02-28,27.23,27.18,29.45,27.71
2024-02-29,27.82,26.95,28.2,27.23
2024-03-01,27.94,27.48,28.15,27.83
2024-03-04,28.28,27.38,28.35,27.66
2024-03-05,27.59,27.04,28.2,28.2
2024-03-06,29.37,27.59,29.85,27.59
2024-03-07,28.61,28.5,29.85,29.21
2024-03-08,31.02,28.87,31.08,28.87
2024-03-11,31.5,31.05,32.9,31.59
2024-03-12,29.81,29.39,31.51,31.41
2024-03-13,29.8,29.3,30.44,29.3
2024-03-14,29.54,29.01,29.82,29.5
2024-03-15,28.78,28.19,29.45,29.08
2024-03-18,29.45,28.48,29.58,28.99
2024-03-19,29.8,29.6,30.89,29.79
2024-03-20,29.61,29.12,30.28,29.8
2024-03-21,29.12,28.73,29.84,29.51
2024-03-22,28.18,28.09,29.12,28.92
2024-03-25,27.95,27.91,28.93,28.18
2024-03-26,28.14,27.42,28.33,28.09
2024-03-27,27.56,27.56,28.39,28.1
2024-03-28,28.2,27.58,28.48,27.58
2024-03-29,28.41,27.99,28.85,28.13
2024-04-01,28.53,28.2,29.4,28.66
2024-04-02,27.67,27.33,28.32,28.17
2024-04-03,27.4,27.15,27.71,27.55
2024-04-08,26.8,26.73,27.35,27.07
2024-04-09,27.0,26.61,27.25,26.81
2024-04-10,25.75,25.48,27.01,27.01
2024-04-11,25.9,25.22,26.05,25.65
2024-04-12,25.62,25.43,26.96,26.96
2024-04-15,25.94,25.63,26.58,25.63
2024-04-16,25.0,24.75,25.84,25.84
2024-04-17,25.13,24.67,25.46,25.09
2024-04-18,24.56,24.35,25.25,25.15
2024-04-19,24.06,23.82,24.57,24.57
2024-04-22,24.42,23.78,25.0,24.18
2024-04-23,24.06,23.88,24.69,24.49
2024-04-24,23.68,23.55,24.14,24.08
2024-04-25,23.82,23.26,24.38,23.56
2024-04-26,25.0,23.61,25.09,23.71
2024-04-29,26.12,24.98,26.36,25.13
2024-04-30,27.22,26.55,27.76,27.0
2024-05-06,27.46,26.9,27.9,27.7
2024-05-07,27.52,27.14,27.96,27.43
2024-05-08,27.01,26.75,27.65,27.65
2024-05-09,27.28,27.2,28.05,27.26
2024-05-10,26.8,26.5,27.14,27.0
2024-05-13,26.65,26.21,27.3,26.49
2024-05-14,26.63,26.51,26.99,26.84
2024-05-15,26.39,26.1,26.95,26.74
2024-05-16,26.72,26.11,27.02,26.46
2024-05-17,26.06,25.14,26.4,26.4
2024-05-20,27.09,25.88,27.27,26.06
2024-05-21,26.46,26.22,27.25,27.14
2024-05-22,27.71,26.29,28.18,26.57
2024-05-23,26.75,26.56,27.67,27.5
2024-05-24,26.2,26.2,27.24,26.71
2024-05-27,25.53,24.99,26.2,26.09
2024-05-28,25.43,25.35,26.21,25.79
2024-05-29,25.68,25.66,26.88,26.0
2024-05-30,25.98,25.63,26.33,25.9
2024-05-31,25.93,25.73,26.25,25.88
2024-06-03,25.54,25.31,25.81,25.67
2024-06-04,25.5,25.2,25.68,25.59
2024-06-05,25.55,25.35,26.05,25.72
2024-06-06,24.92,24.82,25.72,25.63
2024-06-07,24.56,24.28,25.04,24.9
2024-06-11,25.29,24.2,25.34,24.46
2024-06-12,24.81,24.57,25.35,25.35
2024-06-13,24.48,24.41,25.05,24.85
2024-06-14,24.45,23.98,24.6,24.38
2024-06-17,24.1,23.63,24.29,24.16
2024-06-18,23.3,23.2,24.01,24.01
2024-06-19,22.9,22.7,23.31,23.21
2024-06-20,22.4,22.31,23.01,23.0
2024-06-21,22.31,22.17,22.81,22.79
2024-06-24,15.31,15.14,15.74,15.7
2024-06-25,15.35,15.21,15.73,15.37
2024-06-26,15.44,14.96,15.47,15.31
2024-06-27,15.02,14.96,15.45,15.31
2024-06-28,14.7,14.61,15.23,15.06
2024-07-01,14.38,14.3,14.89,14.75
2024-07-02,13.87,13.81,14.4,14.37
2024-07-03,13.51,13.37,13.94,13.94
2024-07-04,13.3,13.21,13.6,13.58
2024-07-05,13.62,13.15,13.71,13.35
2024-07-08,13.38,13.31,13.88,13.55
2024-07-09,13.29,13.03,13.65,13.42
2024-07-10,13.62,13.05,14.05,13.23
2024-07-11,14.5,13.82,14.75,13.85
2024-07-12,15.23,14.52,15.66,14.52
2024-07-15,14.71,14.53,15.08,14.7
2024-07-16,15.03,14.56,15.12,14.65
2024-07-17,14.57,14.5,15.3,15.09
2024-07-18,14.31,13.91,14.46,14.46
2024-07-19,14.55,14.02,14.65,14.25
2024-07-22,14.27,14.18,14.65,14.46
2024-07-23,13.72,13.7,14.25,14.25
2024-07-24,13.44,13.41,13.8,13.72
2024-07-25,14.78,13.36,14.78,13.44
2024-07-26,15.45,14.67,15.79,14.78
2024-07-29,15.02,14.84,15.5,15.5
2024-07-30,14.88,14.51,15.15,14.9
2024-07-31,15.52,14.73,15.67,14.8
2024-08-01,15.15,15.12,15.59,15.44
2024-08-02,14.8,14.74,15.39,15.13
2024-08-05,14.64,14.57,15.3,14.75
2024-08-06,16.1,15.0,16.1,15.0
2024-08-07,16.49,15.92,16.74,16.23
2024-08-08,16.35,16.1,16.63,16.41
2024-08-09,15.91,15.88,16.48,16.28
2024-08-12,16.25,15.6,16.38,16.16
2024-08-13,15.77,15.45,16.08,15.87
2024-08-14,15.41,15.22,16.25,16.02
2024-08-15,15.58,15.16,15.96,15.3
2024-08-16,15.06,15.05,15.52,15.48
2024-08-19,14.9,14.72,15.09,15.0
2024-08-20,14.5,14.36,14.97,14.86
2024-08-21,14.15,14.11,14.5,14.5
2024-08-22,13.7,13.64,14.25,14.19
2024-08-23,13.97,13.53,14.25,13.68
2024-08-26,14.06,13.8,14.5,13.8
2024-08-27,14.68,13.92,15.11,14.05
2024-08-28,14.8,14.43,14.91,14.59
2024-08-29,15.18,14.58,15.48,14.74
2024-08-30,15.39,15.02,15.55,15.05
2024-09-02,15.15,15.1,15.72,15.25
2024-09-03,15.33,14.9,15.68,15.12
2024-09-04,15.32,15.15,15.7,15.25
2024-09-05,15.11,15.1,15.63,15.31
2024-09-06,14.3,14.29,15.11,15.11
2024-09-09,14.16,14.08,14.49,14.3
2024-09-10,14.11,13.95,14.28,14.2
2024-09-11,14.4,13.98,14.6,14.03
2024-09-12,14.43,14.35,15.23,14.4
2024-09-13,14.06,14.04,14.54,14.4
2024-09-18,13.78,13.64,14.2,14.15
2024-09-19,14.06,13.69,14.3,13.93
2024-09-20,13.91,13.37,14.03,13.95
2024-09-23,13.55,13.48,13.99,13.88
2024-09-24,14.46,13.52,14.58,13.69
2024-09-25,14.06,14.0,14.97,14.68
2024-09-26,14.83,13.77,14.83,14.06
2024-09-27,16.05,15.08,16.1,15.1
2024-09-30,17.66,16.28,17.66,16.93
2024-10-08,18.8,17.2,19.43,19.43
2024-10-09,16.92,16.92,18.1,18.1
2024-10-10,16.3,16.16,17.29,17.15
2024-10-11,15.66,15.35,16.25,16.25
2024-10-14,15.84,15.23,15.96,15.89
2024-10-15,15.37,15.36,15.94,15.5
2024-10-16,15.25,14.9,15.48,15.07
2024-10-17,15.45,15.15,15.66,15.28
2024-10-18,15.97,15.38,16.28,15.48
2024-10-21,16.78,15.97,17.16,16.08
2024-10-22,17.74,16.5,17.98,16.65
2024-10-23,18.2,17.44,19.51,17.59
2024-10-24,18.06,17.78,18.61,18.0
2024-10-25,19.87,18.0,19.87,18.05
2024-10-28,19.18,18.7,19.87,19.87
2024-10-29,18.26,18.2,20.1,19.56
2024-10-30,18.27,17.74,18.42,17.87
2024-10-31,18.64,18.34,18.99,18.53
2024-11-01,17.62,17.27,18.15,18.06
2024-11-04,17.63,17.37,18.0,17.44
2024-11-05,17.89,17.5,17.97,17.54
2024-11-06,18.17,17.78,18.43,17.91
2024-11-07,17.8,17.35,17.89,17.62
2024-11-08,17.61,17.58,18.31,17.92
2024-11-11,18.44,17.41,18.44,17.48
2024-11-12,18.03,17.87,19.0,18.35
2024-11-13,18.19,17.67,18.3,18.03
2024-11-14,17.61,17.58,18.35,18.3
2024-11-15,16.75,16.73,17.78,17.55
2024-11-18,16.49,16.25,16.99,16.68
2024-11-19,17.29,16.51,17.31,16.58
2024-11-20,17.09,16.85,17.3,17.29
2024-11-21,17.05,16.88,17.48,17.36
2024-11-22,16.3,16.29,17.0,16.96
2024-11-25,16.48,16.18,16.57,16.25
2024-11-26,16.39,16.3,16.87,16.53
2024-11-27,17.44,16.41,17.7,16.55
2024-11-28,17.31,17.22,17.67,17.27
2024-11-29,17.47,17.11,17.62,17.36
2024-12-02,17.35,16.66,17.39,17.13
2024-12-03,17.25,17.2,17.89,17.69
2024-12-04,16.62,16.52,17.27,17.2
2024-12-05,16.36,16.22,16.68,16.62
2024-12-06,16.5,15.86,16.57,16.37
2024-12-09,16.46,16.23,16.6,16.39
2024-12-10,16.37,16.34,16.9,16.9
2024-12-11,16.38,16.22,16.48,16.31
2024-12-12,16.31,16.13,16.4,16.39
2024-12-13,15.78,15.75,16.26,16.22
2024-12-16,15.46,15.35,15.76,15.75
2024-12-17,15.5,15.44,15.86,15.44
2024-12-18,15.67,15.43,15.75,15.51
2024-12-19,15.56,15.26,15.57,15.51
2024-12-20,15.58,15.42,15.7,15.5
2024-12-23,15.51,15.47,15.8,15.53
2024-12-24,15.91,15.51,15.92,15.52
2024-12-25,15.7,15.63,16.03,16.0
2024-12-26,15.36,15.26,15.78,15.71
2024-12-27,15.21,15.08,15.33,15.32
2024-12-30,15.19,15.08,15.4,15.11
2024-12-31,14.8,14.8,15.33,15.18
2025-01-02,14.42,14.35,14.8,14.8
2025-01-03,14.16,14.05,14.6,14.52
2025-01-06,14.3,14.08,14.43,14.16
2025-01-07,14.28,14.06,14.33,14.2
2025-01-08,14.13,13.93,14.31,14.2
2025-01-09,13.99,13.96,14.23,14.1
2025-01-10,13.58,13.58,14.0,13.97
2025-01-13,13.4,13.36,13.58,13.48
2025-01-14,14.05,13.33,14.05,13.41
2025-01-15,14.48,13.89,14.78,14.08
2025-01-16,14.5,14.26,14.73,14.4
2025-01-17,14.31,14.27,14.63,14.5
2025-01-20,14.27,14.22,14.48,14.36
2025-01-21,13.9,13.82,14.4,14.36
2025-01-22,13.7,13.61,13.87,13.81
2025-01-23,13.68,13.67,14.08,13.85
2025-01-24,14.46,13.65,14.7,13.75
2025-01-27,14.56,14.33,14.68,14.35
2025-02-05,14.55,14.3,14.65,14.48
2025-02-06,14.78,14.33,14.97,14.5
2025-02-07,15.44,14.71,15.89,14.74
2025-02-10,15.08,14.85,15.39,15.39
2025-02-11,14.68,14.54,15.07,15.05
2025-02-12,14.81,14.6,14.86,14.68
2025-02-13,14.61,14.6,14.9,14.83
2025-02-14,14.61,14.45,14.79,14.59
2025-02-17,14.77,14.47,14.93,14.61
2025-02-18,14.35,14.35,14.95,14.77
2025-02-19,14.38,14.0,14.38,14.32
2025-02-20,14.11,14.06,14.3,14.3
2025-02-21,14.15,13.85,14.2,14.1
2025-02-24,14.35,14.0,14.43,14.1
2025-02-25,14.54,14.12,14.77,14.25
2025-02-26,15.29,14.7,15.72,14.7
2025-02-27,15.14,14.92,15.37,15.3
2025-02-28,14.86,14.73,15.25,15.15
2025-03-03,15.03,14.82,15.5,14.82
2025-03-04,15.3,14.9,15.38,14.98
2025-03-05,14.9,14.83,15.31,15.29
2025-03-06,15.15,14.8,15.26,15.0
2025-03-07,15.38,14.84,15.57,15.05
2025-03-10,15.44,15.18,15.59,15.34
2025-03-11,15.2,14.99,15.35,15.2
2025-03-12,14.89,14.85,15.27,15.22
2025-03-13,14.67,14.6,14.94,14.85
2025-03-14,14.97,14.64,15.02,14.65
2025-03-17,15.08,15.01,15.45,15.01
2025-03-18,15.19,14.99,15.21,15.08
2025-03-19,14.86,14.8,15.18,15.18
2025-03-20,14.7,14.68,14.89,14.84
2025-03-21,14.54,14.52,14.87,14.67
","date,5日,20日,60日
2023-12-05,22.726306101905223,24.416651586060034,26.223603705036837
2023-12-06,22.510870734603483,24.194113339768602,26.0877478458553
2023-12-07,22.32391382306899,23.980388259790637,25.952083982056763
2023-12-08,22.352609215379328,23.83082747314391,25.835950081005723
2023-12-11,22.39840614358622,23.703129618558776,25.726246799661272
2023-12-12,22.29893742905748,23.550450607267464,25.60735346196746
2023-12-13,22.04262495270499,23.358026739908656,25.473669741902953
2023-12-14,21.881749968469997,23.186786098012593,25.345352701184822
2023-12-15,21.801166645646667,23.03947313629711,25.223865727375482
2023-12-18,21.49411109709778,22.83380902807834,25.081443900248416
2023-12-19,21.46274073139852,22.697255787308972,24.960740821551745
2023-12-20,21.291827154265683,22.530850474231926,24.829241122484472
2023-12-21,21.434551436177124,22.45362661954317,24.727298790599733
2023-12-22,21.75303429078475,22.447566941491438,24.650666043366954
2023-12-25,22.052022860523167,22.466846280397018,24.58507043538771
2023-12-26,22.214681907015446,22.473813301311587,24.518018945702867
2023-12-27,22.2397879380103,22.456307272615245,24.44496914420441
2023-12-28,22.9998586253402,22.652849437128076,24.44742917226328
2023-12-29,23.423239083560134,22.806863776449212,24.441611822353007
2024-01-02,23.45215938904009,22.873829131073094,24.411067172439793
2024-01-03,23.598106259360062,22.970607309066132,24.393983002851602
2024-01-04,23.762070839573376,23.07721613677412,24.3840163470204
2024-01-05,23.62471389304892,23.10319555231944,24.350114171708253
2024-01-08,23.449809262032616,23.102891214003304,24.30912682181618
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2024-12-19,15.694398544898547,16.33255121463417,16.654772681909176
2024-12-20,15.656265696599032,16.260879670383297,16.61953423332199
2024-12-23,15.607510464399356,16.189367320822985,16.58315606173766
2024-12-24,15.70834030959957,16.162760909316034,16.561085371188884
2024-12-25,15.705560206399714,16.118688441762124,16.532853063936788
2024-12-26,15.590373470933143,16.046432399689543,16.494398865119187
2024-12-27,15.46358231395543,15.966772171147682,16.452287426918556
2024-12-30,15.37238820930362,15.892793869133618,16.410900953904832
2024-12-31,15.181592139535748,15.788718262549464,16.35808452918664
2025-01-02,14.927728093023834,15.658364142306658,16.29454077413134
2025-01-03,14.671818728682556,15.51566279542031,16.224555830717197
2025-01-06,14.547879152455039,15.399885386332661,16.16145563954614
2025-01-07,14.458586101636694,15.29322963525336,16.09976856939709
2025-01-08,14.34905740109113,15.182445860467325,16.03518599335128
2025-01-09,14.229371600727422,15.068879588041865,15.968130714880745
2025-01-10,14.012914400484949,14.927081532037878,15.889831347179737
2025-01-13,13.808609600323301,14.781645195653319,15.808197532518106
2025-01-14,13.889073066882203,14.711964700829194,15.750551711779806
2025-01-15,14.086048711254803,14.689872824559746,15.708894278606698
2025-01-16,14.22403247416987,14.6717896984112,15.669258400619592
2025-01-17,14.252688316113248,14.637333536657753,15.624692551418947
2025-01-20,14.258458877408833,14.602349390309396,15.580276402192096
2025-01-21,14.138972584939223,14.535458972184692,15.525185372612027
2025-01-22,13.992648389959482,14.455891451024247,15.465343229247697
2025-01-23,13.88843225997299,14.381997027117174,15.406807385665806
2025-01-24,14.078954839981995,14.389425881677443,15.375764520562008
2025-01-27,14.239303226654664,14.405671035803401,15.349018142838663
2025-02-05,14.342868817769777,14.419416651441173,15.322820826680017
2025-02-06,14.488579211846519,14.453757922732489,15.305023422526572
2025-02-07,14.805719474564347,14.54768573961511,15.309448884083078
2025-02-10,14.897146316376233,14.598382335842242,15.301925969850846
2025-02-11,14.82476421091749,14.606155446714409,15.281534954445899
2025-02-12,14.819842807278327,14.62556921369399,15.26607479200505
2025-02-13,14.74989520485222,14.62408643143742,15.24456414308685
2025-02-14,14.70326346990148,14.622744866538618,15.223758761346296
2025-02-17,14.725508979934322,14.63676916496351,15.208881424908713
2025-02-18,14.600339319956216,14.609457815919367,15.180721378190395
2025-02-19,14.526892879970811,14.587604690593713,15.154468218249725
2025-02-20,14.387928586647208,14.542118529584789,15.120223358634979
2025-02-21,14.308619057764806,14.50477390771957,15.08841275671252
2025-02-24,14.32241270517654,14.490033535555803,15.064202502394076
2025-02-25,14.394941803451026,14.494792246455251,15.047015535102467
2025-02-26,14.693294535634017,14.570526318221418,15.054982238869599
2025-02-27,14.842196357089346,14.624761906962236,15.057769706447644
2025-02-28,14.848130904726231,14.647165534870595,15.05128545377723
2025-03-03,14.908753936484155,14.683625960121013,15.050587570046828
2025-03-04,15.039169290989438,14.742328249633298,15.058765026766604
2025-03-05,14.992779527326293,14.75734460681108,15.053559616052944
2025-03-06,15.045186351550864,14.794740358543358,15.056721595854485
2025-03-07,15.156790901033911,14.850479372015418,15.06732088779368
2025-03-10,15.25119393402261,14.906624193728236,15.079539875079133
2025-03-11,15.234129289348408,14.9345647467065,15.083489387371621
2025-03-12,15.119419526232273,14.930320485115406,15.077145473031567
2025-03-13,14.969613017488182,14.905528057961558,15.063796441128892
2025-03-14,14.96974201165879,14.9116682429176,15.060721147977123
2025-03-17,15.006494674439192,14.927699838830208,15.061353241486069
2025-03-18,15.067663116292795,14.952680806560664,15.06557116799472
2025-03-19,14.998442077528532,14.943854063078696,15.058831129699811
2025-03-20,14.898961385019021,14.92062986659501,15.047066174627686
2025-03-21,14.779307590012682,14.884379403109772,15.03044105414809
"
1556,CN,technical,今世缘从2025年09月06日到2025年11月19日，10、20、30日指数移动平均线呈空头排列的天数比例是多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,74.6377,hard,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2025-03-17,55.8,54.8,57.36,56.48
2025-03-18,54.99,54.58,56.0,55.99
2025-03-19,53.73,53.65,55.06,54.82
2025-03-20,52.18,51.9,53.91,53.74
2025-03-21,52.15,51.82,52.76,52.01
2025-03-24,51.69,50.8,52.15,51.96
2025-03-25,52.68,50.7,52.87,51.67
2025-03-26,52.58,52.01,52.9,52.46
2025-03-27,53.9,52.33,54.07,52.46
2025-03-28,53.16,53.01,54.45,53.91
2025-03-31,52.88,52.17,53.1,53.0
2025-04-01,51.99,51.8,53.2,52.8
2025-04-02,52.0,51.28,52.33,51.97
2025-04-03,52.52,51.28,53.12,51.58
2025-04-07,51.31,49.28,52.48,50.88
2025-04-08,54.01,50.57,54.46,51.31
2025-04-09,55.55,52.14,55.55,53.8
2025-04-10,53.44,52.2,55.0,54.68
2025-04-11,51.74,50.4,52.93,52.9
2025-04-14,49.95,49.93,51.48,51.1
2025-04-15,50.98,49.74,51.16,49.95
2025-04-16,50.95,50.1,51.4,51.0
2025-04-17,50.93,50.16,51.07,50.44
2025-04-18,50.35,50.2,51.1,51.0
2025-04-21,49.19,49.1,50.42,50.42
2025-04-22,49.01,48.86,49.51,49.11
2025-04-23,48.6,48.5,49.34,49.11
2025-04-24,48.77,48.4,49.15,48.6
2025-04-25,48.7,48.41,48.98,48.65
2025-04-28,48.05,47.95,48.81,48.62
2025-04-29,46.27,45.96,47.85,47.5
2025-04-30,47.4,46.9,48.29,46.98
2025-05-06,46.79,46.48,47.79,47.64
2025-05-07,47.49,47.14,47.98,47.48
2025-05-08,48.33,47.1,48.4,47.23
2025-05-09,48.65,48.01,49.19,48.28
2025-05-12,48.34,47.92,48.75,48.66
2025-05-13,48.21,47.82,48.68,48.58
2025-05-14,48.51,47.5,49.12,48.11
2025-05-15,47.68,47.56,48.48,48.15
2025-05-16,47.13,46.93,47.74,47.5
2025-05-19,46.16,45.45,46.29,46.07
2025-05-20,46.05,46.0,46.66,46.0
2025-05-21,46.02,45.97,46.4,46.08
2025-05-22,46.0,45.88,46.2,45.88
2025-05-23,45.2,45.2,46.42,46.0
2025-05-26,44.71,44.49,45.14,45.03
2025-05-27,44.87,44.48,45.11,44.71
2025-05-28,44.67,44.43,45.0,44.88
2025-05-29,44.54,44.15,44.84,44.75
2025-05-30,44.09,43.96,44.59,44.39
2025-06-03,43.85,42.97,44.15,43.87
2025-06-04,43.83,43.63,44.15,43.78
2025-06-05,43.83,43.29,44.01,43.85
2025-06-06,43.07,42.5,43.3,42.84
2025-06-09,42.7,42.42,43.02,42.98
2025-06-10,41.78,41.65,42.73,42.7
2025-06-11,41.99,41.64,42.38,41.64
2025-06-12,40.95,40.9,41.98,41.85
2025-06-13,39.28,39.15,40.8,40.75
2025-06-16,39.16,37.96,39.22,38.95
2025-06-17,38.5,38.45,39.34,39.0
2025-06-18,38.72,38.36,40.88,39.8
2025-06-19,38.09,38.0,38.87,38.21
2025-06-20,39.39,38.09,39.64,38.1
2025-06-23,38.65,38.53,39.1,39.0
2025-06-24,38.95,38.63,39.18,38.75
2025-06-25,39.27,38.52,39.27,39.08
2025-06-26,39.0,38.94,39.49,39.12
2025-06-27,38.69,38.67,38.98,38.94
2025-06-30,38.93,38.45,39.23,38.68
2025-07-01,38.62,38.51,38.83,38.77
2025-07-02,38.69,38.32,38.83,38.59
2025-07-03,38.91,38.58,39.27,38.59
2025-07-04,38.71,38.66,39.0,38.82
2025-07-07,38.5,38.47,38.89,38.84
2025-07-08,38.98,38.39,39.09,38.5
2025-07-09,38.9,38.82,39.36,38.85
2025-07-10,39.1,38.59,39.29,38.8
2025-07-11,39.48,38.94,39.94,39.01
2025-07-14,39.57,39.05,39.8,39.4
2025-07-15,38.8,38.69,39.37,39.28
2025-07-16,39.17,38.7,39.47,38.7
2025-07-17,39.0,38.7,39.24,39.17
2025-07-18,39.5,38.92,39.53,39.07
2025-07-21,39.7,39.31,39.75,39.56
2025-07-22,41.18,39.63,41.5,39.7
2025-07-23,40.71,40.53,41.69,41.23
2025-07-24,41.02,40.5,41.12,40.56
2025-07-25,40.19,40.13,41.05,41.02
2025-07-28,39.99,39.82,40.1,40.1
2025-07-29,40.04,39.6,40.08,39.87
2025-07-30,40.05,39.88,40.57,40.05
2025-07-31,39.29,39.22,40.04,39.98
2025-08-01,39.32,39.18,39.5,39.24
2025-08-04,39.21,38.91,39.23,39.2
2025-08-05,39.58,39.26,39.6,39.26
2025-08-06,39.45,39.13,39.63,39.61
2025-08-07,39.44,39.28,39.58,39.45
2025-08-08,39.29,39.22,39.5,39.31
2025-08-11,39.89,39.24,40.1,39.26
2025-08-12,39.82,39.68,40.35,39.86
2025-08-13,39.77,39.58,40.09,39.95
2025-08-14,39.91,39.73,40.29,39.8
2025-08-15,39.83,39.51,39.99,39.8
2025-08-18,40.3,39.9,40.58,39.9
2025-08-19,41.12,40.2,41.4,40.3
2025-08-20,42.89,40.71,43.58,40.89
2025-08-21,42.16,42.05,42.89,42.89
2025-08-22,42.49,41.9,42.49,42.21
2025-08-25,44.3,42.33,44.7,42.62
2025-08-26,44.55,43.3,45.6,43.58
2025-08-27,43.0,43.0,44.55,44.55
2025-08-28,42.71,41.75,43.36,42.75
2025-08-29,43.29,42.93,44.15,42.93
2025-09-01,42.9,42.62,43.4,43.0
2025-09-02,42.4,42.31,43.44,42.93
2025-09-03,42.38,41.74,43.68,42.55
2025-09-04,42.88,41.73,42.9,42.0
2025-09-05,43.07,42.41,43.14,42.89
2025-09-08,43.42,42.68,43.58,43.0
2025-09-09,42.93,42.5,43.33,43.25
2025-09-10,42.74,42.43,43.3,42.72
2025-09-11,43.02,42.23,43.15,42.59
2025-09-12,42.45,42.35,43.48,42.9
2025-09-15,41.93,41.83,42.42,42.28
2025-09-16,42.16,41.76,42.26,41.93
2025-09-17,41.83,41.72,42.35,42.12
2025-09-18,40.96,40.89,41.83,41.81
2025-09-19,41.26,40.4,41.26,40.99
2025-09-22,40.1,40.03,41.06,41.03
2025-09-23,39.6,39.29,40.24,40.13
2025-09-24,39.8,39.48,40.04,39.5
2025-09-25,39.26,39.23,39.99,39.8
2025-09-26,39.1,38.99,39.53,39.21
2025-09-29,39.71,38.77,40.0,39.1
2025-09-30,39.3,39.21,39.6,39.6
2025-10-09,39.06,38.58,39.44,39.19
2025-10-10,39.0,38.89,39.28,38.9
2025-10-13,38.65,38.32,38.75,38.52
2025-10-14,39.45,38.8,39.67,38.85
2025-10-15,40.3,39.13,40.43,39.44
2025-10-16,40.22,39.86,40.35,40.09
2025-10-17,39.58,39.52,40.16,40.12
2025-10-20,39.34,39.2,39.7,39.62
2025-10-21,39.21,39.13,39.56,39.33
2025-10-22,38.98,38.97,39.34,39.03
2025-10-23,39.18,38.79,39.19,38.98
2025-10-24,38.75,38.71,39.2,39.09
2025-10-27,38.74,38.55,38.9,38.75
2025-10-28,38.68,38.61,38.95,38.72
2025-10-29,38.04,37.87,38.61,38.61
2025-10-30,38.25,37.82,38.46,37.91
2025-10-31,38.82,37.9,39.2,38.0
2025-11-03,38.79,38.25,38.89,38.64
2025-11-04,38.13,37.96,38.73,38.73
2025-11-05,38.17,37.7,38.2,37.89
2025-11-06,38.1,38.08,38.38,38.11
2025-11-07,37.79,37.77,38.25,37.98
2025-11-10,39.22,37.7,39.36,37.81
2025-11-11,38.94,38.57,39.18,39.03
2025-11-12,39.16,38.96,39.75,39.01
2025-11-13,39.28,38.8,39.34,39.06
2025-11-14,38.9,38.85,39.75,39.11
2025-11-17,38.52,38.25,38.84,38.8
2025-11-18,38.32,38.16,38.64,38.37
2025-11-19,38.05,38.0,38.39,38.3
","date,10日,20日,30日
2025-04-28,49.48657954986886,50.66807353839996,51.50538012474782
2025-04-29,48.901746904438156,50.24920939188568,51.16761366508668
2025-04-30,48.62870201272212,49.97785611646799,50.92454181572624
2025-05-06,48.29439255586355,49.67425077204247,50.657797182453585
2025-05-07,48.148139363888355,49.4662268889908,50.453423170682385
2025-05-08,48.181204934090474,49.35801480432501,50.31642812741256
2025-05-09,48.26644040061947,49.290584822960724,50.20891663532143
2025-05-12,48.27981487323411,49.2000529350597,50.0883413685265
2025-05-13,48.26712125991882,49.105762179339735,49.96715805442802
2025-05-14,48.311281030842665,49.04902292416452,49.87314785736815
2025-05-15,48.196502661598544,48.9186397885298,49.73165444721538
2025-05-16,48.002593086762445,48.74829314200315,49.56380577320148
2025-05-19,47.66757616189654,48.50178903324095,49.34420540073687
2025-05-20,47.37347140518808,48.26828531578943,49.13167602004417
2025-05-21,47.127385695153876,48.05416290476186,48.93092272842842
2025-05-22,46.92240647785317,47.85852834240359,48.74183093949756
2025-05-23,46.60924166369805,47.60533516693658,48.51332571759449
2025-05-26,46.263924997571124,47.329588960561665,48.26794986484646
2025-05-27,46.01048408892182,47.09534239288912,48.04872729292089
2025-05-28,45.766759709117856,46.86435740309016,47.83074488692599
2025-05-29,45.54371248927825,46.64299003136729,47.618438765188834
2025-05-30,45.27940112759129,46.39984812361802,47.390797554531495
2025-06-03,45.01951001348379,46.157005445178214,47.16235900262624
2025-06-04,44.80323546557764,45.93538587897077,46.947368099231
2025-06-05,44.62628356274534,45.73487293811641,46.74624757669997
2025-06-06,44.343322914973456,45.48107551543866,46.509070313687076
2025-06-09,44.04453693043283,45.216211180634986,46.2633238418363
2025-06-10,43.6328029430814,44.888952972955465,45.974077142362994
2025-06-11,43.33411149888478,44.61286221362637,45.717039907371834
2025-06-12,42.90063668090573,44.264018193281004,45.40948894560591
2025-06-13,42.24233910255923,43.789349793920906,45.0140380458894
2025-06-16,41.68191381118482,43.34845933735701,44.63635817196105
2025-06-17,41.103384027333036,42.886701305227774,44.240464096350664
2025-06-18,40.67004147690884,42.48987260949179,43.88430512239256
2025-06-19,40.20094302656178,42.07083712287353,43.51047898546401
2025-06-20,40.053498839914184,41.81551930164748,43.244641631563105
2025-06-23,39.798317232657055,41.51404127291915,42.9482131392042
2025-06-24,39.64407773581032,41.26984686597447,42.69026390441684
2025-06-25,39.57606360202662,41.07938525969119,42.469601717035104
2025-06-26,39.47132476529451,40.88134856829203,42.24575644496832
2025-06-27,39.32926571705914,40.67264870464518,42.016352803357464
2025-06-30,39.256671950321106,40.50668216134564,41.81723326765699
2025-07-01,39.140913413899085,40.32699814597939,41.610960153614606
2025-07-02,39.058929156826515,40.17109356064802,41.42251111144593
2025-07-03,39.031851128312596,40.05098941201487,41.2604136203849
2025-07-04,38.97333274134667,39.92327613468012,41.09587080616652
2025-07-07,38.88727224292,39.787726026615346,40.92839527028482
2025-07-08,38.90413183511636,39.71079973836627,40.80269234962128
2025-07-09,38.90338059236793,39.63358071566472,40.67993800448443
2025-07-10,38.93912957557376,39.58276350464903,40.578006520324145
2025-07-11,39.03746965274216,39.57297650420627,40.50716738998065
2025-07-14,39.13429335224358,39.572693027615195,40.44670497772384
2025-07-15,39.07351274274475,39.49910321546137,40.340465946902945
2025-07-16,39.09105588042752,39.467760052084095,40.264952014844695
2025-07-17,39.07450026580433,39.42321147569513,40.18334220743536
2025-07-18,39.151863853839906,39.43052466848607,40.13925561340727
2025-07-21,39.251524971323555,39.45618898577311,40.11091654157455
2025-07-22,39.602156794719264,39.62036146331853,40.17988966792458
2025-07-23,39.803582832043034,39.7241365620501,40.21409033451009
2025-07-24,40.02474958985339,39.84755212756914,40.266084506477185
2025-07-25,40.05479511897095,39.88016621065779,40.26117582863995
2025-07-28,40.04301418824896,39.89062657154752,40.24368061388898
2025-07-29,40.042466154021874,39.90485261235252,40.23053992912196
2025-07-30,40.043835944199714,39.918676173080854,40.21889219175926
2025-07-31,39.90677486343613,39.85880225183506,40.15896366325866
2025-08-01,39.80008852462956,39.80748775166029,40.10483697530649
2025-08-04,39.69279970196964,39.75058415626407,40.04710555754478
2025-08-05,39.672290665247885,39.734338046143684,40.01696971512254
2025-08-06,39.631874180657356,39.70725823222524,39.98039102382432
2025-08-07,39.59698796599238,39.68180506725141,39.945527086803395
2025-08-08,39.54117197217558,39.644490298941754,39.90323501668705
2025-08-11,39.60459524996183,39.667872175233015,39.902381144642725
2025-08-12,39.64375974996877,39.682360539496536,39.89706623208513
2025-08-13,39.66671252270172,39.69070715478258,39.88886841066028
2025-08-14,39.71094660948322,39.71159218766043,39.89023173900478
2025-08-15,39.73259268048627,39.72286912216896,39.88634582035932
2025-08-18,39.83575764767058,39.77783396767668,39.91303318678775
2025-08-19,40.06925625718502,39.90565930408842,39.99090201344661
2025-08-20,40.582118755878646,40.18988222750857,40.17794059322425
2025-08-21,40.8690062548098,40.37751249155537,40.3058153936614
2025-08-22,41.163732390298925,40.578701778073906,40.446730529554216
2025-08-25,41.73396286479003,40.93311113254306,40.69532855990556
2025-08-26,42.245969616646384,41.27757673896753,40.94401703991166
2025-08-27,42.383066049983405,41.44161704954205,41.07666110185284
2025-08-28,42.44250858635006,41.562415425776145,41.182037804959116
2025-08-29,42.59659793428641,41.72694728998794,41.318035365929504
2025-09-01,42.65176194623433,41.83866659570337,41.42009760038567
2025-09-02,42.605987046919,41.8921269199221,41.48331711003821
2025-09-03,42.56489849293372,41.93859102278666,41.541167619068005
2025-09-04,42.622189676036676,42.0282490206165,41.62754390170878
2025-09-05,42.70360973493909,42.1274633996054,41.720605585469514
2025-09-08,42.833862510404714,42.250562123452504,41.83024393479407
2025-09-09,42.85134205396749,42.3152704926475,41.9011959390009
2025-09-10,42.83109804415522,42.35572092191917,41.9553123300331
2025-09-11,42.865443854308815,42.418985596022104,42.02400185712774
2025-09-12,42.789908608070846,42.421939348781905,42.0514856082808
2025-09-15,42.6335615884216,42.37508798223125,42.043647827101395
2025-09-16,42.54745948143585,42.35460341249494,42.051154418901305
2025-09-17,42.41701230299297,42.30464118273352,42.03688639187541
2025-09-18,42.15210097517606,42.17658011771128,41.967409850464094
2025-09-19,41.98990079787132,42.08928677316735,41.92177050527287
2025-09-22,41.646282470985625,41.89983089000855,41.80423692428752
2025-09-23,41.274231112624605,41.68079937667441,41.66202809046252
2025-09-24,41.0061890921474,41.50167562651494,41.54189724591656
2025-09-25,40.68870016630242,41.28818270970399,41.394678068760655
2025-09-26,40.399845590611065,41.07978435639885,41.246634322389
2025-09-29,40.27441911959087,40.94932870340848,41.14749662417036
2025-09-30,40.097252006937985,40.79224977927434,41.02830329357873
2025-10-09,39.90866073294926,40.627273609819646,40.901315984315595
2025-10-10,39.74344969059485,40.4722951707892,40.778650436940396
2025-10-13,39.54464065594124,40.298743249761664,40.641318150686175
2025-10-14,39.52743326395192,40.21791055930817,40.564458915158035
2025-10-15,39.66789994323339,40.22572860127882,40.54739704966397
2025-10-16,39.768281771736405,40.225183020204646,40.52627465936307
2025-10-17,39.73404872232978,40.16373701828039,40.46522468133965
2025-10-20,39.662403500088004,40.08528587368227,40.39262954060806
2025-10-21,39.58014831825382,40.00192531428395,40.31633086056884
2025-10-22,39.47103044220766,39.90459909387596,40.230115966338595
2025-10-23,39.41811581635172,39.835589656363965,40.162366549155465
2025-10-24,39.29664021337868,39.73220016528168,40.071246126629305
2025-10-27,39.195432901855284,39.63770491144533,39.98535927975
2025-10-28,39.10171782879068,39.54649491987911,39.90114255202419
2025-10-29,38.90867822355601,39.403019213223956,39.78106883899037
2025-10-30,38.78891854654582,39.29320785958358,39.682290204216805
2025-10-31,38.794569719901126,39.24814044438514,39.626658578138304
2025-11-03,38.79373886173728,39.204508021110364,39.57268060535519
2025-11-04,38.67305906869414,39.102173923861756,39.47960443726776
2025-11-05,38.58159378347702,39.01339545492254,39.39511382841177
2025-11-06,38.494031277390285,38.92640541159658,39.3115580975465
2025-11-07,38.366025590592045,38.81817632477786,39.213393058995116
2025-11-10,38.52129366502985,38.85644524622759,39.2138193132535
2025-11-11,38.597422089569875,38.864402841824955,39.19615355110812
2025-11-12,38.69970898237535,38.89255495212734,39.19382106393985
2025-11-13,38.805216440125285,38.92945448049616,39.19938099529857
2025-11-14,38.82244981464796,38.926649291877474,39.18006609237608
2025-11-17,38.76745893925742,38.88792078788914,39.13748118319053
2025-11-18,38.686102768483345,38.83383309380446,39.084740461694366
2025-11-19,38.57044771966819,38.75918232296594,39.0179830125528
"
1557,CN,technical,2025年08月29日-2025年10月14日，中泰证券的10、20、30日指数移动平均线处于空头排列的天数占比多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.7288,hard,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2025-03-07,6.32,6.3,6.41,6.41
2025-03-10,6.28,6.25,6.32,6.31
2025-03-11,6.33,6.22,6.33,6.23
2025-03-12,6.34,6.31,6.42,6.34
2025-03-13,6.32,6.26,6.39,6.34
2025-03-14,6.48,6.31,6.52,6.33
2025-03-17,6.46,6.45,6.51,6.5
2025-03-18,6.46,6.43,6.5,6.5
2025-03-19,6.49,6.44,6.53,6.44
2025-03-20,6.51,6.48,6.54,6.48
2025-03-21,6.48,6.43,6.55,6.5
2025-03-24,6.36,6.28,6.41,6.39
2025-03-25,6.44,6.36,6.49,6.4
2025-03-26,6.6,6.48,6.66,6.55
2025-03-27,6.61,6.52,6.66,6.57
2025-03-28,6.62,6.55,6.64,6.58
2025-03-31,6.42,6.4,6.62,6.59
2025-04-01,6.43,6.38,6.49,6.41
2025-04-02,6.45,6.4,6.48,6.44
2025-04-03,6.45,6.39,6.49,6.41
2025-04-07,5.81,5.81,6.23,6.23
2025-04-08,5.93,5.82,5.98,5.9
2025-04-09,5.98,5.75,6.05,5.87
2025-04-10,6.18,6.02,6.22,6.08
2025-04-11,6.14,6.11,6.19,6.14
2025-04-14,6.13,6.11,6.18,6.18
2025-04-15,6.12,6.07,6.14,6.14
2025-04-16,6.07,5.99,6.1,6.09
2025-04-17,6.05,6.03,6.1,6.06
2025-04-18,6.11,6.03,6.12,6.05
2025-04-21,6.12,6.07,6.14,6.08
2025-04-22,6.12,6.1,6.15,6.12
2025-04-23,6.1,6.08,6.17,6.14
2025-04-24,6.07,6.04,6.12,6.1
2025-04-25,6.11,6.07,6.14,6.08
2025-04-28,6.04,6.02,6.12,6.12
2025-04-29,6.08,6.03,6.11,6.03
2025-04-30,6.1,6.07,6.15,6.07
2025-05-06,6.16,6.1,6.17,6.14
2025-05-07,6.17,6.15,6.34,6.3
2025-05-08,6.18,6.14,6.2,6.15
2025-05-09,6.09,6.09,6.18,6.17
2025-05-12,6.19,6.1,6.21,6.11
2025-05-13,6.18,6.16,6.24,6.24
2025-05-14,6.32,6.15,6.4,6.19
2025-05-15,6.24,6.22,6.32,6.29
2025-05-16,6.16,6.14,6.24,6.23
2025-05-19,6.18,6.14,6.21,6.16
2025-05-20,6.19,6.15,6.21,6.19
2025-05-21,6.17,6.17,6.21,6.19
2025-05-22,6.15,6.11,6.17,6.17
2025-05-23,6.07,6.06,6.17,6.14
2025-05-26,6.08,6.04,6.09,6.07
2025-05-27,6.1,6.06,6.12,6.08
2025-05-28,6.07,6.06,6.11,6.1
2025-05-29,6.1,6.05,6.12,6.07
2025-05-30,6.09,6.06,6.11,6.08
2025-06-03,6.17,6.06,6.17,6.08
2025-06-04,6.28,6.15,6.28,6.16
2025-06-05,6.31,6.27,6.32,6.28
2025-06-06,6.25,6.25,6.33,6.33
2025-06-09,6.32,6.28,6.36,6.28
2025-06-10,6.25,6.22,6.34,6.34
2025-06-11,6.31,6.25,6.38,6.25
2025-06-12,6.28,6.25,6.32,6.28
2025-06-13,6.19,6.18,6.28,6.27
2025-06-16,6.26,6.17,6.27,6.17
2025-06-17,6.29,6.23,6.3,6.26
2025-06-18,6.21,6.18,6.29,6.28
2025-06-19,6.11,6.09,6.22,6.2
2025-06-20,6.07,6.07,6.14,6.11
2025-06-23,6.2,6.04,6.21,6.06
2025-06-24,6.33,6.2,6.35,6.22
2025-06-25,6.52,6.32,6.54,6.33
2025-06-26,6.43,6.4,6.53,6.52
2025-06-27,6.43,6.42,6.61,6.43
2025-06-30,6.43,6.38,6.48,6.42
2025-07-01,6.4,6.36,6.45,6.44
2025-07-02,6.43,6.38,6.49,6.4
2025-07-03,6.46,6.43,6.48,6.44
2025-07-04,6.46,6.41,6.54,6.46
2025-07-07,6.51,6.44,6.53,6.46
2025-07-08,6.59,6.5,6.61,6.53
2025-07-09,6.59,6.55,6.63,6.58
2025-07-10,6.67,6.56,6.7,6.58
2025-07-11,6.79,6.67,6.87,6.69
2025-07-14,6.71,6.68,6.8,6.8
2025-07-15,6.69,6.64,6.77,6.77
2025-07-16,6.67,6.63,6.72,6.72
2025-07-17,6.68,6.64,6.7,6.68
2025-07-18,6.71,6.66,6.72,6.69
2025-07-21,6.77,6.69,6.77,6.72
2025-07-22,6.77,6.69,6.8,6.77
2025-07-23,6.75,6.74,6.88,6.78
2025-07-24,6.88,6.72,6.88,6.73
2025-07-25,6.87,6.84,6.92,6.9
2025-07-28,6.89,6.82,6.97,6.87
2025-07-29,6.92,6.75,6.92,6.87
2025-07-30,6.84,6.79,6.93,6.91
2025-07-31,6.68,6.65,6.83,6.79
2025-08-01,6.67,6.64,6.73,6.68
2025-08-04,6.71,6.63,6.72,6.68
2025-08-05,6.82,6.72,6.82,6.73
2025-08-06,6.83,6.77,6.85,6.81
2025-08-07,6.89,6.81,6.91,6.83
2025-08-08,6.84,6.81,6.88,6.87
2025-08-11,6.89,6.84,6.92,6.87
2025-08-12,6.88,6.82,6.9,6.9
2025-08-13,7.05,6.83,7.07,6.9
2025-08-14,6.96,6.94,7.14,7.04
2025-08-15,7.17,6.92,7.21,6.93
2025-08-18,7.27,7.1,7.42,7.26
2025-08-19,7.19,7.15,7.27,7.24
2025-08-20,7.24,7.11,7.24,7.16
2025-08-21,7.18,7.15,7.29,7.26
2025-08-22,7.32,7.14,7.32,7.17
2025-08-25,7.36,7.28,7.44,7.38
2025-08-26,7.28,7.25,7.35,7.32
2025-08-27,7.12,7.12,7.33,7.28
2025-08-28,7.22,7.04,7.23,7.13
2025-08-29,7.21,7.16,7.27,7.23
2025-09-01,7.11,7.06,7.23,7.19
2025-09-02,7.04,7.0,7.12,7.11
2025-09-03,6.86,6.84,7.07,7.06
2025-09-04,6.87,6.78,6.9,6.84
2025-09-05,6.94,6.8,6.95,6.89
2025-09-08,6.91,6.87,6.96,6.94
2025-09-09,6.9,6.88,6.95,6.9
2025-09-10,6.89,6.87,6.93,6.9
2025-09-11,7.06,6.86,7.08,6.88
2025-09-12,6.99,6.98,7.06,7.06
2025-09-15,6.97,6.97,7.02,6.98
2025-09-16,7.0,6.91,7.02,6.98
2025-09-17,7.04,6.96,7.07,6.99
2025-09-18,6.88,6.82,7.03,7.02
2025-09-19,6.82,6.76,6.87,6.86
2025-09-22,6.83,6.77,6.83,6.8
2025-09-23,6.75,6.67,6.83,6.79
2025-09-24,6.87,6.71,6.9,6.72
2025-09-25,6.8,6.8,6.89,6.87
2025-09-26,6.81,6.79,6.87,6.81
2025-09-29,7.03,6.78,7.12,6.79
2025-09-30,6.95,6.92,7.02,6.97
2025-10-09,7.15,6.9,7.18,6.93
2025-10-10,7.14,7.09,7.2,7.11
2025-10-13,7.1,6.94,7.13,7.0
2025-10-14,7.07,7.01,7.17,7.13
","date,10日,20日,30日
2025-04-18,6.13183442244609,6.207380692539017,6.248243759206314
2025-04-21,6.129682709274073,6.199058721821015,6.239969968289778
2025-04-22,6.127922216678787,6.191529319742823,6.232229970335599
2025-04-23,6.122845450009916,6.182812241672078,6.223699004507496
2025-04-24,6.113237186371749,6.172068218655689,6.213782939700561
2025-04-25,6.1126486070314305,6.1661569597361,6.207087266171493
2025-04-28,6.0994397693893525,6.154142011189805,6.196307442547527
2025-04-29,6.095905265864015,6.147080867266967,6.188803736576719
2025-04-30,6.096649762979649,6.1425969751463025,6.183074463249189
2025-05-06,6.10816798789244,6.14425440608475,6.181585788200854
2025-05-07,6.119410171911996,6.146706367410012,6.180838317994348
2025-05-08,6.130426504291632,6.149877189561439,6.180784232962455
2025-05-09,6.123076230784062,6.144174600079397,6.174927185674554
2025-05-12,6.135244188823323,6.148538923881359,6.175899625308454
2025-05-13,6.143381609037265,6.151535216845039,6.176164165611135
2025-05-14,6.175494043757762,6.167579481907416,6.18544389686203
2025-05-15,6.187222399438169,6.17447667410671,6.188963645451577
2025-05-16,6.182272872267593,6.173097943239405,6.187095023164379
2025-05-19,6.181859622764394,6.17375528197851,6.186637279734419
2025-05-20,6.1833396913526855,6.175302397980556,6.186854229428973
2025-05-21,6.180914292924924,6.174797407696694,6.185766859788394
2025-05-22,6.175293512393119,6.172435749820818,6.1834593204472075
2025-05-23,6.156149237412551,6.162679964123597,6.176139364289323
2025-05-26,6.1423039215193596,6.154805681826112,6.169936824657754
2025-05-27,6.134612299424931,6.149586093080767,6.1654247714540285
2025-05-28,6.1228646086203975,6.142006465168313,6.159268334586027
2025-05-29,6.118707407053052,6.138005849437997,6.155444571064349
2025-05-30,6.113487878497952,6.133433863777236,6.1512223406731
2025-06-03,6.123762809680143,6.136916352941308,6.152433802565159
2025-06-04,6.15216957155648,6.1505433669468985,6.16066387981902
2025-06-05,6.1808660130916655,6.165729712951956,6.170298468217793
2025-06-06,6.193435828893181,6.173755454575579,6.175440502526323
2025-06-09,6.216447496367148,6.187683506520762,6.1847669217181735
2025-06-10,6.222547951573121,6.193618410661641,6.188975507413776
2025-06-11,6.238448324014372,6.204702371551009,6.196783539193532
2025-06-12,6.246003174193576,6.211873574260437,6.202152343116531
2025-06-13,6.235820778885653,6.209790376711824,6.201368320979981
2025-06-16,6.240217000906442,6.214572245596413,6.205151009949015
2025-06-17,6.249268455287089,6.221755841253898,6.2106251383394016
2025-06-18,6.2421287361439814,6.220636237324955,6.210584806833634
2025-06-19,6.2181053295723485,6.210099452817817,6.204095464457271
2025-06-20,6.191177087831921,6.196756647787549,6.195444144169705
2025-06-23,6.192781253680662,6.197065538474448,6.195738070352305
2025-06-24,6.2177301166478145,6.209725963381644,6.204400130329575
2025-06-25,6.272688277257302,6.239275871631011,6.224761412243796
2025-06-26,6.301290408665065,6.25744007433282,6.238002611453875
2025-06-27,6.324692152544143,6.273874352967789,6.250389539747174
2025-06-30,6.343839033899753,6.288743462208953,6.2619773113763895
2025-07-01,6.354050118645253,6.299339322950958,6.27088200096501
2025-07-02,6.367859187982479,6.311783196955629,6.281147678322107
2025-07-03,6.384612062894755,6.325899082959855,6.2926865377851975
2025-07-04,6.398318960550254,6.33867059886844,6.303480954702282
2025-07-07,6.418624604086571,6.354987684690493,6.316804764076329
2025-07-08,6.449783766979921,6.377369809958065,6.334430263168178
2025-07-09,6.475277627529026,6.397620304247773,6.35091863328636
2025-07-10,6.510681695251021,6.423561227652747,6.371504527913047
2025-07-11,6.5614668415690165,6.458460158352485,6.398504235789626
2025-07-14,6.588472870374649,6.482416333747487,6.418600736706424
2025-07-15,6.606932348488349,6.502186206723917,6.436110366596333
2025-07-16,6.61839919421774,6.518168472750211,6.451200020364312
2025-07-17,6.629599340723606,6.533580999154953,6.465961309373066
2025-07-18,6.644217642410222,6.5503828087592435,6.481705741026417
2025-07-21,6.667087161971999,6.5712987317345535,6.500305370637616
2025-07-22,6.685798587067998,6.590222662045548,6.517705024144867
2025-07-23,6.697471571237453,6.605439551374543,6.532691796780682
2025-07-24,6.730658558285189,6.631588165529348,6.5550987776335425
2025-07-25,6.755993365869699,6.654294054526553,6.575414985528154
2025-07-28,6.7803582084388445,6.676742239809738,6.595710792913434
2025-07-29,6.805747625086328,6.699909645542144,6.6166326772416
2025-07-30,6.811975329616086,6.71325158406194,6.631043472258272
2025-07-31,6.787979815140433,6.710084766532232,6.634201957919029
2025-08-01,6.766528939660354,6.706267169719638,6.636511509021028
2025-08-04,6.756250950631198,6.706622677365386,6.641252701987413
2025-08-05,6.767841686880071,6.7174205176163015,6.652784785730161
2025-08-06,6.779143198356421,6.728142373081416,6.664218025360474
2025-08-07,6.799298980473435,6.7435573851688995,6.678784604369476
2025-08-08,6.8066991658419,6.7527423961051944,6.689185597635961
2025-08-11,6.821844772052463,6.7658145488570804,6.702141365530416
2025-08-12,6.832418449861106,6.776689353727835,6.713616116141358
2025-08-13,6.871978731704541,6.802718939087089,6.735318302196755
2025-08-14,6.887982598667351,6.817698087745461,6.749813895603417
2025-08-15,6.939258489818742,6.851250650817322,6.776922676532229
2025-08-18,6.999393309851698,6.891131541215673,6.808734116755956
2025-08-19,7.034049071696844,6.919595203957037,6.833331915674927
2025-08-20,7.07149469502469,6.950109946437319,6.859568566276545
2025-08-21,7.091222932292927,6.972004237252812,6.880241562000639
2025-08-22,7.1328187627851225,7.005146690847782,6.90861307412963
2025-08-25,7.174124442278737,7.038942244100374,6.937734811282557
2025-08-26,7.193374543682603,7.061900125614624,6.959816436361103
2025-08-27,7.180033717558493,7.06743344698466,6.970150859821677
2025-08-28,7.1873003143660394,7.081963594890883,6.986270159188021
2025-08-29,7.191427529935851,7.094157538234609,7.000704342466213
2025-09-01,7.176622524492968,7.095666344117027,7.007755675210329
2025-09-02,7.151782065494246,7.090364787534453,7.009835954229017
2025-09-03,7.098730780858928,7.068425283959743,7.000169118472307
2025-09-04,7.057143366157304,7.049527637868339,6.991771110828933
2025-09-05,7.035844572310522,7.03909643426183,6.988431039162551
2025-09-08,7.012963740981336,7.026801535760703,6.983370972119806
2025-09-09,6.992424878984729,7.014725199021589,6.97799219972498
2025-09-10,6.973802173714779,7.00284660863858,6.972315283613692
2025-09-11,6.989474505766637,7.00828978876824,6.977972362090227
2025-09-12,6.989570050172702,7.006547904123646,6.978748338729568
2025-09-15,6.98601185923221,7.003067151349964,6.978183929779274
2025-09-16,6.988555157553626,7.002775041697587,6.979591418180611
2025-09-17,6.9979087652711485,7.0063202758216265,6.983488746039927
2025-09-18,6.976470807949121,6.994289773362424,6.976812052747029
2025-09-19,6.94802157014019,6.977690747327907,6.966695146118189
2025-09-22,6.926563102841974,6.963624961868106,6.9578761044331445
2025-09-23,6.89446072050707,6.943279727404477,6.944464742856813
2025-09-24,6.890013316778511,6.936300705746907,6.9396605658983095
2025-09-25,6.873647259182418,6.923319686151963,6.930650206808096
2025-09-26,6.86207503024016,6.912527335089871,6.922866322497897
2025-09-29,6.892606842923767,6.923715207938455,6.929778172659323
2025-09-30,6.903041962392173,6.926218521468127,6.931082806681302
2025-10-09,6.947943423775413,6.9475310432330675,6.9452064965728315
2025-10-10,6.982862801270792,6.965861420068014,6.957773819374585
2025-10-13,7.004160473767011,6.978636522918679,6.9669497019955795
2025-10-14,7.016131296718463,6.987337806450233,6.973598108318446
"
1558,CN,technical,在2020年09月07日至2021年02月16日，宝信软件5、10、20日指数移动平均线多头排列的天数占总天数的百分比？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,50.2994,hard,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2020-05-14,54.0,54.0,55.15,54.87
2020-05-15,55.7,54.13,56.52,54.13
2020-05-18,55.8,54.01,57.25,55.88
2020-05-19,56.92,55.33,57.55,55.85
2020-05-20,54.95,54.56,57.36,56.78
2020-05-21,54.91,54.82,56.4,55.36
2020-05-22,54.07,53.61,55.93,55.15
2020-05-25,54.36,53.8,56.3,54.35
2020-05-26,56.66,54.45,57.4,55.06
2020-05-27,54.51,54.31,57.13,56.67
2020-05-28,55.79,54.76,56.65,55.41
2020-05-29,56.59,55.05,56.59,55.56
2020-06-01,57.35,56.35,58.29,56.58
2020-06-02,54.45,54.1,57.6,57.43
2020-06-03,55.66,53.81,55.8,54.9
2020-06-04,55.31,55.01,56.19,55.2
2020-06-05,55.63,54.92,56.49,55.67
2020-06-08,53.84,53.55,56.42,56.4
2020-06-09,55.35,52.6,56.09,54.03
2020-06-10,54.97,54.61,55.98,55.41
2020-06-11,55.13,54.6,56.22,55.59
2020-06-12,54.05,53.0,54.55,53.8
2020-06-15,52.56,52.56,54.73,53.89
2020-06-16,54.53,53.0,55.18,53.17
2020-06-17,53.67,53.24,55.25,55.0
2020-06-18,53.55,52.36,54.35,53.95
2020-06-19,55.2,53.71,55.99,53.8
2020-06-22,55.9,55.01,56.73,55.68
2020-06-23,60.41,55.66,60.78,55.92
2020-06-24,58.58,58.12,60.68,60.0
2020-06-29,57.93,57.5,58.77,58.25
2020-06-30,59.08,58.26,59.32,58.58
2020-07-01,57.21,56.01,59.6,59.28
2020-07-02,56.35,56.07,57.48,56.99
2020-07-03,56.07,54.79,56.66,56.39
2020-07-06,57.8,55.58,58.06,56.58
2020-07-07,60.09,57.17,61.47,57.95
2020-07-08,66.1,63.0,66.1,65.68
2020-07-09,68.3,66.92,69.3,67.3
2020-07-10,72.01,67.01,74.27,67.66
2020-07-13,72.74,70.01,73.39,70.96
2020-07-14,71.95,70.68,72.5,71.9
2020-07-15,70.07,69.15,72.66,71.58
2020-07-16,67.8,67.16,72.99,70.83
2020-07-17,69.63,68.61,71.43,69.3
2020-07-20,70.21,65.48,71.15,70.5
2020-07-21,71.0,69.0,71.81,69.88
2020-07-22,71.78,70.27,73.75,70.27
2020-07-23,72.38,70.1,72.9,71.2
2020-07-24,70.49,69.7,73.88,72.38
2020-07-27,68.8,68.0,72.38,70.51
2020-07-28,70.2,69.01,71.69,69.01
2020-07-29,73.39,70.53,73.45,70.99
2020-07-30,70.15,69.5,74.34,74.3
2020-07-31,71.25,69.7,72.68,70.0
2020-08-03,71.8,71.03,72.7,71.67
2020-08-04,70.93,70.35,73.2,71.99
2020-08-05,78.02,71.38,78.02,72.5
2020-08-06,73.98,73.0,76.98,76.8
2020-08-07,72.15,71.48,74.56,73.0
2020-08-10,69.78,68.58,71.34,71.34
2020-08-11,68.28,68.06,70.7,70.0
2020-08-12,66.84,65.0,68.88,68.54
2020-08-13,66.67,66.0,68.44,67.09
2020-08-14,67.82,66.4,68.46,66.49
2020-08-17,67.4,66.01,68.38,68.24
2020-08-18,68.24,67.06,68.41,67.87
2020-08-19,66.69,66.5,68.89,68.0
2020-08-20,67.0,65.66,67.68,66.95
2020-08-21,66.41,66.0,68.5,68.5
2020-08-24,69.88,66.9,70.69,66.93
2020-08-25,68.75,68.61,70.27,70.05
2020-08-26,69.39,68.08,69.98,68.3
2020-08-27,70.93,68.0,71.89,69.12
2020-08-28,71.82,70.01,71.85,70.93
2020-08-31,69.52,69.51,72.48,72.29
2020-09-01,69.6,68.38,69.95,69.34
2020-09-02,71.36,69.06,71.85,69.8
2020-09-03,71.6,71.03,72.48,71.79
2020-09-04,69.79,69.18,72.01,70.69
2020-09-07,69.16,68.7,71.5,70.12
2020-09-08,67.1,66.68,69.42,69.21
2020-09-09,67.2,63.82,68.09,66.5
2020-09-10,66.1,65.83,69.1,67.0
2020-09-11,68.62,66.0,68.8,66.01
2020-09-14,70.4,68.66,71.73,68.66
2020-09-15,70.49,70.0,70.95,70.0
2020-09-16,70.15,69.59,71.3,70.1
2020-09-17,69.6,69.01,70.9,70.37
2020-09-18,69.7,68.97,70.59,69.75
2020-09-21,68.43,68.26,71.05,70.46
2020-09-22,67.42,67.42,69.09,68.25
2020-09-23,69.19,67.66,69.49,68.18
2020-09-24,69.14,68.74,70.18,68.74
2020-09-25,70.42,68.8,72.89,69.85
2020-09-28,71.24,70.23,72.17,71.0
2020-09-29,72.37,70.88,73.34,71.49
2020-09-30,72.34,71.57,73.4,72.72
2020-10-09,74.5,72.7,74.93,73.82
2020-10-12,74.65,74.05,75.4,75.31
2020-10-13,75.54,73.01,75.76,74.7
2020-10-14,68.9,68.0,73.94,73.8
2020-10-15,68.93,66.6,70.2,68.9
2020-10-16,70.24,68.3,71.11,68.63
2020-10-19,67.03,67.01,70.99,70.88
2020-10-20,68.29,67.0,68.33,67.38
2020-10-21,66.95,66.05,68.29,68.01
2020-10-22,66.1,65.5,67.09,66.78
2020-10-23,61.94,61.35,66.57,65.8
2020-10-26,62.09,61.4,63.94,61.97
2020-10-27,62.7,61.48,63.1,62.05
2020-10-28,64.82,62.12,65.65,63.13
2020-10-29,64.46,63.12,64.98,64.07
2020-10-30,63.53,63.21,65.39,64.97
2020-11-02,61.95,61.87,63.96,63.96
2020-11-03,62.33,61.38,63.07,62.79
2020-11-04,63.0,61.7,63.36,62.16
2020-11-05,65.25,63.16,65.7,63.78
2020-11-06,63.7,63.01,65.25,65.25
2020-11-09,65.23,63.71,66.5,64.05
2020-11-10,63.21,63.0,65.46,65.46
2020-11-11,61.63,61.48,64.14,62.75
2020-11-12,59.88,59.31,62.97,61.94
2020-11-13,60.91,58.61,60.98,59.57
2020-11-16,64.04,59.59,64.49,60.48
2020-11-17,61.1,60.0,64.3,64.17
2020-11-18,60.41,59.69,61.79,61.25
2020-11-19,62.72,60.0,63.21,61.32
2020-11-20,62.27,62.08,63.49,62.82
2020-11-23,62.12,61.21,62.74,62.74
2020-11-24,61.86,60.8,62.32,61.7
2020-11-25,60.15,60.08,62.21,62.21
2020-11-26,60.2,59.53,60.91,60.4
2020-11-27,59.98,59.62,60.97,60.24
2020-11-30,60.49,59.25,62.41,60.76
2020-12-01,60.41,59.75,61.18,60.87
2020-12-02,59.89,59.5,60.9,60.85
2020-12-03,62.12,59.33,62.35,60.0
2020-12-04,61.77,61.46,62.44,62.0
2020-12-07,63.98,61.83,64.46,62.1
2020-12-08,64.06,63.28,64.78,64.1
2020-12-09,62.43,62.26,64.85,63.96
2020-12-10,64.1,62.11,64.24,62.21
2020-12-11,63.18,62.91,64.68,64.1
2020-12-14,61.42,61.0,63.7,63.7
2020-12-15,63.69,61.01,64.04,61.6
2020-12-16,63.74,63.05,64.49,64.0
2020-12-17,63.1,62.63,64.46,63.35
2020-12-18,62.8,62.56,63.75,63.42
2020-12-21,64.35,62.41,64.75,62.85
2020-12-22,64.67,63.74,66.99,63.9
2020-12-23,65.67,64.01,65.85,65.15
2020-12-24,66.2,65.48,67.25,65.67
2020-12-25,63.35,63.09,66.25,65.67
2020-12-28,65.47,63.25,66.15,63.74
2020-12-29,65.37,64.3,65.83,64.9
2020-12-30,65.94,65.0,66.19,65.0
2020-12-31,68.98,65.48,69.5,65.48
2021-01-04,69.8,68.49,70.75,69.5
2021-01-05,69.45,68.19,70.28,69.61
2021-01-06,66.73,66.06,70.2,70.03
2021-01-07,63.98,62.5,67.4,67.12
2021-01-08,64.1,63.31,64.9,63.42
2021-01-11,61.92,61.3,64.7,64.69
2021-01-12,62.5,61.7,62.8,62.47
2021-01-13,60.5,60.06,62.98,62.5
2021-01-14,62.9,60.58,64.25,61.5
2021-01-15,61.29,61.06,63.0,63.0
2021-01-18,62.9,60.14,63.45,61.29
2021-01-19,63.48,62.52,64.19,62.73
2021-01-20,65.08,62.84,65.26,63.48
2021-01-21,66.08,64.7,66.79,65.67
2021-01-22,62.37,62.25,66.78,66.07
2021-01-25,64.8,62.26,65.38,62.37
2021-01-26,64.35,63.49,65.76,64.67
2021-01-27,66.5,63.88,66.66,64.04
2021-01-28,65.7,65.09,67.71,65.47
2021-01-29,66.58,64.8,67.02,65.25
2021-02-01,63.8,62.66,66.48,65.0
2021-02-02,67.64,63.51,67.68,63.51
2021-02-03,67.76,66.7,68.98,67.65
2021-02-04,66.19,65.02,68.0,67.42
2021-02-05,67.35,65.88,69.27,66.0
2021-02-08,66.63,65.61,68.6,68.01
2021-02-09,69.08,65.43,69.15,66.63
2021-02-10,66.6,66.51,68.65,68.6
","date,5日,10日,20日
2020-06-10,55.06595064804812,55.19103405822195,55.12234065753221
2020-06-11,55.08730043203209,55.17993695672705,55.123070118719625
2020-06-12,54.741533621354726,54.974493873685766,55.02087296455585
2020-06-15,54.01435574756982,54.53549498756108,54.78650411078863
2020-06-16,54.18623716504655,54.534495898913605,54.76207514785638
2020-06-17,54.01415811003104,54.37731482638385,54.65806799091767
2020-06-18,53.85943874002069,54.22689394885951,54.55253770606837
2020-06-19,54.30629249334713,54.403822321794145,54.61420078168091
2020-06-22,54.83752832889809,54.67585462692248,54.73665785009225
2020-06-23,56.69501888593206,55.718426512936574,55.27697615008346
2020-06-24,57.323345923954705,56.23871260149355,55.591549850075516
2020-06-29,57.525563949303134,56.546219401222,55.81425938816356
2020-06-30,58.04370929953542,57.00690678281799,56.125282303576554
2020-07-01,57.76580619969029,57.04383282230563,56.228588750854975
2020-07-02,57.29387079979353,56.91768140006825,56.24015172696402
2020-07-03,56.88591386652902,56.76355750914674,56.2239468005865
2020-07-06,57.190609244352686,56.95200159839278,56.374047105292554
2020-07-07,58.15707282956846,57.52254676232137,56.72794738097898
2020-07-08,60.804715219712314,59.08208371462657,57.62052382088575
2020-07-09,63.30314347980821,60.75806849378537,58.637616790325204
2020-07-10,66.20542898653882,62.80387422218803,59.911177096008515
2020-07-13,68.38361932435922,64.61044254542657,61.13296975353151
2020-07-14,69.57241288290615,65.94490753716718,62.16316311033804
2020-07-15,69.73827525527076,66.69492434859133,62.91619519506775
2020-07-16,69.09218350351385,66.895847194302,63.381319462204154
2020-07-17,69.27145566900924,67.39296588624708,63.97643189437519
2020-07-20,69.58430377933949,67.90515390692943,64.57010504729183
2020-07-21,70.05620251955966,68.46785319657862,65.1824759951688
2020-07-22,70.63080167970645,69.0700617062916,65.81081161467654
2020-07-23,71.21386778647097,69.67186866878403,66.43644860375497
2020-07-24,70.97257852431397,69.8206198199142,66.82250111768307
2020-07-27,70.24838568287598,69.63505257992979,67.0108343445704
2020-07-28,70.23225712191731,69.73777029266982,67.31456440699226
2020-07-29,71.28483808127821,70.40181205763895,67.89317732061204
2020-07-30,70.90655872085215,70.35602804715913,68.10811281388709
2020-07-31,71.02103914723477,70.5185684022211,68.40734016494547
2020-08-03,71.28069276482319,70.75155596545363,68.73045062542685
2020-08-04,71.1637951765488,70.78400033537116,68.93993151824334
2020-08-05,73.44919678436587,72.09963663803094,69.8046999450773
2020-08-06,73.62613118957725,72.44152088566167,70.20234756935565
2020-08-07,73.13408745971817,72.38851708826864,70.38783827703607
2020-08-10,72.01605830647878,71.91424125403798,70.32994891731835
2020-08-11,70.77070553765253,71.25347011694016,70.13471568709755
2020-08-12,69.46047035843503,70.45102100476922,69.8209332407073
2020-08-13,68.53031357229003,69.76356264026572,69.52084436063994
2020-08-14,68.29354238152669,69.41018761476286,69.35885918343614
2020-08-17,67.9956949210178,69.04469895753324,69.17230116596603
2020-08-18,68.0771299473452,68.89839005616355,69.08351057873118
2020-08-19,67.61475329823014,68.49686459140653,68.85555719028059
2020-08-20,67.40983553215344,68.22470739296898,68.67883745787292
2020-08-21,67.07655702143563,67.89476059424734,68.46275769998026
2020-08-24,68.01103801429042,68.2557132134751,68.59773315712499
2020-08-25,68.25735867619362,68.3455835382978,68.61223476120833
2020-08-26,68.63490578412909,68.53547744042547,68.68630764109325
2020-08-27,69.3999371894194,68.97084517852993,68.89999262765579
2020-08-28,70.20662479294627,69.48887332788811,69.17808856787904
2020-08-31,69.97774986196418,69.49453272281754,69.21065156141437
2020-09-01,69.85183324130946,69.51370859139617,69.24773236508919
2020-09-02,70.35455549420631,69.84939793841504,69.44890071127118
2020-09-03,70.7697036628042,70.16768922233958,69.65376731019774
2020-09-04,70.44313577520282,70.09901845464147,69.66674185208366
2020-09-07,70.01542385013522,69.92828782652484,69.61848072331378
2020-09-08,69.04361590009015,69.41405367624759,69.37862541633152
2020-09-09,68.42907726672676,69.0114984623844,69.1711372814428
2020-09-10,67.65271817781785,68.48213510558723,68.87864801654348
2020-09-11,67.97514545187857,68.50720145002592,68.85401487211077
2020-09-14,68.7834303012524,68.85134664093029,69.00125155095736
2020-09-15,69.35228686750159,69.1492836153066,69.14303711753286
2020-09-16,69.61819124500107,69.33123204888722,69.23893834443449
2020-09-17,69.61212749666738,69.38009894908953,69.27332516877406
2020-09-18,69.6414183311116,69.4382627765278,69.31396086698605
2020-09-21,69.23761222074107,69.25494227170455,69.22977411774929
2020-09-22,68.63174148049406,68.92131640412191,69.05741467796364
2020-09-23,68.8178276536627,68.97016796700883,69.07004185149091
2020-09-24,68.92521843577515,69.00104651846178,69.0767045323013
2020-09-25,69.42347895718343,69.25903806055963,69.2046374339869
2020-09-28,70.02898597145563,69.6192129586397,69.39848148789291
2020-09-29,70.80932398097042,70.11935605706884,69.68148325095072
2020-09-30,71.31954932064696,70.52310950123814,69.93467532228875
2020-10-09,72.37969954709797,71.24618050101301,70.36946814873744
2020-10-12,73.13646636473199,71.8650567735561,70.77713784885769
2020-10-13,73.93764424315466,72.53322826927318,71.2307437680141
2020-10-14,72.25842949543645,71.8726413112235,71.00876817106037
2020-10-15,71.14895299695763,71.33761561827377,70.810790250007
2020-10-16,70.84596866463842,71.13804914222399,70.75642927381585
2020-10-19,69.57397910975895,70.39113111636507,70.40153124773815
2020-10-20,69.14598607317265,70.00910727702596,70.20043303366785
2020-10-21,68.41399071544843,69.45290595393033,69.89086798284234
2020-10-22,67.64266047696563,68.84328668957936,69.52983293685735
2020-10-23,65.74177365131042,67.58814365511039,68.8069917047757
2020-10-26,64.5245157675403,66.58848117236305,68.16727820908277
2020-10-27,63.916343845026866,65.88148459556976,67.64658504631298
2020-10-28,64.21756256335124,65.68848739637525,67.37738647047365
2020-10-29,64.29837504223417,65.46512605157974,67.09954013995235
2020-10-30,64.04225002815612,65.11328495129251,66.75958393614737
2020-11-02,63.34483335210408,64.53814223287569,66.30152832318095
2020-11-03,63.00655556806939,64.13666182689829,65.92328753049705
2020-11-04,63.00437037871293,63.92999604018951,65.64487919425923
2020-11-05,63.75291358580862,64.16999676015504,65.60727165194882
2020-11-06,63.73527572387242,64.08454280376321,65.4256267327156
2020-11-09,64.23351714924829,64.29280774853353,65.40699561531412
2020-11-10,63.89234476616553,64.09593361243653,65.19775793766516
2020-11-11,63.138229844110356,63.64758204653897,64.85797146741133
2020-11-12,62.05215322940691,62.96256712898643,64.3838789467055
2020-11-13,61.67143548627128,62.58937310553435,64.05303333273353
2020-11-16,62.46095699084752,62.85312344998265,64.05179206294939
2020-11-17,62.00730466056502,62.53437373180398,63.77066900933516
2020-11-18,61.47486977371001,62.14812396238507,63.450605294160376
2020-11-19,61.88991318247334,62.2521014237696,63.38102383757368
2020-11-20,62.016608788315565,62.255355710356945,63.27521204351905
2020-11-23,62.05107252554371,62.230745581201134,63.16519184889819
2020-11-24,61.98738168369581,62.163337293710015,63.04088786328884
2020-11-25,61.374921122463874,61.797275967580916,62.76556520964228
2020-11-26,60.983280748309255,61.506862155293476,62.52122566586683
2020-11-27,60.64885383220617,61.22925085433102,62.27920417387951
2020-11-30,60.59590255480412,61.09484160808901,62.10880377636718
2020-12-01,60.53393503653608,60.97032495207282,61.94701294052268
2020-12-02,60.319290024357386,60.77390223351412,61.75110694618719
2020-12-03,60.91952668290492,61.018647281966096,61.78623961797889
2020-12-04,61.20301778860329,61.155256867063166,61.78469298769519
2020-12-07,62.12867852573552,61.66884652759713,61.99376984600993
2020-12-08,62.772452350490354,62.103601704397654,62.19055367019946
2020-12-09,62.65830156699357,62.162946849052624,62.21335808256142
2020-12-10,63.138867711329056,62.515138331043055,62.39303826517462
2020-12-11,63.15257847421937,62.6360222708534,62.46798700182465
2020-12-14,62.575052316146255,62.41492731251641,62.368178715936594
2020-12-15,62.94670154409751,62.6467587102407,62.49406645727596
2020-12-16,63.21113436273167,62.8455298538333,62.61272679467825
2020-12-17,63.17408957515445,62.89179715313634,62.659133766613664
2020-12-18,63.049393050102964,62.875106761656994,62.672549598364746
2020-12-21,63.48292870006864,63.14326916862845,62.832306779472866
2020-12-22,63.8786191333791,63.420856592514184,63.00732518142783
2020-12-23,64.47574608891941,63.8297917575116,63.26091325938709
2020-12-24,65.05049739261294,64.2607387106913,63.5408262823026
2020-12-25,64.48366492840863,64.09514985420196,63.52265235065474
2020-12-28,64.81244328560575,64.34512260798341,63.70811403154477
2020-12-29,64.99829552373717,64.53146395198642,63.866388885683364
2020-12-30,65.31219701582478,64.78756141526162,64.06387565847542
2020-12-31,66.53479801054985,65.54982297612314,64.53207797671587
2021-01-04,67.6231986736999,66.32258243500983,65.03378483607626
2021-01-05,68.23213244913327,66.89120381046259,65.45437675644996
2021-01-06,67.73142163275551,66.86189402674212,65.57586468440711
2021-01-07,66.48094775517035,66.33791329460718,65.42387757160643
2021-01-08,65.6872985034469,65.93101996831496,65.2977939933582
2021-01-11,64.43153233563126,65.20174361043951,64.97609932732408
2021-01-12,63.787688223754174,64.7105174994505,64.7402803437694
2021-01-13,62.69179214916945,63.94496886318677,64.33644412055327
2021-01-14,62.761194766112965,63.75497452442554,64.1996399185958
2021-01-15,62.27079651074198,63.30679733816635,63.92253135492002
2021-01-18,62.48053100716132,63.23283418577246,63.8251474163562
2021-01-19,62.81368733810755,63.277773424722916,63.79227623384609
2021-01-20,63.5691248920717,63.6054509838642,63.91491659252741
2021-01-21,64.40608326138113,64.05536898679797,64.12111501228671
2021-01-22,63.72738884092075,63.748938261925616,63.954342153973684
2021-01-25,64.08492589394717,63.940040396120956,64.03488099645239
2021-01-26,64.17328392929812,64.01457850591714,64.06489233012358
2021-01-27,64.94885595286542,64.46647332302311,64.29680734630229
2021-01-28,65.19923730191027,64.69075090065527,64.43044474189254
2021-01-29,65.65949153460686,65.03425073689976,64.63516429028374
2021-02-01,65.03966102307123,64.80984151200889,64.55562483406624
2021-02-02,65.9064406820475,65.32441578255272,64.84937484986945
2021-02-03,66.52429378803167,65.76724927663405,65.12657724511998
2021-02-04,66.41286252535446,65.84411304451876,65.2278556027276
2021-02-05,66.72524168356964,66.11791067278807,65.42996459294402
2021-02-08,66.6934944557131,66.21101782319023,65.5442536793303
2021-02-09,67.48899630380873,66.73265094624655,65.88099142415598
2021-02-10,67.19266420253916,66.70853259238353,65.94946843137922
"
1559,CN,technical,统计士兰微在2022年04月16日到2023年02月04日的5、20、60日指数移动平均线空头排列的天数占比（%）。（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,39.7333,hard,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2021-04-19,27.87,26.09,28.12,26.45
2021-04-20,26.9,26.8,27.5,27.4
2021-04-21,26.99,26.32,27.36,26.57
2021-04-22,29.69,27.3,29.69,27.7
2021-04-23,28.84,28.61,29.69,29.69
2021-04-26,30.95,28.91,31.7,29.25
2021-04-27,30.36,29.69,31.26,30.84
2021-04-28,30.92,29.1,31.04,30.36
2021-04-29,34.01,32.7,34.01,33.88
2021-04-30,36.01,34.7,36.98,35.0
2021-05-06,36.7,35.88,38.1,36.0
2021-05-07,33.03,33.03,37.44,36.99
2021-05-10,32.86,32.42,33.85,32.86
2021-05-11,33.77,31.79,33.84,32.81
2021-05-12,34.03,31.3,34.4,34.4
2021-05-13,36.6,32.8,37.43,33.0
2021-05-14,36.71,35.17,37.3,36.5
2021-05-17,36.29,35.65,38.77,36.72
2021-05-18,37.0,35.71,37.59,35.94
2021-05-19,38.25,35.7,38.42,36.7
2021-05-20,36.3,36.12,38.09,37.6
2021-05-21,36.3,36.11,37.49,36.99
2021-05-24,38.28,35.3,39.21,35.95
2021-05-25,38.26,37.85,39.43,38.08
2021-05-26,36.99,36.76,38.87,38.19
2021-05-27,38.84,36.36,40.5,36.5
2021-05-28,39.2,38.15,39.6,38.52
2021-05-31,39.59,38.91,40.35,39.8
2021-06-01,39.67,38.61,41.34,39.08
2021-06-02,38.28,37.39,39.99,39.17
2021-06-03,37.59,37.4,38.6,38.4
2021-06-04,38.88,37.14,39.16,37.14
2021-06-07,42.77,40.47,42.77,40.49
2021-06-08,43.5,42.13,43.88,42.76
2021-06-09,43.38,42.3,45.21,42.7
2021-06-10,43.79,42.58,44.58,43.35
2021-06-11,42.78,41.91,44.44,44.0
2021-06-15,42.27,42.01,43.66,43.26
2021-06-16,42.33,41.9,44.66,43.33
2021-06-17,46.56,41.05,46.56,41.3
2021-06-18,51.19,47.51,51.19,48.46
2021-06-21,52.04,49.51,52.17,50.7
2021-06-22,52.26,49.88,53.05,52.71
2021-06-23,56.33,51.74,57.49,52.5
2021-06-24,56.65,54.61,57.45,55.0
2021-06-25,56.75,54.6,57.77,56.88
2021-06-28,57.62,56.2,59.33,56.57
2021-06-29,56.35,54.78,58.03,57.1
2021-07-01,54.75,54.7,61.37,59.49
2021-07-02,57.33,52.51,59.46,54.0
2021-07-05,63.06,57.68,63.06,58.88
2021-07-06,59.49,56.75,65.3,65.0
2021-07-07,59.16,54.16,59.4,57.0
2021-07-08,63.1,57.6,64.0,58.1
2021-07-09,62.35,59.63,63.15,62.1
2021-07-12,64.27,60.21,65.11,62.67
2021-07-13,60.58,59.18,65.09,63.0
2021-07-14,59.61,58.2,62.55,59.3
2021-07-15,59.91,57.51,60.39,58.71
2021-07-16,60.0,59.51,63.3,59.51
2021-07-19,55.17,54.35,58.9,58.52
2021-07-20,57.56,54.2,57.86,54.5
2021-07-21,60.68,56.0,62.58,57.5
2021-07-22,64.03,59.8,65.37,62.0
2021-07-23,63.59,61.93,65.8,63.45
2021-07-26,68.2,62.82,68.2,63.65
2021-07-27,66.2,63.0,74.78,68.18
2021-07-28,64.3,60.0,67.94,64.0
2021-07-29,69.72,64.54,69.89,66.05
2021-07-30,69.69,68.21,71.9,68.51
2021-08-02,68.3,65.2,71.5,69.7
2021-08-03,62.32,61.74,68.5,66.38
2021-08-04,65.54,62.31,65.88,62.32
2021-08-05,66.71,63.67,68.27,65.56
2021-08-06,65.49,63.76,69.1,68.6
2021-08-09,61.99,60.55,63.4,63.39
2021-08-10,60.22,58.23,62.69,62.0
2021-08-11,62.99,58.38,63.0,60.52
2021-08-12,63.1,61.62,66.0,62.0
2021-08-13,60.8,60.5,63.1,62.0
2021-08-16,63.57,59.68,64.1,59.9
2021-08-17,57.64,57.5,61.7,61.0
2021-08-18,57.01,56.0,58.85,57.65
2021-08-19,58.1,56.45,59.28,57.0
2021-08-20,59.75,57.33,60.8,57.7
2021-08-23,59.7,58.45,60.54,59.59
2021-08-24,61.11,57.68,62.47,59.67
2021-08-25,59.74,59.66,61.98,61.21
2021-08-26,59.52,59.5,62.05,60.6
2021-08-27,59.58,58.02,60.3,58.4
2021-08-30,58.2,57.58,60.9,59.06
2021-08-31,54.8,52.68,57.29,57.2
2021-09-01,54.64,51.78,55.63,53.85
2021-09-02,52.98,52.4,54.76,53.86
2021-09-03,53.3,52.53,54.88,52.8
2021-09-06,56.16,52.83,56.88,53.73
2021-09-07,56.25,55.31,57.33,55.66
2021-09-08,56.73,55.64,57.68,55.96
2021-09-09,55.08,53.96,56.47,56.3
2021-09-10,59.87,55.0,60.36,55.31
2021-09-13,58.53,58.4,60.55,59.0
2021-09-14,58.63,58.0,60.4,58.0
2021-09-15,57.98,55.85,58.59,57.67
2021-09-16,54.51,53.03,57.85,57.08
2021-09-17,54.59,53.6,55.17,53.95
2021-09-22,57.96,53.19,58.5,53.5
2021-09-23,61.21,57.06,62.45,58.75
2021-09-24,61.24,59.5,62.13,61.21
2021-09-27,58.99,58.46,62.55,61.29
2021-09-28,58.33,57.18,61.16,58.02
2021-09-29,56.55,55.82,58.72,57.75
2021-09-30,57.09,55.7,58.25,56.6
2021-10-08,56.4,56.05,59.99,58.59
2021-10-11,55.18,55.0,58.23,56.0
2021-10-12,53.05,52.32,55.66,54.8
2021-10-13,56.5,53.05,56.66,53.05
2021-10-14,55.8,55.5,56.96,55.92
2021-10-15,61.38,55.54,61.38,55.8
2021-10-18,62.05,60.56,64.57,61.38
2021-10-19,62.92,61.38,64.01,63.0
2021-10-20,62.33,61.8,63.55,63.49
2021-10-21,59.45,58.8,62.86,62.85
2021-10-22,60.8,59.26,61.9,60.29
2021-10-25,62.5,59.7,62.51,60.4
2021-10-26,62.05,60.5,63.12,62.59
2021-10-27,60.77,60.2,62.63,61.98
2021-10-28,59.96,59.18,62.8,60.77
2021-10-29,61.67,59.35,63.0,59.63
2021-11-01,58.58,57.32,64.32,60.05
2021-11-02,63.0,59.11,64.25,59.11
2021-11-03,61.0,59.58,63.89,62.89
2021-11-04,65.58,61.0,66.66,61.3
2021-11-05,64.9,64.7,67.6,67.46
2021-11-08,65.23,62.5,66.37,64.5
2021-11-09,64.97,63.1,66.5,65.0
2021-11-10,65.12,63.65,65.66,64.44
2021-11-11,68.05,63.88,69.99,64.49
2021-11-12,67.13,65.3,68.23,66.99
2021-11-15,66.75,66.48,69.95,67.88
2021-11-16,62.29,61.41,65.0,63.2
2021-11-17,63.25,61.81,63.45,61.81
2021-11-18,62.89,62.5,64.0,62.84
2021-11-19,62.02,61.56,63.48,63.0
2021-11-22,65.0,61.7,65.94,62.27
2021-11-23,63.9,63.68,65.85,65.2
2021-11-24,63.12,62.88,65.0,63.93
2021-11-25,61.16,61.0,63.46,62.0
2021-11-26,60.06,59.01,60.77,60.1
2021-11-29,59.57,59.03,60.93,59.1
2021-11-30,62.07,61.12,63.3,62.0
2021-12-01,62.9,61.62,65.5,61.62
2021-12-02,62.61,61.3,63.49,62.5
2021-12-03,62.64,62.03,63.63,62.9
2021-12-06,61.06,60.9,62.9,62.21
2021-12-07,60.3,59.32,61.8,61.65
2021-12-08,61.29,60.29,61.66,60.72
2021-12-09,62.85,61.9,63.3,61.9
2021-12-10,63.0,61.9,64.8,62.01
2021-12-13,62.98,61.32,63.7,62.55
2021-12-14,61.73,61.2,62.58,62.51
2021-12-15,60.75,60.45,62.09,61.74
2021-12-16,59.61,59.3,61.36,61.04
2021-12-17,56.83,56.3,59.36,59.36
2021-12-20,54.46,54.43,56.65,56.0
2021-12-21,54.93,53.78,55.24,54.47
2021-12-22,54.58,54.19,56.0,55.1
2021-12-23,54.52,54.37,55.12,54.9
2021-12-24,53.48,52.83,54.78,54.65
2021-12-27,52.9,52.01,53.66,53.34
2021-12-28,54.44,53.33,54.46,53.33
2021-12-29,53.23,53.2,54.52,54.45
2021-12-30,53.81,52.8,54.24,52.9
2021-12-31,54.2,53.15,54.41,53.82
2022-01-04,52.5,52.35,54.8,54.49
2022-01-05,49.9,48.48,52.56,52.5
2022-01-06,49.9,48.88,50.5,48.88
2022-01-07,50.26,49.22,51.0,50.15
2022-01-10,49.72,48.5,50.55,49.91
2022-01-11,48.05,47.99,49.72,49.38
2022-01-12,49.55,48.59,49.85,48.76
2022-01-13,48.77,48.55,49.64,49.58
2022-01-14,49.39,48.42,49.83,48.45
2022-01-17,50.93,49.15,51.0,49.22
2022-01-18,52.11,50.41,52.8,50.68
2022-01-19,51.33,50.8,51.86,51.52
2022-01-20,51.4,50.69,52.22,51.26
2022-01-21,49.65,49.42,51.69,51.0
2022-01-24,52.45,50.0,52.73,50.0
2022-01-25,52.49,52.01,53.93,52.02
2022-01-26,53.55,52.5,53.89,52.5
2022-01-27,52.1,52.09,53.6,53.02
2022-01-28,50.59,49.7,52.9,52.77
2022-02-07,52.24,51.55,53.0,52.0
2022-02-08,51.0,49.88,52.25,52.25
2022-02-09,52.09,49.9,52.46,50.9
2022-02-10,52.94,51.6,53.5,52.39
2022-02-11,50.98,50.72,52.35,52.11
2022-02-14,49.2,48.88,50.49,50.0
2022-02-15,50.41,49.26,50.6,49.26
2022-02-16,49.66,49.35,50.9,50.65
2022-02-17,51.2,49.5,52.28,49.68
2022-02-18,50.77,50.19,51.28,50.3
2022-02-21,50.08,49.63,51.2,50.77
2022-02-22,52.73,49.65,53.0,50.6
2022-02-23,55.5,52.4,55.5,52.73
2022-02-24,56.22,54.45,56.88,55.39
2022-02-25,56.15,55.7,58.41,57.6
2022-02-28,56.99,55.52,57.55,56.0
2022-03-01,57.12,56.47,57.6,56.9
2022-03-02,56.6,55.7,56.94,56.68
2022-03-03,55.08,54.97,57.36,57.03
2022-03-04,55.93,54.48,57.43,54.6
2022-03-07,54.73,54.21,56.0,55.32
2022-03-08,56.0,54.16,57.4,54.79
2022-03-09,57.6,55.08,57.88,56.31
2022-03-10,57.78,57.75,59.63,59.1
2022-03-11,58.0,56.5,58.87,56.5
2022-03-14,56.67,56.59,58.2,57.88
2022-03-15,55.64,55.07,58.06,56.01
2022-03-16,59.28,55.88,59.4,56.9
2022-03-17,58.4,58.01,61.69,60.3
2022-03-18,58.95,57.85,59.6,58.04
2022-03-21,58.74,57.48,58.98,58.95
2022-03-22,57.06,56.95,58.27,58.01
2022-03-23,55.13,54.54,57.03,57.0
2022-03-24,53.87,53.16,54.88,54.5
2022-03-25,53.51,53.46,54.9,54.45
2022-03-28,54.13,52.08,54.31,52.32
2022-03-29,51.2,50.44,53.9,53.56
2022-03-30,51.46,50.8,51.8,51.2
2022-03-31,48.5,48.15,51.05,51.0
2022-04-01,47.78,47.52,48.8,48.3
2022-04-06,44.5,43.88,47.7,47.7
2022-04-07,43.1,42.9,44.59,44.49
2022-04-08,42.68,42.32,43.78,43.36
2022-04-11,40.67,40.56,42.76,41.94
2022-04-12,41.14,39.76,41.24,40.5
2022-04-13,39.55,39.5,41.06,40.7
2022-04-14,41.17,39.28,41.69,40.31
2022-04-15,40.6,40.08,41.68,40.16
2022-04-18,44.66,40.83,44.66,40.85
2022-04-19,44.2,43.5,44.75,44.0
2022-04-20,43.38,43.32,44.8,44.16
2022-04-21,43.2,42.5,44.39,43.09
2022-04-22,41.99,40.1,43.5,42.5
2022-04-25,39.03,38.94,41.5,40.35
2022-04-26,37.04,36.79,39.5,39.5
2022-04-27,39.97,35.78,40.44,36.26
2022-04-28,39.59,38.89,40.4,39.34
2022-04-29,42.0,39.02,42.6,40.4
2022-05-05,42.07,40.73,43.19,41.02
2022-05-06,40.81,40.1,41.79,40.53
2022-05-09,40.83,40.25,41.35,40.4
2022-05-10,42.75,39.97,43.8,40.0
2022-05-11,43.77,42.53,45.37,42.59
2022-05-12,44.13,43.33,44.97,43.44
2022-05-13,44.4,43.51,44.96,44.5
2022-05-16,43.81,43.56,45.2,44.9
2022-05-17,46.08,43.55,46.32,43.82
2022-05-18,46.14,45.54,46.88,46.44
2022-05-19,47.2,45.12,47.36,45.22
2022-05-20,47.01,46.5,47.43,47.18
2022-05-23,47.15,46.12,47.44,47.01
2022-05-24,45.16,45.05,47.49,46.72
2022-05-25,44.82,44.26,46.16,45.15
2022-05-26,43.99,43.52,44.95,44.82
2022-05-27,43.85,43.35,45.1,44.6
2022-05-30,44.49,43.53,44.85,44.19
2022-05-31,45.1,43.37,45.3,44.5
2022-06-01,44.92,44.61,45.8,44.8
2022-06-02,46.6,44.43,46.89,44.58
2022-06-06,48.47,46.33,48.68,46.7
2022-06-07,47.5,47.42,48.9,48.4
2022-06-08,47.17,46.4,47.95,47.28
2022-06-09,46.2,45.88,47.7,47.0
2022-06-10,46.55,45.52,46.68,45.62
2022-06-13,45.61,44.66,46.47,46.06
2022-06-14,44.03,42.1,45.2,45.08
2022-06-15,45.58,44.0,46.5,44.03
2022-06-16,46.59,45.0,47.45,45.68
2022-06-17,45.93,44.92,46.86,46.0
2022-06-20,46.48,45.78,47.29,45.93
2022-06-21,46.01,45.5,46.95,46.39
2022-06-22,44.19,44.0,46.38,46.18
2022-06-23,45.56,43.94,45.66,44.0
2022-06-24,46.39,45.5,47.28,45.55
2022-06-27,46.99,46.18,47.55,46.69
2022-06-28,50.84,45.9,51.69,47.0
2022-06-29,50.55,50.28,53.3,50.89
2022-06-30,52.0,49.69,53.2,50.3
2022-07-01,51.03,50.9,52.28,51.91
2022-07-04,49.11,48.5,50.09,50.0
2022-07-05,48.9,48.03,49.94,49.17
2022-07-06,50.18,48.46,50.99,49.18
2022-07-07,50.78,49.33,51.38,50.18
2022-07-08,50.87,50.6,52.2,51.75
2022-07-11,48.81,48.35,50.39,50.39
2022-07-12,47.21,47.21,49.24,48.9
2022-07-13,46.57,45.75,47.8,47.02
2022-07-14,46.89,46.31,47.49,46.47
2022-07-15,48.15,46.31,49.23,46.77
2022-07-18,47.27,46.63,48.5,48.18
2022-07-19,46.33,45.81,47.57,47.22
2022-07-20,46.48,46.33,47.63,46.79
2022-07-21,47.32,45.79,47.97,46.5
2022-07-22,45.62,45.41,47.5,47.32
2022-07-25,44.18,44.05,45.48,45.45
2022-07-26,44.69,43.77,44.75,44.2
2022-07-27,43.61,43.6,44.84,44.5
2022-07-28,43.92,43.8,44.64,44.0
2022-07-29,41.6,41.46,43.91,43.9
2022-08-01,41.45,40.02,41.58,41.15
2022-08-02,40.66,39.2,41.39,40.55
2022-08-03,42.45,40.57,43.29,40.7
2022-08-04,42.65,42.31,43.34,42.55
2022-08-05,46.92,42.29,46.92,42.6
2022-08-08,46.19,45.71,48.29,47.06
2022-08-09,46.64,44.64,46.65,45.8
2022-08-10,45.3,45.08,46.59,45.4
2022-08-11,45.33,45.23,46.35,45.3
2022-08-12,44.53,44.53,45.79,45.34
2022-08-15,44.48,44.22,45.19,44.68
2022-08-16,43.7,43.44,44.54,44.26
2022-08-17,44.11,43.08,44.3,43.66
2022-08-18,44.91,43.5,45.2,44.0
2022-08-19,43.19,43.19,45.65,44.6
2022-08-22,42.77,42.46,43.59,43.14
2022-08-23,41.93,41.57,43.43,42.66
2022-08-24,40.79,40.71,42.18,41.7
2022-08-25,41.17,39.84,41.21,40.83
2022-08-26,41.03,41.0,41.61,41.4
2022-08-29,40.57,39.9,41.22,40.06
2022-08-30,40.73,40.5,41.5,40.57
2022-08-31,39.66,39.56,41.02,40.71
2022-09-01,39.3,39.2,40.29,39.63
2022-09-02,39.94,39.29,40.3,39.5
2022-09-05,40.1,39.08,40.33,39.94
2022-09-06,40.53,40.04,40.75,40.19
2022-09-07,41.2,40.54,41.65,40.7
2022-09-08,40.02,40.0,41.22,41.2
2022-09-09,40.56,39.62,40.77,40.01
2022-09-13,40.18,40.12,41.11,40.9
2022-09-14,39.73,39.5,40.14,39.7
2022-09-15,38.28,38.0,39.95,39.85
2022-09-16,37.02,37.02,38.77,38.0
2022-09-19,36.68,36.3,37.77,37.1
2022-09-20,36.83,36.41,37.12,36.98
2022-09-21,36.29,35.9,36.8,36.66
2022-09-22,35.8,35.55,36.55,35.99
2022-09-23,33.69,33.58,36.06,35.75
2022-09-26,33.51,33.34,34.19,33.6
2022-09-27,33.95,33.17,34.06,33.51
2022-09-28,32.58,32.56,33.9,33.8
2022-09-29,32.73,32.58,33.26,33.02
2022-09-30,32.05,32.05,32.89,32.65
2022-10-10,30.22,30.14,32.0,32.0
2022-10-11,30.5,29.82,30.74,30.35
2022-10-12,31.55,30.21,31.62,30.63
2022-10-13,31.25,31.18,31.75,31.25
2022-10-14,32.17,31.26,32.22,31.7
2022-10-17,32.35,31.0,32.61,31.3
2022-10-18,31.98,31.78,32.7,32.61
2022-10-19,31.52,31.5,32.42,31.99
2022-10-20,33.33,31.08,34.26,31.15
2022-10-21,32.0,31.9,32.98,32.98
2022-10-24,31.59,31.13,33.1,31.93
2022-10-25,31.4,31.01,31.97,31.28
2022-10-26,32.27,31.19,32.66,31.46
2022-10-27,32.25,31.92,32.85,32.26
2022-10-28,30.91,30.56,32.72,32.07
2022-10-31,31.4,29.28,31.77,29.7
2022-11-01,32.0,30.89,32.0,31.51
2022-11-02,32.44,31.85,33.15,31.95
2022-11-03,34.38,32.02,34.77,32.19
2022-11-04,34.59,33.8,34.93,34.4
2022-11-07,34.16,34.05,35.1,34.43
2022-11-08,33.73,33.39,34.58,34.32
2022-11-09,33.42,33.33,33.96,33.85
2022-11-10,33.47,33.33,34.06,33.41
2022-11-11,33.58,33.56,34.65,34.5
2022-11-14,35.31,33.13,35.33,33.6
2022-11-15,37.83,34.85,38.68,35.0
2022-11-16,37.11,36.9,38.11,37.3
2022-11-17,38.96,36.31,39.12,36.75
2022-11-18,37.78,37.6,39.09,38.38
2022-11-21,37.05,36.72,38.1,37.3
2022-11-22,37.32,36.73,38.64,37.0
2022-11-23,36.68,36.18,37.53,36.99
2022-11-24,35.98,35.88,36.98,36.98
2022-11-25,35.61,35.57,36.76,35.9
2022-11-28,35.14,34.28,35.48,34.52
2022-11-29,36.27,35.2,36.73,35.2
2022-11-30,36.6,35.86,36.75,36.09
2022-12-01,36.54,36.38,37.31,36.98
2022-12-02,35.97,35.96,36.85,36.17
2022-12-05,36.46,35.68,36.46,36.23
2022-12-06,37.2,36.45,37.62,36.5
2022-12-07,36.85,36.64,37.23,37.02
2022-12-08,35.74,35.72,36.94,36.58
2022-12-09,36.32,35.97,36.77,35.98
2022-12-12,37.14,35.78,37.76,36.06
2022-12-13,37.14,36.54,37.46,36.93
2022-12-14,37.26,37.21,39.1,38.67
2022-12-15,37.55,36.78,38.28,37.04
2022-12-16,36.67,36.32,37.25,37.0
2022-12-19,35.23,35.1,36.5,36.24
2022-12-20,35.27,35.05,35.83,35.1
2022-12-21,34.39,34.11,35.67,35.27
2022-12-22,33.96,33.75,34.75,34.6
2022-12-23,32.84,32.37,33.96,33.73
2022-12-26,33.88,32.71,34.33,32.84
2022-12-27,33.99,33.46,34.07,33.9
2022-12-28,33.35,33.25,33.92,33.72
2022-12-29,33.04,33.0,33.64,33.48
2022-12-30,32.79,32.62,33.55,33.39
2023-01-03,33.25,32.44,33.29,32.79
2023-01-04,33.01,32.73,33.81,33.12
2023-01-05,32.28,32.0,33.36,32.9
2023-01-06,32.88,31.64,33.1,32.02
2023-01-09,33.2,32.81,33.88,32.98
2023-01-10,33.6,33.11,33.85,33.2
2023-01-11,33.11,33.1,34.2,33.6
2023-01-12,32.97,32.7,33.33,33.2
2023-01-13,33.18,32.63,33.25,33.08
2023-01-16,34.0,32.82,34.29,32.92
2023-01-17,35.32,34.0,36.59,34.14
2023-01-18,35.01,34.8,35.5,35.23
2023-01-19,35.65,34.9,35.75,35.05
2023-01-20,35.66,35.42,35.77,35.72
2023-01-30,35.82,35.78,36.47,36.4
2023-01-31,35.33,35.18,35.98,35.7
2023-02-01,35.98,35.42,36.3,35.46
2023-02-02,36.41,36.09,37.03,36.34
2023-02-03,36.3,35.6,36.98,36.41
","date,5日,20日,60日
2021-07-16,60.390193651802804,56.97788312743781,46.8019818272463
2021-07-19,58.65012910120188,56.805703781967544,47.076343078811995
2021-07-20,58.28675273413459,56.87754151701826,47.42006953524439
2021-07-21,59.084501822756394,57.239680420159374,47.85482135376096
2021-07-22,60.73300121517094,57.88637752300134,48.38515507986716
2021-07-23,61.68533414344729,58.42957966366788,48.883674585445284
2021-07-26,63.85688942896487,59.3600958861757,49.51699673018478
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2022-07-14,47.73917599867805,48.136935240605574,47.47136032405316
2022-07-15,47.87611733245203,48.13817950340504,47.49361080523174
2022-07-18,47.674078221634694,48.05549574117599,47.486279303420865
2022-07-19,47.22605214775646,47.89116281344494,47.448368506587386
2022-07-20,46.977368098504314,47.75676635502161,47.41661871948616
2022-07-21,47.09157873233622,47.71516955930527,47.41345089261776
2022-07-22,46.60105248822415,47.51562960127619,47.35464922400734
2022-07-25,45.794034992149435,47.197950591630836,47.250562364203816
2022-07-26,45.426023328099625,46.95909815433266,47.166609499803684
2022-07-27,44.82068221873308,46.6401364253486,47.04999935226914
2022-07-28,44.52045481248872,46.38107581341064,46.94737642268654
2022-07-29,43.546969874992485,45.925735259752486,46.77205260554927
2022-08-01,42.84797991666166,45.49947475882368,46.597559077498474
2022-08-02,42.11865327777444,45.03857240084047,46.402885009383766
2022-08-03,42.22910218518297,44.79204169599853,46.27328222219086
2022-08-04,42.36940145678865,44.58803772495105,46.15448608375837
2022-08-05,43.886267637859106,44.810129370193806,46.179584900684326
2022-08-08,44.65417842523941,44.94154562065154,46.17992637935041
2022-08-09,45.316118950159606,45.103303180589485,46.195010760355316
2022-08-10,45.31074596677307,45.12203621100954,46.165666145261696
2022-08-11,45.317163977848715,45.14184228615149,46.13826725525311
2022-08-12,45.05477598523248,45.083571592232296,46.085537181310386
2022-08-15,44.863183990154994,45.02608858344827,46.03289661798873
2022-08-16,44.47545599343667,44.899794432643674,45.95640820428419
2022-08-17,44.35363732895778,44.824575915249035,45.895870230373234
2022-08-18,44.539091552638524,44.83271154236817,45.86354661626264
2022-08-19,44.08939436842569,44.6762628240474,45.77588935015566
2022-08-22,43.64959624561713,44.49471398366193,45.677335600970224
2022-08-23,43.07639749707809,44.25045550902746,45.55447213864333
2022-08-24,42.31426499805206,43.92088831769151,45.39825993737633
2022-08-25,41.93284333203471,43.658898954101836,45.25962846401973
2022-08-26,41.631895554689805,43.40852762513976,45.12095212093711
2022-08-29,41.27793036979321,43.13819166084073,44.971740575988356
2022-08-30,41.09528691319548,42.908840074093995,44.832667114480536
2022-08-31,40.61685794213032,42.59942673370409,44.66307147138281
2022-09-01,40.17790529475355,42.28519561620846,44.487233062485004
2022-09-02,40.0986035298357,42.06184365276004,44.338143453878935
2022-09-05,40.09906901989047,41.875001400116226,44.19918793080094
2022-09-06,40.24271267992698,41.746906028676584,44.07888668716812
2022-09-07,40.561808453284655,41.694819740231196,43.98449695971998
2022-09-08,40.3812056355231,41.535313098304414,43.85451345284392
2022-09-09,40.4408037570154,41.44242613656114,43.74649661832444
2022-09-13,40.353869171343604,41.32219507593627,43.629562302969546
2022-09-14,40.14591278089574,41.17055744965663,43.50170780123284
2022-09-15,39.523941853930495,40.895266263975046,43.33050426676619
2022-09-16,38.689294569287,40.52619328645361,43.123602487527954
2022-09-19,38.019529712858,40.15988916393422,42.912336832199166
2022-09-20,37.623019808572,39.842756862607146,42.71291595245493
2022-09-21,37.17867987238134,39.504399066168375,42.502328544177715
2022-09-22,36.719119914920896,39.15159915510472,42.28258006731943
2022-09-23,35.70941327661393,38.63144685461856,42.000856130686
2022-09-26,34.97627551774262,38.14369001132156,41.722467405089745
2022-09-27,34.634183678495084,37.74429096262427,41.46763240820156
2022-09-28,33.94945578566339,37.252453728088625,41.17623462432609
2022-09-29,33.542970523775594,36.82174384922305,40.89930889893835
2022-09-30,33.04531368251706,36.36729205405894,40.60916762356332
2022-10-10,32.10354245501138,35.78183566795809,40.268539176889114
2022-10-11,31.56902830334092,35.27880369958113,39.948259203876354
2022-10-12,31.562685535560615,34.92367953771626,39.672906443093524
2022-10-13,31.458457023707076,34.573805296029,39.39674557610685
2022-10-14,31.695638015804718,34.34487145831195,39.15980309820171
2022-10-17,31.91375867720315,34.154883700377475,38.936530865473785
2022-10-18,31.935839118135434,33.94775191938914,38.70844788627792
2022-10-19,31.797226078756957,33.71653745087589,38.472761070334386
2022-10-20,32.30815071917131,33.67972436031628,38.30414595327424
2022-10-21,32.205433812780875,33.51975061171473,38.09745264333082
2022-10-24,32.000289208520584,33.335964839170465,37.88409354027079
2022-10-25,31.80019280568039,33.15158723543994,37.67150030944224
2022-10-26,31.95679520378693,33.067626546350425,37.494401938640856
2022-10-27,32.05453013585796,32.98975735145991,37.32245433409525
2022-10-28,31.673020090571974,32.791685222749436,37.11220992969868
2022-10-31,31.58201339371465,32.65914377296377,36.92492435823314
2022-11-01,31.721342262476433,32.59636817553865,36.76345142845501
2022-11-02,31.96089484165096,32.58147596834449,36.62169892260402
2022-11-03,32.76726322776731,32.7527639713593,36.54820059727274
2022-11-04,33.374842151844874,32.927738831229846,36.483997299001494
2022-11-07,33.63656143456325,33.045097037779385,36.40780066624734
2022-11-08,33.66770762304216,33.11032589132421,36.32000392309168
2022-11-09,33.58513841536144,33.13981866357905,36.22492182725261
2022-11-10,33.5467589435743,33.17126450514295,36.13459652144105
2022-11-11,33.5578392957162,33.21019169512933,36.05083925844298
2022-11-14,34.1418928638108,33.41017343845035,36.026549446690744
2022-11-15,35.371261909207206,33.83110930145508,36.085678973028756
2022-11-16,35.95084127280481,34.143384606078406,36.11926326899503
2022-11-17,36.95389418186988,34.60210988168999,36.21240217820831
2022-11-18,37.22926278791326,34.9047660834338,36.26379882810312
2022-11-21,37.1695085252755,35.10907407548772,36.289575915706294
2022-11-22,37.21967235018367,35.319638449250796,36.32336031191264
2022-11-23,37.03978156678912,35.44919669217929,36.33505341644009
2022-11-24,36.686521044526074,35.49974938816222,36.3234123208191
2022-11-25,36.32768069635072,35.51024944643248,36.30002175292339
2022-11-28,35.93178713090048,35.474987594391294,36.26198825282754
2022-11-29,36.04452475393366,35.550703061592124,36.2622509330627
2022-11-30,36.2296831692891,35.650636103345256,36.27332467296229
2022-12-01,36.3331221128594,35.73533742683618,36.282068126307784
2022-12-02,36.212081408572935,35.757686243327974,36.27183638446163
2022-12-05,36.294720939048624,35.82457326777293,36.278005683331735
2022-12-06,36.59648062603242,35.955566289889795,36.30823500518971
2022-12-07,36.680987084021616,36.040750452757436,36.3259977919048
2022-12-08,36.367324722681076,36.01210755249482,36.30678474954726
2022-12-09,36.35154981512072,36.0414306427334,36.30721803644735
2022-12-12,36.614366543413816,36.14605629580641,36.33452236312121
2022-12-13,36.78957769560921,36.2407176009677,36.36093146596969
2022-12-14,36.94638513040614,36.33779211516125,36.390409122823144
2022-12-15,37.14759008693743,36.45324048514589,36.42842849584533
2022-12-16,36.98839339129162,36.47388424846533,36.43634887303073
2022-12-19,36.40226226086108,36.355419081944824,36.396796450964146
2022-12-20,36.02484150724072,36.25204583604532,36.35985230503089
2022-12-21,35.479894338160484,36.07470813737434,36.29526698355447
2022-12-22,34.97326289210699,35.8733073623863,36.21870085294613
2022-12-23,34.262175261404664,35.584420946920936,36.10792377580035
2022-12-26,34.13478350760311,35.42209514245228,36.03487709462657
2022-12-27,34.08652233840208,35.2857051288854,35.96783194398308
2022-12-28,33.84101489226805,35.10135225946774,35.882001388442646
2022-12-29,33.5740099281787,34.905032996661284,35.788821015051084
2022-12-30,33.31267328545246,34.70360128269354,35.69049901455761
2023-01-03,33.291782190301646,34.56516306529416,35.61048265342457
2023-01-04,33.19785479353443,34.417052297170905,35.52522092708278
2023-01-05,32.89190319568962,34.21352350696415,35.41882024094892
2023-01-06,32.887935463793085,34.08652126820566,35.33558023304895
2023-01-09,32.99195697586206,34.002090671233695,35.26556120901456
2023-01-10,33.19463798390804,33.96379632159239,35.21095264478457
2023-01-11,33.16642532260536,33.88248238620264,35.14206895151295
2023-01-12,33.10095021507024,33.795579301802384,35.0708535760535
2023-01-13,33.12730014338016,33.73695270163073,35.00885837683863
2023-01-16,33.418200095586776,33.76200482528495,34.97578105300786
2023-01-17,34.05213339705786,33.910385318114955,34.98706692012235
2023-01-18,34.37142226470524,34.01511052591353,34.98781882438064
2023-01-19,34.79761484313683,34.17081428535033,35.009529682597666
2023-01-20,35.08507656209122,34.31264149626934,35.0308565782502
2023-01-30,35.33005104139415,34.456199449005595,35.05673013306167
2023-01-31,35.3300340275961,34.5394185491003,35.065689800830135
2023-02-01,35.546689351730734,34.67661678251932,35.09566718440947
2023-02-02,35.83445956782049,34.84170089846986,35.13876006360916
2023-02-03,35.98963971188033,34.980586527187015,35.176833504146565
"
1560,CN,technical,"润泽科技2019年11月05日至2020年09月21日, 对于5、10、20日双指数移动平均线，多头排列的天数占比？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",39.7849,hard,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2019-06-10,13.44,13.58,13.11
2019-06-11,14.12,14.13,13.44
2019-06-12,13.98,14.32,13.94
2019-06-13,14.29,14.37,13.91
2019-06-14,13.7,14.3,13.58
2019-06-17,13.93,14.05,13.58
2019-06-18,14.13,14.18,13.85
2019-06-19,14.05,14.47,14.05
2019-06-20,14.23,14.25,13.97
2019-06-21,15.65,15.65,15.65
2019-06-24,15.3,16.86,15.17
2019-06-25,15.11,15.27,14.77
2019-06-26,14.8,15.05,14.79
2019-06-27,14.69,14.97,14.6
2019-06-28,14.37,14.69,14.23
2019-07-01,14.77,14.85,14.46
2019-07-02,14.6,14.94,14.55
2019-07-03,14.48,14.58,14.24
2019-07-04,14.43,14.59,14.34
2019-07-05,14.57,14.57,14.33
2019-07-08,13.85,14.52,13.85
2019-07-09,14.05,14.07,13.75
2019-07-10,13.9,14.15,13.68
2019-07-11,14.01,14.2,13.9
2019-07-12,14.29,14.43,13.93
2019-07-15,14.69,14.78,14.1
2019-07-16,14.62,14.86,14.54
2019-07-17,14.5,14.65,14.4
2019-07-18,14.08,14.5,14.07
2019-07-19,14.21,14.49,14.08
2019-07-22,13.76,14.42,13.2
2019-07-23,13.95,14.1,13.7
2019-07-24,14.16,14.32,13.91
2019-07-25,14.16,14.27,14.09
2019-07-26,14.22,14.25,14.0
2019-07-29,14.05,14.35,13.99
2019-07-30,14.43,14.47,14.06
2019-07-31,14.17,14.78,14.15
2019-08-01,14.56,14.56,14.07
2019-08-02,14.44,14.98,14.22
2019-08-05,14.73,14.88,14.25
2019-08-06,13.9,14.59,13.55
2019-08-07,13.46,14.16,13.43
2019-08-08,13.6,13.7,13.46
2019-08-09,13.26,13.73,13.16
2019-08-12,13.55,13.56,13.19
2019-08-13,13.46,13.55,13.33
2019-08-14,13.45,13.68,13.45
2019-08-15,13.34,13.4,12.87
2019-08-16,13.4,13.53,13.26
2019-08-19,13.79,13.88,13.4
2019-08-20,13.82,13.94,13.71
2019-08-21,13.81,13.99,13.72
2019-08-22,13.81,13.89,13.69
2019-08-23,13.71,13.95,13.69
2019-08-26,13.63,13.71,13.35
2019-08-27,13.97,14.12,13.65
2019-08-28,14.04,14.13,13.9
2019-08-29,13.95,14.17,13.92
2019-08-30,13.59,14.11,13.5
2019-09-02,14.1,14.35,13.6
2019-09-03,14.36,14.49,14.07
2019-09-04,14.59,14.73,14.36
2019-09-05,14.75,14.86,14.54
2019-09-06,14.62,14.78,14.57
2019-09-09,15.0,15.14,14.71
2019-09-10,15.03,15.27,14.85
2019-09-11,15.04,15.36,15.01
2019-09-12,15.19,15.29,14.97
2019-09-16,15.07,15.35,15.03
2019-09-17,14.85,15.17,14.45
2019-09-18,14.72,15.06,14.61
2019-09-19,15.2,15.24,14.63
2019-09-20,15.23,15.36,15.1
2019-09-23,15.24,15.67,15.03
2019-09-24,15.37,15.58,15.1
2019-09-25,15.28,15.62,15.2
2019-09-26,14.87,15.32,14.52
2019-09-27,15.39,16.3,14.61
2019-09-30,15.52,15.66,15.23
2019-10-08,16.12,16.15,15.08
2019-10-09,16.04,16.14,15.7
2019-10-10,16.02,16.26,15.78
2019-10-11,16.31,16.44,15.67
2019-10-14,16.98,17.47,16.31
2019-10-15,16.77,17.2,16.52
2019-10-16,16.92,17.05,16.55
2019-10-17,16.33,17.26,16.23
2019-10-18,15.57,16.47,15.57
2019-10-21,15.67,16.18,15.46
2019-10-22,15.84,15.9,15.49
2019-10-23,15.82,16.24,15.75
2019-10-24,15.79,16.12,15.76
2019-10-25,15.55,15.75,15.17
2019-10-28,15.71,15.96,15.4
2019-10-29,14.96,15.89,14.96
2019-10-30,14.8,15.06,14.68
2019-10-31,14.54,14.9,14.5
2019-11-01,14.71,14.89,14.45
2019-11-04,14.65,14.88,14.57
2019-11-05,14.7,14.79,14.42
2019-11-06,14.31,14.72,14.2
2019-11-07,14.68,14.76,14.2
2019-11-08,14.55,14.85,14.54
2019-11-11,14.08,14.6,14.04
2019-11-12,14.25,14.35,13.9
2019-11-13,14.24,14.5,14.13
2019-11-14,14.22,14.36,14.14
2019-11-15,14.05,14.36,14.04
2019-11-18,14.07,14.16,13.97
2019-11-19,14.37,14.4,14.06
2019-11-20,14.35,14.48,14.22
2019-11-21,14.12,14.22,14.03
2019-11-22,13.82,14.37,13.62
2019-11-25,13.64,13.89,13.56
2019-11-26,13.64,13.8,13.62
2019-11-27,13.54,13.7,13.5
2019-11-28,13.46,13.66,13.45
2019-11-29,13.55,13.62,13.46
2019-12-02,13.58,13.71,13.53
2019-12-03,13.75,13.75,13.53
2019-12-04,13.89,13.96,13.61
2019-12-05,13.95,13.98,13.82
2019-12-06,13.98,14.01,13.85
2019-12-09,14.18,14.24,13.91
2019-12-10,14.17,14.29,14.0
2019-12-11,14.18,14.65,14.06
2019-12-12,14.02,14.19,14.01
2019-12-13,14.22,14.24,14.07
2019-12-16,14.51,14.55,14.23
2019-12-17,14.67,14.83,14.49
2019-12-18,14.71,14.9,14.64
2019-12-19,14.97,15.09,14.73
2019-12-20,15.03,15.16,14.92
2019-12-23,14.76,15.46,14.75
2019-12-24,15.28,15.38,14.7
2019-12-25,15.17,15.47,15.08
2019-12-26,15.21,15.24,15.02
2019-12-27,15.2,15.5,15.17
2019-12-30,15.34,15.37,14.89
2019-12-31,15.19,15.41,15.11
2020-01-02,15.39,15.8,15.3
2020-01-03,15.47,15.52,15.32
2020-01-06,15.65,15.65,15.32
2020-01-07,15.74,15.74,15.57
2020-01-08,15.52,15.79,15.46
2020-01-09,15.75,15.78,15.58
2020-01-10,15.62,15.79,15.54
2020-01-13,15.82,15.92,15.5
2020-01-14,15.99,15.99,15.75
2020-01-15,16.05,16.15,15.71
2020-01-16,15.84,16.11,15.77
2020-01-17,15.89,15.91,15.71
2020-01-20,16.11,16.15,15.74
2020-01-21,16.43,16.98,15.98
2020-01-22,16.99,16.99,16.03
2020-01-23,17.1,18.55,16.69
2020-02-03,15.39,16.0,15.39
2020-02-04,16.68,16.93,15.3
2020-02-05,17.68,17.88,16.36
2020-02-06,18.71,19.27,17.32
2020-02-07,19.95,20.22,18.33
2020-02-10,18.42,19.99,18.27
2020-02-11,17.73,18.42,17.42
2020-02-12,18.15,18.4,17.65
2020-02-13,17.32,18.2,17.2
2020-02-14,17.17,17.66,17.1
2020-02-17,17.91,18.12,17.21
2020-02-18,18.28,18.4,17.78
2020-02-19,17.59,18.27,17.38
2020-02-20,18.33,18.38,17.48
2020-02-21,18.22,18.92,18.13
2020-02-24,18.19,18.38,17.94
2020-02-25,17.58,17.88,17.13
2020-02-26,17.28,17.55,17.2
2020-02-27,17.3,17.53,17.17
2020-02-28,16.45,17.29,16.41
2020-03-02,17.17,17.18,16.47
2020-03-03,17.27,17.64,17.0
2020-03-04,17.44,17.45,17.15
2020-03-05,17.6,17.69,17.33
2020-03-06,17.56,17.85,17.32
2020-03-09,17.01,17.5,17.0
2020-03-10,17.4,17.44,16.57
2020-03-11,17.5,18.17,17.48
2020-03-12,17.2,17.65,17.1
2020-03-13,16.99,17.15,16.11
2020-03-16,16.63,17.4,16.6
2020-03-17,17.33,17.33,16.38
2020-03-18,16.92,17.68,16.84
2020-03-19,17.08,17.17,16.62
2020-03-20,17.25,17.28,16.82
2020-03-23,17.64,18.07,16.87
2020-03-24,18.66,18.86,17.84
2020-03-25,18.4,19.0,18.13
2020-03-26,18.08,18.53,17.86
2020-03-27,17.99,18.39,17.89
2020-03-30,17.02,17.98,17.02
2020-03-31,16.35,17.17,16.33
2020-04-01,16.26,16.56,16.19
2020-04-02,16.55,16.66,16.2
2020-04-03,16.32,16.73,16.2
2020-04-07,16.77,16.87,16.42
2020-04-08,16.97,17.1,16.67
2020-04-09,17.06,17.15,16.93
2020-04-10,16.6,17.09,16.53
2020-04-13,15.95,16.55,15.93
2020-04-14,16.03,16.15,15.9
2020-04-15,15.46,16.2,15.4
2020-04-16,15.68,15.73,15.23
2020-04-17,15.57,15.77,15.53
2020-04-20,15.55,15.68,15.44
2020-04-21,15.35,15.55,15.16
2020-04-22,15.69,15.72,15.27
2020-04-23,15.56,15.86,15.48
2020-04-24,15.59,15.78,15.42
2020-04-27,15.48,15.63,15.35
2020-04-28,15.05,15.5,14.38
2020-04-29,14.69,15.2,14.63
2020-04-30,14.95,15.1,14.52
2020-05-06,15.17,15.18,14.8
2020-05-07,15.64,15.67,14.99
2020-05-08,15.52,15.77,15.51
2020-05-11,15.58,15.76,15.31
2020-05-12,15.57,15.73,15.37
2020-05-13,15.67,15.69,15.44
2020-05-14,15.62,15.68,15.51
2020-05-15,15.58,15.8,15.55
2020-05-18,15.7,15.7,15.44
2020-05-19,16.1,16.12,15.66
2020-05-20,15.93,16.37,15.92
2020-05-21,15.54,16.26,15.52
2020-05-22,15.67,15.7,15.4
2020-05-25,15.63,15.68,15.31
2020-05-26,15.86,15.95,15.55
2020-05-27,15.68,15.95,15.61
2020-05-28,15.67,15.72,15.41
2020-05-29,15.95,15.96,15.62
2020-06-01,16.71,16.81,15.82
2020-06-02,16.79,16.94,16.58
2020-06-03,16.85,17.0,16.76
2020-06-04,17.43,17.97,16.81
2020-06-05,17.38,17.57,17.31
2020-06-08,17.09,17.65,16.96
2020-06-09,17.24,17.34,16.89
2020-06-10,17.14,17.4,17.04
2020-06-11,17.11,17.3,16.92
2020-06-12,17.28,17.28,16.62
2020-06-15,17.62,17.65,16.98
2020-06-16,17.35,17.78,17.31
2020-06-17,17.17,17.59,17.05
2020-06-18,17.46,17.52,17.11
2020-06-19,17.55,17.75,17.27
2020-06-22,17.9,18.04,17.47
2020-06-23,18.4,18.88,17.76
2020-06-24,18.6,18.73,18.21
2020-06-29,18.75,18.99,18.19
2020-06-30,18.56,18.98,18.48
2020-07-01,19.4,19.8,18.52
2020-07-02,19.71,20.5,19.39
2020-07-03,20.64,20.8,19.51
2020-07-06,20.82,21.2,20.25
2020-07-07,22.39,22.41,20.52
2020-07-08,22.82,23.39,22.02
2020-07-09,22.77,23.0,22.4
2020-07-10,22.9,22.99,22.55
2020-07-13,22.12,23.47,22.0
2020-07-14,22.44,22.55,21.53
2020-07-15,22.8,23.46,22.12
2020-07-16,22.8,23.96,22.39
2020-07-17,24.4,24.56,22.5
2020-07-20,23.85,25.36,23.46
2020-07-21,24.71,24.81,23.16
2020-07-22,24.3,24.71,23.77
2020-07-23,24.04,24.48,23.41
2020-07-24,22.8,24.68,22.01
2020-07-27,22.92,23.25,22.4
2020-07-28,23.3,23.49,22.95
2020-07-29,23.41,23.5,23.0
2020-07-30,22.85,23.78,22.62
2020-07-31,22.92,23.24,22.33
2020-08-03,23.65,24.48,22.76
2020-08-04,23.97,24.15,23.31
2020-08-05,24.0,24.38,23.73
2020-08-06,23.59,24.3,23.26
2020-08-07,23.32,24.05,22.6
2020-08-10,22.97,23.63,22.81
2020-08-11,22.57,23.29,22.28
2020-08-12,22.66,22.78,22.02
2020-08-13,22.94,23.43,22.23
2020-08-14,22.73,23.3,22.6
2020-08-17,22.35,22.86,22.31
2020-08-18,22.77,23.23,22.06
2020-08-19,22.77,23.53,22.6
2020-08-20,23.54,23.54,22.35
2020-08-21,24.82,25.52,23.67
2020-08-24,24.63,25.49,24.24
2020-08-25,25.99,26.31,24.41
2020-08-26,24.35,26.33,24.09
2020-08-27,24.65,24.98,24.18
2020-08-28,26.05,26.99,24.55
2020-08-31,25.79,26.5,25.3
2020-09-01,25.85,26.06,25.41
2020-09-02,25.8,26.15,25.59
2020-09-03,25.9,26.15,25.53
2020-09-04,26.64,26.93,25.2
2020-09-07,27.16,27.79,26.0
2020-09-08,27.54,28.07,26.81
2020-09-09,25.7,27.6,25.01
2020-09-10,25.25,26.66,24.49
2020-09-11,25.81,26.16,25.0
2020-09-14,26.99,27.56,24.96
2020-09-15,27.97,27.99,26.8
2020-09-16,27.79,28.5,27.49
2020-09-17,27.5,27.74,27.2
2020-09-18,27.47,27.72,27.21
2020-09-21,28.57,28.77,27.12
","date,5日,10日,20日
2019-08-01,14.419487092711154,14.300051369920896,14.227449136948026
2019-08-02,14.452394345962997,14.351853233595488,14.264100042965056
2019-08-05,14.626753753412373,14.48531222552326,14.348305432761629
2019-08-06,14.254607517455163,14.308361229193148,14.270130657218585
2019-08-07,13.80536391064583,14.030952339775695,14.122961458579326
2019-08-08,13.645104095325479,13.872655402569777,14.021873189774134
2019-08-09,13.379977055702492,13.64527793542962,13.87361841018735
2019-08-12,13.409923143014224,13.576197881048868,13.79929993156699
2019-08-13,13.38879661037341,13.499336096511376,13.719875508645861
2019-08-14,13.381762972491556,13.443277014415653,13.650687937876901
2019-08-15,13.325107692045009,13.36960847137916,13.57227645307168
2019-08-16,13.334915601619318,13.339149084011618,13.516866811740684
2019-08-19,13.563172939027975,13.449696135971802,13.54119708891199
2019-08-20,13.706490317984269,13.544865777830378,13.568812602978188
2019-08-21,13.777243562188817,13.614363942121479,13.591882784760466
2019-08-22,13.812329052703191,13.66735481434539,13.612746286992577
2019-08-23,13.77210826485367,13.674485734946673,13.613473586670176
2019-08-26,13.702886996381253,13.653987070722849,13.600432001266395
2019-08-27,13.852912321906706,13.751868557623501,13.651702431343878
2019-08-28,13.97148887526172,13.847743980833902,13.709257568605999
2019-08-29,13.981801912834865,13.888528554029826,13.7430452653797
2019-08-30,13.782851939219055,13.798854473143468,13.7072746927579
2019-09-02,13.956335068809913,13.90051547773546,13.769446403670598
2019-09-03,14.193845896538084,14.061114481545458,13.870503551119127
2019-09-04,14.44564560924637,14.254536476441556,13.999391569315144
2019-09-05,14.662484858311567,14.447999581241703,14.139280477005622
2019-09-06,14.696359540305926,14.54451621895943,14.235749351763536
2019-09-09,14.914041672269427,14.73724169647429,14.38713771090311
2019-09-10,15.03700687844549,14.88485985261319,14.522064347650897
2019-09-11,15.096435094696465,14.99178242481813,14.638935682062119
2019-09-12,15.1999104025084,15.114539438448938,14.765454523318814
2019-09-16,15.178131605701662,15.159540763658027,14.851104145995437
2019-09-17,15.03421529537626,15.11397831975145,14.88329257502555
2019-09-18,14.877561902412054,15.031776078136254,14.885757093347019
2019-09-19,15.057097960826622,15.125119170009182,14.973345897747615
2019-09-20,15.169436435585695,15.199997796138687,15.052543573025673
2019-09-23,15.231649487080205,15.254420750948073,15.120797964144217
2019-09-24,15.332449789179964,15.3333511338883,15.201334570351056
2019-09-25,15.331422169093196,15.357648294901566,15.25246467592762
2019-09-26,15.097474096933162,15.235809260707088,15.220192815178025
2019-09-27,15.257111165202797,15.314055551512206,15.284929973927879
2019-09-30,15.415048621633435,15.41192106679457,15.36245921295959
2019-10-08,15.830237644310003,15.679354310354016,15.536196669736487
2019-10-09,16.002517471687366,15.84650038875814,15.669199924197967
2019-10-10,16.07213989811204,15.958176676325918,15.777810752233798
2019-10-11,16.258400987843892,16.130846697711757,15.921523373349443
2019-10-14,16.719139140186513,16.473845746814288,16.164231225343435
2019-10-15,16.83622952565139,16.650767564913856,16.332214467222027
2019-10-16,16.96424419411896,16.822731176537076,16.500906286834912
2019-10-17,16.68844580298022,16.74602148922577,16.5357682408778
2019-10-18,16.103819206587424,16.429677930307435,16.424571171594284
2019-10-21,15.840227474125356,16.22254950060814,16.343935283390824
2019-10-22,15.79860587368384,16.121825526987678,16.302653431293294
2019-10-23,15.773595620856074,16.03847061813472,16.261035829632558
2019-10-24,15.750969328393058,15.9655315264849,16.21752540442155
2019-10-25,15.611916606365822,15.831562993182626,16.13449283045588
2019-10-28,15.632124662535293,15.785466272767628,16.09024627598098
2019-10-29,15.233092169440024,15.504179500497502,15.914522939769277
2019-10-30,14.936511931459904,15.244998124002707,15.732994105003964
2019-10-31,14.645086055528747,14.970835446382136,15.528767606658624
2019-11-01,14.59833166005615,14.82926091189623,15.38345958777132
2019-11-04,14.556626188728758,14.710710656185952,15.247518469473357
2019-11-05,14.576243069391168,14.6458725294316,15.13988849762878
2019-11-06,14.382045786419884,14.475332212201607,14.977045019564367
2019-11-07,14.49328635105266,14.478017381255858,14.904812194939623
2019-11-08,14.491250340772488,14.443516795870497,14.820060951245086
2019-11-11,14.235762076117691,14.268569567773833,14.66297377941128
2019-11-12,14.199349283369148,14.20142077647693,14.559934404922283
2019-11-13,14.183238121773224,14.154770072336794,14.47096172508052
2019-11-14,14.171273369755788,14.119747036595484,14.392406205073264
2019-11-15,14.076925327775175,14.043417664352276,14.295698342164169
2019-11-18,14.043112272697659,13.999150310557988,14.217933417268837
2019-11-19,14.197738440141245,14.071032484941714,14.2073554772319
2019-11-20,14.274490243433814,14.122423610440187,14.196543553734708
2019-11-21,14.18921435118231,14.088316062701471,14.14736151609882
2019-11-22,13.97695680449472,13.96735758652261,14.052431444327958
2019-11-25,13.765180472134155,13.822009926055024,13.939960964313006
2019-11-26,13.65714871640344,13.718694221905482,13.845172558093847
2019-11-27,13.551673634256076,13.61387315642007,13.747577762453277
2019-11-28,13.459054305051016,13.514815314023387,13.651291974979223
2019-11-29,13.467995235954213,13.47644385542649,13.58706445303353
2019-12-02,13.497747290138497,13.463106139988017,13.539594173590153
2019-12-03,13.614554059760568,13.514240193620513,13.531940777732055
2019-12-04,13.759295506285868,13.60254513221349,13.553050439827969
2019-12-05,13.871481092932019,13.690995706570325,13.58427127034342
2019-12-06,13.94673234333786,13.76868590241018,13.618587902394902
2019-12-09,14.094984860925141,13.893794681363795,13.686238588474279
2019-12-10,14.164765439750024,13.983700734006666,13.74428154385015
2019-12-11,14.20191620369997,14.053350216056634,13.797470615766901
2019-12-12,14.127103631711059,14.051269283674989,13.815455587419692
2019-12-13,14.193064307303649,14.114958269975707,13.868314436437785
2019-12-16,14.386484128977727,14.25693326840922,13.967381980088081
2019-12-17,14.575061368724239,14.41323278741317,14.082424735955211
2019-12-18,14.691644434308884,14.539574356749263,14.189183774332111
2019-12-19,14.889943081867738,14.715734436825514,14.328465583304293
2019-12-20,15.020304360575258,14.86189996359307,14.45918411098171
2019-12-23,14.929319999936904,14.876047135607942,14.5223874036067
2019-12-24,15.158958061882426,15.053582114044083,14.670611528375847
2019-12-25,15.213357415871275,15.143549095838718,14.777519607578022
2019-12-26,15.254939638102847,15.217872477177652,14.875850079599958
2019-12-27,15.262871777083229,15.264060113373873,14.957559603594333
2019-12-30,15.33718919695415,15.339142411542458,15.05204236946189
2019-12-31,15.28719813945743,15.339845688447294,15.10478638080053
2020-01-02,15.365291209519174,15.401478603120868,15.185016409304039
2020-01-03,15.447189106266709,15.468803823584308,15.267063970874446
2020-01-06,15.586122715235978,15.573416448073575,15.368721371879932
2020-01-07,15.70496846197388,15.675730140563957,15.470815331688232
2020-01-08,15.639458964749181,15.673618475518214,15.516921132513726
2020-01-09,15.724848192121629,15.743159642701865,15.596414351488669
2020-01-10,15.693371382940313,15.746962915190036,15.639297332540819
2020-01-13,15.782340425199695,15.81142748883286,15.7105072346489
2020-01-14,15.9205110634039,15.911063195524903,15.80063137460904
2020-01-15,16.022974562227557,16.000205670400568,15.887008447233018
2020-01-16,15.954850054790565,15.992104164477656,15.921099352966179
2020-01-17,15.939589156508507,15.998181531108505,15.957340667156217
2020-01-20,16.049518850993312,16.07140087468425,16.026306090634627
2020-01-21,16.282874398431744,16.227476604691674,16.141569794746115
2020-01-22,16.7140463752453,16.52377600726882,16.340127431946257
2020-01-23,16.997450989912956,16.77390119387769,16.528514727414436
2020-02-03,16.18480293088603,16.386831238008334,16.377706915066035
2020-02-04,16.451981245664506,16.521211474558317,16.47931134155575
2020-02-05,17.15161813604777,16.946996212263407,16.745710327035482
2020-02-06,18.093499183323914,17.596753062718435,17.159105321253268
2020-02-07,19.269501961743988,18.478433167148054,17.736518408844212
2020-02-10,19.01778075640358,18.611510487728275,17.951711268220524
2020-02-11,18.456151247763003,18.466165206869473,18.006944323009563
2020-02-12,18.3591879941713,18.48337488805095,18.12583628556468
2020-02-13,17.83173899322262,18.20949459568315,18.072812823750933
2020-02-14,17.457123993554028,17.947161686058983,17.995369011937402
2020-02-17,17.669836883306427,17.990487203217718,18.05872798673914
2020-02-18,17.996616291717892,18.139143550961403,18.17636444469032
2020-02-19,17.790005329709892,18.015214542394407,18.148430892630493
2020-02-20,18.087066532183012,18.162825221208422,18.25473988160074
2020-02-21,18.184975229706282,18.23080178401091,18.3224917761401
2020-02-24,18.215715180860375,18.266032316663456,18.371581270072408
2020-02-25,17.887631250166596,18.085450034665126,18.299461048370077
2020-02-26,17.54096825317307,17.848681729040955,18.17947636758091
2020-02-27,17.369010448601163,17.677996111919285,18.076727217387692
2020-02-28,16.81269470783574,17.270248017419018,17.831377212650036
2020-03-02,16.925143855513802,17.208193573417383,17.748617891650284
2020-03-03,17.05788304831363,17.198448248972742,17.693763954127576
2020-03-04,17.234891239745373,17.250488213634664,17.675856182557943
2020-03-05,17.425240298187774,17.344482298618775,17.688082644537836
2020-03-06,17.50703540214131,17.40262768448024,17.6900359828521
2020-03-09,17.24371818143829,17.264935663958404,17.590682266752413
2020-03-10,17.31738628541047,17.293259661329465,17.574833240496186
2020-03-11,17.414862522130278,17.34880681126118,17.57841412158353
2020-03-12,17.300978347102383,17.291815835223364,17.52621240182434
2020-03-13,17.122476675189716,17.1812081294386,17.44242630105253
2020-03-16,16.82842296820746,16.98183576013017,17.304429730569918
2020-03-17,17.064574324192293,17.068145636539228,17.312333402074447
2020-03-18,16.971244446386407,16.99904247491094,17.24458712498791
2020-03-19,17.01295956220752,17.003062921261883,17.215211264379768
2020-03-20,17.133392995660515,17.06449601605014,17.22077695431841
2020-03-23,17.416541966566232,17.240678632691868,17.296346356247156
2020-03-24,18.13388129068364,17.709009851015935,17.546358076590217
2020-03-25,18.36671195799319,17.968008109529862,17.713951724521017
2020-03-26,18.296113148131525,18.049882708715888,17.79931567011044
2020-03-27,18.1907233272895,18.075934871519234,17.85541345169171
2020-03-30,17.58269192610533,17.769872769874553,17.726591785805248
2020-03-31,16.877712200456216,17.3187114367116,17.49318818370041
2020-04-01,16.455753189005918,16.954918761231884,17.275429786660396
2020-04-02,16.40757660736069,16.784283374795645,17.140571508932307
2020-04-03,16.274211836922728,16.586278417766575,16.98309730418045
2020-04-07,16.47002617929222,16.593687383135,16.929808013631373
2020-04-08,16.70149631153508,16.670591322492868,16.921017387910865
2020-04-09,16.88420566902801,16.761722345616967,16.93059225086609
2020-04-10,16.72938697579953,16.680521713307748,16.856157231644712
2020-04-13,16.28509122594248,16.408626357355036,16.674987909954247
2020-04-14,16.094838534234633,16.237898842796444,16.534620388933664
2020-04-15,15.686410834116181,15.928307734941633,16.311737947563678
2020-04-16,15.601952874717295,15.778306820263897,16.161471477892885
2020-04-17,15.511976795571425,15.638279536214707,16.014142494984206
2020-04-20,15.467323338665324,15.535673518422612,15.88588323691171
2020-04-21,15.345552542410909,15.401344745572612,15.741563225320284
2020-04-22,15.480815239363288,15.422121525877234,15.68155012535252
2020-04-23,15.491952522523983,15.401910229192652,15.608917631951677
2020-04-24,15.521129923648296,15.403523816397431,15.554459580601307
2020-04-27,15.480638777075955,15.374404851918072,15.490248254388405
2020-04-28,15.223682847813144,15.216253979765177,15.35958775148498
2020-04-29,14.890182118383766,14.985880123868935,15.184515659525623
2020-04-30,14.864161558816956,14.90783216665347,15.083882807291086
2020-05-06,14.984356692474268,14.929706437719034,15.040200288275596
2020-05-07,15.319514897158154,15.107665034458162,15.090880128371527
2020-05-08,15.437416888444533,15.20472277163202,15.115578318306095
2020-05-11,15.532327008077976,15.2999524048928,15.150348688585357
2020-05-12,15.574250727017507,15.369653154269265,15.180894513792776
2020-05-13,15.647966743544242,15.455993221066095,15.227569037250163
2020-05-14,15.655399779384542,15.504336795663441,15.26071921144317
2020-05-15,15.632547819826392,15.52729945979345,15.283858295429347
2020-05-18,15.683219413375394,15.5840827486807,15.327254613200985
2020-05-19,15.929826853466574,15.758158082607512,15.438721851892042
2020-05-20,15.963893843121923,15.829790063745047,15.505127261778446
2020-05-21,15.758602078177418,15.752129156448852,15.492591760467512
2020-05-22,15.71529439618237,15.736103948872097,15.506343046147517
2020-05-25,15.668791604608751,15.709967935572875,15.511827948519155
2020-05-26,15.771591296730616,15.765861416403219,15.559113068614582
2020-05-27,15.727103238036932,15.746885600549046,15.567896461086221
2020-05-28,15.696541518835637,15.728665902314464,15.574289247566755
2020-05-29,15.835565030431102,15.807091859618113,15.631184120422096
2020-06-01,16.332290476647856,16.115555786090205,15.818518162642254
2020-06-02,16.63946951089443,16.368145496006555,15.9944671798552
2020-06-03,16.82605246934908,16.571014789553644,16.15659807893559
2020-06-04,17.23386128762347,16.907778042604058,16.400822256378397
2020-06-05,17.40912506378726,17.133949210593045,16.601007378898437
2020-06-08,17.322672846105917,17.197619192119788,16.719335722921436
2020-06-09,17.341730433124663,17.286270363484967,16.846771526324197
2020-06-10,17.283341534785805,17.31102791246546,16.93651583227227
2020-06-11,17.22479740943678,17.312029977073376,17.006383476531152
2020-06-12,17.28046697489979,17.362220450833277,17.095355552883372
2020-06-15,17.494046006783375,17.505497695223518,17.231540354134207
2020-06-16,17.45296490908904,17.515939563113722,17.297564281197733
2020-06-17,17.32326609799278,17.457939836226544,17.31943362483751
2020-06-18,17.409703726617465,17.505462669096236,17.38858804332869
2020-06-19,17.50370892527094,17.565524642534747,17.462171700702843
2020-06-22,17.745076910753486,17.720920686157733,17.58669554085989
2020-06-23,18.147343025328674,17.996155370362946,17.78217473390582
2020-06-24,18.465312073436685,18.259869320273445,17.984077885275333
2020-06-29,18.704930308880616,18.497235871196224,18.18215209412634
2020-06-30,18.710879490313403,18.601680062435566,18.314977901425
2020-07-01,19.163425849804263,18.9479053454161,18.57831169922345
2020-07-02,19.563065804044175,19.297100606075265,18.857563976339875
2020-07-03,20.273676249923668,19.85194700019998,19.26259757301486
2020-07-06,20.73020575365637,20.30892856981405,19.63930219457407
2020-07-07,21.8153071160202,21.150745039727134,20.243186910230715
2020-07-08,22.600318041957436,21.897390939760616,20.83500014086819
2020-07-09,22.945843115489822,22.41118229631987,21.328389201404825
2020-07-10,23.152093913116456,22.809962219427472,21.76893317883817
2020-07-13,22.782417166159796,22.82203928466719,21.998322392303212
2020-07-14,22.722292260161307,22.912701145375863,22.245252588429445
2020-07-15,22.86420427303294,23.076773923358495,22.51446073003455
2020-07-16,22.9201424706389,23.177458215285426,22.737422852935467
2020-07-17,23.820543617281672,23.76130610607006,23.21075535850347
2020-07-20,23.97955039164716,23.991442095568196,23.509236113777927
2020-07-21,24.513603358959912,24.425121820915933,23.912670599489864
2020-07-22,24.545004304547817,24.589316618184554,24.175775286437826
2020-07-23,24.387293135414904,24.603717544680585,24.34511245388106
2020-07-24,23.58972226742084,24.184805188213282,24.256020090233623
2020-07-27,23.214166074154498,23.89826699295126,24.191651782665232
2020-07-28,23.225678202241184,23.799732598008873,24.19636024941614
2020-07-29,23.300163792252913,23.753615107245494,24.212038969369463
2020-07-30,23.034361410896686,23.52625992393297,24.11601144561815
2020-07-31,22.934631306860954,23.374848274808617,24.038619196509995
2020-08-03,23.29423667097163,23.49977607085567,24.09754645566174
2020-08-04,23.67136831380175,23.694156626197724,24.19977447092507
2020-08-05,23.88883034241494,23.84331529130446,24.286815776200275
2020-08-06,23.770054539308035,23.812807776498076,24.281089354657297
2020-08-07,23.54725923355963,23.695763645875683,24.22115376373747
2020-08-10,23.228543627275933,23.489287371793733,24.100425048596865
2020-08-11,22.835942954785857,23.201669787596938,23.918781587462743
2020-08-12,22.681904549814064,23.018002816767776,23.774182005106123
2020-08-13,22.76656475318059,22.975779379542708,23.696501331067203
2020-08-14,22.70679542654565,22.876909826374103,23.5879554611073
2020-08-17,22.471698456202827,22.680248065116636,23.422384302603998
2020-08-18,22.58702219647237,22.676524140138774,23.35331236285319
2020-08-19,22.658608059206344,22.67712137581016,23.291479665117464
2020-08-20,23.130578658287405,22.93513700048902,23.375816348693277
2020-08-21,24.096945740291503,23.550994170712414,23.67854260124678
2020-08-24,24.501226027816486,23.942402882326018,23.90223876171578
2020-08-25,25.450769930292424,24.67673754440369,24.33866814693674
2020-08-26,25.021592783582577,24.669581820855562,24.413399066385768
2020-08-27,24.922892631313466,24.753400491179352,24.528420076942584
2020-08-28,25.62648227127015,25.268902229456288,24.877646617766256
2020-08-31,25.841801858887543,25.55386117063486,25.12698946304127
2020-09-01,25.965077024618882,25.772259761981346,25.34799810089187
2020-09-02,25.979301873319596,25.9045014714949,25.524397479260347
2020-09-03,26.02125715348441,26.022630170541337,25.68943735607209
2020-09-04,26.43754203872605,26.342282269223944,25.960688254268806
2020-09-07,26.933941761197225,26.738006987541258,26.283225263865038
2020-09-08,27.39079255327361,27.14248363409942,26.624139004021004
2020-09-09,26.5881937327216,26.81812556661854,26.57772926293306
2020-09-10,25.88279495328498,26.415270147342298,26.45014460627892
2020-09-11,25.81008494539259,26.29219271303862,26.43640619476585
2020-09-14,26.43331550350791,26.583944423528273,26.63353728017338
2020-09-15,27.316605140058286,27.116639554565865,26.975918624190214
2020-09-16,27.681777740740863,27.441943252051665,27.232553523721553
2020-09-17,27.694990258739686,27.57534677674706,27.39508183355358
2020-09-18,27.662530237990314,27.652241804791178,27.523636011592455
2020-09-21,28.237822424547222,28.0613288300177,27.827929694643853
"
1561,CN,technical,万泰生物从2020年11月23日到2021年04月02日，5、10、20日双指数移动平均线呈多头排列的天数比例是多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,39.7351,hard,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2020-06-24,154.29,159.44,150.88
2020-06-29,166.65,168.8,152.0
2020-06-30,165.0,175.0,162.0
2020-07-01,169.06,172.33,164.9
2020-07-02,165.14,169.5,162.5
2020-07-03,160.1,164.0,156.0
2020-07-06,164.79,166.8,156.99
2020-07-07,171.5,176.33,160.86
2020-07-08,173.0,174.95,166.88
2020-07-09,190.3,190.3,170.09
2020-07-10,202.0,204.83,187.25
2020-07-13,222.2,222.2,201.0
2020-07-14,233.13,239.0,222.2
2020-07-15,216.12,239.99,215.0
2020-07-16,200.0,213.95,197.0
2020-07-17,220.0,220.0,195.57
2020-07-20,201.02,223.2,198.0
2020-07-21,209.79,215.56,188.93
2020-07-22,216.3,221.1,202.02
2020-07-23,229.25,234.66,211.0
2020-07-24,210.0,238.99,209.5
2020-07-27,222.59,223.33,205.8
2020-07-28,214.99,221.95,205.5
2020-07-29,221.0,226.49,210.05
2020-07-30,243.1,243.1,232.58
2020-07-31,262.71,267.41,235.0
2020-08-03,288.61,288.68,255.03
2020-08-04,260.31,296.8,259.75
2020-08-05,261.3,268.6,245.5
2020-08-06,255.0,265.0,238.88
2020-08-07,265.3,271.86,248.0
2020-08-10,255.6,268.5,239.6
2020-08-11,249.7,258.44,248.5
2020-08-12,228.6,253.4,224.8
2020-08-13,215.0,232.0,208.2
2020-08-14,207.98,217.46,203.98
2020-08-17,217.9,222.0,207.5
2020-08-18,218.55,225.29,215.13
2020-08-19,205.1,218.9,203.33
2020-08-20,209.5,210.48,202.0
2020-08-21,211.55,218.03,210.0
2020-08-24,206.03,215.49,202.0
2020-08-25,205.08,211.0,203.14
2020-08-26,198.29,210.15,198.09
2020-08-27,198.31,200.98,191.57
2020-08-28,218.14,218.14,200.05
2020-08-31,217.53,225.0,213.8
2020-09-01,220.81,225.5,216.53
2020-09-02,212.89,220.0,209.81
2020-09-03,212.51,216.5,205.89
2020-09-04,213.86,220.0,207.6
2020-09-07,197.12,214.79,196.0
2020-09-08,196.51,203.99,193.88
2020-09-09,176.86,192.0,176.86
2020-09-10,174.86,179.78,166.0
2020-09-11,178.82,180.69,173.0
2020-09-14,180.32,186.31,177.72
2020-09-15,183.2,184.85,177.58
2020-09-16,178.55,185.6,176.0
2020-09-17,183.0,184.78,175.0
2020-09-18,184.36,187.88,183.0
2020-09-21,180.33,185.5,177.99
2020-09-22,185.6,193.88,179.0
2020-09-23,201.01,203.96,184.51
2020-09-24,190.05,198.9,189.6
2020-09-25,188.2,193.91,185.88
2020-09-28,179.5,191.0,176.0
2020-09-29,185.17,185.29,174.0
2020-09-30,184.6,187.0,182.29
2020-10-09,191.58,192.4,183.82
2020-10-12,198.88,201.85,191.1
2020-10-13,200.78,205.98,197.12
2020-10-14,192.2,203.68,190.21
2020-10-15,189.6,194.87,188.08
2020-10-16,190.58,193.8,186.68
2020-10-19,181.62,190.99,180.02
2020-10-20,182.98,184.47,178.2
2020-10-21,186.39,189.99,183.52
2020-10-22,181.01,184.8,178.95
2020-10-23,172.67,182.0,168.88
2020-10-26,174.25,175.3,168.09
2020-10-27,174.0,175.2,171.03
2020-10-28,191.4,191.4,180.0
2020-10-29,195.16,201.0,190.01
2020-10-30,192.5,195.83,188.69
2020-11-02,190.5,195.02,184.91
2020-11-03,195.0,195.0,188.0
2020-11-04,195.0,199.0,190.61
2020-11-05,197.5,199.5,192.0
2020-11-06,194.59,197.0,191.0
2020-11-09,207.5,208.25,191.98
2020-11-10,198.5,217.9,198.0
2020-11-11,190.3,196.57,185.33
2020-11-12,189.72,193.58,188.5
2020-11-13,188.6,191.8,186.37
2020-11-16,188.56,191.0,186.52
2020-11-17,180.05,188.56,177.6
2020-11-18,182.88,183.99,180.07
2020-11-19,183.19,184.0,178.0
2020-11-20,182.43,185.45,180.88
2020-11-23,180.1,185.0,179.8
2020-11-24,176.22,178.77,176.1
2020-11-25,171.1,178.45,170.0
2020-11-26,172.33,175.02,170.11
2020-11-27,172.19,174.8,169.97
2020-11-30,169.5,172.36,168.8
2020-12-01,170.99,173.0,169.0
2020-12-02,171.96,173.68,170.68
2020-12-03,184.48,185.9,171.0
2020-12-04,180.81,183.67,177.12
2020-12-07,188.2,189.82,174.66
2020-12-08,182.4,190.0,181.98
2020-12-09,186.09,189.19,179.05
2020-12-10,190.62,193.2,184.52
2020-12-11,193.32,199.0,188.58
2020-12-14,202.74,206.0,192.38
2020-12-15,201.33,211.99,198.0
2020-12-16,203.0,207.94,201.8
2020-12-17,203.2,207.68,201.5
2020-12-18,200.0,204.97,199.1
2020-12-21,203.55,204.8,196.12
2020-12-22,194.4,203.98,194.01
2020-12-23,198.2,198.97,189.3
2020-12-24,201.15,202.87,193.51
2020-12-25,203.93,208.49,196.1
2020-12-28,205.3,207.74,202.0
2020-12-29,195.8,204.98,195.58
2020-12-30,193.85,198.22,193.0
2020-12-31,201.53,203.5,192.06
2021-01-04,221.0,221.68,204.0
2021-01-05,233.0,236.96,218.08
2021-01-06,256.3,256.3,233.55
2021-01-07,246.0,252.93,235.36
2021-01-08,253.4,262.79,246.06
2021-01-11,255.5,265.0,242.41
2021-01-12,281.05,281.05,256.0
2021-01-13,287.8,293.8,270.01
2021-01-14,260.0,290.0,260.0
2021-01-15,246.04,259.21,239.2
2021-01-18,270.64,270.64,245.0
2021-01-19,274.57,283.0,267.99
2021-01-20,290.18,292.8,260.06
2021-01-21,308.69,309.0,290.36
2021-01-22,315.0,318.1,296.11
2021-01-25,313.13,322.15,300.0
2021-01-26,305.1,312.16,295.11
2021-01-27,320.59,325.99,303.0
2021-01-28,313.8,325.82,307.59
2021-01-29,324.0,341.88,316.0
2021-02-01,331.98,338.98,314.21
2021-02-02,320.71,335.43,318.98
2021-02-03,318.19,325.0,306.07
2021-02-04,308.3,321.0,303.5
2021-02-05,310.0,329.9,308.0
2021-02-08,315.0,325.0,300.13
2021-02-09,318.12,324.98,316.0
2021-02-10,337.53,344.0,313.0
2021-02-18,307.2,344.7,305.0
2021-02-19,303.78,314.0,290.9
2021-02-22,273.41,306.0,273.4
2021-02-23,262.96,278.0,251.21
2021-02-24,249.64,265.0,245.06
2021-02-25,254.0,265.19,251.35
2021-02-26,249.59,258.0,243.24
2021-03-01,248.12,255.66,242.18
2021-03-02,245.36,253.0,242.3
2021-03-03,243.18,245.88,236.98
2021-03-04,225.0,238.99,222.24
2021-03-05,236.2,242.36,225.09
2021-03-08,217.32,235.8,214.28
2021-03-09,204.59,221.0,202.71
2021-03-10,211.0,214.5,208.3
2021-03-11,223.01,226.39,211.11
2021-03-12,230.8,230.8,219.0
2021-03-15,217.7,227.62,213.55
2021-03-16,230.71,239.47,217.51
2021-03-17,236.0,240.0,226.0
2021-03-18,237.04,241.0,234.0
2021-03-19,238.34,238.34,226.39
2021-03-22,232.0,236.68,230.44
2021-03-23,239.18,243.68,233.0
2021-03-24,248.5,252.45,235.34
2021-03-25,253.11,255.67,241.3
2021-03-26,248.85,254.97,238.0
2021-03-29,247.1,251.68,243.51
2021-03-30,249.38,253.95,247.12
2021-03-31,242.6,250.49,240.0
2021-04-01,250.69,251.77,240.71
2021-04-02,261.1,262.0,250.69
","date,5日,10日,20日
2020-08-19,206.96208301178254,215.60104943598026,231.22974360302217
2020-08-20,206.2785195235981,212.16017968715596,227.66940472633897
2020-08-21,207.47154469289413,210.44653366729324,224.9620125417857
2020-08-24,205.38827313559295,207.51106703689607,221.62274580983362
2020-08-25,204.00589987283772,205.18299211780717,218.5754753484412
2020-08-26,199.73863399240892,201.37649594493587,214.7268437430978
2020-08-27,197.69222315750625,198.73292426078447,211.4309177011446
2020-08-28,207.86801576893765,203.50465150492164,212.21116039513623
2020-08-31,213.19303295524747,206.9811085359582,212.7929811909422
2020-09-01,217.86381470969098,210.7413447786866,213.90723375901976
2020-09-02,215.8670716328113,210.97319400634154,213.4452297727157
2020-09-03,214.43773341721914,211.06614451390095,212.99306569528574
2020-09-04,214.3382793861538,211.62237933255145,212.86344325824865
2020-09-07,204.94093544055215,206.53482150594382,209.7296394650437
2020-09-08,199.5564564157789,202.6162143160348,206.93929541241977
2020-09-09,185.90819280301542,193.29528836854087,200.9959135878235
2020-09-10,177.72583199700767,185.85118791216757,195.5489646240355
2020-09-11,175.97080141689227,181.81369296493688,191.62083665482095
2020-09-14,176.34069877940848,179.50780980307377,188.561295739842
2020-09-15,178.5472421872592,178.9431174450308,186.50447158277444
2020-09-16,177.46156790327518,177.1686335542737,183.9472575078708
2020-09-17,179.57220512114057,177.4974952950306,182.61223866190323
2020-09-18,181.64668776006513,178.34913016958586,181.7696292332368
2020-09-21,180.63127029291326,177.7857078899216,180.37230378951458
2020-09-22,183.0742769416332,179.2347984997358,180.1840867819368
2020-09-23,193.0018046808828,185.5094856517689,182.87460223122633
2020-09-24,192.21494982267342,186.59916926092265,183.2533271025837
2020-09-25,190.5969087942833,186.83113368487113,183.28939596913628
2020-09-28,184.77812291563401,184.15563437578305,181.7852310642586
2020-09-29,184.75553775671943,184.08507254487998,181.56177425038587
2020-09-30,184.47488460201083,183.88527255741994,181.30818013063615
2020-10-09,188.24182935525022,186.082587522594,182.39666040784212
2020-10-12,194.3424904283288,190.1484731596908,184.69524258117542
2020-10-13,198.6136186354383,193.78700906023693,187.050179529585
2020-10-14,195.9859402124383,193.6175327933219,187.54598796554302
2020-10-15,192.9529786675007,192.59771701816985,187.52241176036995
2020-10-16,191.77688701780613,192.13989928378973,187.69973453336556
2020-10-19,186.1434143937412,188.81987586544307,186.2456179413428
2020-10-20,183.89260273929668,186.80895520141118,185.26004297198773
2020-10-21,184.68528614406614,186.46349739486385,185.05117055515063
2020-10-22,182.23811364128963,184.45129845346065,183.9163686850854
2020-10-23,176.38069101324567,180.23350251901851,181.44813977389742
2020-10-26,174.24287084375442,177.68230019863927,179.63466313889867
2020-10-27,173.1546317857856,175.77836144867825,178.05596990127927
2020-10-28,182.43156645048992,180.19710124585552,179.88333466684452
2020-10-29,189.64003002919293,184.76841958129302,182.1657504076647
2020-10-30,191.9793438387062,187.29274277836132,183.66944446844798
2020-11-02,191.9657784386336,188.4935626779406,184.61764351168824
2020-11-03,194.29688510097537,190.85134913376007,186.26351489618483
2020-11-04,195.41105638413,192.56684753364712,187.6900580032563
2020-11-05,197.24945957840652,194.62212009774848,189.37763584824444
2020-11-06,196.47769882270643,195.13111676965934,190.30485820345478
2020-11-09,203.09717195098347,199.72173051632168,193.44469456947996
2020-11-10,201.52836312455287,200.07671226354785,194.50977880951885
2020-11-11,195.93907441007786,197.55147815173896,193.9303146267886
2020-11-12,192.5061600469692,195.42957835286728,193.31782521982092
2020-11-13,190.04862476925766,193.45013870724677,192.58063706382407
2020-11-16,188.77320633813497,191.95150097068273,191.93381739813208
2020-11-17,183.45488633117657,188.02294179262975,189.8299689425599
2020-11-18,182.28509006906435,186.0650487298792,188.53244248398437
2020-11-19,182.00350394489618,184.75158151498414,187.47526148289205
2020-11-20,181.58796522916631,183.56945613922838,186.43312228260658
2020-11-23,180.2023963300457,181.97020010622734,185.12104804126085
2020-11-24,177.41965500487592,179.55515432855796,183.29759454173512
2020-11-25,173.20514163759202,176.13565577231458,180.81193220274253
2020-11-26,171.78145329240004,174.08671357276936,178.9122228304357
2020-11-27,171.13187477315915,172.61075346984177,177.27203241155928
2020-11-30,169.4662982342566,170.71954865813507,175.39530481323587
2020-12-01,169.55756441316032,169.9057818450708,174.07584929793495
2020-12-02,170.29617555787746,169.71753193400892,173.14372494824025
2020-12-03,177.7648721157654,173.80448754944655,174.64115853093244
2020-12-04,179.79152923974166,175.6800698193032,175.29043038859263
2020-12-07,184.9109847126487,179.54818456790804,177.2125741959871
2020-12-08,184.32952217697976,180.50623875274567,177.83353478030784
2020-12-09,185.9067030303514,182.43001919870323,179.05265639440893
2020-12-10,189.14470529514418,185.33635092868462,180.93622164863308
2020-12-11,192.24773904670272,188.34913990731073,183.05572770346384
2020-12-14,198.9793385977618,193.64434112747165,186.59268637688803
2020-12-15,201.60567855403676,197.02362984088603,189.378698475751
2020-12-16,203.67008758415483,199.9802237782664,192.07066122810144
2020-12-17,204.6242596437457,202.125374305661,194.40969956979322
2020-12-18,203.11230726536988,202.53905773951487,195.82365431598723
2020-12-21,204.06673873438393,203.90560424516866,197.66298095116204
2020-12-22,199.35018175012536,201.7838509391957,197.56217594321072
2020-12-23,198.81502511821873,201.3756077859677,198.14031809367944
2020-12-24,200.14773049090257,201.97254888881616,199.14927057427929
2020-12-25,202.39585171310623,203.2639706555555,200.49764872212376
2020-12-28,204.32658873262938,204.60338619674275,201.88108163931963
2020-12-29,200.01507310434755,202.38255242855433,201.32120625734782
2020-12-30,196.54716914685034,200.03364544559997,200.45907510559906
2020-12-31,198.97285970497924,200.79566158277598,201.08659064708723
2021-01-04,211.15173776359444,207.76641084542186,205.13626581236812
2021-01-05,224.32549048257957,216.8371963569312,210.7720655207965
2021-01-06,244.08877052628637,231.14616198506783,219.8138692229722
2021-01-07,248.50703159834643,238.151464199438,225.67789566195972
2021-01-08,254.30325523055689,245.54670074957218,232.0048842375304
2021-01-11,257.945659597033,251.45105907653567,237.7591321713874
2021-01-12,273.487210471352,263.9836936895761,247.26536114063182
2021-01-13,284.9848763631214,275.1688889697246,256.5780305586244
2021-01-14,274.9632971635609,273.88397377809764,259.4414354059279
2021-01-15,261.0911178344717,267.9499735662449,259.25804177384816
2021-01-18,266.92002503993524,271.38556107512886,263.45061032650983
2021-01-19,272.1073143490374,274.95994408272463,267.66075727935527
2021-01-20,283.35863022541184,282.5001527379672,274.00157365318705
2021-01-21,299.4004783676437,293.92061794559356,282.6966947786757
2021-01-22,311.06791327889744,304.1399172020841,291.19490781084505
2021-01-25,315.65144954179937,310.72176489602947,298.028185074722
2021-01-26,312.9473045984448,312.5528607937606,302.3021541267872
2021-01-27,319.4790952237933,318.6529213271587,308.63615460589904
2021-01-28,318.73332492130453,320.5558404833291,312.69780892457436
2021-01-29,323.52039090672014,324.9782627123909,317.8829925375982
2021-02-01,330.1345990217137,330.5444044454855,323.6306553814785
2021-02-02,327.0181805148537,330.59233719423526,326.3669448715349
2021-02-03,323.5321966768212,329.4646777221013,328.0984023010683
2021-02-04,315.8948486736044,325.06766013423965,327.63178670664036
2021-02-05,312.60104415288527,322.13188273627475,327.38286295059714
2021-02-08,313.62590390446735,321.41844885048755,327.92845721877404
2021-02-09,315.9674078046741,321.7600857087461,328.8237989465217
2021-02-10,328.03058644869105,328.2849802763821,332.98072222981165
2021-02-18,317.59748957395516,322.9320591100432,330.9227775956811
2021-02-19,309.90528101029975,317.6980520776992,328.40257550202153
2021-02-22,288.9337126475307,303.694524987363,320.6069218561731
2021-02-23,272.0826030810188,289.8645762744153,311.90166413831355
2021-02-24,256.1795984869003,275.31379816824654,301.915349642394
2021-02-25,250.80719661319205,266.16579635607576,294.0573883462568
2021-02-26,246.3242183789671,258.1819010485541,286.4615752367544
2021-03-01,243.877981566093,252.0673297749716,279.6425846846515
2021-03-02,241.72876725302746,246.9312174422438,273.2739998137949
2021-03-03,239.96592008577312,242.72039125447577,267.4120607261886
2021-03-04,229.43955244635197,233.90685004598726,259.0957608315612
2021-03-05,230.4901054459034,231.4149141941565,254.01057419825798
2021-03-08,221.10256172949258,223.66362112990106,246.26137993200973
2021-03-09,209.4378132189219,214.05676804953498,237.34613129290847
2021-03-10,207.27594574545475,209.4317914238507,230.91386534305087
2021-03-11,213.4011217855299,210.35782223066207,227.64651053744814
2021-03-12,221.51885316050448,213.97118757305105,226.3429705669892
2021-03-15,218.88019453154823,212.61579784116097,222.93990976970207
2021-03-16,224.80410241517342,216.1773700754772,222.46674744113187
2021-03-17,231.03205009509867,220.79074090752434,223.11382546748484
2021-03-18,234.9297990533878,224.72561755021627,223.94906325805954
2021-03-19,237.61882091780654,228.1965476151517,224.98735030877435
2021-03-22,235.37185053334747,228.75951575398773,224.80828505723912
2021-03-23,237.98743585877153,231.61705588811805,226.02942860364914
2021-03-24,244.46020313020765,236.86096107251544,228.839032018251
2021-03-25,250.34696601415618,242.28007244149168,232.15356876337182
2021-03-26,250.90364218322702,244.85749170695541,234.28412089474392
2021-03-29,249.95064912689998,246.13634289434992,235.84283480822774
2021-03-30,250.47702453221015,247.77800880014792,237.63450007701402
2021-03-31,246.82241087543576,246.68861130567717,237.97774987684127
2021-04-01,249.22342581959876,248.49856467530665,239.7682310066151
2021-04-02,256.2368295926047,253.22395280951127,243.22140734181215
"
1562,CN,technical,2021年01月01日-2021年10月19日，潞安环能的5、10、20日双指数移动平均线处于多头排列的天数占比多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,39.6825,hard,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2020-08-06,6.36,6.42,6.27
2020-08-07,6.25,6.4,6.2
2020-08-10,6.3,6.34,6.18
2020-08-11,6.17,6.35,6.15
2020-08-12,6.28,6.31,6.13
2020-08-13,6.31,6.42,6.26
2020-08-14,6.3,6.32,6.23
2020-08-17,6.46,6.52,6.28
2020-08-18,6.56,6.7,6.44
2020-08-19,6.53,6.69,6.47
2020-08-20,6.43,6.59,6.38
2020-08-21,6.4,6.44,6.35
2020-08-24,6.35,6.44,6.3
2020-08-25,6.28,6.38,6.26
2020-08-26,6.21,6.3,6.2
2020-08-27,6.26,6.28,6.2
2020-08-28,6.33,6.35,6.22
2020-08-31,6.3,6.42,6.3
2020-09-01,6.4,6.4,6.31
2020-09-02,6.37,6.4,6.28
2020-09-03,6.4,6.55,6.35
2020-09-04,6.32,6.35,6.28
2020-09-07,6.29,6.4,6.26
2020-09-08,6.42,6.44,6.26
2020-09-09,6.39,6.5,6.34
2020-09-10,6.35,6.55,6.28
2020-09-11,6.23,6.3,6.16
2020-09-14,6.17,6.27,6.13
2020-09-15,6.21,6.22,6.13
2020-09-16,6.21,6.26,6.15
2020-09-17,6.18,6.27,6.15
2020-09-18,6.37,6.46,6.17
2020-09-21,6.42,6.48,6.35
2020-09-22,6.24,6.38,6.22
2020-09-23,6.23,6.31,6.22
2020-09-24,6.12,6.21,6.11
2020-09-25,6.13,6.24,6.12
2020-09-28,6.33,6.42,6.18
2020-09-29,6.26,6.37,6.25
2020-09-30,6.1,6.28,6.04
2020-10-09,6.4,6.46,6.16
2020-10-12,6.48,6.53,6.38
2020-10-13,6.48,6.58,6.43
2020-10-14,6.38,6.48,6.35
2020-10-15,6.49,6.71,6.35
2020-10-16,6.7,6.78,6.43
2020-10-19,6.45,6.66,6.44
2020-10-20,6.41,6.46,6.37
2020-10-21,6.3,6.4,6.26
2020-10-22,6.31,6.35,6.26
2020-10-23,6.27,6.34,6.23
2020-10-26,6.24,6.27,6.21
2020-10-27,6.25,6.26,6.18
2020-10-28,6.26,6.26,6.16
2020-10-29,6.2,6.24,6.15
2020-10-30,5.88,6.13,5.86
2020-11-02,5.8,5.94,5.78
2020-11-03,5.92,5.94,5.82
2020-11-04,5.94,5.98,5.88
2020-11-05,5.96,5.98,5.91
2020-11-06,5.96,6.03,5.94
2020-11-09,6.06,6.12,5.97
2020-11-10,6.03,6.12,6.0
2020-11-11,6.11,6.19,5.99
2020-11-12,6.07,6.1,6.02
2020-11-13,6.03,6.07,5.91
2020-11-16,6.33,6.35,6.01
2020-11-17,6.33,6.42,6.27
2020-11-18,6.39,6.47,6.25
2020-11-19,6.35,6.44,6.27
2020-11-20,6.45,6.46,6.26
2020-11-23,6.89,6.92,6.45
2020-11-24,6.77,6.84,6.65
2020-11-25,6.66,6.9,6.65
2020-11-26,6.64,6.72,6.56
2020-11-27,6.68,6.74,6.52
2020-11-30,6.57,6.83,6.57
2020-12-01,6.66,6.74,6.58
2020-12-02,6.77,6.84,6.67
2020-12-03,6.52,6.77,6.48
2020-12-04,6.52,6.54,6.42
2020-12-07,6.4,6.63,6.38
2020-12-08,6.38,6.45,6.36
2020-12-09,6.45,6.6,6.42
2020-12-10,6.47,6.57,6.41
2020-12-11,6.4,6.69,6.38
2020-12-14,6.05,6.33,6.01
2020-12-15,6.06,6.1,5.99
2020-12-16,6.05,6.18,6.05
2020-12-17,6.22,6.28,6.02
2020-12-18,6.74,6.8,6.31
2020-12-21,6.84,6.89,6.65
2020-12-22,6.54,6.85,6.54
2020-12-23,6.62,6.77,6.54
2020-12-24,6.64,6.75,6.54
2020-12-25,6.81,6.91,6.51
2020-12-28,6.82,6.94,6.74
2020-12-29,6.48,6.83,6.46
2020-12-30,6.55,6.75,6.42
2020-12-31,6.5,6.61,6.4
2021-01-04,6.65,6.73,6.42
2021-01-05,6.47,6.68,6.36
2021-01-06,6.35,6.53,6.3
2021-01-07,6.47,6.61,6.35
2021-01-08,6.36,6.58,6.32
2021-01-11,6.09,6.31,6.07
2021-01-12,6.12,6.15,6.05
2021-01-13,6.12,6.22,6.03
2021-01-14,6.01,6.14,6.0
2021-01-15,6.08,6.12,6.02
2021-01-18,6.08,6.18,6.04
2021-01-19,6.07,6.18,6.04
2021-01-20,6.01,6.09,5.99
2021-01-21,6.01,6.14,6.0
2021-01-22,5.84,6.05,5.82
2021-01-25,5.78,5.82,5.71
2021-01-26,5.8,5.89,5.72
2021-01-27,5.78,5.9,5.76
2021-01-28,5.62,5.75,5.59
2021-01-29,5.46,5.65,5.44
2021-02-01,5.48,5.52,5.41
2021-02-02,5.41,5.51,5.39
2021-02-03,5.44,5.46,5.31
2021-02-04,5.41,5.47,5.33
2021-02-05,5.33,5.45,5.33
2021-02-08,5.35,5.41,5.32
2021-02-09,5.39,5.41,5.28
2021-02-10,5.42,5.46,5.36
2021-02-18,5.73,5.79,5.52
2021-02-19,5.86,5.89,5.67
2021-02-22,6.05,6.24,5.87
2021-02-23,5.86,6.03,5.84
2021-02-24,5.81,5.95,5.8
2021-02-25,5.87,6.01,5.86
2021-02-26,5.73,5.84,5.72
2021-03-01,5.86,5.89,5.73
2021-03-02,5.86,6.0,5.79
2021-03-03,6.01,6.06,5.82
2021-03-04,6.04,6.1,5.96
2021-03-05,5.92,6.06,5.87
2021-03-08,5.98,6.07,5.96
2021-03-09,6.03,6.12,5.86
2021-03-10,5.94,6.12,5.93
2021-03-11,6.1,6.12,5.9
2021-03-12,6.14,6.25,6.03
2021-03-15,6.21,6.26,6.07
2021-03-16,6.11,6.19,6.03
2021-03-17,6.11,6.11,5.97
2021-03-18,6.0,6.09,5.99
2021-03-19,5.94,6.04,5.9
2021-03-22,5.97,6.04,5.91
2021-03-23,5.88,6.1,5.87
2021-03-24,5.96,5.99,5.8
2021-03-25,6.0,6.07,5.91
2021-03-26,5.96,6.01,5.93
2021-03-29,6.2,6.28,6.04
2021-03-30,6.13,6.2,6.07
2021-03-31,6.13,6.17,6.09
2021-04-01,6.14,6.16,6.04
2021-04-02,6.09,6.15,6.06
2021-04-06,6.06,6.13,6.05
2021-04-07,6.11,6.13,6.01
2021-04-08,6.19,6.27,6.11
2021-04-09,6.31,6.32,6.12
2021-04-12,6.32,6.4,6.26
2021-04-13,6.15,6.32,6.13
2021-04-14,6.21,6.25,6.08
2021-04-15,6.35,6.37,6.17
2021-04-16,6.48,6.57,6.33
2021-04-19,6.87,7.13,6.64
2021-04-20,7.07,7.09,6.79
2021-04-21,7.36,7.5,6.98
2021-04-22,7.5,7.6,7.33
2021-04-23,7.42,7.43,7.22
2021-04-26,8.04,8.14,7.71
2021-04-27,8.41,8.5,7.99
2021-04-28,9.25,9.25,8.34
2021-04-29,9.25,9.48,9.04
2021-04-30,8.95,9.34,8.82
2021-05-06,9.22,9.33,8.95
2021-05-07,10.14,10.14,9.29
2021-05-10,11.15,11.15,10.58
2021-05-11,11.22,11.69,10.61
2021-05-12,11.45,11.6,10.76
2021-05-13,10.32,10.96,10.31
2021-05-14,10.38,10.63,10.04
2021-05-17,10.35,10.88,10.32
2021-05-18,10.31,10.58,10.14
2021-05-19,9.94,10.27,9.78
2021-05-20,9.77,9.91,9.2
2021-05-21,9.9,10.13,9.59
2021-05-24,9.88,10.16,9.76
2021-05-25,9.98,10.35,9.5
2021-05-26,10.1,10.39,9.88
2021-05-27,10.48,10.86,10.01
2021-05-28,10.22,10.86,9.99
2021-05-31,10.38,10.48,10.1
2021-06-01,11.42,11.42,10.34
2021-06-02,12.13,12.49,11.66
2021-06-03,12.1,12.7,11.99
2021-06-04,12.06,12.16,11.27
2021-06-07,12.56,13.2,12.04
2021-06-08,11.94,12.67,11.93
2021-06-09,12.98,13.13,12.05
2021-06-10,12.95,13.25,12.6
2021-06-11,12.68,13.39,12.58
2021-06-15,12.71,13.3,12.4
2021-06-16,12.2,13.08,12.17
2021-06-17,12.3,12.7,12.01
2021-06-18,12.13,12.55,11.7
2021-06-21,12.51,12.9,11.77
2021-06-22,12.63,12.78,12.26
2021-06-23,12.59,12.98,12.14
2021-06-24,12.95,13.55,12.54
2021-06-25,13.84,13.93,12.73
2021-06-28,12.46,12.98,12.46
2021-06-29,11.49,12.13,11.36
2021-06-30,11.81,11.88,11.37
2021-07-01,11.6,12.07,11.44
2021-07-02,11.82,11.93,11.5
2021-07-05,12.24,12.33,11.76
2021-07-06,12.49,12.57,11.94
2021-07-07,12.05,12.35,11.9
2021-07-08,10.85,11.95,10.85
2021-07-09,10.98,11.07,10.47
2021-07-12,11.02,11.25,10.83
2021-07-13,12.12,12.12,11.02
2021-07-14,12.44,12.85,12.12
2021-07-15,12.46,12.65,12.01
2021-07-16,12.71,13.11,12.42
2021-07-19,12.87,13.45,12.71
2021-07-20,13.09,13.18,12.3
2021-07-21,12.86,13.2,12.45
2021-07-22,12.88,13.05,12.64
2021-07-23,12.7,13.55,12.61
2021-07-26,12.49,12.82,12.22
2021-07-27,12.27,12.97,12.23
2021-07-28,12.02,12.49,11.88
2021-07-29,12.17,12.58,11.88
2021-07-30,12.5,12.7,12.15
2021-08-02,12.45,12.52,11.81
2021-08-03,11.79,12.85,11.7
2021-08-04,12.97,12.97,11.94
2021-08-05,12.43,13.26,12.23
2021-08-06,13.05,13.22,12.0
2021-08-09,12.81,13.44,12.5
2021-08-10,12.82,13.03,12.51
2021-08-11,14.1,14.1,12.73
2021-08-12,15.26,15.5,13.92
2021-08-13,14.85,15.43,14.59
2021-08-16,14.05,14.99,13.95
2021-08-17,13.37,14.13,13.17
2021-08-18,13.13,13.75,12.85
2021-08-19,13.05,13.37,12.87
2021-08-20,12.87,13.04,12.51
2021-08-23,13.26,13.64,13.17
2021-08-24,13.37,13.73,13.18
2021-08-25,14.03,14.15,13.33
2021-08-26,14.74,15.2,13.71
2021-08-27,14.5,14.81,13.79
2021-08-30,14.68,14.82,13.81
2021-08-31,15.9,16.08,14.33
2021-09-01,15.0,16.72,14.95
2021-09-02,15.65,16.43,14.95
2021-09-03,14.82,15.39,14.4
2021-09-06,15.14,15.52,14.75
2021-09-07,16.18,16.4,15.16
2021-09-08,17.11,17.43,15.88
2021-09-09,17.88,18.8,16.69
2021-09-10,17.88,18.68,17.23
2021-09-13,19.43,19.67,18.21
2021-09-14,18.04,19.25,17.85
2021-09-15,17.68,18.42,17.5
2021-09-16,17.76,19.12,17.6
2021-09-17,16.02,18.1,15.98
2021-09-22,16.8,16.93,15.9
2021-09-23,16.43,17.47,16.13
2021-09-24,15.26,16.39,15.1
2021-09-27,15.11,15.79,14.76
2021-09-28,15.45,15.54,14.74
2021-09-29,14.19,15.66,13.99
2021-09-30,15.01,15.08,14.08
2021-10-08,14.33,15.56,13.86
2021-10-11,14.72,14.84,13.96
2021-10-12,15.1,15.17,14.33
2021-10-13,13.59,14.9,13.59
2021-10-14,13.76,13.86,13.06
2021-10-15,14.55,14.75,13.5
2021-10-18,15.37,15.67,14.53
2021-10-19,15.42,15.98,15.12
","date,5日,10日,20日
2020-09-29,6.249847001121723,6.231161116017121,6.235243793583253
2020-09-30,6.167722866569904,6.1850362491396425,6.2076089968155665
2020-10-09,6.290365154927995,6.250521710183987,6.23843303849267
2020-10-12,6.4014989325395915,6.325746796992713,6.2796433489041545
2020-10-13,6.459614063418124,6.381203365947557,6.315195159931205
2020-10-14,6.432152558984347,6.388535338026499,6.3276519017476245
2020-10-15,6.4752638282377415,6.4295249941115244,6.358278378366074
2020-10-16,6.612728411435057,6.528385012015997,6.422639023594637
2020-10-19,6.544631736029968,6.517592626910198,6.432488540223056
2020-10-20,6.481629687402155,6.494910364916723,6.433453894739988
2020-10-21,6.384558811633998,6.4405557807750835,6.414076745990899
2020-10-22,6.33757633222215,6.402828967233156,6.398994075509302
2020-10-23,6.291408971125534,6.361281960903993,6.378584052049225
2020-10-26,6.251844702735314,6.320534561265331,6.355449460944271
2020-10-27,6.238500060924624,6.293900861961258,6.337278519373601
2020-10-28,6.239402435572694,6.277926208312704,6.323426310791956
2020-10-29,6.208758775908203,6.246805119231848,6.300627325437891
2020-10-30,6.016388396511963,6.1186395928477415,6.223001604316419
2020-11-02,5.87129173939008,5.99850764236424,6.141834049345633
2020-11-03,5.865549698514792,5.951195918739278,6.094058939273442
2020-11-04,5.880158824957464,5.925104734536143,6.056999867860394
2020-11-05,5.904411900603377,5.914742710911364,6.02923042511311
2020-11-06,5.921367500823409,5.909302258372087,6.005870582636416
2020-11-09,5.988751378607487,5.9403941121806,6.004472883170131
2020-11-10,6.009949615555135,5.955244225484462,5.99839020507487
2020-11-11,6.0660433191368535,5.994102756688387,6.008210142461064
2020-11-12,6.0736357074913006,6.010723665785614,6.009915713496373
2020-11-13,6.054383912594243,6.010586467221422,6.004600630253202
2020-11-16,6.209784902351746,6.110309946952122,6.054901882924863
2020-11-17,6.292209241982663,6.184329468194917,6.098573412817766
2020-11-18,6.366374588264998,6.258529991731171,6.147306130822452
2020-11-19,6.379739787916591,6.299324392057715,6.182143515576197
2020-11-20,6.437931011326565,6.361366118158702,6.230324290709525
2020-11-23,6.7095792204724924,6.55128277387395,6.35157590671926
2020-11-24,6.78369184448485,6.649944906249482,6.433946722484876
2020-11-25,6.753998361325359,6.683596584740557,6.484468440401994
2020-11-26,6.7192458842183225,6.698732118780349,6.523789225904196
2020-11-27,6.717217462813159,6.720145753343174,6.564287290898932
2020-11-30,6.651069557431626,6.696789731741654,6.578533667995311
2020-12-01,6.662662759769651,6.706715379041739,6.606444796022095
2020-12-02,6.728630543056591,6.748179146935459,6.6497330908828225
2020-12-03,6.6236572752889415,6.694012606535866,6.640908016236998
2020-12-04,6.565485014582327,6.651999877622556,6.632587190812756
2020-12-07,6.467910119314683,6.579842600329431,6.602985905684861
2020-12-08,6.405886819271877,6.518982188246282,6.573285208283706
2020-12-09,6.414333483778199,6.49678696401719,6.559917651379053
2020-12-10,6.433161614250098,6.48699389774756,6.5516061805216905
2020-12-11,6.406733937320931,6.456735931145657,6.531363854667736
2020-12-14,6.199795643427865,6.3189025508205585,6.4501100336882615
2020-12-15,6.096734663538962,6.2210503689229135,6.3817810778870285
2020-12-16,6.041292598750676,6.146916251489848,6.321114689325138
2020-12-17,6.1120636145391405,6.150283784398626,6.299833453433656
2020-12-18,6.444399219940777,6.326743578018599,6.376019712003816
2020-12-21,6.680504020125862,6.491588776127221,6.459827332175728
2020-12-22,6.636494595749692,6.514283866559367,6.477458265403294
2020-12-23,6.650657674276984,6.556772848863222,6.5069705870212955
2020-12-24,6.664657078702781,6.593917610608338,6.535782527511121
2020-12-25,6.762583805258383,6.6765048441531425,6.591152097594529
2020-12-28,6.816930816476608,6.739509361016915,6.640276375167618
2020-12-29,6.652537175187309,6.671950091776402,6.620441360889193
2020-12-30,6.59919142626014,6.643519503548409,6.6156291032972
2020-12-31,6.542238712708051,6.604866977427243,6.602024247506048
2021-01-04,6.595566538606228,6.625112245811347,6.617172887119131
2021-01-05,6.525315956938057,6.579983466934214,6.597218164560961
2021-01-06,6.421280592092419,6.506468054068225,6.5579607325842195
2021-01-07,6.433789253039645,6.49175218085816,6.545707272552608
2021-01-08,6.3822609631228975,6.444818342399913,6.5150353266078875
2021-01-11,6.206886060590686,6.3213397119477,6.439541644538782
2021-01-12,6.132620986066294,6.240950225051666,6.380014692599773
2021-01-13,6.098211954492532,6.183137420598896,6.328927870784851
2021-01-14,6.024228834405023,6.1059854632181505,6.265258813736492
2021-01-15,6.028655354987794,6.074305707840358,6.223522839021289
2021-01-18,6.036327658025938,6.053286839931577,6.188056221723619
2021-01-19,6.039034497373342,6.036793652656058,6.156229297162726
2021-01-20,6.010344815152927,6.0070157784416685,6.118509485473083
2021-01-21,5.997555532482418,5.987180481539749,6.086648056988153
2021-01-22,5.898809681019701,5.918458324719794,6.029032256736425
2021-01-25,5.815054893589638,5.850025861899171,5.9692693703014585
2021-01-26,5.785046666555205,5.808512366559773,5.922259212740849
2021-01-27,5.7622600471448795,5.773829369958695,5.879039929905604
2021-01-28,5.665214877724193,5.697923252565951,5.813737615113891
2021-01-29,5.52817092712342,5.591641529267802,5.729499324637103
2021-02-01,5.470799068287142,5.522754044108947,5.661726036290913
2021-02-02,5.407433901216891,5.45208542861884,5.591900500603525
2021-02-03,5.396223393494903,5.413304440443849,5.538534014468466
2021-02-04,5.379438346341253,5.378308756113685,5.488512614122367
2021-02-05,5.330929620235047,5.329483256483949,5.432340786500073
2021-02-08,5.32037800638395,5.303427070567054,5.389058716392027
2021-02-09,5.341201955074135,5.300747241298153,5.3605302307353995
2021-02-10,5.372545715039313,5.311821165794242,5.34288645693725
2021-02-18,5.563971195575023,5.42528978745545,5.385378637960194
2021-02-19,5.73971905408256,5.554296392453268,5.446871070607457
2021-02-22,5.936749318521181,5.713572007618644,5.53542273478712
2021-02-23,5.931346178435992,5.768506196031211,5.578110852314808
2021-02-24,5.893239651905242,5.79177598509975,5.606541616528496
2021-02-25,5.9003879010132145,5.827790439431589,5.642544653750778
2021-02-26,5.822410689393068,5.807013654664256,5.648682789402117
2021-03-01,5.84970851874044,5.833534529169951,5.6780277685688425
2021-03-02,5.8629843852570005,5.85216306403178,5.703699937287464
2021-03-03,5.951886505346916,5.914479254673772,5.753343595242732
2021-03-04,6.014522280348332,5.969270117676304,5.801751727081462
2021-03-05,5.978524593643591,5.96861705513498,5.821770612989525
2021-03-08,5.989356222481086,5.986407416404508,5.849933278206877
2021-03-09,6.020908477244295,6.01463377671206,5.883237108208322
2021-03-10,5.9859418707785785,6.004285017026633,5.895504079178138
2021-03-11,6.054185393373974,6.048124772376831,5.9349742837209725
2021-03-12,6.111828581930373,6.092410070673184,5.9760374281769355
2021-03-15,6.17946682329651,6.146769317609645,6.023837077691436
2021-03-16,6.157365283537404,6.152190984811421,6.046513551986151
2021-03-17,6.1422795676958675,6.154425622035372,6.065652220948617
2021-03-18,6.070877075355645,6.118089284241972,6.0617666214285615
2021-03-19,5.99793407038714,6.070026470206986,6.047141297364041
2021-03-22,5.9757445048025675,6.043471149399864,6.039639467031278
2021-03-23,5.9152441973424725,5.993513582598407,6.016540331842495
2021-03-24,5.928883594322155,5.98276467977765,6.010905526557869
2021-03-25,5.960625149166218,5.9880397223595345,6.013087415868568
2021-03-26,5.956885268078445,5.978743189795026,6.007498555047
2021-03-29,6.088902513364051,6.051239124531347,6.0460301355985315
2021-03-30,6.121032120894982,6.081546680031482,6.066269999627349
2021-03-31,6.136308377475952,6.10343697156359,6.083416282883346
2021-04-01,6.147952449570168,6.122274704851577,6.0996887162708315
2021-04-02,6.124466209437579,6.1189421228426575,6.104304574746567
2021-04-06,6.0935316349966975,6.105837101073291,6.102511165700658
2021-04-07,6.103834975801117,6.112077967456666,6.109727797609104
2021-04-08,6.153543685514068,6.1426333253676315,6.130150230553577
2021-04-09,6.246353813662704,6.2043230004859575,6.169179476292217
2021-04-12,6.30023011354402,6.252418634226789,6.2042199293681355
2021-04-13,6.231927345319713,6.230650632541666,6.203114994771613
2021-04-14,6.225800854406721,6.233247238602314,6.21261308690669
2021-04-15,6.299100096844644,6.280497950474242,6.2457612930589255
2021-04-16,6.409555304945427,6.357401387331507,6.297424461423374
2021-04-19,6.683140363551838,6.541860666968802,6.4121199397314745
2021-04-20,6.93660701587115,6.742304956082401,6.546443268326255
2021-04-21,7.225191415138495,6.98318733289126,6.71375607682832
2021-04-22,7.446207657575259,7.203176780742108,6.881975803726126
2021-04-23,7.505969581149905,7.333808501014424,7.010772670381916
2021-04-26,7.86742270483309,7.629064164964836,7.23238849392208
2021-04-27,8.252799348155275,7.962613356040242,7.488247356330949
2021-04-28,8.908211262058991,8.478373943254677,7.858433433211398
2021-04-29,9.23748197245409,8.84914346219146,8.174087492215925
2021-04-30,9.218548735690344,9.011422447192402,8.387817118818578
2021-05-06,9.330295215385307,9.207281190963528,8.616853687363438
2021-05-07,9.87881640465137,9.642945930480941,8.976705810935414
2021-05-10,10.712735110475021,10.284905105513893,9.465050013578821
2021-05-11,11.170839523010532,10.766385045642929,9.892787104508418
2021-05-12,11.507681537136255,11.179726656947725,10.296691733550485
2021-05-13,11.023202261510328,11.091807350236135,10.43279786540986
2021-05-14,10.76307788773099,11.027272695322221,10.554074786361324
2021-05-17,10.588236178525616,10.952757010782417,10.64633027234326
2021-05-18,10.46183584348705,10.869725618296025,10.71190603050676
2021-05-19,10.183231711971349,10.673325244208572,10.694820371946665
2021-05-20,9.937937463300885,10.46141010968032,10.643148707030608
2021-05-21,9.882480301302806,10.339668239138923,10.616513637046893
2021-05-24,9.848668195825569,10.237025557565296,10.584583217971359
2021-05-25,9.892677460521735,10.189569694443602,10.570194977249926
2021-05-26,9.988606304773171,10.19054321766152,10.574832313282949
2021-05-27,10.254729535021236,10.313821585512807,10.64325578052737
2021-05-28,10.25359213346246,10.315889861991344,10.650620516475502
2021-05-31,10.338243051273842,10.366997059898747,10.68176833418837
2021-06-01,10.958283120159585,10.745440818501265,10.893190757901724
2021-06-02,11.679602804091072,11.255789423235141,11.199836408534185
2021-06-03,12.033566796494947,11.616409913239302,11.453849411355458
2021-06-04,12.176043371286118,11.860580326771366,11.660387498369195
2021-06-07,12.504250363272627,12.195914890316917,11.923785909748974
2021-06-08,12.311870097125226,12.227472246398918,12.032701290404539
2021-06-09,12.76282663471247,12.582895856787735,12.309680082366084
2021-06-10,12.970715469783192,12.824034113104613,12.537051110866429
2021-06-11,12.910808788727602,12.900365206569484,12.67794167060602
2021-06-15,12.875204842844274,12.954095435861852,12.798734698686676
2021-06-16,12.55769143991343,12.813399293954697,12.804293302637625
2021-06-17,12.432386434176006,12.73199446196876,12.821503014237948
2021-06-18,12.267541272273153,12.607021162475075,12.80002159435306
2021-06-21,12.39010550339709,12.633211890500789,12.845293977673116
2021-06-22,12.52456677240805,12.686340827757643,12.901081176012903
2021-06-23,12.573819917256476,12.706820832772312,12.937033225665086
2021-06-24,12.797507990827274,12.83567700694668,13.028621790340319
2021-06-25,13.40831291343349,13.219930247280045,13.264333773756185
2021-06-28,12.961080333099199,13.041457449576592,13.21216754001039
2021-06-29,12.167745815939602,12.582101032946133,12.986678468485959
2021-06-30,11.917625384319825,12.344280587666368,12.846569015664503
2021-07-01,11.677835705342163,12.09799481561408,12.684379018995104
2021-07-02,11.684836325202966,11.989390461905884,12.58168490363539
2021-07-05,11.936299231229658,12.04993166440186,12.5669018758363
2021-07-06,12.220693941549335,12.179387125100757,12.597186953979572
2021-07-07,12.132570041519266,12.13086104093718,12.541187329022211
2021-07-08,11.417562748003762,11.699009330350417,12.273204077490021
2021-07-09,11.108941423329785,11.424827298293149,12.064508453650836
2021-07-12,10.979671787549153,11.239802060360827,11.8910908708378
2021-07-13,11.537810639696744,11.472312370162795,11.940777694241751
2021-07-14,12.028337836240482,11.75515605291741,12.04112652070855
2021-07-15,12.303201275122088,11.973748731359182,12.130517496381298
2021-07-16,12.581673772944793,12.218798417543862,12.25203239940247
2021-07-19,12.808586686094351,12.451970573831332,12.38468262705107
2021-07-20,13.03848279348367,12.69460745287232,12.53758059002826
2021-07-21,13.018605197491851,12.794071563540346,12.626029211966246
2021-07-22,13.00325902177417,12.869445999159755,12.704183034351162
2021-07-23,12.882743052369179,12.860748026337715,12.737100943066693
2021-07-26,12.692208949037054,12.780189944487004,12.725615594481752
2021-07-27,12.462837242107549,12.643942304752658,12.674167355894246
2021-07-28,12.20057901212693,12.457728849897348,12.583034740126292
2021-07-29,12.147288797454774,12.368189963592641,12.53053811143528
2021-07-30,12.309461057883283,12.41078988388147,12.544158439319187
2021-08-02,12.374930833864479,12.425727355020886,12.545837134577267
2021-08-03,12.04570286387118,12.218347402477159,12.426614142400076
2021-08-04,12.526523447888469,12.455445206064347,12.53730358288632
2021-08-05,12.489496657686324,12.452661249587525,12.533878806659537
2021-08-06,12.81087401118689,12.655007154769569,12.642604748962244
2021-08-09,12.84694461149971,12.724180623370124,12.691764944371378
2021-08-10,12.864426588138775,12.776629618933466,12.734893676265282
2021-08-11,13.57837117907405,13.236314331040054,13.003170087849496
2021-08-12,14.598083088481502,13.956059821589417,13.443158986331364
2021-08-13,14.897056927275756,14.345441188929428,13.745434170926893
2021-08-16,14.580261197042564,14.358318263299864,13.857768876040904
2021-08-17,14.002767406156412,14.131952725868507,13.82811298724724
2021-08-18,13.542462676189636,13.87589140822046,13.756144216717757
2021-08-19,13.247609165516664,13.653374611837208,13.677039221189377
2021-08-20,12.994606586826825,13.424966686594296,13.573943846426335
2021-08-23,13.084982486650581,13.382645127164107,13.553913901584696
2021-08-24,13.205707054722183,13.386623417887233,13.554806269625125
2021-08-25,13.644283856673765,13.60691885488743,13.673588400654818
2021-08-26,14.276508673466273,14.003086251395418,13.90285369702466
2021-08-27,14.475663183877804,14.213311161408356,14.05458466573535
2021-08-30,14.666880390296502,14.42302168261013,14.21548385177076
2021-08-31,15.43110132756076,14.975207347791144,14.572723467987768
2021-09-01,15.322854929949234,15.077903293977075,14.713931194931961
2021-09-02,15.59998376101642,15.358950884598169,14.950031568281455
2021-09-03,15.267598379155563,15.282331473870201,14.999083968521912
2021-09-06,15.247916167311235,15.321542232841718,15.095663516396556
2021-09-07,15.804955610123617,15.685591014208049,15.363787241378777
2021-09-08,16.61086696135983,16.25307520622326,15.75938251519525
2021-09-09,17.45228678842483,16.915834865135153,16.235147512444605
2021-09-10,17.873774846184297,17.391373649526255,16.639525231168506
2021-09-13,18.922905666723583,18.23825916140703,17.262977057777697
2021-09-14,18.673307623993978,18.385074779726985,17.540832389239846
2021-09-15,18.292007646781485,18.35294061414854,17.70750460035294
2021-09-16,18.09898458504466,18.33562962350021,17.858204486544366
2021-09-17,17.00886493704556,17.729805584355454,17.665029522755084
2021-09-22,16.847826767152,17.525582695858372,17.633473332235916
2021-09-23,16.565384606404642,17.242571251629464,17.532961590498132
2021-09-24,15.774812023138637,16.639478590562863,17.228434186576745
2021-09-27,15.28291176133834,16.14056602933438,16.93408468643632
2021-09-28,15.233965893722836,15.884911636137321,16.738264939732375
2021-09-29,14.536215964368965,15.28286492214136,16.337711678237923
2021-09-30,14.643191999726248,15.114788529395586,16.139093596350286
2021-10-08,14.353715571026566,14.774017108486579,15.842908784679445
2021-10-11,14.439090983712646,14.660144765283473,15.657479414720513
2021-10-12,14.719358835605053,14.711514692055495,15.56611905142333
2021-10-13,14.047326899156674,14.259571760653111,15.213181256965335
2021-10-14,13.792276383051096,13.991095194651415,14.940384729012507
2021-10-15,14.114223222220717,14.064888726678328,14.849679319699536
2021-10-18,14.761285903827137,14.40139881913673,14.921463061103658
2021-10-19,15.144281995226976,14.675214705191143,14.993363465644416
"
1563,CN,technical,在2020年07月24日至2021年05月04日，中国东航10、20、30日双指数移动平均线多头排列的天数占总天数的百分比？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,48.9286,hard,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2019-12-10,5.1,5.11,5.08
2019-12-11,5.27,5.37,5.09
2019-12-12,5.25,5.29,5.21
2019-12-13,5.45,5.5,5.33
2019-12-16,5.42,5.45,5.37
2019-12-17,5.48,5.55,5.38
2019-12-18,5.44,5.51,5.42
2019-12-19,5.5,5.59,5.46
2019-12-20,5.45,5.53,5.44
2019-12-23,5.34,5.47,5.34
2019-12-24,5.36,5.39,5.28
2019-12-25,5.46,5.46,5.35
2019-12-26,5.48,5.48,5.43
2019-12-27,5.59,5.66,5.45
2019-12-30,5.82,5.93,5.55
2019-12-31,5.81,5.89,5.71
2020-01-02,5.86,5.9,5.81
2020-01-03,5.68,5.9,5.64
2020-01-06,5.52,5.58,5.44
2020-01-07,5.62,5.63,5.53
2020-01-08,5.49,5.56,5.46
2020-01-09,5.7,5.7,5.57
2020-01-10,5.66,5.75,5.61
2020-01-13,5.68,5.73,5.59
2020-01-14,5.73,5.84,5.72
2020-01-15,5.66,5.7,5.58
2020-01-16,5.57,5.69,5.56
2020-01-17,5.55,5.6,5.51
2020-01-20,5.38,5.48,5.27
2020-01-21,5.22,5.33,5.2
2020-01-22,5.28,5.29,5.15
2020-01-23,5.1,5.2,5.05
2020-02-03,4.59,4.59,4.59
2020-02-04,4.43,4.56,4.23
2020-02-05,4.56,4.6,4.46
2020-02-06,4.7,4.73,4.51
2020-02-07,4.72,4.73,4.6
2020-02-10,4.7,4.71,4.61
2020-02-11,4.81,4.86,4.7
2020-02-12,4.84,4.84,4.73
2020-02-13,4.78,4.89,4.77
2020-02-14,4.84,4.84,4.75
2020-02-17,4.92,4.92,4.82
2020-02-18,4.91,4.95,4.86
2020-02-19,4.95,5.08,4.88
2020-02-20,5.07,5.1,4.98
2020-02-21,5.02,5.03,4.98
2020-02-24,4.85,4.99,4.8
2020-02-25,4.76,4.77,4.61
2020-02-26,4.73,4.8,4.64
2020-02-27,4.73,4.78,4.71
2020-02-28,4.54,4.66,4.51
2020-03-02,4.64,4.65,4.53
2020-03-03,4.66,4.75,4.64
2020-03-04,4.73,4.74,4.63
2020-03-05,4.82,4.84,4.73
2020-03-06,4.72,4.76,4.69
2020-03-09,4.79,4.89,4.7
2020-03-10,4.82,4.83,4.65
2020-03-11,4.87,4.98,4.78
2020-03-12,4.7,4.79,4.67
2020-03-13,4.62,4.67,4.41
2020-03-16,4.48,4.68,4.46
2020-03-17,4.38,4.54,4.28
2020-03-18,4.26,4.44,4.25
2020-03-19,4.1,4.25,4.06
2020-03-20,4.17,4.21,4.09
2020-03-23,4.03,4.1,4.01
2020-03-24,4.09,4.12,4.03
2020-03-25,4.3,4.35,4.2
2020-03-26,4.27,4.31,4.23
2020-03-27,4.21,4.35,4.2
2020-03-30,4.14,4.17,4.07
2020-03-31,4.13,4.2,4.1
2020-04-01,4.13,4.18,4.1
2020-04-02,4.17,4.17,4.09
2020-04-03,4.13,4.16,4.11
2020-04-07,4.2,4.2,4.13
2020-04-08,4.27,4.29,4.17
2020-04-09,4.28,4.32,4.27
2020-04-10,4.26,4.29,4.24
2020-04-13,4.18,4.25,4.18
2020-04-14,4.21,4.22,4.16
2020-04-15,4.25,4.29,4.18
2020-04-16,4.22,4.24,4.2
2020-04-17,4.26,4.31,4.23
2020-04-20,4.23,4.28,4.22
2020-04-21,4.15,4.23,4.11
2020-04-22,4.23,4.23,4.11
2020-04-23,4.21,4.24,4.18
2020-04-24,4.13,4.21,4.12
2020-04-27,4.1,4.15,4.1
2020-04-28,4.11,4.13,4.03
2020-04-29,4.16,4.2,4.09
2020-04-30,4.38,4.42,4.3
2020-05-06,4.28,4.3,4.2
2020-05-07,4.21,4.27,4.2
2020-05-08,4.24,4.25,4.22
2020-05-11,4.27,4.3,4.24
2020-05-12,4.22,4.25,4.2
2020-05-13,4.2,4.2,4.18
2020-05-14,4.14,4.19,4.12
2020-05-15,4.12,4.16,4.11
2020-05-18,4.12,4.15,4.06
2020-05-19,4.21,4.27,4.19
2020-05-20,4.11,4.2,4.1
2020-05-21,4.11,4.14,4.09
2020-05-22,4.09,4.12,4.07
2020-05-25,4.08,4.12,4.06
2020-05-26,4.1,4.1,4.07
2020-05-27,4.16,4.19,4.14
2020-05-28,4.14,4.2,4.12
2020-05-29,4.16,4.16,4.1
2020-06-01,4.21,4.23,4.14
2020-06-02,4.22,4.24,4.19
2020-06-03,4.24,4.31,4.22
2020-06-04,4.23,4.26,4.19
2020-06-05,4.5,4.57,4.28
2020-06-08,4.55,4.67,4.46
2020-06-09,4.65,4.71,4.59
2020-06-10,4.49,4.59,4.48
2020-06-11,4.37,4.45,4.35
2020-06-12,4.3,4.32,4.24
2020-06-15,4.22,4.37,4.21
2020-06-16,4.29,4.34,4.26
2020-06-17,4.27,4.33,4.25
2020-06-18,4.29,4.3,4.23
2020-06-19,4.31,4.38,4.29
2020-06-22,4.26,4.33,4.24
2020-06-23,4.24,4.26,4.22
2020-06-24,4.25,4.27,4.24
2020-06-29,4.19,4.22,4.18
2020-06-30,4.22,4.25,4.2
2020-07-01,4.25,4.25,4.2
2020-07-02,4.42,4.47,4.24
2020-07-03,4.44,4.53,4.38
2020-07-06,4.7,4.7,4.43
2020-07-07,4.61,4.88,4.61
2020-07-08,4.74,4.8,4.51
2020-07-09,4.76,4.79,4.66
2020-07-10,4.63,4.74,4.61
2020-07-13,4.68,4.72,4.56
2020-07-14,4.6,4.7,4.55
2020-07-15,4.63,4.78,4.6
2020-07-16,4.48,4.69,4.46
2020-07-17,4.41,4.51,4.38
2020-07-20,4.58,4.6,4.41
2020-07-21,4.58,4.68,4.54
2020-07-22,4.64,4.72,4.55
2020-07-23,4.59,4.64,4.48
2020-07-24,4.42,4.57,4.41
2020-07-27,4.37,4.46,4.33
2020-07-28,4.37,4.4,4.35
2020-07-29,4.42,4.43,4.33
2020-07-30,4.39,4.44,4.38
2020-07-31,4.41,4.44,4.37
2020-08-03,4.53,4.53,4.42
2020-08-04,4.56,4.62,4.46
2020-08-05,4.52,4.56,4.49
2020-08-06,4.53,4.56,4.46
2020-08-07,4.61,4.78,4.52
2020-08-10,4.6,4.65,4.49
2020-08-11,4.58,4.74,4.57
2020-08-12,4.92,5.0,4.62
2020-08-13,4.92,4.95,4.77
2020-08-14,4.88,4.89,4.8
2020-08-17,4.92,4.98,4.85
2020-08-18,4.85,4.95,4.8
2020-08-19,4.89,4.95,4.67
2020-08-20,4.96,5.15,4.85
2020-08-21,5.15,5.3,4.87
2020-08-24,5.06,5.28,5.04
2020-08-25,5.13,5.29,5.07
2020-08-26,5.0,5.22,4.96
2020-08-27,4.92,5.03,4.85
2020-08-28,4.99,5.01,4.85
2020-08-31,5.05,5.09,4.95
2020-09-01,4.99,5.04,4.95
2020-09-02,4.9,5.01,4.86
2020-09-03,4.9,5.02,4.85
2020-09-04,5.0,5.01,4.76
2020-09-07,5.09,5.18,4.97
2020-09-08,5.17,5.24,5.1
2020-09-09,5.27,5.38,5.2
2020-09-10,5.15,5.36,5.1
2020-09-11,5.15,5.19,5.06
2020-09-14,5.15,5.21,5.1
2020-09-15,5.35,5.39,5.17
2020-09-16,5.55,5.7,5.31
2020-09-17,5.53,5.6,5.45
2020-09-18,5.51,5.55,5.45
2020-09-21,5.41,5.53,5.35
2020-09-22,5.1,5.29,5.1
2020-09-23,5.05,5.15,5.01
2020-09-24,4.9,5.0,4.9
2020-09-25,4.88,4.96,4.86
2020-09-28,4.97,5.02,4.83
2020-09-29,4.94,5.02,4.91
2020-09-30,4.94,4.95,4.86
2020-10-09,4.98,5.03,4.96
2020-10-12,5.09,5.14,4.95
2020-10-13,5.05,5.18,5.01
2020-10-14,4.97,5.05,4.95
2020-10-15,4.94,4.98,4.91
2020-10-16,4.92,4.94,4.85
2020-10-19,4.9,4.97,4.88
2020-10-20,4.9,4.92,4.87
2020-10-21,5.01,5.02,4.89
2020-10-22,4.97,5.01,4.93
2020-10-23,4.97,5.03,4.95
2020-10-26,4.88,4.94,4.84
2020-10-27,4.77,4.85,4.67
2020-10-28,4.79,4.82,4.67
2020-10-29,4.73,4.74,4.63
2020-10-30,4.59,4.76,4.56
2020-11-02,4.46,4.58,4.44
2020-11-03,4.51,4.55,4.45
2020-11-04,4.53,4.56,4.47
2020-11-05,4.59,4.61,4.53
2020-11-06,4.62,4.66,4.55
2020-11-09,4.78,4.86,4.63
2020-11-10,4.93,5.17,4.9
2020-11-11,4.89,4.93,4.8
2020-11-12,4.86,4.95,4.81
2020-11-13,4.82,4.85,4.76
2020-11-16,4.95,4.97,4.85
2020-11-17,4.98,5.07,4.97
2020-11-18,5.01,5.04,4.92
2020-11-19,4.99,5.02,4.95
2020-11-20,5.01,5.05,4.94
2020-11-23,4.94,4.99,4.84
2020-11-24,4.99,5.03,4.94
2020-11-25,4.94,5.08,4.93
2020-11-26,4.94,4.98,4.91
2020-11-27,4.99,5.01,4.92
2020-11-30,4.98,5.1,4.98
2020-12-01,5.13,5.16,4.97
2020-12-02,5.14,5.17,5.07
2020-12-03,5.16,5.17,5.1
2020-12-04,5.06,5.23,5.04
2020-12-07,4.96,5.08,4.95
2020-12-08,4.93,4.99,4.91
2020-12-09,4.89,4.95,4.87
2020-12-10,4.83,4.9,4.8
2020-12-11,4.82,4.85,4.77
2020-12-14,4.74,4.83,4.72
2020-12-15,4.68,4.74,4.65
2020-12-16,4.71,4.78,4.6
2020-12-17,4.77,4.78,4.65
2020-12-18,4.77,4.8,4.74
2020-12-21,4.68,4.75,4.62
2020-12-22,4.54,4.66,4.52
2020-12-23,4.52,4.56,4.51
2020-12-24,4.56,4.58,4.52
2020-12-25,4.58,4.59,4.53
2020-12-28,4.47,4.54,4.45
2020-12-29,4.52,4.55,4.47
2020-12-30,4.53,4.54,4.48
2020-12-31,4.68,4.71,4.52
2021-01-04,4.62,4.65,4.57
2021-01-05,4.61,4.61,4.5
2021-01-06,4.61,4.64,4.56
2021-01-07,4.53,4.62,4.5
2021-01-08,4.59,4.6,4.51
2021-01-11,4.49,4.59,4.47
2021-01-12,4.55,4.55,4.46
2021-01-13,4.6,4.61,4.5
2021-01-14,4.61,4.65,4.56
2021-01-15,4.58,4.64,4.56
2021-01-18,4.58,4.59,4.52
2021-01-19,4.65,4.7,4.54
2021-01-20,4.61,4.68,4.57
2021-01-21,4.58,4.6,4.55
2021-01-22,4.51,4.57,4.48
2021-01-25,4.46,4.49,4.43
2021-01-26,4.52,4.54,4.44
2021-01-27,4.54,4.58,4.5
2021-01-28,4.49,4.53,4.46
2021-01-29,4.59,4.69,4.5
2021-02-01,4.71,4.72,4.43
2021-02-02,4.62,4.71,4.6
2021-02-03,4.58,4.65,4.55
2021-02-04,4.5,4.61,4.45
2021-02-05,4.71,4.75,4.49
2021-02-08,4.85,4.87,4.68
2021-02-09,4.8,4.84,4.74
2021-02-10,4.75,4.79,4.72
2021-02-18,4.84,4.92,4.78
2021-02-19,4.87,4.93,4.8
2021-02-22,4.92,4.95,4.82
2021-02-23,5.02,5.1,4.89
2021-02-24,4.91,5.14,4.81
2021-02-25,4.87,5.02,4.83
2021-02-26,4.72,4.88,4.72
2021-03-01,4.77,4.84,4.72
2021-03-02,4.74,4.82,4.71
2021-03-03,4.92,4.96,4.71
2021-03-04,4.92,4.96,4.88
2021-03-05,4.88,4.92,4.79
2021-03-08,4.82,5.01,4.81
2021-03-09,5.0,5.07,4.83
2021-03-10,4.91,5.04,4.91
2021-03-11,5.02,5.09,4.92
2021-03-12,5.05,5.05,4.96
2021-03-15,5.45,5.56,5.08
2021-03-16,5.6,5.65,5.22
2021-03-17,5.46,5.56,5.37
2021-03-18,5.52,5.59,5.42
2021-03-19,5.42,5.49,5.33
2021-03-22,5.57,5.65,5.37
2021-03-23,5.57,5.7,5.51
2021-03-24,5.25,5.51,5.24
2021-03-25,5.29,5.37,5.22
2021-03-26,5.64,5.81,5.3
2021-03-29,5.54,5.73,5.5
2021-03-30,5.51,5.55,5.46
2021-03-31,5.46,5.54,5.42
2021-04-01,5.37,5.44,5.24
2021-04-02,5.39,5.42,5.31
2021-04-06,5.3,5.45,5.26
2021-04-07,5.64,5.66,5.29
2021-04-08,5.73,5.74,5.53
2021-04-09,5.55,5.74,5.53
2021-04-12,5.54,5.62,5.45
2021-04-13,5.48,5.61,5.39
2021-04-14,5.54,5.7,5.45
2021-04-15,5.59,5.62,5.45
2021-04-16,5.71,5.81,5.54
2021-04-19,5.78,5.92,5.66
2021-04-20,5.75,5.83,5.7
2021-04-21,5.62,5.69,5.57
2021-04-22,5.61,5.68,5.57
2021-04-23,5.54,5.64,5.5
2021-04-26,5.51,5.63,5.45
2021-04-27,5.41,5.54,5.37
2021-04-28,5.36,5.45,5.24
2021-04-29,5.38,5.43,5.28
2021-04-30,5.22,5.32,5.16
","date,10日,20日,30日
2020-03-10,4.749892118564872,4.685908128101977,4.6803470960558355
2020-03-11,4.787125033219128,4.708176769123373,4.69186059117458
2020-03-12,4.758590867550685,4.6970345295139175,4.681449984546242
2020-03-13,4.711106314746168,4.673427983896981,4.662426966739146
2020-03-16,4.630026364034179,4.628222371871352,4.628120966902804
2020-03-17,4.537732302349818,4.571732314209817,4.5849952335729665
2020-03-18,4.431064961805748,4.501982109963437,4.531416958167466
2020-03-19,4.301111949976882,4.413665211612424,4.463420082570488
2020-03-20,4.230610778422784,4.351222896076901,4.411142192136212
2020-03-23,4.135131125451107,4.2730674142342,4.346906734671309
2020-03-24,4.087574295760939,4.217769458220249,4.2968654790348175
2020-03-25,4.125240408257243,4.20943920889164,4.278434513471416
2020-03-26,4.146314734531388,4.19799935210435,4.25864868611168
2020-03-27,4.144676399738662,4.178403466143741,4.2338885658682
2020-03-30,4.122598625216634,4.14995056660552,4.203379913018833
2020-03-31,4.105088755488115,4.124754877263753,4.175168365986168
2020-04-01,4.094190784661979,4.104177409323994,4.150291587090834
2020-04-02,4.101302365029211,4.0948232697241105,4.1334315065504175
2020-04-03,4.095110865439366,4.080591665473648,4.11383415612306
2020-04-07,4.1152599982613935,4.0820883189967505,4.105492107908804
2020-04-08,4.154690078968324,4.097081377150611,4.107325998668612
2020-04-09,4.1882031055913655,4.112737088000818,4.110856693917649
2020-04-10,4.207060483559142,4.123441766606084,4.112153143375264
2020-04-13,4.194987803238094,4.118930705177686,4.103913498651386
2020-04-14,4.196327982420266,4.1212340702653,4.100765532774813
2020-04-15,4.210900235181215,4.131180960323275,4.103460120253172
2020-04-16,4.212030413139165,4.134958972726077,4.102682084444938
2020-04-17,4.2262735764617885,4.1460792144188385,4.107484314983434
2020-04-20,4.227005823761668,4.150773296943581,4.108575614278899
2020-04-21,4.201148705879383,4.140821983119674,4.100046457411438
2020-04-22,4.208594810243163,4.1472716152672735,4.10277985308763
2020-04-23,4.2076754318340175,4.149673499041002,4.103204063650924
2020-04-24,4.18069054440859,4.1376743744291025,4.094030228925773
2020-04-27,4.151033205077234,4.122340176055831,4.0824055505495425
2020-04-28,4.132798681885922,4.111399118647726,4.073554378107703
2020-04-29,4.136367350431046,4.11150043792456,4.072203646020275
2020-04-30,4.212264811178409,4.151932579664329,4.0988584012027856
2020-05-06,4.235559315937275,4.168958141681108,4.11086799069673
2020-05-07,4.229481775620903,4.1712039360605475,4.113341032113609
2020-05-08,4.2346866692728895,4.178836398706206,4.119653689452984
2020-05-11,4.248263939592883,4.191081236393867,4.129425104712716
2020-05-12,4.241542477919726,4.1927503099985595,4.132317986933928
2020-05-13,4.229719268769273,4.190735648618288,4.132717198172537
2020-05-14,4.200987392601804,4.1782861353467435,4.125854417588749
2020-05-15,4.1731259749160845,4.164119652733557,4.117410071968227
2020-05-18,4.152718712666434,4.152122875331529,4.110030951307737
2020-05-19,4.167728108592984,4.1583375507431874,4.114853048830419
2020-05-20,4.146115287400247,4.145752851470255,4.106982051766167
2020-05-21,4.130453306687744,4.135126801938713,4.100106467231204
2020-05-22,4.11268112764259,4.122572355025695,4.09163321805032
2020-05-25,4.096728474640707,4.110185858981017,4.082962525611897
2020-05-26,4.0921079887587615,4.103400669620353,4.077859609437951
2020-05-27,4.109110539903616,4.108699862278673,4.0809782452963885
2020-05-28,4.115563138937656,4.109874939604158,4.081538973470959
2020-05-29,4.127302047747628,4.114738212066932,4.084770416239876
2020-06-01,4.152770175207273,4.128200090776215,4.094154975765058
2020-06-02,4.175016767136217,4.141775913567476,4.104098570622099
2020-06-03,4.198007733067619,4.1572266355025675,4.115780328158295
2020-06-04,4.211480768672356,4.16881122524533,4.125271729589418
2020-06-05,4.31036831255082,4.2278288941708535,4.167728734464772
2020-06-08,4.399363501013236,4.287679376949607,4.212510655549386
2020-06-09,4.496976362677721,4.357192544240608,4.265592396454655
2020-06-10,4.514486580397658,4.387726519785027,4.293666667542595
2020-06-11,4.4857294011722395,4.391880395277987,4.3040681194830634
2020-06-12,4.439512466280108,4.382383858932969,4.304704278280149
2020-06-15,4.37751559362405,4.359350332728243,4.2952518250389735
2020-06-16,4.353946923709695,4.351929688077861,4.295407370849601
2020-06-17,4.329444031495633,4.341665353676275,4.293023587856199
2020-06-18,4.317687747236778,4.336241122080634,4.293339034423445
2020-06-19,4.315514110758144,4.335009575381428,4.296098591577827
2020-06-22,4.297347821520113,4.324704299508552,4.292327928935291
2020-06-23,4.277340708178286,4.312053456451539,4.286396150581375
2020-06-24,4.266018898150179,4.302858063777191,4.282260656098577
2020-06-29,4.238075574142928,4.283966977585472,4.271015085355156
2020-06-30,4.227697792811035,4.27309271448898,4.264582634432536
2020-07-01,4.2304135658760975,4.2691517171289135,4.2625139333257165
2020-07-02,4.289077395254325,4.296590930472451,4.281879351261056
2020-07-03,4.339287813424732,4.323799983295869,4.301898913257494
2020-07-06,4.462179487954518,4.394292654806234,4.352459637488477
2020-07-07,4.522555584525547,4.43844386522804,4.386915132315015
2020-07-08,4.60883857199787,4.499724616931803,4.434229815582297
2020-07-09,4.677545743049662,4.555696165451829,4.4794064330281405
2020-07-10,4.6832903536529376,4.579784474644397,4.503876682289162
2020-07-13,4.701903180464951,4.609028786934508,4.532059796648539
2020-07-14,4.68719265360473,4.619099266728141,4.547349869478553
2020-07-15,4.6843800644303775,4.632611843006121,4.564695917108237
2020-07-16,4.631112791861417,4.616438583741555,4.561417293162486
2020-07-17,4.567318574956199,4.5892632981871895,4.54946829013332
2020-07-20,4.57561108843432,4.596230800958448,4.559658732684767
2020-07-21,4.581307363128455,4.601787139499472,4.568661362502693
2020-07-22,4.604912063935986,4.617022263434418,4.584079225381843
2020-07-23,4.60534456401587,4.620631766125523,4.591561125256805
2020-07-24,4.548928483440722,4.592469642331843,4.5768743753024
2020-07-27,4.490371322611384,4.558781648547612,4.557125099326473
2020-07-28,4.447192683622774,4.529492550247617,4.539063037419025
2020-07-29,4.432265076246174,4.513140317396622,4.5287961839186694
2020-07-30,4.411949402671883,4.493467488986655,4.515612408133578
2020-07-31,4.404235624405726,4.480053064923288,4.5060494476051725
2020-08-03,4.438931834842241,4.4902054020059,4.512265214936276
2020-08-04,4.475086096875206,4.5043191708920665,4.521524735712252
2020-08-05,4.488872467430324,4.509121424598046,4.52479337049867
2020-08-06,4.502436154581095,4.5149652520118035,4.528882598774822
2020-08-07,4.538873460704137,4.534397815930895,4.542455450580383
2020-08-10,4.562310881804548,4.549176873325608,4.553365904863584
2020-08-11,4.572634746117897,4.558107785403134,4.560610679507413
2020-08-12,4.692185936406407,4.627295150750923,4.609487279671231
2020-08-13,4.779747115478669,4.6865864393848184,4.653553119025118
2020-08-14,4.829775768726094,4.7299828326712055,4.688230703229611
2020-08-17,4.878149469867724,4.774123800121775,4.724371104377437
2020-08-18,4.8887748575784755,4.798882063271817,4.748072033563504
2020-08-19,4.9078290474483675,4.826868922101924,4.774232484459684
2020-08-20,4.943135437445623,4.863049829923377,4.806349039366917
2020-08-21,5.0301377171150055,4.928013794557961,4.8588200347046
2020-08-24,5.0625892359973195,4.966879862709554,4.894712674600722
2020-08-25,5.107367881331849,5.012238436750115,4.9355522786113735
2020-08-26,5.095116631305151,5.026854063692615,4.9558685094735075
2020-08-27,5.057324748847439,5.024062283809331,4.9638419497619175
2020-08-28,5.050626885422112,5.033531486364651,4.979378157341007
2020-08-31,5.063973707908559,5.0517724300766975,5.00051076706489
2020-09-01,5.0526117061711044,5.055803928851623,5.011718344286041
2020-09-02,5.0131838634816965,5.042180698335391,5.010197739775992
2020-09-03,4.983048403053855,5.02973918130659,5.008408333582387
2020-09-04,4.993187527790462,5.036518445767762,5.018878131768492
2020-09-07,5.029952147563217,5.058063209231282,5.039200283430762
2020-09-08,5.082994507987519,5.090501773343312,5.06718584889824
2020-09-09,5.154436269660396,5.135917452597438,5.104591798078839
2020-09-10,5.166411787155119,5.152541920625442,5.123030961521677
2020-09-11,5.173885917472904,5.166127556171037,5.139279882030876
2020-09-14,5.178099643802236,5.177102395643318,5.153544421698008
2020-09-15,5.246107191384607,5.222121686951527,5.190986981711812
2020-09-16,5.361183080546868,5.296415286530795,5.249389942216247
2020-09-17,5.437847664844023,5.355903559324428,5.299253969287387
2020-09-18,5.485603372849754,5.402551296832827,5.341354521722016
2020-09-21,5.485320718775913,5.423570861579313,5.366412946811126
2020-09-22,5.380162224105789,5.384418433976512,5.349814074503838
2020-09-23,5.283976381422293,5.340718433748581,5.32800459697164
2020-09-24,5.16226597825657,5.27509808495657,5.289030831110594
2020-09-25,5.065508899170209,5.214351286195249,5.250807042959103
2020-09-28,5.024357171875364,5.177918180758474,5.227051128279351
2020-09-29,4.98509503469864,5.1407661993849825,5.201445583265002
2020-09-30,4.957321371474595,5.108532797858066,5.177949177760187
2020-10-09,4.951379617697355,5.087874319076548,5.161391140569147
2020-10-12,4.984711844749044,5.089939606794385,5.1598813863132245
2020-10-13,4.997282613444834,5.084374551100421,5.153274488420944
2020-10-14,4.980994198656235,5.064994770352296,5.137073136619598
2020-10-15,4.9598095838421745,5.042826788648253,5.118453334942793
2020-10-16,4.938361714955335,5.020119422322285,5.098918406170718
2020-10-19,4.916785481569752,4.996995075535521,5.078580686376755
2020-10-20,4.901786995367179,4.977185847662133,5.060039224262053
2020-10-21,4.928051248558279,4.980224680648659,5.056882588949343
2020-10-22,4.935119013138824,4.975726086511565,5.048930184522926
2020-10-23,4.9410034170931105,4.971991626580642,5.041642262711575
2020-10-26,4.9161490621503425,4.95259002444598,5.023727890917409
2020-10-27,4.861952376208477,4.916094925878188,4.993716550394451
2020-10-28,4.829243772356205,4.888523247224023,4.969018940007993
2020-10-29,4.786215904575553,4.854175244994885,4.939167986735318
2020-10-30,4.709272756571131,4.799535041401466,4.894692103645555
2020-11-02,4.610847252317885,4.729323581848563,4.838268600947249
2020-11-03,4.55650134443537,4.678476345508446,4.793559714190678
2020-11-04,4.52519536165665,4.638953085415891,4.755750752048078
2020-11-05,4.524232005857451,4.616495694860163,4.729215538551596
2020-11-06,4.535678618723857,4.603314060460938,4.709160411907737
2020-11-09,4.599021272998926,4.621699941957618,4.711217640674527
2020-11-10,4.696993751546735,4.665397228697914,4.7320347674489
2020-11-11,4.757058179283806,4.696311359306656,4.746081660838547
2020-11-12,4.791744013412463,4.717932120559558,4.755227457609972
2020-11-13,4.803996711848591,4.729663109970125,4.7586725203095845
2020-11-16,4.855703172393483,4.763668177401721,4.778175754075596
2020-11-17,4.903351194001436,4.798636786547298,4.7997049076457445
2020-11-18,4.9476990037058854,4.8343490785095735,4.823042263027547
2020-11-19,4.972834347269827,4.861548037884502,4.841746265966138
2020-11-20,4.996839516192141,4.888606160748019,4.861229181062381
2020-11-23,4.99020365353048,4.899158445806379,4.870157604446034
2020-11-24,5.000630765185715,4.917237223862713,4.8845053397716
2020-11-25,4.99073054190746,4.923626090037057,4.891257081758816
2020-11-26,4.9824260770052415,4.929004494410729,4.8973686183709
2020-11-27,4.991993300434162,4.942577251783186,4.909137950126656
2020-11-30,4.995026126020986,4.952303910296393,4.918525521621018
2020-12-01,5.046146410057753,4.987728191661657,4.945727233941803
2020-12-02,5.086445231270541,5.0198308057347045,4.97154797392725
2020-12-03,5.121804103941231,5.050827904277631,4.997343031608885
2020-12-04,5.113678916094627,5.059051579916829,5.008107101727322
2020-12-07,5.073407379896665,5.047651445191395,5.0052560658924605
2020-12-08,5.03278238856095,5.032082160799905,4.998826570158133
2020-12-09,4.98896624102015,5.011155085270364,4.987918649041377
2020-12-10,4.936528448335146,4.982041038541914,4.970473033791264
2020-12-11,4.894598076427493,4.955015335541602,4.953372456725178
2020-12-14,4.837616651384273,4.917155153851627,4.927862493000433
2020-12-15,4.776410353582305,4.873671829122632,4.897263815097716
2020-12-16,4.742167778902235,4.841762152152886,4.873327765798469
2020-12-17,4.7380163767146755,4.825330310895086,4.859192980653972
2020-12-18,4.736294648747312,4.811377440288178,4.846451954400968
2020-12-21,4.706504247422141,4.783253866478095,4.823745387391206
2020-12-22,4.639404747446709,4.73389870636165,4.785794082079268
2020-12-23,4.584589222754171,4.6881100269342495,4.749061278649864
2020-12-24,4.558982492249112,4.656359112238039,4.720956665956077
2020-12-25,4.548486003489556,4.633122113021977,4.698188917840262
2020-12-28,4.5061375770144965,4.5936639607111225,4.664036543400341
2020-12-29,4.49312292534063,4.569312376069256,4.639584625525657
2020-12-30,4.488604921316287,4.550745093620299,4.6189369653438535
2020-12-31,4.536535681553997,4.562568745913825,4.619227880979365
2021-01-04,4.553529473727869,4.562428300322686,4.612243228040291
2021-01-05,4.563797071010284,4.56102146572021,4.604914335185012
2021-01-06,4.572197790810568,4.560314088952921,4.598521768866562
2021-01-07,4.552624791972394,4.5456732287062005,4.582985623862107
2021-01-08,4.558608989709736,4.544430499763137,4.576661128082505
2021-01-11,4.530594808369947,4.525685948408266,4.558694899713126
2021-01-12,4.530334247031083,4.520902440851031,4.550178377696996
2021-01-13,4.547338854828005,4.526320907990336,4.54896806705563
2021-01-14,4.563768754102705,4.533238783285864,4.549369998879135
2021-01-15,4.566378231993943,4.534155785209996,4.546228005817794
2021-01-18,4.56857537894613,4.535322258121043,4.543618923416276
2021-01-19,4.593564365618383,4.549380778956426,4.550227961924765
2021-01-20,4.598935030560359,4.554545411395762,4.551432217427306
2021-01-21,4.592978697817041,4.553833961656572,4.548983778309643
2021-01-22,4.565421856961859,4.5407904940772665,4.53822928048322
2021-01-25,4.528613662440231,4.520763614774685,4.522456700052466
2021-01-26,4.521539956605412,4.514702939293209,4.515885870767893
2021-01-27,4.523365328514158,4.513417869891881,4.512650063367896
2021-01-28,4.5086082525683056,4.503536732627828,4.503688654130779
2021-01-29,4.531172251230394,4.51346589933342,4.508276271420125
2021-02-01,4.587891217236241,4.544056750996425,4.5276155857329865
2021-02-02,4.600144699695156,4.554276865387262,4.534060852116113
2021-02-03,4.595780677219053,4.5559828831503975,4.535064208640302
2021-02-04,4.565891350529461,4.543084789907519,4.526139719568793
2021-02-05,4.613126054132975,4.570230933172124,4.544443513338393
2021-02-08,4.694229415912749,4.6191171780379605,4.578632604396542
2021-02-09,4.737142264181434,4.652159050338222,4.603438530684072
2021-02-10,4.751418062966869,4.671477598408611,4.619721600283529
2021-02-18,4.790679777427636,4.704330399904701,4.645751959421935
2021-02-19,4.8285101886806245,4.737896249656334,4.6730865319481705
2021-02-22,4.871735168488636,4.775641571111468,4.70407095376583
2021-02-23,4.935324281633218,4.825989631793685,4.744572113946464
2021-02-24,4.9443277612875836,4.849009340136327,4.767426627220267
2021-02-25,4.935996941509512,4.861150105104917,4.78302593955574
2021-02-26,4.878651617806522,4.84395785053177,4.778308892642015
2021-03-01,4.851547669945626,4.837830332837817,4.780181658484874
2021-03-02,4.8207905587347595,4.826756964994577,4.778032094946795
2021-03-03,4.857034457552781,4.8495585213406365,4.798469231975607
2021-03-04,4.883378407751531,4.868862665911079,4.816860236463982
2021-03-05,4.889001104735767,4.877872519712179,4.828389262300472
2021-03-08,4.8726327909901475,4.874382876046302,4.831201284859561
2021-03-09,4.919439695309521,4.903686066822795,4.856092133801035
2021-03-10,4.92368432728168,4.91222055118339,4.867235562962926
2021-03-11,4.962437037038854,4.939141337236546,4.890901204662509
2021-03-12,5.000199196891545,4.967354122760907,4.915895169127335
2021-03-15,5.159355710614702,5.063760923403198,4.988274298615794
2021-03-16,5.325093353334676,5.17339314866001,5.0722677957077105
2021-03-17,5.398848523970869,5.241610066399398,5.1304878371972755
2021-03-18,5.470078067158044,5.310317247892189,5.190301680635293
2021-03-19,5.486353114509521,5.350321836389533,5.23153189458829
2021-03-22,5.544641266389121,5.410912242516478,5.28712865042192
2021-03-23,5.584498912973345,5.46195416460664,5.3369604475648895
2021-03-24,5.504916051166971,5.446666902058165,5.341581362868718
2021-03-25,5.456437737026606,5.439625248116595,5.350238869964496
2021-03-26,5.534185717245813,5.495995910099877,5.401269055175416
2021-03-29,5.556672027400959,5.525306171631771,5.434433789349902
2021-03-30,5.56125634982214,5.543990479401579,5.460150549270134
2021-03-31,5.5461018433496365,5.549906745132406,5.4766200528037805
2021-04-01,5.503358683038304,5.537607754085465,5.479725539027071
2021-04-02,5.47694851182036,5.529647738701593,5.484483927952856
2021-04-06,5.4266425786308154,5.5055385402698835,5.477016570382379
2021-04-07,5.501176868689688,5.545616601959393,5.512200634900279
2021-04-08,5.585412984557538,5.595606882825777,5.5547615045360255
2021-04-09,5.587078054367999,5.605094555981019,5.570260615197335
2021-04-12,5.58366118194796,5.610547326468816,5.582491322382944
2021-04-13,5.5600957985280015,5.603486693453439,5.585525723479266
2021-04-14,5.561507540254212,5.607471193924267,5.595234181781129
2021-04-15,5.578270523054264,5.619191193684522,5.609743939018114
2021-04-16,5.629549196728536,5.65028905114192,5.6373440743773555
2021-04-19,5.689676269296319,5.688985582519592,5.670541095750522
2021-04-20,5.722995176740993,5.716045685687986,5.696302313848162
2021-04-21,5.7032170841464005,5.714922135803718,5.702837147526331
2021-04-22,5.683920440867498,5.711327373782322,5.706962482108264
2021-04-23,5.645418706412447,5.694767240936852,5.7014282016243625
2021-04-26,5.606242546771877,5.674365252453946,5.69216697093398
2021-04-27,5.543777760672921,5.63803287410441,5.670816957516344
2021-04-28,5.481011159708398,5.597152783218694,5.6448038158781575
2021-04-29,5.441605049650879,5.56516565409711,5.623350884159918
2021-04-30,5.360296660285073,5.508276728407133,5.583584683211242
"
1564,CN,technical,统计公牛集团在2024年05月02日到2025年04月04日的10、20、30日双指数移动平均线多头排列的天数占比（%）。（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,41.7722,hard,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2023-09-13,103.8,104.94,103.24
2023-09-14,103.69,104.39,103.0
2023-09-15,104.01,105.2,102.71
2023-09-18,102.25,103.89,101.48
2023-09-19,103.0,103.16,101.33
2023-09-20,102.46,103.18,101.75
2023-09-21,102.97,103.88,102.2
2023-09-22,102.35,103.11,101.06
2023-09-25,103.3,103.77,101.98
2023-09-26,103.31,104.79,102.99
2023-09-27,104.56,104.9,103.18
2023-09-28,103.72,105.0,102.85
2023-10-09,105.24,105.98,102.6
2023-10-10,102.89,105.25,102.7
2023-10-11,102.75,104.38,102.55
2023-10-12,103.21,104.13,102.02
2023-10-13,100.73,102.75,99.9
2023-10-16,100.51,101.5,100.0
2023-10-17,102.16,102.38,99.5
2023-10-18,101.87,102.9,101.7
2023-10-19,99.8,101.75,99.7
2023-10-20,98.95,100.39,98.7
2023-10-23,99.21,100.11,98.0
2023-10-24,99.99,100.3,98.61
2023-10-25,100.6,102.2,100.39
2023-10-26,99.54,101.18,98.6
2023-10-27,105.51,105.89,98.9
2023-10-30,107.45,108.18,104.72
2023-10-31,105.75,108.1,104.23
2023-11-01,104.06,106.33,102.8
2023-11-02,104.11,105.0,102.81
2023-11-03,104.71,105.99,103.5
2023-11-06,102.11,105.36,101.57
2023-11-07,99.69,101.89,98.16
2023-11-08,98.38,99.5,97.6
2023-11-09,99.12,99.38,97.89
2023-11-10,98.5,99.2,98.18
2023-11-13,97.97,99.07,97.01
2023-11-14,98.5,98.94,97.54
2023-11-15,98.27,99.26,97.62
2023-11-16,97.8,98.59,97.4
2023-11-17,97.66,98.34,96.8
2023-11-20,98.05,98.37,96.3
2023-11-21,97.99,98.65,97.0
2023-11-22,97.23,97.9,97.16
2023-11-23,97.85,97.98,96.7
2023-11-24,96.77,97.79,96.5
2023-11-27,96.22,96.87,94.83
2023-11-28,97.03,97.4,95.84
2023-11-29,97.75,97.99,96.7
2023-11-30,97.77,98.35,97.41
2023-12-01,97.52,98.04,96.42
2023-12-04,95.95,98.18,95.71
2023-12-05,94.35,95.58,94.09
2023-12-06,92.34,94.6,92.1
2023-12-07,91.5,92.37,89.5
2023-12-08,92.78,94.62,91.3
2023-12-11,95.16,95.36,91.51
2023-12-12,95.43,95.98,94.26
2023-12-13,93.8,95.23,93.53
2023-12-14,94.23,94.95,93.66
2023-12-15,93.87,95.19,93.52
2023-12-18,94.19,94.66,92.82
2023-12-19,94.08,94.78,93.53
2023-12-20,93.5,94.89,93.29
2023-12-21,93.0,94.0,92.21
2023-12-22,93.06,94.0,92.21
2023-12-25,93.96,94.21,92.72
2023-12-26,93.09,94.3,92.7
2023-12-27,92.84,93.61,92.21
2023-12-28,95.35,95.48,92.52
2023-12-29,95.65,95.98,94.5
2024-01-02,94.8,96.15,94.56
2024-01-03,95.29,95.89,94.3
2024-01-04,94.4,95.4,93.6
2024-01-05,93.43,95.37,93.18
2024-01-08,91.9,94.23,91.6
2024-01-09,91.17,92.58,90.26
2024-01-10,91.27,93.32,90.62
2024-01-11,90.5,91.79,90.18
2024-01-12,89.38,90.94,89.36
2024-01-15,89.91,90.06,88.57
2024-01-16,91.0,91.2,89.5
2024-01-17,89.71,91.49,89.71
2024-01-18,90.18,90.38,87.78
2024-01-19,90.97,91.67,89.56
2024-01-22,88.5,91.57,88.5
2024-01-23,91.5,92.23,88.18
2024-01-24,93.03,93.8,91.2
2024-01-25,93.6,94.47,92.5
2024-01-26,91.3,94.35,91.0
2024-01-29,95.03,95.39,91.0
2024-01-30,92.12,95.03,92.0
2024-01-31,92.91,94.79,92.12
2024-02-01,93.58,94.11,92.08
2024-02-02,94.18,95.21,92.08
2024-02-05,96.96,97.77,93.6
2024-02-06,97.9,99.44,96.18
2024-02-07,98.12,98.43,95.8
2024-02-08,98.75,99.66,97.5
2024-02-19,100.09,101.38,98.31
2024-02-20,100.99,101.01,99.2
2024-02-21,101.59,102.94,100.27
2024-02-22,101.86,101.97,100.5
2024-02-23,100.6,101.73,99.5
2024-02-26,100.5,101.34,100.0
2024-02-27,100.03,100.84,99.55
2024-02-28,100.84,101.79,99.81
2024-02-29,102.0,102.0,99.62
2024-03-01,100.88,102.39,100.46
2024-03-04,101.73,102.0,100.11
2024-03-05,102.1,102.35,100.86
2024-03-06,101.7,103.84,101.41
2024-03-07,102.3,103.8,101.5
2024-03-08,101.1,102.69,100.9
2024-03-11,101.72,101.98,100.6
2024-03-12,102.99,103.35,101.32
2024-03-13,102.59,103.59,101.55
2024-03-14,103.17,104.27,102.0
2024-03-15,103.75,103.75,101.53
2024-03-18,103.1,103.67,102.16
2024-03-19,103.94,105.0,102.58
2024-03-20,103.96,104.59,103.3
2024-03-21,102.55,105.0,102.5
2024-03-22,101.52,102.68,101.0
2024-03-25,102.27,103.37,100.79
2024-03-26,102.6,103.0,101.95
2024-03-27,102.98,103.87,102.44
2024-03-28,102.49,104.0,101.0
2024-03-29,103.25,103.8,101.7
2024-04-01,103.26,104.93,102.0
2024-04-02,104.44,104.98,102.62
2024-04-03,105.25,106.58,104.07
2024-04-08,106.9,107.75,104.61
2024-04-09,105.78,107.28,105.45
2024-04-10,105.61,106.46,105.05
2024-04-11,104.82,105.85,104.57
2024-04-12,104.88,105.5,104.52
2024-04-15,107.01,107.2,104.89
2024-04-16,107.82,110.75,106.7
2024-04-17,109.79,109.87,105.67
2024-04-18,109.13,111.71,108.8
2024-04-19,109.48,110.6,108.56
2024-04-22,108.5,111.25,108.09
2024-04-23,108.39,109.0,107.06
2024-04-24,108.11,109.49,107.13
2024-04-25,107.75,108.1,106.81
2024-04-26,116.5,117.38,108.07
2024-04-29,118.12,120.0,115.38
2024-04-30,119.51,120.89,116.72
2024-05-06,123.8,124.48,118.52
2024-05-07,124.87,126.39,122.01
2024-05-08,123.34,125.79,122.26
2024-05-09,125.32,126.25,123.0
2024-05-10,128.52,128.99,125.0
2024-05-13,130.85,131.59,127.24
2024-05-14,129.7,130.86,128.36
2024-05-15,127.79,129.9,127.6
2024-05-16,127.97,128.93,126.97
2024-05-17,126.16,128.4,124.27
2024-05-20,123.25,126.1,122.93
2024-05-21,123.4,124.78,122.99
2024-05-22,123.93,125.78,123.21
2024-05-23,124.72,125.06,123.1
2024-05-24,123.18,125.7,123.02
2024-05-27,126.03,126.21,122.38
2024-05-28,124.5,127.17,124.22
2024-05-29,124.43,124.98,123.12
2024-05-30,122.64,124.39,122.33
2024-05-31,121.04,123.2,120.5
2024-06-03,122.97,124.1,120.61
2024-06-04,122.26,123.16,120.96
2024-06-05,122.47,124.1,121.68
2024-06-06,81.93,82.78,80.58
2024-06-07,82.01,83.5,81.78
2024-06-11,82.33,83.13,81.49
2024-06-12,83.18,83.41,81.8
2024-06-13,83.08,83.8,81.87
2024-06-14,85.2,85.83,82.71
2024-06-17,81.63,84.98,80.78
2024-06-18,81.07,81.6,80.53
2024-06-19,79.4,81.0,79.26
2024-06-20,79.53,80.4,78.88
2024-06-21,78.68,79.6,78.27
2024-06-24,78.48,79.3,77.8
2024-06-25,79.42,79.97,78.24
2024-06-26,78.61,79.99,77.62
2024-06-27,77.39,78.67,77.3
2024-06-28,77.12,77.99,76.3
2024-07-01,76.5,77.42,75.81
2024-07-02,74.31,76.41,74.23
2024-07-03,73.57,74.9,73.5
2024-07-04,73.99,74.69,73.16
2024-07-05,73.65,74.7,72.88
2024-07-08,74.19,75.23,73.11
2024-07-09,75.22,75.8,73.8
2024-07-10,74.4,75.52,73.83
2024-07-11,76.05,76.66,73.77
2024-07-12,76.34,76.97,75.05
2024-07-15,75.67,76.98,75.43
2024-07-16,75.31,75.88,74.48
2024-07-17,76.05,76.33,74.85
2024-07-18,76.38,76.85,75.4
2024-07-19,74.17,76.84,73.89
2024-07-22,73.61,74.75,73.01
2024-07-23,70.39,73.59,70.37
2024-07-24,69.72,71.15,69.51
2024-07-25,68.08,69.67,67.85
2024-07-26,68.11,69.37,67.12
2024-07-29,67.83,68.45,67.05
2024-07-30,66.78,67.63,66.11
2024-07-31,70.12,70.28,66.33
2024-08-01,68.31,71.28,68.1
2024-08-02,67.61,69.29,67.54
2024-08-05,67.2,69.5,67.1
2024-08-06,68.16,68.8,67.21
2024-08-07,68.03,69.15,67.48
2024-08-08,68.7,69.01,67.35
2024-08-09,68.56,69.66,68.43
2024-08-12,69.05,69.93,67.99
2024-08-13,69.6,69.69,68.2
2024-08-14,68.61,69.76,68.0
2024-08-15,68.28,69.36,67.82
2024-08-16,67.43,68.58,67.39
2024-08-19,67.69,68.29,66.99
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2024-08-21,68.0,68.48,66.48
2024-08-22,68.1,68.56,67.4
2024-08-23,70.8,71.79,67.65
2024-08-26,68.61,71.07,68.36
2024-08-27,66.19,69.1,66.03
2024-08-28,65.58,67.1,65.33
2024-08-29,66.57,66.6,65.2
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2024-09-02,63.96,67.15,63.96
2024-09-03,64.41,64.89,63.63
2024-09-04,63.81,65.26,63.54
2024-09-05,63.43,64.31,63.03
2024-09-06,62.91,64.25,62.89
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2024-09-11,63.5,64.25,61.01
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2024-09-27,77.14,78.16,73.8
2024-09-30,83.26,83.77,77.79
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2024-11-05,74.09,74.09,72.18
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2024-11-07,77.19,77.49,72.72
2024-11-08,76.47,78.78,75.81
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2024-11-12,75.39,78.2,75.06
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2024-11-19,73.2,73.9,71.88
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2024-11-22,71.46,74.38,71.46
2024-11-25,71.55,72.4,70.9
2024-11-26,68.98,71.89,68.98
2024-11-27,71.98,72.2,68.94
2024-11-28,70.49,72.15,69.99
2024-11-29,71.15,71.62,70.0
2024-12-02,72.1,72.3,70.6
2024-12-03,72.14,72.8,71.45
2024-12-04,72.15,72.38,71.61
2024-12-05,71.02,72.44,70.81
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2025-01-02,68.95,70.34,68.57
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2024-06-06,109.13087179964529,117.71047182346231,121.30850887486599
2024-06-07,99.19507279674556,111.15225334444216,116.58876271834755
2024-06-11,92.08151899160623,105.5774554208502,112.35440104456461
2024-06-12,87.27818069257555,100.95729244556652,108.62995175025694
2024-06-13,83.8941879240484,96.99586840053327,105.25215605461301
2024-06-14,82.30278159390879,94.01142950289349,102.46858185663694
2024-06-17,80.15307052682662,90.84084410593312,99.51492917409333
2024-06-18,78.57770789425666,88.06028921993213,96.78572873422283
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2024-06-24,74.90818371837277,79.55642729227408,87.48670788937214
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2024-06-27,74.65749793788893,76.06900811937378,82.59950605399716
2024-06-28,74.44779176776727,75.10165057692203,81.15775179284282
2024-07-01,74.19078873594145,74.21561276482959,79.80180346734629
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2024-07-03,72.60881885331844,72.08837906233695,76.92903486422975
2024-07-04,72.26913831904207,71.33864682734036,75.74325388755913
2024-07-05,71.98624016571519,70.6872909902811,74.65578789699697
2024-07-08,72.03037478486941,70.27892677001006,73.76735704408253
2024-07-09,72.47180788414225,70.16696488656815,73.12023969186886
2024-07-10,72.5870876321136,69.97239323244389,72.46027439324325
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2024-07-12,73.91434210785893,70.40621044936074,71.8314319569251
2024-07-15,74.20461637211282,70.54609582573416,71.53427913540712
2024-07-16,74.32836637141955,70.64177436897195,71.24649283006036
2024-07-17,74.68828607768538,70.89667880578138,71.10395978727485
2024-07-18,75.08333030823735,71.21194816284503,71.04101896715858
2024-07-19,74.66006800610315,71.11599452395296,70.73219762939956
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2024-07-23,72.76780329895094,70.27865657708175,69.73238998382628
2024-07-24,71.52543343396826,69.5974659290741,69.06168711010604
2024-07-25,70.0919318405842,68.74345303191525,68.27268829091855
2024-07-26,69.07572228334084,68.04378757159324,67.5851557621981
2024-07-29,68.27096308276171,67.42085246623583,66.95069636604545
2024-07-30,67.37055525153893,66.72415635988895,66.26800839764948
2024-07-31,67.8524126454629,66.76024724462643,66.08976426132106
2024-08-01,67.65159279691736,66.49192030678455,65.72453806392511
2024-08-02,67.30752024386067,66.16177584921523,65.3282702343042
2024-08-05,66.95165282424881,65.83028094540711,64.93978498388962
2024-08-06,67.03899272271529,65.74549458700265,64.72909275128377
2024-08-07,67.09154281267334,65.67440648330192,64.54275712316034
2024-08-08,67.37923195346599,65.75912205842853,64.47786712134507
2024-08-09,67.5691980079316,65.82974753322897,64.4211720536947
2024-08-12,67.89110262264224,66.00121421411342,64.44996993079276
2024-08-13,68.32672132760914,66.26900245661417,64.56299712633523
2024-08-14,68.33315297878171,66.33883362603893,64.55925506904687
2024-08-15,68.23751952283007,66.35673321256542,64.53163374703261
2024-08-16,67.89391301023997,66.23463529393912,64.41692400010012
2024-08-19,67.7345098733742,66.19269450074216,64.36154565132738
2024-08-20,67.61971901734424,66.16831489904816,64.32443912279123
2024-08-21,67.65362864207314,66.2218425729535,64.34709849116788
2024-08-22,67.72083661756693,66.29992901283565,64.39461996342602
2024-08-23,68.67092339066384,66.8699732050037,64.78877925407681
2024-08-26,68.65334764734315,66.97497560988499,64.8852754522256
2024-08-27,67.84014908702623,66.63675784508365,64.6830404895141
2024-08-28,67.03957322145783,66.2451849551208,64.43616040044188
2024-08-29,66.7826729074341,66.0982041090957,64.34849047691272
2024-08-30,66.99705623746999,66.19803879877495,64.42960976141254
2024-09-02,65.90959197947848,65.60458793206091,64.03995614977745
2024-09-03,65.26593104712123,65.18550830709036,63.75481721951293
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2024-09-05,64.0162348481408,64.27364627752345,63.10565265066366
2024-09-06,63.428540764659886,63.80089866103951,62.75552119763242
2024-09-09,62.690711146307876,63.226237699146424,62.32613239764305
2024-09-10,62.101892603566185,62.70588042467932,61.92244820369754
2024-09-11,62.2865052285551,62.59560265193251,61.79180491553629
2024-09-12,62.18904739144669,62.3702224102787,61.58593787598815
2024-09-13,62.15094595035934,62.19425153300401,61.414202255005904
2024-09-18,62.74656578069394,62.385311639969586,61.49669292486428
2024-09-19,63.57217688097765,62.7627979258079,61.72023910764415
2024-09-20,63.94958011733361,62.963934790851894,61.83990756059657
2024-09-23,64.67099616423855,63.38587281606158,62.12232331365652
2024-09-24,65.61934918194387,63.98400464335511,62.54274199739095
2024-09-25,66.8585161051369,64.80302861405703,63.136083459442034
2024-09-26,69.13536285189795,66.26564888382386,64.19853490142664
2024-09-27,72.06960363768351,68.22506684720375,65.6469090149577
2024-09-30,76.22460437402978,71.02009999321582,67.72646676045174
2024-10-08,78.9543286893019,73.26310807878835,69.50361784985722
2024-10-09,79.34185228252369,74.32948786694378,70.52564656451965
2024-10-10,80.3073233727788,75.65022517319396,71.73711749352383
2024-10-11,79.8591734952544,76.1758153474877,72.42213162600919
2024-10-14,79.67688561045694,76.7325382307759,73.12316009522475
2024-10-15,78.99330824590798,76.92756500615897,73.57085239723244
2024-10-16,77.73989502679976,76.69712148209695,73.71019247673247
2024-10-17,76.06381196188268,76.09417681517,73.56536858178198
2024-10-18,75.38201050646272,75.88166041602872,73.65180107920082
2024-10-21,74.6600769534473,75.57498227146158,73.650430138527
2024-10-22,74.33481310544698,75.41885814612236,73.72827126062815
2024-10-23,74.32088232767993,75.40063537552837,73.88285117597107
2024-10-24,74.07284991189604,75.2460300202301,73.93079113861364
2024-10-25,74.53217201663918,75.45728477455299,74.21440648099443
2024-10-28,74.81677038372708,75.6010349496377,74.44772893366697
2024-10-29,74.85069919529082,75.62146504806636,74.59044825412786
2024-10-30,74.62578545112139,75.4961349014461,74.62364820781266
2024-10-31,74.06180896283867,75.16427838775972,74.5015946887884
2024-11-01,73.69644258761342,74.90047495240412,74.40780344190536
2024-11-04,73.44503393683907,74.67626873931346,74.32606603046288
2024-11-05,73.61045347022683,74.66836960579195,74.38029555476571
2024-11-06,73.50894246463594,74.5314873708159,74.34038488641983
2024-11-07,74.69027997445903,75.09670180095281,74.77480069118097
2024-11-08,75.32571153146593,75.44775758797233,75.0751175372157
2024-11-11,75.85833227519895,75.78249706362352,75.36996248764896
2024-11-12,75.81559633422026,75.83063983563166,75.47236077418772
2024-11-13,75.8291170238388,75.89689149402714,75.58285766896644
2024-11-14,75.44910634420035,75.73945222578375,75.53586126712777
2024-11-15,75.02483121670022,75.52413842818964,75.43885042528092
2024-11-18,74.45899972749103,75.19800501629797,75.25431190322647
2024-11-19,74.0237241114918,74.9042948535812,75.07823058724239
2024-11-20,73.90015203428598,74.75543646774202,74.98999197216271
2024-11-21,73.79064834510567,74.61212666466056,74.89903604794766
2024-11-22,72.96790130209718,74.07674492867181,74.53232420980339
2024-11-25,72.3970408418321,73.63107647877015,74.20985391561133
2024-11-26,71.1373064563048,72.78116578414527,73.59566355861034
2024-11-27,71.21443281123928,72.59517389322426,73.41356496914906
2024-11-28,70.79880887326188,72.16704743473134,73.06218185404653
2024-11-29,70.72855453880554,71.92110221646634,72.82638380283177
2024-12-02,71.00950644586185,71.88511438730639,72.73167860378605
2024-12-03,71.24685420361484,71.86486027420898,72.65116477775835
2024-12-04,71.43857115868538,71.8525900340162,72.57982576964147
2024-12-05,71.216875197743,71.64025462166778,72.37450276349696
2024-12-06,71.34625640743468,71.61682128301821,72.29656867481694
2024-12-09,71.90340394756105,71.848552075797,72.39770411365231
2024-12-10,72.5225389472304,72.16161467872207,72.56592897068246
2024-12-11,73.34154538677004,72.6310231615816,72.85464217451141
2024-12-12,74.17438290789093,73.16329610866997,73.20343430325448
2024-12-13,73.87159206143829,73.12270052922374,73.1754639006113
2024-12-16,73.04834886467451,72.76454677344825,72.9275711178586
2024-12-17,72.56904229941364,72.5308241137459,72.75430564983938
2024-12-18,72.28986873756418,72.37214570874015,72.6262999461937
2024-12-19,72.04249242797688,72.21311739345211,72.49443938786821
2024-12-20,71.89962093385724,72.09760335401269,72.3891818570636
2024-12-23,71.79539717551741,71.99798661556896,72.29311701748513
2024-12-24,72.04082103396702,72.08815988305089,72.32657903813504
2024-12-25,72.23979664056661,72.1746902912794,72.36237013409135
2024-12-26,72.2305225709162,72.16348556612151,72.33528463061882
2024-12-27,72.1522309186406,72.11518885853312,72.28375492516318
2024-12-30,71.8875156499721,71.96059505609878,72.15893546419663
2024-12-31,71.31072226681479,71.61852987944755,71.90169414418658
2025-01-02,70.46276232381479,71.09200006473353,71.50857580214164
2025-01-03,69.5905655909366,70.50187475096779,71.05774663578539
2025-01-06,68.99312594030124,70.015882149441,70.66372133354943
2025-01-07,68.87374482077503,69.76919993232325,70.42385643811276
2025-01-08,68.83436589544675,69.57843104318766,70.22008765266565
2025-01-09,68.53546377533618,69.26182947141734,69.92925529140477
2025-01-10,68.06378669409402,68.84808687437709,69.5673124849677
2025-01-13,67.41898512089577,68.32583420991214,69.12379203735745
2025-01-14,67.32588703897311,68.08275813573646,68.86275575786773
2025-01-15,67.76717222251338,68.14933070870612,68.81453251740746
2025-01-16,67.93275413141178,68.11576013275877,68.70667208525686
2025-01-17,68.49540799996653,68.32759229047299,68.77333461202096
2025-01-20,68.8322123913142,68.4670957820216,68.80302227753661
2025-01-21,69.17958682217292,68.6434503791213,68.86778319074006
2025-01-22,69.33346270325445,68.74206763090476,68.88921169775477
2025-01-23,69.36197588965598,68.78413692199368,68.87878977018804
2025-01-24,69.56810534866342,68.92592936279895,68.94184908323237
2025-01-27,70.13293233035722,69.27831791989534,69.15744272104439
2025-02-05,70.37209973693382,69.48833832223595,69.28856080482768
2025-02-06,70.59924156325589,69.70208891624054,69.4304089476398
2025-02-07,70.93875827134731,69.98561637377045,69.62796633818552
2025-02-10,71.40640967853754,70.35398586736052,69.89318371601716
2025-02-11,71.77842724273803,70.69123177147972,70.14816298749722
2025-02-12,72.25297033140981,71.09708402613077,70.45976019391213
2025-02-13,72.7090538756807,71.51042717312514,70.78730879934325
2025-02-14,73.43720719455027,72.08724161161143,71.23758886382835
2025-02-17,73.98060876521336,72.59336643212644,71.65367125589566
2025-02-18,74.69212192358408,73.20637685044254,72.15451475923074
2025-02-19,75.26124653625921,73.7652685819853,72.63171697282894
2025-02-20,75.45177635015715,74.12785098733445,72.98468283520644
2025-02-21,75.17694832970345,74.21923612198687,73.15494876540274
2025-02-24,75.9292717761864,74.8281093399496,73.67666973546879
2025-02-25,75.93804129734652,75.05652383955221,73.94795033576399
2025-02-26,75.80281952895463,75.18013277152124,74.1459057816591
2025-02-27,76.05964398056156,75.48567085169073,74.46467467538558
2025-02-28,75.87752996946996,75.54679684609984,74.61662674710507
2025-03-03,75.51768406222783,75.4774074959803,74.67244900030765
2025-03-04,75.38695468424828,75.49201251780099,74.77615006060122
2025-03-05,75.38912907802235,75.55755529060384,74.908208324352
2025-03-06,75.8811919671431,75.88125306797214,75.21325324268393
2025-03-07,76.24889714193822,76.16036845427162,75.49114061349188
2025-03-10,76.69442218814194,76.49515117680455,75.80920379392424
2025-03-11,76.84871838640588,76.68706944920179,76.03231963114374
2025-03-12,76.53882680387491,76.61980010348431,76.07572352352356
2025-03-13,76.03951667659798,76.41317100094925,76.01395430333349
2025-03-14,75.81073827150855,76.31039143174529,76.01074542571308
2025-03-17,75.26318452028312,76.01101503671218,75.86337638535764
2025-03-18,74.8995102068088,75.77174306674891,75.74309452429586
2025-03-19,74.80417417194386,75.65576992973361,75.6962584959398
2025-03-20,74.17492693630885,75.24377586583009,75.43884524533505
2025-03-21,73.81402830960084,74.94059001428248,75.24088486579298
2025-03-24,73.57197126826405,74.68659352343028,75.06580867572214
2025-03-25,73.41581833089764,74.47380643206662,74.91044727036056
2025-03-26,72.99638311395326,74.11745412886813,74.64953079690528
2025-03-27,72.90217001454575,73.92300288630547,74.48941750100154
2025-03-28,72.69225314586649,73.67255184297136,74.28590766556029
2025-03-31,72.3536392702757,73.35077625563463,74.02711952584296
2025-04-01,71.85775265040829,72.93371482241217,73.6948517801555
2025-04-02,71.82901028007032,72.75463537415152,73.51618728354389
2025-04-03,71.35624851876737,72.34731967728374,73.17832922861719
"
1565,CN,technical,"东鹏饮料2023年03月08日至2023年04月18日, 对于10、20、30日三指数移动平均线，多头排列的天数占比？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",22.9508,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2022-06-13,142.25,141.12,140.5
2022-06-14,143.22,141.22,138.1
2022-06-15,140.2,143.02,139.85
2022-06-16,144.99,139.12,139.12
2022-06-17,144.6,143.8,141.39
2022-06-20,145.73,144.01,143.22
2022-06-21,150.15,148.9,146.13
2022-06-22,145.8,150.16,145.8
2022-06-23,147.5,145.76,143.3
2022-06-24,149.88,147.58,146.0
2022-06-27,164.87,152.0,151.24
2022-06-28,160.11,160.1,155.59
2022-06-29,170.58,159.0,157.88
2022-06-30,170.86,170.04,168.0
2022-07-01,166.3,172.0,161.38
2022-07-04,165.99,165.13,162.0
2022-07-05,161.5,165.58,160.08
2022-07-06,163.95,161.48,159.89
2022-07-07,161.67,163.63,158.0
2022-07-08,166.5,161.66,160.62
2022-07-11,160.39,165.99,159.0
2022-07-12,156.55,159.5,156.5
2022-07-13,157.8,156.42,154.4
2022-07-14,159.34,157.4,156.41
2022-07-15,156.35,158.88,155.75
2022-07-18,157.51,156.35,153.01
2022-07-19,157.99,156.58,154.73
2022-07-20,163.05,158.35,157.88
2022-07-21,161.31,162.0,158.95
2022-07-22,162.02,160.62,156.5
2022-07-25,162.0,162.02,160.6
2022-07-26,160.56,163.5,159.2
2022-07-27,157.51,160.18,156.5
2022-07-28,157.86,157.52,156.88
2022-07-29,153.06,156.13,150.0
2022-08-01,159.8,152.86,151.54
2022-08-02,158.6,158.89,156.12
2022-08-03,160.55,158.94,158.55
2022-08-04,160.76,163.36,158.6
2022-08-05,159.5,161.71,158.88
2022-08-08,158.8,159.65,158.2
2022-08-09,156.91,157.56,155.5
2022-08-10,153.96,156.13,153.69
2022-08-11,156.6,154.0,154.0
2022-08-12,156.1,156.37,153.82
2022-08-15,154.73,155.0,153.5
2022-08-16,160.0,155.49,155.49
2022-08-17,155.01,157.47,153.68
2022-08-18,151.9,154.55,151.54
2022-08-19,150.39,151.72,150.0
2022-08-22,152.72,150.85,148.0
2022-08-23,150.5,151.2,149.81
2022-08-24,148.0,150.3,147.62
2022-08-25,149.35,148.76,147.74
2022-08-26,150.3,149.1,149.1
2022-08-29,150.4,148.3,148.0
2022-08-30,149.03,151.4,147.9
2022-08-31,152.29,149.29,148.19
2022-09-01,149.8,152.8,149.11
2022-09-02,146.13,149.74,145.72
2022-09-05,142.23,146.95,141.01
2022-09-06,142.24,143.53,140.57
2022-09-07,139.54,141.88,138.85
2022-09-08,140.19,139.0,138.83
2022-09-09,140.27,140.19,138.65
2022-09-13,141.98,140.35,140.35
2022-09-14,138.73,140.16,137.7
2022-09-15,139.37,138.96,138.05
2022-09-16,130.82,138.78,129.41
2022-09-19,139.48,130.56,128.8
2022-09-20,137.98,139.5,135.85
2022-09-21,133.92,135.0,133.3
2022-09-22,133.26,132.23,132.23
2022-09-23,132.39,132.67,130.28
2022-09-26,133.0,130.02,129.98
2022-09-27,144.97,134.88,133.24
2022-09-28,144.3,144.13,140.02
2022-09-29,144.2,144.29,143.43
2022-09-30,141.88,143.44,141.2
2022-10-10,132.81,140.68,132.0
2022-10-11,130.93,132.98,129.11
2022-10-12,131.24,129.95,126.81
2022-10-13,137.3,129.5,129.5
2022-10-14,138.05,138.27,134.54
2022-10-17,143.0,137.76,135.22
2022-10-18,147.19,144.39,144.0
2022-10-19,142.06,148.7,141.5
2022-10-20,149.2,141.5,138.97
2022-10-21,149.1,147.9,147.0
2022-10-24,145.76,150.16,141.38
2022-10-25,155.46,146.49,144.2
2022-10-26,154.9,155.0,152.8
2022-10-27,157.72,156.05,148.51
2022-10-28,153.65,155.15,152.5
2022-10-31,155.01,153.1,147.5
2022-11-01,166.55,155.01,150.91
2022-11-02,170.11,166.43,165.3
2022-11-03,168.3,168.31,166.81
2022-11-04,169.4,167.5,166.0
2022-11-07,167.6,168.0,166.01
2022-11-08,164.35,167.68,161.78
2022-11-09,163.0,165.98,162.2
2022-11-10,161.37,160.72,158.67
2022-11-11,168.89,165.0,161.51
2022-11-14,170.59,168.88,167.5
2022-11-15,170.67,171.0,168.75
2022-11-16,176.93,171.0,170.0
2022-11-17,176.4,176.1,175.31
2022-11-18,177.39,174.16,174.12
2022-11-21,173.63,177.13,172.97
2022-11-22,173.92,173.59,171.8
2022-11-23,175.45,173.91,173.0
2022-11-24,172.4,175.28,171.27
2022-11-25,170.75,173.0,170.1
2022-11-28,173.5,169.0,167.08
2022-11-29,171.57,172.5,170.0
2022-11-30,171.0,170.26,169.06
2022-12-01,175.24,173.79,173.5
2022-12-02,173.33,175.0,170.3
2022-12-05,180.67,174.48,171.2
2022-12-06,187.61,178.47,177.0
2022-12-07,181.94,187.86,180.61
2022-12-08,177.1,182.7,174.21
2022-12-09,177.02,178.29,172.52
2022-12-12,176.12,176.41,174.66
2022-12-13,178.86,176.63,174.6
2022-12-14,182.81,178.96,177.01
2022-12-15,180.47,183.26,178.77
2022-12-16,177.04,180.0,175.2
2022-12-19,172.8,177.56,171.8
2022-12-20,170.5,173.73,169.02
2022-12-21,170.77,171.72,170.01
2022-12-22,178.36,170.92,170.92
2022-12-23,180.44,177.68,177.14
2022-12-26,177.94,180.3,176.09
2022-12-27,177.23,176.99,174.75
2022-12-28,176.8,176.05,175.54
2022-12-29,176.0,176.0,175.02
2022-12-30,177.9,175.41,175.41
2023-01-03,172.0,178.58,170.0
2023-01-04,171.8,170.5,170.5
2023-01-05,175.95,173.24,171.8
2023-01-06,176.0,175.95,173.51
2023-01-09,175.0,176.68,172.3
2023-01-10,180.23,175.85,173.74
2023-01-11,178.18,180.75,177.0
2023-01-12,174.39,179.29,174.08
2023-01-13,183.98,173.0,172.76
2023-01-16,186.84,185.5,184.01
2023-01-17,187.0,188.06,184.1
2023-01-18,185.18,187.95,183.6
2023-01-19,183.07,185.3,181.01
2023-01-20,179.78,182.7,179.5
2023-01-30,178.01,182.13,175.3
2023-01-31,177.93,179.13,176.0
2023-02-01,177.28,177.8,174.85
2023-02-02,184.07,177.2,176.08
2023-02-03,182.09,183.2,180.0
2023-02-06,179.2,179.0,177.45
2023-02-07,175.27,178.02,175.08
2023-02-08,175.53,175.3,173.68
2023-02-09,192.34,174.49,174.49
2023-02-10,197.52,196.14,191.9
2023-02-13,200.41,197.57,197.53
2023-02-14,206.0,201.01,197.86
2023-02-15,207.12,206.0,203.62
2023-02-16,205.0,206.55,203.0
2023-02-17,200.5,204.13,200.0
2023-02-20,197.0,199.01,196.23
2023-02-21,203.11,202.57,198.16
2023-02-22,207.0,202.02,200.15
2023-02-23,201.72,206.36,201.0
2023-02-24,203.0,200.99,199.88
2023-02-27,202.59,203.0,198.17
2023-02-28,204.97,200.56,200.0
2023-03-01,206.0,203.24,200.31
2023-03-02,203.78,205.3,203.06
2023-03-03,203.79,203.78,201.5
2023-03-06,202.98,203.06,200.16
2023-03-07,201.42,202.2,201.42
2023-03-08,199.89,200.92,196.54
2023-03-09,199.2,201.24,196.12
2023-03-10,197.54,197.09,196.51
2023-03-13,203.42,196.48,196.29
2023-03-14,200.0,204.2,190.19
2023-03-15,196.0,200.68,196.0
2023-03-16,196.06,194.99,194.36
2023-03-17,190.84,196.88,189.02
2023-03-20,190.38,189.89,183.83
2023-03-21,192.54,188.52,188.1
2023-03-22,190.55,193.74,190.3
2023-03-23,193.15,189.6,189.6
2023-03-24,194.72,193.5,191.0
2023-03-27,190.55,194.7,188.68
2023-03-28,192.0,189.6,188.0
2023-03-29,194.04,192.0,190.75
2023-03-30,198.1,194.54,192.31
2023-03-31,192.41,198.45,192.06
2023-04-03,193.08,192.71,190.78
2023-04-04,196.25,193.51,192.32
2023-04-06,186.48,195.74,186.08
2023-04-07,184.6,186.58,184.0
2023-04-10,185.9,183.82,177.56
2023-04-11,185.42,184.6,182.0
2023-04-12,190.95,195.1,186.0
2023-04-13,181.8,188.58,181.0
2023-04-14,179.91,181.99,179.02
2023-04-17,183.34,179.92,179.38
2023-04-18,184.57,183.09,181.0
","date,10日,20日,30日
2022-10-20,146.71048272285802,142.91208448278277,139.39728484022498
2022-10-21,148.76162029827216,144.92786669536653,141.09709759440008
2022-10-24,148.47150430695513,145.68805833408692,141.9854424146466
2022-10-25,152.51484253832035,148.79604336018028,144.5244902748746
2022-10-26,154.80183377734176,151.15551548604157,146.64298358781232
2022-10-27,157.40807173960596,153.76611281131096,149.00028619409443
2022-10-28,157.09338008782396,154.78441317852867,150.31160235608078
2022-10-31,157.2868323145276,155.9011241895898,151.68781245373773
2022-11-01,162.4509094627957,159.7365098377304,154.9637864029831
2022-11-02,167.30846921280607,163.7179084697893,158.44989306208157
2022-11-03,169.47309442635242,166.40943016758314,161.13830154204777
2022-11-04,171.12549532940727,168.78730534187557,163.6494960741083
2022-11-07,171.1271869989998,170.14868354083464,165.47443461618937
2022-11-08,169.39072633135834,170.29836457133544,166.43188059549897
2022-11-09,167.39941260057026,169.95164753270484,166.97282555346567
2022-11-10,165.1713214159377,169.13308703059127,167.09835772169737
2022-11-11,166.9812897671709,170.31088990891433,168.5204560057859
2022-11-14,168.87971698749925,171.61813969662737,170.02164261730354
2022-11-15,170.08686789085715,172.61020756921582,171.29635041451618
2022-11-16,173.61583330737207,174.94681248593304,173.49182090579035
2022-11-17,175.60335328836254,176.6198158828841,175.25935609053997
2022-11-18,177.21947367010495,178.13924297567587,176.92502589429125
2022-11-21,176.43024764952207,178.29879331564047,177.63803504769655
2022-11-22,175.8796322299133,178.39769589894826,178.25098726644762
2022-11-23,176.08203067878338,178.7742979164681,179.00185269834063
2022-11-24,174.7372710845444,178.19519190675507,179.04348925036996
2022-11-25,173.0156638049777,177.2033989436079,178.71963442320674
2022-11-28,173.07035943404074,177.0248244378789,178.87642697263243
2022-11-29,172.21871190153155,176.3062920860513,178.60763190513518
2022-11-30,171.38788875202204,175.50562523815964,178.21528857137133
2022-12-01,172.764393439127,175.8936693141094,178.58993638433907
2022-12-02,172.8327180373324,175.66459865840918,178.5226088680174
2022-12-05,176.19881071780813,177.33276738734273,179.74733705371412
2022-12-06,181.56341256079105,180.4497661540772,182.03062536112495
2022-12-07,182.49286193585192,181.47280264795714,182.95110030772756
2022-12-08,180.79006099377597,180.9901004242853,182.82735743887565
2022-12-09,179.50286782039862,180.51238848867112,182.65397828056322
2022-12-12,178.1627141127836,179.83280950788748,182.29087577259688
2022-12-13,178.46597730052716,179.9389936305033,182.42442039671545
2022-12-14,180.43136262841622,181.0071600146717,183.2141541267742
2022-12-15,180.6494537723109,181.2313777739838,183.43818135701304
2022-12-16,179.19351661943466,180.4818270383949,182.9699950002981
2022-12-19,176.26935553600427,178.72970436141352,181.75125099901868
2022-12-20,173.28294997174413,176.66969510316315,180.2313204804414
2022-12-21,171.46793675846484,175.03678341139528,178.91890050969377
2022-12-22,173.78279812259933,175.6635688474185,179.12041981780627
2022-12-23,176.35475359921617,176.71462085139723,179.65031550938645
2022-12-26,176.97770587817593,176.92143564015697,179.63728770817104
2022-12-27,177.07638509742372,176.89914959375253,179.47419037353185
2022-12-28,176.9450020095774,176.7625674326532,179.2318698935624
2022-12-29,176.49336723145464,176.43792305363658,178.85470391798236
2022-12-30,177.0541886623468,176.66179329899327,178.85091536053247
2023-01-03,174.7634637229084,175.31262975580455,177.7609210112106
2023-01-04,173.1578169797286,174.15798762526168,176.7562369086851
2023-01-05,174.0092059175734,174.29795234183516,176.6184639287916
2023-01-06,174.65108640112544,174.43695529105352,176.49801144298368
2023-01-09,174.6598350360821,174.3019924589705,176.20324545724768
2023-01-10,177.0537176758698,175.55853853464612,176.8867090971545
2023-01-11,177.72754213526673,176.06277993654814,177.10616668191759
2023-01-12,176.43762024764848,175.49527952139383,176.60341084945665
2023-01-13,179.89360286041202,177.52127124948743,177.8957183165449
2023-01-16,183.46419221608681,179.92088120376724,179.53803053701165
2023-01-17,185.83472628445517,181.91462272208662,180.99380247804388
2023-01-18,186.4667929849401,183.0518809683671,181.92395473172195
2023-01-19,185.79408373326683,183.40606106360747,182.33922247682227
2023-01-20,183.73139697160448,182.81112896481147,182.08901986588324
2023-01-30,181.46417744044396,181.8361941022428,181.53269270246582
2023-01-31,179.8718787636237,180.99458135586366,181.01674885005397
2023-02-01,178.51156274586907,180.12063304661268,180.43488812988903
2023-02-02,180.69785793363752,181.15568129398298,181.14649647164583
2023-02-03,181.28155842837532,181.47911638350195,181.4001870667604
2023-02-06,180.35734513195152,180.9813120537466,181.08747669274777
2023-02-07,177.95857197645404,179.54302938996554,180.09118241230607
2023-02-08,176.49766131003335,178.4277582347098,179.25867865284857
2023-02-09,183.18001593389195,181.87679091961581,181.57332970274385
2023-02-10,190.00006186712292,186.03937440882737,184.5317045696952
2023-02-13,195.7620395368985,190.1723304569426,187.63186739559362
2023-02-14,201.9433278828212,194.9608041716716,191.33861857453707
2023-02-15,206.30538363048814,199.10536572197486,194.7578624853166
2023-02-16,207.92794869453252,201.86252278167876,197.33006774363812
2023-02-17,206.62984520459779,202.85325325144998,198.72325077012098
2023-02-20,203.86846137457633,202.6531232960807,199.262587588826
2023-02-21,204.546492619959,203.9745476034327,200.79660938723418
2023-02-22,206.5690092331446,205.96837102218086,202.79770135229208
2023-02-23,205.34574510413134,206.1310094943861,203.54207497771807
2023-02-24,204.93642426367518,206.496355200828,204.37465520259542
2023-02-27,204.3441240699073,206.59378993559343,204.97797742849113
2023-02-28,204.91884256986827,207.20004593462625,205.88677312392412
2023-03-01,205.6797958866394,207.8762801507372,206.81818997997544
2023-03-02,205.09817687404578,207.76879328648226,207.17976217038074
2023-03-03,204.63911771296395,207.60196657377062,207.44742279864968
2023-03-06,203.91208263357512,207.1797228813642,207.48544911941
2023-03-07,202.68622333457313,206.36027442323356,207.18813953036621
2023-03-08,201.16399065909457,205.23128489530845,206.60510235893994
2023-03-09,199.85102235148318,204.0760745544803,205.92734632636206
2023-03-10,198.264327424072,202.65750091468868,204.99420390434966
2023-03-13,199.92724578467937,202.9889277612466,205.20852435431462
2023-03-14,199.55221642992836,202.3461148041108,204.74309406444695
2023-03-15,197.53597128946382,200.7585166321943,203.57942026603303
2023-03-16,196.27500064801737,199.45862424230307,202.5443857069922
2023-03-17,193.1534347391086,197.03407572121478,200.66858647494414
2023-03-20,190.96892383962188,194.93457033168136,198.92500657842774
2023-03-21,190.62940540857397,193.79319014985884,197.7777991354989
2023-03-22,189.65271823539598,192.36810205327538,196.40441906416333
2023-03-23,190.32014672953034,191.907419894174,195.66924193058344
2023-03-24,191.60764843351782,191.97292950222385,195.3089511913184
2023-03-27,190.68194351455472,190.9800982861046,194.23764357328406
2023-03-28,190.80238329457882,190.57973307449234,193.56530254607034
2023-03-29,191.8857302156415,190.81957439028088,193.35150964308338
2023-03-30,194.5064214051103,192.10615120178213,193.90652035186116
2023-03-31,193.70632553406,191.71499746884567,193.36597117047742
2023-04-03,193.47525051173312,191.59640593188416,193.01998603790213
2023-04-04,194.76271711015397,192.34947841149344,193.2987665528476
2023-04-06,191.20225657050352,190.45688223298555,191.77795703663037
2023-04-07,187.9855649913201,188.44704777721174,190.1145703414481
2023-04-10,186.4915926273396,187.17515600641565,188.90701978076902
2023-04-11,185.3760352604184,186.05257360675822,187.7790388661489
2023-04-12,187.2416656510748,186.61520034586638,187.81310195785332
2023-04-13,184.4421265637066,184.74876628912057,186.20309066447308
2023-04-14,181.80173170785244,182.7781404937198,184.4722955476994
2023-04-17,181.7087208447781,182.10975759091497,183.60416593488534
2023-04-18,182.33273659635066,181.94075318985387,183.09464025583455
"
1566,CN,technical,上港集团从2023年09月02日到2024年08月08日，5、20、60日三指数移动平均线呈空头排列的天数比例是多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,21.0784,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2022-03-15,5.42,5.57,5.4
2022-03-16,5.72,5.45,5.45
2022-03-17,5.67,5.76,5.63
2022-03-18,5.63,5.65,5.55
2022-03-21,5.53,5.6,5.46
2022-03-22,5.6,5.49,5.48
2022-03-23,5.56,5.64,5.5
2022-03-24,5.51,5.55,5.48
2022-03-25,5.41,5.49,5.4
2022-03-28,5.46,5.37,5.25
2022-03-29,5.41,5.46,5.37
2022-03-30,5.42,5.43,5.35
2022-03-31,5.47,5.4,5.38
2022-04-01,6.02,5.65,5.65
2022-04-06,6.11,5.9,5.84
2022-04-07,6.14,6.05,6.0
2022-04-08,6.27,6.13,6.11
2022-04-11,6.08,6.28,6.06
2022-04-12,6.15,6.08,5.95
2022-04-13,6.09,6.14,6.05
2022-04-14,6.14,6.06,6.02
2022-04-15,6.19,6.12,6.04
2022-04-18,6.22,6.21,6.05
2022-04-19,6.24,6.19,6.17
2022-04-20,6.1,6.18,6.08
2022-04-21,5.98,6.08,5.95
2022-04-22,6.08,5.96,5.91
2022-04-25,5.75,6.0,5.75
2022-04-26,5.74,5.8,5.72
2022-04-27,5.79,5.73,5.62
2022-04-28,5.82,5.77,5.68
2022-04-29,5.93,5.83,5.73
2022-05-05,6.4,5.92,5.91
2022-05-06,6.14,6.22,6.11
2022-05-09,6.17,6.1,6.08
2022-05-10,6.21,6.11,5.96
2022-05-11,6.01,6.21,6.0
2022-05-12,6.05,5.93,5.88
2022-05-13,6.36,6.0,5.99
2022-05-16,6.24,6.34,6.15
2022-05-17,6.13,6.23,6.07
2022-05-18,6.08,6.17,6.05
2022-05-19,6.02,5.99,5.9
2022-05-20,6.16,6.02,6.01
2022-05-23,6.12,6.16,6.1
2022-05-24,5.95,6.12,5.94
2022-05-25,6.23,5.95,5.93
2022-05-26,6.3,6.23,6.19
2022-05-27,6.3,6.3,6.22
2022-05-30,6.29,6.37,6.22
2022-05-31,6.25,6.3,6.24
2022-06-01,6.43,6.25,6.24
2022-06-02,6.19,6.41,6.16
2022-06-06,6.2,6.15,6.09
2022-06-07,6.27,6.21,6.17
2022-06-08,6.24,6.27,6.11
2022-06-09,6.14,6.23,6.12
2022-06-10,6.15,6.12,6.07
2022-06-13,5.99,6.1,5.95
2022-06-14,6.03,5.95,5.89
2022-06-15,6.06,6.04,6.0
2022-06-16,5.96,6.06,5.95
2022-06-17,5.93,5.93,5.86
2022-06-20,5.95,5.92,5.88
2022-06-21,5.86,5.92,5.82
2022-06-22,5.82,5.86,5.82
2022-06-23,5.86,5.82,5.75
2022-06-24,5.9,5.83,5.81
2022-06-27,5.86,5.91,5.82
2022-06-28,5.9,5.85,5.8
2022-06-29,5.83,5.91,5.82
2022-06-30,5.83,5.88,5.8
2022-07-01,5.83,5.82,5.78
2022-07-04,5.83,5.83,5.75
2022-07-05,5.92,5.83,5.81
2022-07-06,5.71,5.92,5.66
2022-07-07,5.69,5.73,5.67
2022-07-08,5.75,5.7,5.68
2022-07-11,5.7,5.75,5.66
2022-07-12,5.67,5.69,5.66
2022-07-13,5.66,5.68,5.64
2022-07-14,5.64,5.66,5.55
2022-07-15,5.5,5.65,5.5
2022-07-18,5.54,5.45,5.45
2022-07-19,5.6,5.54,5.53
2022-07-20,5.62,5.6,5.59
2022-07-21,5.57,5.64,5.57
2022-07-22,5.6,5.57,5.56
2022-07-25,5.58,5.62,5.58
2022-07-26,5.62,5.58,5.51
2022-07-27,5.56,5.6,5.55
2022-07-28,5.56,5.58,5.53
2022-07-29,5.48,5.55,5.45
2022-08-01,5.47,5.41,5.41
2022-08-02,5.35,5.43,5.2
2022-08-03,5.25,5.3,5.24
2022-08-04,5.32,5.26,5.25
2022-08-05,5.37,5.33,5.27
2022-08-08,5.4,5.37,5.36
2022-08-09,5.4,5.41,5.35
2022-08-10,5.37,5.4,5.35
2022-08-11,5.47,5.41,5.4
2022-08-12,5.5,5.46,5.45
2022-08-15,5.49,5.51,5.46
2022-08-16,5.45,5.49,5.45
2022-08-17,5.49,5.45,5.43
2022-08-18,5.41,5.45,5.38
2022-08-19,5.25,5.24,5.21
2022-08-22,5.38,5.26,5.25
2022-08-23,5.34,5.36,5.3
2022-08-24,5.29,5.35,5.27
2022-08-25,5.43,5.31,5.29
2022-08-26,5.41,5.44,5.37
2022-08-29,5.39,5.36,5.31
2022-08-30,5.39,5.45,5.37
2022-08-31,5.41,5.42,5.37
2022-09-01,5.33,5.42,5.31
2022-09-02,5.3,5.36,5.28
2022-09-05,5.43,5.3,5.3
2022-09-06,5.49,5.45,5.42
2022-09-07,5.49,5.47,5.43
2022-09-08,5.55,5.5,5.47
2022-09-09,5.6,5.52,5.51
2022-09-13,5.54,5.58,5.51
2022-09-14,5.49,5.49,5.45
2022-09-15,5.51,5.5,5.44
2022-09-16,5.31,5.49,5.3
2022-09-19,5.33,5.32,5.25
2022-09-20,5.32,5.33,5.29
2022-09-21,5.46,5.3,5.29
2022-09-22,5.5,5.47,5.41
2022-09-23,5.54,5.51,5.41
2022-09-26,5.43,5.53,5.4
2022-09-27,5.54,5.42,5.41
2022-09-28,5.54,5.51,5.51
2022-09-29,5.55,5.56,5.52
2022-09-30,5.56,5.53,5.53
2022-10-10,5.49,5.52,5.46
2022-10-11,5.53,5.52,5.46
2022-10-12,5.51,5.53,5.38
2022-10-13,5.47,5.47,5.46
2022-10-14,5.51,5.59,5.5
2022-10-17,5.47,5.49,5.44
2022-10-18,5.47,5.5,5.45
2022-10-19,5.54,5.46,5.44
2022-10-20,5.41,5.53,5.4
2022-10-21,5.49,5.43,5.4
2022-10-24,5.27,5.49,5.26
2022-10-25,5.2,5.27,5.19
2022-10-26,5.24,5.22,5.2
2022-10-27,5.27,5.23,5.22
2022-10-28,5.15,5.26,5.14
2022-10-31,5.17,5.15,5.08
2022-11-01,5.23,5.15,5.13
2022-11-02,5.23,5.21,5.17
2022-11-03,5.15,5.19,5.14
2022-11-04,5.24,5.14,5.14
2022-11-07,5.32,5.22,5.2
2022-11-08,5.31,5.32,5.26
2022-11-09,5.27,5.32,5.25
2022-11-10,5.26,5.25,5.21
2022-11-11,5.35,5.32,5.28
2022-11-14,5.34,5.35,5.32
2022-11-15,5.35,5.35,5.32
2022-11-16,5.35,5.35,5.32
2022-11-17,5.33,5.33,5.3
2022-11-18,5.27,5.33,5.26
2022-11-21,5.22,5.25,5.15
2022-11-22,5.32,5.22,5.19
2022-11-23,5.37,5.31,5.3
2022-11-24,5.33,5.38,5.32
2022-11-25,5.43,5.33,5.32
2022-11-28,5.39,5.38,5.3
2022-11-29,5.47,5.39,5.38
2022-11-30,5.45,5.46,5.44
2022-12-01,5.48,5.49,5.45
2022-12-02,5.41,5.46,5.4
2022-12-05,5.54,5.44,5.44
2022-12-06,5.57,5.54,5.53
2022-12-07,5.57,5.59,5.52
2022-12-08,5.58,5.59,5.53
2022-12-09,5.56,5.56,5.51
2022-12-12,5.48,5.55,5.46
2022-12-13,5.49,5.47,5.47
2022-12-14,5.5,5.47,5.47
2022-12-15,5.43,5.47,5.41
2022-12-16,5.48,5.4,5.4
2022-12-19,5.3,5.47,5.28
2022-12-20,5.26,5.28,5.24
2022-12-21,5.27,5.26,5.25
2022-12-22,5.22,5.31,5.19
2022-12-23,5.21,5.2,5.19
2022-12-26,5.18,5.21,5.16
2022-12-27,5.28,5.21,5.2
2022-12-28,5.26,5.27,5.23
2022-12-29,5.27,5.26,5.18
2022-12-30,5.34,5.29,5.26
2023-01-03,5.36,5.36,5.32
2023-01-04,5.39,5.35,5.35
2023-01-05,5.39,5.4,5.37
2023-01-06,5.33,5.38,5.32
2023-01-09,5.33,5.35,5.29
2023-01-10,5.24,5.32,5.24
2023-01-11,5.22,5.22,5.22
2023-01-12,5.21,5.23,5.2
2023-01-13,5.24,5.21,5.2
2023-01-16,5.28,5.24,5.22
2023-01-17,5.27,5.31,5.23
2023-01-18,5.25,5.26,5.23
2023-01-19,5.27,5.24,5.22
2023-01-20,5.32,5.27,5.26
2023-01-30,5.33,5.35,5.33
2023-01-31,5.33,5.33,5.32
2023-02-01,5.36,5.35,5.31
2023-02-02,5.34,5.36,5.33
2023-02-03,5.28,5.33,5.25
2023-02-06,5.26,5.26,5.24
2023-02-07,5.28,5.26,5.26
2023-02-08,5.27,5.29,5.25
2023-02-09,5.28,5.26,5.25
2023-02-10,5.29,5.28,5.27
2023-02-13,5.33,5.3,5.29
2023-02-14,5.31,5.34,5.3
2023-02-15,5.28,5.32,5.26
2023-02-16,5.23,5.28,5.22
2023-02-17,5.22,5.24,5.21
2023-02-20,5.28,5.22,5.22
2023-02-21,5.31,5.28,5.27
2023-02-22,5.3,5.3,5.27
2023-02-23,5.28,5.3,5.26
2023-02-24,5.26,5.29,5.25
2023-02-27,5.27,5.26,5.25
2023-02-28,5.32,5.28,5.27
2023-03-01,5.35,5.34,5.32
2023-03-02,5.38,5.34,5.33
2023-03-03,5.48,5.38,5.37
2023-03-06,5.46,5.5,5.45
2023-03-07,5.42,5.45,5.4
2023-03-08,5.42,5.4,5.36
2023-03-09,5.39,5.44,5.37
2023-03-10,5.37,5.37,5.36
2023-03-13,5.45,5.34,5.34
2023-03-14,5.41,5.44,5.41
2023-03-15,5.55,5.43,5.39
2023-03-16,5.56,5.54,5.54
2023-03-17,5.59,5.57,5.55
2023-03-20,5.57,5.58,5.54
2023-03-21,5.55,5.56,5.49
2023-03-22,5.56,5.56,5.52
2023-03-23,5.62,5.54,5.52
2023-03-24,5.55,5.61,5.53
2023-03-27,5.52,5.58,5.49
2023-03-28,5.55,5.55,5.51
2023-03-29,5.55,5.55,5.52
2023-03-30,5.57,5.54,5.49
2023-03-31,5.54,5.57,5.53
2023-04-03,5.49,5.54,5.47
2023-04-04,5.55,5.48,5.44
2023-04-06,5.54,5.55,5.51
2023-04-07,5.49,5.53,5.46
2023-04-10,5.47,5.48,5.44
2023-04-11,5.47,5.48,5.42
2023-04-12,5.57,5.47,5.46
2023-04-13,5.57,5.55,5.54
2023-04-14,5.58,5.6,5.53
2023-04-17,5.65,5.58,5.57
2023-04-18,5.73,5.7,5.66
2023-04-19,5.73,5.73,5.67
2023-04-20,5.7,5.73,5.63
2023-04-21,5.66,5.7,5.64
2023-04-24,5.6,5.63,5.59
2023-04-25,5.65,5.62,5.58
2023-04-26,5.56,5.64,5.5
2023-04-27,5.6,5.56,5.53
2023-04-28,5.73,5.61,5.6
2023-05-04,5.79,5.65,5.56
2023-05-05,5.76,5.8,5.67
2023-05-08,5.87,5.76,5.76
2023-05-09,5.85,5.91,5.82
2023-05-10,5.67,5.74,5.65
2023-05-11,5.69,5.71,5.65
2023-05-12,5.69,5.69,5.66
2023-05-15,5.67,5.67,5.56
2023-05-16,5.6,5.67,5.58
2023-05-17,5.49,5.57,5.48
2023-05-18,5.52,5.48,5.47
2023-05-19,5.44,5.52,5.44
2023-05-22,5.42,5.43,5.4
2023-05-23,5.33,5.41,5.33
2023-05-24,5.23,5.32,5.23
2023-05-25,5.23,5.22,5.2
2023-05-26,5.25,5.24,5.18
2023-05-29,5.3,5.24,5.23
2023-05-30,5.31,5.29,5.23
2023-05-31,5.27,5.31,5.25
2023-06-01,5.26,5.28,5.26
2023-06-02,5.29,5.27,5.27
2023-06-05,5.3,5.31,5.28
2023-06-06,5.24,5.3,5.23
2023-06-07,5.38,5.25,5.25
2023-06-08,5.43,5.37,5.35
2023-06-09,5.4,5.42,5.39
2023-06-12,5.34,5.4,5.33
2023-06-13,5.38,5.34,5.34
2023-06-14,5.35,5.37,5.34
2023-06-15,5.34,5.35,5.28
2023-06-16,5.35,5.33,5.32
2023-06-19,5.26,5.35,5.25
2023-06-20,5.19,5.26,5.19
2023-06-21,5.17,5.19,5.16
2023-06-26,5.05,5.16,5.05
2023-06-27,5.17,5.06,5.06
2023-06-28,5.2,5.19,5.14
2023-06-29,5.2,5.21,5.18
2023-06-30,5.25,5.2,5.18
2023-07-03,5.26,5.24,5.21
2023-07-04,5.23,5.25,5.21
2023-07-05,5.21,5.23,5.2
2023-07-06,5.17,5.21,5.15
2023-07-07,5.25,5.18,5.16
2023-07-10,5.23,5.24,5.22
2023-07-11,5.25,5.25,5.23
2023-07-12,5.21,5.26,5.19
2023-07-13,5.25,5.21,5.21
2023-07-14,5.24,5.25,5.23
2023-07-17,5.25,5.23,5.2
2023-07-18,5.25,5.25,5.22
2023-07-19,5.3,5.24,5.24
2023-07-20,5.25,5.3,5.24
2023-07-21,5.25,5.25,5.23
2023-07-24,5.27,5.24,5.24
2023-07-25,5.31,5.29,5.28
2023-07-26,5.32,5.32,5.3
2023-07-27,5.32,5.33,5.3
2023-07-28,5.39,5.33,5.31
2023-07-31,5.42,5.39,5.38
2023-08-01,5.45,5.41,5.4
2023-08-02,5.43,5.46,5.4
2023-08-03,5.42,5.44,5.37
2023-08-04,5.42,5.44,5.41
2023-08-07,5.34,5.42,5.32
2023-08-08,5.34,5.34,5.32
2023-08-09,5.33,5.32,5.32
2023-08-10,5.38,5.33,5.33
2023-08-11,5.18,5.28,5.18
2023-08-14,5.18,5.15,5.13
2023-08-15,5.22,5.18,5.16
2023-08-16,5.19,5.21,5.16
2023-08-17,5.18,5.17,5.13
2023-08-18,5.2,5.18,5.17
2023-08-21,5.17,5.21,5.16
2023-08-22,5.18,5.16,5.14
2023-08-23,5.15,5.18,5.15
2023-08-24,5.07,5.15,5.07
2023-08-25,5.08,5.06,5.04
2023-08-28,5.15,5.26,5.13
2023-08-29,5.16,5.16,5.1
2023-08-30,5.11,5.17,5.1
2023-08-31,5.1,5.11,5.08
2023-09-01,5.14,5.09,5.09
2023-09-04,5.19,5.15,5.13
2023-09-05,5.15,5.18,5.14
2023-09-06,5.14,5.14,5.12
2023-09-07,5.11,5.13,5.11
2023-09-08,5.07,5.13,5.05
2023-09-11,5.1,5.06,5.06
2023-09-12,5.12,5.09,5.08
2023-09-13,5.12,5.11,5.1
2023-09-14,5.19,5.13,5.09
2023-09-15,5.23,5.19,5.18
2023-09-18,5.18,5.24,5.16
2023-09-19,5.24,5.18,5.18
2023-09-20,5.22,5.24,5.21
2023-09-21,5.21,5.23,5.2
2023-09-22,5.21,5.22,5.18
2023-09-25,5.25,5.23,5.21
2023-09-26,5.21,5.24,5.2
2023-09-27,5.18,5.23,5.17
2023-09-28,5.15,5.18,5.13
2023-10-09,5.12,5.14,5.09
2023-10-10,5.05,5.11,5.05
2023-10-11,5.01,5.05,5.0
2023-10-12,5.07,5.03,5.03
2023-10-13,5.05,5.07,5.05
2023-10-16,5.08,5.05,5.04
2023-10-17,5.07,5.09,5.05
2023-10-18,5.02,5.08,5.02
2023-10-19,4.85,5.01,4.85
2023-10-20,4.85,4.86,4.84
2023-10-23,4.82,4.85,4.79
2023-10-24,4.84,4.82,4.77
2023-10-25,4.91,4.87,4.85
2023-10-26,4.95,4.9,4.87
2023-10-27,5.0,4.95,4.94
2023-10-30,4.97,4.99,4.95
2023-10-31,5.0,4.97,4.94
2023-11-01,5.03,5.0,4.97
2023-11-02,5.07,5.03,5.02
2023-11-03,4.99,5.07,4.98
2023-11-06,4.98,4.99,4.94
2023-11-07,4.98,4.97,4.95
2023-11-08,4.93,4.97,4.91
2023-11-09,4.95,4.93,4.92
2023-11-10,4.92,4.95,4.89
2023-11-13,4.94,4.92,4.89
2023-11-14,4.93,4.94,4.92
2023-11-15,4.95,4.96,4.93
2023-11-16,4.91,4.94,4.9
2023-11-17,4.88,4.91,4.87
2023-11-20,4.92,4.87,4.87
2023-11-21,4.95,4.93,4.92
2023-11-22,4.97,4.95,4.94
2023-11-23,4.98,4.97,4.96
2023-11-24,5.0,4.98,4.98
2023-11-27,5.01,5.0,4.95
2023-11-28,4.99,5.0,4.96
2023-11-29,5.0,4.99,4.99
2023-11-30,5.03,4.99,4.99
2023-12-01,5.03,5.05,5.01
2023-12-04,5.09,5.03,5.03
2023-12-05,5.01,5.08,4.99
2023-12-06,4.99,5.0,4.91
2023-12-07,5.0,4.99,4.97
2023-12-08,5.0,5.01,4.97
2023-12-11,5.06,4.99,4.91
2023-12-12,5.09,5.04,5.02
2023-12-13,5.08,5.09,5.07
2023-12-14,5.08,5.07,5.06
2023-12-15,5.05,5.08,5.04
2023-12-18,5.07,5.05,5.04
2023-12-19,5.05,5.05,5.02
2023-12-20,5.05,5.06,5.04
2023-12-21,5.07,5.07,5.02
2023-12-22,5.11,5.07,5.05
2023-12-25,5.06,5.11,5.0
2023-12-26,5.06,5.05,5.03
2023-12-27,5.07,5.06,5.01
2023-12-28,4.98,5.06,4.98
2023-12-29,4.9,4.97,4.9
2024-01-02,4.98,4.9,4.88
2024-01-03,5.07,4.97,4.96
2024-01-04,5.08,5.07,5.05
2024-01-05,5.1,5.1,5.07
2024-01-08,5.09,5.1,5.05
2024-01-09,5.16,5.1,5.02
2024-01-10,5.2,5.17,5.14
2024-01-11,5.22,5.2,5.16
2024-01-12,5.29,5.22,5.21
2024-01-15,5.34,5.3,5.28
2024-01-16,5.36,5.35,5.31
2024-01-17,5.31,5.36,5.29
2024-01-18,5.28,5.28,5.14
2024-01-19,5.29,5.27,5.23
2024-01-22,5.15,5.27,5.11
2024-01-23,5.21,5.13,5.07
2024-01-24,5.38,5.21,5.21
2024-01-25,5.48,5.43,5.37
2024-01-26,5.54,5.47,5.44
2024-01-29,5.53,5.51,5.5
2024-01-30,5.52,5.53,5.49
2024-01-31,5.52,5.51,5.44
2024-02-01,5.51,5.51,5.47
2024-02-02,5.52,5.51,5.41
2024-02-05,5.46,5.48,5.41
2024-02-06,5.59,5.48,5.44
2024-02-07,5.4,5.55,5.31
2024-02-08,5.3,5.38,5.15
2024-02-19,5.43,5.31,5.29
2024-02-20,5.56,5.43,5.4
2024-02-21,5.51,5.57,5.46
2024-02-22,5.55,5.5,5.49
2024-02-23,5.56,5.54,5.51
2024-02-26,5.35,5.57,5.35
2024-02-27,5.46,5.33,5.31
2024-02-28,5.41,5.45,5.4
2024-02-29,5.43,5.44,5.39
2024-03-01,5.4,5.41,5.35
2024-03-04,5.36,5.37,5.34
2024-03-05,5.41,5.37,5.35
2024-03-06,5.38,5.41,5.38
2024-03-07,5.38,5.39,5.36
2024-03-08,5.38,5.38,5.34
2024-03-11,5.34,5.39,5.31
2024-03-12,5.26,5.33,5.25
2024-03-13,5.25,5.28,5.21
2024-03-14,5.27,5.25,5.24
2024-03-15,5.27,5.26,5.22
2024-03-18,5.29,5.27,5.26
2024-03-19,5.26,5.29,5.25
2024-03-20,5.29,5.25,5.24
2024-03-21,5.27,5.3,5.25
2024-03-22,5.24,5.26,5.18
2024-03-25,5.29,5.24,5.22
2024-03-26,5.29,5.28,5.25
2024-03-27,5.28,5.3,5.28
2024-03-28,5.31,5.28,5.24
2024-03-29,5.37,5.3,5.29
2024-04-01,5.4,5.39,5.34
2024-04-02,5.47,5.39,5.38
2024-04-03,5.58,5.49,5.48
2024-04-08,5.58,5.58,5.56
2024-04-09,5.61,5.6,5.56
2024-04-10,5.61,5.62,5.58
2024-04-11,5.61,5.62,5.54
2024-04-12,5.64,5.62,5.61
2024-04-15,5.74,5.66,5.63
2024-04-16,5.69,5.74,5.65
2024-04-17,5.81,5.68,5.67
2024-04-18,5.77,5.81,5.74
2024-04-19,5.8,5.76,5.75
2024-04-22,5.71,5.83,5.68
2024-04-23,5.61,5.71,5.59
2024-04-24,5.67,5.62,5.58
2024-04-25,5.71,5.68,5.64
2024-04-26,5.63,5.71,5.59
2024-04-29,5.6,5.64,5.57
2024-04-30,5.61,5.69,5.61
2024-05-06,5.65,5.68,5.58
2024-05-07,5.66,5.67,5.62
2024-05-08,5.66,5.66,5.64
2024-05-09,5.78,5.65,5.65
2024-05-10,5.78,5.8,5.74
2024-05-13,5.87,5.78,5.77
2024-05-14,5.81,5.88,5.81
2024-05-15,5.64,5.61,5.61
2024-05-16,5.55,5.66,5.54
2024-05-17,5.61,5.55,5.54
2024-05-20,5.73,5.61,5.61
2024-05-21,5.73,5.71,5.69
2024-05-22,5.67,5.74,5.65
2024-05-23,5.59,5.65,5.55
2024-05-24,5.62,5.56,5.55
2024-05-27,5.77,5.63,5.62
2024-05-28,5.76,5.78,5.72
2024-05-29,5.73,5.76,5.71
2024-05-30,5.71,5.75,5.69
2024-05-31,5.69,5.74,5.69
2024-06-03,5.75,5.68,5.65
2024-06-04,5.8,5.76,5.73
2024-06-05,5.76,5.81,5.73
2024-06-06,5.73,5.75,5.71
2024-06-07,5.86,5.76,5.71
2024-06-11,5.61,5.86,5.58
2024-06-12,5.69,5.61,5.56
2024-06-13,5.63,5.69,5.6
2024-06-14,5.59,5.59,5.57
2024-06-17,5.55,5.6,5.49
2024-06-18,5.68,5.58,5.54
2024-06-19,5.65,5.68,5.62
2024-06-20,5.67,5.64,5.62
2024-06-21,5.69,5.64,5.61
2024-06-24,5.62,5.68,5.6
2024-06-25,5.64,5.61,5.61
2024-06-26,5.63,5.64,5.55
2024-06-27,5.61,5.61,5.57
2024-06-28,5.78,5.62,5.61
2024-07-01,5.84,5.79,5.78
2024-07-02,5.98,5.88,5.86
2024-07-03,6.02,5.99,5.96
2024-07-04,6.0,6.0,5.93
2024-07-05,5.93,5.99,5.91
2024-07-08,5.93,5.93,5.89
2024-07-09,6.16,5.95,5.92
2024-07-10,6.0,6.18,5.97
2024-07-11,6.0,6.04,5.94
2024-07-12,6.0,6.0,5.96
2024-07-15,6.05,5.99,5.95
2024-07-16,5.99,6.05,5.95
2024-07-17,6.01,5.98,5.97
2024-07-18,6.09,6.02,5.95
2024-07-19,6.1,6.09,6.04
2024-07-22,6.03,6.09,5.99
2024-07-23,6.09,6.03,6.03
2024-07-24,6.21,6.08,6.03
2024-07-25,6.23,6.19,6.16
2024-07-26,6.14,6.22,6.07
2024-07-29,6.17,6.1,6.05
2024-07-30,6.15,6.17,6.09
2024-07-31,6.04,6.17,5.98
2024-08-01,6.2,6.0,6.0
2024-08-02,6.17,6.19,6.1
2024-08-05,6.1,6.15,6.09
2024-08-06,6.03,6.08,5.94
2024-08-07,6.04,6.03,6.01
2024-08-08,6.06,6.04,6.01
","date,5日,20日,60日
2022-12-05,5.509875571539244,5.478190621309464,5.338812186034463
2022-12-06,5.560005879622791,5.51349814622507,5.359683061271151
2022-12-07,5.578270887441151,5.541554334407161,5.379263887222467
2022-12-08,5.589089660285764,5.566143228156528,5.398574104556062
2022-12-09,5.576042101649344,5.580023311057815,5.414761364304019
2022-12-12,5.511304178455789,5.5695293933479135,5.422303591759079
2022-12-13,5.489467676278595,5.562477766885241,5.43031481551394
2022-12-14,5.488616329919654,5.558347535236832,5.438758777851871
2022-12-15,5.440921440639934,5.53594128603288,5.4399876846133175
2022-12-16,5.457604123247318,5.529818930588833,5.445883674972254
2022-12-19,5.3409770900620295,5.477489637636873,5.4342535832523815
2022-12-20,5.2654217019098395,5.423842604880225,5.419553472040757
2022-12-21,5.246238135069504,5.382394209589421,5.406748635405661
2022-12-22,5.209981286870205,5.335632470382208,5.390015557513371
2022-12-23,5.193621860880278,5.29512777520558,5.373424000268836
2022-12-26,5.171339231139395,5.254773728000641,5.3550721086002735
2022-12-27,5.237103029066629,5.248448258676505,5.347456726392398
2022-12-28,5.254975042060069,5.238938170021357,5.3384726240554095
2022-12-29,5.270135447183719,5.2346013425227955,5.331067677968875
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2023-01-12,5.201112766805968,5.248094504076534,5.305958777145804
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2024-05-24,5.6118233927800425,5.655035911867857,5.748449367257765
2024-05-27,5.716731387045339,5.681082574845353,5.757540293000973
2024-05-28,5.755975779383146,5.6998186407698785,5.764890793320031
2024-05-29,5.749072196122151,5.707272593977564,5.7687081833004985
2024-05-30,5.728837838117248,5.7080295031474995,5.7701723825517
2024-05-31,5.704016682703668,5.703299111632386,5.769437517984728
2024-06-03,5.7348635652871955,5.714853417677556,5.774262982850511
2024-06-04,5.783286468633875,5.737139944540978,5.783341075741818
2024-06-05,5.774611645093314,5.744792583346561,5.787831356649473
2024-06-06,5.747393499500631,5.742999352201423,5.788980838418104
2024-06-07,5.825908203657251,5.774978930228149,5.802234483698107
2024-06-11,5.682954450970939,5.735983525667005,5.790645668648436
2024-06-12,5.676147889510172,5.72452700909861,5.787226668544419
2024-06-13,5.63418116399458,5.699456061537834,5.778135733848732
2024-06-14,5.591040534855869,5.66853906203401,5.765650276126319
2024-06-17,5.548327781277539,5.632992975942256,5.750000371339228
2024-06-18,5.62613667578268,5.637925674820108,5.747582386206915
2024-06-19,5.642589060930383,5.6345629913173125,5.742324996212714
2024-06-20,5.664278193047574,5.637359368566831,5.739175675000202
2024-06-21,5.687292949530985,5.645183947708241,5.738004380877629
2024-06-24,5.6466858078668,5.633738508980886,5.730122568417623
2024-06-25,5.641952332817497,5.629860089247807,5.724534440678142
2024-06-26,5.633077055006959,5.624422292517074,5.71824431364424
2024-06-27,5.615531979699266,5.615124456358789,5.710352474851901
2024-06-28,5.728280429112962,5.65197037176609,5.719052111899128
2024-07-01,5.818985494184514,5.6979652552090325,5.732806354219181
2024-07-02,5.952273225018199,5.771965133492949,5.758897485036491
2024-07-03,6.0305748071571825,5.842631307778521,5.787001407202558
2024-07-04,6.040040275529954,5.894638142541551,5.811262041405692
2024-07-05,5.984802504485356,5.918112947509789,5.8271536431833875
2024-07-08,5.953795695569934,5.93623993367714,5.841867352862087
2024-07-09,6.098977763094197,6.009593290931821,5.87736128530678
2024-07-10,6.046169414905627,6.026817670824281,5.895164612923506
2024-07-11,6.0177894258545255,6.039430437419181,5.911631144824116
2024-07-12,6.003346376455385,6.048272216861102,5.926839276887823
2024-07-15,6.031838530261958,6.067022425353297,5.945621925598844
2024-07-16,6.001893573651406,6.065362385087132,5.95727224738659
2024-07-17,6.002697662940324,6.067783434788408,5.969857845785353
2024-07-18,6.060081977386014,6.089187160321553,5.9890247704795865
2024-07-19,6.091942944526087,6.107988294020376,6.007680156749875
2024-07-22,6.054575893408698,6.103881302106779,6.018234962144249
2024-07-23,6.078807705934025,6.114782556181637,6.03357866035312
2024-07-24,6.173201019034552,6.153591228766777,6.059108600142324
2024-07-25,6.226014250426314,6.189250069476508,6.084641570158024
2024-07-26,6.1807405364907115,6.193681809031198,6.099696145972417
2024-07-29,6.177743855830656,6.203657006978127,6.116360113021668
2024-07-30,6.160356403874084,6.205250731902811,6.129765714309522
2024-07-31,6.074310788563793,6.176695806746833,6.131553002003082
2024-08-01,6.150440847763827,6.193647393304448,6.148168007656798
2024-08-02,6.164498837849724,6.198673638135418,6.1605712079119375
2024-08-05,6.120798260477699,6.1835755441489475,6.165223179465136
2024-08-06,6.052395358715414,6.152101433088601,6.162623829556858
2024-08-07,6.031726025786408,6.128160847310168,6.160859664062531
2024-08-08,6.0404947615752835,6.1131822679429115,6.160835757025669
"
1567,CN,technical,2024年01月29日-2024年04月30日，宁德时代的10、20、30日三指数移动平均线处于多头排列的天数占比多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,34.8684,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2023-05-09,225.83,230.38,224.05
2023-05-10,232.52,225.8,221.21
2023-05-11,240.4,232.55,231.2
2023-05-12,237.98,241.99,237.98
2023-05-15,238.29,241.01,235.1
2023-05-16,239.0,238.4,236.77
2023-05-17,240.0,239.0,236.06
2023-05-18,232.4,241.3,231.04
2023-05-19,230.0,231.75,230.0
2023-05-22,230.3,229.0,227.0
2023-05-23,225.42,230.88,225.15
2023-05-24,225.25,224.8,223.72
2023-05-25,224.09,224.85,222.49
2023-05-26,220.0,224.2,217.5
2023-05-29,217.06,222.2,215.6
2023-05-30,224.99,217.0,216.01
2023-05-31,221.17,225.05,220.16
2023-06-01,222.9,222.64,221.51
2023-06-02,228.44,224.9,224.0
2023-06-05,219.8,225.9,216.39
2023-06-06,219.28,218.01,216.98
2023-06-07,207.3,216.38,204.45
2023-06-08,208.01,212.75,207.0
2023-06-09,212.04,208.55,208.55
2023-06-12,211.95,211.95,208.9
2023-06-13,213.1,211.01,210.68
2023-06-14,213.4,217.15,213.0
2023-06-15,230.88,214.99,214.89
2023-06-16,231.1,232.0,228.3
2023-06-19,227.88,232.99,226.0
2023-06-20,228.0,227.87,225.77
2023-06-21,224.91,228.81,224.9
2023-06-26,225.17,219.91,219.68
2023-06-27,223.47,223.98,221.18
2023-06-28,224.5,222.22,222.0
2023-06-29,222.5,223.51,222.5
2023-06-30,228.79,223.99,220.35
2023-07-03,229.88,231.95,228.55
2023-07-04,229.25,228.5,227.68
2023-07-05,227.51,229.26,225.5
2023-07-06,224.85,227.0,223.97
2023-07-07,222.25,224.8,221.6
2023-07-10,228.8,223.0,223.0
2023-07-11,229.09,229.65,226.58
2023-07-12,226.99,228.5,226.5
2023-07-13,230.0,228.21,228.21
2023-07-14,228.28,230.15,226.55
2023-07-17,225.65,227.01,223.6
2023-07-18,225.5,227.8,224.5
2023-07-19,219.5,224.0,218.58
2023-07-20,221.05,219.0,219.0
2023-07-21,221.59,220.85,219.76
2023-07-24,218.98,217.15,214.14
2023-07-25,226.35,224.9,221.02
2023-07-26,226.66,225.12,223.66
2023-07-27,226.98,231.0,226.88
2023-07-28,230.05,226.98,225.05
2023-07-31,237.75,234.0,233.1
2023-08-01,235.5,237.4,234.5
2023-08-02,236.5,237.0,235.5
2023-08-03,239.14,236.0,235.53
2023-08-04,245.51,245.0,241.11
2023-08-07,246.49,244.5,243.31
2023-08-08,247.14,245.98,244.88
2023-08-09,247.0,245.5,243.14
2023-08-10,246.5,247.9,244.12
2023-08-11,241.5,248.95,241.5
2023-08-14,232.9,239.2,230.21
2023-08-15,231.3,232.88,229.4
2023-08-16,232.6,231.52,230.11
2023-08-17,235.25,234.99,228.88
2023-08-18,235.87,235.29,234.42
2023-08-21,232.96,233.99,232.2
2023-08-22,230.75,234.8,227.51
2023-08-23,227.5,230.7,227.0
2023-08-24,228.95,228.88,226.5
2023-08-25,228.34,227.93,225.81
2023-08-28,230.5,241.5,229.5
2023-08-29,238.5,231.2,230.92
2023-08-30,237.5,239.4,237.5
2023-08-31,236.55,237.1,236.13
2023-09-01,236.4,236.6,234.6
2023-09-04,237.65,238.21,233.4
2023-09-05,236.82,237.0,236.16
2023-09-06,234.42,236.05,232.8
2023-09-07,226.51,233.0,226.51
2023-09-08,222.94,225.0,220.5
2023-09-11,221.53,222.9,219.68
2023-09-12,217.93,222.0,217.54
2023-09-13,216.6,217.0,215.03
2023-09-14,214.93,213.68,213.03
2023-09-15,207.76,212.0,206.6
2023-09-18,213.06,206.0,206.0
2023-09-19,212.32,213.06,210.6
2023-09-20,209.9,213.0,208.68
2023-09-21,206.73,210.01,206.67
2023-09-22,210.93,205.5,205.5
2023-09-25,209.28,213.02,208.71
2023-09-26,204.5,206.67,203.5
2023-09-27,203.66,206.3,202.45
2023-09-28,203.03,204.0,202.58
2023-10-09,195.5,201.0,193.0
2023-10-10,194.72,197.88,194.72
2023-10-11,194.77,197.87,194.1
2023-10-12,195.94,195.01,194.0
2023-10-13,190.6,193.85,189.6
2023-10-16,184.76,190.34,183.91
2023-10-17,185.44,185.51,184.57
2023-10-18,186.3,185.1,183.6
2023-10-19,182.7,184.41,182.28
2023-10-20,181.0,179.0,179.0
2023-10-23,177.26,180.3,175.8
2023-10-24,176.42,178.0,175.3
2023-10-25,175.98,178.2,175.68
2023-10-26,178.07,174.0,168.81
2023-10-27,184.72,177.85,176.02
2023-10-30,188.02,187.0,184.8
2023-10-31,185.6,186.68,184.6
2023-11-01,187.54,185.79,184.5
2023-11-02,185.57,188.5,185.57
2023-11-03,187.44,186.0,184.6
2023-11-06,197.08,188.57,188.45
2023-11-07,191.24,195.99,190.12
2023-11-08,191.84,190.18,190.0
2023-11-09,191.45,190.63,190.53
2023-11-10,189.03,189.0,188.05
2023-11-13,187.85,192.0,187.02
2023-11-14,183.68,187.85,183.0
2023-11-15,184.48,186.89,183.58
2023-11-16,181.15,185.48,180.1
2023-11-17,180.73,179.85,179.49
2023-11-20,180.3,180.74,179.01
2023-11-21,180.61,182.0,180.01
2023-11-22,177.0,179.55,177.0
2023-11-23,177.7,176.01,174.89
2023-11-24,175.0,177.03,174.5
2023-11-27,170.7,174.29,170.6
2023-11-28,171.92,170.03,168.87
2023-11-29,166.85,171.0,166.37
2023-11-30,167.0,165.22,164.49
2023-12-01,165.5,167.29,164.43
2023-12-04,161.65,163.5,161.24
2023-12-05,158.81,160.15,158.65
2023-12-06,162.88,158.65,158.22
2023-12-07,164.49,162.0,161.6
2023-12-08,163.59,165.0,163.12
2023-12-11,165.35,162.01,160.16
2023-12-12,163.63,164.0,162.98
2023-12-13,159.35,162.55,158.71
2023-12-14,156.63,160.88,156.44
2023-12-15,155.0,157.2,154.6
2023-12-18,146.97,153.11,146.28
2023-12-19,149.0,146.31,146.27
2023-12-20,148.45,149.2,148.32
2023-12-21,154.39,147.57,147.57
2023-12-22,156.29,153.5,152.2
2023-12-25,157.54,155.5,154.8
2023-12-26,156.13,156.97,154.74
2023-12-27,154.33,157.53,153.87
2023-12-28,162.99,154.22,153.57
2023-12-29,163.26,163.98,162.0
2024-01-02,156.83,162.22,156.62
2024-01-03,155.8,156.1,154.4
2024-01-04,151.2,155.5,149.77
2024-01-05,150.9,150.99,149.49
2024-01-08,150.0,150.2,149.08
2024-01-09,148.7,149.96,145.75
2024-01-10,150.66,146.94,146.55
2024-01-11,154.82,150.66,148.51
2024-01-12,154.63,154.0,152.2
2024-01-15,151.7,153.5,149.35
2024-01-16,156.95,151.66,150.56
2024-01-17,152.24,156.86,151.75
2024-01-18,154.61,150.1,150.01
2024-01-19,154.9,153.8,153.4
2024-01-22,155.66,153.5,150.65
2024-01-23,153.91,155.0,153.19
2024-01-24,153.48,154.5,149.51
2024-01-25,155.0,152.0,149.71
2024-01-26,150.0,152.5,150.0
2024-01-29,147.02,149.44,147.02
2024-01-30,140.75,145.5,140.4
2024-01-31,151.59,145.0,144.0
2024-02-01,149.02,151.58,148.58
2024-02-02,146.0,148.0,143.37
2024-02-05,151.94,142.61,142.3
2024-02-06,158.33,151.19,150.82
2024-02-07,159.6,158.0,156.0
2024-02-08,162.84,159.5,158.88
2024-02-19,160.09,164.96,159.09
2024-02-20,158.33,161.88,156.07
2024-02-21,161.2,157.38,156.34
2024-02-22,160.35,161.33,158.88
2024-02-23,160.5,161.97,159.06
2024-02-26,156.0,159.23,154.7
2024-02-27,157.83,155.08,154.54
2024-02-28,157.01,158.18,157.01
2024-02-29,163.51,156.1,155.66
2024-03-01,164.55,163.53,162.4
2024-03-04,163.9,165.0,162.77
2024-03-05,164.65,162.1,160.0
2024-03-06,163.64,162.58,161.7
2024-03-07,160.15,163.0,159.48
2024-03-08,158.0,159.13,156.65
2024-03-11,180.85,165.0,164.1
2024-03-12,185.84,183.34,180.0
2024-03-13,185.18,187.0,183.3
2024-03-14,183.81,184.89,182.96
2024-03-15,181.0,183.63,176.85
2024-03-18,190.96,190.04,188.95
2024-03-19,187.25,190.49,186.6
2024-03-20,189.48,185.51,185.51
2024-03-21,189.08,189.51,189.08
2024-03-22,186.51,189.09,184.99
2024-03-25,184.8,185.57,184.48
2024-03-26,191.8,185.7,185.69
2024-03-27,188.0,191.74,188.0
2024-03-28,188.78,188.07,186.6
2024-03-29,190.16,190.3,189.38
2024-04-01,197.84,194.0,193.4
2024-04-02,199.7,198.1,196.5
2024-04-03,197.65,198.94,194.6
2024-04-08,194.6,197.65,194.6
2024-04-09,196.0,194.0,193.71
2024-04-10,192.74,194.11,191.53
2024-04-11,192.6,190.81,187.0
2024-04-12,188.39,191.0,188.01
2024-04-15,197.14,193.85,191.86
2024-04-16,197.15,199.0,194.92
2024-04-17,195.99,195.35,193.02
2024-04-18,195.56,193.97,191.39
2024-04-19,190.8,193.06,189.51
2024-04-22,190.6,192.8,190.57
2024-04-23,189.93,191.13,187.88
2024-04-24,189.6,192.0,186.4
2024-04-25,193.2,188.57,187.89
2024-04-26,198.48,192.01,192.01
2024-04-29,209.63,200.57,200.0
2024-04-30,202.6,205.76,202.0
","date,10日,20日,30日
2023-09-11,224.13044035110036,227.56553615214398,230.32767153678427
2023-09-12,220.2682127603891,224.49702513995294,227.84850300705463
2023-09-13,217.2686442486597,221.6840152435865,225.44818949488348
2023-09-14,214.72927052426996,219.00545307068765,223.0611941364365
2023-09-15,210.03132068252907,215.02212834336717,219.69417183178803
2023-09-18,209.56207829881447,213.2192831806863,217.73736500748197
2023-09-19,209.2009224868663,211.6456601891327,215.9252887950876
2023-09-20,208.1248469191774,209.82789559475557,213.93890798449823
2023-09-21,206.21152829255794,207.61950169746854,211.66756545591736
2023-09-22,207.0666263033441,207.00805829770022,210.48727009179697
2023-09-25,207.10684178144123,206.18806934544776,209.20381525947812
2023-09-26,205.1508220258487,204.38332484773363,207.26398444543142
2023-09-27,203.63344707121922,202.79542678305637,205.46655617161102
2023-09-28,202.51049734429043,201.44240510464442,203.83474394188715
2023-10-09,198.528850532886,198.49350296069525,201.09909555029282
2023-10-10,195.70698587871482,195.99404134899615,198.6249508984573
2023-10-11,194.06776705886142,194.08544176302536,196.53459163811036
2023-10-12,193.73430035008965,192.95544800824536,194.9866187721978
2023-10-13,191.3158757332754,190.77482390449646,192.73495912718923
2023-10-16,187.2704307819168,187.6057228688473,189.77906848306083
2023-10-17,185.1113046466506,185.32507651255838,187.39310347700874
2023-10-18,184.31615643133142,183.82468094708256,185.5424724678473
2023-10-19,182.40702462860986,181.80767552090705,183.35396712448028
2023-10-20,180.60150594149357,179.86128070285946,181.21633818768944
2023-10-23,177.94165373180022,177.44533584621814,178.7556187160383
2023-10-24,176.02728648717905,175.39989056680224,176.54056256980343
2023-10-25,174.7981385122922,173.76419613088024,174.61555503996527
2023-10-26,175.16446830196202,173.1205599341716,173.4048784807426
2023-10-27,178.63479004380636,174.46832651531784,173.64656336858704
2023-10-30,182.6037102009257,176.56608468787275,174.54935030085764
2023-10-31,184.23286613933868,177.77626189932653,174.98841835196316
2023-11-01,186.20782738698747,179.37415860875146,175.8071361172192
2023-11-02,186.60868942096948,180.26085902666262,176.24421165042696
2023-11-03,187.67133369531754,181.54858271049167,177.03889501887176
2023-11-06,192.67971940305418,185.16852830662654,179.55091782051036
2023-11-07,193.2778534260562,186.66448888055703,180.75177362460693
2023-11-08,193.79986434443887,188.0746902628458,181.9656598486854
2023-11-09,193.8274305411422,189.14720809651203,183.00601279554544
2023-11-10,192.61535186538046,189.4078305264943,183.52137440779003
2023-11-13,191.15832743412528,189.32011475201097,183.79819238641508
2023-11-14,188.2190511311931,188.16979539911597,183.32122454315333
2023-11-15,186.58127898125713,187.4407025940848,183.08432948515767
2023-11-16,183.98821597112342,185.98880589887256,182.3078478125676
2023-11-17,182.10681527828692,184.70429558635388,181.58646757160454
2023-11-20,180.7297645384572,183.55976079137764,180.9117553995601
2023-11-21,180.0436010151977,182.72622094296275,180.41219313933195
2023-11-22,178.05308207605236,181.13360755768895,179.35493485744632
2023-11-23,177.15006159081508,180.04169199221272,178.591502099957
2023-11-24,175.44789479187392,178.4824019405587,177.4693422356025
2023-11-27,172.49470660123626,176.12989427050204,175.74385716445656
2023-11-28,171.22480735331618,174.56729190347357,174.49326932266126
2023-11-29,168.25312560590237,172.02692215677357,172.51973265886346
2023-11-30,166.5190175893086,170.04734772654044,170.86235666007278
2023-12-01,164.88355392957308,168.10679671271686,169.18517835391245
2023-12-04,162.25474473207834,165.59460951259743,167.06679080924758
2023-12-05,159.4286214940322,162.88351147145897,164.74819446063339
2023-12-06,159.61483438528674,161.81051747819757,163.51085762747377
2023-12-07,160.69639939359055,161.4446974517835,162.7758967929045
2023-12-08,161.20196061317654,161.00460274501341,162.0255604124448
2023-12-11,162.48699024121305,161.1899281328637,161.74360579424294
2023-12-12,162.68356991506346,160.97958352961172,161.23944278415888
2023-12-13,160.96478383527844,159.77603130182257,160.07527259135836
2023-12-14,158.66958849942478,158.16272407766644,158.6162202941854
2023-12-15,156.50240488655342,156.49912306150034,157.09780487432096
2023-12-18,151.5484553879232,153.1378837488141,154.36838231307678
2023-12-19,149.3226187127486,151.00424926627286,152.40639535997556
2023-12-20,147.7930482681656,149.21502308453222,150.65164291526347
2023-12-21,149.66952130031248,149.3950889586608,150.25718388641866
2023-12-22,151.966774687384,150.13692979804634,150.3205895167918
2023-12-25,154.1918667584079,151.16107974122372,150.66452094532949
2023-12-26,155.1094823352885,151.71566593517204,150.76844659814012
2023-12-27,154.93786453137946,151.77507391670105,150.58851652373798
2023-12-28,158.75506236564243,154.13554136978183,152.05455837519602
2023-12-29,161.40975918752946,156.1923388374926,153.43565383122234
2024-01-02,160.2006797938935,156.2470398423235,153.52165637827662
2024-01-03,158.84247561452824,156.05475829723804,153.44960947701784
2024-01-04,155.79823079736698,154.73204451679888,152.59000807359814
2024-01-05,153.6121549715342,153.6008078331912,151.8203073543389
2024-01-08,151.77280547981348,152.4746145360248,151.0207734231436
2024-01-09,150.0136555333735,151.2520361065233,150.12280928437593
2024-01-10,149.8050222045367,150.79943139452777,149.73021248563182
2024-01-11,151.63480202576844,151.549062832975,150.17863367273276
2024-01-12,152.8357992105847,152.1505949553383,150.57238535041046
2024-01-15,152.34268324057757,151.91374466224556,150.41865056085416
2024-01-16,154.40518822979635,153.10877016272354,151.26715177986475
2024-01-17,153.65569892501657,152.88764404768338,151.18423110517384
2024-01-18,154.2146028040305,153.33903933205258,151.56758941896453
2024-01-19,154.70957652420722,153.7990322491592,151.98006733179608
2024-01-22,155.3653927315918,154.38391454932543,152.50093016710014
2024-01-23,154.98490266644825,154.41584713986768,152.65909236340178
2024-01-24,154.50802669112608,154.33476548499385,152.7372114471721
2024-01-25,154.85823416515626,154.6661179557395,153.09752248297733
2024-01-26,152.81530406914072,153.64243722714187,152.52095354192943
2024-01-29,150.10062353737857,152.0346204916159,151.49013886086647
2024-01-30,145.48834111660534,149.10155582542677,149.46637830898146
2024-01-31,147.40247962354644,149.53249237489462,149.67919494102858
2024-02-01,147.62904559292934,149.2438374518992,149.41890307246754
2024-02-02,146.49241517082345,148.2471848993374,148.66198502349272
2024-02-05,148.49458237321213,148.99659397964638,149.09545168906723
2024-02-06,152.7833276475721,151.29072430442884,150.65161564767274
2024-02-07,156.2251866270115,153.51142222069808,152.25831490167917
2024-02-08,159.92521446923965,156.16971985881204,154.26155384437988
2024-02-19,161.03484423146827,157.61909410751522,155.52034449642923
2024-02-20,160.83140411646934,158.32499458410706,156.302516653336
2024-02-21,161.85220132672148,159.61828961074102,157.50421880590872
2024-02-22,162.01824190519676,160.42332799938424,158.3957587399432
2024-02-23,162.06983903745862,161.08387573219196,159.19442160928168
2024-02-26,159.95473951162018,160.4178365219938,159.06646375137922
2024-02-27,159.28430697687793,160.3095602660505,159.2746587037459
2024-02-28,158.415736166196,159.97430990552976,159.29652007271412
2024-02-29,160.74520105915755,161.35460961762982,160.48249662501178
2024-03-01,162.7368361188353,162.72168509251043,161.69575314711906
2024-03-04,163.70702692281284,163.6338800646482,162.6235914501883
2024-03-05,164.6109283120274,164.53270991182603,163.55311603060272
2024-03-06,164.6693113158119,164.96146342649894,164.16302968621773
2024-03-07,163.04361481400377,164.36102666997795,164.04209092520279
2024-03-08,160.92173342573474,163.26861699380015,163.5245020981386
2024-03-11,169.81536337586033,168.2645150048812,167.19444531581215
2024-03-12,177.94701269823872,173.60316589105705,171.28691022430112
2024-03-13,182.87951002917495,177.73193177928565,174.71540039975304
2024-03-14,185.26510460099513,180.66486725991484,177.42552309946694
2024-03-15,185.26838368180492,182.2317070189986,179.23938208760148
2024-03-18,189.47177137585686,185.98629125563625,182.5802980889886
2024-03-19,190.30341754889955,187.97807095298538,184.77393756441208
2024-03-20,191.5607753182756,190.058972676986,187.03555279273093
2024-03-21,191.93403395161366,191.52704461937847,188.8761986408255
2024-03-22,190.7570457455439,191.92868952285352,189.95200270028133
2024-03-25,188.97301345233032,191.68315153319247,190.51310605650878
2024-03-26,190.77732713873053,193.17411222502076,192.20354937801733
2024-03-27,190.12122400650293,193.28921554024407,192.92352665930466
2024-03-28,189.90227662972745,193.46887734236444,193.62416802100608
2024-03-29,190.27445339148898,193.86322173357752,194.41742509175737
2024-04-01,193.90697678397706,196.07249937480594,196.43475069361128
2024-04-02,197.0692703988539,198.25739710495841,198.4668902152819
2024-04-03,198.1078692500977,199.40307910773555,199.80043149919535
2024-04-08,197.2590797441417,199.43676604954862,200.33971087280938
2024-04-09,197.18142534888338,199.71829681278336,200.99123707015272
2024-04-10,195.54013008417195,199.0000276771417,200.8972627660398
2024-04-11,194.29566052659897,198.28032066094693,200.7186946255375
2024-04-12,191.51377483451822,196.51378996132973,199.7311399328989
2024-04-15,193.60829198206847,197.2640616891849,200.3897746038624
2024-04-16,195.02189804405776,197.8152416589952,200.90709009283108
2024-04-17,195.4238454517146,197.9011424176431,201.08948447930294
2024-04-18,195.46914686244372,197.79837976761502,201.11264892900806
2024-04-19,193.31981035408617,196.4225540171831,200.21339161833828
2024-04-22,191.78823005092954,195.1954740435887,199.33717630544862
2024-04-23,190.49133175254434,193.97886101360172,198.4003341765678
2024-04-24,189.52801176375357,192.8686169020007,197.47642500425957
2024-04-25,190.5805291996692,192.87352591493604,197.28071233905638
2024-04-26,193.7347515390014,194.23198730308167,198.03004927345964
2024-04-29,200.9088349383757,198.21902259853104,200.6717386076472
2024-04-30,202.4609005758688,199.62996199933434,201.67014129037966
"
1568,CN,technical,在2020年06月02日至2020年07月08日，中航机载5、10、20日三指数移动平均线多头排列的天数占总天数的百分比？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,35.2273,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2019-12-02,13.57,13.69,13.49
2019-12-03,13.61,13.46,13.46
2019-12-04,13.68,13.61,13.55
2019-12-05,13.84,14.02,13.8
2019-12-06,13.85,13.98,13.81
2019-12-09,13.71,13.82,13.69
2019-12-10,13.62,13.71,13.51
2019-12-11,13.51,13.62,13.46
2019-12-12,13.46,13.52,13.35
2019-12-13,13.59,13.52,13.5
2019-12-16,13.89,13.68,13.59
2019-12-17,13.96,13.89,13.82
2019-12-18,14.48,14.08,14.08
2019-12-19,14.51,14.52,14.37
2019-12-20,14.21,14.47,14.2
2019-12-23,13.94,14.16,13.93
2019-12-24,14.11,13.94,13.91
2019-12-25,14.14,14.16,13.94
2019-12-26,14.22,14.12,14.02
2019-12-27,14.13,14.22,14.11
2019-12-30,14.28,14.07,13.96
2019-12-31,14.24,14.29,14.1
2020-01-02,14.51,14.3,14.29
2020-01-03,15.11,14.53,14.47
2020-01-06,15.7,15.4,15.22
2020-01-07,15.58,15.5,15.44
2020-01-08,15.71,15.75,15.55
2020-01-09,15.32,15.21,15.14
2020-01-10,15.18,15.22,15.04
2020-01-13,15.27,15.18,15.07
2020-01-14,15.02,15.3,15.02
2020-01-15,14.82,15.0,14.66
2020-01-16,14.87,14.82,14.81
2020-01-17,14.89,14.85,14.82
2020-01-20,15.1,14.96,14.83
2020-01-21,14.87,15.0,14.87
2020-01-22,14.65,14.82,14.39
2020-01-23,14.35,14.43,14.28
2020-02-03,12.92,12.92,12.92
2020-02-04,12.81,12.3,12.3
2020-02-05,13.07,12.81,12.74
2020-02-06,13.24,13.0,12.93
2020-02-07,13.68,13.39,13.11
2020-02-10,13.65,13.52,13.48
2020-02-11,13.46,13.61,13.45
2020-02-12,13.64,13.39,13.32
2020-02-13,13.35,13.68,13.34
2020-02-14,13.43,13.37,13.31
2020-02-17,14.77,13.6,13.6
2020-02-18,15.37,15.8,15.13
2020-02-19,14.76,15.08,14.7
2020-02-20,14.65,14.76,14.33
2020-02-21,14.85,14.53,14.53
2020-02-24,14.71,14.71,14.51
2020-02-25,14.53,14.4,13.99
2020-02-26,14.68,14.28,14.15
2020-02-27,14.88,14.68,14.35
2020-02-28,14.13,14.5,13.91
2020-03-02,14.49,14.14,14.07
2020-03-03,14.78,14.59,14.49
2020-03-04,14.65,14.7,14.4
2020-03-05,14.69,14.76,14.53
2020-03-06,14.48,14.44,14.39
2020-03-09,13.75,14.3,13.71
2020-03-10,14.14,13.6,13.49
2020-03-11,14.13,14.07,14.07
2020-03-12,13.67,13.9,13.6
2020-03-13,13.57,13.0,12.95
2020-03-16,12.92,13.61,12.88
2020-03-17,13.03,13.1,12.12
2020-03-18,12.6,13.11,12.6
2020-03-19,12.72,12.75,12.4
2020-03-20,13.02,12.85,12.75
2020-03-23,12.6,12.7,12.51
2020-03-24,12.78,12.86,12.33
2020-03-25,13.18,13.04,12.89
2020-03-26,12.97,13.06,12.91
2020-03-27,12.94,13.1,12.93
2020-03-30,12.88,12.9,12.57
2020-03-31,12.92,12.95,12.83
2020-04-01,12.76,12.94,12.73
2020-04-02,13.07,12.73,12.7
2020-04-03,13.06,13.08,12.97
2020-04-07,13.38,13.33,13.25
2020-04-08,13.49,13.38,13.23
2020-04-09,13.45,13.49,13.41
2020-04-10,13.18,13.42,13.14
2020-04-13,13.2,13.08,12.95
2020-04-14,13.42,13.28,13.18
2020-04-15,13.26,13.51,13.2
2020-04-16,13.37,13.17,13.15
2020-04-17,13.37,13.43,13.35
2020-04-20,13.57,13.38,13.3
2020-04-21,13.49,13.56,13.4
2020-04-22,13.5,13.43,13.33
2020-04-23,13.62,13.55,13.43
2020-04-24,13.63,13.74,13.39
2020-04-27,13.63,13.67,13.6
2020-04-28,13.41,13.64,13.02
2020-04-29,13.76,13.41,13.39
2020-04-30,13.85,13.76,13.72
2020-05-06,13.95,13.72,13.68
2020-05-07,14.05,13.95,13.8
2020-05-08,14.02,14.08,13.92
2020-05-11,14.02,14.03,13.9
2020-05-12,13.96,14.06,13.89
2020-05-13,13.87,13.96,13.78
2020-05-14,13.79,13.8,13.7
2020-05-15,13.81,13.8,13.79
2020-05-18,14.07,13.81,13.77
2020-05-19,14.07,14.12,13.94
2020-05-20,13.68,14.07,13.63
2020-05-21,13.32,13.7,13.31
2020-05-22,13.28,13.3,13.03
2020-05-25,13.16,13.28,13.09
2020-05-26,13.32,13.24,13.18
2020-05-27,13.16,13.34,13.1
2020-05-28,13.23,13.2,13.08
2020-05-29,13.25,13.16,13.1
2020-06-01,13.48,13.26,13.25
2020-06-02,13.51,13.45,13.4
2020-06-03,13.39,13.57,13.38
2020-06-04,13.19,13.4,13.17
2020-06-05,13.22,13.22,13.12
2020-06-08,13.3,13.29,13.21
2020-06-09,13.35,13.34,13.19
2020-06-10,13.42,13.34,13.26
2020-06-11,13.25,13.42,13.19
2020-06-12,13.37,13.08,13.04
2020-06-15,13.16,13.2,13.12
2020-06-16,13.19,13.22,13.07
2020-06-17,13.38,13.29,13.29
2020-06-18,13.3,13.33,13.16
2020-06-19,13.35,13.28,13.23
2020-06-22,13.47,13.4,13.38
2020-06-23,13.45,13.54,13.34
2020-06-24,13.29,13.44,13.28
2020-06-29,13.36,13.27,13.21
2020-06-30,13.32,13.4,13.28
2020-07-01,13.29,13.32,13.17
2020-07-02,13.43,13.21,13.18
2020-07-03,13.6,13.46,13.41
2020-07-06,14.55,13.88,13.78
2020-07-07,14.9,14.71,14.46
2020-07-08,16.25,14.78,14.51
","date,5日,10日,20日
2020-02-28,14.328268523291186,14.623129497335643,14.647887750436011
2020-03-02,14.383249973336572,14.577907779924788,14.640005574401137
2020-03-03,14.62535777933415,14.675974750232207,14.70666305171903
2020-03-04,14.645498860379877,14.67991240933684,14.725347633376172
2020-03-05,14.68074289596952,14.697331409089378,14.748740299076605
2020-03-06,14.546111838642645,14.610985301470233,14.711150582416039
2020-03-09,13.973232811660715,14.221050540806843,14.488931107398772
2020-03-10,14.009647733566645,14.13893538934049,14.406881898516508
2020-03-11,14.041610781553862,14.085651469699831,14.336699271377917
2020-03-12,13.74798245514056,13.848666341134795,14.159945257781416
2020-03-13,13.565194307784608,13.653381259811379,13.98999194016073
2020-03-16,13.049852240286647,13.23997848787501,13.683843289545242
2020-03-17,12.931069834679905,13.028309072200686,13.464520742613763
2020-03-18,12.612764625358242,12.710937775501304,13.177462983534943
2020-03-19,12.592947912709695,12.573950323239076,12.978748827431588
2020-03-20,12.829193312995034,12.640448043381939,12.900049283468347
2020-03-23,12.658238186927733,12.515378048122624,12.733246178634426
2020-03-24,12.72212911585014,12.531564424416203,12.65024366113446
2020-03-25,13.0426645937211,12.740392243096467,12.693181633145834
2020-03-26,13.03567205132429,12.798137001362166,12.68070086021588
2020-03-27,13.003236974976064,12.832243112736847,12.669077735917526
2020-03-30,12.9404414648445,12.834894057015436,12.65007452819526
2020-03-31,12.937506830113296,12.860356812860148,12.650696001240984
2020-04-01,12.822050810797203,12.80948093343125,12.615214834154852
2020-04-02,12.990149245100975,12.919562897302011,12.671849402744638
2020-04-03,13.056825358802207,12.991397120209609,12.720510888253989
2020-04-07,13.305911223631922,13.184819209397364,12.847656816638287
2020-04-08,13.482395819261193,13.362059509326881,12.983838173167227
2020-04-09,13.514858261473059,13.457502006675103,13.087576434578784
2020-04-10,13.321606904266584,13.392266860276093,13.104281974839296
2020-04-13,13.240408961905743,13.351070135972025,13.12450396065911
2020-04-14,13.357892647448047,13.417923200277041,13.199263348460628
2020-04-15,13.295716132137807,13.385444900821287,13.219747249585081
2020-04-16,13.343622500835465,13.40881285181537,13.265497564511493
2020-04-17,13.363813906212535,13.420333117946983,13.303158178264045
2020-04-20,13.51152851712974,13.514516060202137,13.38579876927356
2020-04-21,13.515711826223637,13.53688813927987,13.432279992436529
2020-04-22,13.517923083300218,13.551431228467598,13.472150167908605
2020-04-23,13.598312921896252,13.61073330953862,13.534917250964474
2020-04-24,13.635531903458482,13.65014387836499,13.58764411368864
2020-04-27,13.645660824625729,13.67145250170893,13.629288958945216
2020-04-28,13.489742199276076,13.581236152417059,13.604604676357889
2020-04-29,13.66616830748332,13.675402599704455,13.673488816770071
2020-04-30,13.806579852858007,13.775766289684048,13.751475780385167
2020-05-06,13.931895947375622,13.883590138617445,13.839189505115959
2020-05-07,14.04684640426895,13.995217269513356,13.9345160037821
2020-05-08,14.06348483510612,14.049445532798924,14.001981886392416
2020-05-11,14.05840289337233,14.07828700623367,14.054126122429581
2020-05-12,14.004558274534709,14.063222486603392,14.07800232882313
2020-05-13,13.91190819793777,14.006004875643187,14.070921919444618
2020-05-14,13.813932146384005,13.92654804626579,14.041221077464586
2020-05-15,13.788522480564982,13.879271695935387,14.019204727750356
2020-05-18,13.966071194969885,13.963617774076857,14.06601789462849
2020-05-19,14.046018237003945,14.018406874832152,14.101809098842388
2020-05-20,13.80276302310434,13.876148772581578,14.027344300583653
2020-05-21,13.442263565750046,13.616764703906627,13.8706604133523
2020-05-22,13.267811467213999,13.427410390912854,13.7304230635161
2020-05-25,13.127497594347739,13.252359240256848,13.583782455937403
2020-05-26,13.200806140780522,13.216026395309537,13.505335021761704
2020-05-27,13.139115183086734,13.128673297704866,13.400312475898552
2020-05-28,13.174562206420994,13.11125995122963,13.333653403737197
2020-05-29,13.214617099327963,13.11787060712453,13.28583218709046
2020-06-01,13.399926125824024,13.234581711394359,13.308127372625616
2020-06-02,13.502084921113264,13.332485967489024,13.335921070178744
2020-06-03,13.455636370558336,13.347394751182055,13.329088659616893
2020-06-04,13.287359846543154,13.269161328790446,13.273030384035625
2020-06-05,13.233007471930971,13.23285211235783,13.23642846325369
2020-06-08,13.268982961969828,13.247821482214782,13.2288879573478
2020-06-09,13.323173693674121,13.283289026860597,13.237382512490386
2020-06-10,13.396742688997637,13.34069693366064,13.264095479102348
2020-06-11,13.30710058997641,13.303145885804286,13.243291229464994
2020-06-12,13.350225355711252,13.332886856370482,13.258714480834529
2020-06-15,13.221129240045862,13.258317409200675,13.21813890121782
2020-06-16,13.186654476914168,13.222772170947874,13.193969189633167
2020-06-17,13.30964785027422,13.286482919599846,13.224825948974887
2020-06-18,13.309276172824628,13.294006819456289,13.230597486557336
2020-06-19,13.342845427332264,13.321962695487835,13.249382046620193
2020-06-22,13.440255320609252,13.394859463666709,13.296842571335437
2020-06-23,13.4650207893161,13.433606727380749,13.33122815999052
2020-06-24,13.35758127777017,13.385307766327896,13.318335289446917
2020-06-29,13.356691968484583,13.383052020524062,13.326307669253051
2020-06-30,13.328466911591482,13.362421184010676,13.322812908271004
2020-07-01,13.29581305861691,13.334306024759648,13.312486178998205
2020-07-02,13.381949336885045,13.378550624336054,13.34067113833033
2020-07-03,13.540138124974657,13.484650585024136,13.408086704792574
2020-07-06,14.273843966285368,13.98367898908593,13.709644153015125
2020-07-07,14.82215542131121,14.469249923903218,14.04624473437549
2020-07-08,15.970707961641835,15.390515281778905,14.669245613232473
"
1569,CN,technical,统计中泰证券在2025年10月06日到2025年11月17日的5、10、20日三指数移动平均线空头排列的天数占比（%）。（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.8681,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2025-04-10,6.18,6.08,6.02
2025-04-11,6.14,6.14,6.11
2025-04-14,6.13,6.18,6.11
2025-04-15,6.12,6.14,6.07
2025-04-16,6.07,6.09,5.99
2025-04-17,6.05,6.06,6.03
2025-04-18,6.11,6.05,6.03
2025-04-21,6.12,6.08,6.07
2025-04-22,6.12,6.12,6.1
2025-04-23,6.1,6.14,6.08
2025-04-24,6.07,6.1,6.04
2025-04-25,6.11,6.08,6.07
2025-04-28,6.04,6.12,6.02
2025-04-29,6.08,6.03,6.03
2025-04-30,6.1,6.07,6.07
2025-05-06,6.16,6.14,6.1
2025-05-07,6.17,6.3,6.15
2025-05-08,6.18,6.15,6.14
2025-05-09,6.09,6.17,6.09
2025-05-12,6.19,6.11,6.1
2025-05-13,6.18,6.24,6.16
2025-05-14,6.32,6.19,6.15
2025-05-15,6.24,6.29,6.22
2025-05-16,6.16,6.23,6.14
2025-05-19,6.18,6.16,6.14
2025-05-20,6.19,6.19,6.15
2025-05-21,6.17,6.19,6.17
2025-05-22,6.15,6.17,6.11
2025-05-23,6.07,6.14,6.06
2025-05-26,6.08,6.07,6.04
2025-05-27,6.1,6.08,6.06
2025-05-28,6.07,6.1,6.06
2025-05-29,6.1,6.07,6.05
2025-05-30,6.09,6.08,6.06
2025-06-03,6.17,6.08,6.06
2025-06-04,6.28,6.16,6.15
2025-06-05,6.31,6.28,6.27
2025-06-06,6.25,6.33,6.25
2025-06-09,6.32,6.28,6.28
2025-06-10,6.25,6.34,6.22
2025-06-11,6.31,6.25,6.25
2025-06-12,6.28,6.28,6.25
2025-06-13,6.19,6.27,6.18
2025-06-16,6.26,6.17,6.17
2025-06-17,6.29,6.26,6.23
2025-06-18,6.21,6.28,6.18
2025-06-19,6.11,6.2,6.09
2025-06-20,6.07,6.11,6.07
2025-06-23,6.2,6.06,6.04
2025-06-24,6.33,6.22,6.2
2025-06-25,6.52,6.33,6.32
2025-06-26,6.43,6.52,6.4
2025-06-27,6.43,6.43,6.42
2025-06-30,6.43,6.42,6.38
2025-07-01,6.4,6.44,6.36
2025-07-02,6.43,6.4,6.38
2025-07-03,6.46,6.44,6.43
2025-07-04,6.46,6.46,6.41
2025-07-07,6.51,6.46,6.44
2025-07-08,6.59,6.53,6.5
2025-07-09,6.59,6.58,6.55
2025-07-10,6.67,6.58,6.56
2025-07-11,6.79,6.69,6.67
2025-07-14,6.71,6.8,6.68
2025-07-15,6.69,6.77,6.64
2025-07-16,6.67,6.72,6.63
2025-07-17,6.68,6.68,6.64
2025-07-18,6.71,6.69,6.66
2025-07-21,6.77,6.72,6.69
2025-07-22,6.77,6.77,6.69
2025-07-23,6.75,6.78,6.74
2025-07-24,6.88,6.73,6.72
2025-07-25,6.87,6.9,6.84
2025-07-28,6.89,6.87,6.82
2025-07-29,6.92,6.87,6.75
2025-07-30,6.84,6.91,6.79
2025-07-31,6.68,6.79,6.65
2025-08-01,6.67,6.68,6.64
2025-08-04,6.71,6.68,6.63
2025-08-05,6.82,6.73,6.72
2025-08-06,6.83,6.81,6.77
2025-08-07,6.89,6.83,6.81
2025-08-08,6.84,6.87,6.81
2025-08-11,6.89,6.87,6.84
2025-08-12,6.88,6.9,6.82
2025-08-13,7.05,6.9,6.83
2025-08-14,6.96,7.04,6.94
2025-08-15,7.17,6.93,6.92
2025-08-18,7.27,7.26,7.1
2025-08-19,7.19,7.24,7.15
2025-08-20,7.24,7.16,7.11
2025-08-21,7.18,7.26,7.15
2025-08-22,7.32,7.17,7.14
2025-08-25,7.36,7.38,7.28
2025-08-26,7.28,7.32,7.25
2025-08-27,7.12,7.28,7.12
2025-08-28,7.22,7.13,7.04
2025-08-29,7.21,7.23,7.16
2025-09-01,7.11,7.19,7.06
2025-09-02,7.04,7.11,7.0
2025-09-03,6.86,7.06,6.84
2025-09-04,6.87,6.84,6.78
2025-09-05,6.94,6.89,6.8
2025-09-08,6.91,6.94,6.87
2025-09-09,6.9,6.9,6.88
2025-09-10,6.89,6.9,6.87
2025-09-11,7.06,6.88,6.86
2025-09-12,6.99,7.06,6.98
2025-09-15,6.97,6.98,6.97
2025-09-16,7.0,6.98,6.91
2025-09-17,7.04,6.99,6.96
2025-09-18,6.88,7.02,6.82
2025-09-19,6.82,6.86,6.76
2025-09-22,6.83,6.8,6.77
2025-09-23,6.75,6.79,6.67
2025-09-24,6.87,6.72,6.71
2025-09-25,6.8,6.87,6.8
2025-09-26,6.81,6.81,6.79
2025-09-29,7.03,6.79,6.78
2025-09-30,6.95,6.97,6.92
2025-10-09,7.15,6.93,6.9
2025-10-10,7.14,7.11,7.09
2025-10-13,7.1,7.0,6.94
2025-10-14,7.07,7.13,7.01
2025-10-15,7.07,7.08,6.99
2025-10-16,7.02,7.06,6.99
2025-10-17,6.86,7.02,6.84
2025-10-20,6.87,6.94,6.84
2025-10-21,6.91,6.89,6.88
2025-10-22,6.88,6.88,6.86
2025-10-23,6.92,6.88,6.83
2025-10-24,6.95,6.93,6.88
2025-10-27,6.99,7.0,6.96
2025-10-28,6.96,6.97,6.94
2025-10-29,7.06,6.96,6.94
2025-10-30,6.99,7.04,6.97
2025-10-31,6.98,7.03,6.98
2025-11-03,6.92,6.97,6.88
2025-11-04,6.89,6.91,6.86
2025-11-05,6.88,6.86,6.86
2025-11-06,6.96,6.89,6.88
2025-11-07,6.89,6.93,6.89
2025-11-10,6.96,6.89,6.88
2025-11-11,6.99,6.96,6.94
2025-11-12,6.97,6.99,6.94
2025-11-13,6.99,6.96,6.94
2025-11-14,6.9,6.96,6.9
2025-11-17,6.82,6.89,6.8
","date,5日,10日,20日
2025-07-04,6.460480882407732,6.478103105219317,6.466858488105416
2025-07-07,6.497403605815688,6.504051900970158,6.491456808414532
2025-07-08,6.567926120515117,6.5553310659090185,6.531235452909451
2025-07-09,6.595382509544943,6.587012039621653,6.562583495943016
2025-07-10,6.659057186052156,6.641399121019063,6.607661773125485
2025-07-11,6.766249135826644,6.728718327203811,6.674227568764637
2025-07-14,6.749794619004472,6.746832983752881,6.706295960319289
2025-07-15,6.720977704625911,6.745408886947986,6.725523816002537
2025-07-16,6.689636401935232,6.731331276197748,6.734211211691048
2025-07-17,6.680871307037243,6.723007189843668,6.742086499596399
2025-07-18,6.697702286938892,6.728218682590356,6.754548170481216
2025-07-21,6.747098061364488,6.756463349300319,6.778596134548572
2025-07-22,6.767517905191863,6.773034909839338,6.796572000175455
2025-07-23,6.760076109879632,6.772704686231206,6.804382289353506
2025-07-24,6.8463055495373695,6.829110201019334,6.842813032540486
2025-07-25,6.8743667763291185,6.8599893686754445,6.869976475694509
2025-07-28,6.896274630276444,6.88695373133025,6.895628981010721
2025-07-29,6.922669277162182,6.9157081850710345,6.922607202153266
2025-07-30,6.87382179583106,6.8958253693055696,6.922111648006542
2025-07-31,6.73705481626853,6.807545283971576,6.87842177714298
2025-08-01,6.671656653551109,6.742629975580877,6.838510506532731
2025-08-04,6.676891121212632,6.717475792930469,6.81498282246273
2025-08-05,6.7625525758441,6.751392939738122,6.823273267206066
2025-08-06,6.810111554086495,6.779477980330396,6.8317815949462295
2025-08-07,6.872565191110526,6.8257108090651535,6.853456129507374
2025-08-08,6.862034258503979,6.833717524313896,6.857359815714397
2025-08-11,6.889199833775108,6.860998953390837,6.872649918363335
2025-08-12,6.8912621943184025,6.873854108223381,6.881710646949325
2025-08-13,7.009008835011908,6.958265397728701,6.932356593781763
2025-08-14,6.993134695014122,6.972283441112314,6.949509582591265
2025-08-15,7.12833529721783,7.074294694876004,7.016945221103934
2025-08-18,7.2518269521981304,7.184735240428934,7.096856652927921
2025-08-19,7.239765269591492,7.217982674416719,7.139983451903241
2025-08-20,7.259564320612978,7.257710692875637,7.186489627956369
2025-08-21,7.218501452792301,7.252024894952305,7.207103543217406
2025-08-22,7.29381055797959,7.3067573398966115,7.258336535347007
2025-08-25,7.350971570195515,7.356863095673225,7.308625630469385
2025-08-26,7.314196160208555,7.3492979056656695,7.326873755819044
2025-08-27,7.180818540298524,7.267233135882679,7.298097741302577
2025-08-28,7.192626369265799,7.254282907460674,7.2984317345772345
2025-08-29,7.193923176713871,7.239073072644544,7.294267214424623
2025-09-01,7.1264389100506875,7.182198702288377,7.263206396403847
2025-09-02,7.0506473235246,7.111880598599614,7.218117179160947
2025-09-03,6.896094078600539,6.984042865789611,7.133319002580125
2025-09-04,6.843973625109221,6.905344895902431,7.065728693999909
2025-09-05,6.881495093128716,6.888216492138776,7.028253302803243
2025-09-08,6.88579396866012,6.867485816852616,6.989807863472881
2025-09-09,6.886327405773564,6.853275664375208,6.955977595357842
2025-09-10,6.883520658705107,6.8432846204627555,6.9261243903977725
2025-09-11,7.004765952278093,6.917296893059705,6.946377549483416
2025-09-12,7.008564331697098,6.937991824536899,6.945407167380146
2025-09-15,6.992928329602698,6.944507275680561,6.939965722089591
2025-09-16,7.004738573173141,6.963713416755654,6.9438361689176284
2025-09-17,7.036258434786272,6.9955520846987165,6.957911361803183
2025-09-18,6.935214573372119,6.944829828470297,6.9284026346793555
2025-09-19,6.847933033154583,6.884203912868264,6.889183804022367
2025-09-22,6.820026912120048,6.8494827359766255,6.8603397248467495
2025-09-23,6.756577061033137,6.7920240302731845,6.816800138198646
2025-09-24,6.81880210091497,6.810352972289957,6.813263192257769
2025-09-25,6.801435353673179,6.79347546361986,6.793270866370329
2025-09-26,6.803083331617701,6.788907860844612,6.780571982975603
2025-09-29,6.960564591942266,6.88746009310506,6.828345843633868
2025-09-30,6.971887809482613,6.918245698809519,6.847660699173376
2025-10-09,7.112454927965967,7.029092186098113,6.916078253383618
2025-10-10,7.160337840900975,7.097304152470533,6.969950968090766
2025-10-13,7.143887721397723,7.122036338927968,7.003789493988139
2025-10-14,7.107682003954446,7.121703173094998,7.023585183354915
2025-10-15,7.086947147052946,7.118313944175757,7.039532445994464
2025-10-16,7.04035909517337,7.090641296031368,7.039281007362779
2025-10-17,6.907064810262647,6.997545871178766,6.9972174749441125
2025-10-20,6.859042574235746,6.9388497687102255,6.965155033397532
2025-10-21,6.8728458740985925,6.918136427890559,6.949270432065768
2025-10-22,6.863876407812526,6.89180857869672,6.928602158181493
2025-10-23,6.892563524007893,6.893675008445143,6.9222668597138615
2025-10-24,6.929320244739412,6.909942432506506,6.925132173916945
2025-10-27,6.974519170894231,6.940057913820288,6.938118396311915
2025-10-28,6.972185726286401,6.94725932645942,6.941178003182921
2025-10-29,7.0396259638958725,6.99754278677577,6.969777168727288
2025-10-30,7.017306269304463,6.999241415436063,6.97509679777693
2025-10-31,6.997240357499297,6.995162948284669,6.976830361860017
2025-11-03,6.9446281970803,6.964698527531908,6.962643335982612
2025-11-04,6.900656293585082,6.9305082798908275,6.943241718255546
2025-11-05,6.87654620809993,6.9034449103005855,6.9248492747581105
2025-11-06,6.925440527591693,6.922337427779555,6.930722434166238
2025-11-07,6.8997546424827645,6.904108690730846,6.917576689053857
2025-11-10,6.938639309835837,6.924272342428292,6.925183682979163
2025-11-11,6.977365919351458,6.95193027591357,6.9394061954261375
2025-11-12,6.979065986324095,6.961511251421191,6.946005781519506
2025-11-13,6.991981653464273,6.976755949290966,6.956677152470931
2025-11-14,6.932576338304262,6.945844690026856,6.942100333332422
2025-11-17,6.849641134604038,6.888751053455316,6.909459157301905
"
1570,CN,technical,"山西焦煤2025年09月03日至2025年12月31日, 对于5、20、60日赫尔移动平均线，空头排列的天数占比？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",30.4762,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2025-04-24,6.64,6.7,6.65
2025-04-25,6.62,6.65,6.64
2025-04-28,6.52,6.61,6.6
2025-04-29,6.43,6.49,6.48
2025-04-30,6.41,6.45,6.42
2025-05-06,6.45,6.47,6.41
2025-05-07,6.46,6.51,6.48
2025-05-08,6.45,6.47,6.45
2025-05-09,6.39,6.45,6.45
2025-05-12,6.45,6.46,6.39
2025-05-13,6.51,6.53,6.46
2025-05-14,6.52,6.53,6.51
2025-05-15,6.44,6.57,6.51
2025-05-16,6.37,6.42,6.41
2025-05-19,6.35,6.39,6.36
2025-05-20,6.32,6.35,6.34
2025-05-21,6.4,6.42,6.33
2025-05-22,6.32,6.38,6.38
2025-05-23,6.25,6.34,6.31
2025-05-26,6.16,6.23,6.23
2025-05-27,6.06,6.16,6.16
2025-05-28,6.09,6.13,6.05
2025-05-29,6.12,6.15,6.07
2025-05-30,6.02,6.11,6.1
2025-06-03,6.19,6.23,5.99
2025-06-04,6.38,6.4,6.18
2025-06-05,6.25,6.43,6.33
2025-06-06,6.27,6.41,6.33
2025-06-09,6.36,6.46,6.25
2025-06-10,6.3,6.39,6.33
2025-06-11,6.5,6.55,6.3
2025-06-12,6.48,6.56,6.5
2025-06-13,6.47,6.54,6.5
2025-06-16,6.52,6.53,6.49
2025-06-17,6.55,6.59,6.52
2025-06-18,6.47,6.58,6.56
2025-06-19,6.36,6.47,6.47
2025-06-20,6.34,6.39,6.36
2025-06-23,6.4,6.42,6.31
2025-06-24,6.36,6.4,6.38
2025-06-25,6.34,6.37,6.36
2025-06-26,6.29,6.38,6.33
2025-06-27,6.47,6.54,6.36
2025-06-30,6.4,6.49,6.49
2025-07-01,6.33,6.38,6.37
2025-07-02,6.49,6.49,6.31
2025-07-03,6.5,6.55,6.47
2025-07-04,6.42,6.57,6.5
2025-07-07,6.46,6.5,6.44
2025-07-08,6.51,6.54,6.45
2025-07-09,6.77,6.79,6.54
2025-07-10,6.79,6.84,6.7
2025-07-11,6.66,6.71,6.67
2025-07-14,6.64,6.72,6.64
2025-07-15,6.44,6.64,6.63
2025-07-16,6.41,6.45,6.43
2025-07-17,6.43,6.46,6.41
2025-07-18,6.6,6.71,6.57
2025-07-21,6.85,6.85,6.68
2025-07-22,7.54,7.54,6.97
2025-07-23,7.68,8.0,8.0
2025-07-24,7.87,8.0,7.54
2025-07-25,7.77,8.16,7.89
2025-07-28,7.3,7.51,7.39
2025-07-29,7.45,7.48,7.27
2025-07-30,7.36,7.65,7.55
2025-07-31,7.05,7.3,7.26
2025-08-01,7.07,7.15,7.02
2025-08-04,7.14,7.16,7.0
2025-08-05,7.3,7.38,7.13
2025-08-06,7.41,7.49,7.27
2025-08-07,7.35,7.45,7.35
2025-08-08,7.3,7.35,7.3
2025-08-11,7.38,7.38,7.32
2025-08-12,7.51,7.6,7.45
2025-08-13,7.37,7.44,7.43
2025-08-14,7.16,7.35,7.32
2025-08-15,7.28,7.3,7.12
2025-08-18,7.25,7.35,7.29
2025-08-19,7.24,7.25,7.22
2025-08-20,7.22,7.24,7.18
2025-08-21,7.33,7.35,7.23
2025-08-22,7.3,7.31,7.31
2025-08-25,7.48,7.53,7.38
2025-08-26,7.45,7.55,7.48
2025-08-27,7.19,7.41,7.4
2025-08-28,7.11,7.17,7.14
2025-08-29,7.06,7.17,7.08
2025-09-01,7.02,7.08,6.99
2025-09-02,6.95,7.05,7.02
2025-09-03,6.73,7.0,6.95
2025-09-04,6.75,6.78,6.7
2025-09-05,7.05,7.09,6.77
2025-09-08,7.03,7.07,6.96
2025-09-09,7.02,7.1,7.01
2025-09-10,6.89,7.0,6.99
2025-09-11,6.94,7.05,6.95
2025-09-12,6.95,6.99,6.9
2025-09-15,7.23,7.31,6.98
2025-09-16,7.3,7.49,7.42
2025-09-17,7.5,7.55,7.19
2025-09-18,7.24,7.43,7.41
2025-09-19,7.43,7.44,7.24
2025-09-22,7.3,7.46,7.45
2025-09-23,7.25,7.33,7.25
2025-09-24,7.24,7.28,7.21
2025-09-25,7.19,7.22,7.21
2025-09-26,7.13,7.26,7.18
2025-09-29,6.95,7.04,7.04
2025-09-30,6.95,6.99,6.92
2025-10-09,7.19,7.21,6.96
2025-10-10,7.32,7.44,7.19
2025-10-13,7.2,7.23,7.13
2025-10-14,7.3,7.4,7.2
2025-10-15,7.31,7.37,7.3
2025-10-16,7.44,7.46,7.31
2025-10-17,7.26,7.55,7.39
2025-10-20,7.55,7.55,7.36
2025-10-21,7.44,7.48,7.48
2025-10-22,7.25,7.42,7.38
2025-10-23,7.6,7.66,7.27
2025-10-24,7.42,7.54,7.5
2025-10-27,7.4,7.48,7.36
2025-10-28,7.34,7.38,7.35
2025-10-29,7.45,7.49,7.3
2025-10-30,7.33,7.51,7.43
2025-10-31,7.32,7.37,7.35
2025-11-03,7.35,7.46,7.32
2025-11-04,7.27,7.39,7.33
2025-11-05,7.4,7.49,7.24
2025-11-06,7.49,7.52,7.45
2025-11-07,7.48,7.57,7.45
2025-11-10,7.53,7.6,7.47
2025-11-11,7.32,7.55,7.54
2025-11-12,7.26,7.35,7.3
2025-11-13,7.31,7.31,7.24
2025-11-14,7.21,7.31,7.27
2025-11-17,7.28,7.29,7.22
2025-11-18,7.02,7.2,7.2
2025-11-19,7.02,7.04,6.99
2025-11-20,6.9,6.99,6.99
2025-11-21,6.72,6.88,6.84
2025-11-24,6.71,6.76,6.75
2025-11-25,6.75,6.78,6.72
2025-11-26,6.72,6.74,6.7
2025-11-27,6.73,6.74,6.71
2025-11-28,6.73,6.74,6.69
2025-12-01,6.81,6.81,6.73
2025-12-02,6.77,6.8,6.8
2025-12-03,6.75,6.8,6.75
2025-12-04,6.71,6.75,6.74
2025-12-05,6.72,6.73,6.73
2025-12-08,6.65,6.69,6.68
2025-12-09,6.51,6.63,6.63
2025-12-10,6.56,6.58,6.52
2025-12-11,6.48,6.59,6.56
2025-12-12,6.44,6.51,6.46
2025-12-15,6.56,6.62,6.49
2025-12-16,6.42,6.55,6.54
2025-12-17,6.41,6.43,6.4
2025-12-18,6.55,6.6,6.55
2025-12-19,6.54,6.55,6.5
2025-12-22,6.58,6.62,6.52
2025-12-23,6.57,6.6,6.58
2025-12-24,6.53,6.55,6.55
2025-12-25,6.51,6.52,6.5
2025-12-26,6.49,6.52,6.47
2025-12-29,6.52,6.56,6.5
2025-12-30,6.47,6.5,6.5
2025-12-31,6.42,6.47,6.45
","date,5日,20日,60日
2025-07-30,7.297777777777778,7.712765367965369,7.079351980559542
2025-07-31,7.114888888888889,7.6979419913419935,7.14164687366221
2025-08-01,6.962888888888888,7.63415800865801,7.190222872755659
2025-08-04,7.0326666666666675,7.539647186147187,7.229120401148295
2025-08-05,7.234222222222222,7.446556277056277,7.264903962378183
2025-08-06,7.43,7.380464069264069,7.301749804839969
2025-08-07,7.450222222222223,7.333287012987013,7.337569646949207
2025-08-08,7.349333333333333,7.3003670995671,7.371282812067186
2025-08-11,7.339777777777776,7.290091774891775,7.405079190904284
2025-08-12,7.470444444444443,7.307809523809523,7.440862141472137
2025-08-13,7.465777777777778,7.3314519480519476,7.473502140464858
2025-08-14,7.235111111111112,7.3350956709956705,7.4972733499534145
2025-08-15,7.1628888888888875,7.332384415584416,7.515874581350256
2025-08-18,7.223333333333333,7.320300865800865,7.529132085568231
2025-08-19,7.240888888888889,7.3036917748917745,7.537297524615348
2025-08-20,7.224666666666667,7.284481385281384,7.540275106393695
2025-08-21,7.284666666666666,7.275382683982684,7.541733096623102
2025-08-22,7.332222222222221,7.271197402597403,7.5418697338269
2025-08-25,7.43888888888889,7.288859740259741,7.545342436604467
2025-08-26,7.511777777777779,7.31745670995671,7.550198975095062
2025-08-27,7.315777777777779,7.323988744588746,7.5492724811765
2025-08-28,7.078666666666666,7.306387012987015,7.540720738586286
2025-08-29,6.986666666666667,7.264934632034634,7.523780514215204
2025-09-01,6.96911111111111,7.209066666666668,7.498255917755785
2025-09-02,6.934666666666666,7.144128571428571,7.4640476442295585
2025-09-03,6.766666666666667,7.0541359307359315,7.418355002392284
2025-09-04,6.660444444444444,6.954594372294373,7.365678080380751
2025-09-05,6.888000000000001,6.889405194805194,7.317019578957971
2025-09-08,7.096,6.8538277056277055,7.273062035707992
2025-09-09,7.0953333333333335,6.845560606060606,7.233803001687191
2025-09-10,6.959111111111111,6.8426437229437225,7.196242653169146
2025-09-11,6.8904444444444435,6.844723376623375,7.1619272808541705
2025-09-12,6.923777777777777,6.853426839826841,7.130569376243357
2025-09-15,7.137999999999999,6.897757575757575,7.10767735639999
2025-09-16,7.3566666666666665,6.973552813852814,7.09273737755282
2025-09-17,7.528888888888889,7.085458008658009,7.089440897987964
2025-09-18,7.43,7.181123809523808,7.089691798242301
2025-09-19,7.364666666666667,7.270307359307358,7.097309876356677
2025-09-22,7.3484444444444454,7.334912987012987,7.107098442497041
2025-09-23,7.258222222222223,7.372358008658009,7.11670367152678
2025-09-24,7.210666666666666,7.39143116883117,7.125135075923548
2025-09-25,7.180444444444444,7.386912554112554,7.131245977185162
2025-09-26,7.125555555555555,7.359886147186148,7.1338490909319825
2025-09-29,6.978444444444445,7.297224242424242,7.12996924655637
2025-09-30,6.880222222222223,7.214590909090909,7.120790479967768
2025-10-09,7.054222222222223,7.152383116883118,7.1138868512502835
2025-10-10,7.319333333333334,7.129177489177491,7.112577188940094
2025-10-13,7.334666666666666,7.123930735930735,7.113556835637482
2025-10-14,7.295999999999999,7.140715584415585,7.11933689028229
2025-10-15,7.321111111111109,7.168218614718614,7.129858452317998
2025-10-16,7.415555555555556,7.214492207792209,7.147663374128077
2025-10-17,7.365777777777779,7.254192640692642,7.166369834554658
2025-10-20,7.4433333333333325,7.315944155844155,7.191677715242628
2025-10-21,7.520666666666666,7.376780086580086,7.219201272947042
2025-10-22,7.344222222222221,7.4079748917748915,7.243550439424845
2025-10-23,7.431555555555555,7.451235930735931,7.2726425801415235
2025-10-24,7.5168888888888885,7.476480086580085,7.3002766424920065
2025-10-27,7.428444444444445,7.489419047619046,7.3250947218654785
2025-10-28,7.341333333333332,7.486236363636365,7.345797260204981
2025-10-29,7.379777777777778,7.479397835497837,7.364904352698245
2025-10-30,7.377111111111112,7.460980086580088,7.3799262043262575
2025-10-31,7.313555555555555,7.435656277056277,7.391048613734229
2025-11-03,7.316222222222222,7.409008225108225,7.398921784895874
2025-11-04,7.291111111111111,7.375760606060607,7.40263034171892
2025-11-05,7.339555555555556,7.357078787878788,7.406255439298936
2025-11-06,7.476444444444446,7.35753246753247,7.4122234708267225
2025-11-07,7.533777777777779,7.372541558441559,7.4201070673113225
2025-11-10,7.547333333333332,7.401602597402598,7.431023098134018
2025-11-11,7.413555555555554,7.413089177489178,7.4393806124247694
2025-11-12,7.238222222222222,7.403281818181819,7.443874430258619
2025-11-13,7.226666666666667,7.386222510822511,7.446091416735918
2025-11-14,7.218444444444444,7.3554896103896095,7.443474257762334
2025-11-17,7.232,7.328247186147188,7.438423761678128
2025-11-18,7.102888888888889,7.277022943722945,7.425311311727232
2025-11-19,6.959333333333333,7.209914718614717,7.405704313666241
2025-11-20,6.876222222222222,7.125690043290044,7.378436957014429
2025-11-21,6.720666666666669,7.018109523809524,7.3409680000503625
2025-11-24,6.627555555555556,6.9069316017316025,7.295510280526806
2025-11-25,6.672666666666667,6.8091601731601745,7.245483719876104
2025-11-26,6.715333333333334,6.727820346320345,7.19211243106444
2025-11-27,6.724222222222221,6.666593506493507,7.137897389891969
2025-11-28,6.728888888888889,6.62401341991342,7.084237371257335
2025-12-01,6.783555555555558,6.606105627705628,7.034158111102718
2025-12-02,6.805111111111111,6.606077489177489,6.987265039913374
2025-12-03,6.767555555555556,6.6167679653679645,6.943017828813175
2025-12-04,6.716222222222224,6.630624242424242,6.900235551862203
2025-12-05,6.6979999999999995,6.646274891774891,6.859650134723376
2025-12-08,6.662222222222222,6.6540580086580094,6.819659351313239
2025-12-09,6.535777777777779,6.64005974025974,6.777224327012667
2025-12-10,6.487555555555556,6.617608658008658,6.7344213819848395
2025-12-11,6.4751111111111115,6.582892207792208,6.690331343960112
2025-12-12,6.428222222222221,6.53994025974026,6.645079864521166
2025-12-15,6.490444444444443,6.5089753246753235,6.602706592631764
2025-12-16,6.4802222222222206,6.473952813852813,6.5603109906575
2025-12-17,6.401777777777778,6.439488311688311,6.518665816776208
2025-12-18,6.475777777777778,6.423519480519479,6.482078580242249
2025-12-19,6.5651111111111105,6.420493939393938,6.450195871421016
2025-12-22,6.597111111111111,6.434603896103897,6.424099235728135
2025-12-23,6.596666666666668,6.458335064935065,6.40324193548387
2025-12-24,6.553333333333335,6.479760606060606,6.386046838407494
2025-12-25,6.507555555555555,6.496471861471861,6.37197233134396
2025-12-26,6.480444444444445,6.505795238095237,6.3601538805368785
2025-12-29,6.494666666666667,6.5124891774891775,6.350888588804111
2025-12-30,6.486222222222224,6.513352380952381,6.343019830777367
2025-12-31,6.428666666666667,6.503812554112554,6.335341441917856
"
1571,CN,technical,中国铁建从2020年11月05日到2021年02月15日，10、20、30日赫尔移动平均线呈空头排列的天数比例是多少？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,39.5062,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2020-08-26,8.76,8.91,8.86
2020-08-27,8.73,8.78,8.78
2020-08-28,8.88,8.89,8.77
2020-08-31,8.93,9.12,9.0
2020-09-01,8.94,8.98,8.9
2020-09-02,8.84,8.93,8.91
2020-09-03,8.8,8.91,8.85
2020-09-04,8.75,8.77,8.72
2020-09-07,8.7,8.84,8.74
2020-09-08,8.78,8.79,8.72
2020-09-09,8.74,8.85,8.73
2020-09-10,8.65,8.81,8.78
2020-09-11,8.59,8.67,8.62
2020-09-14,8.59,8.63,8.62
2020-09-15,8.62,8.63,8.58
2020-09-16,8.66,8.74,8.59
2020-09-17,8.62,8.69,8.66
2020-09-18,8.82,8.82,8.63
2020-09-21,8.78,8.85,8.82
2020-09-22,8.61,8.76,8.73
2020-09-23,8.54,8.65,8.64
2020-09-24,8.43,8.53,8.51
2020-09-25,8.38,8.47,8.45
2020-09-28,8.36,8.45,8.39
2020-09-29,8.35,8.42,8.39
2020-09-30,8.29,8.39,8.37
2020-10-09,8.4,8.42,8.37
2020-10-12,8.53,8.56,8.4
2020-10-13,8.48,8.51,8.51
2020-10-14,8.39,8.49,8.48
2020-10-15,8.39,8.41,8.39
2020-10-16,8.39,8.44,8.38
2020-10-19,8.4,8.53,8.39
2020-10-20,8.4,8.42,8.4
2020-10-21,8.49,8.49,8.4
2020-10-22,8.43,8.48,8.48
2020-10-23,8.5,8.55,8.4
2020-10-26,8.48,8.64,8.62
2020-10-27,8.38,8.47,8.41
2020-10-28,8.38,8.41,8.4
2020-10-29,8.37,8.4,8.34
2020-10-30,8.33,8.45,8.39
2020-11-02,8.23,8.31,8.27
2020-11-03,8.3,8.34,8.23
2020-11-04,8.28,8.33,8.31
2020-11-05,8.37,8.38,8.31
2020-11-06,8.4,8.45,8.37
2020-11-09,8.48,8.52,8.46
2020-11-10,8.41,8.56,8.51
2020-11-11,8.67,8.78,8.4
2020-11-12,8.47,8.63,8.63
2020-11-13,8.36,8.45,8.44
2020-11-16,8.47,8.48,8.38
2020-11-17,8.47,8.51,8.47
2020-11-18,8.5,8.59,8.48
2020-11-19,8.49,8.57,8.49
2020-11-20,8.48,8.5,8.48
2020-11-23,8.59,8.64,8.48
2020-11-24,8.58,8.63,8.58
2020-11-25,8.45,8.66,8.62
2020-11-26,8.47,8.48,8.45
2020-11-27,8.59,8.6,8.49
2020-11-30,8.59,8.82,8.63
2020-12-01,8.67,8.68,8.58
2020-12-02,8.72,8.81,8.66
2020-12-03,8.62,8.72,8.71
2020-12-04,8.56,8.63,8.61
2020-12-07,8.44,8.57,8.56
2020-12-08,8.35,8.46,8.43
2020-12-09,8.29,8.38,8.36
2020-12-10,8.3,8.33,8.28
2020-12-11,8.25,8.33,8.29
2020-12-14,8.23,8.28,8.26
2020-12-15,8.22,8.23,8.23
2020-12-16,8.16,8.23,8.2
2020-12-17,8.21,8.22,8.15
2020-12-18,8.16,8.32,8.22
2020-12-21,8.11,8.17,8.15
2020-12-22,7.96,8.12,8.1
2020-12-23,7.96,7.99,7.95
2020-12-24,7.99,8.02,7.96
2020-12-25,8.01,8.04,7.97
2020-12-28,7.87,7.98,7.91
2020-12-29,7.9,7.92,7.87
2020-12-30,7.83,7.9,7.88
2020-12-31,7.9,7.93,7.83
2021-01-04,7.87,7.89,7.86
2021-01-05,7.84,8.1,7.83
2021-01-06,8.2,8.25,7.86
2021-01-07,8.01,8.2,8.15
2021-01-08,8.05,8.11,8.0
2021-01-11,7.87,8.1,8.04
2021-01-12,7.97,8.03,7.85
2021-01-13,8.24,8.44,7.97
2021-01-14,8.51,8.76,8.21
2021-01-15,8.22,8.45,8.4
2021-01-18,8.21,8.27,8.18
2021-01-19,8.16,8.25,8.17
2021-01-20,8.11,8.21,8.16
2021-01-21,8.07,8.13,8.12
2021-01-22,7.91,8.06,8.05
2021-01-25,7.88,7.97,7.92
2021-01-26,7.9,7.97,7.88
2021-01-27,7.92,8.01,7.9
2021-01-28,7.79,7.9,7.89
2021-01-29,7.73,7.83,7.81
2021-02-01,7.68,7.76,7.72
2021-02-02,7.69,7.76,7.68
2021-02-03,7.52,7.69,7.69
2021-02-04,7.32,7.5,7.5
2021-02-05,7.37,7.43,7.32
2021-02-08,7.41,7.47,7.36
2021-02-09,7.46,7.47,7.42
2021-02-10,7.47,7.48,7.45
","date,10日,20日,30日
2020-10-20,8.391636363636364,8.369433766233765,8.329360931899643
2020-10-21,8.409171717171716,8.38874588744589,8.33339677419355
2020-10-22,8.428060606060606,8.405835064935065,8.34200501792115
2020-10-23,8.45840404040404,8.425616883116884,8.35806953405018
2020-10-26,8.481212121212122,8.4431658008658,8.377306451612904
2020-10-27,8.47166666666667,8.447524675324676,8.391039068100358
2020-10-28,8.438767676767677,8.443929004329004,8.398966308243729
2020-10-29,8.400959595959597,8.433200865800867,8.401583154121866
2020-10-30,8.360626262626262,8.41480303030303,8.396814695340503
2020-11-02,8.30452525252525,8.382596103896105,8.38131111111111
2020-11-03,8.269585858585858,8.350045887445887,8.36431899641577
2020-11-04,8.251131313131312,8.317856709956711,8.34637025089606
2020-11-05,8.269666666666666,8.299983549783551,8.334393906810039
2020-11-06,8.31250505050505,8.297816017316018,8.329744444444446
2020-11-09,8.382505050505051,8.314966233766233,8.335763082437277
2020-11-10,8.430323232323232,8.33730735930736,8.343890681003584
2020-11-11,8.516292929292929,8.387367532467533,8.368489247311826
2020-11-12,8.556515151515152,8.431484415584416,8.39160394265233
2020-11-13,8.535070707070707,8.45539134199134,8.405379928315412
2020-11-16,8.497666666666666,8.475038095238094,8.41833082437276
2020-11-17,8.472040404040403,8.486969264069263,8.431002508960573
2020-11-18,8.463,8.499643722943723,8.444227240143368
2020-11-19,8.469030303030303,8.509874891774892,8.459090322580645
2020-11-20,8.481272727272728,8.51381168831169,8.474283870967742
2020-11-23,8.514767676767676,8.524420779220781,8.49448028673835
2020-11-24,8.550878787878787,8.53810562770563,8.516052329749103
2020-11-25,8.549868686868685,8.538521645021646,8.52896559139785
2020-11-26,8.527030303030303,8.533801731601732,8.535233333333334
2020-11-27,8.52630303030303,8.53762554112554,8.543152329749104
2020-11-30,8.542676767676767,8.547132467532467,8.55157347670251
2020-12-01,8.586181818181817,8.569937662337662,8.566118637992831
2020-12-02,8.649535353535352,8.603396536796534,8.58836953405018
2020-12-03,8.684767676767676,8.629182251082252,8.609499283154122
2020-12-04,8.672454545454544,8.640752380952382,8.623896057347668
2020-12-07,8.604787878787876,8.626930303030303,8.624132974910394
2020-12-08,8.498575757575757,8.588042424242426,8.607359139784943
2020-12-09,8.379484848484848,8.531441558441559,8.575065232974907
2020-12-10,8.288767676767675,8.467896103896106,8.534507885304658
2020-12-11,8.227040404040403,8.39964502164502,8.487534050179212
2020-12-14,8.193030303030303,8.332104329004329,8.437596415770608
2020-12-15,8.178363636363637,8.269270562770561,8.387851254480287
2020-12-16,8.163505050505051,8.209333333333332,8.336944444444445
2020-12-17,8.160464646464648,8.164482683982683,8.2896458781362
2020-12-18,8.154717171717172,8.130083982683981,8.243768100358425
2020-12-21,8.137878787878789,8.101912554112554,8.197945878136201
2020-12-22,8.079888888888888,8.064651082251082,8.144987455197134
2020-12-23,8.011525252525253,8.022653679653681,8.08984659498208
2020-12-24,7.959505050505051,7.984963636363636,8.038345519713262
2020-12-25,7.940515151515151,7.957522510822511,7.994940501792115
2020-12-28,7.912404040404039,7.926410389610389,7.952613261648745
2020-12-29,7.892444444444443,7.897543722943723,7.915783512544804
2020-12-30,7.861232323232325,7.864777489177489,7.87975017921147
2020-12-31,7.848737373737374,7.839767532467533,7.849623655913978
2021-01-04,7.841949494949496,7.822247186147187,7.8238885304659505
2021-01-05,7.839404040404041,7.808575757575758,7.801793548387098
2021-01-06,7.921929292929292,7.838713852813854,7.805521505376345
2021-01-07,7.998262626262625,7.875573160173161,7.817600358422937
2021-01-08,8.059101010101008,7.917972727272729,7.837392114695339
2021-01-11,8.044323232323231,7.940245021645021,7.851408960573476
2021-01-12,8.016505050505051,7.954533766233766,7.8660792114695335
2021-01-13,8.044,7.995317748917747,7.896088530465949
2021-01-14,8.18349494949495,8.08131515151515,7.955297491039428
2021-01-15,8.288686868686867,8.161544588744588,8.016253046594983
2021-01-18,8.340020202020204,8.224595238095237,8.07528100358423
2021-01-19,8.319939393939395,8.25898658008658,8.124764874551973
2021-01-20,8.253232323232323,8.262842857142857,8.15898458781362
2021-01-21,8.15952525252525,8.250017748917747,8.177697491039426
2021-01-22,8.048383838383838,8.20980909090909,8.176817562724013
2021-01-25,7.942808080808081,8.151051515151513,8.159501792114694
2021-01-26,7.869282828282828,8.083450216450217,8.132014336917562
2021-01-27,7.839303030303029,8.01525844155844,8.09929641577061
2021-01-28,7.810909090909092,7.9407623376623375,8.05781146953405
2021-01-29,7.772767676767678,7.865322943722944,8.008544444444444
2021-02-01,7.721181818181819,7.790458874458875,7.951849103942652
2021-02-02,7.676676767676768,7.724753679653679,7.890960215053764
2021-02-03,7.606454545454546,7.655370129870128,7.818443727598566
2021-02-04,7.491707070707069,7.567595238095237,7.729425448028673
2021-02-05,7.384979797979798,7.480399134199134,7.637352688172041
2021-02-08,7.322404040404041,7.405261038961039,7.550780645161288
2021-02-09,7.317080808080809,7.353526406926404,7.476937634408601
2021-02-10,7.352343434343436,7.325957575757573,7.419004301075267
"
1572,CN,technical,2024年03月02日-2024年05月04日，山金国际的5、10、20日赫尔移动平均线处于多头排列的天数占比多少？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,27.0833,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2024-01-12,14.43,14.56,14.18
2024-01-15,14.45,14.77,14.44
2024-01-16,14.28,14.46,14.41
2024-01-17,13.91,14.22,14.14
2024-01-18,13.92,13.96,13.85
2024-01-19,13.83,13.96,13.8
2024-01-22,13.13,13.85,13.85
2024-01-23,13.25,13.3,13.0
2024-01-24,13.78,13.85,13.19
2024-01-25,13.9,14.07,13.85
2024-01-26,14.11,14.25,13.87
2024-01-29,14.13,14.32,14.01
2024-01-30,14.08,14.3,14.03
2024-01-31,14.08,14.28,14.08
2024-02-01,13.75,14.09,13.98
2024-02-02,14.12,14.27,13.91
2024-02-05,13.94,14.2,13.99
2024-02-06,14.62,14.63,13.85
2024-02-07,15.06,15.09,14.63
2024-02-08,14.89,15.35,15.1
2024-02-19,14.48,14.76,14.65
2024-02-20,14.97,15.05,14.38
2024-02-21,14.76,15.08,14.85
2024-02-22,14.76,14.87,14.75
2024-02-23,14.57,14.78,14.73
2024-02-26,14.48,14.74,14.61
2024-02-27,14.81,14.9,14.41
2024-02-28,14.8,15.03,14.75
2024-02-29,14.98,15.03,14.72
2024-03-01,15.24,15.27,14.92
2024-03-04,15.45,15.76,15.53
2024-03-05,15.75,16.04,15.73
2024-03-06,15.95,16.03,15.82
2024-03-07,16.64,16.74,16.07
2024-03-08,16.72,16.79,16.72
2024-03-11,16.67,16.84,16.83
2024-03-12,16.11,16.65,16.51
2024-03-13,15.93,16.04,15.9
2024-03-14,16.06,16.37,16.08
2024-03-15,16.63,16.65,16.04
2024-03-18,16.69,16.73,16.46
2024-03-19,16.56,16.83,16.59
2024-03-20,16.36,16.56,16.48
2024-03-21,16.81,17.11,17.0
2024-03-22,16.4,16.66,16.56
2024-03-25,16.73,16.93,16.54
2024-03-26,16.56,16.81,16.66
2024-03-27,16.76,16.99,16.65
2024-03-28,16.92,16.99,16.79
2024-03-29,18.09,18.16,17.32
2024-04-01,18.62,18.69,18.37
2024-04-02,18.18,18.53,18.3
2024-04-03,18.46,18.71,18.69
2024-04-08,18.74,19.42,18.91
2024-04-09,18.34,18.8,18.74
2024-04-10,18.96,19.09,18.85
2024-04-11,19.52,20.4,18.58
2024-04-12,20.75,21.04,20.29
2024-04-15,20.3,20.47,19.72
2024-04-16,19.38,20.6,20.46
2024-04-17,19.75,19.88,19.35
2024-04-18,19.3,19.46,19.41
2024-04-19,19.58,20.0,19.31
2024-04-22,18.81,19.62,19.35
2024-04-23,17.91,18.3,18.26
2024-04-24,18.56,18.62,18.21
2024-04-25,18.44,18.96,18.37
2024-04-26,19.1,19.18,18.55
2024-04-29,18.4,18.99,18.7
2024-04-30,18.52,18.94,18.45
","date,5日,10日,20日
2024-02-21,14.842222222222224,14.974121212121211,14.84401774891775
2024-02-22,14.785333333333332,14.913313131313132,14.918051948051948
2024-02-23,14.622666666666666,14.793212121212122,14.95162683982684
2024-02-26,14.446888888888887,14.665777777777778,14.930416017316016
2024-02-27,14.620666666666665,14.619636363636365,14.908792640692644
2024-02-28,14.846222222222224,14.64748484848485,14.882870562770563
2024-02-29,14.991111111111111,14.756464646464648,14.879338528138533
2024-03-01,15.233333333333334,14.946868686868688,14.924506926406929
2024-03-04,15.503555555555556,15.192656565656568,15.020401731601732
2024-03-05,15.795111111111112,15.477484848484849,15.172548917748916
2024-03-06,16.052222222222223,15.769616161616161,15.371240692640692
2024-03-07,16.572444444444443,16.164070707070707,15.655499567099564
2024-03-08,16.968666666666664,16.54959595959596,15.982894805194807
2024-03-11,16.92088888888889,16.828232323232324,16.3023645021645
2024-03-12,16.38577777777778,16.824131313131314,16.519620346320348
2024-03-13,15.851555555555557,16.602343434343435,16.61847489177489
2024-03-14,15.815555555555553,16.320737373737373,16.6404645021645
2024-03-15,16.36333333333333,16.235939393939397,16.67102640692641
2024-03-18,16.82422222222222,16.323141414141418,16.718151515151515
2024-03-19,16.78177777777778,16.473111111111113,16.753345454545457
2024-03-20,16.47422222222222,16.548636363636366,16.744093073593074
2024-03-21,16.59133333333333,16.653707070707075,16.74106017316017
2024-03-22,16.59022222222222,16.643323232323233,16.7074303030303
2024-03-25,16.605555555555554,16.654848484848486,16.700571861471865
2024-03-26,16.640888888888885,16.635373737373733,16.701608225108227
2024-03-27,16.700444444444443,16.670393939393936,16.720913852813858
2024-03-28,16.902222222222225,16.74568686868687,16.766225541125543
2024-03-29,17.784444444444446,17.135737373737374,16.940382683982683
2024-04-01,18.816444444444443,17.750848484848486,17.252213852813853
2024-04-02,18.802222222222223,18.26493939393939,17.586199567099566
2024-04-03,18.524222222222225,18.61991919191919,17.929101731601733
2024-04-08,18.688888888888886,18.859898989898984,18.26028095238096
2024-04-09,18.585555555555555,18.873080808080804,18.51591038961039
2024-04-10,18.742666666666665,18.894909090909092,18.767637229437227
2024-04-11,19.429333333333332,19.0840303030303,19.05004935064935
2024-04-12,20.616444444444443,19.648242424242422,19.455950216450212
2024-04-15,20.987333333333336,20.188595959595958,19.862684415584415
2024-04-16,19.97066666666667,20.360909090909086,20.11244329004329
2024-04-17,19.410444444444447,20.292616161616156,20.25879567099567
2024-04-18,19.280666666666665,19.995464646464644,20.271655844155845
2024-04-19,19.353111111111108,19.700747474747473,20.237449350649353
2024-04-22,19.042,19.318868686868683,20.101749783549785
2024-04-23,18.037555555555553,18.784030303030303,19.797364502164505
2024-04-24,17.91911111111111,18.38922222222222,19.459854545454544
2024-04-25,18.334,18.16939393939394,19.107829004329005
2024-04-26,18.90422222222222,18.272040404040403,18.859265367965367
2024-04-29,18.829555555555554,18.37586868686869,18.649556709956705
2024-04-30,18.470444444444443,18.486222222222224,18.492344588744583
"
1573,CN,technical,在2024年11月02日至2025年06月30日，上海莱士5、20、60日赫尔移动平均线多头排列的天数占总天数的百分比？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.1379,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2024-06-20,7.73,7.83,7.73
2024-06-21,7.73,7.82,7.73
2024-06-24,7.5,7.65,7.6
2024-06-25,7.59,7.63,7.45
2024-06-26,7.57,7.71,7.58
2024-06-27,7.66,7.69,7.57
2024-06-28,7.82,7.86,7.63
2024-07-01,7.96,8.0,7.84
2024-07-02,7.88,8.04,7.93
2024-07-03,7.7,7.92,7.88
2024-07-04,7.66,7.74,7.69
2024-07-05,7.67,7.71,7.6
2024-07-08,7.56,7.74,7.66
2024-07-09,7.67,7.7,7.55
2024-07-10,7.75,7.85,7.65
2024-07-11,7.74,7.83,7.79
2024-07-12,7.66,7.77,7.73
2024-07-15,7.66,7.73,7.62
2024-07-16,7.88,7.91,7.64
2024-07-17,7.92,7.96,7.87
2024-07-18,7.89,7.91,7.9
2024-07-19,7.93,8.02,7.87
2024-07-22,7.98,8.06,7.92
2024-07-23,7.76,8.0,7.98
2024-07-24,7.7,7.81,7.73
2024-07-25,7.76,7.82,7.7
2024-07-26,7.59,7.8,7.78
2024-07-29,7.47,7.64,7.57
2024-07-30,7.54,7.55,7.47
2024-07-31,7.7,7.73,7.51
2024-08-01,7.7,7.78,7.68
2024-08-02,7.81,7.87,7.68
2024-08-05,7.66,7.95,7.81
2024-08-06,7.72,7.77,7.7
2024-08-07,7.68,7.77,7.71
2024-08-08,7.72,7.77,7.66
2024-08-09,7.59,7.76,7.71
2024-08-12,7.68,7.74,7.57
2024-08-13,7.67,7.7,7.65
2024-08-14,7.53,7.68,7.66
2024-08-15,7.6,7.67,7.54
2024-08-16,7.65,7.66,7.61
2024-08-19,7.56,7.71,7.62
2024-08-20,7.5,7.59,7.56
2024-08-21,7.46,7.55,7.45
2024-08-22,7.42,7.52,7.46
2024-08-23,7.4,7.46,7.38
2024-08-26,7.29,7.42,7.42
2024-08-27,7.36,7.42,7.29
2024-08-28,7.16,7.35,7.35
2024-08-29,7.25,7.35,7.17
2024-08-30,7.17,7.36,7.25
2024-09-02,7.1,7.27,7.18
2024-09-03,7.11,7.21,7.11
2024-09-04,7.05,7.14,7.1
2024-09-05,7.07,7.11,7.05
2024-09-06,6.96,7.08,7.05
2024-09-09,6.85,7.03,6.95
2024-09-10,6.82,6.88,6.87
2024-09-11,6.81,6.88,6.8
2024-09-12,6.59,6.87,6.81
2024-09-13,6.56,6.61,6.61
2024-09-18,6.51,6.58,6.56
2024-09-19,6.63,6.65,6.55
2024-09-20,6.58,6.64,6.62
2024-09-23,6.51,6.63,6.59
2024-09-24,6.81,6.81,6.56
2024-09-25,6.91,7.08,6.86
2024-09-26,7.15,7.15,6.88
2024-09-27,7.41,7.57,7.24
2024-09-30,7.9,7.93,7.58
2024-10-08,8.13,8.68,8.68
2024-10-09,7.44,8.04,8.0
2024-10-10,7.39,7.74,7.6
2024-10-11,7.14,7.39,7.38
2024-10-14,7.16,7.23,7.14
2024-10-15,7.18,7.31,7.19
2024-10-16,7.19,7.27,7.15
2024-10-17,7.05,7.27,7.24
2024-10-18,7.23,7.35,7.05
2024-10-21,7.16,7.26,7.24
2024-10-22,7.25,7.27,7.17
2024-10-23,7.39,7.4,7.26
2024-10-24,7.38,7.52,7.4
2024-10-25,7.4,7.43,7.36
2024-10-28,7.56,7.56,7.4
2024-10-29,7.46,7.65,7.62
2024-10-30,7.4,7.49,7.43
2024-10-31,7.36,7.44,7.4
2024-11-01,7.35,7.45,7.36
2024-11-04,7.41,7.43,7.33
2024-11-05,7.54,7.54,7.42
2024-11-06,7.5,7.58,7.54
2024-11-07,7.72,7.72,7.42
2024-11-08,7.71,7.87,7.8
2024-11-11,7.72,7.77,7.67
2024-11-12,7.72,7.89,7.72
2024-11-13,7.73,7.83,7.69
2024-11-14,7.54,7.75,7.73
2024-11-15,7.46,7.61,7.52
2024-11-18,7.44,7.61,7.46
2024-11-19,7.57,7.57,7.46
2024-11-20,7.65,7.69,7.53
2024-11-21,7.71,7.77,7.64
2024-11-22,7.45,7.71,7.71
2024-11-25,7.44,7.51,7.46
2024-11-26,7.46,7.58,7.43
2024-11-27,7.58,7.59,7.44
2024-11-28,7.51,7.6,7.58
2024-11-29,7.52,7.59,7.49
2024-12-02,7.54,7.56,7.5
2024-12-03,7.53,7.54,7.54
2024-12-04,7.46,7.55,7.51
2024-12-05,7.44,7.46,7.44
2024-12-06,7.51,7.52,7.42
2024-12-09,7.48,7.61,7.5
2024-12-10,7.49,7.66,7.62
2024-12-11,7.65,7.7,7.56
2024-12-12,7.72,7.73,7.65
2024-12-13,7.5,7.77,7.69
2024-12-16,7.42,7.53,7.5
2024-12-17,7.31,7.43,7.42
2024-12-18,7.26,7.36,7.33
2024-12-19,7.25,7.25,7.21
2024-12-20,7.22,7.27,7.24
2025-01-07,6.87,6.94,6.93
2025-01-08,6.73,7.02,6.86
2025-01-09,6.84,7.02,6.83
2025-01-10,6.66,6.84,6.82
2025-01-13,6.62,6.75,6.62
2025-01-14,6.86,6.86,6.66
2025-01-15,6.76,6.86,6.84
2025-01-16,6.75,6.84,6.77
2025-01-17,6.83,6.88,6.71
2025-01-20,6.84,6.91,6.88
2025-01-21,6.88,6.92,6.9
2025-01-22,6.85,6.88,6.88
2025-01-23,6.87,6.94,6.9
2025-01-24,6.91,6.92,6.87
2025-01-27,6.97,7.02,6.92
2025-02-05,7.05,7.09,6.97
2025-02-06,7.04,7.07,7.05
2025-02-07,7.06,7.09,7.02
2025-02-10,7.08,7.1,7.06
2025-02-11,7.04,7.09,7.09
2025-02-12,7.0,7.05,7.05
2025-02-13,6.96,7.02,7.01
2025-02-14,7.04,7.04,6.99
2025-02-17,7.05,7.08,7.04
2025-02-18,6.94,7.05,7.03
2025-02-19,6.95,6.96,6.95
2025-02-20,6.95,7.04,6.95
2025-02-21,6.77,6.99,6.95
2025-02-24,6.8,6.85,6.78
2025-02-25,6.79,6.82,6.78
2025-02-26,6.8,6.82,6.78
2025-02-27,6.87,6.94,6.84
2025-02-28,6.76,6.9,6.86
2025-03-03,6.78,6.85,6.76
2025-03-04,6.86,6.87,6.81
2025-03-05,6.8,6.86,6.84
2025-03-06,6.86,6.87,6.82
2025-03-07,6.81,6.87,6.84
2025-03-10,6.86,6.87,6.84
2025-03-11,6.9,6.9,6.82
2025-03-12,6.99,7.04,6.94
2025-03-13,7.07,7.07,7.0
2025-03-14,7.08,7.1,7.08
2025-03-17,7.07,7.14,7.08
2025-03-18,7.07,7.11,7.09
2025-03-19,6.99,7.07,7.07
2025-03-20,6.95,7.0,6.99
2025-03-21,6.91,6.98,6.95
2025-03-24,6.82,6.94,6.9
2025-03-25,6.9,6.91,6.83
2025-03-26,6.88,6.94,6.89
2025-03-27,6.93,7.04,7.0
2025-03-28,6.97,7.12,6.94
2025-03-31,6.86,7.04,7.0
2025-04-01,7.03,7.05,6.86
2025-04-02,7.06,7.09,7.02
2025-04-03,7.08,7.1,7.03
2025-04-07,6.82,7.3,7.08
2025-04-08,6.96,7.02,6.8
2025-04-09,6.89,6.93,6.87
2025-04-10,6.89,7.0,6.89
2025-04-11,6.87,6.93,6.84
2025-04-14,6.99,7.01,6.88
2025-04-15,6.97,7.06,6.99
2025-04-16,6.89,6.97,6.93
2025-04-17,6.85,6.88,6.86
2025-04-18,6.84,6.92,6.88
2025-04-21,6.84,6.86,6.84
2025-04-22,6.8,6.87,6.86
2025-04-23,6.72,6.83,6.81
2025-04-24,6.72,6.75,6.73
2025-04-25,6.72,6.74,6.72
2025-04-28,6.69,6.73,6.7
2025-04-29,6.69,6.73,6.68
2025-04-30,6.71,6.76,6.69
2025-05-06,6.74,6.74,6.72
2025-05-07,6.82,6.87,6.76
2025-05-08,6.81,6.83,6.8
2025-05-09,6.75,6.82,6.82
2025-05-12,6.78,6.78,6.76
2025-05-13,6.81,6.83,6.8
2025-05-14,6.8,6.81,6.8
2025-05-15,6.76,6.82,6.81
2025-05-16,6.76,6.78,6.76
2025-05-19,6.76,6.78,6.77
2025-05-20,6.79,6.82,6.76
2025-05-21,6.8,6.83,6.8
2025-05-22,6.85,6.93,6.84
2025-05-23,6.8,6.89,6.84
2025-05-26,6.78,6.81,6.79
2025-05-27,6.79,6.82,6.79
2025-05-28,6.76,6.8,6.79
2025-05-29,6.82,6.84,6.76
2025-05-30,6.81,6.85,6.81
2025-06-03,7.01,7.01,6.84
2025-06-04,7.01,7.04,7.0
2025-06-05,6.97,7.04,7.03
2025-06-06,7.0,7.02,6.97
2025-06-09,6.98,7.02,7.01
2025-06-10,6.95,7.04,7.0
2025-06-11,6.94,6.97,6.95
2025-06-12,6.95,6.97,6.94
2025-06-13,6.89,6.97,6.95
2025-06-16,6.82,6.9,6.88
2025-06-17,6.83,6.87,6.83
2025-06-18,6.82,6.83,6.82
2025-06-19,6.81,6.83,6.8
2025-06-20,6.78,6.83,6.82
2025-06-23,6.83,6.85,6.78
2025-06-24,6.87,6.88,6.84
2025-06-25,6.89,6.89,6.88
2025-06-26,6.93,6.96,6.89
2025-06-27,6.89,6.94,6.92
2025-06-30,6.87,6.91,6.9
","date,5日,20日,60日
2024-09-23,6.545777777777779,6.4738376623376634,6.751828945380374
2024-09-24,6.690222222222222,6.476516017316017,6.702023205157261
2024-09-25,6.93511111111111,6.518764935064934,6.6636937876155224
2024-09-26,7.167777777777778,6.612750216450216,6.641163336355166
2024-09-27,7.445777777777778,6.763128138528138,6.6381330110045065
2024-09-30,7.887777777777778,6.989929437229438,6.6625060562564515
2024-10-08,8.282222222222224,7.274272294372295,6.714423302107727
2024-10-09,7.896222222222224,7.496542424242426,6.770953293797688
2024-10-10,7.344222222222222,7.643777489177492,6.827475315403793
2024-10-11,7.062444444444442,7.694141991341992,6.875874172143738
2024-10-14,7.001777777777778,7.677763636363638,6.916003695449623
2024-10-15,7.09111111111111,7.626636796536796,6.948474050011332
2024-10-16,7.168444444444444,7.55401515151515,6.974487409030244
2024-10-17,7.101333333333334,7.454996536796537,6.9931473458235756
2024-10-18,7.138000000000001,7.359625108225108,7.012657915942684
2024-10-21,7.195555555555557,7.265869696969697,7.031731705320943
2024-10-22,7.233999999999999,7.196548051948051,7.053206750018886
2024-10-23,7.365555555555556,7.175760606060605,7.0797913487446795
2024-10-24,7.440888888888889,7.187893073593074,7.1100214172395555
2024-10-25,7.436444444444445,7.224694372294373,7.1433927060512215
2024-10-28,7.526888888888888,7.287195238095238,7.182733405101863
2024-10-29,7.543333333333333,7.348553246753248,7.223513484928609
2024-10-30,7.438,7.398128571428572,7.2632372264611815
2024-10-31,7.348888888888889,7.430793506493508,7.299865320692
2024-11-01,7.31911111111111,7.445187445887447,7.332608307521845
2024-11-04,7.3677777777777775,7.454749350649349,7.362914299564353
2024-11-05,7.504222222222222,7.472939393939394,7.393415930094936
2024-11-06,7.5619999999999985,7.48952857142857,7.422190715418901
2024-11-07,7.677111111111109,7.52686277056277,7.454360051371156
2024-11-08,7.777111111111111,7.572935064935066,7.488401633048777
2024-11-11,7.77111111111111,7.621272294372294,7.5231516960036275
2024-11-12,7.743555555555555,7.6694246753246755,7.557031017853995
2024-11-13,7.7331111111111115,7.712429437229437,7.589106362217017
2024-11-14,7.606888888888889,7.728787012987013,7.613937403993854
2024-11-15,7.43888888888889,7.715588744588745,7.63026165294251
2024-11-18,7.3757777777777775,7.678871428571428,7.6386782188814175
2024-11-19,7.479111111111112,7.642546753246753,7.64461031578152
2024-11-20,7.639555555555557,7.6213012987013,7.651680346755307
2024-11-21,7.742000000000001,7.6175818181818205,7.661726687819495
2024-11-22,7.587999999999998,7.598183549783551,7.668424592682129
2024-11-25,7.401777777777778,7.5658021645021645,7.672281238195967
2024-11-26,7.389777777777778,7.529133766233767,7.673866107627611
2024-11-27,7.5151111111111115,7.508240692640693,7.675796725088769
2024-11-28,7.563777777777779,7.498552380952381,7.675583666994034
2024-11-29,7.531999999999999,7.496747186147187,7.673377275817785
2024-12-02,7.5311111111111115,7.499558008658011,7.67017279846894
2024-12-03,7.536222222222224,7.500937229437231,7.6662818173805745
2024-12-04,7.485555555555556,7.494901731601732,7.659837645740475
2024-12-05,7.427777777777777,7.483451515151517,7.650596881216792
2024-12-06,7.462,7.479269264069266,7.6405868965777755
2024-12-09,7.495333333333332,7.477326406926409,7.629525729646699
2024-12-10,7.493555555555555,7.477651948051948,7.618107520586237
2024-12-11,7.5986666666666665,7.494796536796537,7.610445701442927
2024-12-12,7.740222222222222,7.529411688311688,7.60776402634031
2024-12-13,7.635111111111111,7.55061471861472,7.603898932285764
2024-12-16,7.424666666666666,7.551096103896105,7.59676991261867
2024-12-17,7.277999999999999,7.5237298701298725,7.5839563722897925
2024-12-18,7.20311111111111,7.475430303030303,7.565329814157287
2024-12-19,7.196888888888888,7.419119480519481,7.541745807207071
2024-12-20,7.2,7.3584376623376615,7.513845779506937
2025-01-07,6.968000000000001,7.262840692640691,7.475170299161442
2025-01-08,6.673111111111112,7.134260173160172,7.425994793634006
2025-01-09,6.669111111111111,7.0044896103896095,7.372250138500668
2025-01-10,6.672444444444444,6.869801298701299,7.311970077560373
2025-01-13,6.591333333333332,6.746829437229437,7.246608741910301
2025-01-14,6.730444444444443,6.668730303030301,7.184163424491955
2025-01-15,6.829111111111111,6.6168987012987,7.123215393719626
2025-01-16,6.782222222222221,6.588414718614717,7.064969781672585
2025-01-17,6.799777777777777,6.585950216450216,7.011808289894489
2025-01-20,6.849555555555555,6.602255844155843,6.963681177759312
2025-01-21,6.887333333333334,6.640314718614718,6.921375739719474
2025-01-22,6.882000000000001,6.686947619047619,6.883235230792478
2025-01-23,6.868888888888889,6.735159307359306,6.848863589433658
2025-01-24,6.898666666666668,6.7850121212121195,6.819237440507669
2025-01-27,6.963555555555556,6.836370562770561,6.7952056986729135
2025-02-05,7.051555555555555,6.892145887445887,6.777795988517037
2025-02-06,7.085555555555555,6.946469696969696,6.765871760973029
2025-02-07,7.079555555555555,6.9965069264069255,6.759124518395408
2025-02-10,7.086222222222223,7.040322510822511,6.757218018936818
2025-02-11,7.0646666666666675,7.071470995670995,6.758187114401551
2025-02-12,7.009999999999999,7.086900865800866,6.760420796504746
2025-02-13,6.954666666666667,7.086065800865802,6.762604121024402
2025-02-14,6.9879999999999995,7.082476623376623,6.766741828460626
2025-02-17,7.052,7.078656709956709,6.77326726851502
2025-02-18,6.995333333333332,7.063235497835498,6.779715475560926
2025-02-19,6.928,7.041454112554112,6.78679805973156
2025-02-20,6.926222222222222,7.01608225108225,6.794893769988164
2025-02-21,6.820666666666667,6.972060173160173,6.799763006471758
2025-02-24,6.740666666666666,6.923617748917749,6.802842323285739
2025-02-25,6.753555555555555,6.875304761904763,6.80429802195865
2025-02-26,6.782,6.833138095238096,6.805085971141496
2025-02-27,6.846000000000001,6.808044588744589,6.807257202034699
2025-02-28,6.817555555555555,6.7832354978354985,6.807800810858451
2025-03-03,6.7635555555555555,6.7628796536796525,6.807582628239027
2025-03-04,6.817333333333333,6.756636796536798,6.808726914456953
2025-03-05,6.835999999999999,6.754497402597403,6.809065510815643
2025-03-06,6.845111111111112,6.7640264069264076,6.810053694190527
2025-03-07,6.836000000000001,6.775587445887446,6.810132217773414
2025-03-10,6.841111111111111,6.790858874458874,6.810456775200826
2025-03-11,6.8919999999999995,6.812201298701299,6.812060493314196
2025-03-12,6.979777777777779,6.844645887445888,6.816655794364282
2025-03-13,7.082444444444445,6.891322077922078,6.825447080154112
2025-03-14,7.127555555555556,6.945375324675325,6.837836789554531
2025-03-17,7.1082222222222216,6.997409090909092,6.852494075948731
2025-03-18,7.0808888888888895,7.041662337662338,6.868670022160109
2025-03-19,7.0168888888888885,7.068152380952382,6.883586034096348
2025-03-20,6.941111111111112,7.075610822510823,6.896029739870565
2025-03-21,6.891111111111111,7.0654865800865805,6.9050722343934945
2025-03-24,6.8197777777777775,7.033969696969697,6.909074557427414
2025-03-25,6.832444444444445,6.998976623376623,6.9111432537584045
2025-03-26,6.878666666666667,6.962126406926409,6.911541210244012
2025-03-27,6.918444444444444,6.932835064935065,6.912178225176902
2025-03-28,6.971555555555554,6.916662337662338,6.914420418775653
2025-03-31,6.920222222222223,6.898589610389609,6.9156210244012986
2025-04-01,6.959777777777778,6.899620346320347,6.920216508020447
2025-04-02,7.071555555555555,6.9175774891774875,6.928295214172396
2025-04-03,7.115333333333333,6.948530303030303,6.939321220820427
2025-04-07,6.936444444444444,6.958743722943723,6.946275685578304
2025-04-08,6.856444444444445,6.9651203463203455,6.952680655234068
2025-04-09,6.884222222222223,6.960118181818183,6.956621137720028
2025-04-10,6.880222222222223,6.949054545454546,6.958327510009822
2025-04-11,6.8677777777777775,6.935011688311687,6.957248665357207
2025-04-14,6.94,6.9302043290043285,6.956994182971974
2025-04-15,7.001777777777778,6.931608658008659,6.957224018533909
2025-04-16,6.941111111111113,6.926743290043291,6.956365289214577
2025-04-17,6.849555555555555,6.913531601731601,6.953354102137948
2025-04-18,6.8117777777777775,6.894241558441559,6.948390439676663
2025-04-21,6.817333333333334,6.875623376623378,6.941773859887689
2025-04-22,6.804444444444443,6.854954545454545,6.932762635038151
2025-04-23,6.733999999999999,6.826516450216448,6.919791128402708
2025-04-24,6.687777777777776,6.793944588744587,6.904016915967866
2025-04-25,6.694222222222223,6.760808658008658,6.886562426028052
2025-04-28,6.690222222222222,6.7273497835497835,6.867581891667298
2025-04-29,6.6802222222222225,6.698258441558442,6.847902627735388
2025-04-30,6.695333333333333,6.677758441558441,6.828718314824607
2025-05-06,6.731999999999999,6.668465367965368,6.811318085668958
2025-05-07,6.806000000000002,6.67657922077922,6.797775339326635
2025-05-08,6.844888888888889,6.694688311688312,6.787307521845333
2025-05-09,6.7924444444444445,6.711911688311689,6.77793666112664
2025-05-12,6.760888888888889,6.729920779220781,6.7700412291304675
2025-05-13,6.792666666666666,6.7493978354978355,6.763903697967817
2025-05-14,6.812444444444445,6.768211688311689,6.758739801314497
2025-05-15,6.780666666666668,6.781489177489176,6.7532622006496945
2025-05-16,6.7506666666666675,6.788383982683982,6.747489631336406
2025-05-19,6.748888888888891,6.789338961038959,6.741601728740148
2025-05-20,6.775333333333335,6.789350216450214,6.736669392611619
2025-05-21,6.803777777777778,6.790204761904761,6.732948188159452
2025-05-22,6.8439999999999985,6.7975844155844145,6.731702960136991
2025-05-23,6.835999999999999,6.8038978354978354,6.731395035380625
2025-05-26,6.788444444444444,6.805738095238096,6.731548538188412
2025-05-27,6.773777777777777,6.805040692640692,6.732277826043161
2025-05-28,6.762888888888888,6.799517748917748,6.732699768326157
2025-05-29,6.791333333333333,6.798872294372293,6.734191502354512
2025-05-30,6.821999999999999,6.800751515151515,6.736453703004206
2025-06-03,6.953555555555554,6.825180519480519,6.744304890332653
2025-06-04,7.066666666666667,6.863199999999997,6.756965954017778
2025-06-05,7.03688888888889,6.902002597402595,6.772501108005337
2025-06-06,7.001333333333332,6.940314718614718,6.790791260607891
2025-06-09,6.988444444444444,6.971178787878787,6.810458701619198
2025-06-10,6.958222222222223,6.992438528138527,6.829855701191106
2025-06-11,6.932444444444446,7.0047,6.848101848354361
2025-06-12,6.934444444444445,7.009991774891773,6.864856689582233
2025-06-13,6.9062222222222225,7.002757142857142,6.8787881884112725
2025-06-16,6.828222222222223,6.979311255411256,6.888574796655839
2025-06-17,6.792888888888889,6.946018614718616,6.895004016519353
2025-06-18,6.800888888888889,6.908812987012988,6.898470014605526
2025-06-19,6.804222222222221,6.873062770562771,6.899387405252953
2025-06-20,6.784222222222222,6.838848051948053,6.897712000453276
2025-06-23,6.801777777777779,6.813705194805195,6.895382979527084
2025-06-24,6.860666666666667,6.8014212121212125,6.8938254199088425
2025-06-25,6.903777777777777,6.801518181818182,6.893597642970462
2025-06-26,6.937555555555556,6.814814285714286,6.895426034348167
2025-06-27,6.92488888888889,6.831714285714284,6.8979410679660536
2025-06-30,6.879777777777778,6.847317316017315,6.900343487950441
"
1574,CN,technical,统计福耀玻璃在2021年06月23日到2022年02月14日的10、20、30日赫尔移动平均线空头排列的天数占比（%）。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,31.5476,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2021-04-15,44.3,44.9,43.99
2021-04-16,45.07,45.7,45.19
2021-04-19,49.58,49.58,45.05
2021-04-20,49.16,49.97,48.51
2021-04-21,48.3,49.5,49.46
2021-04-22,48.73,48.99,48.98
2021-04-23,48.66,49.55,48.6
2021-04-26,50.56,52.0,48.7
2021-04-27,50.82,51.5,50.85
2021-04-28,51.1,51.35,50.8
2021-04-29,51.21,51.49,51.08
2021-04-30,51.33,53.0,51.25
2021-05-06,49.4,51.05,51.0
2021-05-07,48.49,50.0,49.3
2021-05-10,48.97,49.13,48.49
2021-05-11,47.65,48.47,48.46
2021-05-12,48.79,49.28,47.43
2021-05-13,47.44,48.68,48.43
2021-05-14,48.96,49.17,47.97
2021-05-17,50.9,51.28,48.97
2021-05-18,50.6,51.0,50.91
2021-05-19,51.26,51.5,50.17
2021-05-20,50.25,51.7,50.91
2021-05-21,49.78,51.26,50.71
2021-05-24,49.9,50.04,49.78
2021-05-25,50.9,51.18,50.08
2021-05-26,50.45,52.58,51.01
2021-05-27,50.91,51.18,50.63
2021-05-28,51.5,52.16,51.12
2021-05-31,52.29,52.38,51.64
2021-06-01,51.1,52.1,51.6
2021-06-02,50.23,52.35,51.28
2021-06-03,50.63,52.3,50.4
2021-06-04,53.88,54.5,50.43
2021-06-07,53.2,54.87,53.88
2021-06-08,53.73,54.73,53.0
2021-06-09,56.15,56.3,53.01
2021-06-10,56.21,56.85,55.3
2021-06-11,57.99,58.86,56.5
2021-06-15,57.66,59.92,58.0
2021-06-16,54.24,57.6,57.6
2021-06-17,54.91,55.71,54.24
2021-06-18,55.99,56.43,55.63
2021-06-21,58.92,59.13,55.94
2021-06-22,58.79,59.51,59.39
2021-06-23,59.96,60.54,58.39
2021-06-24,58.28,60.2,59.97
2021-06-25,57.32,58.6,58.6
2021-06-28,57.62,58.31,57.33
2021-06-29,56.7,57.62,57.62
2021-06-30,55.85,56.91,56.7
2021-07-01,54.25,55.72,55.17
2021-07-02,54.4,54.83,54.5
2021-07-05,53.0,54.41,54.4
2021-07-06,52.64,53.6,52.79
2021-07-07,54.94,55.24,52.64
2021-07-08,53.64,55.14,54.6
2021-07-09,53.95,54.0,53.09
2021-07-12,54.5,55.0,53.88
2021-07-13,53.95,55.42,55.1
2021-07-14,51.06,54.19,54.19
2021-07-15,51.02,51.69,51.31
2021-07-16,51.7,52.52,51.29
2021-07-19,51.5,52.32,52.11
2021-07-20,51.2,51.86,51.5
2021-07-21,51.64,52.19,51.33
2021-07-22,50.71,52.0,51.99
2021-07-23,49.18,51.15,51.13
2021-07-26,48.01,49.2,49.19
2021-07-27,46.12,48.54,48.1
2021-07-28,47.46,47.95,44.7
2021-07-29,49.97,50.25,47.8
2021-07-30,48.3,49.9,49.9
2021-08-02,50.73,51.0,48.18
2021-08-03,51.75,52.0,50.73
2021-08-04,53.8,54.45,51.8
2021-08-05,53.99,54.78,53.58
2021-08-06,53.52,56.66,55.71
2021-08-09,54.4,55.58,53.46
2021-08-10,52.72,54.9,54.5
2021-08-11,51.09,52.7,52.42
2021-08-12,51.92,52.14,51.29
2021-08-13,50.89,52.42,51.48
2021-08-16,51.0,51.26,50.7
2021-08-17,48.92,51.28,50.4
2021-08-18,47.66,49.48,49.3
2021-08-19,48.39,48.8,47.35
2021-08-20,47.16,48.23,47.99
2021-08-23,47.9,47.92,47.2
2021-08-24,48.43,48.88,47.91
2021-08-25,47.66,48.5,48.44
2021-08-26,46.84,47.66,47.66
2021-08-27,46.71,47.41,46.7
2021-08-30,48.33,48.38,46.98
2021-08-31,47.9,48.85,48.85
2021-09-01,48.12,48.4,47.79
2021-09-02,47.15,48.0,47.92
2021-09-03,46.19,46.8,46.52
2021-09-06,46.54,46.92,46.2
2021-09-07,47.31,47.46,46.59
2021-09-08,46.64,47.33,47.18
2021-09-09,46.29,46.81,46.64
2021-09-10,46.13,46.8,46.26
2021-09-13,45.13,46.1,46.1
2021-09-14,46.9,47.98,45.08
2021-09-15,46.19,46.99,46.99
2021-09-16,44.77,46.18,46.18
2021-09-17,44.58,45.19,44.77
2021-09-22,43.51,44.0,43.92
2021-09-23,44.19,45.0,43.63
2021-09-24,45.02,45.52,44.2
2021-09-27,45.03,45.42,44.87
2021-09-28,43.88,44.95,44.85
2021-09-29,41.83,43.52,43.51
2021-09-30,42.25,42.38,41.83
2021-10-08,43.1,43.95,41.84
2021-10-11,45.85,46.0,43.1
2021-10-12,46.28,47.57,45.86
2021-10-13,47.44,48.05,46.28
2021-10-14,49.3,49.63,47.2
2021-10-15,49.27,49.8,49.22
2021-10-18,49.12,49.48,49.13
2021-10-19,49.3,49.75,49.08
2021-10-20,49.36,50.5,49.3
2021-10-21,49.4,50.05,49.34
2021-10-22,49.55,50.08,49.4
2021-10-25,50.2,51.1,49.55
2021-10-26,51.75,52.73,50.58
2021-10-27,50.6,51.65,51.54
2021-10-28,50.0,50.9,49.97
2021-10-29,49.4,50.0,49.1
2021-11-01,48.35,49.46,49.04
2021-11-02,50.5,51.0,48.01
2021-11-03,49.4,51.2,50.02
2021-11-04,50.8,51.5,49.51
2021-11-05,51.0,51.77,51.5
2021-11-08,49.26,51.33,50.99
2021-11-09,47.17,49.45,49.45
2021-11-10,46.37,47.75,46.88
2021-11-11,47.07,48.39,46.37
2021-11-12,47.31,47.54,47.32
2021-11-15,47.82,50.18,47.59
2021-11-16,47.7,48.19,47.83
2021-11-17,47.88,48.01,47.7
2021-11-18,46.41,47.7,47.7
2021-11-19,46.6,46.86,46.4
2021-11-22,48.55,49.11,46.81
2021-11-23,48.28,48.8,48.55
2021-11-24,47.29,48.49,48.27
2021-11-25,46.8,47.26,47.15
2021-11-26,46.15,46.8,46.8
2021-11-29,45.85,46.4,45.74
2021-11-30,45.99,46.44,45.61
2021-12-01,45.33,46.4,46.0
2021-12-02,45.52,46.07,45.13
2021-12-03,45.3,45.75,45.52
2021-12-06,45.64,46.25,45.15
2021-12-07,45.1,46.05,45.75
2021-12-08,45.03,45.45,45.45
2021-12-09,46.86,47.35,45.04
2021-12-10,46.2,46.68,46.67
2021-12-13,46.27,46.8,45.97
2021-12-14,45.54,46.2,46.0
2021-12-15,45.65,46.35,45.3
2021-12-16,46.11,46.15,45.49
2021-12-17,45.14,45.98,45.9
2021-12-20,44.52,45.33,45.33
2021-12-21,44.78,44.98,44.5
2021-12-22,45.61,45.98,44.9
2021-12-23,47.53,47.88,45.61
2021-12-24,49.07,49.88,48.0
2021-12-27,48.71,49.8,49.04
2021-12-28,48.07,48.82,48.34
2021-12-29,47.77,48.15,47.95
2021-12-30,47.5,48.38,47.77
2021-12-31,47.14,47.75,47.55
2022-01-04,46.9,48.33,47.47
2022-01-05,47.1,47.35,46.9
2022-01-06,46.04,47.0,46.6
2022-01-07,46.97,47.33,46.1
2022-01-10,48.3,48.43,46.67
2022-01-11,47.1,48.28,48.15
2022-01-12,47.15,47.31,47.08
2022-01-13,46.66,47.48,47.13
2022-01-14,48.03,48.4,46.5
2022-01-17,48.75,49.6,48.02
2022-01-18,49.18,49.6,48.8
2022-01-19,47.87,48.9,48.57
2022-01-20,49.15,49.6,47.7
2022-01-21,48.61,49.01,48.89
2022-01-24,49.04,49.45,48.61
2022-01-25,48.61,49.58,48.6
2022-01-26,50.1,50.3,48.61
2022-01-27,49.2,50.37,50.0
2022-01-28,47.58,49.1,48.76
2022-02-07,48.27,48.78,47.65
2022-02-08,47.48,48.14,48.0
2022-02-09,48.48,48.68,47.1
2022-02-10,48.38,48.48,48.48
2022-02-11,46.79,47.85,47.54
2022-02-14,46.06,46.8,46.68
","date,10日,20日,30日
2021-06-04,51.55727272727273,51.64534025974025,51.50613799283153
2021-06-07,52.25539393939395,52.016219480519474,51.779996057347674
2021-06-08,53.130505050505064,52.499099999999984,52.12950179211469
2021-06-09,54.412474747474754,53.250171861471856,52.6717082437276
2021-06-10,55.69012121212122,54.08935064935065,53.32898136200718
2021-06-11,57.00228282828284,55.13175930735931,54.13047132616489
2021-06-15,57.981808080808094,56.185906926406936,54.98405663082437
2021-06-16,57.722959595959594,56.77292597402597,55.6076064516129
2021-06-17,56.80434343434343,57.04519913419914,56.04856415770608
2021-06-18,56.01820202020201,57.15283549783551,56.39605017921146
2021-06-21,56.316101010101,57.45762034632035,56.83974982078851
2021-06-22,57.21111111111111,57.91390995670996,57.35457455197132
2021-06-23,58.59134343434343,58.51651515151515,57.99666774193549
2021-06-24,59.39645454545454,58.93827662337662,58.57601146953406
2021-06-25,59.36192929292929,59.06376536796538,58.98344444444445
2021-06-28,58.785545454545456,59.01662294372295,59.22391111111112
2021-06-29,57.91952525252526,58.785955411255415,59.2762788530466
2021-06-30,56.88294949494949,58.409450216450225,59.12895985663082
2021-07-01,55.65025252525252,57.7613329004329,58.75348924731183
2021-07-02,54.62527272727274,56.95208874458874,58.24284838709678
2021-07-05,53.60738383838384,55.9375748917749,57.57066738351255
2021-07-06,52.7499595959596,54.84899264069264,56.80427598566309
2021-07-07,52.723080808080795,54.0784051948052,56.15944408602151
2021-07-08,52.96660606060605,53.48795238095239,55.550535483870966
2021-07-09,53.341131313131314,53.124410822510825,54.996678136200714
2021-07-12,53.79740404040404,52.98833030303031,54.53470179211469
2021-07-13,54.104989898989906,52.94169177489177,54.12240967741936
2021-07-14,53.46940404040405,52.67836147186148,53.57731469534051
2021-07-15,52.41005050505051,52.28213463203463,52.97900860215055
2021-07-16,51.52681818181819,51.89922943722943,52.41742078853047
2021-07-19,50.99579797979798,51.57071298701298,51.908274910394276
2021-07-20,50.73311111111112,51.296014285714286,51.46699534050179
2021-07-21,50.84874747474748,51.08960865800867,51.14737813620072
2021-07-22,50.89274747474749,50.84595194805195,50.86989784946237
2021-07-23,50.456090909090925,50.436198268398265,50.52831899641577
2021-07-26,49.51114141414141,49.83225151515152,50.07921218637992
2021-07-27,48.05005050505051,48.96273766233766,49.44483978494624
2021-07-28,46.938616161616174,48.1658316017316,48.77655663082437
2021-07-29,46.98165656565658,47.77163982683982,48.29590716845879
2021-07-30,47.426696969696984,47.52176580086579,47.90064874551971
2021-08-02,48.530020202020204,47.653810389610385,47.7525770609319
2021-08-03,49.981828282828275,48.11665541125541,47.870608243727595
2021-08-04,51.805181818181815,48.98349567099567,48.29455842293906
2021-08-05,53.37563636363637,50.12780909090909,48.917805376344084
2021-08-06,54.39820202020203,51.29901904761905,49.632937992831536
2021-08-09,54.971818181818186,52.47363506493507,50.41519892473117
2021-08-10,54.77073737373738,53.34560043290041,51.10287598566309
2021-08-11,53.74220202020202,53.7299922077922,51.5845559139785
2021-08-12,52.66405050505051,53.816628138528145,51.96106308243728
2021-08-13,51.63524242424243,53.588264502164506,52.19841577060932
2021-08-16,50.90762626262627,53.17942077922079,52.33418064516129
2021-08-17,50.023929292929296,52.46231212121213,52.273850179211465
2021-08-18,48.954151515151516,51.42760086580087,51.978309677419354
2021-08-19,48.09058585858586,50.358206060606065,51.54018422939069
2021-08-20,47.32052525252524,49.24759740259741,50.94469139784946
2021-08-23,46.961474747474746,48.319270995671005,50.295093189964156
2021-08-24,47.087393939393934,47.68077835497836,49.68070609318997
2021-08-25,47.32776767676768,47.21014588744588,49.07588530465951
2021-08-26,47.30152525252526,46.80749567099567,48.45647992831542
2021-08-27,47.08327272727274,46.460371428571435,47.8576182795699
2021-08-30,47.19018181818183,46.36257186147186,47.40021362007169
2021-08-31,47.4049393939394,46.44418831168831,47.05818566308243
2021-09-01,47.72254545454546,46.67734199134198,46.84638387096775
2021-09-02,47.7790505050505,46.864162337662336,46.68142007168459
2021-09-03,47.4229292929293,46.87427532467532,46.49588996415772
2021-09-06,46.91384848484848,46.79552467532467,46.316222580645174
2021-09-07,46.683979797979795,46.753102597402595,46.212332974910396
2021-09-08,46.55349494949494,46.70469090909091,46.137883870967734
2021-09-09,46.43658585858585,46.62877445887447,46.07553261648745
2021-09-10,46.291828282828284,46.498441991342,46.01774659498207
2021-09-13,45.913919191919184,46.2131,45.89328709677419
2021-09-14,45.87206060606061,46.05440173160173,45.83004050179211
2021-09-15,45.924424242424244,45.940248917748924,45.7863129032258
2021-09-16,45.70708080808081,45.735470995671,45.67565017921148
2021-09-17,45.2508888888889,45.46621861471862,45.503530465949815
2021-09-22,44.535828282828284,45.02611861471861,45.22275591397849
2021-09-23,43.96348484848485,44.594323809523814,44.90848817204301
2021-09-24,43.851292929292946,44.32412510822511,44.65264731182796
2021-09-27,44.12224242424242,44.19861038961039,44.473891397849464
2021-09-28,44.24725252525253,44.06960432900432,44.29341111111112
2021-09-29,43.718353535353536,43.70781861471861,43.98920286738351
2021-09-30,42.956909090909086,43.23279090909091,43.6154046594982
2021-10-08,42.454212121212116,42.84290476190476,43.25956774193548
2021-10-11,42.974777777777774,42.8869051948052,43.117770609318995
2021-10-12,44.16349494949494,43.30109350649351,43.192289605734764
2021-10-13,45.78399999999999,44.038590476190485,43.51015304659498
2021-10-14,47.62805050505051,45.091957142857154,44.09213082437275
2021-10-15,49.16192929292928,46.23673073593075,44.83133620071685
2021-10-18,50.03708080808081,47.35038831168832,45.62830537634409
2021-10-19,50.35873737373737,48.37376666666667,46.43973369175627
2021-10-20,50.31507070707071,49.24981082251081,47.22078637992831
2021-10-21,50.08415151515152,49.94329567099567,47.936178494623654
2021-10-22,49.86885858585858,50.43889220779221,48.58754372759857
2021-10-25,49.89762626262626,50.7893264069264,49.21196344086021
2021-10-26,50.43295959595958,51.17415064935064,49.89151433691755
2021-10-27,50.87061616161615,51.42511212121212,50.51199677419355
2021-10-28,50.96171717171717,51.48950173160173,51.005177777777774
2021-10-29,50.61000000000001,51.35138917748918,51.318232974910394
2021-11-01,49.8290606060606,50.96357359307359,51.39054695340503
2021-11-02,49.46372727272726,50.68841385281386,51.402760573476705
2021-11-03,49.26987878787878,50.40755324675325,51.316430107526884
2021-11-04,49.593353535353536,50.296232034632034,51.255662365591405
2021-11-05,50.147070707070704,50.3260264069264,51.240332974910395
2021-11-08,50.33065656565657,50.227352813852804,51.15273548387097
2021-11-09,49.597454545454546,49.829561904761896,50.865288172043016
2021-11-10,48.29498989898989,49.16896147186147,50.39087598566309
2021-11-11,47.12475757575758,48.47950259740259,49.8295870967742
2021-11-12,46.45237373737373,47.895320779220775,49.252774551971335
2021-11-15,46.42851515151515,47.503588311688304,48.742958064516145
2021-11-16,46.7939090909091,47.23099913419913,48.312969534050175
2021-11-17,47.30042424242424,47.06642077922078,47.977288888888886
2021-11-18,47.345353535353546,46.822597402597395,47.62816164874552
2021-11-19,47.12081818181818,46.58002510822511,47.29062222222221
2021-11-22,47.25282828282828,46.6090896103896,47.09269498207886
2021-11-23,47.60102020202021,46.82179696969697,46.98930394265233
2021-11-24,47.76027272727273,47.0426168831169,46.908534050179206
2021-11-25,47.62919191919192,47.150395238095236,46.82399390681003
2021-11-26,47.175161616161624,47.0620316017316,46.69766344086021
2021-11-29,46.52014141414142,46.8297722943723,46.52832652329748
2021-11-30,45.96362626262627,46.56624285714285,46.36035770609319
2021-12-01,45.49716161616163,46.24858008658008,46.16802652329749
2021-12-02,45.23433333333333,45.953803030303035,45.974698566308234
2021-12-03,45.09015151515152,45.658041125541125,45.774667383512536
2021-12-06,45.140363636363645,45.402509956709956,45.59674336917562
2021-12-07,45.1400303030303,45.15992121212122,45.41145412186379
2021-12-08,45.099999999999994,44.95231688311689,45.229181720430105
2021-12-09,45.46424242424242,44.99746536796537,45.171549820788535
2021-12-10,45.87957575757576,45.152337662337665,45.16756917562725
2021-12-13,46.234171717171726,45.379879220779216,45.20362114695342
2021-12-14,46.26230303030304,45.544124242424246,45.232849103942655
2021-12-15,46.12605050505052,45.64133896103897,45.262705734767025
2021-12-16,45.98666666666668,45.74716883116882,45.31441612903225
2021-12-17,45.71396969696969,45.75533116883117,45.3328641577061
2021-12-20,45.26468686868687,45.635309956709946,45.288301433691764
2021-12-21,44.87092929292928,45.45502943722943,45.2162046594982
2021-12-22,44.81212121212121,45.32740995670996,45.17750537634409
2021-12-23,45.44919191919191,45.46111601731603,45.28584659498208
2021-12-24,46.769606060606066,45.95035064935065,45.60629103942652
2021-12-27,48.11447474747475,46.60150692640692,46.0488064516129
2021-12-28,48.92650505050506,47.22489783549783,46.51031756272401
2021-12-29,49.08687878787879,47.71100606060605,46.924164157706095
2021-12-30,48.74026262626264,48.025069264069245,47.24469641577061
2021-12-31,48.10453535353535,48.18544329004328,47.46294767025089
2022-01-04,47.44565656565657,48.2092935064935,47.5971917562724
2022-01-05,47.01246464646465,48.142541125541115,47.68860573476703
2022-01-06,46.56480808080807,47.884541991342,47.68289964157706
2022-01-07,46.41130303030303,47.59604242424242,47.66332437275987
2022-01-10,46.78319191919192,47.45576580086579,47.71898243727599
2022-01-11,47.12984848484849,47.327037662337645,47.750671684587815
2022-01-12,47.328050505050506,47.242903030303026,47.753158781362
2022-01-13,47.26012121212121,47.126356277056274,47.6925311827957
2022-01-14,47.38061616161616,47.13461861471861,47.65084767025088
2022-01-17,47.75344444444445,47.32950432900433,47.668802867383505
2022-01-18,48.38118181818182,47.68248398268398,47.781198207885296
2022-01-19,48.668888888888894,47.97066363636363,47.886721146953406
2022-01-20,48.96518181818181,48.300375757575765,48.06150824372761
2022-01-21,49.027202020202026,48.557641125541124,48.23638566308244
2022-01-24,49.08038383838383,48.79174372294372,48.425538709677426
2022-01-25,48.98082828282829,48.971929004329,48.59074587813621
2022-01-26,49.24314141414143,49.23525324675324,48.826381003584245
2022-01-27,49.40176767676768,49.44386926406926,49.0404
2022-01-28,49.098383838383846,49.39725151515152,49.12488566308244
2022-02-07,48.66485858585859,49.241921645021634,49.142833333333336
2022-02-08,48.11703030303031,48.93350562770562,49.066748028673835
2022-02-09,47.85242424242424,48.68987316017316,48.97967275985664
2022-02-10,47.83047474747474,48.511508225108244,48.896384946236566
2022-02-11,47.63104040404039,48.21303982683983,48.72508028673836
2022-02-14,47.095333333333315,47.77085367965368,48.43919569892473
"
1575,CN,technical,"时代电气2024年04月17日-2024年06月08日, 对于布林带，收盘价大于下轨的天数占比？（单位：%）（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",100.0,medium,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close
2024-03-19,45.12
2024-03-20,44.18
2024-03-21,43.31
2024-03-22,43.26
2024-03-25,42.46
2024-03-26,43.07
2024-03-27,44.43
2024-03-28,44.71
2024-03-29,47.5
2024-04-01,47.94
2024-04-02,48.88
2024-04-03,47.42
2024-04-08,47.28
2024-04-09,46.97
2024-04-10,46.68
2024-04-11,48.38
2024-04-12,48.74
2024-04-15,51.97
2024-04-16,51.49
2024-04-17,52.47
2024-04-18,52.02
2024-04-19,53.65
2024-04-22,51.36
2024-04-23,50.89
2024-04-24,50.43
2024-04-25,50.0
2024-04-26,50.0
2024-04-29,48.03
2024-04-30,47.72
2024-05-06,49.33
2024-05-07,48.93
2024-05-08,49.0
2024-05-09,49.98
2024-05-10,49.3
2024-05-13,51.75
2024-05-14,50.14
2024-05-15,49.19
2024-05-16,48.05
2024-05-17,48.01
2024-05-20,46.91
2024-05-21,46.86
2024-05-22,46.99
2024-05-23,46.48
2024-05-24,46.84
2024-05-27,48.0
2024-05-28,47.55
2024-05-29,46.28
2024-05-30,46.42
2024-05-31,48.01
2024-06-03,47.2
2024-06-04,48.87
2024-06-05,47.1
2024-06-06,47.73
2024-06-07,47.43
","date,Upper,Middle,Lower,close
2024-04-17,52.66170276215162,46.813,40.964297237848385,52.47
2024-04-18,53.369323852448844,47.158,40.94667614755116,52.02
2024-04-19,54.2902724844749,47.6315,40.97272751552511,53.65
2024-04-22,54.57131565705679,48.034,41.496684342943205,51.36
2024-04-23,54.67868281706672,48.415499999999994,42.15231718293327,50.89
2024-04-24,54.49821463352677,48.814,43.12978536647323,50.43
2024-04-25,54.21150574143406,49.1605,44.10949425856594,50.0
2024-04-26,54.00713266007018,49.439,44.87086733992982,50.0
2024-04-29,53.68935796668214,49.605000000000004,45.52064203331787,48.03
2024-04-30,53.678749807704115,49.616,45.553250192295884,47.72
2024-05-06,53.678140604912976,49.685500000000005,45.692859395087034,49.33
2024-05-07,53.67868214720239,49.688,45.69731785279762,48.93
2024-05-08,53.6356540295043,49.767,45.898345970495704,49.0
2024-05-09,53.59870447831577,49.902,46.205295521684235,49.98
2024-05-10,53.4774725353058,50.0185,46.559527464694206,49.3
2024-05-13,53.446577767199884,50.272,47.09742223280011,51.75
2024-05-14,53.41524467105333,50.36,47.30475532894667,50.14
2024-05-15,53.39603529927887,50.3825,47.36896470072113,49.19
2024-05-16,53.27062240353716,50.1865,47.102377596462844,48.05
2024-05-17,53.17451122705152,50.0125,46.85048877294849,48.01
2024-05-20,52.960398169502554,49.734500000000004,46.508601830497454,46.91
2024-05-21,52.754915928463,49.4765,46.198084071537004,46.86
2024-05-22,51.982050862676225,49.143499999999996,46.30494913732377,46.99
2024-05-23,51.77273841683909,48.8995,46.02626158316092,46.48
2024-05-24,51.551358772123784,48.696999999999996,45.84264122787621,46.84
2024-05-27,51.329555010343846,48.5755,45.82144498965615,48.0
2024-05-28,51.16026504058986,48.452999999999996,45.74573495941013,47.55
2024-05-29,51.03406414815415,48.266999999999996,45.49993585184584,46.28
2024-05-30,51.0677794033207,48.1865,45.305220596679305,46.42
2024-05-31,51.07565406614432,48.201,45.326345933855684,48.01
2024-06-03,50.95172575236891,48.0945,45.237274247631085,47.2
2024-06-04,50.94533443808502,48.091499999999996,45.23766556191497,48.87
2024-06-05,50.849535401112306,47.9965,45.14346459888769,47.1
2024-06-06,50.588909610319746,47.884,45.179090389680255,47.73
2024-06-07,50.42142740302733,47.7905,45.15957259697267,47.43
"
1576,CN,technical,山东黄金从2021年01月29日到2021年03月23日，开盘价大于布林带中轨的天数比例是多少？（单位：%）（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.2424,medium,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close,open
2021-01-04,24.17,23.96
2021-01-05,24.73,24.45
2021-01-06,24.36,24.66
2021-01-07,24.64,24.0
2021-01-08,24.26,24.4
2021-01-11,23.39,23.5
2021-01-12,23.5,23.3
2021-01-13,23.34,23.39
2021-01-14,22.78,23.25
2021-01-15,22.88,22.8
2021-01-18,23.07,22.6
2021-01-19,23.14,23.09
2021-01-20,23.02,23.0
2021-01-21,23.06,23.16
2021-01-22,22.58,22.89
2021-01-25,22.04,22.53
2021-01-26,23.01,22.0
2021-01-27,22.23,22.5
2021-01-28,22.06,22.0
2021-01-29,22.21,22.26
2021-02-01,22.83,22.3
2021-02-02,22.3,22.6
2021-02-03,22.06,22.03
2021-02-04,21.25,22.07
2021-02-05,20.81,20.77
2021-02-08,21.18,20.99
2021-02-09,21.39,21.38
2021-02-10,21.73,21.32
2021-02-18,22.1,21.63
2021-02-19,22.39,21.9
2021-02-22,23.94,22.55
2021-02-23,24.08,24.0
2021-02-24,23.1,23.8
2021-02-25,22.79,23.35
2021-02-26,22.21,22.33
2021-03-01,22.36,22.35
2021-03-02,22.41,22.1
2021-03-03,22.49,22.38
2021-03-04,22.28,22.17
2021-03-05,22.16,22.0
2021-03-08,22.16,22.33
2021-03-09,21.54,21.96
2021-03-10,21.29,21.87
2021-03-11,22.16,21.3
2021-03-12,21.78,22.0
2021-03-15,21.91,21.95
2021-03-16,22.01,21.93
2021-03-17,22.05,21.9
2021-03-18,22.27,22.35
2021-03-19,22.15,21.9
2021-03-22,22.01,21.95
2021-03-23,21.85,21.97
","date,Upper,Middle,Lower,open
2021-01-29,24.85428232759618,23.2235,21.592717672403822,22.26
2021-02-01,24.7355158327262,23.1565,21.577484167273802,22.3
2021-02-02,24.479222974474517,23.035000000000004,21.59077702552549,22.6
2021-02-03,24.288166656515216,22.92,21.551833343484788,22.03
2021-02-04,24.06315341960474,22.750500000000002,21.437846580395266,22.07
2021-02-05,23.956921317552236,22.577999999999996,21.199078682447755,20.77
2021-02-08,23.920632822559586,22.467499999999998,21.01436717744041,20.99
2021-02-09,23.80632129389551,22.362000000000002,20.917678706104493,21.38
2021-02-10,23.67746955554195,22.2815,20.885530444458052,21.32
2021-02-18,23.62626575240321,22.2475,20.868734247596787,21.63
2021-02-19,23.573053332279873,22.223,20.872946667720125,21.9
2021-02-22,23.77023235650497,22.2665,20.76276764349503,22.55
2021-02-23,23.97408152464731,22.313499999999998,20.652918475352685,24.0
2021-02-24,23.985239488049615,22.3175,20.649760511950383,23.8
2021-02-25,23.951730560498284,22.304,20.656269439501713,23.35
2021-02-26,23.92872213957821,22.2855,20.64227786042179,22.33
2021-03-01,23.941076469701855,22.3015,20.661923530298147,22.35
2021-03-02,23.879782002635103,22.271499999999996,20.66321799736489,22.1
2021-03-03,23.895431097222968,22.2845,20.673568902777035,22.38
2021-03-04,23.903150148508683,22.2955,20.68784985149132,22.17
2021-03-05,23.90132956821666,22.293,20.68467043178334,22.0
2021-03-08,23.849499685534557,22.2595,20.66950031446544,22.33
2021-03-09,23.84184903647331,22.2215,20.60115096352669,21.96
2021-03-10,23.85270775886081,22.183,20.51329224113919,21.87
2021-03-11,23.84270289926638,22.2285,20.61429710073362,21.3
2021-03-12,23.771671870344786,22.276999999999997,20.78232812965521,22.0
2021-03-15,23.732996741806755,22.3135,20.894003258193248,21.95
2021-03-16,23.707943801555455,22.3445,20.981056198444545,21.93
2021-03-17,23.702058422134495,22.360500000000002,21.018941577865508,21.9
2021-03-18,23.70599513836064,22.369,21.032004861639358,22.35
2021-03-19,23.697329810158674,22.357,21.016670189841324,21.9
2021-03-22,23.392815768679387,22.2605,21.128184231320613,21.95
2021-03-23,22.92617179567969,22.148999999999997,21.371828204320305,21.97
"
1577,CN,technical,在2024年08月15日至2025年07月22日期间，士兰微开盘价小于布林带上轨的天数占总天数的百分比？（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,96.8889,medium,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close,open
2024-07-19,20.13,18.14
2024-07-22,21.43,20.57
2024-07-23,20.54,21.11
2024-07-24,20.43,20.33
2024-07-25,20.22,20.03
2024-07-26,20.35,20.13
2024-07-29,20.63,20.34
2024-07-30,21.74,20.34
2024-07-31,21.55,21.31
2024-08-01,23.26,21.4
2024-08-02,23.25,22.85
2024-08-05,22.38,22.7
2024-08-06,21.28,22.8
2024-08-07,20.92,21.22
2024-08-08,20.88,20.53
2024-08-09,20.88,21.25
2024-08-12,20.22,20.51
2024-08-13,20.41,20.22
2024-08-14,20.41,20.39
2024-08-15,20.41,20.12
2024-08-16,19.58,20.5
2024-08-19,19.9,19.29
2024-08-20,19.6,19.9
2024-08-21,19.06,19.52
2024-08-22,18.45,19.0
2024-08-23,18.18,18.41
2024-08-26,18.25,18.21
2024-08-27,17.86,18.18
2024-08-28,17.93,17.87
2024-08-29,18.46,17.82
2024-08-30,18.92,18.4
2024-09-02,18.18,18.8
2024-09-03,18.27,18.18
2024-09-04,18.19,18.04
2024-09-05,18.43,18.19
2024-09-06,18.44,18.38
2024-09-09,18.63,18.33
2024-09-10,18.4,18.59
2024-09-11,18.19,18.32
2024-09-12,17.88,18.3
2024-09-13,17.45,17.78
2024-09-18,17.49,17.45
2024-09-19,18.06,17.64
2024-09-20,18.0,18.07
2024-09-23,17.72,17.87
2024-09-24,18.45,17.87
2024-09-25,18.51,18.7
2024-09-26,19.44,18.46
2024-09-27,20.56,19.86
2024-09-30,22.62,21.69
2024-10-08,24.88,24.88
2024-10-09,27.37,27.35
2024-10-10,26.39,28.78
2024-10-11,24.2,24.88
2024-10-14,25.09,23.92
2024-10-15,25.0,25.09
2024-10-16,24.5,24.1
2024-10-17,24.32,25.0
2024-10-18,26.5,24.3
2024-10-21,26.71,27.05
2024-10-22,29.38,26.21
2024-10-23,28.26,29.24
2024-10-24,28.68,27.7
2024-10-25,28.76,28.68
2024-10-28,28.39,28.76
2024-10-29,29.41,28.26
2024-10-30,29.53,28.9
2024-10-31,31.07,29.54
2024-11-01,27.97,30.79
2024-11-04,28.51,27.52
2024-11-05,29.63,28.49
2024-11-06,29.79,29.72
2024-11-07,29.9,29.79
2024-11-08,30.39,30.31
2024-11-11,32.08,31.0
2024-11-12,33.3,32.1
2024-11-13,33.03,33.31
2024-11-14,31.18,32.51
2024-11-15,29.78,31.01
2024-11-18,28.33,29.66
2024-11-19,29.32,28.33
2024-11-20,29.34,29.11
2024-11-21,29.13,29.26
2024-11-22,27.78,29.15
2024-11-25,27.29,27.66
2024-11-26,26.79,27.0
2024-11-27,27.45,26.68
2024-11-28,27.18,27.47
2024-11-29,27.68,27.0
2024-12-02,28.12,27.7
2024-12-03,27.76,28.16
2024-12-04,28.26,28.45
2024-12-05,28.16,27.99
2024-12-06,28.29,28.16
2024-12-09,27.79,28.11
2024-12-10,27.8,28.8
2024-12-11,28.04,27.77
2024-12-12,27.93,28.08
2024-12-13,28.12,27.7
2024-12-16,27.36,28.02
2024-12-17,27.18,27.21
2024-12-18,27.6,27.28
2024-12-19,28.12,27.15
2024-12-20,28.96,28.15
2024-12-23,28.09,29.0
2024-12-24,28.5,28.25
2024-12-25,28.11,28.49
2024-12-26,28.52,28.11
2024-12-27,28.16,28.5
2024-12-30,27.36,27.9
2024-12-31,26.02,27.35
2025-01-02,24.7,25.81
2025-01-03,24.0,24.69
2025-01-06,24.09,24.0
2025-01-07,24.95,24.1
2025-01-08,24.68,24.61
2025-01-09,24.67,24.65
2025-01-10,24.22,24.45
2025-01-13,24.38,23.85
2025-01-14,25.41,24.62
2025-01-15,25.21,25.4
2025-01-16,25.12,25.31
2025-01-17,25.44,25.1
2025-01-20,25.43,25.6
2025-01-21,25.44,25.5
2025-01-22,25.26,25.3
2025-01-23,25.75,25.99
2025-01-24,25.85,25.52
2025-01-27,25.07,25.93
2025-02-05,25.77,25.73
2025-02-06,26.45,25.75
2025-02-07,26.54,26.52
2025-02-10,26.81,26.59
2025-02-11,26.32,26.82
2025-02-12,27.28,26.31
2025-02-13,26.65,27.2
2025-02-14,26.79,26.52
2025-02-17,26.65,26.8
2025-02-18,25.72,26.69
2025-02-19,26.7,25.72
2025-02-20,26.66,26.7
2025-02-21,27.1,26.66
2025-02-24,27.14,27.11
2025-02-25,27.02,26.75
2025-02-26,27.08,27.08
2025-02-27,26.86,27.11
2025-02-28,25.51,26.51
2025-03-03,25.6,25.69
2025-03-04,26.46,25.21
2025-03-05,26.24,26.73
2025-03-06,26.67,26.42
2025-03-07,26.02,26.67
2025-03-10,25.76,26.02
2025-03-11,25.73,25.5
2025-03-12,25.95,25.8
2025-03-13,25.26,25.85
2025-03-14,25.67,25.28
2025-03-17,25.65,25.72
2025-03-18,25.8,25.77
2025-03-19,25.42,25.7
2025-03-20,25.22,25.42
2025-03-21,24.65,25.15
2025-03-24,24.63,24.65
2025-03-25,24.5,24.55
2025-03-26,24.44,24.45
2025-03-27,24.61,24.42
2025-03-28,24.39,24.61
2025-03-31,24.11,24.26
2025-04-01,24.11,24.16
2025-04-02,23.94,24.08
2025-04-03,23.89,23.76
2025-04-07,21.5,22.26
2025-04-08,21.51,21.5
2025-04-09,22.55,21.32
2025-04-10,22.77,23.11
2025-04-11,23.97,22.75
2025-04-14,24.17,24.55
2025-04-15,23.9,24.0
2025-04-16,24.29,23.89
2025-04-17,24.32,24.1
2025-04-18,24.07,24.1
2025-04-21,24.34,24.18
2025-04-22,24.83,24.36
2025-04-23,24.95,24.64
2025-04-24,24.4,24.8
2025-04-25,24.39,24.4
2025-04-28,24.16,24.29
2025-04-29,24.4,24.08
2025-04-30,25.02,24.88
2025-05-06,25.31,25.23
2025-05-07,25.15,25.65
2025-05-08,25.16,25.15
2025-05-09,24.81,25.07
2025-05-12,25.27,24.95
2025-05-13,25.05,25.48
2025-05-14,25.14,25.02
2025-05-15,24.59,25.15
2025-05-16,24.55,24.58
2025-05-19,24.52,24.58
2025-05-20,24.51,24.48
2025-05-21,24.51,24.5
2025-05-22,24.99,24.79
2025-05-23,24.4,24.8
2025-05-26,24.54,24.4
2025-05-27,24.02,24.54
2025-05-28,23.8,24.12
2025-05-29,24.27,23.85
2025-05-30,24.02,24.19
2025-06-03,23.88,23.8
2025-06-04,23.97,23.89
2025-06-05,24.37,24.02
2025-06-06,24.26,24.36
2025-06-09,24.44,24.26
2025-06-10,23.92,24.5
2025-06-11,24.15,23.9
2025-06-12,23.81,24.03
2025-06-13,23.66,23.75
2025-06-16,23.8,23.5
2025-06-17,23.85,23.81
2025-06-18,23.99,23.73
2025-06-19,23.88,23.9
2025-06-20,23.6,23.73
2025-06-23,24.03,23.37
2025-06-24,24.45,24.08
2025-06-25,24.84,24.46
2025-06-26,24.63,24.86
2025-06-27,24.74,24.74
2025-06-30,24.82,24.83
2025-07-01,24.96,24.69
2025-07-02,24.69,24.8
2025-07-03,24.71,24.68
2025-07-04,24.51,24.72
2025-07-07,24.37,24.5
2025-07-08,24.84,24.4
2025-07-09,24.76,24.84
2025-07-10,24.93,24.69
2025-07-11,25.02,24.98
2025-07-14,24.89,25.04
2025-07-15,25.3,25.09
2025-07-16,25.22,25.32
2025-07-17,25.5,25.11
2025-07-18,25.44,25.53
2025-07-21,25.57,25.52
2025-07-22,25.33,25.5
","date,Upper,Middle,Lower,open
2024-08-15,22.92341110150661,21.066,19.20858889849339,20.12
2024-08-16,22.965510897737737,21.0385,19.11148910226226,20.5
2024-08-19,22.94153125764662,20.962,18.98246874235338,19.29
2024-08-20,22.975364045502637,20.915,18.85463595449736,19.9
2024-08-21,23.052739107621836,20.8465,18.640260892378162,19.52
2024-08-22,23.18828887171875,20.758,18.327711128281248,19.0
2024-08-23,23.324409157336,20.649499999999996,17.974590842663993,18.41
2024-08-26,23.40277070451237,20.530499999999996,17.658229295487622,18.21
2024-08-27,23.375106753102482,20.3365,17.29789324689752,18.18
2024-08-28,23.31236854335115,20.1555,16.99863145664885,17.87
2024-08-29,22.81080292024859,19.9155,17.020197079751412,17.82
2024-08-30,22.182891301969555,19.699,17.21510869803045,18.4
2024-09-02,21.72891874852639,19.489,17.249081251473612,18.8
2024-09-03,21.4791286459823,19.3385,17.1978713540177,18.18
2024-09-04,21.26872300998465,19.201999999999998,17.135276990015345,18.04
2024-09-05,21.020473724706243,19.0795,17.138526275293756,18.19
2024-09-06,20.729864240217015,18.9575,17.185135759782984,18.38
2024-09-09,20.556887727038365,18.878,17.199112272961635,18.33
2024-09-10,20.31195592963762,18.7775,17.24304407036238,18.59
2024-09-11,20.023441782096803,18.6665,17.309558217903195,18.32
2024-09-12,19.677119167018155,18.54,17.402880832981843,18.3
2024-09-13,19.55998612951961,18.433500000000002,17.307013870480393,17.78
2024-09-18,19.292185375707824,18.313,17.333814624292174,17.45
2024-09-19,19.02124900509334,18.236,17.450750994906663,17.64
2024-09-20,18.876342628142883,18.183,17.489657371857117,18.07
2024-09-23,18.856437321177076,18.1465,17.436562678822924,17.87
2024-09-24,18.882135721315656,18.16,17.437864278684344,17.87
2024-09-25,18.91034930663837,18.173000000000002,17.435650693361634,18.7
2024-09-26,19.15764010511907,18.252000000000002,17.346359894880933,18.46
2024-09-27,19.72351902971565,18.3835,17.043480970284353,19.86
2024-09-30,20.8742638949309,18.591500000000003,16.30873610506911,21.69
2024-10-08,22.45927016066862,18.8895,15.319729839331382,24.88
2024-10-09,24.46581502499358,19.349,14.232184975006419,27.35
2024-10-10,25.688358239648107,19.755000000000003,13.821641760351898,28.78
2024-10-11,26.244627482933282,20.055500000000002,13.866372517066722,24.88
2024-10-14,26.900222583157245,20.3885,13.876777416842756,23.92
2024-10-15,27.45935184473158,20.7165,13.973648155268423,25.09
2024-10-16,27.873946386737007,21.009999999999998,14.146053613262989,24.1
2024-10-17,28.204702486699947,21.306,14.407297513300055,25.0
2024-10-18,28.817637752326966,21.7215,14.625362247673033,24.3
2024-10-21,29.346389450670205,22.163,14.979610549329795,27.05
2024-10-22,30.25298910721834,22.7595,15.266010892781656,26.21
2024-10-23,30.747162637504964,23.298,15.848837362495033,29.24
2024-10-24,31.22278360516454,23.829,16.43521639483546,27.7
2024-10-25,31.54876607806185,24.366999999999997,17.185233921938146,28.68
2024-10-28,31.596742155119536,24.9005,18.204257844880466,28.76
2024-10-29,31.724149050098315,25.448500000000003,19.17285094990169,28.26
2024-10-30,31.64507694128774,25.9995,20.35392305871226,28.9
2024-10-31,31.782591679476564,26.581,21.379408320523435,29.54
2024-11-01,31.383525609131766,26.9515,22.519474390868233,30.79
2024-11-04,31.249665320678016,27.246,23.24233467932198,27.52
2024-11-05,31.461038309054963,27.4835,23.505961690945036,28.49
2024-11-06,31.70616539347127,27.6045,23.502834606528733,29.72
2024-11-07,31.95843511377164,27.78,23.601564886228363,29.79
2024-11-08,32.07388188430776,28.089500000000005,24.105118115692253,30.31
2024-11-11,32.534377394087116,28.439,24.343622605912884,31.0
2024-11-12,33.14861709585381,28.854000000000003,24.5593829041462,32.1
2024-11-13,33.45332386400381,29.2805,25.107676135996186,33.31
2024-11-14,33.19311776665229,29.6235,26.053882233347707,32.51
2024-11-15,33.056786619432394,29.7875,26.51821338056761,31.01
2024-11-18,32.90043848882191,29.8685,26.83656151117809,29.66
2024-11-19,32.89948401446015,29.865500000000004,26.83151598553986,28.33
2024-11-20,32.87468172030075,29.9195,26.964318279699253,29.11
2024-11-21,32.86577564118721,29.942,27.018224358812788,29.26
2024-11-22,32.925207776521866,29.893,26.860792223478132,29.15
2024-11-25,33.013768253509646,29.838,26.662231746490356,27.66
2024-11-26,33.14768074659648,29.707,26.26631925340352,27.0
2024-11-27,33.181765709011934,29.602999999999998,26.02423429098806,26.68
2024-11-28,33.06910254602979,29.408500000000004,25.747897453970218,27.47
2024-11-29,33.07949264006859,29.394,25.70850735993141,27.0
2024-12-02,33.08255326283209,29.3745,25.666446737167906,27.7
2024-12-03,33.05233345118139,29.281,25.509666548818604,28.16
2024-12-04,32.99346014758664,29.204499999999996,25.415539852413357,28.45
2024-12-05,32.91847290177131,29.1175,25.316527098228693,27.99
2024-12-06,32.78296349935917,29.0125,25.24203650064083,28.16
2024-12-09,32.326362793137896,28.798000000000002,25.269637206862107,28.11
2024-12-10,31.402660396644006,28.523000000000003,25.643339603356,28.8
2024-12-11,30.2803609817324,28.273500000000002,26.266639018267604,27.77
2024-12-12,29.61297070544,28.110999999999997,26.609029294559996,28.08
2024-12-13,29.320773762109962,28.028,26.735226237890036,27.7
2024-12-16,29.295881023868073,27.9795,26.66311897613193,28.02
2024-12-17,29.078947263663014,27.872500000000002,26.66605273633699,27.21
2024-12-18,28.790178555558928,27.785499999999995,26.780821444441063,27.28
2024-12-19,28.547416149519435,27.734999999999996,26.922583850480557,27.15
2024-12-20,28.766530719309156,27.794,26.821469280690845,28.15
2024-12-23,28.785911760616486,27.834000000000003,26.88208823938352,29.0
2024-12-24,28.78414964002766,27.9195,27.05485035997234,28.25
2024-12-25,28.792996876853188,27.952500000000004,27.11200312314682,28.49
2024-12-26,28.815451631696266,28.0195,27.223548368303735,28.11
2024-12-27,28.82588801115556,28.0435,27.261111988844444,28.5
2024-12-30,28.84133431372489,28.0055,27.169665686275113,27.9
2024-12-31,29.120469633559836,27.9185,26.716530366440168,27.35
2025-01-02,29.5752803683275,27.740500000000004,25.905719631672508,25.81
2025-01-03,29.97308087348074,27.5325,25.091919126519258,24.69
2025-01-06,30.157184285771528,27.322499999999998,24.487815714228468,24.0
2025-01-07,30.18663023669968,27.180500000000002,24.174369763300323,24.1
2025-01-08,30.20462877097769,27.024499999999996,23.844371229022304,24.61
2025-01-09,30.15783827586999,26.856,23.55416172413001,24.65
2025-01-10,30.123541992214996,26.670499999999997,23.217458007784998,24.45
2025-01-13,30.006664912404776,26.4835,22.960335087595222,23.85
2025-01-14,29.914667737262917,26.386000000000003,22.85733226273709,24.62
2025-01-15,29.831959761374108,26.2875,22.743040238625895,25.4
2025-01-16,29.689088036058696,26.1635,22.637911963941303,25.31
2025-01-17,29.449596343672244,26.029500000000002,22.60940365632776,25.1
2025-01-20,29.00367675269937,25.853,22.702323247300633,25.6
2025-01-21,28.702079950294852,25.720499999999998,22.738920049705143,25.5
2025-01-22,28.257042384325338,25.5585,22.85995761567466,25.3
2025-01-23,27.876016167057877,25.4405,23.004983832942123,25.99
2025-01-24,27.306330888072385,25.307,23.307669111927613,25.52
2025-01-27,26.664172914356918,25.1525,23.64082708564308,25.93
2025-02-05,26.239843605630313,25.073,23.906156394369688,25.73
2025-02-06,26.343315038346493,25.094500000000004,23.845684961653514,25.75
2025-02-07,26.569413952493193,25.186500000000002,23.803586047506812,26.52
2025-02-10,26.76890290935289,25.327,23.885097090647115,26.59
2025-02-11,26.824332240929724,25.438499999999998,24.05266775907027,26.82
2025-02-12,27.13510759127355,25.555,23.97489240872645,26.31
2025-02-13,27.24868368848239,25.6535,24.05831631151761,27.2
2025-02-14,27.36091780931781,25.759499999999996,24.15808219068218,26.52
2025-02-17,27.360890536492565,25.881,24.401109463507435,26.8
2025-02-18,27.26204109524788,25.948,24.63395890475212,26.69
2025-02-19,27.34113651914293,26.0125,24.68386348085707,25.72
2025-02-20,27.388572015655534,26.085,24.781427984344468,26.7
2025-02-21,27.480108020189764,26.184000000000005,24.887891979810245,26.66
2025-02-24,27.581659895022398,26.269,24.9563401049776,27.11
2025-02-25,27.640711669967505,26.3485,25.056288330032498,26.75
2025-02-26,27.689411831702362,26.430500000000002,25.171588168297642,27.08
2025-02-27,27.66034303276586,26.5105,25.360656967234142,27.11
2025-02-28,27.68428708038171,26.4985,25.31271291961829,26.51
2025-03-03,27.70370932492126,26.486,25.26829067507874,25.69
2025-03-04,27.586334128267094,26.555500000000002,25.52466587173291,25.21
2025-03-05,27.557220833963463,26.579,25.60077916603654,26.73
2025-03-06,27.567118211886445,26.589999999999996,25.612881788113548,26.42
2025-03-07,27.572234099800326,26.564,25.555765900199674,26.67
2025-03-10,27.571071139659903,26.5115,25.4519288603401,26.02
2025-03-11,27.59286632859232,26.482,25.37113367140768,25.5
2025-03-12,27.48581724269031,26.415499999999998,25.345182757309686,25.8
2025-03-13,27.521710848806027,26.345999999999997,25.170289151193966,25.85
2025-03-14,27.482359006340037,26.29,25.09764099365996,25.28
2025-03-17,27.451494944273477,26.24,25.02850505572652,25.72
2025-03-18,27.449112442886637,26.244,25.038887557113362,25.77
2025-03-19,27.416980193859306,26.18,24.943019806140693,25.7
2025-03-20,27.39159806793257,26.108000000000004,24.82440193206744,25.42
2025-03-21,27.333067809054604,25.985500000000002,24.6379321909454,25.15
2025-03-24,27.221557931195083,25.860000000000003,24.498442068804923,24.65
2025-03-25,27.109185805627817,25.733999999999998,24.35881419437218,24.55
2025-03-26,26.941396879196095,25.601999999999997,24.2626031208039,24.45
2025-03-27,26.76372878636462,25.4895,24.21527121363538,24.42
2025-03-28,26.794680002791793,25.433500000000002,24.07231999720821,24.61
2025-03-31,26.83392237083864,25.359,23.884077629161364,24.26
2025-04-01,26.721273969226473,25.2415,23.761726030773524,24.16
2025-04-02,26.63521170208237,25.1265,23.61778829791763,24.08
2025-04-03,26.41166115661125,24.9875,23.563338843388753,23.76
2025-04-07,26.772283678071883,24.761499999999998,22.750716321928113,22.26
2025-04-08,26.952679679158667,24.549,22.145320320841332,21.5
2025-04-09,26.87933726120032,24.389999999999997,21.900662738799674,21.32
2025-04-10,26.707658232376914,24.231,21.75434176762309,23.11
2025-04-11,26.59940998600448,24.1665,21.733590013995517,22.75
2025-04-14,26.424834738094887,24.0915,21.758165261905113,24.55
2025-04-15,26.22557061557816,24.003999999999998,21.782429384421835,24.0
2025-04-16,25.998236939806684,23.9285,21.858763060193315,23.89
2025-04-17,25.837539459888813,23.8735,21.909460540111187,24.1
2025-04-18,25.68397644524773,23.816,21.948023554752268,24.1
2025-04-21,25.64554173394543,23.800500000000003,21.955458266054578,24.18
2025-04-22,25.675476943557303,23.810499999999998,21.945523056442692,24.36
2025-04-23,25.741068132955515,23.833000000000002,21.92493186704449,24.64
2025-04-24,25.736601217464013,23.830999999999996,21.92539878253598,24.8
2025-04-25,25.70996296260015,23.82,21.93003703739985,24.4
2025-04-28,25.68721525250644,23.8085,21.929784747493557,24.29
2025-04-29,25.715227259078663,23.823,21.930772740921338,24.08
2025-04-30,25.82868647072169,23.8685,21.908313529278313,24.88
2025-05-06,25.995670444728912,23.937,21.87832955527109,25.23
2025-05-07,26.125107056126897,24.0,21.874892943873103,25.65
2025-05-08,26.027246187470727,24.183,22.338753812529273,25.15
2025-05-09,25.741550860212964,24.348,22.954449139787034,25.07
2025-05-12,25.663599932180524,24.484,23.30440006781948,24.95
2025-05-13,25.501318327058783,24.598,23.694681672941215,25.48
2025-05-14,25.54090431930214,24.6565,23.772095680697863,25.02
2025-05-15,25.534211736817163,24.677500000000002,23.82078826318284,25.15
2025-05-16,25.49235541795291,24.71,23.92764458204709,24.58
2025-05-19,25.485365825914652,24.7215,23.957634174085346,24.58
2025-05-20,25.479221892222004,24.731,23.982778107778,24.48
2025-05-21,25.446025252065372,24.753,24.05997474793463,24.5
2025-05-22,25.458685709890123,24.7855,24.112314290109875,24.79
2025-05-23,25.457293588604617,24.764,24.07070641139538,24.8
2025-05-26,25.437827732414796,24.7435,24.049172267585206,24.4
2025-05-27,25.47399249495927,24.7245,23.97500750504073,24.54
2025-05-28,25.535725876847067,24.695,23.854274123152933,24.12
2025-05-29,25.528496980670987,24.700499999999998,23.87250301932901,23.85
2025-05-30,25.552528702167887,24.6815,23.810471297832112,24.19
2025-06-03,25.547136981699886,24.6245,23.701863018300116,23.8
2025-06-04,25.465792353815814,24.557499999999997,23.64920764618418,23.89
2025-06-05,25.387827901312434,24.5185,23.649172098687565,24.02
2025-06-06,25.2973270449556,24.473499999999998,23.649672955044394,24.36
2025-06-09,25.26425892024758,24.455,23.645741079752415,24.26
2025-06-10,25.136549397570203,24.3875,23.638450602429796,24.5
2025-06-11,25.0327716856429,24.3425,23.652228314357103,23.9
2025-06-12,24.89913401447866,24.276,23.65286598552134,24.03
2025-06-13,24.88966588824347,24.229499999999998,23.569334111756525,23.75
2025-06-16,24.86023947803186,24.192,23.52376052196814,23.5
2025-06-17,24.824781472052383,24.158499999999997,23.49221852794761,23.81
2025-06-18,24.78226534225849,24.1325,23.48273465774151,23.73
2025-06-19,24.735409962090994,24.101,23.466590037909004,23.9
2025-06-20,24.55618180833749,24.0315,23.50681819166251,23.73
2025-06-23,24.50975345997818,24.012999999999998,23.516246540021815,23.37
2025-06-24,24.487385163687808,24.0085,23.529614836312195,24.08
2025-06-25,24.650215406827808,24.049500000000002,23.448784593172196,24.46
2025-06-26,24.73046540172264,24.091,23.451534598277362,24.86
2025-06-27,24.810588356460798,24.1145,23.4184116435392,24.74
2025-06-30,24.913380095931032,24.1545,23.395619904068965,24.83
2025-07-01,25.03247269372249,24.208499999999997,23.384527306277505,24.69
2025-07-02,25.086366378946384,24.2445,23.402633621053614,24.8
2025-07-03,25.12623753243415,24.2615,23.396762467565853,24.68
2025-07-04,25.145490676943993,24.274,23.40250932305601,24.72
2025-07-07,25.13985550840856,24.270500000000002,23.401144491591445,24.5
2025-07-08,25.203974506676275,24.316499999999998,23.42902549332372,24.4
2025-07-09,25.251258812509064,24.347,23.442741187490938,24.84
2025-07-10,25.306019379637174,24.403000000000002,23.49998062036283,24.69
2025-07-11,25.344313231320985,24.471,23.597686768679015,24.98
2025-07-14,25.359681634897523,24.5255,23.69131836510248,25.04
2025-07-15,25.436775297681272,24.598000000000003,23.759224702318733,25.09
2025-07-16,25.491280620115848,24.6595,23.827719379884154,25.32
2025-07-17,25.56837619847433,24.7405,23.912623801525672,25.11
2025-07-18,25.531953357987728,24.8325,24.13304664201227,25.53
2025-07-21,25.576957114727463,24.9095,24.24204288527254,25.52
2025-07-22,25.609922881990187,24.9535,24.29707711800981,25.5
"
1578,CN,technical,2021年07月27日-2021年11月28日，欧派家居的最低价大于布林带下轨的比例（单位：%）？（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,85.3659,medium,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close,open,low
2021-06-30,141.96,147.0,140.0
2021-07-01,146.5,141.39,140.0
2021-07-02,139.2,146.47,139.0
2021-07-05,135.92,140.0,133.0
2021-07-06,135.26,137.67,132.1
2021-07-07,140.89,135.15,133.59
2021-07-08,133.6,141.71,133.38
2021-07-09,132.5,134.74,129.58
2021-07-12,135.45,133.74,130.66
2021-07-13,135.25,135.0,133.54
2021-07-14,135.98,134.71,131.77
2021-07-15,138.89,135.88,134.78
2021-07-16,136.8,141.5,136.06
2021-07-19,137.85,135.27,133.39
2021-07-20,138.1,138.41,134.3
2021-07-21,139.27,137.96,136.0
2021-07-22,142.38,140.27,138.0
2021-07-23,142.0,142.4,140.02
2021-07-26,138.15,142.18,137.25
2021-07-27,129.6,138.18,128.98
2021-07-28,134.31,128.18,126.08
2021-07-29,134.73,134.31,133.14
2021-07-30,143.86,134.25,130.29
2021-08-02,138.91,144.5,129.5
2021-08-03,135.99,138.0,134.52
2021-08-04,141.1,135.99,134.36
2021-08-05,143.0,140.9,138.0
2021-08-06,141.7,140.92,137.15
2021-08-09,155.04,139.3,136.0
2021-08-10,149.4,154.0,144.5
2021-08-11,154.0,148.68,146.02
2021-08-12,144.38,157.5,142.68
2021-08-13,146.52,146.0,144.05
2021-08-16,159.68,144.0,143.81
2021-08-17,152.61,160.0,149.3
2021-08-18,150.0,150.29,145.12
2021-08-19,148.91,148.05,145.66
2021-08-20,143.0,149.7,142.0
2021-08-23,143.01,143.0,141.0
2021-08-24,143.21,143.5,141.1
2021-08-25,148.2,143.21,141.6
2021-08-26,143.21,146.98,139.01
2021-08-27,145.2,142.88,141.0
2021-08-30,148.41,143.54,142.11
2021-08-31,154.5,150.0,147.0
2021-09-01,152.21,153.68,146.02
2021-09-02,150.9,150.0,149.66
2021-09-03,151.44,150.14,146.1
2021-09-06,159.9,151.19,149.29
2021-09-07,153.01,157.8,150.31
2021-09-08,155.09,152.25,150.68
2021-09-09,146.29,155.5,143.23
2021-09-10,147.2,144.64,143.43
2021-09-13,146.0,147.47,142.5
2021-09-14,143.85,145.78,142.3
2021-09-15,137.5,143.99,136.68
2021-09-16,134.05,138.33,133.5
2021-09-17,133.0,134.5,130.47
2021-09-22,123.71,129.5,122.57
2021-09-23,129.15,125.05,123.25
2021-09-24,130.25,129.8,128.04
2021-09-27,133.99,128.62,128.62
2021-09-28,132.6,133.31,129.38
2021-09-29,133.28,129.11,129.1
2021-09-30,130.87,133.68,128.37
2021-10-08,132.43,131.7,128.02
2021-10-11,132.56,133.0,131.06
2021-10-12,131.57,131.6,129.33
2021-10-13,132.4,132.0,130.68
2021-10-14,133.9,131.79,131.34
2021-10-15,132.47,133.67,131.27
2021-10-18,133.73,132.08,128.8
2021-10-19,138.14,134.4,132.5
2021-10-20,131.17,139.0,131.1
2021-10-21,132.02,131.6,129.58
2021-10-22,138.75,132.19,131.4
2021-10-25,131.99,140.16,130.2
2021-10-26,126.77,131.22,126.56
2021-10-27,123.61,126.77,122.01
2021-10-28,121.28,124.99,119.68
2021-10-29,127.29,122.0,121.29
2021-11-01,126.13,128.23,123.67
2021-11-02,125.73,126.12,124.13
2021-11-03,123.32,125.5,122.8
2021-11-04,122.67,123.41,119.9
2021-11-05,122.22,122.0,120.4
2021-11-08,122.5,121.8,120.03
2021-11-09,121.3,122.39,120.2
2021-11-10,121.62,120.8,119.48
2021-11-11,126.21,121.4,121.4
2021-11-12,130.2,126.0,125.8
2021-11-15,127.9,130.98,127.25
2021-11-16,129.2,127.88,127.25
2021-11-17,128.41,129.25,127.26
2021-11-18,126.76,128.0,126.3
2021-11-19,124.82,126.01,123.0
2021-11-22,125.5,125.3,124.01
2021-11-23,127.77,127.0,123.5
2021-11-24,125.8,127.53,124.57
2021-11-25,126.0,126.15,124.5
2021-11-26,122.8,125.22,122.18
","date,Upper,Middle,Lower,low
2021-07-27,145.3401367756226,137.77749999999997,130.21486322437735,128.98
2021-07-28,144.84579190422065,137.395,129.94420809577937,126.08
2021-07-29,143.04903241881848,136.8065,130.56396758118152,133.14
2021-07-30,143.93563362689557,137.0395,130.14336637310444,130.29
2021-08-02,144.11116411247235,137.18900000000002,130.2668358875277,129.5
2021-08-03,144.11421098246976,137.22549999999998,130.3367890175302,134.52
2021-08-04,144.14762325362136,137.236,130.32437674637862,134.36
2021-08-05,144.83955283151388,137.706,130.5724471684861,138.0
2021-08-06,145.0805568187701,138.166,131.2514431812299,137.15
2021-08-09,149.11768426424226,139.14550000000003,129.1733157357578,136.0
2021-08-10,150.59721723533178,139.853,129.10878276466823,144.5
2021-08-11,152.96950228193668,140.754,128.5384977180633,146.02
2021-08-12,153.31067289407702,141.02849999999998,128.74632710592294,142.68
2021-08-13,153.85801080527744,141.5145,129.17098919472255,144.05
2021-08-16,157.12867661280117,142.60600000000002,128.08332338719887,143.81
2021-08-17,158.32342886189105,143.33149999999998,128.3395711381089,149.3
2021-08-18,159.00739311861616,143.868,128.72860688138383,145.12
2021-08-19,159.4724690731459,144.1945,128.9165309268541,145.66
2021-08-20,159.49994293031187,144.24450000000002,128.98905706968816,142.0
2021-08-23,159.49978013993888,144.4875,129.47521986006115,141.0
2021-08-24,158.56632467139093,145.168,131.76967532860908,141.1
2021-08-25,158.34629569682247,145.8625,133.37870430317756,141.6
2021-08-26,157.7645961400401,146.28650000000002,134.80840385995992,139.01
2021-08-27,157.7897253825291,146.3535,134.9172746174709,141.0
2021-08-30,157.7669391482516,146.8285,135.8900608517484,142.11
2021-08-31,157.9764760210041,147.754,137.5315239789959,147.0
2021-09-01,158.22820651849347,148.3095,138.39079348150656,146.02
2021-09-02,158.37200324540956,148.7045,139.03699675459043,149.66
2021-09-03,158.36733407652974,149.1915,140.01566592347024,146.1
2021-09-06,159.43715659712484,149.4345,139.4318434028752,149.29
2021-09-07,159.73821194088143,149.61499999999998,139.49178805911853,150.31
2021-09-08,159.89774613509107,149.66950000000003,139.441253864909,150.68
2021-09-09,159.82824897833723,149.76500000000001,139.7017510216628,143.23
2021-09-10,159.82268175871548,149.799,139.77531824128454,143.43
2021-09-13,158.16830989196794,149.11499999999998,140.06169010803202,142.5
2021-09-14,157.8582898875923,148.677,139.4957101124077,142.3
2021-09-15,158.41388129636718,148.052,137.6901187036328,136.68
2021-09-16,159.31834452832473,147.309,135.29965547167527,133.5
2021-09-17,160.24255336461664,146.809,133.37544663538335,130.47
2021-09-22,162.59397719401437,145.844,129.09402280598562,122.57
2021-09-23,163.38751298193716,145.14100000000002,126.89448701806286,123.25
2021-09-24,163.53572877222845,144.24349999999998,124.95127122777151,128.04
2021-09-27,163.5853592632478,143.78249999999997,123.97964073675216,128.62
2021-09-28,163.5283051374663,143.15249999999997,122.77669486253365,129.38
2021-09-29,163.05633049106424,142.39600000000002,121.73566950893579,129.1
2021-09-30,161.67260008285217,141.2145,120.7563999171478,128.37
2021-10-08,160.37183115482807,140.2255,120.07916884517196,128.02
2021-10-11,159.09420420783638,139.3085,119.52279579216363,131.06
2021-10-12,157.5521551950904,138.315,119.07784480490962,129.33
2021-10-13,153.56289505471267,136.94,120.31710494528733,130.68
2021-10-14,150.91326615799142,135.9845,121.05573384200859,131.34
2021-10-15,146.986831405677,134.8535,122.72016859432298,131.27
2021-10-18,145.1678004436904,134.22549999999998,123.28319955630958,128.8
2021-10-19,143.16985255271328,133.7725,124.37514744728674,132.5
2021-10-20,140.61804132056665,133.031,125.44395867943336,131.1
2021-10-21,138.18040402288568,132.4395,126.69859597711434,129.58
2021-10-22,138.48406519523024,132.502,126.51993480476978,131.4
2021-10-25,138.3417128485217,132.399,126.4562871514783,130.2
2021-10-26,138.5056457602632,132.0875,125.6693542397368,126.56
2021-10-27,138.52684597146867,132.0825,125.63815402853133,122.01
2021-10-28,139.59653539353343,131.689,123.78146460646656,119.68
2021-10-29,139.65873342750203,131.541,123.42326657249797,121.29
2021-11-01,139.51077848564597,131.148,122.78522151435402,123.67
2021-11-02,139.45975152725114,130.80450000000002,122.1492484727489,124.13
2021-11-03,139.46615561579594,130.3065,121.14684438420406,122.8
2021-11-04,139.63439561455561,129.8965,120.15860438544439,119.9
2021-11-05,139.59806032101164,129.386,119.17393967898835,120.4
2021-11-08,139.40643499053323,128.88299999999998,118.35956500946672,120.03
2021-11-09,139.31227565336962,128.36950000000002,117.42672434663041,120.2
2021-11-10,138.985965880006,127.8305,116.67503411999401,119.48
2021-11-11,138.26313899328179,127.446,116.62886100671821,121.4
2021-11-12,137.98274671075637,127.33250000000001,116.68225328924363,125.8
2021-11-15,137.2863245922214,127.04100000000001,116.79567540777862,127.25
2021-11-16,135.56406889605512,126.59399999999998,117.62393110394484,127.25
2021-11-17,135.2228452706761,126.45600000000002,117.68915472932393,127.26
2021-11-18,134.58393344032567,126.19300000000001,117.80206655967437,126.3
2021-11-19,131.60458406949135,125.4965,119.38841593050866,123.0
2021-11-22,130.506265085274,125.172,119.83773491472598,124.01
2021-11-23,130.63343086438084,125.22200000000001,119.81056913561918,123.5
2021-11-24,130.69645396065738,125.33149999999998,119.96654603934256,124.57
2021-11-25,130.60400622951803,125.5675,120.53099377048196,124.5
2021-11-26,130.45212947574964,125.343,120.23387052425038,122.18
"
1579,CN,technical,统计中油资本在2020年02月14日到2020年12月16日间，收盘价小于布林带上轨的天数占比（%）。（标准版：中轨SMA(20)，乘数2，用总体标准差）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,94.2029,medium,channel,Middle = SMA_n(P)；Upper = Middle + 2 * \sigma_n(P)；Lower = Middle - 2 * \sigma_n(P),"date,close,open,low
2020-01-10,11.77,11.99,11.75
2020-01-13,11.63,11.8,11.5
2020-01-14,12.18,11.68,11.65
2020-01-15,11.89,12.08,11.86
2020-01-16,11.74,11.9,11.7
2020-01-17,11.58,11.76,11.49
2020-01-20,11.64,11.64,11.5
2020-01-21,11.51,11.64,11.5
2020-01-22,11.2,11.41,11.16
2020-01-23,10.85,11.14,10.76
2020-02-03,9.77,9.77,9.77
2020-02-04,9.64,8.83,8.83
2020-02-05,10.05,9.72,9.58
2020-02-06,10.2,10.0,10.0
2020-02-07,10.2,10.23,10.03
2020-02-10,10.44,10.2,10.11
2020-02-11,10.54,10.48,10.4
2020-02-12,10.59,10.43,10.43
2020-02-13,10.29,10.66,10.26
2020-02-14,10.38,10.25,10.25
2020-02-17,10.72,10.5,10.49
2020-02-18,10.64,10.79,10.61
2020-02-19,10.73,10.62,10.53
2020-02-20,11.08,10.74,10.57
2020-02-21,11.0,11.0,10.9
2020-02-24,10.86,11.07,10.83
2020-02-25,11.11,10.64,10.51
2020-02-26,11.02,11.24,10.9
2020-02-27,11.05,11.06,10.96
2020-02-28,10.62,10.7,10.48
2020-03-02,11.07,10.7,10.7
2020-03-03,10.95,11.14,10.87
2020-03-04,10.98,10.8,10.79
2020-03-05,11.2,11.0,10.97
2020-03-06,10.94,11.09,10.9
2020-03-09,10.52,10.71,10.48
2020-03-10,10.81,10.54,10.41
2020-03-11,10.67,10.82,10.66
2020-03-12,10.48,10.75,10.41
2020-03-13,10.36,9.91,9.72
2020-03-16,9.88,10.36,9.87
2020-03-17,9.92,9.93,9.65
2020-03-18,9.68,9.93,9.65
2020-03-19,9.69,9.7,9.4
2020-03-20,9.82,9.7,9.6
2020-03-23,9.34,9.69,9.32
2020-03-24,9.51,9.53,9.29
2020-03-25,9.76,9.7,9.62
2020-03-26,9.68,9.78,9.6
2020-03-27,9.84,9.72,9.7
2020-03-30,9.65,9.82,9.58
2020-03-31,9.75,9.68,9.6
2020-04-01,9.76,9.75,9.64
2020-04-02,10.5,9.95,9.78
2020-04-03,10.18,10.46,10.12
2020-04-07,10.32,10.3,10.18
2020-04-08,10.18,10.21,10.15
2020-04-09,10.23,10.24,10.23
2020-04-10,10.13,10.27,10.05
2020-04-13,10.12,10.05,10.05
2020-04-14,10.16,10.17,10.04
2020-04-15,10.07,10.06,10.05
2020-04-16,10.01,10.06,9.97
2020-04-17,10.08,10.05,10.03
2020-04-20,10.07,10.1,10.02
2020-04-21,9.9,10.12,9.87
2020-04-22,9.82,9.81,9.72
2020-04-23,9.8,9.86,9.76
2020-04-24,9.94,9.8,9.73
2020-04-27,10.01,10.17,9.98
2020-04-28,9.97,10.03,9.76
2020-04-29,9.91,10.0,9.86
2020-04-30,10.06,9.95,9.95
2020-05-06,9.99,10.0,9.82
2020-05-07,9.93,9.93,9.85
2020-05-08,10.03,9.93,9.89
2020-05-11,10.09,10.02,10.01
2020-05-12,10.01,10.06,10.0
2020-05-13,9.95,9.99,9.91
2020-05-14,9.87,9.92,9.87
2020-05-15,9.85,9.95,9.83
2020-05-18,9.85,9.91,9.82
2020-05-19,9.89,9.99,9.86
2020-05-20,9.89,9.85,9.83
2020-05-21,9.83,9.85,9.83
2020-05-22,9.56,9.8,9.54
2020-05-25,9.56,9.6,9.47
2020-05-26,9.67,9.69,9.51
2020-05-27,9.7,9.67,9.62
2020-05-28,9.85,9.77,9.67
2020-05-29,9.72,9.67,9.61
2020-06-01,9.96,9.9,9.79
2020-06-02,10.1,9.96,9.9
2020-06-03,9.98,10.11,9.98
2020-06-04,10.0,9.98,9.96
2020-06-05,10.01,10.05,9.94
2020-06-08,10.05,10.16,10.0
2020-06-09,10.1,10.15,10.03
2020-06-10,10.16,10.12,9.98
2020-06-11,10.05,10.12,10.02
2020-06-12,10.16,9.94,9.81
2020-06-15,10.15,10.12,10.1
2020-06-16,10.22,10.15,9.96
2020-06-17,10.19,10.19,10.06
2020-06-18,10.16,10.16,10.12
2020-06-19,10.29,10.17,10.13
2020-06-22,10.58,10.34,10.29
2020-06-23,10.6,10.58,10.43
2020-06-24,10.55,10.61,10.5
2020-06-29,10.17,10.54,10.17
2020-06-30,10.39,10.17,10.15
2020-07-01,10.38,10.48,10.31
2020-07-02,10.99,10.4,10.34
2020-07-03,11.16,10.97,10.8
2020-07-06,11.86,11.22,11.22
2020-07-07,11.57,11.97,11.43
2020-07-08,11.82,11.5,11.38
2020-07-09,8.29,8.22,8.02
2020-07-10,8.1,8.2,8.06
2020-07-13,8.15,8.02,8.0
2020-07-14,8.09,8.16,8.01
2020-07-15,8.82,8.19,8.03
2020-07-16,7.95,8.4,7.94
2020-07-17,7.69,7.88,7.5
2020-07-20,7.97,7.67,7.67
2020-07-21,7.78,8.0,7.76
2020-07-22,7.82,7.72,7.72
2020-07-23,7.65,7.73,7.45
2020-07-24,7.23,7.58,7.21
2020-07-27,7.18,7.22,7.08
2020-07-28,7.18,7.22,7.11
2020-07-29,7.31,7.17,7.05
2020-07-30,7.29,7.28,7.24
2020-07-31,7.38,7.3,7.25
2020-08-03,7.53,7.4,7.4
2020-08-04,7.56,7.52,7.43
2020-08-05,7.49,7.51,7.42
2020-08-06,7.52,7.49,7.4
2020-08-07,7.39,7.48,7.33
2020-08-10,7.45,7.38,7.34
2020-08-11,7.32,7.45,7.32
2020-08-12,7.25,7.32,7.16
2020-08-13,7.29,7.28,7.23
2020-08-14,7.38,7.28,7.22
2020-08-17,7.69,7.5,7.41
2020-08-18,7.62,7.74,7.58
2020-08-19,7.49,7.61,7.47
2020-08-20,7.44,7.5,7.39
2020-08-21,7.41,7.45,7.34
2020-08-24,7.55,7.41,7.41
2020-08-25,7.43,7.56,7.42
2020-08-26,7.3,7.39,7.28
2020-08-27,7.34,7.3,7.24
2020-08-28,7.4,7.34,7.29
2020-08-31,7.33,7.37,7.32
2020-09-01,7.39,7.3,7.3
2020-09-02,7.3,7.39,7.25
2020-09-03,7.26,7.31,7.25
2020-09-04,7.24,7.18,7.13
2020-09-07,7.13,7.24,7.11
2020-09-08,7.15,7.14,7.08
2020-09-09,7.06,7.08,7.03
2020-09-10,6.96,7.1,6.96
2020-09-11,6.9,6.96,6.83
2020-09-14,6.92,6.91,6.88
2020-09-15,6.88,6.92,6.85
2020-09-16,6.82,6.88,6.81
2020-09-17,6.87,6.82,6.77
2020-09-18,7.07,6.88,6.87
2020-09-21,7.08,7.11,7.03
2020-09-22,7.03,7.02,6.98
2020-09-23,6.97,7.03,6.96
2020-09-24,6.87,6.97,6.86
2020-09-25,6.94,6.88,6.85
2020-09-28,6.96,6.91,6.9
2020-09-29,6.93,6.97,6.92
2020-09-30,6.82,6.93,6.77
2020-10-09,6.88,6.86,6.86
2020-10-12,7.04,6.89,6.89
2020-10-13,6.95,7.03,6.91
2020-10-14,6.89,6.96,6.87
2020-10-15,6.93,6.9,6.86
2020-10-16,6.92,6.92,6.88
2020-10-19,6.96,6.93,6.91
2020-10-20,7.09,6.93,6.9
2020-10-21,7.12,7.08,7.03
2020-10-22,7.15,7.1,7.03
2020-10-23,7.25,7.14,7.13
2020-10-26,7.02,7.25,6.94
2020-10-27,6.93,6.99,6.91
2020-10-28,6.86,6.93,6.83
2020-10-29,6.87,6.82,6.78
2020-10-30,6.72,6.88,6.7
2020-11-02,6.53,6.76,6.51
2020-11-03,6.76,6.57,6.54
2020-11-04,6.71,6.77,6.64
2020-11-05,6.78,6.75,6.71
2020-11-06,6.75,6.78,6.72
2020-11-09,6.89,6.76,6.75
2020-11-10,6.83,6.92,6.82
2020-11-11,6.85,6.85,6.82
2020-11-12,6.78,6.85,6.77
2020-11-13,6.73,6.79,6.68
2020-11-16,6.84,6.78,6.73
2020-11-17,6.9,6.85,6.77
2020-11-18,6.92,6.89,6.89
2020-11-19,6.92,6.93,6.89
2020-11-20,6.91,6.91,6.83
2020-11-23,7.02,6.9,6.88
2020-11-24,7.02,7.03,6.98
2020-11-25,7.0,7.06,7.0
2020-11-26,7.01,7.04,6.95
2020-11-27,7.14,7.02,7.02
2020-11-30,7.06,7.19,7.04
2020-12-01,7.21,7.07,6.97
2020-12-02,7.24,7.22,7.17
2020-12-03,7.28,7.2,7.2
2020-12-04,7.2,7.28,7.15
2020-12-07,7.07,7.2,7.06
2020-12-08,6.99,7.11,6.97
2020-12-09,6.86,7.0,6.83
2020-12-10,6.81,6.83,6.77
2020-12-11,6.7,6.83,6.69
2020-12-14,6.82,6.7,6.68
2020-12-15,6.82,6.8,6.78
2020-12-16,6.73,6.85,6.72
","date,Upper,Middle,Lower,close
2020-02-14,12.436485313245532,10.9045,9.372514686754469,10.38
2020-02-17,12.33285921005341,10.852,9.37114078994659,10.72
2020-02-18,12.241622996828278,10.802499999999998,9.363377003171719,10.64
2020-02-19,12.022903708711523,10.73,9.437096291288478,10.73
2020-02-20,11.881313324308804,10.689499999999999,9.497686675691194,11.08
2020-02-21,11.75409656862211,10.6525,9.55090343137789,11.0
2020-02-24,11.638699099980043,10.6165,9.594300900019958,10.86
2020-02-25,11.528765146349185,10.59,9.651234853650815,11.11
2020-02-26,11.429548031072352,10.5655,9.701451968927648,11.02
2020-02-27,11.402265361127656,10.558000000000002,9.713734638872348,11.05
2020-02-28,11.380748763858842,10.546499999999998,9.712251236141155,10.62
2020-03-02,11.394628980436817,10.611500000000001,9.828371019563185,11.07
2020-03-03,11.332960364656284,10.677,10.021039635343715,10.95
2020-03-04,11.324641414311147,10.7235,10.122358585688852,10.98
2020-03-05,11.358282865686064,10.7735,10.188717134313936,11.2
2020-03-06,11.336103462697883,10.810500000000001,10.284896537302119,10.94
2020-03-09,11.329882382314338,10.814499999999999,10.29911761768566,10.52
2020-03-10,11.327823969013094,10.828,10.328176030986905,10.81
2020-03-11,11.325380177956111,10.832,10.33861982204389,10.67
2020-03-12,11.298764693585676,10.8415,10.384235306414324,10.48
2020-03-13,11.30186644871512,10.8405,10.37913355128488,10.36
2020-03-16,11.420923489273987,10.7985,10.176076510726014,9.88
2020-03-17,11.491578185107745,10.7625,10.033421814892254,9.92
2020-03-18,11.578723201025507,10.709999999999999,9.84127679897449,9.68
2020-03-19,11.597609711579612,10.6405,9.683390288420387,9.69
2020-03-20,11.586950645233276,10.5815,9.576049354766724,9.82
2020-03-23,11.637126705234556,10.5055,9.373873294765444,9.34
2020-03-24,11.60027614888966,10.425500000000001,9.250723851110342,9.51
2020-03-25,11.538133871577381,10.3625,9.18686612842262,9.76
2020-03-26,11.461037274468996,10.294,9.126962725531005,9.68
2020-03-27,11.427970587866561,10.255,9.08202941213344,9.84
2020-03-30,11.322444552887854,10.184,9.045555447112145,9.65
2020-03-31,11.2203466605048,10.123999999999999,9.027653339495197,9.75
2020-04-01,11.095978218550629,10.063,9.030021781449372,9.76
2020-04-02,10.945487874579296,10.028,9.110512125420705,10.5
2020-04-03,10.811145541301926,9.989999999999998,9.168854458698071,10.18
2020-04-07,10.779674933957564,9.98,9.180325066042437,10.32
2020-04-08,10.659647663991125,9.9485,9.237352336008874,10.18
2020-04-09,10.571116940515868,9.9265,9.281883059484134,10.23
2020-04-10,10.510095666262899,9.909,9.307904333737103,10.13
2020-04-13,10.470553833567553,9.897,9.323446166432447,10.12
2020-04-14,10.495770040272273,9.911,9.326229959727726,10.16
2020-04-15,10.507372651767795,9.9185,9.329627348232204,10.07
2020-04-16,10.514637817951895,9.934999999999999,9.355362182048102,10.01
2020-04-17,10.526040899673886,9.9545,9.382959100326113,10.08
2020-04-20,10.537161380663436,9.967,9.396838619336565,10.07
2020-04-21,10.489186199726413,9.995000000000001,9.500813800273589,9.9
2020-04-22,10.460321075540078,10.010499999999999,9.56067892445992,9.82
2020-04-23,10.458184866245235,10.0125,9.566815133754764,9.8
2020-04-24,10.446093628102034,10.0255,9.604906371897965,9.94
2020-04-27,10.446038833121387,10.034,9.621961166878615,10.01
2020-04-28,10.424272627906495,10.05,9.675727372093506,9.97
2020-04-29,10.412604004489562,10.058000000000002,9.70339599551044,9.91
2020-04-30,10.400236917232808,10.072999999999999,9.745763082767189,10.06
2020-05-06,10.310929307405294,10.0475,9.784070692594705,9.99
2020-05-07,10.295806441638302,10.035,9.774193558361699,9.93
2020-05-08,10.24619669913411,10.0205,9.79480330086589,10.03
2020-05-11,10.232185105870025,10.016000000000002,9.799814894129979,10.09
2020-05-12,10.197613602842667,10.004999999999999,9.812386397157331,10.01
2020-05-13,10.181083764820237,9.995999999999999,9.81091623517976,9.95
2020-05-14,10.167160011978744,9.9835,9.799839988021255,9.87
2020-05-15,10.141505043154465,9.968,9.794494956845535,9.85
2020-05-18,10.131137876408419,9.957,9.782862123591583,9.85
2020-05-19,10.125688293826556,9.951,9.776311706173445,9.89
2020-05-20,10.107545174576178,9.941500000000001,9.775454825423825,9.89
2020-05-21,10.091299258342037,9.9295,9.767700741657965,9.83
2020-05-22,10.140874692118091,9.9125,9.684125307881908,9.56
2020-05-25,10.172664785431857,9.8995,9.626335214568142,9.56
2020-05-26,10.181104147835521,9.892999999999999,9.604895852164477,9.67
2020-05-27,10.18005852270088,9.881,9.58194147729912,9.7
2020-05-28,10.166332575756655,9.873000000000001,9.579667424243347,9.85
2020-05-29,10.157516834539782,9.8605,9.563483165460218,9.72
2020-06-01,10.162472870223722,9.863000000000001,9.563527129776281,9.96
2020-06-02,10.170188466361417,9.865,9.559811533638584,10.1
2020-06-03,10.168899408672278,9.8645,9.560100591327721,9.98
2020-06-04,10.176907753220977,9.867999999999999,9.55909224677902,10.0
2020-06-05,10.173926701347462,9.867,9.56007329865254,10.01
2020-06-08,10.166562597150296,9.864999999999998,9.5634374028497,10.05
2020-06-09,10.182068392515994,9.869499999999999,9.556931607484003,10.1
2020-06-10,10.215916656330158,9.88,9.544083343669843,10.16
2020-06-11,10.232912779640468,9.889,9.54508722035953,10.05
2020-06-12,10.267403568458667,9.9045,9.541596431541334,10.16
2020-06-15,10.29667237438608,9.9195,9.542327625613918,10.15
2020-06-16,10.334818254346557,9.936,9.537181745653443,10.22
2020-06-17,10.364081105837624,9.950999999999999,9.537918894162374,10.19
2020-06-18,10.386254104457539,9.9675,9.54874589554246,10.16
2020-06-19,10.401008816023067,10.004000000000001,9.606991183976936,10.29
2020-06-22,10.472300850706104,10.055,9.637699149293896,10.58
2020-06-23,10.543372153456222,10.1015,9.659627846543778,10.6
2020-06-24,10.586736942212912,10.144,9.701263057787088,10.55
2020-06-29,10.581710801379382,10.16,9.738289198620619,10.17
2020-06-30,10.57456561114858,10.1935,9.81243438885142,10.39
2020-07-01,10.587995649238437,10.2145,9.841004350761562,10.38
2020-07-02,10.758235415410448,10.259,9.759764584589552,10.99
2020-07-03,10.936145613913135,10.318000000000001,9.699854386086868,11.16
2020-07-06,11.307011160644805,10.411000000000001,9.514988839355198,11.86
2020-07-07,11.496470098811896,10.489,9.481529901188106,11.57
2020-07-08,11.717427629281813,10.5775,9.437572370718188,11.82
2020-07-09,11.99285656687483,10.486999999999998,8.981143433125167,8.29
2020-07-10,12.212479149457286,10.383999999999999,8.555520850542711,8.1
2020-07-13,12.358559373393293,10.289,8.219440626606707,8.15
2020-07-14,12.466731904037825,10.185500000000001,7.904268095962177,8.09
2020-07-15,12.476752319477182,10.119,7.761247680522818,8.82
2020-07-16,12.544464158864798,10.005500000000001,7.4665358411352045,7.95
2020-07-17,12.609847724274069,9.880500000000001,7.151152275725935,7.69
2020-07-20,12.61981659641333,9.771,6.922183403586673,7.97
2020-07-21,12.610579931468967,9.6455,6.680420068531033,7.78
2020-07-22,12.541862371240455,9.5075,6.473137628759544,7.82
2020-07-23,12.453813181173032,9.360000000000001,6.266186818826969,7.65
2020-07-24,12.36978588698923,9.193999999999999,6.018214113010767,7.23
2020-07-27,12.302864467029428,9.0445,5.786135532970571,7.18
2020-07-28,12.177492978586711,8.884,5.5905070214132895,7.18
2020-07-29,12.016947778377128,8.730500000000001,5.444052221622874,7.31
2020-07-30,11.716900163965429,8.5455,5.374099836034572,7.29
2020-07-31,11.32625605058731,8.3565,5.386743949412692,7.38
2020-08-03,10.652703723083944,8.139999999999999,5.627296276916054,7.53
2020-08-04,9.906014429135952,7.9395,5.972985570864047,7.56
2020-08-05,8.564691154759208,7.723000000000001,6.8813088452407944,7.49
2020-08-06,8.488526740848764,7.6845,6.880473259151237,7.52
2020-08-07,8.43908607126052,7.649000000000001,6.858913928739482,7.39
2020-08-10,8.373642020954527,7.614,6.854357979045472,7.45
2020-08-11,8.312452508646166,7.5755,6.838547491353833,7.32
2020-08-12,7.97646219871839,7.497,7.01753780128161,7.25
2020-08-13,7.903381383310526,7.464,7.024618616689475,7.29
2020-08-14,7.876624981751673,7.4485,7.020375018248327,7.38
2020-08-17,7.808370298365448,7.4345,7.060629701634552,7.69
2020-08-18,7.776544282912703,7.4265,7.076455717087296,7.62
2020-08-19,7.71212580161229,7.410000000000001,7.107874198387712,7.49
2020-08-20,7.681455670274367,7.399500000000001,7.117544329725634,7.44
2020-08-21,7.67951844955624,7.408500000000001,7.137481550443762,7.41
2020-08-24,7.683210850667705,7.427,7.170789149332294,7.55
2020-08-25,7.669323845585852,7.4395,7.209676154414147,7.43
2020-08-26,7.669989177235363,7.439,7.208010822764637,7.3
2020-08-27,7.667001662964756,7.4415000000000004,7.215998337035245,7.34
2020-08-28,7.6670773808732084,7.4425,7.217922619126791,7.4
2020-08-31,7.658409273824404,7.4325,7.206590726175596,7.33
2020-09-01,7.6427601426217056,7.4239999999999995,7.205239857378293,7.39
2020-09-02,7.637432725277982,7.414499999999999,7.191567274722017,7.3
2020-09-03,7.62859249216975,7.4015,7.174407507830251,7.26
2020-09-04,7.631773000990162,7.394,7.156226999009839,7.24
2020-09-07,7.640343286553833,7.378,7.1156567134461675,7.13
2020-09-08,7.649248100976336,7.3695,7.089751899023665,7.15
2020-09-09,7.666920185064238,7.360000000000001,7.0530798149357645,7.06
2020-09-10,7.695822295632656,7.343500000000001,6.991177704367345,6.96
2020-09-11,7.720622175901386,7.3195,6.918377824098613,6.9
2020-09-14,7.680294377621149,7.281000000000001,6.881705622378852,6.92
2020-09-15,7.6479009779634834,7.244,6.840099022036516,6.88
2020-09-16,7.637699016852632,7.210499999999999,6.783300983147366,6.82
2020-09-17,7.620068487795977,7.1819999999999995,6.743931512204022,6.87
2020-09-18,7.59262132781218,7.164999999999999,6.737378672187818,7.07
2020-09-21,7.531949740683551,7.141500000000001,6.75105025931645,7.08
2020-09-22,7.4912174596903025,7.1215,6.751782540309698,7.03
2020-09-23,7.470814160469287,7.1049999999999995,6.7391858395307125,6.97
2020-09-24,7.4442823038681025,7.0815,6.718717696131898,6.87
2020-09-25,7.394968423481084,7.0585,6.7220315765189165,6.94
2020-09-28,7.35470621220409,7.040000000000001,6.725293787795912,6.96
2020-09-29,7.290576314763986,7.017,6.7434236852360145,6.93
2020-09-30,7.2465428957786875,6.993,6.739457104221313,6.82
2020-10-09,7.200132704401291,6.974000000000001,6.747867295598711,6.88
2020-10-12,7.157535526454035,6.964,6.770464473545966,7.04
2020-10-13,7.132932571497856,6.955,6.777067428502144,6.95
2020-10-14,7.0976406116662325,6.942,6.786359388333768,6.89
2020-10-15,7.081441769208951,6.9355,6.78955823079105,6.93
2020-10-16,7.0791399670414625,6.9334999999999996,6.787860032958537,6.92
2020-10-19,7.081727407881016,6.9365000000000006,6.791272592118985,6.96
2020-10-20,7.104561900213802,6.945,6.785438099786199,7.09
2020-10-21,7.130677862722454,6.956999999999999,6.783322137277544,7.12
2020-10-22,7.154527622201256,6.9735,6.7924723777987435,7.15
2020-10-23,7.203390967089256,6.9925,6.781609032910743,7.25
2020-10-26,7.198326666559617,6.99,6.781673333440383,7.02
2020-10-27,7.188108851949135,6.9825,6.776891148050865,6.93
2020-10-28,7.185035542029869,6.973999999999999,6.76296445797013,6.86
2020-10-29,7.184861066428943,6.968999999999999,6.753138933571056,6.87
2020-10-30,7.199850582126077,6.961499999999999,6.7231494178739215,6.72
2020-11-02,7.244769649569932,6.941,6.637230350430068,6.53
2020-11-03,7.244617601546594,6.930999999999999,6.617382398453405,6.76
2020-11-04,7.248085354747569,6.92,6.591914645252431,6.71
2020-11-05,7.248974319245221,6.917999999999999,6.587025680754778,6.78
2020-11-06,7.2502196480864916,6.911499999999999,6.572780351913507,6.75
2020-11-09,7.237610551391645,6.904000000000001,6.570389448608356,6.89
2020-11-10,7.2324009569361865,6.898000000000001,6.563599043063815,6.83
2020-11-11,7.231046265461706,6.895999999999999,6.560953734538292,6.85
2020-11-12,7.226865187334387,6.888499999999999,6.55013481266561,6.78
2020-11-13,7.223899985502806,6.8790000000000004,6.534100014497195,6.73
2020-11-16,7.216225873150371,6.872999999999999,6.529774126849627,6.84
2020-11-17,7.192393599815858,6.863499999999999,6.53460640018414,6.9
2020-11-18,7.16212760731962,6.8534999999999995,6.544872392680379,6.92
2020-11-19,7.121327764462887,6.8420000000000005,6.562672235537114,6.92
2020-11-20,7.035950231096893,6.825,6.614049768903107,6.91
2020-11-23,7.035950231096893,6.825,6.614049768903107,7.02
2020-11-24,7.052701702502094,6.8295,6.606298297497907,7.02
2020-11-25,7.071555312639033,6.836500000000001,6.601444687360969,7.0
2020-11-26,7.0901799545967075,6.843500000000001,6.596820045403294,7.01
2020-11-27,7.135828214529625,6.8645,6.593171785470374,7.14
2020-11-30,7.12780371618671,6.891,6.65419628381329,7.06
2020-12-01,7.1799038288010095,6.913500000000001,6.647096171198992,7.21
2020-12-02,7.2249561369752175,6.94,6.655043863024783,7.24
2020-12-03,7.275966236109069,6.965000000000001,6.654033763890933,7.28
2020-12-04,7.298104249809692,6.9875,6.676895750190307,7.2
2020-12-07,7.305710284434141,6.996499999999999,6.687289715565858,7.07
2020-12-08,7.3041981815090695,7.0045,6.704801818490931,6.99
2020-12-09,7.303697171060998,7.005000000000001,6.706302828939004,6.86
2020-12-10,7.300933354088566,7.0065,6.712066645911434,6.81
2020-12-11,7.305299850149551,7.005,6.704700149850448,6.7
2020-12-14,7.3066152672947,7.004,6.701384732705299,6.82
2020-12-15,7.310032256386077,7.0,6.689967743613923,6.82
2020-12-16,7.32074082121967,6.9905,6.66025917878033,6.73
"
1580,CN,technical,"上港集团2021年12月01日-2022年09月15日, 对于肯特纳通道，最高价小于下轨的天数占比？（单位：%）（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",6.2745,medium,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2021-08-02,5.07,5.1,4.92
2021-08-03,5.05,5.08,4.99
2021-08-04,5.03,5.08,4.99
2021-08-05,5.05,5.08,5.01
2021-08-06,5.0,5.07,4.98
2021-08-09,5.11,5.15,4.94
2021-08-10,5.09,5.16,5.03
2021-08-11,5.05,5.14,5.04
2021-08-12,5.08,5.12,5.03
2021-08-13,5.07,5.11,5.04
2021-08-16,5.12,5.15,5.05
2021-08-17,5.0,5.14,5.0
2021-08-18,5.19,5.21,4.99
2021-08-19,5.11,5.23,5.1
2021-08-20,5.07,5.13,5.03
2021-08-23,5.13,5.13,5.05
2021-08-24,5.16,5.19,5.09
2021-08-25,5.26,5.27,5.16
2021-08-26,5.26,5.35,5.24
2021-08-27,5.22,5.33,5.16
2021-08-30,5.54,5.64,5.24
2021-08-31,5.59,5.68,5.52
2021-09-01,5.8,5.85,5.58
2021-09-02,5.95,5.98,5.75
2021-09-03,5.83,5.94,5.75
2021-09-06,5.9,6.0,5.81
2021-09-07,5.97,6.07,5.86
2021-09-08,6.23,6.34,5.97
2021-09-09,6.15,6.23,6.07
2021-09-10,6.09,6.37,6.02
2021-09-13,6.17,6.35,6.01
2021-09-14,6.17,6.31,6.13
2021-09-15,6.26,6.34,6.12
2021-09-16,6.13,6.34,6.11
2021-09-17,6.23,6.33,6.13
2021-09-22,6.22,6.22,6.05
2021-09-23,6.29,6.39,6.23
2021-09-24,6.18,6.35,6.08
2021-09-27,6.11,6.21,6.06
2021-09-28,6.12,6.17,5.87
2021-09-29,5.96,6.13,5.92
2021-09-30,6.09,6.13,5.96
2021-10-08,6.11,6.28,6.05
2021-10-11,6.06,6.13,5.96
2021-10-12,5.9,6.06,5.83
2021-10-13,5.75,5.88,5.62
2021-10-14,5.6,5.76,5.57
2021-10-15,5.75,5.8,5.61
2021-10-18,5.89,5.96,5.72
2021-10-19,5.91,5.94,5.8
2021-10-20,5.95,5.99,5.83
2021-10-21,5.81,5.97,5.75
2021-10-22,5.77,5.85,5.71
2021-10-25,5.76,5.86,5.7
2021-10-26,5.79,5.88,5.72
2021-10-27,5.69,5.78,5.65
2021-10-28,5.6,5.75,5.55
2021-10-29,5.66,5.68,5.5
2021-11-01,5.1,5.62,5.09
2021-11-02,4.91,5.15,4.83
2021-11-03,4.84,4.92,4.81
2021-11-04,4.81,4.86,4.8
2021-11-05,4.71,4.82,4.7
2021-11-08,4.68,4.74,4.67
2021-11-09,4.63,4.7,4.6
2021-11-10,4.64,4.66,4.57
2021-11-11,4.68,4.71,4.6
2021-11-12,4.62,4.7,4.61
2021-11-15,4.66,4.69,4.59
2021-11-16,4.63,4.76,4.62
2021-11-17,4.68,4.7,4.63
2021-11-18,4.67,4.72,4.66
2021-11-19,4.72,4.74,4.67
2021-11-22,4.78,4.84,4.72
2021-11-23,4.91,5.02,4.76
2021-11-24,4.86,4.91,4.83
2021-11-25,4.9,4.92,4.83
2021-11-26,4.77,4.9,4.77
2021-11-29,4.73,4.79,4.66
2021-11-30,4.79,4.83,4.72
2021-12-01,4.85,4.85,4.77
2021-12-02,5.06,5.15,4.84
2021-12-03,5.57,5.57,5.5
2021-12-06,5.8,5.86,5.57
2021-12-07,5.6,5.73,5.49
2021-12-08,5.72,5.77,5.59
2021-12-09,5.82,5.96,5.75
2021-12-10,5.7,5.77,5.66
2021-12-13,5.57,5.71,5.55
2021-12-14,5.42,5.57,5.39
2021-12-15,5.42,5.69,5.4
2021-12-16,5.49,5.51,5.36
2021-12-17,5.51,5.57,5.43
2021-12-20,5.51,5.57,5.45
2021-12-21,5.67,5.7,5.48
2021-12-22,5.61,5.71,5.56
2021-12-23,5.56,5.63,5.5
2021-12-24,5.48,5.56,5.46
2021-12-27,5.42,5.49,5.41
2021-12-28,5.44,5.46,5.36
2021-12-29,5.45,5.49,5.4
2021-12-30,5.49,5.51,5.42
2021-12-31,5.48,5.5,5.44
2022-01-04,5.65,5.72,5.5
2022-01-05,6.07,6.22,5.63
2022-01-06,5.95,6.14,5.9
2022-01-07,6.14,6.2,5.9
2022-01-10,6.07,6.17,5.98
2022-01-11,5.97,6.09,5.95
2022-01-12,5.95,6.01,5.86
2022-01-13,5.94,6.01,5.91
2022-01-14,5.78,6.01,5.75
2022-01-17,5.76,5.81,5.7
2022-01-18,5.89,5.94,5.75
2022-01-19,5.88,5.94,5.81
2022-01-20,5.89,5.93,5.82
2022-01-21,5.78,5.9,5.75
2022-01-24,5.78,5.93,5.64
2022-01-25,5.69,5.84,5.68
2022-01-26,5.83,5.92,5.64
2022-01-27,5.84,5.95,5.77
2022-01-28,5.67,5.94,5.65
2022-02-07,5.93,5.96,5.73
2022-02-08,6.03,6.06,5.88
2022-02-09,6.06,6.15,6.02
2022-02-10,6.12,6.12,6.03
2022-02-11,6.1,6.21,6.07
2022-02-14,5.88,6.1,5.83
2022-02-15,5.77,5.9,5.7
2022-02-16,5.92,5.94,5.78
2022-02-17,5.84,5.97,5.8
2022-02-18,5.94,5.95,5.79
2022-02-21,5.87,5.96,5.85
2022-02-22,5.79,5.88,5.74
2022-02-23,5.74,5.81,5.71
2022-02-24,5.6,5.77,5.53
2022-02-25,5.65,5.73,5.6
2022-02-28,5.69,5.71,5.58
2022-03-01,5.71,5.75,5.66
2022-03-02,5.76,5.77,5.65
2022-03-03,6.05,6.1,5.75
2022-03-04,5.86,6.06,5.82
2022-03-07,5.58,5.87,5.55
2022-03-08,5.31,5.62,5.3
2022-03-09,5.35,5.39,5.15
2022-03-10,5.42,5.51,5.36
2022-03-11,5.62,5.64,5.22
2022-03-14,5.6,5.8,5.58
2022-03-15,5.42,5.62,5.4
2022-03-16,5.72,5.74,5.45
2022-03-17,5.67,5.77,5.63
2022-03-18,5.63,5.73,5.55
2022-03-21,5.53,5.66,5.46
2022-03-22,5.6,5.63,5.48
2022-03-23,5.56,5.65,5.5
2022-03-24,5.51,5.57,5.48
2022-03-25,5.41,5.51,5.4
2022-03-28,5.46,5.5,5.25
2022-03-29,5.41,5.47,5.37
2022-03-30,5.42,5.44,5.35
2022-03-31,5.47,5.5,5.38
2022-04-01,6.02,6.02,5.65
2022-04-06,6.11,6.13,5.84
2022-04-07,6.14,6.21,6.0
2022-04-08,6.27,6.32,6.11
2022-04-11,6.08,6.32,6.06
2022-04-12,6.15,6.3,5.95
2022-04-13,6.09,6.25,6.05
2022-04-14,6.14,6.17,6.02
2022-04-15,6.19,6.23,6.04
2022-04-18,6.22,6.26,6.05
2022-04-19,6.24,6.33,6.17
2022-04-20,6.1,6.23,6.08
2022-04-21,5.98,6.12,5.95
2022-04-22,6.08,6.14,5.91
2022-04-25,5.75,6.01,5.75
2022-04-26,5.74,5.93,5.72
2022-04-27,5.79,5.82,5.62
2022-04-28,5.82,5.93,5.68
2022-04-29,5.93,5.93,5.73
2022-05-05,6.4,6.45,5.91
2022-05-06,6.14,6.41,6.11
2022-05-09,6.17,6.26,6.08
2022-05-10,6.21,6.23,5.96
2022-05-11,6.01,6.22,6.0
2022-05-12,6.05,6.08,5.88
2022-05-13,6.36,6.39,5.99
2022-05-16,6.24,6.35,6.15
2022-05-17,6.13,6.29,6.07
2022-05-18,6.08,6.18,6.05
2022-05-19,6.02,6.04,5.9
2022-05-20,6.16,6.19,6.01
2022-05-23,6.12,6.21,6.1
2022-05-24,5.95,6.18,5.94
2022-05-25,6.23,6.25,5.93
2022-05-26,6.3,6.33,6.19
2022-05-27,6.3,6.34,6.22
2022-05-30,6.29,6.43,6.22
2022-05-31,6.25,6.38,6.24
2022-06-01,6.43,6.49,6.24
2022-06-02,6.19,6.42,6.16
2022-06-06,6.2,6.22,6.09
2022-06-07,6.27,6.34,6.17
2022-06-08,6.24,6.33,6.11
2022-06-09,6.14,6.26,6.12
2022-06-10,6.15,6.18,6.07
2022-06-13,5.99,6.16,5.95
2022-06-14,6.03,6.04,5.89
2022-06-15,6.06,6.17,6.0
2022-06-16,5.96,6.12,5.95
2022-06-17,5.93,5.95,5.86
2022-06-20,5.95,5.97,5.88
2022-06-21,5.86,5.96,5.82
2022-06-22,5.82,5.9,5.82
2022-06-23,5.86,5.86,5.75
2022-06-24,5.9,5.92,5.81
2022-06-27,5.86,5.93,5.82
2022-06-28,5.9,5.91,5.8
2022-06-29,5.83,5.92,5.82
2022-06-30,5.83,5.9,5.8
2022-07-01,5.83,5.84,5.78
2022-07-04,5.83,5.83,5.75
2022-07-05,5.92,5.99,5.81
2022-07-06,5.71,5.92,5.66
2022-07-07,5.69,5.77,5.67
2022-07-08,5.75,5.76,5.68
2022-07-11,5.7,5.75,5.66
2022-07-12,5.67,5.73,5.66
2022-07-13,5.66,5.71,5.64
2022-07-14,5.64,5.7,5.55
2022-07-15,5.5,5.66,5.5
2022-07-18,5.54,5.56,5.45
2022-07-19,5.6,5.62,5.53
2022-07-20,5.62,5.64,5.59
2022-07-21,5.57,5.66,5.57
2022-07-22,5.6,5.62,5.56
2022-07-25,5.58,5.64,5.58
2022-07-26,5.62,5.62,5.51
2022-07-27,5.56,5.61,5.55
2022-07-28,5.56,5.59,5.53
2022-07-29,5.48,5.55,5.45
2022-08-01,5.47,5.49,5.41
2022-08-02,5.35,5.44,5.2
2022-08-03,5.25,5.39,5.24
2022-08-04,5.32,5.33,5.25
2022-08-05,5.37,5.38,5.27
2022-08-08,5.4,5.43,5.36
2022-08-09,5.4,5.43,5.35
2022-08-10,5.37,5.42,5.35
2022-08-11,5.47,5.47,5.4
2022-08-12,5.5,5.51,5.45
2022-08-15,5.49,5.54,5.46
2022-08-16,5.45,5.52,5.45
2022-08-17,5.49,5.5,5.43
2022-08-18,5.41,5.49,5.38
2022-08-19,5.25,5.27,5.21
2022-08-22,5.38,5.41,5.25
2022-08-23,5.34,5.38,5.3
2022-08-24,5.29,5.38,5.27
2022-08-25,5.43,5.45,5.29
2022-08-26,5.41,5.44,5.37
2022-08-29,5.39,5.4,5.31
2022-08-30,5.39,5.55,5.37
2022-08-31,5.41,5.48,5.37
2022-09-01,5.33,5.45,5.31
2022-09-02,5.3,5.37,5.28
2022-09-05,5.43,5.44,5.3
2022-09-06,5.49,5.51,5.42
2022-09-07,5.49,5.5,5.43
2022-09-08,5.55,5.56,5.47
2022-09-09,5.6,5.63,5.51
2022-09-13,5.54,5.6,5.51
2022-09-14,5.49,5.54,5.45
2022-09-15,5.51,5.55,5.44
","date,Upper,Middle,Lower,high
2021-08-27,5.382671737357087,5.130671737357087,4.878671737357087,5.33
2021-08-30,5.485655381418317,5.169655381418317,4.853655381418317,5.64
2021-08-31,5.52968820223562,5.20968820223562,4.88968820223562,5.68
2021-09-01,5.595908373451275,5.265908373451275,4.935908373451275,5.85
2021-09-02,5.681059956932105,5.331059956932106,4.981059956932106,5.98
2021-09-03,5.748578056271905,5.3785780562719046,5.008578056271904,5.94
2021-09-06,5.820237289007914,5.428237289007914,5.0362372890079135,6.0
2021-09-07,5.893833737673827,5.479833737673827,5.065833737673827,6.07
2021-09-08,6.017278143609654,5.551278143609654,5.085278143609654,6.34
2021-09-09,6.0842992727896865,5.6082992727896865,5.132299272789687,6.23
2021-09-10,6.166175532524003,5.654175532524002,5.142175532524002,6.37
2021-09-13,6.199301672283621,5.7033016722836205,5.20730167228362,6.35
2021-09-14,6.247749132066133,5.747749132066133,5.247749132066133,6.31
2021-09-15,6.286534929012216,5.796534929012216,5.306534929012216,6.34
2021-09-16,6.318293507201529,5.828293507201529,5.338293507201529,6.34
2021-09-17,6.356551268420432,5.866551268420432,5.376551268420432,6.33
2021-09-22,6.388213052380391,5.900213052380391,5.41221305238039,6.22
2021-09-23,6.417335618820354,5.937335618820353,5.457335618820353,6.39
2021-09-24,6.420446512266033,5.960446512266033,5.500446512266033,6.35
2021-09-27,6.432689701574031,5.974689701574031,5.51668970157403,6.21
2021-09-28,6.4365287776145985,5.988528777614599,5.5405287776145995,6.17
2021-09-29,6.407811751175114,5.985811751175114,5.563811751175114,6.13
2021-09-30,6.415734441539389,5.995734441539389,5.575734441539389,6.13
2021-10-08,6.428616875678495,6.006616875678495,5.5846168756784955,6.28
2021-10-11,6.421700982756734,6.011700982756734,5.601700982756734,6.13
2021-10-12,6.417062793922759,6.001062793922759,5.585062793922758,6.06
2021-10-13,6.413152051644401,5.977152051644401,5.541152051644401,5.88
2021-10-14,6.381232808630648,5.941232808630648,5.501232808630649,5.76
2021-10-15,6.349020160189634,5.923020160189634,5.497020160189634,5.8
2021-10-18,6.3638753830287165,5.9198753830287165,5.475875383028717,5.96
2021-10-19,6.330934870359315,5.918934870359315,5.5069348703593155,5.94
2021-10-20,6.323893454134619,5.921893454134619,5.5198934541346185,5.99
2021-10-21,6.3232369346932265,5.9112369346932265,5.499236934693227,5.97
2021-10-22,6.291785798055777,5.897785798055777,5.503785798055777,5.85
2021-10-25,6.276663341098085,5.884663341098085,5.492663341098084,5.86
2021-10-26,6.25364778480303,5.8756477848030295,5.497647784803029,5.88
2021-10-27,6.207967043393217,5.857967043393217,5.507967043393218,5.78
2021-10-28,6.185398753546244,5.833398753546244,5.481398753546244,5.75
2021-10-29,6.164884586541839,5.816884586541839,5.468884586541839,5.68
2021-11-01,6.162609864014045,5.748609864014045,5.334609864014046,5.62
2021-11-02,6.11874225791747,5.6687422579174696,5.218742257917469,5.15
2021-11-03,6.029814423830092,5.5898144238300915,5.149814423830091,4.92
2021-11-04,5.923546383465321,5.5155463834653204,5.10754638346532,4.86
2021-11-05,5.8428276802781465,5.438827680278147,5.034827680278147,4.82
2021-11-08,5.7525583773945135,5.366558377394513,4.980558377394513,4.74
2021-11-09,5.670409960499798,5.296409960499798,4.922409960499797,4.7
2021-11-10,5.597894726166484,5.233894726166484,4.869894726166483,4.66
2021-11-11,5.527142847483962,5.181142847483962,4.8351428474839615,4.71
2021-11-12,5.4557006715331084,5.127700671533108,4.799700671533108,4.7
2021-11-15,5.317157750434718,5.083157750434717,4.849157750434716,4.69
2021-11-16,5.237999869440935,5.039999869440934,4.841999869440934,4.76
2021-11-17,5.195714167589417,5.005714167589416,4.815714167589416,4.7
2021-11-18,5.163741389723758,4.973741389723758,4.783741389723757,4.72
2021-11-19,5.1295755430834005,4.9495755430834,4.769575543083399,4.74
2021-11-22,5.123425491361171,4.933425491361171,4.743425491361171,4.84
2021-11-23,5.153194492183917,4.931194492183916,4.709194492183916,5.02
2021-11-24,5.1444140643568765,4.924414064356877,4.704414064356877,4.91
2021-11-25,5.138088915370508,4.922088915370508,4.706088915370508,4.92
2021-11-26,5.131604256763794,4.907604256763793,4.683604256763793,4.9
2021-11-29,5.120689565643433,4.890689565643433,4.660689565643432,4.79
2021-11-30,5.105100083201201,4.881100083201201,4.6571000832012,4.83
2021-12-01,5.104138170515372,4.878138170515372,4.652138170515372,4.85
2021-12-02,5.171458344752004,4.8954583447520035,4.619458344752003,5.15
2021-12-03,5.323700407156576,4.959700407156575,4.595700407156574,5.57
2021-12-06,5.43772893980833,5.039728939808329,4.641728939808329,5.86
2021-12-07,5.501088088398013,5.093088088398012,4.685088088398012,5.73
2021-12-08,5.580793984741058,5.152793984741058,4.7247939847410585,5.77
2021-12-09,5.67433741476572,5.21633741476572,4.75833741476572,5.96
2021-12-10,5.726400518121366,5.262400518121366,4.798400518121365,5.77
2021-12-13,5.761695706871713,5.291695706871712,4.8216957068717115,5.71
2021-12-14,5.787915163360121,5.303915163360121,4.819915163360121,5.57
2021-12-15,5.84097086208773,5.314970862087729,4.788970862087728,5.69
2021-12-16,5.8256403037936595,5.33164030379366,4.83764030379366,5.51
2021-12-17,5.768626941527597,5.348626941527597,4.928626941527597,5.57
2021-12-20,5.749995804239254,5.363995804239254,4.977995804239254,5.57
2021-12-21,5.761139060978373,5.393139060978372,5.025139060978372,5.7
2021-12-22,5.775792483742338,5.413792483742338,5.051792483742338,5.71
2021-12-23,5.76771700910021,5.42771700910021,5.08771700910021,5.63
2021-12-24,5.760696341566857,5.4326963415668565,5.104696341566856,5.56
2021-12-27,5.743487166179538,5.431487166179537,5.119487166179537,5.49
2021-12-28,5.728297912257677,5.432297912257677,5.136297912257676,5.46
2021-12-29,5.689983825375993,5.433983825375993,5.177983825375993,5.49
2021-12-30,5.683318699149708,5.439318699149708,5.195318699149708,5.51
2021-12-31,5.671193108754498,5.443193108754498,5.215193108754498,5.5
2022-01-04,5.714889003158831,5.462889003158831,5.210889003158831,5.72
2022-01-05,5.846709098096085,5.520709098096085,5.1947090980960855,6.22
2022-01-06,5.905593945896457,5.561593945896457,5.217593945896458,6.14
2022-01-07,5.994680236763461,5.616680236763462,5.238680236763463,6.2
2022-01-10,6.055853547547893,5.659853547547894,5.263853547547895,6.17
2022-01-11,6.097391304924285,5.6893913049242855,5.281391304924286,6.09
2022-01-12,6.132211180645781,5.714211180645782,5.296211180645782,6.01
2022-01-13,6.155714877727135,5.735714877727136,5.315714877727137,6.01
2022-01-14,6.193932508419788,5.739932508419789,5.285932508419791,6.01
2022-01-17,6.205843698094095,5.741843698094096,5.277843698094096,5.81
2022-01-18,6.209953822085134,5.755953822085134,5.301953822085134,5.94
2022-01-19,6.1297677437913105,5.767767743791311,5.405767743791312,5.94
2022-01-20,6.115408911049281,5.7794089110492814,5.443408911049282,5.93
2022-01-21,6.085465205235064,5.779465205235064,5.473465205235064,5.9
2022-01-24,6.105516138069818,5.779516138069819,5.453516138069819,5.93
2022-01-25,6.100990791586979,5.770990791586979,5.440990791586979,5.84
2022-01-26,6.132610716197743,5.776610716197743,5.420610716197743,5.92
2022-01-27,6.154647790845577,5.782647790845577,5.4106477908455775,5.95
2022-01-28,6.149919429812665,5.771919429812665,5.393919429812665,5.94
2022-02-07,6.200974722211459,5.7869747222114585,5.372974722211458,5.96
2022-02-08,6.222119986762748,5.810119986762748,5.398119986762748,6.06
2022-02-09,6.245918083261534,5.833918083261534,5.421918083261534,6.15
2022-02-10,6.2691639800937695,5.861163980093769,5.453163980093769,6.12
2022-02-11,6.2899102677038865,5.883910267703886,5.477910267703885,6.21
2022-02-14,6.2855378612558965,5.883537861255896,5.481537861255896,6.1
2022-02-15,6.282724731612478,5.872724731612478,5.462724731612478,5.9
2022-02-16,6.265227138125575,5.877227138125575,5.4892271381255755,5.94
2022-02-17,6.259681696399331,5.873681696399331,5.4876816963993305,5.97
2022-02-18,6.239997725313681,5.879997725313681,5.51999772531368,5.95
2022-02-21,6.203045560998092,5.879045560998092,5.555045560998092,5.96
2022-02-22,6.186565031379226,5.870565031379226,5.5545650313792265,5.88
2022-02-23,6.168130266485966,5.858130266485967,5.548130266485967,5.81
2022-02-24,6.173546431582541,5.833546431582541,5.4935464315825415,5.77
2022-02-25,6.154065819050871,5.816065819050871,5.478065819050871,5.73
2022-02-28,6.114059550569836,5.804059550569836,5.494059550569835,5.71
2022-03-01,6.083101498134614,5.795101498134613,5.507101498134613,5.75
2022-03-02,6.069758498312269,5.791758498312269,5.51375849831227,5.77
2022-03-03,6.130352927044434,5.816352927044434,5.502352927044434,6.1
2022-03-04,6.15050979113544,5.820509791135441,5.490509791135442,6.06
2022-03-07,6.1696040967415895,5.79760409674159,5.42560409674159,5.87
2022-03-08,6.159165611337627,5.751165611337628,5.3431656113376285,5.62
2022-03-09,6.148959362638807,5.712959362638807,5.276959362638807,5.39
2022-03-10,6.10505847095892,5.6850584709589205,5.2650584709589205,5.51
2022-03-11,6.15686242610569,5.67886242610569,5.20086242610569,5.64
2022-03-14,6.167351718857528,5.671351718857529,5.175351718857529,5.8
2022-03-15,6.169413459918716,5.647413459918717,5.125413459918717,5.62
2022-03-16,6.216326463735982,5.654326463735982,5.092326463735983,5.74
2022-03-17,6.175819181475412,5.655819181475413,5.135819181475413,5.77
2022-03-18,6.161360211811087,5.653360211811087,5.145360211811087,5.73
2022-03-21,6.125611620210031,5.641611620210031,5.157611620210031,5.66
2022-03-22,6.087648608761457,5.637648608761457,5.187648608761457,5.63
2022-03-23,6.0622535031651275,5.630253503165127,5.198253503165127,5.65
2022-03-24,6.036800788577973,5.618800788577973,5.200800788577973,5.57
2022-03-25,5.954914999189594,5.598914999189594,5.242914999189594,5.51
2022-03-28,5.947684999266775,5.585684999266775,5.223684999266775,5.5
2022-03-29,5.906953094574701,5.568953094574701,5.2309530945747005,5.47
2022-03-30,5.846767085567587,5.554767085567587,5.262767085567587,5.44
2022-03-31,5.834694029799246,5.546694029799245,5.258694029799245,5.5
2022-04-01,5.953770788865984,5.5917707888659836,5.2297707888659835,6.02
2022-04-06,6.021125951831128,5.641125951831128,5.261125951831128,6.13
2022-04-07,6.08063776594245,5.68863776594245,5.2966377659424495,6.21
2022-04-08,6.148005597757455,5.744005597757455,5.340005597757455,6.32
2022-04-11,6.214005064637697,5.7760050646376975,5.338005064637698,6.32
2022-04-12,6.297623629910297,5.811623629910297,5.3256236299102975,6.3
2022-04-13,6.314135665156936,5.838135665156936,5.362135665156936,6.25
2022-04-14,6.352884649427705,5.866884649427704,5.380884649427704,6.17
2022-04-15,6.4036575399584,5.8976575399583995,5.391657539958399,6.23
2022-04-18,6.452356821867124,5.928356821867124,5.404356821867124,6.26
2022-04-19,6.404037124546446,5.958037124546445,5.512037124546445,6.33
2022-04-20,6.391557398399164,5.971557398399164,5.551557398399164,6.23
2022-04-21,6.384361455694482,5.972361455694482,5.5603614556944825,6.12
2022-04-22,6.398612745628341,5.982612745628341,5.5666127456283405,6.14
2022-04-25,6.390459150806594,5.960459150806594,5.530459150806594,6.01
2022-04-26,6.341463041205967,5.939463041205967,5.537463041205966,5.93
2022-04-27,6.327228465853017,5.925228465853017,5.523228465853017,5.82
2022-04-28,6.337206707200349,5.915206707200349,5.49320670720035,5.93
2022-04-29,6.340615592228887,5.916615592228887,5.492615592228888,5.93
2022-05-05,6.4526522024928035,5.962652202492803,5.472652202492803,6.45
2022-05-06,6.4975424689220596,5.97954246892206,5.46154246892206,6.41
2022-05-09,6.519681281405672,5.997681281405673,5.475681281405674,6.26
2022-05-10,6.55990211174799,6.01790211174799,5.47590211174799,6.23
2022-05-11,6.557149529676753,6.017149529676753,5.477149529676753,6.22
2022-05-12,6.534278145898015,6.020278145898015,5.506278145898015,6.08
2022-05-13,6.604632608193442,6.052632608193442,5.500632608193443,6.39
2022-05-16,6.6244771216988285,6.070477121698829,5.51647712169883,6.35
2022-05-17,6.624145967251321,6.076145967251321,5.528145967251321,6.29
2022-05-18,6.61051301798929,6.07651301798929,5.5425130179892905,6.18
2022-05-19,6.533130825799834,6.071130825799834,5.609130825799834,6.04
2022-05-20,6.51759455667604,6.0795945566760405,5.641594556676041,6.19
2022-05-23,6.507442694135466,6.083442694135465,5.659442694135465,6.21
2022-05-24,6.488733866122564,6.070733866122564,5.6527338661225635,6.18
2022-05-25,6.523902069348987,6.085902069348987,5.647902069348987,6.25
2022-05-26,6.532292348458607,6.106292348458607,5.6802923484586065,6.33
2022-05-27,6.494740696224453,6.124740696224453,5.754740696224453,6.34
2022-05-30,6.51047967753641,6.14047967753641,5.77047967753641,6.43
2022-05-31,6.504910184437704,6.150910184437704,5.796910184437704,6.38
2022-06-01,6.555490166872208,6.177490166872208,5.799490166872208,6.49
2022-06-02,6.574681579551045,6.1786815795510455,5.782681579551046,6.42
2022-06-06,6.566711905308089,6.180711905308089,5.794711905308088,6.22
2022-06-07,6.587215533373985,6.189215533373985,5.791215533373985,6.34
2022-06-08,6.588052149243129,6.194052149243129,5.800052149243129,6.33
2022-06-09,6.546904325505688,6.188904325505688,5.8309043255056885,6.26
2022-06-10,6.537199151648003,6.185199151648003,5.833199151648004,6.18
2022-06-13,6.536608756252955,6.1666087562529555,5.796608756252956,6.16
2022-06-14,6.511598398514578,6.153598398514578,5.795598398514579,6.04
2022-06-15,6.508684265322714,6.144684265322714,5.780684265322714,6.17
2022-06-16,6.475095287672932,6.127095287672932,5.7790952876729325,6.12
2022-06-17,6.4223243078945575,6.1083243078945575,5.794324307894557,5.95
2022-06-20,6.39924580238079,6.09324580238079,5.78724580238079,5.97
2022-06-21,6.371031916439763,6.071031916439763,5.771031916439763,5.96
2022-06-22,6.319124114874071,6.047124114874071,5.775124114874072,5.9
2022-06-23,6.295302770600351,6.029302770600351,5.763302770600351,5.86
2022-06-24,6.282988221019365,6.016988221019365,5.750988221019365,5.92
2022-06-27,6.248036961874663,6.002036961874664,5.756036961874664,5.93
2022-06-28,6.230319155981838,5.992319155981838,5.754319155981839,5.91
2022-06-29,6.200860188745472,5.976860188745472,5.752860188745472,5.92
2022-06-30,6.172873504103046,5.962873504103046,5.752873504103046,5.9
2022-07-01,6.15221888466466,5.95021888466466,5.74821888466466,5.84
2022-07-04,6.13876946707755,5.93876946707755,5.7387694670775495,5.83
2022-07-05,6.14498189878445,5.93698189878445,5.72898189878445,5.99
2022-07-06,6.159364575090692,5.915364575090692,5.671364575090692,5.92
2022-07-07,6.1359012822249115,5.8939012822249115,5.6519012822249115,5.77
2022-07-08,6.116196398203491,5.880196398203491,5.6441963982034915,5.76
2022-07-11,6.095034836469826,5.863034836469826,5.6310348364698255,5.75
2022-07-12,6.0686505663298425,5.844650566329842,5.620650566329842,5.73
2022-07-13,6.045064798107953,5.827064798107953,5.609064798107953,5.71
2022-07-14,6.037249103050053,5.809249103050053,5.5812491030500535,5.7
2022-07-15,6.027796807521477,5.7797968075214765,5.531796807521476,5.66
2022-07-18,6.010959016328956,5.756959016328955,5.502959016328955,5.56
2022-07-19,5.97801053858334,5.74201053858334,5.50601053858334,5.62
2022-07-20,5.924390487289688,5.7303904872896885,5.5363904872896885,5.64
2022-07-21,5.907115202785909,5.715115202785909,5.523115202785909,5.66
2022-07-22,5.892151850139632,5.704151850139632,5.516151850139632,5.62
2022-07-25,5.874327864412048,5.692327864412047,5.510327864412047,5.64
2022-07-26,5.875439496372805,5.685439496372805,5.495439496372804,5.62
2022-07-27,5.863492877670633,5.673492877670633,5.483492877670632,5.61
2022-07-28,5.834684032178191,5.662684032178191,5.490684032178192,5.59
2022-07-29,5.807285552923125,5.645285552923125,5.4832855529231255,5.55
2022-08-01,5.784591690739971,5.628591690739971,5.472591690739971,5.49
2022-08-02,5.794059148764736,5.602059148764736,5.410059148764736,5.44
2022-08-03,5.780529706025237,5.568529706025237,5.3565297060252375,5.39
2022-08-04,5.75486021021331,5.54486021021331,5.33486021021331,5.33
2022-08-05,5.748206856859661,5.528206856859661,5.308206856859662,5.38
2022-08-08,5.7379966800158835,5.515996680015884,5.293996680015884,5.43
2022-08-09,5.720949377157227,5.504949377157228,5.288949377157229,5.43
2022-08-10,5.708097055523206,5.492097055523207,5.276097055523207,5.42
2022-08-11,5.713992574044806,5.489992574044806,5.265992574044807,5.47
2022-08-12,5.704945662231014,5.490945662231015,5.276945662231015,5.51
2022-08-15,5.7048555991613945,5.490855599161395,5.2768555991613955,5.54
2022-08-16,5.660964589717452,5.486964589717452,5.312964589717453,5.52
2022-08-17,5.645253676411028,5.4872536764110285,5.329253676411029,5.5
2022-08-18,5.643896183419502,5.479896183419502,5.315896183419502,5.49
2022-08-19,5.64000130880812,5.458001308808121,5.276001308808121,5.27
2022-08-22,5.650572612731157,5.450572612731157,5.2505726127311565,5.41
2022-08-23,5.640041887709143,5.4400418877091425,5.240041887709142,5.38
2022-08-24,5.633752184117796,5.425752184117796,5.217752184117796,5.38
2022-08-25,5.646156738011339,5.426156738011339,5.206156738011339,5.45
2022-08-26,5.646618001057878,5.424618001057878,5.2026180010578775,5.44
2022-08-29,5.647321048576176,5.421321048576176,5.195321048576176,5.4
2022-08-30,5.666338091568922,5.418338091568922,5.170338091568921,5.55
2022-08-31,5.6735439876099765,5.417543987609976,5.161543987609976,5.48
2022-09-01,5.671206464980455,5.409206464980454,5.147206464980454,5.45
2022-09-02,5.638805849268031,5.39880584926803,5.15880584926803,5.37
2022-09-05,5.637776720766314,5.401776720766313,5.165776720766313,5.44
2022-09-06,5.648178937836189,5.410178937836188,5.172178937836188,5.51
2022-09-07,5.647780943756552,5.417780943756552,5.187780943756551,5.5
2022-09-08,5.646373234827356,5.430373234827356,5.214373234827356,5.56
2022-09-09,5.672528164843798,5.446528164843798,5.220528164843798,5.63
2022-09-13,5.679430244382484,5.455430244382484,5.231430244382484,5.6
2022-09-14,5.664722602060343,5.458722602060343,5.252722602060342,5.54
2022-09-15,5.669606163768882,5.4636061637688815,5.257606163768881,5.55
"
1581,CN,technical,时代电气从2023年09月23日到2024年05月24日，最高价大于肯特纳通道下轨的天数比例是多少？（单位：%）（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,97.7064,medium,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2023-06-01,44.35,46.0,43.96
2023-06-02,44.31,44.66,44.02
2023-06-05,43.02,44.96,42.97
2023-06-06,42.48,43.46,42.29
2023-06-07,42.41,42.98,41.87
2023-06-08,42.15,42.51,41.9
2023-06-09,43.8,43.8,42.0
2023-06-12,42.46,43.83,41.58
2023-06-13,41.85,42.46,41.42
2023-06-14,41.61,42.15,41.61
2023-06-15,42.41,42.54,41.45
2023-06-16,42.73,43.18,42.31
2023-06-19,42.72,43.38,42.59
2023-06-20,42.34,43.1,42.27
2023-06-21,41.4,42.73,41.4
2023-06-26,40.71,41.5,40.43
2023-06-27,41.18,41.43,40.68
2023-06-28,41.46,41.66,40.8
2023-06-29,41.87,42.6,41.15
2023-06-30,41.86,42.43,41.71
2023-07-03,42.78,43.77,41.86
2023-07-04,44.46,46.15,42.53
2023-07-05,44.21,45.08,44.09
2023-07-06,44.25,44.86,43.88
2023-07-07,43.28,44.56,43.12
2023-07-10,43.1,44.15,42.76
2023-07-11,43.75,44.05,43.1
2023-07-12,43.3,44.32,43.17
2023-07-13,44.56,44.75,43.35
2023-07-14,43.33,44.7,43.12
2023-07-17,42.91,43.14,42.5
2023-07-18,43.17,43.44,42.71
2023-07-19,43.08,43.65,42.97
2023-07-20,42.18,43.43,42.14
2023-07-21,42.18,42.49,42.0
2023-07-24,41.63,42.12,41.45
2023-07-25,42.77,42.9,41.81
2023-07-26,42.88,43.59,42.6
2023-07-27,42.78,43.42,42.61
2023-07-28,43.4,43.43,42.02
2023-07-31,45.0,45.15,43.36
2023-08-01,44.66,44.93,44.33
2023-08-02,44.61,44.96,44.12
2023-08-03,45.08,45.39,44.27
2023-08-04,44.69,45.6,44.63
2023-08-07,44.65,44.86,44.17
2023-08-08,43.24,44.05,42.88
2023-08-09,43.25,43.49,42.85
2023-08-10,42.91,43.45,42.53
2023-08-11,41.93,43.14,41.85
2023-08-14,41.09,41.8,40.55
2023-08-15,40.29,41.28,39.9
2023-08-16,39.61,40.5,39.53
2023-08-17,39.91,40.29,39.03
2023-08-18,39.51,40.75,39.4
2023-08-21,38.5,39.74,38.5
2023-08-22,39.44,39.62,38.14
2023-08-23,41.68,42.48,40.53
2023-08-24,42.65,43.34,41.78
2023-08-25,41.36,42.63,41.22
2023-08-28,41.89,44.99,41.82
2023-08-29,43.48,43.87,41.89
2023-08-30,44.15,44.6,43.39
2023-08-31,43.64,44.69,43.4
2023-09-01,44.0,44.14,43.3
2023-09-04,43.99,44.66,43.95
2023-09-05,43.53,44.49,43.35
2023-09-06,43.19,43.76,42.81
2023-09-07,42.45,43.39,42.45
2023-09-08,42.47,42.97,42.28
2023-09-11,42.92,43.29,42.39
2023-09-12,43.01,43.27,42.4
2023-09-13,42.77,43.03,42.48
2023-09-14,41.58,43.1,41.36
2023-09-15,41.32,42.0,41.16
2023-09-18,41.0,41.54,40.86
2023-09-19,40.6,41.14,40.12
2023-09-20,40.08,40.7,40.08
2023-09-21,39.96,40.29,39.8
2023-09-22,40.35,40.47,39.73
2023-09-25,40.03,40.35,39.77
2023-09-26,39.72,40.12,39.55
2023-09-27,39.68,40.56,39.67
2023-09-28,39.78,40.06,39.6
2023-10-09,39.64,40.02,39.31
2023-10-10,39.37,40.09,39.37
2023-10-11,39.4,39.74,39.1
2023-10-12,39.63,39.89,39.2
2023-10-13,39.0,39.66,38.66
2023-10-16,38.0,39.14,37.78
2023-10-17,38.28,38.37,37.59
2023-10-18,37.46,38.2,37.42
2023-10-19,36.71,37.45,36.71
2023-10-20,36.49,36.99,36.36
2023-10-23,36.43,36.97,36.16
2023-10-24,36.17,36.97,35.9
2023-10-25,36.86,37.08,36.4
2023-10-26,38.26,38.38,36.46
2023-10-27,38.17,38.54,37.0
2023-10-30,39.39,39.47,37.87
2023-10-31,38.74,39.33,38.59
2023-11-01,38.34,38.87,38.33
2023-11-02,37.92,39.01,37.91
2023-11-03,40.06,40.36,37.82
2023-11-06,40.65,41.5,40.05
2023-11-07,40.54,41.04,40.25
2023-11-08,40.03,40.53,39.88
2023-11-09,39.74,40.26,39.72
2023-11-10,39.4,40.18,38.95
2023-11-13,39.45,39.74,39.09
2023-11-14,39.75,40.16,39.4
2023-11-15,39.74,40.2,39.46
2023-11-16,39.58,39.82,39.52
2023-11-17,39.69,39.75,39.31
2023-11-20,39.4,39.8,39.23
2023-11-21,38.91,39.64,38.83
2023-11-22,37.95,39.01,37.83
2023-11-23,37.92,38.13,37.55
2023-11-24,37.44,38.03,37.34
2023-11-27,37.51,37.89,37.3
2023-11-28,38.18,38.38,37.08
2023-11-29,38.17,38.79,37.92
2023-11-30,38.49,38.88,37.81
2023-12-01,37.69,38.39,36.92
2023-12-04,36.86,37.96,36.85
2023-12-05,36.21,37.01,36.16
2023-12-06,36.16,36.56,35.91
2023-12-07,35.93,36.27,35.18
2023-12-08,36.99,36.99,35.7
2023-12-11,36.27,36.65,35.46
2023-12-12,36.05,36.33,35.8
2023-12-13,35.27,36.04,35.23
2023-12-14,35.22,35.99,35.22
2023-12-15,34.7,35.58,34.69
2023-12-18,33.91,34.86,33.8
2023-12-19,33.97,34.16,33.7
2023-12-20,33.79,34.41,33.79
2023-12-21,34.22,34.39,33.47
2023-12-22,34.64,34.88,33.97
2023-12-25,34.8,34.96,34.53
2023-12-26,34.5,34.85,34.37
2023-12-27,34.59,34.73,34.12
2023-12-28,36.22,36.46,34.32
2023-12-29,36.33,36.77,35.95
2024-01-02,35.71,36.37,35.71
2024-01-03,35.65,35.96,35.53
2024-01-04,35.11,35.88,34.83
2024-01-05,34.39,35.29,34.3
2024-01-08,33.4,34.66,33.4
2024-01-09,34.11,34.35,33.38
2024-01-10,34.0,34.7,33.66
2024-01-11,34.95,35.01,33.9
2024-01-12,35.73,35.96,34.91
2024-01-15,35.72,36.5,34.62
2024-01-16,35.61,35.88,34.92
2024-01-17,34.86,35.76,34.7
2024-01-18,34.36,34.97,33.85
2024-01-19,33.83,34.68,33.68
2024-01-22,32.18,33.98,31.99
2024-01-23,33.35,33.54,32.05
2024-01-24,33.4,33.49,32.32
2024-01-25,36.07,36.12,33.11
2024-01-26,35.5,36.1,35.18
2024-01-29,35.21,36.38,35.19
2024-01-30,34.4,35.6,34.38
2024-01-31,33.3,34.78,33.13
2024-02-01,33.03,34.15,33.0
2024-02-02,32.25,33.47,31.01
2024-02-05,32.1,32.9,30.25
2024-02-06,33.7,33.93,31.5
2024-02-07,34.5,34.57,33.41
2024-02-08,35.5,35.98,34.58
2024-02-19,35.28,35.88,34.92
2024-02-20,35.24,35.34,34.66
2024-02-21,35.8,36.46,34.83
2024-02-22,35.76,35.95,35.36
2024-02-23,35.84,36.15,35.37
2024-02-26,38.0,38.58,36.5
2024-02-27,38.55,38.63,37.45
2024-02-28,37.62,39.42,37.62
2024-02-29,38.85,38.94,37.59
2024-03-01,42.56,43.29,39.5
2024-03-04,44.79,45.26,42.66
2024-03-05,44.1,45.05,43.68
2024-03-06,43.81,44.75,43.68
2024-03-07,44.73,46.68,43.9
2024-03-08,44.76,45.12,43.68
2024-03-11,44.82,46.6,44.33
2024-03-12,43.32,45.0,43.09
2024-03-13,43.4,43.9,42.85
2024-03-14,41.8,43.51,41.29
2024-03-15,43.19,43.39,41.44
2024-03-18,44.9,45.33,43.0
2024-03-19,45.12,45.56,44.24
2024-03-20,44.18,45.19,43.88
2024-03-21,43.31,44.42,43.22
2024-03-22,43.26,44.35,43.09
2024-03-25,42.46,43.79,42.24
2024-03-26,43.07,43.62,42.05
2024-03-27,44.43,45.28,43.07
2024-03-28,44.71,45.65,44.11
2024-03-29,47.5,47.93,45.09
2024-04-01,47.94,48.83,46.84
2024-04-02,48.88,50.0,47.74
2024-04-03,47.42,48.7,47.28
2024-04-08,47.28,48.09,46.91
2024-04-09,46.97,48.0,46.62
2024-04-10,46.68,47.96,46.05
2024-04-11,48.38,48.92,46.21
2024-04-12,48.74,49.15,48.18
2024-04-15,51.97,52.7,48.74
2024-04-16,51.49,52.68,50.2
2024-04-17,52.47,52.66,51.0
2024-04-18,52.02,52.55,51.6
2024-04-19,53.65,53.98,51.6
2024-04-22,51.36,53.46,51.27
2024-04-23,50.89,51.9,50.5
2024-04-24,50.43,51.32,49.88
2024-04-25,50.0,50.68,49.7
2024-04-26,50.0,51.54,49.5
2024-04-29,48.03,50.55,46.74
2024-04-30,47.72,48.6,47.62
2024-05-06,49.33,49.58,48.02
2024-05-07,48.93,50.13,48.78
2024-05-08,49.0,49.57,48.18
2024-05-09,49.98,50.29,49.0
2024-05-10,49.3,50.3,49.28
2024-05-13,51.75,52.85,50.34
2024-05-14,50.14,51.83,49.9
2024-05-15,49.19,51.25,49.0
2024-05-16,48.05,49.76,47.68
2024-05-17,48.01,48.48,46.8
2024-05-20,46.91,48.1,46.16
2024-05-21,46.86,47.42,46.48
2024-05-22,46.99,47.67,46.53
2024-05-23,46.48,47.26,46.28
2024-05-24,46.84,47.39,46.22
","date,Upper,Middle,Lower,high
2023-06-30,44.27727786785184,42.325277867851845,40.37327786785185,42.43
2023-07-03,44.48458473758024,42.36858473758024,40.25258473758024,43.77
2023-07-04,45.23376714352498,42.56776714352498,39.901767143524985,46.15
2023-07-05,45.43017027271308,42.72417027271308,40.018170272713085,45.08
2023-07-06,45.60548738959755,42.86948738959755,40.133487389597555,44.86
2023-07-07,45.66658382868351,42.908583828683504,40.1505838286835,44.56
2023-07-10,45.748813940237454,42.92681394023745,40.10481394023745,44.15
2023-07-11,45.867212612595786,43.005212612595784,40.14321261259578,44.05
2023-07-12,45.953287601872375,43.033287601872374,40.11328760187237,44.32
2023-07-13,46.098688782646434,43.17868878264643,40.25868878264643,44.75
2023-07-14,46.28509937477534,43.19309937477534,40.101099374775345,44.7
2023-07-17,46.042137529558644,43.16613752955865,40.29013752955865,43.14
2023-07-18,45.4645053838864,43.166505383886395,40.868505383886394,43.44
2023-07-19,45.39426677589721,43.15826677589721,40.922266775897214,43.65
2023-07-20,45.36309851152605,43.065098511526045,40.767098511526044,43.43
2023-07-21,45.08880341519023,42.98080341519023,40.87280341519023,42.49
2023-07-24,44.8281554708864,42.8521554708864,40.8761554708864,42.12
2023-07-25,44.88433114032579,42.84433114032579,40.80433114032579,42.9
2023-07-26,44.855728174580484,42.84772817458048,40.83972817458048,43.59
2023-07-27,44.72127787223949,42.84127787223949,40.961277872239485,43.42
2023-07-28,44.74048950345477,42.89448950345477,41.048489503454775,43.43
2023-07-31,45.13301431264955,43.09501431264955,41.05701431264956,45.15
2023-08-01,45.27006056858769,43.24406056858769,41.218060568587696,44.93
2023-08-02,45.43215003824601,43.37415003824601,41.31615003824601,44.96
2023-08-03,45.56061193936543,43.53661193936543,41.51261193936543,45.39
2023-08-04,45.766458421330626,43.64645842133063,41.52645842133063,45.6
2023-08-07,45.85403380977533,43.74203380977533,41.63003380977533,44.86
2023-08-08,45.9062210659872,43.6942210659872,41.482221065987204,44.05
2023-08-09,45.79391429779794,43.651914297797944,41.50991429779795,43.49
2023-08-10,45.74525579324576,43.58125579324576,41.41725579324576,43.45
2023-08-11,45.563993336746165,43.423993336746165,41.283993336746164,43.14
2023-08-14,45.259708257056054,43.201708257056055,41.143708257056055,41.8
2023-08-15,45.124402708765004,42.924402708765,40.724402708765,41.28
2023-08-16,44.834745307930234,42.608745307930235,40.382745307930236,40.5
2023-08-17,44.60572194527021,42.351721945270214,40.097721945270216,40.29
2023-08-18,44.41108176000638,42.081081760006384,39.751081760006386,40.75
2023-08-21,44.180026354291485,41.74002635429149,39.30002635429149,39.74
2023-08-22,43.90297622531134,41.520976225311344,39.138976225311346,39.62
2023-08-23,44.39812134671026,41.53612134671026,38.67412134671026,42.48
2023-08-24,44.65220502797595,41.642205027975955,38.63220502797596,43.34
2023-08-25,44.65332835864492,41.615328358644916,38.57732835864491,42.63
2023-08-28,45.1294875625835,41.6414875625835,38.1534875625835,44.99
2023-08-29,45.42458398519459,41.81658398519459,38.20858398519459,43.87
2023-08-30,45.69481408184272,42.03881408184272,38.382814081842724,44.6
2023-08-31,45.85330797881008,42.19130797881008,38.52930797881008,44.69
2023-09-01,45.92356436178055,42.36356436178055,38.803564361780545,44.14
2023-09-04,45.97246299399192,42.51846299399192,39.06446299399192,44.66
2023-09-05,46.00079985170697,42.61479985170697,39.22879985170697,44.49
2023-09-06,45.63758081821107,42.669580818211074,39.70158081821108,43.76
2023-09-07,45.47266835933383,42.64866835933383,39.824668359333835,43.39
2023-09-08,45.30765232511156,42.63165232511157,39.95565232511157,42.97
2023-09-11,44.789114008434275,42.65911400843428,40.529114008434284,43.29
2023-09-12,44.600531721916724,42.69253172191672,40.78453172191672,43.27
2023-09-13,44.475909653162745,42.69990965316275,40.92390965316275,43.03
2023-09-14,44.459251590956775,42.593251590956775,40.727251590956776,43.1
2023-09-15,44.33798953467518,42.47198953467518,40.60598953467518,42.0
2023-09-18,44.191800055182306,42.331800055182306,40.47180005518231,41.54
2023-09-19,44.002866716593516,42.16686671659352,40.33086671659352,41.14
2023-09-20,43.73811750548938,41.968117505489374,40.19811750548937,40.7
2023-09-21,43.4568682192523,41.77686821925229,40.096868219252286,40.29
2023-09-22,43.33097600789493,41.64097600789493,39.95097600789492,40.47
2023-09-25,43.113549721428754,41.48754972142875,39.861549721428744,40.35
2023-09-26,42.885211652721246,41.31921165272124,39.75321165272124,40.12
2023-09-27,42.797096257223984,41.163096257223984,39.52909625722398,40.56
2023-09-28,42.40937280415503,41.03137280415503,39.65337280415503,40.06
2023-10-09,42.25086110852122,40.89886110852122,39.54686110852121,40.02
2023-10-10,42.11325528866206,40.753255288662054,39.39325528866205,40.09
2023-10-11,41.90837383259901,40.624373832599005,39.340373832599,39.74
2023-10-12,41.827671562827675,40.52967156282767,39.23167156282767,39.89
2023-10-13,41.783988556844086,40.38398855684409,38.98398855684409,39.66
2023-10-16,41.680942027620844,40.15694202762084,38.63294202762084,39.14
2023-10-17,41.54218564403791,39.97818564403791,38.41418564403791,38.37
2023-10-18,41.36035843984382,39.73835843984382,38.11635843984382,38.2
2023-10-19,41.04394335033489,39.44994335033489,37.85594335033489,37.45
2023-10-20,40.79604398363633,39.16804398363633,37.54004398363633,36.99
2023-10-23,40.55527788995668,38.907277889956674,37.25927788995667,36.97
2023-10-24,40.36458475757984,38.646584757579845,36.92858475757985,36.97
2023-10-25,40.24843382828652,38.476433828286524,36.704433828286525,37.08
2023-10-26,40.47382108273543,38.455821082735426,36.437821082735425,38.38
2023-10-27,40.55460002723681,38.42860002723681,36.302600027236814,38.54
2023-10-30,40.69416192940473,38.52016192940473,36.34616192940473,39.47
2023-10-31,40.719098888509045,38.54109888850905,36.36309888850905,39.33
2023-11-01,40.63594661341295,38.52194661341295,36.40794661341295,38.87
2023-11-02,40.64861836451647,38.464618364516475,36.28061836451648,39.01
2023-11-03,41.182559472657765,38.61655947265776,36.05055947265776,40.36
2023-11-06,41.50422047526179,38.81022047526179,36.116220475261784,41.5
2023-11-07,41.612961382379716,38.97496138237972,36.33696138237972,41.04
2023-11-08,41.66344125072451,39.07544125072451,36.48744125072451,40.53
2023-11-09,41.45073256017932,39.13873256017932,36.82673256017932,40.26
2023-11-10,41.41361517349558,39.16361517349558,36.91361517349558,40.18
2023-11-13,41.25088991887695,39.190889918876955,37.13088991887696,39.74
2023-11-14,41.29613849803153,39.24413849803153,37.19213849803153,40.16
2023-11-15,41.38336340298091,39.29136340298091,37.199363402980914,40.2
2023-11-16,41.250852602697016,39.31885260269702,37.386852602697026,39.82
2023-11-17,40.86619997386874,39.35419997386874,37.84219997386874,39.75
2023-11-20,40.694561881119334,39.358561881119336,38.02256188111934,39.8
2023-11-21,40.65584170196511,39.31584170196511,37.975841701965116,39.64
2023-11-22,40.62976153987319,39.1857615398732,37.7417615398732,39.01
2023-11-23,40.51721282179003,39.065212821790034,37.613212821790036,38.13
2023-11-24,40.254430648286224,38.91043064828622,37.56643064828622,38.03
2023-11-27,40.109056300830396,38.777056300830395,37.445056300830394,37.89
2023-11-28,40.160193795989414,38.72019379598941,37.280193795989405,38.38
2023-11-29,40.13379438684756,38.66779438684756,37.20179438684756,38.79
2023-11-30,40.27086158810018,38.65086158810018,37.03086158810017,38.88
2023-12-01,40.40535096066207,38.559350960662066,36.71335096066206,38.39
2023-12-04,40.35150801202759,38.397508012027586,36.443508012027586,37.96
2023-12-05,40.15117391564401,38.189173915644005,36.227173915644,37.01
2023-12-06,39.85191925701124,37.99591925701124,36.139919257011236,36.56
2023-12-07,39.75716504205779,37.79916504205779,35.84116504205778,36.27
2023-12-08,39.800101704718955,37.72210170471895,35.64410170471895,36.99
2023-12-11,39.849806304269535,37.58380630426953,35.317806304269524,36.65
2023-12-12,39.549729513386715,37.437729513386714,35.32572951338671,36.33
2023-12-13,39.33327908354037,37.231279083540365,35.12927908354036,36.04
2023-12-14,39.081728694631764,37.03972869463176,34.99772869463176,35.99
2023-12-15,38.72289739038112,36.816897390381115,34.91089739038111,35.58
2023-12-18,38.43605001986863,36.54005001986863,34.64405001986863,34.86
2023-12-19,38.11328335130972,36.29528335130971,34.47728335130971,34.16
2023-12-20,37.868684936899264,36.056684936899266,34.24468493689927,34.41
2023-12-21,37.65976256195648,35.88176256195648,34.10376256195648,34.39
2023-12-22,37.46549946081777,35.76349946081777,34.06149946081777,34.88
2023-12-25,37.153737607406555,35.671737607406556,34.189737607406556,34.96
2023-12-26,37.03214354955831,35.56014354955831,34.08814354955831,34.85
2023-12-27,36.89774892579085,35.46774892579085,34.03774892579085,34.73
2023-12-28,37.24339188523934,35.53939188523934,33.83539188523934,36.46
2023-12-29,37.30468789616893,35.61468789616893,33.92468789616893,36.77
2024-01-02,37.23376523939094,35.62376523939094,34.01376523939094,36.37
2024-01-03,37.23026378802037,35.626263788020374,34.022263788020375,35.96
2024-01-04,37.267095808208914,35.57709580820891,33.887095808208905,35.88
2024-01-05,37.16803906456997,35.46403906456997,33.760039064569966,35.29
2024-01-08,37.041463915563305,35.267463915563305,33.493463915563304,34.66
2024-01-09,37.03922925693823,35.15722925693823,33.27522925693823,34.35
2024-01-10,37.041016946753636,35.04701694675364,33.05301694675364,34.7
2024-01-11,37.131777237539005,35.037777237539004,32.943777237539,35.01
2024-01-12,36.97970321491625,35.103703214916244,33.22770321491624,35.96
2024-01-15,37.250398146828985,35.162398146828984,33.07439814682898,36.5
2024-01-16,37.35302689475004,35.205026894750034,33.05702689475003,35.88
2024-01-17,37.446167190488126,35.172167190488125,32.898167190488124,35.76
2024-01-18,37.382817934251165,35.09481793425116,32.80681793425116,34.97
2024-01-19,37.264359083370096,34.974359083370096,32.6843590833701,34.68
2024-01-22,37.144229646858655,34.708229646858655,32.272229646858655,33.98
2024-01-23,37.11887444239593,34.57887444239593,32.03887444239593,33.54
2024-01-24,37.03260068597727,34.46660068597727,31.90060068597727,33.49
2024-01-25,37.56530538255086,34.61930538255086,31.67330538255086,36.12
2024-01-26,37.62318106040316,34.70318106040316,31.783181060403162,36.1
2024-01-29,37.533449530840954,34.75144953084096,31.969449530840958,36.38
2024-01-30,37.55197814695134,34.717978146951346,31.883978146951346,35.6
2024-01-31,37.53493260914645,34.582932609146454,31.630932609146452,34.78
2024-02-01,37.393034265418216,34.43503426541822,31.477034265418215,34.15
2024-02-02,37.47693576394982,34.22693576394982,30.976935763949818,33.47
2024-02-05,37.40637045309745,34.024370453097454,30.642370453097453,32.9
2024-02-06,37.56347802899294,33.99347802899294,30.42347802899294,33.93
2024-02-07,37.6097182167079,34.0417182167079,30.473718216707898,34.57
2024-02-08,37.44260219606905,34.18060219606905,30.918602196069052,35.98
2024-02-19,37.55530674882438,34.28530674882438,31.015306748824383,35.88
2024-02-20,37.54422991560301,34.37622991560301,31.208229915603013,35.34
2024-02-21,37.761827066497965,34.511827066497965,31.261827066497965,36.46
2024-02-22,37.66870067921245,34.630700679212445,31.592700679212445,35.95
2024-02-23,37.70987204309698,34.74587204309697,31.78187204309697,36.15
2024-02-26,38.07578899137346,35.055788991373454,32.03578899137345,38.58
2024-02-27,38.11457099219503,35.38857099219503,32.66257099219503,38.63
2024-02-28,38.20108804055741,35.60108804055741,33.001088040557406,39.42
2024-02-29,38.54850822717099,35.91050822717099,33.272508227170995,38.94
2024-03-01,39.77379315791662,36.54379315791662,33.31379315791661,43.29
2024-03-04,40.90714619049599,37.32914619049599,33.75114619049599,45.26
2024-03-05,41.68998941044876,37.97398941044876,34.25798941044876,45.05
2024-03-06,42.13379994278697,38.52979994278697,34.92579994278697,44.75
2024-03-07,43.180295186331065,39.12029518633107,35.060295186331075,46.68
2024-03-08,43.84940993049001,39.65740993049002,35.465409930490026,45.12
2024-03-11,44.24708517520525,40.14908517520525,36.05108517520525,46.6
2024-03-12,44.69507706328094,40.45107706328094,36.20707706328094,45.0
2024-03-13,44.82592686677799,40.731926866778,36.637926866778,43.9
2024-03-14,45.10164811756104,40.83364811756105,36.565648117561054,43.51
2024-03-15,44.82806258255523,41.05806258255524,37.28806258255524,43.39
2024-03-18,45.119961384216644,41.423961384216646,37.72796138421665,45.33
2024-03-19,45.4619650619103,41.7759650619103,38.0899650619103,45.56
2024-03-20,45.73892077029979,42.0049207702998,38.2709207702998,45.19
2024-03-21,45.52921403027124,42.12921403027124,38.729214030271244,44.42
2024-03-22,45.600907932150164,42.23690793215017,38.87290793215017,44.35
2024-03-25,45.47815479575491,42.25815479575491,39.03815479575491,43.79
2024-03-26,45.4874733866354,42.3354733866354,39.1834733866354,43.62
2024-03-27,45.91895211171774,42.53495211171774,39.15095211171774,45.28
2024-03-28,45.990099529649385,42.74209952964939,39.49409952964939,45.65
2024-03-29,46.697232907778016,43.19523290777802,39.693232907778025,47.93
2024-04-01,47.081115487989635,43.64711548798964,40.21311548798964,48.83
2024-04-02,47.76748544151444,44.14548544151444,40.52348544151444,50.0
2024-04-03,48.137343970894015,44.457343970894016,40.777343970894016,48.7
2024-04-08,48.4021683546184,44.726168354618395,41.05016835461839,48.09
2024-04-09,48.63986660655951,44.939866606559505,41.2398666065595,48.0
2024-04-10,48.87759359641098,45.10559359641098,41.333593596410985,47.96
2024-04-11,49.417441825324225,45.417441825324225,41.417441825324225,48.92
2024-04-12,49.48587593719811,45.73387593719811,41.981875937198105,49.15
2024-04-15,50.56379251460782,46.327792514607815,42.09179251460781,52.7
2024-04-16,50.9074313227404,46.8194313227404,42.7314313227404,52.68
2024-04-17,51.379580720574644,47.357580720574646,43.33558072057465,52.66
2024-04-18,51.56162065194849,47.80162065194849,44.04162065194849,52.55
2024-04-19,52.274609161286726,48.35860916128673,44.44260916128673,53.98
2024-04-22,52.800455907830845,48.644455907830846,44.48845590783085,53.46
2024-04-23,53.018317249942186,48.85831724994219,44.69831724994219,51.9
2024-04-24,53.074001321376265,49.00800132137627,44.942001321376274,51.32
2024-04-25,52.822477386007094,49.1024773860071,45.38247738600711,50.68
2024-04-26,53.121955730196895,49.1879557301969,45.2539557301969,51.54
2024-04-29,52.9816742320829,49.077674232082906,45.17367423208291,50.55
2024-04-30,52.55237192426548,48.94837192426549,45.344371924265495,48.6
2024-05-06,52.62871745528782,48.98471745528782,45.34071745528782,49.58
2024-05-07,52.703506269069926,48.97950626906993,45.25550626906993,50.13
2024-05-08,52.507458052968026,48.98145805296803,45.455458052968034,49.57
2024-05-09,52.38455728601869,49.07655728601869,45.76855728601869,50.29
2024-05-10,52.3298375444931,49.0978375444931,45.865837544493104,50.3
2024-05-13,53.00442444501757,49.35042444501757,45.69642444501758,52.85
2024-05-14,53.269622116920665,49.425622116920664,45.58162211692066,51.83
2024-05-15,53.28918191530918,49.403181915309176,45.51718191530917,51.25
2024-05-16,52.81430744718449,49.27430744718449,45.73430744718449,49.76
2024-05-17,52.833897214119304,49.153897214119304,45.473897214119305,48.48
2024-05-20,52.63619271753651,48.94019271753651,45.244192717536514,48.1
2024-05-21,52.35607912539018,48.74207912539018,45.12807912539017,47.42
2024-05-22,52.139214446781594,48.575214446781594,45.011214446781594,47.67
2024-05-23,51.877670213754776,48.37567021375477,44.87367021375477,47.26
2024-05-24,51.761415907682895,48.22941590768289,44.69741590768289,47.39
"
1582,CN,technical,在2025年09月24日至2025年12月03日期间，纳思达最高价小于肯特纳通道下轨的天数占总天数的百分比？（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.6604,medium,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low
2025-06-04,22.64,22.74,21.62
2025-06-05,22.71,22.75,22.42
2025-06-06,22.59,22.78,22.51
2025-06-09,22.82,22.93,22.56
2025-06-10,22.21,22.87,22.09
2025-06-11,22.28,22.66,22.15
2025-06-12,22.13,22.41,22.08
2025-06-13,21.96,22.19,21.85
2025-06-16,21.98,22.21,21.75
2025-06-17,21.84,22.08,21.77
2025-06-18,21.88,21.93,21.75
2025-06-19,21.78,22.45,21.7
2025-06-20,21.53,21.84,21.53
2025-06-23,21.64,21.72,21.32
2025-06-24,21.94,22.2,21.65
2025-06-25,22.17,22.19,21.88
2025-06-26,21.93,22.23,21.93
2025-06-27,22.89,23.39,22.06
2025-06-30,22.94,23.5,22.71
2025-07-01,23.15,23.27,22.6
2025-07-02,23.3,24.1,23.14
2025-07-03,23.33,23.46,22.95
2025-07-04,23.18,23.65,22.97
2025-07-07,22.93,23.25,22.92
2025-07-08,23.2,23.35,22.8
2025-07-09,23.99,24.34,23.18
2025-07-10,25.0,25.49,23.95
2025-07-11,24.78,25.25,24.74
2025-07-14,24.85,25.0,24.41
2025-07-15,25.25,25.75,24.47
2025-07-16,25.04,25.6,24.85
2025-07-17,25.85,26.09,24.87
2025-07-18,24.99,25.81,24.73
2025-07-21,25.18,25.37,24.76
2025-07-22,24.76,25.16,24.73
2025-07-23,24.46,24.92,24.42
2025-07-24,24.57,24.65,24.24
2025-07-25,24.49,24.81,24.33
2025-07-28,24.15,24.64,23.99
2025-07-29,24.07,24.28,23.79
2025-07-30,23.75,24.23,23.64
2025-07-31,23.54,24.0,23.45
2025-08-01,23.35,23.7,23.22
2025-08-04,23.39,23.57,23.3
2025-08-05,23.98,24.01,23.37
2025-08-06,24.13,24.27,23.75
2025-08-07,24.03,24.19,23.81
2025-08-08,23.6,24.0,23.6
2025-08-11,23.81,23.88,23.5
2025-08-12,23.72,23.94,23.58
2025-08-13,23.76,24.02,23.6
2025-08-14,23.33,23.99,23.26
2025-08-15,23.65,23.76,23.26
2025-08-18,24.4,24.57,23.67
2025-08-19,24.5,24.8,24.05
2025-08-20,24.76,24.79,24.2
2025-08-21,24.71,24.97,24.57
2025-08-22,26.55,26.6,24.65
2025-08-25,26.51,26.85,26.04
2025-08-26,25.89,26.42,25.8
2025-08-27,25.3,26.33,25.3
2025-08-28,25.68,25.68,24.69
2025-08-29,24.95,25.65,24.75
2025-09-01,24.98,25.55,24.85
2025-09-02,24.32,25.73,24.18
2025-09-03,23.71,24.65,23.57
2025-09-04,22.59,23.97,22.32
2025-09-05,22.94,23.08,22.55
2025-09-08,22.99,23.07,22.81
2025-09-09,22.47,22.95,22.33
2025-09-10,22.28,22.65,22.26
2025-09-11,22.84,22.84,22.09
2025-09-12,22.84,23.16,22.71
2025-09-15,22.51,23.19,22.45
2025-09-16,22.79,22.88,22.44
2025-09-17,23.25,23.46,22.59
2025-09-18,22.91,23.88,22.62
2025-09-19,22.62,23.12,22.57
2025-09-22,22.81,23.11,22.53
2025-09-23,22.6,22.85,22.09
2025-09-24,22.96,23.0,22.41
2025-09-25,25.26,25.26,22.8
2025-09-26,24.27,25.2,24.22
2025-09-29,23.86,24.52,23.73
2025-09-30,23.47,23.95,23.42
2025-10-09,23.87,24.08,23.42
2025-10-10,23.75,24.16,23.1
2025-10-13,23.78,24.03,22.91
2025-10-14,22.71,23.96,22.61
2025-10-15,22.82,22.98,22.66
2025-10-16,22.18,22.76,22.12
2025-10-17,21.27,22.16,21.17
2025-10-20,21.23,21.5,21.18
2025-10-21,21.36,21.39,21.05
2025-10-22,21.26,21.42,21.18
2025-10-23,21.51,21.6,21.02
2025-10-24,21.77,21.8,21.42
2025-10-27,21.73,21.97,21.61
2025-10-28,21.46,21.81,21.45
2025-10-29,21.32,21.48,21.2
2025-10-30,21.13,21.54,21.1
2025-10-31,21.69,21.85,20.58
2025-11-03,21.87,21.99,21.44
2025-11-04,22.1,22.24,21.7
2025-11-05,21.62,21.98,21.53
2025-11-06,21.22,21.74,21.21
2025-11-07,21.1,21.32,21.1
2025-11-10,21.17,21.25,21.02
2025-11-11,21.09,21.26,21.01
2025-11-12,20.95,21.12,20.87
2025-11-13,20.84,20.97,20.72
2025-11-14,20.59,20.94,20.52
2025-11-17,20.25,20.73,20.1
2025-11-18,20.28,20.36,20.1
2025-11-19,20.23,21.09,19.56
2025-11-20,19.46,20.26,19.4
2025-11-21,18.72,19.42,18.7
2025-11-24,18.71,19.1,18.68
2025-11-25,18.89,19.26,18.75
2025-11-26,18.51,18.98,18.5
2025-11-27,18.57,18.77,18.41
2025-11-28,18.6,18.62,18.31
2025-12-01,18.61,19.06,18.01
2025-12-02,18.84,18.95,18.24
2025-12-03,18.97,19.33,18.7
","date,Upper,Middle,Lower,high
2025-07-01,23.493025410186622,22.34702541018662,21.20102541018662,23.27
2025-07-02,23.73978489493075,22.43778489493075,21.13578489493075,24.1
2025-07-03,23.776757762080205,22.522757762080204,21.268757762080202,23.46
2025-07-04,23.913352260929706,22.585352260929707,21.257352260929707,23.65
2025-07-07,23.93217585512688,22.61817585512688,21.30417585512688,23.25
2025-07-08,23.98558767844813,22.67358767844813,21.361587678448128,23.35
2025-07-09,24.280960280500686,22.798960280500687,21.316960280500687,24.34
2025-07-10,24.73858311092919,23.00858311092919,21.27858311092919,25.49
2025-07-11,24.717289481316886,23.177289481316887,21.637289481316888,25.25
2025-07-14,24.836595245000993,23.336595245000993,21.836595245000993,25.0
2025-07-15,25.140824269286615,23.518824269286615,21.896824269286615,25.75
2025-07-16,25.243698148402178,23.663698148402176,22.083698148402174,25.6
2025-07-17,25.593917372363876,23.871917372363875,22.149917372363873,26.09
2025-07-18,25.78840143213874,23.978401432138742,22.168401432138744,25.81
2025-07-21,25.95883939098267,24.09283939098267,22.226839390982672,25.37
2025-07-22,26.00237849660337,24.15637849660337,22.31037849660337,25.16
2025-07-23,25.899294830260192,24.185294830260194,22.471294830260195,24.92
2025-07-24,25.70993341785446,24.221933417854462,22.733933417854463,24.65
2025-07-25,25.72946356853499,24.24746356853499,22.76546356853499,24.81
2025-07-28,25.73218132391261,24.23818132391261,22.74418132391261,24.64
2025-07-29,25.558164054968554,24.22216405496855,22.88616405496855,24.28
2025-07-30,25.481196049733455,24.177196049733453,22.87319604973345,24.23
2025-07-31,25.286510711663603,24.1165107116636,22.9465107116636,24.0
2025-08-01,25.085509691505166,24.043509691505164,23.001509691505163,23.7
2025-08-04,24.95527067326658,23.98127067326658,23.00727067326658,23.57
2025-08-05,24.993149656765,23.981149656764998,22.969149656764998,24.01
2025-08-06,25.011325879930236,23.995325879930235,22.979325879930233,24.27
2025-08-07,25.00862817707974,23.998628177079738,22.988628177079736,24.19
2025-08-08,24.960663588786428,23.960663588786428,22.960663588786428,24.0
2025-08-11,24.892314675568674,23.946314675568672,23.00031467556867,23.88
2025-08-12,24.844760896943086,23.924760896943084,23.004760896943083,23.94
2025-08-13,24.795069382948505,23.909069382948505,23.023069382948506,24.02
2025-08-14,24.775919917905792,23.85391991790579,22.93191991790579,23.99
2025-08-15,24.760498973343335,23.834498973343337,22.908498973343338,23.76
2025-08-18,24.944356213977304,23.888356213977303,22.832356213977302,24.57
2025-08-19,25.02460800312232,23.94660800312232,22.868608003122322,24.8
2025-08-20,25.116073907586863,24.024073907586864,22.932073907586865,24.79
2025-08-21,25.185400202102404,24.089400202102404,22.993400202102404,24.97
2025-08-22,25.723743039997412,24.323743039997414,22.923743039997415,26.6
2025-08-25,26.01795798856909,24.53195798856909,23.04595798856909,26.85
2025-08-26,26.21729532299108,24.66129532299108,23.10529532299108,26.42
2025-08-27,26.40012433984907,24.72212433984907,23.04412433984907,26.33
2025-08-28,26.543350593196777,24.813350593196777,23.083350593196776,25.68
2025-08-29,26.64236482241613,24.82636482241613,23.010364822416133,25.65
2025-09-01,26.612996744090783,24.840996744090784,23.068996744090786,25.55
2025-09-02,26.723378006558324,24.791378006558325,22.859378006558327,25.73
2025-09-03,26.71838962498134,24.68838962498134,22.65838962498134,24.65
2025-09-04,26.76854299403074,24.488542994030738,22.208542994030736,23.97
2025-09-05,26.337062708884954,24.341062708884955,22.345062708884956,23.08
2025-09-08,26.09839006994353,24.21239006994353,22.326390069943532,23.07
2025-09-09,25.922448158520336,24.046448158520338,22.17044815852034,22.95
2025-09-10,25.626215000566017,23.87821500056602,22.13021500056602,22.65
2025-09-11,25.479337381464493,23.779337381464494,22.079337381464494,22.84
2025-09-12,25.293876678467875,23.689876678467876,22.085876678467876,23.16
2025-09-15,25.18950747099474,23.577507470994743,21.965507470994744,23.19
2025-09-16,24.89250675947143,23.502506759471434,22.112506759471437,22.88
2025-09-17,24.826458496664632,23.478458496664633,22.130458496664634,23.46
2025-09-18,24.69431959222038,23.42431959222038,22.154319592220382,23.88
2025-09-19,24.62171772629463,23.34771772629463,22.07371772629463,23.12
2025-09-22,24.634506514266565,23.296506514266568,21.95850651426657,23.11
2025-09-23,24.588172560526896,23.230172560526896,21.872172560526895,22.85
2025-09-24,24.602441840476715,23.204441840476715,21.806441840476715,23.0
2025-09-25,25.140209284240836,23.400209284240837,21.66020928424084,25.26
2025-09-26,25.34104649526552,23.48304649526552,21.62504649526552,25.2
2025-09-29,25.386946829049755,23.518946829049757,21.650946829049758,24.52
2025-09-30,25.400285226283113,23.514285226283114,21.628285226283115,23.95
2025-10-09,25.39216282377996,23.54816282377996,21.704162823779964,24.08
2025-10-10,25.371385411991394,23.567385411991395,21.763385411991397,24.16
2025-10-13,25.505634420373166,23.587634420373167,21.669634420373168,24.03
2025-10-14,25.576050189861434,23.504050189861434,21.432050189861435,23.96
2025-10-15,25.42290255273177,23.438902552731772,21.454902552731774,22.98
2025-10-16,25.325007071519224,23.319007071519223,21.313007071519223,22.76
2025-10-17,24.839863540898342,23.123863540898345,21.407863540898347,22.16
2025-10-20,24.51549558462231,22.943495584622312,21.371495584622313,21.5
2025-10-21,24.27468648132495,22.79268648132495,21.31068648132495,21.39
2025-10-22,24.070716340246385,22.646716340246385,21.222716340246386,21.42
2025-10-23,23.946457641175304,22.538457641175302,21.1304576411753,21.6
2025-10-24,23.73727119915861,22.465271199158607,21.193271199158605,21.8
2025-10-27,23.515245370667312,22.39524537066731,21.27524537066731,21.97
2025-10-28,23.22817438298471,22.30617438298471,21.38417438298471,21.81
2025-10-29,23.126253013176644,22.212253013176642,21.29825301317664,21.48
2025-10-30,22.971181297636008,22.10918129763601,21.24718129763601,21.54
2025-10-31,22.983259269289725,22.069259269289724,21.155259269289722,21.85
2025-11-03,23.010282196024036,22.050282196024035,21.090282196024035,21.99
2025-11-04,23.055017224974126,22.055017224974126,21.055017224974126,22.24
2025-11-05,23.079587013071826,22.013587013071827,20.94758701307183,21.98
2025-11-06,22.994007297541174,21.938007297541176,20.88200729754118,21.74
2025-11-07,22.882197078727728,21.85819707872773,20.834197078727733,21.32
2025-11-10,22.790654499801278,21.79265449980128,20.794654499801283,21.25
2025-11-11,22.70173502362973,21.72573502362973,20.749735023629732,21.26
2025-11-12,22.621855497569754,21.651855497569755,20.681855497569757,21.12
2025-11-13,22.506535926372635,21.574535926372636,20.642535926372638,20.97
2025-11-14,22.242770600051433,21.480770600051432,20.718770600051432,20.94
2025-11-17,22.141554352427484,21.363554352427485,20.585554352427486,20.73
2025-11-18,21.982358699815343,21.260358699815345,20.538358699815348,20.36
2025-11-19,22.076229299832928,21.16222929983293,20.248229299832932,21.09
2025-11-20,21.980112223658363,21.000112223658363,20.020112223658362,20.26
2025-11-21,21.870958678548043,20.78295867854804,19.69495867854804,19.42
2025-11-24,21.71153404249585,20.585534042495848,19.459534042495847,19.1
2025-11-25,21.610054609877196,20.424054609877196,19.238054609877196,19.26
2025-11-26,21.4737636946508,20.241763694650796,19.009763694650793,18.98
2025-11-27,21.336548104684052,20.08254810468405,18.82854810468405,18.77
2025-11-28,21.173353047095098,19.941353047095095,18.709353047095092,18.62
2025-12-01,21.130557518800327,19.814557518800324,18.49855751880032,19.06
2025-12-02,21.127742517009818,19.721742517009815,18.315742517009813,18.95
2025-12-03,20.87614799158031,19.650147991580308,18.424147991580305,19.33
"
1583,CN,technical,2025年02月06日-2025年05月02日，中信建投的开盘价小于肯特纳通道中轨的比例（单位：%）？（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,74.1667,medium,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low,open
2024-10-08,29.55,29.55,28.01,29.55
2024-10-09,28.84,31.35,27.7,30.0
2024-10-10,26.77,29.26,25.97,28.85
2024-10-11,27.85,28.98,25.8,26.26
2024-10-14,27.36,27.37,25.8,27.3
2024-10-15,26.69,27.59,26.45,26.76
2024-10-16,26.08,26.86,26.01,26.08
2024-10-17,25.55,26.52,25.53,26.12
2024-10-18,26.86,27.96,25.23,25.49
2024-10-21,26.29,26.69,26.12,26.53
2024-10-22,26.22,26.47,26.02,26.25
2024-10-23,26.1,26.63,26.01,26.26
2024-10-24,25.88,26.11,25.73,25.88
2024-10-25,25.94,26.29,25.81,26.03
2024-10-28,25.84,26.03,25.76,25.93
2024-10-29,25.46,26.23,25.4,25.99
2024-10-30,25.32,25.62,25.1,25.36
2024-10-31,25.46,26.11,25.12,25.12
2024-11-01,25.11,25.6,25.1,25.46
2024-11-04,26.2,26.3,25.41,25.52
2024-11-05,27.18,27.41,25.78,26.3
2024-11-06,29.35,29.9,28.18,28.58
2024-11-07,32.29,32.29,27.88,28.1
2024-11-08,30.7,33.12,30.6,33.0
2024-11-11,30.29,30.8,29.71,30.1
2024-11-12,29.47,30.65,29.18,30.29
2024-11-13,29.41,29.63,28.75,29.06
2024-11-14,29.3,30.25,29.21,29.35
2024-11-15,28.3,29.53,28.28,29.3
2024-11-18,27.89,28.63,27.7,28.35
2024-11-19,28.29,28.45,27.55,27.98
2024-11-20,28.31,28.63,27.93,28.35
2024-11-21,28.44,28.67,28.09,28.28
2024-11-22,26.98,28.44,26.96,28.44
2024-11-25,26.44,27.09,26.2,27.05
2024-11-26,26.75,27.37,26.44,26.44
2024-11-27,27.26,27.33,26.59,26.7
2024-11-28,26.86,27.31,26.85,27.27
2024-11-29,27.27,28.14,26.6,26.76
2024-12-02,27.54,27.81,26.89,27.12
2024-12-03,27.52,27.73,27.21,27.48
2024-12-04,27.3,27.73,27.13,27.58
2024-12-05,27.46,27.71,27.1,27.2
2024-12-06,27.78,28.08,27.23,27.43
2024-12-09,27.6,27.94,27.37,27.68
2024-12-10,27.77,29.26,27.75,29.08
2024-12-11,27.7,27.98,27.58,27.74
2024-12-12,28.02,28.25,27.54,27.74
2024-12-13,27.17,27.85,27.09,27.85
2024-12-16,26.75,27.22,26.68,27.08
2024-12-17,26.86,27.09,26.7,26.75
2024-12-18,26.85,27.03,26.73,26.89
2024-12-19,26.7,26.78,26.5,26.65
2024-12-20,27.31,27.6,26.65,26.69
2024-12-23,26.54,27.42,26.54,27.2
2024-12-24,27.19,27.4,26.44,26.54
2024-12-25,27.02,27.29,26.78,27.19
2024-12-26,26.9,27.1,26.78,26.9
2024-12-27,26.86,27.34,26.73,26.89
2024-12-30,26.97,27.02,26.72,26.86
2024-12-31,25.75,26.97,25.75,26.96
2025-01-02,24.49,25.67,24.1,25.58
2025-01-03,23.86,24.68,23.73,24.5
2025-01-06,23.92,24.05,23.63,23.86
2025-01-07,24.3,24.44,23.95,24.0
2025-01-08,24.01,24.27,23.66,24.2
2025-01-09,23.85,24.19,23.82,23.94
2025-01-10,23.54,24.05,23.53,23.97
2025-01-13,23.69,23.72,23.28,23.32
2025-01-14,24.49,24.54,23.71,23.71
2025-01-15,24.24,24.49,24.18,24.49
2025-01-16,24.09,24.58,23.93,24.36
2025-01-17,24.25,24.35,24.0,24.0
2025-01-20,24.24,24.54,24.21,24.44
2025-01-21,24.22,24.5,24.11,24.49
2025-01-22,24.12,24.23,23.86,24.16
2025-01-23,24.28,24.99,24.25,24.45
2025-01-24,24.33,24.49,24.12,24.21
2025-01-27,23.8,24.44,23.8,24.33
2025-02-05,23.88,23.98,23.72,23.98
2025-02-06,24.31,24.31,23.71,23.88
2025-02-07,24.79,25.13,24.24,24.31
2025-02-10,24.87,24.96,24.68,24.79
2025-02-11,24.65,24.92,24.47,24.89
2025-02-12,24.97,25.0,24.55,24.6
2025-02-13,24.93,25.27,24.81,25.0
2025-02-14,24.92,25.05,24.71,24.9
2025-02-17,25.1,25.44,24.98,25.32
2025-02-18,24.5,25.15,24.42,25.0
2025-02-19,24.83,24.88,24.42,24.59
2025-02-20,24.67,24.87,24.52,24.8
2025-02-21,25.24,25.34,24.48,24.73
2025-02-24,24.96,25.35,24.8,25.29
2025-02-25,24.65,24.92,24.58,24.74
2025-02-26,25.38,25.42,24.5,24.61
2025-02-27,25.5,25.63,24.85,25.3
2025-02-28,24.53,25.62,24.41,25.37
2025-03-03,24.38,24.73,24.28,24.54
2025-03-04,24.37,24.5,24.18,24.28
2025-03-05,24.36,24.54,24.15,24.36
2025-03-06,25.1,25.22,24.45,24.52
2025-03-07,24.6,24.99,24.56,24.91
2025-03-10,24.38,24.63,24.28,24.58
2025-03-11,24.41,24.41,24.08,24.15
2025-03-12,24.45,24.82,24.29,24.42
2025-03-13,24.25,24.63,24.15,24.36
2025-03-14,24.97,25.26,24.22,24.23
2025-03-17,24.97,25.14,24.88,24.97
2025-03-18,24.88,25.14,24.74,25.14
2025-03-19,24.84,24.98,24.76,24.82
2025-03-20,24.5,24.87,24.44,24.84
2025-03-21,24.08,24.6,24.01,24.5
2025-03-24,24.05,24.19,23.9,24.08
2025-03-25,23.95,24.11,23.91,24.07
2025-03-26,23.91,24.06,23.9,23.91
2025-03-27,24.02,24.18,23.78,23.91
2025-03-28,24.5,24.77,24.17,24.23
2025-03-31,24.16,24.69,24.03,24.3
2025-04-01,24.49,24.56,24.05,24.16
2025-04-02,24.71,24.92,24.4,24.4
2025-04-03,24.72,24.9,24.4,24.4
2025-04-07,23.43,24.15,22.29,24.01
2025-04-08,23.2,23.52,22.8,23.43
2025-04-09,23.5,23.69,22.88,23.1
2025-04-10,23.59,24.02,23.4,23.79
2025-04-11,23.78,23.97,23.47,23.82
2025-04-14,23.76,23.85,23.61,23.8
2025-04-15,23.63,23.75,23.5,23.75
2025-04-16,23.66,23.66,23.26,23.55
2025-04-17,23.53,23.61,23.4,23.5
2025-04-18,23.49,23.59,23.35,23.43
2025-04-21,23.63,23.67,23.4,23.49
2025-04-22,23.63,23.73,23.58,23.63
2025-04-23,23.61,23.75,23.46,23.7
2025-04-24,23.51,23.82,23.49,23.6
2025-04-25,23.71,23.79,23.53,23.65
2025-04-28,23.54,23.72,23.41,23.7
2025-04-29,23.15,23.9,23.11,23.53
2025-04-30,23.26,23.59,23.13,23.15
","date,Upper,Middle,Lower,open
2024-11-04,27.75386817806594,26.50786817806594,25.261868178065942,25.52
2024-11-05,28.05388073253585,26.57188073253585,25.08988073253585,26.3
2024-11-06,28.738463519913388,26.836463519913387,24.934463519913386,28.58
2024-11-07,30.0638479465883,27.3558479465883,24.647847946588303,28.1
2024-11-08,30.790338618341796,27.674338618341796,24.558338618341796,33.0
2024-11-11,31.203449226118767,27.92344922611877,24.643449226118772,30.1
2024-11-12,31.478739776012215,28.070739776012218,24.66273977601222,30.29
2024-11-13,31.678288368772957,28.19828836877296,24.718288368772964,29.06
2024-11-14,31.793213286032678,28.30321328603268,24.81321328603268,29.35
2024-11-15,31.94290725879147,28.302907258791475,24.662907258791478,29.3
2024-11-18,31.851582757954187,28.26358275795419,24.675582757954192,28.35
2024-11-19,31.708098685768075,28.26609868576808,24.82409868576808,27.98
2024-11-20,31.308279763313973,28.270279763313976,25.23227976331398,28.35
2024-11-21,30.55844359537931,28.28644359537931,26.014443595379312,28.28
2024-11-22,30.226020395819376,28.162020395819376,26.098020395819375,28.44
2024-11-25,30.02201845336039,27.998018453360388,25.974018453360387,27.05
2024-11-26,29.79515955304035,27.87915955304035,25.96315955304035,26.44
2024-11-27,29.708191976560315,27.820191976560317,25.93219197656032,26.7
2024-11-28,29.500745121649807,27.72874512164981,25.95674512164981,27.27
2024-11-29,29.51505511006411,27.685055110064113,25.855055110064114,26.76
2024-12-02,29.499240337677055,27.671240337677055,25.843240337677056,27.12
2024-12-03,29.408836495993526,27.656836495993527,25.90483649599353,27.48
2024-12-04,29.35485206780367,27.62285206780367,25.89085206780367,27.58
2024-12-05,29.345342347060463,27.607342347060463,25.869342347060464,27.2
2024-12-06,29.2357859330547,27.6237859330547,26.011785933054703,27.43
2024-12-09,29.169520606097112,27.621520606097114,26.073520606097116,27.68
2024-12-10,29.32966150075453,27.63566150075453,25.94166150075453,29.08
2024-12-11,29.267788976873145,27.641788976873148,26.01578897687315,27.74
2024-12-12,29.353809074313798,27.6778090743138,26.0018090743138,27.74
2024-12-13,29.18344630533153,27.62944630533153,26.075446305331532,27.85
2024-12-16,29.023689514347577,27.545689514347576,26.067689514347574,27.08
2024-12-17,28.932385751076378,27.480385751076376,26.028385751076375,26.75
2024-12-18,28.812349012878627,27.420349012878628,26.02834901287863,26.89
2024-12-19,28.691744344985427,27.351744344985427,26.011744344985427,26.65
2024-12-20,28.707768693082055,27.347768693082052,25.98776869308205,26.69
2024-12-23,28.692838341359952,27.27083834135995,25.84883834135995,27.2
2024-12-24,28.54513945170662,27.26313945170662,25.98113945170662,26.54
2024-12-25,28.54398331344885,27.23998331344885,25.935983313448848,27.19
2024-12-26,28.433603950263247,27.20760395026325,25.98160395026325,26.9
2024-12-27,28.33649881214294,27.17449881214294,26.01249881214294,26.89
2024-12-30,28.269022734795993,27.155022734795992,26.04102273479599,26.86
2024-12-31,28.301211045767804,27.021211045767803,25.741211045767802,26.96
2025-01-02,28.33014332712325,26.78014332712325,25.230143327123248,25.58
2025-01-03,28.172034438825794,26.502034438825795,24.832034438825797,24.5
2025-01-06,27.820126397032865,26.256126397032865,24.692126397032865,23.86
2025-01-07,27.561828644934494,26.069828644934496,24.5778286449345,24.0
2025-01-08,27.301654488274067,25.873654488274067,24.445654488274066,24.2
2025-01-09,27.080925489390822,25.680925489390823,24.280925489390825,23.94
2025-01-10,26.917027823734557,25.477027823734556,24.037027823734554,23.97
2025-01-13,26.712834697664597,25.3068346976646,23.9008346976646,23.32
2025-01-14,26.745040916934634,25.229040916934636,23.713040916934638,23.71
2025-01-15,26.468846543893243,25.134846543893243,23.800846543893243,24.49
2025-01-16,26.169337349236745,25.035337349236745,23.901337349236744,24.36
2025-01-17,25.974543315976103,24.960543315976103,23.946543315976104,24.0
2025-01-20,25.887920143025998,24.891920143026,23.895920143026,24.44
2025-01-21,25.797927748452096,24.827927748452097,23.8579277484521,24.49
2025-01-22,25.676506058123326,24.760506058123326,23.844506058123326,24.16
2025-01-23,25.730743576397295,24.714743576397296,23.6987435763973,24.45
2025-01-24,25.664101331026124,24.678101331026127,23.69210133102613,24.21
2025-01-27,25.620472632833163,24.594472632833163,23.568472632833164,24.33
2025-02-05,25.434427620182383,24.526427620182385,23.618427620182388,23.98
2025-02-06,25.4718154658793,24.5058154658793,23.539815465879304,23.88
2025-02-07,25.54688065960508,24.53288065960508,23.51888065960508,24.31
2025-02-10,25.564987263452217,24.564987263452217,23.564987263452217,24.79
2025-02-11,25.597083714552006,24.573083714552006,23.549083714552005,24.89
2025-02-12,25.646885265547056,24.610885265547054,23.574885265547053,24.6
2025-02-13,25.695277145018764,24.641277145018766,23.587277145018767,25.0
2025-02-14,25.615822178826505,24.667822178826505,23.719822178826504,24.9
2025-02-17,25.68698197131922,24.70898197131922,23.730981971319217,25.32
2025-02-18,25.68507892643167,24.689078926431673,23.693078926431674,25.0
2025-02-19,25.738499981057227,24.70249998105723,23.666499981057232,24.59
2025-02-20,25.685404744766064,24.699404744766063,23.713404744766063,24.8
2025-02-21,25.730890007169297,24.750890007169296,23.770890007169296,24.73
2025-02-24,25.804805244581743,24.770805244581744,23.736805244581745,25.29
2025-02-25,25.779299983193006,24.759299983193007,23.739299983193007,24.74
2025-02-26,25.93241427050796,24.818414270507958,23.704414270507957,24.61
2025-02-27,26.061327197126246,24.883327197126246,23.705327197126245,25.3
2025-02-28,26.20167698787613,24.84967698787613,23.49767698787613,25.37
2025-03-03,26.142945846173642,24.80494584617364,23.46694584617364,24.54
2025-03-04,26.01952243225234,24.76352243225234,23.50752243225234,24.28
2025-03-05,25.967091724418786,24.725091724418785,23.483091724418784,24.36
2025-03-06,26.10479727447414,24.76079727447414,23.41679727447414,24.52
2025-03-07,26.025483248333746,24.745483248333745,23.465483248333744,24.91
2025-03-10,25.950675319921007,24.710675319921005,23.470675319921003,24.58
2025-03-11,25.912039575166624,24.682039575166623,23.452039575166623,24.15
2025-03-12,25.8119405680079,24.659940568007897,23.507940568007896,24.42
2025-03-13,25.712898609150006,24.620898609150004,23.52889860915,24.36
2025-03-14,25.712146360659528,24.654146360659528,23.596146360659528,24.23
2025-03-17,25.70422765964434,24.684227659644336,23.664227659644332,24.97
2025-03-18,25.738872644440114,24.702872644440113,23.66687264444011,25.14
2025-03-19,25.717932392588676,24.715932392588673,23.71393239258867,24.82
2025-03-20,25.611367402818324,24.695367402818324,23.779367402818323,24.84
2025-03-21,25.562760983502294,24.636760983502292,23.71076098350229,24.5
2025-03-24,25.494878985073505,24.580878985073504,23.666878985073502,24.08
2025-03-25,25.408795272209364,24.520795272209362,23.63279527220936,24.07
2025-03-26,25.27662429390371,24.46262429390371,23.64862429390371,23.91
2025-03-27,25.218469599246212,24.42046959924621,23.62246959924621,23.91
2025-03-28,25.168043923127524,24.42804392312752,23.68804392312752,24.23
2025-03-31,25.22251593044871,24.40251593044871,23.58251593044871,24.3
2025-04-01,25.25284774659645,24.410847746596453,23.568847746596454,24.16
2025-04-02,25.341338437396793,24.439338437396792,23.53733843739679,24.4
2025-04-03,25.382068110025667,24.466068110025667,23.550068110025666,24.4
2025-04-07,25.651394956689884,24.367394956689886,23.083394956689887,24.01
2025-04-08,25.62621448462418,24.25621448462418,22.88621448462418,23.43
2025-04-09,25.676194057517115,24.184194057517114,22.692194057517113,23.1
2025-04-10,25.711604147277388,24.12760414727739,22.54360414727739,23.79
2025-04-11,25.698498990393826,24.094498990393827,22.490498990393828,23.82
2025-04-14,25.564641943689658,24.062641943689655,22.560641943689653,23.8
2025-04-15,25.443437949052548,24.021437949052547,22.599437949052547,23.75
2025-04-16,25.38701528723802,23.98701528723802,22.587015287238017,23.55
2025-04-17,25.29149002178678,23.94349002178678,22.595490021786777,23.5
2025-04-18,25.196300495902324,23.900300495902325,22.604300495902326,23.43
2025-04-21,24.738557591530675,23.874557591530674,23.010557591530674,23.49
2025-04-22,24.601266392337283,23.85126639233728,23.101266392337276,23.63
2025-04-23,24.47428864068611,23.82828864068611,23.18228864068611,23.7
2025-04-24,24.385975436811243,23.797975436811242,23.20997543681124,23.6
2025-04-25,24.3335968237816,23.7895968237816,23.2455968237816,23.65
2025-04-28,24.323825697707164,23.765825697707164,23.207825697707165,23.7
2025-04-29,24.371175631258865,23.707175631258863,23.043175631258862,23.53
2025-04-30,24.34058747590088,23.664587475900877,22.988587475900875,23.15
"
1584,CN,technical,统计用友网络在2020年11月02日到2021年09月22日间，收盘价大于肯特纳通道下轨的天数占比（%）。（标准版：中轨EMA(20)，ATR(10)，乘数2；EMA从前4n个数据开始计算，初始值用首个数据点；ATR计算用SMA）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,92.8826,medium,channel,Middle = EMA_{n_{ema}}(C)；Upper = Middle + 2 * ATR_{n_{atr}}；Lower = Middle - 2 * ATR_{n_{atr}},"date,close,high,low,open
2020-07-03,46.02,46.98,44.8,46.08
2020-07-06,48.21,49.85,45.56,46.0
2020-07-07,51.0,52.93,48.5,48.73
2020-07-08,51.61,51.89,49.98,50.65
2020-07-09,52.65,54.35,51.0,51.09
2020-07-10,52.08,53.97,51.38,52.37
2020-07-13,51.95,53.3,51.0,51.5
2020-07-14,50.17,51.5,49.41,51.3
2020-07-15,49.0,51.28,48.59,50.34
2020-07-16,45.19,50.25,44.1,49.0
2020-07-17,45.1,46.65,44.16,46.35
2020-07-20,45.51,46.24,44.07,46.01
2020-07-21,45.89,47.64,45.55,45.84
2020-07-22,46.92,47.6,45.08,45.1
2020-07-23,46.82,47.43,45.6,46.71
2020-07-24,43.75,47.35,42.4,46.6
2020-07-27,44.0,44.85,43.44,43.45
2020-07-28,44.32,44.82,43.35,44.31
2020-07-29,46.68,47.19,44.48,44.7
2020-07-30,46.88,47.64,45.53,46.93
2020-07-31,47.02,47.87,46.1,46.88
2020-08-03,48.43,48.65,46.69,46.7
2020-08-04,47.71,49.43,47.14,48.43
2020-08-05,47.16,49.2,47.0,49.0
2020-08-06,46.42,47.99,45.7,47.99
2020-08-07,45.39,46.92,44.79,46.01
2020-08-10,46.0,46.95,44.92,45.77
2020-08-11,44.8,46.6,44.54,46.15
2020-08-12,43.92,44.99,42.7,44.98
2020-08-13,43.86,44.63,43.5,44.14
2020-08-14,44.96,45.04,43.73,44.11
2020-08-17,44.92,45.45,44.2,45.02
2020-08-18,45.45,46.02,44.61,45.0
2020-08-19,43.92,45.5,43.81,45.31
2020-08-20,43.0,44.64,42.59,43.5
2020-08-21,42.46,43.49,42.0,43.48
2020-08-24,43.25,43.51,41.66,42.72
2020-08-25,42.95,43.79,42.7,43.67
2020-08-26,41.14,43.35,40.96,43.15
2020-08-27,43.07,43.27,41.42,41.48
2020-08-28,43.79,43.79,42.51,43.29
2020-08-31,41.91,44.0,41.85,43.43
2020-09-01,42.31,42.41,41.01,41.99
2020-09-02,43.54,43.95,41.91,42.5
2020-09-03,42.22,43.5,41.93,43.5
2020-09-04,40.93,42.52,40.2,41.45
2020-09-07,39.58,41.28,39.5,40.99
2020-09-08,39.6,39.94,39.08,39.89
2020-09-09,37.61,39.2,37.6,39.2
2020-09-10,37.92,38.93,37.85,38.28
2020-09-11,38.41,38.8,37.73,38.8
2020-09-14,38.5,39.35,38.05,38.8
2020-09-15,38.95,39.23,38.1,38.5
2020-09-16,38.21,39.15,37.97,38.96
2020-09-17,38.06,38.52,37.31,37.97
2020-09-18,38.99,38.99,37.93,38.12
2020-09-21,38.81,39.72,38.64,39.16
2020-09-22,38.55,39.32,38.3,38.6
2020-09-23,39.05,39.27,38.55,38.65
2020-09-24,37.63,38.94,37.6,38.79
2020-09-25,37.99,38.2,37.72,37.72
2020-09-28,37.79,38.43,37.69,37.69
2020-09-29,39.08,39.3,38.0,38.4
2020-09-30,38.21,39.3,38.05,39.2
2020-10-09,41.5,41.9,39.02,39.2
2020-10-12,43.08,43.85,41.66,41.99
2020-10-13,43.58,43.85,42.51,42.99
2020-10-14,43.29,44.66,43.08,43.59
2020-10-15,44.55,44.91,42.86,44.1
2020-10-16,43.42,45.18,43.2,44.54
2020-10-19,43.37,44.3,42.95,43.75
2020-10-20,43.45,43.58,42.83,43.41
2020-10-21,42.08,43.59,41.7,43.59
2020-10-22,41.43,42.25,41.0,42.06
2020-10-23,41.0,42.09,40.6,41.81
2020-10-26,42.51,43.2,40.72,40.84
2020-10-27,43.38,43.8,42.01,42.35
2020-10-28,43.55,43.99,43.0,43.99
2020-10-29,43.9,44.08,42.75,43.19
2020-10-30,43.15,44.43,42.9,43.93
2020-11-02,45.0,45.05,43.52,43.59
2020-11-03,45.98,46.72,44.66,45.0
2020-11-04,45.76,46.39,45.48,46.05
2020-11-05,45.82,46.91,45.3,46.38
2020-11-06,46.35,46.66,45.01,45.7
2020-11-09,48.4,49.2,46.04,46.35
2020-11-10,47.96,48.6,47.01,48.0
2020-11-11,46.66,47.88,46.0,47.5
2020-11-12,46.71,47.85,45.86,47.01
2020-11-13,47.63,48.21,46.38,46.58
2020-11-16,47.97,49.01,47.05,47.55
2020-11-17,48.02,48.6,47.46,47.7
2020-11-18,44.08,48.38,43.31,48.08
2020-11-19,45.45,45.72,43.33,44.19
2020-11-20,45.75,46.35,45.5,45.8
2020-11-23,44.78,45.81,44.31,45.5
2020-11-24,44.44,45.3,44.04,44.8
2020-11-25,42.8,44.98,42.5,44.44
2020-11-26,42.14,43.79,41.98,43.1
2020-11-27,42.31,42.77,41.75,42.48
2020-11-30,43.7,43.73,42.01,42.31
2020-12-01,44.43,44.63,43.3,43.43
2020-12-02,43.76,44.49,43.55,44.46
2020-12-03,44.27,44.82,43.1,43.85
2020-12-04,44.11,44.6,43.61,44.15
2020-12-07,45.98,46.18,44.1,44.11
2020-12-08,46.29,46.9,45.61,46.67
2020-12-09,44.84,46.7,44.8,46.08
2020-12-10,44.63,45.48,44.08,44.75
2020-12-11,43.78,45.3,43.3,45.3
2020-12-14,44.2,44.45,43.41,43.81
2020-12-15,43.52,44.6,42.94,44.4
2020-12-16,44.99,45.52,43.3,43.38
2020-12-17,44.72,45.5,44.3,45.3
2020-12-18,44.81,45.78,44.68,45.1
2020-12-21,46.14,46.3,44.64,45.15
2020-12-22,42.25,46.0,42.1,46.0
2020-12-23,42.5,42.83,41.09,42.51
2020-12-24,40.06,42.3,39.9,42.26
2020-12-25,41.0,41.06,39.69,40.0
2020-12-28,40.74,41.73,40.47,41.6
2020-12-29,42.76,43.47,40.68,40.75
2020-12-30,42.15,42.56,41.54,42.52
2020-12-31,43.87,44.44,41.81,42.35
2021-01-04,45.71,46.23,44.0,44.0
2021-01-05,46.6,47.39,45.35,46.02
2021-01-06,46.29,46.59,45.51,46.31
2021-01-07,43.77,46.1,41.88,46.0
2021-01-08,43.11,44.25,42.55,43.38
2021-01-11,43.9,45.18,42.23,43.3
2021-01-12,45.09,45.21,43.31,43.84
2021-01-13,43.72,45.09,43.35,44.91
2021-01-14,47.6,47.95,43.85,43.85
2021-01-15,42.84,47.44,42.84,47.44
2021-01-18,43.31,44.3,41.07,41.7
2021-01-19,45.59,46.6,42.93,43.0
2021-01-20,45.31,45.54,44.05,45.32
2021-01-21,47.29,48.11,45.66,45.66
2021-01-22,47.79,49.0,46.8,47.5
2021-01-25,51.1,51.82,48.15,49.8
2021-01-26,49.97,51.75,49.09,50.04
2021-01-27,49.64,51.36,49.25,49.95
2021-01-28,45.1,49.01,44.68,48.59
2021-01-29,43.09,46.07,42.02,45.42
2021-02-01,42.65,43.87,42.49,42.52
2021-02-02,42.19,43.2,41.5,42.95
2021-02-03,41.6,42.9,41.5,42.36
2021-02-04,39.58,41.6,37.44,41.6
2021-02-05,39.61,40.6,38.62,39.6
2021-02-08,39.56,40.3,39.22,39.62
2021-02-09,41.15,42.0,39.35,40.0
2021-02-10,43.26,43.43,41.88,41.89
2021-02-18,42.94,45.3,42.27,44.8
2021-02-19,41.45,42.96,40.6,42.95
2021-02-22,40.63,41.82,40.6,41.45
2021-02-23,39.25,40.63,39.03,40.23
2021-02-24,39.16,39.79,38.53,39.64
2021-02-25,38.0,39.46,37.5,39.28
2021-02-26,36.9,37.3,36.58,37.0
2021-03-01,37.68,37.74,36.89,37.25
2021-03-02,35.56,37.68,35.3,37.68
2021-03-03,35.8,35.97,35.0,35.22
2021-03-04,33.83,35.7,33.75,35.7
2021-03-05,33.11,33.67,32.58,33.0
2021-03-08,33.1,34.45,32.68,34.35
2021-03-09,34.47,35.26,32.5,32.98
2021-03-10,33.97,35.35,33.85,34.8
2021-03-11,34.05,34.36,33.45,33.8
2021-03-12,33.13,34.3,33.0,34.09
2021-03-15,32.21,33.2,31.59,32.59
2021-03-16,32.9,33.1,31.91,32.38
2021-03-17,32.98,33.1,32.05,33.0
2021-03-18,33.4,33.88,33.02,33.05
2021-03-19,32.42,33.12,32.01,32.8
2021-03-22,34.1,34.28,32.5,32.5
2021-03-23,33.93,34.6,33.77,34.1
2021-03-24,33.82,34.05,33.49,33.93
2021-03-25,34.32,34.6,33.33,33.5
2021-03-26,35.2,35.3,34.15,34.5
2021-03-29,34.93,35.55,34.48,35.5
2021-03-30,36.4,36.63,34.77,35.04
2021-03-31,35.71,36.76,35.61,36.11
2021-04-01,35.48,35.87,35.22,35.48
2021-04-02,35.21,36.58,35.17,35.65
2021-04-06,36.42,36.93,35.41,35.41
2021-04-07,35.96,36.65,35.65,36.5
2021-04-08,35.99,36.22,35.57,35.78
2021-04-09,36.28,36.54,35.2,35.86
2021-04-12,34.66,36.28,34.52,36.15
2021-04-13,35.18,35.5,34.5,34.53
2021-04-14,36.15,36.26,35.01,35.19
2021-04-15,36.4,36.76,35.85,36.2
2021-04-16,35.96,37.26,35.6,36.5
2021-04-19,36.72,36.9,35.59,35.91
2021-04-20,36.4,36.9,36.2,36.77
2021-04-21,35.99,36.45,35.85,36.18
2021-04-22,35.61,36.1,35.55,35.99
2021-04-23,35.73,36.28,35.29,35.5
2021-04-26,33.83,36.4,33.48,35.73
2021-04-27,34.86,35.09,33.15,33.93
2021-04-28,34.94,35.3,34.5,34.68
2021-04-29,33.85,34.8,33.45,34.5
2021-04-30,33.2,34.23,33.04,34.03
2021-05-06,32.7,33.48,32.55,33.3
2021-05-07,32.3,33.18,32.11,32.7
2021-05-10,32.52,33.1,31.68,32.49
2021-05-11,32.6,32.91,31.95,32.2
2021-05-12,32.34,32.66,31.7,32.5
2021-05-13,31.24,32.26,31.1,32.14
2021-05-14,31.85,31.94,31.2,31.51
2021-05-17,34.63,34.82,32.0,32.0
2021-05-18,34.05,34.37,33.37,34.0
2021-05-19,34.45,34.52,33.6,34.12
2021-05-20,35.4,35.47,34.43,35.25
2021-05-21,33.8,35.26,33.45,35.21
2021-05-24,35.26,35.42,33.38,33.75
2021-05-25,36.89,37.02,35.06,35.47
2021-05-26,36.6,37.57,36.59,37.0
2021-05-27,36.44,36.9,36.12,36.45
2021-05-28,36.2,36.63,35.51,36.45
2021-05-31,36.25,36.77,35.7,36.2
2021-06-01,35.34,36.25,35.0,36.02
2021-06-02,33.7,35.58,33.45,35.5
2021-06-03,33.03,34.16,32.88,33.81
2021-06-04,33.31,33.65,32.64,33.03
2021-06-07,34.41,34.8,33.32,33.32
2021-06-08,33.83,34.87,33.69,34.69
2021-06-09,33.95,34.15,33.44,33.66
2021-06-10,35.3,35.65,33.52,33.53
2021-06-11,35.62,36.2,35.02,35.6
2021-06-15,34.17,35.47,33.51,35.47
2021-06-16,32.98,33.92,32.92,33.68
2021-06-17,33.3,33.55,32.66,32.81
2021-06-18,32.5,33.7,32.33,33.25
2021-06-21,33.28,33.4,31.9,32.3
2021-06-22,32.82,33.61,32.63,33.28
2021-06-23,33.48,33.66,31.62,32.6
2021-06-24,32.74,33.44,32.5,33.19
2021-06-25,32.75,32.98,32.5,32.74
2021-06-28,32.35,32.78,32.11,32.73
2021-06-29,32.52,33.12,32.31,32.48
2021-06-30,33.26,33.38,32.39,32.52
2021-07-01,32.67,33.38,32.67,33.26
2021-07-02,31.55,32.5,31.37,32.5
2021-07-05,31.46,31.92,31.08,31.55
2021-07-06,31.26,31.55,31.0,31.55
2021-07-07,31.49,31.64,31.07,31.17
2021-07-08,30.3,31.65,30.0,31.58
2021-07-09,30.81,30.92,29.52,30.26
2021-07-12,32.4,32.95,30.61,30.99
2021-07-13,33.22,33.89,32.44,32.8
2021-07-14,32.8,33.78,32.59,33.78
2021-07-15,32.49,33.1,32.12,32.64
2021-07-16,31.99,32.78,31.89,32.61
2021-07-19,33.31,33.49,31.38,31.73
2021-07-20,32.2,33.0,31.93,33.0
2021-07-21,35.42,35.42,31.91,31.91
2021-07-22,36.6,37.17,34.91,35.5
2021-07-23,36.68,37.18,35.45,37.02
2021-07-26,35.26,36.55,34.0,36.14
2021-07-27,36.29,37.46,35.01,35.26
2021-07-28,36.43,37.7,36.01,36.06
2021-07-29,36.54,38.2,36.37,37.37
2021-07-30,35.8,36.76,35.39,36.69
2021-08-02,39.38,39.38,36.6,36.6
2021-08-03,41.21,42.91,39.9,40.0
2021-08-04,41.39,41.88,40.32,41.38
2021-08-05,40.01,41.22,39.58,41.22
2021-08-06,39.19,40.3,38.4,40.0
2021-08-09,41.19,41.2,38.82,38.85
2021-08-10,41.22,41.54,39.66,40.8
2021-08-11,40.2,41.14,40.05,40.69
2021-08-12,40.06,41.36,39.96,40.17
2021-08-13,37.91,39.56,37.9,39.23
2021-08-16,38.4,39.06,37.6,37.89
2021-08-17,36.58,38.66,36.27,38.31
2021-08-18,37.25,37.6,36.41,36.78
2021-08-19,36.15,38.52,35.8,37.7
2021-08-20,36.05,37.0,35.29,36.15
2021-08-23,37.11,37.96,35.81,36.24
2021-08-24,37.27,37.5,36.6,37.16
2021-08-25,36.0,37.55,35.4,37.45
2021-08-26,35.0,35.93,34.98,35.8
2021-08-27,35.36,35.45,34.34,34.8
2021-08-30,34.68,36.38,34.46,36.02
2021-08-31,33.5,34.97,33.04,34.67
2021-09-01,33.35,33.79,32.72,33.69
2021-09-02,32.58,33.56,32.37,33.46
2021-09-03,32.72,33.19,32.53,32.79
2021-09-06,33.38,33.46,32.55,32.55
2021-09-07,33.72,33.88,33.32,33.55
2021-09-08,33.14,33.8,32.9,33.79
2021-09-09,32.81,33.11,32.68,33.0
2021-09-10,32.95,33.35,32.75,32.88
2021-09-13,32.65,32.87,31.57,32.81
2021-09-14,32.22,33.54,32.15,32.37
2021-09-15,31.9,32.32,31.5,32.25
2021-09-16,31.89,32.18,31.71,31.95
2021-09-17,32.94,32.99,31.59,31.77
2021-09-22,32.8,33.66,31.97,32.76
","date,Upper,Middle,Lower,close
2020-07-30,51.40770919762738,46.617709197627384,41.827709197627385,46.88
2020-07-31,51.302022607377154,46.65602260737715,42.01002260737715,47.02
2020-08-03,51.42897283524599,46.824972835245994,42.220972835245995,48.43
2020-08-04,51.545261136651135,46.90926113665113,42.27326113665113,47.71
2020-08-05,51.50514102839865,46.933141028398644,42.36114102839864,47.16
2020-08-06,51.54827045426544,46.88427045426544,42.22027045426544,46.42
2020-08-07,50.84195898243064,46.74195898243064,42.64195898243064,45.39
2020-08-10,50.89529622219914,46.671296222199146,42.44729622219915,46.0
2020-08-11,50.835077534370654,46.493077534370656,42.15107753437066,44.8
2020-08-12,50.47402253109726,46.24802253109726,42.022022531097264,43.92
2020-08-13,50.050591813849906,46.020591813849904,41.9905918138499,43.86
2020-08-14,49.85758306967372,45.91958306967372,41.98158306967372,44.96
2020-08-17,49.62038468208575,45.82438468208575,42.02838468208575,44.92
2020-08-18,49.40872899807759,45.78872899807759,42.16872899807758,45.45
2020-08-19,49.12875480778449,45.61075480778449,42.09275480778449,43.92
2020-08-20,48.83211149275739,45.36211149275739,41.892111492757394,43.0
2020-08-21,48.42771992201859,45.08571992201859,41.74371992201859,42.46
2020-08-24,48.21688945325492,44.91088945325492,41.60488945325491,43.25
2020-08-25,47.83613807675445,44.72413807675445,41.61213807675445,42.95
2020-08-26,47.514791593254024,44.38279159325403,41.25079159325403,41.14
2020-08-27,47.58976382246793,44.25776382246793,40.92576382246793,43.07
2020-08-28,47.53921488699479,44.21321488699479,40.88721488699479,43.79
2020-08-31,47.49986108823338,43.99386108823338,40.48786108823338,41.91
2020-09-01,47.33749336554448,43.833493365544484,40.32949336554449,42.31
2020-09-02,47.37954161644501,43.80554161644501,40.231541616445014,43.54
2020-09-03,47.14053765297406,43.65453765297406,40.16853765297405,42.22
2020-09-04,47.04705787650034,43.39505787650034,39.74305787650034,40.93
2020-09-07,46.66971903111936,43.03171903111936,39.39371903111936,39.58
2020-09-08,46.29688864720323,42.704888647203234,39.112888647203235,39.6
2020-09-09,45.7336611569934,42.219661156993396,38.70566115699339,37.61
2020-09-10,45.16216961823212,41.810169618232116,38.45816961823211,37.92
2020-09-11,44.79634394030525,41.48634394030525,38.176343940305244,38.41
2020-09-14,44.341930231704744,41.20193023170474,38.06193023170474,38.5
2020-09-15,44.0734606858281,40.987460685828104,37.901460685828106,38.95
2020-09-16,43.63694062051114,40.72294062051114,37.80894062051114,38.21
2020-09-17,43.30332722808151,40.469327228081504,37.6353272280815,38.06
2020-09-18,42.91043892064517,40.32843892064517,37.74643892064517,38.99
2020-09-21,42.62582569010753,40.18382569010753,37.74182569010753,38.81
2020-09-22,42.50222324343063,40.028223243430624,37.55422324343062,38.55
2020-09-23,42.15305912500867,39.935059125008664,37.71705912500866,39.05
2020-09-24,41.959529684531645,39.715529684531646,37.471529684531646,37.63
2020-09-25,41.695193524100056,39.55119352410006,37.40719352410006,37.99
2020-09-28,41.4154608075191,39.3834608075191,37.351460807519096,37.79
2020-09-29,41.46255977823157,39.35455977823157,37.246559778231564,39.08
2020-09-30,41.36755408506666,39.24555408506666,37.12355408506666,38.21
2020-10-09,42.07826321982221,39.46026321982221,36.84226321982221,41.5
2020-10-12,42.68100005602961,39.80500005602961,36.929000056029615,43.08
2020-10-13,43.09252386021728,40.16452386021727,37.23652386021727,43.58
2020-10-14,43.50218825448229,40.46218825448229,37.42218825448229,43.29
2020-10-15,44.157503658817305,40.85150365881731,37.54550365881731,44.55
2020-10-16,44.50812235797756,41.09612235797756,37.684122357977564,43.42
2020-10-19,44.880682133408264,41.312682133408266,37.74468213340827,43.37
2020-10-20,45.086236215940815,41.516236215940815,37.946236215940814,43.45
2020-10-21,45.21592800489883,41.56992800489883,37.923928004898826,42.08
2020-10-22,45.2026015282418,41.5566015282418,37.9106015282418,41.43
2020-10-23,44.70959185888543,41.503591858885436,38.29759185888544,41.0
2020-10-26,44.8314402532773,41.5994402532773,38.3674402532773,42.51
2020-10-27,45.09101737201279,41.7690173720128,38.4470173720128,43.38
2020-10-28,45.14263476515443,41.93863476515443,38.73463476515443,43.55
2020-10-29,45.18543145418735,42.12543145418735,39.06543145418735,43.9
2020-10-30,45.19300941093141,42.22300941093141,39.25300941093141,43.15
2020-11-02,45.567484705128415,42.487484705128416,39.40748470512842,45.0
2020-11-03,46.1621052094019,42.8201052094019,39.4781052094019,45.98
2020-11-04,46.24609518945886,43.10009518945886,39.95409518945886,45.76
2020-11-05,46.577133742843735,43.35913374284373,40.14113374284373,45.82
2020-11-06,46.89397814828719,43.64397814828719,40.39397814828719,46.35
2020-11-09,47.48293261035508,44.096932610355076,40.71093261035507,48.4
2020-11-10,47.810843790321265,44.46484379032126,41.11884379032126,47.96
2020-11-11,48.21390628648114,44.67390628648114,41.13390628648114,46.66
2020-11-12,48.53981997348294,44.86781997348294,41.195819973482934,46.71
2020-11-13,48.862884737913134,45.130884737913135,41.398884737913136,47.63
2020-11-16,49.1452766676357,45.4012766676357,41.6572766676357,47.97
2020-11-17,49.21067888976563,45.65067888976563,42.09067888976563,48.02
2020-11-18,49.89309042407367,45.501090424073666,41.10909042407366,44.08
2020-11-19,50.04422466939999,45.496224669399986,40.948224669399984,45.45
2020-11-20,49.91839374850475,45.520393748504745,41.12239374850474,45.75
2020-11-23,49.515880058170964,45.44988005817096,41.38388005817096,44.78
2020-11-24,49.35370100501182,45.35370100501182,41.35370100501182,44.44
2020-11-25,49.21449138548689,45.11049138548689,41.00649138548689,42.8
2020-11-26,48.895587444011944,44.82758744401195,40.75958744401195,42.14
2020-11-27,48.4938172112489,44.587817211248904,40.681817211248905,42.31
2020-11-30,48.361263191129964,44.50326319112997,40.64526319112997,43.7
2020-12-01,48.39228574435569,44.49628574435569,40.60028574435569,44.43
2020-12-02,47.49616329251229,44.42616329251229,41.35616329251229,43.76
2020-12-03,47.34729059798731,44.41129059798731,41.47529059798731,44.27
2020-12-04,47.33659625532185,44.38259625532185,41.42859625532185,44.11
2020-12-07,47.6047299452912,44.5347299452912,41.4647299452912,45.98
2020-12-08,47.77789852193013,44.70189852193013,41.62589852193013,46.29
2020-12-09,47.675051043651074,44.71505104365107,41.75505104365107,44.84
2020-12-10,47.58495094425574,44.70695094425574,41.82895094425574,44.63
2020-12-11,47.69266990194567,44.618669901945665,41.54466990194566,43.78
2020-12-14,47.51679657795084,44.57879657795084,41.64079657795084,44.2
2020-12-15,47.481958808622196,44.47795880862219,41.473958808622186,43.52
2020-12-16,47.78672463637247,44.526724636372464,41.26672463637246,44.99
2020-12-17,47.70113181386081,44.545131813860806,41.3891318138608,44.72
2020-12-18,47.74835735539788,44.570357355397874,41.39235735539787,44.81
2020-12-21,47.81384713107427,44.71984713107427,41.625847131074266,46.14
2020-12-22,48.12862359478149,44.48462359478148,40.840623594781476,42.25
2020-12-23,47.90761182384991,44.29561182384991,40.68361182384991,42.5
2020-12-24,47.744220221578495,43.89222022157849,40.04022022157849,40.06
2020-12-25,47.34277067666626,43.616770676666256,39.89077067666625,41.0
2020-12-28,47.11279251698376,43.34279251698376,39.57279251698375,40.74
2020-12-29,47.28328846774721,43.28728846774721,39.29128846774721,42.76
2020-12-30,46.97497528034271,43.17897528034271,39.38297528034271,42.15
2020-12-31,47.32678715840531,43.24478715840531,39.16278715840531,43.87
2021-01-04,47.81356933379527,43.479569333795276,39.14556933379528,45.71
2021-01-05,48.18675320676715,43.776753206767154,39.36675320676716,46.6
2021-01-06,47.836110044217904,44.0161100442179,40.1961100442179,46.29
2021-01-07,48.34667099238763,43.99267099238763,39.63867099238763,43.77
2021-01-08,48.08260708835071,43.90860708835071,39.734607088350714,43.11
2021-01-11,48.39778736565065,43.90778736565065,39.417787365650646,43.9
2021-01-12,48.638379045112494,44.02037904511249,39.40237904511249,45.09
2021-01-13,48.39977151700654,43.99177151700654,39.58377151700654,43.72
2021-01-14,49.345412324910676,44.33541232491068,39.32541232491068,47.6
2021-01-15,49.62899210349061,44.19299210349061,38.75699210349061,42.84
2021-01-18,49.718897617443886,44.10889761744389,38.49889761744389,43.31
2021-01-19,50.18595498721114,44.24995498721114,38.31395498721114,45.59
2021-01-20,50.376911655095796,44.35091165509579,38.32491165509579,45.31
2021-01-21,50.334824830800954,44.630824830800954,38.92682483080095,47.29
2021-01-22,50.73569865643896,44.93169865643896,39.12769865643896,47.79
2021-01-25,51.5391559272543,45.519155927254296,39.49915592725429,51.1
2021-01-26,52.11504583894437,45.943045838944364,39.77104583894436,49.97
2021-01-27,52.54113671142586,46.295136711425855,40.04913671142585,49.64
2021-01-28,52.57331416748054,46.18131416748054,39.78931416748053,45.1
2021-01-29,52.13690329438715,45.88690329438715,39.63690329438715,43.09
2021-02-01,51.45862679015981,45.57862679015981,39.69862679015981,42.65
2021-02-02,50.7419004291922,45.2559004291922,39.769900429192205,42.19
2021-02-03,50.3657194359358,44.9077194359358,39.449719435935805,41.6
2021-02-04,50.1303175848943,44.4003175848943,38.670317584894306,39.58
2021-02-05,49.630096862523416,43.944096862523416,38.258096862523416,39.61
2021-02-08,48.622563827997375,43.52656382799738,38.43056382799738,39.56
2021-02-09,48.39422441580715,43.30022441580715,38.20622441580715,41.15
2021-02-10,48.424393519063614,43.296393519063614,38.16839351906361,43.26
2021-02-18,48.00445127915279,43.26245127915279,38.520451279152795,42.94
2021-02-19,47.49383687161443,43.08983687161443,38.685836871614434,41.45
2021-02-22,47.22756669336544,42.85556669336544,38.48356669336544,40.63
2021-02-23,46.864179389235396,42.5121793892354,38.1601793892354,39.25
2021-02-24,46.51692420930822,42.192924209308224,37.868924209308226,39.16
2021-02-25,45.677598094136016,41.793598094136016,37.909598094136015,38.0
2021-02-26,45.099541132789724,41.327541132789726,37.55554113278973,36.9
2021-03-01,44.706156263000224,40.980156263000225,37.254156263000226,37.68
2021-03-02,44.13595090461925,40.46395090461925,36.791950904619256,35.56
2021-03-03,43.429765104179324,40.01976510417933,36.60976510417933,35.8
2021-03-04,42.644263665686054,39.430263665686056,36.21626366568606,33.83
2021-03-05,41.82033379276358,38.82833379276358,35.83633379276358,33.11
2021-03-08,41.38477819345277,38.282778193452764,35.18077819345276,33.1
2021-03-09,41.253656460742974,37.91965646074297,34.58565646074297,34.47
2021-03-10,40.925498702576974,37.543498702576976,34.16149870257698,33.97
2021-03-11,40.38278454042678,37.210784540426786,34.03878454042679,34.05
2021-03-12,39.97013839371947,36.82213839371948,33.67413839371948,33.13
2021-03-15,39.68288711812714,36.382887118127144,33.08288711812715,32.21
2021-03-16,39.11318358306741,36.05118358306741,32.989183583067415,32.9
2021-03-17,38.83668990848956,35.75868990848956,32.680689908489555,32.98
2021-03-18,38.3820527743477,35.5340527743477,32.6860527743477,33.4
2021-03-19,38.11347631964793,35.237476319647925,32.36147631964792,32.42
2021-03-22,38.02314524158622,35.12914524158622,32.235145241586224,34.1
2021-03-23,37.522940932863726,35.01494093286372,32.50694093286372,33.93
2021-03-24,37.22113703449575,34.90113703449575,32.58113703449575,33.82
2021-03-25,37.23779065025806,34.84579065025806,32.45379065025806,34.32
2021-03-26,37.24152487404301,34.87952487404301,32.517524874043005,35.2
2021-03-29,37.13833202889606,34.884332028896054,32.63033202889605,34.93
2021-03-30,37.41668135947738,35.02868135947738,32.640681359477384,36.4
2021-03-31,37.50156884905097,35.09356884905097,32.685568849050966,35.71
2021-04-01,37.488371815808016,35.13037181580802,32.77237181580802,35.48
2021-04-02,37.49995545239773,35.13795545239773,32.77595545239774,35.21
2021-04-06,37.594054933121754,35.26005493312176,32.92605493312176,36.42
2021-04-07,37.69471636806254,35.32671636806254,32.95871636806255,35.96
2021-04-08,37.77588623777087,35.389886237770874,33.00388623777088,35.99
2021-04-09,37.87465897703079,35.47465897703079,33.07465897703079,36.28
2021-04-12,37.91907240778976,35.397072407789764,32.875072407789766,34.66
2021-04-13,37.88439884514312,35.37639884514312,32.868398845143126,35.18
2021-04-14,37.836075145605676,35.45007514560568,33.064075145605685,36.15
2021-04-15,37.87854417935752,35.540544179357525,33.20254417935753,36.4
2021-04-16,38.120492352752045,35.580492352752046,33.04049235275205,35.96
2021-04-19,38.209016890585175,35.68901689058518,33.16901689058518,36.72
2021-04-20,38.072729567672305,35.75672956767231,33.440729567672314,36.4
2021-04-21,38.01494579932256,35.778945799322564,33.54294579932257,35.99
2021-04-22,37.978855723196595,35.7628557231966,33.54685572319661,35.61
2021-04-23,37.90572660670169,35.75972660670169,33.61372660670169,35.73
2021-04-26,37.953943120349145,35.575943120349145,33.197943120349144,33.83
2021-04-27,38.07375806126828,35.50775806126828,32.941758061268274,34.86
2021-04-28,37.92968586495701,35.45368586495701,32.97768586495701,34.94
2021-04-29,37.89295387781824,35.300953877818245,32.708953877818246,33.85
2021-04-30,37.59886303231174,35.10086303231174,32.602863032311745,33.2
2021-05-06,37.29420941018682,34.87220941018682,32.45020941018682,32.7
2021-05-07,37.12323708540712,34.62723708540712,32.131237085407115,32.3
2021-05-10,37.086547839177875,34.42654783917787,31.76654783917787,32.52
2021-05-11,36.99459090211331,34.25259090211331,31.51059090211331,32.6
2021-05-12,36.80643938762633,34.07043938762633,31.334439387626333,32.34
2021-05-13,36.200873731661915,33.800873731661916,31.400873731661918,31.24
2021-05-14,35.7750762334084,33.6150762334084,31.455076233408406,31.85
2021-05-17,36.30573563975046,33.71173563975046,31.11773563975046,34.63
2021-05-18,36.29195129310756,33.74395129310756,31.195951293107555,34.05
2021-05-19,36.305194027097315,33.811194027097315,31.317194027097315,34.45
2021-05-20,36.47850888165947,33.962508881659474,31.446508881659472,35.4
2021-05-21,36.63903184531095,33.94703184531095,31.255031845310953,33.8
2021-05-24,36.888076431471816,34.072076431471814,31.256076431471815,35.26
2021-05-25,37.35645010466497,34.340450104664974,31.324450104664972,36.89
2021-05-26,37.57564533279212,34.55564533279212,31.535645332792118,36.6
2021-05-27,37.663107682050004,34.73510768205001,31.807107682050006,36.44
2021-05-28,37.87862123614048,34.874621236140484,31.870621236140483,36.2
2021-05-31,37.629609689841395,35.00560968984139,32.38160968984139,36.25
2021-06-01,37.659456386046976,35.037456386046976,32.415456386046976,35.34
2021-06-02,37.77407958737584,34.91007958737584,32.04607958737584,33.7
2021-06-03,37.64302438857814,34.73102438857814,31.819024388578143,33.03
2021-06-04,37.319688732523076,34.59568873252308,31.871688732523083,33.31
2021-06-07,37.1920040913304,34.578004091330406,31.96400409133041,34.41
2021-06-08,36.964765606441794,34.506765606441796,32.0487656064418,33.83
2021-06-09,36.857740310590195,34.4537403105902,32.0497403105902,33.95
2021-06-10,37.20833647148637,34.53433647148637,31.860336471486374,35.3
2021-06-11,37.32373299801147,34.63773299801148,31.951732998011483,35.62
2021-06-15,37.48718699820086,34.59318699820086,31.69918699820087,34.17
2021-06-16,37.33355014122935,34.439550141229354,31.54555014122936,32.98
2021-06-17,36.97702155635036,34.331021556350365,31.685021556350367,33.3
2021-06-18,36.82063855098366,34.15663855098366,31.49263855098366,32.5
2021-06-21,36.83514916517569,34.07314916517569,31.311149165175692,33.28
2021-06-22,36.61380162563515,33.95380162563515,31.29380162563515,32.82
2021-06-23,36.74067766128895,33.90867766128895,31.07667766128895,33.48
2021-06-24,36.68337502688047,33.797375026880474,30.911375026880474,32.74
2021-06-25,36.25362502432043,33.69762502432043,31.141625024320433,32.75
2021-06-28,36.02327978390896,33.56927978390896,31.115279783908964,32.35
2021-06-29,35.66334837591763,33.46934837591763,31.275348375917634,32.52
2021-06-30,35.59141043535404,33.44941043535405,31.307410435354047,33.26
2021-07-01,35.48118087008223,33.37518087008223,31.269180870082234,32.67
2021-07-02,35.29335412055059,33.20135412055059,31.10935412055059,31.55
2021-07-05,34.99551087097434,33.03551087097434,31.075510870974345,31.46
2021-07-06,34.74041459754821,32.866414597548214,30.992414597548215,31.26
2021-07-07,34.31532749301981,32.73532749301981,31.15532749301981,31.49
2021-07-08,34.217391541303634,32.503391541303635,30.789391541303637,30.3
2021-07-09,34.24011615641758,32.342116156417575,30.444116156417575,30.81
2021-07-12,34.57962890342542,32.347628903425424,30.11562890342542,32.4
2021-07-13,34.79871186500396,32.43071186500396,30.062711865003955,33.22
2021-07-14,34.87388216357501,32.46588216357501,30.05788216357501,32.8
2021-07-15,34.930179100377394,32.46817910037739,30.006179100377388,32.49
2021-07-16,34.802638233674784,32.42263823367478,30.04263823367478,31.99
2021-07-19,35.14114887808671,32.50714887808671,29.873148878086706,33.31
2021-07-20,35.27789660398322,32.47789660398322,29.677896603983214,32.2
2021-07-21,36.146096927413396,32.75809692741339,29.37009692741339,35.42
2021-07-22,36.63399245813593,33.12399245813592,29.613992458135918,36.6
2021-07-23,37.03865984307536,33.46265984307536,29.886659843075353,36.68
2021-07-26,37.2778350961158,33.633835096115796,29.989835096115794,35.26
2021-07-27,37.72280318220001,33.886803182200005,30.050803182200003,36.29
2021-07-28,38.06501240294287,34.12901240294286,30.19301240294286,36.43
2021-07-29,38.464630269329255,34.358630269329254,30.25263026932925,36.54
2021-07-30,38.69790357701219,34.495903577012186,30.29390357701218,35.8
2021-08-02,39.45705561729674,34.961055617296736,30.465055617296734,39.38
2021-08-03,40.482193177554194,35.55619317755419,30.63019317755419,41.21
2021-08-04,40.647793827310934,36.11179382731093,31.57579382731093,41.39
2021-08-05,40.92905155804323,36.48305155804322,32.03705155804322,40.01
2021-08-06,41.220856171562914,36.74085617156291,32.26085617156291,39.19
2021-08-09,41.58458415522359,37.16458415522359,32.744584155223585,41.19
2021-08-10,41.856814235678485,37.55081423567848,33.244814235678476,41.22
2021-08-11,42.00511764180435,37.80311764180434,33.601117641804336,40.2
2021-08-12,42.13405881877536,38.01805881877536,33.90205881877536,40.06
2021-08-13,42.28176750270152,38.00776750270152,33.73376750270152,37.91
2021-08-16,41.89512297863471,38.04512297863471,34.19512297863471,38.4
2021-08-17,41.527587456859976,37.905587456859976,34.283587456859976,36.58
2021-08-18,41.391150556206654,37.84315055620665,34.29515055620665,37.25
2021-08-19,41.41189812228221,37.681898122282206,33.9518981222822,36.15
2021-08-20,41.21847925349342,37.52647925349342,33.83447925349342,36.05
2021-08-23,41.13281456268452,37.48681456268452,33.84081456268452,37.11
2021-08-24,40.916165556714574,37.46616555671457,34.01616555671457,37.27
2021-08-25,40.97253074178938,37.32653074178938,33.680530741789376,36.0
2021-08-26,40.67495638542849,37.10495638542849,33.53495638542849,35.0
2021-08-27,40.29877006300672,36.93877006300672,33.57877006300672,35.36
2021-08-30,40.17564910462513,36.72364910462513,33.27164910462513,34.68
2021-08-31,39.77663490418464,36.41663490418464,33.05663490418464,33.5
2021-09-01,39.46057443711943,36.124574437119435,32.788574437119436,33.35
2021-09-02,38.816995919298535,35.78699591929853,32.75699591929853,32.58
2021-09-03,38.31490106984153,35.49490106984153,32.67490106984153,32.72
2021-09-06,37.86548192033281,35.29348192033281,32.721481920332806,33.38
2021-09-07,37.64762649934874,35.143626499348734,32.63962649934873,33.72
2021-09-08,37.20680492798219,34.952804927982186,32.69880492798218,33.14
2021-09-09,36.890728268174364,34.74872826817436,32.60672826817436,32.81
2021-09-10,36.61742081406251,34.57742081406251,32.537420814062514,32.95
2021-09-13,36.32585692700894,34.39385692700894,32.46185692700894,32.65
2021-09-14,36.010822933960476,34.18682293396047,32.362822933960466,32.22
2021-09-15,35.74303027358329,33.969030273583286,32.195030273583285,31.9
2021-09-16,35.401027390384876,33.77102739038487,32.14102739038487,31.89
2021-09-17,35.46988192463394,33.69188192463393,31.91388192463393,32.94
2021-09-22,35.540940788954515,33.60694078895451,31.67294078895451,32.8
"
1585,CN,technical,"南方航空2022年04月02日-2022年09月18日, 对于包络线，最高价大于中轨的天数占比？（单位：%）（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",64.6018,medium,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close,high
2022-03-08,6.37,6.68
2022-03-09,6.32,6.42
2022-03-10,6.48,6.6
2022-03-11,6.71,6.8
2022-03-14,6.21,6.55
2022-03-15,5.91,6.18
2022-03-16,6.5,6.5
2022-03-17,6.66,6.85
2022-03-18,6.72,6.77
2022-03-21,6.68,6.81
2022-03-22,6.62,6.81
2022-03-23,6.57,6.64
2022-03-24,6.51,6.65
2022-03-25,6.28,6.51
2022-03-28,6.23,6.28
2022-03-29,6.18,6.32
2022-03-30,6.39,6.45
2022-03-31,6.19,6.65
2022-04-01,6.49,6.58
2022-04-06,6.58,6.64
2022-04-07,6.6,6.76
2022-04-08,6.75,6.77
2022-04-11,6.46,6.78
2022-04-12,6.98,7.01
2022-04-13,6.77,6.95
2022-04-14,6.87,7.1
2022-04-15,6.85,6.99
2022-04-18,6.93,7.03
2022-04-19,6.9,6.98
2022-04-20,7.07,7.12
2022-04-21,6.75,7.07
2022-04-22,6.81,6.87
2022-04-25,6.5,6.8
2022-04-26,6.3,6.62
2022-04-27,6.34,6.37
2022-04-28,6.31,6.5
2022-04-29,6.5,6.53
2022-05-05,6.38,6.53
2022-05-06,6.0,6.28
2022-05-09,5.78,5.91
2022-05-10,5.84,5.9
2022-05-11,6.09,6.18
2022-05-12,5.92,6.07
2022-05-13,5.94,5.99
2022-05-16,6.0,6.2
2022-05-17,6.02,6.05
2022-05-18,5.88,6.05
2022-05-19,5.9,5.91
2022-05-20,6.04,6.05
2022-05-23,6.05,6.1
2022-05-24,5.91,6.22
2022-05-25,6.16,6.22
2022-05-26,6.32,6.33
2022-05-27,6.32,6.36
2022-05-30,6.47,6.6
2022-05-31,6.49,6.59
2022-06-01,6.48,6.63
2022-06-02,6.48,6.56
2022-06-06,6.4,6.49
2022-06-07,6.36,6.43
2022-06-08,6.51,6.57
2022-06-09,6.45,6.59
2022-06-10,6.47,6.47
2022-06-13,6.19,6.4
2022-06-14,6.24,6.25
2022-06-15,6.27,6.38
2022-06-16,6.39,6.44
2022-06-17,6.52,6.56
2022-06-20,6.71,6.77
2022-06-21,6.68,6.79
2022-06-22,6.74,6.84
2022-06-23,6.75,6.83
2022-06-24,6.85,6.9
2022-06-27,7.05,7.18
2022-06-28,7.34,7.45
2022-06-29,7.2,7.49
2022-06-30,7.31,7.5
2022-07-01,6.98,7.31
2022-07-04,6.78,7.09
2022-07-05,6.81,6.96
2022-07-06,6.62,6.92
2022-07-07,6.61,6.67
2022-07-08,6.69,6.87
2022-07-11,6.62,6.66
2022-07-12,6.67,6.76
2022-07-13,6.9,6.92
2022-07-14,7.01,7.1
2022-07-15,6.79,7.04
2022-07-18,6.88,6.95
2022-07-19,6.7,6.93
2022-07-20,6.73,6.87
2022-07-21,6.62,6.79
2022-07-22,6.68,6.75
2022-07-25,6.66,6.72
2022-07-26,6.73,6.92
2022-07-27,6.8,6.82
2022-07-28,6.61,6.85
2022-07-29,6.4,6.58
2022-08-01,6.36,6.45
2022-08-02,6.34,6.39
2022-08-03,6.15,6.39
2022-08-04,6.2,6.22
2022-08-05,6.22,6.25
2022-08-08,6.14,6.21
2022-08-09,6.21,6.24
2022-08-10,6.09,6.2
2022-08-11,6.18,6.19
2022-08-12,6.34,6.35
2022-08-15,6.25,6.3
2022-08-16,6.23,6.29
2022-08-17,6.33,6.36
2022-08-18,6.23,6.36
2022-08-19,6.29,6.35
2022-08-22,6.39,6.43
2022-08-23,6.39,6.44
2022-08-24,6.31,6.41
2022-08-25,6.39,6.42
2022-08-26,6.42,6.51
2022-08-29,6.5,6.54
2022-08-30,6.51,6.59
2022-08-31,6.44,6.55
2022-09-01,6.15,6.46
2022-09-02,6.19,6.25
2022-09-05,6.24,6.25
2022-09-06,6.44,6.49
2022-09-07,6.44,6.52
2022-09-08,6.58,6.63
2022-09-09,6.6,6.68
2022-09-13,6.68,6.74
2022-09-14,6.64,6.75
2022-09-15,6.67,6.79
2022-09-16,6.5,6.75
","date,Upper,Middle,Lower,high
2022-04-06,7.073,6.43,5.787,6.64
2022-04-07,7.08565,6.4415,5.79735,6.76
2022-04-08,7.109299999999999,6.462999999999999,5.816699999999999,6.77
2022-04-11,7.108200000000001,6.462000000000001,5.8158,6.78
2022-04-12,7.123050000000002,6.475500000000001,5.827950000000001,7.01
2022-04-13,7.15385,6.5035,5.85315,6.95
2022-04-14,7.206650000000001,6.5515,5.89635,7.1
2022-04-15,7.2259,6.569,5.9121,6.99
2022-04-18,7.240750000000001,6.5825000000000005,5.924250000000001,7.03
2022-04-19,7.250650000000001,6.591500000000001,5.9323500000000005,6.98
2022-04-20,7.2721,6.611,5.9498999999999995,7.12
2022-04-21,7.27925,6.6175,5.95575,7.07
2022-04-22,7.2924500000000005,6.6295,5.966550000000001,6.87
2022-04-25,7.2919,6.629,5.9661,6.8
2022-04-26,7.293,6.63,5.967,6.62
2022-04-27,7.299050000000001,6.6355,5.9719500000000005,6.37
2022-04-28,7.306200000000001,6.642,5.9778,6.5
2022-04-29,7.31225,6.647499999999999,5.982749999999999,6.53
2022-05-05,7.322699999999999,6.656999999999999,5.991299999999999,6.53
2022-05-06,7.295750000000001,6.6325,5.969250000000001,6.28
2022-05-09,7.2517499999999995,6.592499999999999,5.933249999999999,5.91
2022-05-10,7.209950000000001,6.5545,5.89905,5.9
2022-05-11,7.173650000000001,6.5215000000000005,5.869350000000001,6.18
2022-05-12,7.143950000000001,6.4945,5.8450500000000005,6.07
2022-05-13,7.08675,6.4425,5.79825,5.99
2022-05-16,7.044400000000001,6.404000000000001,5.763600000000001,6.2
2022-05-17,6.997650000000001,6.3615,5.725350000000001,6.05
2022-05-18,6.944300000000001,6.313000000000001,5.681700000000001,6.05
2022-05-19,6.887650000000001,6.2615,5.63535,5.91
2022-05-20,6.840350000000001,6.218500000000001,5.59665,6.05
2022-05-23,6.78425,6.1674999999999995,5.55075,6.1
2022-05-24,6.738050000000001,6.125500000000001,5.512950000000001,6.22
2022-05-25,6.7023,6.093,5.4837,6.22
2022-05-26,6.6924,6.084,5.4756,6.33
2022-05-27,6.6935,6.085,5.4765,6.36
2022-05-30,6.70065,6.0915,5.48235,6.6
2022-05-31,6.71055,6.100499999999999,5.490449999999999,6.59
2022-06-01,6.70945,6.0995,5.48955,6.63
2022-06-02,6.71495,6.1045,5.49405,6.56
2022-06-06,6.73695,6.124499999999999,5.5120499999999995,6.49
2022-06-07,6.76885,6.153499999999999,5.53815,6.43
2022-06-08,6.8057,6.186999999999999,5.5683,6.57
2022-06-09,6.825500000000001,6.205,5.5845,6.59
2022-06-10,6.8557500000000005,6.2325,5.60925,6.47
2022-06-13,6.8695,6.245,5.6205,6.4
2022-06-14,6.882700000000002,6.257000000000001,5.6313,6.25
2022-06-15,6.896450000000001,6.2695,5.64255,6.38
2022-06-16,6.9245,6.295,5.6655,6.44
2022-06-17,6.958600000000001,6.326,5.6934,6.56
2022-06-20,6.99545,6.3595,5.7235499999999995,6.77
2022-06-21,7.030100000000001,6.391,5.7519,6.79
2022-06-22,7.075750000000001,6.4325,5.78925,6.84
2022-06-23,7.108200000000001,6.462000000000001,5.8158,6.83
2022-06-24,7.1373500000000005,6.4885,5.839650000000001,6.9
2022-06-27,7.177500000000001,6.525,5.8725000000000005,7.18
2022-06-28,7.225350000000001,6.5685,5.911650000000001,7.45
2022-06-29,7.264400000000002,6.604000000000001,5.943600000000001,7.49
2022-06-30,7.31005,6.6455,5.98095,7.5
2022-07-01,7.33755,6.6705,6.00345,7.31
2022-07-04,7.35845,6.6895,6.02055,7.09
2022-07-05,7.383200000000001,6.712000000000001,6.040800000000001,6.96
2022-07-06,7.38925,6.717499999999999,6.04575,6.92
2022-07-07,7.39805,6.725499999999999,6.052949999999999,6.67
2022-07-08,7.41015,6.7364999999999995,6.06285,6.87
2022-07-11,7.433800000000001,6.758,6.0822,6.66
2022-07-12,7.4574500000000015,6.7795000000000005,6.1015500000000005,6.76
2022-07-13,7.492100000000001,6.811,6.1299,6.92
2022-07-14,7.526200000000001,6.8420000000000005,6.157800000000001,7.1
2022-07-15,7.541050000000002,6.855500000000001,6.169950000000001,7.04
2022-07-18,7.550400000000001,6.864,6.1776,6.95
2022-07-19,7.551500000000001,6.865,6.1785000000000005,6.93
2022-07-20,7.55095,6.8645,6.17805,6.87
2022-07-21,7.5438,6.858,6.1722,6.79
2022-07-22,7.534450000000001,6.849500000000001,6.164550000000001,6.75
2022-07-25,7.513000000000002,6.830000000000001,6.147000000000001,6.72
2022-07-26,7.479450000000001,6.7995,6.11955,6.92
2022-07-27,7.4574500000000015,6.7795000000000005,6.1015500000000005,6.82
2022-07-28,7.41895,6.7444999999999995,6.070049999999999,6.85
2022-07-29,7.387050000000001,6.7155000000000005,6.043950000000001,6.58
2022-08-01,7.36395,6.6945,6.02505,6.45
2022-08-02,7.3381,6.670999999999999,6.0039,6.39
2022-08-03,7.3122500000000015,6.647500000000001,5.982750000000001,6.39
2022-08-04,7.289700000000002,6.627000000000001,5.964300000000001,6.22
2022-08-05,7.26385,6.6034999999999995,5.943149999999999,6.25
2022-08-08,7.237450000000001,6.5795,5.921550000000001,6.21
2022-08-09,7.21215,6.5565,5.90085,6.24
2022-08-10,7.1676,6.516,5.8644,6.2
2022-08-11,7.121950000000002,6.474500000000001,5.827050000000001,6.19
2022-08-12,7.097200000000001,6.452,5.8068,6.35
2022-08-15,7.06255,6.4205,5.778449999999999,6.3
2022-08-16,7.036700000000001,6.397,5.757300000000001,6.29
2022-08-17,7.0147,6.377,5.7393,6.36
2022-08-18,6.993250000000001,6.3575,5.72175,6.36
2022-08-19,6.971800000000001,6.338,5.7042,6.35
2022-08-22,6.956950000000001,6.3245000000000005,5.692050000000001,6.43
2022-08-23,6.938250000000001,6.3075,5.67675,6.44
2022-08-24,6.9113,6.2829999999999995,5.6547,6.41
2022-08-25,6.8992,6.272,5.6448,6.42
2022-08-26,6.9003000000000005,6.273,5.6457,6.51
2022-08-29,6.9079999999999995,6.279999999999999,5.651999999999999,6.54
2022-08-30,6.917350000000001,6.2885,5.65965,6.59
2022-08-31,6.933300000000001,6.303,5.6727,6.55
2022-09-01,6.930550000000001,6.3005,5.670450000000001,6.46
2022-09-02,6.928900000000001,6.299,5.6691,6.25
2022-09-05,6.934400000000001,6.304,5.6736,6.25
2022-09-06,6.947050000000001,6.3155,5.68395,6.49
2022-09-07,6.9663,6.333,5.6997,6.52
2022-09-08,6.988300000000001,6.353,5.7177,6.63
2022-09-09,7.0026,6.366,5.7294,6.68
2022-09-13,7.026250000000001,6.3875,5.74875,6.74
2022-09-14,7.0488,6.4079999999999995,5.7672,6.75
2022-09-15,7.067500000000001,6.425,5.7825,6.79
2022-09-16,7.082350000000001,6.4385,5.794650000000001,6.75
"
1586,CN,technical,纳思达从2023年03月23日到2024年01月07日，最低价大于包络线下轨的天数比例是多少？（单位：%）（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,84.0206,medium,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close,high,low
2023-02-24,53.25,54.19,53.04
2023-02-27,52.89,53.71,52.45
2023-02-28,53.98,55.07,52.85
2023-03-01,53.37,54.22,52.8
2023-03-02,52.17,53.32,51.83
2023-03-03,52.41,52.95,51.83
2023-03-06,52.36,52.98,51.8
2023-03-07,49.99,52.23,49.91
2023-03-08,49.45,50.37,49.08
2023-03-09,48.31,49.36,47.91
2023-03-10,48.28,49.06,46.7
2023-03-13,49.59,50.05,47.96
2023-03-14,48.45,49.41,47.98
2023-03-15,47.4,48.76,47.0
2023-03-16,47.15,48.15,46.95
2023-03-17,47.2,48.16,47.05
2023-03-20,48.15,49.09,46.8
2023-03-21,47.27,48.4,47.0
2023-03-22,46.66,47.55,46.15
2023-03-23,46.85,47.04,46.01
2023-03-24,46.4,47.1,45.38
2023-03-27,45.45,46.78,44.8
2023-03-28,43.88,45.4,43.83
2023-03-29,44.95,45.81,43.17
2023-03-30,44.7,45.1,43.91
2023-03-31,44.82,45.09,44.11
2023-04-03,44.74,45.36,44.0
2023-04-04,44.9,45.5,44.37
2023-04-06,44.69,45.8,44.13
2023-04-07,45.31,46.69,44.45
2023-04-10,43.41,45.72,42.92
2023-04-11,43.47,43.99,43.16
2023-04-12,43.43,43.59,42.82
2023-04-13,42.5,43.27,42.1
2023-04-14,43.2,43.57,42.12
2023-04-17,43.22,43.95,42.81
2023-04-18,42.85,43.3,42.3
2023-04-19,42.79,43.27,42.58
2023-04-20,42.05,43.11,41.81
2023-04-21,40.87,42.04,40.73
2023-04-24,40.9,41.22,39.91
2023-04-25,39.65,41.84,39.21
2023-04-26,39.98,40.34,39.17
2023-04-27,39.58,40.34,39.2
2023-04-28,39.58,39.85,39.21
2023-05-04,38.81,39.75,38.38
2023-05-05,39.43,40.26,38.65
2023-05-08,38.91,39.6,38.31
2023-05-09,38.3,39.93,38.2
2023-05-10,38.31,38.45,37.61
2023-05-11,38.78,39.13,38.2
2023-05-12,37.71,38.9,37.69
2023-05-15,39.23,39.28,37.7
2023-05-16,39.6,40.42,38.65
2023-05-17,39.14,40.29,38.86
2023-05-18,39.12,39.34,38.71
2023-05-19,39.62,40.2,38.83
2023-05-22,41.21,41.53,39.21
2023-05-23,41.88,43.72,40.87
2023-05-24,41.42,42.51,41.4
2023-05-25,40.63,42.79,39.85
2023-05-26,41.25,41.87,40.27
2023-05-29,40.19,41.8,39.95
2023-05-30,39.04,40.33,38.2
2023-05-31,39.11,39.3,38.5
2023-06-01,38.05,38.95,37.82
2023-06-02,37.84,38.36,37.5
2023-06-05,36.98,38.03,36.66
2023-06-06,35.9,37.0,35.6
2023-06-07,35.92,36.58,35.69
2023-06-08,35.23,36.0,34.84
2023-06-09,35.81,35.83,35.12
2023-06-12,34.35,34.99,32.26
2023-06-13,34.52,35.19,33.67
2023-06-14,35.12,35.75,34.36
2023-06-15,35.88,36.35,35.01
2023-06-16,36.41,36.83,35.49
2023-06-19,36.03,36.39,35.43
2023-06-20,36.82,36.87,35.51
2023-06-21,35.15,36.68,35.08
2023-06-26,33.8,35.09,33.65
2023-06-27,33.59,34.25,33.55
2023-06-28,34.16,34.36,32.9
2023-06-29,33.8,34.66,33.76
2023-06-30,34.25,34.37,33.3
2023-07-03,35.88,36.15,34.2
2023-07-04,36.99,37.5,35.61
2023-07-05,36.52,37.44,36.46
2023-07-06,35.46,36.55,35.35
2023-07-07,35.06,35.38,34.77
2023-07-10,34.93,35.63,34.82
2023-07-11,36.15,36.46,34.59
2023-07-12,34.82,36.4,34.71
2023-07-13,34.65,35.2,34.43
2023-07-14,34.31,34.99,34.15
2023-07-17,34.24,35.25,33.88
2023-07-18,33.62,34.95,33.54
2023-07-19,32.88,33.83,32.79
2023-07-20,32.75,33.24,32.58
2023-07-21,32.3,32.94,32.15
2023-07-24,33.36,34.07,32.26
2023-07-25,33.01,33.73,32.88
2023-07-26,32.56,33.04,32.35
2023-07-27,32.06,32.67,32.0
2023-07-28,33.25,33.55,32.02
2023-07-31,33.5,34.35,33.01
2023-08-01,35.39,36.17,33.4
2023-08-02,35.83,36.37,35.03
2023-08-03,34.92,36.07,34.75
2023-08-04,35.22,36.44,34.82
2023-08-07,34.91,35.39,34.68
2023-08-08,34.78,35.38,34.67
2023-08-09,35.01,36.43,34.7
2023-08-10,34.97,35.56,34.61
2023-08-11,34.15,35.11,34.15
2023-08-14,34.25,34.45,33.2
2023-08-15,33.39,34.83,32.92
2023-08-16,32.43,33.51,32.3
2023-08-17,31.09,32.43,30.92
2023-08-18,30.5,31.63,30.43
2023-08-21,29.55,30.69,29.51
2023-08-22,30.21,30.37,29.0
2023-08-23,29.56,30.55,29.37
2023-08-24,28.88,29.8,28.73
2023-08-25,28.26,29.09,28.05
2023-08-28,27.52,29.8,27.28
2023-08-29,28.33,28.7,27.41
2023-08-30,28.29,29.05,27.81
2023-08-31,27.98,28.51,27.9
2023-09-01,27.21,28.21,26.96
2023-09-04,27.51,27.55,26.77
2023-09-05,27.25,27.83,27.13
2023-09-06,27.69,27.77,26.93
2023-09-07,26.68,27.78,26.66
2023-09-08,26.87,27.06,26.51
2023-09-11,27.14,27.53,26.43
2023-09-12,27.22,27.53,27.04
2023-09-13,26.54,27.22,26.3
2023-09-14,26.08,26.79,25.9
2023-09-15,25.88,26.4,25.74
2023-09-18,25.78,26.34,25.66
2023-09-19,25.57,25.76,25.43
2023-09-20,25.28,25.67,25.25
2023-09-21,25.23,25.63,25.1
2023-09-22,25.79,25.87,25.02
2023-09-25,25.6,25.95,25.43
2023-09-26,25.55,26.22,25.5
2023-09-27,25.99,26.36,25.45
2023-09-28,25.86,26.2,25.62
2023-10-09,26.1,26.44,25.58
2023-10-10,26.32,26.65,26.06
2023-10-11,26.81,27.21,26.1
2023-10-12,26.79,26.99,26.23
2023-10-13,26.66,26.85,26.47
2023-10-16,25.93,26.72,25.8
2023-10-17,25.61,26.09,25.5
2023-10-18,24.84,25.61,24.82
2023-10-19,24.54,25.2,24.51
2023-10-20,23.97,24.7,23.82
2023-10-23,23.25,24.15,22.87
2023-10-24,23.67,24.18,23.3
2023-10-25,24.0,24.27,23.68
2023-10-26,24.11,24.15,23.36
2023-10-27,24.58,24.94,23.76
2023-10-30,24.58,24.74,23.4
2023-10-31,24.56,24.9,24.3
2023-11-01,24.64,24.9,24.32
2023-11-02,24.22,24.8,24.19
2023-11-03,25.66,25.9,24.23
2023-11-06,27.3,27.52,25.71
2023-11-07,26.79,27.4,26.7
2023-11-08,26.62,27.0,26.43
2023-11-09,26.46,26.88,26.35
2023-11-10,26.07,26.52,26.03
2023-11-13,26.58,27.17,26.21
2023-11-14,27.0,27.2,26.43
2023-11-15,27.64,28.25,27.1
2023-11-16,27.54,27.92,27.3
2023-11-17,28.37,29.31,27.35
2023-11-20,30.24,31.01,28.18
2023-11-21,29.94,30.5,29.61
2023-11-22,28.99,29.99,28.8
2023-11-23,29.49,29.71,28.6
2023-11-24,28.87,29.49,28.61
2023-11-27,28.71,29.01,28.4
2023-11-28,28.9,29.12,28.4
2023-11-29,28.04,28.86,28.0
2023-11-30,27.64,28.11,27.2
2023-12-01,27.58,27.68,27.0
2023-12-04,27.55,28.06,27.31
2023-12-05,26.69,27.6,26.6
2023-12-06,26.42,26.98,26.25
2023-12-07,26.1,26.87,26.05
2023-12-08,25.7,26.72,25.63
2023-12-11,26.0,26.18,25.02
2023-12-12,25.35,26.28,25.24
2023-12-13,24.39,25.47,24.3
2023-12-14,24.55,25.05,24.28
2023-12-15,25.48,26.1,24.62
2023-12-18,24.63,25.52,24.48
2023-12-19,24.18,24.79,23.91
2023-12-20,23.44,24.35,23.44
2023-12-21,23.14,23.64,22.76
2023-12-22,22.77,23.23,22.63
2023-12-25,22.66,23.09,22.57
2023-12-26,21.46,22.9,21.28
2023-12-27,22.14,22.2,21.49
2023-12-28,22.85,23.07,22.2
2023-12-29,22.63,23.09,22.38
2024-01-02,22.08,22.9,22.0
2024-01-03,20.93,22.0,20.59
2024-01-04,20.77,20.94,20.61
2024-01-05,20.48,21.02,20.26
","date,Upper,Middle,Lower,low
2023-03-23,54.7349,49.759,44.783100000000005,46.01
2023-03-24,54.35815,49.4165,44.47485,45.38
2023-03-27,53.94895,49.0445,44.14005,44.8
2023-03-28,53.39345,48.5395,43.68555,43.83
2023-03-29,52.930350000000004,48.1185,43.30665,43.17
2023-03-30,52.51950000000001,47.745000000000005,42.97050000000001,43.91
2023-03-31,52.10205,47.3655,42.628949999999996,44.11
2023-04-03,51.682950000000005,46.984500000000004,42.28605,44.0
2023-04-04,51.403000000000006,46.730000000000004,42.057,44.37
2023-04-06,51.14120000000001,46.492000000000004,41.842800000000004,44.13
2023-04-07,50.976200000000006,46.342,41.7078,44.45
2023-04-10,50.70835,46.0985,41.48865,42.92
2023-04-11,50.371750000000006,45.792500000000004,41.21325,43.16
2023-04-12,50.095650000000006,45.5415,40.98735,42.82
2023-04-13,49.826150000000005,45.2965,40.766850000000005,42.1
2023-04-14,49.608900000000006,45.099000000000004,40.5891,42.12
2023-04-17,49.39,44.9,40.41,42.81
2023-04-18,49.09850000000001,44.635000000000005,40.17150000000001,42.3
2023-04-19,48.85210000000001,44.411,39.9699,42.58
2023-04-20,48.59855,44.1805,39.76245,41.81
2023-04-21,48.269650000000006,43.8815,39.49335000000001,40.73
2023-04-24,47.967150000000004,43.6065,39.24585,39.91
2023-04-25,47.64815000000001,43.316500000000005,38.98485000000001,39.21
2023-04-26,47.43365000000001,43.121500000000005,38.80935,39.17
2023-04-27,47.1383,42.852999999999994,38.567699999999995,39.2
2023-04-28,46.8567,42.596999999999994,38.3373,39.21
2023-05-04,46.52615000000001,42.2965,38.06685,38.38
2023-05-05,46.234100000000005,42.031,37.8279,38.65
2023-05-08,45.904650000000004,41.7315,37.55835,38.31
2023-05-09,45.553200000000004,41.412,37.2708,38.2
2023-05-10,45.1682,41.062,36.955799999999996,37.61
2023-05-11,44.913549999999994,40.830499999999994,36.74744999999999,38.2
2023-05-12,44.59675000000001,40.542500000000004,36.48825000000001,37.69
2023-05-15,44.36575,40.332499999999996,36.29925,37.7
2023-05-16,44.206250000000004,40.1875,36.16875,38.65
2023-05-17,43.98295000000001,39.984500000000004,35.986050000000006,38.86
2023-05-18,43.75745,39.7795,35.80155,38.71
2023-05-19,43.579800000000006,39.618,35.656200000000005,38.83
2023-05-22,43.492900000000006,39.539,35.585100000000004,39.21
2023-05-23,43.48355,39.530499999999996,35.57745,40.87
2023-05-24,43.5138,39.558,35.6022,41.4
2023-05-25,43.49895,39.5445,35.59005,39.85
2023-05-26,43.58695,39.6245,35.66205,40.27
2023-05-29,43.5985,39.635,35.6715,39.95
2023-05-30,43.56880000000001,39.608000000000004,35.647200000000005,38.2
2023-05-31,43.54295000000001,39.584500000000006,35.626050000000006,38.5
2023-06-01,43.50115,39.5465,35.59185,37.82
2023-06-02,43.4137,39.467,35.5203,37.5
2023-06-05,43.307550000000006,39.3705,35.43345,36.66
2023-06-06,43.17555000000001,39.2505,35.325450000000004,35.6
2023-06-07,43.0441,39.131,35.2179,35.69
2023-06-08,42.848850000000006,38.953500000000005,35.058150000000005,34.84
2023-06-09,42.744350000000004,38.8585,34.97265,35.12
2023-06-12,42.475950000000005,38.6145,34.75305,32.26
2023-06-13,42.196549999999995,38.360499999999995,34.524449999999995,33.67
2023-06-14,41.975449999999995,38.159499999999994,34.34354999999999,34.36
2023-06-15,41.79725,37.997499999999995,34.19775,35.01
2023-06-16,41.62070000000001,37.837,34.05330000000001,35.49
2023-06-19,41.335800000000006,37.578,33.82020000000001,35.43
2023-06-20,41.057500000000005,37.325,33.5925,35.51
2023-06-21,40.712650000000004,37.0115,33.31035,35.08
2023-06-26,40.337,36.67,33.003,33.65
2023-06-27,39.9157,36.287,32.6583,33.55
2023-06-28,39.584050000000005,35.9855,32.386950000000006,32.9
2023-06-29,39.295849999999994,35.723499999999994,32.151149999999994,33.76
2023-06-30,39.028549999999996,35.48049999999999,31.932449999999992,33.3
2023-07-03,38.909200000000006,35.372,31.8348,34.2
2023-07-04,38.862449999999995,35.329499999999996,31.796549999999996,35.61
2023-07-05,38.83715000000001,35.30650000000001,31.775850000000005,36.46
2023-07-06,38.812949999999994,35.284499999999994,31.756049999999995,35.35
2023-07-07,38.76565000000001,35.2415,31.717350000000003,34.77
2023-07-10,38.74915000000001,35.2265,31.703850000000003,34.82
2023-07-11,38.76785,35.2435,31.71915,34.59
2023-07-12,38.79370000000001,35.267,31.740300000000005,34.71
2023-07-13,38.800850000000004,35.2735,31.74615,34.43
2023-07-14,38.75630000000001,35.233000000000004,31.709700000000005,34.15
2023-07-17,38.6661,35.150999999999996,31.635899999999996,33.88
2023-07-18,38.51265,35.0115,31.51035,33.54
2023-07-19,38.339400000000005,34.854,31.3686,32.79
2023-07-20,38.115550000000006,34.6505,31.185450000000003,32.58
2023-07-21,37.9588,34.507999999999996,31.057199999999998,32.15
2023-07-24,37.93460000000001,34.486000000000004,31.037400000000005,32.26
2023-07-25,37.9027,34.457,31.011300000000002,32.88
2023-07-26,37.814699999999995,34.376999999999995,30.939299999999996,32.35
2023-07-27,37.71900000000001,34.290000000000006,30.861000000000008,32.0
2023-07-28,37.66400000000001,34.24,30.816000000000003,32.02
2023-07-31,37.533100000000005,34.121,30.708900000000003,33.01
2023-08-01,37.44510000000001,34.041000000000004,30.636900000000004,33.4
2023-08-02,37.40715000000001,34.0065,30.605850000000004,35.03
2023-08-03,37.37745,33.9795,30.581550000000004,34.75
2023-08-04,37.38625,33.9875,30.588749999999997,34.82
2023-08-07,37.38515,33.9865,30.58785,34.68
2023-08-08,37.3098,33.918,30.5262,34.67
2023-08-09,37.320249999999994,33.927499999999995,30.534749999999995,34.7
2023-08-10,37.33785,33.9435,30.54915,34.61
2023-08-11,37.32905,33.9355,30.54195,34.15
2023-08-14,37.329600000000006,33.936,30.5424,33.2
2023-08-15,37.316950000000006,33.9245,30.53205,32.92
2023-08-16,37.2922,33.902,30.5118,32.3
2023-08-17,37.2009,33.818999999999996,30.437099999999997,30.92
2023-08-18,37.1019,33.729,30.3561,30.43
2023-08-21,36.89235,33.5385,30.18465,29.51
2023-08-22,36.738350000000004,33.3985,30.05865,29.0
2023-08-23,36.573350000000005,33.2485,29.923650000000002,29.37
2023-08-24,36.398450000000004,33.0895,29.78055,28.73
2023-08-25,36.124,32.839999999999996,29.555999999999997,28.05
2023-08-28,35.7951,32.541,29.2869,27.28
2023-08-29,35.406800000000004,32.188,28.969200000000004,27.41
2023-08-30,34.9921,31.810999999999996,28.629899999999996,27.81
2023-08-31,34.6104,31.464,28.3176,27.9
2023-09-01,34.16985,31.063499999999998,27.95715,26.96
2023-09-04,33.76285,30.6935,27.62415,26.77
2023-09-05,33.3487,30.317,27.2853,27.13
2023-09-06,32.9461,29.951,26.9559,26.93
2023-09-07,32.49015,29.5365,26.58285,26.66
2023-09-08,32.08975000000001,29.172500000000003,26.255250000000004,26.51
2023-09-11,31.698700000000002,28.817,25.9353,26.43
2023-09-12,31.35935000000001,28.508500000000005,25.657650000000004,27.04
2023-09-13,31.035400000000003,28.214,25.392599999999998,26.3
2023-09-14,30.759850000000007,27.963500000000003,25.167150000000003,25.9
2023-09-15,30.50575000000001,27.732500000000005,24.959250000000004,25.74
2023-09-18,30.298400000000004,27.544,24.7896,25.66
2023-09-19,30.043199999999995,27.311999999999994,24.580799999999996,25.43
2023-09-20,29.807800000000004,27.098000000000003,24.3882,25.25
2023-09-21,29.607050000000005,26.9155,24.223950000000002,25.1
2023-09-22,29.471200000000003,26.792,24.112800000000004,25.02
2023-09-25,29.3656,26.695999999999998,24.0264,25.43
2023-09-26,29.2127,26.557,23.9013,25.5
2023-09-27,29.0862,26.442,23.797800000000002,25.45
2023-09-28,28.969600000000003,26.336000000000002,23.7024,25.62
2023-10-09,28.90855,26.2805,23.65245,25.58
2023-10-10,28.8431,26.220999999999997,23.598899999999997,26.06
2023-10-11,28.818900000000003,26.199,23.5791,26.1
2023-10-12,28.769400000000005,26.154000000000003,23.538600000000002,26.23
2023-10-13,28.7683,26.153,23.5377,26.47
2023-10-16,28.716600000000003,26.106,23.495400000000004,25.8
2023-10-17,28.632450000000006,26.029500000000002,23.426550000000002,25.5
2023-10-18,28.501550000000005,25.910500000000003,23.319450000000003,24.82
2023-10-19,28.391550000000002,25.8105,23.22945,24.51
2023-10-20,28.275500000000005,25.705000000000002,23.134500000000003,23.82
2023-10-23,28.130850000000006,25.573500000000003,23.016150000000003,22.87
2023-10-24,28.0148,25.468,22.9212,23.3
2023-10-25,27.928450000000005,25.3895,22.850550000000002,23.68
2023-10-26,27.8641,25.331,22.7979,23.36
2023-10-27,27.828350000000004,25.2985,22.76865,23.76
2023-10-30,27.7618,25.238,22.7142,23.4
2023-10-31,27.704600000000003,25.186,22.6674,24.3
2023-11-01,27.65455,25.1405,22.62645,24.32
2023-11-02,27.5572,25.052,22.5468,24.19
2023-11-03,27.5462,25.041999999999998,22.537799999999997,24.23
2023-11-06,27.6122,25.102,22.5918,25.71
2023-11-07,27.63805,25.1255,22.612949999999998,26.7
2023-11-08,27.6276,25.116,22.604400000000002,26.43
2023-11-09,27.609450000000002,25.0995,22.58955,26.35
2023-11-10,27.577,25.07,22.563000000000002,26.03
2023-11-13,27.612750000000002,25.1025,22.59225,26.21
2023-11-14,27.689200000000003,25.172,22.6548,26.43
2023-11-15,27.8432,25.311999999999998,22.7808,27.1
2023-11-16,28.008200000000002,25.462,22.9158,27.3
2023-11-17,28.2502,25.682,23.113799999999998,27.35
2023-11-20,28.634650000000004,26.0315,23.428350000000002,28.18
2023-11-21,28.9795,26.345,23.7105,29.61
2023-11-22,29.253950000000003,26.5945,23.93505,28.8
2023-11-23,29.54985,26.8635,24.177149999999997,28.6
2023-11-24,29.7858,27.077999999999996,24.370199999999997,28.61
2023-11-27,30.012950000000004,27.2845,24.556050000000003,28.4
2023-11-28,30.25165,27.5015,24.751350000000002,28.4
2023-11-29,30.43865,27.671499999999998,24.904349999999997,28.0
2023-11-30,30.626750000000005,27.8425,25.05825,27.2
2023-12-01,30.73235,27.938499999999998,25.14465,27.0
2023-12-04,30.746100000000006,27.951000000000004,25.155900000000003,27.31
2023-12-05,30.7406,27.945999999999998,25.1514,26.6
2023-12-06,30.729599999999998,27.935999999999996,25.1424,26.25
2023-12-07,30.7098,27.918,25.1262,26.05
2023-12-08,30.68945,27.8995,25.10955,25.63
2023-12-11,30.65755,27.8705,25.08345,25.02
2023-12-12,30.566800000000004,27.788,25.0092,25.24
2023-12-13,30.38805,27.6255,24.862949999999998,24.3
2023-12-14,30.2236,27.476,24.7284,24.28
2023-12-15,30.06465,27.3315,24.59835,24.62
2023-12-18,29.7561,27.051,24.3459,24.48
2023-12-19,29.4393,26.762999999999998,24.0867,23.91
2023-12-20,29.134050000000006,26.485500000000002,23.83695,23.44
2023-12-21,28.7848,26.168,23.5512,22.76
2023-12-22,28.4493,25.863,23.2767,22.63
2023-12-25,28.11655,25.560499999999998,23.00445,22.57
2023-12-26,27.707350000000005,25.1885,22.66965,21.28
2023-12-27,27.38285,24.8935,22.40415,21.49
2023-12-28,27.119400000000006,24.654000000000003,22.188600000000005,22.2
2023-12-29,26.847150000000003,24.4065,21.965850000000003,22.38
2024-01-02,26.546300000000006,24.133000000000003,21.719700000000003,22.0
2024-01-03,26.229500000000005,23.845000000000002,21.460500000000003,20.59
2024-01-04,25.918750000000003,23.5625,21.20625,20.61
2024-01-05,25.609650000000002,23.2815,20.95335,20.26
"
1587,CN,technical,在2023年06月17日至2023年10月27日期间，中海油服开盘价大于包络线上轨的天数占总天数的百分比？（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,medium,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close,high,low,open
2023-05-23,14.67,15.08,14.6,14.99
2023-05-24,14.52,14.7,14.5,14.64
2023-05-25,14.4,14.59,14.2,14.49
2023-05-26,14.31,14.36,14.16,14.31
2023-05-29,14.41,14.56,14.25,14.34
2023-05-30,14.4,14.5,14.16,14.3
2023-05-31,14.12,14.35,14.06,14.25
2023-06-01,14.12,14.18,13.9,14.04
2023-06-02,14.41,14.43,14.2,14.2
2023-06-05,14.41,14.72,14.35,14.52
2023-06-06,14.24,14.44,14.19,14.4
2023-06-07,13.99,14.31,13.97,14.26
2023-06-08,14.29,14.31,13.99,14.0
2023-06-09,13.97,14.14,13.93,14.1
2023-06-12,13.97,14.09,13.91,14.0
2023-06-13,13.8,13.97,13.75,13.95
2023-06-14,13.89,13.98,13.82,13.88
2023-06-15,13.78,13.89,13.66,13.82
2023-06-16,13.99,14.18,13.78,13.78
2023-06-19,13.76,13.98,13.69,13.98
2023-06-20,13.66,13.8,13.52,13.78
2023-06-21,13.57,13.78,13.54,13.66
2023-06-26,13.46,13.72,13.3,13.5
2023-06-27,13.67,13.74,13.42,13.53
2023-06-28,13.7,13.7,13.48,13.67
2023-06-29,13.71,13.77,13.56,13.77
2023-06-30,13.88,13.96,13.65,13.69
2023-07-03,14.28,14.36,13.92,13.98
2023-07-04,14.48,14.53,14.24,14.33
2023-07-05,14.55,14.66,14.47,14.54
2023-07-06,14.61,14.63,14.45,14.62
2023-07-07,14.62,14.72,14.47,14.62
2023-07-10,14.62,14.85,14.54,14.75
2023-07-11,14.76,14.79,14.57,14.78
2023-07-12,14.71,14.9,14.64,14.85
2023-07-13,14.83,14.93,14.7,14.85
2023-07-14,14.91,14.98,14.78,14.9
2023-07-17,14.84,14.88,14.67,14.86
2023-07-18,14.73,14.83,14.65,14.83
2023-07-19,14.81,14.85,14.72,14.79
2023-07-20,14.69,14.97,14.67,14.82
2023-07-21,14.69,14.83,14.61,14.83
2023-07-24,14.69,14.75,14.54,14.7
2023-07-25,14.87,14.94,14.73,14.78
2023-07-26,14.88,14.96,14.82,14.95
2023-07-27,14.75,14.94,14.73,14.91
2023-07-28,15.0,15.08,14.66,14.75
2023-07-31,15.19,15.23,15.01,15.12
2023-08-01,15.32,15.37,15.16,15.2
2023-08-02,15.27,15.39,15.18,15.38
2023-08-03,15.14,15.25,15.01,15.23
2023-08-04,15.1,15.4,15.09,15.27
2023-08-07,15.13,15.19,15.06,15.08
2023-08-08,15.07,15.18,15.01,15.13
2023-08-09,15.04,15.14,14.98,15.14
2023-08-10,15.48,15.52,15.05,15.12
2023-08-11,15.25,15.54,15.24,15.46
2023-08-14,15.2,15.3,14.98,15.24
2023-08-15,15.28,15.28,15.08,15.22
2023-08-16,14.85,15.2,14.81,15.19
2023-08-17,15.07,15.08,14.62,14.75
2023-08-18,15.04,15.25,15.01,15.11
2023-08-21,14.92,15.18,14.89,15.0
2023-08-22,14.94,14.98,14.72,14.92
2023-08-23,14.8,15.03,14.68,14.88
2023-08-24,14.61,14.93,14.61,14.78
2023-08-25,14.54,14.78,14.5,14.7
2023-08-28,14.96,15.2,14.92,15.06
2023-08-29,14.98,15.12,14.8,15.05
2023-08-30,14.81,15.05,14.77,14.96
2023-08-31,14.82,14.9,14.73,14.73
2023-09-01,14.9,14.95,14.82,14.86
2023-09-04,15.94,15.97,15.01,15.09
2023-09-05,15.9,15.96,15.6,15.92
2023-09-06,16.23,16.3,15.78,16.18
2023-09-07,16.21,16.4,16.03,16.16
2023-09-08,16.18,16.28,15.92,16.08
2023-09-11,16.3,16.37,16.11,16.12
2023-09-12,16.41,16.68,16.24,16.34
2023-09-13,16.53,16.7,16.4,16.57
2023-09-14,16.66,16.71,16.38,16.38
2023-09-15,16.72,16.97,16.61,16.66
2023-09-18,16.7,16.82,16.49,16.82
2023-09-19,16.66,16.84,16.61,16.7
2023-09-20,16.52,16.69,16.46,16.66
2023-09-21,16.45,16.6,16.36,16.47
2023-09-22,16.3,16.59,16.21,16.5
2023-09-25,16.26,16.5,16.21,16.47
2023-09-26,16.21,16.37,16.19,16.26
2023-09-27,16.39,16.62,16.16,16.19
2023-09-28,16.22,16.65,16.2,16.58
2023-10-09,16.2,16.3,15.94,16.21
2023-10-10,16.12,16.47,16.1,16.14
2023-10-11,15.97,16.27,15.86,16.16
2023-10-12,15.75,16.11,15.67,16.07
2023-10-13,15.79,15.85,15.56,15.77
2023-10-16,16.33,16.55,16.01,16.02
2023-10-17,16.26,16.29,15.8,16.22
2023-10-18,15.92,16.32,15.9,16.21
2023-10-19,15.64,16.06,15.59,16.05
2023-10-20,15.59,15.76,15.5,15.73
2023-10-23,15.3,15.63,15.21,15.52
2023-10-24,15.55,15.65,15.24,15.39
2023-10-25,16.11,16.37,15.65,15.82
2023-10-26,15.58,16.1,15.26,16.1
2023-10-27,16.09,16.18,15.43,15.58
","date,Upper,Middle,Lower,open
2023-06-19,15.58975,14.1725,12.75525,13.98
2023-06-20,15.534200000000002,14.122,12.7098,13.78
2023-06-21,15.481950000000001,14.0745,12.667050000000001,13.66
2023-06-26,15.430250000000001,14.0275,12.62475,13.5
2023-06-27,15.395050000000003,13.995500000000002,12.595950000000002,13.53
2023-06-28,15.356,13.959999999999999,12.564,13.67
2023-06-29,15.318050000000005,13.925500000000003,12.532950000000003,13.77
2023-06-30,15.304850000000004,13.913500000000003,12.522150000000003,13.69
2023-07-03,15.31365,13.9215,12.52935,13.98
2023-07-04,15.317500000000003,13.925,12.5325,14.33
2023-07-05,15.325200000000004,13.932000000000002,12.538800000000002,14.54
2023-07-06,15.345550000000001,13.9505,12.55545,14.62
2023-07-07,15.3802,13.982,12.5838,14.62
2023-07-10,15.398349999999999,13.998499999999998,12.59865,14.75
2023-07-11,15.441800000000002,14.038,12.6342,14.78
2023-07-12,15.4825,14.075,12.6675,14.85
2023-07-13,15.539150000000003,14.126500000000002,12.713850000000003,14.85
2023-07-14,15.595250000000002,14.1775,12.75975,14.9
2023-07-17,15.653550000000003,14.230500000000001,12.807450000000001,14.86
2023-07-18,15.694250000000004,14.267500000000002,12.840750000000002,14.83
2023-07-19,15.752000000000004,14.320000000000002,12.888000000000002,14.79
2023-07-20,15.808650000000002,14.371500000000001,12.934350000000002,14.82
2023-07-21,15.870250000000002,14.4275,12.98475,14.83
2023-07-24,15.937900000000003,14.489,13.0401,14.7
2023-07-25,16.0039,14.549000000000001,13.094100000000001,14.78
2023-07-26,16.068800000000003,14.608,13.147200000000002,14.95
2023-07-27,16.126,14.66,13.194,14.91
2023-07-28,16.1876,14.716,13.244399999999999,14.75
2023-07-31,16.237650000000002,14.761500000000002,13.285350000000001,15.12
2023-08-01,16.28385,14.8035,13.32315,15.2
2023-08-02,16.323449999999998,14.839499999999997,13.355549999999997,15.38
2023-08-03,16.352600000000002,14.866,13.3794,15.23
2023-08-04,16.379,14.89,13.401000000000002,15.27
2023-08-07,16.40705,14.9155,13.42395,15.08
2023-08-08,16.424100000000003,14.931000000000001,13.4379,15.13
2023-08-09,16.44225,14.9475,13.45275,15.14
2023-08-10,16.478,14.98,13.482000000000001,15.12
2023-08-11,16.4967,14.997,13.497300000000001,15.46
2023-08-14,16.5165,15.015,13.5135,15.24
2023-08-15,16.54675,15.042499999999999,13.53825,15.22
2023-08-16,16.54895,15.0445,13.540049999999999,15.19
2023-08-17,16.569850000000002,15.0635,13.55715,14.75
2023-08-18,16.589100000000002,15.081,13.5729,15.11
2023-08-21,16.60175,15.092499999999998,13.583249999999998,15.0
2023-08-22,16.6056,15.095999999999998,13.5864,14.92
2023-08-23,16.6012,15.091999999999999,13.582799999999999,14.88
2023-08-24,16.5935,15.084999999999999,13.5765,14.78
2023-08-25,16.5682,15.062000000000001,13.555800000000001,14.7
2023-08-28,16.55555,15.0505,13.54545,15.06
2023-08-29,16.53685,15.0335,13.53015,15.05
2023-08-30,16.511550000000003,15.010500000000002,13.509450000000003,14.96
2023-08-31,16.493950000000005,14.994500000000002,13.495050000000003,14.73
2023-09-01,16.482950000000002,14.9845,13.48605,14.86
2023-09-04,16.527500000000003,15.025,13.5225,15.09
2023-09-05,16.573150000000002,15.066500000000001,13.55985,15.92
2023-09-06,16.6386,15.126,13.6134,16.18
2023-09-07,16.67875,15.1625,13.64625,16.16
2023-09-08,16.7299,15.208999999999998,13.688099999999999,16.08
2023-09-11,16.7904,15.264,13.7376,16.12
2023-09-12,16.85255,15.320500000000001,13.788450000000001,16.34
2023-09-13,16.94495,15.404499999999999,13.864049999999999,16.57
2023-09-14,17.032400000000003,15.484,13.9356,16.38
2023-09-15,17.1248,15.567999999999998,14.011199999999999,16.66
2023-09-18,17.222700000000003,15.657000000000002,14.091300000000002,16.82
2023-09-19,17.317300000000003,15.743,14.168700000000001,16.7
2023-09-20,17.411900000000003,15.829000000000002,14.246100000000002,16.66
2023-09-21,17.5131,15.921000000000001,14.3289,16.47
2023-09-22,17.6099,16.008999999999997,14.408099999999997,16.5
2023-09-25,17.681400000000004,16.074,14.466600000000001,16.47
2023-09-26,17.74905,16.1355,14.52195,16.26
2023-09-27,17.83595,16.214499999999997,14.593049999999998,16.19
2023-09-28,17.912950000000002,16.2845,14.656050000000002,16.58
2023-10-09,17.98445,16.3495,14.71455,16.21
2023-10-10,17.99435,16.3585,14.72265,16.14
2023-10-11,17.9982,16.362,14.7258,16.16
2023-10-12,17.9718,16.338,14.704200000000002,16.07
2023-10-13,17.948700000000002,16.317,14.6853,15.77
2023-10-16,17.95695,16.324499999999997,14.692049999999998,16.02
2023-10-17,17.954750000000004,16.3225,14.690250000000002,16.22
2023-10-18,17.9278,16.298,14.668199999999999,16.21
2023-10-19,17.878850000000003,16.253500000000003,14.628150000000003,16.05
2023-10-20,17.82,16.2,14.58,15.73
2023-10-23,17.741900000000005,16.129,14.516100000000002,15.52
2023-10-24,17.67865,16.0715,14.464350000000001,15.39
2023-10-25,17.648400000000002,16.044,14.4396,15.82
2023-10-26,17.596700000000006,15.997000000000003,14.397300000000003,16.1
2023-10-27,17.576900000000002,15.979,14.3811,15.58
"
1588,CN,technical,2024年06月10日-2024年12月25日，广汽集团的收盘价大于包络线下轨的比例（单位：%）？（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,100.0,medium,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close,high,low,open
2024-05-14,8.69,8.77,8.64,8.64
2024-05-15,8.56,8.66,8.54,8.65
2024-05-16,8.56,8.6,8.54,8.57
2024-05-17,8.67,8.67,8.54,8.58
2024-05-20,8.69,8.75,8.64,8.67
2024-05-21,8.66,8.72,8.57,8.68
2024-05-22,8.68,8.7,8.62,8.65
2024-05-23,8.5,8.7,8.47,8.69
2024-05-24,8.45,8.53,8.44,8.48
2024-05-27,8.52,8.52,8.42,8.45
2024-05-28,8.41,8.52,8.4,8.52
2024-05-29,8.46,8.47,8.37,8.38
2024-05-30,8.49,8.55,8.46,8.47
2024-05-31,8.42,8.54,8.41,8.49
2024-06-03,8.77,8.85,8.56,8.6
2024-06-04,8.71,8.75,8.63,8.75
2024-06-05,8.76,8.85,8.71,8.78
2024-06-06,8.63,8.76,8.59,8.72
2024-06-07,8.67,8.69,8.59,8.63
2024-06-11,8.5,8.58,8.45,8.58
2024-06-12,8.5,8.52,8.45,8.48
2024-06-13,8.51,8.56,8.38,8.41
2024-06-14,8.41,8.73,8.41,8.49
2024-06-17,8.44,8.57,8.28,8.39
2024-06-18,8.44,8.47,8.38,8.41
2024-06-19,8.34,8.45,8.34,8.44
2024-06-20,8.08,8.32,8.06,8.32
2024-06-21,8.16,8.18,8.02,8.09
2024-06-24,7.99,8.16,7.99,8.16
2024-06-25,7.93,8.06,7.9,8.01
2024-06-26,7.92,7.93,7.78,7.92
2024-06-27,7.73,7.91,7.72,7.9
2024-06-28,7.74,7.81,7.69,7.71
2024-07-01,7.8,7.84,7.66,7.73
2024-07-02,7.78,7.87,7.77,7.79
2024-07-03,7.76,7.83,7.73,7.76
2024-07-04,7.64,7.81,7.64,7.78
2024-07-05,7.49,7.64,7.42,7.64
2024-07-08,7.23,7.47,7.21,7.47
2024-07-09,7.37,7.38,7.09,7.21
2024-07-10,7.57,7.6,7.3,7.34
2024-07-11,7.78,8.0,7.7,7.7
2024-07-12,7.84,7.87,7.7,7.75
2024-07-15,7.83,7.96,7.79,7.82
2024-07-16,7.98,7.99,7.78,7.79
2024-07-17,8.0,8.08,7.94,8.04
2024-07-18,7.97,8.02,7.88,7.97
2024-07-19,7.96,8.03,7.91,7.97
2024-07-22,7.97,8.05,7.93,7.98
2024-07-23,7.87,8.05,7.86,7.98
2024-07-24,7.71,7.85,7.7,7.8
2024-07-25,7.81,7.83,7.63,7.67
2024-07-26,8.0,8.04,7.87,7.87
2024-07-29,8.08,8.17,7.99,8.0
2024-07-30,7.96,8.06,7.93,8.04
2024-07-31,8.24,8.34,8.1,8.16
2024-08-01,8.2,8.31,8.07,8.23
2024-08-02,8.0,8.16,7.99,8.13
2024-08-05,7.74,7.99,7.74,7.92
2024-08-06,7.82,7.95,7.69,7.75
2024-08-07,7.73,7.8,7.71,7.76
2024-08-08,7.65,7.73,7.6,7.7
2024-08-09,7.6,7.72,7.59,7.67
2024-08-12,7.55,7.59,7.52,7.55
2024-08-13,7.57,7.59,7.5,7.55
2024-08-14,7.51,7.58,7.5,7.57
2024-08-15,7.57,7.6,7.45,7.5
2024-08-16,7.5,7.59,7.5,7.55
2024-08-19,7.49,7.59,7.48,7.49
2024-08-20,7.4,7.51,7.37,7.51
2024-08-21,7.42,7.45,7.36,7.37
2024-08-22,7.31,7.47,7.3,7.42
2024-08-23,7.36,7.39,7.29,7.31
2024-08-26,7.41,7.47,7.37,7.38
2024-08-27,7.32,7.41,7.28,7.41
2024-08-28,7.26,7.31,7.22,7.29
2024-08-29,7.28,7.32,7.23,7.23
2024-08-30,7.4,7.46,7.24,7.28
2024-09-02,7.25,7.38,7.21,7.38
2024-09-03,7.4,7.42,7.22,7.23
2024-09-04,7.35,7.44,7.33,7.36
2024-09-05,7.36,7.42,7.34,7.34
2024-09-06,7.38,7.47,7.36,7.37
2024-09-09,7.33,7.44,7.3,7.31
2024-09-10,7.3,7.37,7.23,7.32
2024-09-11,7.29,7.37,7.25,7.27
2024-09-12,7.24,7.36,7.24,7.28
2024-09-13,7.15,7.28,7.13,7.26
2024-09-18,7.13,7.2,7.07,7.15
2024-09-19,7.31,7.35,7.15,7.15
2024-09-20,7.34,7.36,7.25,7.34
2024-09-23,7.36,7.39,7.31,7.34
2024-09-24,7.58,7.58,7.36,7.38
2024-09-25,7.72,7.84,7.64,7.64
2024-09-26,8.03,8.04,7.7,7.72
2024-09-27,8.27,8.3,8.15,8.21
2024-09-30,8.83,8.95,8.47,8.48
2024-10-08,9.07,9.7,8.77,9.7
2024-10-09,8.29,8.93,8.25,8.89
2024-10-10,8.37,8.55,8.12,8.31
2024-10-11,8.21,8.46,8.11,8.45
2024-10-14,8.24,8.29,8.04,8.2
2024-10-15,8.01,8.21,8.01,8.16
2024-10-16,7.96,8.02,7.91,7.98
2024-10-17,7.86,8.04,7.85,7.99
2024-10-18,8.1,8.19,7.77,7.81
2024-10-21,8.0,8.12,7.96,8.09
2024-10-22,8.19,8.2,7.97,8.0
2024-10-23,8.34,8.35,8.16,8.23
2024-10-24,8.24,8.38,8.21,8.32
2024-10-25,8.36,8.38,8.24,8.24
2024-10-28,8.48,8.48,8.28,8.39
2024-10-29,8.38,8.55,8.35,8.51
2024-10-30,8.34,8.44,8.28,8.33
2024-10-31,7.99,8.13,7.9,8.12
2024-11-01,7.89,8.02,7.84,7.97
2024-11-04,8.18,8.24,7.91,7.91
2024-11-05,8.35,8.45,8.11,8.16
2024-11-06,8.35,8.6,8.31,8.36
2024-11-07,8.47,8.48,8.28,8.36
2024-11-08,8.55,8.74,8.52,8.71
2024-11-11,8.82,8.82,8.52,8.56
2024-11-12,9.32,9.68,8.8,8.86
2024-11-13,9.22,9.42,8.96,9.26
2024-11-14,8.86,9.27,8.85,9.23
2024-11-15,8.77,9.0,8.67,8.8
2024-11-18,9.06,9.49,8.99,9.0
2024-11-19,8.97,9.07,8.7,9.06
2024-11-20,8.87,8.99,8.8,8.97
2024-11-21,8.96,9.11,8.81,8.82
2024-11-22,8.63,8.99,8.61,8.94
2024-11-25,8.78,8.96,8.57,8.76
2024-11-26,8.53,8.75,8.5,8.7
2024-11-27,8.47,8.55,8.29,8.49
2024-11-28,8.45,8.53,8.38,8.5
2024-11-29,8.84,8.87,8.42,8.43
2024-12-02,9.72,9.72,9.72,9.72
2024-12-03,10.69,10.69,10.22,10.69
2024-12-04,10.09,10.84,9.98,10.45
2024-12-05,9.8,10.14,9.77,10.06
2024-12-06,9.68,9.82,9.55,9.75
2024-12-09,9.72,9.89,9.62,9.65
2024-12-10,9.64,10.05,9.62,10.01
2024-12-11,9.72,9.81,9.61,9.69
2024-12-12,9.86,10.13,9.77,9.78
2024-12-13,9.77,9.95,9.63,9.77
2024-12-16,9.55,9.85,9.46,9.72
2024-12-17,9.5,9.65,9.41,9.56
2024-12-18,9.62,9.78,9.45,9.56
2024-12-19,9.41,9.54,9.31,9.53
2024-12-20,9.39,9.43,9.32,9.39
2024-12-23,9.17,9.44,9.16,9.4
2024-12-24,9.36,9.39,9.23,9.36
2024-12-25,9.47,9.48,9.29,9.36
","date,Upper,Middle,Lower,close
2024-06-11,9.449,8.59,7.731,8.5
2024-06-12,9.438550000000001,8.5805,7.722450000000001,8.5
2024-06-13,9.4358,8.578,7.720199999999999,8.51
2024-06-14,9.42755,8.5705,7.713449999999999,8.41
2024-06-17,9.414900000000001,8.559000000000001,7.703100000000001,8.44
2024-06-18,9.401150000000001,8.5465,7.6918500000000005,8.44
2024-06-19,9.383550000000001,8.5305,7.67745,8.34
2024-06-20,9.350550000000002,8.5005,7.650450000000001,8.08
2024-06-21,9.331850000000003,8.483500000000001,7.635150000000001,8.16
2024-06-24,9.30655,8.4605,7.61445,7.99
2024-06-25,9.274100000000002,8.431000000000001,7.587900000000001,7.93
2024-06-26,9.247150000000001,8.406500000000001,7.565850000000001,7.92
2024-06-27,9.207000000000003,8.370000000000001,7.533000000000001,7.73
2024-06-28,9.165750000000001,8.3325,7.49925,7.74
2024-07-01,9.131650000000002,8.3015,7.471350000000001,7.8
2024-07-02,9.0772,8.251999999999999,7.426799999999999,7.78
2024-07-03,9.02495,8.2045,7.384049999999999,7.76
2024-07-04,8.963350000000002,8.1485,7.3336500000000004,7.64
2024-07-05,8.90065,8.0915,7.28235,7.49
2024-07-08,8.82145,8.019499999999999,7.217549999999999,7.23
2024-07-09,8.7593,7.962999999999999,7.1667,7.37
2024-07-10,8.70815,7.916499999999999,7.1248499999999995,7.57
2024-07-11,8.668000000000001,7.88,7.092,7.78
2024-07-12,8.63665,7.8515,7.06635,7.84
2024-07-15,8.603100000000001,7.821000000000001,7.038900000000001,7.83
2024-07-16,8.5778,7.798,7.0182,7.98
2024-07-17,8.5591,7.781000000000001,7.0029,8.0
2024-07-18,8.553049999999999,7.775499999999999,6.9979499999999994,7.97
2024-07-19,8.542050000000001,7.7655,6.98895,7.96
2024-07-22,8.540950000000002,7.764500000000001,6.988050000000001,7.97
2024-07-23,8.537650000000001,7.761500000000001,6.98535,7.87
2024-07-24,8.5261,7.7509999999999994,6.975899999999999,7.71
2024-07-25,8.5305,7.755,6.9795,7.81
2024-07-26,8.544799999999999,7.767999999999999,6.991199999999999,8.0
2024-07-29,8.560200000000002,7.782000000000001,7.003800000000001,8.08
2024-07-30,8.570100000000002,7.791000000000001,7.011900000000002,7.96
2024-07-31,8.5965,7.8149999999999995,7.0335,8.24
2024-08-01,8.627300000000002,7.843000000000001,7.058700000000001,8.2
2024-08-02,8.65535,7.8685,7.08165,8.0
2024-08-05,8.6834,7.894,7.1046000000000005,7.74
2024-08-06,8.708150000000002,7.916500000000001,7.124850000000001,7.82
2024-08-07,8.71695,7.9245,7.1320500000000004,7.73
2024-08-08,8.709800000000001,7.918000000000001,7.126200000000001,7.65
2024-08-09,8.696600000000002,7.906000000000001,7.115400000000001,7.6
2024-08-12,8.6812,7.892,7.1028,7.55
2024-08-13,8.658650000000002,7.8715,7.084350000000001,7.57
2024-08-14,8.6317,7.8469999999999995,7.0623,7.51
2024-08-15,8.6097,7.827,7.0443,7.57
2024-08-16,8.5844,7.803999999999999,7.023599999999999,7.5
2024-08-19,8.558,7.779999999999999,7.002,7.49
2024-08-20,8.532150000000001,7.7565,6.98085,7.4
2024-08-21,8.516200000000001,7.742,6.9678,7.42
2024-08-22,8.488700000000001,7.7170000000000005,6.9453000000000005,7.31
2024-08-23,8.453500000000002,7.6850000000000005,6.916500000000001,7.36
2024-08-26,8.41665,7.6515,6.88635,7.41
2024-08-27,8.381450000000001,7.6194999999999995,6.85755,7.32
2024-08-28,8.32755,7.5705,6.8134500000000005,7.26
2024-08-29,8.27695,7.524499999999999,6.772049999999999,7.28
2024-08-30,8.24395,7.4944999999999995,6.74505,7.4
2024-09-02,8.217,7.470000000000001,6.723000000000001,7.25
2024-09-03,8.193900000000001,7.449,6.7041,7.4
2024-09-04,8.173,7.43,6.687,7.35
2024-09-05,8.15705,7.4155,6.67395,7.36
2024-09-06,8.144950000000001,7.4045000000000005,6.6640500000000005,7.38
2024-09-09,8.13285,7.393499999999999,6.654149999999999,7.33
2024-09-10,8.118,7.38,6.642,7.3
2024-09-11,8.1059,7.369,6.6321,7.29
2024-09-12,8.087750000000002,7.352500000000001,6.617250000000001,7.24
2024-09-13,8.068500000000002,7.335000000000001,6.601500000000001,7.15
2024-09-18,8.0487,7.317,6.5853,7.13
2024-09-19,8.043750000000001,7.3125,6.58125,7.31
2024-09-20,8.03935,7.3085,6.57765,7.34
2024-09-23,8.042100000000001,7.311,6.5799,7.36
2024-09-24,8.054200000000002,7.322,6.5898,7.58
2024-09-25,8.071250000000001,7.3375,6.603750000000001,7.72
2024-09-26,8.1103,7.373,6.6357,8.03
2024-09-27,8.16585,7.4235,6.68115,8.27
2024-09-30,8.251100000000001,7.501,6.750900000000001,8.83
2024-10-08,8.34295,7.5845,6.82605,9.07
2024-10-09,8.400150000000002,7.636500000000001,6.872850000000001,8.29
2024-10-10,8.4535,7.685,6.9165,8.37
2024-10-11,8.5008,7.728,6.9552,8.21
2024-10-14,8.5492,7.772,6.994800000000001,8.24
2024-10-15,8.58385,7.8035,7.02315,8.01
2024-10-16,8.618500000000001,7.835000000000001,7.051500000000001,7.96
2024-10-17,8.6493,7.8629999999999995,7.0767,7.86
2024-10-18,8.69385,7.903499999999999,7.113149999999999,8.1
2024-10-21,8.73565,7.9415,7.147349999999999,8.0
2024-10-22,8.792850000000001,7.9935,7.1941500000000005,8.19
2024-10-23,8.859399999999999,8.053999999999998,7.248599999999999,8.34
2024-10-24,8.91055,8.1005,7.290450000000001,8.24
2024-10-25,8.966650000000001,8.1515,7.33635,8.36
2024-10-28,9.02825,8.2075,7.38675,8.48
2024-10-29,9.072249999999999,8.247499999999999,7.422749999999999,8.38
2024-10-30,9.10635,8.2785,7.4506499999999996,8.34
2024-10-31,9.10415,8.2765,7.44885,7.99
2024-11-01,9.083250000000001,8.2575,7.43175,7.89
2024-11-04,9.047500000000001,8.225,7.4025,8.18
2024-11-05,9.007900000000001,8.189,7.3701,8.35
2024-11-06,9.0112,8.192,7.372800000000001,8.35
2024-11-07,9.0167,8.197,7.377299999999999,8.47
2024-11-08,9.035400000000001,8.214,7.392600000000001,8.55
2024-11-11,9.0673,8.242999999999999,7.4186999999999985,8.82
2024-11-12,9.139350000000002,8.3085,7.477650000000001,9.32
2024-11-13,9.208650000000002,8.371500000000001,7.534350000000001,9.22
2024-11-14,9.26365,8.4215,7.57935,8.86
2024-11-15,9.300500000000001,8.455,7.609500000000001,8.77
2024-11-18,9.358800000000002,8.508000000000001,7.657200000000001,9.06
2024-11-19,9.401700000000002,8.547,7.6923,8.97
2024-11-20,9.430850000000001,8.573500000000001,7.716150000000001,8.87
2024-11-21,9.470450000000001,8.6095,7.748550000000001,8.96
2024-11-22,9.4853,8.623,7.7607,8.63
2024-11-25,9.501800000000001,8.638,7.7742,8.78
2024-11-26,9.510050000000001,8.6455,7.780950000000001,8.53
2024-11-27,9.5172,8.652,7.7867999999999995,8.47
2024-11-28,9.542500000000002,8.675,7.807500000000001,8.45
2024-11-29,9.594750000000001,8.7225,7.85025,8.84
2024-12-02,9.679450000000001,8.7995,7.91955,9.72
2024-12-03,9.808150000000001,8.916500000000001,8.02485,10.69
2024-12-04,9.903850000000002,9.0035,8.103150000000001,10.09
2024-12-05,9.977,9.07,8.163,9.8
2024-12-06,10.039150000000001,9.1265,8.21385,9.68
2024-12-09,10.088650000000001,9.1715,8.25435,9.72
2024-12-10,10.106250000000001,9.1875,8.26875,9.64
2024-12-11,10.133750000000001,9.2125,8.29125,9.72
2024-12-12,10.18875,9.2625,8.33625,9.86
2024-12-13,10.24375,9.3125,8.38125,9.77
2024-12-16,10.2707,9.337,8.4033,9.55
2024-12-17,10.29985,9.363499999999998,8.42715,9.5
2024-12-18,10.3411,9.401,8.4609,9.62
2024-12-19,10.365850000000002,9.4235,8.481150000000001,9.41
2024-12-20,10.40765,9.4615,8.51535,9.39
2024-12-23,10.4291,9.481,8.5329,9.17
2024-12-24,10.474750000000002,9.5225,8.570250000000001,9.36
2024-12-25,10.529750000000002,9.572500000000002,8.615250000000001,9.47
"
1589,CN,technical,统计上海银行在2019年09月16日到2020年01月03日间，最高价小于包络线中轨的天数占比（%）。（标准版：中轨SMA(20)，上下轨±10%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,24.3243,medium,channel,Middle = SMA_n(P)；Upper = Middle * 1.1；Lower = Middle * 0.9,"date,close,high,low,open
2019-08-19,9.14,9.18,8.91,9.06
2019-08-20,9.05,9.13,9.05,9.1
2019-08-21,8.96,9.06,8.95,9.02
2019-08-22,8.94,9.03,8.9,9.0
2019-08-23,8.97,8.99,8.91,8.95
2019-08-26,8.91,8.95,8.83,8.87
2019-08-27,8.95,9.07,8.93,8.95
2019-08-28,8.96,9.02,8.94,8.99
2019-08-29,8.92,8.96,8.89,8.96
2019-08-30,9.02,9.04,8.93,8.97
2019-09-02,9.01,9.06,9.0,9.04
2019-09-03,8.99,9.06,8.96,9.05
2019-09-04,9.08,9.09,8.97,9.0
2019-09-05,9.14,9.23,9.1,9.1
2019-09-06,9.19,9.19,9.1,9.14
2019-09-09,9.17,9.26,9.14,9.23
2019-09-10,9.21,9.23,9.12,9.17
2019-09-11,9.28,9.31,9.24,9.3
2019-09-12,9.33,9.34,9.26,9.28
2019-09-16,9.28,9.34,9.24,9.34
2019-09-17,9.2,9.29,9.2,9.29
2019-09-18,9.19,9.24,9.18,9.23
2019-09-19,9.18,9.22,9.13,9.21
2019-09-20,9.29,9.3,9.18,9.19
2019-09-23,9.18,9.26,9.13,9.25
2019-09-24,9.19,9.21,9.14,9.14
2019-09-25,9.29,9.31,9.16,9.16
2019-09-26,9.4,9.54,9.27,9.33
2019-09-27,9.38,9.46,9.31,9.4
2019-09-30,9.35,9.45,9.33,9.37
2019-10-08,9.41,9.47,9.28,9.31
2019-10-09,9.56,9.65,9.35,9.38
2019-10-10,9.56,9.59,9.52,9.53
2019-10-11,9.59,9.65,9.53,9.59
2019-10-14,9.76,9.92,9.6,9.69
2019-10-15,9.98,9.98,9.72,9.75
2019-10-16,9.81,10.07,9.77,9.98
2019-10-17,9.71,9.83,9.64,9.8
2019-10-18,9.57,9.8,9.51,9.72
2019-10-21,9.65,9.7,9.54,9.59
2019-10-22,9.61,9.69,9.52,9.66
2019-10-23,9.55,9.63,9.52,9.6
2019-10-24,9.56,9.66,9.44,9.54
2019-10-25,9.64,9.66,9.46,9.57
2019-10-28,9.62,9.64,9.49,9.55
2019-10-29,9.36,9.63,9.33,9.62
2019-10-30,9.39,9.42,9.26,9.31
2019-10-31,9.33,9.4,9.28,9.4
2019-11-01,9.35,9.38,9.2,9.31
2019-11-04,9.28,9.45,9.25,9.35
2019-11-05,9.45,9.52,9.23,9.28
2019-11-06,9.47,9.54,9.4,9.44
2019-11-07,9.5,9.57,9.45,9.45
2019-11-08,9.39,9.55,9.39,9.55
2019-11-11,9.26,9.38,9.24,9.35
2019-11-12,9.24,9.3,9.2,9.27
2019-11-13,9.12,9.24,9.05,9.23
2019-11-14,9.15,9.19,9.07,9.1
2019-11-15,9.13,9.21,9.1,9.15
2019-11-18,9.21,9.32,8.91,8.91
2019-11-19,9.21,9.22,9.13,9.16
2019-11-20,9.12,9.2,9.09,9.2
2019-11-21,9.18,9.2,9.11,9.12
2019-11-22,9.24,9.27,9.18,9.2
2019-11-25,9.3,9.32,9.22,9.24
2019-11-26,9.32,9.32,9.26,9.3
2019-11-27,9.28,9.34,9.21,9.31
2019-11-28,9.19,9.28,9.16,9.27
2019-11-29,9.19,9.24,9.15,9.2
2019-12-02,9.24,9.27,9.17,9.19
2019-12-03,9.25,9.28,9.2,9.23
2019-12-04,9.28,9.29,9.22,9.27
2019-12-05,9.29,9.32,9.26,9.31
2019-12-06,9.3,9.32,9.26,9.31
2019-12-09,9.25,9.32,9.22,9.3
2019-12-10,9.19,9.3,9.17,9.27
2019-12-11,9.21,9.23,9.18,9.22
2019-12-12,9.14,9.22,9.12,9.2
2019-12-13,9.33,9.33,9.14,9.19
2019-12-16,9.28,9.3,9.22,9.27
2019-12-17,9.4,9.5,9.24,9.27
2019-12-18,9.4,9.44,9.36,9.36
2019-12-19,9.46,9.52,9.38,9.39
2019-12-20,9.54,9.57,9.45,9.47
2019-12-23,9.42,9.59,9.37,9.54
2019-12-24,9.47,9.48,9.39,9.42
2019-12-25,9.42,9.47,9.37,9.47
2019-12-26,9.46,9.46,9.39,9.42
2019-12-27,9.46,9.54,9.45,9.45
2019-12-30,9.52,9.53,9.35,9.41
2019-12-31,9.49,9.51,9.43,9.49
2020-01-02,9.54,9.64,9.52,9.58
2020-01-03,9.5,9.56,9.48,9.55
","date,Upper,Middle,Lower,high
2019-09-16,9.9825,9.075,8.1675,9.34
2019-09-17,9.9858,9.078,8.1702,9.29
2019-09-18,9.9935,9.084999999999999,8.176499999999999,9.24
2019-09-19,10.005600000000001,9.096,8.1864,9.22
2019-09-20,10.024849999999999,9.113499999999998,8.20215,9.3
2019-09-23,10.036399999999999,9.123999999999999,8.211599999999999,9.26
2019-09-24,10.0518,9.138,8.2242,9.21
2019-09-25,10.070500000000003,9.155000000000001,8.239500000000001,9.31
2019-09-26,10.0947,9.177,8.2593,9.54
2019-09-27,10.12,9.2,8.28,9.46
2019-09-30,10.138150000000001,9.2165,8.29485,9.45
2019-10-08,10.16015,9.2365,8.31285,9.47
2019-10-09,10.191500000000001,9.265,8.338500000000002,9.65
2019-10-10,10.2179,9.289,8.3601,9.59
2019-10-11,10.242650000000001,9.3115,8.38035,9.65
2019-10-14,10.274000000000001,9.34,8.406,9.92
2019-10-15,10.31855,9.3805,8.44245,9.98
2019-10-16,10.35155,9.410499999999999,8.46945,10.07
2019-10-17,10.3752,9.431999999999999,8.4888,9.83
2019-10-18,10.388399999999999,9.443999999999999,8.4996,9.8
2019-10-21,10.408750000000001,9.4625,8.516250000000001,9.7
2019-10-22,10.431300000000002,9.483,8.5347,9.69
2019-10-23,10.451100000000002,9.501000000000001,8.550900000000002,9.63
2019-10-24,10.472,9.52,8.568,9.66
2019-10-25,10.491250000000003,9.537500000000001,8.583750000000002,9.66
2019-10-28,10.515450000000001,9.5595,8.60355,9.64
2019-10-29,10.524800000000003,9.568000000000001,8.611200000000002,9.63
2019-10-30,10.530299999999999,9.572999999999999,8.615699999999999,9.42
2019-10-31,10.526450000000002,9.569500000000001,8.612550000000002,9.4
2019-11-01,10.5248,9.568,8.6112,9.38
2019-11-04,10.52095,9.564499999999999,8.608049999999999,9.45
2019-11-05,10.523150000000001,9.5665,8.60985,9.52
2019-11-06,10.518200000000002,9.562000000000001,8.605800000000002,9.54
2019-11-07,10.514900000000003,9.559000000000001,8.603100000000001,9.57
2019-11-08,10.5039,9.549,8.5941,9.55
2019-11-11,10.4764,9.524,8.5716,9.38
2019-11-12,10.4357,9.487,8.5383,9.3
2019-11-13,10.397750000000002,9.4525,8.50725,9.24
2019-11-14,10.366950000000001,9.4245,8.482050000000001,9.19
2019-11-15,10.34275,9.4025,8.462250000000001,9.21
2019-11-18,10.318550000000002,9.380500000000001,8.442450000000001,9.32
2019-11-19,10.296549999999998,9.360499999999998,8.424449999999998,9.22
2019-11-20,10.272900000000002,9.339,8.405100000000001,9.2
2019-11-21,10.252,9.32,8.388,9.2
2019-11-22,10.230000000000002,9.3,8.370000000000001,9.27
2019-11-25,10.212400000000002,9.284,8.3556,9.32
2019-11-26,10.2102,9.282,8.3538,9.32
2019-11-27,10.204150000000002,9.2765,8.34885,9.34
2019-11-28,10.19645,9.269499999999999,8.34255,9.28
2019-11-29,10.187650000000003,9.261500000000002,8.335350000000002,9.24
2019-12-02,10.18545,9.2595,8.333549999999999,9.27
2019-12-03,10.174450000000002,9.249500000000001,8.324550000000002,9.28
2019-12-04,10.164,9.239999999999998,8.315999999999999,9.29
2019-12-05,10.152449999999998,9.229499999999998,8.306549999999998,9.32
2019-12-06,10.1475,9.225,8.3025,9.32
2019-12-09,10.146950000000002,9.2245,8.302050000000001,9.32
2019-12-10,10.1442,9.222,8.2998,9.3
2019-12-11,10.14915,9.2265,8.30385,9.23
2019-12-12,10.1486,9.225999999999999,8.3034,9.22
2019-12-13,10.159600000000001,9.236,8.3124,9.33
2019-12-16,10.163450000000001,9.2395,8.31555,9.3
2019-12-17,10.173900000000001,9.249,8.324100000000001,9.5
2019-12-18,10.189300000000001,9.263,8.3367,9.44
2019-12-19,10.2047,9.277,8.3493,9.52
2019-12-20,10.221199999999998,9.291999999999998,8.362799999999998,9.57
2019-12-23,10.2278,9.298,8.3682,9.59
2019-12-24,10.236049999999999,9.305499999999999,8.374949999999998,9.48
2019-12-25,10.24375,9.3125,8.38125,9.47
2019-12-26,10.258600000000001,9.326,8.393400000000002,9.46
2019-12-27,10.27345,9.3395,8.40555,9.54
2019-12-30,10.288850000000002,9.3535,8.41815,9.53
2019-12-31,10.302050000000001,9.3655,8.42895,9.51
2020-01-02,10.31635,9.378499999999999,8.44065,9.64
2020-01-03,10.327900000000001,9.389000000000001,8.4501,9.56
"
1590,CN,technical,"洛阳钼业2020年04月06日-2020年09月13日, 对于唐安奇通道，最高价大于下轨的天数占比？（单位：%）（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",100.0,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low
2020-03-10,4.24,4.0
2020-03-11,4.23,4.08
2020-03-12,4.06,3.9
2020-03-13,3.89,3.64
2020-03-16,3.88,3.67
2020-03-17,3.78,3.59
2020-03-18,3.81,3.6
2020-03-19,3.64,3.49
2020-03-20,3.63,3.51
2020-03-23,3.5,3.39
2020-03-24,3.56,3.46
2020-03-25,3.64,3.56
2020-03-26,3.58,3.51
2020-03-27,3.56,3.46
2020-03-30,3.46,3.38
2020-03-31,3.49,3.39
2020-04-01,3.63,3.44
2020-04-02,3.6,3.51
2020-04-03,3.62,3.51
2020-04-07,3.65,3.55
2020-04-08,3.72,3.56
2020-04-09,3.69,3.61
2020-04-10,3.64,3.52
2020-04-13,3.51,3.47
2020-04-14,3.63,3.5
2020-04-15,3.62,3.56
2020-04-16,3.59,3.53
2020-04-17,3.62,3.55
2020-04-20,3.58,3.51
2020-04-21,3.52,3.45
2020-04-22,3.5,3.42
2020-04-23,3.52,3.45
2020-04-24,3.49,3.42
2020-04-27,3.48,3.4
2020-04-28,3.43,3.27
2020-04-29,3.37,3.32
2020-04-30,3.49,3.4
2020-05-06,3.68,3.51
2020-05-07,3.68,3.6
2020-05-08,3.7,3.59
2020-05-11,3.66,3.57
2020-05-12,3.58,3.49
2020-05-13,3.6,3.5
2020-05-14,3.55,3.47
2020-05-15,3.52,3.46
2020-05-18,3.59,3.45
2020-05-19,3.59,3.53
2020-05-20,3.61,3.54
2020-05-21,3.55,3.48
2020-05-22,3.48,3.4
2020-05-25,3.45,3.35
2020-05-26,3.42,3.37
2020-05-27,3.42,3.37
2020-05-28,3.44,3.38
2020-05-29,3.47,3.39
2020-06-01,3.54,3.43
2020-06-02,3.56,3.5
2020-06-03,3.54,3.49
2020-06-04,3.71,3.49
2020-06-05,3.67,3.58
2020-06-08,3.78,3.61
2020-06-09,3.77,3.67
2020-06-10,3.72,3.61
2020-06-11,3.71,3.59
2020-06-12,3.59,3.51
2020-06-15,3.59,3.5
2020-06-16,3.86,3.54
2020-06-17,3.91,3.75
2020-06-18,3.86,3.73
2020-06-19,3.85,3.76
2020-06-22,3.86,3.75
2020-06-23,3.8,3.71
2020-06-24,3.75,3.68
2020-06-29,3.73,3.63
2020-06-30,3.71,3.62
2020-07-01,3.78,3.67
2020-07-02,3.88,3.72
2020-07-03,4.25,3.91
2020-07-06,4.36,4.11
2020-07-07,4.53,4.25
2020-07-08,4.48,4.23
2020-07-09,4.55,4.4
2020-07-10,4.48,4.28
2020-07-13,4.72,4.39
2020-07-14,4.85,4.58
2020-07-15,4.82,4.33
2020-07-16,4.47,4.11
2020-07-17,4.2,4.05
2020-07-20,4.52,4.15
2020-07-21,4.6,4.4
2020-07-22,4.66,4.42
2020-07-23,4.53,4.35
2020-07-24,4.42,4.18
2020-07-27,4.47,4.22
2020-07-28,4.73,4.46
2020-07-29,4.57,4.43
2020-07-30,4.65,4.46
2020-07-31,4.45,4.31
2020-08-03,4.55,4.36
2020-08-04,4.8,4.59
2020-08-05,4.9,4.53
2020-08-06,5.01,4.78
2020-08-07,4.91,4.7
2020-08-10,4.66,4.51
2020-08-11,4.61,4.4
2020-08-12,4.41,4.2
2020-08-13,4.37,4.27
2020-08-14,4.38,4.27
2020-08-17,4.48,4.32
2020-08-18,4.54,4.43
2020-08-19,4.52,4.42
2020-08-20,4.61,4.46
2020-08-21,4.54,4.4
2020-08-24,4.47,4.36
2020-08-25,4.41,4.25
2020-08-26,4.32,4.14
2020-08-27,4.2,4.1
2020-08-28,4.23,4.13
2020-08-31,4.39,4.27
2020-09-01,4.38,4.24
2020-09-02,4.34,4.2
2020-09-03,4.25,4.17
2020-09-04,4.18,4.1
2020-09-07,4.23,4.1
2020-09-08,4.14,4.01
2020-09-09,4.07,4.0
2020-09-10,4.1,4.0
2020-09-11,4.03,3.93
","date,Upper,Middle,Lower,high
2020-04-07,4.24,3.81,3.38,3.65
2020-04-08,4.23,3.805,3.38,3.72
2020-04-09,4.06,3.7199999999999998,3.38,3.69
2020-04-10,3.89,3.635,3.38,3.64
2020-04-13,3.88,3.63,3.38,3.51
2020-04-14,3.81,3.5949999999999998,3.38,3.63
2020-04-15,3.81,3.5949999999999998,3.38,3.62
2020-04-16,3.72,3.55,3.38,3.59
2020-04-17,3.72,3.55,3.38,3.62
2020-04-20,3.72,3.55,3.38,3.58
2020-04-21,3.72,3.55,3.38,3.52
2020-04-22,3.72,3.55,3.38,3.5
2020-04-23,3.72,3.55,3.38,3.52
2020-04-24,3.72,3.55,3.38,3.49
2020-04-27,3.72,3.55,3.38,3.48
2020-04-28,3.72,3.495,3.27,3.43
2020-04-29,3.72,3.495,3.27,3.37
2020-04-30,3.72,3.495,3.27,3.49
2020-05-06,3.72,3.495,3.27,3.68
2020-05-07,3.72,3.495,3.27,3.68
2020-05-08,3.72,3.495,3.27,3.7
2020-05-11,3.7,3.4850000000000003,3.27,3.66
2020-05-12,3.7,3.4850000000000003,3.27,3.58
2020-05-13,3.7,3.4850000000000003,3.27,3.6
2020-05-14,3.7,3.4850000000000003,3.27,3.55
2020-05-15,3.7,3.4850000000000003,3.27,3.52
2020-05-18,3.7,3.4850000000000003,3.27,3.59
2020-05-19,3.7,3.4850000000000003,3.27,3.59
2020-05-20,3.7,3.4850000000000003,3.27,3.61
2020-05-21,3.7,3.4850000000000003,3.27,3.55
2020-05-22,3.7,3.4850000000000003,3.27,3.48
2020-05-25,3.7,3.4850000000000003,3.27,3.45
2020-05-26,3.7,3.4850000000000003,3.27,3.42
2020-05-27,3.7,3.4850000000000003,3.27,3.42
2020-05-28,3.7,3.4850000000000003,3.27,3.44
2020-05-29,3.7,3.51,3.32,3.47
2020-06-01,3.7,3.5250000000000004,3.35,3.54
2020-06-02,3.7,3.5250000000000004,3.35,3.56
2020-06-03,3.7,3.5250000000000004,3.35,3.54
2020-06-04,3.71,3.5300000000000002,3.35,3.71
2020-06-05,3.71,3.5300000000000002,3.35,3.67
2020-06-08,3.78,3.565,3.35,3.78
2020-06-09,3.78,3.565,3.35,3.77
2020-06-10,3.78,3.565,3.35,3.72
2020-06-11,3.78,3.565,3.35,3.71
2020-06-12,3.78,3.565,3.35,3.59
2020-06-15,3.78,3.565,3.35,3.59
2020-06-16,3.86,3.605,3.35,3.86
2020-06-17,3.91,3.63,3.35,3.91
2020-06-18,3.91,3.63,3.35,3.86
2020-06-19,3.91,3.63,3.35,3.85
2020-06-22,3.91,3.64,3.37,3.86
2020-06-23,3.91,3.64,3.37,3.8
2020-06-24,3.91,3.645,3.38,3.75
2020-06-29,3.91,3.6500000000000004,3.39,3.73
2020-06-30,3.91,3.67,3.43,3.71
2020-07-01,3.91,3.7,3.49,3.78
2020-07-02,3.91,3.7,3.49,3.88
2020-07-03,4.25,3.87,3.49,4.25
2020-07-06,4.36,3.93,3.5,4.36
2020-07-07,4.53,4.015000000000001,3.5,4.53
2020-07-08,4.53,4.015000000000001,3.5,4.48
2020-07-09,4.55,4.025,3.5,4.55
2020-07-10,4.55,4.025,3.5,4.48
2020-07-13,4.72,4.109999999999999,3.5,4.72
2020-07-14,4.85,4.175,3.5,4.85
2020-07-15,4.85,4.195,3.54,4.82
2020-07-16,4.85,4.234999999999999,3.62,4.47
2020-07-17,4.85,4.234999999999999,3.62,4.2
2020-07-20,4.85,4.234999999999999,3.62,4.52
2020-07-21,4.85,4.234999999999999,3.62,4.6
2020-07-22,4.85,4.234999999999999,3.62,4.66
2020-07-23,4.85,4.234999999999999,3.62,4.53
2020-07-24,4.85,4.234999999999999,3.62,4.42
2020-07-27,4.85,4.234999999999999,3.62,4.47
2020-07-28,4.85,4.26,3.67,4.73
2020-07-29,4.85,4.285,3.72,4.57
2020-07-30,4.85,4.38,3.91,4.65
2020-07-31,4.85,4.449999999999999,4.05,4.45
2020-08-03,4.85,4.449999999999999,4.05,4.55
2020-08-04,4.85,4.449999999999999,4.05,4.8
2020-08-05,4.9,4.475,4.05,4.9
2020-08-06,5.01,4.529999999999999,4.05,5.01
2020-08-07,5.01,4.529999999999999,4.05,4.91
2020-08-10,5.01,4.529999999999999,4.05,4.66
2020-08-11,5.01,4.529999999999999,4.05,4.61
2020-08-12,5.01,4.529999999999999,4.05,4.41
2020-08-13,5.01,4.529999999999999,4.05,4.37
2020-08-14,5.01,4.58,4.15,4.38
2020-08-17,5.01,4.595,4.18,4.48
2020-08-18,5.01,4.595,4.18,4.54
2020-08-19,5.01,4.595,4.18,4.52
2020-08-20,5.01,4.595,4.18,4.61
2020-08-21,5.01,4.605,4.2,4.54
2020-08-24,5.01,4.605,4.2,4.47
2020-08-25,5.01,4.605,4.2,4.41
2020-08-26,5.01,4.574999999999999,4.14,4.32
2020-08-27,5.01,4.555,4.1,4.2
2020-08-28,5.01,4.555,4.1,4.23
2020-08-31,5.01,4.555,4.1,4.39
2020-09-01,5.01,4.555,4.1,4.38
2020-09-02,5.01,4.555,4.1,4.34
2020-09-03,4.91,4.505,4.1,4.25
2020-09-04,4.66,4.38,4.1,4.18
2020-09-07,4.61,4.355,4.1,4.23
2020-09-08,4.61,4.3100000000000005,4.01,4.14
2020-09-09,4.61,4.305,4.0,4.07
2020-09-10,4.61,4.305,4.0,4.1
2020-09-11,4.61,4.2700000000000005,3.93,4.03
"
1591,CN,technical,澜起科技从2023年02月20日到2023年09月11日，收盘价大于唐安奇通道下轨的天数比例是多少？（单位：%）（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,99.2857,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low,close
2023-01-17,62.96,61.2,62.14
2023-01-18,62.7,61.41,62.14
2023-01-19,63.0,61.4,62.97
2023-01-20,64.65,62.99,64.65
2023-01-30,66.15,58.88,59.84
2023-01-31,57.6,54.1,55.41
2023-02-01,56.77,55.33,56.38
2023-02-02,57.15,56.02,56.53
2023-02-03,57.09,55.55,56.51
2023-02-06,57.16,56.31,56.88
2023-02-07,57.06,56.6,56.88
2023-02-08,58.79,57.02,57.13
2023-02-09,61.09,56.24,60.96
2023-02-10,63.36,60.5,60.9
2023-02-13,63.3,59.67,62.85
2023-02-14,63.68,60.98,62.8
2023-02-15,65.59,62.09,65.55
2023-02-16,67.8,62.66,62.89
2023-02-17,62.89,60.65,61.05
2023-02-20,61.84,59.88,61.1
2023-02-21,61.44,57.35,58.28
2023-02-22,59.04,57.77,58.18
2023-02-23,58.57,57.41,57.72
2023-02-24,59.15,57.9,58.33
2023-02-27,59.28,57.5,58.0
2023-02-28,59.27,57.07,57.77
2023-03-01,58.31,56.58,57.48
2023-03-02,58.1,56.6,56.86
2023-03-03,57.97,56.81,57.62
2023-03-06,58.24,56.68,57.4
2023-03-07,57.68,56.12,56.17
2023-03-08,56.45,55.4,55.9
2023-03-09,57.15,55.66,56.74
2023-03-10,56.77,55.42,55.88
2023-03-13,56.15,54.65,55.52
2023-03-14,56.19,54.65,55.99
2023-03-15,57.79,56.0,56.07
2023-03-16,57.38,55.66,56.31
2023-03-17,58.69,55.55,57.92
2023-03-20,63.75,59.01,62.59
2023-03-21,64.41,60.91,62.06
2023-03-22,65.1,61.5,63.13
2023-03-23,69.0,63.21,69.0
2023-03-24,72.57,69.07,70.17
2023-03-27,71.77,67.41,68.59
2023-03-28,69.25,64.0,64.48
2023-03-29,70.3,63.25,68.24
2023-03-30,72.33,68.16,70.0
2023-03-31,69.84,67.06,69.52
2023-04-03,71.87,68.24,71.53
2023-04-04,78.0,70.05,74.0
2023-04-06,79.26,72.15,75.23
2023-04-07,78.75,74.12,76.3
2023-04-10,77.5,71.3,71.7
2023-04-11,74.88,71.45,72.6
2023-04-12,77.66,73.04,76.41
2023-04-13,75.48,71.5,71.65
2023-04-14,74.65,69.75,74.19
2023-04-17,74.86,71.19,72.0
2023-04-18,72.43,69.45,70.68
2023-04-19,74.43,70.12,72.1
2023-04-20,76.49,72.01,76.46
2023-04-21,78.52,72.06,72.06
2023-04-24,72.94,68.53,69.2
2023-04-25,71.48,67.98,68.75
2023-04-26,68.05,64.0,64.2
2023-04-27,65.3,62.55,63.04
2023-04-28,62.67,58.4,60.9
2023-05-04,61.35,59.17,59.35
2023-05-05,60.55,58.66,58.94
2023-05-08,60.26,58.7,59.41
2023-05-09,59.87,57.87,57.87
2023-05-10,58.82,56.0,56.49
2023-05-11,57.78,55.5,55.79
2023-05-12,56.48,53.5,53.73
2023-05-15,54.5,52.4,54.15
2023-05-16,55.14,53.21,53.81
2023-05-17,55.98,53.3,55.15
2023-05-18,58.83,54.96,58.0
2023-05-19,61.5,58.85,58.96
2023-05-22,60.99,58.25,59.41
2023-05-23,59.49,57.57,57.7
2023-05-24,59.19,57.21,58.0
2023-05-25,60.24,58.09,60.1
2023-05-26,62.2,60.01,61.14
2023-05-29,64.63,62.31,62.92
2023-05-30,64.35,60.22,63.73
2023-05-31,64.73,63.11,63.8
2023-06-01,63.14,61.86,62.1
2023-06-02,62.55,59.6,60.69
2023-06-05,61.68,59.87,60.28
2023-06-06,61.2,59.07,59.09
2023-06-07,60.45,57.88,59.91
2023-06-08,59.99,57.0,57.11
2023-06-09,58.19,56.2,58.19
2023-06-12,58.69,56.81,58.2
2023-06-13,63.05,57.3,62.85
2023-06-14,63.6,61.85,62.91
2023-06-15,63.3,61.05,61.49
2023-06-16,61.4,59.98,60.83
2023-06-19,63.27,61.05,62.11
2023-06-20,62.61,60.1,60.4
2023-06-21,60.42,58.08,58.08
2023-06-26,57.57,55.31,56.0
2023-06-27,56.7,55.0,56.09
2023-06-28,56.73,54.82,55.38
2023-06-29,57.41,55.51,55.67
2023-06-30,57.68,55.4,57.42
2023-07-03,60.33,56.7,59.87
2023-07-04,63.55,59.87,62.7
2023-07-05,63.8,62.3,62.68
2023-07-06,65.1,62.0,63.72
2023-07-07,65.17,62.68,63.7
2023-07-10,63.0,60.5,61.0
2023-07-11,62.94,60.78,61.97
2023-07-12,60.95,58.08,59.08
2023-07-13,61.98,59.31,61.48
2023-07-14,62.79,61.5,61.99
2023-07-17,62.6,60.03,61.1
2023-07-18,62.12,60.16,60.17
2023-07-19,60.54,58.1,59.19
2023-07-20,59.34,57.5,57.75
2023-07-21,58.8,57.15,57.6
2023-07-24,59.57,57.6,58.59
2023-07-25,59.59,58.11,59.28
2023-07-26,59.59,58.28,58.69
2023-07-27,59.11,57.36,58.1
2023-07-28,59.4,57.69,59.02
2023-07-31,60.08,57.61,57.92
2023-08-01,58.88,57.13,57.63
2023-08-02,57.5,56.3,56.65
2023-08-03,57.1,56.08,56.95
2023-08-04,58.98,56.6,58.05
2023-08-07,58.25,57.5,57.79
2023-08-08,59.31,57.3,57.49
2023-08-09,57.75,56.31,56.63
2023-08-10,57.17,55.51,56.87
2023-08-11,56.99,54.4,54.55
2023-08-14,54.98,52.83,53.08
2023-08-15,53.3,50.96,51.15
2023-08-16,51.15,48.2,48.75
2023-08-17,49.68,47.98,48.81
2023-08-18,49.86,48.53,48.62
2023-08-21,49.26,47.72,47.8
2023-08-22,49.36,46.85,49.16
2023-08-23,49.08,48.12,48.43
2023-08-24,50.8,48.31,49.7
2023-08-25,50.28,47.75,48.02
2023-08-28,52.94,48.51,48.75
2023-08-29,51.19,48.33,50.8
2023-08-30,52.8,50.8,51.47
2023-08-31,52.1,51.02,51.24
2023-09-01,52.2,50.36,51.36
2023-09-04,51.7,50.76,51.62
2023-09-05,52.8,51.33,51.62
2023-09-06,53.98,51.13,53.79
2023-09-07,53.78,50.72,51.5
2023-09-08,52.41,50.99,51.65
2023-09-11,52.36,51.36,51.81
","date,Upper,Middle,Lower,close
2023-02-20,67.8,60.95,54.1,61.1
2023-02-21,67.8,60.95,54.1,58.28
2023-02-22,67.8,60.95,54.1,58.18
2023-02-23,67.8,60.95,54.1,57.72
2023-02-24,67.8,60.95,54.1,58.33
2023-02-27,67.8,60.95,54.1,58.0
2023-02-28,67.8,61.565,55.33,57.77
2023-03-01,67.8,61.675,55.55,57.48
2023-03-02,67.8,61.675,55.55,56.86
2023-03-03,67.8,62.019999999999996,56.24,57.62
2023-03-06,67.8,62.019999999999996,56.24,57.4
2023-03-07,67.8,61.959999999999994,56.12,56.17
2023-03-08,67.8,61.599999999999994,55.4,55.9
2023-03-09,67.8,61.599999999999994,55.4,56.74
2023-03-10,67.8,61.599999999999994,55.4,55.88
2023-03-13,67.8,61.224999999999994,54.65,55.52
2023-03-14,67.8,61.224999999999994,54.65,55.99
2023-03-15,67.8,61.224999999999994,54.65,56.07
2023-03-16,62.89,58.769999999999996,54.65,56.31
2023-03-17,61.84,58.245000000000005,54.65,57.92
2023-03-20,63.75,59.2,54.65,62.59
2023-03-21,64.41,59.53,54.65,62.06
2023-03-22,65.1,59.875,54.65,63.13
2023-03-23,69.0,61.825,54.65,69.0
2023-03-24,72.57,63.61,54.65,70.17
2023-03-27,72.57,63.61,54.65,68.59
2023-03-28,72.57,63.61,54.65,64.48
2023-03-29,72.57,63.61,54.65,68.24
2023-03-30,72.57,63.61,54.65,70.0
2023-03-31,72.57,63.61,54.65,69.52
2023-04-03,72.57,63.61,54.65,71.53
2023-04-04,78.0,66.325,54.65,74.0
2023-04-06,79.26,66.955,54.65,75.23
2023-04-07,79.26,66.955,54.65,76.3
2023-04-10,79.26,66.955,54.65,71.7
2023-04-11,79.26,66.955,54.65,72.6
2023-04-12,79.26,67.405,55.55,76.41
2023-04-13,79.26,67.405,55.55,71.65
2023-04-14,79.26,67.405,55.55,74.19
2023-04-17,79.26,69.135,59.01,72.0
2023-04-18,79.26,70.08500000000001,60.91,70.68
2023-04-19,79.26,70.38,61.5,72.1
2023-04-20,79.26,71.235,63.21,76.46
2023-04-21,79.26,71.255,63.25,72.06
2023-04-24,79.26,71.255,63.25,69.2
2023-04-25,79.26,71.255,63.25,68.75
2023-04-26,79.26,71.255,63.25,64.2
2023-04-27,79.26,70.905,62.55,63.04
2023-04-28,79.26,68.83,58.4,60.9
2023-05-04,79.26,68.83,58.4,59.35
2023-05-05,79.26,68.83,58.4,58.94
2023-05-08,79.26,68.83,58.4,59.41
2023-05-09,78.75,68.31,57.87,57.87
2023-05-10,78.52,67.25999999999999,56.0,56.49
2023-05-11,78.52,67.00999999999999,55.5,55.79
2023-05-12,78.52,66.00999999999999,53.5,53.73
2023-05-15,78.52,65.46,52.4,54.15
2023-05-16,78.52,65.46,52.4,53.81
2023-05-17,78.52,65.46,52.4,55.15
2023-05-18,78.52,65.46,52.4,58.0
2023-05-19,78.52,65.46,52.4,58.96
2023-05-22,78.52,65.46,52.4,59.41
2023-05-23,78.52,65.46,52.4,57.7
2023-05-24,72.94,62.67,52.4,58.0
2023-05-25,71.48,61.94,52.4,60.1
2023-05-26,68.05,60.224999999999994,52.4,61.14
2023-05-29,65.3,58.849999999999994,52.4,62.92
2023-05-30,64.63,58.515,52.4,63.73
2023-05-31,64.73,58.565,52.4,63.8
2023-06-01,64.73,58.565,52.4,62.1
2023-06-02,64.73,58.565,52.4,60.69
2023-06-05,64.73,58.565,52.4,60.28
2023-06-06,64.73,58.565,52.4,59.09
2023-06-07,64.73,58.565,52.4,59.91
2023-06-08,64.73,58.565,52.4,57.11
2023-06-09,64.73,58.565,52.4,58.19
2023-06-12,64.73,58.97,53.21,58.2
2023-06-13,64.73,59.015,53.3,62.85
2023-06-14,64.73,59.845,54.96,62.91
2023-06-15,64.73,60.465,56.2,61.49
2023-06-16,64.73,60.465,56.2,60.83
2023-06-19,64.73,60.465,56.2,62.11
2023-06-20,64.73,60.465,56.2,60.4
2023-06-21,64.73,60.465,56.2,58.08
2023-06-26,64.73,60.02,55.31,56.0
2023-06-27,64.73,59.865,55.0,56.09
2023-06-28,64.73,59.775000000000006,54.82,55.38
2023-06-29,64.73,59.775000000000006,54.82,55.67
2023-06-30,63.6,59.21,54.82,57.42
2023-07-03,63.6,59.21,54.82,59.87
2023-07-04,63.6,59.21,54.82,62.7
2023-07-05,63.8,59.31,54.82,62.68
2023-07-06,65.1,59.959999999999994,54.82,63.72
2023-07-07,65.17,59.995000000000005,54.82,63.7
2023-07-10,65.17,59.995000000000005,54.82,61.0
2023-07-11,65.17,59.995000000000005,54.82,61.97
2023-07-12,65.17,59.995000000000005,54.82,59.08
2023-07-13,65.17,59.995000000000005,54.82,61.48
2023-07-14,65.17,59.995000000000005,54.82,61.99
2023-07-17,65.17,59.995000000000005,54.82,61.1
2023-07-18,65.17,59.995000000000005,54.82,60.17
2023-07-19,65.17,59.995000000000005,54.82,59.19
2023-07-20,65.17,59.995000000000005,54.82,57.75
2023-07-21,65.17,59.995000000000005,54.82,57.6
2023-07-24,65.17,59.995000000000005,54.82,58.59
2023-07-25,65.17,59.995000000000005,54.82,59.28
2023-07-26,65.17,60.285,55.4,58.69
2023-07-27,65.17,60.285,55.4,58.1
2023-07-28,65.17,60.935,56.7,59.02
2023-07-31,65.17,61.16,57.15,57.92
2023-08-01,65.17,61.150000000000006,57.13,57.63
2023-08-02,65.17,60.735,56.3,56.65
2023-08-03,65.17,60.625,56.08,56.95
2023-08-04,63.0,59.54,56.08,58.05
2023-08-07,62.94,59.51,56.08,57.79
2023-08-08,62.79,59.435,56.08,57.49
2023-08-09,62.79,59.435,56.08,56.63
2023-08-10,62.79,59.15,55.51,56.87
2023-08-11,62.6,58.5,54.4,54.55
2023-08-14,62.12,57.474999999999994,52.83,53.08
2023-08-15,60.54,55.75,50.96,51.15
2023-08-16,60.08,54.14,48.2,48.75
2023-08-17,60.08,54.03,47.98,48.81
2023-08-18,60.08,54.03,47.98,48.62
2023-08-21,60.08,53.9,47.72,47.8
2023-08-22,60.08,53.465,46.85,49.16
2023-08-23,60.08,53.465,46.85,48.43
2023-08-24,60.08,53.465,46.85,49.7
2023-08-25,60.08,53.465,46.85,48.02
2023-08-28,59.31,53.08,46.85,48.75
2023-08-29,59.31,53.08,46.85,50.8
2023-08-30,59.31,53.08,46.85,51.47
2023-08-31,59.31,53.08,46.85,51.24
2023-09-01,59.31,53.08,46.85,51.36
2023-09-04,59.31,53.08,46.85,51.62
2023-09-05,57.75,52.3,46.85,51.62
2023-09-06,57.17,52.010000000000005,46.85,53.79
2023-09-07,56.99,51.92,46.85,51.5
2023-09-08,54.98,50.915,46.85,51.65
2023-09-11,53.98,50.415,46.85,51.81
"
1592,CN,technical,在2024年02月14日至2025年01月03日期间，平安银行最高价小于唐安奇通道上轨的天数占总天数的百分比？（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,90.2778,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low,close
2024-01-15,9.29,9.13,9.21
2024-01-16,9.35,9.16,9.34
2024-01-17,9.39,9.23,9.23
2024-01-18,9.24,9.0,9.2
2024-01-19,9.2,9.1,9.17
2024-01-22,9.26,9.04,9.1
2024-01-23,9.18,8.96,9.16
2024-01-24,9.34,9.07,9.33
2024-01-25,9.54,9.27,9.5
2024-01-26,9.67,9.44,9.62
2024-01-29,9.88,9.58,9.7
2024-01-30,9.7,9.49,9.5
2024-01-31,9.56,9.38,9.46
2024-02-01,9.48,9.34,9.41
2024-02-02,9.47,9.07,9.27
2024-02-05,9.43,9.11,9.38
2024-02-06,9.68,9.29,9.68
2024-02-07,9.67,9.48,9.61
2024-02-08,9.67,9.52,9.67
2024-02-19,9.81,9.65,9.81
2024-02-20,9.84,9.73,9.82
2024-02-21,10.8,9.77,10.8
2024-02-22,10.91,10.62,10.9
2024-02-23,11.24,10.84,10.85
2024-02-26,10.88,10.5,10.53
2024-02-27,10.6,10.46,10.5
2024-02-28,10.7,10.4,10.49
2024-02-29,10.59,10.41,10.59
2024-03-01,10.6,10.43,10.49
2024-03-04,10.5,10.32,10.33
2024-03-05,10.47,10.26,10.43
2024-03-06,10.45,10.33,10.33
2024-03-07,10.64,10.33,10.38
2024-03-08,10.44,10.3,10.38
2024-03-11,10.47,10.34,10.47
2024-03-12,10.59,10.41,10.56
2024-03-13,10.55,10.3,10.33
2024-03-14,10.38,10.2,10.23
2024-03-15,10.75,10.5,10.6
2024-03-18,10.61,10.49,10.54
2024-03-19,10.54,10.39,10.4
2024-03-20,10.47,10.37,10.45
2024-03-21,10.52,10.42,10.47
2024-03-22,10.45,10.31,10.36
2024-03-25,10.49,10.32,10.4
2024-03-26,10.66,10.42,10.6
2024-03-27,10.63,10.51,10.53
2024-03-28,10.57,10.38,10.49
2024-03-29,10.57,10.43,10.52
2024-04-01,10.65,10.51,10.64
2024-04-02,10.68,10.53,10.55
2024-04-03,10.55,10.42,10.46
2024-04-08,10.49,10.37,10.43
2024-04-09,10.47,10.36,10.4
2024-04-10,10.41,10.27,10.28
2024-04-11,10.29,10.12,10.25
2024-04-12,10.27,10.04,10.06
2024-04-15,10.32,10.06,10.29
2024-04-16,10.39,10.22,10.28
2024-04-17,10.63,10.21,10.62
2024-04-18,11.03,10.56,10.8
2024-04-19,10.82,10.66,10.69
2024-04-22,10.81,10.45,10.5
2024-04-23,10.65,10.46,10.54
2024-04-24,10.57,10.46,10.53
2024-04-25,10.62,10.48,10.61
2024-04-26,10.67,10.48,10.6
2024-04-29,10.9,10.52,10.81
2024-04-30,10.88,10.73,10.79
2024-05-06,11.11,10.84,10.89
2024-05-07,10.89,10.76,10.88
2024-05-08,10.88,10.71,10.73
2024-05-09,10.82,10.71,10.76
2024-05-10,10.96,10.76,10.94
2024-05-13,11.01,10.81,10.97
2024-05-14,11.06,10.88,10.91
2024-05-15,10.92,10.81,10.83
2024-05-16,11.21,10.83,11.17
2024-05-17,11.42,11.13,11.42
2024-05-20,11.53,11.31,11.38
2024-05-21,11.62,11.31,11.55
2024-05-22,11.74,11.46,11.56
2024-05-23,11.59,11.37,11.4
2024-05-24,11.49,11.3,11.31
2024-05-27,11.53,11.31,11.51
2024-05-28,11.58,11.36,11.4
2024-05-29,11.45,11.23,11.26
2024-05-30,11.34,11.06,11.12
2024-05-31,11.19,11.11,11.11
2024-06-03,11.13,10.91,10.98
2024-06-04,11.05,10.91,11.02
2024-06-05,11.07,10.87,10.87
2024-06-06,10.98,10.88,10.9
2024-06-07,11.01,10.89,10.99
2024-06-11,11.02,10.79,10.87
2024-06-12,10.91,10.78,10.88
2024-06-13,10.93,10.8,10.8
2024-06-14,10.23,9.99,10.18
2024-06-17,10.16,10.08,10.1
2024-06-18,10.16,10.04,10.08
2024-06-19,10.21,10.08,10.15
2024-06-20,10.17,10.05,10.05
2024-06-21,10.09,9.95,10.0
2024-06-24,10.07,9.88,9.98
2024-06-25,10.13,9.98,10.08
2024-06-26,10.13,10.02,10.08
2024-06-27,10.21,10.0,10.13
2024-06-28,10.26,10.09,10.15
2024-07-01,10.35,10.04,10.35
2024-07-02,10.48,10.28,10.4
2024-07-03,10.43,10.29,10.31
2024-07-04,10.38,10.25,10.26
2024-07-05,10.29,9.92,9.97
2024-07-08,10.02,9.85,9.93
2024-07-09,10.1,9.91,10.07
2024-07-10,10.2,10.05,10.14
2024-07-11,10.23,10.07,10.13
2024-07-12,10.31,10.12,10.31
2024-07-15,10.35,10.26,10.33
2024-07-16,10.37,10.24,10.3
2024-07-17,10.42,10.28,10.4
2024-07-18,10.43,10.3,10.41
2024-07-19,10.42,10.29,10.37
2024-07-22,10.38,10.19,10.23
2024-07-23,10.33,10.16,10.18
2024-07-24,10.24,10.12,10.13
2024-07-25,10.15,10.0,10.09
2024-07-26,10.12,9.97,10.03
2024-07-29,10.14,9.97,10.11
2024-07-30,10.13,10.03,10.08
2024-07-31,10.28,10.07,10.27
2024-08-01,10.32,10.17,10.27
2024-08-02,10.25,10.13,10.14
2024-08-05,10.22,10.05,10.05
2024-08-06,10.12,9.89,9.93
2024-08-07,9.98,9.91,9.93
2024-08-08,9.98,9.9,9.94
2024-08-09,10.1,9.94,10.04
2024-08-12,10.05,9.98,10.01
2024-08-13,10.03,9.92,9.95
2024-08-14,9.98,9.91,9.92
2024-08-15,10.06,9.87,10.03
2024-08-16,10.21,10.05,10.13
2024-08-19,10.3,10.12,10.29
2024-08-20,10.43,10.28,10.34
2024-08-21,10.38,10.21,10.35
2024-08-22,10.45,10.32,10.38
2024-08-23,10.5,10.32,10.47
2024-08-26,10.55,10.42,10.49
2024-08-27,10.52,10.37,10.43
2024-08-28,10.43,10.28,10.33
2024-08-29,10.38,10.11,10.13
2024-08-30,10.26,10.11,10.16
2024-09-02,10.21,10.09,10.11
2024-09-03,10.13,10.0,10.08
2024-09-04,10.15,10.0,10.02
2024-09-05,10.08,9.98,10.07
2024-09-06,10.21,10.05,10.08
2024-09-09,10.07,9.84,9.85
2024-09-10,9.92,9.78,9.9
2024-09-11,9.88,9.63,9.65
2024-09-12,9.77,9.61,9.74
2024-09-13,9.82,9.7,9.7
2024-09-18,9.78,9.66,9.77
2024-09-19,9.84,9.68,9.81
2024-09-20,9.9,9.78,9.9
2024-09-23,10.09,9.87,10.04
2024-09-24,10.37,10.08,10.37
2024-09-25,10.7,10.45,10.5
2024-09-26,11.15,10.5,11.15
2024-09-27,11.56,11.03,11.42
2024-09-30,12.3,11.56,12.21
2024-10-08,13.43,12.34,12.88
2024-10-09,12.63,11.66,11.68
2024-10-10,12.26,11.6,11.98
2024-10-11,12.17,11.58,11.72
2024-10-14,12.18,11.79,12.02
2024-10-15,12.23,11.88,11.9
2024-10-16,12.18,11.77,12.06
2024-10-17,12.23,11.93,11.95
2024-10-18,12.18,11.68,12.04
2024-10-21,11.94,11.63,11.81
2024-10-22,11.93,11.72,11.79
2024-10-23,11.89,11.75,11.86
2024-10-24,11.86,11.72,11.75
2024-10-25,11.78,11.69,11.71
2024-10-28,11.68,11.53,11.64
2024-10-29,11.74,11.53,11.54
2024-10-30,11.58,11.27,11.32
2024-10-31,11.44,11.24,11.38
2024-11-01,11.55,11.34,11.43
2024-11-04,11.46,11.26,11.46
2024-11-05,11.66,11.39,11.65
2024-11-06,11.64,11.47,11.55
2024-11-07,11.93,11.48,11.91
2024-11-08,12.01,11.7,11.72
2024-11-11,11.68,11.47,11.6
2024-11-12,11.84,11.51,11.54
2024-11-13,11.7,11.48,11.61
2024-11-14,11.7,11.53,11.54
2024-11-15,11.61,11.42,11.44
2024-11-18,12.04,11.62,11.75
2024-11-19,11.96,11.55,11.68
2024-11-20,11.75,11.61,11.64
2024-11-21,11.65,11.56,11.59
2024-11-22,11.61,11.28,11.28
2024-11-25,11.34,11.14,11.18
2024-11-26,11.31,11.14,11.27
2024-11-27,11.39,11.15,11.39
2024-11-28,11.42,11.32,11.34
2024-11-29,11.46,11.34,11.38
2024-12-02,11.4,11.31,11.39
2024-12-03,11.5,11.35,11.49
2024-12-04,11.53,11.37,11.46
2024-12-05,11.5,11.41,11.44
2024-12-06,11.7,11.43,11.66
2024-12-09,11.72,11.59,11.67
2024-12-10,11.95,11.75,11.79
2024-12-11,11.83,11.72,11.73
2024-12-12,11.87,11.71,11.85
2024-12-13,11.8,11.56,11.56
2024-12-16,11.66,11.53,11.57
2024-12-17,11.65,11.52,11.53
2024-12-18,11.74,11.57,11.65
2024-12-19,11.64,11.54,11.59
2024-12-20,11.7,11.58,11.62
2024-12-23,11.84,11.64,11.73
2024-12-24,11.87,11.72,11.86
2024-12-25,12.02,11.84,11.92
2024-12-26,11.93,11.78,11.86
2024-12-27,11.9,11.66,11.83
2024-12-30,11.97,11.78,11.95
2024-12-31,11.99,11.7,11.7
2025-01-02,11.77,11.39,11.43
2025-01-03,11.54,11.36,11.38
","date,Upper,Middle,Lower,high
2024-02-19,9.88,9.420000000000002,8.96,9.81
2024-02-20,9.88,9.420000000000002,8.96,9.84
2024-02-21,10.8,9.88,8.96,10.8
2024-02-22,10.91,9.935,8.96,10.91
2024-02-23,11.24,10.100000000000001,8.96,11.24
2024-02-26,11.24,10.100000000000001,8.96,10.88
2024-02-27,11.24,10.100000000000001,8.96,10.6
2024-02-28,11.24,10.155000000000001,9.07,10.7
2024-02-29,11.24,10.155000000000001,9.07,10.59
2024-03-01,11.24,10.155000000000001,9.07,10.6
2024-03-04,11.24,10.155000000000001,9.07,10.5
2024-03-05,11.24,10.155000000000001,9.07,10.47
2024-03-06,11.24,10.155000000000001,9.07,10.45
2024-03-07,11.24,10.155000000000001,9.07,10.64
2024-03-08,11.24,10.155000000000001,9.07,10.44
2024-03-11,11.24,10.175,9.11,10.47
2024-03-12,11.24,10.265,9.29,10.59
2024-03-13,11.24,10.36,9.48,10.55
2024-03-14,11.24,10.379999999999999,9.52,10.38
2024-03-15,11.24,10.445,9.65,10.75
2024-03-18,11.24,10.485,9.73,10.61
2024-03-19,11.24,10.504999999999999,9.77,10.54
2024-03-20,11.24,10.719999999999999,10.2,10.47
2024-03-21,11.24,10.719999999999999,10.2,10.52
2024-03-22,10.88,10.54,10.2,10.45
2024-03-25,10.75,10.475,10.2,10.49
2024-03-26,10.75,10.475,10.2,10.66
2024-03-27,10.75,10.475,10.2,10.63
2024-03-28,10.75,10.475,10.2,10.57
2024-03-29,10.75,10.475,10.2,10.57
2024-04-01,10.75,10.475,10.2,10.65
2024-04-02,10.75,10.475,10.2,10.68
2024-04-03,10.75,10.475,10.2,10.55
2024-04-08,10.75,10.475,10.2,10.49
2024-04-09,10.75,10.475,10.2,10.47
2024-04-10,10.75,10.475,10.2,10.41
2024-04-11,10.75,10.434999999999999,10.12,10.29
2024-04-12,10.75,10.395,10.04,10.27
2024-04-15,10.75,10.395,10.04,10.32
2024-04-16,10.68,10.36,10.04,10.39
2024-04-17,10.68,10.36,10.04,10.63
2024-04-18,11.03,10.535,10.04,11.03
2024-04-19,11.03,10.535,10.04,10.82
2024-04-22,11.03,10.535,10.04,10.81
2024-04-23,11.03,10.535,10.04,10.65
2024-04-24,11.03,10.535,10.04,10.57
2024-04-25,11.03,10.535,10.04,10.62
2024-04-26,11.03,10.535,10.04,10.67
2024-04-29,11.03,10.535,10.04,10.9
2024-04-30,11.03,10.535,10.04,10.88
2024-05-06,11.11,10.575,10.04,11.11
2024-05-07,11.11,10.575,10.04,10.89
2024-05-08,11.11,10.575,10.04,10.88
2024-05-09,11.11,10.575,10.04,10.82
2024-05-10,11.11,10.575,10.04,10.96
2024-05-13,11.11,10.575,10.04,11.01
2024-05-14,11.11,10.575,10.04,11.06
2024-05-15,11.11,10.585,10.06,10.92
2024-05-16,11.21,10.71,10.21,11.21
2024-05-17,11.42,10.815000000000001,10.21,11.42
2024-05-20,11.53,10.989999999999998,10.45,11.53
2024-05-21,11.62,11.035,10.45,11.62
2024-05-22,11.74,11.094999999999999,10.45,11.74
2024-05-23,11.74,11.100000000000001,10.46,11.59
2024-05-24,11.74,11.100000000000001,10.46,11.49
2024-05-27,11.74,11.11,10.48,11.53
2024-05-28,11.74,11.11,10.48,11.58
2024-05-29,11.74,11.129999999999999,10.52,11.45
2024-05-30,11.74,11.225000000000001,10.71,11.34
2024-05-31,11.74,11.225000000000001,10.71,11.19
2024-06-03,11.74,11.225000000000001,10.71,11.13
2024-06-04,11.74,11.225000000000001,10.71,11.05
2024-06-05,11.74,11.225000000000001,10.71,11.07
2024-06-06,11.74,11.25,10.76,10.98
2024-06-07,11.74,11.275,10.81,11.01
2024-06-11,11.74,11.265,10.79,11.02
2024-06-12,11.74,11.26,10.78,10.91
2024-06-13,11.74,11.26,10.78,10.93
2024-06-14,11.74,10.865,9.99,10.23
2024-06-17,11.74,10.865,9.99,10.16
2024-06-18,11.74,10.865,9.99,10.16
2024-06-19,11.74,10.865,9.99,10.21
2024-06-20,11.59,10.79,9.99,10.17
2024-06-21,11.58,10.765,9.95,10.09
2024-06-24,11.58,10.73,9.88,10.07
2024-06-25,11.58,10.73,9.88,10.13
2024-06-26,11.45,10.665,9.88,10.13
2024-06-27,11.34,10.61,9.88,10.21
2024-06-28,11.19,10.535,9.88,10.26
2024-07-01,11.13,10.505,9.88,10.35
2024-07-02,11.07,10.475000000000001,9.88,10.48
2024-07-03,11.07,10.475000000000001,9.88,10.43
2024-07-04,11.02,10.45,9.88,10.38
2024-07-05,11.02,10.45,9.88,10.29
2024-07-08,11.02,10.434999999999999,9.85,10.02
2024-07-09,10.93,10.39,9.85,10.1
2024-07-10,10.93,10.39,9.85,10.2
2024-07-11,10.48,10.165,9.85,10.23
2024-07-12,10.48,10.165,9.85,10.31
2024-07-15,10.48,10.165,9.85,10.35
2024-07-16,10.48,10.165,9.85,10.37
2024-07-17,10.48,10.165,9.85,10.42
2024-07-18,10.48,10.165,9.85,10.43
2024-07-19,10.48,10.165,9.85,10.42
2024-07-22,10.48,10.165,9.85,10.38
2024-07-23,10.48,10.165,9.85,10.33
2024-07-24,10.48,10.165,9.85,10.24
2024-07-25,10.48,10.165,9.85,10.15
2024-07-26,10.48,10.165,9.85,10.12
2024-07-29,10.48,10.165,9.85,10.14
2024-07-30,10.43,10.14,9.85,10.13
2024-07-31,10.43,10.14,9.85,10.28
2024-08-01,10.43,10.14,9.85,10.32
2024-08-02,10.43,10.14,9.85,10.25
2024-08-05,10.43,10.17,9.91,10.22
2024-08-06,10.43,10.16,9.89,10.12
2024-08-07,10.43,10.16,9.89,9.98
2024-08-08,10.43,10.16,9.89,9.98
2024-08-09,10.43,10.16,9.89,10.1
2024-08-12,10.43,10.16,9.89,10.05
2024-08-13,10.43,10.16,9.89,10.03
2024-08-14,10.43,10.16,9.89,9.98
2024-08-15,10.42,10.145,9.87,10.06
2024-08-16,10.38,10.125,9.87,10.21
2024-08-19,10.33,10.1,9.87,10.3
2024-08-20,10.43,10.149999999999999,9.87,10.43
2024-08-21,10.43,10.149999999999999,9.87,10.38
2024-08-22,10.45,10.16,9.87,10.45
2024-08-23,10.5,10.184999999999999,9.87,10.5
2024-08-26,10.55,10.21,9.87,10.55
2024-08-27,10.55,10.21,9.87,10.52
2024-08-28,10.55,10.21,9.87,10.43
2024-08-29,10.55,10.21,9.87,10.38
2024-08-30,10.55,10.21,9.87,10.26
2024-09-02,10.55,10.21,9.87,10.21
2024-09-03,10.55,10.21,9.87,10.13
2024-09-04,10.55,10.21,9.87,10.15
2024-09-05,10.55,10.21,9.87,10.08
2024-09-06,10.55,10.21,9.87,10.21
2024-09-09,10.55,10.195,9.84,10.07
2024-09-10,10.55,10.165,9.78,9.92
2024-09-11,10.55,10.09,9.63,9.88
2024-09-12,10.55,10.08,9.61,9.77
2024-09-13,10.55,10.08,9.61,9.82
2024-09-18,10.55,10.08,9.61,9.78
2024-09-19,10.55,10.08,9.61,9.84
2024-09-20,10.55,10.08,9.61,9.9
2024-09-23,10.55,10.08,9.61,10.09
2024-09-24,10.55,10.08,9.61,10.37
2024-09-25,10.7,10.155,9.61,10.7
2024-09-26,11.15,10.379999999999999,9.61,11.15
2024-09-27,11.56,10.585,9.61,11.56
2024-09-30,12.3,10.955,9.61,12.3
2024-10-08,13.43,11.52,9.61,13.43
2024-10-09,13.43,11.52,9.61,12.63
2024-10-10,13.43,11.52,9.61,12.26
2024-10-11,13.43,11.52,9.61,12.17
2024-10-14,13.43,11.52,9.61,12.18
2024-10-15,13.43,11.52,9.61,12.23
2024-10-16,13.43,11.52,9.61,12.18
2024-10-17,13.43,11.52,9.61,12.23
2024-10-18,13.43,11.52,9.61,12.18
2024-10-21,13.43,11.545,9.66,11.94
2024-10-22,13.43,11.545,9.66,11.93
2024-10-23,13.43,11.555,9.68,11.89
2024-10-24,13.43,11.605,9.78,11.86
2024-10-25,13.43,11.649999999999999,9.87,11.78
2024-10-28,13.43,11.754999999999999,10.08,11.68
2024-10-29,13.43,11.94,10.45,11.74
2024-10-30,13.43,11.965,10.5,11.58
2024-10-31,13.43,12.23,11.03,11.44
2024-11-01,13.43,12.335,11.24,11.55
2024-11-04,13.43,12.335,11.24,11.46
2024-11-05,12.63,11.935,11.24,11.66
2024-11-06,12.26,11.75,11.24,11.64
2024-11-07,12.23,11.735,11.24,11.93
2024-11-08,12.23,11.735,11.24,12.01
2024-11-11,12.23,11.735,11.24,11.68
2024-11-12,12.23,11.735,11.24,11.84
2024-11-13,12.23,11.735,11.24,11.7
2024-11-14,12.18,11.71,11.24,11.7
2024-11-15,12.01,11.625,11.24,11.61
2024-11-18,12.04,11.64,11.24,12.04
2024-11-19,12.04,11.64,11.24,11.96
2024-11-20,12.04,11.64,11.24,11.75
2024-11-21,12.04,11.64,11.24,11.65
2024-11-22,12.04,11.64,11.24,11.61
2024-11-25,12.04,11.59,11.14,11.34
2024-11-26,12.04,11.59,11.14,11.31
2024-11-27,12.04,11.59,11.14,11.39
2024-11-28,12.04,11.59,11.14,11.42
2024-11-29,12.04,11.59,11.14,11.46
2024-12-02,12.04,11.59,11.14,11.4
2024-12-03,12.04,11.59,11.14,11.5
2024-12-04,12.04,11.59,11.14,11.53
2024-12-05,12.04,11.59,11.14,11.5
2024-12-06,12.04,11.59,11.14,11.7
2024-12-09,12.04,11.59,11.14,11.72
2024-12-10,12.04,11.59,11.14,11.95
2024-12-11,12.04,11.59,11.14,11.83
2024-12-12,12.04,11.59,11.14,11.87
2024-12-13,12.04,11.59,11.14,11.8
2024-12-16,11.96,11.55,11.14,11.66
2024-12-17,11.95,11.545,11.14,11.65
2024-12-18,11.95,11.545,11.14,11.74
2024-12-19,11.95,11.545,11.14,11.64
2024-12-20,11.95,11.545,11.14,11.7
2024-12-23,11.95,11.545,11.14,11.84
2024-12-24,11.95,11.55,11.15,11.87
2024-12-25,12.02,11.665,11.31,12.02
2024-12-26,12.02,11.665,11.31,11.93
2024-12-27,12.02,11.665,11.31,11.9
2024-12-30,12.02,11.684999999999999,11.35,11.97
2024-12-31,12.02,11.695,11.37,11.99
2025-01-02,12.02,11.705,11.39,11.77
2025-01-03,12.02,11.69,11.36,11.54
"
1593,CN,technical,2024年04月02日-2024年07月24日，长春高新的开盘价大于唐安奇通道上轨的比例（单位：%）？（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low,close,open
2024-03-06,130.98,128.61,129.14,129.99
2024-03-07,128.9,125.09,125.09,128.01
2024-03-08,127.35,125.0,125.6,125.25
2024-03-11,127.98,125.1,127.89,125.65
2024-03-12,130.51,128.06,130.51,128.4
2024-03-13,130.35,127.66,128.29,130.0
2024-03-14,131.55,126.68,128.01,130.99
2024-03-15,130.29,126.81,128.31,127.83
2024-03-18,130.56,127.51,130.56,128.5
2024-03-19,132.86,129.7,132.5,130.5
2024-03-20,132.95,127.8,129.09,132.6
2024-03-21,130.26,127.12,128.12,128.39
2024-03-22,127.86,125.66,125.95,127.58
2024-03-25,126.65,123.08,123.18,125.49
2024-03-26,123.8,120.77,122.5,123.18
2024-03-27,122.34,120.64,120.67,122.02
2024-03-28,122.57,119.94,121.39,120.2
2024-03-29,121.44,119.1,120.19,121.2
2024-04-01,124.4,120.22,123.76,120.43
2024-04-02,123.93,121.8,123.2,123.93
2024-04-03,124.15,122.35,122.9,123.0
2024-04-08,122.98,119.38,119.39,122.6
2024-04-09,121.2,118.3,121.12,119.35
2024-04-10,121.14,117.18,118.08,121.13
2024-04-11,118.82,117.16,117.7,117.4
2024-04-12,121.76,118.01,118.01,118.49
2024-04-15,121.5,118.13,120.92,118.13
2024-04-16,123.38,120.02,120.88,120.7
2024-04-17,121.45,118.5,121.18,120.21
2024-04-18,117.8,115.26,115.95,117.8
2024-04-19,118.39,114.09,117.88,115.3
2024-04-22,114.71,108.85,110.4,114.0
2024-04-23,111.52,108.89,110.9,110.0
2024-04-24,110.78,109.01,109.6,110.5
2024-04-25,111.2,109.03,109.39,109.03
2024-04-26,111.93,109.03,111.42,109.08
2024-04-29,115.9,110.81,114.43,111.43
2024-04-30,114.37,112.73,113.06,114.37
2024-05-06,118.65,114.5,118.25,115.0
2024-05-07,119.3,117.6,118.61,118.6
2024-05-08,119.55,116.8,117.17,118.63
2024-05-09,119.79,116.52,119.22,117.17
2024-05-10,119.46,117.39,117.99,119.23
2024-05-13,117.99,116.25,117.05,117.3
2024-05-14,118.73,116.88,117.47,116.88
2024-05-15,117.7,114.9,114.94,117.19
2024-05-16,115.49,114.39,114.46,115.0
2024-05-17,115.4,113.7,115.32,114.38
2024-05-20,116.94,114.96,116.86,115.39
2024-05-21,116.47,115.33,115.5,116.4
2024-05-22,116.1,114.94,115.41,115.5
2024-05-23,115.6,112.8,112.98,115.5
2024-05-24,113.71,112.17,112.19,112.58
2024-05-27,112.98,110.3,112.2,112.61
2024-05-28,112.0,110.31,110.74,112.0
2024-05-29,111.48,110.45,111.22,110.8
2024-05-30,111.2,102.88,104.49,111.0
2024-05-31,106.2,103.59,104.81,104.7
2024-06-03,106.8,103.61,105.27,104.81
2024-06-04,107.49,104.56,107.08,104.8
2024-06-05,107.39,105.8,106.31,106.68
2024-06-06,107.28,104.18,104.41,106.01
2024-06-07,105.6,102.9,103.69,104.95
2024-06-11,104.58,101.8,104.39,103.2
2024-06-12,105.58,103.56,105.16,104.39
2024-06-13,104.98,103.09,103.75,104.98
2024-06-14,103.58,100.55,100.81,103.34
2024-06-17,102.95,100.6,102.38,100.88
2024-06-18,103.19,101.44,101.97,102.38
2024-06-19,102.34,101.25,101.41,102.04
2024-06-20,101.39,98.0,98.2,101.3
2024-06-21,98.8,97.07,98.01,98.0
2024-06-24,97.4,95.01,95.05,97.23
2024-06-25,95.78,92.72,93.27,94.99
2024-06-26,95.93,92.71,95.68,93.45
2024-06-27,95.3,92.85,93.09,95.0
2024-06-28,93.64,91.25,91.77,92.95
2024-07-01,94.11,90.9,93.29,91.75
2024-07-02,93.45,92.33,92.56,93.17
2024-07-03,93.48,91.73,92.7,92.5
2024-07-04,93.1,89.5,89.75,92.4
2024-07-05,91.01,89.01,90.54,89.5
2024-07-08,90.59,88.18,88.52,90.55
2024-07-09,91.0,87.87,90.2,88.23
2024-07-10,93.55,89.33,91.52,89.89
2024-07-11,95.06,92.4,93.95,93.2
2024-07-12,94.15,92.35,92.77,94.0
2024-07-15,92.65,91.28,91.44,92.31
2024-07-16,93.32,91.21,93.18,91.58
2024-07-17,95.46,92.66,94.96,92.74
2024-07-18,95.65,94.0,94.88,94.53
2024-07-19,95.5,93.94,94.89,94.68
2024-07-22,95.69,94.13,94.66,94.93
2024-07-23,94.34,91.0,91.04,94.29
2024-07-24,91.29,89.78,90.0,90.5
","date,Upper,Middle,Lower,open
2024-04-02,132.95,126.02499999999999,119.1,123.93
2024-04-03,132.95,126.02499999999999,119.1,123.0
2024-04-08,132.95,126.02499999999999,119.1,122.6
2024-04-09,132.95,125.625,118.3,119.35
2024-04-10,132.95,125.065,117.18,121.13
2024-04-11,132.95,125.05499999999999,117.16,117.4
2024-04-12,132.95,125.05499999999999,117.16,118.49
2024-04-15,132.95,125.05499999999999,117.16,118.13
2024-04-16,132.95,125.05499999999999,117.16,120.7
2024-04-17,132.95,125.05499999999999,117.16,120.21
2024-04-18,132.95,124.10499999999999,115.26,117.8
2024-04-19,130.26,122.175,114.09,115.3
2024-04-22,127.86,118.35499999999999,108.85,114.0
2024-04-23,126.65,117.75,108.85,110.0
2024-04-24,124.4,116.625,108.85,110.5
2024-04-25,124.4,116.625,108.85,109.03
2024-04-26,124.4,116.625,108.85,109.08
2024-04-29,124.4,116.625,108.85,111.43
2024-04-30,124.4,116.625,108.85,114.37
2024-05-06,124.15,116.5,108.85,115.0
2024-05-07,124.15,116.5,108.85,118.6
2024-05-08,123.38,116.115,108.85,118.63
2024-05-09,123.38,116.115,108.85,117.17
2024-05-10,123.38,116.115,108.85,119.23
2024-05-13,123.38,116.115,108.85,117.3
2024-05-14,123.38,116.115,108.85,116.88
2024-05-15,123.38,116.115,108.85,117.19
2024-05-16,123.38,116.115,108.85,115.0
2024-05-17,121.45,115.15,108.85,114.38
2024-05-20,119.79,114.32,108.85,115.39
2024-05-21,119.79,114.32,108.85,116.4
2024-05-22,119.79,114.32,108.85,115.5
2024-05-23,119.79,114.34,108.89,115.5
2024-05-24,119.79,114.4,109.01,112.58
2024-05-27,119.79,114.41,109.03,112.61
2024-05-28,119.79,114.41,109.03,112.0
2024-05-29,119.79,115.045,110.3,110.8
2024-05-30,119.79,111.33500000000001,102.88,111.0
2024-05-31,119.79,111.33500000000001,102.88,104.7
2024-06-03,119.79,111.33500000000001,102.88,104.81
2024-06-04,119.79,111.33500000000001,102.88,104.8
2024-06-05,119.79,111.33500000000001,102.88,106.68
2024-06-06,119.46,111.16999999999999,102.88,106.01
2024-06-07,118.73,110.805,102.88,104.95
2024-06-11,118.73,110.265,101.8,103.2
2024-06-12,117.7,109.75,101.8,104.39
2024-06-13,116.94,109.37,101.8,104.98
2024-06-14,116.94,108.745,100.55,103.34
2024-06-17,116.94,108.745,100.55,100.88
2024-06-18,116.47,108.50999999999999,100.55,102.38
2024-06-19,116.1,108.32499999999999,100.55,102.04
2024-06-20,115.6,106.8,98.0,101.3
2024-06-21,113.71,105.38999999999999,97.07,98.0
2024-06-24,112.98,103.995,95.01,97.23
2024-06-25,112.0,102.36,92.72,94.99
2024-06-26,111.48,102.095,92.71,93.45
2024-06-27,111.2,101.955,92.71,95.0
2024-06-28,107.49,99.37,91.25,92.95
2024-07-01,107.49,99.195,90.9,91.75
2024-07-02,107.49,99.195,90.9,93.17
2024-07-03,107.39,99.14500000000001,90.9,92.5
2024-07-04,107.28,98.39,89.5,92.4
2024-07-05,105.6,97.305,89.01,89.5
2024-07-08,105.58,96.88,88.18,90.55
2024-07-09,105.58,96.725,87.87,88.23
2024-07-10,104.98,96.42500000000001,87.87,89.89
2024-07-11,103.58,95.725,87.87,93.2
2024-07-12,103.19,95.53,87.87,94.0
2024-07-15,103.19,95.53,87.87,92.31
2024-07-16,102.34,95.105,87.87,91.58
2024-07-17,101.39,94.63,87.87,92.74
2024-07-18,98.8,93.33500000000001,87.87,94.53
2024-07-19,97.4,92.635,87.87,94.68
2024-07-22,95.93,91.9,87.87,94.93
2024-07-23,95.93,91.9,87.87,94.29
2024-07-24,95.69,91.78,87.87,90.5
"
1594,CN,technical,统计中信证券在2025年03月08日到2025年11月16日间，开盘价小于唐安奇通道上轨的天数占比（%）。（标准版：20日内最高价和最低价，中轨用两者均值）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,100.0,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}；Lower = min_{i=0}^{n-1} L_{t-i}；Middle = (Upper + Lower) / 2,"date,high,low,close,open
2025-02-11,28.13,27.83,27.97,28.11
2025-02-12,28.35,27.71,28.27,27.97
2025-02-13,28.57,28.0,28.12,28.27
2025-02-14,28.37,27.96,28.24,28.0
2025-02-17,28.63,28.1,28.29,28.5
2025-02-18,28.23,27.46,27.54,28.19
2025-02-19,28.16,27.5,27.99,27.55
2025-02-20,28.06,27.72,27.89,27.93
2025-02-21,28.61,27.71,28.46,27.89
2025-02-24,28.68,28.11,28.35,28.46
2025-02-25,28.22,27.72,27.83,28.1
2025-02-26,28.45,27.76,28.45,27.88
2025-02-27,28.5,27.83,28.24,28.23
2025-02-28,28.58,27.3,27.33,28.16
2025-03-03,27.8,27.21,27.36,27.43
2025-03-04,27.49,27.16,27.36,27.22
2025-03-05,27.48,27.12,27.34,27.36
2025-03-06,28.1,27.5,28.0,27.51
2025-03-07,27.89,27.52,27.58,27.8
2025-03-10,27.5,27.14,27.24,27.5
2025-03-11,27.31,26.91,27.3,27.0
2025-03-12,27.72,27.19,27.3,27.3
2025-03-13,27.45,26.98,27.1,27.25
2025-03-14,28.46,27.14,28.07,27.23
2025-03-17,28.18,27.83,27.86,28.18
2025-03-18,28.11,27.84,27.95,27.96
2025-03-19,28.09,27.83,27.93,27.93
2025-03-20,27.95,27.61,27.68,27.93
2025-03-21,27.71,27.05,27.09,27.6
2025-03-24,27.2,27.0,27.19,27.09
2025-03-25,27.22,27.0,27.02,27.2
2025-03-26,27.11,26.94,26.98,27.02
2025-03-27,27.16,26.71,26.9,26.94
2025-03-28,27.03,26.73,26.8,26.98
2025-03-31,26.84,26.3,26.52,26.72
2025-04-01,26.66,26.39,26.44,26.52
2025-04-02,26.61,26.35,26.54,26.4
2025-04-03,26.72,26.3,26.44,26.3
2025-04-07,25.17,23.8,24.02,25.0
2025-04-08,24.59,23.88,24.5,24.11
2025-04-09,25.12,24.15,24.89,24.44
2025-04-10,25.4,24.7,25.14,25.25
2025-04-11,25.59,25.03,25.36,25.13
2025-04-14,25.49,25.21,25.23,25.44
2025-04-15,25.21,24.94,25.11,25.19
2025-04-16,25.25,24.77,25.15,25.09
2025-04-17,25.25,24.97,25.17,25.05
2025-04-18,25.25,25.0,25.15,25.06
2025-04-21,25.28,24.99,25.23,25.07
2025-04-22,25.3,25.08,25.08,25.2
2025-04-23,25.28,25.04,25.13,25.23
2025-04-24,25.25,24.95,25.0,25.12
2025-04-25,25.33,25.08,25.2,25.1
2025-04-28,25.21,25.0,25.13,25.2
2025-04-29,25.2,24.96,25.01,25.14
2025-04-30,25.28,25.02,25.08,25.08
2025-05-06,25.68,25.2,25.51,25.28
2025-05-07,26.42,25.61,25.67,26.28
2025-05-08,26.2,25.55,25.86,25.64
2025-05-09,25.88,25.54,25.55,25.8
2025-05-12,26.38,25.65,26.3,25.78
2025-05-13,26.55,26.06,26.09,26.5
2025-05-14,27.74,26.01,27.07,26.05
2025-05-15,27.01,26.52,26.58,26.8
2025-05-16,26.68,26.13,26.21,26.47
2025-05-19,26.24,26.02,26.11,26.18
2025-05-20,26.28,26.06,26.09,26.16
2025-05-21,26.2,26.03,26.04,26.09
2025-05-22,26.07,25.86,25.99,26.0
2025-05-23,26.15,25.66,25.67,25.93
2025-05-26,25.77,25.53,25.62,25.65
2025-05-27,25.63,25.42,25.51,25.59
2025-05-28,25.58,25.36,25.42,25.54
2025-05-29,25.79,25.41,25.7,25.41
2025-05-30,25.65,25.37,25.52,25.58
2025-06-03,25.78,25.36,25.59,25.4
2025-06-04,26.05,25.56,25.89,25.58
2025-06-05,26.23,25.86,26.18,25.92
2025-06-06,26.28,25.95,25.98,26.18
2025-06-09,26.53,26.08,26.43,26.08
2025-06-10,26.49,25.82,25.95,26.43
2025-06-11,26.7,26.0,26.38,26.05
2025-06-12,26.68,26.06,26.44,26.17
2025-06-13,26.44,26.18,26.3,26.35
2025-06-16,26.75,26.17,26.68,26.2
2025-06-17,26.72,26.52,26.7,26.67
2025-06-18,26.71,26.25,26.38,26.7
2025-06-19,26.42,25.86,25.91,26.35
2025-06-20,26.05,25.88,25.88,25.91
2025-06-23,26.3,25.75,26.23,25.78
2025-06-24,27.07,26.26,26.91,26.28
2025-06-25,28.2,26.85,28.03,26.94
2025-06-26,28.06,27.55,27.57,27.98
2025-06-27,28.46,27.5,27.58,27.65
2025-06-30,27.85,27.35,27.62,27.61
2025-07-01,27.78,27.31,27.39,27.63
2025-07-02,27.52,27.23,27.28,27.4
2025-07-03,27.75,27.36,27.67,27.39
2025-07-04,28.05,27.35,27.66,27.6
2025-07-07,27.91,27.49,27.79,27.53
2025-07-08,28.08,27.71,28.02,27.72
2025-07-09,28.26,27.76,27.81,28.02
2025-07-10,28.42,27.72,28.23,27.78
2025-07-11,29.29,28.16,28.66,28.33
2025-07-14,28.82,28.38,28.41,28.77
2025-07-15,28.62,28.08,28.24,28.45
2025-07-16,28.33,27.9,28.08,28.24
2025-07-17,28.38,28.01,28.25,28.07
2025-07-18,28.46,28.16,28.34,28.3
2025-07-21,29.01,28.34,28.9,28.45
2025-07-22,29.08,28.54,28.93,28.9
2025-07-23,30.06,29.0,29.78,29.01
2025-07-24,30.28,29.48,30.04,29.56
2025-07-25,30.22,29.61,29.7,30.09
2025-07-28,30.43,29.64,29.96,29.73
2025-07-29,29.99,29.45,29.95,29.8
2025-07-30,30.33,29.45,29.78,29.9
2025-07-31,29.9,28.85,29.02,29.59
2025-08-01,29.2,28.7,28.75,29.0
2025-08-04,28.99,28.6,28.91,28.65
2025-08-05,29.28,28.88,29.18,28.96
2025-08-06,29.26,28.96,29.16,29.1
2025-08-07,29.45,28.94,29.11,29.21
2025-08-08,29.11,28.82,28.88,29.1
2025-08-11,29.65,28.89,29.38,28.89
2025-08-12,29.57,29.31,29.48,29.44
2025-08-13,30.06,29.32,29.62,29.65
2025-08-14,30.2,29.57,29.65,29.71
2025-08-15,31.51,29.51,31.1,29.65
2025-08-18,32.3,30.9,31.7,31.19
2025-08-19,31.83,30.94,31.02,31.5
2025-08-20,31.16,30.35,31.15,30.9
2025-08-21,31.42,30.72,30.88,31.35
2025-08-22,32.22,30.86,32.2,30.87
2025-08-25,32.53,31.63,32.14,32.5
2025-08-26,32.09,31.63,31.68,31.94
2025-08-27,32.08,30.87,30.89,31.67
2025-08-28,31.5,30.69,31.5,30.9
2025-08-29,32.08,31.35,31.48,31.7
2025-09-01,31.55,30.9,31.17,31.49
2025-09-02,31.33,30.66,30.78,31.2
2025-09-03,31.07,29.52,29.79,30.97
2025-09-04,29.91,29.2,29.56,29.76
2025-09-05,29.85,29.33,29.83,29.57
2025-09-08,29.8,29.35,29.45,29.8
2025-09-09,29.74,29.38,29.52,29.45
2025-09-10,29.69,29.34,29.48,29.57
2025-09-11,30.33,29.3,30.33,29.39
2025-09-12,30.43,29.7,29.78,30.36
2025-09-15,30.15,29.42,29.59,29.86
2025-09-16,29.86,29.21,29.28,29.6
2025-09-17,29.51,28.96,28.99,29.29
2025-09-18,29.19,28.15,28.35,29.01
2025-09-19,28.6,28.14,28.31,28.25
2025-09-22,28.88,28.36,28.78,28.45
2025-09-23,28.81,28.25,28.5,28.63
2025-09-24,28.87,28.34,28.69,28.35
2025-09-25,28.84,28.55,28.71,28.63
2025-09-26,28.99,28.51,28.72,28.67
2025-09-29,31.49,28.62,30.41,28.72
2025-09-30,30.6,29.74,29.9,30.28
2025-10-09,30.25,29.35,29.65,29.6
2025-10-10,30.27,29.54,29.68,29.64
2025-10-13,29.49,28.81,29.2,28.9
2025-10-14,29.71,28.93,29.03,29.2
2025-10-15,29.73,29.06,29.69,29.14
2025-10-16,29.98,29.5,29.65,29.6
2025-10-17,29.93,29.05,29.09,29.66
2025-10-20,29.54,29.12,29.23,29.4
2025-10-21,30.11,29.21,29.36,29.31
2025-10-22,29.23,29.02,29.19,29.22
2025-10-23,29.58,28.85,29.52,29.2
2025-10-24,30.06,29.5,29.87,29.55
2025-10-27,30.63,29.83,29.99,30.25
2025-10-28,30.34,29.8,30.0,29.98
2025-10-29,30.46,29.85,30.3,29.95
2025-10-30,30.23,29.62,29.68,30.19
2025-10-31,29.87,29.37,29.38,29.72
2025-11-03,29.38,28.93,29.22,29.35
2025-11-04,29.25,28.96,29.08,29.18
2025-11-05,29.17,28.92,29.06,28.93
2025-11-06,29.43,29.1,29.19,29.12
2025-11-07,29.12,28.95,29.0,29.09
2025-11-10,29.46,28.96,29.3,29.0
2025-11-11,29.4,29.0,29.06,29.34
2025-11-12,29.11,28.81,28.9,29.07
2025-11-13,29.12,28.86,29.08,28.88
2025-11-14,28.96,28.62,28.64,28.95
","date,Upper,Middle,Lower,open
2025-03-10,28.68,27.9,27.12,27.5
2025-03-11,28.68,27.795,26.91,27.0
2025-03-12,28.68,27.795,26.91,27.3
2025-03-13,28.68,27.795,26.91,27.25
2025-03-14,28.68,27.795,26.91,27.23
2025-03-17,28.68,27.795,26.91,28.18
2025-03-18,28.68,27.795,26.91,27.96
2025-03-19,28.68,27.795,26.91,27.93
2025-03-20,28.68,27.795,26.91,27.93
2025-03-21,28.68,27.795,26.91,27.6
2025-03-24,28.58,27.744999999999997,26.91,27.09
2025-03-25,28.58,27.744999999999997,26.91,27.2
2025-03-26,28.58,27.744999999999997,26.91,27.02
2025-03-27,28.58,27.645,26.71,26.94
2025-03-28,28.46,27.585,26.71,26.98
2025-03-31,28.46,27.380000000000003,26.3,26.72
2025-04-01,28.46,27.380000000000003,26.3,26.52
2025-04-02,28.46,27.380000000000003,26.3,26.4
2025-04-03,28.46,27.380000000000003,26.3,26.3
2025-04-07,28.46,26.130000000000003,23.8,25.0
2025-04-08,28.46,26.130000000000003,23.8,24.11
2025-04-09,28.46,26.130000000000003,23.8,24.44
2025-04-10,28.46,26.130000000000003,23.8,25.25
2025-04-11,28.46,26.130000000000003,23.8,25.13
2025-04-14,28.18,25.990000000000002,23.8,25.44
2025-04-15,28.11,25.955,23.8,25.19
2025-04-16,28.09,25.945,23.8,25.09
2025-04-17,27.95,25.875,23.8,25.05
2025-04-18,27.71,25.755000000000003,23.8,25.06
2025-04-21,27.22,25.509999999999998,23.8,25.07
2025-04-22,27.22,25.509999999999998,23.8,25.2
2025-04-23,27.16,25.48,23.8,25.23
2025-04-24,27.16,25.48,23.8,25.12
2025-04-25,27.03,25.415,23.8,25.1
2025-04-28,26.84,25.32,23.8,25.2
2025-04-29,26.72,25.259999999999998,23.8,25.14
2025-04-30,26.72,25.259999999999998,23.8,25.08
2025-05-06,26.72,25.259999999999998,23.8,25.28
2025-05-07,26.42,25.11,23.8,26.28
2025-05-08,26.42,25.15,23.88,25.64
2025-05-09,26.42,25.285,24.15,25.8
2025-05-12,26.42,25.560000000000002,24.7,25.78
2025-05-13,26.55,25.66,24.77,26.5
2025-05-14,27.74,26.255,24.77,26.05
2025-05-15,27.74,26.255,24.77,26.8
2025-05-16,27.74,26.255,24.77,26.47
2025-05-19,27.74,26.345,24.95,26.18
2025-05-20,27.74,26.345,24.95,26.16
2025-05-21,27.74,26.345,24.95,26.09
2025-05-22,27.74,26.345,24.95,26.0
2025-05-23,27.74,26.345,24.95,25.93
2025-05-26,27.74,26.345,24.95,25.65
2025-05-27,27.74,26.35,24.96,25.59
2025-05-28,27.74,26.35,24.96,25.54
2025-05-29,27.74,26.35,24.96,25.41
2025-05-30,27.74,26.38,25.02,25.58
2025-06-03,27.74,26.47,25.2,25.4
2025-06-04,27.74,26.549999999999997,25.36,25.58
2025-06-05,27.74,26.549999999999997,25.36,25.92
2025-06-06,27.74,26.549999999999997,25.36,26.18
2025-06-09,27.74,26.549999999999997,25.36,26.08
2025-06-10,27.74,26.549999999999997,25.36,26.43
2025-06-11,27.74,26.549999999999997,25.36,26.05
2025-06-12,27.01,26.185000000000002,25.36,26.17
2025-06-13,26.7,26.03,25.36,26.35
2025-06-16,26.75,26.055,25.36,26.2
2025-06-17,26.75,26.055,25.36,26.67
2025-06-18,26.75,26.055,25.36,26.7
2025-06-19,26.75,26.055,25.36,26.35
2025-06-20,26.75,26.055,25.36,25.91
2025-06-23,26.75,26.055,25.36,25.78
2025-06-24,27.07,26.215,25.36,26.28
2025-06-25,28.2,26.78,25.36,26.94
2025-06-26,28.2,26.78,25.36,27.98
2025-06-27,28.46,26.91,25.36,27.65
2025-06-30,28.46,26.91,25.36,27.61
2025-07-01,28.46,27.009999999999998,25.56,27.63
2025-07-02,28.46,27.105,25.75,27.4
2025-07-03,28.46,27.105,25.75,27.39
2025-07-04,28.46,27.105,25.75,27.6
2025-07-07,28.46,27.105,25.75,27.53
2025-07-08,28.46,27.105,25.75,27.72
2025-07-09,28.46,27.105,25.75,28.02
2025-07-10,28.46,27.105,25.75,27.78
2025-07-11,29.29,27.52,25.75,28.33
2025-07-14,29.29,27.52,25.75,28.77
2025-07-15,29.29,27.52,25.75,28.45
2025-07-16,29.29,27.52,25.75,28.24
2025-07-17,29.29,27.52,25.75,28.07
2025-07-18,29.29,27.52,25.75,28.3
2025-07-21,29.29,27.775,26.26,28.45
2025-07-22,29.29,28.07,26.85,28.9
2025-07-23,30.06,28.645,27.23,29.01
2025-07-24,30.28,28.755000000000003,27.23,29.56
2025-07-25,30.28,28.755000000000003,27.23,30.09
2025-07-28,30.43,28.83,27.23,29.73
2025-07-29,30.43,28.83,27.23,29.8
2025-07-30,30.43,28.89,27.35,29.9
2025-07-31,30.43,28.89,27.35,29.59
2025-08-01,30.43,28.96,27.49,29.0
2025-08-04,30.43,29.07,27.71,28.65
2025-08-05,30.43,29.075,27.72,28.96
2025-08-06,30.43,29.075,27.72,29.1
2025-08-07,30.43,29.165,27.9,29.21
2025-08-08,30.43,29.165,27.9,29.1
2025-08-11,30.43,29.165,27.9,28.89
2025-08-12,30.43,29.165,27.9,29.44
2025-08-13,30.43,29.22,28.01,29.65
2025-08-14,30.43,29.295,28.16,29.71
2025-08-15,31.51,29.925,28.34,29.65
2025-08-18,32.3,30.419999999999998,28.54,31.19
2025-08-19,32.3,30.45,28.6,31.5
2025-08-20,32.3,30.45,28.6,30.9
2025-08-21,32.3,30.45,28.6,31.35
2025-08-22,32.3,30.45,28.6,30.87
2025-08-25,32.53,30.565,28.6,32.5
2025-08-26,32.53,30.565,28.6,31.94
2025-08-27,32.53,30.565,28.6,31.67
2025-08-28,32.53,30.565,28.6,30.9
2025-08-29,32.53,30.565,28.6,31.7
2025-09-01,32.53,30.675,28.82,31.49
2025-09-02,32.53,30.675,28.82,31.2
2025-09-03,32.53,30.675,28.82,30.97
2025-09-04,32.53,30.675,28.82,29.76
2025-09-05,32.53,30.71,28.89,29.57
2025-09-08,32.53,30.865000000000002,29.2,29.8
2025-09-09,32.53,30.865000000000002,29.2,29.45
2025-09-10,32.53,30.865000000000002,29.2,29.57
2025-09-11,32.53,30.865000000000002,29.2,29.39
2025-09-12,32.53,30.865000000000002,29.2,30.36
2025-09-15,32.53,30.865000000000002,29.2,29.86
2025-09-16,32.53,30.865000000000002,29.2,29.6
2025-09-17,32.53,30.745,28.96,29.29
2025-09-18,32.53,30.34,28.15,29.01
2025-09-19,32.53,30.335,28.14,28.25
2025-09-22,32.09,30.115000000000002,28.14,28.45
2025-09-23,32.08,30.11,28.14,28.63
2025-09-24,32.08,30.11,28.14,28.35
2025-09-25,32.08,30.11,28.14,28.63
2025-09-26,31.55,29.845,28.14,28.67
2025-09-29,31.49,29.814999999999998,28.14,28.72
2025-09-30,31.49,29.814999999999998,28.14,30.28
2025-10-09,31.49,29.814999999999998,28.14,29.6
2025-10-10,31.49,29.814999999999998,28.14,29.64
2025-10-13,31.49,29.814999999999998,28.14,28.9
2025-10-14,31.49,29.814999999999998,28.14,29.2
2025-10-15,31.49,29.814999999999998,28.14,29.14
2025-10-16,31.49,29.814999999999998,28.14,29.6
2025-10-17,31.49,29.814999999999998,28.14,29.66
2025-10-20,31.49,29.814999999999998,28.14,29.4
2025-10-21,31.49,29.814999999999998,28.14,29.31
2025-10-22,31.49,29.814999999999998,28.14,29.22
2025-10-23,31.49,29.814999999999998,28.14,29.2
2025-10-24,31.49,29.814999999999998,28.14,29.55
2025-10-27,31.49,29.869999999999997,28.25,30.25
2025-10-28,31.49,29.869999999999997,28.25,29.98
2025-10-29,31.49,29.915,28.34,29.95
2025-10-30,31.49,30.0,28.51,30.19
2025-10-31,31.49,30.0,28.51,29.72
2025-11-03,31.49,30.055,28.62,29.35
2025-11-04,30.63,29.72,28.81,29.18
2025-11-05,30.63,29.72,28.81,28.93
2025-11-06,30.63,29.72,28.81,29.12
2025-11-07,30.63,29.72,28.81,29.09
2025-11-10,30.63,29.740000000000002,28.85,29.0
2025-11-11,30.63,29.740000000000002,28.85,29.34
2025-11-12,30.63,29.72,28.81,29.07
2025-11-13,30.63,29.72,28.81,28.88
2025-11-14,30.63,29.625,28.62,28.95
"
1595,CN,technical,"青岛啤酒2020年04月25日-2020年08月02日, 对于超级趋势，最高价大于下轨的天数占比？（单位：%）（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",95.2381,medium,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2020-02-14,45.34,44.82,45.0
2020-02-17,45.56,44.9,45.5
2020-02-18,45.6,45.03,45.5
2020-02-19,46.18,45.4,45.54
2020-02-20,47.06,45.51,46.5
2020-02-21,46.7,46.09,46.22
2020-02-24,46.0,45.1,45.2
2020-02-25,44.79,43.88,44.24
2020-02-26,44.79,43.0,43.02
2020-02-27,44.15,43.25,43.74
2020-02-28,43.38,42.06,42.7
2020-03-02,43.95,42.6,43.3
2020-03-03,43.93,43.06,43.2
2020-03-04,44.25,42.73,44.25
2020-03-05,46.02,44.33,45.79
2020-03-06,46.05,44.8,45.3
2020-03-09,44.63,43.0,43.67
2020-03-10,44.7,43.0,44.46
2020-03-11,45.5,44.3,44.72
2020-03-12,44.65,43.31,43.68
2020-03-13,43.3,41.01,43.0
2020-03-16,43.27,39.99,40.1
2020-03-17,40.74,37.93,38.25
2020-03-18,39.22,38.11,38.11
2020-03-19,38.24,36.4,37.68
2020-03-20,39.2,37.68,39.2
2020-03-23,39.95,38.0,39.34
2020-03-24,43.27,41.01,43.27
2020-03-25,45.28,43.2,44.88
2020-03-26,45.38,43.9,44.11
2020-03-27,45.7,44.25,44.45
2020-03-30,46.66,43.75,46.1
2020-03-31,46.48,45.36,45.71
2020-04-01,46.2,44.57,45.35
2020-04-02,45.01,43.96,45.01
2020-04-03,46.18,44.78,45.37
2020-04-07,46.95,45.5,46.54
2020-04-08,46.78,45.62,45.81
2020-04-09,46.89,45.41,46.72
2020-04-10,48.63,46.5,47.05
2020-04-13,48.8,46.2,47.9
2020-04-14,47.84,46.8,47.25
2020-04-15,47.66,46.11,46.13
2020-04-16,46.75,45.0,46.55
2020-04-17,47.3,45.92,46.55
2020-04-20,47.01,45.92,46.89
2020-04-21,46.85,45.3,45.67
2020-04-22,46.93,45.12,46.79
2020-04-23,47.76,46.72,47.28
2020-04-24,49.47,46.9,48.82
2020-04-27,50.1,48.35,49.64
2020-04-28,51.0,48.88,50.0
2020-04-29,51.08,48.88,51.05
2020-04-30,54.5,51.28,52.75
2020-05-06,55.26,53.18,55.26
2020-05-07,55.87,54.12,55.5
2020-05-08,57.0,54.7,55.36
2020-05-11,55.66,54.65,54.79
2020-05-12,56.77,54.62,55.93
2020-05-13,59.97,55.55,59.46
2020-05-14,62.37,58.45,60.32
2020-05-15,61.5,60.02,60.68
2020-05-18,61.67,59.6,61.25
2020-05-19,61.09,58.51,60.7
2020-05-20,61.3,59.2,60.81
2020-05-21,61.18,59.41,59.88
2020-05-22,60.36,58.2,58.58
2020-05-25,60.3,56.56,59.58
2020-05-26,61.97,60.17,61.05
2020-05-27,63.27,60.63,61.05
2020-05-28,62.11,60.18,61.9
2020-05-29,63.68,61.28,63.29
2020-06-01,65.0,62.89,64.36
2020-06-02,64.1,61.2,61.76
2020-06-03,63.5,60.77,63.3
2020-06-04,67.3,63.53,67.3
2020-06-05,67.4,63.58,65.54
2020-06-08,65.14,63.03,64.49
2020-06-09,64.85,63.98,64.45
2020-06-10,65.25,64.1,64.99
2020-06-11,64.97,62.51,62.75
2020-06-12,65.06,60.99,64.35
2020-06-15,66.0,63.73,63.75
2020-06-16,65.5,63.9,64.78
2020-06-17,64.95,63.9,64.5
2020-06-18,67.3,63.9,65.98
2020-06-19,70.67,66.31,70.3
2020-06-22,70.3,68.2,68.87
2020-06-23,73.56,68.69,72.7
2020-06-24,72.5,69.28,72.2
2020-06-29,73.5,69.6,71.94
2020-06-30,78.86,71.94,76.5
2020-07-01,81.95,75.2,80.36
2020-07-02,81.18,78.0,78.82
2020-07-03,78.68,74.7,78.54
2020-07-06,78.07,76.07,77.26
2020-07-07,80.22,75.51,79.63
2020-07-08,79.05,77.0,78.39
2020-07-09,78.32,77.01,78.0
2020-07-10,80.53,77.17,78.25
2020-07-13,81.85,76.98,80.85
2020-07-14,84.84,80.0,82.94
2020-07-15,89.37,82.94,86.6
2020-07-16,86.6,78.11,78.31
2020-07-17,83.19,76.5,81.51
2020-07-20,82.99,78.01,80.09
2020-07-21,83.41,78.55,81.77
2020-07-22,86.66,80.46,83.59
2020-07-23,85.5,81.42,85.04
2020-07-24,85.47,79.0,80.33
2020-07-27,82.37,78.78,80.48
2020-07-28,84.6,80.25,83.35
2020-07-29,84.09,81.5,84.05
2020-07-30,87.0,82.61,84.58
2020-07-31,85.0,81.71,83.0
","date,Middle,Upper,Lower,high
2020-02-28,42.72,46.715,40.685,43.38
2020-03-02,43.275000000000006,46.715,40.685,43.95
2020-03-03,43.495000000000005,46.715,40.685,43.93
2020-03-04,43.489999999999995,46.715,40.685,44.25
2020-03-05,45.175,46.715,41.615943249999994,46.02
2020-03-06,45.425,46.715,41.846848924999996,46.05
2020-03-09,43.815,46.715,41.846848924999996,44.63
2020-03-10,43.85,46.715,41.846848924999996,44.7
2020-03-11,44.9,46.715,41.846848924999996,45.5
2020-03-12,43.980000000000004,46.715,41.846848924999996,44.65
2020-03-13,42.155,46.715,41.846848924999996,43.3
2020-03-16,41.63,46.58359528544908,41.846848924999996,43.27
2020-03-17,39.335,44.63623575690417,41.846848924999996,40.74
2020-03-18,38.665,43.76911218121375,41.846848924999996,39.22
2020-03-19,37.32,42.46570096309238,41.846848924999996,38.24
2020-03-20,38.44,42.46570096309238,41.846848924999996,39.2
2020-03-23,38.975,42.46570096309238,41.846848924999996,39.95
2020-03-24,42.14,42.46570096309238,36.313923997905654,43.27
2020-03-25,44.24,42.46570096309238,38.37253159811509,45.28
2020-03-26,44.64,42.46570096309238,38.91527843830358,45.38
2020-03-27,44.975,42.46570096309238,39.34575059447322,45.7
2020-03-30,45.205,42.46570096309238,39.34575059447322,46.66
2020-03-31,45.92,42.46570096309238,40.238607981523316,46.48
2020-04-01,45.385000000000005,42.46570096309238,40.238607981523316,46.2
2020-04-02,44.485,42.46570096309238,40.238607981523316,45.01
2020-04-03,45.480000000000004,42.46570096309238,40.238607981523316,46.18
2020-04-07,46.225,42.46570096309238,40.951187696677444,46.95
2020-04-08,46.2,42.46570096309238,41.1055689270097,46.78
2020-04-09,46.15,42.46570096309238,41.12101203430873,46.89
2020-04-10,47.565,42.46570096309238,42.39991083087785,48.63
2020-04-13,47.5,42.46570096309238,42.39991083087785,48.8
2020-04-14,47.32,42.46570096309238,42.39991083087785,47.84
2020-04-15,46.885,42.46570096309238,42.39991083087785,47.66
2020-04-16,45.875,42.46570096309238,42.39991083087785,46.75
2020-04-17,46.61,42.46570096309238,42.39991083087785,47.3
2020-04-20,46.465,42.46570096309238,42.39991083087785,47.01
2020-04-21,46.075,42.46570096309238,42.39991083087785,46.85
2020-04-22,46.025,42.46570096309238,42.39991083087785,46.93
2020-04-23,47.239999999999995,42.46570096309238,42.491130512570095,47.76
2020-04-24,48.185,42.46570096309238,43.140017461313086,49.47
2020-04-27,49.225,42.46570096309238,44.15951571518178,50.1
2020-04-28,49.94,42.46570096309238,44.7450641436636,51.0
2020-04-29,49.980000000000004,42.46570096309238,44.7450641436636,51.08
2020-04-30,52.89,42.46570096309238,47.05310195636751,54.5
2020-05-06,54.22,42.46570096309238,48.213791760730764,55.26
2020-05-07,54.995,42.46570096309238,49.06441258465769,55.87
2020-05-08,55.85,42.46570096309238,49.82247132619192,57.0
2020-05-11,55.155,42.46570096309238,49.82247132619192,55.66
2020-05-12,55.695,42.46570096309238,49.89500177421546,56.77
2020-05-13,57.76,42.46570096309238,51.214001596793906,59.97
2020-05-14,60.41,42.46570096309238,53.34260143711452,62.37
2020-05-15,60.760000000000005,42.46570096309238,53.95534129340307,61.5
2020-05-18,60.635000000000005,42.46570096309238,53.95534129340307,61.67
2020-05-19,59.8,42.46570096309238,53.95534129340307,61.09
2020-05-20,60.25,42.46570096309238,53.95534129340307,61.3
2020-05-21,60.295,42.46570096309238,53.95534129340307,61.18
2020-05-22,59.28,42.46570096309238,53.95534129340307,60.36
2020-05-25,58.43,42.46570096309238,53.95534129340307,60.3
2020-05-26,61.07,42.46570096309238,53.95534129340307,61.97
2020-05-27,61.95,42.46570096309238,54.748040874669016,63.27
2020-05-28,61.144999999999996,42.46570096309238,54.748040874669016,62.11
2020-05-29,62.480000000000004,42.46570096309238,55.405313108481906,63.68
2020-06-01,63.945,42.46570096309238,56.94478179763371,65.0
2020-06-02,62.65,42.46570096309238,56.94478179763371,64.1
2020-06-03,62.135000000000005,42.46570096309238,56.94478179763371,63.5
2020-06-04,65.41499999999999,42.46570096309238,57.60686093047497,67.3
2020-06-05,65.49000000000001,42.46570096309238,57.60686093047497,67.4
2020-06-08,64.08500000000001,42.46570096309238,57.60686093047497,65.14
2020-06-09,64.41499999999999,42.46570096309238,57.60686093047497,64.85
2020-06-10,64.675,42.46570096309238,57.60686093047497,65.25
2020-06-11,63.739999999999995,42.46570096309238,57.60686093047497,64.97
2020-06-12,63.025000000000006,42.46570096309238,57.60686093047497,65.06
2020-06-15,64.865,42.46570096309238,57.60686093047497,66.0
2020-06-16,64.7,42.46570096309238,57.60686093047497,65.5
2020-06-17,64.425,42.46570096309238,57.60686093047497,64.95
2020-06-18,65.6,42.46570096309238,58.33554026373014,67.3
2020-06-19,68.49000000000001,42.46570096309238,60.54498623735714,70.67
2020-06-22,69.25,42.46570096309238,61.469487613621425,70.3
2020-06-23,71.125,42.46570096309238,62.661538852259284,73.56
2020-06-24,70.89,42.46570096309238,62.661538852259284,72.5
2020-06-29,71.55,42.46570096309238,62.661538852259284,73.5
2020-06-30,75.4,42.46570096309238,65.27007682329702,78.86
2020-07-01,78.575,42.46570096309238,67.43306914096732,81.95
2020-07-02,79.59,42.46570096309238,68.60826222687058,81.18
2020-07-03,76.69,42.46570096309238,68.60826222687058,78.68
2020-07-06,77.07,42.46570096309238,68.60826222687058,78.07
2020-07-07,77.86500000000001,42.46570096309238,68.60826222687058,80.22
2020-07-08,78.025,42.46570096309238,68.60826222687058,79.05
2020-07-09,77.66499999999999,42.46570096309238,68.60826222687058,78.32
2020-07-10,78.85,42.46570096309238,68.74807155611032,80.53
2020-07-13,79.41499999999999,42.46570096309238,68.8622644004993,81.85
2020-07-14,82.42,42.46570096309238,71.47053796044938,84.84
2020-07-15,86.155,42.46570096309238,74.37148416440444,89.37
2020-07-16,82.35499999999999,42.46570096309238,74.37148416440444,86.6
2020-07-17,79.845,42.46570096309238,74.37148416440444,83.19
2020-07-20,80.5,42.46570096309238,74.37148416440444,82.99
2020-07-21,80.97999999999999,42.46570096309238,74.37148416440444,83.41
2020-07-22,83.56,42.46570096309238,74.37148416440444,86.66
2020-07-23,83.46000000000001,42.46570096309238,74.37148416440444,85.5
2020-07-24,82.235,42.46570096309238,74.37148416440444,85.47
2020-07-27,80.575,42.46570096309238,74.37148416440444,82.37
2020-07-28,82.425,42.46570096309238,74.37148416440444,84.6
2020-07-29,82.795,42.46570096309238,74.37148416440444,84.09
2020-07-30,84.805,42.46570096309238,74.37148416440444,87.0
2020-07-31,83.35499999999999,42.46570096309238,74.37148416440444,85.0
"
1596,CN,technical,芒果超媒从2022年11月30日到2023年06月08日，最低价大于超级趋势中轨的天数比例是多少？（单位：%）（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,0.0,medium,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2022-09-14,27.48,26.81,27.24
2022-09-15,28.05,27.0,27.19
2022-09-16,27.36,26.11,26.17
2022-09-19,26.2,25.53,25.88
2022-09-20,26.09,25.42,25.66
2022-09-21,26.14,25.08,25.91
2022-09-22,26.04,25.48,25.52
2022-09-23,25.57,24.72,24.99
2022-09-26,25.25,24.69,24.78
2022-09-27,25.88,24.79,25.82
2022-09-28,25.92,25.42,25.44
2022-09-29,25.98,24.74,24.8
2022-09-30,25.11,24.61,24.93
2022-10-10,24.77,23.63,23.63
2022-10-11,23.86,23.05,23.68
2022-10-12,24.12,23.19,24.1
2022-10-13,24.92,23.9,24.46
2022-10-14,25.75,24.51,25.3
2022-10-17,25.78,25.07,25.37
2022-10-18,25.65,25.07,25.21
2022-10-19,25.34,24.71,24.97
2022-10-20,25.58,24.61,24.92
2022-10-21,25.16,24.21,24.21
2022-10-24,24.75,23.18,23.18
2022-10-25,23.0,20.68,20.84
2022-10-26,22.25,20.98,21.76
2022-10-27,22.44,21.83,22.06
2022-10-28,22.23,21.2,21.3
2022-10-31,22.18,21.19,21.93
2022-11-01,22.82,21.67,22.82
2022-11-02,24.95,23.0,24.06
2022-11-03,24.29,23.4,23.61
2022-11-04,24.65,23.51,24.28
2022-11-07,25.49,23.99,25.39
2022-11-08,25.58,24.5,25.08
2022-11-09,25.0,24.5,24.5
2022-11-10,25.04,24.2,24.83
2022-11-11,25.85,24.95,25.44
2022-11-14,25.8,24.92,25.04
2022-11-15,26.62,24.85,26.42
2022-11-16,27.43,26.09,26.13
2022-11-17,27.3,26.1,26.53
2022-11-18,27.92,26.64,26.75
2022-11-21,26.45,25.57,25.77
2022-11-22,26.01,25.05,25.28
2022-11-23,25.5,24.77,25.17
2022-11-24,25.45,24.7,24.79
2022-11-25,25.02,24.5,24.64
2022-11-28,24.8,23.97,24.76
2022-11-29,25.8,24.7,25.55
2022-11-30,25.6,24.99,25.18
2022-12-01,26.82,25.61,26.52
2022-12-02,26.52,26.09,26.27
2022-12-05,27.21,26.39,27.0
2022-12-06,27.95,26.62,27.0
2022-12-07,27.41,26.31,26.74
2022-12-08,27.08,26.41,26.64
2022-12-09,26.7,25.88,26.51
2022-12-12,26.88,26.2,26.3
2022-12-13,27.6,26.01,27.0
2022-12-14,27.75,26.22,27.35
2022-12-15,27.94,27.11,27.66
2022-12-16,27.67,26.93,27.54
2022-12-19,28.53,27.26,27.65
2022-12-20,27.96,26.64,26.87
2022-12-21,27.99,26.75,27.45
2022-12-22,30.19,27.53,29.95
2022-12-23,30.85,29.28,30.46
2022-12-26,31.36,29.91,30.66
2022-12-27,31.62,30.1,31.21
2022-12-28,31.47,30.47,30.6
2022-12-29,30.87,29.87,29.96
2022-12-30,30.86,29.81,30.02
2023-01-03,32.13,29.83,31.79
2023-01-04,32.25,31.22,31.6
2023-01-05,33.5,31.47,33.34
2023-01-06,33.99,32.9,33.19
2023-01-09,33.42,32.41,32.45
2023-01-10,32.8,31.98,32.47
2023-01-11,32.4,31.66,31.78
2023-01-12,31.85,31.08,31.4
2023-01-13,31.95,31.2,31.89
2023-01-16,32.43,31.23,32.05
2023-01-17,32.15,31.08,31.6
2023-01-18,33.36,31.28,33.21
2023-01-19,32.98,32.4,32.9
2023-01-20,33.1,31.7,32.08
2023-01-30,32.54,30.75,31.09
2023-01-31,31.37,30.26,30.48
2023-02-01,31.4,30.15,31.2
2023-02-02,34.42,30.97,33.32
2023-02-03,34.59,33.32,34.45
2023-02-06,34.95,33.51,34.75
2023-02-07,35.49,34.12,34.97
2023-02-08,34.87,33.51,34.04
2023-02-09,34.17,33.4,33.99
2023-02-10,34.99,33.78,34.55
2023-02-13,35.35,34.11,35.03
2023-02-14,35.32,34.2,34.32
2023-02-15,34.54,33.98,34.3
2023-02-16,36.15,34.1,34.94
2023-02-17,35.32,33.54,33.66
2023-02-20,35.09,33.1,34.7
2023-02-21,34.7,33.03,33.37
2023-02-22,33.51,32.72,32.9
2023-02-23,33.3,32.43,32.92
2023-02-24,32.86,32.32,32.65
2023-02-27,32.57,32.08,32.28
2023-02-28,34.11,32.5,33.52
2023-03-01,35.0,33.31,34.8
2023-03-02,36.2,34.49,35.87
2023-03-03,36.2,35.22,35.9
2023-03-06,36.15,34.96,35.21
2023-03-07,37.09,34.65,34.9
2023-03-08,35.77,34.5,35.62
2023-03-09,37.08,35.53,36.1
2023-03-10,36.08,35.01,35.11
2023-03-13,36.33,34.93,36.1
2023-03-14,36.92,35.2,35.33
2023-03-15,35.8,34.6,34.76
2023-03-16,35.68,34.56,35.2
2023-03-17,36.99,35.37,36.71
2023-03-20,39.5,36.95,37.86
2023-03-21,38.3,36.73,37.0
2023-03-22,37.45,36.05,36.8
2023-03-23,37.72,36.36,36.68
2023-03-24,38.3,36.74,38.09
2023-03-27,40.88,37.9,40.18
2023-03-28,40.2,38.21,39.21
2023-03-29,39.68,36.9,37.2
2023-03-30,37.43,36.06,36.69
2023-03-31,37.39,35.73,37.24
2023-04-03,44.0,37.4,41.8
2023-04-04,42.5,40.02,40.69
2023-04-06,40.2,38.8,39.48
2023-04-07,40.4,38.08,38.5
2023-04-10,40.18,38.13,38.28
2023-04-11,40.8,37.8,39.24
2023-04-12,41.23,38.74,40.15
2023-04-13,42.07,39.21,39.6
2023-04-14,39.49,36.81,38.38
2023-04-17,37.53,34.47,34.87
2023-04-18,34.94,33.58,34.32
2023-04-19,35.53,34.0,34.1
2023-04-20,34.81,33.83,34.3
2023-04-21,34.3,32.48,32.64
2023-04-24,35.6,32.47,34.87
2023-04-25,35.16,33.32,33.81
2023-04-26,34.58,32.68,34.11
2023-04-27,35.31,33.3,34.46
2023-04-28,35.88,33.76,35.88
2023-05-04,38.4,34.71,37.33
2023-05-05,37.38,35.6,35.64
2023-05-08,35.86,33.74,34.06
2023-05-09,34.59,33.0,33.1
2023-05-10,34.06,32.5,32.92
2023-05-11,35.74,32.99,34.82
2023-05-12,35.15,33.0,33.12
2023-05-15,32.94,29.93,31.17
2023-05-16,31.49,29.89,30.09
2023-05-17,30.47,29.67,30.15
2023-05-18,30.35,29.73,30.1
2023-05-19,30.11,29.2,29.52
2023-05-22,29.63,28.63,29.29
2023-05-23,29.9,29.11,29.28
2023-05-24,29.34,28.73,28.84
2023-05-25,28.96,27.9,28.55
2023-05-26,28.94,28.14,28.88
2023-05-29,29.08,28.02,28.23
2023-05-30,29.1,27.7,29.0
2023-05-31,29.54,28.56,29.26
2023-06-01,30.27,28.72,29.88
2023-06-02,30.26,29.62,30.06
2023-06-05,32.73,29.95,31.95
2023-06-06,32.22,31.2,31.51
2023-06-07,32.63,31.32,31.87
2023-06-08,31.86,30.51,31.11
","date,Middle,Upper,Lower,low
2022-09-28,25.67,27.867,23.241200000000003,25.42
2022-09-29,25.36,27.867,23.241200000000003,24.74
2022-09-30,24.86,27.867,23.241200000000003,24.61
2022-10-10,24.2,27.867,23.241200000000003,23.63
2022-10-11,23.455,27.867,23.241200000000003,23.05
2022-10-12,23.655,27.867,23.241200000000003,23.19
2022-10-13,24.41,27.867,23.241200000000003,23.9
2022-10-14,25.130000000000003,27.867,23.241200000000003,24.51
2022-10-17,25.425,27.867,23.241200000000003,25.07
2022-10-18,25.36,27.867,23.241200000000003,25.07
2022-10-19,25.025,27.867,23.241200000000003,24.71
2022-10-20,25.095,27.867,23.241200000000003,24.61
2022-10-21,24.685000000000002,27.867,23.241200000000003,24.21
2022-10-24,23.965,26.77768515982498,23.241200000000003,23.18
2022-10-25,21.84,25.12141664384248,23.241200000000003,20.68
2022-10-26,21.615000000000002,24.991274979458236,23.241200000000003,20.98
2022-10-27,22.134999999999998,24.991274979458236,23.241200000000003,21.83
2022-10-28,21.715,24.942382733361168,23.241200000000003,21.2
2022-10-31,21.685000000000002,24.886644460025053,23.241200000000003,21.19
2022-11-01,22.245,24.886644460025053,23.241200000000003,21.67
2022-11-02,23.975,24.886644460025053,23.241200000000003,23.0
2022-11-03,23.845,24.886644460025053,23.241200000000003,23.4
2022-11-04,24.08,24.886644460025053,23.241200000000003,23.51
2022-11-07,24.74,24.886644460025053,21.18320546279981,23.99
2022-11-08,25.04,24.886644460025053,21.51488491651983,24.5
2022-11-09,24.75,24.886644460025053,21.51488491651983,24.5
2022-11-10,24.619999999999997,24.886644460025053,21.51488491651983,24.2
2022-11-11,25.4,24.886644460025053,22.156451104142953,24.95
2022-11-14,25.36,24.886644460025053,22.17680599372866,24.92
2022-11-15,25.735,24.886644460025053,22.339125394355793,24.85
2022-11-16,26.759999999999998,24.886644460025053,23.301712854920215,26.09
2022-11-17,26.700000000000003,24.886644460025053,23.301712854920215,26.1
2022-11-18,27.28,24.886644460025053,23.737787412485375,26.64
2022-11-21,26.009999999999998,24.886644460025053,23.737787412485375,25.57
2022-11-22,25.53,24.886644460025053,23.737787412485375,25.05
2022-11-23,25.134999999999998,24.886644460025053,23.737787412485375,24.77
2022-11-24,25.075,24.886644460025053,23.737787412485375,24.7
2022-11-25,24.759999999999998,24.886644460025053,23.737787412485375,24.5
2022-11-28,24.384999999999998,24.886644460025053,23.737787412485375,23.97
2022-11-29,25.25,24.886644460025053,23.737787412485375,24.7
2022-11-30,25.295,24.886644460025053,23.737787412485375,24.99
2022-12-01,26.215,24.886644460025053,23.737787412485375,25.61
2022-12-02,26.305,24.886644460025053,23.737787412485375,26.09
2022-12-05,26.8,24.886644460025053,23.875040960317133,26.39
2022-12-06,27.285,24.886644460025053,24.25353686428542,26.62
2022-12-07,26.86,24.886644460025053,24.25353686428542,26.31
2022-12-08,26.744999999999997,24.886644460025053,24.25353686428542,26.41
2022-12-09,26.29,24.886644460025053,24.25353686428542,25.88
2022-12-12,26.54,24.886644460025053,24.25353686428542,26.2
2022-12-13,26.805,24.886644460025053,24.25353686428542,26.01
2022-12-14,26.985,24.886644460025053,24.25353686428542,26.22
2022-12-15,27.525,24.886644460025053,24.422409959723435,27.11
2022-12-16,27.3,24.886644460025053,24.422409959723435,26.93
2022-12-19,27.895000000000003,24.886644460025053,24.801102067375986,27.26
2022-12-20,27.3,24.886644460025053,24.801102067375986,26.64
2022-12-21,27.369999999999997,24.886644460025053,24.801102067375986,26.75
2022-12-22,28.86,24.886644460025053,25.12698840711709,27.53
2022-12-23,30.065,24.886644460025053,26.234289566405383,29.28
2022-12-26,30.634999999999998,24.886644460025053,26.752360609764843,29.91
2022-12-27,30.86,24.886644460025053,26.909624548788358,30.1
2022-12-28,30.97,24.886644460025053,27.114662093909523,30.47
2022-12-29,30.37,24.886644460025053,27.114662093909523,29.87
2022-12-30,30.335,24.886644460025053,27.114662093909523,29.81
2023-01-03,30.98,24.886644460025053,27.114662093909523,29.83
2023-01-04,31.735,24.886644460025053,27.801662799814036,31.22
2023-01-05,32.485,24.886644460025053,28.335996519832634,31.47
2023-01-06,33.445,24.886644460025053,29.38389686784937,32.9
2023-01-09,32.915,24.886644460025053,29.38389686784937,32.41
2023-01-10,32.39,24.886644460025053,29.38389686784937,31.98
2023-01-11,32.03,24.886644460025053,29.38389686784937,31.66
2023-01-12,31.465,24.886644460025053,29.38389686784937,31.08
2023-01-13,31.575,24.886644460025053,29.38389686784937,31.2
2023-01-16,31.83,24.886644460025053,29.38389686784937,31.23
2023-01-17,31.615,24.886644460025053,29.38389686784937,31.08
2023-01-18,32.32,24.886644460025053,29.38389686784937,31.28
2023-01-19,32.69,24.886644460025053,29.38389686784937,32.4
2023-01-20,32.4,24.886644460025053,29.38389686784937,31.7
2023-01-30,31.645,24.886644460025053,29.38389686784937,30.75
2023-01-31,30.815,24.886644460025053,29.38389686784937,30.26
2023-02-01,30.775,24.886644460025053,29.38389686784937,30.15
2023-02-02,32.695,24.886644460025053,29.38389686784937,30.97
2023-02-03,33.955,24.886644460025053,29.60284774491878,33.32
2023-02-06,34.230000000000004,24.886644460025053,29.881062970426903,33.51
2023-02-07,34.805,24.886644460025053,30.47995667338421,34.12
2023-02-08,34.19,24.886644460025053,30.47995667338421,33.51
2023-02-09,33.785,24.886644460025053,30.47995667338421,33.4
2023-02-10,34.385000000000005,24.886644460025053,30.47995667338421,33.78
2023-02-13,34.730000000000004,24.886644460025053,30.687227073407385,34.11
2023-02-14,34.760000000000005,24.886644460025053,30.785504366066647,34.2
2023-02-15,34.26,24.886644460025053,30.785504366066647,33.98
2023-02-16,35.125,24.886644460025053,31.13945853651398,34.1
2023-02-17,34.43,24.886644460025053,31.13945853651398,33.54
2023-02-20,34.095,24.886644460025053,31.13945853651398,33.1
2023-02-21,33.865,24.886644460025053,31.13945853651398,33.03
2023-02-22,33.114999999999995,24.886644460025053,31.13945853651398,32.72
2023-02-23,32.864999999999995,24.886644460025053,31.13945853651398,32.43
2023-02-24,32.59,24.886644460025053,31.13945853651398,32.32
2023-02-27,32.325,24.886644460025053,31.13945853651398,32.08
2023-02-28,33.305,24.886644460025053,31.13945853651398,32.5
2023-03-01,34.155,24.886644460025053,31.13945853651398,33.31
2023-03-02,35.345,24.886644460025053,31.315013000161823,34.49
2023-03-03,35.71,24.886644460025053,31.789011700145643,35.22
2023-03-06,35.555,24.886644460025053,31.789011700145643,34.96
2023-03-07,35.870000000000005,24.886644460025053,31.789011700145643,34.65
2023-03-08,35.135000000000005,24.886644460025053,31.789011700145643,34.5
2023-03-09,36.305,24.886644460025053,32.07136657646555,35.53
2023-03-10,35.545,24.886644460025053,32.07136657646555,35.01
2023-03-13,35.629999999999995,24.886644460025053,32.07136657646555,34.93
2023-03-14,36.06,24.886644460025053,32.07136657646555,35.2
2023-03-15,35.2,24.886644460025053,32.07136657646555,34.6
2023-03-16,35.120000000000005,24.886644460025053,32.07136657646555,34.56
2023-03-17,36.18,24.886644460025053,32.07136657646555,35.37
2023-03-20,38.225,24.886644460025053,33.584831650787095,36.95
2023-03-21,37.515,24.886644460025053,33.584831650787095,36.73
2023-03-22,36.75,24.886644460025053,33.584831650787095,36.05
2023-03-23,37.04,24.886644460025053,33.584831650787095,36.36
2023-03-24,37.519999999999996,24.886644460025053,33.584831650787095,36.74
2023-03-27,39.39,24.886644460025053,34.37294389147327,37.9
2023-03-28,39.205,24.886644460025053,34.37294389147327,38.21
2023-03-29,38.29,24.886644460025053,34.37294389147327,36.9
2023-03-30,36.745000000000005,24.886644460025053,34.37294389147327,36.06
2023-03-31,36.56,24.886644460025053,34.37294389147327,35.73
2023-04-03,40.7,24.886644460025053,34.37294389147327,37.4
2023-04-04,41.260000000000005,24.886644460025053,34.42182175462845,40.02
2023-04-06,39.5,24.886644460025053,34.42182175462845,38.8
2023-04-07,39.239999999999995,24.886644460025053,34.42182175462845,38.08
2023-04-10,39.155,24.886644460025053,34.42182175462845,38.13
2023-04-11,39.3,24.886644460025053,34.42182175462845,37.8
2023-04-12,39.985,24.886644460025053,34.42182175462845,38.74
2023-04-13,40.64,24.886644460025053,34.42182175462845,39.21
2023-04-14,38.150000000000006,24.886644460025053,34.42182175462845,36.81
2023-04-17,36.0,24.886644460025053,34.42182175462845,34.47
2023-04-18,34.26,41.60175582516101,34.42182175462845,33.58
2023-04-19,34.765,41.60175582516101,34.42182175462845,34.0
2023-04-20,34.32,40.97392221838042,34.42182175462845,33.83
2023-04-21,33.39,39.924529996542375,34.42182175462845,32.48
2023-04-24,34.035,39.924529996542375,34.42182175462845,32.47
2023-04-25,34.239999999999995,39.924529996542375,34.42182175462845,33.32
2023-04-26,33.629999999999995,39.924529996542375,34.42182175462845,32.68
2023-04-27,34.305,39.924529996542375,34.42182175462845,33.3
2023-04-28,34.82,39.924529996542375,34.42182175462845,33.76
2023-05-04,36.555,39.924529996542375,34.42182175462845,34.71
2023-05-05,36.49,39.924529996542375,34.42182175462845,35.6
2023-05-08,34.8,39.924529996542375,34.42182175462845,33.74
2023-05-09,33.795,39.924529996542375,34.42182175462845,33.0
2023-05-10,33.28,39.65654396107206,34.42182175462845,32.5
2023-05-11,34.365,39.65654396107206,34.42182175462845,32.99
2023-05-12,34.075,39.65654396107206,34.42182175462845,33.0
2023-05-15,31.435,38.30626054762153,34.42182175462845,29.93
2023-05-16,30.689999999999998,37.35413449285937,34.42182175462845,29.89
2023-05-17,30.07,36.30772104357344,34.42182175462845,29.67
2023-05-18,30.04,35.83994893921609,34.42182175462845,29.73
2023-05-19,29.655,35.14795404529448,34.42182175462845,29.2
2023-05-22,29.13,34.37365864076503,34.42182175462845,28.63
2023-05-23,29.505,34.37365864076503,34.42182175462845,29.11
2023-05-24,29.035,33.67866349901968,34.42182175462845,28.73
2023-05-25,28.43,32.927297149117706,34.42182175462845,27.9
2023-05-26,28.54,32.82756743420594,34.42182175462845,28.14
2023-05-29,28.549999999999997,32.72681069078534,34.42182175462845,28.02
2023-05-30,28.4,32.57912962170681,34.42182175462845,27.7
2023-05-31,29.049999999999997,32.57912962170681,34.42182175462845,28.56
2023-06-01,29.494999999999997,32.57912962170681,34.42182175462845,28.72
2023-06-02,29.94,32.57912962170681,34.42182175462845,29.62
2023-06-05,31.339999999999996,32.57912962170681,34.42182175462845,29.95
2023-06-06,31.71,32.57912962170681,34.42182175462845,31.2
2023-06-07,31.975,32.57912962170681,34.42182175462845,31.32
2023-06-08,31.185000000000002,32.57912962170681,34.42182175462845,30.51
"
1597,CN,technical,在2022年11月20日至2023年08月08日期间，中国东航收盘价大于超级趋势中轨的天数占总天数的百分比？（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,43.2558,medium,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2022-09-02,4.81,4.64,4.76
2022-09-05,4.81,4.71,4.79
2022-09-06,4.98,4.8,4.91
2022-09-07,4.94,4.87,4.91
2022-09-08,5.02,4.9,5.0
2022-09-09,5.06,4.97,5.0
2022-09-13,5.16,4.97,5.12
2022-09-14,5.15,5.03,5.08
2022-09-15,5.13,5.04,5.08
2022-09-16,5.14,4.98,4.98
2022-09-19,5.04,4.91,5.01
2022-09-20,5.05,4.92,5.0
2022-09-21,5.05,4.95,4.95
2022-09-22,4.93,4.82,4.88
2022-09-23,4.94,4.81,4.84
2022-09-26,4.98,4.82,4.92
2022-09-27,5.15,4.91,5.14
2022-09-28,5.21,5.09,5.12
2022-09-29,5.16,4.92,4.96
2022-09-30,5.0,4.84,4.88
2022-10-10,5.02,4.89,4.91
2022-10-11,4.94,4.76,4.83
2022-10-12,4.88,4.75,4.86
2022-10-13,4.88,4.78,4.83
2022-10-14,4.89,4.82,4.87
2022-10-17,4.98,4.78,4.96
2022-10-18,5.28,5.02,5.09
2022-10-19,5.18,4.94,4.94
2022-10-20,5.17,4.87,5.0
2022-10-21,5.1,4.94,5.04
2022-10-24,5.06,4.84,4.86
2022-10-25,4.93,4.81,4.88
2022-10-26,5.08,4.89,5.06
2022-10-27,5.09,4.98,5.0
2022-10-28,5.02,4.89,4.92
2022-10-31,4.9,4.74,4.8
2022-11-01,5.03,4.67,5.01
2022-11-02,5.28,4.92,5.11
2022-11-03,5.25,5.08,5.22
2022-11-04,5.49,5.17,5.4
2022-11-07,5.34,5.22,5.31
2022-11-08,5.36,5.23,5.31
2022-11-09,5.34,5.22,5.23
2022-11-10,5.32,5.1,5.27
2022-11-11,5.48,5.14,5.33
2022-11-14,5.31,5.07,5.09
2022-11-15,5.18,5.06,5.11
2022-11-16,5.22,5.08,5.11
2022-11-17,5.17,5.07,5.12
2022-11-18,5.14,5.07,5.07
2022-11-21,5.05,4.94,4.98
2022-11-22,5.01,4.92,4.96
2022-11-23,5.02,4.92,5.02
2022-11-24,5.02,4.91,4.94
2022-11-25,4.96,4.91,4.95
2022-11-28,5.03,4.85,5.02
2022-11-29,5.22,4.98,5.21
2022-11-30,5.35,5.14,5.35
2022-12-01,5.46,5.18,5.24
2022-12-02,5.25,5.13,5.19
2022-12-05,5.45,5.25,5.41
2022-12-06,5.51,5.36,5.46
2022-12-07,5.82,5.48,5.66
2022-12-08,5.7,5.55,5.6
2022-12-09,5.68,5.48,5.57
2022-12-12,5.73,5.55,5.66
2022-12-13,5.99,5.63,5.74
2022-12-14,5.85,5.69,5.77
2022-12-15,5.87,5.66,5.69
2022-12-16,5.75,5.62,5.75
2022-12-19,5.79,5.61,5.69
2022-12-20,5.73,5.56,5.6
2022-12-21,5.67,5.58,5.61
2022-12-22,5.7,5.57,5.59
2022-12-23,5.65,5.51,5.59
2022-12-26,5.72,5.54,5.56
2022-12-27,5.76,5.49,5.56
2022-12-28,5.59,5.4,5.45
2022-12-29,5.48,5.35,5.4
2022-12-30,5.58,5.39,5.53
2023-01-03,5.57,5.38,5.41
2023-01-04,5.49,5.36,5.46
2023-01-05,5.55,5.45,5.51
2023-01-06,5.49,5.37,5.38
2023-01-09,5.49,5.39,5.48
2023-01-10,5.49,5.38,5.4
2023-01-11,5.42,5.33,5.36
2023-01-12,5.4,5.31,5.38
2023-01-13,5.57,5.34,5.56
2023-01-16,5.64,5.45,5.48
2023-01-17,5.49,5.38,5.45
2023-01-18,5.49,5.39,5.43
2023-01-19,5.43,5.33,5.39
2023-01-20,5.45,5.36,5.44
2023-01-30,5.49,5.32,5.4
2023-01-31,5.43,5.36,5.37
2023-02-01,5.39,5.25,5.31
2023-02-02,5.38,5.27,5.34
2023-02-03,5.35,5.24,5.28
2023-02-06,5.34,5.2,5.3
2023-02-07,5.33,5.26,5.29
2023-02-08,5.33,5.27,5.33
2023-02-09,5.34,5.28,5.34
2023-02-10,5.38,5.31,5.35
2023-02-13,5.51,5.31,5.49
2023-02-14,5.54,5.43,5.47
2023-02-15,5.48,5.4,5.4
2023-02-16,5.58,5.37,5.41
2023-02-17,5.52,5.37,5.38
2023-02-20,5.47,5.39,5.43
2023-02-21,5.45,5.38,5.43
2023-02-22,5.43,5.38,5.4
2023-02-23,5.42,5.35,5.38
2023-02-24,5.39,5.34,5.34
2023-02-27,5.41,5.29,5.36
2023-02-28,5.45,5.34,5.43
2023-03-01,5.47,5.4,5.47
2023-03-02,5.54,5.45,5.51
2023-03-03,5.54,5.48,5.51
2023-03-06,5.6,5.48,5.49
2023-03-07,5.58,5.46,5.51
2023-03-08,5.54,5.45,5.49
2023-03-09,5.54,5.41,5.43
2023-03-10,5.43,5.35,5.35
2023-03-13,5.47,5.34,5.47
2023-03-14,5.52,5.42,5.43
2023-03-15,5.47,5.37,5.39
2023-03-16,5.41,5.27,5.28
2023-03-17,5.42,5.3,5.33
2023-03-20,5.4,5.26,5.27
2023-03-21,5.32,5.26,5.31
2023-03-22,5.35,5.27,5.29
2023-03-23,5.32,5.23,5.31
2023-03-24,5.41,5.23,5.24
2023-03-27,5.27,5.16,5.2
2023-03-28,5.21,5.09,5.09
2023-03-29,5.21,5.09,5.1
2023-03-30,5.22,5.08,5.21
2023-03-31,5.21,5.13,5.15
2023-04-03,5.4,5.15,5.39
2023-04-04,5.62,5.37,5.49
2023-04-06,5.5,5.42,5.46
2023-04-07,5.52,5.39,5.47
2023-04-10,5.47,5.37,5.4
2023-04-11,5.46,5.31,5.34
2023-04-12,5.39,5.28,5.3
2023-04-13,5.32,5.26,5.29
2023-04-14,5.35,5.25,5.3
2023-04-17,5.48,5.27,5.46
2023-04-18,5.47,5.38,5.46
2023-04-19,5.46,5.3,5.32
2023-04-20,5.33,5.27,5.31
2023-04-21,5.35,5.2,5.21
2023-04-24,5.27,5.1,5.17
2023-04-25,5.26,5.04,5.1
2023-04-26,5.18,5.07,5.13
2023-04-27,5.13,5.05,5.11
2023-04-28,5.19,5.08,5.18
2023-05-04,5.21,5.06,5.07
2023-05-05,5.12,5.05,5.08
2023-05-08,5.09,4.95,5.02
2023-05-09,5.13,5.02,5.06
2023-05-10,5.06,4.91,4.95
2023-05-11,4.96,4.92,4.95
2023-05-12,4.96,4.91,4.91
2023-05-15,4.94,4.85,4.94
2023-05-16,4.97,4.91,4.93
2023-05-17,4.95,4.87,4.89
2023-05-18,4.96,4.9,4.93
2023-05-19,4.97,4.88,4.95
2023-05-22,4.98,4.93,4.96
2023-05-23,4.97,4.88,4.88
2023-05-24,4.88,4.73,4.74
2023-05-25,4.75,4.68,4.72
2023-05-26,4.73,4.67,4.72
2023-05-29,4.88,4.74,4.76
2023-05-30,4.75,4.67,4.72
2023-05-31,4.75,4.67,4.67
2023-06-01,4.7,4.55,4.57
2023-06-02,4.65,4.56,4.64
2023-06-05,4.69,4.62,4.67
2023-06-06,4.71,4.63,4.67
2023-06-07,4.7,4.58,4.6
2023-06-08,4.7,4.57,4.7
2023-06-09,4.79,4.67,4.79
2023-06-12,4.8,4.71,4.75
2023-06-13,4.78,4.72,4.74
2023-06-14,4.79,4.69,4.7
2023-06-15,4.73,4.67,4.73
2023-06-16,4.8,4.74,4.79
2023-06-19,4.93,4.77,4.86
2023-06-20,4.88,4.75,4.76
2023-06-21,4.8,4.74,4.74
2023-06-26,4.72,4.63,4.66
2023-06-27,4.79,4.64,4.79
2023-06-28,4.86,4.75,4.85
2023-06-29,4.83,4.71,4.72
2023-06-30,4.77,4.71,4.76
2023-07-03,5.08,4.76,5.03
2023-07-04,5.09,4.98,5.08
2023-07-05,5.07,4.97,5.03
2023-07-06,5.13,4.99,5.03
2023-07-07,5.05,4.98,5.03
2023-07-10,5.06,4.97,5.03
2023-07-11,5.09,5.0,5.08
2023-07-12,4.98,4.7,4.77
2023-07-13,4.84,4.71,4.73
2023-07-14,4.76,4.7,4.71
2023-07-17,4.72,4.66,4.7
2023-07-18,4.82,4.68,4.79
2023-07-19,4.8,4.69,4.71
2023-07-20,4.75,4.69,4.7
2023-07-21,4.75,4.68,4.7
2023-07-24,4.79,4.69,4.74
2023-07-25,4.87,4.78,4.82
2023-07-26,4.82,4.74,4.77
2023-07-27,4.81,4.75,4.76
2023-07-28,4.83,4.74,4.82
2023-07-31,4.93,4.83,4.89
2023-08-01,4.94,4.83,4.86
2023-08-02,4.85,4.78,4.8
2023-08-03,4.83,4.75,4.83
2023-08-04,4.86,4.8,4.81
2023-08-07,4.8,4.76,4.79
2023-08-08,4.81,4.76,4.8
","date,Middle,Upper,Lower,close
2022-09-19,4.975,5.45,4.670000000000001,5.01
2022-09-20,4.984999999999999,5.45,4.670000000000001,5.0
2022-09-21,5.0,5.45,4.670000000000001,4.95
2022-09-22,4.875,5.45,4.670000000000001,4.88
2022-09-23,4.875,5.45,4.670000000000001,4.84
2022-09-26,4.9,5.45,4.670000000000001,4.92
2022-09-27,5.03,5.45,4.670000000000001,5.14
2022-09-28,5.15,5.45,4.73132441,5.12
2022-09-29,5.04,5.45,4.73132441,4.96
2022-09-30,4.92,5.45,4.73132441,4.88
2022-10-10,4.955,5.45,4.73132441,4.91
2022-10-11,4.85,5.45,4.73132441,4.83
2022-10-12,4.8149999999999995,5.45,4.73132441,4.86
2022-10-13,4.83,5.45,4.73132441,4.83
2022-10-14,4.855,5.45,4.73132441,4.87
2022-10-17,4.880000000000001,5.45,4.73132441,4.96
2022-10-18,5.15,5.45,4.73132441,5.09
2022-10-19,5.0600000000000005,5.45,4.73132441,4.94
2022-10-20,5.02,5.45,4.73132441,5.0
2022-10-21,5.02,5.45,4.73132441,5.04
2022-10-24,4.949999999999999,5.45,4.73132441,4.86
2022-10-25,4.869999999999999,5.45,4.73132441,4.88
2022-10-26,4.984999999999999,5.45,4.73132441,5.06
2022-10-27,5.035,5.45,4.73132441,5.0
2022-10-28,4.955,5.45,4.73132441,4.92
2022-10-31,4.82,5.45,4.73132441,4.8
2022-11-01,4.85,5.45,4.73132441,5.01
2022-11-02,5.1,5.45,4.73132441,5.11
2022-11-03,5.165,5.45,4.73132441,5.22
2022-11-04,5.33,5.45,4.73132441,5.4
2022-11-07,5.279999999999999,5.45,4.73132441,5.31
2022-11-08,5.295,5.45,4.73132441,5.31
2022-11-09,5.279999999999999,5.45,4.73132441,5.23
2022-11-10,5.21,5.45,4.73132441,5.27
2022-11-11,5.3100000000000005,5.45,4.73132441,5.33
2022-11-14,5.1899999999999995,5.45,4.73132441,5.09
2022-11-15,5.119999999999999,5.45,4.73132441,5.11
2022-11-16,5.15,5.45,4.73132441,5.11
2022-11-17,5.12,5.45,4.73132441,5.12
2022-11-18,5.105,5.45,4.73132441,5.07
2022-11-21,4.995,5.45,4.73132441,4.98
2022-11-22,4.965,5.45,4.73132441,4.96
2022-11-23,4.97,5.45,4.73132441,5.02
2022-11-24,4.965,5.45,4.73132441,4.94
2022-11-25,4.9350000000000005,5.45,4.73132441,4.95
2022-11-28,4.9399999999999995,5.45,4.73132441,5.02
2022-11-29,5.1,5.45,4.73132441,5.21
2022-11-30,5.244999999999999,5.45,4.760428223212557,5.35
2022-12-01,5.32,5.45,4.799885400891302,5.24
2022-12-02,5.1899999999999995,5.45,4.799885400891302,5.19
2022-12-05,5.35,5.45,4.818307174721954,5.41
2022-12-06,5.4350000000000005,5.45,4.91147645724976,5.46
2022-12-07,5.65,5.45,5.070828811524784,5.66
2022-12-08,5.625,5.45,5.070828811524784,5.6
2022-12-09,5.58,5.45,5.070828811524784,5.57
2022-12-12,5.640000000000001,5.45,5.073334203601568,5.66
2022-12-13,5.8100000000000005,5.45,5.192000783241411,5.74
2022-12-14,5.77,5.45,5.192000783241411,5.77
2022-12-15,5.765000000000001,5.45,5.192000783241411,5.69
2022-12-16,5.6850000000000005,5.45,5.192000783241411,5.75
2022-12-19,5.7,5.45,5.192000783241411,5.69
2022-12-20,5.645,5.45,5.192000783241411,5.6
2022-12-21,5.625,5.45,5.192000783241411,5.61
2022-12-22,5.635,5.45,5.192000783241411,5.59
2022-12-23,5.58,5.45,5.192000783241411,5.59
2022-12-26,5.63,5.45,5.192000783241411,5.56
2022-12-27,5.625,5.45,5.192000783241411,5.56
2022-12-28,5.495,5.45,5.192000783241411,5.45
2022-12-29,5.415,5.45,5.192000783241411,5.4
2022-12-30,5.484999999999999,5.45,5.192000783241411,5.53
2023-01-03,5.475,5.45,5.192000783241411,5.41
2023-01-04,5.425000000000001,5.45,5.192000783241411,5.46
2023-01-05,5.5,5.45,5.192000783241411,5.51
2023-01-06,5.43,5.45,5.192000783241411,5.38
2023-01-09,5.4399999999999995,5.45,5.192000783241411,5.48
2023-01-10,5.4350000000000005,5.45,5.192000783241411,5.4
2023-01-11,5.375,5.45,5.192000783241411,5.36
2023-01-12,5.355,5.45,5.192000783241411,5.38
2023-01-13,5.455,5.45,5.192000783241411,5.56
2023-01-16,5.545,5.45,5.192000783241411,5.48
2023-01-17,5.4350000000000005,5.45,5.192000783241411,5.45
2023-01-18,5.4399999999999995,5.45,5.192000783241411,5.43
2023-01-19,5.38,5.45,5.192000783241411,5.39
2023-01-20,5.405,5.45,5.192000783241411,5.44
2023-01-30,5.405,5.45,5.192000783241411,5.4
2023-01-31,5.395,5.45,5.192000783241411,5.37
2023-02-01,5.32,5.45,5.192000783241411,5.31
2023-02-02,5.324999999999999,5.45,5.192000783241411,5.34
2023-02-03,5.295,5.45,5.192000783241411,5.28
2023-02-06,5.27,5.45,5.192000783241411,5.3
2023-02-07,5.295,5.45,5.192000783241411,5.29
2023-02-08,5.3,5.45,5.192000783241411,5.33
2023-02-09,5.3100000000000005,5.45,5.192000783241411,5.34
2023-02-10,5.345,5.45,5.192000783241411,5.35
2023-02-13,5.41,5.45,5.192000783241411,5.49
2023-02-14,5.484999999999999,5.45,5.192000783241411,5.47
2023-02-15,5.44,5.45,5.192000783241411,5.4
2023-02-16,5.475,5.45,5.192000783241411,5.41
2023-02-17,5.445,5.45,5.192000783241411,5.38
2023-02-20,5.43,5.45,5.192000783241411,5.43
2023-02-21,5.415,5.45,5.192000783241411,5.43
2023-02-22,5.404999999999999,5.45,5.192000783241411,5.4
2023-02-23,5.385,5.45,5.192000783241411,5.38
2023-02-24,5.365,5.45,5.192000783241411,5.34
2023-02-27,5.35,5.45,5.192000783241411,5.36
2023-02-28,5.395,5.45,5.192000783241411,5.43
2023-03-01,5.4350000000000005,5.45,5.192000783241411,5.47
2023-03-02,5.495,5.45,5.1989393934413854,5.51
2023-03-03,5.51,5.45,5.225545454097246,5.51
2023-03-06,5.54,5.45,5.247990908687522,5.49
2023-03-07,5.52,5.45,5.247990908687522,5.51
2023-03-08,5.495,5.45,5.247990908687522,5.49
2023-03-09,5.475,5.45,5.247990908687522,5.43
2023-03-10,5.39,5.45,5.247990908687522,5.35
2023-03-13,5.404999999999999,5.45,5.247990908687522,5.47
2023-03-14,5.47,5.45,5.247990908687522,5.43
2023-03-15,5.42,5.45,5.247990908687522,5.39
2023-03-16,5.34,5.45,5.247990908687522,5.28
2023-03-17,5.359999999999999,5.45,5.247990908687522,5.33
2023-03-20,5.33,5.45,5.247990908687522,5.27
2023-03-21,5.29,5.45,5.247990908687522,5.31
2023-03-22,5.31,5.45,5.247990908687522,5.29
2023-03-23,5.275,5.45,5.247990908687522,5.31
2023-03-24,5.32,5.652097148417055,5.247990908687522,5.24
2023-03-27,5.215,5.546887433575349,5.247990908687522,5.2
2023-03-28,5.15,5.484698690217814,5.247990908687522,5.09
2023-03-29,5.15,5.484698690217814,5.247990908687522,5.1
2023-03-30,5.15,5.484698690217814,5.247990908687522,5.21
2023-03-31,5.17,5.484698690217814,5.247990908687522,5.15
2023-04-03,5.275,5.484698690217814,5.247990908687522,5.39
2023-04-04,5.495,5.484698690217814,5.081186170413283,5.49
2023-04-06,5.46,5.484698690217814,5.081186170413283,5.46
2023-04-07,5.455,5.484698690217814,5.081186170413283,5.47
2023-04-10,5.42,5.484698690217814,5.081186170413283,5.4
2023-04-11,5.385,5.484698690217814,5.081186170413283,5.34
2023-04-12,5.335,5.484698690217814,5.081186170413283,5.3
2023-04-13,5.29,5.484698690217814,5.081186170413283,5.29
2023-04-14,5.3,5.484698690217814,5.081186170413283,5.3
2023-04-17,5.375,5.484698690217814,5.081186170413283,5.46
2023-04-18,5.425,5.484698690217814,5.081186170413283,5.46
2023-04-19,5.38,5.484698690217814,5.081186170413283,5.32
2023-04-20,5.3,5.484698690217814,5.081186170413283,5.31
2023-04-21,5.275,5.484698690217814,5.081186170413283,5.21
2023-04-24,5.185,5.484698690217814,5.081186170413283,5.17
2023-04-25,5.15,5.484698690217814,5.081186170413283,5.1
2023-04-26,5.125,5.484698690217814,5.081186170413283,5.13
2023-04-27,5.09,5.484698690217814,5.081186170413283,5.11
2023-04-28,5.135,5.484698690217814,5.081186170413283,5.18
2023-05-04,5.135,5.52492633572683,5.081186170413283,5.07
2023-05-05,5.085,5.4569337021541475,5.081186170413283,5.08
2023-05-08,5.02,5.396740331938733,5.081186170413283,5.02
2023-05-09,5.074999999999999,5.396740331938733,5.081186170413283,5.06
2023-05-10,4.984999999999999,5.364859668870373,5.081186170413283,4.95
2023-05-11,4.9399999999999995,5.293873701983336,5.081186170413283,4.95
2023-05-12,4.9350000000000005,5.268486331785003,5.081186170413283,4.91
2023-05-15,4.895,5.2221376986065025,5.081186170413283,4.94
2023-05-16,4.9399999999999995,5.2221376986065025,5.081186170413283,4.93
2023-05-17,4.91,5.215181535871267,5.081186170413283,4.89
2023-05-18,4.93,5.215181535871267,5.081186170413283,4.93
2023-05-19,4.925,5.215181535871267,5.081186170413283,4.95
2023-05-22,4.955,5.215181535871267,5.081186170413283,4.96
2023-05-23,4.925,5.202908605685138,5.081186170413283,4.88
2023-05-24,4.805,5.100117745116624,5.081186170413283,4.74
2023-05-25,4.715,5.001605970604962,5.081186170413283,4.72
2023-05-26,4.7,4.975945373544466,5.081186170413283,4.72
2023-05-29,4.8100000000000005,4.975945373544466,5.081186170413283,4.76
2023-05-30,4.71,4.975945373544466,5.081186170413283,4.72
2023-05-31,4.71,4.975945373544466,5.081186170413283,4.67
2023-06-01,4.625,4.929509759582524,5.081186170413283,4.57
2023-06-02,4.605,4.906058783624273,5.081186170413283,4.64
2023-06-05,4.655,4.906058783624273,5.081186170413283,4.67
2023-06-06,4.67,4.906058783624273,5.081186170413283,4.67
2023-06-07,4.640000000000001,4.906058783624273,5.081186170413283,4.6
2023-06-08,4.635,4.906058783624273,5.081186170413283,4.7
2023-06-09,4.73,4.906058783624273,5.081186170413283,4.79
2023-06-12,4.755,4.906058783624273,5.081186170413283,4.75
2023-06-13,4.75,4.906058783624273,5.081186170413283,4.74
2023-06-14,4.74,4.906058783624273,5.081186170413283,4.7
2023-06-15,4.7,4.906058783624273,5.081186170413283,4.73
2023-06-16,4.77,4.906058783624273,5.081186170413283,4.79
2023-06-19,4.85,4.906058783624273,5.081186170413283,4.86
2023-06-20,4.8149999999999995,4.906058783624273,5.081186170413283,4.76
2023-06-21,4.77,4.906058783624273,5.081186170413283,4.74
2023-06-26,4.675,4.906058783624273,5.081186170413283,4.66
2023-06-27,4.715,4.906058783624273,5.081186170413283,4.79
2023-06-28,4.805,4.906058783624273,5.081186170413283,4.85
2023-06-29,4.77,4.906058783624273,5.081186170413283,4.72
2023-06-30,4.74,4.906058783624273,5.081186170413283,4.76
2023-07-03,4.92,4.906058783624273,4.545297896790914,5.03
2023-07-04,5.035,4.906058783624273,4.664768107111823,5.08
2023-07-05,5.02,4.906058783624273,4.664768107111823,5.03
2023-07-06,5.0600000000000005,4.906058783624273,4.6884121667605765,5.03
2023-07-07,5.015000000000001,4.906058783624273,4.6884121667605765,5.03
2023-07-10,5.015,4.906058783624273,4.6884121667605765,5.03
2023-07-11,5.045,4.906058783624273,4.70580246956846,5.08
2023-07-12,4.84,4.906058783624273,4.70580246956846,4.77
2023-07-13,4.775,4.906058783624273,4.70580246956846,4.73
2023-07-14,4.73,4.906058783624273,4.70580246956846,4.71
2023-07-17,4.6899999999999995,5.061443499716132,4.70580246956846,4.7
2023-07-18,4.75,5.061443499716132,4.70580246956846,4.79
2023-07-19,4.745,5.061443499716132,4.70580246956846,4.71
2023-07-20,4.720000000000001,5.061443499716132,4.70580246956846,4.7
2023-07-21,4.715,5.053252080163754,4.70580246956846,4.7
2023-07-24,4.74,5.053252080163754,4.70580246956846,4.74
2023-07-25,4.825,5.053252080163754,4.70580246956846,4.82
2023-07-26,4.78,5.053252080163754,4.70580246956846,4.77
2023-07-27,4.779999999999999,5.053252080163754,4.70580246956846,4.76
2023-07-28,4.785,5.053252080163754,4.70580246956846,4.82
2023-07-31,4.88,5.053252080163754,4.70580246956846,4.89
2023-08-01,4.885,5.053252080163754,4.70580246956846,4.86
2023-08-02,4.8149999999999995,5.053252080163754,4.70580246956846,4.8
2023-08-03,4.79,5.053252080163754,4.70580246956846,4.83
2023-08-04,4.83,5.053252080163754,4.70580246956846,4.81
2023-08-07,4.779999999999999,5.053252080163754,4.70580246956846,4.79
2023-08-08,4.785,5.046851796076983,4.70580246956846,4.8
"
1598,CN,technical,2021年06月16日-2021年11月24日，爱尔眼科的最低价小于超级趋势上轨的比例（单位：%）？（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,67.7852,medium,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2021-03-31,60.42,58.9,59.25
2021-04-01,63.15,59.43,63.0
2021-04-02,65.08,62.41,64.51
2021-04-06,65.6,62.42,62.96
2021-04-07,62.84,60.29,60.77
2021-04-08,61.77,60.0,61.3
2021-04-09,62.6,60.32,61.3
2021-04-12,61.3,57.2,58.03
2021-04-13,61.08,57.95,59.65
2021-04-14,61.7,59.75,60.71
2021-04-15,60.95,58.86,59.75
2021-04-16,61.29,58.51,59.4
2021-04-19,61.48,58.6,61.27
2021-04-20,63.0,60.1,61.93
2021-04-21,63.79,60.56,63.4
2021-04-22,64.13,61.61,63.65
2021-04-23,73.66,65.88,70.63
2021-04-26,72.77,70.28,70.43
2021-04-27,74.23,69.51,73.98
2021-04-28,76.0,73.01,75.35
2021-04-29,76.0,73.21,74.76
2021-04-30,75.7,74.34,74.48
2021-05-06,74.57,71.25,72.39
2021-05-07,73.77,69.29,69.29
2021-05-10,71.77,68.4,69.5
2021-05-11,72.22,67.25,71.78
2021-05-12,75.45,70.8,74.73
2021-05-13,75.19,72.2,74.99
2021-05-14,76.69,73.52,74.72
2021-05-17,78.9,74.99,77.89
2021-05-18,78.68,76.71,77.9
2021-05-19,78.68,76.62,78.22
2021-05-20,78.48,76.88,77.66
2021-05-21,80.1,76.79,79.69
2021-05-24,80.23,76.81,79.17
2021-05-25,82.96,78.97,82.49
2021-05-26,82.7,81.0,81.5
2021-05-27,84.99,80.84,84.01
2021-05-28,86.34,83.0,83.89
2021-05-31,84.68,82.15,83.86
2021-06-01,86.58,83.08,86.01
2021-06-02,86.0,84.2,85.1
2021-06-03,86.65,83.09,85.5
2021-06-04,86.5,84.19,85.21
2021-06-07,84.98,81.41,83.9
2021-06-08,86.19,81.9,83.9
2021-06-09,86.74,83.01,85.86
2021-06-10,88.5,86.26,87.01
2021-06-11,87.8,85.09,85.89
2021-06-15,86.45,83.65,84.9
2021-06-16,86.01,81.0,81.07
2021-06-17,84.25,80.09,82.48
2021-06-18,85.35,82.11,84.0
2021-06-21,84.28,81.52,82.85
2021-06-22,88.0,81.4,87.3
2021-06-23,87.53,85.18,85.83
2021-06-24,66.49,64.0,64.87
2021-06-25,68.5,64.91,67.58
2021-06-28,70.67,67.28,69.9
2021-06-29,70.68,68.13,69.26
2021-06-30,71.7,69.01,70.98
2021-07-01,72.27,70.07,71.28
2021-07-02,71.3,68.23,68.28
2021-07-05,70.2,67.49,68.67
2021-07-06,69.15,61.1,63.41
2021-07-07,68.24,62.74,67.22
2021-07-08,68.35,64.7,64.88
2021-07-09,65.7,60.61,63.83
2021-07-12,66.58,62.39,66.0
2021-07-13,68.1,65.5,66.3
2021-07-14,67.95,65.0,66.66
2021-07-15,67.5,65.68,67.02
2021-07-16,66.77,64.6,65.11
2021-07-19,66.7,64.05,66.43
2021-07-20,66.87,65.5,66.38
2021-07-21,67.67,65.75,67.33
2021-07-22,68.43,65.01,65.5
2021-07-23,65.19,63.0,63.39
2021-07-26,60.99,54.5,56.8
2021-07-27,57.43,54.42,55.22
2021-07-28,58.08,53.28,57.51
2021-07-29,61.97,59.0,61.01
2021-07-30,60.1,57.41,58.7
2021-08-02,58.27,53.5,57.75
2021-08-03,59.75,56.4,59.27
2021-08-04,59.22,57.03,58.04
2021-08-05,58.19,56.2,56.5
2021-08-06,57.47,55.55,56.1
2021-08-09,58.55,55.92,57.07
2021-08-10,57.98,54.85,57.71
2021-08-11,58.34,55.14,55.54
2021-08-12,56.0,54.65,54.78
2021-08-13,55.29,52.25,52.94
2021-08-16,54.22,52.6,53.7
2021-08-17,54.29,52.0,52.0
2021-08-18,52.97,50.1,50.7
2021-08-19,51.88,49.66,50.07
2021-08-20,49.5,46.28,46.75
2021-08-23,47.52,45.65,46.35
2021-08-24,50.2,46.5,49.55
2021-08-25,51.51,49.76,50.96
2021-08-26,51.29,48.32,48.71
2021-08-27,49.5,46.72,47.05
2021-08-30,47.1,44.5,46.0
2021-08-31,46.09,41.88,42.2
2021-09-01,43.3,40.35,42.8
2021-09-02,43.15,40.78,40.86
2021-09-03,41.96,39.87,41.12
2021-09-06,45.77,40.17,44.9
2021-09-07,45.34,43.67,45.01
2021-09-08,45.35,44.09,44.81
2021-09-09,46.0,44.63,45.18
2021-09-10,45.8,44.31,44.91
2021-09-13,47.11,45.02,45.8
2021-09-14,47.7,45.46,46.9
2021-09-15,47.06,45.46,45.83
2021-09-16,50.06,44.86,48.69
2021-09-17,53.49,47.6,52.06
2021-09-22,54.88,50.79,53.52
2021-09-23,53.93,51.67,52.35
2021-09-24,53.2,51.46,51.88
2021-09-27,55.29,52.19,54.57
2021-09-28,54.94,53.01,53.68
2021-09-29,53.6,51.45,52.63
2021-09-30,53.88,52.37,53.4
2021-10-08,54.65,52.74,53.18
2021-10-11,53.6,51.1,51.44
2021-10-12,52.24,50.6,51.4
2021-10-13,52.98,50.77,52.48
2021-10-14,52.78,47.9,48.01
2021-10-15,48.06,46.39,47.12
2021-10-18,47.86,46.25,47.27
2021-10-19,47.85,46.84,47.18
2021-10-20,47.73,45.18,46.81
2021-10-21,47.48,46.23,46.58
2021-10-22,47.23,46.35,46.7
2021-10-25,47.69,46.32,47.32
2021-10-26,49.42,45.01,48.19
2021-10-27,48.19,45.39,46.06
2021-10-28,46.67,45.11,45.76
2021-10-29,49.1,45.4,48.53
2021-11-01,48.33,45.74,46.1
2021-11-02,46.85,45.42,46.5
2021-11-03,48.2,46.1,47.46
2021-11-04,48.0,46.7,47.55
2021-11-05,49.3,47.06,48.49
2021-11-08,48.93,47.66,47.7
2021-11-09,48.85,46.22,48.23
2021-11-10,48.18,46.35,46.75
2021-11-11,48.35,46.03,48.22
2021-11-12,48.48,47.29,47.59
2021-11-15,48.38,47.39,48.34
2021-11-16,50.5,48.34,50.1
2021-11-17,51.0,49.2,49.43
2021-11-18,49.07,47.45,47.7
2021-11-19,47.7,46.88,47.26
2021-11-22,47.47,46.51,47.09
2021-11-23,47.5,46.71,46.86
2021-11-24,47.8,46.11,47.45
","date,Middle,Upper,Lower,low
2021-04-15,59.905,68.906,52.544000000000004,58.86
2021-04-16,59.9,68.906,52.544000000000004,58.51
2021-04-19,60.04,68.906,52.544000000000004,58.6
2021-04-20,61.55,68.906,53.4022229,60.1
2021-04-21,62.175,68.906,53.87300061,60.56
2021-04-22,62.87,68.906,54.642200548999995,61.61
2021-04-23,69.77,68.906,59.361980494099996,65.88
2021-04-26,71.525,68.906,61.410782444690014,70.28
2021-04-27,71.87,68.906,61.410782444690014,69.51
2021-04-28,74.505,68.906,64.1410837801989,73.01
2021-04-29,74.60499999999999,68.906,64.440475402179,73.21
2021-04-30,75.02000000000001,68.906,65.46392786196112,74.34
2021-05-06,72.91,68.906,65.46392786196112,71.25
2021-05-07,71.53,68.906,65.46392786196112,69.29
2021-05-10,70.08500000000001,68.906,65.46392786196112,68.4
2021-05-11,69.735,68.906,65.46392786196112,67.25
2021-05-12,73.125,68.906,65.46392786196112,70.8
2021-05-13,73.695,68.906,65.46392786196112,72.2
2021-05-14,75.10499999999999,68.906,65.46392786196112,73.52
2021-05-17,76.945,68.906,66.21212838177966,74.99
2021-05-18,77.695,68.906,67.44441554360169,76.71
2021-05-19,77.65,68.906,67.80647398924154,76.62
2021-05-20,77.68,68.906,68.34082659031738,76.88
2021-05-21,78.445,68.906,69.04674393128563,76.79
2021-05-24,78.52000000000001,68.906,69.04674393128563,76.81
2021-05-25,80.965,68.906,71.23201258434136,78.97
2021-05-26,81.85,68.906,72.58031132590722,81.0
2021-05-27,82.91499999999999,68.906,73.3272801933165,80.84
2021-05-28,84.67,68.906,75.03905217398486,83.0
2021-05-31,83.415,68.906,75.03905217398486,82.15
2021-06-01,84.83,68.906,75.29583226092774,83.08
2021-06-02,85.1,68.906,75.97624903483495,84.2
2021-06-03,84.87,68.906,75.97624903483495,83.09
2021-06-04,85.345,68.906,76.30056171821631,84.19
2021-06-07,83.195,68.906,76.30056171821631,81.41
2021-06-08,84.045,68.906,76.30056171821631,81.9
2021-06-09,84.875,68.906,76.30056171821631,83.01
2021-06-10,87.38,68.906,77.77331404332173,86.26
2021-06-11,86.445,68.906,77.77331404332173,85.09
2021-06-15,85.05000000000001,68.906,77.77331404332173,83.65
2021-06-16,83.505,68.906,77.77331404332173,81.0
2021-06-17,82.17,68.906,77.77331404332173,80.09
2021-06-18,83.72999999999999,68.906,77.77331404332173,82.11
2021-06-21,82.9,68.906,77.77331404332173,81.52
2021-06-22,84.7,68.906,77.77331404332173,81.4
2021-06-23,86.355,68.906,77.77331404332173,85.18
2021-06-24,65.245,81.28289475173572,77.77331404332173,64.0
2021-06-25,66.705,81.28289475173572,77.77331404332173,64.91
2021-06-28,68.975,81.28289475173572,77.77331404332173,67.28
2021-06-29,69.405,81.28289475173572,77.77331404332173,68.13
2021-06-30,70.355,81.28289475173572,77.77331404332173,69.01
2021-07-01,71.16999999999999,81.28289475173572,77.77331404332173,70.07
2021-07-02,69.765,81.28289475173572,77.77331404332173,68.23
2021-07-05,68.845,80.96186242128147,77.77331404332173,67.49
2021-07-06,65.125,78.44517617915332,77.77331404332173,61.1
2021-07-07,65.49,78.44517617915332,77.77331404332173,62.74
2021-07-08,66.525,78.44517617915332,77.77331404332173,64.7
2021-07-09,63.155,76.71440843460277,77.77331404332173,60.61
2021-07-12,64.485,76.71440843460277,77.77331404332173,62.39
2021-07-13,66.8,76.71440843460277,77.77331404332173,65.5
2021-07-14,66.475,76.71440843460277,77.77331404332173,65.0
2021-07-15,66.59,76.71440843460277,77.77331404332173,65.68
2021-07-16,65.685,76.71440843460277,77.77331404332173,64.6
2021-07-19,65.375,76.37085450789374,77.77331404332173,64.05
2021-07-20,66.185,76.37085450789374,77.77331404332173,65.5
2021-07-21,66.71000000000001,76.37085450789374,77.77331404332173,65.75
2021-07-22,66.72,76.37085450789374,77.77331404332173,65.01
2021-07-23,64.095,73.74895914262908,77.77331404332173,63.0
2021-07-26,57.745000000000005,69.10056322836618,77.77331404332173,54.5
2021-07-27,55.925,67.04800690552955,77.77331404332173,54.42
2021-07-28,55.68,67.04800690552955,77.77331404332173,53.28
2021-07-29,60.485,67.04800690552955,77.77331404332173,59.0
2021-07-30,58.754999999999995,67.04800690552955,77.77331404332173,57.41
2021-08-02,55.885000000000005,67.04800690552955,77.77331404332173,53.5
2021-08-03,58.075,67.04800690552955,77.77331404332173,56.4
2021-08-04,58.125,67.04800690552955,77.77331404332173,57.03
2021-08-05,57.195,67.04800690552955,77.77331404332173,56.2
2021-08-06,56.51,66.74941554343404,77.77331404332173,55.55
2021-08-09,57.235,66.74941554343404,77.77331404332173,55.92
2021-08-10,56.415,66.35802659018157,77.77331404332173,54.85
2021-08-11,56.74,66.35802659018157,77.77331404332173,55.14
2021-08-12,55.325,64.64785153804708,77.77331404332173,54.65
2021-08-13,53.769999999999996,63.072566384242364,77.77331404332173,52.25
2021-08-16,53.41,62.26830974581812,77.77331404332173,52.6
2021-08-17,53.144999999999996,61.80447877123631,77.77331404332173,52.0
2021-08-18,51.535,60.18953089411268,77.77331404332173,50.1
2021-08-19,50.769999999999996,59.225077804701414,77.77331404332173,49.66
2021-08-20,47.89,56.636570024231276,77.77331404332173,46.28
2021-08-23,46.585,55.01791302180815,77.77331404332173,45.65
2021-08-24,48.35,55.01791302180815,77.77331404332173,46.5
2021-08-25,50.635,55.01791302180815,77.77331404332173,49.76
2021-08-26,49.805,55.01791302180815,77.77331404332173,48.32
2021-08-27,48.11,55.01791302180815,77.77331404332173,46.72
2021-08-30,45.8,54.218308310247494,77.77331404332173,44.5
2021-08-31,43.985,52.82447747922275,77.77331404332173,41.88
2021-09-01,41.825,50.665529731300474,77.77331404332173,40.35
2021-09-02,41.965,50.63247675817043,77.77331404332173,40.78
2021-09-03,40.915,49.34272908235338,77.77331404332173,39.87
2021-09-06,42.97,49.34272908235338,77.77331404332173,40.17
2021-09-07,44.505,49.34272908235338,77.77331404332173,43.67
2021-09-08,44.72,49.34272908235338,77.77331404332173,44.09
2021-09-09,45.315,49.34272908235338,77.77331404332173,44.63
2021-09-10,45.055,49.34272908235338,77.77331404332173,44.31
2021-09-13,46.065,49.34272908235338,77.77331404332173,45.02
2021-09-14,46.58,49.34272908235338,77.77331404332173,45.46
2021-09-15,46.260000000000005,49.34272908235338,77.77331404332173,45.46
2021-09-16,47.46,49.34272908235338,77.77331404332173,44.86
2021-09-17,50.545,49.34272908235338,41.594020567049625,47.6
2021-09-22,52.835,49.34272908235338,43.552118510344656,50.79
2021-09-23,52.8,49.34272908235338,43.76740665931019,51.67
2021-09-24,52.33,49.34272908235338,43.76740665931019,51.46
2021-09-27,53.739999999999995,49.34272908235338,44.93079939404125,52.19
2021-09-28,53.974999999999994,49.34272908235338,45.46771945463713,53.01
2021-09-29,52.525000000000006,49.34272908235338,45.46771945463713,51.45
2021-09-30,53.125,49.34272908235338,45.46771945463713,52.37
2021-10-08,53.695,49.34272908235338,45.970602482430465,52.74
2021-10-11,52.35,49.34272908235338,45.970602482430465,51.1
2021-10-12,51.42,49.34272908235338,45.970602482430465,50.6
2021-10-13,51.875,49.34272908235338,45.970602482430465,50.77
2021-10-14,50.34,49.34272908235338,45.970602482430465,47.9
2021-10-15,47.225,49.34272908235338,45.970602482430465,46.39
2021-10-18,47.055,49.34272908235338,45.970602482430465,46.25
2021-10-19,47.345,49.34272908235338,45.970602482430465,46.84
2021-10-20,46.455,49.34272908235338,45.970602482430465,45.18
2021-10-21,46.855,49.34272908235338,45.970602482430465,46.23
2021-10-22,46.79,49.34272908235338,45.970602482430465,46.35
2021-10-25,47.004999999999995,49.34272908235338,45.970602482430465,46.32
2021-10-26,47.215,49.34272908235338,45.970602482430465,45.01
2021-10-27,46.79,49.34272908235338,45.970602482430465,45.39
2021-10-28,45.89,52.64859412219694,45.970602482430465,45.11
2021-10-29,47.25,52.64859412219694,45.970602482430465,45.4
2021-11-01,47.035,52.64859412219694,45.970602482430465,45.74
2021-11-02,46.135000000000005,52.64859412219694,45.970602482430465,45.42
2021-11-03,47.150000000000006,52.64859412219694,45.970602482430465,46.1
2021-11-04,47.35,52.64859412219694,45.970602482430465,46.7
2021-11-05,48.18,52.64859412219694,45.970602482430465,47.06
2021-11-08,48.295,52.64859412219694,45.970602482430465,47.66
2021-11-09,47.535,52.64859412219694,45.970602482430465,46.22
2021-11-10,47.265,52.64859412219694,45.970602482430465,46.35
2021-11-11,47.19,52.64859412219694,45.970602482430465,46.03
2021-11-12,47.885,52.64859412219694,45.970602482430465,47.29
2021-11-15,47.885000000000005,52.64859412219694,45.970602482430465,47.39
2021-11-16,49.42,52.64859412219694,45.970602482430465,48.34
2021-11-17,50.1,52.64859412219694,45.970602482430465,49.2
2021-11-18,48.260000000000005,52.64859412219694,45.970602482430465,47.45
2021-11-19,47.290000000000006,52.64859412219694,45.970602482430465,46.88
2021-11-22,46.989999999999995,52.263118534583214,45.970602482430465,46.51
2021-11-23,47.105000000000004,52.0878066811249,45.970602482430465,46.71
2021-11-24,46.955,51.9465260130124,45.970602482430465,46.11
"
1599,CN,technical,统计中金黄金在2023年06月12日到2024年01月28日间，最高价大于超级趋势中轨的天数占比（%）。（标准版：周期10，乘数3；回看前5n个数据）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,100.0,medium,channel,"Mid_t = (H_t + L_t) / 2；BasicUpper_t = Mid_t + m * ATR_n^{Wilder}；BasicLower_t = Mid_t - m * ATR_n^{Wilder}；多头时 Lower_t = max(BasicLower_t, Lower_{t-1})，若 C_t < Lower_t 则翻空；空头时 Upper_t = min(BasicUpper_t, Upper_{t-1})，若 C_t > Upper_t 则翻多","date,high,low,close
2023-03-28,10.08,9.75,9.85
2023-03-29,9.96,9.76,9.8
2023-03-30,9.84,9.65,9.81
2023-03-31,10.69,9.9,10.53
2023-04-03,10.43,10.16,10.21
2023-04-04,10.95,10.33,10.89
2023-04-06,11.57,11.08,11.38
2023-04-07,11.68,11.18,11.44
2023-04-10,11.62,11.18,11.4
2023-04-11,12.05,11.2,12.0
2023-04-12,12.51,11.86,12.24
2023-04-13,12.44,11.81,12.07
2023-04-14,12.5,12.13,12.26
2023-04-17,12.16,11.65,12.04
2023-04-18,12.13,11.82,11.97
2023-04-19,12.12,11.75,11.79
2023-04-20,11.86,11.4,11.67
2023-04-21,11.77,11.46,11.5
2023-04-24,11.56,11.18,11.25
2023-04-25,11.77,11.41,11.73
2023-04-26,11.83,11.39,11.61
2023-04-27,12.08,11.26,11.93
2023-04-28,12.02,11.61,11.92
2023-05-04,12.72,12.31,12.42
2023-05-05,12.77,12.11,12.21
2023-05-08,12.22,11.68,12.2
2023-05-09,12.2,11.85,11.88
2023-05-10,12.37,11.76,11.89
2023-05-11,12.12,11.5,11.65
2023-05-12,11.49,11.03,11.07
2023-05-15,11.18,10.86,11.07
2023-05-16,11.15,10.84,10.9
2023-05-17,10.88,10.63,10.77
2023-05-18,10.92,10.71,10.83
2023-05-19,10.81,10.48,10.78
2023-05-22,10.89,10.69,10.78
2023-05-23,10.72,10.4,10.41
2023-05-24,10.58,10.34,10.39
2023-05-25,10.29,10.14,10.26
2023-05-26,10.53,10.09,10.43
2023-05-29,10.51,10.33,10.49
2023-05-30,10.69,10.4,10.62
2023-05-31,11.23,10.9,11.23
2023-06-01,11.41,10.98,11.15
2023-06-02,11.8,11.28,11.53
2023-06-05,11.31,11.03,11.04
2023-06-06,11.38,11.09,11.13
2023-06-07,11.24,11.04,11.1
2023-06-08,11.04,10.7,10.96
2023-06-09,11.28,10.91,11.2
2023-06-12,11.13,10.86,10.98
2023-06-13,10.95,10.79,10.91
2023-06-14,10.85,10.61,10.76
2023-06-15,10.55,10.15,10.37
2023-06-16,10.56,10.4,10.49
2023-06-19,10.46,10.12,10.35
2023-06-20,10.43,10.18,10.36
2023-06-21,10.29,10.02,10.05
2023-06-26,10.35,9.89,10.19
2023-06-27,10.6,10.07,10.51
2023-06-28,10.48,10.29,10.35
2023-06-29,10.48,10.21,10.44
2023-06-30,10.5,10.32,10.33
2023-07-03,10.72,10.36,10.62
2023-07-04,10.72,10.41,10.51
2023-07-05,10.74,10.44,10.72
2023-07-06,10.7,10.49,10.65
2023-07-07,10.6,10.3,10.54
2023-07-10,10.81,10.6,10.64
2023-07-11,10.89,10.58,10.86
2023-07-12,11.09,10.8,10.98
2023-07-13,11.39,11.02,11.07
2023-07-14,10.99,10.67,10.7
2023-07-17,10.9,10.46,10.83
2023-07-18,11.07,10.76,10.9
2023-07-19,11.33,10.96,11.24
2023-07-20,11.36,11.06,11.11
2023-07-21,11.23,10.95,11.13
2023-07-24,11.18,10.88,10.96
2023-07-25,11.05,10.76,10.91
2023-07-26,11.11,10.86,11.04
2023-07-27,11.18,10.88,10.93
2023-07-28,10.74,10.57,10.62
2023-07-31,10.83,10.6,10.64
2023-08-01,10.98,10.7,10.84
2023-08-02,10.75,10.6,10.67
2023-08-03,10.62,10.51,10.56
2023-08-04,10.69,10.55,10.62
2023-08-07,10.79,10.58,10.77
2023-08-08,11.08,10.64,11.0
2023-08-09,11.23,10.89,10.93
2023-08-10,10.94,10.77,10.83
2023-08-11,10.89,10.62,10.65
2023-08-14,10.8,10.59,10.7
2023-08-15,10.7,10.43,10.58
2023-08-16,10.61,10.27,10.37
2023-08-17,10.5,10.13,10.47
2023-08-18,10.51,10.23,10.23
2023-08-21,10.36,10.19,10.22
2023-08-22,10.57,10.25,10.54
2023-08-23,10.69,10.5,10.55
2023-08-24,11.13,10.68,11.08
2023-08-25,11.04,10.82,10.88
2023-08-28,11.2,10.62,10.8
2023-08-29,10.97,10.69,10.9
2023-08-30,11.18,10.96,11.0
2023-08-31,11.29,11.06,11.12
2023-09-01,11.16,11.01,11.15
2023-09-04,11.35,11.09,11.23
2023-09-05,11.25,11.09,11.23
2023-09-06,11.19,10.99,11.0
2023-09-07,11.08,10.9,10.95
2023-09-08,11.29,11.03,11.1
2023-09-11,11.46,11.05,11.35
2023-09-12,11.43,11.19,11.21
2023-09-13,11.27,11.11,11.21
2023-09-14,11.72,11.27,11.67
2023-09-15,11.9,11.49,11.61
2023-09-18,11.63,11.35,11.43
2023-09-19,11.6,11.39,11.49
2023-09-20,11.59,11.38,11.54
2023-09-21,11.55,11.3,11.33
2023-09-22,11.38,11.14,11.28
2023-09-25,11.45,11.2,11.31
2023-09-26,11.36,11.19,11.24
2023-09-27,11.26,10.96,11.07
2023-09-28,11.0,10.76,10.94
2023-10-09,11.1,10.66,11.05
2023-10-10,11.22,10.98,11.14
2023-10-11,11.21,10.69,10.79
2023-10-12,11.03,10.84,10.98
2023-10-13,10.99,10.78,10.91
2023-10-16,11.3,11.05,11.09
2023-10-17,11.12,10.87,11.1
2023-10-18,11.3,11.02,11.02
2023-10-19,11.12,10.87,10.97
2023-10-20,11.24,10.88,10.91
2023-10-23,10.86,10.62,10.74
2023-10-24,10.87,10.68,10.78
2023-10-25,10.9,10.68,10.75
2023-10-26,11.15,10.7,11.12
2023-10-27,11.29,11.0,11.15
2023-10-30,11.36,10.87,10.9
2023-10-31,11.03,10.82,10.95
2023-11-01,10.93,10.8,10.85
2023-11-02,10.89,10.66,10.68
2023-11-03,10.67,10.5,10.54
2023-11-06,10.61,10.32,10.39
2023-11-07,10.38,10.15,10.36
2023-11-08,10.35,10.22,10.31
2023-11-09,10.31,10.21,10.24
2023-11-10,10.43,10.19,10.39
2023-11-13,10.41,10.15,10.41
2023-11-14,10.42,10.28,10.3
2023-11-15,10.55,10.33,10.42
2023-11-16,10.38,10.27,10.34
2023-11-17,10.6,10.36,10.56
2023-11-20,10.55,10.41,10.48
2023-11-21,10.59,10.47,10.5
2023-11-22,10.59,10.37,10.37
2023-11-23,10.35,10.25,10.32
2023-11-24,10.34,10.18,10.21
2023-11-27,10.6,10.32,10.59
2023-11-28,10.67,10.43,10.58
2023-11-29,10.92,10.73,10.87
2023-11-30,10.88,10.72,10.77
2023-12-01,10.79,10.65,10.69
2023-12-04,11.1,10.9,10.92
2023-12-05,10.75,10.5,10.59
2023-12-06,10.62,10.37,10.59
2023-12-07,10.71,10.51,10.67
2023-12-08,10.72,10.54,10.6
2023-12-11,10.48,10.14,10.26
2023-12-12,10.21,10.08,10.2
2023-12-13,10.21,10.03,10.05
2023-12-14,10.33,10.06,10.07
2023-12-15,10.21,9.89,9.91
2023-12-18,9.83,9.69,9.72
2023-12-19,9.74,9.61,9.71
2023-12-20,9.94,9.7,9.81
2023-12-21,9.79,9.57,9.75
2023-12-22,9.87,9.7,9.74
2023-12-25,9.86,9.7,9.85
2023-12-26,10.02,9.82,9.95
2023-12-27,10.03,9.87,10.0
2023-12-28,10.12,9.99,10.03
2023-12-29,9.98,9.87,9.96
2024-01-02,10.18,9.91,10.13
2024-01-03,10.15,10.03,10.1
2024-01-04,10.1,9.97,10.07
2024-01-05,10.2,9.89,9.92
2024-01-08,9.95,9.71,9.73
2024-01-09,9.73,9.56,9.61
2024-01-10,9.6,9.48,9.51
2024-01-11,9.48,9.37,9.41
2024-01-12,9.53,9.38,9.43
2024-01-15,9.54,9.32,9.49
2024-01-16,9.48,9.2,9.32
2024-01-17,9.28,8.94,8.94
2024-01-18,8.97,8.62,8.92
2024-01-19,9.08,8.86,9.04
2024-01-22,9.09,8.61,8.68
2024-01-23,8.81,8.52,8.75
2024-01-24,8.96,8.68,8.95
2024-01-25,9.33,8.9,9.33
2024-01-26,9.45,9.27,9.4
","date,Middle,Upper,Lower,high
2023-04-12,12.184999999999999,13.178999999999998,10.591399999999998,12.51
2023-04-13,12.125,13.178999999999998,10.591399999999998,12.44
2023-04-14,12.315000000000001,13.178999999999998,10.725084000000003,12.5
2023-04-17,11.905000000000001,13.178999999999998,10.725084000000003,12.16
2023-04-18,11.975000000000001,13.178999999999998,10.725084000000003,12.13
2023-04-19,11.934999999999999,13.178999999999998,10.725084000000003,12.12
2023-04-20,11.629999999999999,13.178999999999998,10.725084000000003,11.86
2023-04-21,11.615,13.178999999999998,10.725084000000003,11.77
2023-04-24,11.370000000000001,13.178999999999998,10.725084000000003,11.56
2023-04-25,11.59,13.178999999999998,10.725084000000003,11.77
2023-04-26,11.61,13.178999999999998,10.725084000000003,11.83
2023-04-27,11.67,13.178999999999998,10.725084000000003,12.08
2023-04-28,11.815,13.178999999999998,10.725084000000003,12.02
2023-05-04,12.515,13.178999999999998,10.937162946781672,12.72
2023-05-05,12.44,13.178999999999998,10.937162946781672,12.77
2023-05-08,11.95,13.178999999999998,10.937162946781672,12.22
2023-05-09,12.024999999999999,13.178999999999998,10.937162946781672,12.2
2023-05-10,12.065,13.178999999999998,10.937162946781672,12.37
2023-05-11,11.809999999999999,13.178999999999998,10.937162946781672,12.12
2023-05-12,11.26,13.178999999999998,10.937162946781672,11.49
2023-05-15,11.02,13.178999999999998,10.937162946781672,11.18
2023-05-16,10.995000000000001,12.502725092333517,10.937162946781672,11.15
2023-05-17,10.755,12.192952583100165,10.937162946781672,10.88
2023-05-18,10.815000000000001,12.172157324790149,10.937162946781672,10.92
2023-05-19,10.645,11.971441592311132,10.937162946781672,10.81
2023-05-22,10.79,11.971441592311132,10.937162946781672,10.89
2023-05-23,10.56,11.802417689772017,10.937162946781672,10.72
2023-05-24,10.46,11.650175920794815,10.937162946781672,10.58
2023-05-25,10.215,11.361158328715334,10.937162946781672,10.29
2023-05-26,10.309999999999999,11.361158328715334,10.937162946781672,10.53
2023-05-29,10.42,11.361158328715334,10.937162946781672,10.51
2023-05-30,10.545,11.361158328715334,10.937162946781672,10.69
2023-05-31,11.065000000000001,11.361158328715334,10.937162946781672,11.23
2023-06-01,11.195,11.361158328715334,10.937162946781672,11.41
2023-06-02,11.54,11.361158328715334,10.294757391629194,11.8
2023-06-05,11.17,11.361158328715334,10.294757391629194,11.31
2023-06-06,11.235,11.361158328715334,10.294757391629194,11.38
2023-06-07,11.14,11.361158328715334,10.294757391629194,11.24
2023-06-08,10.87,11.361158328715334,10.294757391629194,11.04
2023-06-09,11.094999999999999,11.361158328715334,10.294757391629194,11.28
2023-06-12,10.995000000000001,11.361158328715334,10.294757391629194,11.13
2023-06-13,10.87,11.361158328715334,10.294757391629194,10.95
2023-06-14,10.73,11.361158328715334,10.294757391629194,10.85
2023-06-15,10.350000000000001,11.361158328715334,10.294757391629194,10.55
2023-06-16,10.48,11.361158328715334,10.294757391629194,10.56
2023-06-19,10.29,11.361158328715334,10.294757391629194,10.46
2023-06-20,10.305,11.361158328715334,10.294757391629194,10.43
2023-06-21,10.155,11.214341920889034,10.294757391629194,10.29
2023-06-26,10.120000000000001,11.21140772880013,10.294757391629194,10.35
2023-06-27,10.335,11.21140772880013,10.294757391629194,10.6
2023-06-28,10.385,11.21140772880013,10.294757391629194,10.48
2023-06-29,10.345,11.21140772880013,10.294757391629194,10.48
2023-06-30,10.41,11.21140772880013,10.294757391629194,10.5
2023-07-03,10.54,11.21140772880013,10.294757391629194,10.72
2023-07-04,10.565000000000001,11.21140772880013,10.294757391629194,10.72
2023-07-05,10.59,11.21140772880013,10.294757391629194,10.74
2023-07-06,10.594999999999999,11.21140772880013,10.294757391629194,10.7
2023-07-07,10.45,11.21140772880013,10.294757391629194,10.6
2023-07-10,10.705,11.21140772880013,10.294757391629194,10.81
2023-07-11,10.735,11.21140772880013,10.294757391629194,10.89
2023-07-12,10.945,11.21140772880013,10.294757391629194,11.09
2023-07-13,11.205,11.21140772880013,10.294757391629194,11.39
2023-07-14,10.83,11.21140772880013,10.294757391629194,10.99
2023-07-17,10.68,11.21140772880013,10.294757391629194,10.9
2023-07-18,10.915,11.21140772880013,10.294757391629194,11.07
2023-07-19,11.145,11.21140772880013,10.094796073396665,11.33
2023-07-20,11.21,11.21140772880013,10.174816466056999,11.36
2023-07-21,11.09,11.21140772880013,10.174816466056999,11.23
2023-07-24,11.030000000000001,11.21140772880013,10.174816466056999,11.18
2023-07-25,10.905000000000001,11.21140772880013,10.174816466056999,11.05
2023-07-26,10.985,11.21140772880013,10.174816466056999,11.11
2023-07-27,11.030000000000001,11.21140772880013,10.174816466056999,11.18
2023-07-28,10.655000000000001,11.21140772880013,10.174816466056999,10.74
2023-07-31,10.715,11.21140772880013,10.174816466056999,10.83
2023-08-01,10.84,11.21140772880013,10.174816466056999,10.98
2023-08-02,10.675,11.21140772880013,10.174816466056999,10.75
2023-08-03,10.565,11.21140772880013,10.174816466056999,10.62
2023-08-04,10.620000000000001,11.21140772880013,10.174816466056999,10.69
2023-08-07,10.684999999999999,11.21140772880013,10.174816466056999,10.79
2023-08-08,10.86,11.21140772880013,10.174816466056999,11.08
2023-08-09,11.06,11.21140772880013,10.177936624513347,11.23
2023-08-10,10.855,11.21140772880013,10.177936624513347,10.94
2023-08-11,10.754999999999999,11.21140772880013,10.177936624513347,10.89
2023-08-14,10.695,11.21140772880013,10.177936624513347,10.8
2023-08-15,10.565,11.21140772880013,10.177936624513347,10.7
2023-08-16,10.44,11.21140772880013,10.177936624513347,10.61
2023-08-17,10.315000000000001,11.21140772880013,10.177936624513347,10.5
2023-08-18,10.370000000000001,11.21140772880013,10.177936624513347,10.51
2023-08-21,10.274999999999999,11.21140772880013,10.177936624513347,10.36
2023-08-22,10.41,11.21140772880013,10.177936624513347,10.57
2023-08-23,10.594999999999999,11.21140772880013,10.177936624513347,10.69
2023-08-24,10.905000000000001,11.21140772880013,10.177936624513347,11.13
2023-08-25,10.93,11.21140772880013,10.177936624513347,11.04
2023-08-28,10.91,11.21140772880013,10.177936624513347,11.2
2023-08-29,10.83,11.21140772880013,10.177936624513347,10.97
2023-08-30,11.07,11.21140772880013,10.177936624513347,11.18
2023-08-31,11.175,11.21140772880013,10.226501171000585,11.29
2023-09-01,11.085,11.21140772880013,10.226501171000585,11.16
2023-09-04,11.219999999999999,11.21140772880013,10.333215948510471,11.35
2023-09-05,11.17,11.21140772880013,10.333215948510471,11.25
2023-09-06,11.09,11.21140772880013,10.333215948510471,11.19
2023-09-07,10.99,11.21140772880013,10.333215948510471,11.08
2023-09-08,11.16,11.21140772880013,10.334268983817722,11.29
2023-09-11,11.255,11.21140772880013,10.38884208543595,11.46
2023-09-12,11.309999999999999,11.21140772880013,10.458457876892354,11.43
2023-09-13,11.19,11.21140772880013,10.458457876892354,11.27
2023-09-14,11.495000000000001,11.21140772880013,10.609050880282808,11.72
2023-09-15,11.695,11.21140772880013,10.774645792254526,11.9
2023-09-18,11.49,11.21140772880013,10.774645792254526,11.63
2023-09-19,11.495000000000001,11.21140772880013,10.774645792254526,11.6
2023-09-20,11.485,11.21140772880013,10.774645792254526,11.59
2023-09-21,11.425,11.21140772880013,10.774645792254526,11.55
2023-09-22,11.260000000000002,11.21140772880013,10.774645792254526,11.38
2023-09-25,11.325,11.21140772880013,10.774645792254526,11.45
2023-09-26,11.274999999999999,11.21140772880013,10.774645792254526,11.36
2023-09-27,11.11,11.21140772880013,10.774645792254526,11.26
2023-09-28,10.879999999999999,11.21140772880013,10.774645792254526,11.0
2023-10-09,10.879999999999999,11.21140772880013,10.774645792254526,11.1
2023-10-10,11.100000000000001,11.21140772880013,10.774645792254526,11.22
2023-10-11,10.95,11.21140772880013,10.774645792254526,11.21
2023-10-12,10.934999999999999,11.21140772880013,10.774645792254526,11.03
2023-10-13,10.885,11.21140772880013,10.774645792254526,10.99
2023-10-16,11.175,11.21140772880013,10.774645792254526,11.3
2023-10-17,10.995,11.21140772880013,10.774645792254526,11.12
2023-10-18,11.16,11.21140772880013,10.774645792254526,11.3
2023-10-19,10.995,11.21140772880013,10.774645792254526,11.12
2023-10-20,11.06,11.21140772880013,10.774645792254526,11.24
2023-10-23,10.739999999999998,11.630120997112764,10.774645792254526,10.86
2023-10-24,10.774999999999999,11.630120997112764,10.774645792254526,10.87
2023-10-25,10.79,11.62829800766134,10.774645792254526,10.9
2023-10-26,10.925,11.62829800766134,10.774645792254526,11.15
2023-10-27,11.145,11.62829800766134,10.774645792254526,11.29
2023-10-30,11.114999999999998,11.62829800766134,10.774645792254526,11.36
2023-10-31,10.925,11.62829800766134,10.774645792254526,11.03
2023-11-01,10.865,11.62829800766134,10.774645792254526,10.93
2023-11-02,10.775,11.62499578148955,10.774645792254526,10.89
2023-11-03,10.585,11.403996203340595,10.774645792254526,10.67
2023-11-06,10.465,11.289096583006534,10.774645792254526,10.61
2023-11-07,10.265,11.078686924705883,10.774645792254526,10.38
2023-11-08,10.285,11.059318232235293,10.774645792254526,10.35
2023-11-09,10.260000000000002,10.986886409011765,10.774645792254526,10.31
2023-11-10,10.309999999999999,10.986886409011765,10.774645792254526,10.43
2023-11-13,10.280000000000001,10.986886409011765,10.774645792254526,10.41
2023-11-14,10.35,10.986886409011765,10.774645792254526,10.42
2023-11-15,10.440000000000001,10.986886409011765,10.774645792254526,10.55
2023-11-16,10.325,10.986886409011765,10.774645792254526,10.38
2023-11-17,10.48,10.986886409011765,10.774645792254526,10.6
2023-11-20,10.48,10.986886409011765,10.774645792254526,10.55
2023-11-21,10.530000000000001,10.986886409011765,10.774645792254526,10.59
2023-11-22,10.48,10.986886409011765,10.774645792254526,10.59
2023-11-23,10.3,10.909979731612113,10.774645792254526,10.35
2023-11-24,10.26,10.856981758450901,10.774645792254526,10.34
2023-11-27,10.46,10.856981758450901,10.774645792254526,10.6
2023-11-28,10.55,10.856981758450901,10.774645792254526,10.67
2023-11-29,10.825,10.856981758450901,10.128230298089292,10.92
2023-11-30,10.8,10.856981758450901,10.128230298089292,10.88
2023-12-01,10.719999999999999,10.856981758450901,10.128230298089292,10.79
2023-12-04,11.0,10.856981758450901,10.292374887307094,11.1
2023-12-05,10.625,10.856981758450901,10.292374887307094,10.75
2023-12-06,10.495,10.856981758450901,10.292374887307094,10.62
2023-12-07,10.61,10.856981758450901,10.292374887307094,10.71
2023-12-08,10.629999999999999,10.856981758450901,10.292374887307094,10.72
2023-12-11,10.31,11.100389152794035,10.292374887307094,10.48
2023-12-12,10.145,10.91035023751463,10.292374887307094,10.21
2023-12-13,10.120000000000001,10.862815213763168,10.292374887307094,10.21
2023-12-14,10.195,10.862815213763168,10.292374887307094,10.33
2023-12-15,10.05,10.823280323148166,10.292374887307094,10.21
2023-12-18,9.76,10.52195229083335,10.292374887307094,9.83
2023-12-19,9.675,10.399757061750016,10.292374887307094,9.74
2023-12-20,9.82,10.399757061750016,10.292374887307094,9.94
2023-12-21,9.68,10.399757061750016,10.292374887307094,9.79
2023-12-22,9.785,10.399757061750016,10.292374887307094,9.87
2023-12-25,9.78,10.399757061750016,10.292374887307094,9.86
2023-12-26,9.92,10.399757061750016,10.292374887307094,10.02
2023-12-27,9.95,10.399757061750016,10.292374887307094,10.03
2023-12-28,10.055,10.399757061750016,10.292374887307094,10.12
2023-12-29,9.925,10.399757061750016,10.292374887307094,9.98
2024-01-02,10.045,10.399757061750016,10.292374887307094,10.18
2024-01-03,10.09,10.399757061750016,10.292374887307094,10.15
2024-01-04,10.035,10.399757061750016,10.292374887307094,10.1
2024-01-05,10.045,10.399757061750016,10.292374887307094,10.2
2024-01-08,9.83,10.399757061750016,10.292374887307094,9.95
2024-01-09,9.645,10.261259127455213,10.292374887307094,9.73
2024-01-10,9.54,10.133633214709691,10.292374887307094,9.6
2024-01-11,9.425,10.001269893238725,10.292374887307094,9.48
2024-01-12,9.455,10.001269893238725,10.292374887307094,9.53
2024-01-15,9.43,10.001269893238725,10.292374887307094,9.54
2024-01-16,9.34,9.94295075217103,10.292374887307094,9.48
2024-01-17,9.11,9.766655676953926,10.292374887307094,9.28
2024-01-18,8.795,9.490990109258533,10.292374887307094,8.97
2024-01-19,8.969999999999999,9.490990109258533,10.292374887307094,9.08
2024-01-22,8.85,9.490990109258533,10.292374887307094,9.09
2024-01-23,8.665,9.44243678964947,10.292374887307094,8.81
2024-01-24,8.82,9.44243678964947,10.292374887307094,8.96
2024-01-25,9.115,9.44243678964947,10.292374887307094,9.33
2024-01-26,9.36,9.44243678964947,10.292374887307094,9.45
"
1600,CN,technical,"中国联通2025年02月14日至2025年09月27日, 对于简单移动平均的20日线和10日线，有多少次死叉？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",4.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2025-01-10,4.78
2025-01-13,4.74
2025-01-14,4.85
2025-01-15,4.82
2025-01-16,4.85
2025-01-17,4.86
2025-01-20,4.83
2025-01-21,4.82
2025-01-22,4.8
2025-01-23,4.83
2025-01-24,4.87
2025-01-27,4.89
2025-02-05,4.99
2025-02-06,5.13
2025-02-07,5.23
2025-02-10,5.46
2025-02-11,5.48
2025-02-12,5.5
2025-02-13,5.5
2025-02-14,5.98
2025-02-17,6.51
2025-02-18,6.42
2025-02-19,6.44
2025-02-20,6.2
2025-02-21,6.82
2025-02-24,6.73
2025-02-25,6.63
2025-02-26,6.61
2025-02-27,6.38
2025-02-28,6.25
2025-03-03,6.22
2025-03-04,6.18
2025-03-05,6.26
2025-03-06,6.53
2025-03-07,6.41
2025-03-10,6.22
2025-03-11,6.21
2025-03-12,6.23
2025-03-13,6.13
2025-03-14,6.2
2025-03-17,6.15
2025-03-18,6.21
2025-03-19,5.77
2025-03-20,5.71
2025-03-21,5.7
2025-03-24,5.68
2025-03-25,5.61
2025-03-26,5.62
2025-03-27,5.59
2025-03-28,5.57
2025-03-31,5.56
2025-04-01,5.56
2025-04-02,5.58
2025-04-03,5.59
2025-04-07,5.2
2025-04-08,5.34
2025-04-09,5.46
2025-04-10,5.43
2025-04-11,5.41
2025-04-14,5.42
2025-04-15,5.41
2025-04-16,5.47
2025-04-17,5.44
2025-04-18,5.44
2025-04-21,5.44
2025-04-22,5.4
2025-04-23,5.34
2025-04-24,5.33
2025-04-25,5.32
2025-04-28,5.35
2025-04-29,5.34
2025-04-30,5.32
2025-05-06,5.48
2025-05-07,5.48
2025-05-08,5.46
2025-05-09,5.43
2025-05-12,5.48
2025-05-13,5.44
2025-05-14,5.54
2025-05-15,5.44
2025-05-16,5.38
2025-05-19,5.42
2025-05-20,5.47
2025-05-21,5.46
2025-05-22,5.43
2025-05-23,5.38
2025-05-26,5.4
2025-05-27,5.42
2025-05-28,5.33
2025-05-29,5.4
2025-05-30,5.36
2025-06-03,5.33
2025-06-04,5.34
2025-06-05,5.38
2025-06-06,5.42
2025-06-09,5.39
2025-06-10,5.31
2025-06-11,5.31
2025-06-12,5.27
2025-06-13,5.27
2025-06-16,5.27
2025-06-17,5.31
2025-06-18,5.29
2025-06-19,5.23
2025-06-20,5.25
2025-06-23,5.28
2025-06-24,5.33
2025-06-25,5.38
2025-06-26,5.35
2025-06-27,5.31
2025-06-30,5.34
2025-07-01,5.35
2025-07-02,5.33
2025-07-03,5.33
2025-07-04,5.34
2025-07-07,5.35
2025-07-08,5.38
2025-07-09,5.43
2025-07-10,5.41
2025-07-11,5.41
2025-07-14,5.43
2025-07-15,5.44
2025-07-16,5.42
2025-07-17,5.38
2025-07-18,5.45
2025-07-21,5.48
2025-07-22,5.49
2025-07-23,5.5
2025-07-24,5.53
2025-07-25,5.47
2025-07-28,5.43
2025-07-29,5.44
2025-07-30,5.42
2025-07-31,5.36
2025-08-01,5.32
2025-08-04,5.32
2025-08-05,5.38
2025-08-06,5.34
2025-08-07,5.35
2025-08-08,5.37
2025-08-11,5.36
2025-08-12,5.39
2025-08-13,5.44
2025-08-14,5.38
2025-08-15,5.4
2025-08-18,5.52
2025-08-19,5.47
2025-08-20,5.51
2025-08-21,5.66
2025-08-22,5.89
2025-08-25,5.82
2025-08-26,5.79
2025-08-27,5.65
2025-08-28,5.77
2025-08-29,5.7
2025-09-01,5.7
2025-09-02,5.61
2025-09-03,5.49
2025-09-04,5.39
2025-09-05,5.39
2025-09-08,5.65
2025-09-09,5.47
2025-09-10,5.76
2025-09-11,5.77
2025-09-12,5.68
2025-09-15,5.58
2025-09-16,5.58
2025-09-17,5.62
2025-09-18,5.47
2025-09-19,5.42
2025-09-22,5.47
2025-09-23,5.42
2025-09-24,5.48
2025-09-25,5.45
2025-09-26,5.41
","date,20日,10日
2025-02-14,5.0605,5.303
2025-02-17,5.147,5.467
2025-02-18,5.231,5.62
2025-02-19,5.310499999999999,5.765000000000001
2025-02-20,5.3795,5.872
2025-02-21,5.478,6.031000000000001
2025-02-24,5.5714999999999995,6.158
2025-02-25,5.6615,6.273
2025-02-26,5.751,6.3839999999999995
2025-02-27,5.83,6.4719999999999995
2025-02-28,5.901,6.4990000000000006
2025-03-03,5.968500000000001,6.470000000000001
2025-03-04,6.033,6.446000000000001
2025-03-05,6.0965,6.428
2025-03-06,6.1665,6.461
2025-03-07,6.225499999999999,6.42
2025-03-10,6.2635,6.369
2025-03-11,6.3,6.327
2025-03-12,6.3365,6.289
2025-03-13,6.368,6.264
2025-03-14,6.379,6.259
2025-03-17,6.361,6.252000000000001
2025-03-18,6.3505,6.255000000000001
2025-03-19,6.317,6.206
2025-03-20,6.2924999999999995,6.1240000000000006
2025-03-21,6.2364999999999995,6.053
2025-03-24,6.184,5.9990000000000006
2025-03-25,6.133,5.939
2025-03-26,6.0835,5.878
2025-03-27,6.044,5.824
2025-03-28,6.01,5.761000000000001
2025-03-31,5.977,5.702
2025-04-01,5.946,5.637
2025-04-02,5.912000000000001,5.618
2025-04-03,5.865,5.606
2025-04-07,5.8045,5.555999999999999
2025-04-08,5.7605,5.522
2025-04-09,5.723,5.507
2025-04-10,5.683,5.488
2025-04-11,5.647,5.47
2025-04-14,5.608,5.455
2025-04-15,5.571,5.4399999999999995
2025-04-16,5.534,5.431
2025-04-17,5.5175,5.417
2025-04-18,5.504,5.401999999999999
2025-04-21,5.4910000000000005,5.426
2025-04-22,5.476999999999999,5.432
2025-04-23,5.4635,5.42
2025-04-24,5.449,5.41
2025-04-25,5.4355,5.401000000000001
2025-04-28,5.4245,5.394
2025-04-29,5.4135,5.3870000000000005
2025-04-30,5.4015,5.372000000000001
2025-05-06,5.3965,5.3759999999999994
2025-05-07,5.391,5.380000000000001
2025-05-08,5.404,5.382
2025-05-09,5.4085,5.385
2025-05-12,5.4095,5.399
2025-05-13,5.41,5.41
2025-05-14,5.4165,5.432
2025-05-15,5.4175,5.441000000000001
2025-05-16,5.416,5.445
2025-05-19,5.413500000000001,5.455
2025-05-20,5.415000000000001,5.454000000000001
2025-05-21,5.4159999999999995,5.452
2025-05-22,5.4155,5.449
2025-05-23,5.4145,5.444
2025-05-26,5.4175,5.436
2025-05-27,5.422000000000001,5.433999999999999
2025-05-28,5.4225,5.412999999999999
2025-05-29,5.425,5.409000000000001
2025-05-30,5.426,5.407
2025-06-03,5.4265,5.398000000000001
2025-06-04,5.4195,5.385
2025-06-05,5.4145,5.377000000000001
2025-06-06,5.4125,5.376
2025-06-09,5.4105,5.377000000000001
2025-06-10,5.401999999999999,5.368
2025-06-11,5.3955,5.357
2025-06-12,5.382,5.351000000000001
2025-06-13,5.3735,5.337999999999999
2025-06-16,5.368,5.328999999999999
2025-06-17,5.3625,5.327
2025-06-18,5.3534999999999995,5.321999999999999
2025-06-19,5.3420000000000005,5.307
2025-06-20,5.333,5.29
2025-06-23,5.328,5.279
2025-06-24,5.3245,5.281000000000001
2025-06-25,5.3225,5.287999999999999
2025-06-26,5.3235,5.296
2025-06-27,5.319,5.3
2025-06-30,5.318,5.307
2025-07-01,5.319000000000001,5.311
2025-07-02,5.3185,5.3149999999999995
2025-07-03,5.316,5.325
2025-07-04,5.312,5.334
2025-07-07,5.3100000000000005,5.340999999999999
2025-07-08,5.3134999999999994,5.345999999999999
2025-07-09,5.3195,5.351000000000001
2025-07-10,5.3265,5.357
2025-07-11,5.333499999999999,5.367
2025-07-14,5.3415,5.376
2025-07-15,5.348,5.385
2025-07-16,5.3545,5.394
2025-07-17,5.362,5.398999999999999
2025-07-18,5.372,5.41
2025-07-21,5.382,5.423
2025-07-22,5.39,5.433999999999999
2025-07-23,5.396,5.441
2025-07-24,5.404999999999999,5.453
2025-07-25,5.413,5.4590000000000005
2025-07-28,5.4175,5.459
2025-07-29,5.422,5.4590000000000005
2025-07-30,5.4265,5.459
2025-07-31,5.428,5.457
2025-08-01,5.427,5.444
2025-08-04,5.4255,5.428
2025-08-05,5.4255,5.417
2025-08-06,5.421,5.401000000000001
2025-08-07,5.418,5.383
2025-08-08,5.416,5.373
2025-08-11,5.4125,5.3660000000000005
2025-08-12,5.41,5.361
2025-08-13,5.411,5.363
2025-08-14,5.411,5.365
2025-08-15,5.4085,5.373
2025-08-18,5.4105,5.393
2025-08-19,5.4094999999999995,5.401999999999999
2025-08-20,5.41,5.419
2025-08-21,5.4165,5.45
2025-08-22,5.4375,5.502
2025-08-25,5.457,5.548
2025-08-26,5.4745,5.587999999999999
2025-08-27,5.486,5.609
2025-08-28,5.5065,5.648
2025-08-29,5.5255,5.678
2025-09-01,5.5445,5.696
2025-09-02,5.556,5.709999999999999
2025-09-03,5.5634999999999994,5.708
2025-09-04,5.5655,5.681
2025-09-05,5.5665,5.631
2025-09-08,5.581,5.614
2025-09-09,5.585,5.582
2025-09-10,5.601,5.593000000000001
2025-09-11,5.6205,5.593
2025-09-12,5.6345,5.590999999999999
2025-09-15,5.6375,5.579
2025-09-16,5.643,5.5760000000000005
2025-09-17,5.6485,5.589
2025-09-18,5.639,5.5969999999999995
2025-09-19,5.6155,5.6
2025-09-22,5.598,5.582
2025-09-23,5.5795,5.577
2025-09-24,5.571,5.549
2025-09-25,5.555,5.517
2025-09-26,5.5405,5.49
"
1601,CN,technical,国投资本从2025年05月03日到2025年11月18日，简单移动平均的20日线与10日线发生金叉多少次？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2025-04-03,7.12
2025-04-07,6.42
2025-04-08,6.53
2025-04-09,6.76
2025-04-10,6.89
2025-04-11,6.83
2025-04-14,6.83
2025-04-15,6.8
2025-04-16,6.79
2025-04-17,6.78
2025-04-18,6.83
2025-04-21,6.85
2025-04-22,6.93
2025-04-23,6.86
2025-04-24,6.82
2025-04-25,6.87
2025-04-28,6.83
2025-04-29,6.83
2025-04-30,6.84
2025-05-06,6.98
2025-05-07,7.02
2025-05-08,7.03
2025-05-09,6.98
2025-05-12,7.08
2025-05-13,7.07
2025-05-14,7.23
2025-05-15,7.13
2025-05-16,7.01
2025-05-19,7.0
2025-05-20,7.02
2025-05-21,7.02
2025-05-22,6.98
2025-05-23,6.88
2025-05-26,6.91
2025-05-27,6.96
2025-05-28,6.91
2025-05-29,6.97
2025-05-30,6.97
2025-06-03,7.08
2025-06-04,7.13
2025-06-05,7.14
2025-06-06,7.12
2025-06-09,7.18
2025-06-10,7.11
2025-06-11,7.23
2025-06-12,7.3
2025-06-13,7.28
2025-06-16,7.29
2025-06-17,7.38
2025-06-18,7.31
2025-06-19,7.17
2025-06-20,7.12
2025-06-23,7.2
2025-06-24,7.39
2025-06-25,7.64
2025-06-26,7.6
2025-06-27,7.55
2025-06-30,7.52
2025-07-01,7.47
2025-07-02,7.47
2025-07-03,7.49
2025-07-04,7.5
2025-07-07,7.5
2025-07-08,7.61
2025-07-09,7.69
2025-07-10,7.83
2025-07-11,7.9
2025-07-14,7.8
2025-07-15,7.74
2025-07-16,7.7
2025-07-17,7.64
2025-07-18,7.68
2025-07-21,7.78
2025-07-22,7.75
2025-07-23,7.75
2025-07-24,7.91
2025-07-25,7.82
2025-07-28,7.84
2025-07-29,7.85
2025-07-30,7.76
2025-07-31,7.56
2025-08-01,7.56
2025-08-04,7.55
2025-08-05,7.66
2025-08-06,7.67
2025-08-07,7.69
2025-08-08,7.66
2025-08-11,7.75
2025-08-12,7.83
2025-08-13,7.95
2025-08-14,8.02
2025-08-15,8.23
2025-08-18,8.21
2025-08-19,8.23
2025-08-20,8.41
2025-08-21,8.37
2025-08-22,8.53
2025-08-25,8.68
2025-08-26,8.69
2025-08-27,8.38
2025-08-28,8.51
2025-08-29,8.34
2025-09-01,8.19
2025-09-02,8.1
2025-09-03,7.88
2025-09-04,7.81
2025-09-05,7.8
2025-09-08,7.8
2025-09-09,7.74
2025-09-10,7.7
2025-09-11,7.89
2025-09-12,7.74
2025-09-15,7.69
2025-09-16,7.63
2025-09-17,7.84
2025-09-18,7.61
2025-09-19,7.57
2025-09-22,7.6
2025-09-23,7.5
2025-09-24,7.73
2025-09-25,7.61
2025-09-26,7.76
2025-09-29,8.0
2025-09-30,7.89
2025-10-09,7.88
2025-10-10,7.96
2025-10-13,7.87
2025-10-14,7.86
2025-10-15,7.94
2025-10-16,7.87
2025-10-17,7.64
2025-10-20,7.68
2025-10-21,7.77
2025-10-22,7.72
2025-10-23,7.81
2025-10-24,7.93
2025-10-27,7.98
2025-10-28,7.89
2025-10-29,8.05
2025-10-30,7.93
2025-10-31,7.84
2025-11-03,7.8
2025-11-04,7.79
2025-11-05,7.77
2025-11-06,7.88
2025-11-07,7.81
2025-11-10,7.89
2025-11-11,7.82
2025-11-12,7.74
2025-11-13,7.79
2025-11-14,7.71
2025-11-17,7.63
2025-11-18,7.59
","date,20日,10日
2025-05-06,6.8195,6.864
2025-05-07,6.8145,6.883
2025-05-08,6.845000000000001,6.901000000000001
2025-05-09,6.8675,6.906000000000001
2025-05-12,6.8835,6.928
2025-05-13,6.8925,6.953
2025-05-14,6.9125,6.989
2025-05-15,6.9275,7.019
2025-05-16,6.938,7.037000000000001
2025-05-19,6.9485,7.053
2025-05-20,6.960500000000001,7.0569999999999995
2025-05-21,6.969999999999999,7.057
2025-05-22,6.9765,7.052000000000001
2025-05-23,6.974000000000001,7.042
2025-05-26,6.9765,7.025
2025-05-27,6.983500000000001,7.014
2025-05-28,6.9855,6.981999999999999
2025-05-29,6.9925,6.965999999999999
2025-05-30,6.9995,6.961999999999999
2025-06-03,7.011500000000001,6.969999999999999
2025-06-04,7.019,6.981
2025-06-05,7.025,6.993
2025-06-06,7.0295000000000005,7.007
2025-06-09,7.039500000000001,7.036999999999999
2025-06-10,7.0409999999999995,7.0569999999999995
2025-06-11,7.049000000000001,7.0840000000000005
2025-06-12,7.052499999999999,7.123
2025-06-13,7.06,7.154000000000001
2025-06-16,7.074,7.186
2025-06-17,7.093000000000001,7.216000000000001
2025-06-18,7.1075,7.234
2025-06-19,7.115,7.236999999999999
2025-06-20,7.122,7.237
2025-06-23,7.138,7.239
2025-06-24,7.162000000000001,7.267
2025-06-25,7.196,7.308
2025-06-26,7.230499999999999,7.337999999999999
2025-06-27,7.2595,7.364999999999999
2025-06-30,7.287000000000001,7.388000000000001
2025-07-01,7.3065000000000015,7.397
2025-07-02,7.3235,7.412999999999999
2025-07-03,7.340999999999999,7.445
2025-07-04,7.359999999999999,7.483
2025-07-07,7.3759999999999994,7.513
2025-07-08,7.401000000000001,7.534999999999999
2025-07-09,7.4239999999999995,7.539999999999999
2025-07-10,7.4505,7.563
2025-07-11,7.4815,7.598000000000001
2025-07-14,7.507000000000001,7.6259999999999994
2025-07-15,7.525,7.6530000000000005
2025-07-16,7.544499999999999,7.675999999999999
2025-07-17,7.568,7.691
2025-07-18,7.595999999999999,7.7090000000000005
2025-07-21,7.625,7.737
2025-07-22,7.642999999999999,7.751
2025-07-23,7.6485,7.757000000000001
2025-07-24,7.664,7.765000000000001
2025-07-25,7.6775,7.757000000000001
2025-07-28,7.6934999999999985,7.761
2025-07-29,7.7125,7.772
2025-07-30,7.726999999999999,7.7780000000000005
2025-07-31,7.730500000000001,7.7700000000000005
2025-08-01,7.733500000000001,7.758
2025-08-04,7.736,7.734999999999999
2025-08-05,7.738499999999999,7.725999999999999
2025-08-06,7.7375,7.717999999999999
2025-08-07,7.730500000000001,7.696000000000001
2025-08-08,7.718500000000001,7.68
2025-08-11,7.715999999999999,7.671000000000001
2025-08-12,7.7204999999999995,7.669
2025-08-13,7.733,7.688000000000001
2025-08-14,7.752000000000001,7.734
2025-08-15,7.7795000000000005,7.801
2025-08-18,7.801,7.867
2025-08-19,7.825,7.924000000000001
2025-08-20,7.858,7.998
2025-08-21,7.881,8.065999999999999
2025-08-22,7.916499999999999,8.153
2025-08-25,7.958500000000001,8.245999999999999
2025-08-26,8.000499999999999,8.331999999999999
2025-08-27,8.0315,8.375
2025-08-28,8.078999999999999,8.424
2025-08-29,8.117999999999999,8.434999999999999
2025-09-01,8.15,8.433
2025-09-02,8.172,8.42
2025-09-03,8.182500000000001,8.367
2025-09-04,8.188500000000001,8.311
2025-09-05,8.1955,8.238
2025-09-08,8.198,8.15
2025-09-09,8.1935,8.055000000000001
2025-09-10,8.181000000000001,7.986999999999999
2025-09-11,8.174499999999998,7.925
2025-09-12,8.15,7.865
2025-09-15,8.123999999999999,7.815
2025-09-16,8.094,7.767999999999999
2025-09-17,8.0655,7.764
2025-09-18,8.0275,7.744
2025-09-19,7.9795,7.720999999999999
2025-09-22,7.9254999999999995,7.7010000000000005
2025-09-23,7.866,7.677000000000001
2025-09-24,7.833500000000001,7.6800000000000015
2025-09-25,7.788500000000001,7.652000000000001
2025-09-26,7.7595,7.653999999999999
2025-09-29,7.75,7.685
2025-09-30,7.7395,7.711
2025-10-09,7.7395,7.715000000000001
2025-10-10,7.747,7.75
2025-10-13,7.750500000000001,7.780000000000001
2025-10-14,7.7535,7.806
2025-10-15,7.763499999999999,7.85
2025-10-16,7.772,7.864
2025-10-17,7.7595,7.866999999999999
2025-10-20,7.7565,7.859
2025-10-21,7.7605,7.836
2025-10-22,7.765000000000001,7.819
2025-10-23,7.7635000000000005,7.812
2025-10-24,7.7795000000000005,7.809
2025-10-27,7.8,7.8199999999999985
2025-10-28,7.8145,7.822999999999999
2025-10-29,7.8420000000000005,7.8340000000000005
2025-10-30,7.851999999999999,7.839999999999999
2025-10-31,7.8635,7.859999999999999
2025-11-03,7.8655,7.872
2025-11-04,7.855000000000001,7.8740000000000006
2025-11-05,7.848999999999999,7.8790000000000004
2025-11-06,7.848999999999999,7.886
2025-11-07,7.841499999999999,7.874
2025-11-10,7.842499999999999,7.865
2025-11-11,7.8405000000000005,7.858
2025-11-12,7.830500000000001,7.827000000000001
2025-11-13,7.8265,7.813
2025-11-14,7.83,7.8
2025-11-17,7.827500000000001,7.7829999999999995
2025-11-18,7.8185,7.763
"
1602,CN,technical,在2021年08月01日至2022年03月28日期间，中信证券的简单移动平均20日线和30日线共出现几次死叉？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2021-06-22,24.66
2021-06-23,24.76
2021-06-24,25.0
2021-06-25,25.51
2021-06-28,25.13
2021-06-29,24.8
2021-06-30,24.94
2021-07-01,24.67
2021-07-02,23.65
2021-07-05,23.53
2021-07-06,23.68
2021-07-07,23.64
2021-07-08,23.6
2021-07-09,23.51
2021-07-12,23.89
2021-07-13,23.72
2021-07-14,23.32
2021-07-15,23.67
2021-07-16,23.83
2021-07-19,23.8
2021-07-20,23.61
2021-07-21,23.82
2021-07-22,24.13
2021-07-23,24.24
2021-07-26,23.5
2021-07-27,22.91
2021-07-28,22.87
2021-07-29,23.02
2021-07-30,22.59
2021-08-02,23.27
2021-08-03,23.33
2021-08-04,23.26
2021-08-05,22.87
2021-08-06,23.08
2021-08-09,23.52
2021-08-10,23.77
2021-08-11,23.7
2021-08-12,23.74
2021-08-13,24.1
2021-08-16,24.01
2021-08-17,23.91
2021-08-18,25.25
2021-08-19,24.64
2021-08-20,24.24
2021-08-23,24.43
2021-08-24,25.14
2021-08-25,24.92
2021-08-26,24.58
2021-08-27,24.73
2021-08-30,24.34
2021-08-31,25.68
2021-09-01,26.89
2021-09-02,27.09
2021-09-03,26.59
2021-09-06,26.82
2021-09-07,27.15
2021-09-08,26.9
2021-09-09,26.73
2021-09-10,27.27
2021-09-13,27.19
2021-09-14,26.48
2021-09-15,26.24
2021-09-16,25.48
2021-09-17,25.95
2021-09-22,25.69
2021-09-23,26.2
2021-09-24,26.04
2021-09-27,25.65
2021-09-28,25.86
2021-09-29,25.61
2021-09-30,25.28
2021-10-08,25.75
2021-10-11,25.66
2021-10-12,24.86
2021-10-13,24.71
2021-10-14,24.76
2021-10-15,24.96
2021-10-18,24.98
2021-10-19,25.05
2021-10-20,25.0
2021-10-21,25.16
2021-10-22,25.46
2021-10-25,25.65
2021-10-26,25.26
2021-10-27,24.67
2021-10-28,24.75
2021-10-29,25.88
2021-11-01,25.98
2021-11-02,25.53
2021-11-03,25.39
2021-11-04,25.44
2021-11-05,25.36
2021-11-08,25.46
2021-11-09,25.58
2021-11-10,25.01
2021-11-11,25.75
2021-11-12,25.34
2021-11-15,25.22
2021-11-16,24.01
2021-11-17,24.04
2021-11-18,24.08
2021-11-19,24.3
2021-11-22,24.29
2021-11-23,24.21
2021-11-24,24.19
2021-11-25,24.09
2021-11-26,23.92
2021-11-29,23.8
2021-11-30,23.77
2021-12-01,24.23
2021-12-02,24.4
2021-12-03,24.78
2021-12-06,25.91
2021-12-07,26.15
2021-12-08,26.49
2021-12-09,26.88
2021-12-10,26.44
2021-12-13,26.67
2021-12-14,26.32
2021-12-15,26.4
2021-12-16,26.65
2021-12-17,26.29
2021-12-20,25.88
2021-12-21,26.11
2021-12-22,25.88
2021-12-23,25.93
2021-12-24,25.69
2021-12-27,26.0
2021-12-28,26.05
2021-12-29,25.88
2021-12-30,26.37
2021-12-31,26.41
2022-01-04,26.44
2022-01-05,25.94
2022-01-06,25.42
2022-01-07,25.72
2022-01-10,25.83
2022-01-11,25.96
2022-01-12,26.17
2022-01-13,26.36
2022-01-14,25.03
2022-01-17,25.67
2022-01-18,25.7
2022-01-27,24.15
2022-01-28,24.6
2022-02-07,25.28
2022-02-08,25.37
2022-02-09,25.31
2022-02-10,25.33
2022-02-11,25.69
2022-02-14,24.8
2022-02-15,24.69
2022-02-16,24.54
2022-02-17,24.31
2022-02-18,24.64
2022-02-21,24.52
2022-02-22,24.03
2022-02-23,24.25
2022-02-24,23.46
2022-02-25,23.32
2022-02-28,23.33
2022-03-01,23.37
2022-03-02,23.06
2022-03-03,23.2
2022-03-04,22.73
2022-03-07,21.74
2022-03-08,21.1
2022-03-09,20.76
2022-03-10,20.66
2022-03-11,20.9
2022-03-14,20.52
2022-03-15,19.61
2022-03-16,20.83
2022-03-17,20.72
2022-03-18,21.45
2022-03-21,20.81
2022-03-22,20.85
2022-03-23,20.84
2022-03-24,20.68
2022-03-25,20.37
2022-03-28,20.46
","date,20日,30日
2021-08-02,23.531,23.909
2021-08-03,23.5135,23.86466666666667
2021-08-04,23.4945,23.814666666666668
2021-08-05,23.458000000000002,23.74366666666667
2021-08-06,23.436500000000002,23.66266666666667
2021-08-09,23.418,23.608999999999998
2021-08-10,23.4205,23.574666666666666
2021-08-11,23.439500000000002,23.533333333333335
2021-08-12,23.443,23.502333333333333
2021-08-13,23.4565,23.517333333333333
2021-08-16,23.467000000000002,23.533333333333335
2021-08-17,23.482,23.541
2021-08-18,23.5535,23.59466666666667
2021-08-19,23.579,23.62933333333333
2021-08-20,23.579,23.653666666666666
2021-08-23,23.6255,23.671666666666667
2021-08-24,23.737000000000002,23.718999999999998
2021-08-25,23.8395,23.772333333333336
2021-08-26,23.917499999999997,23.802666666666664
2021-08-27,24.0245,23.832666666666668
2021-08-30,24.078,23.850666666666665
2021-08-31,24.1955,23.919666666666668
2021-09-01,24.377,24.022
2021-09-02,24.588,24.12066666666667
2021-09-03,24.7635,24.199
2021-09-06,24.928500000000003,24.309666666666665
2021-09-07,25.0975,24.451
2021-09-08,25.2575,24.585333333333335
2021-09-09,25.407,24.709
2021-09-10,25.5655,24.865000000000002
2021-09-13,25.7245,24.99566666666667
2021-09-14,25.852999999999998,25.100666666666665
2021-09-15,25.902499999999996,25.2
2021-09-16,25.944499999999998,25.287
2021-09-17,26.03,25.382666666666662
2021-09-22,26.093,25.455
2021-09-23,26.145999999999997,25.535999999999998
2021-09-24,26.201999999999998,25.614
2021-09-27,26.2555,25.677666666666667
2021-09-28,26.312,25.736333333333334
2021-09-29,26.3755,25.78966666666667
2021-09-30,26.3555,25.83533333333333
2021-10-08,26.2985,25.851999999999997
2021-10-11,26.226999999999997,25.886
2021-10-12,26.140500000000003,25.906666666666663
2021-10-13,26.034999999999997,25.916
2021-10-14,25.915499999999998,25.903333333333332
2021-10-15,25.8185,25.90466666666667
2021-10-18,25.731,25.918
2021-10-19,25.619999999999997,25.92866666666667
2021-10-20,25.5105,25.950666666666667
2021-10-21,25.444499999999998,25.933333333333334
2021-10-22,25.4055,25.88566666666667
2021-10-25,25.413999999999998,25.837666666666667
2021-10-26,25.3795,25.793333333333333
2021-10-27,25.3285,25.721666666666668
2021-10-28,25.256,25.641666666666666
2021-10-29,25.247999999999998,25.607666666666667
2021-11-01,25.2645,25.582666666666668
2021-11-02,25.247999999999998,25.52466666666667
2021-11-03,25.237000000000002,25.46466666666667
2021-11-04,25.244999999999997,25.43
2021-11-05,25.2255,25.400666666666666
2021-11-08,25.215500000000002,25.4
2021-11-09,25.2515,25.387666666666668
2021-11-10,25.2665,25.365000000000002
2021-11-11,25.316,25.350000000000005
2021-11-12,25.335,25.326666666666664
2021-11-15,25.347,25.312333333333335
2021-11-16,25.294999999999998,25.250666666666667
2021-11-17,25.247,25.19833333333333
2021-11-18,25.193,25.158333333333335
2021-11-19,25.134999999999998,25.11
2021-11-22,25.067,25.064333333333334
2021-11-23,25.0145,25.042666666666666
2021-11-24,24.9905,25.025333333333332
2021-11-25,24.9575,25.003
2021-11-26,24.8595,24.96833333333333
2021-11-29,24.7505,24.929
2021-11-30,24.6625,24.886333333333333
2021-12-01,24.6045,24.860666666666663
2021-12-02,24.5525,24.835333333333335
2021-12-03,24.523500000000002,24.812666666666665
2021-12-06,24.546,24.82133333333333
2021-12-07,24.5745,24.851
2021-12-08,24.648500000000002,24.91166666666667
2021-12-09,24.705000000000002,24.982666666666667
2021-12-10,24.759999999999998,25.00133333333333
2021-12-13,24.8325,25.024333333333335
2021-12-14,24.948,25.050666666666665
2021-12-15,25.066,25.084333333333333
2021-12-16,25.194499999999998,25.124666666666666
2021-12-17,25.294,25.155666666666665
2021-12-20,25.3735,25.169666666666664
2021-12-21,25.4685,25.187333333333335
2021-12-22,25.553,25.21633333333333
2021-12-23,25.645,25.22233333333333
2021-12-24,25.7335,25.233999999999998
2021-12-27,25.8435,25.259999999999998
2021-12-28,25.9575,25.328
2021-12-29,26.04,25.389333333333337
2021-12-30,26.1385,25.465666666666667
2021-12-31,26.22,25.536
2022-01-04,26.246500000000005,25.607666666666667
2022-01-05,26.236,25.665333333333333
2022-01-06,26.182499999999997,25.706333333333337
2022-01-07,26.1245,25.760666666666665
2022-01-10,26.094,25.824333333333335
2022-01-11,26.058500000000002,25.896333333333338
2022-01-12,26.051,25.976333333333333
2022-01-13,26.049,26.047333333333334
2022-01-14,25.968,26.06833333333333
2022-01-17,25.937,26.098
2022-01-18,25.928000000000004,26.091
2022-01-27,25.830000000000002,26.024333333333335
2022-01-28,25.766000000000002,25.961333333333336
2022-02-07,25.7335,25.908
2022-02-08,25.7175,25.872333333333334
2022-02-09,25.683,25.827
2022-02-10,25.647,25.793999999999997
2022-02-11,25.6375,25.770333333333333
2022-02-14,25.559,25.708666666666666
2022-02-15,25.473000000000003,25.655333333333335
2022-02-16,25.378,25.610666666666663
2022-02-17,25.2965,25.550666666666668
2022-02-18,25.2575,25.509333333333338
2022-02-21,25.197499999999998,25.462333333333333
2022-02-22,25.107499999999998,25.407
2022-02-23,25.022,25.348666666666666
2022-02-24,24.8865,25.262333333333334
2022-02-25,24.7345,25.177
2022-02-28,24.6495,25.075666666666667
2022-03-01,24.5345,24.974333333333334
2022-03-02,24.4025,24.861666666666665
2022-03-03,24.355,24.770333333333333
2022-03-04,24.2615,24.68066666666667
2022-03-07,24.0845,24.548000000000002
2022-03-08,23.871000000000002,24.390333333333334
2022-03-09,23.6435,24.217
2022-03-10,23.41,24.033333333333335
2022-03-11,23.170499999999997,23.851333333333333
2022-03-14,22.9565,23.701
2022-03-15,22.702499999999997,23.499000000000002
2022-03-16,22.517000000000003,23.336666666666666
2022-03-17,22.3375,23.222333333333335
2022-03-18,22.178,23.11733333333333
2022-03-21,21.9925,22.968333333333337
2022-03-22,21.8335,22.817666666666664
2022-03-23,21.663,22.668666666666663
2022-03-24,21.523999999999997,22.51366666666667
2022-03-25,21.3765,22.336333333333336
2022-03-28,21.232999999999997,22.191666666666666
"
1603,CN,technical,2021年08月20日-2022年04月07日，中国巨石简单移动平均线中30日均线和10日均线死叉的次数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2021-07-12,15.99
2021-07-13,16.55
2021-07-14,16.1
2021-07-15,16.26
2021-07-16,16.67
2021-07-19,16.24
2021-07-20,15.74
2021-07-21,15.55
2021-07-22,16.19
2021-07-23,15.97
2021-07-26,15.33
2021-07-27,14.56
2021-07-28,14.45
2021-07-29,14.94
2021-07-30,14.91
2021-08-02,15.88
2021-08-03,16.26
2021-08-04,16.45
2021-08-05,16.51
2021-08-06,16.2
2021-08-09,16.85
2021-08-10,16.72
2021-08-11,17.85
2021-08-12,17.79
2021-08-13,17.47
2021-08-16,17.21
2021-08-17,16.7
2021-08-18,17.9
2021-08-19,17.69
2021-08-20,18.25
2021-08-23,18.2
2021-08-24,18.08
2021-08-25,18.12
2021-08-26,17.45
2021-08-27,17.72
2021-08-30,18.14
2021-08-31,17.55
2021-09-01,18.45
2021-09-02,19.85
2021-09-03,19.6
2021-09-06,19.62
2021-09-07,21.58
2021-09-08,21.8
2021-09-09,21.5
2021-09-10,20.8
2021-09-13,21.09
2021-09-14,20.74
2021-09-15,20.44
2021-09-16,19.94
2021-09-17,20.19
2021-09-22,20.06
2021-09-23,20.09
2021-09-24,19.27
2021-09-27,18.21
2021-09-28,18.2
2021-09-29,17.5
2021-09-30,17.58
2021-10-08,17.73
2021-10-11,17.45
2021-10-12,17.05
2021-10-13,17.25
2021-10-14,17.0
2021-10-15,17.17
2021-10-18,17.48
2021-10-19,18.2
2021-10-20,18.19
2021-10-21,17.79
2021-10-22,18.3
2021-10-25,18.2
2021-10-26,19.06
2021-10-27,19.05
2021-10-28,19.15
2021-10-29,19.14
2021-11-01,18.9
2021-11-02,18.37
2021-11-03,18.01
2021-11-04,18.82
2021-11-05,17.87
2021-11-08,17.75
2021-11-09,17.84
2021-11-10,17.13
2021-11-11,17.34
2021-11-12,16.81
2021-11-15,16.91
2021-11-16,16.57
2021-11-17,16.87
2021-11-18,17.09
2021-11-19,17.3
2021-11-22,17.39
2021-11-23,17.0
2021-11-24,16.86
2021-11-25,17.2
2021-11-26,17.17
2021-11-29,17.0
2021-11-30,17.5
2021-12-01,17.7
2021-12-02,17.78
2021-12-03,17.76
2021-12-06,17.65
2021-12-07,17.88
2021-12-08,17.81
2021-12-09,17.82
2021-12-10,17.4
2021-12-13,18.14
2021-12-14,18.01
2021-12-15,17.74
2021-12-16,17.84
2021-12-17,17.51
2021-12-20,16.87
2021-12-21,16.95
2021-12-22,17.8
2021-12-23,18.18
2021-12-24,18.22
2021-12-27,18.46
2021-12-28,18.36
2021-12-29,18.09
2021-12-30,18.19
2021-12-31,18.2
2022-01-04,17.94
2022-01-05,17.68
2022-01-06,17.86
2022-01-07,18.35
2022-01-10,18.43
2022-01-11,18.02
2022-01-12,17.76
2022-01-13,17.02
2022-01-14,16.68
2022-01-17,16.79
2022-01-18,16.8
2022-01-19,16.99
2022-01-20,16.98
2022-01-21,16.6
2022-01-24,16.82
2022-01-25,16.43
2022-01-26,16.63
2022-01-27,16.47
2022-01-28,16.23
2022-02-07,16.58
2022-02-08,16.85
2022-02-09,17.02
2022-02-10,16.98
2022-02-11,17.04
2022-02-14,16.72
2022-02-15,16.81
2022-02-16,17.33
2022-02-17,17.31
2022-02-18,17.34
2022-02-21,17.23
2022-02-22,17.09
2022-02-23,17.21
2022-02-24,16.79
2022-02-25,17.1
2022-02-28,17.05
2022-03-01,17.04
2022-03-02,16.72
2022-03-03,16.68
2022-03-04,16.35
2022-03-07,16.09
2022-03-08,15.33
2022-03-09,15.15
2022-03-10,15.87
2022-03-11,15.93
2022-03-14,15.56
2022-03-15,14.63
2022-03-16,15.55
2022-03-17,16.09
2022-03-18,16.17
2022-03-21,15.79
2022-03-22,15.65
2022-03-23,15.57
2022-03-24,15.29
2022-03-25,15.18
2022-03-28,15.14
2022-03-29,15.17
2022-03-30,15.42
2022-03-31,15.24
2022-04-01,15.19
2022-04-06,15.43
2022-04-07,15.41
","date,30日,10日
2021-08-20,16.372666666666667,17.443
2021-08-23,16.44633333333333,17.577999999999996
2021-08-24,16.497333333333334,17.714
2021-08-25,16.564666666666668,17.741
2021-08-26,16.604333333333336,17.707
2021-08-27,16.639333333333333,17.732
2021-08-30,16.702666666666666,17.825
2021-08-31,16.762999999999998,17.91
2021-09-01,16.859666666666666,17.965
2021-09-02,16.981666666666666,18.181
2021-09-03,17.102666666666668,18.316
2021-09-06,17.24566666666667,18.458
2021-09-07,17.479666666666667,18.808
2021-09-08,17.724666666666668,19.176
2021-09-09,17.943333333333335,19.581
2021-09-10,18.139666666666663,19.889000000000003
2021-09-13,18.313333333333333,20.184
2021-09-14,18.462666666666667,20.503
2021-09-15,18.595666666666666,20.701999999999998
2021-09-16,18.709999999999997,20.711000000000002
2021-09-17,18.843,20.770000000000003
2021-09-22,18.95,20.814
2021-09-23,19.062333333333335,20.665
2021-09-24,19.10966666666667,20.412
2021-09-27,19.123666666666665,20.083000000000002
2021-09-28,19.148,19.823
2021-09-29,19.157666666666668,19.464
2021-09-30,19.187,19.148000000000003
2021-10-08,19.181333333333335,18.877000000000002
2021-10-11,19.173333333333332,18.627999999999997
2021-10-12,19.133333333333333,18.314
2021-10-13,19.10166666666667,18.032999999999998
2021-10-14,19.06566666666667,17.724
2021-10-15,19.034,17.514000000000003
2021-10-18,19.035000000000004,17.441
2021-10-19,19.051,17.441
2021-10-20,19.052666666666667,17.51
2021-10-21,19.060666666666666,17.531
2021-10-22,19.05566666666667,17.588
2021-10-25,19.000666666666667,17.663000000000004
2021-10-26,18.982666666666667,17.864
2021-10-27,18.963666666666665,18.044
2021-10-28,18.88266666666667,18.259
2021-10-29,18.793999999999997,18.456
2021-11-01,18.707333333333334,18.598
2021-11-02,18.626333333333335,18.615000000000002
2021-11-03,18.523666666666667,18.596999999999998
2021-11-04,18.459666666666667,18.7
2021-11-05,18.374000000000002,18.657000000000004
2021-11-08,18.301,18.612000000000002
2021-11-09,18.22266666666667,18.49
2021-11-10,18.125,18.298000000000002
2021-11-11,18.033333333333335,18.117
2021-11-12,17.95133333333333,17.884
2021-11-15,17.908,17.685000000000002
2021-11-16,17.853666666666665,17.505000000000003
2021-11-17,17.832666666666668,17.391000000000002
2021-11-18,17.816333333333333,17.218
2021-11-19,17.802,17.160999999999998
2021-11-22,17.8,17.125
2021-11-23,17.798333333333332,17.041000000000004
2021-11-24,17.78533333333333,17.014
2021-11-25,17.791999999999998,17.0
2021-11-26,17.791999999999998,17.036
2021-11-29,17.776,17.044999999999998
2021-11-30,17.752666666666666,17.137999999999998
2021-12-01,17.736333333333334,17.220999999999997
2021-12-02,17.736,17.29
2021-12-03,17.718,17.336000000000002
2021-12-06,17.699666666666666,17.362000000000002
2021-12-07,17.660333333333334,17.45
2021-12-08,17.619000000000003,17.544999999999998
2021-12-09,17.574666666666666,17.607000000000003
2021-12-10,17.516666666666666,17.630000000000003
2021-12-13,17.491333333333333,17.744
2021-12-14,17.479333333333333,17.794999999999998
2021-12-15,17.470333333333333,17.799
2021-12-16,17.437666666666665,17.805
2021-12-17,17.425666666666665,17.779999999999998
2021-12-20,17.396333333333335,17.701999999999998
2021-12-21,17.366666666666667,17.608999999999998
2021-12-22,17.389,17.607999999999997
2021-12-23,17.416999999999998,17.644
2021-12-24,17.464,17.726000000000003
2021-12-27,17.515666666666668,17.758000000000003
2021-12-28,17.575333333333333,17.793
2021-12-29,17.616,17.828
2021-12-30,17.65266666666667,17.863
2021-12-31,17.682666666666663,17.932
2022-01-04,17.701,18.039
2022-01-05,17.723666666666663,18.112
2022-01-06,17.756999999999998,18.118000000000002
2022-01-07,17.795333333333335,18.134999999999998
2022-01-10,17.837333333333333,18.156
2022-01-11,17.871333333333332,18.112000000000002
2022-01-12,17.880000000000003,18.052
2022-01-13,17.857333333333333,17.945
2022-01-14,17.820666666666668,17.794
2022-01-17,17.788333333333338,17.653000000000002
2022-01-18,17.759999999999998,17.538999999999998
2022-01-19,17.73033333333333,17.470000000000002
2022-01-20,17.70266666666667,17.381999999999998
2022-01-21,17.662,17.207
2022-01-24,17.642666666666667,17.046
2022-01-25,17.58566666666667,16.886999999999997
2022-01-26,17.53966666666667,16.774
2022-01-27,17.497333333333334,16.719
2022-01-28,17.44366666666667,16.674
2022-02-07,17.412666666666667,16.653
2022-02-08,17.412,16.658
2022-02-09,17.41433333333333,16.660999999999998
2022-02-10,17.387,16.661
2022-02-11,17.349,16.705000000000002
2022-02-14,17.299,16.695
2022-02-15,17.244000000000003,16.733
2022-02-16,17.209666666666667,16.802999999999997
2022-02-17,17.183666666666667,16.887
2022-02-18,17.15533333333333,16.997999999999998
2022-02-21,17.122999999999998,17.063
2022-02-22,17.09466666666667,17.086999999999996
2022-02-23,17.079,17.106
2022-02-24,17.043333333333333,17.086999999999996
2022-02-25,17.00166666666667,17.093
2022-02-28,16.955666666666666,17.125999999999998
2022-03-01,16.923,17.148999999999997
2022-03-02,16.888333333333335,17.088
2022-03-03,16.877,17.025
2022-03-04,16.866,16.926
2022-03-07,16.842666666666666,16.812
2022-03-08,16.793666666666667,16.636000000000003
2022-03-09,16.732333333333333,16.43
2022-03-10,16.69533333333333,16.338
2022-03-11,16.673,16.220999999999997
2022-03-14,16.631,16.072
2022-03-15,16.571,15.831
2022-03-16,16.535,15.714000000000002
2022-03-17,16.522333333333332,15.655000000000001
2022-03-18,16.520333333333333,15.637
2022-03-21,16.494,15.607
2022-03-22,16.454,15.639
2022-03-23,16.405666666666665,15.681000000000001
2022-03-24,16.349333333333334,15.623000000000001
2022-03-25,16.287333333333333,15.548000000000002
2022-03-28,16.234666666666666,15.506
2022-03-29,16.18,15.560000000000002
2022-03-30,16.116333333333333,15.547
2022-03-31,16.04733333333333,15.462
2022-04-01,15.975666666666665,15.364
2022-04-06,15.915666666666665,15.328
2022-04-07,15.859666666666667,15.304000000000002
"
1604,CN,technical,对于中国中冶在2024年09月10日到2025年06月10日间简单移动平均线，统计5日线与10日线的死叉次数。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2024-08-28,3.17
2024-08-29,3.07
2024-08-30,2.95
2024-09-02,2.83
2024-09-03,2.83
2024-09-04,2.74
2024-09-05,2.75
2024-09-06,2.74
2024-09-09,2.69
2024-09-10,2.66
2024-09-11,2.62
2024-09-12,2.62
2024-09-13,2.57
2024-09-18,2.6
2024-09-19,2.68
2024-09-20,2.67
2024-09-23,2.68
2024-09-24,2.77
2024-09-25,2.87
2024-09-26,2.98
2024-09-27,3.05
2024-09-30,3.34
2024-10-08,3.55
2024-10-09,3.2
2024-10-10,3.52
2024-10-11,3.31
2024-10-14,3.37
2024-10-15,3.29
2024-10-16,3.31
2024-10-17,3.23
2024-10-18,3.3
2024-10-21,3.32
2024-10-22,3.32
2024-10-23,3.36
2024-10-24,3.29
2024-10-25,3.3
2024-10-28,3.35
2024-10-29,3.27
2024-10-30,3.32
2024-10-31,3.34
2024-11-01,3.41
2024-11-04,3.43
2024-11-05,3.49
2024-11-06,3.49
2024-11-07,3.59
2024-11-08,3.53
2024-11-11,3.5
2024-11-12,3.44
2024-11-13,3.47
2024-11-14,3.44
2024-11-15,3.38
2024-11-18,3.64
2024-11-19,3.47
2024-11-20,3.46
2024-11-21,3.44
2024-11-22,3.32
2024-11-25,3.31
2024-11-26,3.29
2024-11-27,3.34
2024-11-28,3.33
2024-11-29,3.34
2024-12-02,3.39
2024-12-03,3.42
2024-12-04,3.37
2024-12-05,3.36
2024-12-06,3.42
2024-12-09,3.41
2024-12-10,3.4
2024-12-11,3.43
2024-12-12,3.45
2024-12-13,3.36
2024-12-16,3.36
2024-12-17,3.32
2024-12-18,3.36
2024-12-19,3.38
2024-12-20,3.33
2024-12-23,3.34
2024-12-24,3.37
2024-12-25,3.37
2024-12-26,3.32
2024-12-27,3.35
2024-12-30,3.37
2024-12-31,3.3
2025-01-02,3.16
2025-01-03,3.13
2025-01-06,3.12
2025-01-07,3.13
2025-01-08,3.11
2025-01-09,3.08
2025-01-10,3.03
2025-01-13,3.04
2025-01-14,3.11
2025-01-15,3.11
2025-01-16,3.12
2025-01-17,3.13
2025-01-20,3.1
2025-01-21,3.07
2025-01-22,3.06
2025-01-23,3.08
2025-01-24,3.09
2025-01-27,3.1
2025-02-05,3.08
2025-02-06,3.11
2025-02-07,3.14
2025-02-10,3.15
2025-02-11,3.14
2025-02-12,3.15
2025-02-13,3.16
2025-02-14,3.15
2025-02-17,3.15
2025-02-18,3.12
2025-02-19,3.14
2025-02-20,3.09
2025-02-21,3.08
2025-02-24,3.14
2025-02-25,3.11
2025-02-26,3.16
2025-02-27,3.16
2025-02-28,3.12
2025-03-03,3.11
2025-03-04,3.12
2025-03-05,3.1
2025-03-06,3.12
2025-03-07,3.1
2025-03-10,3.1
2025-03-11,3.11
2025-03-12,3.12
2025-03-13,3.11
2025-03-14,3.16
2025-03-17,3.17
2025-03-18,3.16
2025-03-19,3.14
2025-03-20,3.14
2025-03-21,3.15
2025-03-24,3.17
2025-03-25,3.21
2025-03-26,3.22
2025-03-27,3.15
2025-03-28,3.11
2025-03-31,3.02
2025-04-01,3.02
2025-04-02,3.03
2025-04-03,3.06
2025-04-07,2.79
2025-04-08,2.93
2025-04-09,2.97
2025-04-10,2.98
2025-04-11,2.94
2025-04-14,2.94
2025-04-15,2.93
2025-04-16,2.95
2025-04-17,2.96
2025-04-18,2.96
2025-04-21,2.96
2025-04-22,2.95
2025-04-23,2.95
2025-04-24,2.93
2025-04-25,2.95
2025-04-28,2.93
2025-04-29,2.89
2025-04-30,2.89
2025-05-06,2.93
2025-05-07,2.97
2025-05-08,2.95
2025-05-09,2.94
2025-05-12,2.97
2025-05-13,3.0
2025-05-14,3.02
2025-05-15,2.99
2025-05-16,2.96
2025-05-19,2.97
2025-05-20,2.97
2025-05-21,2.96
2025-05-22,2.93
2025-05-23,2.91
2025-05-26,2.91
2025-05-27,2.93
2025-05-28,2.92
2025-05-29,2.93
2025-05-30,2.93
2025-06-03,2.93
2025-06-04,2.95
2025-06-05,2.93
2025-06-06,2.95
2025-06-09,2.96
2025-06-10,2.94
","date,5日,10日
2024-09-10,2.716,2.843
2024-09-11,2.692,2.788
2024-09-12,2.6660000000000004,2.7430000000000003
2024-09-13,2.632,2.705
2024-09-18,2.614,2.682
2024-09-19,2.618,2.667
2024-09-20,2.628,2.66
2024-09-23,2.6399999999999997,2.653
2024-09-24,2.68,2.6559999999999997
2024-09-25,2.7340000000000004,2.6740000000000004
2024-09-26,2.7939999999999996,2.7060000000000004
2024-09-27,2.87,2.749
2024-09-30,3.002,2.821
2024-10-08,3.158,2.9189999999999996
2024-10-09,3.2239999999999993,2.979
2024-10-10,3.332,3.063
2024-10-11,3.3840000000000003,3.127
2024-10-14,3.3899999999999997,3.196
2024-10-15,3.3379999999999996,3.248
2024-10-16,3.3600000000000003,3.2920000000000003
2024-10-17,3.3020000000000005,3.317
2024-10-18,3.3,3.342
2024-10-21,3.29,3.34
2024-10-22,3.2960000000000003,3.317
2024-10-23,3.3059999999999996,3.3329999999999997
2024-10-24,3.318,3.31
2024-10-25,3.318,3.3089999999999997
2024-10-28,3.3239999999999994,3.307
2024-10-29,3.314,3.3049999999999997
2024-10-30,3.306,3.306
2024-10-31,3.316,3.317
2024-11-01,3.3379999999999996,3.3280000000000003
2024-11-04,3.354,3.339
2024-11-05,3.3980000000000006,3.3560000000000003
2024-11-06,3.432,3.3689999999999998
2024-11-07,3.482,3.399
2024-11-08,3.5060000000000002,3.4219999999999997
2024-11-11,3.5200000000000005,3.437
2024-11-12,3.5100000000000002,3.4539999999999997
2024-11-13,3.5060000000000002,3.469
2024-11-14,3.476,3.479
2024-11-15,3.446,3.476
2024-11-18,3.4739999999999993,3.497
2024-11-19,3.4799999999999995,3.495
2024-11-20,3.478,3.492
2024-11-21,3.478,3.4769999999999994
2024-11-22,3.466,3.4560000000000004
2024-11-25,3.4,3.4370000000000003
2024-11-26,3.364,3.4219999999999997
2024-11-27,3.34,3.4090000000000003
2024-11-28,3.318,3.3979999999999997
2024-11-29,3.322,3.3939999999999997
2024-12-02,3.338,3.3689999999999998
2024-12-03,3.364,3.364
2024-12-04,3.37,3.3549999999999995
2024-12-05,3.376,3.347
2024-12-06,3.3920000000000003,3.357
2024-12-09,3.396,3.367
2024-12-10,3.3920000000000003,3.378
2024-12-11,3.404,3.3870000000000005
2024-12-12,3.4219999999999997,3.399
2024-12-13,3.41,3.401
2024-12-16,3.4,3.3979999999999997
2024-12-17,3.3839999999999995,3.3880000000000003
2024-12-18,3.37,3.3869999999999996
2024-12-19,3.3560000000000003,3.3890000000000002
2024-12-20,3.35,3.38
2024-12-23,3.346,3.373
2024-12-24,3.3560000000000003,3.37
2024-12-25,3.3579999999999997,3.364
2024-12-26,3.346,3.351
2024-12-27,3.35,3.35
2024-12-30,3.3560000000000003,3.3510000000000004
2024-12-31,3.342,3.349
2025-01-02,3.3,3.3289999999999997
2025-01-03,3.2620000000000005,3.304
2025-01-06,3.2159999999999997,3.283
2025-01-07,3.168,3.2620000000000005
2025-01-08,3.13,3.2359999999999998
2025-01-09,3.114,3.207
2025-01-10,3.094,3.178
2025-01-13,3.078,3.147
2025-01-14,3.074,3.121
2025-01-15,3.0740000000000003,3.102
2025-01-16,3.082,3.098
2025-01-17,3.1019999999999994,3.098
2025-01-20,3.114,3.0959999999999996
2025-01-21,3.1060000000000003,3.09
2025-01-22,3.096,3.085
2025-01-23,3.088,3.085
2025-01-24,3.0799999999999996,3.091
2025-01-27,3.0799999999999996,3.097
2025-02-05,3.082,3.094
2025-02-06,3.092,3.094
2025-02-07,3.104,3.096
2025-02-10,3.116,3.098
2025-02-11,3.124,3.1020000000000003
2025-02-12,3.138,3.1100000000000003
2025-02-13,3.148,3.12
2025-02-14,3.15,3.127
2025-02-17,3.15,3.133
2025-02-18,3.146,3.135
2025-02-19,3.1439999999999997,3.141
2025-02-20,3.13,3.1390000000000002
2025-02-21,3.1160000000000005,3.133
2025-02-24,3.114,3.132
2025-02-25,3.1119999999999997,3.129
2025-02-26,3.1159999999999997,3.13
2025-02-27,3.13,3.13
2025-02-28,3.1380000000000003,3.1270000000000002
2025-03-03,3.132,3.123
2025-03-04,3.1340000000000003,3.123
2025-03-05,3.1220000000000003,3.119
2025-03-06,3.114,3.1220000000000003
2025-03-07,3.1100000000000003,3.1239999999999997
2025-03-10,3.108,3.12
2025-03-11,3.106,3.12
2025-03-12,3.1100000000000003,3.116
2025-03-13,3.1079999999999997,3.1109999999999998
2025-03-14,3.12,3.115
2025-03-17,3.134,3.121
2025-03-18,3.144,3.125
2025-03-19,3.148,3.129
2025-03-20,3.154,3.131
2025-03-21,3.152,3.136
2025-03-24,3.152,3.143
2025-03-25,3.162,3.153
2025-03-26,3.178,3.163
2025-03-27,3.1799999999999997,3.1670000000000003
2025-03-28,3.1719999999999997,3.162
2025-03-31,3.1420000000000003,3.1470000000000002
2025-04-01,3.104,3.133
2025-04-02,3.066,3.1220000000000003
2025-04-03,3.048,3.114
2025-04-07,2.9839999999999995,3.078
2025-04-08,2.966,3.054
2025-04-09,2.9560000000000004,3.0300000000000002
2025-04-10,2.946,3.0060000000000002
2025-04-11,2.9219999999999997,2.985
2025-04-14,2.9520000000000004,2.968
2025-04-15,2.952,2.959
2025-04-16,2.9479999999999995,2.952
2025-04-17,2.944,2.945
2025-04-18,2.9480000000000004,2.935
2025-04-21,2.952,2.9520000000000004
2025-04-22,2.9560000000000004,2.954
2025-04-23,2.9560000000000004,2.952
2025-04-24,2.95,2.947
2025-04-25,2.948,2.948
2025-04-28,2.942,2.947
2025-04-29,2.9300000000000006,2.943
2025-04-30,2.918,2.9370000000000003
2025-05-06,2.918,2.934
2025-05-07,2.9219999999999997,2.935
2025-05-08,2.926,2.934
2025-05-09,2.936,2.9330000000000003
2025-05-12,2.952,2.935
2025-05-13,2.966,2.942
2025-05-14,2.976,2.9490000000000003
2025-05-15,2.984,2.9550000000000005
2025-05-16,2.9880000000000004,2.962
2025-05-19,2.9880000000000004,2.97
2025-05-20,2.982,2.974
2025-05-21,2.97,2.973
2025-05-22,2.958,2.971
2025-05-23,2.948,2.968
2025-05-26,2.936,2.962
2025-05-27,2.928,2.955
2025-05-28,2.92,2.9450000000000003
2025-05-29,2.9200000000000004,2.939
2025-05-30,2.9240000000000004,2.9360000000000004
2025-06-03,2.928,2.932
2025-06-04,2.932,2.93
2025-06-05,2.934,2.927
2025-06-06,2.938,2.9290000000000003
2025-06-09,2.944,2.934
2025-06-10,2.946,2.9370000000000003
"
1605,CN,technical,"洋河股份2021年12月17日至2022年01月16日, 对于加权移动平均的30日线和60日线，有多少次金叉？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2021-09-16,172.99
2021-09-17,177.0
2021-09-22,167.75
2021-09-23,164.51
2021-09-24,164.01
2021-09-27,172.67
2021-09-28,166.89
2021-09-29,165.79
2021-09-30,166.08
2021-10-08,178.23
2021-10-11,180.5
2021-10-12,182.1
2021-10-13,188.21
2021-10-14,186.05
2021-10-15,184.24
2021-10-18,171.6
2021-10-19,176.86
2021-10-20,179.66
2021-10-21,180.49
2021-10-22,182.5
2021-10-25,181.2
2021-10-26,180.44
2021-10-27,179.39
2021-10-28,186.15
2021-10-29,186.18
2021-11-01,186.1
2021-11-02,179.5
2021-11-03,174.94
2021-11-04,186.68
2021-11-05,185.5
2021-11-08,180.61
2021-11-09,179.2
2021-11-10,175.92
2021-11-11,177.0
2021-11-12,174.37
2021-11-15,175.14
2021-11-16,177.75
2021-11-17,175.8
2021-11-18,174.6
2021-11-19,175.08
2021-11-22,178.96
2021-11-23,173.47
2021-11-24,176.53
2021-11-25,175.1
2021-11-26,176.01
2021-11-29,175.85
2021-11-30,174.3
2021-12-01,173.57
2021-12-02,174.48
2021-12-03,176.91
2021-12-06,175.75
2021-12-07,172.2
2021-12-08,185.97
2021-12-09,186.4
2021-12-10,185.06
2021-12-13,188.7
2021-12-14,186.42
2021-12-15,181.6
2021-12-16,180.67
2021-12-17,174.81
2021-12-20,174.5
2021-12-21,174.3
2021-12-22,174.0
2021-12-23,174.08
2021-12-24,174.54
2021-12-27,171.56
2021-12-28,173.7
2021-12-29,168.4
2021-12-30,167.87
2021-12-31,164.73
2022-01-04,164.7
2022-01-05,166.65
2022-01-06,164.48
2022-01-07,164.68
2022-01-10,164.15
2022-01-11,161.3
2022-01-12,161.43
2022-01-13,156.8
2022-01-14,154.1
","date,30日,60日
2021-12-17,178.98034408602152,178.8660710382514
2021-12-20,178.75834408602148,178.7554480874317
2021-12-21,178.5365806451613,178.6374426229508
2021-12-22,178.30599999999998,178.5110765027322
2021-12-23,178.0847096774193,178.38391803278688
2021-12-24,177.89937634408602,178.26661202185792
2021-12-27,177.52141935483874,178.0458469945355
2021-12-28,177.2892258064516,177.89585245901642
2021-12-29,176.7238064516129,177.56836612021854
2021-12-30,176.14010752688176,177.22207650273222
2021-12-31,175.36830107526876,176.7718579234973
2022-01-04,174.61681720430107,176.32803278688525
2022-01-05,174.02180645161295,175.95677595628413
2022-01-06,173.30146236559142,175.52281420765024
2022-01-07,172.61993548387093,175.10837704918038
2022-01-10,171.926623655914,174.68824043715847
2022-01-11,171.07494623655916,174.18563934426228
2022-01-12,170.2629462365591,173.69292896174863
2022-01-13,169.17991397849462,173.05684699453553
2022-01-14,167.95875268817204,172.34473224043714
"
1606,CN,technical,"山西汾酒从2021年05月02日到2021年06月06日，加权移动平均的60日线与30日线发生金叉多少次？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2021-02-01,377.2
2021-02-02,403.0
2021-02-03,404.04
2021-02-04,391.56
2021-02-05,396.0
2021-02-08,395.0
2021-02-09,403.22
2021-02-10,443.54
2021-02-18,456.0
2021-02-19,423.81
2021-02-22,381.43
2021-02-23,372.0
2021-02-24,346.55
2021-02-25,337.0
2021-02-26,313.1
2021-03-01,310.52
2021-03-02,308.82
2021-03-03,316.52
2021-03-04,301.72
2021-03-05,310.78
2021-03-08,279.7
2021-03-09,257.9
2021-03-10,283.69
2021-03-11,300.99
2021-03-12,312.8
2021-03-15,285.66
2021-03-16,302.03
2021-03-17,306.85
2021-03-18,322.11
2021-03-19,313.0
2021-03-22,315.8
2021-03-23,314.91
2021-03-24,318.0
2021-03-25,318.8
2021-03-26,335.56
2021-03-29,342.39
2021-03-30,342.35
2021-03-31,332.8
2021-04-01,342.88
2021-04-02,368.29
2021-04-06,368.1
2021-04-07,346.05
2021-04-08,365.0
2021-04-09,348.0
2021-04-12,350.7
2021-04-13,346.0
2021-04-14,353.02
2021-04-15,351.99
2021-04-16,351.0
2021-04-19,354.52
2021-04-20,359.15
2021-04-21,382.24
2021-04-22,388.0
2021-04-23,390.49
2021-04-26,391.48
2021-04-27,406.28
2021-04-28,429.05
2021-04-29,416.0
2021-04-30,410.25
2021-05-06,406.36
2021-05-07,401.22
2021-05-10,396.0
2021-05-11,407.79
2021-05-12,424.5
2021-05-13,425.06
2021-05-14,434.66
2021-05-17,443.27
2021-05-18,445.0
2021-05-19,438.67
2021-05-20,452.7
2021-05-21,448.0
2021-05-24,447.22
2021-05-25,458.65
2021-05-26,449.0
2021-05-27,443.5
2021-05-28,452.4
2021-05-31,462.87
2021-06-01,459.98
2021-06-02,454.5
2021-06-03,471.81
2021-06-04,479.2
","date,60日,30日
2021-05-06,355.30980874316936,377.1274408602151
2021-05-07,356.8787704918032,379.6890322580645
2021-05-10,358.2634590163934,381.73015053763436
2021-05-11,360.0385300546448,384.3575268817205
2021-05-12,362.3594207650273,387.869870967742
2021-05-13,364.6806721311475,391.19103225806447
2021-05-14,367.30079781420767,394.93907526881713
2021-05-17,370.18154644808743,399.04417204301075
2021-05-18,373.09713114754106,403.0438494623656
2021-05-19,375.80437704918035,406.3938494623656
2021-05-20,378.98109289617486,410.4430107526882
2021-05-21,381.9879234972678,414.00741935483865
2021-05-24,384.9328032786885,417.34967741935486
2021-05-25,388.2113333333334,421.2117849462366
2021-05-26,391.11221311475407,424.24991397849465
2021-05-27,393.77156284153006,426.716
2021-05-28,396.65145901639346,429.5567096774193
2021-05-31,399.7971038251365,432.8440860215054
2021-06-01,402.7638142076502,435.70877419354844
2021-06-02,405.47245901639343,437.98767741935484
2021-06-03,408.6651584699453,441.1607741935483
2021-06-04,412.01215846994535,444.5584086021505
"
1607,CN,technical,"在2025年07月02日至2025年08月19日期间，南方航空的加权移动平均10日线和20日线共出现几次金叉？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",2.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2025-06-05,5.96
2025-06-06,5.94
2025-06-09,5.97
2025-06-10,6.02
2025-06-11,6.04
2025-06-12,5.96
2025-06-13,5.81
2025-06-16,5.79
2025-06-17,5.82
2025-06-18,5.78
2025-06-19,5.74
2025-06-20,5.76
2025-06-23,5.75
2025-06-24,5.84
2025-06-25,5.89
2025-06-26,5.89
2025-06-27,5.9
2025-06-30,5.9
2025-07-01,5.86
2025-07-02,5.81
2025-07-03,5.76
2025-07-04,5.74
2025-07-07,5.73
2025-07-08,5.74
2025-07-09,5.75
2025-07-10,5.79
2025-07-11,5.8
2025-07-14,5.78
2025-07-15,5.67
2025-07-16,5.69
2025-07-17,5.69
2025-07-18,5.7
2025-07-21,5.73
2025-07-22,5.76
2025-07-23,5.84
2025-07-24,5.89
2025-07-25,5.86
2025-07-28,5.79
2025-07-29,5.79
2025-07-30,5.77
2025-07-31,5.67
2025-08-01,5.67
2025-08-04,5.69
2025-08-05,5.73
2025-08-06,5.72
2025-08-07,5.74
2025-08-08,5.72
2025-08-11,5.73
2025-08-12,5.74
2025-08-13,5.76
2025-08-14,5.76
2025-08-15,5.86
2025-08-18,5.87
2025-08-19,5.9
","date,10日,20日
2025-07-02,5.8545454545454545,5.849333333333333
2025-07-03,5.841090909090909,5.8387142857142855
2025-07-04,5.823636363636362,5.827142857142857
2025-07-07,5.8047272727272725,5.8155714285714275
2025-07-08,5.788,5.806095238095238
2025-07-09,5.774909090909091,5.798904761904762
2025-07-10,5.771636363636363,5.796904761904763
2025-07-11,5.772,5.796666666666668
2025-07-14,5.770545454545455,5.7945714285714285
2025-07-15,5.7512727272727275,5.782047619047619
2025-07-16,5.739090909090908,5.772142857142857
2025-07-17,5.7290909090909095,5.762666666666667
2025-07-18,5.722181818181818,5.754380952380953
2025-07-21,5.721454545454546,5.749238095238095
2025-07-22,5.72618181818182,5.7470476190476205
2025-07-23,5.745090909090909,5.752857142857143
2025-07-24,5.771454545454545,5.7636666666666665
2025-07-25,5.790545454545454,5.771619047619048
2025-07-28,5.7958181818181815,5.773095238095237
2025-07-29,5.80090909090909,5.775095238095238
2025-07-30,5.800181818181818,5.77552380952381
2025-07-31,5.7798181818181815,5.766619047619049
2025-08-01,5.759818181818182,5.7581428571428575
2025-08-04,5.743999999999999,5.751904761904762
2025-08-05,5.7361818181818185,5.749666666666666
2025-08-06,5.727090909090908,5.74652380952381
2025-08-07,5.723818181818183,5.7454285714285716
2025-08-08,5.719636363636364,5.742666666666667
2025-08-11,5.719818181818183,5.741238095238096
2025-08-12,5.7229090909090905,5.7410000000000005
2025-08-13,5.730545454545454,5.742333333333334
2025-08-14,5.738363636363637,5.743333333333334
2025-08-15,5.762727272727274,5.753523809523809
2025-08-18,5.785454545454545,5.763904761904761
2025-08-19,5.810363636363636,5.77647619047619
"
1608,CN,technical,"2021年12月02日-2022年04月18日，华润微加权移动平均线中20日均线和30日均线金叉的次数是多少？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",3.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2021-10-22,69.07
2021-10-25,68.95
2021-10-26,70.02
2021-10-27,62.14
2021-10-28,60.06
2021-10-29,61.78
2021-11-01,62.6
2021-11-02,64.78
2021-11-03,64.92
2021-11-04,67.66
2021-11-05,66.94
2021-11-08,66.33
2021-11-09,67.72
2021-11-10,68.09
2021-11-11,69.68
2021-11-12,65.41
2021-11-15,65.75
2021-11-16,65.37
2021-11-17,66.52
2021-11-18,64.5
2021-11-19,65.2
2021-11-22,69.95
2021-11-23,72.74
2021-11-24,73.01
2021-11-25,73.33
2021-11-26,72.6
2021-11-29,71.42
2021-11-30,71.58
2021-12-01,71.68
2021-12-02,70.8
2021-12-03,73.2
2021-12-06,69.66
2021-12-07,67.5
2021-12-08,68.54
2021-12-09,72.49
2021-12-10,71.1
2021-12-13,69.93
2021-12-14,69.92
2021-12-15,67.7
2021-12-16,67.39
2021-12-17,64.55
2021-12-20,63.01
2021-12-21,64.16
2021-12-22,64.23
2021-12-23,64.54
2021-12-24,63.16
2021-12-27,63.92
2021-12-28,64.64
2021-12-29,63.63
2021-12-30,64.55
2021-12-31,64.6
2022-01-04,63.13
2022-01-05,61.0
2022-01-06,61.32
2022-01-07,61.24
2022-01-10,61.9
2022-01-11,60.45
2022-01-12,61.33
2022-01-13,60.4
2022-01-14,60.7
2022-01-17,61.28
2022-01-18,62.18
2022-01-19,61.04
2022-01-20,58.26
2022-01-21,58.65
2022-01-24,59.21
2022-01-25,56.99
2022-01-26,57.47
2022-01-27,55.12
2022-01-28,54.69
2022-02-07,55.41
2022-02-08,55.54
2022-02-09,56.26
2022-02-10,57.1
2022-02-11,56.46
2022-02-14,55.39
2022-02-15,57.1
2022-02-16,56.71
2022-02-17,56.45
2022-02-18,54.92
2022-02-21,54.2
2022-02-22,54.83
2022-02-23,58.26
2022-02-24,58.03
2022-02-25,58.06
2022-02-28,58.67
2022-03-01,57.8
2022-03-02,56.9
2022-03-03,56.1
2022-03-04,56.82
2022-03-07,54.69
2022-03-08,54.83
2022-03-09,55.68
2022-03-10,55.54
2022-03-11,57.78
2022-03-14,56.63
2022-03-15,54.9
2022-03-16,58.81
2022-03-17,59.1
2022-03-18,60.93
2022-03-21,61.0
2022-03-22,59.35
2022-03-23,59.8
2022-03-24,57.98
2022-03-25,57.8
2022-03-28,56.8
2022-03-29,54.74
2022-03-30,55.98
2022-03-31,54.77
2022-04-01,55.14
2022-04-06,53.48
2022-04-07,52.84
2022-04-08,52.48
2022-04-11,48.25
2022-04-12,48.6
2022-04-13,46.8
2022-04-14,48.2
2022-04-15,48.6
2022-04-18,49.7
","date,20日,30日
2021-12-02,70.04419047619048,68.92337634408602
2021-12-03,70.45076190476192,69.27907526881721
2021-12-06,70.49038095238095,69.3975053763441
2021-12-07,70.30842857142858,69.37505376344086
2021-12-08,70.22657142857142,69.4251182795699
2021-12-09,70.5187619047619,69.71625806451613
2021-12-10,70.66519047619047,69.89098924731182
2021-12-13,70.67309523809524,69.97019354838712
2021-12-14,70.66014285714286,70.03298924731183
2021-12-15,70.41409523809524,69.94150537634408
2021-12-16,70.13290476190475,69.82404301075267
2021-12-17,69.56747619047619,69.52393548387097
2021-12-20,68.8584761904762,69.1296129032258
2021-12-21,68.29204761904762,68.81662365591399
2021-12-22,67.77314285714287,68.5158064516129
2021-12-23,67.32557142857142,68.24329032258065
2021-12-24,66.78842857142857,67.89279569892473
2021-12-27,66.36861904761903,67.59617204301074
2021-12-28,66.05309523809524,67.34993548387096
2021-12-29,65.67442857142856,67.04010752688173
2021-12-30,65.42171428571429,66.79584946236558
2021-12-31,65.20352380952382,66.55470967741935
2022-01-04,64.88628571428572,66.22002150537635
2022-01-05,64.3972857142857,65.7625806451613
2022-01-06,63.96971428571429,65.35103225806452
2022-01-07,63.56890476190476,64.95946236559139
2022-01-10,63.28452380952381,64.63647311827957
2022-01-11,62.90585714285715,64.24294623655915
2022-01-12,62.65614285714286,63.929784946236566
2022-01-13,62.358761904761906,63.57866666666666
2022-01-14,62.12471428571429,63.27116129032259
2022-01-17,61.97776190476191,63.02279569892474
2022-01-18,61.932095238095236,62.85812903225806
2022-01-19,61.781809523809514,62.63600000000001
2022-01-20,61.381619047619054,62.24840860215054
2022-01-21,61.047,61.908086021505376
2022-01-24,60.79376190476191,61.63365591397849
2022-01-25,60.34790476190476,61.24156989247312
2022-01-26,59.98076190476189,60.908279569892464
2022-01-27,59.42395238095238,60.450150537634414
2022-01-28,58.86671428571429,59.99133333333334
2022-02-07,58.425,59.60627956989247
2022-02-08,58.039428571428566,59.24926881720431
2022-02-09,57.75857142857142,58.95477419354838
2022-02-10,57.58028571428571,58.73146236559139
2022-02-11,57.36114285714286,58.482193548387094
2022-02-14,57.062857142857126,58.181268817204305
2022-02-15,56.95842857142858,58.00737634408602
2022-02-16,56.83280952380952,57.822989247311824
2022-02-17,56.704428571428565,57.638881720430106
2022-02-18,56.44914285714285,57.37150537634409
2022-02-21,56.15280952380952,57.078387096774186
2022-02-22,55.95019047619047,56.84827956989247
2022-02-23,56.1092380952381,56.857311827956984
2022-02-24,56.25961904761905,56.85739784946238
2022-02-25,56.41395238095238,56.86649462365591
2022-02-28,56.62919047619047,56.92178494623656
2022-03-01,56.76414285714285,56.927892473118284
2022-03-02,56.80952380952381,56.88163440860214
2022-03-03,56.78142857142857,56.793290322580646
2022-03-04,56.817238095238096,56.76064516129033
2022-03-07,56.64004761904761,56.5989247311828
2022-03-08,56.47961904761905,56.460408602150544
2022-03-09,56.40352380952382,56.3925376344086
2022-03-10,56.316857142857145,56.32716129032259
2022-03-11,56.45095238095237,56.41215053763441
2022-03-14,56.46923809523809,56.42481720430108
2022-03-15,56.31685714285714,56.33141935483871
2022-03-16,56.547333333333334,56.49477419354839
2022-03-17,56.79542857142857,56.67395698924731
2022-03-18,57.205190476190474,56.96264516129033
2022-03-21,57.592999999999996,57.24243010752688
2022-03-22,57.79128571428571,57.40374193548387
2022-03-23,58.010904761904754,57.58589247311828
2022-03-24,58.04985714285714,57.64301075268818
2022-03-25,58.071904761904754,57.68662365591398
2022-03-28,57.99995238095238,57.66283870967741
2022-03-29,57.74071428571428,57.5031182795699
2022-03-30,57.61414285714285,57.42847311827958
2022-03-31,57.37671428571428,57.277333333333324
2022-04-01,57.18085714285714,57.153677419354835
2022-04-06,56.83490476190477,56.92245161290324
2022-04-07,56.43376190476191,56.65148387096774
2022-04-08,56.00780952380953,56.36156989247311
2022-04-11,55.1942380952381,55.81118279569892
2022-04-12,54.44871428571428,55.30440860215054
2022-04-13,53.57547619047618,54.701849462365594
2022-04-14,52.88238095238095,54.21513978494623
2022-04-15,52.25928571428571,53.77488172043011
2022-04-18,51.78957142857143,53.42344086021505
"
1609,CN,technical,"对于华利集团在2023年09月29日到2023年12月28日间加权移动平均线，统计60日线与10日线的死叉次数。（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",0.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2023-07-10,52.08
2023-07-11,53.07
2023-07-12,54.99
2023-07-13,54.26
2023-07-14,52.0
2023-07-17,53.5
2023-07-18,52.07
2023-07-19,51.99
2023-07-20,51.59
2023-07-21,52.19
2023-07-24,54.23
2023-07-25,54.57
2023-07-26,53.15
2023-07-27,54.3
2023-07-28,55.56
2023-07-31,56.54
2023-08-01,56.45
2023-08-02,55.56
2023-08-03,56.68
2023-08-04,54.4
2023-08-07,53.57
2023-08-08,54.89
2023-08-09,54.36
2023-08-10,53.9
2023-08-11,52.2
2023-08-14,53.4
2023-08-15,53.49
2023-08-16,54.24
2023-08-17,54.58
2023-08-18,52.67
2023-08-21,52.3
2023-08-22,52.61
2023-08-23,51.56
2023-08-24,51.44
2023-08-25,50.45
2023-08-28,50.69
2023-08-29,52.3
2023-08-30,53.14
2023-08-31,51.71
2023-09-01,52.74
2023-09-04,53.8
2023-09-05,52.65
2023-09-06,50.85
2023-09-07,50.5
2023-09-08,51.13
2023-09-11,53.48
2023-09-12,53.21
2023-09-13,53.78
2023-09-14,52.0
2023-09-15,51.39
2023-09-18,51.9
2023-09-19,51.55
2023-09-20,51.57
2023-09-21,51.25
2023-09-22,51.93
2023-09-25,51.07
2023-09-26,49.9
2023-09-27,49.83
2023-09-28,50.19
2023-10-09,52.4
2023-10-10,51.53
2023-10-11,50.52
2023-10-12,50.39
2023-10-13,50.27
2023-10-16,49.76
2023-10-17,51.65
2023-10-18,52.8
2023-10-19,52.02
2023-10-20,51.65
2023-10-23,50.32
2023-10-24,51.2
2023-10-25,51.11
2023-10-26,51.08
2023-10-27,52.81
2023-10-30,50.25
2023-10-31,50.2
2023-11-01,50.15
2023-11-02,50.1
2023-11-03,51.51
2023-11-06,50.5
2023-11-07,49.55
2023-11-08,50.7
2023-11-09,50.43
2023-11-10,50.68
2023-11-13,49.8
2023-11-14,49.8
2023-11-15,50.05
2023-11-16,49.47
2023-11-17,48.6
2023-11-20,47.66
2023-11-21,47.7
2023-11-22,46.43
2023-11-23,47.07
2023-11-24,46.9
2023-11-27,47.04
2023-11-28,48.63
2023-11-29,47.36
2023-11-30,47.8
2023-12-01,47.0
2023-12-04,46.51
2023-12-05,46.25
2023-12-06,46.01
2023-12-07,46.84
2023-12-08,46.52
2023-12-11,47.64
2023-12-12,50.63
2023-12-13,50.43
2023-12-14,51.75
2023-12-15,52.06
2023-12-18,51.96
2023-12-19,52.0
2023-12-20,52.11
2023-12-21,52.31
2023-12-22,50.25
2023-12-25,51.73
2023-12-26,51.65
2023-12-27,51.49
2023-12-28,52.21
","date,60日,10日
2023-10-09,52.3200218579235,50.98963636363636
2023-10-10,52.27739890710383,51.05709090909092
2023-10-11,52.20196174863388,50.94763636363636
2023-10-12,52.12365573770492,50.83327272727273
2023-10-13,52.043928961748634,50.71854545454545
2023-10-16,51.949661202185794,50.52890909090909
2023-10-17,51.91858469945355,50.72236363636364
2023-10-18,51.92622404371585,51.114363636363635
2023-10-19,51.90789071038251,51.311818181818175
2023-10-20,51.877409836065574,51.402181818181816
2023-10-23,51.80328961748634,51.22418181818182
2023-10-24,51.759043715847,51.244
2023-10-25,51.71350273224045,51.253454545454545
2023-10-26,51.66886885245902,51.246727272727284
2023-10-27,51.682087431693986,51.542
2023-10-30,51.61218579234973,51.32563636363636
2023-10-31,51.543546448087426,51.091272727272724
2023-11-01,51.47673224043716,50.87418181818182
2023-11-02,51.41172131147542,50.69618181818182
2023-11-03,51.39592349726776,50.80945454545454
2023-11-06,51.34983606557377,50.741636363636374
2023-11-07,51.27473224043716,50.49781818181818
2023-11-08,51.23953005464482,50.49309090909091
2023-11-09,51.197765027322404,50.44672727272727
2023-11-10,51.16634426229509,50.45763636363637
2023-11-13,51.10783060109289,50.347272727272724
2023-11-14,51.050628415300544,50.24509090909091
2023-11-15,51.00359016393441,50.19563636363636
2023-11-16,50.93941530054645,50.04254545454545
2023-11-17,50.849322404371584,49.74272727272727
2023-11-20,50.731677595628405,49.32490909090909
2023-11-21,50.618081967213115,48.965999999999994
2023-11-22,50.465360655737705,48.40981818181819
2023-11-23,50.336999999999996,48.047636363636364
2023-11-24,50.20551912568306,47.715636363636364
2023-11-27,50.08110928961748,47.477818181818186
2023-11-28,50.010693989071044,47.57927272727273
2023-11-29,49.89976502732241,47.471090909090904
2023-11-30,49.805961748633884,47.49181818181818
2023-12-01,49.688846994535524,47.397454545454536
2023-12-04,49.558240437158474,47.24309090909091
2023-12-05,49.42251366120218,47.062363636363635
2023-12-06,49.283043715847,46.86436363636363
2023-12-07,49.17441530054644,46.824909090909095
2023-12-08,49.05748633879782,46.73145454545454
2023-12-11,48.97945355191256,46.84854545454546
2023-12-12,49.0013606557377,47.498363636363635
2023-12-13,49.018267759562846,48.07545454545455
2023-12-14,49.07997267759561,48.83672727272727
2023-12-15,49.152950819672135,49.58254545454545
2023-12-18,49.22261748633879,50.21818181818182
2023-12-19,49.29328415300546,50.762
2023-12-20,49.36750273224044,51.221272727272726
2023-12-21,49.447972677595644,51.606
2023-12-22,49.460497267759564,51.51672727272727
2023-12-25,49.52209289617486,51.62872727272727
2023-12-26,49.58117486338797,51.65181818181818
2023-12-27,49.63469398907103,51.627272727272725
2023-12-28,49.710950819672135,51.714363636363636
"
1610,CN,technical,"恒瑞医药2019年12月27日至2020年12月18日, 对于指数移动平均的60日线和20日线，有多少次死叉？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",6.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2019-01-03,51.07
2019-01-04,54.35
2019-01-07,53.57
2019-01-08,53.98
2019-01-09,55.53
2019-01-10,56.27
2019-01-11,55.95
2019-01-14,54.33
2019-01-15,56.44
2019-01-16,57.47
2019-01-17,57.36
2019-01-18,59.17
2019-01-21,59.07
2019-01-22,57.69
2019-01-23,58.02
2019-01-24,59.38
2019-01-25,58.99
2019-01-28,54.82
2019-01-29,57.18
2019-01-30,57.4
2019-01-31,59.05
2019-02-01,60.82
2019-02-11,61.85
2019-02-12,63.5
2019-02-13,65.59
2019-02-14,65.8
2019-02-15,64.29
2019-02-18,66.83
2019-02-19,65.93
2019-02-20,64.95
2019-02-21,65.44
2019-02-22,66.3
2019-02-25,68.5
2019-02-26,68.0
2019-02-27,68.8
2019-02-28,71.9
2019-03-01,72.0
2019-03-04,72.27
2019-03-05,72.12
2019-03-06,71.25
2019-03-07,70.38
2019-03-08,69.66
2019-03-11,70.3
2019-03-12,69.81
2019-03-13,69.88
2019-03-14,70.06
2019-03-15,71.52
2019-03-18,74.1
2019-03-19,72.1
2019-03-20,72.72
2019-03-21,72.4
2019-03-22,73.13
2019-03-25,71.2
2019-03-26,71.55
2019-03-27,74.36
2019-03-28,64.65
2019-03-29,65.42
2019-04-01,65.75
2019-04-02,65.28
2019-04-03,65.58
2019-04-04,66.14
2019-04-08,63.98
2019-04-09,64.82
2019-04-10,65.73
2019-04-11,63.98
2019-04-12,64.62
2019-04-15,63.35
2019-04-16,64.86
2019-04-17,64.53
2019-04-18,64.13
2019-04-19,64.45
2019-04-22,62.14
2019-04-23,62.84
2019-04-24,62.85
2019-04-25,63.9
2019-04-26,62.33
2019-04-29,65.32
2019-04-30,65.75
2019-05-06,64.2
2019-05-07,66.14
2019-05-08,64.23
2019-05-09,62.5
2019-05-10,64.12
2019-05-13,64.17
2019-05-14,63.03
2019-05-15,65.41
2019-05-16,64.28
2019-05-17,62.76
2019-05-20,60.25
2019-05-21,60.81
2019-05-22,61.06
2019-05-23,59.61
2019-05-24,60.07
2019-05-27,61.2
2019-05-28,62.52
2019-05-29,61.91
2019-05-30,61.91
2019-05-31,62.16
2019-06-03,63.22
2019-06-04,62.03
2019-06-05,59.0
2019-06-06,57.98
2019-06-10,58.63
2019-06-11,60.12
2019-06-12,60.35
2019-06-13,61.3
2019-06-14,61.28
2019-06-17,61.6
2019-06-18,62.59
2019-06-19,64.38
2019-06-20,65.51
2019-06-21,65.9
2019-06-24,66.06
2019-06-25,66.03
2019-06-26,66.5
2019-06-27,66.9
2019-06-28,66.0
2019-07-01,68.23
2019-07-02,70.21
2019-07-03,68.37
2019-07-04,66.11
2019-07-05,67.4
2019-07-08,66.5
2019-07-09,66.48
2019-07-10,67.41
2019-07-11,66.66
2019-07-12,66.45
2019-07-15,67.38
2019-07-16,66.06
2019-07-17,66.24
2019-07-18,66.02
2019-07-19,66.02
2019-07-22,66.54
2019-07-23,66.05
2019-07-24,66.6
2019-07-25,66.72
2019-07-26,66.82
2019-07-29,66.65
2019-07-30,66.96
2019-07-31,66.94
2019-08-01,66.73
2019-08-02,66.04
2019-08-05,64.1
2019-08-06,64.74
2019-08-07,65.5
2019-08-08,66.66
2019-08-09,66.88
2019-08-12,67.25
2019-08-13,67.06
2019-08-14,68.69
2019-08-15,69.0
2019-08-16,69.12
2019-08-19,71.94
2019-08-20,71.96
2019-08-21,71.71
2019-08-22,71.73
2019-08-23,76.6
2019-08-26,75.55
2019-08-27,75.8
2019-08-28,77.12
2019-08-29,76.94
2019-08-30,80.05
2019-09-02,79.61
2019-09-03,78.5
2019-09-04,78.28
2019-09-05,78.48
2019-09-06,80.11
2019-09-09,79.25
2019-09-10,80.57
2019-09-11,78.09
2019-09-12,78.6
2019-09-16,79.76
2019-09-17,79.03
2019-09-18,79.81
2019-09-19,80.14
2019-09-20,81.5
2019-09-23,81.1
2019-09-24,82.5
2019-09-25,82.83
2019-09-26,81.31
2019-09-27,81.05
2019-09-30,80.68
2019-10-08,80.35
2019-10-09,78.69
2019-10-10,83.0
2019-10-11,83.39
2019-10-14,83.56
2019-10-15,85.25
2019-10-16,85.97
2019-10-17,85.8
2019-10-18,84.27
2019-10-21,82.61
2019-10-22,83.69
2019-10-23,82.78
2019-10-24,82.71
2019-10-25,87.54
2019-10-28,91.08
2019-10-29,90.76
2019-10-30,90.18
2019-10-31,90.88
2019-11-01,92.5
2019-11-04,92.2
2019-11-05,91.3
2019-11-06,91.19
2019-11-07,90.58
2019-11-08,91.3
2019-11-11,88.88
2019-11-12,89.67
2019-11-13,91.39
2019-11-14,94.33
2019-11-15,92.7
2019-11-18,92.9
2019-11-19,95.63
2019-11-20,95.0
2019-11-21,92.6
2019-11-22,88.98
2019-11-25,88.12
2019-11-26,88.9
2019-11-27,89.65
2019-11-28,89.68
2019-11-29,85.9
2019-12-02,83.73
2019-12-03,84.55
2019-12-04,85.65
2019-12-05,85.91
2019-12-06,87.1
2019-12-09,83.62
2019-12-10,84.5
2019-12-11,85.0
2019-12-12,85.1
2019-12-13,86.85
2019-12-16,85.25
2019-12-17,86.04
2019-12-18,84.75
2019-12-19,84.86
2019-12-20,84.9
2019-12-23,85.23
2019-12-24,84.5
2019-12-25,83.38
2019-12-26,84.38
2019-12-27,84.38
2019-12-30,85.5
2019-12-31,87.52
2020-01-02,87.68
2020-01-03,85.95
2020-01-06,84.09
2020-01-07,84.87
2020-01-08,84.68
2020-01-09,86.88
2020-01-10,87.5
2020-01-13,87.84
2020-01-14,86.51
2020-01-15,86.93
2020-01-16,86.44
2020-01-17,90.66
2020-01-20,90.1
2020-01-21,90.37
2020-01-22,90.33
2020-01-23,87.99
2020-02-03,85.46
2020-02-04,86.75
2020-02-05,88.91
2020-02-06,90.09
2020-02-07,89.65
2020-02-10,88.5
2020-02-11,90.15
2020-02-12,92.96
2020-02-13,91.45
2020-02-14,91.55
2020-02-17,92.38
2020-02-18,90.6
2020-02-19,89.68
2020-02-20,90.8
2020-02-21,90.2
2020-02-24,88.38
2020-02-25,88.31
2020-02-26,86.68
2020-02-27,87.21
2020-02-28,84.09
2020-03-02,85.2
2020-03-03,88.34
2020-03-04,87.8
2020-03-05,91.7
2020-03-06,92.25
2020-03-09,88.89
2020-03-10,90.6
2020-03-11,89.03
2020-03-12,86.38
2020-03-13,84.7
2020-03-16,82.05
2020-03-17,81.09
2020-03-18,80.6
2020-03-19,79.0
2020-03-20,80.16
2020-03-23,82.3
2020-03-24,85.66
2020-03-25,88.97
2020-03-26,90.28
2020-03-27,90.89
2020-03-30,90.7
2020-03-31,92.03
2020-04-01,90.0
2020-04-02,91.85
2020-04-03,93.73
2020-04-07,95.5
2020-04-08,94.78
2020-04-09,96.79
2020-04-10,96.21
2020-04-13,96.67
2020-04-14,98.49
2020-04-15,97.43
2020-04-16,97.41
2020-04-17,96.6
2020-04-20,96.7
2020-04-21,95.3
2020-04-22,97.5
2020-04-23,96.05
2020-04-24,95.28
2020-04-27,96.35
2020-04-28,96.05
2020-04-29,93.39
2020-04-30,93.0
2020-05-06,96.42
2020-05-07,96.6
2020-05-08,97.05
2020-05-11,93.68
2020-05-12,95.44
2020-05-13,95.7
2020-05-14,97.2
2020-05-15,94.83
2020-05-18,97.2
2020-05-19,97.94
2020-05-20,97.9
2020-05-21,99.74
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2020-09-14,91.36
2020-09-15,91.1
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2020-04-29,91.33403150601399,94.66753106758094
2020-04-30,91.38865342384959,94.50871858495418
2020-05-06,91.55361560667419,94.69074538638712
2020-05-07,91.71907083268488,94.87257915911216
2020-05-08,91.89385539554767,95.07995257253006
2020-05-11,91.95241751372645,94.94662375609863
2020-05-12,92.06676448048951,94.99361196980352
2020-05-13,92.18588695653902,95.06088702029842
2020-05-14,92.35028410550495,95.26461206598428
2020-05-15,92.4315862659802,95.22322044065245
2020-05-18,92.58792769988248,95.41148516059032
2020-05-19,92.7634054802142,95.65229609767695
2020-05-20,92.93181841528914,95.86636313599344
2020-05-21,93.15503748364033,96.23528093256549
2020-05-22,93.2443805169636,96.20144465327354
2020-05-25,92.84128607378446,94.74892611486655
2020-05-26,92.46944062874233,93.4871236277364
2020-05-27,92.05634421468521,92.19025471080913
2020-05-28,91.61187391256438,90.8864209288273
2020-05-29,91.18853378428358,89.72580941179613
2020-06-01,90.82890972578248,88.82049422972031
2020-06-02,90.48697825936338,88.01854239831837
2020-06-03,90.14871667708917,87.2710621699071
2020-06-04,89.85531613029936,86.69286577277309
2020-06-05,89.60760084733872,86.27449760393756
2020-06-08,89.30243360644236,85.70549783213399
2020-06-09,89.09481283246065,85.44497422907361
2020-06-10,88.9454747068062,85.35878620725708
2020-06-11,88.79840996232075,85.27318752085165
2020-06-12,88.70141291437581,85.32716966172293
2020-06-15,88.55513708111759,85.22362969393978
2020-06-16,88.50873914403176,85.4061411516598
2020-06-17,88.54615753275203,85.81031818483505
2020-06-18,88.57087367921918,86.14266883389838
2020-06-19,88.7154351979333,86.79384323066996
2020-06-22,88.86345371603385,87.40681054203472
2020-06-23,89.04825851222945,88.08235239517427
2020-06-24,89.17618446264815,88.54593788134815
2020-06-29,89.27630956223345,88.89680094026738
2020-06-30,89.37544695363563,89.22091513643238
2020-07-01,89.43035033220495,89.3951136948674
2020-07-02,89.4883716327884,89.56700762868955
2020-07-03,89.566785677615,89.7872926164334
2020-07-06,89.68361237670959,90.10564570058261
2020-07-07,89.93300213485026,90.78986991957474
2020-07-08,90.1666741960027,91.38702516532953
2020-07-09,90.44022586170752,92.06540372101243
2020-07-10,90.73234960394662,92.75917479520173
2020-07-13,91.0303053546369,93.43163433851585
2020-07-14,91.27291829382912,93.9076691634191
2020-07-15,91.6570849071462,94.77265305261729
2020-07-16,91.81095097576436,94.92287657141563
2020-07-17,91.95911651754257,95.0568883265189
2020-07-20,92.10767007434445,95.19337515256471
2020-07-21,92.34348417026759,95.58448228089188
2020-07-22,92.57386173845553,95.9450077779498
2020-07-23,92.79668594375208,96.27119751338316
2020-07-24,92.86204050297333,96.13013108353715
2020-07-27,92.94492442090862,96.05964240891457
2020-07-28,92.99918919399359,95.92062884616081
2020-07-29,93.0926584007479,95.9139022893836
2020-07-30,93.15421058432993,95.82400683325183
2020-07-31,93.19440040123715,95.68648237294214
2020-08-03,93.1945839946392,95.44967452790003
2020-08-04,93.22033533907725,95.30970552524289
2020-08-05,93.20622598369766,95.06973357045786
2020-08-06,93.13389070554364,94.68213989708093
2020-08-07,93.07048445290286,94.35050752593037
2020-08-10,92.99571447084047,94.01141157107985
2020-08-11,92.95585497999323,93.79889618335795
2020-08-12,92.85926957081313,93.43804892780005
2020-08-13,92.72880171603236,93.00394902991432
2020-08-14,92.62293936468703,92.67023959849391
2020-08-17,92.56644954945138,92.5016453510183
2020-08-18,92.59377907242018,92.5872029366356
2020-08-19,92.59824533234082,92.60080265695603
2020-08-20,92.56879466570669,92.51501192772213
2020-08-21,92.5435882832245,92.44691555365335
2020-08-24,92.53953620836467,92.44435216759113
2020-08-25,92.58709239825436,92.59155672305864
2020-08-26,92.65243363109848,92.78093227324354
2020-08-27,92.70022269237393,92.90751015198225
2020-08-28,92.7884121122961,93.14393775655537
2020-08-31,92.8566608954995,93.30832463688344
2020-09-01,92.89381955466345,93.37324610003739
2020-09-02,92.95303858565809,93.49960361431954
2020-09-03,93.02015207465291,93.64249850819387
2020-09-04,93.03621266236921,93.62987960265158
2020-09-07,92.9891237226194,93.43655773573238
2020-09-08,92.96751310876303,93.33117128471025
2020-09-09,92.88005366257407,93.04248830521404
2020-09-10,92.80988796871918,92.82320370471746
2020-09-11,92.77710475663002,92.726708113792
2020-09-14,92.73064230559298,92.59654543628801
2020-09-15,92.67717862344239,92.45401729949867
2020-09-16,92.58087768496887,92.19553946145118
2020-09-17,92.37461940021579,91.63310713178916
2020-09-18,92.2633204034874,91.38043026209495
2020-09-21,92.13993284927469,91.10610357046686
2020-09-22,92.04682029683944,90.93409370661287
2020-09-23,91.97446553300864,90.82989430598307
2020-09-24,91.83956502372966,90.54704722922278
2020-09-25,91.72843174426312,90.34732844548728
2020-09-28,91.6252044739594,90.17901145067897
2020-09-29,91.56831252399351,90.15148655061431
2020-09-30,91.51099080189536,90.11991640293675
2020-10-09,91.52538454609551,90.29421007884753
2020-10-12,91.61307685605958,90.66619007133825
2020-10-13,91.68150056569696,90.95512435025842
2020-10-14,91.72473005534624,91.14987441213857
2020-10-15,91.7717880863185,91.34131494431585
2020-10-16,91.8153360179146,91.50880875914291
2020-10-19,91.80565286978626,91.5098745916055
2020-10-20,91.779565890449,91.46226748764306
2020-10-21,91.70744897600805,91.28300391739134
2020-10-22,91.63704081286025,91.11890830621121
2020-10-23,91.52271160588121,90.8361551341911
2020-10-26,91.44590138929495,90.67842607379195
2020-10-27,91.3732488847279,90.54048073343083
2020-10-28,91.37281449506469,90.61853018738981
2020-10-29,91.36190254440682,90.65867016954316
2020-10-30,91.279217215082,90.48546348672951
2020-11-02,91.21202976540718,90.36589553561242
2020-11-03,91.17720911736104,90.3453340560303
2020-11-04,91.1441858676115,90.3286355745036
2020-11-05,91.14601583916522,90.41162266264611
2020-11-06,91.07204810673356,90.26670621858457
2020-11-09,91.01624325077509,90.18130562633841
2020-11-10,90.91571068517591,89.9688003285919
2020-11-11,90.7601136135308,89.60700982110696
2020-11-12,90.62207710161175,89.31586602862059
2020-11-13,90.45414014746054,88.952450216371
2020-11-16,90.2959716180356,88.63602638624043
2020-11-17,90.13971025350983,88.34021434945564
2020-11-18,90.02398204847671,88.17543203045986
2020-11-19,89.9346711616414,88.09205755136844
2020-11-20,89.83550161535808,87.9794806417143
2020-11-23,89.71368189026437,87.80238724726532
2020-11-24,89.6302824840262,87.74215989038291
2020-11-25,89.5155191238942,87.58862085320358
2020-11-26,89.4002562017993,87.43732362908895
2020-11-27,89.31991993288784,87.39091185489
2020-11-30,89.2107422301702,87.25749167823382
2020-12-01,89.15825887836134,87.29106389935441
2020-12-02,89.10487334136587,87.31381971846352
2020-12-03,89.1338938875506,87.5686940309908
2020-12-04,89.20556949779484,87.92596126613452
2020-12-07,89.22768197327697,88.11206019316933
2020-12-08,89.25529895775969,88.29853065096273
2020-12-09,89.22201046734133,88.292956303252
2020-12-10,89.21473143562523,88.36029379818038
2020-12-11,89.22408450330964,88.46883724597272
2020-12-14,89.2531309130372,88.62513846064199
2020-12-15,89.50778235851138,89.42464908343798
2020-12-16,89.75375670741265,90.1470634564439
2020-12-17,90.25953517602207,91.57877169868735
2020-12-18,90.76446844893937,92.91984106071712
"
1611,CN,technical,天齐锂业从2022年12月31日到2023年08月03日，指数移动平均的5日线与60日线发生金叉多少次？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2022-01-06,99.23
2022-01-07,92.17
2022-01-10,95.48
2022-01-11,94.99
2022-01-12,97.03
2022-01-13,90.78
2022-01-14,90.4
2022-01-17,88.36
2022-01-18,88.69
2022-01-19,83.46
2022-01-20,81.32
2022-01-21,82.03
2022-01-24,88.08
2022-01-25,86.76
2022-01-26,85.67
2022-01-27,88.64
2022-01-28,88.4
2022-02-07,83.08
2022-02-08,81.15
2022-02-09,81.67
2022-02-10,80.72
2022-02-11,83.35
2022-02-14,86.98
2022-02-15,88.02
2022-02-16,87.2
2022-02-17,95.92
2022-02-18,95.68
2022-02-21,97.2
2022-02-22,100.85
2022-02-23,101.0
2022-02-24,96.4
2022-02-25,98.35
2022-02-28,100.38
2022-03-01,96.0
2022-03-02,95.6
2022-03-03,93.64
2022-03-04,92.7
2022-03-07,90.5
2022-03-08,81.46
2022-03-09,81.9
2022-03-10,85.09
2022-03-11,84.02
2022-03-14,82.45
2022-03-15,83.49
2022-03-16,87.48
2022-03-17,85.19
2022-03-18,83.51
2022-03-21,85.06
2022-03-22,85.79
2022-03-23,84.38
2022-03-24,84.84
2022-03-25,86.47
2022-03-28,81.55
2022-03-29,82.31
2022-03-30,84.99
2022-03-31,81.39
2022-04-01,82.46
2022-04-06,81.62
2022-04-07,80.8
2022-04-08,78.11
2022-04-11,70.3
2022-04-12,72.04
2022-04-13,73.96
2022-04-14,74.3
2022-04-15,72.93
2022-04-18,74.05
2022-04-19,73.5
2022-04-20,71.07
2022-04-21,68.66
2022-04-22,66.5
2022-04-25,59.9
2022-04-26,59.41
2022-04-27,65.35
2022-04-28,69.48
2022-04-29,76.43
2022-05-05,78.23
2022-05-06,78.46
2022-05-09,78.34
2022-05-10,80.42
2022-05-11,82.0
2022-05-12,80.03
2022-05-13,80.14
2022-05-16,81.1
2022-05-17,85.16
2022-05-18,86.91
2022-05-19,91.5
2022-05-20,91.3
2022-05-23,99.04
2022-05-24,96.4
2022-05-25,97.52
2022-05-26,97.0
2022-05-27,96.59
2022-05-30,98.62
2022-05-31,98.33
2022-06-01,95.57
2022-06-02,94.39
2022-06-06,103.83
2022-06-07,104.95
2022-06-08,109.85
2022-06-09,109.99
2022-06-10,111.52
2022-06-13,117.86
2022-06-14,115.81
2022-06-15,117.68
2022-06-16,114.75
2022-06-17,119.02
2022-06-20,117.82
2022-06-21,114.39
2022-06-22,114.96
2022-06-23,119.03
2022-06-24,117.86
2022-06-27,125.66
2022-06-28,128.4
2022-06-29,122.8
2022-06-30,124.8
2022-07-01,133.0
2022-07-04,141.7
2022-07-05,147.17
2022-07-06,143.83
2022-07-07,144.86
2022-07-08,148.0
2022-07-11,134.45
2022-07-12,127.8
2022-07-13,128.6
2022-07-14,125.55
2022-07-15,124.0
2022-07-18,119.97
2022-07-19,120.65
2022-07-20,123.7
2022-07-21,115.0
2022-07-22,116.85
2022-07-25,117.7
2022-07-26,121.56
2022-07-27,118.75
2022-07-28,115.75
2022-07-29,115.5
2022-08-01,117.65
2022-08-02,111.85
2022-08-03,109.8
2022-08-04,113.4
2022-08-05,116.88
2022-08-08,118.19
2022-08-09,119.45
2022-08-10,117.78
2022-08-11,117.5
2022-08-12,115.11
2022-08-15,120.09
2022-08-16,116.68
2022-08-17,114.97
2022-08-18,113.92
2022-08-19,109.2
2022-08-22,120.12
2022-08-23,121.07
2022-08-24,119.13
2022-08-25,112.47
2022-08-26,115.51
2022-08-29,116.05
2022-08-30,115.63
2022-08-31,114.24
2022-09-01,107.92
2022-09-02,105.22
2022-09-05,105.5
2022-09-06,110.77
2022-09-07,109.51
2022-09-08,107.59
2022-09-09,110.35
2022-09-13,112.0
2022-09-14,113.01
2022-09-15,109.92
2022-09-16,104.02
2022-09-19,105.54
2022-09-20,114.3
2022-09-21,114.79
2022-09-22,115.04
2022-09-23,111.67
2022-09-26,109.9
2022-09-27,108.98
2022-09-28,102.29
2022-09-29,104.11
2022-09-30,100.4
2022-10-10,97.02
2022-10-11,100.6
2022-10-12,102.0
2022-10-13,97.88
2022-10-14,101.92
2022-10-17,99.6
2022-10-18,98.51
2022-10-19,98.78
2022-10-20,95.18
2022-10-21,92.59
2022-10-24,93.2
2022-10-25,95.29
2022-10-26,95.6
2022-10-27,95.65
2022-10-28,92.44
2022-10-31,95.55
2022-11-01,100.18
2022-11-02,99.35
2022-11-03,96.71
2022-11-04,104.9
2022-11-07,104.99
2022-11-08,105.86
2022-11-09,105.39
2022-11-10,100.35
2022-11-11,102.1
2022-11-14,98.37
2022-11-15,98.99
2022-11-16,95.69
2022-11-17,94.91
2022-11-18,92.02
2022-11-21,93.24
2022-11-22,91.18
2022-11-23,91.83
2022-11-24,92.38
2022-11-25,89.57
2022-11-28,87.1
2022-11-29,87.8
2022-11-30,90.13
2022-12-01,89.76
2022-12-02,88.43
2022-12-05,88.3
2022-12-06,89.22
2022-12-07,89.67
2022-12-08,89.0
2022-12-09,88.9
2022-12-12,86.85
2022-12-13,85.68
2022-12-14,85.58
2022-12-15,87.18
2022-12-16,83.47
2022-12-19,87.35
2022-12-20,83.98
2022-12-21,82.5
2022-12-22,80.13
2022-12-23,80.24
2022-12-26,81.81
2022-12-27,81.93
2022-12-28,80.67
2022-12-29,80.83
2022-12-30,78.99
2023-01-03,81.36
2023-01-04,79.05
2023-01-05,81.79
2023-01-06,84.25
2023-01-09,85.02
2023-01-10,85.93
2023-01-11,84.29
2023-01-12,85.26
2023-01-13,85.64
2023-01-16,87.22
2023-01-17,86.64
2023-01-18,87.99
2023-01-19,89.03
2023-01-20,93.98
2023-01-30,96.97
2023-01-31,95.98
2023-02-01,97.09
2023-02-02,94.84
2023-02-03,93.16
2023-02-06,91.59
2023-02-07,91.74
2023-02-08,93.24
2023-02-09,92.23
2023-02-10,89.85
2023-02-13,89.7
2023-02-14,89.18
2023-02-15,88.22
2023-02-16,85.76
2023-02-17,83.55
2023-02-20,82.98
2023-02-21,83.11
2023-02-22,82.03
2023-02-23,82.71
2023-02-24,82.25
2023-02-27,82.5
2023-02-28,81.99
2023-03-01,82.1
2023-03-02,80.55
2023-03-03,80.23
2023-03-06,81.18
2023-03-07,79.71
2023-03-08,79.36
2023-03-09,80.11
2023-03-10,78.33
2023-03-13,77.02
2023-03-14,77.0
2023-03-15,76.1
2023-03-16,73.89
2023-03-17,74.68
2023-03-20,75.03
2023-03-21,76.99
2023-03-22,76.99
2023-03-23,76.68
2023-03-24,76.14
2023-03-27,76.38
2023-03-28,74.55
2023-03-29,75.3
2023-03-30,76.52
2023-03-31,75.52
2023-04-03,80.09
2023-04-04,77.35
2023-04-06,76.24
2023-04-07,75.92
2023-04-10,78.15
2023-04-11,79.97
2023-04-12,78.49
2023-04-13,76.91
2023-04-14,81.39
2023-04-17,82.28
2023-04-18,83.25
2023-04-19,83.52
2023-04-20,80.02
2023-04-21,79.19
2023-04-24,76.02
2023-04-25,70.07
2023-04-26,71.3
2023-04-27,70.86
2023-04-28,71.26
2023-05-04,73.16
2023-05-05,72.16
2023-05-08,72.21
2023-05-09,71.17
2023-05-10,74.91
2023-05-11,75.88
2023-05-12,74.71
2023-05-15,82.18
2023-05-16,82.61
2023-05-17,80.84
2023-05-18,81.0
2023-05-19,79.49
2023-05-22,79.48
2023-05-23,78.62
2023-05-24,78.18
2023-05-25,76.85
2023-05-26,73.92
2023-05-29,73.28
2023-05-30,73.4
2023-05-31,71.94
2023-06-01,72.33
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2023-06-28,72.48616801096537,76.18067505939081
2023-06-29,72.09411200731026,76.02098079514849
2023-06-30,71.36607467154018,75.82062076907805
2023-07-03,71.05738311436012,75.64420697337057
2023-07-04,70.91492207624009,75.47980674473547
2023-07-05,70.86328138416006,75.325058982613
2023-07-06,70.31218758944004,75.12456524547815
2023-07-07,69.71145839296003,74.90769425382312
2023-07-10,70.08430559530669,74.77399936025515
2023-07-11,70.2895370635378,74.64042561073857
2023-07-12,70.3130247090252,74.50008378743567
2023-07-13,70.47868313935014,74.37909743374925
2023-07-14,70.38578875956676,74.24207784575748
2023-07-17,69.98052583971118,74.07578021147035
2023-07-18,69.31701722647412,73.87624643404507
2023-07-19,68.82467815098275,73.67833671489605
2023-07-20,68.63978543398851,73.50101419965355
2023-07-21,67.836523622659,73.26262029146818
2023-07-24,66.23768241510601,72.92745241305938
2023-07-25,66.038454943404,72.68851954705744
2023-07-26,65.71896996226934,72.43905988977686
2023-07-27,65.20597997484623,72.16827104093171
2023-07-28,65.19065331656415,71.9384916625405
2023-07-31,65.64376887770943,71.76181980475229
2023-08-01,65.85584591847297,71.58208800787517
2023-08-02,65.70723061231531,71.37972446663336
2023-08-03,65.72815374154354,71.19579907428474
"
1612,CN,technical,在2022年12月28日至2023年11月20日期间，福耀玻璃的指数移动平均30日线和5日线共出现几次死叉？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2022-07-05,41.1
2022-07-06,41.45
2022-07-07,43.03
2022-07-08,42.15
2022-07-11,41.3
2022-07-12,41.48
2022-07-13,40.9
2022-07-14,41.5
2022-07-15,41.81
2022-07-18,41.85
2022-07-19,42.43
2022-07-20,41.8
2022-07-21,41.71
2022-07-22,42.1
2022-07-25,40.98
2022-07-26,41.29
2022-07-27,41.77
2022-07-28,41.8
2022-07-29,41.02
2022-08-01,41.14
2022-08-02,40.05
2022-08-03,39.37
2022-08-04,38.93
2022-08-05,39.18
2022-08-08,39.04
2022-08-09,38.6
2022-08-10,37.68
2022-08-11,39.16
2022-08-12,39.04
2022-08-15,39.13
2022-08-16,39.1
2022-08-17,39.27
2022-08-18,39.32
2022-08-19,38.99
2022-08-22,39.74
2022-08-23,39.12
2022-08-24,38.32
2022-08-25,38.56
2022-08-26,38.12
2022-08-29,38.48
2022-08-30,38.7
2022-08-31,39.06
2022-09-01,39.45
2022-09-02,39.78
2022-09-05,38.97
2022-09-06,40.3
2022-09-07,40.54
2022-09-08,41.24
2022-09-09,40.89
2022-09-13,41.28
2022-09-14,40.07
2022-09-15,39.49
2022-09-16,38.88
2022-09-19,39.02
2022-09-20,39.41
2022-09-21,38.7
2022-09-22,37.69
2022-09-23,37.56
2022-09-26,37.55
2022-09-27,37.47
2022-09-28,36.73
2022-09-29,36.55
2022-09-30,35.81
2022-10-10,35.24
2022-10-11,34.88
2022-10-12,35.89
2022-10-13,35.76
2022-10-14,37.33
2022-10-17,37.32
2022-10-18,36.85
2022-10-19,36.61
2022-10-20,36.1
2022-10-21,35.5
2022-10-24,34.57
2022-10-25,34.52
2022-10-26,34.78
2022-10-27,34.57
2022-10-28,33.31
2022-10-31,33.43
2022-11-01,35.74
2022-11-02,36.52
2022-11-03,36.7
2022-11-04,38.07
2022-11-07,38.14
2022-11-08,38.1
2022-11-09,37.31
2022-11-10,37.09
2022-11-11,37.3
2022-11-14,37.39
2022-11-15,37.81
2022-11-16,37.26
2022-11-17,36.9
2022-11-18,36.68
2022-11-21,36.1
2022-11-22,36.23
2022-11-23,36.34
2022-11-24,35.87
2022-11-25,35.81
2022-11-28,35.5
2022-11-29,36.2
2022-11-30,37.13
2022-12-01,37.45
2022-12-02,36.8
2022-12-05,37.2
2022-12-06,37.14
2022-12-07,37.43
2022-12-08,37.27
2022-12-09,37.79
2022-12-12,36.45
2022-12-13,36.23
2022-12-14,36.13
2022-12-15,36.92
2022-12-16,36.64
2022-12-19,36.13
2022-12-20,35.56
2022-12-21,35.68
2022-12-22,35.49
2022-12-23,35.08
2022-12-26,35.28
2022-12-27,35.52
2022-12-28,35.03
2022-12-29,35.02
2022-12-30,35.07
2023-01-03,35.5
2023-01-04,35.06
2023-01-05,35.48
2023-01-06,36.0
2023-01-09,35.7
2023-01-10,36.32
2023-01-11,36.18
2023-01-12,36.6
2023-01-13,35.98
2023-01-16,37.35
2023-01-17,36.81
2023-01-18,36.91
2023-01-19,37.32
2023-01-20,37.15
2023-01-30,38.93
2023-01-31,39.04
2023-02-01,39.1
2023-02-02,39.3
2023-02-03,39.45
2023-02-06,38.59
2023-02-07,38.69
2023-02-08,38.56
2023-02-09,38.66
2023-02-10,38.24
2023-02-13,38.14
2023-02-14,37.89
2023-02-15,37.61
2023-02-16,37.63
2023-02-17,37.54
2023-02-20,37.65
2023-02-21,37.99
2023-02-22,37.52
2023-02-23,37.56
2023-02-24,37.03
2023-02-27,37.09
2023-02-28,37.07
2023-03-01,37.42
2023-03-02,37.35
2023-03-03,37.31
2023-03-06,36.91
2023-03-07,36.16
2023-03-08,36.37
2023-03-09,36.08
2023-03-10,35.0
2023-03-13,34.97
2023-03-14,35.01
2023-03-15,34.79
2023-03-16,34.12
2023-03-17,34.04
2023-03-20,34.31
2023-03-21,34.65
2023-03-22,34.58
2023-03-23,34.49
2023-03-24,34.39
2023-03-27,34.51
2023-03-28,34.56
2023-03-29,34.47
2023-03-30,34.51
2023-03-31,34.76
2023-04-03,34.86
2023-04-04,33.92
2023-04-06,34.17
2023-04-07,34.28
2023-04-10,34.18
2023-04-11,33.79
2023-04-12,33.48
2023-04-13,33.32
2023-04-14,33.4
2023-04-17,34.22
2023-04-18,34.29
2023-04-19,33.98
2023-04-20,33.83
2023-04-21,33.65
2023-04-24,33.48
2023-04-25,33.08
2023-04-26,33.54
2023-04-27,34.04
2023-04-28,33.95
2023-05-04,33.71
2023-05-05,33.22
2023-05-08,33.42
2023-05-09,33.16
2023-05-10,33.76
2023-05-11,34.19
2023-05-12,33.86
2023-05-15,34.61
2023-05-16,34.54
2023-05-17,34.58
2023-05-18,33.13
2023-05-19,33.26
2023-05-22,33.4
2023-05-23,33.35
2023-05-24,33.14
2023-05-25,33.03
2023-05-26,33.19
2023-05-29,32.9
2023-05-30,32.81
2023-05-31,32.44
2023-06-01,32.28
2023-06-02,33.23
2023-06-05,33.23
2023-06-06,32.81
2023-06-07,32.89
2023-06-08,32.83
2023-06-09,32.99
2023-06-12,33.55
2023-06-13,33.6
2023-06-14,33.57
2023-06-15,34.36
2023-06-16,34.28
2023-06-19,34.41
2023-06-20,34.49
2023-06-21,34.38
2023-06-26,34.52
2023-06-27,34.51
2023-06-28,34.91
2023-06-29,35.15
2023-06-30,35.85
2023-07-03,35.66
2023-07-04,36.06
2023-07-05,35.75
2023-07-06,35.72
2023-07-07,35.8
2023-07-10,35.67
2023-07-11,36.01
2023-07-12,36.55
2023-07-13,36.66
2023-07-14,36.2
2023-07-17,35.75
2023-07-18,36.21
2023-07-19,36.28
2023-07-20,36.21
2023-07-21,36.1
2023-07-24,36.39
2023-07-25,37.06
2023-07-26,37.02
2023-07-27,36.95
2023-07-28,37.4
2023-07-31,37.88
2023-08-01,37.59
2023-08-02,37.71
2023-08-03,37.59
2023-08-04,38.15
2023-08-07,37.66
2023-08-08,37.56
2023-08-09,37.58
2023-08-10,37.58
2023-08-11,37.21
2023-08-14,36.86
2023-08-15,36.63
2023-08-16,36.69
2023-08-17,37.42
2023-08-18,37.63
2023-08-21,37.73
2023-08-22,37.92
2023-08-23,37.73
2023-08-24,38.1
2023-08-25,37.96
2023-08-28,37.63
2023-08-29,37.45
2023-08-30,37.86
2023-08-31,38.0
2023-09-01,38.13
2023-09-04,38.68
2023-09-05,38.38
2023-09-06,38.88
2023-09-07,38.6
2023-09-08,37.95
2023-09-11,38.39
2023-09-12,38.76
2023-09-13,38.41
2023-09-14,38.07
2023-09-15,37.75
2023-09-18,38.5
2023-09-19,38.43
2023-09-20,38.27
2023-09-21,38.0
2023-09-22,38.41
2023-09-25,38.56
2023-09-26,37.86
2023-09-27,37.47
2023-09-28,36.92
2023-10-09,38.31
2023-10-10,38.0
2023-10-11,38.08
2023-10-12,38.65
2023-10-13,38.83
2023-10-16,38.95
2023-10-17,38.53
2023-10-18,38.95
2023-10-19,37.9
2023-10-20,37.07
2023-10-23,36.48
2023-10-24,36.6
2023-10-25,36.9
2023-10-26,37.53
2023-10-27,38.52
2023-10-30,37.63
2023-10-31,37.2
2023-11-01,37.0
2023-11-02,37.09
2023-11-03,37.38
2023-11-06,37.1
2023-11-07,37.03
2023-11-08,36.94
2023-11-09,36.94
2023-11-10,36.41
2023-11-13,36.19
2023-11-14,36.43
2023-11-15,36.44
2023-11-16,36.8
2023-11-17,37.2
2023-11-20,37.26
","date,30日,5日
2022-08-15,40.24873098301377,38.979442348750524
2022-08-16,40.1746193066903,39.01962823250035
2022-08-17,40.1162567707748,39.10308548833357
2022-08-18,40.064885366208685,39.17539032555571
2022-08-19,39.99553792322748,39.113593550370474
2022-08-22,39.9790516055999,39.322395700246986
2022-08-23,39.92362892136765,39.254930466831325
2022-08-24,39.82016899095684,38.94328697788755
2022-08-25,39.738867765733815,38.81552465192504
2022-08-26,39.63442468407357,38.58368310128336
2022-08-29,39.55994567219786,38.54912206752224
2022-08-30,39.50446530624962,38.5994147116815
2022-08-31,39.475790125201264,38.752943141121
2022-09-01,39.474126246156025,38.985295427414
2022-09-02,39.4938600367266,39.25019695160934
2022-09-05,39.46006261500231,39.156797967739564
2022-09-06,39.51425212371184,39.53786531182638
2022-09-07,39.580429406053014,39.871910207884255
2022-09-08,39.687498476630246,40.327940138589504
2022-09-09,39.76507922007346,40.51529342572634
2022-09-13,39.862816044584854,40.7701956171509
2022-09-14,39.876182751385834,40.536797078100605
2022-09-15,39.8512677351674,40.18786471873374
2022-09-16,39.78860530064047,39.75190981248917
2022-09-19,39.73901786188947,39.507939874992786
2022-09-20,39.717790903057896,39.47529324999519
2022-09-21,39.65212697382836,39.21686216666346
2022-09-22,39.52553813680718,38.70790811110898
2022-09-23,39.3987292247551,38.32527207407266
2022-09-26,39.279456371545095,38.066848049381775
2022-09-27,39.16271725080025,37.867898699587855
2022-09-28,39.00576775074862,37.48859913305857
2022-09-29,38.84733112166806,37.17573275537238
2022-09-30,38.651374275108836,36.72048850358159
2022-10-10,38.43128561219859,36.226992335721064
2022-10-11,38.202170411411586,35.77799489048071
2022-10-12,38.05299812680439,35.81532992698715
2022-10-13,37.90506276378475,35.79688661799143
2022-10-14,37.867961940314764,36.30792441199429
2022-10-17,37.83260955706865,36.64528294132953
2022-10-18,37.76921539209648,36.71352196088636
2022-10-19,37.6944273022838,36.67901464059091
2022-10-20,37.5915610247171,36.48600976039394
2022-10-21,37.456621603767616,36.15733984026263
2022-10-24,37.270387951911644,35.628226560175094
2022-10-25,37.092943567917345,35.258817706783404
2022-10-26,36.94372140224526,35.09921180452227
2022-10-27,36.790578085971376,34.92280786968152
2022-10-28,36.566024661069996,34.38520524645435
2022-10-31,36.36370048938806,34.066803497636236
2022-11-01,36.32346174813722,34.62453566509083
2022-11-02,36.33614163535418,35.256357110060556
2022-11-03,36.35961636855714,35.73757140670704
2022-11-04,36.46996369961797,36.51504760447136
2022-11-07,36.577707977061976,37.05669840298091
2022-11-08,36.675920365638625,37.404465601987276
2022-11-09,36.71682872914581,37.37297706799152
2022-11-10,36.74090429500737,37.27865137866102
2022-11-11,36.77697498565205,37.28576758577401
2022-11-14,36.81652498657773,37.32051172384934
2022-11-15,36.88062014873401,37.48367448256623
2022-11-16,36.90509626817053,37.40911632171082
2022-11-17,36.904767476675666,37.23941088114055
2022-11-18,36.890266349148206,37.05294058742703
2022-11-21,36.83928142339671,36.735293724951354
2022-11-22,36.799972944467896,36.5668624833009
2022-11-23,36.77029727063126,36.49124165553394
2022-11-24,36.712213575751825,36.28416110368929
2022-11-25,36.65400624828397,36.12610740245953
2022-11-28,36.57955423226565,35.91740493497302
2022-11-29,36.55506686244206,36.01160328998202
2022-11-30,36.592159322929675,36.38440219332135
2022-12-01,36.647503882740665,36.73960146221424
2022-12-02,36.65734234191869,36.759734308142825
2022-12-05,36.69235251340781,36.90648953876189
2022-12-06,36.72123299641376,36.984326359174595
2022-12-07,36.76695989987094,37.13288423944974
2022-12-08,36.79941409987927,37.178589492966495
2022-12-09,36.863322867628995,37.382392995311
2022-12-12,36.83665687616906,37.07159533020734
2022-12-13,36.79751772286783,36.79106355347156
2022-12-14,36.75445206332797,36.57070903564771
2022-12-15,36.765132575371325,36.687139357098474
2022-12-16,36.75705950599254,36.67142623806565
2022-12-19,36.71660405399302,36.4909508253771
2022-12-20,36.641984437606375,36.18063388358473
2022-12-21,36.57992092550274,36.01375592238983
2022-12-22,36.50960344643805,35.83917061492655
2022-12-23,36.417370966022695,35.58611374328437
2022-12-26,36.34399219402123,35.48407582885625
2022-12-27,36.290831407310186,35.496050552570836
2022-12-28,36.20948744554824,35.34070036838056
2022-12-29,36.132746320029,35.23380024558704
2022-12-30,36.06418204131746,35.179200163724694
2023-01-03,36.02778319994214,35.286133442483134
2023-01-04,35.96534557413943,35.21075562832209
2023-01-05,35.93403295645302,35.30050375221472
2023-01-06,35.93828889474637,35.53366916814315
2023-01-09,35.92291541766596,35.5891127787621
2023-01-10,35.94853377781655,35.832741852508065
2023-01-11,35.96346708247355,35.94849456833871
2023-01-12,36.004533722313965,36.16566304555914
2023-01-13,36.00295090151952,36.10377536370609
2023-01-16,36.089857294969875,36.519183575804064
2023-01-17,36.13631811464924,36.61612238386938
2023-01-18,36.186233074994455,36.714081589246256
2023-01-19,36.25937932822062,36.91605439283084
2023-01-20,36.316838726399936,36.99403626188723
2023-01-30,36.485429776309616,37.63935750792483
2023-01-31,36.650240758483186,38.10623833861655
2023-02-01,36.80828974180685,38.43749222574437
2023-02-02,36.96904524233544,38.724994817162916
2023-02-03,37.12910683960413,38.96666321144195
2023-02-06,37.223358011242574,38.84110880762797
2023-02-07,37.317980075033375,38.790739205085316
2023-02-08,37.398110392773155,38.71382613672355
2023-02-09,37.47952262549747,38.69588409114903
2023-02-10,37.52858568191699,38.54392272743269
2023-02-13,37.568031766954604,38.40928181828846
2023-02-14,37.588803911022055,38.23618787885898
2023-02-15,37.59017140063354,38.02745858590599
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2023-02-22,37.61247131198314,37.7197476327119
2023-02-23,37.60908606604875,37.66649842180794
2023-02-24,37.57172567469077,37.454332281205296
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2023-02-28,37.510282302200764,37.245258791646805
2023-03-01,37.50445763754265,37.303505861097875
2023-03-02,37.49449262866893,37.31900390739858
2023-03-03,37.48258987843223,37.31600260493239
2023-03-06,37.44564859595273,37.180668403288266
2023-03-07,37.36270352524611,36.840445602192176
2023-03-08,37.29865813652056,36.68363040146145
2023-03-09,37.22003503093859,36.48242026764097
2023-03-10,37.076806964426424,35.98828017842732
2023-03-13,36.940883934463436,35.64885345228488
2023-03-14,36.81631077740128,35.43590230152326
2023-03-15,36.685581049827,35.22060153434884
2023-03-16,36.520059691773646,34.85373435623256
2023-03-17,36.36005584069148,34.58248957082171
2023-03-20,36.227794173550095,34.49165971388114
2023-03-21,36.126001001062995,34.544439809254094
2023-03-22,36.02625900099442,34.5562932061694
2023-03-23,35.9271455170593,34.5341954707796
2023-03-24,35.82797483853935,34.48613031385307
2023-03-27,35.74294420379488,34.49408687590205
2023-03-28,35.666625222904884,34.516057917268036
2023-03-29,35.5894235956207,34.50070527817869
2023-03-30,35.519783363645175,34.503803518785794
2023-03-31,35.470765082119684,34.5892023458572
2023-04-03,35.43136088327326,34.67946823057147
2023-04-04,35.33385372951369,34.42631215371432
2023-04-06,35.258766392125715,34.340874769142886
2023-04-07,35.1956201732789,34.320583179428596
2023-04-10,35.13009629113187,34.273722119619066
2023-04-11,35.04363846589756,34.11248141307938
2023-04-12,34.94275856487191,33.90165427538626
2023-04-13,34.83806446391243,33.707769516924174
2023-04-14,34.74528611140195,33.60517967794945
2023-04-17,34.7113966848599,33.810119785299634
2023-04-18,34.684209801965714,33.97007985686642
2023-04-19,34.63877691151632,33.973386571244276
2023-04-20,34.58659775593462,33.925591047496184
2023-04-21,34.52617209426142,33.83372736499746
2023-04-24,34.458677120438104,33.71581824333164
2023-04-25,34.369730209442096,33.503878828887764
2023-04-26,34.31619922818777,33.51591921925851
2023-04-27,34.2983799231434,33.69061281283901
2023-04-28,34.27590379906963,33.77707520855934
2023-05-04,34.23939387654901,33.75471680570623
2023-05-05,34.17362652967488,33.576477870470825
2023-05-08,34.12500546324424,33.52431858031389
2023-05-09,34.062747046260746,33.40287905354259
2023-05-10,34.043214978760055,33.521919369028396
2023-05-11,34.05268498013037,33.7446129126856
2023-05-12,34.04025369108971,33.783075275123736
2023-05-15,34.07701151747102,34.05871685008249
2023-05-16,34.106881742150314,34.21914456672166
2023-05-17,34.137405500721265,34.33942971114777
2023-05-18,34.07241159744893,33.936286474098516
2023-05-19,34.019997946000615,33.71085764939902
2023-05-22,33.97999807851671,33.607238432932675
2023-05-23,33.93935304119305,33.521492288621786
2023-05-24,33.88778187724512,33.39432819241453
2023-05-25,33.83244111097124,33.27288546160969
2023-05-26,33.790993297360195,33.24525697440646
2023-05-29,33.73350985882083,33.130171316270975
2023-05-30,33.67392857760658,33.023447544180655
2023-05-31,33.594320282277124,32.82896502945377
2023-06-01,33.509525425356024,32.64597668630252
2023-06-02,33.49149152694596,32.84065112420168
2023-06-05,33.47462110585267,32.97043408280112
2023-06-06,33.43174232482992,32.91695605520075
2023-06-07,33.39679120709896,32.90797070346717
2023-06-08,33.36022403244741,32.881980468978114
2023-06-09,33.33633861099919,32.91798697931874
2023-06-12,33.35012321674118,33.128657986212495
2023-06-13,33.36624429953207,33.28577199080833
2023-06-14,33.37938982859452,33.380514660538886
2023-06-15,33.44265500094326,33.70700977369259
2023-06-16,33.496677258946924,33.89800651579506
2023-06-19,33.555601306756806,34.06867101053004
2023-06-20,33.61588509341766,34.20911400702003
2023-06-21,33.6651828293262,34.266076004680016
2023-06-26,33.720332324208385,34.35071733645334
2023-06-27,33.77127862587236,34.403811557635564
2023-06-28,33.84474452097737,34.57254103842371
2023-06-29,33.92895455188206,34.76502735894914
2023-06-30,34.05289296788967,35.126684905966094
2023-07-03,34.15657729254195,35.3044566039774
2023-07-04,34.27937875753924,35.556304402651605
2023-07-05,34.37425754737542,35.62086960176774
2023-07-06,34.461079641093136,35.65391306784516
2023-07-07,34.547461599732294,35.70260871189677
2023-07-10,34.61988343200763,35.69173914126452
2023-07-11,34.709568371878106,35.79782609417635
2023-07-12,34.82830589627307,36.0485507294509
2023-07-13,34.94647970941675,36.25236715296727
2023-07-14,35.027351986228574,36.23491143531152
2023-07-17,35.073974438729955,36.07327429020768
2023-07-18,35.1472664104248,36.11884952680512
2023-07-19,35.22034599684901,36.172566351203415
2023-07-20,35.28419464221359,36.18504423413562
2023-07-21,35.33682724594175,36.15669615609041
2023-07-24,35.40477387523583,36.23446410406028
2023-07-25,35.511562657478684,36.50964273604019
2023-07-26,35.60888119570587,36.6797618240268
2023-07-27,35.6954049895313,36.769841216017866
2023-07-28,35.80537886117444,36.97989414401191
2023-07-31,35.93922538625996,37.27992942934127
2023-08-01,36.04572697424319,37.383286286227516
2023-08-02,36.15309942751782,37.492190857485014
2023-08-03,36.24580269025861,37.52479390499001
2023-08-04,36.36865412959676,37.73319593666001
2023-08-07,36.45196676639697,37.70879729110668
2023-08-08,36.52345278146814,37.659198194071124
2023-08-09,36.59161711814761,37.63279879604742
2023-08-10,36.65538375568647,37.615199197364944
2023-08-11,36.69116544886799,37.4801327982433
2023-08-14,36.702058000553926,37.273421865495536
2023-08-15,36.69740909729238,37.05894791033036
2023-08-16,36.69693109101545,36.93596527355358
2023-08-17,36.74358069804671,37.09731018236906
2023-08-18,36.80076904010822,37.27487345491271
2023-08-21,36.86071942461737,37.42658230327514
2023-08-22,36.929060106900124,37.591054868850094
2023-08-23,36.98073364839044,37.637369912566726
2023-08-24,37.05294438075235,37.79157994171115
2023-08-25,37.111464098123164,37.84771996114077
2023-08-28,37.14491802727651,37.77514664076051
2023-08-29,37.164600735194156,37.666764427173675
2023-08-30,37.20946520389131,37.73117628478245
2023-08-31,37.260467448801556,37.82078418985497
2023-09-01,37.31656632307243,37.92385612656999
2023-09-04,37.404529786100014,38.175904084379994
2023-09-05,37.46746334828711,38.24393605625333
2023-09-06,37.55859474517182,38.45595737083556
2023-09-07,37.625782180967185,38.50397158055705
2023-09-08,37.64669945961446,38.319314387038034
2023-09-11,37.69465433318772,38.342876258025356
2023-09-12,37.76338631169174,38.48191750535024
2023-09-13,37.80510332384066,38.45794500356683
2023-09-14,37.822193431979976,38.328630002377885
2023-09-15,37.81753579120708,38.13575333491859
2023-09-18,37.86156574016146,38.25716888994573
2023-09-19,37.89823891821556,38.31477925996382
2023-09-20,37.92222350413714,38.299852839975884
2023-09-21,37.92724134257991,38.19990189331726
2023-09-22,37.958387062413465,38.26993459554484
2023-09-25,37.997200800322275,38.366623063696565
2023-09-26,37.988349135785356,38.19774870913105
2023-09-27,37.95490725605727,37.955165806087365
2023-09-28,37.88813904598906,37.61011053739158
2023-10-09,37.9153558817317,37.84340702492772
2023-10-10,37.92081679258772,37.89560468328515
2023-10-11,37.9310866769369,37.95706978885677
2023-10-12,37.97746818165065,38.18804652590451
2023-10-13,38.03247023444739,38.40203101726968
2023-10-16,38.091665703192724,38.58468734484646
2023-10-17,38.11994533524481,38.56645822989764
2023-10-18,38.17349724909999,38.69430548659843
2023-10-19,38.15585226528709,38.42953699106562
2023-10-20,38.08579728042986,37.976357994043745
2023-10-23,37.982197455885995,37.47757199602916
2023-10-24,37.893023426473995,37.185047997352775
2023-10-25,37.828957398959545,37.09003199823518
2023-10-26,37.80966982483312,37.236687998823456
2023-10-27,37.855497578069695,37.66445866588231
2023-10-30,37.84094934722649,37.65297244392154
2023-10-31,37.799597776437686,37.50198162928103
2023-11-01,37.74801082311913,37.33465441952069
2023-11-02,37.70555851195015,37.25310294634713
2023-11-03,37.68455473698563,37.29540196423142
2023-11-06,37.646841528147846,37.23026797615428
2023-11-07,37.60704530052541,37.163511984102854
2023-11-08,37.56401011984635,37.08900798940191
2023-11-09,37.52375140243691,37.03933865960127
2023-11-10,37.45189647324744,36.82955910640085
2023-11-13,37.37048379755406,36.61637273760057
2023-11-14,37.309807423518315,36.554248491733716
2023-11-15,37.25369081554939,36.51616566115581
2023-11-16,37.22442044035266,36.61077710743721
2023-11-17,37.222844928071844,36.807184738291475
2023-11-20,37.225242029486566,36.958123158860985
"
1613,CN,technical,2019年08月09日-2020年06月06日，新华保险指数移动平均线中20日均线和10日均线死叉的次数是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2019-04-15,59.7
2019-04-16,61.96
2019-04-17,62.28
2019-04-18,62.91
2019-04-19,64.43
2019-04-22,62.0
2019-04-23,61.03
2019-04-24,60.81
2019-04-25,59.86
2019-04-26,59.1
2019-04-29,58.09
2019-04-30,57.45
2019-05-06,52.38
2019-05-07,52.12
2019-05-08,51.15
2019-05-09,49.95
2019-05-10,53.24
2019-05-13,51.18
2019-05-14,50.86
2019-05-15,52.35
2019-05-16,51.92
2019-05-17,49.86
2019-05-20,49.31
2019-05-21,50.24
2019-05-22,50.02
2019-05-23,49.4
2019-05-24,49.84
2019-05-27,50.43
2019-05-28,51.0
2019-05-29,54.8
2019-05-30,52.78
2019-05-31,51.6
2019-06-03,51.8
2019-06-04,49.99
2019-06-05,49.54
2019-06-06,49.17
2019-06-10,50.56
2019-06-11,52.01
2019-06-12,51.64
2019-06-13,51.37
2019-06-14,50.6
2019-06-17,50.8
2019-06-18,51.34
2019-06-19,51.86
2019-06-20,54.44
2019-06-21,54.7
2019-06-24,55.35
2019-06-25,53.9
2019-06-26,54.3
2019-06-27,55.59
2019-06-28,55.03
2019-07-01,57.87
2019-07-02,57.33
2019-07-03,55.49
2019-07-04,54.39
2019-07-05,54.73
2019-07-08,52.69
2019-07-09,52.35
2019-07-10,52.66
2019-07-11,53.12
2019-07-12,54.76
2019-07-15,54.89
2019-07-16,54.21
2019-07-17,53.95
2019-07-18,52.7
2019-07-19,54.2
2019-07-22,53.8
2019-07-23,53.88
2019-07-24,55.05
2019-07-25,55.74
2019-07-26,55.53
2019-07-29,55.05
2019-07-30,56.61
2019-07-31,55.55
2019-08-01,55.97
2019-08-02,54.64
2019-08-05,52.85
2019-08-06,52.05
2019-08-07,51.05
2019-08-08,51.77
2019-08-09,49.87
2019-08-12,51.15
2019-08-13,49.97
2019-08-14,49.94
2019-08-15,50.0
2019-08-16,50.16
2019-08-19,51.96
2019-08-20,51.24
2019-08-21,51.39
2019-08-22,51.61
2019-08-23,52.18
2019-08-26,50.8
2019-08-27,51.6
2019-08-28,50.99
2019-08-29,48.8
2019-08-30,48.23
2019-09-02,49.13
2019-09-03,49.89
2019-09-04,50.28
2019-09-05,51.26
2019-09-06,51.73
2019-09-09,51.67
2019-09-10,51.4
2019-09-11,51.68
2019-09-12,52.51
2019-09-16,51.46
2019-09-17,50.27
2019-09-18,50.46
2019-09-19,50.63
2019-09-20,50.58
2019-09-23,49.74
2019-09-24,49.75
2019-09-25,49.76
2019-09-26,49.56
2019-09-27,49.4
2019-09-30,48.67
2019-10-08,49.15
2019-10-09,49.54
2019-10-10,49.63
2019-10-11,50.18
2019-10-14,50.75
2019-10-15,50.39
2019-10-16,50.4
2019-10-17,50.7
2019-10-18,49.32
2019-10-21,50.4
2019-10-22,50.8
2019-10-23,50.62
2019-10-24,50.45
2019-10-25,49.85
2019-10-28,49.86
2019-10-29,49.28
2019-10-30,49.34
2019-10-31,47.72
2019-11-01,48.19
2019-11-04,48.52
2019-11-05,49.08
2019-11-06,49.28
2019-11-07,49.46
2019-11-08,48.88
2019-11-11,48.02
2019-11-12,47.96
2019-11-13,47.38
2019-11-14,46.94
2019-11-15,46.0
2019-11-18,46.14
2019-11-19,46.46
2019-11-20,45.85
2019-11-21,45.5
2019-11-22,45.46
2019-11-25,46.15
2019-11-26,45.78
2019-11-27,44.98
2019-11-28,44.49
2019-11-29,44.52
2019-12-02,44.49
2019-12-03,44.47
2019-12-04,44.25
2019-12-05,45.53
2019-12-06,46.16
2019-12-09,45.79
2019-12-10,45.87
2019-12-11,45.86
2019-12-12,45.87
2019-12-13,47.41
2019-12-16,47.48
2019-12-17,48.4
2019-12-18,48.7
2019-12-19,48.6
2019-12-20,48.2
2019-12-23,46.85
2019-12-24,47.18
2019-12-25,47.3
2019-12-26,47.5
2019-12-27,47.61
2019-12-30,49.07
2019-12-31,49.15
2020-01-02,50.85
2020-01-03,50.94
2020-01-06,50.21
2020-01-07,50.66
2020-01-08,49.6
2020-01-09,50.39
2020-01-10,50.32
2020-01-13,51.25
2020-01-14,50.83
2020-01-15,50.7
2020-01-16,50.01
2020-01-17,50.07
2020-01-20,51.13
2020-01-21,49.49
2020-01-22,49.44
2020-01-23,47.99
2020-02-03,43.58
2020-02-04,45.8
2020-02-05,45.51
2020-02-06,46.49
2020-02-07,46.07
2020-02-10,45.7
2020-02-11,45.87
2020-02-12,46.0
2020-02-13,45.42
2020-02-14,45.75
2020-02-17,46.9
2020-02-18,46.46
2020-02-19,46.87
2020-02-20,48.41
2020-02-21,47.99
2020-02-24,47.16
2020-02-25,46.46
2020-02-26,46.42
2020-02-27,46.1
2020-02-28,44.18
2020-03-02,45.42
2020-03-03,45.2
2020-03-04,45.74
2020-03-05,47.12
2020-03-06,46.04
2020-03-09,44.22
2020-03-10,45.15
2020-03-11,44.35
2020-03-12,43.91
2020-03-13,43.33
2020-03-16,40.72
2020-03-17,40.73
2020-03-18,39.93
2020-03-19,38.77
2020-03-20,39.48
2020-03-23,37.91
2020-03-24,39.28
2020-03-25,40.9
2020-03-26,40.52
2020-03-27,40.52
2020-03-30,40.31
2020-03-31,39.8
2020-04-01,40.1
2020-04-02,40.8
2020-04-03,40.67
2020-04-07,41.72
2020-04-08,41.0
2020-04-09,41.14
2020-04-10,41.17
2020-04-13,40.97
2020-04-14,41.86
2020-04-15,41.75
2020-04-16,41.65
2020-04-17,42.67
2020-04-20,43.72
2020-04-21,43.3
2020-04-22,43.23
2020-04-23,43.26
2020-04-24,42.58
2020-04-27,43.01
2020-04-28,43.35
2020-04-29,44.91
2020-04-30,44.95
2020-05-06,45.33
2020-05-07,45.1
2020-05-08,45.12
2020-05-11,45.58
2020-05-12,45.6
2020-05-13,45.54
2020-05-14,44.29
2020-05-15,44.86
2020-05-18,44.49
2020-05-19,45.07
2020-05-20,45.44
2020-05-21,45.09
2020-05-22,43.33
2020-05-25,42.44
2020-05-26,43.1
2020-05-27,43.05
2020-05-28,43.96
2020-05-29,43.75
2020-06-01,44.34
2020-06-02,45.67
2020-06-03,45.95
2020-06-04,45.29
2020-06-05,45.3
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2019-05-15,55.44865825761686,53.275763038568726
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2019-07-01,53.59422510402656,54.65658918619787
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2019-07-10,53.76306969502489,53.89804684955652
2019-07-11,53.701824962165375,53.75658378600079
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2019-07-19,53.85506564990693,53.90795980709444
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2019-07-24,53.96672446741298,54.098304056627974
2019-07-25,54.13560785146888,54.396794228150156
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2019-07-30,54.55876409169907,55.034292255688555
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2019-08-01,54.77858012948609,55.281137790998116
2019-08-02,54.76538202191598,55.16456728354391
2019-08-05,54.58296468649541,54.743736868354105
2019-08-06,54.341729954448226,54.25396652865335
2019-08-07,54.02823186354839,53.67142715980728
2019-08-08,53.813162162258074,53.32571313075141
2019-08-09,53.437622908709685,52.69740165243297
2019-08-12,53.219754060261145,52.41605589744516
2019-08-13,52.91025367356961,51.97131846154604
2019-08-14,52.62737237132489,51.601987832174025
2019-08-15,52.3771464311987,51.31071731723329
2019-08-16,52.1659896282274,51.10149598682723
2019-08-19,52.14637156839622,51.25758762558591
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2019-08-21,51.99623613648761,51.27904626175585
2019-08-22,51.95945174253641,51.339219668709326
2019-08-23,51.98045633848532,51.49208881985308
2019-08-26,51.868031925296236,51.3662544889707
2019-08-27,51.84250507526802,51.408753672794205
2019-08-28,51.76131411571869,51.33261664137708
2019-08-29,51.479284199935954,50.87214088839943
2019-08-30,51.16982856184681,50.39175163596316
2019-09-02,50.975559175004264,50.16234224760622
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2019-09-11,51.10785622373158,51.044431935127506
2019-09-12,51.24139372623334,51.31089885601341
2019-09-16,51.26221337135398,51.33800815492006
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2019-09-23,50.88926059042032,50.67407245866138
2019-09-24,50.780759581808866,50.50605928435931
2019-09-25,50.68354438354135,50.370412141748524
2019-09-26,50.57654015653741,50.22306447961243
2019-09-27,50.464488713057655,50.073416392410174
2019-09-30,50.293585026099784,49.81824977560832
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2019-10-09,50.123274817283495,49.66824984978739
2019-10-10,50.076296263256495,49.66129533164422
2019-10-11,50.08617280961302,49.75560527134527
2019-10-14,50.14939444679273,49.93640431291885
2019-10-15,50.1723092613839,50.01887625602451
2019-10-16,50.19399409363305,50.08817148220187
2019-10-17,50.24218513233467,50.19941303089244
2019-10-18,50.15435797687422,50.03951975254836
2019-10-21,50.177752455267154,50.10506161572138
2019-10-22,50.23701412619409,50.23141404922658
2019-10-23,50.27348897131846,50.30206604027629
2019-10-24,50.290299545478604,50.328963123862415
2019-10-25,50.24836625543302,50.24187891952379
2019-10-28,50.21137899301083,50.17244638870129
2019-10-29,50.122676231771706,50.010183408937415
2019-10-30,50.04813563826964,49.8883318800397
2019-10-31,49.826408434624916,49.49408972003248
2019-11-01,49.67056001227969,49.25698249820839
2019-11-04,49.56098286825305,49.122985680352315
2019-11-05,49.51517497603847,49.11517010210643
2019-11-06,49.49277735927291,49.14513917445071
2019-11-07,49.489655706008826,49.20238659727785
2019-11-08,49.43159325781751,49.14377085231824
2019-11-11,49.29715580469203,48.93944887916947
2019-11-12,49.1698076328166,48.76136726477502
2019-11-13,48.99934976302454,48.51020958027047
2019-11-14,48.80322121416506,48.224716929312194
2019-11-15,48.53624776519696,47.82022294216452
2019-11-18,48.30803369232106,47.51472786177097
2019-11-19,48.13203048352858,47.32295915963079
2019-11-20,47.91469424700205,47.05514840333428
2019-11-21,47.68472336633519,46.77239414818259
2019-11-22,47.47284495049375,46.53377703033121
2019-11-25,47.34685971711339,46.463999388452805
2019-11-26,47.19763498215021,46.33963586327957
2019-11-27,46.986431650516856,46.09242934268328
2019-11-28,46.74867625522953,45.8010785531045
2019-11-29,46.536421373779106,45.56815517981277
2019-12-02,46.341524100085856,45.37212696530136
2019-12-03,46.16328370960149,45.20810388070111
2019-12-04,45.98106621344897,45.033903175119086
2019-12-05,45.93810752645383,45.12410259782471
2019-12-06,45.95924014298203,45.312447580038395
2019-12-09,45.9431220341266,45.39927529275869
2019-12-10,45.93615803087645,45.484861603166195
2019-12-11,45.928904885078694,45.5530685844087
2019-12-12,45.92329489602358,45.61069247815257
2019-12-13,46.06488585830705,45.93783930030664
2019-12-16,46.199658633706385,46.21823215479634
2019-12-17,46.409214954305774,46.614917217560645
2019-12-18,46.62738495865761,46.994023178004156
2019-12-19,46.81525305783307,47.286018963821576
2019-12-20,46.94713371899182,47.45219733403584
2019-12-23,46.93788288861165,47.34270690966568
2019-12-24,46.96094166112482,47.31312383518101
2019-12-25,46.993232931493885,47.31073768332992
2019-12-26,47.041496461827805,47.34514901363357
2019-12-27,47.09563965593944,47.39330373842747
2019-12-30,47.2836739744214,47.698157604167925
2019-12-31,47.46141931019079,47.96212894886467
2020-01-02,47.78414128064881,48.48719641270745
2020-01-03,48.084699253920355,48.93316070130609
2020-01-06,48.28710884878508,49.16531330106862
2020-01-07,48.51309848223412,49.43707451905614
2020-01-08,48.61661291249754,49.4666973337732
2020-01-09,48.785506920831104,49.634570545814434
2020-01-10,48.93164911884719,49.759194082939075
2020-01-13,49.15244444086174,50.030249704222875
2020-01-14,49.31221163697015,50.17565884890962
2020-01-15,49.444381957258706,50.270993603653324
2020-01-16,49.498250342281686,50.2235402211709
2020-01-17,49.55270269063581,50.19562381732164
2020-01-20,49.70292148200383,50.36551039599043
2020-01-21,49.682643245622515,50.20632668762853
2020-01-22,49.65953436508704,50.06699456260516
2020-01-23,49.50053109222161,49.689359187586035
2020-02-03,48.936670988200504,48.578566608024936
2020-02-04,48.63794041789569,48.07337267929313
2020-02-05,48.34004133047706,47.607304919421644
2020-02-06,48.163846918050666,47.40415857043589
2020-02-07,47.96443292585536,47.16158428490209
2020-02-10,47.74877264720247,46.89584168764716
2020-02-11,47.569841918897474,46.70932501716585
2020-02-12,47.42033316471676,46.5803568322266
2020-02-13,47.229825244267545,46.36938286273085
2020-02-14,47.08888950671825,46.25676779677979
2020-02-17,47.070900029887945,46.37371910645619
2020-02-18,47.012719074660524,46.38940654164597
2020-02-19,46.99912678183571,46.47678717043761
2020-02-20,47.13349565975612,46.82828041217623
2020-02-21,47.21506750168411,47.03950215541691
2020-02-24,47.2098229777142,47.06141085443201
2020-02-25,47.13841126555094,46.95206342635346
2020-02-26,47.06999114502228,46.85532462156192
2020-02-27,46.977611035972544,46.717992872187025
2020-02-28,46.711171889689446,46.25653962269847
2020-03-02,46.58820313829045,46.104441509480566
2020-03-03,46.455993315596125,45.93999759866592
2020-03-04,46.38780347601554,45.90363439890848
2020-03-05,46.45753647829978,46.12479178092512
2020-03-06,46.41777109941408,46.10937509348419
2020-03-09,46.20845956613655,45.765852349214335
2020-03-10,46.10765389317116,45.65387919481173
2020-03-11,45.94025828429771,45.4168102503005
2020-03-12,45.74690035245983,45.142844750245864
2020-03-13,45.516719366511275,44.81323661383752
2020-03-16,45.05988895065306,44.06901177495797
2020-03-17,44.64751857440039,43.461918724965614
2020-03-18,44.19823109112416,42.81975168406277
2020-03-19,43.68125670149328,42.08343319605135
2020-03-20,43.28113701563678,41.610081705860196
2020-03-23,42.76960015700471,40.937339577521975
2020-03-24,42.43725728490902,40.63600510888161
2020-03-25,42.2908518292034,40.68400417999405
2020-03-26,42.12219927404117,40.65418523817694
2020-03-27,41.96960886698964,40.62978792214477
2020-03-30,41.81155087965729,40.57164466357299
2020-03-31,41.61997460540422,40.43134563383244
2020-04-01,41.47521511917524,40.37110097313563
2020-04-02,41.410908917349026,40.4490826143837
2020-04-03,41.340346163315786,40.48924941176848
2020-04-07,41.37650367157143,40.71302224599239
2020-04-08,41.34064617904082,40.765200019448315
2020-04-09,41.32153701913217,40.833345470457715
2020-04-10,41.307104922071964,40.89455538491995
2020-04-13,41.27499969139844,40.90827258766177
2020-04-14,41.33071400650335,41.081313935359624
2020-04-15,41.370646005883984,41.202893219839694
2020-04-16,41.39725114818075,41.284185361687015
2020-04-17,41.518465324544486,41.5361516595621
2020-04-20,41.72813529363549,41.93321499418717
2020-04-21,41.87783669424164,42.18172135888041
2020-04-22,42.006614151932915,42.3723174754476
2020-04-23,42.12598423270121,42.53371429809349
2020-04-24,42.169223829586805,42.54212988025831
2020-04-27,42.249297750578535,42.627197174756795
2020-04-28,42.35412653623772,42.75861587025556
2020-04-29,42.59754305659603,43.149776621118185
2020-04-30,42.82158657501545,43.47708996273306
2020-05-06,43.060483091680645,43.81398269678159
2020-05-07,43.25472279723487,44.04780402463948
2020-05-08,43.43236824511727,44.2427487474323
2020-05-11,43.636904602725146,44.485885338808245
2020-05-12,43.82386606913227,44.688451640843105
2020-05-13,43.98730739588158,44.84327861523526
2020-05-14,44.01613526294047,44.742682503374304
2020-05-15,44.09650333313662,44.76401295730625
2020-05-18,44.133979206171226,44.71419241961421
2020-05-19,44.22312404367873,44.77888470695708
2020-05-20,44.339016991899804,44.89908748751033
2020-05-21,44.41053918314744,44.93379885341754
2020-05-22,44.307630689514355,44.64219906188708
2020-05-25,44.129761100036795,44.24179923245306
2020-05-26,44.03168861431901,44.034199372007045
2020-05-27,43.938194460574344,43.855254031642126
2020-05-28,43.940271178614886,43.87429875316174
2020-05-29,43.92215011398489,43.8516989798596
2020-06-01,43.96194534122443,43.94048098352149
2020-06-02,44.12461721348877,44.25493898651758
2020-06-03,44.29846319315651,44.56313189805984
2020-06-04,44.392895269998746,44.695289734776225
2020-06-05,44.479286196665534,44.805237055725996
"
1614,CN,technical,对于国投资本在2020年04月26日到2020年07月28日间指数移动平均线，统计20日线与30日线的死叉次数。（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close
2019-10-30,12.23
2019-10-31,12.26
2019-11-01,12.37
2019-11-04,12.31
2019-11-05,12.65
2019-11-06,12.51
2019-11-07,12.48
2019-11-08,12.31
2019-11-11,12.03
2019-11-12,12.03
2019-11-13,11.84
2019-11-14,11.91
2019-11-15,11.79
2019-11-18,11.9
2019-11-19,11.98
2019-11-20,11.86
2019-11-21,11.84
2019-11-22,11.83
2019-11-25,12.0
2019-11-26,12.12
2019-11-27,11.93
2019-11-28,11.9
2019-11-29,11.95
2019-12-02,12.0
2019-12-03,11.98
2019-12-04,11.92
2019-12-05,11.87
2019-12-06,11.5
2019-12-09,11.45
2019-12-10,11.37
2019-12-11,11.39
2019-12-12,11.28
2019-12-13,11.71
2019-12-16,11.84
2019-12-17,12.21
2019-12-18,12.2
2019-12-19,12.19
2019-12-20,12.3
2019-12-23,11.96
2019-12-24,12.05
2019-12-25,11.96
2019-12-26,12.17
2019-12-27,12.51
2019-12-30,13.76
2019-12-31,15.14
2020-01-02,15.24
2020-01-03,14.67
2020-01-06,14.54
2020-01-07,14.69
2020-01-08,14.12
2020-01-09,14.29
2020-01-10,14.02
2020-01-13,14.81
2020-01-14,14.37
2020-01-15,14.34
2020-01-16,14.17
2020-01-17,14.25
2020-01-20,14.43
2020-01-21,14.42
2020-01-22,14.75
2020-01-23,13.96
2020-02-03,12.56
2020-02-04,12.44
2020-02-05,12.57
2020-02-06,12.95
2020-02-07,13.22
2020-02-10,13.26
2020-02-11,13.12
2020-02-12,13.31
2020-02-13,13.05
2020-02-14,13.23
2020-02-17,13.8
2020-02-18,13.6
2020-02-19,13.55
2020-02-20,14.45
2020-02-21,14.26
2020-02-24,14.35
2020-02-25,14.35
2020-02-26,14.07
2020-02-27,14.1
2020-02-28,12.96
2020-03-02,13.54
2020-03-03,13.92
2020-03-04,14.32
2020-03-05,14.9
2020-03-06,14.08
2020-03-09,13.54
2020-03-10,14.12
2020-03-11,13.71
2020-03-12,13.68
2020-03-13,13.39
2020-03-16,12.47
2020-03-17,12.55
2020-03-18,12.05
2020-03-19,12.35
2020-03-20,12.92
2020-03-23,12.3
2020-03-24,12.5
2020-03-25,12.68
2020-03-26,12.5
2020-03-27,12.54
2020-03-30,12.36
2020-03-31,12.25
2020-04-01,12.18
2020-04-02,12.4
2020-04-03,12.15
2020-04-07,12.42
2020-04-08,12.35
2020-04-09,12.44
2020-04-10,12.21
2020-04-13,12.16
2020-04-14,12.41
2020-04-15,12.18
2020-04-16,12.2
2020-04-17,12.22
2020-04-20,12.2
2020-04-21,11.94
2020-04-22,11.98
2020-04-23,11.85
2020-04-24,11.63
2020-04-27,11.59
2020-04-28,11.73
2020-04-29,11.7
2020-04-30,11.94
2020-05-06,12.03
2020-05-07,12.08
2020-05-08,12.26
2020-05-11,12.26
2020-05-12,12.14
2020-05-13,12.45
2020-05-14,12.19
2020-05-15,12.11
2020-05-18,12.06
2020-05-19,12.23
2020-05-20,12.25
2020-05-21,12.12
2020-05-22,11.69
2020-05-25,11.68
2020-05-26,11.81
2020-05-27,11.65
2020-05-28,11.86
2020-05-29,11.92
2020-06-01,12.32
2020-06-02,12.22
2020-06-03,12.06
2020-06-04,12.03
2020-06-05,12.15
2020-06-08,12.07
2020-06-09,12.14
2020-06-10,11.94
2020-06-11,11.81
2020-06-12,11.72
2020-06-15,11.69
2020-06-16,11.82
2020-06-17,12.06
2020-06-18,12.03
2020-06-19,12.12
2020-06-22,12.39
2020-06-23,13.14
2020-06-24,12.77
2020-06-29,12.2
2020-06-30,12.73
2020-07-01,12.85
2020-07-02,13.57
2020-07-03,14.31
2020-07-06,15.37
2020-07-07,14.64
2020-07-08,15.29
2020-07-09,15.76
2020-07-10,17.34
2020-07-13,16.74
2020-07-14,16.37
2020-07-15,16.01
2020-07-16,15.05
2020-07-17,14.59
2020-07-20,15.21
2020-07-21,15.01
2020-07-22,15.61
2020-07-23,15.71
2020-07-24,14.32
2020-07-27,14.51
2020-07-28,14.46
","date,20日,30日
2019-12-10,11.847783448484044,11.927500382289084
2019-12-11,11.804185024818898,11.892822938270434
2019-12-12,11.754262641502812,11.853285974511053
2019-12-13,11.75004715183588,11.844041718090986
2019-12-16,11.758614089756271,11.843780962085116
2019-12-17,11.801603224065197,11.867407996789302
2019-12-18,11.839545774154224,11.888865545383542
2019-12-19,11.872922367091917,11.908293574713637
2019-12-20,11.913596427368876,11.933564956990176
2019-12-23,11.918015815238508,11.935270443635972
2019-12-24,11.930585737596745,11.942672350498167
2019-12-25,11.933387095920864,11.943790263369253
2019-12-26,11.955921658214116,11.958384439926077
2019-12-27,12.008691024098486,11.993972540576008
2019-12-30,12.175482355136726,12.107909796022717
2019-12-31,12.45781736893323,12.303528518859961
2020-01-02,12.722787143320542,12.492978291836739
2020-01-03,12.908235986813823,12.633431305266628
2020-01-06,13.063642083307744,12.75643573718491
2020-01-07,13.21853331346891,12.881181818656852
2020-01-08,13.304387283614728,12.961105572291894
2020-01-09,13.398255161365705,13.04684069666016
2020-01-10,13.457468955521353,13.109625167843376
2020-01-13,13.58628143594789,13.219326769917997
2020-01-14,13.66092129919095,13.293563752503934
2020-01-15,13.725595461172762,13.361075768471423
2020-01-16,13.767919702965832,13.413264428570042
2020-01-17,13.813832112207182,13.467247368662298
2020-01-20,13.87251476818745,13.529360441651828
2020-01-21,13.924656218836265,13.586821058319453
2020-01-22,14.003260388470908,13.661864861008521
2020-01-23,13.99914035147368,13.681099386104746
2020-02-03,13.862079365619044,13.608770393452827
2020-02-04,13.726643235560088,13.533365851939744
2020-02-05,13.616486736935318,13.471213216330728
2020-02-06,13.553011809608144,13.437586557212617
2020-02-07,13.521296399169273,13.423548714811805
2020-02-10,13.49641102781982,13.412997184823947
2020-02-11,13.460562358503646,13.394094140641757
2020-02-12,13.446223086265205,13.388668712213258
2020-02-13,13.408487554239947,13.36681911787692
2020-02-14,13.391488739550429,13.357992078013893
2020-02-17,13.43039457387896,13.38650871814203
2020-02-18,13.446547471604774,13.400282349229641
2020-02-19,13.4564000933567,13.409941552505149
2020-02-20,13.551028655894157,13.477042097504818
2020-02-21,13.61854973628519,13.527555510569023
2020-02-24,13.688211666162792,13.580616445371023
2020-02-25,13.75123912652824,13.630254094056763
2020-02-26,13.781597304954122,13.658624797666006
2020-02-27,13.811921371148967,13.687100617171426
2020-02-28,13.730786002468115,13.640190899934561
2020-03-02,13.71261590699496,13.633726970906526
2020-03-03,13.73236677299544,13.652196198589976
2020-03-04,13.788331842233971,13.69528031480998
2020-03-05,13.89420500011645,13.7730041654674
2020-03-06,13.91189976201012,13.792810348340472
2020-03-09,13.876480737056776,13.776500003286248
2020-03-10,13.899673047813273,13.798661293396814
2020-03-11,13.881608948021533,13.79294120995186
2020-03-12,13.862408095829005,13.785654680277547
2020-03-13,13.817416848607195,13.760128571872544
2020-03-16,13.689091434454129,13.676894470461413
2020-03-17,13.580606535934688,13.604191601399387
2020-03-18,13.434834484893289,13.503921175502654
2020-03-19,13.331516914903451,13.42947464805087
2020-03-20,13.29232482776979,13.396605315918558
2020-03-23,13.197817701315524,13.325856585859297
2020-03-24,13.131358872618806,13.27257551580386
2020-03-25,13.088372313321777,13.234344837364903
2020-03-26,13.032336854910179,13.186967751083298
2020-03-27,12.985447630633018,13.145227896174699
2020-03-30,12.925881189620348,13.094568031905364
2020-03-31,12.861511552513647,13.04007977178244
2020-04-01,12.796605690369491,12.984590754248089
2020-04-02,12.75883371985811,12.946875221715956
2020-04-03,12.7008495560621,12.89546391708912
2020-04-07,12.674101979294282,12.864788825664016
2020-04-08,12.643235124123397,12.831576643363112
2020-04-09,12.623879398016406,12.80631363411388
2020-04-10,12.584462312491034,12.767841786751696
2020-04-13,12.544037330349031,12.728626187606427
2020-04-14,12.531271870315791,12.708069659373756
2020-04-15,12.497817406476193,12.674000649091578
2020-04-16,12.46945384395465,12.643419962053413
2020-04-17,12.445696335006588,12.616102545146742
2020-04-20,12.42229668405358,12.589257219653405
2020-04-21,12.376363666524666,12.547369657095121
2020-04-22,12.33861474590327,12.510765163088985
2020-04-23,12.292080008198196,12.468135152567115
2020-04-24,12.229024769322178,12.414061916917623
2020-04-27,12.168165267481971,12.360896631955196
2020-04-28,12.126435242007497,12.32019362344196
2020-04-29,12.085822361816307,12.280181131606994
2020-04-30,12.071934517833801,12.258233961825898
2020-05-06,12.067940754230582,12.243509190095194
2020-05-07,12.06908925382767,12.232960210089054
2020-05-08,12.087271229653606,12.234704712663955
2020-05-11,12.103721588734214,12.236336666685636
2020-05-12,12.107176675521432,12.230121397867208
2020-05-13,12.139826515947961,12.24430711413384
2020-05-14,12.144604943000536,12.240803429351013
2020-05-15,12.141309234143343,12.232364498425142
2020-05-18,12.133565497558262,12.221244208204165
2020-05-19,12.142749735886047,12.221809097997445
2020-05-20,12.152964046754043,12.223627865868579
2020-05-21,12.14982461372985,12.216942197102865
2020-05-22,12.106031793374626,12.182945926322036
2020-05-25,12.065457336862757,12.150497802043196
2020-05-26,12.041128066685353,12.128530201911378
2020-05-27,12.003877774620081,12.097657285659032
2020-05-28,11.990175129418168,12.082324557551999
2020-05-29,11.983491783759295,12.071852005451872
2020-06-01,12.01554018530603,12.087861553487235
2020-06-02,12.035012548610219,12.096386614552577
2020-06-03,12.037392305885437,12.094039091033055
2020-06-04,12.036688276753491,12.089907536772857
2020-06-05,12.047479869443634,12.093784469884286
2020-06-08,12.049624643782337,12.092249987956269
2020-06-09,12.058231820564972,12.095330633894575
2020-06-10,12.046971647177832,12.08530930267557
2020-06-11,12.024402918875182,12.067547412180373
2020-06-12,11.995412164696594,12.045124998491318
2020-06-15,11.966325291868348,12.022213708266072
2020-06-16,11.952389549785648,12.009167662571487
2020-06-17,11.962638164091778,12.012447168212036
2020-06-18,11.96905357703542,12.01357960897255
2020-06-19,11.983429426841571,12.020445440651741
2020-06-22,12.02215043380904,12.044287670287114
2020-06-23,12.128612297255797,12.114978788333106
2020-06-24,12.189696840374292,12.157238221343874
2020-06-29,12.190678093671979,12.159997045773302
2020-06-30,12.242042084750837,12.19677142991696
2020-07-01,12.29994283858409,12.238915208631996
2020-07-02,12.420900663480845,12.324791646784771
2020-07-03,12.600814886006479,12.452869605056723
2020-07-06,12.86454680162491,12.641071566020806
2020-07-07,13.033637582422537,12.770034690793658
2020-07-08,13.248529241239439,12.932613097839228
2020-07-09,13.487716932549969,13.115025156043151
2020-07-10,13.854601034211877,13.387604178233916
2020-07-13,14.129400935715507,13.60388777963818
2020-07-14,14.34279132279022,13.782346632564751
2020-07-15,14.501573101572102,13.92606620465735
2020-07-16,14.553804234755711,13.998578062421393
2020-07-17,14.557251450493261,14.036734316458723
2020-07-20,14.619417979017712,14.112428876687193
2020-07-21,14.65661626673031,14.170336691094473
2020-07-22,14.7474147175179,14.263218194894831
2020-07-23,14.839089506325719,14.35655895651452
2020-07-24,14.789652410485173,14.354200314158746
2020-07-27,14.763018847581824,14.364251906793665
2020-07-28,14.734159909716888,14.370429203129559
"
1615,CN,technical,"南方航空2023年08月21日至2023年09月10日, 对于双指数移动平均的60日线和10日线，有多少次死叉？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",6.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2022-05-31,6.49
2022-06-01,6.48
2022-06-02,6.48
2022-06-06,6.4
2022-06-07,6.36
2022-06-08,6.51
2022-06-09,6.45
2022-06-10,6.47
2022-06-13,6.19
2022-06-14,6.24
2022-06-15,6.27
2022-06-16,6.39
2022-06-17,6.52
2022-06-20,6.71
2022-06-21,6.68
2022-06-22,6.74
2022-06-23,6.75
2022-06-24,6.85
2022-06-27,7.05
2022-06-28,7.34
2022-06-29,7.2
2022-06-30,7.31
2022-07-01,6.98
2022-07-04,6.78
2022-07-05,6.81
2022-07-06,6.62
2022-07-07,6.61
2022-07-08,6.69
2022-07-11,6.62
2022-07-12,6.67
2022-07-13,6.9
2022-07-14,7.01
2022-07-15,6.79
2022-07-18,6.88
2022-07-19,6.7
2022-07-20,6.73
2022-07-21,6.62
2022-07-22,6.68
2022-07-25,6.66
2022-07-26,6.73
2022-07-27,6.8
2022-07-28,6.61
2022-07-29,6.4
2022-08-01,6.36
2022-08-02,6.34
2022-08-03,6.15
2022-08-04,6.2
2022-08-05,6.22
2022-08-08,6.14
2022-08-09,6.21
2022-08-10,6.09
2022-08-11,6.18
2022-08-12,6.34
2022-08-15,6.25
2022-08-16,6.23
2022-08-17,6.33
2022-08-18,6.23
2022-08-19,6.29
2022-08-22,6.39
2022-08-23,6.39
2022-08-24,6.31
2022-08-25,6.39
2022-08-26,6.42
2022-08-29,6.5
2022-08-30,6.51
2022-08-31,6.44
2022-09-01,6.15
2022-09-02,6.19
2022-09-05,6.24
2022-09-06,6.44
2022-09-07,6.44
2022-09-08,6.58
2022-09-09,6.6
2022-09-13,6.68
2022-09-14,6.64
2022-09-15,6.67
2022-09-16,6.5
2022-09-19,6.59
2022-09-20,6.53
2022-09-21,6.54
2022-09-22,6.44
2022-09-23,6.4
2022-09-26,6.55
2022-09-27,6.88
2022-09-28,6.87
2022-09-29,6.79
2022-09-30,6.64
2022-10-10,6.68
2022-10-11,6.49
2022-10-12,6.46
2022-10-13,6.38
2022-10-14,6.35
2022-10-17,6.52
2022-10-18,6.47
2022-10-19,6.36
2022-10-20,6.57
2022-10-21,6.84
2022-10-24,6.38
2022-10-25,6.49
2022-10-26,6.75
2022-10-27,6.75
2022-10-28,6.66
2022-10-31,6.46
2022-11-01,6.85
2022-11-02,7.03
2022-11-03,6.94
2022-11-04,7.29
2022-11-07,7.31
2022-11-08,7.4
2022-11-09,7.41
2022-11-10,7.42
2022-11-11,7.43
2022-11-14,6.91
2022-11-15,6.99
2022-11-16,6.97
2022-11-17,7.03
2022-11-18,7.04
2022-11-21,6.92
2022-11-22,6.88
2022-11-23,6.95
2022-11-24,6.86
2022-11-25,6.83
2022-11-28,7.02
2022-11-29,7.3
2022-11-30,7.45
2022-12-01,7.4
2022-12-02,7.34
2022-12-05,7.45
2022-12-06,7.42
2022-12-07,7.57
2022-12-08,7.5
2022-12-09,7.47
2022-12-12,7.72
2022-12-13,7.8
2022-12-14,7.85
2022-12-15,7.68
2022-12-16,7.75
2022-12-19,7.63
2022-12-20,7.51
2022-12-21,7.56
2022-12-22,7.6
2022-12-23,7.66
2022-12-26,7.79
2022-12-27,7.83
2022-12-28,7.55
2022-12-29,7.45
2022-12-30,7.6
2023-01-03,7.51
2023-01-04,7.78
2023-01-05,7.88
2023-01-06,7.64
2023-01-09,7.79
2023-01-10,7.84
2023-01-11,7.62
2023-01-12,7.71
2023-01-13,7.87
2023-01-16,7.7
2023-01-17,7.74
2023-01-18,7.7
2023-01-19,7.7
2023-01-20,7.85
2023-01-30,7.58
2023-01-31,7.33
2023-02-01,7.22
2023-02-02,7.26
2023-02-03,7.15
2023-02-06,7.11
2023-02-07,7.1
2023-02-08,7.13
2023-02-09,7.14
2023-02-10,7.2
2023-02-13,7.64
2023-02-14,7.64
2023-02-15,7.62
2023-02-16,7.59
2023-02-17,7.54
2023-02-20,7.67
2023-02-21,7.67
2023-02-22,7.71
2023-02-23,7.65
2023-02-24,7.61
2023-02-27,7.87
2023-02-28,7.9
2023-03-01,7.9
2023-03-02,8.06
2023-03-03,8.0
2023-03-06,8.05
2023-03-07,7.93
2023-03-08,7.97
2023-03-09,7.89
2023-03-10,7.78
2023-03-13,7.95
2023-03-14,7.98
2023-03-15,7.88
2023-03-16,7.78
2023-03-17,7.91
2023-03-20,7.74
2023-03-21,7.73
2023-03-22,7.72
2023-03-23,7.64
2023-03-24,7.48
2023-03-27,7.52
2023-03-28,7.5
2023-03-29,7.56
2023-03-30,7.9
2023-03-31,7.87
2023-04-03,8.15
2023-04-04,8.18
2023-04-06,8.14
2023-04-07,8.21
2023-04-10,8.18
2023-04-11,8.04
2023-04-12,8.05
2023-04-13,8.0
2023-04-14,7.96
2023-04-17,8.16
2023-04-18,8.03
2023-04-19,7.9
2023-04-20,7.81
2023-04-21,7.66
2023-04-24,7.59
2023-04-25,7.46
2023-04-26,7.54
2023-04-27,7.6
2023-04-28,7.75
2023-05-04,7.22
2023-05-05,7.24
2023-05-08,7.09
2023-05-09,7.03
2023-05-10,6.9
2023-05-11,6.92
2023-05-12,6.82
2023-05-15,6.92
2023-05-16,6.91
2023-05-17,6.78
2023-05-18,6.8
2023-05-19,6.87
2023-05-22,6.87
2023-05-23,6.67
2023-05-24,6.43
2023-05-25,6.36
2023-05-26,6.32
2023-05-29,6.33
2023-05-30,6.27
2023-05-31,6.27
2023-06-01,5.79
2023-06-02,5.79
2023-06-05,5.89
2023-06-06,5.84
2023-06-07,5.86
2023-06-08,5.9
2023-06-09,5.93
2023-06-12,6.07
2023-06-13,6.11
2023-06-14,6.03
2023-06-15,6.11
2023-06-16,6.22
2023-06-19,6.25
2023-06-20,6.19
2023-06-21,6.14
2023-06-26,6.0
2023-06-27,6.08
2023-06-28,6.15
2023-06-29,5.95
2023-06-30,6.03
2023-07-03,6.37
2023-07-04,6.39
2023-07-05,6.33
2023-07-06,6.36
2023-07-07,6.45
2023-07-10,6.47
2023-07-11,6.5
2023-07-12,6.37
2023-07-13,6.39
2023-07-14,6.36
2023-07-17,6.44
2023-07-18,6.6
2023-07-19,6.52
2023-07-20,6.43
2023-07-21,6.42
2023-07-24,6.6
2023-07-25,6.84
2023-07-26,6.77
2023-07-27,6.81
2023-07-28,6.87
2023-07-31,6.99
2023-08-01,6.95
2023-08-02,6.88
2023-08-03,6.86
2023-08-04,6.77
2023-08-07,6.77
2023-08-08,6.81
2023-08-09,6.74
2023-08-10,7.02
2023-08-11,6.88
2023-08-14,6.91
2023-08-15,6.83
2023-08-16,6.74
2023-08-17,6.77
2023-08-18,6.69
2023-08-21,6.48
2023-08-22,6.51
2023-08-23,6.38
2023-08-24,6.48
2023-08-25,6.36
2023-08-28,6.34
2023-08-29,6.51
2023-08-30,6.31
2023-08-31,6.32
2023-09-01,6.43
2023-09-04,6.46
2023-09-05,6.41
2023-09-06,6.22
2023-09-07,6.25
2023-09-08,6.26
","date,60日,10日
2022-11-22,6.959504511715505,6.994632859697704
2022-11-23,6.964964030598605,6.97686133325204
2022-11-24,6.964250439926653,6.934324647507353
2022-11-25,6.961535844148967,6.893475307545791
2022-11-28,6.971109708357859,6.926841441702241
2022-11-29,6.998178287362889,7.044819054097806
2022-11-30,7.0335002466123,7.181818313499868
2022-12-01,7.063766771514411,7.265865146207038
2022-12-02,7.088572658667914,7.306727401285159
2022-12-05,7.119143742394512,7.37154502984869
2022-12-06,7.146163728280756,7.407611540544979
2022-12-07,7.181410144823861,7.481751550497207
2022-12-08,7.210286021041879,7.51115927449838
2022-12-09,7.235675911133457,7.5205591798380595
2022-12-12,7.275804775353894,7.607824928707165
2022-12-13,7.318982780527215,7.696397043943272
2022-12-14,7.363117879932274,7.775642937813948
2022-12-15,7.393964912856024,7.774951579568236
2022-12-16,7.427644746759856,7.794490370178354
2022-12-19,7.4517589426298345,7.766429878927991
2022-12-20,7.466769552695108,7.703466083002444
2022-12-21,7.484083407956177,7.671450117696829
2022-12-22,7.502942100923646,7.659556781659294
2022-12-23,7.524558693725599,7.669461018471875
2022-12-26,7.553311481892407,7.7187535730828785
2022-12-27,7.583044137006917,7.767329462596598
2022-12-28,7.5930648830175524,7.709356976648043
2022-12-29,7.595943130083113,7.6322230983965955
2022-12-30,7.608153666367683,7.624150895653177
2023-01-03,7.61376298164345,7.588196746852931
2023-01-04,7.636313633228604,7.650799448999777
2023-01-05,7.664014134071122,7.730035986833624
2023-01-06,7.674680456806011,7.708697272926243
2023-01-09,7.6942963524289425,7.741728471949363
2023-01-10,7.715974865531255,7.781964944949985
2023-01-11,7.722198731332659,7.7380913460512275
2023-01-12,7.733716194898734,7.734569636175159
2023-01-13,7.7547851080656,7.784292470516793
2023-01-16,7.76365416108941,7.7642129639019615
2023-01-17,7.774462695604735,7.761871708601059
2023-01-18,7.781957094386092,7.74635824980951
2023-01-19,7.788880011284872,7.734440703021465
2023-01-20,7.804935682792401,7.774911082344461
2023-01-30,7.8025895526624724,7.715228903797227
2023-01-31,7.784030768144082,7.588161365966527
2023-02-01,7.759086061887406,7.458201729370222
2023-02-02,7.737750703992474,7.376552659272853
2023-02-03,7.710183011531247,7.28167840047138
2023-02-06,7.681211264822389,7.200591387539109
2023-02-07,7.652849132236303,7.140009456979849
2023-02-08,7.627656984947642,7.108049339597871
2023-02-09,7.604199717371285,7.090685977066204
2023-02-10,7.58562633728454,7.1005274954684365
2023-02-13,7.59621584509666,7.25585851206932
2023-02-14,7.606169409545358,7.372539324436217
2023-02-15,7.614227372514383,7.452878072402941
2023-02-16,7.619836848355584,7.502265893028502
2023-02-17,7.621827506245884,7.521698536818224
2023-02-20,7.631986648973954,7.578287379790908
2023-02-21,7.641531402868207,7.6192009893911035
2023-02-22,7.6530710864732665,7.661491885424585
2023-02-23,7.66005774443707,7.671571183251147
2023-02-24,7.664003007913087,7.664382244333352
2023-02-27,7.6844054400894795,7.743722467228601
2023-02-28,7.705626414194738,7.810926336531088
2023-03-01,7.725687608820813,7.858858634608584
2023-03-02,7.754962069465286,7.945198152012244
2023-03-03,7.778806344989486,7.986956071860569
2023-03-06,7.804575411831674,8.031869850540506
2023-03-07,7.821206376634235,8.022866021374497
2023-03-08,7.839461566897922,8.026991854036108
2023-03-09,7.851519742399212,8.001423465849713
2023-03-10,7.855746678693325,7.944260380672055
2023-03-13,7.870584350965574,7.95676243503504
2023-03-14,7.886485345261685,7.974825382665303
2023-03-15,7.895011391959809,7.954030318428856
2023-03-16,7.8965215029483415,7.9046045210993725
2023-03-17,7.906193798121492,7.910373879214366
2023-03-20,7.904281539133382,7.858025304755333
2023-03-21,7.901671031287603,7.815774596075969
2023-03-22,7.898399367235922,7.781349754858347
2023-03-23,7.889987042583182,7.729830654378507
2023-03-24,7.871528765161382,7.6394804911026295
2023-03-27,7.856420090405689,7.586949208542657
2023-03-28,7.840634286270729,7.5429588720011
2023-03-29,7.829370399858775,7.531925378217048
2023-03-30,7.840473041568143,7.637864101280051
2023-03-31,7.848988602875327,7.707530053040242
2023-04-03,7.875037168986267,7.852098828911436
2023-04-04,7.9016361773055985,7.96864160188599
2023-04-06,7.92423886562873,8.04042175232727
2023-04-07,7.950130562105567,8.114905266182102
2023-04-10,7.972696666160241,8.157992403021051
2023-04-11,7.985000300008583,8.141282390391883
2023-04-12,7.997214475828535,8.130053955808988
2023-04-13,8.005472655921508,8.103362063044937
2023-04-14,8.010612358764813,8.068853868284046
2023-04-17,8.028265907854436,8.108270568707447
2023-04-18,8.036537593086784,8.093391812174106
2023-04-19,8.035883894060031,8.038360849133635
2023-04-20,8.029321394224407,7.967195961507082
2023-04-21,8.013271583016476,7.8647733189965106
2023-04-24,7.993362290044995,7.766299539497815
2023-04-25,7.96591867327695,7.651575784973968
2023-04-26,7.944861187476714,7.59489043574812
2023-04-27,7.9285965938673275,7.5749641958284
2023-04-28,7.9227026307580175,7.6120395494084745
2023-05-04,7.8828188102510195,7.4662126522378305
2023-05-05,7.846084906884756,7.367065302818215
2023-05-08,7.801393948205502,7.2469066539400195
2023-05-09,7.75495084071953,7.14144816489131
2023-05-10,7.702339107174367,7.024192542804445
2023-05-11,7.653548244261332,6.948205141480033
2023-05-12,7.6006659043588005,6.863347289635424
2023-05-15,7.556805090379184,6.838166503206046
2023-05-16,7.514443705314803,6.820709398134939
2023-05-17,7.465779970772916,6.768999785710978
2023-05-18,7.420807764424244,6.741359473734244
2023-05-19,7.382583770509323,6.747935480634636
2023-05-22,7.346274160753915,6.756372791679209
2023-05-23,7.298894733663993,6.699661477860147
2023-05-24,7.238415463404743,6.581378318101596
2023-05-25,7.1764530872622885,6.474052291549125
2023-05-26,7.11502958720829,6.385212479012377
2023-05-29,7.057358175749863,6.326891200239435
2023-05-30,6.998754677768196,6.268117742540539
2023-05-31,6.943147637944156,6.228835750443245
2023-06-01,6.859444145286465,6.045222656545279
2023-06-02,6.779989795777579,5.9138709934715905
2023-06-05,6.711045815712131,5.85490431014221
2023-06-06,6.642441091747962,5.80006200774346
2023-06-07,6.578688657325423,5.771281226542861
2023-06-08,6.520855553629062,5.768170745688149
2023-06-09,6.468020171693681,5.780363870217205
2023-06-12,6.42704407784691,5.839753850431955
2023-06-13,6.390907028937478,5.900345362792839
2023-06-14,6.351638903334283,5.921391073950362
2023-06-15,6.319717672257138,5.965516183933485
2023-06-16,6.296724746681064,6.036194441560749
2023-06-19,6.277067323161302,6.099501558102613
2023-06-20,6.25477875542012,6.1270211465941875
2023-06-21,6.2306331979547265,6.130996370407747
2023-06-26,6.198917740193679,6.0876741195587165
2023-06-27,6.17419396179352,6.082221236938831
2023-06-28,6.1554784959353865,6.101638026691176
2023-06-29,6.1250645075892685,6.050119083411634
2023-06-30,6.101583897144979,6.038767754987754
2023-07-03,6.101470395251631,6.143275782902752
2023-07-04,6.102942853818751,6.227342288105263
2023-07-05,6.100758993796411,6.26916061677454
2023-07-06,6.100897383285,6.309083279213491
2023-07-07,6.107110268067758,6.367243630789532
2023-07-10,6.114581004659132,6.415524737851524
2023-07-11,6.123886919750758,6.459563338848347
2023-07-12,6.124612085769287,6.447405267157018
2023-07-13,6.126844242331347,6.443319111160111
2023-07-14,6.127280350910548,6.42890377991722
2023-07-17,6.133098403197717,6.44342231751769
2023-07-18,6.149190917682759,6.505920766076098
2023-07-19,6.159570191870262,6.524422346811029
2023-07-20,6.163862579045545,6.5069094431109065
2023-07-21,6.167519216895846,6.489337683010464
2023-07-24,6.182821200096415,6.53478674664536
2023-07-25,6.213064392442771,6.646705979437467
2023-07-26,6.237515963253814,6.704876507854087
2023-07-27,6.263542798550839,6.759193092732846
2023-07-28,6.292348292362917,6.817068059710103
2023-07-31,6.327656685480463,6.897230043894544
2023-08-01,6.3588197840293095,6.940735833509104
2023-08-02,6.38409349188,6.947025301482183
2023-08-03,6.406980189826985,6.9424083237953305
2023-08-04,6.4230728194411055,6.906841311499326
2023-08-07,6.438500433633257,6.878508309499544
2023-08-08,6.455869292345524,6.869177678094747
2023-08-09,6.467983648703496,6.837834770192536
2023-08-10,6.4976687172031715,6.906180930350807
2023-08-11,6.516970799594613,6.909414940693093
2023-08-14,6.537353133807521,6.920524817345595
2023-08-15,6.551661516731441,6.901167798663534
2023-08-16,6.559541343361711,6.856105073804845
2023-08-17,6.569041883841833,6.8320182886083725
2023-08-18,6.5729857736230555,6.787397604679879
2023-08-21,6.563256329181762,6.684886316936677
2023-08-22,6.555999886984267,6.619407312185055
2023-08-23,6.5407771847973795,6.528982282155126
2023-08-24,6.532813375323651,6.496582641154756
2023-08-25,6.51756659373823,6.434676017306416
2023-08-28,6.501843854401009,6.384154194158144
2023-08-29,6.497926028265435,6.405072504475146
2023-08-30,6.4813741183242914,6.356428645944374
2023-08-31,6.466350550740733,6.325636355657019
2023-09-01,6.459233528176551,6.341200645442937
2023-09-04,6.454479083226637,6.364472586689943
2023-09-05,6.446812289568063,6.366680329617608
2023-09-06,6.427345652136252,6.306780378036374
2023-09-07,6.410846660599385,6.273730645885749
2023-09-08,6.39588391505189,6.254127745987042
"
1616,CN,technical,贵州茅台从2025年05月24日到2025年07月15日，双指数移动平均的5日线与20日线发生金叉多少次？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2024-12-20,1522.0
2024-12-23,1526.45
2024-12-24,1538.82
2024-12-25,1530.0
2024-12-26,1527.79
2024-12-27,1528.97
2024-12-30,1525.0
2024-12-31,1524.0
2025-01-02,1488.0
2025-01-03,1475.0
2025-01-06,1440.0
2025-01-07,1440.2
2025-01-08,1442.5
2025-01-09,1444.0
2025-01-10,1436.0
2025-01-13,1443.98
2025-01-14,1472.5
2025-01-15,1471.27
2025-01-16,1446.38
2025-01-17,1454.75
2025-01-20,1474.8
2025-01-21,1468.15
2025-01-22,1441.0
2025-01-23,1443.0
2025-01-24,1436.0
2025-01-27,1434.99
2025-02-05,1403.8
2025-02-06,1412.84
2025-02-07,1436.0
2025-02-10,1431.51
2025-02-11,1418.0
2025-02-12,1443.0
2025-02-13,1465.06
2025-02-14,1475.0
2025-02-17,1471.62
2025-02-18,1475.0
2025-02-19,1491.0
2025-02-20,1474.0
2025-02-21,1488.21
2025-02-24,1479.07
2025-02-25,1454.0
2025-02-26,1460.01
2025-02-27,1485.56
2025-02-28,1500.79
2025-03-03,1487.02
2025-03-04,1470.11
2025-03-05,1466.37
2025-03-06,1505.98
2025-03-07,1521.0
2025-03-10,1522.9
2025-03-11,1548.68
2025-03-12,1542.58
2025-03-13,1537.77
2025-03-14,1628.01
2025-03-17,1637.86
2025-03-18,1624.0
2025-03-19,1635.71
2025-03-20,1604.0
2025-03-21,1573.75
2025-03-24,1583.0
2025-03-25,1575.5
2025-03-26,1576.0
2025-03-27,1589.0
2025-03-28,1585.21
2025-03-31,1561.0
2025-04-01,1556.02
2025-04-02,1549.02
2025-04-03,1568.88
2025-04-07,1500.0
2025-04-08,1545.0
2025-04-09,1541.04
2025-04-10,1549.0
2025-04-11,1568.98
2025-04-14,1551.99
2025-04-15,1558.0
2025-04-16,1559.17
2025-04-17,1570.0
2025-04-18,1565.94
2025-04-21,1551.0
2025-04-22,1548.8
2025-04-23,1552.0
2025-04-24,1552.25
2025-04-25,1550.0
2025-04-28,1550.0
2025-04-29,1544.0
2025-04-30,1547.0
2025-05-06,1550.2
2025-05-07,1555.0
2025-05-08,1578.19
2025-05-09,1591.18
2025-05-12,1604.5
2025-05-13,1590.3
2025-05-14,1634.99
2025-05-15,1632.01
2025-05-16,1614.13
2025-05-19,1578.98
2025-05-20,1586.0
2025-05-21,1580.97
2025-05-22,1580.0
2025-05-23,1572.6
2025-05-26,1550.5
2025-05-27,1543.9
2025-05-28,1537.0
2025-05-29,1540.0
2025-05-30,1522.0
2025-06-03,1509.0
2025-06-04,1509.96
2025-06-05,1514.0
2025-06-06,1506.39
2025-06-09,1486.11
2025-06-10,1475.01
2025-06-11,1480.0
2025-06-12,1459.0
2025-06-13,1426.95
2025-06-16,1422.29
2025-06-17,1427.0
2025-06-18,1425.0
2025-06-19,1426.0
2025-06-20,1428.66
2025-06-23,1420.0
2025-06-24,1437.2
2025-06-25,1435.86
2025-06-26,1420.0
2025-06-27,1403.09
2025-06-30,1409.52
2025-07-01,1405.1
2025-07-02,1409.6
2025-07-03,1415.6
2025-07-04,1422.22
2025-07-07,1410.7
2025-07-08,1416.11
2025-07-09,1418.88
2025-07-10,1426.5
2025-07-11,1427.0
2025-07-14,1423.6
2025-07-15,1411.0
","date,5日,20日
2025-02-21,1487.8943258905533,1465.5247411912712
2025-02-24,1485.0836466344701,1468.2571842088919
2025-02-25,1469.2384951168253,1466.0441755751626
2025-02-26,1463.841928318225,1465.2136249650111
2025-02-27,1475.2121288168219,1469.1214633547513
2025-02-28,1489.8764258365513,1475.2323109857653
2025-03-03,1489.9565105301476,1477.9684714185382
2025-03-04,1480.271380335063,1477.2228025535876
2025-03-05,1472.7600579889072,1475.8694291511806
2025-03-06,1490.7172416140704,1481.8608905687008
2025-03-07,1508.7385186014685,1489.7089495470454
2025-03-10,1519.1659174179267,1496.7618146105247
2025-03-11,1538.5374371788055,1507.4489734075173
2025-03-12,1544.8850640526616,1515.4648201922892
2025-03-13,1544.7778911018577,1521.399925427059
2025-03-14,1594.0849374457387,1542.7769170099243
2025-03-17,1625.2408538823815,1562.8359335481891
2025-03-18,1632.7900552006245,1577.4223309090073
2025-03-19,1641.6741385419966,1591.9094060192551
2025-03-20,1627.3432713001623,1598.413343639941
2025-03-21,1601.5747446037735,1598.3005729063989
2025-03-24,1592.169316671626,1599.6635830505384
2025-03-25,1582.8036468493792,1599.2676472905205
2025-03-26,1578.107388389561,1598.8186599922699
2025-03-27,1583.0082303641352,1600.6024263082843
2025-03-28,1583.7465789790417,1601.2698411265342
2025-03-31,1570.7873362546623,1597.278678733977
2025-04-01,1561.1735243488647,1592.7790770590357
2025-04-02,1552.4392163519692,1587.4924727214163
2025-04-03,1559.2107220920193,1586.4186539985906
2025-04-07,1525.0279777440394,1572.8853134658596
2025-04-08,1532.0547605067109,1569.3091747216886
2025-04-09,1534.4161350115971,1565.4429099018867
2025-04-10,1540.6238420124796,1563.5006576579956
2025-04-11,1555.4135071225967,1565.403705978457
2025-04-14,1554.055190824582,1563.911881987012
2025-04-15,1556.5609179338444,1563.6727981120466
2025-04-16,1558.4844724342006,1563.6378764083943
2025-04-17,1565.43222194167,1565.5333906019273
2025-04-18,1566.7720859514711,1566.3890528728061
2025-04-21,1558.9751270723302,1564.375215839464
2025-04-22,1553.401464562453,1562.206290595939
2025-04-23,1552.190785162235,1560.8897210374441
2025-04-24,1551.770395966334,1559.7767040425088
2025-04-25,1550.3868456607854,1558.3891622027322
2025-04-28,1549.7289515626767,1557.1772364590354
2025-04-29,1546.133337345442,1555.0316261658138
2025-04-30,1545.9649157660667,1553.7193998154366
2025-05-06,1547.7828488678924,1553.1647709906115
2025-05-07,1551.526058150049,1553.5546120569961
2025-05-08,1566.459033592113,1558.0936464713657
2025-05-09,1581.616018945018,1564.348015717855
2025-05-12,1596.815121441307,1572.1275060469059
2025-05-13,1596.5352646128458,1576.2134153090362
2025-05-14,1620.5458543987688,1587.7929154958686
2025-05-15,1631.1665771482049,1597.1593279799115
2025-05-16,1626.0472786870425,1601.8991864715667
2025-05-19,1602.92011507241,1599.5137265386898
2025-05-20,1593.8813629023057,1598.648225536596
2025-05-21,1586.1939882820031,1596.9125367295617
2025-05-22,1581.6580453083127,1595.171144878637
2025-05-23,1575.346732285749,1592.2656413917928
2025-05-26,1559.9587340217486,1585.699769908079
2025-05-27,1548.4019865686653,1578.8084350208842
2025-05-28,1538.9321003041096,1571.5988984350313
2025-05-29,1536.175250819406,1565.9276097701038
2025-05-30,1525.3749565129374,1557.7846491190396
2025-06-03,1512.977608319736,1548.4360155781999
2025-06-04,1507.5590526427868,1540.599732651769
2025-06-05,1507.6620220482778,1534.639966059822
2025-06-06,1504.1842282231319,1528.1936268218808
2025-06-09,1491.6169611649411,1519.0400146400568
2025-06-10,1479.2529578985298,1509.2346312926675
2025-06-11,1476.058627791399,1501.8027902187941
2025-06-12,1463.4101891002965,1491.7118473876299
2025-06-13,1439.49308422644,1477.3406960234558
2025-06-16,1424.8806949240106,1464.2741463033635
2025-06-17,1420.7151113535963,1454.0515589243007
2025-06-18,1418.4509507274572,1445.0752317598135
2025-06-19,1418.727884812789,1437.7265808903826
2025-06-20,1421.136757204849,1432.0871947510943
2025-06-23,1418.2321719118922,1425.8687657821883
2025-06-24,1426.693226013701,1423.8453464604113
2025-06-25,1430.8766693907605,1422.0670340771842
2025-06-26,1424.478569848258,1417.85932680586
2025-06-27,1411.7429067351168,1411.3667652816619
2025-06-30,1408.693400158708,1407.1433599044235
2025-07-01,1404.974352773781,1402.9058479298185
2025-07-02,1405.8354036278379,1400.273273747162
2025-07-03,1409.9697147154366,1399.2912955727224
2025-07-04,1416.1105513415432,1399.836285814755
2025-07-07,1413.1186396929747,1398.3956425814556
2025-07-08,1414.5257189943914,1398.309350568877
2025-07-09,1416.866007684533,1398.9026639048948
2025-07-10,1422.363246248537,1400.9518599563294
2025-07-11,1425.5438804715902,1402.9517518718458
2025-07-14,1425.2303978516593,1404.190196257365
2025-07-15,1417.9099169259503,1403.094317885807
"
1617,CN,technical,在2023年02月10日至2024年01月26日期间，天赐材料的双指数移动平均20日线和60日线共出现几次金叉？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,6.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2021-11-15,134.99
2021-11-16,131.83
2021-11-17,133.65
2021-11-18,132.3
2021-11-19,127.6
2021-11-22,134.91
2021-11-23,136.38
2021-11-24,131.02
2021-11-25,131.49
2021-11-26,133.96
2021-11-29,136.82
2021-11-30,135.0
2021-12-01,136.47
2021-12-02,135.4
2021-12-03,133.88
2021-12-06,131.59
2021-12-07,125.4
2021-12-08,131.19
2021-12-09,127.51
2021-12-10,129.6
2021-12-13,124.5
2021-12-14,124.75
2021-12-15,123.8
2021-12-16,124.69
2021-12-17,121.96
2021-12-20,118.11
2021-12-21,119.0
2021-12-22,119.87
2021-12-23,117.7
2021-12-24,113.05
2021-12-27,112.85
2021-12-28,117.88
2021-12-29,118.0
2021-12-30,116.35
2021-12-31,114.65
2022-01-04,111.4
2022-01-05,104.69
2022-01-06,104.8
2022-01-07,105.45
2022-01-10,103.44
2022-01-11,101.0
2022-01-12,105.2
2022-01-13,102.96
2022-01-14,105.33
2022-01-17,106.57
2022-01-18,99.35
2022-01-19,95.23
2022-01-20,95.74
2022-01-21,97.66
2022-01-24,101.0
2022-01-25,98.86
2022-01-26,98.08
2022-01-27,97.08
2022-01-28,94.22
2022-02-07,97.15
2022-02-08,91.84
2022-02-09,91.98
2022-02-10,89.5
2022-02-11,87.0
2022-02-14,87.2
2022-02-15,91.09
2022-02-16,90.54
2022-02-17,96.92
2022-02-18,94.0
2022-02-21,94.13
2022-02-22,94.98
2022-02-23,99.66
2022-02-24,100.58
2022-02-25,101.61
2022-02-28,106.19
2022-03-01,105.29
2022-03-02,99.64
2022-03-03,99.68
2022-03-04,94.5
2022-03-07,89.4
2022-03-08,89.1
2022-03-09,87.55
2022-03-10,96.31
2022-03-11,98.91
2022-03-14,95.76
2022-03-15,96.1
2022-03-16,101.12
2022-03-17,104.85
2022-03-18,102.88
2022-03-21,104.76
2022-03-22,103.48
2022-03-23,101.52
2022-03-24,101.0
2022-03-25,96.78
2022-03-28,93.69
2022-03-29,96.0
2022-03-30,99.17
2022-03-31,94.0
2022-04-01,96.02
2022-04-06,92.09
2022-04-07,91.56
2022-04-08,89.95
2022-04-11,85.45
2022-04-12,86.2
2022-04-13,84.28
2022-04-14,84.31
2022-04-15,81.55
2022-04-18,82.45
2022-04-19,83.2
2022-04-20,79.0
2022-04-21,76.66
2022-04-22,73.99
2022-04-25,68.96
2022-04-26,67.0
2022-04-27,72.19
2022-04-28,71.68
2022-04-29,74.92
2022-05-05,75.03
2022-05-06,73.35
2022-05-09,73.63
2022-05-10,74.49
2022-05-11,79.25
2022-05-12,77.89
2022-05-13,77.05
2022-05-16,37.48
2022-05-17,38.86
2022-05-18,40.76
2022-05-19,41.35
2022-05-20,41.1
2022-05-23,41.1
2022-05-24,38.86
2022-05-25,38.23
2022-05-26,37.86
2022-05-27,37.71
2022-05-30,37.91
2022-05-31,38.05
2022-06-01,40.05
2022-06-02,41.44
2022-06-06,45.58
2022-06-07,44.68
2022-06-08,44.25
2022-06-09,42.86
2022-06-10,46.6
2022-06-13,49.86
2022-06-14,53.16
2022-06-15,51.45
2022-06-16,53.44
2022-06-17,57.68
2022-06-20,58.98
2022-06-21,57.57
2022-06-22,60.57
2022-06-23,60.88
2022-06-24,62.89
2022-06-27,62.24
2022-06-28,65.95
2022-06-29,61.98
2022-06-30,62.06
2022-07-01,62.78
2022-07-04,66.0
2022-07-05,66.75
2022-07-06,64.66
2022-07-07,65.11
2022-07-08,62.51
2022-07-11,61.12
2022-07-12,58.01
2022-07-13,60.65
2022-07-14,60.47
2022-07-15,59.1
2022-07-18,59.06
2022-07-19,58.12
2022-07-20,57.48
2022-07-21,56.09
2022-07-22,55.31
2022-07-25,54.56
2022-07-26,55.07
2022-07-27,55.47
2022-07-28,53.88
2022-07-29,52.38
2022-08-01,55.0
2022-08-02,53.25
2022-08-03,51.57
2022-08-04,51.79
2022-08-05,52.66
2022-08-08,52.33
2022-08-09,54.02
2022-08-10,52.48
2022-08-11,56.2
2022-08-12,55.88
2022-08-15,57.7
2022-08-16,57.78
2022-08-17,55.6
2022-08-18,54.79
2022-08-19,51.75
2022-08-22,53.93
2022-08-23,54.51
2022-08-24,52.45
2022-08-25,50.89
2022-08-26,50.28
2022-08-29,49.38
2022-08-30,50.0
2022-08-31,47.55
2022-09-01,46.98
2022-09-02,47.14
2022-09-05,47.18
2022-09-06,48.26
2022-09-07,48.4
2022-09-08,47.27
2022-09-09,48.53
2022-09-13,48.15
2022-09-14,46.83
2022-09-15,45.01
2022-09-16,44.6
2022-09-19,45.99
2022-09-20,47.03
2022-09-21,48.0
2022-09-22,47.12
2022-09-23,46.63
2022-09-26,46.46
2022-09-27,46.6
2022-09-28,44.0
2022-09-29,46.08
2022-09-30,44.06
2022-10-10,41.6
2022-10-11,45.76
2022-10-12,47.94
2022-10-13,47.92
2022-10-14,48.49
2022-10-17,48.26
2022-10-18,48.2
2022-10-19,48.2
2022-10-20,47.1
2022-10-21,46.18
2022-10-24,45.21
2022-10-25,45.0
2022-10-26,45.31
2022-10-27,43.97
2022-10-28,42.0
2022-10-31,42.5
2022-11-01,44.26
2022-11-02,44.32
2022-11-03,44.44
2022-11-04,47.61
2022-11-07,48.89
2022-11-08,49.61
2022-11-09,48.9
2022-11-10,47.14
2022-11-11,47.93
2022-11-14,46.25
2022-11-15,47.49
2022-11-16,46.52
2022-11-17,45.18
2022-11-18,44.71
2022-11-21,44.91
2022-11-22,43.89
2022-11-23,44.3
2022-11-24,45.83
2022-11-25,44.08
2022-11-28,43.31
2022-11-29,44.47
2022-11-30,44.96
2022-12-01,47.83
2022-12-02,48.15
2022-12-05,46.75
2022-12-06,49.42
2022-12-07,51.32
2022-12-08,51.55
2022-12-09,50.52
2022-12-12,50.43
2022-12-13,48.45
2022-12-14,48.06
2022-12-15,49.01
2022-12-16,48.74
2022-12-19,49.58
2022-12-20,49.2
2022-12-21,49.06
2022-12-22,47.23
2022-12-23,47.04
2022-12-26,48.62
2022-12-27,48.47
2022-12-28,47.03
2022-12-29,46.14
2022-12-30,43.86
2023-01-03,44.42
2023-01-04,42.91
2023-01-05,44.59
2023-01-06,44.91
2023-01-09,46.13
2023-01-10,47.15
2023-01-11,46.62
2023-01-12,47.62
2023-01-13,48.8
2023-01-16,46.66
2023-01-17,47.07
2023-01-18,47.01
2023-01-19,46.68
2023-01-20,47.58
2023-01-30,48.94
2023-01-31,49.08
2023-02-01,49.86
2023-02-02,49.02
2023-02-03,48.13
2023-02-06,47.18
2023-02-07,47.45
2023-02-08,47.74
2023-02-09,47.57
2023-02-10,46.03
2023-02-13,46.18
2023-02-14,46.36
2023-02-15,45.77
2023-02-16,45.08
2023-02-17,44.3
2023-02-20,44.14
2023-02-21,45.58
2023-02-22,45.46
2023-02-23,45.82
2023-02-24,44.96
2023-02-27,45.13
2023-02-28,44.99
2023-03-01,44.68
2023-03-02,43.91
2023-03-03,44.05
2023-03-06,43.96
2023-03-07,43.3
2023-03-08,43.38
2023-03-09,43.96
2023-03-10,42.93
2023-03-13,41.5
2023-03-14,40.88
2023-03-15,40.83
2023-03-16,39.05
2023-03-17,39.04
2023-03-20,40.15
2023-03-21,40.46
2023-03-22,41.08
2023-03-23,40.94
2023-03-24,40.99
2023-03-27,41.34
2023-03-28,41.16
2023-03-29,41.0
2023-03-30,41.38
2023-03-31,41.96
2023-04-03,42.43
2023-04-04,40.81
2023-04-06,40.62
2023-04-07,41.11
2023-04-10,42.72
2023-04-11,42.8
2023-04-12,42.09
2023-04-13,41.79
2023-04-14,42.65
2023-04-17,43.01
2023-04-18,44.61
2023-04-19,43.81
2023-04-20,42.15
2023-04-21,42.32
2023-04-24,40.64
2023-04-25,39.09
2023-04-26,42.0
2023-04-27,42.95
2023-04-28,42.68
2023-05-04,42.5
2023-05-05,42.53
2023-05-08,42.62
2023-05-09,41.8
2023-05-10,44.48
2023-05-11,45.47
2023-05-12,44.6
2023-05-15,46.89
2023-05-16,45.59
2023-05-17,46.21
2023-05-18,44.85
2023-05-19,44.72
2023-05-22,45.17
2023-05-23,44.5
2023-05-24,44.16
2023-05-25,44.51
2023-05-26,42.8
2023-05-29,41.61
2023-05-30,41.78
2023-05-31,40.89
2023-06-01,42.1
2023-06-02,42.67
2023-06-05,41.49
2023-06-06,41.33
2023-06-07,40.36
2023-06-08,39.91
2023-06-09,40.03
2023-06-12,39.5
2023-06-13,39.15
2023-06-14,38.76
2023-06-15,41.6
2023-06-16,41.8
2023-06-19,41.39
2023-06-20,40.98
2023-06-21,40.6
2023-06-26,40.93
2023-06-27,40.29
2023-06-28,40.71
2023-06-29,40.17
2023-06-30,41.19
2023-07-03,41.28
2023-07-04,41.7
2023-07-05,41.52
2023-07-06,40.78
2023-07-07,40.34
2023-07-10,41.66
2023-07-11,40.65
2023-07-12,39.85
2023-07-13,39.97
2023-07-14,38.97
2023-07-17,36.14
2023-07-18,35.75
2023-07-19,35.09
2023-07-20,34.85
2023-07-21,34.32
2023-07-24,33.62
2023-07-25,34.83
2023-07-26,35.18
2023-07-27,35.58
2023-07-28,35.95
2023-07-31,36.82
2023-08-01,36.99
2023-08-02,36.53
2023-08-03,36.51
2023-08-04,36.58
2023-08-07,36.93
2023-08-08,37.2
2023-08-09,37.03
2023-08-10,37.36
2023-08-11,36.62
2023-08-14,36.48
2023-08-15,35.91
2023-08-16,35.8
2023-08-17,35.8
2023-08-18,34.86
2023-08-21,34.2
2023-08-22,33.8
2023-08-23,32.5
2023-08-24,33.03
2023-08-25,32.5
2023-08-28,32.53
2023-08-29,32.83
2023-08-30,33.15
2023-08-31,32.83
2023-09-01,32.86
2023-09-04,33.36
2023-09-05,33.3
2023-09-06,33.28
2023-09-07,31.58
2023-09-08,29.33
2023-09-11,28.52
2023-09-12,29.17
2023-09-13,28.63
2023-09-14,28.2
2023-09-15,28.05
2023-09-18,28.63
2023-09-19,28.49
2023-09-20,27.95
2023-09-21,27.75
2023-09-22,28.04
2023-09-25,28.01
2023-09-26,27.05
2023-09-27,27.17
2023-09-28,27.03
2023-10-09,26.88
2023-10-10,26.6
2023-10-11,26.5
2023-10-12,28.22
2023-10-13,27.79
2023-10-16,26.82
2023-10-17,27.09
2023-10-18,26.31
2023-10-19,25.73
2023-10-20,26.21
2023-10-23,25.56
2023-10-24,25.43
2023-10-25,25.25
2023-10-26,25.44
2023-10-27,27.02
2023-10-30,28.3
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2023-11-01,27.66
2023-11-02,26.91
2023-11-03,27.17
2023-11-06,28.58
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2023-11-13,28.14
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2023-11-17,27.22
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2023-07-10,40.7682698073411,40.70181387720725
2023-07-11,40.7171214064494,40.658662665288944
2023-07-12,40.52951809953852,40.566686309645625
2023-07-13,40.39155241656123,40.487611749249766
2023-07-14,40.093385021502165,40.34858218952524
2023-07-17,39.32573883170096,40.03450634266707
2023-07-18,38.59770429690496,39.71134696392912
2023-07-19,37.85618211039935,39.36220340433694
2023-07-20,37.18054891817684,39.01550693979575
2023-07-21,36.51019567993414,38.65250978289518
2023-07-24,35.814598623867596,38.26311898947877
2023-07-25,35.44478245213177,37.971895708683164
2023-07-26,35.19996891969378,37.71865307947482
2023-07-27,35.07194723967362,37.50481480895825
2023-07-28,35.038877816893624,37.326564263700526
2023-07-31,35.177894658410295,37.21444483207007
2023-08-01,35.33742640705853,37.1200977423539
2023-08-02,35.39956077357505,37.002026629676806
2023-08-03,35.4570488987863,36.88977356605206
2023-08-04,35.52635732873213,36.78886735569412
2023-08-07,35.65614171398274,36.716819522402304
2023-08-08,35.82291630858487,36.667062525418054
2023-08-09,35.94108856123119,36.61012289719881
2023-08-10,36.10756436386249,36.578591766475895
2023-08-11,36.12096007201316,36.50220524857415
2023-08-14,36.11105533358762,36.4218423649917
2023-08-15,36.00289244944711,36.30996099782952
2023-08-16,35.89355373975887,36.197771026562975
2023-08-17,35.803201156637584,36.09238957692979
2023-08-18,35.558688487400985,35.932861927243984
2023-08-21,35.23246665623543,35.73990111126299
2023-08-22,34.88349625334267,35.53193115563952
2023-08-23,34.35217584414162,35.25166479171912
2023-08-24,33.996585433488235,35.02070164418518
2023-08-25,33.60058888024601,34.76831101716492
2023-08-28,33.27188794772576,34.53169585545404
2023-08-29,33.05050792860849,34.32753994001803
2023-08-30,32.92533736485392,34.15558162198718
2023-08-31,32.76686134903801,33.9729938145286
2023-09-01,32.64314867986408,33.80288896824496
2023-09-04,32.63454807149393,33.674991487517644
2023-09-05,32.62320337329075,33.551134702685104
2023-09-06,32.6164272972261,33.43370659013127
2023-09-07,32.308509218658656,33.214039273237866
2023-09-08,31.641678236260745,32.86166139438839
2023-09-11,30.927907946939442,32.47597097733583
2023-09-12,30.439693193577206,32.15282875060396
2023-09-13,29.930567799613307,31.81249297896835
2023-09-14,29.42399968528357,31.46295285723241
2023-09-15,28.971013091147128,31.122775223480275
2023-09-18,28.697062495120264,30.838644762855402
2023-09-19,28.446803050344357,30.561436294033435
2023-09-20,28.14437476969701,30.265051336993537
2023-09-21,27.85876454658481,29.972394459593957
2023-09-22,27.676586885065888,29.714929216899442
2023-09-25,27.52531141262009,29.470334692124595
2023-09-26,27.23172481125181,29.178027549015283
2023-09-27,27.01151696014306,28.910026131288987
2023-09-28,26.807296773996054,28.64841015718782
2023-10-09,26.61493243319094,28.392253520134638
2023-10-10,26.409074708103848,28.132933372953055
2023-10-11,26.22415194713138,27.88224131011217
2023-10-12,26.387295428991727,27.757170620515424
2023-10-13,26.459462356963666,27.612929891418844
2023-10-16,26.354642428550996,27.41561903478061
2023-10-17,26.322037975328364,27.2478088847949
2023-10-18,26.160817205453807,27.040343588466108
2023-10-19,25.92498054616462,26.808065149639347
2023-10-20,25.81723234619171,26.620568910414804
2023-10-23,25.614678991146377,26.402800384646916
2023-10-24,25.42479128789026,26.189786829221873
2023-10-25,25.236744516853935,25.97808585266948
2023-10-26,25.11739789007042,25.791511425690295
2023-10-27,25.309248856444277,25.718501045142773
2023-10-30,25.714013490084156,25.734157283017943
2023-10-31,25.9799182038793,25.71995753427067
2023-11-01,26.18697473191678,25.699245587071978
2023-11-02,26.23377633666477,25.633603213906987
2023-11-03,26.325386935230227,25.590336480812937
2023-11-06,26.66382203350961,25.642501800935577
2023-11-07,26.840329476468384,25.65253605843173
2023-11-08,26.987444825679827,25.661791394661336
2023-11-09,27.152340203826327,25.685744810365883
2023-11-10,27.284943085222206,25.70686785815574
2023-11-13,27.42020355652158,25.73622068210733
2023-11-14,27.49210427287757,25.7501396010665
2023-11-15,27.608992575628136,25.78481071057808
2023-11-16,27.514028192386505,25.750172411563703
2023-11-17,27.452580901865478,25.726324895166144
2023-11-20,27.382030345208893,25.699171306302787
2023-11-21,27.276549909077684,25.65917175562862
2023-11-22,27.07041694517819,25.58177451754228
2023-11-23,26.883170533050233,25.506196209601214
2023-11-24,26.610951401734145,25.39621693661512
2023-11-27,26.287788335947198,25.261247112102602
2023-11-28,25.99388126090666,25.128305712592663
2023-11-29,25.620466342237133,24.959888019890585
2023-11-30,25.289843550834306,24.797076533630033
2023-12-01,24.967589124757758,24.62928962424882
2023-12-04,24.564132879150808,24.425176915285366
2023-12-05,24.19292145923989,24.22264613120503
2023-12-06,24.007844342630364,24.07775490736508
2023-12-07,23.819988976493036,23.929655641088182
2023-12-08,23.61351336859838,23.772705313629366
2023-12-11,23.440108044506843,23.624757205287885
2023-12-12,23.32065281962007,23.494408805944207
2023-12-13,23.037192621292157,23.305986227782657
2023-12-14,22.76508853493945,23.116509490483146
2023-12-15,22.532050146474408,22.936365830041993
2023-12-18,22.21129037590348,22.721900485963566
2023-12-19,21.98580412039391,22.535434088575535
2023-12-20,21.711918055268,22.32918005319203
2023-12-21,21.621485987849567,22.18409888754227
2023-12-22,21.62000771054922,22.07270841907224
2023-12-25,21.676666012255293,21.986913994342203
2023-12-26,21.743031052769737,21.911268187176752
2023-12-27,21.786445237383425,21.83429744611478
2023-12-28,22.239612447578452,21.908913855837646
2023-12-29,22.66907937068524,21.99417697511256
2024-01-02,22.88649715245124,22.021788963904694
2024-01-03,23.10015209713996,22.058367888153498
2024-01-04,23.1612151961061,22.050546808808555
2024-01-05,23.08511296921801,21.99852118009719
2024-01-08,22.909028262226006,21.910873962073904
2024-01-09,22.799452996300793,21.843509419803716
2024-01-10,22.778150313796935,21.806393050730424
2024-01-11,22.992474872438468,21.85479196152133
2024-01-12,23.177058242460777,21.901945264562734
2024-01-15,23.213988772184614,21.90465767166536
2024-01-16,23.33760774302717,21.94117023775984
2024-01-17,23.29251934734022,21.923372753649083
2024-01-18,23.357900326405186,21.94482759557218
2024-01-19,23.378605387939952,21.953928642159653
2024-01-22,23.130351659283015,21.869334454737555
2024-01-23,22.908444623722268,21.787187261984194
2024-01-24,22.624403312311117,21.677049361682553
2024-01-25,22.408900984264243,21.58349971685677
2024-01-26,22.138533763488788,21.465095977940887
"
1618,CN,technical,2022年02月21日-2022年04月19日，白云山双指数移动平均线中20日均线和10日均线金叉的次数是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2021-09-15,30.64
2021-09-16,30.01
2021-09-17,30.28
2021-09-22,30.11
2021-09-23,30.7
2021-09-24,30.63
2021-09-27,30.93
2021-09-28,30.27
2021-09-29,29.73
2021-09-30,29.77
2021-10-08,30.35
2021-10-11,30.43
2021-10-12,30.1
2021-10-13,30.8
2021-10-14,30.12
2021-10-15,30.2
2021-10-18,29.95
2021-10-19,30.2
2021-10-20,30.02
2021-10-21,29.79
2021-10-22,29.8
2021-10-25,29.65
2021-10-26,30.22
2021-10-27,29.12
2021-10-28,29.02
2021-10-29,29.12
2021-11-01,29.23
2021-11-02,28.8
2021-11-03,28.86
2021-11-04,28.96
2021-11-05,29.11
2021-11-08,28.97
2021-11-09,29.12
2021-11-10,29.26
2021-11-11,29.27
2021-11-12,29.06
2021-11-15,29.23
2021-11-16,29.39
2021-11-17,29.51
2021-11-18,29.13
2021-11-19,29.23
2021-11-22,29.08
2021-11-23,29.12
2021-11-24,29.12
2021-11-25,29.8
2021-11-26,29.44
2021-11-29,29.48
2021-11-30,29.38
2021-12-01,29.39
2021-12-02,29.36
2021-12-03,29.42
2021-12-06,29.55
2021-12-07,29.99
2021-12-08,30.02
2021-12-09,30.3
2021-12-10,29.94
2021-12-13,29.9
2021-12-14,29.91
2021-12-15,29.63
2021-12-16,29.79
2021-12-17,29.92
2021-12-20,30.78
2021-12-21,30.64
2021-12-22,31.55
2021-12-23,31.72
2021-12-24,32.71
2021-12-27,33.17
2021-12-28,32.59
2021-12-29,32.17
2021-12-30,32.28
2021-12-31,34.2
2022-01-04,34.49
2022-01-05,34.01
2022-01-06,35.29
2022-01-07,33.78
2022-01-10,34.13
2022-01-11,35.03
2022-01-12,34.01
2022-01-13,32.72
2022-01-14,32.99
2022-01-17,33.0
2022-01-18,32.95
2022-01-19,32.34
2022-01-20,32.28
2022-01-21,31.34
2022-01-24,30.99
2022-01-25,29.9
2022-01-26,29.82
2022-01-27,29.24
2022-01-28,29.1
2022-02-07,29.39
2022-02-08,29.71
2022-02-09,30.27
2022-02-10,30.3
2022-02-11,29.58
2022-02-14,29.5
2022-02-15,29.87
2022-02-16,29.87
2022-02-17,29.6
2022-02-18,29.74
2022-02-21,30.07
2022-02-22,29.85
2022-02-23,29.99
2022-02-24,29.61
2022-02-25,29.77
2022-02-28,29.79
2022-03-01,29.72
2022-03-02,29.98
2022-03-03,30.27
2022-03-04,30.36
2022-03-07,29.98
2022-03-08,28.5
2022-03-09,27.61
2022-03-10,28.83
2022-03-11,29.44
2022-03-14,29.03
2022-03-15,27.35
2022-03-16,28.12
2022-03-17,29.04
2022-03-18,29.95
2022-03-21,30.2
2022-03-22,30.12
2022-03-23,30.45
2022-03-24,30.59
2022-03-25,30.43
2022-03-28,30.46
2022-03-29,31.02
2022-03-30,31.27
2022-03-31,31.36
2022-04-01,31.04
2022-04-06,31.45
2022-04-07,30.7
2022-04-08,30.2
2022-04-11,30.01
2022-04-12,30.2
2022-04-13,29.58
2022-04-14,29.78
2022-04-15,29.65
2022-04-18,29.11
2022-04-19,29.4
","date,20日,10日
2021-11-17,29.112162707704158,29.270594186148102
2021-11-18,29.092451473743168,29.223790349591933
2021-11-19,29.0947971396051,29.222416199514107
2021-11-22,29.070732733296104,29.172160241213604
2021-11-23,29.0583740448364,29.148694343798763
2021-11-24,29.04881626090602,29.132037194494664
2021-11-25,29.1649939818981,29.34528200547308
2021-11-26,29.200549948679384,29.384056399418196
2021-11-29,29.239083971838863,29.42508532761557
2021-11-30,29.25467228583708,29.421308483595116
2021-12-01,29.270383606041186,29.42072039847084
2021-12-02,29.27888757921469,29.40939381591754
2021-12-03,29.297468948826424,29.42001341550029
2021-12-06,29.337373707634885,29.470097166774682
2021-12-07,29.451786685184356,29.651720267486475
2021-12-08,29.55576840435583,29.794402830194812
2021-12-09,29.69589159483991,29.98993734472867
2021-12-10,29.750768931314724,30.012074090995842
2021-12-13,29.790151341160872,30.01128714953846
2021-12-14,29.82519996834866,30.010387225107042
2021-12-15,29.803866078419855,29.913904226930406
2021-12-16,29.813850208628523,29.892823733045873
2021-12-17,29.84538959677096,29.918288072410906
2021-12-20,30.027893362603923,30.219688561658213
2021-12-21,30.15871487284265,30.39369422597556
2021-12-22,30.43524935289891,30.819146142552444
2021-12-23,30.70256896715904,31.184311602655892
2021-12-24,31.110215463483915,31.77374264280264
2021-12-27,31.541869711373586,32.351337218675994
2021-12-28,31.804771535960153,32.57331913413911
2021-12-29,31.95091319703025,32.58362705658502
2021-12-30,32.09248572958849,32.61321741602122
2021-12-31,32.558376299509504,33.256721130486085
2022-01-04,33.0072492939391,33.81454688544234
2022-01-05,33.30106823682645,34.0516187747786
2022-01-06,33.78021645776758,34.63208446020937
2022-01-07,33.912215645814456,34.54323638317677
2022-01-10,34.08256223153251,34.574231095802
2022-01-11,34.385702522956755,34.87781495811137
2022-01-12,34.45466133273526,34.74888134666191
2022-01-13,34.27306379305068,34.21169830604989
2022-01-14,34.15930196312249,33.892040293539374
2022-01-17,34.05738534530714,33.651540622568206
2022-01-18,33.955295911265026,33.452477516461286
2022-01-19,33.751950175813185,33.10095667629183
2022-01-20,33.56180139757879,32.820650769193534
2022-01-21,33.22399887029323,32.3043914175263
2022-01-24,32.866895224417355,31.81121312698785
2022-01-25,32.35981586600724,31.093590862181536
2022-01-26,31.907899966120446,30.547295267982868
2022-01-27,31.413810987155323,29.96581490267689
2022-01-28,30.964238730114445,29.506284578705888
2022-02-07,30.63192004595976,29.281101979065596
2022-02-08,30.406671236064795,29.2397449667753
2022-02-09,30.317552176390556,29.4127292819603
2022-02-10,30.24961070417295,29.566785582804464
2022-02-11,30.063839016446764,29.456136145095037
2022-02-14,29.89286637396391,29.359713425798805
2022-02-15,29.816465944412503,29.422117607896414
2022-02-16,29.754410572880285,29.47869833779989
2022-02-17,29.65568124994457,29.440254087973294
2022-02-18,29.59975378831289,29.466080529396038
2022-02-21,29.615107918012917,29.601515402434536
2022-02-22,29.591893426288784,29.63493823802446
2022-02-23,29.60062810833512,29.71070267381525
2022-02-24,29.542375745036676,29.645034149879653
2022-02-25,29.524329019116298,29.652808637166416
2022-02-28,29.51541250180628,29.668498710898337
2022-03-01,29.4979056701597,29.659878059069342
2022-03-02,29.532754674910144,29.742045124900535
2022-03-03,29.617946221430024,29.900783569799085
2022-03-04,29.709924369747384,30.04900406366343
2022-03-07,29.72217927692104,30.032887069848215
2022-03-08,29.466068856018552,29.531093476638087
2022-03-09,29.08620459894402,28.8668814522036
2022-03-10,28.9831755395343,28.78399963577378
2022-03-11,29.008104808003583,28.931690332683615
2022-03-14,28.95805275967115,28.911824093997346
2022-03-15,28.612971125914477,28.347059947637206
2022-03-16,28.45871635428224,28.19057948775523
2022-03-17,28.49626547451724,28.387627130718357
2022-03-18,28.697014160473625,28.841927548545957
2022-03-21,28.91806227609349,29.265321132429033
2022-03-22,29.096126041704366,29.553202089163026
2022-03-23,29.311038774626603,29.873743817582866
2022-03-24,29.522692610196728,30.153652121150436
2022-03-25,29.676607041489305,30.302560915401443
2022-03-28,29.814876160606456,30.41637387963884
2022-03-29,30.035501211306833,30.6791288762064
2022-03-30,30.270384745224312,30.948935811885292
2022-03-31,30.488052356932503,31.169916130417928
2022-04-01,30.61609271611374,31.218343744297865
2022-04-06,30.79912718051277,31.38040375873657
2022-04-07,30.818807300526373,31.243257032576146
2022-04-08,30.743136765657454,30.968199900763757
2022-04-11,30.64179978118963,30.69586579101286
2022-04-12,30.587582433077063,30.553696154203987
2022-04-13,30.427213289310746,30.241873631903694
2022-04-14,30.324532758569514,30.077368517573625
2022-04-15,30.211957242397485,29.91443968839156
2022-04-18,30.01674728705125,29.61811742461211
2022-04-19,29.90133281306441,29.498823432342824
"
1619,CN,technical,对于招商轮船在2023年05月17日到2023年05月31日间双指数移动平均线，统计20日线与60日线的金叉次数。（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close
2022-02-21,4.49
2022-02-22,4.51
2022-02-23,4.61
2022-02-24,4.58
2022-02-25,4.5
2022-02-28,4.59
2022-03-01,4.49
2022-03-02,4.59
2022-03-03,4.75
2022-03-04,4.57
2022-03-07,4.51
2022-03-08,4.4
2022-03-09,4.32
2022-03-10,4.24
2022-03-11,4.39
2022-03-14,4.23
2022-03-15,3.82
2022-03-16,3.93
2022-03-17,3.89
2022-03-18,3.9
2022-03-21,3.87
2022-03-22,3.92
2022-03-23,3.86
2022-03-24,3.81
2022-03-25,3.84
2022-03-28,4.22
2022-03-29,4.64
2022-03-30,4.66
2022-03-31,4.72
2022-04-01,4.94
2022-04-06,4.96
2022-04-07,4.94
2022-04-08,4.9
2022-04-11,4.84
2022-04-12,5.0
2022-04-13,5.29
2022-04-14,5.47
2022-04-15,5.34
2022-04-18,5.14
2022-04-19,5.32
2022-04-20,5.15
2022-04-21,5.11
2022-04-22,5.43
2022-04-25,5.05
2022-04-26,4.78
2022-04-27,4.96
2022-04-28,5.04
2022-04-29,5.11
2022-05-05,5.13
2022-05-06,5.33
2022-05-09,5.36
2022-05-10,5.06
2022-05-11,5.28
2022-05-12,5.41
2022-05-13,5.79
2022-05-16,5.87
2022-05-17,5.83
2022-05-18,5.65
2022-05-19,5.73
2022-05-20,5.62
2022-05-23,5.58
2022-05-24,5.81
2022-05-25,6.0
2022-05-26,6.07
2022-05-27,6.08
2022-05-30,6.03
2022-05-31,6.05
2022-06-01,6.66
2022-06-02,6.64
2022-06-06,6.77
2022-06-07,6.97
2022-06-08,6.7
2022-06-09,6.25
2022-06-10,6.31
2022-06-13,5.96
2022-06-14,6.07
2022-06-15,5.9
2022-06-16,5.71
2022-06-17,5.61
2022-06-20,5.46
2022-06-21,5.63
2022-06-22,5.78
2022-06-23,5.96
2022-06-24,5.8
2022-06-27,5.89
2022-06-28,6.19
2022-06-29,5.91
2022-06-30,5.76
2022-07-01,5.63
2022-07-04,5.79
2022-07-05,6.21
2022-07-06,5.94
2022-07-07,5.66
2022-07-08,5.66
2022-07-11,5.73
2022-07-12,5.5
2022-07-13,5.58
2022-07-14,5.58
2022-07-15,5.41
2022-07-18,5.95
2022-07-19,6.27
2022-07-20,6.54
2022-07-21,6.59
2022-07-22,6.76
2022-07-25,6.88
2022-07-26,7.11
2022-07-27,7.0
2022-07-28,7.01
2022-07-29,6.92
2022-08-01,7.25
2022-08-02,7.05
2022-08-03,6.74
2022-08-04,6.55
2022-08-05,6.57
2022-08-08,6.55
2022-08-09,6.86
2022-08-10,6.76
2022-08-11,6.77
2022-08-12,7.05
2022-08-15,7.1
2022-08-16,7.59
2022-08-17,7.67
2022-08-18,7.68
2022-08-19,7.53
2022-08-22,8.28
2022-08-23,8.07
2022-08-24,7.88
2022-08-25,8.56
2022-08-26,7.73
2022-08-29,7.93
2022-08-30,7.85
2022-08-31,7.49
2022-09-01,7.01
2022-09-02,7.25
2022-09-05,7.6
2022-09-06,7.71
2022-09-07,7.61
2022-09-08,7.46
2022-09-09,7.24
2022-09-13,7.28
2022-09-14,7.6
2022-09-15,7.3
2022-09-16,7.12
2022-09-19,7.66
2022-09-20,7.85
2022-09-21,8.36
2022-09-22,8.17
2022-09-23,7.77
2022-09-26,7.74
2022-09-27,7.61
2022-09-28,7.51
2022-09-29,7.03
2022-09-30,7.1
2022-10-10,7.16
2022-10-11,7.37
2022-10-12,7.32
2022-10-13,7.08
2022-10-14,7.58
2022-10-17,8.1
2022-10-18,8.04
2022-10-19,8.66
2022-10-20,8.19
2022-10-21,8.07
2022-10-24,7.73
2022-10-25,7.79
2022-10-26,7.49
2022-10-27,7.47
2022-10-28,7.39
2022-10-31,6.97
2022-11-01,6.95
2022-11-02,7.5
2022-11-03,7.31
2022-11-04,8.04
2022-11-07,7.9
2022-11-08,7.34
2022-11-09,7.25
2022-11-10,7.17
2022-11-11,7.27
2022-11-14,7.11
2022-11-15,7.17
2022-11-16,7.37
2022-11-17,7.52
2022-11-18,7.16
2022-11-21,7.19
2022-11-22,7.4
2022-11-23,7.28
2022-11-24,7.11
2022-11-25,6.98
2022-11-28,6.91
2022-11-29,6.71
2022-11-30,6.57
2022-12-01,6.44
2022-12-02,6.08
2022-12-05,6.25
2022-12-06,6.19
2022-12-07,6.15
2022-12-08,6.11
2022-12-09,6.15
2022-12-12,6.21
2022-12-13,6.41
2022-12-14,6.17
2022-12-15,6.16
2022-12-16,6.14
2022-12-19,5.9
2022-12-20,6.01
2022-12-21,5.92
2022-12-22,5.7
2022-12-23,5.55
2022-12-26,5.68
2022-12-27,5.67
2022-12-28,5.7
2022-12-29,5.6
2022-12-30,5.59
2023-01-03,5.82
2023-01-04,5.72
2023-01-05,5.73
2023-01-06,5.85
2023-01-09,5.83
2023-01-10,5.75
2023-01-11,5.93
2023-01-12,6.07
2023-01-13,6.07
2023-01-16,6.13
2023-01-17,6.04
2023-01-18,6.29
2023-01-19,6.3
2023-01-20,6.34
2023-01-30,6.27
2023-01-31,6.39
2023-02-01,6.55
2023-02-02,6.59
2023-02-03,6.79
2023-02-06,6.81
2023-02-07,6.89
2023-02-08,7.14
2023-02-09,7.18
2023-02-10,7.38
2023-02-13,7.09
2023-02-14,7.27
2023-02-15,7.11
2023-02-16,6.93
2023-02-17,7.0
2023-02-20,7.09
2023-02-21,7.1
2023-02-22,7.09
2023-02-23,6.97
2023-02-24,7.18
2023-02-27,7.15
2023-02-28,7.04
2023-03-01,7.62
2023-03-02,7.59
2023-03-03,7.65
2023-03-06,7.52
2023-03-07,7.29
2023-03-08,7.33
2023-03-09,8.02
2023-03-10,7.95
2023-03-13,7.9
2023-03-14,7.48
2023-03-15,7.92
2023-03-16,7.33
2023-03-17,7.29
2023-03-20,7.18
2023-03-21,7.31
2023-03-22,7.22
2023-03-23,7.11
2023-03-24,6.99
2023-03-27,7.01
2023-03-28,6.97
2023-03-29,6.89
2023-03-30,7.07
2023-03-31,7.01
2023-04-03,6.45
2023-04-04,6.35
2023-04-06,6.55
2023-04-07,6.72
2023-04-10,6.81
2023-04-11,6.72
2023-04-12,6.84
2023-04-13,6.95
2023-04-14,7.1
2023-04-17,7.31
2023-04-18,7.32
2023-04-19,7.27
2023-04-20,7.17
2023-04-21,6.97
2023-04-24,6.8
2023-04-25,6.72
2023-04-26,6.69
2023-04-27,6.62
2023-04-28,6.63
2023-05-04,6.33
2023-05-05,6.12
2023-05-08,6.16
2023-05-09,6.15
2023-05-10,5.96
2023-05-11,6.03
2023-05-12,5.91
2023-05-15,6.07
2023-05-16,6.02
2023-05-17,5.99
2023-05-18,5.92
2023-05-19,5.87
2023-05-22,6.05
2023-05-23,5.9
2023-05-24,5.85
2023-05-25,5.76
2023-05-26,5.73
2023-05-29,5.81
2023-05-30,5.8
2023-05-31,5.71
","date,20日,60日
2022-08-12,6.937561165779119,6.717432947736365
2022-08-15,6.9910277767846924,6.758834451355521
2022-08-16,7.124672528407986,6.829536761565911
2022-08-17,7.252806463152608,6.901656244177065
2022-08-18,7.363294274014734,6.970595049335012
2022-08-19,7.429400674525319,7.026175162357713
2022-08-22,7.620481871546226,7.127086119837583
2022-08-23,7.744786598617344,7.20918305574408
2022-08-24,7.815024376572454,7.2746554292102275
2022-08-25,7.996465964634824,7.380414824619747
2022-08-26,7.999537505296901,7.427086900976117
2022-08-29,8.0358882448838,7.4839740684559946
2022-08-30,8.050171836746241,7.532511648064602
2022-08-31,7.994742560817341,7.555040341433402
2022-09-01,7.85771548858695,7.545086624758062
2022-09-02,7.781394320719562,7.5506794131896955
2022-09-05,7.777590423025671,7.578162825949104
2022-09-06,7.792820425838377,7.610991933315862
2022-09-07,7.786395821103758,7.635360155570746
2022-09-08,7.7523258310955665,7.6484545767067225
2022-09-09,7.681875559627676,7.646312104701214
2022-09-13,7.627453677000876,7.6464509938519845
2022-09-14,7.637802624084145,7.666826610395502
2022-09-15,7.591509561500751,7.666466549859732
2022-09-16,7.5183171945197795,7.654125986321852
2022-09-19,7.552748683730189,7.6768365464883
2022-09-20,7.616374019036397,7.710318974264019
2022-09-21,7.763093406722101,7.774686363457843
2022-09-22,7.854144031047839,7.823276564030235
2022-09-23,7.858980083785707,7.843305959874464
2022-09-26,7.85668959558441,7.860029717760587
2022-09-27,7.830173439976685,7.867160941176485
2022-09-28,7.788329843753792,7.867105887412989
2022-09-29,7.664477558920508,7.835711083408587
2022-09-30,7.57003632295566,7.8099899984655705
2022-10-10,7.4993482697240665,7.789034594896503
2022-10-11,7.476500695357851,7.782299336040413
2022-10-12,7.44776151819768,7.772330340226866
2022-10-13,7.379539547613525,7.747038376833192
2022-10-14,7.411679480558345,7.754910057004996
2022-10-17,7.5338468226691075,7.795625369676329
2022-10-18,7.628103111130127,7.830171863073321
2022-10-19,7.821468434690008,7.9027049606445745
2022-10-20,7.9021011060422905,7.9410594064395115
2022-10-21,7.948949155779263,7.969467788107452
2022-10-24,7.926718655398151,7.974222344794814
2022-10-25,7.917620956397756,7.982277631666497
2022-10-26,7.85459430523056,7.970257030503815
2022-10-27,7.796065964431739,7.9572055011382385
2022-10-28,7.730685023646928,7.939312140287358
2022-10-31,7.597883981202701,7.8948928880210145
2022-11-01,7.479850620097993,7.8510544067817705
2022-11-02,7.4781965479002785,7.844549174096757
2022-11-03,7.4425731777075885,7.8258383674122864
2022-11-04,7.544635922944796,7.854863986456015
2022-11-07,7.607280157273261,7.873186674965928
2022-11-08,7.559628111838982,7.854237073246806
2022-11-09,7.50230180605864,7.830152012274686
2022-11-10,7.43857390671411,7.801836853636406
2022-11-11,7.402111169094536,7.781118655669623
2022-11-14,7.342039756493529,7.750867507659667
2022-11-15,7.301645337049226,7.725748529897426
2022-11-16,7.30366582056943,7.7145520354846475
2022-11-17,7.333132331382392,7.713382133524737
2022-11-18,7.29364226579951,7.6888602422975
2022-11-21,7.265545933058878,7.667286433017414
2022-11-22,7.279956454937329,7.660135781086199
2022-11-23,7.271072946044747,7.645426841957766
2022-11-24,7.233042926783067,7.620308990715112
2022-11-25,7.177212975171733,7.5878777958377865
2022-11-28,7.117023713420306,7.55237000208575
2022-11-29,7.02959419336147,7.505562125155038
2022-11-30,6.929729264756741,7.451888255739174
2022-12-01,6.821134806059839,7.392343431106125
2022-12-02,6.6634768949173875,7.312395861024945
2022-12-05,6.559965753189281,7.247244806228737
2022-12-06,6.461536308344376,7.18135397017109
2022-12-07,6.3712433949149245,7.116067376191686
2022-12-08,6.288067169682064,7.051373233986077
2022-12-09,6.2256207161950075,6.99241978008829
2022-12-12,6.1847008690893235,6.940233095826384
2022-12-13,6.187714773212886,6.90352716185729
2022-12-14,6.148660714926615,6.853178474731827
2022-12-15,6.115070787713349,6.804697826039899
2022-12-16,6.084353674618468,6.757361107576917
2022-12-19,6.016176140546526,6.696934189705391
2022-12-20,5.979267309793336,6.646642913739359
2022-12-21,5.933006182489311,6.593106094794797
2022-12-22,5.855109829458222,6.528109026499931
2022-12-23,5.762726557888934,6.4567391713963485
2022-12-26,5.708755430296941,6.397382702086712
2022-12-27,5.662500104260893,6.340438493412916
2022-12-28,5.630145970210878,6.2883813731852545
2022-12-29,5.586154073900449,6.232599497075276
2022-12-30,5.548454094617759,6.179090464899209
2023-01-03,5.55969330346238,6.1432341620600575
2023-01-04,5.553114122462512,6.102893198117212
2023-01-05,5.551056206746407,6.06538756299829
2023-01-06,5.572763389511714,6.037680315994537
2023-01-09,5.589419261212913,6.010268424544916
2023-01-10,5.590723326154594,5.979270878768429
2023-01-11,5.625888573636063,5.961635957950629
2023-01-12,5.682829843582245,5.954134290872274
2023-01-13,5.732953378902525,5.947241025550251
2023-01-16,5.7879256753537955,5.9447942583671916
2023-01-17,5.819701857479633,5.93689950598942
2023-01-18,5.893063295841331,5.945749484207377
2023-01-19,5.958530928642254,5.955043699805302
2023-01-20,6.022475807840813,5.966689222432862
2023-01-30,6.065002334279172,5.973470009150628
2023-01-31,6.123442394839559,5.987872061966523
2023-02-01,6.202723783236252,6.012097285724723
2023-02-02,6.278029193844554,6.037918198049204
2023-02-03,6.378784605305367,6.075566927694278
2023-02-06,6.468620353868025,6.112845336773483
2023-02-07,6.55976825367675,6.153628664012833
2023-02-08,6.682728160289544,6.208697797972555
2023-02-09,6.794786241119613,6.263796122111739
2023-02-10,6.926291506913666,6.329225329808609
2023-02-13,6.985448502206177,6.372859345039345
2023-02-14,7.067475443910876,6.426059713122665
2023-02-15,7.107434228898978,6.466416134097013
2023-02-16,7.107514465781311,6.493251672090917
2023-02-17,7.118668451385386,6.523340761332631
2023-02-20,7.143049211016972,6.55780643093894
2023-02-21,7.1643400440848515,6.591266191803171
2023-02-22,7.1793709523868126,6.6224697292396595
2023-02-23,7.169095836938878,6.644423406987432
2023-02-24,7.196974068175931,6.678855833381425
2023-02-27,7.21419888723233,6.709671166072627
2023-02-28,7.207762071201561,6.731877424721857
2023-03-01,7.30618669960992,6.790391930676998
2023-03-02,7.384160722414856,6.844089169996303
2023-03-03,7.460741174439627,6.898994768865027
2023-03-06,7.501563347870883,6.942781495709038
2023-03-07,7.493424008227345,6.969529808033995
2023-03-08,7.492172312888961,6.997477337185041
2023-03-09,7.614846799807981,7.06848390521139
2023-03-10,7.706243857809192,7.131418580749923
2023-03-13,7.774201595920759,7.187949064820504
2023-03-14,7.7547819520989725,7.214509349365091
2023-03-15,7.816211386955978,7.268021392660509
2023-03-16,7.760409075018461,7.280728551257849
2023-03-17,7.7035694584435905,7.290089127681475
2023-03-20,7.6333350379961935,7.291750995464308
2023-03-21,7.595312439507542,7.301570387501443
2023-03-22,7.5452729660099624,7.304960611132527
2023-03-23,7.481405977808903,7.300945971523626
2023-03-24,7.403987368621107,7.289245153365956
2023-03-27,7.340486082019567,7.279267317133677
2023-03-28,7.278250461177767,7.267063630707153
2023-03-29,7.209996354673002,7.250167826629336
2023-03-30,7.183874545450981,7.24558439064401
2023-03-31,7.150574156990768,7.237237903617001
2023-04-03,7.020452304695756,7.193066155980483
2023-04-04,6.890620563432078,7.144494772442013
2023-04-06,6.815718656742925,7.111101876664756
2023-04-07,6.7828332532468805,7.090224403483543
2023-04-10,6.771670070310238,7.076100409461039
2023-04-11,6.746553087722099,7.056796452237125
2023-04-12,6.747520337007346,7.046115382388862
2023-04-13,6.769105587900644,7.042996525718245
2023-04-14,6.8156267970182824,7.049653680737517
2023-04-17,6.8943833714023945,7.0694803246233375
2023-04-18,6.9644368631644245,7.088931715665544
2023-04-19,7.015937006188086,7.104151969725007
2023-04-20,7.0422585563168605,7.112118940029249
2023-04-21,7.028682695480625,7.106734513227033
2023-04-24,6.986198304224834,7.090585594186068
2023-04-25,6.935219486854676,7.070005983984957
2023-04-26,6.886094246450945,7.048442520656278
2023-04-27,6.8314035689644355,7.023369640804153
2023-04-28,6.786530669081245,7.000125305053424
2023-05-04,6.693956429774767,6.958632686410989
2023-05-05,6.576779273065611,6.905595777988532
2023-05-08,6.483971856593349,6.857715138017953
2023-05-09,6.403247673434934,6.811527723804124
2023-05-10,6.300403181793376,6.755353442757751
2023-05-11,6.225826142768942,6.7064622613297855
2023-05-12,6.141232909982329,6.652257463803297
2023-05-15,6.098912981012041,6.611070704855455
2023-05-16,6.054937592616752,6.568733862416093
2023-05-17,6.013180527806852,6.526602853552596
2023-05-18,5.966089773821362,6.482097491212351
2023-05-19,5.918053217621707,6.436633487914516
2023-05-22,5.910947980300703,6.405102520585461
2023-05-23,5.87918203337534,6.3655487158677015
2023-05-24,5.844297146813985,6.32482068870135
2023-05-25,5.79946578029266,6.280404256204474
2023-05-26,5.756966944838307,6.236358242082884
2023-05-29,5.736445522211607,6.199768720952651
2023-05-30,5.71849990847672,6.164475198260326
2023-05-31,5.688222434117989,6.125261370449245
"
1620,CN,technical,"中国船舶2020年09月12日至2020年11月16日, 对于三指数移动平均的30日线和10日线，有多少次金叉？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",9.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2019-12-17,22.68
2019-12-18,22.35
2019-12-19,21.82
2019-12-20,21.55
2019-12-23,21.27
2019-12-24,21.65
2019-12-25,21.83
2019-12-26,21.71
2019-12-27,21.42
2019-12-30,21.39
2019-12-31,21.76
2020-01-02,22.11
2020-01-03,22.12
2020-01-06,22.52
2020-01-07,22.6
2020-01-08,24.1
2020-01-09,23.41
2020-01-13,23.01
2020-01-14,22.65
2020-01-15,22.17
2020-01-16,22.4
2020-01-17,22.09
2020-01-20,22.28
2020-01-21,21.79
2020-01-22,21.93
2020-01-23,21.41
2020-02-03,19.27
2020-02-04,18.18
2020-02-05,18.76
2020-02-06,19.02
2020-02-07,19.05
2020-02-10,19.32
2020-02-11,19.33
2020-02-12,19.39
2020-02-13,19.03
2020-02-14,19.04
2020-02-17,20.09
2020-02-18,20.41
2020-02-19,20.08
2020-02-20,20.27
2020-02-21,20.48
2020-02-24,20.43
2020-02-25,19.9
2020-02-26,21.89
2020-02-27,20.66
2020-02-28,19.25
2020-03-02,19.8
2020-03-03,19.88
2020-03-04,19.83
2020-03-05,20.23
2020-03-06,19.89
2020-03-09,19.13
2020-03-10,19.37
2020-03-11,19.39
2020-03-12,18.87
2020-03-13,18.49
2020-03-16,17.88
2020-03-17,17.75
2020-03-18,17.5
2020-03-19,17.75
2020-03-20,18.23
2020-03-23,17.6
2020-03-24,17.86
2020-03-25,18.13
2020-03-26,17.9
2020-03-27,17.92
2020-03-30,18.6
2020-03-31,18.43
2020-04-01,18.15
2020-04-02,18.48
2020-04-03,18.35
2020-04-07,18.7
2020-04-08,19.03
2020-04-09,19.06
2020-04-10,18.77
2020-04-13,18.66
2020-04-14,18.74
2020-04-15,18.57
2020-04-16,18.73
2020-04-17,18.54
2020-04-20,18.66
2020-04-21,18.8
2020-04-22,19.45
2020-04-23,19.8
2020-04-24,19.24
2020-04-27,18.72
2020-04-28,18.24
2020-04-29,18.28
2020-04-30,18.69
2020-05-06,18.79
2020-05-07,18.7
2020-05-08,18.88
2020-05-11,19.15
2020-05-12,19.24
2020-05-13,18.77
2020-05-14,18.8
2020-05-15,18.82
2020-05-18,19.28
2020-05-19,19.05
2020-05-20,18.61
2020-05-21,18.35
2020-05-22,18.13
2020-05-25,18.17
2020-05-26,18.29
2020-05-27,18.29
2020-05-28,18.04
2020-05-29,18.04
2020-06-01,18.35
2020-06-02,18.47
2020-06-03,18.31
2020-06-04,18.2
2020-06-05,18.13
2020-06-08,18.03
2020-06-09,17.99
2020-06-10,17.87
2020-06-11,17.78
2020-06-12,18.01
2020-06-15,17.94
2020-06-16,17.96
2020-06-17,18.11
2020-06-18,17.9
2020-06-19,17.88
2020-06-22,17.95
2020-06-23,17.69
2020-06-24,17.52
2020-06-29,17.37
2020-06-30,17.44
2020-07-01,17.6
2020-07-02,17.9
2020-07-03,18.03
2020-07-06,18.85
2020-07-07,18.83
2020-07-08,20.71
2020-07-09,21.98
2020-07-10,20.6
2020-07-13,21.19
2020-07-14,21.59
2020-07-15,20.58
2020-07-16,19.58
2020-07-17,19.95
2020-07-20,21.4
2020-07-21,20.72
2020-07-22,20.81
2020-07-23,21.72
2020-07-24,22.28
2020-07-27,21.13
2020-07-28,21.27
2020-07-29,21.28
2020-07-30,21.08
2020-07-31,20.71
2020-08-03,21.66
2020-08-04,21.11
2020-08-05,21.22
2020-08-06,21.8
2020-08-07,22.35
2020-08-10,22.16
2020-08-11,23.59
2020-08-12,22.35
2020-08-13,22.39
2020-08-14,23.19
2020-08-17,23.49
2020-08-18,23.12
2020-08-19,22.8
2020-08-20,22.09
2020-08-21,21.87
2020-08-24,21.91
2020-08-25,21.09
2020-08-26,20.72
2020-08-27,20.77
2020-08-28,21.11
2020-08-31,20.89
2020-09-01,21.05
2020-09-02,20.57
2020-09-03,20.2
2020-09-04,20.3
2020-09-07,19.67
2020-09-08,19.85
2020-09-09,20.1
2020-09-10,19.35
2020-09-11,19.17
2020-09-14,19.11
2020-09-15,19.26
2020-09-16,18.91
2020-09-17,18.8
2020-09-18,19.09
2020-09-21,19.41
2020-09-22,19.02
2020-09-23,18.96
2020-09-24,18.33
2020-09-25,18.39
2020-09-28,18.12
2020-09-29,18.45
2020-09-30,18.46
2020-10-09,18.83
2020-10-12,19.26
2020-10-13,19.27
2020-10-14,19.06
2020-10-15,18.79
2020-10-16,18.77
2020-10-19,18.65
2020-10-20,18.7
2020-10-21,18.32
2020-10-22,18.29
2020-10-23,18.3
2020-10-26,18.16
2020-10-27,18.38
2020-10-28,18.23
2020-10-29,18.06
2020-10-30,17.82
2020-11-02,17.15
2020-11-03,17.65
2020-11-04,17.79
2020-11-05,17.81
2020-11-06,18.07
2020-11-09,18.28
2020-11-10,18.14
2020-11-11,18.05
2020-11-12,17.8
2020-11-13,17.92
2020-11-16,18.24
","date,30日,10日
2020-04-29,18.704082450230405,18.5359462364607
2020-04-30,18.70652901357172,18.558259607794366
2020-05-06,18.727160609461308,18.623901639395392
2020-05-07,18.729192380766538,18.63133247982741
2020-05-08,18.763848502666963,18.72092064881617
2020-05-11,18.843300936179883,18.9050490880714
2020-05-12,18.92914676938055,19.068501768773714
2020-05-13,18.91881504339253,18.961976122581397
2020-05-14,18.914877633911225,18.9008952289597
2020-05-15,18.914736460943846,18.867513393529144
2020-05-18,18.997703568270072,19.052677613082103
2020-05-19,19.028172603337133,19.070779175768184
2020-05-20,18.974477030246014,18.880650316565692
2020-05-21,18.87980361751907,18.634480711742018
2020-05-22,18.75671816005084,18.372793544865566
2020-05-25,18.656191976134473,18.222376896593374
2020-05-26,18.590189504356697,18.185367854699354
2020-05-27,18.53283307263353,18.170510767029057
2020-05-28,18.43784260700763,18.056726640036928
2020-05-29,18.355415580408724,17.989860119314635
2020-06-01,18.34038643945499,18.095030090267777
2020-06-02,18.349967896187277,18.227874475254467
2020-06-03,18.330276657313423,18.249570628362875
2020-06-04,18.294005112127042,18.21753246154132
2020-06-05,18.250506670848967,18.167255262736326
2020-06-08,18.195302836094598,18.091476830755944
2020-06-09,18.14081624147956,18.026388169232977
2020-06-10,18.07254304915076,17.932938893169254
2020-06-11,17.997750558390717,17.83483275525566
2020-06-12,17.975406288663986,17.879286194853258
2020-06-15,17.944625611045463,17.88308977979534
2020-06-16,17.922788082843557,17.899245221885778
2020-06-17,17.932354882341276,17.98166400793083
2020-06-18,17.904078559036318,17.944212085109033
2020-06-19,17.877101212623373,17.911737607518297
2020-06-22,17.867591150727275,17.923591977496162
2020-06-23,17.81351442288882,17.815695699194634
2020-06-24,17.736778059054885,17.668905491587125
2020-06-29,17.64394482229821,17.506940787875706
2020-06-30,17.57706943992689,17.436388684966523
2020-07-01,17.549363511122408,17.468881450909755
2020-07-02,17.581367300206107,17.633034244604097
2020-07-03,17.63471565718815,17.80585282507919
2020-07-06,17.8316779554991,18.29311436620597
2020-07-07,18.0016142531128,18.605020283452017
2020-07-08,18.49190477290832,19.652662114689647
2020-07-09,19.15105100287008,20.906272189322305
2020-07-10,19.475969360298368,21.08200240164317
2020-07-13,19.864413538499853,21.419900049375247
2020-07-14,20.273176262808867,21.781272327372452
2020-07-15,20.443146871413816,21.519987687711197
2020-07-16,20.405375020163742,20.851289241683304
2020-07-17,20.434232450424172,20.542571292247832
2020-07-20,20.717420196618384,20.97508286483518
2020-07-21,20.83671441376327,20.94142187259596
2020-07-22,20.951875109489002,20.943037740131654
2020-07-23,21.212003592048134,21.34175735539141
2020-07-24,21.535249713644298,21.846504842835675
2020-07-27,21.603123356353457,21.643327139848882
2020-07-28,21.681166265242656,21.5502655394943
2020-07-29,21.744591525418436,21.47734493098348
2020-07-30,21.75720728073376,21.326515091964367
2020-07-31,21.694678130501103,21.050357162449387
2020-08-03,21.80604693102637,21.292356471516374
2020-08-04,21.797768235750908,21.203631404401854
2020-08-05,21.80455725537414,21.191514140678542
2020-08-06,21.909983217350295,21.444746672701815
2020-08-07,22.096361979797837,21.860358659272755
2020-08-10,22.21924358254705,22.04486678607572
2020-08-11,22.580141632306354,22.80356229772572
2020-08-12,22.664792570097518,22.732359556798915
2020-08-13,22.739476575318257,22.68138582816709
2020-08-14,22.943303380816882,22.991410458557823
2020-08-17,23.169381033422813,23.31690741271537
2020-08-18,23.293153198381628,23.34666163061598
2020-08-19,23.336290384503275,23.200847676425916
2020-08-20,23.238211980003754,22.76488980023774
2020-08-21,23.10575551422742,22.363700576265437
2020-08-24,22.990922556262923,22.111973931433642
2020-08-25,22.73613366813859,21.57734925470287
2020-08-26,22.441169243582383,21.063509704349833
2020-08-27,22.18811401385539,20.76148808587926
2020-08-28,22.025194936065624,20.73737621601714
2020-08-31,21.84028694356341,20.646167557207935
2020-09-01,21.705608124598836,20.680321261149892
2020-09-02,21.499344602467676,20.50686021129704
2020-09-03,21.25090242676765,20.243102726114458
2020-09-04,21.051420105159224,20.13294775416772
2020-09-07,20.763025905033523,19.79606898572319
2020-09-08,20.544343776434342,19.675063799252243
2020-09-09,20.400003690735044,19.7312396289311
2020-09-10,20.139827047863065,19.451276200532565
2020-09-11,19.882111096998543,19.203439014772304
2020-09-14,19.648906703554115,19.033183821734315
2020-09-15,19.475773535793834,19.010472884528813
2020-09-16,19.264957388027753,18.858979413996106
2020-09-17,19.065051941149147,18.728506935555302
2020-09-18,18.94761391756967,18.792678375408766
2020-09-21,18.90803648987137,18.998495271618527
2020-09-22,18.80788866659343,18.973190316250882
2020-09-23,18.71458580112032,18.93905141835335
2020-09-24,18.52399250597383,18.640139986049352
2020-09-25,18.373565132874976,18.477572226680415
2020-09-28,18.19870052358328,18.259295842099608
2020-09-29,18.111469845452433,18.27653719312746
2020-09-30,18.043033645846396,18.306340629049718
2020-10-09,18.056311975951843,18.505047022363897
2020-10-12,18.151837900424972,18.840282294818095
2020-10-13,18.242833417953655,19.071114864740228
2020-10-14,18.289535384861274,19.127210344373292
2020-10-15,18.286235082983193,19.036868485754553
2020-10-16,18.284280143576655,18.962253064497325
2020-10-19,18.26520841596559,18.854626326325295
2020-10-20,18.26184702101142,18.803500295130327
2020-10-21,18.19413065924193,18.597026129182424
2020-10-22,18.133496325395523,18.44698021566247
2020-10-23,18.086321137977986,18.355450966502403
2020-10-26,18.023705680675956,18.236643305237827
2020-10-27,18.01284037325614,18.26341233806835
2020-10-28,17.980106707336514,18.220108420848142
2020-10-29,17.924509254902738,18.120139745133386
2020-10-30,17.83617009288331,17.95101001718672
2020-11-02,17.641237725729827,17.542550883700798
2020-11-03,17.565387777457428,17.507036690693198
2020-11-04,17.528652346772766,17.56049335754438
2020-11-05,17.504361364545563,17.617327061677262
2020-11-06,17.534388812454523,17.782508274454422
2020-11-09,17.60271062143343,17.994409432328418
2020-11-10,17.640792321760987,18.07514832889782
2020-11-11,17.66118984116851,18.087814958657102
2020-11-12,17.636882230701328,17.981656245647102
2020-11-13,17.640414741041326,17.964135763940753
2020-11-16,17.704471967394774,18.097341473358963
"
1621,CN,technical,海螺水泥从2025年06月06日到2025年07月27日，三指数移动平均的30日线与5日线发生金叉多少次？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,8.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2024-09-02,20.86
2024-09-03,20.72
2024-09-04,20.54
2024-09-05,20.94
2024-09-06,20.79
2024-09-09,20.42
2024-09-10,19.81
2024-09-11,20.02
2024-09-12,20.16
2024-09-13,20.08
2024-09-18,20.23
2024-09-19,19.93
2024-09-20,19.87
2024-09-23,20.07
2024-09-24,20.91
2024-09-25,21.51
2024-09-26,23.09
2024-09-27,24.2
2024-09-30,26.14
2024-10-08,26.24
2024-10-09,24.09
2024-10-10,24.97
2024-10-11,24.87
2024-10-14,25.77
2024-10-15,25.47
2024-10-16,25.6
2024-10-17,24.98
2024-10-18,25.14
2024-10-21,25.12
2024-10-22,25.22
2024-10-23,25.48
2024-10-24,25.1
2024-10-25,25.45
2024-10-28,26.31
2024-10-29,26.18
2024-10-30,26.79
2024-10-31,26.75
2024-11-01,26.8
2024-11-04,26.58
2024-11-05,27.05
2024-11-06,26.82
2024-11-07,27.7
2024-11-08,27.12
2024-11-11,26.56
2024-11-12,26.36
2024-11-13,26.26
2024-11-14,26.15
2024-11-15,25.67
2024-11-18,26.36
2024-11-19,25.99
2024-11-20,26.07
2024-11-21,25.83
2024-11-22,25.31
2024-11-25,25.2
2024-11-26,25.11
2024-11-27,25.66
2024-11-28,25.67
2024-11-29,25.66
2024-12-02,25.64
2024-12-03,26.03
2024-12-04,25.86
2024-12-05,25.6
2024-12-06,25.85
2024-12-09,25.5
2024-12-10,25.73
2024-12-11,25.65
2024-12-12,26.1
2024-12-13,26.11
2024-12-16,24.77
2024-12-17,24.6
2024-12-18,24.56
2024-12-19,24.45
2024-12-20,24.13
2024-12-23,24.1
2024-12-24,24.41
2024-12-25,24.52
2024-12-26,23.9
2024-12-27,24.03
2024-12-30,23.99
2024-12-31,23.78
2025-01-02,23.35
2025-01-03,23.43
2025-01-06,23.58
2025-01-07,23.8
2025-01-08,23.75
2025-01-09,23.9
2025-01-10,23.73
2025-01-13,23.81
2025-01-14,23.92
2025-01-15,24.18
2025-01-16,24.52
2025-01-17,24.61
2025-01-20,24.56
2025-01-21,24.45
2025-01-22,24.39
2025-01-23,24.48
2025-01-24,24.44
2025-01-27,24.9
2025-02-05,23.73
2025-02-06,23.79
2025-02-07,23.96
2025-02-10,24.06
2025-02-11,24.02
2025-02-12,23.79
2025-02-13,24.1
2025-02-14,23.83
2025-02-17,23.48
2025-02-18,23.39
2025-02-19,23.29
2025-02-20,23.11
2025-02-21,22.67
2025-02-24,22.66
2025-02-25,22.49
2025-02-26,22.66
2025-02-27,23.06
2025-02-28,23.26
2025-03-03,23.31
2025-03-04,23.2
2025-03-05,24.01
2025-03-06,23.96
2025-03-07,24.09
2025-03-10,24.16
2025-03-11,24.2
2025-03-12,23.89
2025-03-13,24.18
2025-03-14,24.36
2025-03-17,25.25
2025-03-18,24.87
2025-03-19,24.84
2025-03-20,24.67
2025-03-21,24.92
2025-03-24,24.75
2025-03-25,24.29
2025-03-26,24.61
2025-03-27,24.76
2025-03-28,24.6
2025-03-31,24.29
2025-04-01,24.2
2025-04-02,24.07
2025-04-03,24.16
2025-04-07,23.65
2025-04-08,24.82
2025-04-09,25.5
2025-04-10,25.7
2025-04-11,25.58
2025-04-14,25.17
2025-04-15,25.38
2025-04-16,25.5
2025-04-17,25.32
2025-04-18,25.11
2025-04-21,24.88
2025-04-22,25.1
2025-04-23,24.88
2025-04-24,24.89
2025-04-25,24.57
2025-04-28,24.54
2025-04-29,24.43
2025-04-30,24.08
2025-05-06,24.02
2025-05-07,24.1
2025-05-08,23.93
2025-05-09,24.0
2025-05-12,23.76
2025-05-13,23.9
2025-05-14,24.06
2025-05-15,23.83
2025-05-16,23.53
2025-05-19,23.48
2025-05-20,23.46
2025-05-21,23.77
2025-05-22,23.76
2025-05-23,23.61
2025-05-26,23.1
2025-05-27,23.1
2025-05-28,23.1
2025-05-29,23.12
2025-05-30,23.23
2025-06-03,22.78
2025-06-04,23.03
2025-06-05,22.8
2025-06-06,22.92
2025-06-09,22.82
2025-06-10,22.72
2025-06-11,22.76
2025-06-12,22.54
2025-06-13,22.35
2025-06-16,22.17
2025-06-17,22.24
2025-06-18,22.05
2025-06-19,21.75
2025-06-20,21.69
2025-06-23,21.58
2025-06-24,21.97
2025-06-25,22.09
2025-06-26,22.14
2025-06-27,21.44
2025-06-30,21.47
2025-07-01,21.43
2025-07-02,22.13
2025-07-03,22.28
2025-07-04,22.16
2025-07-07,22.27
2025-07-08,22.38
2025-07-09,22.42
2025-07-10,22.65
2025-07-11,22.6
2025-07-14,23.17
2025-07-15,22.6
2025-07-16,22.33
2025-07-17,22.35
2025-07-18,22.45
2025-07-21,24.7
2025-07-22,27.17
2025-07-23,25.05
2025-07-24,25.24
2025-07-25,24.39
","date,30日,5日
2025-01-13,23.45775035136536,23.83081850445387
2025-01-14,23.46724631965858,23.91188095096211
2025-01-15,23.526288747570415,24.124688885791528
2025-01-16,23.642976745933776,24.447112356805086
2025-01-17,23.764429038089137,24.63334499950654
2025-01-20,23.86424673969636,24.654892452396368
2025-01-21,23.93386958028623,24.563358196355917
2025-01-22,23.98583141073063,24.464517567148206
2025-01-23,24.049304790321983,24.476377525050452
2025-01-24,24.09906208823394,24.449948870601332
2025-01-27,24.227274368830518,24.760140320290404
2025-02-05,24.128293094523034,24.067053264979172
2025-02-06,24.053445531012137,23.80612650900858
2025-02-07,24.019842478963795,23.833260611464304
2025-02-10,24.009728948474226,23.938220178318407
2025-02-11,23.99478874303458,23.970945173649906
2025-02-12,23.941151703914834,23.831525846272097
2025-02-13,23.95160477575716,23.996078921253467
2025-02-14,23.912974553466096,23.884107135966364
2025-02-17,23.81686778128035,23.590931516564257
2025-02-18,23.717727995542447,23.40818801369293
2025-02-19,23.614313085513125,23.274499082623535
2025-02-20,23.492845582316168,23.108356818564438
2025-02-21,23.30865091224714,22.746103901391677
2025-02-24,23.147846904539332,22.60536140251182
2025-02-25,22.978850433196065,22.453578882742747
2025-02-26,22.864655947174796,22.53441038477094
2025-02-27,22.840373233482897,22.873785637740255
2025-02-28,22.85856173175256,23.17164006104301
2025-03-03,22.886601083947685,23.32953938577193
2025-03-04,22.894068372712066,23.304680360594695
2025-03-05,23.05019589588296,23.847127484172905
2025-03-06,23.180154827584172,24.02787800926311
2025-03-07,23.3193886276798,24.165787627953314
2025-03-10,23.45543228388691,24.24392383145895
2025-03-11,23.582824353400767,24.2780206061692
2025-03-12,23.638789558444298,24.05141317867559
2025-03-13,23.740771891914832,24.142183721409715
2025-03-14,23.86284552340683,24.302637458265067
2025-03-17,24.13093727078771,24.990559785369236
2025-03-18,24.296012928348855,25.003064803099008
2025-03-19,24.433858400547575,24.95505358371018
2025-03-20,24.52212846923146,24.791001440434783
2025-03-21,24.64292461328945,24.88209878498904
2025-03-24,24.715808690888082,24.795841155682858
2025-03-25,24.693989650429888,24.42955102484251
2025-03-26,24.73073263591623,24.499713482104603
2025-03-27,24.78794498754802,24.648422977214125
2025-03-28,24.806804018171476,24.606724578242115
2025-03-31,24.76487195775671,24.372133626007503
2025-04-01,24.70973372495817,24.212611659459327
2025-04-02,24.635977318980085,24.064741322239662
2025-04-03,24.58604726446052,24.07996595068391
2025-04-07,24.44838291458379,23.743643222665856
2025-04-08,24.538863632538746,24.43688482878715
2025-04-09,24.740243884403085,25.228161197926156
2025-04-10,24.95129938757747,25.691925801222286
2025-04-11,25.112319093026695,25.76538032485036
2025-04-14,25.17655773578573,25.46209252893797
2025-04-15,25.26832030333215,25.4449893065858
2025-04-16,25.367739108170575,25.505819781950706
2025-04-17,25.41930832635286,25.393755311842693
2025-04-18,25.423470721090474,25.189007005258016
2025-04-21,25.382552568169817,24.938435011600077
2025-04-22,25.383932322840625,24.994121515994696
2025-04-23,25.342691185866375,24.87744286993241
2025-04-24,25.306003081316145,24.844852610864496
2025-04-25,25.213649737209,24.61766925174348
2025-04-28,25.12541740498633,24.511073650462418
2025-04-29,25.02659109236294,24.40484092404151
2025-04-30,24.875278889724477,24.129781944279376
2025-05-06,24.730995875144338,23.987501515899652
2025-05-07,24.61866988294487,24.005617009513177
2025-05-08,24.489332662958542,23.914871092428136
2025-05-09,24.388951924947236,23.940771806512664
2025-05-12,24.25799630076968,23.796713122236167
2025-05-13,24.169478504563415,23.843470085397097
2025-05-14,24.121988290304866,23.987106913446027
2025-05-15,24.03983030074763,23.89194648998814
2025-05-16,23.91477469882815,23.639519342906638
2025-05-19,23.797738691040788,23.50003059944271
2025-05-20,23.69342373291716,23.43757510908049
2025-05-21,23.660306868696992,23.642004039024506
2025-05-22,23.63158184969594,23.732435517628424
2025-05-23,23.581324359982837,23.665554571099875
2025-05-26,23.44697589122444,23.275122241369104
2025-05-27,23.331680739233253,23.110226689457914
2025-05-28,23.233299520001342,23.05452878186068
2025-05-29,23.15353168145324,23.061384123368335
2025-05-30,23.1065049673578,23.155685927058084
2025-06-03,22.986647289372424,22.888645995361586
2025-06-04,22.930095367378335,22.955676420828915
2025-06-05,22.842021704058443,22.8341021595633
2025-06-06,22.789900318316118,22.873567904795188
2025-06-09,22.72941117414399,22.82853335115897
2025-06-10,22.661623771624946,22.743895320980172
2025-06-11,22.61287843222233,22.7411737010951
2025-06-12,22.53367648480774,22.591533893078534
2025-06-13,22.433299694944026,22.399323687209613
2025-06-16,22.316307635607632,22.2002832802686
2025-06-17,22.230253406651887,22.178959834799485
2025-06-18,22.12424872364656,22.053267499525212
2025-06-19,21.98094123286523,21.802450265323245
2025-06-20,21.848679754571137,21.668754186034967
2025-06-23,21.717215726741482,21.554468758905664
2025-06-24,21.677289159469424,21.799843126156787
2025-06-25,21.668558680620464,22.005580999264527
2025-06-26,21.674325901800877,22.13121375888462
2025-06-27,21.55661813617531,21.68605081538896
2025-06-30,21.463206284290862,21.510285063158246
2025-07-01,21.378468260382263,21.416936078800752
2025-07-02,21.43556384329894,21.883062685357604
2025-07-03,21.516912029303697,22.197702469546286
2025-07-04,21.570181315179628,22.237820937519672
2025-07-07,21.640256965006593,22.314057155750266
2025-07-08,21.724737684262063,22.408116756154683
2025-07-09,21.808799223253725,22.461289434277823
2025-07-10,21.926607877511067,22.631106795386483
2025-07-11,22.02280683925317,22.65475116170764
2025-07-14,22.21214708272978,23.050260502685994
2025-07-15,22.27582925554351,22.803402951357807
2025-07-16,22.283552508785455,22.48601446556617
2025-07-17,22.294743252623235,22.358309589377033
2025-07-18,22.323399230166288,22.381089654697792
2025-07-21,22.757099377525414,23.983993031875425
2025-07-22,23.58451602349707,26.404180476561834
2025-07-23,23.922543767803965,25.87780421571871
2025-07-24,24.24972514408643,25.66010647213291
2025-07-25,24.37807041413351,24.892157094140646
"
1622,CN,technical,在2021年02月12日至2021年06月24日期间，中国建筑的三指数移动平均10日线和30日线共出现几次死叉？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2020-05-22,5.01
2020-05-25,5.01
2020-05-26,5.01
2020-05-27,5.01
2020-05-28,5.01
2020-05-29,5.0
2020-06-01,5.06
2020-06-02,5.12
2020-06-03,5.07
2020-06-04,5.04
2020-06-05,5.04
2020-06-08,5.06
2020-06-09,5.09
2020-06-10,5.04
2020-06-11,5.01
2020-06-12,5.01
2020-06-15,4.97
2020-06-16,5.03
2020-06-17,5.04
2020-06-18,5.08
2020-06-19,5.11
2020-06-22,5.0
2020-06-23,5.0
2020-06-24,4.84
2020-06-29,4.77
2020-06-30,4.77
2020-07-01,4.89
2020-07-02,4.98
2020-07-03,5.08
2020-07-06,5.48
2020-07-07,5.4
2020-07-08,5.46
2020-07-09,5.48
2020-07-10,5.27
2020-07-13,5.34
2020-07-14,5.28
2020-07-15,5.17
2020-07-16,5.05
2020-07-17,5.05
2020-07-20,5.22
2020-07-21,5.22
2020-07-22,5.18
2020-07-23,5.19
2020-07-24,5.06
2020-07-27,5.03
2020-07-28,5.03
2020-07-29,5.08
2020-07-30,5.04
2020-07-31,5.03
2020-08-03,5.08
2020-08-04,5.14
2020-08-05,5.07
2020-08-06,5.06
2020-08-07,5.11
2020-08-10,5.22
2020-08-11,5.14
2020-08-12,5.32
2020-08-13,5.29
2020-08-14,5.3
2020-08-17,5.35
2020-08-18,5.27
2020-08-19,5.23
2020-08-20,5.17
2020-08-21,5.18
2020-08-24,5.17
2020-08-25,5.15
2020-08-26,5.1
2020-08-27,5.1
2020-08-28,5.2
2020-08-31,5.14
2020-09-01,5.16
2020-09-02,5.1
2020-09-03,5.07
2020-09-04,5.05
2020-09-07,5.01
2020-09-08,5.11
2020-09-09,5.04
2020-09-10,5.03
2020-09-11,5.02
2020-09-14,5.03
2020-09-15,5.06
2020-09-16,5.08
2020-09-17,5.05
2020-09-18,5.24
2020-09-21,5.24
2020-09-22,5.18
2020-09-23,5.14
2020-09-24,5.07
2020-09-25,5.09
2020-09-28,5.08
2020-09-29,5.05
2020-09-30,5.08
2020-10-09,5.1
2020-10-12,5.15
2020-10-13,5.11
2020-10-14,5.11
2020-10-15,5.12
2020-10-16,5.12
2020-10-19,5.11
2020-10-20,5.07
2020-10-21,5.09
2020-10-22,5.05
2020-10-23,5.11
2020-10-26,5.22
2020-10-27,5.18
2020-10-28,5.15
2020-10-29,5.12
2020-10-30,5.11
2020-11-02,5.1
2020-11-03,5.16
2020-11-04,5.23
2020-11-05,5.27
2020-11-06,5.37
2020-11-09,5.31
2020-11-10,5.27
2020-11-11,5.37
2020-11-12,5.31
2020-11-13,5.25
2020-11-16,5.29
2020-11-17,5.32
2020-11-18,5.31
2020-11-19,5.31
2020-11-20,5.33
2020-11-23,5.42
2020-11-24,5.44
2020-11-25,5.37
2020-11-26,5.4
2020-11-27,5.5
2020-11-30,5.43
2020-12-01,5.51
2020-12-02,5.5
2020-12-03,5.38
2020-12-04,5.3
2020-12-07,5.21
2020-12-08,5.17
2020-12-09,5.15
2020-12-10,5.14
2020-12-11,5.1
2020-12-14,5.09
2020-12-15,5.08
2020-12-16,5.1
2020-12-17,5.12
2020-12-18,5.14
2020-12-21,5.07
2020-12-22,5.02
2020-12-23,5.0
2020-12-24,4.97
2020-12-25,5.0
2020-12-28,4.95
2020-12-29,4.95
2020-12-30,4.94
2020-12-31,4.97
2021-01-04,4.91
2021-01-05,4.88
2021-01-06,4.95
2021-01-07,4.92
2021-01-08,4.96
2021-01-11,4.87
2021-01-12,4.94
2021-01-13,5.09
2021-01-14,5.14
2021-01-15,5.03
2021-01-18,5.04
2021-01-19,5.06
2021-01-20,5.04
2021-01-21,5.02
2021-01-22,4.94
2021-01-25,4.9
2021-01-26,4.88
2021-01-27,4.89
2021-01-28,4.83
2021-01-29,4.81
2021-02-01,4.83
2021-02-02,4.82
2021-02-03,4.77
2021-02-04,4.69
2021-02-05,4.74
2021-02-08,4.77
2021-02-09,4.8
2021-02-10,4.8
2021-02-18,4.85
2021-02-19,4.98
2021-02-22,5.0
2021-02-23,4.95
2021-02-24,4.94
2021-02-25,5.13
2021-02-26,5.05
2021-03-01,5.06
2021-03-02,4.99
2021-03-03,5.02
2021-03-04,5.03
2021-03-05,5.03
2021-03-08,4.99
2021-03-09,5.01
2021-03-10,4.95
2021-03-11,4.99
2021-03-12,5.12
2021-03-15,5.18
2021-03-16,5.19
2021-03-17,5.16
2021-03-18,5.16
2021-03-19,5.05
2021-03-22,5.21
2021-03-23,5.15
2021-03-24,5.15
2021-03-25,5.17
2021-03-26,5.14
2021-03-29,5.16
2021-03-30,5.11
2021-03-31,5.19
2021-04-01,5.22
2021-04-02,5.2
2021-04-06,5.17
2021-04-07,5.2
2021-04-08,5.14
2021-04-09,5.14
2021-04-12,5.21
2021-04-13,5.18
2021-04-14,5.2
2021-04-15,5.19
2021-04-16,5.22
2021-04-19,5.25
2021-04-20,5.24
2021-04-21,5.17
2021-04-22,5.14
2021-04-23,5.09
2021-04-26,5.02
2021-04-27,4.98
2021-04-28,4.97
2021-04-29,5.0
2021-04-30,4.94
2021-05-06,4.97
2021-05-07,4.99
2021-05-10,5.0
2021-05-11,5.02
2021-05-12,5.03
2021-05-13,5.0
2021-05-14,5.02
2021-05-17,5.0
2021-05-18,4.99
2021-05-19,4.94
2021-05-20,4.95
2021-05-21,4.92
2021-05-24,4.86
2021-05-25,4.97
2021-05-26,4.97
2021-05-27,4.96
2021-05-28,4.9
2021-05-31,4.89
2021-06-01,4.91
2021-06-02,4.9
2021-06-03,4.88
2021-06-04,4.89
2021-06-07,4.87
2021-06-08,4.86
2021-06-09,4.89
2021-06-10,4.86
2021-06-11,4.92
2021-06-15,4.86
2021-06-16,4.88
2021-06-17,4.83
2021-06-18,4.83
2021-06-21,4.81
2021-06-22,4.79
2021-06-23,4.81
2021-06-24,4.87
","date,10日,30日
2020-09-24,5.144851171634656,5.108742860702065
2020-09-25,5.124382137613668,5.104322956670139
2020-09-28,5.105723618619078,5.098694886351038
2020-09-29,5.079610903312441,5.08839386334035
2020-09-30,5.076036188484833,5.0849013183965255
2020-10-09,5.0832327582262264,5.085568288307037
2020-10-12,5.1111142282643796,5.0953153300576295
2020-10-13,5.11178016709727,5.0966719653970305
2020-10-14,5.112076750190092,5.097922194108031
2020-10-15,5.116655618801479,5.100886913429145
2020-10-16,5.1195495831556865,5.103531139181877
2020-10-19,5.116748287003646,5.104072511350622
2020-10-20,5.096590957154052,5.0973280654990605
2020-10-21,5.092175906823465,5.095093994676943
2020-10-22,5.071360300785229,5.085936964365321
2020-10-23,5.084990767461702,5.08886708614952
2020-10-26,5.144293756102757,5.111446749487229
2020-10-27,5.165641652167549,5.123987231018495
2020-10-28,5.16546381446153,5.129509421309101
2020-10-29,5.150804127573905,5.128866961867157
2020-10-30,5.135736343469891,5.126451085538883
2020-11-02,5.120732022429403,5.122488318500252
2020-11-03,5.137734395329245,5.129874070174748
2020-11-04,5.180671200583316,5.14900063963774
2020-11-05,5.22689888650763,5.172928851918951
2020-11-06,5.3017828078559335,5.211885945147637
2020-11-09,5.322594301168804,5.2349058615335595
2020-11-10,5.315717073466288,5.247533171322063
2020-11-11,5.353833793326168,5.276415696781081
2020-11-12,5.349717889536634,5.290468070528185
2020-11-13,5.317361654479534,5.291499768241589
2020-11-16,5.311952999089399,5.299264353393552
2020-11-17,5.3206063764639255,5.311110375375359
2020-11-18,5.320726755414916,5.319263875992135
2020-11-19,5.319749963928348,5.325988298672653
2020-11-20,5.32724460058005,5.335084726903473
2020-11-23,5.372145951323832,5.358945071656082
2020-11-24,5.410092959675625,5.383005856700889
2020-11-25,5.4021404096127075,5.390877821362254
2020-11-26,5.4086766607865115,5.402693306472005
2020-11-27,5.456801730652364,5.430646909169776
2020-11-30,5.455596467593228,5.441865789703834
2020-12-01,5.489066806391196,5.465610198530364
2020-12-02,5.5050040272343415,5.483973358603742
2020-12-03,5.459295573528464,5.477650125212797
2020-12-04,5.390963618166256,5.45698542694602
2020-12-07,5.304154025816233,5.422015292886916
2020-12-08,5.228994683760691,5.383685686901488
2020-12-09,5.1719717494234345,5.346155036755891
2020-12-10,5.1324997749767585,5.3112485820094255
2020-12-11,5.091685501954748,5.273302222957065
2020-12-14,5.063825726298253,5.23823600421293
2020-12-15,5.044775084184377,5.2057874024610635
2020-12-16,5.045118530849092,5.181156143659365
2020-12-17,5.0581272687682715,5.163436255949458
2020-12-18,5.07905408751069,5.1518135861756775
2020-12-21,5.063897012373273,5.12923754827038
2020-12-22,5.0332792955969055,5.100738294418946
2020-12-23,5.0059933692236065,5.07255116551483
2020-12-24,4.976608341204437,5.042884617454112
2020-12-25,4.9731177920889165,5.022863152148577
2020-12-28,4.950706909751343,4.996823045634219
2020-12-29,4.938139065846727,4.974623261804965
2020-12-30,4.927606032147814,4.954012809213859
2020-12-31,4.936400091079894,4.942079722881557
2021-01-04,4.9171236308258175,4.921439437282268
2021-01-05,4.892449478502747,4.898637308953716
2021-01-06,4.909509126572726,4.89210731908609
2021-01-07,4.909054836474291,4.881695922174847
2021-01-08,4.928159222585357,4.880576232609319
2021-01-11,4.901190650309616,4.864003199754849
2021-01-12,4.915673349647345,4.862915930541212
2021-01-13,4.994027271438763,4.889882974033836
2021-01-14,5.068955834905183,4.923208223068979
2021-01-15,5.067896084126473,4.932983434191178
2021-01-18,5.069769677699842,4.9438332746547315
2021-01-19,5.078302109557623,4.957391850159198
2021-01-20,5.073279405530638,4.966019317316582
2021-01-21,5.0593271029784015,4.9702876043751605
2021-01-22,5.012583044563899,4.959830710860488
2021-01-25,4.962635722735407,4.943735590344485
2021-01-26,4.92047023751204,4.926353814793252
2021-01-27,4.897824206286382,4.9133148559290625
2021-01-28,4.857006896275011,4.891407188618984
2021-01-29,4.8224945378461594,4.869020482061029
2021-02-01,4.810716805246486,4.853507469419421
2021-02-02,4.8007076862975,4.838599911232873
2021-02-03,4.7736923432005405,4.816988473355448
2021-02-04,4.721768437856977,4.784097012730104
2021-02-05,4.712361950724703,4.764955614508899
2021-02-08,4.722540328188653,4.754263914680671
2021-02-09,4.745458263788834,4.75098021820674
2021-02-10,4.762730062079756,4.748732235472092
2021-02-18,4.79824272949402,4.756439287692872
2021-02-19,4.881503092126096,4.787333145413156
2021-02-22,4.9458287011980335,4.81849910278822
2021-02-23,4.964585688476382,4.83711003229691
2021-02-24,4.970396003087837,4.851906153783159
2021-02-25,5.058013012745282,4.899572537384186
2021-02-26,5.077673150476579,4.926952492528841
2021-03-01,5.091967006603967,4.952794111008254
2021-03-02,5.0665720252761615,4.962709427517431
2021-03-03,5.060320604524602,4.976771697574679
2021-03-04,5.058425499048077,4.990804418719932
2021-03-05,5.055259305726613,5.002961984533309
2021-03-08,5.03342938659036,5.006193198337854
2021-03-09,5.026670075574396,5.012475512916307
2021-03-10,4.9942136892713895,5.00691253826921
2021-03-11,4.990245705231887,5.009119371944976
2021-03-12,5.046417740543864,5.0344532999586935
2021-03-15,5.110745129790247,5.067301316087473
2021-03-16,5.156963814924889,5.097589122447124
2021-03-17,5.172214563701553,5.118310142592714
2021-03-18,5.1800555236182,5.136044102442001
2021-03-19,5.133282109666915,5.131180866625064
2021-03-22,5.172703722455888,5.155498888903329
2021-03-23,5.1705638308350075,5.165450172792204
2021-03-24,5.167631587648804,5.173679572856252
2021-03-25,5.1734607743779195,5.18402121730251
2021-03-26,5.162688316142848,5.187137247740391
2021-03-29,5.163625474321926,5.192995988900706
2021-03-30,5.140955266777915,5.188567136225469
2021-03-31,5.161585083522969,5.198723359862111
2021-04-01,5.188661164953316,5.212585737158482
2021-04-02,5.19709653428,5.2206105692026785
2021-04-06,5.188338549557325,5.221702649210464
2021-04-07,5.195339590176031,5.227613456649602
2021-04-08,5.172298175528544,5.221429966758062
2021-04-09,5.156524581170931,5.2155600636903765
2021-04-12,5.177667426548429,5.222689834149246
2021-04-13,5.178252927891908,5.223076941410587
2021-04-14,5.187538470272367,5.226635837519545
2021-04-15,5.1890290458892245,5.227540801383514
2021-04-16,5.20334631578908,5.233385873096508
2021-04-19,5.22615576172019,5.243560318036824
2021-04-20,5.236294775273405,5.250264537026292
2021-04-21,5.2106236994368,5.243045619532538
2021-04-22,5.179323247218811,5.230911599960373
2021-04-23,5.135770692143948,5.210889224629006
2021-04-26,5.07562470947245,5.180391596476651
2021-04-27,5.01876597518274,5.1462429690896
2021-04-28,4.978512717562055,5.114430709976933
2021-04-29,4.968031562597437,5.092006232556999
2021-04-30,4.9368707865294255,5.061549318220045
2021-05-06,4.932595239572821,5.040450504080771
2021-05-07,4.941734067937477,5.025791295175365
2021-05-10,4.954933830167951,5.01499526239891
2021-05-11,4.974872719166343,5.009419679697258
2021-05-12,4.994256334338039,5.006613091217969
2021-05-13,4.994641193195475,4.998979516093655
2021-05-14,5.004618939711724,4.996193725176993
2021-05-17,5.002725044597385,4.990402154018149
2021-05-18,4.997257494132026,4.983795927687407
2021-05-19,4.971302326198623,4.969230680986916
2021-05-20,4.958979696008629,4.958598126528361
2021-05-21,4.937923562850128,4.9441762006309045
2021-05-24,4.897628060254765,4.92101948288326
2021-05-25,4.921741087711666,4.921081280701422
2021-05-26,4.939154474688777,4.921531978719828
2021-05-27,4.9470432736894665,4.92049538804902
2021-05-28,4.925619622270614,4.909078198517251
2021-05-31,4.907239855322515,4.897646221575359
2021-06-01,4.904722692358322,4.891657095288808
2021-06-02,4.89931901374368,4.884999463642549
2021-06-03,4.887414963002947,4.8759453345285655
2021-06-04,4.884769198439506,4.870239449197865
2021-06-07,4.874759080551567,4.862027763364158
2021-06-08,4.8643391110160135,4.853439224439982
2021-06-09,4.871796843754605,4.851780259415245
2021-06-10,4.863982880933573,4.845303118676596
2021-06-11,4.886553208553412,4.850924025994974
2021-06-15,4.874953411499376,4.8453580264908105
2021-06-16,4.876513590612894,4.844493485853969
2021-06-17,4.855249226619031,4.835043658012776
2021-06-18,4.841442098151132,4.827145883470243
2021-06-21,4.82380808374446,4.816987274063838
2021-06-22,4.803788856078474,4.804858306672174
2021-06-23,4.800473684832158,4.798271415244248
2021-06-24,4.826488361456513,4.803795713528177
"
1623,CN,technical,2023年04月22日-2024年01月18日，浦发银行三指数移动平均线中30日均线和60日均线金叉的次数是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2021-11-01,8.72
2021-11-02,8.54
2021-11-03,8.53
2021-11-04,8.51
2021-11-05,8.53
2021-11-08,8.49
2021-11-09,8.54
2021-11-10,8.48
2021-11-11,8.62
2021-11-12,8.65
2021-11-15,8.75
2021-11-16,8.73
2021-11-17,8.65
2021-11-18,8.56
2021-11-19,8.65
2021-11-22,8.6
2021-11-23,8.63
2021-11-24,8.68
2021-11-25,8.64
2021-11-26,8.56
2021-11-29,8.59
2021-11-30,8.51
2021-12-01,8.56
2021-12-02,8.58
2021-12-03,8.59
2021-12-06,8.6
2021-12-07,8.68
2021-12-08,8.67
2021-12-09,8.75
2021-12-10,8.77
2021-12-13,8.65
2021-12-14,8.57
2021-12-15,8.55
2021-12-16,8.6
2021-12-17,8.56
2021-12-20,8.58
2021-12-21,8.61
2021-12-22,8.57
2021-12-23,8.58
2021-12-24,8.54
2021-12-27,8.56
2021-12-28,8.57
2021-12-29,8.54
2021-12-30,8.54
2021-12-31,8.53
2022-01-04,8.57
2022-01-05,8.64
2022-01-06,8.57
2022-01-07,8.71
2022-01-10,8.72
2022-01-11,8.73
2022-01-12,8.69
2022-01-13,8.72
2022-01-14,8.59
2022-01-17,8.57
2022-01-18,8.63
2022-01-19,8.64
2022-01-20,8.8
2022-01-21,8.76
2022-01-24,8.69
2022-01-25,8.56
2022-01-26,8.57
2022-01-27,8.45
2022-01-28,8.41
2022-02-07,8.52
2022-02-08,8.65
2022-02-09,8.64
2022-02-10,8.69
2022-02-11,8.74
2022-02-14,8.6
2022-02-15,8.55
2022-02-16,8.59
2022-02-17,8.56
2022-02-18,8.67
2022-02-21,8.6
2022-02-22,8.58
2022-02-23,8.54
2022-02-24,8.44
2022-02-25,8.43
2022-02-28,8.39
2022-03-01,8.44
2022-03-02,8.42
2022-03-03,8.46
2022-03-04,8.4
2022-03-07,8.29
2022-03-08,8.08
2022-03-09,7.9
2022-03-10,7.92
2022-03-11,8.01
2022-03-14,7.91
2022-03-15,7.63
2022-03-16,7.77
2022-03-17,7.74
2022-03-18,7.9
2022-03-21,7.76
2022-03-22,7.83
2022-03-23,7.8
2022-03-24,7.8
2022-03-25,7.8
2022-03-28,7.86
2022-03-29,7.82
2022-03-30,7.92
2022-03-31,8.0
2022-04-01,8.07
2022-04-06,8.17
2022-04-07,8.07
2022-04-08,8.11
2022-04-11,8.01
2022-04-12,8.11
2022-04-13,8.1
2022-04-14,8.11
2022-04-15,8.15
2022-04-18,8.03
2022-04-19,8.14
2022-04-20,8.11
2022-04-21,8.07
2022-04-22,8.09
2022-04-25,7.82
2022-04-26,7.87
2022-04-27,7.83
2022-04-28,7.99
2022-04-29,8.03
2022-05-05,7.99
2022-05-06,7.85
2022-05-09,7.82
2022-05-10,7.85
2022-05-11,7.86
2022-05-12,7.87
2022-05-13,8.05
2022-05-16,7.97
2022-05-17,8.02
2022-05-18,7.95
2022-05-19,7.91
2022-05-20,8.04
2022-05-23,7.95
2022-05-24,7.88
2022-05-25,7.88
2022-05-26,7.9
2022-05-27,8.0
2022-05-30,7.88
2022-05-31,7.94
2022-06-01,7.91
2022-06-02,7.89
2022-06-06,7.86
2022-06-07,7.88
2022-06-08,7.86
2022-06-09,7.95
2022-06-10,7.93
2022-06-13,7.77
2022-06-14,7.87
2022-06-15,8.03
2022-06-16,7.92
2022-06-17,7.97
2022-06-20,7.91
2022-06-21,7.97
2022-06-22,7.92
2022-06-23,7.97
2022-06-24,7.95
2022-06-27,7.97
2022-06-28,8.04
2022-06-29,8.05
2022-06-30,8.01
2022-07-01,7.99
2022-07-04,7.96
2022-07-05,7.98
2022-07-06,7.9
2022-07-07,7.87
2022-07-08,7.88
2022-07-11,7.87
2022-07-12,7.91
2022-07-13,7.85
2022-07-14,7.79
2022-07-15,7.67
2022-07-18,7.79
2022-07-19,7.81
2022-07-20,7.79
2022-07-21,7.33
2022-07-22,7.35
2022-07-25,7.35
2022-07-26,7.38
2022-07-27,7.34
2022-07-28,7.33
2022-07-29,7.26
2022-08-01,7.23
2022-08-02,7.14
2022-08-03,7.07
2022-08-04,7.09
2022-08-05,7.15
2022-08-08,7.12
2022-08-09,7.12
2022-08-10,7.09
2022-08-11,7.18
2022-08-12,7.24
2022-08-15,7.21
2022-08-16,7.19
2022-08-17,7.28
2022-08-18,7.21
2022-08-19,7.2
2022-08-22,7.23
2022-08-23,7.17
2022-08-24,7.15
2022-08-25,7.2
2022-08-26,7.22
2022-08-29,7.15
2022-08-30,7.19
2022-08-31,7.27
2022-09-01,7.23
2022-09-02,7.21
2022-09-05,7.26
2022-09-06,7.26
2022-09-07,7.22
2022-09-08,7.24
2022-09-09,7.31
2022-09-13,7.35
2022-09-14,7.28
2022-09-15,7.32
2022-09-16,7.14
2022-09-19,7.16
2022-09-20,7.11
2022-09-21,7.13
2022-09-22,7.12
2022-09-23,7.16
2022-09-26,7.06
2022-09-27,7.07
2022-09-28,7.08
2022-09-29,6.99
2022-09-30,7.04
2022-10-10,7.03
2022-10-11,7.01
2022-10-12,7.05
2022-10-13,7.0
2022-10-14,7.03
2022-10-17,7.02
2022-10-18,7.02
2022-10-19,6.97
2022-10-20,6.97
2022-10-21,6.92
2022-10-24,6.81
2022-10-25,6.84
2022-10-26,6.82
2022-10-27,6.82
2022-10-28,6.8
2022-10-31,6.64
2022-11-01,6.74
2022-11-02,6.71
2022-11-03,6.66
2022-11-04,6.79
2022-11-07,6.81
2022-11-08,6.79
2022-11-09,6.79
2022-11-10,6.78
2022-11-11,6.94
2022-11-14,7.03
2022-11-15,7.06
2022-11-16,7.03
2022-11-17,6.98
2022-11-18,6.91
2022-11-21,6.88
2022-11-22,7.02
2022-11-23,7.05
2022-11-24,7.03
2022-11-25,7.17
2022-11-28,7.07
2022-11-29,7.27
2022-11-30,7.22
2022-12-01,7.22
2022-12-02,7.23
2022-12-05,7.36
2022-12-06,7.36
2022-12-07,7.34
2022-12-08,7.38
2022-12-09,7.32
2022-12-12,7.26
2022-12-13,7.32
2022-12-14,7.32
2022-12-15,7.24
2022-12-16,7.35
2022-12-19,7.24
2022-12-20,7.14
2022-12-21,7.19
2022-12-22,7.24
2022-12-23,7.19
2022-12-26,7.1
2022-12-27,7.22
2022-12-28,7.3
2022-12-29,7.24
2022-12-30,7.28
2023-01-03,7.23
2023-01-04,7.31
2023-01-05,7.35
2023-01-06,7.34
2023-01-09,7.34
2023-01-10,7.28
2023-01-11,7.3
2023-01-12,7.27
2023-01-13,7.34
2023-01-16,7.33
2023-01-17,7.3
2023-01-18,7.31
2023-01-19,7.33
2023-01-20,7.36
2023-01-30,7.4
2023-01-31,7.37
2023-02-01,7.36
2023-02-02,7.36
2023-02-03,7.27
2023-02-06,7.25
2023-02-07,7.24
2023-02-08,7.23
2023-02-09,7.26
2023-02-10,7.24
2023-02-13,7.23
2023-02-14,7.24
2023-02-15,7.2
2023-02-16,7.19
2023-02-17,7.13
2023-02-20,7.26
2023-02-21,7.29
2023-02-22,7.24
2023-02-23,7.23
2023-02-24,7.18
2023-02-27,7.16
2023-02-28,7.18
2023-03-01,7.26
2023-03-02,7.27
2023-03-03,7.35
2023-03-06,7.33
2023-03-07,7.31
2023-03-08,7.31
2023-03-09,7.27
2023-03-10,7.15
2023-03-13,7.06
2023-03-14,7.02
2023-03-15,7.08
2023-03-16,7.12
2023-03-17,7.11
2023-03-20,7.13
2023-03-21,7.13
2023-03-22,7.18
2023-03-23,7.21
2023-03-24,7.21
2023-03-27,7.15
2023-03-28,7.18
2023-03-29,7.16
2023-03-30,7.19
2023-03-31,7.19
2023-04-03,7.19
2023-04-04,7.21
2023-04-06,7.18
2023-04-07,7.23
2023-04-10,7.21
2023-04-11,7.18
2023-04-12,7.21
2023-04-13,7.25
2023-04-14,7.27
2023-04-17,7.39
2023-04-18,7.54
2023-04-19,7.53
2023-04-20,7.68
2023-04-21,7.59
2023-04-24,7.49
2023-04-25,7.56
2023-04-26,7.46
2023-04-27,7.48
2023-04-28,7.6
2023-05-04,7.68
2023-05-05,7.76
2023-05-08,8.07
2023-05-09,7.96
2023-05-10,7.7
2023-05-11,7.67
2023-05-12,7.62
2023-05-15,7.69
2023-05-16,7.67
2023-05-17,7.61
2023-05-18,7.68
2023-05-19,7.54
2023-05-22,7.54
2023-05-23,7.45
2023-05-24,7.29
2023-05-25,7.31
2023-05-26,7.32
2023-05-29,7.41
2023-05-30,7.37
2023-05-31,7.35
2023-06-01,7.28
2023-06-02,7.35
2023-06-05,7.41
2023-06-06,7.38
2023-06-07,7.46
2023-06-08,7.57
2023-06-09,7.56
2023-06-12,7.43
2023-06-13,7.46
2023-06-14,7.4
2023-06-15,7.45
2023-06-16,7.43
2023-06-19,7.34
2023-06-20,7.29
2023-06-21,7.27
2023-06-26,7.16
2023-06-27,7.19
2023-06-28,7.21
2023-06-29,7.18
2023-06-30,7.24
2023-07-03,7.32
2023-07-04,7.28
2023-07-05,7.25
2023-07-06,7.21
2023-07-07,7.22
2023-07-10,7.22
2023-07-11,7.28
2023-07-12,7.25
2023-07-13,7.4
2023-07-14,7.44
2023-07-17,7.42
2023-07-18,7.39
2023-07-19,7.41
2023-07-20,7.42
2023-07-21,7.12
2023-07-24,7.13
2023-07-25,7.27
2023-07-26,7.29
2023-07-27,7.37
2023-07-28,7.5
2023-07-31,7.6
2023-08-01,7.6
2023-08-02,7.48
2023-08-03,7.56
2023-08-04,7.58
2023-08-07,7.52
2023-08-08,7.52
2023-08-09,7.55
2023-08-10,7.42
2023-08-11,7.23
2023-08-14,7.1
2023-08-15,7.17
2023-08-16,7.14
2023-08-17,7.1
2023-08-18,7.07
2023-08-21,6.96
2023-08-22,7.01
2023-08-23,7.02
2023-08-24,6.99
2023-08-25,7.05
2023-08-28,7.15
2023-08-29,7.07
2023-08-30,7.03
2023-08-31,6.98
2023-09-01,7.01
2023-09-04,7.11
2023-09-05,7.04
2023-09-06,7.09
2023-09-07,7.04
2023-09-08,7.0
2023-09-11,7.04
2023-09-12,7.06
2023-09-13,7.05
2023-09-14,7.11
2023-09-15,7.12
2023-09-18,7.07
2023-09-19,7.13
2023-09-20,7.13
2023-09-21,7.1
2023-09-22,7.18
2023-09-25,7.16
2023-09-26,7.15
2023-09-27,7.13
2023-09-28,7.1
2023-10-09,7.03
2023-10-10,7.01
2023-10-11,7.02
2023-10-12,7.14
2023-10-13,7.1
2023-10-16,7.07
2023-10-17,7.09
2023-10-18,7.05
2023-10-19,6.84
2023-10-20,6.87
2023-10-23,6.83
2023-10-24,6.82
2023-10-25,6.93
2023-10-26,6.96
2023-10-27,6.99
2023-10-30,6.8
2023-10-31,6.82
2023-11-01,6.86
2023-11-02,6.94
2023-11-03,6.89
2023-11-06,6.94
2023-11-07,6.91
2023-11-08,6.9
2023-11-09,6.93
2023-11-10,6.88
2023-11-13,6.88
2023-11-14,6.88
2023-11-15,6.96
2023-11-16,6.93
2023-11-17,6.86
2023-11-20,6.91
2023-11-21,6.96
2023-11-22,6.94
2023-11-23,6.93
2023-11-24,6.95
2023-11-27,6.9
2023-11-28,6.87
2023-11-29,6.82
2023-11-30,6.85
2023-12-01,6.85
2023-12-04,6.81
2023-12-05,6.71
2023-12-06,6.61
2023-12-07,6.61
2023-12-08,6.67
2023-12-11,6.72
2023-12-12,6.71
2023-12-13,6.71
2023-12-14,6.64
2023-12-15,6.57
2023-12-18,6.58
2023-12-19,6.56
2023-12-20,6.53
2023-12-21,6.57
2023-12-22,6.58
2023-12-25,6.58
2023-12-26,6.56
2023-12-27,6.6
2023-12-28,6.68
2023-12-29,6.62
2024-01-02,6.6
2024-01-03,6.64
2024-01-04,6.62
2024-01-05,6.68
2024-01-08,6.59
2024-01-09,6.61
2024-01-10,6.57
2024-01-11,6.53
2024-01-12,6.5
2024-01-15,6.51
2024-01-16,6.59
2024-01-17,6.53
2024-01-18,6.56
","date,30日,60日
2022-07-22,7.648163488169503,7.729001404405482
2022-07-25,7.5806174207883865,7.686865890997975
2022-07-26,7.527693032574035,7.650496568503483
2022-07-27,7.474997158714408,7.612882520617356
2022-07-28,7.428043723524912,7.576980193720715
2022-07-29,7.37532691717853,7.536989426688583
2022-08-01,7.324907506306504,7.497001733601836
2022-08-02,7.265707632490769,7.451328659351935
2022-08-03,7.20254423893029,7.402263906476886
2022-08-04,7.152338434277252,7.358617900930685
2022-08-05,7.120816030478356,7.323873074357241
2022-08-08,7.089370996050765,7.288909645995449
2022-08-09,7.063454692645442,7.2566132528518
2022-08-10,7.036949580115658,7.223972004136696
2022-08-11,7.031694501410966,7.2024428452689175
2022-08-12,7.039574407331416,7.188464121176482
2022-08-15,7.042564490763747,7.172987041702786
2022-08-16,7.043015456130522,7.1570614091022655
2022-08-17,7.061129097546429,7.151187026910527
2022-08-18,7.065607665182933,7.139486925029212
2022-08-19,7.06895216394609,7.128044381681081
2022-08-22,7.078497157334357,7.120648809753334
2022-08-23,7.077083736050634,7.108471485090201
2022-08-24,7.073277032656671,7.09562564454925
2022-08-25,7.080031210493952,7.088816227736279
2022-08-26,7.090540367867165,7.084796734667785
2022-08-29,7.0879521002776045,7.074816792627253
2022-08-30,7.0937987529338455,7.069725788668459
2022-08-31,7.114237982929065,7.073011752679731
2022-09-01,7.125617701628213,7.072705858608046
2022-09-02,7.132621315380577,7.070933697104571
2022-09-05,7.148433526341284,7.074444184189244
2022-09-06,7.1628290766327165,7.078129205803948
2022-09-07,7.168665720355735,7.078160098738803
2022-09-08,7.1778412804217595,7.080473611389541
2022-09-09,7.198962851063554,7.0896724663846955
2022-09-13,7.225038275888678,7.102445809841205
2022-09-14,7.235422934785579,7.108079258704387
2022-09-15,7.251959706324922,7.1174886068933265
2022-09-16,7.23393909835092,7.109480521136113
2022-09-19,7.221932517925539,7.104205363592292
2022-09-20,7.202522191414803,7.094822767247127
2022-09-21,7.18935334506354,7.08825801769647
2022-09-22,7.176234740132505,7.081473077263522
2022-09-23,7.172245928878496,7.079238665947611
2022-09-26,7.150867590161978,7.067933843666495
2022-09-27,7.134235334577233,7.05861059186211
2022-09-28,7.121789558862657,7.051141678202761
2022-09-29,7.094895138833945,7.035889649316336
2022-09-30,7.08077596187332,7.026681760306233
2022-10-10,7.066990967131855,7.017419764556387
2022-10-11,7.051701554966803,7.00715521723941
2022-10-12,7.0459928276309665,7.001663180114178
2022-10-13,7.0323551179383825,6.992069268223278
2022-10-14,7.0262893673276885,6.986250358421841
2022-10-17,7.01960133489788,6.9801548725663825
2022-10-18,7.014177687603837,6.974749930040514
2022-10-19,7.0007890336303245,6.965229907564768
2022-10-20,6.989500393105169,6.956617465423082
2022-10-21,6.9709941358794705,6.944095319430757
2022-10-24,6.935309194513453,6.922206230949129
2022-10-25,6.910025060037837,6.904883699386336
2022-10-26,6.884831094762413,6.887081562730778
2022-10-27,6.863382204828659,6.870739587335391
2022-10-28,6.841617360065775,6.853865150620058
2022-10-31,6.794217576010074,6.8231732349177365
2022-11-01,6.771590040220738,6.804308961215827
2022-11-02,6.747126817324134,6.784147141176036
2022-11-03,6.717458039728247,6.760874196930664
2022-11-04,6.7159086319737655,6.751829125750815
2022-11-07,6.7190253190521885,6.745628997452896
2022-11-08,6.718934985343367,6.738281133371054
2022-11-09,6.7196269230902725,6.731760096178026
2022-11-10,6.719156612953963,6.72505810930841
2022-11-11,6.7484633533994005,6.734362990388512
2022-11-14,6.791067787115052,6.751971990905348
2022-11-15,6.834309383747938,6.771622695025128
2022-11-16,6.867095181076234,6.787453344420328
2022-11-17,6.886987990772805,6.797788056309731
2022-11-18,6.891888862651629,6.801062564450067
2022-11-21,6.890879285309978,6.801528332501496
2022-11-22,6.915507733855775,6.815538397444257
2022-11-23,6.9425857149387795,6.831739564891492
2022-11-24,6.962666321044936,6.845215977794759
2022-11-25,7.005570296468928,6.871355220613539
2022-11-28,7.024844342607904,6.886480822667649
2022-11-29,7.0777590634305465,6.91983556150299
2022-11-30,7.1146911956103125,6.946429827900088
2022-12-01,7.1465948049800865,6.971433599928681
2022-12-02,7.17583347909465,6.99587984373913
2022-12-05,7.224434687472679,7.031204816882737
2022-12-06,7.266323645186728,7.064311191255556
2022-12-07,7.298615471567434,7.093412683058793
2022-12-08,7.333316439969127,7.124454501378992
2022-12-09,7.351932566924711,7.147772152221727
2022-12-12,7.356432484294829,7.1638440009595525
2022-12-13,7.370338810780513,7.184543577189068
2022-12-14,7.381603384696775,7.203848943327515
2022-12-15,7.376047686758881,7.2142223067520925
2022-12-16,7.390248285579085,7.2343120477940115
2022-12-19,7.3818641749960765,7.2425435327162875
2022-12-20,7.355551540776152,7.240623987926532
2022-12-21,7.340822409039364,7.2434822045835086
2022-12-22,7.3363093504014065,7.250810299897312
2022-12-23,7.322652455735094,7.252800000411624
2022-12-26,7.293786659654255,7.2459863155716695
2022-12-27,7.2897664892163485,7.250925421613545
2022-12-28,7.300296787462533,7.263053819425295
2022-12-29,7.298183005961843,7.268578762282747
2022-12-30,7.30314352815086,7.277438101128212
2023-01-03,7.297988381129841,7.2808474336832845
2023-01-04,7.307570579915498,7.291527398126085
2023-01-05,7.322806744646311,7.30519852056335
2023-01-06,7.33390837367289,7.316902213682373
2023-01-09,7.343187954489819,7.327709780130294
2023-01-10,7.339984336750421,7.33196258871124
2023-01-11,7.3403726724073675,7.337693625304166
2023-01-12,7.334858652403572,7.3400473396528
2023-01-13,7.342335521248492,7.348757723927989
2023-01-16,7.34668776650415,7.355799157127592
2023-01-17,7.344679387874695,7.359372390070876
2023-01-18,7.344370458466656,7.363506335521589
2023-01-19,7.347380077689502,7.369115957872292
2023-01-20,7.355118159115481,7.37705654020985
2023-01-30,7.368807929387475,7.388126936592922
2023-01-31,7.374999855263978,7.395458987738077
2023-02-01,7.378246285809132,7.4011932354232925
2023-02-02,7.380731433242047,7.406382369006327
2023-02-03,7.366238382636083,7.40249487737498
2023-02-06,7.349610739266673,7.396780251644656
2023-02-07,7.332981819411672,7.3903138557481025
2023-02-08,7.316406100479977,7.3831507919526755
2023-02-09,7.307182508850291,7.3791498544627006
2023-02-10,7.295367435609315,7.3733546073648535
2023-02-13,7.28313141582647,7.366838018159549
2023-02-14,7.274189830822802,7.361556345766835
2023-02-15,7.2590959735034675,7.352677434868347
2023-02-16,7.244091837103573,7.343295215911675
2023-02-17,7.220139929274915,7.328691689450698
2023-02-20,7.2228604581679745,7.327296051216063
2023-02-21,7.230814872034839,7.328746306622757
2023-02-22,7.228827052687418,7.325246625412913
2023-02-23,7.225382280616123,7.320925248846948
2023-02-24,7.213414453280816,7.312032422393494
2023-02-27,7.1994454992989105,7.301724020177826
2023-02-28,7.191008817004401,7.293906035615433
2023-03-01,7.198317895595554,7.2941354467199675
2023-03-02,7.206709676583311,7.295234836953815
2023-03-03,7.228717142754729,7.303810563980161
2023-03-06,7.24446394465993,7.309860933681635
2023-03-07,7.254681126417296,7.3135448219851105
2023-03-08,7.263651734662441,7.3169160338723085
2023-03-09,7.264253861426533,7.316186610527135
2023-03-10,7.243014919315432,7.304007631540036
2023-03-13,7.208130081304222,7.283978347019523
2023-03-14,7.170441853228025,7.2613758129353645
2023-03-15,7.148523542041973,7.2458986372986915
2023-03-16,7.136849507096375,7.235197515434101
2023-03-17,7.125108633629503,7.224215231581465
2023-03-20,7.11876968548201,7.215832746061913
2023-03-21,7.113544297291242,7.207985720248298
2023-03-22,7.118363905831107,7.205403746415541
2023-03-23,7.128336907455353,7.205847297071925
2023-03-24,7.137350190375856,7.206266681976149
2023-03-27,7.1346097856152415,7.200952751972682
2023-03-28,7.137886567822333,7.198842238420123
2023-03-29,7.137353593591154,7.1949723479023735
2023-03-30,7.1425416344418515,7.194216955871704
2023-03-31,7.147282646364808,7.193521391358864
2023-04-03,7.151612505592846,7.192882030531988
2023-04-04,7.159190932072538,7.194198858914468
2023-04-06,7.160524447653535,7.192586648054161
2023-04-07,7.170882633133618,7.195847842893668
2023-04-10,7.176425542156819,7.197005308306361
2023-04-11,7.175916809494392,7.195241266484312
2023-04-12,7.180982253102685,7.196454411693091
2023-04-13,7.1927301655477835,7.2014043958793375
2023-04-14,7.206675205793429,7.2079444375087505
2023-04-17,7.240641323342743,7.2254849513464725
2023-04-18,7.297506201790481,7.256163142320832
2023-04-19,7.345282897002009,7.283887729701811
2023-04-20,7.413991334430331,7.324056838611868
2023-04-21,7.457359639822999,7.35300408247785
2023-04-24,7.476611316903212,7.3704788873284315
2023-04-25,7.505524068284789,7.393385803924433
2023-04-26,7.5120255816783095,7.40518321461221
2023-04-27,7.520652622019158,7.417998209918555
2023-04-28,7.549277750016711,7.441275891480829
2023-05-04,7.588127059555398,7.470524376825919
2023-05-05,7.635863019187566,7.505342894903208
2023-05-08,7.732998985645515,7.567242159608651
2023-05-09,7.797052892774476,7.614473407391703
2023-05-10,7.804787845888639,7.633673163516082
2023-05-11,7.804894491274204,7.648520149425955
2023-05-12,7.794733474651772,7.6573844927490375
2023-05-15,7.797403227235047,7.672069080508456
2023-05-16,7.795033201778665,7.683629729544431
2023-05-17,7.78103981077024,7.688456872808429
2023-05-18,7.780507903641637,7.699356310354755
2023-05-19,7.753733085098645,7.6959499816900045
2023-05-22,7.729449743989614,7.692486940669616
2023-05-23,7.691125716586715,7.680412747680385
2023-05-24,7.627931629434286,7.653631033092375
2023-05-25,7.5757689865019096,7.630239252379646
2023-05-26,7.531615126157383,7.609088662913508
2023-05-29,7.509114518533764,7.597667719231765
2023-05-30,7.482085646695315,7.582991529408164
2023-05-31,7.454791116009066,7.567185927969985
2023-06-01,7.418271630482683,7.545578968247256
2023-06-02,7.3991489204994885,7.531884691913416
2023-06-05,7.393506941344841,7.5246559304290415
2023-06-06,7.383370384405809,7.514919996626481
2023-06-07,7.389262272084676,7.513315629012698
2023-06-08,7.4146206471454885,7.522179605156604
2023-06-09,7.4352092465713655,7.529415841220281
2023-06-12,7.429801361376756,7.523705442536165
2023-06-13,7.430634909260238,7.521112538726294
2023-06-14,7.420614860051344,7.512875707004376
2023-06-15,7.421052796111549,7.509833628566691
2023-06-16,7.417959312451773,7.5049951561308115
2023-06-19,7.3990828678350775,7.4918188174508815
2023-06-20,7.373672796168693,7.4746572865152885
2023-06-21,7.34803742065312,7.456634871177848
2023-06-26,7.305944288054557,7.429255299923585
2023-06-27,7.274913199811791,7.406462924979048
2023-06-28,7.251831490965804,7.387028370415763
2023-06-29,7.226694794053938,7.365991676053035
2023-06-30,7.216124778415267,7.352035875993737
2023-07-03,7.2219563846393,7.346619835019906
2023-07-04,7.220368550519489,7.337778803002206
2023-07-05,7.214076933042174,7.326690123440885
2023-07-06,7.201847503072879,7.312553639740534
2023-07-07,7.193493793562029,7.300332762751491
2023-07-10,7.1867261642934785,7.28896073600359
2023-07-11,7.192226615241596,7.284100473231255
2023-07-12,7.19212571796189,7.276771310938247
2023-07-13,7.219736801876487,7.284266532162177
2023-07-14,7.251599507725868,7.295160083429905
2023-07-17,7.276210925871691,7.303515204444394
2023-07-18,7.292578142477819,7.308536431189049
2023-07-19,7.310734651635289,7.31519200018683
2023-07-20,7.3285913877593325,7.322420095758211
2023-07-21,7.2899210890851425,7.300675415008937
2023-07-24,7.258017579237144,7.281334212789311
2023-07-25,7.2556930939789215,7.276627194241568
2023-07-26,7.257529086808719,7.274197332002386
2023-07-27,7.273876712478862,7.279609475429774
2023-07-28,7.311957527531868,7.297114310806253
2023-07-31,7.363539679414097,7.3230678471894075
2023-08-01,7.408684066213672,7.34739225377413
2023-08-02,7.426310359400034,7.3587542341557075
2023-08-03,7.456044194180088,7.377011525849672
2023-08-04,7.4854389075205665,7.39599885146263
2023-08-07,7.499962724885776,7.408042735643482
2023-08-08,7.512306808011723,7.419290937274499
2023-08-09,7.528160861047427,7.432642378708549
2023-08-10,7.518050539821107,7.432726192087435
2023-08-11,7.474345164590604,7.414684021343164
2023-08-14,7.412202495551818,7.3854022500545815
2023-08-15,7.37033702471125,7.364656984509012
2023-08-16,7.328221881092926,7.342398091687353
2023-08-17,7.284183268866725,7.3177863628406135
2023-08-18,7.240382070756336,7.291941211799763
2023-08-21,7.182388011138496,7.257345418994377
2023-08-22,7.1411062834944055,7.229810806505137
2023-08-23,7.107308846719402,7.2050953482545435
2023-08-24,7.072885307655934,7.179226888579589
2023-08-25,7.0542994943731285,7.160860844183828
2023-08-28,7.056870689839227,7.153333335827027
2023-08-29,7.045312382276631,7.138821149115829
2023-08-30,7.028628627735659,7.121586857474029
2023-08-31,7.0056572648982,7.100862775362592
2023-09-01,6.991714939968419,7.084498097182447
2023-09-04,6.998387530740899,7.07888353088304
2023-09-05,6.992256074536141,7.0671511670110485
2023-09-06,6.996651517330574,7.061118998378034
2023-09-07,6.992102062334318,7.050905204317071
2023-09-08,6.981512718689252,7.037733575838893
2023-09-11,6.980138603144345,7.0294133311444345
2023-09-12,6.98319261268567,7.0237321370254255
2023-09-13,6.9846550265917315,7.017665991945891
2023-09-14,6.9973881166915515,7.01790222983507
2023-09-15,7.010876751643187,7.019274266524862
2023-09-18,7.014091747419735,7.015994515838048
2023-09-19,7.028221413455191,7.018829025400961
2023-09-20,7.040982275507169,7.021669881375158
2023-09-21,7.047054054096096,7.0216562077088716
2023-09-22,7.067179135958137,7.029436649398721
2023-09-25,7.081422040360455,7.034985456406741
2023-09-26,7.092274582695197,7.039390538923334
2023-09-27,7.09830455303843,7.04176749505173
2023-09-28,7.098270584132652,7.041290156723633
2023-10-09,7.085661425200126,7.03433227293935
2023-10-10,7.071123068174757,7.026070135677284
2023-10-11,7.060363552352077,7.019445407952498
2023-10-12,7.072881188599031,7.024823523087439
2023-10-13,7.0767447727434485,7.026200433474259
2023-10-16,7.074818921458851,7.024780726958043
2023-10-17,7.0768831514406525,7.025500547015062
2023-10-18,7.0715519989553,7.02250910680161
2023-10-19,7.02892030238958,6.999864774386829
2023-10-20,6.997220180862711,6.981682326783538
2023-10-23,6.9624794653792454,6.961023207628742
2023-10-24,6.930590980870961,6.9409126252108475
2023-10-25,6.923028992079228,6.932746521857263
2023-10-26,6.92228271071941,6.928147105246514
2023-10-27,6.927493789066724,6.926885195131944
2023-10-30,6.898002405317872,6.907806384892508
2023-10-31,6.876236058167611,6.892049266099971
2023-11-01,6.8649045688174715,6.881311384030333
2023-11-02,6.869981072503654,6.879081190495858
2023-11-03,6.865831550150779,6.872438313665039
2023-11-06,6.871720530315113,6.871183660124186
2023-11-07,6.8718667961264845,6.867354856208293
2023-11-08,6.870588267021539,6.863019252846109
2023-11-09,6.8753001755323515,6.862015356430783
2023-11-10,6.870726761032066,6.8565126046399785
2023-11-13,6.8670778733538524,6.85155816945403
2023-11-14,6.864232942095032,6.847116498007005
2023-11-15,6.876590811182086,6.850767637009791
2023-11-16,6.8822791817545275,6.85151726866505
2023-11-17,6.874840577984021,6.845740461755213
2023-11-20,6.877663316265413,6.845276772877256
2023-11-21,6.889459156152848,6.849782013801011
2023-11-22,6.8963833899451705,6.8522687149577095
2023-11-23,6.900822655277115,6.853812851289305
2023-11-24,6.9085027364433484,6.857325526284325
2023-11-27,6.906301246886733,6.856012699685158
2023-11-28,6.8990637294004715,6.8520850074819615
2023-11-29,6.883796953454053,6.8438062773710495
2023-11-30,6.876031067441655,6.839071832050908
2023-12-01,6.869410346461716,6.834799182890944
2023-12-04,6.856547845208332,6.827151555459309
2023-12-05,6.827358798642444,6.810637233574568
2023-12-06,6.783925997807216,6.785833170771068
2023-12-07,6.746242575852844,6.762802006771623
2023-12-08,6.724559521765755,6.747152535869176
2023-12-11,6.715123645114672,6.737466438762105
2023-12-12,6.705545933460186,6.727653578889591
2023-12-13,6.697661554825181,6.718676517471725
2023-12-14,6.678567893029743,6.703821755341703
2023-12-15,6.649678843145795,6.683472476670989
2023-12-18,6.626764327548134,6.665604656761613
2023-12-19,6.60368185416593,6.647211894415403
2023-12-20,6.578673684542699,6.627384295540805
2023-12-21,6.564709377605753,6.612884861556945
2023-12-22,6.554992742291253,6.60052178124558
2023-12-25,6.5471825768311955,6.58920984606159
2023-12-26,6.5374087260825995,6.576980956603613
2023-12-27,6.536790925837697,6.569607525908108
2023-12-28,6.5514244607347845,6.570584802017783
2023-12-29,6.553973267984892,6.56604723505615
2024-01-02,6.553152145252556,6.560153464557308
2024-01-03,6.5602353520220476,6.558699726421056
2024-01-04,6.563324573621305,6.555686829964458
2024-01-05,6.577389738834577,6.558825520480125
2024-01-08,6.573817562974225,6.553438338231991
2024-01-09,6.5747240565998855,6.550539886289173
2024-01-10,6.568654945711121,6.544257379794976
2024-01-11,6.556470006062273,6.53480742966411
2024-01-12,6.5407520239118995,6.523346656152438
2024-01-15,6.52921323050592,6.513813965808332
2024-01-16,6.5340411364016004,6.51274930885659
2024-01-17,6.527795106064123,6.506281276864632
2024-01-18,6.528161106043218,6.503321472866678
"
1624,CN,technical,对于农业银行在2022年08月23日到2023年08月23日间三指数移动平均线，统计60日线与10日线的死叉次数。（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close
2021-03-03,3.28
2021-03-04,3.3
2021-03-05,3.35
2021-03-08,3.36
2021-03-09,3.33
2021-03-10,3.36
2021-03-11,3.38
2021-03-12,3.38
2021-03-15,3.42
2021-03-16,3.41
2021-03-17,3.4
2021-03-18,3.39
2021-03-19,3.34
2021-03-22,3.39
2021-03-23,3.39
2021-03-24,3.4
2021-03-25,3.34
2021-03-26,3.33
2021-03-29,3.38
2021-03-30,3.38
2021-03-31,3.4
2021-04-01,3.38
2021-04-02,3.35
2021-04-06,3.34
2021-04-07,3.35
2021-04-08,3.34
2021-04-09,3.36
2021-04-12,3.4
2021-04-13,3.39
2021-04-14,3.35
2021-04-15,3.35
2021-04-16,3.35
2021-04-19,3.35
2021-04-20,3.33
2021-04-21,3.33
2021-04-22,3.3
2021-04-23,3.26
2021-04-26,3.24
2021-04-27,3.23
2021-04-28,3.22
2021-04-29,3.23
2021-04-30,3.2
2021-05-06,3.21
2021-05-07,3.25
2021-05-10,3.24
2021-05-11,3.26
2021-05-12,3.27
2021-05-13,3.27
2021-05-14,3.29
2021-05-17,3.27
2021-05-18,3.25
2021-05-19,3.24
2021-05-20,3.25
2021-05-21,3.24
2021-05-24,3.24
2021-05-25,3.27
2021-05-26,3.28
2021-05-27,3.27
2021-05-28,3.28
2021-05-31,3.26
2021-06-01,3.25
2021-06-02,3.29
2021-06-03,3.29
2021-06-04,3.32
2021-06-07,3.32
2021-06-08,3.35
2021-06-09,3.35
2021-06-10,3.32
2021-06-11,3.32
2021-06-15,3.28
2021-06-16,3.27
2021-06-17,3.08
2021-06-18,3.05
2021-06-21,3.03
2021-06-22,3.04
2021-06-23,3.04
2021-06-24,3.06
2021-06-25,3.07
2021-06-28,3.05
2021-06-29,3.03
2021-06-30,3.03
2021-07-01,3.04
2021-07-02,3.03
2021-07-05,3.04
2021-07-06,3.05
2021-07-07,3.03
2021-07-08,3.02
2021-07-09,3.03
2021-07-12,3.02
2021-07-13,3.02
2021-07-14,2.99
2021-07-15,3.0
2021-07-16,2.99
2021-07-19,3.0
2021-07-20,3.0
2021-07-21,2.99
2021-07-22,3.0
2021-07-23,2.99
2021-07-26,2.98
2021-07-27,2.96
2021-07-28,2.97
2021-07-29,2.95
2021-07-30,2.93
2021-08-02,2.94
2021-08-03,2.92
2021-08-04,2.92
2021-08-05,2.9
2021-08-06,2.91
2021-08-09,2.92
2021-08-10,2.92
2021-08-11,2.95
2021-08-12,2.94
2021-08-13,2.93
2021-08-16,2.93
2021-08-17,2.93
2021-08-18,2.96
2021-08-19,2.94
2021-08-20,2.96
2021-08-23,2.95
2021-08-24,2.94
2021-08-25,2.93
2021-08-26,2.92
2021-08-27,2.93
2021-08-30,2.92
2021-08-31,2.96
2021-09-01,2.99
2021-09-02,2.98
2021-09-03,3.01
2021-09-06,3.01
2021-09-07,3.02
2021-09-08,3.04
2021-09-09,3.04
2021-09-10,3.04
2021-09-13,3.03
2021-09-14,2.99
2021-09-15,2.98
2021-09-16,2.97
2021-09-17,2.98
2021-09-22,2.95
2021-09-23,2.96
2021-09-24,2.94
2021-09-27,2.93
2021-09-28,2.95
2021-09-29,2.96
2021-09-30,2.94
2021-10-08,2.96
2021-10-11,2.99
2021-10-12,2.98
2021-10-13,2.96
2021-10-14,2.95
2021-10-15,2.95
2021-10-18,2.96
2021-10-19,2.95
2021-10-20,2.95
2021-10-21,2.97
2021-10-22,2.96
2021-10-25,2.96
2021-10-26,2.94
2021-10-27,2.94
2021-10-28,2.93
2021-10-29,2.94
2021-11-01,2.96
2021-11-02,2.93
2021-11-03,2.93
2021-11-04,2.92
2021-11-05,2.92
2021-11-08,2.92
2021-11-09,2.92
2021-11-10,2.91
2021-11-11,2.94
2021-11-12,2.93
2021-11-15,2.93
2021-11-16,2.93
2021-11-17,2.93
2021-11-18,2.93
2021-11-19,2.95
2021-11-22,2.94
2021-11-23,2.94
2021-11-24,2.94
2021-11-25,2.92
2021-11-26,2.92
2021-11-29,2.92
2021-11-30,2.91
2021-12-01,2.93
2021-12-02,2.93
2021-12-03,2.93
2021-12-06,2.93
2021-12-07,2.94
2021-12-08,2.93
2021-12-09,2.95
2021-12-10,2.94
2021-12-13,2.93
2021-12-14,2.93
2021-12-15,2.93
2021-12-16,2.94
2021-12-17,2.93
2021-12-20,2.94
2021-12-21,2.94
2021-12-22,2.94
2021-12-23,2.94
2021-12-24,2.94
2021-12-27,2.94
2021-12-28,2.95
2021-12-29,2.94
2021-12-30,2.94
2021-12-31,2.94
2022-01-04,2.94
2022-01-05,2.97
2022-01-06,2.96
2022-01-07,2.99
2022-01-10,2.99
2022-01-11,3.0
2022-01-12,2.98
2022-01-13,3.01
2022-01-14,2.97
2022-01-17,2.95
2022-01-18,2.99
2022-01-19,2.98
2022-01-20,3.0
2022-01-21,3.0
2022-01-24,2.99
2022-01-25,2.95
2022-01-26,2.96
2022-01-27,2.95
2022-01-28,2.96
2022-02-07,3.0
2022-02-08,3.06
2022-02-09,3.05
2022-02-10,3.08
2022-02-11,3.08
2022-02-14,3.04
2022-02-15,3.02
2022-02-16,3.04
2022-02-17,3.04
2022-02-18,3.05
2022-02-21,3.03
2022-02-22,3.01
2022-02-23,3.01
2022-02-24,2.97
2022-02-25,2.97
2022-02-28,2.98
2022-03-01,3.0
2022-03-02,3.0
2022-03-03,3.01
2022-03-04,3.0
2022-03-07,2.97
2022-03-08,2.97
2022-03-09,2.94
2022-03-10,2.94
2022-03-11,2.97
2022-03-14,2.97
2022-03-15,2.93
2022-03-16,2.94
2022-03-17,2.93
2022-03-18,2.96
2022-03-21,2.94
2022-03-22,2.99
2022-03-23,2.99
2022-03-24,2.99
2022-03-25,2.98
2022-03-28,3.02
2022-03-29,3.03
2022-03-30,3.05
2022-03-31,3.08
2022-04-01,3.08
2022-04-06,3.1
2022-04-07,3.09
2022-04-08,3.1
2022-04-11,3.07
2022-04-12,3.08
2022-04-13,3.07
2022-04-14,3.07
2022-04-15,3.07
2022-04-18,3.04
2022-04-19,3.06
2022-04-20,3.06
2022-04-21,3.07
2022-04-22,3.09
2022-04-25,3.06
2022-04-26,3.07
2022-04-27,3.03
2022-04-28,3.06
2022-04-29,3.06
2022-05-05,3.08
2022-05-06,3.05
2022-05-09,3.07
2022-05-10,3.09
2022-05-11,3.05
2022-05-12,3.03
2022-05-13,3.05
2022-05-16,3.04
2022-05-17,3.02
2022-05-18,3.02
2022-05-19,3.02
2022-05-20,3.02
2022-05-23,3.01
2022-05-24,3.03
2022-05-25,3.03
2022-05-26,3.04
2022-05-27,3.04
2022-05-30,3.02
2022-05-31,3.03
2022-06-01,3.01
2022-06-02,3.01
2022-06-06,2.99
2022-06-07,2.99
2022-06-08,2.99
2022-06-09,3.0
2022-06-10,3.02
2022-06-13,3.0
2022-06-14,3.02
2022-06-15,3.03
2022-06-16,3.0
2022-06-17,3.01
2022-06-20,3.0
2022-06-21,3.01
2022-06-22,3.01
2022-06-23,3.02
2022-06-24,3.01
2022-06-27,3.01
2022-06-28,3.01
2022-06-29,3.02
2022-06-30,3.02
2022-07-01,3.01
2022-07-04,3.02
2022-07-05,3.03
2022-07-06,3.02
2022-07-07,3.02
2022-07-08,3.03
2022-07-11,3.04
2022-07-12,3.04
2022-07-13,3.01
2022-07-14,2.95
2022-07-15,2.76
2022-07-18,2.8
2022-07-19,2.84
2022-07-20,2.85
2022-07-21,2.82
2022-07-22,2.85
2022-07-25,2.86
2022-07-26,2.86
2022-07-27,2.84
2022-07-28,2.85
2022-07-29,2.85
2022-08-01,2.84
2022-08-02,2.81
2022-08-03,2.8
2022-08-04,2.86
2022-08-05,2.86
2022-08-08,2.84
2022-08-09,2.84
2022-08-10,2.84
2022-08-11,2.85
2022-08-12,2.83
2022-08-15,2.83
2022-08-16,2.82
2022-08-17,2.83
2022-08-18,2.82
2022-08-19,2.83
2022-08-22,2.82
2022-08-23,2.82
2022-08-24,2.82
2022-08-25,2.83
2022-08-26,2.82
2022-08-29,2.82
2022-08-30,2.82
2022-08-31,2.85
2022-09-01,2.83
2022-09-02,2.83
2022-09-05,2.84
2022-09-06,2.84
2022-09-07,2.83
2022-09-08,2.83
2022-09-09,2.84
2022-09-13,2.85
2022-09-14,2.85
2022-09-15,2.87
2022-09-16,2.85
2022-09-19,2.87
2022-09-20,2.84
2022-09-21,2.86
2022-09-22,2.86
2022-09-23,2.88
2022-09-26,2.85
2022-09-27,2.83
2022-09-28,2.85
2022-09-29,2.82
2022-09-30,2.86
2022-10-10,2.87
2022-10-11,2.87
2022-10-12,2.86
2022-10-13,2.86
2022-10-14,2.85
2022-10-17,2.85
2022-10-18,2.85
2022-10-19,2.84
2022-10-20,2.85
2022-10-21,2.86
2022-10-24,2.85
2022-10-25,2.85
2022-10-26,2.83
2022-10-27,2.8
2022-10-28,2.8
2022-10-31,2.76
2022-11-01,2.73
2022-11-02,2.72
2022-11-03,2.72
2022-11-04,2.75
2022-11-07,2.75
2022-11-08,2.73
2022-11-09,2.75
2022-11-10,2.76
2022-11-11,2.79
2022-11-14,2.8
2022-11-15,2.8
2022-11-16,2.79
2022-11-17,2.79
2022-11-18,2.79
2022-11-21,2.79
2022-11-22,2.81
2022-11-23,2.84
2022-11-24,2.83
2022-11-25,2.87
2022-11-28,2.86
2022-11-29,2.88
2022-11-30,2.88
2022-12-01,2.86
2022-12-02,2.86
2022-12-05,2.89
2022-12-06,2.89
2022-12-07,2.88
2022-12-08,2.9
2022-12-09,2.89
2022-12-12,2.86
2022-12-13,2.88
2022-12-14,2.89
2022-12-15,2.88
2022-12-16,2.9
2022-12-19,2.88
2022-12-20,2.85
2022-12-21,2.85
2022-12-22,2.86
2022-12-23,2.87
2022-12-26,2.85
2022-12-27,2.89
2022-12-28,2.9
2022-12-29,2.88
2022-12-30,2.91
2023-01-03,2.9
2023-01-04,2.93
2023-01-05,2.93
2023-01-06,2.92
2023-01-09,2.92
2023-01-10,2.91
2023-01-11,2.91
2023-01-12,2.92
2023-01-13,2.94
2023-01-16,2.91
2023-01-17,2.91
2023-01-18,2.92
2023-01-19,2.92
2023-01-20,2.92
2023-01-30,2.92
2023-01-31,2.91
2023-02-01,2.92
2023-02-02,2.92
2023-02-03,2.91
2023-02-06,2.92
2023-02-07,2.92
2023-02-08,2.92
2023-02-09,2.93
2023-02-10,2.93
2023-02-13,2.92
2023-02-14,2.91
2023-02-15,2.91
2023-02-16,2.91
2023-02-17,2.92
2023-02-20,2.94
2023-02-21,2.94
2023-02-22,2.93
2023-02-23,2.93
2023-02-24,2.92
2023-02-27,2.92
2023-02-28,2.93
2023-03-01,2.93
2023-03-02,2.93
2023-03-03,2.97
2023-03-06,2.96
2023-03-07,3.01
2023-03-08,3.02
2023-03-09,3.01
2023-03-10,2.98
2023-03-13,3.01
2023-03-14,3.01
2023-03-15,3.04
2023-03-16,3.07
2023-03-17,3.08
2023-03-20,3.1
2023-03-21,3.05
2023-03-22,3.09
2023-03-23,3.1
2023-03-24,3.05
2023-03-27,3.05
2023-03-28,3.09
2023-03-29,3.1
2023-03-30,3.09
2023-03-31,3.11
2023-04-03,3.1
2023-04-04,3.15
2023-04-06,3.18
2023-04-07,3.17
2023-04-10,3.17
2023-04-11,3.21
2023-04-12,3.23
2023-04-13,3.24
2023-04-14,3.23
2023-04-17,3.3
2023-04-18,3.35
2023-04-19,3.37
2023-04-20,3.37
2023-04-21,3.33
2023-04-24,3.36
2023-04-25,3.42
2023-04-26,3.39
2023-04-27,3.42
2023-04-28,3.42
2023-05-04,3.58
2023-05-05,3.62
2023-05-08,3.89
2023-05-09,3.83
2023-05-10,3.61
2023-05-11,3.59
2023-05-12,3.56
2023-05-15,3.58
2023-05-16,3.6
2023-05-17,3.58
2023-05-18,3.69
2023-05-19,3.62
2023-05-22,3.61
2023-05-23,3.5
2023-05-24,3.41
2023-05-25,3.44
2023-05-26,3.5
2023-05-29,3.56
2023-05-30,3.5
2023-05-31,3.52
2023-06-01,3.46
2023-06-02,3.46
2023-06-05,3.56
2023-06-06,3.56
2023-06-07,3.62
2023-06-08,3.71
2023-06-09,3.68
2023-06-12,3.66
2023-06-13,3.67
2023-06-14,3.56
2023-06-15,3.6
2023-06-16,3.58
2023-06-19,3.52
2023-06-20,3.5
2023-06-21,3.53
2023-06-26,3.47
2023-06-27,3.53
2023-06-28,3.52
2023-06-29,3.49
2023-06-30,3.53
2023-07-03,3.62
2023-07-04,3.56
2023-07-05,3.55
2023-07-06,3.51
2023-07-07,3.52
2023-07-10,3.51
2023-07-11,3.53
2023-07-12,3.55
2023-07-13,3.61
2023-07-14,3.61
2023-07-17,3.62
2023-07-18,3.4
2023-07-19,3.4
2023-07-20,3.42
2023-07-21,3.41
2023-07-24,3.43
2023-07-25,3.49
2023-07-26,3.48
2023-07-27,3.54
2023-07-28,3.61
2023-07-31,3.62
2023-08-01,3.63
2023-08-02,3.51
2023-08-03,3.55
2023-08-04,3.55
2023-08-07,3.53
2023-08-08,3.51
2023-08-09,3.52
2023-08-10,3.52
2023-08-11,3.46
2023-08-14,3.42
2023-08-15,3.49
2023-08-16,3.49
2023-08-17,3.47
2023-08-18,3.49
2023-08-21,3.43
2023-08-22,3.48
2023-08-23,3.48
","date,60日,10日
2021-11-23,2.918630335561644,2.9423991455248766
2021-11-24,2.919627627672489,2.9428347499838705
2021-11-25,2.9186984460925625,2.933888473747696
2021-11-26,2.9178694423526528,2.9278026552325107
2021-11-29,2.917133772573492,2.923767030094112
2021-11-30,2.9155332661115514,2.9166604712569764
2021-12-01,2.915978668353095,2.9211484777005836
2021-12-02,2.9164340271384,2.924346207300165
2021-12-03,2.9168974366235223,2.9265925333601164
2021-12-06,2.917367130617006,2.9281424752951795
2021-12-07,2.9187931842533663,2.9337100001799983
2021-12-08,2.9192089541532704,2.9328562666743583
2021-12-09,2.9215332431521714,2.941240012948288
2021-12-10,2.922786047256586,2.942179497830743
2021-12-13,2.9230344510267803,2.938075193995396
2021-12-14,2.9232936712576034,2.935168918497886
2021-12-15,2.9235620972052625,2.9331410346367432
2021-12-16,2.92478994253675,2.9362750243696785
2021-12-17,2.9250106865550656,2.9338111650012606
2021-12-20,2.9261915303226593,2.9366474456567673
2021-12-21,2.9273176968707006,2.9385082296602443
2021-12-22,2.9283912844385664,2.9396815201693434
2021-12-23,2.9294143195930435,2.9403779236628083
2021-12-24,2.9303887594385007,2.9407501672547385
2021-12-27,2.93131649376686,2.940907914856492
2021-12-28,2.933151056763152,2.945451891145331
2021-12-29,2.9339290767423227,2.943855254612392
2021-12-30,2.934669030789843,2.9426627210500405
2021-12-31,2.9353723954209734,2.9417794460830198
2022-01-04,2.9360405972588013,2.9411318389172814
2022-01-05,2.9395301433650025,2.9542316919671907
2022-01-06,2.9418503850286912,2.95833715133391
2022-01-07,2.9468812206486663,2.974388633621552
2022-01-10,2.9515898352372676,2.9847237896094265
2022-01-11,2.9569451051850013,2.995581958156284
2022-01-12,2.960046527880664,2.99310960299075
2022-01-13,2.965794983210534,3.004344208448015
2022-01-14,2.9673546415111325,2.993095272502872
2022-01-17,2.966896569263575,2.975933198095863
2022-01-18,2.970260813971737,2.982266733837424
2022-01-19,2.9724413153195557,2.9818350372586138
2022-01-20,2.9763677037808707,2.990421779555476
2022-01-21,2.980021938686223,2.99595443139215
2022-01-24,2.982467388570484,2.994833548285423
2022-01-25,2.980924972774043,2.9756968327822686
2022-01-26,2.980410365932054,2.967334529389639
2022-01-27,2.9789547796725295,2.957383869413242
2022-01-28,2.9785232137042614,2.9555604022635826
2022-02-07,2.981905592863216,2.972814142132664
2022-02-08,2.9907585057146937,3.0117082553712327
2022-02-09,2.9980631303199763,3.0329242686907243
2022-02-10,3.0077209011887076,3.0599315768745363
2022-02-11,3.016719454304806,3.0769235233692216
2022-02-14,3.0212885344584812,3.0688759111473667
2022-02-15,3.0236131866767146,3.053201460025587
2022-02-16,3.0276433044562236,3.050864844434894
2022-02-17,3.0313639694654317,3.048669033318434
2022-02-18,3.035744909967242,3.0512125221904647
2022-02-21,3.037886385525803,3.04342558642307
2022-02-22,3.0379314060587683,3.0288354953555205
2022-02-23,3.0379186969903493,3.0189803903038848
2022-02-24,3.034045970133282,2.9944319372951895
2022-02-25,3.030371206591445,2.9784339834525015
2022-02-28,3.027836739676904,2.972985695026907
2022-03-01,3.027323609197627,2.979226979844147
2022-03-02,3.026799767990521,2.984148876244012
2022-03-03,3.0272186528864364,2.9925373653196083
2022-03-04,3.026616740770723,2.994024113151988
2022-03-07,3.023157178744654,2.981719707701069
2022-03-08,3.0198814669441183,2.9738178586943036
2022-03-09,3.0139255543046723,2.9554243006439753
2022-03-10,3.0083211955878957,2.9437488511104997
2022-03-11,3.0059053325793936,2.9503167242259987
2022-03-14,3.0036203729298676,2.9554683502610293
2022-03-15,2.9976530428135977,2.94139099091378
2022-03-16,2.993002606269616,2.9370686393901875
2022-03-17,2.987684660007635,2.9303092062475598
2022-03-18,2.985552767617431,2.940022341169762
2022-03-21,2.9816456190205094,2.9380311934014465
2022-03-22,2.982741902468397,2.959732233095589
2022-03-23,2.9837614085462105,2.9744433600856346
2022-03-24,2.984708448130754,2.9841374442711586
2022-03-25,2.984635407427303,2.9857511095805056
2022-03-28,2.988366439066547,3.0045069090647174
2022-03-29,2.992799900528124,3.0210274627193177
2022-03-30,2.998839520993632,3.0403323152954265
2022-03-31,3.0073299908502626,3.0658037587750564
2022-04-01,3.0152533435506355,3.081563953009628
2022-04-06,3.02454425960778,3.0996681030256195
2022-04-07,3.032253898574225,3.10565453518931
2022-04-08,3.040382342461352,3.1125624709391584
2022-04-11,3.0450908997114543,3.1020774358398797
2022-04-12,3.0504032742334246,3.098264203021432
2022-04-13,3.054374410947506,3.0901534234302472
2022-04-14,3.0580401458485635,3.0839259732513966
2022-04-15,3.061418402474733,3.079189074219297
2022-04-18,3.0616710574885073,3.062057418973786
2022-04-19,3.0637579312122147,3.0594975408711123
2022-04-20,3.065657413653792,3.0578420888165687
2022-04-21,3.0683328574186945,3.061362160666523
2022-04-22,3.072685286834505,3.072856485939809
2022-04-25,3.073846523217599,3.0669481343734146
2022-04-26,3.0758283293783313,3.0674584396744793
2022-04-27,3.0738191503927967,3.049712049200983
2022-04-28,3.0747393949299124,3.051568779449997
2022-04-29,3.0755463492066615,3.053096992841178
2022-05-05,3.0781511209639936,3.0633994079713043
2022-05-06,3.077678999636872,3.0568378994716965
2022-05-09,3.0790872444288633,3.0615706294875693
2022-05-10,3.0822552255509845,3.0738705557168484
2022-05-11,3.0813585782304553,3.063945636079291
2022-05-12,3.0785631015186263,3.0481888704255073
2022-05-13,3.0778003648817647,3.046850480509216
2022-05-16,3.076086296813508,3.041719036722788
2022-05-17,3.0725323174060417,3.0295525507982037
2022-05-18,3.0691632223711864,3.021838616520617
2022-05-19,3.065970310954468,3.0172246203307003
2022-05-20,3.062945267233272,3.014727289400966
2022-05-23,3.059128434193161,3.0091156993031714
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2023-08-11,3.5391886880584225,3.4933093118792646
2023-08-14,3.5275638535465945,3.4551663283457703
2023-08-15,3.5233120105250335,3.462293888575229
2023-08-16,3.519302546569557,3.4682021237167673
2023-08-17,3.5136205898769437,3.464012792926485
2023-08-18,3.5101854486905344,3.4710426465569153
2023-08-21,3.5012428280205885,3.4492783463549745
2023-08-22,3.497622116871385,3.4580470994278527
2023-08-23,3.4942267986304287,3.4646498447512712
"
1625,CN,technical,"三花智控2022年07月19日至2023年05月31日, 对于赫尔移动平均的20日线和10日线，有多少次死叉？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",13.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2022-06-07,18.4
2022-06-08,19.06
2022-06-09,18.86
2022-06-10,20.15
2022-06-13,20.7
2022-06-14,21.22
2022-06-15,20.98
2022-06-16,21.88
2022-06-17,22.96
2022-06-20,25.0
2022-06-21,24.3
2022-06-22,24.31
2022-06-23,26.02
2022-06-24,25.1
2022-06-27,27.61
2022-06-28,28.36
2022-06-29,26.45
2022-06-30,27.48
2022-07-01,27.2
2022-07-04,27.75
2022-07-05,27.89
2022-07-06,27.2
2022-07-07,28.4
2022-07-08,27.91
2022-07-11,27.31
2022-07-12,26.43
2022-07-13,28.33
2022-07-14,29.26
2022-07-15,29.22
2022-07-18,28.96
2022-07-19,29.47
2022-07-20,28.33
2022-07-21,27.9
2022-07-22,27.86
2022-07-25,27.45
2022-07-26,28.92
2022-07-27,31.81
2022-07-28,31.31
2022-07-29,32.5
2022-08-01,32.77
2022-08-02,31.91
2022-08-03,29.4
2022-08-04,28.75
2022-08-05,27.67
2022-08-08,30.44
2022-08-09,29.65
2022-08-10,31.33
2022-08-11,30.13
2022-08-12,29.29
2022-08-15,31.06
2022-08-16,30.37
2022-08-17,30.04
2022-08-18,31.18
2022-08-19,29.4
2022-08-22,29.38
2022-08-23,29.69
2022-08-24,27.91
2022-08-25,27.7
2022-08-26,26.9
2022-08-29,27.36
2022-08-30,27.19
2022-08-31,25.64
2022-09-01,25.47
2022-09-02,25.95
2022-09-05,25.98
2022-09-06,28.05
2022-09-07,30.08
2022-09-08,28.8
2022-09-09,28.96
2022-09-13,29.72
2022-09-14,29.26
2022-09-15,27.22
2022-09-16,26.4
2022-09-19,26.79
2022-09-20,28.86
2022-09-21,28.63
2022-09-22,28.0
2022-09-23,26.05
2022-09-26,27.97
2022-09-27,26.7
2022-09-28,25.6
2022-09-29,25.77
2022-09-30,24.6
2022-10-10,22.14
2022-10-11,21.59
2022-10-12,22.88
2022-10-13,21.85
2022-10-14,22.37
2022-10-17,21.93
2022-10-18,22.07
2022-10-19,21.95
2022-10-20,20.6
2022-10-21,21.32
2022-10-24,20.81
2022-10-25,21.38
2022-10-26,21.49
2022-10-27,21.68
2022-10-28,20.65
2022-10-31,21.25
2022-11-01,21.88
2022-11-02,23.18
2022-11-03,23.14
2022-11-04,24.21
2022-11-07,24.0
2022-11-08,23.71
2022-11-09,23.75
2022-11-10,22.81
2022-11-11,23.36
2022-11-14,22.86
2022-11-15,23.42
2022-11-16,22.6
2022-11-17,22.05
2022-11-18,22.24
2022-11-21,22.96
2022-11-22,22.25
2022-11-23,22.94
2022-11-24,22.75
2022-11-25,22.1
2022-11-28,22.18
2022-11-29,20.92
2022-11-30,22.0
2022-12-01,22.4
2022-12-02,21.8
2022-12-05,22.7
2022-12-06,22.57
2022-12-07,22.99
2022-12-08,22.82
2022-12-09,23.13
2022-12-12,23.36
2022-12-13,23.03
2022-12-14,23.24
2022-12-15,23.86
2022-12-16,23.09
2022-12-19,23.29
2022-12-20,23.05
2022-12-21,22.81
2022-12-22,22.49
2022-12-23,21.74
2022-12-26,22.36
2022-12-27,22.0
2022-12-28,21.06
2022-12-29,21.18
2022-12-30,21.22
2023-01-03,20.82
2023-01-04,20.6
2023-01-05,20.88
2023-01-06,21.08
2023-01-09,21.63
2023-01-10,22.37
2023-01-11,23.02
2023-01-12,23.04
2023-01-13,23.8
2023-01-16,24.42
2023-01-17,24.6
2023-01-18,24.9
2023-01-19,24.93
2023-01-20,24.59
2023-01-30,26.26
2023-01-31,25.56
2023-02-01,26.0
2023-02-02,25.81
2023-02-03,25.3
2023-02-06,24.89
2023-02-07,27.38
2023-02-08,26.85
2023-02-09,27.1
2023-02-10,27.96
2023-02-13,27.18
2023-02-14,27.04
2023-02-15,27.04
2023-02-16,26.55
2023-02-17,26.54
2023-02-20,26.98
2023-02-21,26.86
2023-02-22,26.51
2023-02-23,26.31
2023-02-24,25.57
2023-02-27,26.14
2023-02-28,25.55
2023-03-01,25.32
2023-03-02,23.85
2023-03-03,24.09
2023-03-06,24.5
2023-03-07,23.98
2023-03-08,23.86
2023-03-09,23.92
2023-03-10,23.37
2023-03-13,23.85
2023-03-14,23.72
2023-03-15,23.87
2023-03-16,23.66
2023-03-17,23.59
2023-03-20,23.5
2023-03-21,24.27
2023-03-22,24.37
2023-03-23,22.98
2023-03-24,23.73
2023-03-27,25.56
2023-03-28,25.75
2023-03-29,26.08
2023-03-30,26.03
2023-03-31,25.75
2023-04-03,25.2
2023-04-04,25.1
2023-04-06,25.29
2023-04-07,24.75
2023-04-10,24.36
2023-04-11,24.41
2023-04-12,24.23
2023-04-13,23.8
2023-04-14,24.09
2023-04-17,24.59
2023-04-18,24.38
2023-04-19,24.5
2023-04-20,23.49
2023-04-21,22.67
2023-04-24,22.78
2023-04-25,22.16
2023-04-26,23.47
2023-04-27,23.32
2023-04-28,23.34
2023-05-04,23.83
2023-05-05,23.29
2023-05-08,22.96
2023-05-09,22.63
2023-05-10,23.08
2023-05-11,23.42
2023-05-12,23.2
2023-05-15,23.81
2023-05-16,23.91
2023-05-17,24.5
2023-05-18,25.63
2023-05-19,25.55
2023-05-22,25.78
2023-05-23,25.51
2023-05-24,25.06
2023-05-25,25.77
2023-05-26,26.18
2023-05-29,25.55
2023-05-30,25.4
2023-05-31,25.99
","date,20日,10日
2022-07-07,28.706132034632038,27.87089898989899
2022-07-08,28.693288311688313,27.985414141414143
2022-07-11,28.562242424242424,27.9160909090909
2022-07-12,28.27684242424242,27.49571717171717
2022-07-13,28.112763203463196,27.435505050505054
2022-07-14,28.15527922077921,27.840525252525254
2022-07-15,28.348150216450215,28.48630303030303
2022-07-18,28.58729783549784,29.021919191919192
2022-07-19,28.8506735930736,29.477222222222224
2022-07-20,28.98532987012988,29.44028282828283
2022-07-21,28.974404761904772,29.007808080808076
2022-07-22,28.872243290043293,28.434222222222218
2022-07-25,28.67561558441559,27.87108080808081
2022-07-26,28.59548398268398,27.785595959595963
2022-07-27,28.88970043290043,28.762494949494947
2022-07-28,29.364396536796534,30.077191919191915
2022-07-29,30.050188744588734,31.510595959595957
2022-08-01,30.82801515151515,32.675939393939395
2022-08-02,31.490281385281385,33.19665656565656
2022-08-03,31.773598268398267,32.50804040404041
2022-08-04,31.681529870129868,31.132313131313136
2022-08-05,31.217749783549777,29.41982828282828
2022-08-08,30.84302294372294,28.64778787878788
2022-08-09,30.486610389610387,28.500131313131316
2022-08-10,30.332254112554107,29.241646464646465
2022-08-11,30.207423376623375,29.932606060606062
2022-08-12,29.981483982683983,30.222767676767678
2022-08-15,29.924776190476194,30.459282828282824
2022-08-16,29.935786580086585,30.56413131313131
2022-08-17,30.00216363636364,30.474848484848483
2022-08-18,30.21300259740259,30.584363636363634
2022-08-19,30.273938961038954,30.412575757575755
2022-08-22,30.200690043290034,30.047444444444448
2022-08-23,30.080519480519477,29.70238383838385
2022-08-24,29.742177922077918,29.09103030303031
2022-08-25,29.30104025974025,28.341636363636365
2022-08-26,28.73529956709956,27.519606060606066
2022-08-29,28.162309523809512,26.984676767676774
2022-08-30,27.645927272727267,26.685858585858586
2022-08-31,27.041735497835496,26.27440404040404
2022-09-01,26.410275324675318,25.794343434343432
2022-09-02,25.877838961038957,25.494818181818186
2022-09-05,25.478791341991343,25.3999898989899
2022-09-06,25.454348051948053,25.96527272727273
2022-09-07,25.923193939393933,27.338787878787873
2022-09-08,26.5438632034632,28.593282828282828
2022-09-09,27.219824675324674,29.423474747474746
2022-09-13,27.919774458874464,29.944969696969697
2022-09-14,28.52819090909091,30.070868686868682
2022-09-15,28.845833766233774,29.41487878787878
2022-09-16,28.828279220779223,28.2810707070707
2022-09-19,28.595487445887443,27.228959595959594
2022-09-20,28.461165367965368,27.00838383838384
2022-09-21,28.393574458874458,27.339313131313133
2022-09-22,28.304542857142856,27.801333333333332
2022-09-23,27.995491774891775,27.658666666666665
2022-09-26,27.739294805194806,27.58221212121212
2022-09-27,27.436444588744585,27.238191919191916
2022-09-28,27.04500043290043,26.634949494949495
2022-09-29,26.66623896103896,26.009717171717174
2022-09-30,26.16686017316017,25.326252525252528
2022-10-10,25.365071428571433,24.097939393939395
2022-10-11,24.349908658008665,22.68926262626262
2022-10-12,23.42576406926407,21.83790909090909
2022-10-13,22.58250692640693,21.328474747474743
2022-10-14,21.959532900432905,21.265868686868682
2022-10-17,21.468377922077924,21.392585858585857
2022-10-18,21.11785324675325,21.628525252525247
2022-10-19,20.90376233766234,21.759484848484846
2022-10-20,20.657079220779217,21.520878787878786
2022-10-21,20.513278354978354,21.259787878787872
2022-10-24,20.41476277056277,20.956343434343427
2022-10-25,20.416359307359308,20.868313131313126
2022-10-26,20.49704675324675,20.957060606060605
2022-10-27,20.635607792207786,21.2239898989899
2022-10-28,20.69188138528138,21.2339898989899
2022-10-31,20.750856277056275,21.224343434343435
2022-11-01,20.880600865800865,21.34048484848485
2022-11-02,21.20157835497836,21.8730202020202
2022-11-03,21.647774025974023,22.520171717171717
2022-11-04,22.229549783549782,23.37171717171717
2022-11-07,22.82058051948052,24.047666666666668
2022-11-08,23.318387445887446,24.386050505050502
2022-11-09,23.72070995670996,24.396232323232322
2022-11-10,23.918403463203465,24.02545454545454
2022-11-11,24.03015974025974,23.62635353535354
2022-11-14,24.01157748917749,23.215969696969697
2022-11-15,23.952247186147183,23.06057575757576
2022-11-16,23.779413419913418,22.87735353535354
2022-11-17,23.47274329004329,22.597353535353534
2022-11-18,23.123745021645025,22.307727272727266
2022-11-21,22.860061038961042,22.28663636363636
2022-11-22,22.627317748917754,22.260444444444442
2022-11-23,22.51240043290044,22.417858585858585
2022-11-24,22.462782251082256,22.59110101010101
2022-11-25,22.376135497835502,22.586161616161615
2022-11-28,22.29032770562771,22.436606060606056
2022-11-29,22.068267965367966,21.97066666666667
2022-11-30,21.902104329004324,21.665151515151518
2022-12-01,21.84384069264069,21.64577777777778
2022-12-02,21.796067532467532,21.719505050505052
2022-12-05,21.855872727272725,21.99951515151515
2022-12-06,21.95374935064935,22.327454545454543
2022-12-07,22.111890043290042,22.682484848484847
2022-12-08,22.29658614718614,22.90439393939394
2022-12-09,22.514214718614713,23.10116161616162
2022-12-12,22.764680952380946,23.270656565656566
2022-12-13,22.981496536796534,23.327111111111112
2022-12-14,23.163400865800863,23.339626262626265
2022-12-15,23.36488268398268,23.48557575757576
2022-12-16,23.485864069264068,23.49854545454545
2022-12-19,23.558481818181814,23.460878787878787
2022-12-20,23.562834199134194,23.336070707070707
2022-12-21,23.487722510822504,23.1449696969697
2022-12-22,23.3414303030303,22.850505050505053
2022-12-23,23.07089307359307,22.41047474747475
2022-12-26,22.80549177489177,22.118939393939396
2022-12-27,22.5347974025974,21.913656565656566
2022-12-28,22.1863974025974,21.594111111111115
2022-12-29,21.82753333333333,21.277555555555555
2022-12-30,21.49384329004329,21.061878787878786
2023-01-03,21.174450216450218,20.85732323232323
2023-01-04,20.88232467532468,20.651
2023-01-05,20.660503030303033,20.57510101010101
2023-01-06,20.530816883116884,20.643727272727272
2023-01-09,20.544671428571426,20.914474747474745
2023-01-10,20.732145454545453,21.435383838383842
2023-01-11,21.095516017316015,22.15372727272727
2023-01-12,21.555147619047617,22.811434343434343
2023-01-13,22.11108354978355,23.44735353535353
2023-01-16,22.74525194805195,24.065818181818184
2023-01-17,23.399016450216457,24.585616161616162
2023-01-18,24.041259307359315,24.98591919191919
2023-01-19,24.607233333333333,25.24177777777778
2023-01-20,25.023672294372297,25.259525252525254
2023-01-30,25.470846753246757,25.520636363636367
2023-01-31,25.82367359307359,25.730333333333334
2023-02-01,26.126292640692633,25.972878787878795
2023-02-02,26.344102164502157,26.087474747474744
2023-02-03,26.403816450216446,26.007303030303024
2023-02-06,26.31471645021645,25.658525252525248
2023-02-07,26.392574891774892,25.86788888888889
2023-02-08,26.535707792207795,26.274505050505052
2023-02-09,26.744832900432904,26.786171717171715
2023-02-10,27.05880562770563,27.37964646464647
2023-02-13,27.291564502164505,27.739363636363638
2023-02-14,27.45564415584416,27.74438383838384
2023-02-15,27.55203766233766,27.55476767676767
2023-02-16,27.540047186147184,27.207818181818183
2023-02-17,27.467071861471858,26.832545454545457
2023-02-20,27.391457575757567,26.656525252525256
2023-02-21,27.285657142857133,26.63914141414142
2023-02-22,27.14126666666666,26.61721212121213
2023-02-23,26.95353766233766,26.52840404040404
2023-02-24,26.66793203463203,26.232333333333333
2023-02-27,26.418,25.998252525252525
2023-02-28,26.15696536796537,25.731575757575758
2023-03-01,25.88914025974026,25.478979797979793
2023-03-02,25.48517532467532,24.913575757575757
2023-03-03,25.028314285714288,24.35670707070707
2023-03-06,24.62697402597402,24.009828282828284
2023-03-07,24.260277489177486,23.806747474747482
2023-03-08,23.95474069264069,23.685474747474757
2023-03-09,23.714483116883116,23.671828282828283
2023-03-10,23.479494805194808,23.573444444444448
2023-03-13,23.32181904761905,23.542202020202023
2023-03-14,23.22789740259741,23.544959595959593
2023-03-15,23.209940692640696,23.62689898989899
2023-03-16,23.236992207792213,23.66578787878788
2023-03-17,23.269619480519484,23.67249494949495
2023-03-20,23.291899134199134,23.615676767676764
2023-03-21,23.391754545454553,23.73195959595959
2023-03-22,23.554563636363646,23.958717171717172
2023-03-23,23.601126839826843,23.88025252525252
2023-03-24,23.63843463203463,23.77335353535354
2023-03-27,23.849390043290036,24.127878787878796
2023-03-28,24.199304761904756,24.771262626262626
2023-03-29,24.667142857142856,25.50980808080808
2023-03-30,25.147768831168825,26.11693939393939
2023-03-31,25.54271082251082,26.40364646464646
2023-04-03,25.788600865800866,26.24020202020202
2023-04-04,25.895676190476188,25.843171717171717
2023-04-06,25.928865800865804,25.470434343434345
2023-04-07,25.862376623376615,25.097515151515154
2023-04-10,25.675075757575758,24.71720202020202
2023-04-11,25.404637662337656,24.428696969696972
2023-04-12,25.081061038961035,24.214737373737375
2023-04-13,24.71578874458874,23.97660606060606
2023-04-14,24.396125108225103,23.846868686868685
2023-04-17,24.195377056277056,23.943959595959598
2023-04-18,24.079209956709956,24.112282828282826
2023-04-19,24.04410303030303,24.302242424242422
2023-04-20,23.948388744588744,24.214060606060603
2023-04-21,23.726996103896106,23.76040404040404
2023-04-24,23.456418181818183,23.190080808080808
2023-04-25,23.11497359307359,22.579212121212127
2023-04-26,22.911232467532464,22.418272727272733
2023-04-27,22.810941125541124,22.56480808080808
2023-04-28,22.779575757575756,22.88846464646465
2023-05-04,22.846532467532466,23.295767676767678
2023-05-05,22.906293939393937,23.544060606060608
2023-05-08,22.935074458874457,23.511000000000006
2023-05-09,22.918650649350646,23.238505050505058
2023-05-10,22.92090216450216,23.018202020202022
2023-05-11,22.97797142857143,22.979565656565665
2023-05-12,23.044441125541123,23.038828282828288
2023-05-15,23.16054632034632,23.28246464646465
2023-05-16,23.307164935064936,23.598929292929295
2023-05-17,23.52784502164502,24.013343434343437
2023-05-18,23.909486147186144,24.649838383838386
2023-05-19,24.365988311688312,25.283535353535353
2023-05-22,24.858301298701292,25.79989898989899
2023-05-23,25.28849480519481,26.041414141414137
2023-05-24,25.570484848484845,25.952464646464648
2023-05-25,25.80441471861472,25.83286868686869
2023-05-26,26.032789177489178,25.86336363636364
2023-05-29,26.173887012987006,25.851434343434345
2023-05-30,26.220799999999997,25.759676767676766
2023-05-31,26.237476190476194,25.772474747474746
"
1626,CN,technical,南山铝业从2024年01月05日到2024年03月12日，赫尔移动平均的60日线与5日线发生金叉多少次？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,3.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2023-08-23,3.09
2023-08-24,3.11
2023-08-25,3.07
2023-08-28,3.18
2023-08-29,3.14
2023-08-30,3.13
2023-08-31,3.12
2023-09-01,3.19
2023-09-04,3.28
2023-09-05,3.26
2023-09-06,3.23
2023-09-07,3.19
2023-09-08,3.15
2023-09-11,3.24
2023-09-12,3.23
2023-09-13,3.24
2023-09-14,3.26
2023-09-15,3.25
2023-09-18,3.23
2023-09-19,3.25
2023-09-20,3.22
2023-09-21,3.19
2023-09-22,3.2
2023-09-25,3.19
2023-09-26,3.14
2023-09-27,3.13
2023-09-28,3.14
2023-10-09,3.14
2023-10-10,3.13
2023-10-11,3.1
2023-10-12,3.16
2023-10-13,3.13
2023-10-16,3.11
2023-10-17,3.1
2023-10-18,3.06
2023-10-19,3.01
2023-10-20,2.99
2023-10-23,2.91
2023-10-24,2.92
2023-10-25,2.98
2023-10-26,2.99
2023-10-27,3.05
2023-10-30,3.09
2023-10-31,3.1
2023-11-01,3.12
2023-11-02,3.08
2023-11-03,3.06
2023-11-06,3.07
2023-11-07,3.03
2023-11-08,2.98
2023-11-09,2.98
2023-11-10,2.95
2023-11-13,2.99
2023-11-14,3.0
2023-11-15,3.01
2023-11-16,2.96
2023-11-17,2.96
2023-11-20,2.96
2023-11-21,2.97
2023-11-22,2.94
2023-11-23,2.97
2023-11-24,2.95
2023-11-27,2.93
2023-11-28,2.94
2023-11-29,2.9
2023-11-30,2.88
2023-12-01,2.89
2023-12-04,2.9
2023-12-05,2.83
2023-12-06,2.84
2023-12-07,2.85
2023-12-08,2.83
2023-12-11,2.82
2023-12-12,2.85
2023-12-13,2.81
2023-12-14,2.82
2023-12-15,2.81
2023-12-18,2.77
2023-12-19,2.77
2023-12-20,2.77
2023-12-21,2.77
2023-12-22,2.82
2023-12-25,2.81
2023-12-26,2.8
2023-12-27,2.85
2023-12-28,2.91
2023-12-29,2.94
2024-01-02,2.98
2024-01-03,3.02
2024-01-04,3.0
2024-01-05,2.97
2024-01-08,2.94
2024-01-09,3.0
2024-01-10,2.96
2024-01-11,2.95
2024-01-12,2.95
2024-01-15,2.95
2024-01-16,2.94
2024-01-17,2.88
2024-01-18,2.86
2024-01-19,2.85
2024-01-22,2.75
2024-01-23,2.78
2024-01-24,2.89
2024-01-25,2.94
2024-01-26,2.96
2024-01-29,2.95
2024-01-30,2.91
2024-01-31,2.87
2024-02-01,2.9
2024-02-02,2.83
2024-02-05,2.76
2024-02-06,2.89
2024-02-07,2.9
2024-02-08,2.93
2024-02-19,2.99
2024-02-20,3.0
2024-02-21,3.03
2024-02-22,3.05
2024-02-23,3.05
2024-02-26,3.02
2024-02-27,3.05
2024-02-28,3.02
2024-02-29,3.1
2024-03-01,3.12
2024-03-04,3.15
2024-03-05,3.16
2024-03-06,3.16
2024-03-07,3.22
2024-03-08,3.25
2024-03-11,3.25
2024-03-12,3.21
","date,60日,5日
2023-11-30,2.930026541764246,2.876
2023-12-01,2.924284776258467,2.8713333333333337
2023-12-04,2.9184893795170095,2.8897777777777773
2023-12-05,2.911025767419606,2.8555555555555556
2023-12-06,2.9024712611115304,2.8213333333333335
2023-12-07,2.8933774080229653,2.8319999999999994
2023-12-08,2.8835909886429456,2.834444444444444
2023-12-11,2.8732252083805494,2.8202222222222217
2023-12-12,2.863372340157639,2.8333333333333326
2023-12-13,2.853321969983128,2.8266666666666667
2023-12-14,2.843779116617562,2.8124444444444445
2023-12-15,2.834595275868147,2.8084444444444436
2023-12-18,2.8249272997406263,2.779555555555555
2023-12-19,2.8150997141849863,2.7568888888888883
2023-12-20,2.805305393971444,2.7584444444444443
2023-12-21,2.7956421520485506,2.765333333333333
2023-12-22,2.7875302309183843,2.802444444444444
2023-12-25,2.7805690551736286,2.8266666666666658
2023-12-26,2.7745045012716867,2.814
2023-12-27,2.770559334944977,2.833555555555556
2023-12-28,2.769864735211906,2.9006666666666674
2023-12-29,2.772532881317519,2.958
2024-01-02,2.7788114942962907,2.996
2024-01-03,2.7887969769081615,3.03311111111111
2024-01-04,2.8011806678250357,3.032666666666666
2024-01-05,2.814460854675027,2.9904444444444445
2024-01-08,2.8272879995467255,2.942
2024-01-09,2.8407906436503745,2.962666666666667
2024-01-10,2.853637191206467,2.9775555555555555
2024-01-11,2.865524451663267,2.9546666666666663
2024-01-12,2.8765385283674547,2.9426666666666677
2024-01-15,2.8868919757749745,2.9442222222222227
2024-01-16,2.896503569539926,2.941333333333334
2024-01-17,2.904050168718995,2.8971111111111107
2024-01-18,2.909255741482209,2.8480000000000003
2024-01-19,2.9123874745032863,2.8308888888888895
2024-01-22,2.911455201329606,2.7684444444444445
2024-01-23,2.90796718163733,2.7371111111111106
2024-01-24,2.9051928244063356,2.8331111111111107
2024-01-25,2.904495372818615,2.949333333333333
2024-01-26,2.906217559366423,2.9971111111111113
2024-01-29,2.909720656744983,2.984888888888889
2024-01-30,2.9136264762912036,2.9339999999999997
2024-01-31,2.9166713568029006,2.873333333333333
2024-02-01,2.9191345974666967,2.8680000000000003
2024-02-02,2.9188929515751303,2.8460000000000005
2024-02-05,2.914529223640805,2.767333333333333
2024-02-06,2.9099764360001004,2.8117777777777775
2024-02-07,2.9057349097227463,2.905555555555555
2024-02-08,2.902686333761426,2.948
2024-02-19,2.902211521996424,2.9935555555555555
2024-02-20,2.9041487371257335,3.0246666666666666
2024-02-21,2.9089023066656594,3.0422222222222217
2024-02-22,2.91629396766639,3.0613333333333324
2024-02-23,2.925371912064667,3.0657777777777766
2024-02-26,2.934900493566015,3.0388888888888883
2024-02-27,2.9452083364810755,3.0348888888888883
2024-02-28,2.9551120911082562,3.0304444444444436
2024-02-29,2.966481019113092,3.0700000000000003
2024-03-01,2.9793702311702037,3.1293333333333337
2024-03-04,2.994095710256603,3.164
2024-03-05,3.0104479174536016,3.1782222222222223
2024-03-06,3.0279539800055395,3.174666666666667
2024-03-07,3.0474909219108057,3.206444444444445
2024-03-08,3.0690215494447384,3.2577777777777777
2024-03-11,3.0915592279217345,3.2742222222222224
2024-03-12,3.1134683274155774,3.2379999999999995
"
1627,CN,technical,在2021年09月20日至2021年10月18日期间，京东方A的赫尔移动平均5日线和20日线共出现几次死叉？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2021-08-09,5.87
2021-08-10,5.89
2021-08-11,5.88
2021-08-12,5.87
2021-08-13,5.78
2021-08-16,5.78
2021-08-17,5.64
2021-08-18,5.67
2021-08-19,5.78
2021-08-20,5.7
2021-08-23,5.68
2021-08-24,5.61
2021-08-25,5.62
2021-08-26,5.58
2021-08-27,5.7
2021-08-30,5.8
2021-08-31,5.82
2021-09-01,5.78
2021-09-02,5.87
2021-09-03,5.82
2021-09-06,5.81
2021-09-07,5.8
2021-09-08,5.96
2021-09-09,5.92
2021-09-10,5.91
2021-09-13,5.82
2021-09-14,5.71
2021-09-15,5.66
2021-09-16,5.7
2021-09-17,5.61
2021-09-22,5.44
2021-09-23,5.41
2021-09-24,5.22
2021-09-27,5.28
2021-09-28,5.2
2021-09-29,5.03
2021-09-30,5.05
2021-10-08,5.31
2021-10-11,5.22
2021-10-12,5.23
2021-10-13,5.25
2021-10-14,5.2
2021-10-15,5.13
2021-10-18,5.09
","date,5日,20日
2021-09-08,5.897777777777777,5.8520095238095236
2021-09-09,5.971111111111111,5.88568961038961
2021-09-10,5.944000000000002,5.912981818181818
2021-09-13,5.854222222222224,5.922378787878787
2021-09-14,5.719111111111112,5.905165800865801
2021-09-15,5.621333333333333,5.867584415584416
2021-09-16,5.633777777777779,5.8241683982684
2021-09-17,5.623111111111112,5.773102597402597
2021-09-22,5.475333333333334,5.70326406926407
2021-09-23,5.354000000000002,5.621437662337664
2021-09-24,5.220888888888889,5.516263203463204
2021-09-27,5.180444444444445,5.413212121212121
2021-09-28,5.184888888888889,5.315515151515152
2021-09-29,5.059555555555556,5.213498701298701
2021-09-30,4.979111111111111,5.121181818181819
2021-10-08,5.175777777777777,5.069639393939395
2021-10-11,5.303999999999999,5.043532034632036
2021-10-12,5.270444444444444,5.0412082251082255
2021-10-13,5.251333333333332,5.056826406926407
2021-10-14,5.220444444444445,5.075728571428572
2021-10-15,5.144444444444445,5.09125367965368
2021-10-18,5.073777777777777,5.097812121212121
"
1628,CN,technical,2025年02月19日-2025年04月07日，长安汽车赫尔移动平均线中5日均线和30日均线金叉的次数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,2.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2024-12-09,14.07
2024-12-10,14.06
2024-12-11,14.17
2024-12-12,14.62
2024-12-13,14.17
2024-12-16,13.84
2024-12-17,13.86
2024-12-18,13.98
2024-12-19,13.86
2024-12-20,13.86
2024-12-23,13.93
2024-12-24,14.09
2024-12-25,13.85
2024-12-26,13.88
2024-12-27,13.84
2024-12-30,13.68
2024-12-31,13.36
2025-01-02,12.97
2025-01-03,12.75
2025-01-06,12.71
2025-01-07,12.85
2025-01-08,12.67
2025-01-09,12.67
2025-01-10,12.41
2025-01-13,12.4
2025-01-14,12.83
2025-01-15,12.66
2025-01-16,12.87
2025-01-17,12.77
2025-01-20,12.79
2025-01-21,12.72
2025-01-22,12.61
2025-01-23,12.53
2025-01-24,12.6
2025-01-27,12.55
2025-02-05,12.69
2025-02-06,13.16
2025-02-07,13.54
2025-02-10,14.18
2025-02-11,13.68
2025-02-12,13.7
2025-02-13,13.45
2025-02-14,13.61
2025-02-17,13.53
2025-02-18,13.25
2025-02-19,13.34
2025-02-20,13.28
2025-02-21,13.32
2025-02-24,13.33
2025-02-25,13.43
2025-02-26,13.39
2025-02-27,13.37
2025-02-28,12.92
2025-03-03,13.0
2025-03-04,13.0
2025-03-05,12.97
2025-03-06,13.12
2025-03-07,13.06
2025-03-10,13.02
2025-03-11,13.0
2025-03-12,13.15
2025-03-13,12.98
2025-03-14,13.15
2025-03-17,13.15
2025-03-18,13.29
2025-03-19,13.16
2025-03-20,13.11
2025-03-21,12.91
2025-03-24,12.9
2025-03-25,12.87
2025-03-26,12.93
2025-03-27,12.9
2025-03-28,12.92
2025-03-31,13.03
2025-04-01,13.04
2025-04-02,12.97
2025-04-03,12.88
2025-04-07,11.59
","date,5日,30日
2025-01-24,12.518666666666666,12.407840860215053
2025-01-27,12.550222222222224,12.421405734767026
2025-02-05,12.637333333333332,12.442532616487453
2025-02-06,13.033333333333331,12.499141218637995
2025-02-07,13.571999999999997,12.603986379928317
2025-02-10,14.207777777777778,12.779555555555554
2025-02-11,14.174,12.967632258064517
2025-02-12,13.783333333333333,13.15187670250896
2025-02-13,13.484888888888888,13.304374910394266
2025-02-14,13.453999999999999,13.432628673835124
2025-02-17,13.523777777777779,13.53291075268817
2025-02-18,13.337333333333335,13.597668458781364
2025-02-19,13.226222222222225,13.63997347670251
2025-02-20,13.244,13.66119569892473
2025-02-21,13.281777777777776,13.66618494623656
2025-02-24,13.325111111111113,13.658848028673834
2025-02-25,13.405333333333333,13.648012544802869
2025-02-26,13.43577777777778,13.628251612903227
2025-02-27,13.394666666666666,13.598132258064515
2025-02-28,13.065333333333333,13.531940501792114
2025-03-03,12.845777777777778,13.446455913978495
2025-03-04,12.898222222222223,13.354448745519713
2025-03-05,12.950888888888889,13.263176702508959
2025-03-06,13.060888888888888,13.189134767025086
2025-03-07,13.113777777777779,13.130207526881719
2025-03-10,13.054000000000002,13.081156630824372
2025-03-11,12.996,13.039371326164876
2025-03-12,13.080666666666666,13.01231899641577
2025-03-13,13.065555555555557,12.985814336917562
2025-03-14,13.08488888888889,12.971777060931897
2025-03-17,13.166222222222224,12.968275268817202
2025-03-18,13.273111111111112,12.981904301075266
2025-03-19,13.255777777777775,13.000825089605732
2025-03-20,13.133111111111107,13.021959856630822
2025-03-21,12.944222222222221,13.031216487455197
2025-03-24,12.825333333333335,13.029125448028674
2025-03-25,12.815555555555557,13.01549534050179
2025-03-26,12.875999999999998,12.998656272401435
2025-03-27,12.912444444444446,12.978786379928314
2025-03-28,12.91777777777778,12.960454480286735
2025-03-31,12.996666666666664,12.950644802867382
2025-04-01,13.069333333333333,12.94784193548387
2025-04-02,13.02688888888889,12.94514121863799
2025-04-03,12.906666666666668,12.937219354838707
2025-04-07,11.980888888888892,12.84462258064516
"
1629,CN,technical,对于正泰电器在2024年02月15日到2024年10月08日间赫尔移动平均线，统计60日线与30日线的金叉次数。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2023-09-27,23.28
2023-09-28,23.29
2023-10-09,23.32
2023-10-10,23.25
2023-10-11,23.25
2023-10-12,23.68
2023-10-13,23.48
2023-10-16,23.3
2023-10-17,23.36
2023-10-18,22.95
2023-10-19,22.52
2023-10-20,22.68
2023-10-23,22.22
2023-10-24,22.23
2023-10-25,22.35
2023-10-26,22.56
2023-10-27,23.04
2023-10-30,23.02
2023-10-31,23.09
2023-11-01,23.1
2023-11-02,23.01
2023-11-03,23.21
2023-11-06,23.56
2023-11-07,23.5
2023-11-08,23.4
2023-11-09,23.5
2023-11-10,23.36
2023-11-13,23.43
2023-11-14,23.43
2023-11-15,23.63
2023-11-16,23.24
2023-11-17,23.28
2023-11-20,23.27
2023-11-21,23.19
2023-11-22,22.76
2023-11-23,22.84
2023-11-24,22.63
2023-11-27,22.43
2023-11-28,22.5
2023-11-29,22.24
2023-11-30,21.93
2023-12-01,21.78
2023-12-04,21.72
2023-12-05,21.34
2023-12-06,21.3
2023-12-07,21.33
2023-12-08,21.45
2023-12-11,21.52
2023-12-12,21.59
2023-12-13,21.12
2023-12-14,21.04
2023-12-15,20.91
2023-12-18,20.26
2023-12-19,20.25
2023-12-20,19.99
2023-12-21,20.35
2023-12-22,20.45
2023-12-25,20.52
2023-12-26,20.63
2023-12-27,20.6
2023-12-28,21.33
2023-12-29,21.51
2024-01-02,21.47
2024-01-03,21.38
2024-01-04,21.18
2024-01-05,20.99
2024-01-08,20.66
2024-01-09,20.69
2024-01-10,20.88
2024-01-11,21.06
2024-01-12,21.19
2024-01-15,21.39
2024-01-16,21.12
2024-01-17,20.53
2024-01-18,20.94
2024-01-19,20.63
2024-01-22,19.99
2024-01-23,20.11
2024-01-24,20.12
2024-01-25,20.67
2024-01-26,20.28
2024-01-29,19.66
2024-01-30,18.96
2024-01-31,18.64
2024-02-01,18.65
2024-02-02,18.02
2024-02-05,17.59
2024-02-06,18.68
2024-02-07,19.2
2024-02-08,19.57
2024-02-19,19.59
2024-02-20,19.4
2024-02-21,19.7
2024-02-22,19.68
2024-02-23,19.85
2024-02-26,20.03
2024-02-27,20.32
2024-02-28,20.07
2024-02-29,20.58
2024-03-01,20.83
2024-03-04,20.98
2024-03-05,20.7
2024-03-06,21.13
2024-03-07,20.86
2024-03-08,20.89
2024-03-11,21.56
2024-03-12,21.88
2024-03-13,21.66
2024-03-14,21.4
2024-03-15,21.31
2024-03-18,21.45
2024-03-19,21.24
2024-03-20,21.25
2024-03-21,20.95
2024-03-22,20.63
2024-03-25,20.35
2024-03-26,20.48
2024-03-27,19.92
2024-03-28,20.16
2024-03-29,20.19
2024-04-01,20.41
2024-04-02,20.49
2024-04-03,20.2
2024-04-08,19.59
2024-04-09,20.38
2024-04-10,20.11
2024-04-11,20.0
2024-04-12,19.73
2024-04-15,19.92
2024-04-16,19.52
2024-04-17,20.09
2024-04-18,19.9
2024-04-19,19.49
2024-04-22,19.39
2024-04-23,19.11
2024-04-24,18.95
2024-04-25,18.87
2024-04-26,19.27
2024-04-29,20.22
2024-04-30,20.65
2024-05-06,20.55
2024-05-07,20.76
2024-05-08,20.71
2024-05-09,20.9
2024-05-10,21.12
2024-05-13,21.26
2024-05-14,21.05
2024-05-15,20.69
2024-05-16,20.68
2024-05-17,20.78
2024-05-20,21.83
2024-05-21,21.53
2024-05-22,21.98
2024-05-23,21.65
2024-05-24,21.94
2024-05-27,21.89
2024-05-28,21.93
2024-05-29,21.74
2024-05-30,21.75
2024-05-31,21.37
2024-06-03,21.03
2024-06-04,21.54
2024-06-05,21.04
2024-06-06,20.79
2024-06-07,20.57
2024-06-11,20.4
2024-06-12,20.34
2024-06-13,20.26
2024-06-14,20.64
2024-06-17,20.51
2024-06-18,20.55
2024-06-19,20.06
2024-06-20,19.76
2024-06-21,19.88
2024-06-24,19.63
2024-06-25,19.47
2024-06-26,19.77
2024-06-27,18.83
2024-06-28,19.06
2024-07-01,19.3
2024-07-02,18.7
2024-07-03,18.42
2024-07-04,18.46
2024-07-05,18.44
2024-07-08,18.14
2024-07-09,18.42
2024-07-10,18.17
2024-07-11,19.05
2024-07-12,18.84
2024-07-15,18.51
2024-07-16,18.59
2024-07-17,18.75
2024-07-18,18.96
2024-07-19,19.17
2024-07-22,19.05
2024-07-23,18.61
2024-07-24,18.44
2024-07-25,18.88
2024-07-26,19.23
2024-07-29,18.73
2024-07-30,18.63
2024-07-31,19.28
2024-08-01,19.14
2024-08-02,18.94
2024-08-05,18.63
2024-08-06,18.92
2024-08-07,19.11
2024-08-08,18.92
2024-08-09,18.74
2024-08-12,18.7
2024-08-13,18.74
2024-08-14,18.32
2024-08-15,18.31
2024-08-16,18.19
2024-08-19,17.99
2024-08-20,17.7
2024-08-21,17.45
2024-08-22,17.42
2024-08-23,17.42
2024-08-26,17.5
2024-08-27,17.09
2024-08-28,17.13
2024-08-29,17.45
2024-08-30,17.55
2024-09-02,18.65
2024-09-03,18.61
2024-09-04,18.75
2024-09-05,18.87
2024-09-06,18.53
2024-09-09,18.36
2024-09-10,18.32
2024-09-11,18.55
2024-09-12,18.65
2024-09-13,18.63
2024-09-18,18.64
2024-09-19,18.73
2024-09-20,18.58
2024-09-23,18.37
2024-09-24,19.06
2024-09-25,19.38
2024-09-26,19.95
2024-09-27,20.98
2024-09-30,22.74
2024-10-08,24.15
","date,60日,30日
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2024-01-10,20.328311550955654,20.961524372759857
2024-01-11,20.331249320087633,20.997858781362012
2024-01-12,20.34493524464254,21.04192365591398
2024-01-15,20.37396442421495,21.101646236559137
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2024-01-18,20.467292922615904,21.12542652329749
2024-01-19,20.4894674019793,21.072028315412187
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2024-01-23,20.475002537080403,20.823246236559136
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2024-01-26,20.415408148875628,20.479379569892476
2024-01-29,20.382904094583363,20.363185304659503
2024-01-30,20.323256264007455,20.184875985663087
2024-01-31,20.234504664954297,19.9429541218638
2024-02-01,20.121787357407268,19.66259032258064
2024-02-02,19.97495823575332,19.33613189964158
2024-02-05,19.791894808743173,18.972788530465948
2024-02-06,19.610863570547206,18.67401075268817
2024-02-07,19.450066348115133,18.474168100358423
2024-02-08,19.31968090705347,18.381384587813617
2024-02-19,19.21736433230088,18.379187096774192
2024-02-20,19.13540252071215,18.42884982078853
2024-02-21,19.078881739316568,18.518491756272404
2024-02-22,19.04153340384277,18.628918637992832
2024-02-23,19.020232951826955,18.761823297491038
2024-02-26,19.01507698118909,18.925393906810033
2024-02-27,19.02963577472237,19.130393906810035
2024-02-28,19.05420759990935,19.344418996415772
2024-02-29,19.098671507894544,19.587289605734767
2024-03-01,19.16410735690363,19.853339426523295
2024-03-04,19.24959492332099,20.130890681003578
2024-03-05,19.343518999773362,20.38090716845878
2024-03-06,19.453572020347004,20.61758064516129
2024-03-07,19.569120992923875,20.810355555555553
2024-03-08,19.688452853113745,20.96288673835125
2024-03-11,19.824776711742338,21.122334408602153
2024-03-12,19.981413405605498,21.303898924731183
2024-03-13,20.14759207776183,21.47856559139785
2024-03-14,20.313466948704388,21.624459498207887
2024-03-15,20.473708242048797,21.73046738351255
2024-03-18,20.631333031150056,21.802096415770613
2024-03-19,20.779069325879473,21.830426523297493
2024-03-20,20.91542346579033,21.829119713261655
2024-03-21,21.033274080229653,21.787202867383517
2024-03-22,21.12728267356651,21.696502508960577
2024-03-25,21.19382282616907,21.555444802867388
2024-03-26,21.238794534260023,21.39360215053764
2024-03-27,21.250298783712317,21.189360931899646
2024-03-28,21.240128641938004,20.980481003584227
2024-03-29,21.213826792324543,20.779521863799282
2024-04-01,21.18173298959986,20.605223297491037
2024-04-02,21.148517054468535,20.46376917562724
2024-04-03,21.108069930246025,20.34025089605735
2024-04-08,21.04711324318199,20.19556021505376
2024-04-09,20.988905177406764,20.08900860215054
2024-04-10,20.92560483241419,19.999444802867387
2024-04-11,20.85534194555665,19.92338172043011
2024-04-12,20.773210653219508,19.848841935483872
2024-04-15,20.686898611216034,19.793951612903232
2024-04-16,20.589685855304577,19.72756810035843
2024-04-17,20.498919732567803,19.69416379928316
2024-04-18,20.40894064616857,19.67647741935484
2024-04-19,20.311877685024303,19.64781612903226
2024-04-22,20.208493446400244,19.601751612903225
2024-04-23,20.094819684722122,19.527720788530466
2024-04-24,19.96988167636172,19.423001075268818
2024-04-25,19.836541417995015,19.300459856630827
2024-04-26,19.708331526529175,19.20079713261649
2024-04-29,19.611704955805696,19.184474551971327
2024-04-30,19.555276050716426,19.25857204301075
2024-05-06,19.531354347661853,19.392507885304664
2024-05-07,19.540125198307774,19.57434802867384
2024-05-08,19.57355552617662,19.772886379928323
2024-05-09,19.629304695172618,19.97833655913979
2024-05-10,19.7046196519856,20.19437311827958
2024-05-13,19.795277920475435,20.41949068100359
2024-05-14,19.891451172219284,20.631579211469536
2024-05-15,19.98255718188915,20.804867025089607
2024-05-16,20.06703678451814,20.93920394265233
2024-05-17,20.14715275994057,21.043091397849466
2024-05-20,20.24754460351036,21.18345304659498
2024-05-21,20.356845244390716,21.326428315412183
2024-05-22,20.484140804814785,21.48841720430107
2024-05-23,20.617999899272238,21.629440860215052
2024-05-24,20.762130606129286,21.76065555555556
2024-05-27,20.91063786482335,21.87020071684588
2024-05-28,21.059781439651484,21.964701075268813
2024-05-29,21.200483915036134,22.0316458781362
2024-05-30,21.332862645110925,22.077855913978496
2024-05-31,21.446812482687417,22.080806093189963
2024-06-03,21.536076238321876,22.031465591397854
2024-06-04,21.615839502908518,21.9777605734767
2024-06-05,21.67545036010174,21.894236917562726
2024-06-06,21.7118254387953,21.774730107526874
2024-06-07,21.72376678376269,21.618681720430107
2024-06-11,21.711235331520236,21.427706451612902
2024-06-12,21.67730783661958,21.214433333333332
2024-06-13,21.623393562237172,20.99457777777778
2024-06-14,21.561593758656297,20.807860573476702
2024-06-17,21.49292155825842,20.648107168458782
2024-06-18,21.42164921558259,20.5193688172043
2024-06-19,21.337889703104935,20.388805376344084
2024-06-20,21.237771310216313,20.243391756272402
2024-06-21,21.127886397975374,20.098778494623655
2024-06-24,21.00507633275415,19.95028279569892
2024-06-25,20.869055626904387,19.798462007168457
2024-06-26,20.73241338671905,19.673421505376343
2024-06-27,20.575562300118357,19.520375627240142
2024-06-28,20.410830286318653,19.367014336917563
2024-07-01,20.247769560071514,19.237665949820787
2024-07-02,20.0735999156405,19.096450537634407
2024-07-03,19.887284707008128,18.934440860215055
2024-07-04,19.69520772581904,18.77093978494624
2024-07-05,19.501879592556215,18.608557347670253
2024-07-08,19.305672005237845,18.43882114695341
2024-07-09,19.116909968270758,18.29602365591398
2024-07-10,18.93243884565989,18.16882043010753
2024-07-11,18.77799765178414,18.113391397849462
2024-07-12,18.646685962327815,18.102474910394267
2024-07-15,18.52870477953212,18.106507168458787
2024-07-16,18.425359270731033,18.123370967741938
2024-07-17,18.33910436025283,18.158590322580647
2024-07-18,18.272566134068647,18.2174788530466
2024-07-19,18.22806642366095,18.30858279569893
2024-07-22,18.198144248445015,18.41613835125448
2024-07-23,18.1712879680693,18.505164516129035
2024-07-24,18.143692786633427,18.56349605734767
2024-07-25,18.12594493968926,18.620858064516128
2024-07-26,18.12481017224447,18.697745519713262
2024-07-29,18.126040448490347,18.758513261648748
2024-07-30,18.127932436856288,18.79851756272401
2024-07-31,18.148118134773743,18.858262724014335
2024-08-01,18.181395727883963,18.91543835125448
2024-08-02,18.220045566719552,18.95802831541219
2024-08-05,18.25429890962202,18.973255913978498
2024-08-06,18.291571258593336,18.98210358422939
2024-08-07,18.336714197577503,18.993070250896054
2024-08-08,18.383395614565238,18.99653978494623
2024-08-09,18.425222576867874,18.986041935483865
2024-08-12,18.46274719221375,18.96514157706093
2024-08-13,18.498464329782685,18.937688172043007
2024-08-14,18.522162555715045,18.87939426523297
2024-08-15,18.534180428596613,18.799846594982075
2024-08-16,18.533384181964696,18.70145555555555
2024-08-19,18.5180043312936,18.58292831541218
2024-08-20,18.48405842209967,18.43710322580645
2024-08-21,18.429490355317164,18.263521505376342
2024-08-22,18.358202217269774,18.077155555555557
2024-08-23,18.276087305784294,17.892005376344084
2024-08-26,18.1890604492458,17.723507168458777
2024-08-27,18.09037813200373,17.551100716845877
2024-08-28,17.98551038755005,17.38675985663082
2024-08-29,17.885721645136112,17.256043369175625
2024-08-30,17.79466297751253,17.16378781362007
2024-09-02,17.73887676588351,17.174047311827955
2024-09-03,17.712297323159827,17.262715770609315
2024-09-04,17.713057251139478,17.414084587813615
2024-09-05,17.73846422905492,17.608756989247315
2024-09-06,17.77346560776611,17.802817921146957
2024-09-09,17.809228041348742,17.971072043010754
2024-09-10,17.841466583566266,18.113703942652332
2024-09-11,17.87294564478356,18.2467082437276
2024-09-12,17.90702363325023,18.374839068100364
2024-09-13,17.943428256654325,18.49602186379929
2024-09-18,17.98285782276951,18.60713333333333
2024-09-19,18.02790321321548,18.70929964157706
2024-09-20,18.07414700586739,18.785080645161294
2024-09-23,18.116015071390798,18.819953405017923
2024-09-24,18.170250755458188,18.862163799283156
2024-09-25,18.242169480748405,18.92531182795699
2024-09-26,18.342101445443326,19.039455555555552
2024-09-27,18.489163481151316,19.253597849462363
2024-09-30,18.7153356374808,19.64284551971326
2024-10-08,19.037105676009162,20.22887240143369
"
1630,CN,technical,"藏格矿业2025年01月13日至2025年09月21日, 最低价大于30日简单移动平均线的天数占比？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",9.0909,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low
2024-11-29,28.76,28.0
2024-12-02,28.42,28.31
2024-12-03,28.48,28.32
2024-12-04,28.21,28.08
2024-12-05,27.63,27.39
2024-12-06,27.85,27.49
2024-12-09,27.92,27.63
2024-12-10,27.81,27.75
2024-12-11,28.13,27.71
2024-12-12,28.75,28.04
2024-12-13,27.68,27.63
2024-12-16,27.12,27.0
2024-12-17,27.11,27.0
2024-12-18,27.17,27.12
2024-12-19,27.07,26.75
2024-12-20,27.08,26.95
2024-12-23,26.99,26.91
2024-12-24,27.75,27.05
2024-12-25,28.13,27.73
2024-12-26,27.99,27.69
2024-12-27,27.73,27.55
2024-12-30,27.9,27.62
2024-12-31,27.73,27.63
2025-01-02,27.28,27.1
2025-01-03,27.17,27.11
2025-01-06,27.9,27.27
2025-01-07,27.97,27.44
2025-01-08,27.73,27.2
2025-01-09,29.5,27.53
2025-01-17,32.45,32.45
2025-01-20,32.4,31.88
2025-01-21,31.23,30.7
2025-01-22,30.12,30.07
2025-01-23,29.99,29.91
2025-01-24,30.15,29.9
2025-01-27,30.76,30.15
2025-02-05,30.39,30.0
2025-02-06,31.21,30.14
2025-02-07,32.3,30.91
2025-02-10,31.97,31.7
2025-02-11,31.86,31.81
2025-02-12,32.58,31.62
2025-02-13,32.8,32.42
2025-02-14,32.8,32.5
2025-02-17,32.24,31.6
2025-02-18,32.5,32.08
2025-02-19,32.96,32.42
2025-02-20,33.39,32.9
2025-02-21,33.05,32.95
2025-02-24,33.09,32.96
2025-02-25,32.66,32.63
2025-02-26,32.71,32.49
2025-02-27,32.62,32.09
2025-02-28,31.95,31.9
2025-03-03,32.59,32.13
2025-03-04,32.6,32.35
2025-03-05,32.57,32.28
2025-03-06,32.97,32.57
2025-03-07,33.03,32.9
2025-03-10,33.57,32.88
2025-03-11,35.01,33.17
2025-03-12,37.31,34.72
2025-03-13,37.2,36.9
2025-03-14,36.8,36.67
2025-03-17,36.79,36.38
2025-03-18,37.2,36.8
2025-03-19,36.62,36.45
2025-03-20,36.86,36.73
2025-03-21,36.16,35.92
2025-03-24,35.86,35.49
2025-03-25,35.65,35.48
2025-03-26,35.7,35.58
2025-03-27,36.03,35.58
2025-03-28,35.81,35.71
2025-03-31,35.84,35.46
2025-04-01,37.03,35.84
2025-04-02,36.37,36.2
2025-04-03,36.15,35.84
2025-04-07,32.54,32.54
2025-04-08,32.21,31.2
2025-04-09,33.02,31.0
2025-04-10,33.54,33.22
2025-04-11,33.94,33.5
2025-04-14,34.43,33.99
2025-04-15,34.38,34.03
2025-04-16,33.98,33.46
2025-04-17,34.73,33.88
2025-04-18,34.6,34.33
2025-04-21,35.45,34.55
2025-04-22,35.41,35.22
2025-04-23,35.7,35.2
2025-04-24,36.25,35.59
2025-04-25,36.0,35.94
2025-04-28,36.38,35.9
2025-04-29,35.84,35.5
2025-04-30,36.14,35.67
2025-05-06,36.89,36.09
2025-05-07,36.59,36.43
2025-05-08,35.81,35.61
2025-05-09,36.58,35.76
2025-05-12,36.34,35.84
2025-05-13,36.4,36.16
2025-05-14,36.84,36.37
2025-05-15,36.4,36.0
2025-05-16,36.1,35.92
2025-05-19,35.77,35.7
2025-05-20,35.7,35.66
2025-05-21,36.36,35.85
2025-05-22,36.46,36.17
2025-05-23,36.8,36.65
2025-05-26,37.55,36.88
2025-05-27,37.67,37.31
2025-05-28,36.89,36.78
2025-05-29,36.61,36.55
2025-05-30,36.26,36.26
2025-06-03,36.28,36.01
2025-06-04,36.76,36.22
2025-06-05,36.6,36.56
2025-06-06,37.58,36.7
2025-06-09,37.6,36.93
2025-06-10,38.29,37.41
2025-06-11,39.77,38.23
2025-06-12,40.69,39.61
2025-06-13,40.46,40.37
2025-06-16,40.82,40.32
2025-06-17,40.77,40.7
2025-06-18,40.9,40.5
2025-06-19,40.89,40.65
2025-06-20,40.8,40.55
2025-06-23,41.01,40.48
2025-06-24,42.25,41.43
2025-06-25,42.22,41.7
2025-06-26,42.05,41.73
2025-06-27,43.74,42.22
2025-06-30,42.67,42.4
2025-07-01,43.57,42.11
2025-07-02,43.8,43.17
2025-07-03,43.44,43.2
2025-07-04,42.89,42.3
2025-07-07,42.32,41.99
2025-07-08,42.26,41.82
2025-07-09,41.56,41.34
2025-07-10,41.43,41.31
2025-07-11,41.76,41.43
2025-07-14,42.99,42.59
2025-07-15,42.86,42.66
2025-07-16,42.38,42.15
2025-07-17,42.92,41.72
2025-07-18,43.75,42.86
2025-07-21,44.59,43.7
2025-07-22,46.78,44.54
2025-07-23,46.76,46.36
2025-07-24,47.68,46.4
2025-07-25,47.09,46.78
2025-07-28,47.44,46.1
2025-07-29,47.68,47.21
2025-07-30,48.15,47.45
2025-07-31,45.95,45.75
2025-08-01,46.06,45.82
2025-08-04,47.82,46.8
2025-08-05,48.8,47.72
2025-08-06,50.0,48.6
2025-08-07,50.42,49.83
2025-08-08,50.58,49.76
2025-08-11,50.46,49.61
2025-08-12,50.51,49.77
2025-08-13,51.0,50.52
2025-08-14,50.31,50.1
2025-08-15,50.53,49.86
2025-08-18,49.79,49.51
2025-08-19,49.84,49.69
2025-08-20,50.22,49.58
2025-08-21,49.85,49.77
2025-08-22,49.56,49.37
2025-08-25,50.74,49.9
2025-08-26,51.53,50.25
2025-08-27,49.63,49.63
2025-08-28,50.69,49.55
2025-08-29,53.91,50.62
2025-09-01,54.79,53.33
2025-09-02,55.44,55.0
2025-09-03,55.32,54.63
2025-09-04,53.53,52.61
2025-09-05,55.56,52.95
2025-09-08,55.68,55.08
2025-09-09,55.82,54.61
2025-09-10,54.79,53.66
2025-09-11,55.75,54.66
2025-09-12,56.31,55.81
2025-09-15,56.77,55.8
2025-09-16,55.55,54.8
2025-09-17,55.4,54.49
2025-09-18,53.77,53.18
2025-09-19,54.3,53.63
","date,30日,low
2025-01-17,27.98033333333333,32.45
2025-01-20,28.101666666666667,31.88
2025-01-21,28.195333333333334,30.7
2025-01-22,28.25,30.07
2025-01-23,28.30933333333333,29.91
2025-01-24,28.39333333333333,29.9
2025-01-27,28.490333333333336,30.15
2025-02-05,28.57266666666667,30.0
2025-02-06,28.685999999999996,30.14
2025-02-07,28.825,30.91
2025-02-10,28.93233333333333,31.7
2025-02-11,29.071666666666665,31.81
2025-02-12,29.253666666666668,31.62
2025-02-13,29.44333333333333,32.42
2025-02-14,29.631000000000004,32.5
2025-02-17,29.803333333333335,31.6
2025-02-18,29.983999999999998,32.08
2025-02-19,30.183,32.42
2025-02-20,30.371,32.9
2025-02-21,30.535000000000004,32.95
2025-02-24,30.705000000000002,32.96
2025-02-25,30.869333333333334,32.63
2025-02-26,31.02966666666667,32.49
2025-02-27,31.192666666666664,32.09
2025-02-28,31.348333333333333,31.9
2025-03-03,31.529,32.13
2025-03-04,31.68566666666667,32.35
2025-03-05,31.839,32.28
2025-03-06,32.013666666666666,32.57
2025-03-07,32.13133333333333,32.9
2025-03-10,32.16866666666667,32.88
2025-03-11,32.25566666666667,33.17
2025-03-12,32.458333333333336,34.72
2025-03-13,32.69433333333333,36.9
2025-03-14,32.92133333333333,36.67
2025-03-17,33.14266666666667,36.38
2025-03-18,33.35733333333333,36.8
2025-03-19,33.565,36.45
2025-03-20,33.75333333333334,36.73
2025-03-21,33.882,35.92
2025-03-24,34.01166666666667,35.49
2025-03-25,34.138000000000005,35.48
2025-03-26,34.242,35.58
2025-03-27,34.349666666666664,35.58
2025-03-28,34.45,35.71
2025-03-31,34.57,35.46
2025-04-01,34.721,35.84
2025-04-02,34.834666666666664,36.2
2025-04-03,34.92666666666666,35.84
2025-04-07,34.909666666666666,32.54
2025-04-08,34.880333333333326,31.2
2025-04-09,34.89233333333333,31.0
2025-04-10,34.919999999999995,33.22
2025-04-11,34.964000000000006,33.5
2025-04-14,35.04666666666667,33.99
2025-04-15,35.10633333333333,34.03
2025-04-16,35.15233333333333,33.46
2025-04-17,35.224333333333334,33.88
2025-04-18,35.278666666666666,34.33
2025-04-21,35.35933333333333,34.55
2025-04-22,35.42066666666667,35.22
2025-04-23,35.44366666666667,35.2
2025-04-24,35.40833333333333,35.59
2025-04-25,35.36833333333334,35.94
2025-04-28,35.35433333333333,35.9
2025-04-29,35.32266666666667,35.5
2025-04-30,35.287333333333336,35.67
2025-05-06,35.29633333333334,36.09
2025-05-07,35.287333333333336,36.43
2025-05-08,35.275666666666666,35.61
2025-05-09,35.29966666666667,35.76
2025-05-12,35.32266666666667,35.84
2025-05-13,35.346000000000004,36.16
2025-05-14,35.373000000000005,36.37
2025-05-15,35.39266666666667,36.0
2025-05-16,35.40133333333333,35.92
2025-05-19,35.35933333333333,35.7
2025-05-20,35.337,35.66
2025-05-21,35.344,35.85
2025-05-22,35.474666666666664,36.17
2025-05-23,35.62766666666666,36.65
2025-05-26,35.77866666666667,36.88
2025-05-27,35.916333333333334,37.31
2025-05-28,36.01466666666667,36.78
2025-05-29,36.087333333333326,36.55
2025-05-30,36.15,36.26
2025-06-03,36.22666666666667,36.01
2025-06-04,36.294333333333334,36.22
2025-06-05,36.361000000000004,36.56
2025-06-06,36.432,36.7
2025-06-09,36.505,36.93
2025-06-10,36.59133333333333,37.41
2025-06-11,36.708666666666666,38.23
2025-06-12,36.864999999999995,39.61
2025-06-13,37.001,40.37
2025-06-16,37.167,40.32
2025-06-17,37.321333333333335,40.7
2025-06-18,37.455,40.5
2025-06-19,37.598333333333336,40.65
2025-06-20,37.76466666666667,40.55
2025-06-23,37.91233333333333,40.48
2025-06-24,38.10933333333333,41.43
2025-06-25,38.30333333333333,41.7
2025-06-26,38.477,41.73
2025-06-27,38.721666666666664,42.22
2025-06-30,38.940666666666665,42.4
2025-07-01,39.20066666666666,42.11
2025-07-02,39.470666666666666,43.17
2025-07-03,39.70666666666667,43.2
2025-07-04,39.92100000000001,42.3
2025-07-07,40.105000000000004,41.99
2025-07-08,40.26199999999999,41.82
2025-07-09,40.391666666666666,41.34
2025-07-10,40.543,41.31
2025-07-11,40.714666666666666,41.43
2025-07-14,40.939,42.59
2025-07-15,41.15833333333333,42.66
2025-07-16,41.34566666666667,42.15
2025-07-17,41.556333333333335,41.72
2025-07-18,41.76200000000001,42.86
2025-07-21,41.995000000000005,43.7
2025-07-22,42.278,44.54
2025-07-23,42.510999999999996,46.36
2025-07-24,42.744,46.4
2025-07-25,42.965,46.78
2025-07-28,43.18566666666666,46.1
2025-07-29,43.416000000000004,47.21
2025-07-30,43.657666666666664,47.45
2025-07-31,43.82633333333333,45.75
2025-08-01,44.001666666666665,45.82
2025-08-04,44.22866666666667,46.8
2025-08-05,44.447,47.72
2025-08-06,44.70633333333333,48.6
2025-08-07,44.98533333333333,49.83
2025-08-08,45.21333333333334,49.76
2025-08-11,45.473,49.61
2025-08-12,45.70433333333334,49.77
2025-08-13,45.94433333333334,50.52
2025-08-14,46.17333333333333,50.1
2025-08-15,46.428,49.86
2025-08-18,46.677,49.51
2025-08-19,46.92966666666667,49.69
2025-08-20,47.218333333333334,49.58
2025-08-21,47.499,49.77
2025-08-22,47.759,49.37
2025-08-25,48.01733333333333,49.9
2025-08-26,48.306333333333335,50.25
2025-08-27,48.548,49.63
2025-08-28,48.806999999999995,49.55
2025-08-29,49.14566666666666,50.62
2025-09-01,49.48566666666667,53.33
2025-09-02,49.77433333333333,55.0
2025-09-03,50.059666666666665,54.63
2025-09-04,50.254666666666665,52.61
2025-09-05,50.537000000000006,52.95
2025-09-08,50.81166666666666,55.08
2025-09-09,51.083,54.61
2025-09-10,51.30433333333334,53.66
2025-09-11,51.631,54.66
2025-09-12,51.97266666666667,55.81
2025-09-15,52.270999999999994,55.8
2025-09-16,52.495999999999995,54.8
2025-09-17,52.676,54.49
2025-09-18,52.787666666666674,53.18
2025-09-19,52.91166666666666,53.63
"
1631,CN,technical,正泰电器从2025年08月03日到2025年10月24日，收盘价小于20日简单移动平均线的天数比例是多少？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,79.6296,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low
2025-07-08,23.37,22.88
2025-07-09,23.1,23.05
2025-07-10,22.97,22.95
2025-07-11,23.0,22.96
2025-07-14,23.15,23.01
2025-07-15,22.86,22.8
2025-07-16,22.59,22.55
2025-07-17,22.78,22.61
2025-07-18,22.68,22.58
2025-07-21,23.18,22.68
2025-07-22,23.6,23.12
2025-07-23,23.23,23.2
2025-07-24,23.44,23.19
2025-07-25,23.31,23.26
2025-07-28,23.39,23.12
2025-07-29,23.5,23.05
2025-07-30,23.22,23.08
2025-07-31,22.75,22.71
2025-08-01,22.81,22.75
2025-08-04,22.73,22.56
2025-08-05,22.93,22.73
2025-08-06,22.9,22.86
2025-08-07,22.8,22.68
2025-08-08,23.31,22.77
2025-08-11,23.5,23.11
2025-08-12,23.65,23.35
2025-08-13,23.59,23.48
2025-08-14,23.29,23.25
2025-08-15,24.35,23.29
2025-08-18,24.55,24.21
2025-08-19,24.21,24.12
2025-08-20,24.3,24.0
2025-08-21,24.22,24.13
2025-08-22,24.33,24.1
2025-08-25,24.74,24.28
2025-08-26,25.48,24.58
2025-08-27,25.33,25.28
2025-08-28,27.86,26.59
2025-08-29,27.41,27.15
2025-09-01,27.9,27.49
2025-09-02,27.13,26.81
2025-09-03,28.2,26.9
2025-09-04,27.72,27.35
2025-09-05,28.98,27.5
2025-09-08,28.43,28.06
2025-09-09,27.87,27.7
2025-09-10,27.66,27.31
2025-09-11,28.57,27.7
2025-09-12,27.91,27.86
2025-09-15,27.78,27.6
2025-09-16,27.61,27.13
2025-09-17,28.13,27.36
2025-09-18,27.93,27.58
2025-09-19,27.97,27.65
2025-09-22,27.42,27.19
2025-09-23,28.19,27.23
2025-09-24,28.46,27.61
2025-09-25,28.93,28.21
2025-09-26,29.09,28.71
2025-09-29,29.41,28.68
2025-09-30,30.71,29.21
2025-10-09,32.16,31.02
2025-10-10,30.98,30.7
2025-10-13,30.21,29.38
2025-10-14,29.94,29.73
2025-10-15,30.2,29.46
2025-10-16,30.64,29.83
2025-10-17,28.68,28.5
2025-10-20,28.7,28.51
2025-10-21,28.96,28.59
2025-10-22,28.84,28.39
2025-10-23,28.7,28.11
2025-10-24,29.11,28.81
","date,20日,close
2025-08-04,23.083000000000002,22.73
2025-08-05,23.061,22.93
2025-08-06,23.051,22.9
2025-08-07,23.0425,22.8
2025-08-08,23.058,23.31
2025-08-11,23.0755,23.5
2025-08-12,23.115000000000002,23.65
2025-08-13,23.165,23.59
2025-08-14,23.1905,23.29
2025-08-15,23.274,24.35
2025-08-18,23.342499999999998,24.55
2025-08-19,23.373,24.21
2025-08-20,23.4265,24.3
2025-08-21,23.4655,24.22
2025-08-22,23.5165,24.33
2025-08-25,23.584,24.74
2025-08-26,23.683,25.48
2025-08-27,23.7885,25.33
2025-08-28,24.044,27.86
2025-08-29,24.273999999999997,27.41
2025-09-01,24.5325,27.9
2025-09-02,24.7425,27.13
2025-09-03,25.0075,28.2
2025-09-04,25.2535,27.72
2025-09-05,25.537,28.98
2025-09-08,25.783499999999997,28.43
2025-09-09,25.9945,27.87
2025-09-10,26.198,27.66
2025-09-11,26.462,28.57
2025-09-12,26.639999999999997,27.91
2025-09-15,26.801499999999997,27.78
2025-09-16,26.9715,27.61
2025-09-17,27.163,28.13
2025-09-18,27.3485,27.93
2025-09-19,27.530499999999996,27.97
2025-09-22,27.664499999999997,27.42
2025-09-23,27.8,28.19
2025-09-24,27.9565,28.46
2025-09-25,28.01,28.93
2025-09-26,28.094,29.09
2025-09-29,28.169500000000006,29.41
2025-09-30,28.3485,30.71
2025-10-09,28.5465,32.16
2025-10-10,28.7095,30.98
2025-10-13,28.770999999999997,30.21
2025-10-14,28.846500000000002,29.94
2025-10-15,28.963,30.2
2025-10-16,29.112000000000002,30.64
2025-10-17,29.1175,28.68
2025-10-20,29.157,28.7
2025-10-21,29.216,28.96
2025-10-22,29.277500000000003,28.84
2025-10-23,29.306,28.7
2025-10-24,29.365,29.11
"
1632,CN,technical,在2023年06月15日至2024年03月22日期间，对于中际旭创的简单移动平均线，收盘价小于10日线的天数占总天数的百分比？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,47.5936,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low
2023-06-02,106.7,104.21
2023-06-05,111.2,105.0
2023-06-06,107.31,106.18
2023-06-07,108.11,105.53
2023-06-08,106.72,103.27
2023-06-09,115.2,103.5
2023-06-12,121.5,114.0
2023-06-13,121.55,118.04
2023-06-14,129.55,121.7
2023-06-15,134.79,132.0
2023-06-16,155.0,132.64
2023-06-19,160.01,153.46
2023-06-20,170.0,156.1
2023-06-21,159.9,157.05
2023-06-26,148.0,145.24
2023-06-27,147.2,144.99
2023-06-28,141.98,132.96
2023-06-29,148.01,143.5
2023-06-30,147.45,144.02
2023-07-03,146.0,138.89
2023-07-04,146.52,145.0
2023-07-05,138.96,138.72
2023-07-06,139.8,137.7
2023-07-07,146.99,136.23
2023-07-10,143.6,137.04
2023-07-11,148.5,142.58
2023-07-12,138.79,138.79
2023-07-13,154.2,141.84
2023-07-14,155.39,151.11
2023-07-17,157.71,153.93
2023-07-18,151.29,149.99
2023-07-19,149.0,148.92
2023-07-20,130.0,129.55
2023-07-21,130.24,125.71
2023-07-24,131.0,128.88
2023-07-25,134.25,130.01
2023-07-26,129.04,127.03
2023-07-27,127.9,126.11
2023-07-28,126.9,124.6
2023-07-31,128.0,124.0
2023-08-01,134.8,127.66
2023-08-02,133.8,130.52
2023-08-03,130.51,128.33
2023-08-04,139.95,129.51
2023-08-07,141.75,138.88
2023-08-08,134.51,134.5
2023-08-09,126.84,126.61
2023-08-10,124.01,122.01
2023-08-11,121.98,121.98
2023-08-14,123.52,120.31
2023-08-15,121.9,121.01
2023-08-16,121.01,118.11
2023-08-17,122.25,117.18
2023-08-18,115.51,115.51
2023-08-21,117.87,115.3
2023-08-22,126.0,118.15
2023-08-23,119.0,118.1
2023-08-24,121.0,119.33
2023-08-25,106.95,106.01
2023-08-28,111.5,110.1
2023-08-29,115.19,109.53
2023-08-30,116.0,113.38
2023-08-31,114.62,113.75
2023-09-01,112.15,110.85
2023-09-04,112.35,110.75
2023-09-05,109.01,108.12
2023-09-06,109.7,106.8
2023-09-07,106.31,106.11
2023-09-08,105.25,102.0
2023-09-11,109.2,104.52
2023-09-12,109.92,107.55
2023-09-13,106.67,105.36
2023-09-14,102.65,102.5
2023-09-15,98.68,97.41
2023-09-18,95.5,94.72
2023-09-19,96.5,93.69
2023-09-20,97.15,96.0
2023-09-21,97.37,96.21
2023-09-22,111.08,97.5
2023-09-25,107.5,106.8
2023-09-26,111.8,109.3
2023-09-27,114.07,111.25
2023-09-28,115.8,114.02
2023-10-09,111.06,107.51
2023-10-10,109.45,107.98
2023-10-11,109.73,107.66
2023-10-12,106.67,105.63
2023-10-13,102.37,100.9
2023-10-16,100.01,99.38
2023-10-17,100.56,97.88
2023-10-18,97.45,93.22
2023-10-19,94.64,94.23
2023-10-20,94.07,93.76
2023-10-23,96.1,93.7
2023-10-24,95.8,94.52
2023-10-25,88.01,87.8
2023-10-26,89.9,87.61
2023-10-27,89.41,87.42
2023-10-30,89.82,87.5
2023-10-31,87.75,85.91
2023-11-01,85.22,85.05
2023-11-02,85.93,85.9
2023-11-03,88.65,86.5
2023-11-06,91.42,89.0
2023-11-07,99.2,90.28
2023-11-08,96.65,95.71
2023-11-09,100.99,98.3
2023-11-10,101.54,100.0
2023-11-13,104.9,103.8
2023-11-14,105.01,102.55
2023-11-15,104.0,100.13
2023-11-16,100.04,100.01
2023-11-17,105.59,100.09
2023-11-20,102.35,100.58
2023-11-21,103.57,103.09
2023-11-22,97.36,97.3
2023-11-23,98.14,95.8
2023-11-24,94.4,93.86
2023-11-27,97.88,94.0
2023-11-28,94.75,94.06
2023-11-29,94.74,93.45
2023-11-30,94.92,93.58
2023-12-01,100.0,93.14
2023-12-04,102.78,100.1
2023-12-05,100.8,100.51
2023-12-06,100.68,98.8
2023-12-07,104.37,100.22
2023-12-08,117.5,106.03
2023-12-11,120.15,114.22
2023-12-12,114.96,112.0
2023-12-13,113.4,113.13
2023-12-14,112.81,112.1
2023-12-15,110.05,108.56
2023-12-18,113.39,108.51
2023-12-19,113.19,109.99
2023-12-20,109.3,107.55
2023-12-21,114.19,107.44
2023-12-22,110.39,109.38
2023-12-25,111.25,107.68
2023-12-26,106.96,105.61
2023-12-27,107.13,106.61
2023-12-28,109.01,106.4
2023-12-29,112.91,109.08
2024-01-02,110.61,110.53
2024-01-03,104.99,104.89
2024-01-04,104.0,102.36
2024-01-05,100.03,99.2
2024-01-08,98.8,97.82
2024-01-09,101.32,100.5
2024-01-10,100.0,98.3
2024-01-11,103.39,99.91
2024-01-12,100.56,99.56
2024-01-15,101.88,99.36
2024-01-16,100.29,98.4
2024-01-17,99.02,99.02
2024-01-18,109.83,96.83
2024-01-19,111.0,110.39
2024-01-22,111.6,110.99
2024-01-23,114.0,110.84
2024-01-24,113.7,108.98
2024-01-25,118.35,111.42
2024-01-26,115.96,113.8
2024-01-29,103.82,96.7
2024-01-30,101.2,100.73
2024-01-31,102.8,98.75
2024-02-01,111.05,101.55
2024-02-02,109.85,107.7
2024-02-05,112.0,107.87
2024-02-06,124.88,109.8
2024-02-07,124.61,121.59
2024-02-08,127.0,124.8
2024-02-19,152.4,133.86
2024-02-20,159.5,151.0
2024-02-21,149.96,147.3
2024-02-22,154.51,149.47
2024-02-23,147.73,147.05
2024-02-26,149.03,142.03
2024-02-27,161.94,146.02
2024-02-28,149.81,149.81
2024-02-29,155.16,151.0
2024-03-01,161.1,156.03
2024-03-04,165.66,160.11
2024-03-05,169.16,162.62
2024-03-06,167.28,162.84
2024-03-07,164.14,164.0
2024-03-08,174.99,164.65
2024-03-11,170.6,164.28
2024-03-12,164.85,159.77
2024-03-13,165.0,164.89
2024-03-14,169.53,162.0
2024-03-15,177.36,165.59
2024-03-18,179.99,177.59
2024-03-19,173.81,171.45
2024-03-20,168.96,166.0
2024-03-21,167.68,166.33
2024-03-22,167.68,166.36
","date,10日,close
2023-06-15,116.263,134.79
2023-06-16,121.093,155.0
2023-06-19,125.974,160.01
2023-06-20,132.243,170.0
2023-06-21,137.422,159.9
2023-06-26,141.55,148.0
2023-06-27,144.75,147.2
2023-06-28,146.798,141.98
2023-06-29,149.44400000000002,148.01
2023-06-30,151.23399999999998,147.45
2023-07-03,152.355,146.0
2023-07-04,151.507,146.52
2023-07-05,149.402,138.96
2023-07-06,146.382,139.8
2023-07-07,145.091,146.99
2023-07-10,144.651,143.6
2023-07-11,144.781,148.5
2023-07-12,144.462,138.79
2023-07-13,145.081,154.2
2023-07-14,145.875,155.39
2023-07-17,147.046,157.71
2023-07-18,147.523,151.29
2023-07-19,148.527,149.0
2023-07-20,147.547,130.0
2023-07-21,145.872,130.24
2023-07-24,144.61200000000002,131.0
2023-07-25,143.187,134.25
2023-07-26,142.21200000000002,129.04
2023-07-27,139.582,127.9
2023-07-28,136.733,126.9
2023-07-31,133.762,128.0
2023-08-01,132.113,134.8
2023-08-02,130.593,133.8
2023-08-03,130.644,130.51
2023-08-04,131.61499999999998,139.95
2023-08-07,132.69,141.75
2023-08-08,132.71599999999998,134.51
2023-08-09,132.496,126.84
2023-08-10,132.10700000000003,124.01
2023-08-11,131.615,121.98
2023-08-14,131.167,123.52
2023-08-15,129.877,121.9
2023-08-16,128.59799999999998,121.01
2023-08-17,127.77199999999998,122.25
2023-08-18,125.328,115.51
2023-08-21,122.94000000000001,117.87
2023-08-22,122.08900000000001,126.0
2023-08-23,121.30499999999999,119.0
2023-08-24,121.00399999999999,121.0
2023-08-25,119.501,106.95
2023-08-28,118.299,111.5
2023-08-29,117.62800000000001,115.19
2023-08-30,117.127,116.0
2023-08-31,116.364,114.62
2023-09-01,116.02800000000002,112.15
2023-09-04,115.476,112.35
2023-09-05,113.777,109.01
2023-09-06,112.84700000000001,109.7
2023-09-07,111.378,106.31
2023-09-08,111.208,105.25
2023-09-11,110.978,109.2
2023-09-12,110.451,109.92
2023-09-13,109.518,106.67
2023-09-14,108.321,102.65
2023-09-15,106.974,98.68
2023-09-18,105.28900000000002,95.5
2023-09-19,104.03800000000001,96.5
2023-09-20,102.78299999999999,97.15
2023-09-21,101.88900000000001,97.37
2023-09-22,102.47200000000001,111.08
2023-09-25,102.30199999999999,107.5
2023-09-26,102.49000000000001,111.8
2023-09-27,103.22999999999999,114.07
2023-09-28,104.545,115.8
2023-10-09,105.78299999999999,111.06
2023-10-10,107.178,109.45
2023-10-11,108.501,109.73
2023-10-12,109.453,106.67
2023-10-13,109.953,102.37
2023-10-16,108.846,100.01
2023-10-17,108.152,100.56
2023-10-18,106.71700000000001,97.45
2023-10-19,104.774,94.64
2023-10-20,102.601,94.07
2023-10-23,101.10499999999999,96.1
2023-10-24,99.74,95.8
2023-10-25,97.56800000000001,88.01
2023-10-26,95.89099999999999,89.9
2023-10-27,94.595,89.41
2023-10-30,93.576,89.82
2023-10-31,92.295,87.75
2023-11-01,91.072,85.22
2023-11-02,90.201,85.93
2023-11-03,89.65899999999999,88.65
2023-11-06,89.191,91.42
2023-11-07,89.53099999999999,99.2
2023-11-08,90.39500000000001,96.65
2023-11-09,91.504,100.99
2023-11-10,92.71700000000001,101.54
2023-11-13,94.225,104.9
2023-11-14,95.951,105.01
2023-11-15,97.829,104.0
2023-11-16,99.24000000000001,100.04
2023-11-17,100.934,105.59
2023-11-20,102.027,102.35
2023-11-21,102.46399999999998,103.57
2023-11-22,102.535,97.36
2023-11-23,102.25,98.14
2023-11-24,101.536,94.4
2023-11-27,100.834,97.88
2023-11-28,99.808,94.75
2023-11-29,98.882,94.74
2023-11-30,98.36999999999999,94.92
2023-12-01,97.81099999999999,100.0
2023-12-04,97.854,102.78
2023-12-05,97.577,100.8
2023-12-06,97.90899999999999,100.68
2023-12-07,98.532,104.37
2023-12-08,100.842,117.5
2023-12-11,103.069,120.15
2023-12-12,105.09,114.96
2023-12-13,106.95599999999999,113.4
2023-12-14,108.745,112.81
2023-12-15,109.75,110.05
2023-12-18,110.811,113.39
2023-12-19,112.05,113.19
2023-12-20,112.912,109.3
2023-12-21,113.89399999999998,114.19
2023-12-22,113.18299999999999,110.39
2023-12-25,112.29299999999998,111.25
2023-12-26,111.49300000000001,106.96
2023-12-27,110.86599999999999,107.13
2023-12-28,110.48599999999999,109.01
2023-12-29,110.772,112.91
2024-01-02,110.49399999999999,110.61
2024-01-03,109.674,104.99
2024-01-04,109.144,104.0
2024-01-05,107.728,100.03
2024-01-08,106.569,98.8
2024-01-09,105.576,101.32
2024-01-10,104.88,100.0
2024-01-11,104.506,103.39
2024-01-12,103.66099999999999,100.56
2024-01-15,102.55799999999999,101.88
2024-01-16,101.526,100.29
2024-01-17,100.929,99.02
2024-01-18,101.512,109.83
2024-01-19,102.609,111.0
2024-01-22,103.88900000000001,111.6
2024-01-23,105.157,114.0
2024-01-24,106.527,113.7
2024-01-25,108.023,118.35
2024-01-26,109.56300000000002,115.96
2024-01-29,109.75699999999999,103.82
2024-01-30,109.848,101.2
2024-01-31,110.226,102.8
2024-02-01,110.348,111.05
2024-02-02,110.23299999999999,109.85
2024-02-05,110.273,112.0
2024-02-06,111.36100000000002,124.88
2024-02-07,112.452,124.61
2024-02-08,113.31699999999998,127.0
2024-02-19,116.96100000000001,152.4
2024-02-20,122.529,159.5
2024-02-21,127.405,149.96
2024-02-22,132.576,154.51
2024-02-23,136.24399999999997,147.73
2024-02-26,140.16199999999998,149.03
2024-02-27,145.156,161.94
2024-02-28,147.64899999999997,149.81
2024-02-29,150.704,155.16
2024-03-01,154.11399999999998,161.1
2024-03-04,155.44,165.66
2024-03-05,156.406,169.16
2024-03-06,158.138,167.28
2024-03-07,159.101,164.14
2024-03-08,161.827,174.99
2024-03-11,163.984,170.6
2024-03-12,164.275,164.85
2024-03-13,165.794,165.0
2024-03-14,167.231,169.53
2024-03-15,168.85700000000003,177.36
2024-03-18,170.29000000000002,179.99
2024-03-19,170.755,173.81
2024-03-20,170.923,168.96
2024-03-21,171.277,167.68
2024-03-22,170.546,167.68
"
1633,CN,technical,2022年12月29日-2023年03月13日，中国核电的开盘价小于20日简单移动平均线的天数占比多少？（%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.8085,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-12-02,6.24,6.21,6.23
2022-12-05,6.47,6.27,6.27
2022-12-06,6.42,6.34,6.46
2022-12-07,6.31,6.28,6.4
2022-12-08,6.31,6.26,6.3
2022-12-09,6.26,6.22,6.28
2022-12-12,6.18,6.16,6.25
2022-12-13,6.21,6.18,6.18
2022-12-14,6.19,6.17,6.24
2022-12-15,6.15,6.14,6.17
2022-12-16,6.19,6.13,6.15
2022-12-19,6.06,6.04,6.17
2022-12-20,6.05,6.01,6.04
2022-12-21,6.03,6.01,6.06
2022-12-22,5.96,5.94,6.05
2022-12-23,5.96,5.92,5.93
2022-12-26,5.97,5.94,5.96
2022-12-27,6.0,5.98,5.99
2022-12-28,6.05,5.97,5.99
2022-12-29,5.99,5.97,6.03
2022-12-30,6.0,5.98,6.0
2023-01-03,6.09,5.99,6.01
2023-01-04,6.07,6.06,6.08
2023-01-05,6.04,6.03,6.07
2023-01-06,6.06,6.04,6.05
2023-01-09,6.06,6.05,6.07
2023-01-10,5.98,5.96,6.05
2023-01-11,5.97,5.95,6.0
2023-01-12,5.98,5.96,5.96
2023-01-13,5.99,5.93,5.98
2023-01-16,6.0,5.97,5.98
2023-01-17,5.97,5.95,6.0
2023-01-18,5.98,5.96,5.96
2023-01-19,6.0,5.95,5.97
2023-01-20,6.02,5.96,5.98
2023-01-30,6.03,6.0,6.05
2023-01-31,6.04,6.01,6.02
2023-02-01,6.09,6.03,6.05
2023-02-02,6.05,6.04,6.09
2023-02-03,6.01,5.99,6.05
2023-02-06,6.0,5.98,5.99
2023-02-07,6.01,5.98,6.0
2023-02-08,5.98,5.98,6.01
2023-02-09,6.01,5.98,5.98
2023-02-10,6.02,5.98,6.0
2023-02-13,6.01,6.0,6.02
2023-02-14,6.03,6.01,6.02
2023-02-15,5.99,5.99,6.02
2023-02-16,5.95,5.93,5.99
2023-02-17,5.94,5.93,5.95
2023-02-20,6.0,5.93,5.94
2023-02-21,6.05,5.99,6.0
2023-02-22,6.03,6.01,6.03
2023-02-23,6.01,5.99,6.04
2023-02-24,5.99,5.98,6.02
2023-02-27,6.02,5.98,5.99
2023-02-28,6.06,6.02,6.05
2023-03-01,6.22,6.05,6.06
2023-03-02,6.42,6.21,6.24
2023-03-03,6.52,6.37,6.42
2023-03-06,6.52,6.5,6.55
2023-03-07,6.49,6.48,6.49
2023-03-08,6.56,6.43,6.45
2023-03-09,6.52,6.47,6.57
2023-03-10,6.49,6.44,6.48
2023-03-13,6.62,6.45,6.48
","date,20日,open
2022-12-29,6.15,6.03
2022-12-30,6.138,6.0
2023-01-03,6.119000000000001,6.01
2023-01-04,6.1015,6.08
2023-01-05,6.088,6.07
2023-01-06,6.0755,6.05
2023-01-09,6.065499999999999,6.07
2023-01-10,6.0555,6.05
2023-01-11,6.0435,6.0
2023-01-12,6.0329999999999995,5.96
2023-01-13,6.025,5.98
2023-01-16,6.0155,5.98
2023-01-17,6.011,6.0
2023-01-18,6.007499999999999,5.96
2023-01-19,6.006,5.97
2023-01-20,6.0089999999999995,5.98
2023-01-30,6.0125,6.05
2023-01-31,6.016,6.02
2023-02-01,6.0205,6.05
2023-02-02,6.0205,6.09
2023-02-03,6.0215,6.05
2023-02-06,6.0215,5.99
2023-02-07,6.0175,6.0
2023-02-08,6.013,6.01
2023-02-09,6.0115,5.98
2023-02-10,6.0095,6.0
2023-02-13,6.007,6.02
2023-02-14,6.0095,6.02
2023-02-15,6.0105,6.02
2023-02-16,6.0089999999999995,5.99
2023-02-17,6.006500000000001,5.95
2023-02-20,6.006500000000001,5.94
2023-02-21,6.0105,6.0
2023-02-22,6.013,6.03
2023-02-23,6.0135,6.04
2023-02-24,6.0120000000000005,6.02
2023-02-27,6.0115,5.99
2023-02-28,6.0125,6.05
2023-03-01,6.019,6.06
2023-03-02,6.0375,6.24
2023-03-03,6.063000000000001,6.42
2023-03-06,6.089,6.55
2023-03-07,6.113,6.49
2023-03-08,6.1419999999999995,6.45
2023-03-09,6.1675,6.57
2023-03-10,6.191,6.48
2023-03-13,6.221500000000001,6.48
"
1634,CN,technical,统计合盛硅业在2020年11月19日到2021年09月10日间，最低价大于60日简单移动平均线的天数占比（%）。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,14.4279,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2020-08-20,30.15,29.47,29.6
2020-08-21,30.18,29.82,30.2
2020-08-24,30.0,29.62,30.1
2020-08-25,29.24,29.18,30.03
2020-08-26,28.82,28.6,29.25
2020-08-27,29.83,28.69,28.69
2020-08-28,29.2,28.69,29.53
2020-08-31,29.31,29.27,29.47
2020-09-01,29.49,29.18,29.52
2020-09-02,29.51,28.85,29.52
2020-09-03,27.98,27.95,29.41
2020-09-04,28.42,27.81,28.23
2020-09-07,28.24,28.12,28.45
2020-09-08,28.74,27.9,28.2
2020-09-09,29.24,28.51,28.72
2020-09-10,28.5,28.14,29.07
2020-09-11,28.53,27.41,28.5
2020-09-14,29.26,28.55,28.55
2020-09-15,29.61,28.9,29.24
2020-09-16,29.87,29.28,29.45
2020-09-17,29.73,29.52,29.6
2020-09-18,29.87,29.13,29.73
2020-09-21,29.8,29.52,29.97
2020-09-22,28.94,28.8,29.6
2020-09-23,29.14,28.69,29.2
2020-09-24,28.24,28.2,29.08
2020-09-25,27.44,27.0,28.27
2020-09-28,27.63,27.37,27.45
2020-09-29,28.15,27.43,27.88
2020-09-30,28.25,28.02,28.47
2020-10-09,29.5,28.51,28.51
2020-10-12,29.97,29.3,29.52
2020-10-13,29.63,29.41,29.84
2020-10-14,29.98,29.48,29.65
2020-10-15,29.75,29.65,30.24
2020-10-16,29.44,29.31,29.95
2020-10-19,29.44,29.35,29.75
2020-10-20,29.26,28.9,29.7
2020-10-21,28.5,28.36,29.34
2020-10-22,28.34,27.91,28.47
2020-10-23,27.88,27.82,28.57
2020-10-26,27.36,27.18,27.7
2020-10-27,28.08,27.24,27.29
2020-10-28,29.26,28.2,28.77
2020-10-29,29.85,28.82,28.82
2020-10-30,30.09,29.42,29.66
2020-11-02,30.78,30.04,30.04
2020-11-03,31.0,30.66,30.98
2020-11-04,32.23,31.11,31.11
2020-11-05,33.13,32.42,32.42
2020-11-06,34.91,33.31,33.65
2020-11-09,38.4,35.0,35.51
2020-11-10,38.23,36.2,39.0
2020-11-11,39.0,37.81,38.0
2020-11-12,40.8,36.65,39.0
2020-11-13,38.9,38.01,40.3
2020-11-16,39.67,38.5,38.5
2020-11-17,39.2,38.44,39.96
2020-11-18,41.16,38.55,39.49
2020-11-19,38.88,37.5,41.18
2020-11-20,38.91,36.72,37.98
2020-11-23,40.47,39.0,39.67
2020-11-24,39.64,38.15,39.51
2020-11-25,40.36,38.89,39.4
2020-11-26,40.3,38.71,39.7
2020-11-27,38.8,38.07,40.01
2020-11-30,39.16,38.48,38.88
2020-12-01,38.72,37.45,38.72
2020-12-02,37.65,37.51,38.66
2020-12-03,37.32,36.45,37.14
2020-12-04,38.06,37.01,37.31
2020-12-07,38.2,37.85,38.79
2020-12-08,38.45,37.6,38.21
2020-12-09,37.99,37.46,38.43
2020-12-10,37.45,36.78,37.49
2020-12-11,37.11,36.31,37.66
2020-12-14,37.93,36.46,36.91
2020-12-15,38.35,37.42,37.91
2020-12-16,36.47,36.46,38.5
2020-12-17,38.16,35.91,37.13
2020-12-18,38.7,37.81,38.2
2020-12-21,40.8,38.91,39.28
2020-12-22,38.87,38.87,40.91
2020-12-23,39.1,38.67,39.37
2020-12-24,39.93,38.16,38.79
2020-12-25,40.5,39.1,40.05
2020-12-28,36.45,36.45,40.4
2020-12-29,32.81,32.81,34.5
2020-12-30,33.58,32.7,32.81
2020-12-31,33.44,32.78,33.37
2021-01-04,33.14,31.11,32.97
2021-01-05,33.38,32.38,33.3
2021-01-06,36.2,33.64,33.64
2021-01-07,36.08,35.26,35.96
2021-01-08,37.62,35.11,35.78
2021-01-11,38.06,35.35,37.19
2021-01-12,37.7,37.05,37.56
2021-01-13,39.8,37.55,37.66
2021-01-14,39.29,38.91,39.8
2021-01-15,38.77,38.0,38.81
2021-01-18,42.65,38.57,38.57
2021-01-19,44.1,43.43,43.85
2021-01-20,45.0,43.0,44.01
2021-01-21,45.25,44.49,44.49
2021-01-22,47.98,44.7,45.13
2021-01-25,46.81,46.03,47.34
2021-01-26,47.75,46.32,46.32
2021-01-27,46.9,44.6,46.26
2021-01-28,43.72,43.6,46.9
2021-01-29,44.29,43.03,44.15
2021-02-01,44.92,44.17,44.88
2021-02-02,45.17,44.0,45.13
2021-02-03,49.69,45.44,45.44
2021-02-04,52.6,50.78,52.0
2021-02-05,48.11,47.86,53.55
2021-02-08,51.32,47.88,48.99
2021-02-09,53.05,50.6,51.61
2021-02-10,51.6,50.32,52.82
2021-02-18,54.0,51.88,55.21
2021-02-19,52.3,50.75,53.83
2021-02-22,51.0,50.68,52.0
2021-02-23,52.73,48.9,49.12
2021-02-24,51.45,50.65,52.19
2021-02-25,51.29,50.91,51.75
2021-02-26,46.6,46.16,49.53
2021-03-01,48.65,47.2,48.0
2021-03-02,48.56,48.36,49.18
2021-03-03,49.27,47.52,49.31
2021-03-04,45.73,45.38,49.37
2021-03-05,46.1,44.05,44.73
2021-03-08,45.5,44.93,46.76
2021-03-09,44.13,43.65,45.58
2021-03-10,46.4,44.0,45.2
2021-03-11,48.56,46.02,46.43
2021-03-12,48.87,47.6,49.35
2021-03-15,46.8,46.4,48.5
2021-03-16,47.56,46.2,46.77
2021-03-17,49.41,45.89,47.66
2021-03-18,52.68,49.48,49.7
2021-03-19,49.35,48.31,51.22
2021-03-22,49.7,48.38,49.35
2021-03-23,47.07,46.5,48.8
2021-03-24,42.36,42.36,46.61
2021-03-25,42.12,41.23,41.64
2021-03-26,43.76,41.91,41.91
2021-03-29,44.66,42.25,43.76
2021-03-30,45.11,44.0,44.66
2021-03-31,44.5,43.83,45.6
2021-04-01,44.33,43.67,44.6
2021-04-02,44.1,43.9,44.99
2021-04-06,44.58,44.14,44.22
2021-04-07,45.39,44.6,45.1
2021-04-08,45.56,45.01,45.4
2021-04-09,44.65,43.57,46.0
2021-04-12,43.56,43.0,45.32
2021-04-13,43.33,43.21,43.9
2021-04-14,43.34,43.07,43.23
2021-04-15,43.91,42.36,43.41
2021-04-16,42.82,42.1,43.51
2021-04-19,44.29,42.1,42.5
2021-04-20,44.68,43.48,44.19
2021-04-21,47.21,44.7,44.7
2021-04-22,50.44,48.2,49.15
2021-04-23,54.6,50.62,50.62
2021-04-26,54.01,52.85,53.59
2021-04-27,56.92,53.35,53.88
2021-04-28,58.1,55.86,56.69
2021-04-29,57.3,55.0,57.88
2021-04-30,59.75,56.82,57.08
2021-05-06,59.44,59.31,59.97
2021-05-07,59.55,59.25,59.91
2021-05-10,58.74,58.0,59.48
2021-05-11,58.16,56.88,57.56
2021-05-12,61.48,57.51,57.91
2021-05-13,57.01,56.43,60.92
2021-05-14,56.66,56.3,57.36
2021-05-17,57.83,57.11,57.85
2021-05-18,59.28,57.1,57.74
2021-05-19,60.45,57.32,58.98
2021-05-20,58.65,57.02,59.19
2021-05-21,60.1,58.11,59.11
2021-05-24,57.31,56.8,59.93
2021-05-25,61.48,57.9,58.12
2021-05-26,58.88,57.6,61.8
2021-05-27,60.4,58.16,58.99
2021-05-28,63.91,59.91,60.75
2021-05-31,64.01,62.52,64.41
2021-06-01,61.26,59.55,63.89
2021-06-02,61.27,60.65,61.21
2021-06-03,60.16,59.74,60.42
2021-06-04,61.17,59.83,60.58
2021-06-07,61.87,61.21,61.46
2021-06-08,60.25,59.77,61.87
2021-06-09,62.38,59.67,59.67
2021-06-10,64.1,61.4,62.0
2021-06-11,65.3,61.51,63.97
2021-06-15,64.67,63.7,67.5
2021-06-16,62.33,61.5,64.64
2021-06-17,66.7,62.57,62.57
2021-06-18,68.19,65.16,65.87
2021-06-21,67.71,66.5,68.21
2021-06-22,65.53,64.77,67.48
2021-06-23,64.85,64.5,65.47
2021-06-24,60.21,58.37,64.15
2021-06-25,64.67,59.5,60.0
2021-06-28,68.0,64.21,64.8
2021-06-29,74.8,68.01,68.01
2021-06-30,76.91,73.27,76.9
2021-07-01,74.72,74.15,76.9
2021-07-02,78.25,74.23,74.82
2021-07-05,77.2,75.91,78.54
2021-07-06,76.35,75.17,78.0
2021-07-07,78.4,75.27,77.2
2021-07-08,78.86,76.35,79.22
2021-07-09,80.2,77.34,78.52
2021-07-12,81.99,78.4,81.97
2021-07-13,90.19,81.2,82.0
2021-07-14,86.66,86.5,92.18
2021-07-15,87.51,85.9,86.59
2021-07-16,87.55,84.01,88.24
2021-07-19,88.9,84.61,87.49
2021-07-20,88.15,85.51,87.71
2021-07-21,91.86,88.2,88.6
2021-07-22,101.05,92.02,92.02
2021-07-23,104.35,97.38,101.0
2021-07-26,106.09,98.11,101.99
2021-07-27,104.5,98.1,104.5
2021-07-28,98.41,97.0,97.98
2021-07-29,102.79,97.3,100.8
2021-07-30,104.66,100.18,101.7
2021-08-02,94.19,94.19,94.88
2021-08-03,94.71,94.1,95.17
2021-08-04,101.45,94.23,94.71
2021-08-05,98.59,97.36,101.94
2021-08-06,101.88,98.58,98.59
2021-08-09,105.22,101.95,103.4
2021-08-10,106.43,105.0,107.14
2021-08-11,113.75,104.77,104.77
2021-08-12,116.0,112.02,112.56
2021-08-13,127.6,117.5,117.74
2021-08-16,129.0,124.0,131.16
2021-08-17,122.98,119.97,127.71
2021-08-18,132.26,123.1,123.2
2021-08-19,134.57,127.99,133.8
2021-08-20,148.03,131.94,133.7
2021-08-23,162.83,151.82,151.82
2021-08-24,175.5,159.8,160.0
2021-08-25,193.05,168.88,176.3
2021-08-26,212.36,197.95,198.5
2021-08-27,227.38,200.98,212.36
2021-08-30,212.61,210.85,222.11
2021-08-31,215.93,208.01,212.36
2021-09-01,221.89,202.0,219.88
2021-09-02,226.0,214.0,221.12
2021-09-03,221.1,211.0,226.0
2021-09-06,198.99,198.99,213.31
2021-09-07,210.67,197.35,198.5
2021-09-08,212.48,206.43,210.8
2021-09-09,211.0,200.42,220.8
2021-09-10,225.08,214.0,217.15
","date,60日,low
2020-11-19,30.898833333333336,37.5
2020-11-20,31.04483333333333,36.72
2020-11-23,31.216333333333335,39.0
2020-11-24,31.377000000000002,38.15
2020-11-25,31.562333333333335,38.89
2020-11-26,31.753666666666664,38.71
2020-11-27,31.903166666666667,38.07
2020-11-30,32.06916666666667,38.48
2020-12-01,32.226,37.45
2020-12-02,32.362,37.51
2020-12-03,32.49216666666667,36.45
2020-12-04,32.66016666666666,37.01
2020-12-07,32.823166666666665,37.85
2020-12-08,32.99333333333333,37.6
2020-12-09,33.1475,37.46
2020-12-10,33.284333333333336,36.78
2020-12-11,33.42783333333333,36.31
2020-12-14,33.584500000000006,36.46
2020-12-15,33.736,37.42
2020-12-16,33.85033333333333,36.46
2020-12-17,33.9885,35.91
2020-12-18,34.138000000000005,37.81
2020-12-21,34.320166666666665,38.91
2020-12-22,34.471333333333334,38.87
2020-12-23,34.64066666666667,38.67
2020-12-24,34.8205,38.16
2020-12-25,35.024833333333326,39.1
2020-12-28,35.175,36.45
2020-12-29,35.26133333333334,32.81
2020-12-30,35.35183333333334,32.7
2020-12-31,35.43833333333334,32.78
2021-01-04,35.499,31.11
2021-01-05,35.55583333333333,32.38
2021-01-06,35.665333333333336,33.64
2021-01-07,35.767,35.26
2021-01-08,35.898166666666675,35.11
2021-01-11,36.04183333333334,35.35
2021-01-12,36.1795,37.05
2021-01-13,36.35516666666667,37.55
2021-01-14,36.535,38.91
2021-01-15,36.70883333333334,38.0
2021-01-18,36.955000000000005,38.57
2021-01-19,37.234,43.43
2021-01-20,37.516,43.0
2021-01-21,37.782500000000006,44.49
2021-01-22,38.084666666666664,44.7
2021-01-25,38.36333333333334,46.03
2021-01-26,38.646166666666666,46.32
2021-01-27,38.91116666666667,44.6
2021-01-28,39.102666666666664,43.6
2021-01-29,39.288666666666664,43.03
2021-02-01,39.4555,44.17
2021-02-02,39.568333333333335,44.0
2021-02-03,39.75933333333333,45.44
2021-02-04,39.986,50.78
2021-02-05,40.10783333333334,47.86
2021-02-08,40.31483333333333,47.88
2021-02-09,40.53783333333333,50.6
2021-02-10,40.7445,50.32
2021-02-18,40.958499999999994,51.88
2021-02-19,41.182166666666674,50.75
2021-02-22,41.38366666666666,50.68
2021-02-23,41.588,48.9
2021-02-24,41.78483333333334,50.65
2021-02-25,41.967,50.91
2021-02-26,42.071999999999996,46.16
2021-03-01,42.23616666666667,47.2
2021-03-02,42.39283333333333,48.36
2021-03-03,42.568666666666665,47.52
2021-03-04,42.70333333333333,45.38
2021-03-05,42.849666666666664,44.05
2021-03-08,42.97366666666666,44.93
2021-03-09,43.0725,43.65
2021-03-10,43.205000000000005,44.0
2021-03-11,43.381166666666665,46.02
2021-03-12,43.5715,47.6
2021-03-15,43.733,46.4
2021-03-16,43.8935,46.2
2021-03-17,44.077833333333324,45.89
2021-03-18,44.348,49.48
2021-03-19,44.5345,48.31
2021-03-22,44.71783333333333,48.38
2021-03-23,44.82233333333333,46.5
2021-03-24,44.8805,42.36
2021-03-25,44.93083333333333,41.23
2021-03-26,44.99466666666667,41.91
2021-03-29,45.064,42.25
2021-03-30,45.208333333333336,44.0
2021-03-31,45.40316666666666,43.83
2021-04-01,45.58233333333333,43.67
2021-04-02,45.76,43.9
2021-04-06,45.95066666666666,44.14
2021-04-07,46.15083333333333,44.6
2021-04-08,46.30683333333333,45.01
2021-04-09,46.449666666666666,43.57
2021-04-12,46.54866666666666,43.0
2021-04-13,46.63649999999999,43.21
2021-04-14,46.7305,43.07
2021-04-15,46.79899999999999,42.36
2021-04-16,46.85783333333333,42.1
2021-04-19,46.94983333333333,42.1
2021-04-20,46.983666666666664,43.48
2021-04-21,47.0355,44.7
2021-04-22,47.12616666666666,48.2
2021-04-23,47.282000000000004,50.62
2021-04-26,47.3825,52.85
2021-04-27,47.551,53.35
2021-04-28,47.723499999999994,55.86
2021-04-29,47.89683333333333,55.0
2021-04-30,48.164,56.82
2021-05-06,48.416500000000006,59.31
2021-05-07,48.660333333333334,59.25
2021-05-10,48.8865,58.0
2021-05-11,49.02766666666666,56.88
2021-05-12,49.175666666666665,57.51
2021-05-13,49.32399999999999,56.43
2021-05-14,49.413000000000004,56.3
2021-05-17,49.492666666666665,57.11
2021-05-18,49.620666666666665,57.1
2021-05-19,49.72816666666667,57.32
2021-05-20,49.833999999999996,57.02
2021-05-21,49.98566666666667,58.11
2021-05-24,50.062,56.8
2021-05-25,50.229166666666664,57.9
2021-05-26,50.35566666666667,57.6
2021-05-27,50.585666666666675,58.16
2021-05-28,50.84,59.91
2021-05-31,51.0975,62.52
2021-06-01,51.297333333333334,59.55
2021-06-02,51.556333333333335,60.65
2021-06-03,51.79066666666667,59.74
2021-06-04,52.051833333333335,59.83
2021-06-07,52.3475,61.21
2021-06-08,52.57833333333333,59.77
2021-06-09,52.80866666666667,59.67
2021-06-10,53.0625,61.4
2021-06-11,53.37083333333333,61.51
2021-06-15,53.656,63.7
2021-06-16,53.87133333333334,61.5
2021-06-17,54.105,62.57
2021-06-18,54.419,65.16
2021-06-21,54.719166666666666,66.5
2021-06-22,55.026833333333336,64.77
2021-06-23,55.401666666666664,64.5
2021-06-24,55.70316666666667,58.37
2021-06-25,56.05166666666667,59.5
2021-06-28,56.440666666666665,64.21
2021-06-29,56.9355,68.01
2021-06-30,57.47566666666667,73.27
2021-07-01,57.982166666666664,74.15
2021-07-02,58.55133333333333,74.23
2021-07-05,59.095,75.91
2021-07-06,59.611,75.17
2021-07-07,60.15833333333333,75.27
2021-07-08,60.728500000000004,76.35
2021-07-09,61.339166666666664,77.34
2021-07-12,61.9835,78.4
2021-07-13,62.76433333333333,81.2
2021-07-14,63.476833333333325,86.5
2021-07-15,64.22166666666666,85.9
2021-07-16,64.94266666666667,84.01
2021-07-19,65.67966666666666,84.61
2021-07-20,66.362,85.51
2021-07-21,67.05233333333334,88.2
2021-07-22,67.8265,92.02
2021-07-23,68.66550000000001,97.38
2021-07-26,69.485,98.11
2021-07-27,70.25833333333334,98.1
2021-07-28,70.94350000000001,97.0
2021-07-29,71.66083333333334,97.3
2021-07-30,72.4145,100.18
2021-08-02,72.99183333333332,94.19
2021-08-03,73.59133333333332,94.1
2021-08-04,74.31283333333333,94.23
2021-08-05,74.93133333333334,97.36
2021-08-06,75.67916666666666,98.58
2021-08-09,76.4885,101.95
2021-08-10,77.29850000000002,105.0
2021-08-11,78.20633333333333,104.77
2021-08-12,79.13216666666668,112.02
2021-08-13,80.28133333333334,117.5
2021-08-16,81.42966666666666,124.0
2021-08-17,82.52416666666666,119.97
2021-08-18,83.70383333333332,123.1
2021-08-19,84.96533333333333,127.99
2021-08-20,86.42583333333333,131.94
2021-08-23,88.0745,151.82
2021-08-24,89.93266666666666,159.8
2021-08-25,92.12916666666666,168.88
2021-08-26,94.64733333333334,197.95
2021-08-27,97.43433333333333,200.98
2021-08-30,99.95833333333333,210.85
2021-08-31,102.526,208.01
2021-09-01,105.22,202.0
2021-09-02,107.94699999999999,214.0
2021-09-03,110.56366666666666,211.0
2021-09-06,112.79183333333334,198.99
2021-09-07,115.22516666666667,197.35
2021-09-08,117.72766666666666,206.43
2021-09-09,120.13266666666667,200.42
2021-09-10,122.74749999999999,214.0
"
1635,CN,technical,"一汽解放2021年11月19日至2022年02月11日, 最低价小于30日加权移动平均线的天数占比？（单位：%）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",3.6364,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low
2021-10-11,10.87,10.8
2021-10-12,10.8,10.71
2021-10-13,10.99,10.77
2021-10-14,10.92,10.88
2021-10-15,11.04,10.89
2021-10-18,11.0,10.93
2021-10-19,10.95,10.93
2021-10-20,11.05,10.85
2021-10-21,10.87,10.79
2021-10-22,10.82,10.73
2021-10-25,10.89,10.75
2021-10-26,10.89,10.83
2021-10-27,10.86,10.75
2021-10-28,10.29,10.25
2021-10-29,10.41,10.26
2021-11-01,10.48,10.28
2021-11-02,10.53,10.34
2021-11-03,10.45,10.28
2021-11-04,10.55,10.41
2021-11-05,10.67,10.45
2021-11-08,10.7,10.63
2021-11-09,10.66,10.59
2021-11-10,10.62,10.5
2021-11-11,10.61,10.56
2021-11-12,10.65,10.46
2021-11-15,10.69,10.62
2021-11-16,10.51,10.51
2021-11-17,10.6,10.53
2021-11-18,10.4,10.4
2021-11-19,10.5,10.26
2021-11-22,10.58,10.44
2021-11-23,10.61,10.57
2021-11-24,10.46,10.45
2021-11-25,10.42,10.37
2021-11-26,10.37,10.32
2021-11-29,10.24,10.2
2021-11-30,10.34,10.24
2021-12-01,10.35,10.24
2021-12-02,10.58,10.3
2021-12-03,10.58,10.47
2021-12-06,10.56,10.53
2021-12-07,10.61,10.48
2021-12-08,10.6,10.51
2021-12-09,10.61,10.55
2021-12-10,10.58,10.48
2021-12-13,10.6,10.5
2021-12-14,10.49,10.48
2021-12-15,10.41,10.39
2021-12-16,10.47,10.35
2021-12-17,10.34,10.3
2021-12-20,10.26,10.22
2021-12-21,10.32,10.22
2021-12-22,10.42,10.27
2021-12-23,10.35,10.33
2021-12-24,10.26,10.24
2021-12-27,10.31,10.25
2021-12-28,10.31,10.24
2021-12-29,10.33,10.26
2021-12-30,10.28,10.28
2021-12-31,10.29,10.26
2022-01-04,10.35,10.26
2022-01-05,10.31,10.27
2022-01-06,10.31,10.27
2022-01-07,10.28,10.28
2022-01-10,10.3,10.22
2022-01-11,10.27,10.25
2022-01-12,10.29,10.25
2022-01-13,10.26,10.25
2022-01-14,10.21,10.18
2022-01-17,10.22,10.19
2022-01-18,10.18,10.18
2022-01-19,10.14,10.12
2022-01-20,10.02,10.01
2022-01-21,9.86,9.79
2022-01-24,9.82,9.77
2022-01-25,9.49,9.48
2022-01-26,9.54,9.49
2022-01-27,9.19,9.0
2022-01-28,9.38,9.18
2022-02-07,9.52,9.42
2022-02-08,9.63,9.5
2022-02-09,9.75,9.58
2022-02-10,9.81,9.67
2022-02-11,9.72,9.66
","date,30日,low
2021-11-19,10.62662365591398,10.26
2021-11-22,10.618301075268816,10.44
2021-11-23,10.612537634408602,10.57
2021-11-24,10.597505376344087,10.45
2021-11-25,10.581032258064516,10.37
2021-11-26,10.562408602150539,10.32
2021-11-29,10.536838709677417,10.2
2021-11-30,10.519354838709678,10.24
2021-12-01,10.503827956989246,10.24
2021-12-02,10.504645161290322,10.3
2021-12-03,10.506086021505375,10.47
2021-12-06,10.506752688172043,10.53
2021-12-07,10.511354838709677,10.48
2021-12-08,10.515913978494623,10.51
2021-12-09,10.52167741935484,10.55
2021-12-10,10.524817204301073,10.48
2021-12-13,10.528881720430109,10.5
2021-12-14,10.52559139784946,10.48
2021-12-15,10.517225806451613,10.39
2021-12-16,10.512817204301077,10.35
2021-12-17,10.500193548387097,10.3
2021-12-20,10.483118279569894,10.22
2021-12-21,10.470860215053763,10.22
2021-12-22,10.465784946236559,10.27
2021-12-23,10.456623655913978,10.33
2021-12-24,10.442215053763439,10.24
2021-12-27,10.431870967741936,10.25
2021-12-28,10.422344086021504,10.24
2021-12-29,10.414537634408601,10.26
2021-12-30,10.404086021505375,10.28
2021-12-31,10.394537634408602,10.26
2022-01-04,10.38931182795699,10.26
2022-01-05,10.382,10.27
2022-01-06,10.375333333333332,10.27
2022-01-07,10.36705376344086,10.28
2022-01-10,10.36036559139785,10.22
2022-01-11,10.35189247311828,10.25
2022-01-12,10.344645161290321,10.25
2022-01-13,10.335569892473119,10.25
2022-01-14,10.3234623655914,10.18
2022-01-17,10.312795698924733,10.19
2022-01-18,10.30032258064516,10.18
2022-01-19,10.286086021505376,10.12
2022-01-20,10.265118279569894,10.01
2022-01-21,10.235075268817203,9.79
2022-01-24,10.204064516129034,9.77
2022-01-25,10.153397849462365,9.48
2022-01-26,10.108344086021503,9.49
2022-01-27,10.042752688172044,9.0
2022-01-28,9.992043010752688,9.18
2022-02-07,9.952709677419355,9.42
2022-02-08,9.922236559139785,9.5
2022-02-09,9.900860215053765,9.58
2022-02-10,9.884580645161293,9.67
2022-02-11,9.863806451612906,9.66
"
1636,CN,technical,"工业富联从2024年04月13日到2025年04月09日，收盘价大于60日加权移动平均线的天数比例是多少？（单位：%）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",53.9749,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low
2024-01-11,13.15,12.89
2024-01-12,12.86,12.82
2024-01-15,12.72,12.63
2024-01-16,12.91,12.64
2024-01-17,12.68,12.68
2024-01-18,13.71,12.68
2024-01-19,14.2,13.72
2024-01-22,14.4,14.2
2024-01-23,14.5,14.02
2024-01-24,14.5,14.06
2024-01-25,15.08,14.31
2024-01-26,14.41,14.27
2024-01-29,13.59,13.49
2024-01-30,13.5,13.48
2024-01-31,13.31,13.02
2024-02-01,14.56,12.98
2024-02-02,13.92,13.55
2024-02-05,14.77,13.81
2024-02-06,15.53,14.3
2024-02-07,15.3,15.01
2024-02-08,15.7,15.2
2024-02-19,17.27,16.32
2024-02-20,18.49,17.61
2024-02-21,17.55,17.25
2024-02-22,18.19,17.31
2024-02-23,18.17,18.06
2024-02-26,17.67,17.51
2024-02-27,19.33,17.39
2024-02-28,18.2,18.2
2024-02-29,18.69,18.08
2024-03-01,20.02,19.05
2024-03-04,22.02,20.44
2024-03-05,22.75,21.53
2024-03-06,22.01,21.7
2024-03-07,22.61,21.86
2024-03-08,24.87,22.66
2024-03-11,25.82,23.4
2024-03-12,24.8,24.07
2024-03-13,24.35,24.09
2024-03-14,22.85,21.99
2024-03-15,23.08,22.46
2024-03-18,25.01,23.36
2024-03-19,25.51,24.13
2024-03-20,25.08,24.57
2024-03-21,24.99,24.74
2024-03-22,24.43,24.11
2024-03-25,23.91,23.87
2024-03-26,23.73,23.0
2024-03-27,22.41,22.36
2024-03-28,23.45,22.42
2024-03-29,22.77,22.33
2024-04-01,23.31,22.58
2024-04-02,22.9,22.72
2024-04-03,21.92,21.74
2024-04-08,22.0,21.58
2024-04-09,21.89,21.3
2024-04-10,21.1,20.93
2024-04-11,21.25,21.1
2024-04-12,22.26,21.71
2024-04-15,22.24,21.7
2024-04-16,21.81,21.4
2024-04-17,22.5,21.74
2024-04-18,22.9,21.32
2024-04-19,22.05,21.44
2024-04-22,20.84,19.95
2024-04-23,20.59,20.36
2024-04-24,22.24,20.92
2024-04-25,22.19,21.56
2024-04-26,24.41,23.2
2024-04-29,24.52,24.17
2024-04-30,24.5,24.45
2024-05-06,24.82,24.4
2024-05-07,25.38,24.67
2024-05-08,24.46,24.41
2024-05-09,24.22,23.76
2024-05-10,23.92,23.52
2024-05-13,24.0,23.8
2024-05-14,23.8,23.46
2024-05-15,24.3,23.75
2024-05-16,25.58,25.41
2024-05-17,25.7,25.1
2024-05-20,26.22,25.01
2024-05-21,25.72,25.46
2024-05-22,25.43,25.19
2024-05-23,25.62,24.44
2024-05-24,24.15,24.06
2024-05-27,24.86,24.51
2024-05-28,24.12,24.1
2024-05-29,24.21,24.1
2024-05-30,23.94,23.7
2024-05-31,22.91,22.91
2024-06-03,23.87,22.9
2024-06-04,23.79,23.45
2024-06-05,23.7,23.46
2024-06-06,26.07,24.88
2024-06-07,24.53,23.88
2024-06-11,24.21,24.04
2024-06-12,24.37,24.31
2024-06-13,25.9,24.77
2024-06-14,27.23,25.84
2024-06-17,27.51,26.68
2024-06-18,28.62,27.53
2024-06-19,28.47,28.29
2024-06-20,28.61,28.38
2024-06-21,28.47,27.44
2024-06-24,27.55,27.32
2024-06-25,26.44,26.21
2024-06-26,27.17,26.45
2024-06-27,26.81,26.32
2024-06-28,27.4,26.69
2024-07-01,28.0,27.0
2024-07-02,27.36,27.26
2024-07-03,27.38,26.81
2024-07-04,27.27,27.16
2024-07-05,27.08,26.36
2024-07-08,26.96,26.81
2024-07-09,29.0,26.75
2024-07-10,28.95,28.42
2024-07-11,28.76,27.87
2024-07-12,27.26,27.2
2024-07-15,26.96,26.67
2024-07-16,27.46,26.36
2024-07-17,25.95,25.84
2024-07-18,25.41,24.33
2024-07-19,24.66,24.55
2024-07-22,24.91,24.22
2024-07-23,24.54,24.53
2024-07-24,24.3,24.16
2024-07-25,23.2,23.0
2024-07-26,23.5,22.95
2024-07-29,23.8,23.17
2024-07-30,22.85,22.63
2024-07-31,23.84,22.74
2024-08-01,23.97,23.96
2024-08-02,22.33,22.25
2024-08-05,20.42,20.28
2024-08-06,20.81,20.5
2024-08-07,20.4,20.31
2024-08-08,20.48,19.75
2024-08-09,20.79,20.61
2024-08-12,20.64,20.47
2024-08-13,20.78,20.45
2024-08-14,21.38,21.03
2024-08-15,20.66,20.3
2024-08-16,21.06,20.98
2024-08-19,20.78,20.73
2024-08-20,20.65,20.51
2024-08-21,20.77,20.27
2024-08-22,20.39,20.21
2024-08-23,20.46,19.99
2024-08-26,20.12,20.0
2024-08-27,19.75,19.66
2024-08-28,19.77,19.5
2024-08-29,19.22,18.51
2024-08-30,20.47,19.07
2024-09-02,19.45,19.45
2024-09-03,19.44,19.23
2024-09-04,18.92,18.4
2024-09-05,18.88,18.71
2024-09-06,18.36,18.3
2024-09-09,18.6,18.1
2024-09-10,18.82,18.36
2024-09-11,18.78,18.65
2024-09-12,18.84,18.8
2024-09-13,19.25,18.86
2024-09-18,18.75,18.57
2024-09-19,18.85,18.45
2024-09-20,18.86,18.73
2024-09-23,18.71,18.54
2024-09-24,20.58,18.88
2024-09-25,21.07,21.01
2024-09-26,21.66,20.86
2024-09-27,23.0,21.85
2024-09-30,25.19,23.5
2024-10-08,27.71,25.32
2024-10-09,26.0,25.67
2024-10-10,25.8,25.05
2024-10-11,24.59,24.12
2024-10-14,25.16,23.96
2024-10-15,24.6,24.6
2024-10-16,23.53,23.19
2024-10-17,23.71,23.61
2024-10-18,26.08,23.98
2024-10-21,26.2,25.61
2024-10-22,26.26,25.8
2024-10-23,25.61,25.25
2024-10-24,25.35,24.83
2024-10-25,25.66,25.13
2024-10-28,25.26,24.89
2024-10-29,25.05,24.91
2024-10-30,24.84,24.54
2024-10-31,24.25,23.81
2024-11-01,23.68,23.65
2024-11-04,24.33,23.78
2024-11-05,24.75,24.05
2024-11-06,24.18,24.03
2024-11-07,24.64,23.62
2024-11-08,25.98,24.9
2024-11-11,27.01,25.21
2024-11-12,25.72,25.46
2024-11-13,26.47,25.1
2024-11-14,24.87,24.85
2024-11-15,23.92,23.9
2024-11-18,23.24,23.08
2024-11-19,23.72,22.92
2024-11-20,24.0,23.7
2024-11-21,23.43,23.21
2024-11-22,22.84,22.84
2024-11-25,22.11,21.7
2024-11-26,22.09,21.71
2024-11-27,22.32,21.72
2024-11-28,21.85,21.78
2024-11-29,22.19,21.75
2024-12-02,22.56,22.07
2024-12-03,22.24,22.05
2024-12-04,21.88,21.8
2024-12-05,22.54,21.92
2024-12-06,22.6,22.23
2024-12-09,22.13,22.0
2024-12-10,22.14,22.13
2024-12-11,22.33,22.03
2024-12-12,22.34,22.2
2024-12-13,21.35,21.3
2024-12-16,21.06,20.87
2024-12-17,21.6,20.92
2024-12-18,21.41,21.18
2024-12-19,22.19,21.11
2024-12-20,22.02,21.92
2024-12-23,22.05,22.04
2024-12-24,23.0,21.8
2024-12-25,22.72,22.52
2024-12-26,23.33,22.42
2024-12-27,22.61,22.55
2024-12-30,22.45,22.3
2024-12-31,21.5,21.5
2025-01-02,20.71,20.44
2025-01-03,20.55,20.46
2025-01-06,20.67,20.41
2025-01-07,21.25,20.63
2025-01-08,20.63,20.16
2025-01-09,20.54,20.46
2025-01-10,19.75,19.75
2025-01-13,19.72,19.4
2025-01-14,20.57,19.48
2025-01-15,20.14,20.09
2025-01-16,20.84,20.2
2025-01-17,20.66,20.5
2025-01-20,20.77,20.69
2025-01-21,21.21,20.75
2025-01-22,23.33,21.41
2025-01-23,23.0,23.0
2025-01-24,23.35,22.56
2025-01-27,21.45,21.39
2025-02-05,20.0,19.8
2025-02-06,20.48,20.0
2025-02-07,21.55,20.59
2025-02-10,21.72,21.43
2025-02-11,21.77,21.73
2025-02-12,22.15,21.58
2025-02-13,21.79,21.76
2025-02-14,22.1,21.81
2025-02-17,22.9,22.31
2025-02-18,22.68,22.59
2025-02-19,23.24,22.55
2025-02-20,22.62,22.58
2025-02-21,23.2,22.59
2025-02-24,23.21,22.8
2025-02-25,23.08,22.72
2025-02-26,22.77,22.34
2025-02-27,21.96,21.69
2025-02-28,21.19,20.74
2025-03-03,21.07,20.85
2025-03-04,21.04,20.3
2025-03-05,21.04,20.75
2025-03-06,21.32,21.11
2025-03-07,20.87,20.82
2025-03-10,21.03,20.76
2025-03-11,20.82,20.56
2025-03-12,20.91,20.8
2025-03-13,20.67,20.61
2025-03-14,21.26,20.68
2025-03-17,21.52,21.39
2025-03-18,21.54,21.31
2025-03-19,21.02,20.98
2025-03-20,20.85,20.82
2025-03-21,20.63,20.58
2025-03-24,20.84,20.51
2025-03-25,20.51,20.48
2025-03-26,20.38,20.35
2025-03-27,20.22,19.9
2025-03-28,19.98,19.97
2025-03-31,19.86,19.68
2025-04-01,20.02,19.79
2025-04-02,20.0,19.92
2025-04-03,19.05,19.01
2025-04-07,17.15,17.15
2025-04-08,15.44,15.44
2025-04-09,16.33,14.58
","date,60日,close
2024-04-15,21.385808743169402,22.24
2024-04-16,21.470180327868853,21.81
2024-04-17,21.57244262295082,22.5
2024-04-18,21.68255191256831,22.9
2024-04-19,21.759229508196718,22.05
2024-04-22,21.791240437158468,20.84
2024-04-23,21.810595628415303,20.59
2024-04-24,21.88028961748634,22.24
2024-04-25,21.943950819672132,22.19
2024-04-26,22.07614207650273,24.41
2024-04-29,22.20652459016393,24.52
2024-04-30,22.330775956284153,24.5
2024-05-06,22.460371584699455,24.82
2024-05-07,22.602639344262297,25.38
2024-05-08,22.708300546448086,24.46
2024-05-09,22.800103825136613,24.22
2024-05-10,22.876109289617485,23.92
2024-05-13,22.94962295081967,24.0
2024-05-14,23.011071038251366,23.8
2024-05-15,23.083978142076507,24.3
2024-05-16,23.194060109289616,25.58
2024-05-17,23.302459016393446,25.7
2024-05-20,23.42244262295082,26.22
2024-05-21,23.52114207650273,25.72
2024-05-22,23.60638251366121,25.43
2024-05-23,23.69354644808743,25.62
2024-05-24,23.72845355191257,24.15
2024-05-27,23.78337158469945,24.86
2024-05-28,23.810098360655733,24.12
2024-05-29,23.837158469945354,24.21
2024-05-30,23.852081967213113,23.94
2024-05-31,23.830366120218578,22.91
2024-06-03,23.83854644808743,23.87
2024-06-04,23.843092896174866,23.79
2024-06-05,23.84412021857924,23.7
2024-06-06,23.921928961748634,26.07
2024-06-07,23.947355191256833,24.53
2024-06-11,23.962475409836063,24.21
2024-06-12,23.983721311475406,24.37
2024-06-13,24.055366120218583,25.9
2024-06-14,24.16977049180328,27.23
2024-06-17,24.290961748633876,27.51
2024-06-18,24.446125683060103,28.62
2024-06-19,24.594398907103827,28.47
2024-06-20,24.74564480874317,28.61
2024-06-21,24.890371584699455,28.47
2024-06-24,25.003032786885246,27.55
2024-06-25,25.0775956284153,26.44
2024-06-26,25.174710382513663,27.17
2024-06-27,25.25814207650273,26.81
2024-06-28,25.358513661202192,27.4
2024-07-01,25.476398907103825,28.0
2024-07-02,25.570442622950818,27.36
2024-07-03,25.662928961748637,27.38
2024-07-04,25.749360655737703,27.27
2024-07-05,25.826639344262293,27.08
2024-07-08,25.897207650273227,26.96
2024-07-09,26.031890710382513,29.0
2024-07-10,26.160617486338797,28.95
2024-07-11,26.278907103825137,28.76
2024-07-12,26.34446448087432,27.26
2024-07-15,26.39744262295082,26.96
2024-07-16,26.464,27.46
2024-07-17,26.478338797814207,25.95
2024-07-18,26.47330601092896,25.41
2024-07-19,26.44184699453552,24.66
2024-07-22,26.416497267759564,24.91
2024-07-23,26.376655737704922,24.54
2024-07-24,26.327688524590165,24.3
2024-07-25,26.24150273224044,23.2
2024-07-26,26.165814207650275,23.5
2024-07-29,26.100519125683057,23.8
2024-07-30,26.004459016393444,22.85
2024-07-31,25.941934426229512,23.84
2024-08-01,25.884513661202185,23.97
2024-08-02,25.77359016393443,22.33
2024-08-05,25.60107650273224,20.42
2024-08-06,25.443262295081965,20.81
2024-08-07,25.27374863387978,20.4
2024-08-08,25.108715846994542,20.48
2024-08-09,24.955934426229508,20.79
2024-08-12,24.800852459016397,20.64
2024-08-13,24.65312568306011,20.78
2024-08-14,24.528043715846998,21.38
2024-08-15,24.381726775956288,20.66
2024-08-16,24.251131147540985,21.06
2024-08-19,24.11384699453552,20.78
2024-08-20,23.974142076502734,20.65
2024-08-21,23.84067213114754,20.77
2024-08-22,23.696573770491803,20.39
2024-08-23,23.55685792349727,20.46
2024-08-26,23.40789617486338,20.12
2024-08-27,23.24832786885246,19.75
2024-08-28,23.09166666666666,19.77
2024-08-29,22.9191693989071,19.22
2024-08-30,22.790103825136615,20.47
2024-09-02,22.63065573770492,19.45
2024-09-03,22.47365573770492,19.44
2024-09-04,22.302213114754096,18.92
2024-09-05,22.13243715846994,18.88
2024-09-06,21.949448087431694,18.36
2024-09-09,21.77917486338798,18.6
2024-09-10,21.620983606557374,18.82
2024-09-11,21.46683606557377,18.78
2024-09-12,21.319950819672123,18.84
2024-09-13,21.191846994535517,19.25
2024-09-18,21.05238797814208,18.75
2024-09-19,20.921016393442624,18.85
2024-09-20,20.794120218579238,18.86
2024-09-23,20.666846994535515,18.71
2024-09-24,20.60531147540983,20.58
2024-09-25,20.563568306010925,21.07
2024-09-26,20.544956284153,21.66
2024-09-27,20.57339344262295,23.0
2024-09-30,20.67602732240437,25.19
2024-10-08,20.86242076502732,27.71
2024-10-09,20.992404371584698,26.0
2024-10-10,21.11635519125683,25.8
2024-10-11,21.202382513661203,24.59
2024-10-14,21.30948087431694,25.16
2024-10-15,21.400185792349728,24.6
2024-10-16,21.457262295081968,23.53
2024-10-17,21.52211475409836,23.71
2024-10-18,21.66672131147541,26.08
2024-10-21,21.8151912568306,26.2
2024-10-22,21.96519672131148,26.26
2024-10-23,22.09301639344262,25.61
2024-10-24,22.211928961748633,25.35
2024-10-25,22.34056284153005,25.66
2024-10-28,22.45533879781421,25.26
2024-10-29,22.56210382513661,25.05
2024-10-30,22.66113661202186,24.84
2024-10-31,22.74025683060109,24.25
2024-11-01,22.799923497267763,23.68
2024-11-04,22.880989071038254,24.33
2024-11-05,22.975628415300548,24.75
2024-11-06,23.050256830601096,24.18
2024-11-07,23.137912568306014,24.64
2024-11-08,23.26740983606558,25.98
2024-11-11,23.42762841530055,27.01
2024-11-12,23.541983606557377,25.72
2024-11-13,23.678234972677597,26.47
2024-11-14,23.758841530054646,24.87
2024-11-15,23.806065573770496,23.92
2024-11-18,23.829606557377048,23.24
2024-11-19,23.86747540983607,23.72
2024-11-20,23.91307103825137,24.0
2024-11-21,23.938218579234974,23.43
2024-11-22,23.942502732240442,22.84
2024-11-25,23.92172131147541,22.11
2024-11-26,23.899344262295088,22.09
2024-11-27,23.883617486338792,22.32
2024-11-28,23.851278688524587,21.85
2024-11-29,23.828939890710384,22.19
2024-12-02,23.81740983606557,22.56
2024-12-03,23.79356284153005,22.24
2024-12-04,23.75694535519126,21.88
2024-12-05,23.740639344262295,22.54
2024-12-06,23.724606557377047,22.6
2024-12-09,23.69115300546448,22.13
2024-12-10,23.656251366120216,22.14
2024-12-11,23.625513661202188,22.33
2024-12-12,23.5930655737705,22.34
2024-12-13,23.526234972677596,21.35
2024-12-16,23.44849180327869,21.06
2024-12-17,23.38724043715847,21.6
2024-12-18,23.318475409836065,21.41
2024-12-19,23.2738306010929,22.19
2024-12-20,23.221786885245898,22.02
2024-12-23,23.168999999999997,22.05
2024-12-24,23.145535519125684,23.0
2024-12-25,23.111568306010927,22.72
2024-12-26,23.096699453551917,23.33
2024-12-27,23.05731147540984,22.61
2024-12-30,23.01289071038251,22.45
2024-12-31,22.93881967213115,21.5
2025-01-02,22.842240437158466,20.71
2025-01-03,22.74330601092896,20.55
2025-01-06,22.65117486338798,20.67
2025-01-07,22.58020218579235,21.25
2025-01-08,22.491038251366124,20.63
2025-01-09,22.401092896174866,20.54
2025-01-10,22.286879781420765,19.75
2025-01-13,22.173846994535516,19.72
2025-01-14,22.092158469945357,20.57
2025-01-15,21.99944808743169,20.14
2025-01-16,21.93303278688525,20.84
2025-01-17,21.863322404371583,20.66
2025-01-20,21.79978142076503,20.77
2025-01-21,21.753338797814205,21.21
2025-01-22,21.7786174863388,23.33
2025-01-23,21.794016393442625,23.0
2025-01-24,21.82189617486339,23.35
2025-01-27,21.787972677595626,21.45
2025-02-05,21.707726775956292,20.0
2025-02-06,21.64558469945355,20.48
2025-02-07,21.620857923497265,21.55
2025-02-10,21.603142076502728,21.72
2025-02-11,21.588661202185794,21.77
2025-02-12,21.588939890710385,22.15
2025-02-13,21.58007103825137,21.79
2025-02-14,21.583513661202183,22.1
2025-02-17,21.615573770491803,22.9
2025-02-18,21.641497267759565,22.68
2025-02-19,21.686459016393442,23.24
2025-02-20,21.711092896174865,22.62
2025-02-21,21.755344262295086,23.2
2025-02-24,21.800360655737705,23.21
2025-02-25,21.841234972677594,23.08
2025-02-26,21.87181420765027,22.77
2025-02-27,21.875475409836067,21.96
2025-02-28,21.853961748633886,21.19
2025-03-03,21.82913114754098,21.07
2025-03-04,21.803743169398906,21.04
2025-03-05,21.77898360655738,21.04
2025-03-06,21.764234972677592,21.32
2025-03-07,21.735234972677592,20.87
2025-03-10,21.71203278688525,21.03
2025-03-11,21.682770491803275,20.82
2025-03-12,21.65743169398907,20.91
2025-03-13,21.624890710382513,20.67
2025-03-14,21.61249726775956,21.26
2025-03-17,21.6092131147541,21.52
2025-03-18,21.607032786885252,21.54
2025-03-19,21.587699453551913,21.02
2025-03-20,21.562814207650273,20.85
2025-03-21,21.531125683060115,20.63
2025-03-24,21.50674863387978,20.84
2025-03-25,21.472289617486336,20.51
2025-03-26,21.43439344262295,20.38
2025-03-27,21.39216393442623,20.22
2025-03-28,21.343584699453555,19.98
2025-03-31,21.29256830601093,19.86
2025-04-01,21.248693989071036,20.02
2025-04-02,21.205579234972678,20.0
2025-04-03,21.13265573770492,19.05
2025-04-07,20.99877595628415,17.15
2025-04-08,20.810775956284154,15.44
2025-04-09,20.65474863387978,16.33
"
1637,CN,technical,"在2024年06月25日至2025年02月27日期间，对于川投能源的加权移动平均线，最高价大于60日线的天数占总天数的百分比？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",61.5854,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high
2024-03-26,16.42,16.31,16.57
2024-03-27,16.53,16.39,16.68
2024-03-28,16.6,16.33,16.65
2024-03-29,16.65,16.55,16.72
2024-04-01,16.45,16.33,16.77
2024-04-02,16.33,16.25,16.56
2024-04-03,16.28,16.16,16.35
2024-04-08,16.79,16.21,16.82
2024-04-09,16.63,16.43,16.8
2024-04-10,16.85,16.65,17.02
2024-04-11,16.88,16.76,17.08
2024-04-12,16.98,16.78,17.1
2024-04-15,17.21,16.91,17.21
2024-04-16,16.94,16.91,17.34
2024-04-17,17.14,16.71,17.2
2024-04-18,17.09,16.94,17.44
2024-04-19,17.06,16.95,17.22
2024-04-22,16.86,16.82,17.22
2024-04-23,16.72,16.64,16.91
2024-04-24,16.94,16.7,16.97
2024-04-25,16.8,16.72,16.99
2024-04-26,16.65,16.64,16.93
2024-04-29,16.44,16.3,16.67
2024-04-30,16.75,16.37,16.87
2024-05-06,16.65,16.4,16.84
2024-05-07,16.39,16.35,16.68
2024-05-08,16.48,16.35,16.6
2024-05-09,16.52,16.3,16.53
2024-05-10,16.61,16.45,16.71
2024-05-13,16.88,16.51,16.93
2024-05-14,17.04,16.68,17.08
2024-05-15,16.92,16.89,17.17
2024-05-16,16.7,16.7,17.05
2024-05-17,16.75,16.71,16.98
2024-05-20,17.02,16.69,17.14
2024-05-21,17.19,16.98,17.29
2024-05-22,17.04,16.97,17.26
2024-05-23,17.1,16.91,17.24
2024-05-24,17.56,17.04,17.64
2024-05-27,17.57,17.47,17.79
2024-05-28,17.83,17.52,17.93
2024-05-29,17.85,17.48,17.88
2024-05-30,18.07,17.79,18.3
2024-05-31,18.01,17.95,18.3
2024-06-03,18.07,17.99,18.29
2024-06-04,18.27,18.01,18.34
2024-06-05,18.41,18.26,18.55
2024-06-06,18.26,18.2,18.57
2024-06-07,18.68,18.2,18.69
2024-06-11,18.46,18.2,18.72
2024-06-12,18.76,18.33,18.84
2024-06-13,18.82,18.69,18.92
2024-06-14,18.6,18.28,18.79
2024-06-17,18.2,18.0,18.4
2024-06-18,18.03,17.77,18.2
2024-06-19,17.93,17.85,18.12
2024-06-20,18.2,17.91,18.21
2024-06-21,18.02,17.91,18.22
2024-06-24,18.34,18.0,18.51
2024-06-25,18.24,18.06,18.55
2024-06-26,18.23,17.95,18.3
2024-06-27,18.44,18.19,18.5
2024-06-28,18.75,18.17,18.82
2024-07-01,19.2,18.73,19.31
2024-07-02,19.65,19.13,19.75
2024-07-03,19.71,19.38,19.75
2024-07-04,19.7,19.61,19.92
2024-07-05,19.4,19.29,19.76
2024-07-08,19.99,19.34,20.06
2024-07-09,20.1,19.79,20.17
2024-07-10,19.64,19.46,20.16
2024-07-11,19.83,19.4,19.89
2024-07-12,19.73,19.68,20.15
2024-07-15,19.65,19.3,19.76
2024-07-16,19.47,19.08,19.57
2024-07-17,19.11,19.06,19.55
2024-07-18,19.55,18.97,19.6
2024-07-19,19.6,19.46,19.73
2024-07-22,19.36,19.06,19.61
2024-07-23,19.64,19.23,19.75
2024-07-24,20.14,19.51,20.23
2024-07-25,19.73,19.47,20.19
2024-07-26,19.23,19.05,19.77
2024-07-29,19.35,19.1,19.42
2024-07-30,18.91,18.8,19.36
2024-07-31,18.73,18.45,18.85
2024-08-01,19.11,18.66,19.18
2024-08-02,19.08,18.9,19.26
2024-08-05,18.77,18.71,19.09
2024-08-06,18.55,18.42,18.93
2024-08-07,18.84,18.54,19.13
2024-08-08,18.52,18.51,18.91
2024-08-09,18.4,18.33,18.6
2024-08-12,18.29,18.24,18.7
2024-08-13,18.22,18.09,18.34
2024-08-14,18.59,18.12,18.68
2024-08-15,18.72,18.46,18.89
2024-08-16,18.28,18.04,18.72
2024-08-19,18.19,18.14,18.48
2024-08-20,18.03,17.88,18.24
2024-08-21,18.05,17.89,18.14
2024-08-22,18.45,18.02,18.45
2024-08-23,17.93,17.88,18.41
2024-08-26,17.95,17.72,18.04
2024-08-27,17.75,17.65,17.92
2024-08-28,17.87,17.73,18.08
2024-08-29,17.48,17.4,17.9
2024-08-30,17.2,17.01,17.57
2024-09-02,17.72,17.35,17.9
2024-09-03,17.37,17.31,18.1
2024-09-04,17.59,17.24,17.8
2024-09-05,17.5,17.32,17.65
2024-09-06,17.61,17.54,17.95
2024-09-09,17.74,17.55,17.91
2024-09-10,18.11,17.75,18.22
2024-09-11,17.35,17.25,18.15
2024-09-12,17.06,17.03,17.39
2024-09-13,17.2,17.01,17.37
2024-09-18,17.54,17.1,17.71
2024-09-19,17.43,17.07,17.58
2024-09-20,17.2,16.97,17.52
2024-09-23,17.72,17.16,17.77
2024-09-24,18.23,17.46,18.3
2024-09-25,18.25,18.15,18.53
2024-09-26,17.65,17.45,18.38
2024-09-27,17.84,17.43,18.12
2024-09-30,18.85,17.84,19.11
2024-10-08,18.32,17.78,20.47
2024-10-09,17.62,17.47,18.19
2024-10-10,18.0,17.95,18.57
2024-10-11,18.15,17.81,18.48
2024-10-14,18.12,17.72,18.34
2024-10-15,17.56,17.56,18.2
2024-10-16,18.01,17.54,18.17
2024-10-17,17.68,17.67,18.17
2024-10-18,17.57,17.31,17.78
2024-10-21,17.25,17.16,17.6
2024-10-22,17.25,17.14,17.3
2024-10-23,17.13,17.11,17.35
2024-10-24,17.19,16.87,17.21
2024-10-25,16.88,16.77,17.18
2024-10-28,16.93,16.59,16.98
2024-10-29,16.89,16.78,17.05
2024-10-30,16.91,16.59,16.95
2024-10-31,16.74,16.69,16.98
2024-11-01,17.09,16.62,17.14
2024-11-04,17.02,16.85,17.11
2024-11-05,17.03,16.95,17.2
2024-11-06,16.99,16.88,17.12
2024-11-07,17.12,16.9,17.15
2024-11-08,17.19,17.01,17.46
2024-11-11,16.9,16.82,17.14
2024-11-12,16.74,16.67,17.03
2024-11-13,17.02,16.62,17.09
2024-11-14,16.84,16.83,17.24
2024-11-15,16.67,16.67,16.94
2024-11-18,16.86,16.7,17.04
2024-11-19,16.73,16.59,16.87
2024-11-20,16.83,16.6,16.9
2024-11-21,17.08,16.78,17.14
2024-11-22,16.66,16.66,17.22
2024-11-25,16.74,16.65,17.0
2024-11-26,16.57,16.55,16.8
2024-11-27,16.67,16.52,16.72
2024-11-28,16.46,16.38,16.66
2024-11-29,16.48,16.41,16.62
2024-12-02,17.05,16.76,17.2
2024-12-03,17.56,16.75,18.66
2024-12-04,17.19,17.11,17.49
2024-12-05,17.01,16.95,17.25
2024-12-06,17.01,16.96,17.1
2024-12-09,17.04,16.83,17.1
2024-12-10,16.97,16.93,17.17
2024-12-11,16.89,16.83,16.97
2024-12-12,16.9,16.84,16.98
2024-12-13,16.8,16.8,16.93
2024-12-16,17.35,16.8,17.36
2024-12-17,17.2,17.18,17.59
2024-12-18,17.34,17.25,17.53
2024-12-19,17.01,17.01,17.32
2024-12-20,17.08,16.93,17.2
2024-12-23,17.18,16.8,17.25
2024-12-24,17.24,17.02,17.36
2024-12-25,17.49,17.23,17.54
2024-12-26,17.15,17.11,17.48
2024-12-27,17.25,17.07,17.3
2024-12-30,17.09,17.04,17.38
2024-12-31,17.25,17.09,17.44
2025-01-02,16.68,16.63,17.33
2025-01-03,16.55,16.42,16.78
2025-01-06,16.33,16.26,16.61
2025-01-07,16.13,16.06,16.33
2025-01-08,16.45,16.06,16.49
2025-01-09,16.19,16.15,16.47
2025-01-10,15.97,15.96,16.21
2025-01-13,15.65,15.57,16.0
2025-01-14,15.82,15.61,15.86
2025-01-15,15.87,15.64,16.13
2025-01-16,15.74,15.69,15.95
2025-01-17,15.69,15.55,15.82
2025-01-20,15.8,15.73,16.02
2025-01-21,15.8,15.66,15.94
2025-01-22,15.6,15.57,15.92
2025-01-23,15.52,15.49,15.72
2025-01-24,15.49,15.35,15.57
2025-01-27,15.89,15.49,15.95
2025-02-05,15.53,15.48,15.89
2025-02-06,15.7,15.48,15.7
2025-02-07,15.63,15.58,15.73
2025-02-10,15.52,15.39,15.67
2025-02-11,15.61,15.5,15.67
2025-02-12,15.63,15.51,15.65
2025-02-13,15.53,15.52,15.72
2025-02-14,15.55,15.46,15.65
2025-02-17,15.59,15.1,15.59
2025-02-18,15.61,15.52,15.82
2025-02-19,15.54,15.47,15.67
2025-02-20,15.75,15.41,15.84
2025-02-21,15.46,15.44,15.77
2025-02-24,15.13,15.11,15.56
2025-02-25,14.88,14.84,15.16
2025-02-26,15.18,14.88,15.24
2025-02-27,15.07,15.03,15.25
","date,60日,high
2024-06-25,17.648054644808745,18.55
2024-06-26,17.678841530054644,18.3
2024-06-27,17.715524590163934,18.5
2024-06-28,17.761327868852458,18.82
2024-07-01,17.82071038251366,19.31
2024-07-02,17.893453551912568,19.75
2024-07-03,17.966415300546444,19.75
2024-07-04,18.03720218579235,19.92
2024-07-05,18.096284153005463,19.76
2024-07-08,18.173284153005465,20.06
2024-07-09,18.252054644808744,20.17
2024-07-10,18.313967213114754,20.16
2024-07-11,18.380601092896175,19.89
2024-07-12,18.442398907103822,20.15
2024-07-15,18.500196721311475,19.76
2024-07-16,18.550612021857923,19.57
2024-07-17,18.587950819672134,19.55
2024-07-18,18.63861202185792,19.6
2024-07-19,18.68955191256831,19.73
2024-07-22,18.73112568306011,19.61
2024-07-23,18.780437158469944,19.75
2024-07-24,18.84466666666667,20.23
2024-07-25,18.893628415300547,20.19
2024-07-26,18.924513661202187,19.77
2024-07-29,18.957808743169398,19.42
2024-07-30,18.975256830601094,19.36
2024-07-31,18.98556830601093,18.85
2024-08-01,19.007060109289615,19.18
2024-08-02,19.026131147540983,19.26
2024-08-05,19.033639344262294,19.09
2024-08-06,19.032754098360652,18.93
2024-08-07,19.04046448087432,19.13
2024-08-08,19.03669945355191,18.91
2024-08-09,19.02812568306011,18.6
2024-08-12,19.015016393442625,18.7
2024-08-13,18.998770491803274,18.34
2024-08-14,18.994000000000003,18.68
2024-08-15,18.99272677595628,18.89
2024-08-16,18.97610928961749,18.72
2024-08-19,18.955896174863387,18.48
2024-08-20,18.930092896174866,18.24
2024-08-21,18.904693989071035,18.14
2024-08-22,18.892289617486338,18.45
2024-08-23,18.862508196721315,18.41
2024-08-26,18.83345901639344,18.04
2024-08-27,18.797885245901643,17.92
2024-08-28,18.766420765027316,18.08
2024-08-29,18.722387978142077,17.9
2024-08-30,18.66968306010929,17.57
2024-09-02,18.63460655737705,17.9
2024-09-03,18.588579234972677,18.1
2024-09-04,18.550360655737702,17.8
2024-09-05,18.509830601092894,17.65
2024-09-06,18.47362841530055,17.95
2024-09-09,18.442229508196725,17.91
2024-09-10,18.423213114754095,18.22
2024-09-11,18.379234972677594,18.15
2024-09-12,18.326065573770496,17.39
2024-09-13,18.278109289617486,17.37
2024-09-18,18.241748633879777,17.71
2024-09-19,18.202218579234973,17.58
2024-09-20,18.155590163934423,17.52
2024-09-23,18.126573770491802,17.77
2024-09-24,18.11467213114754,18.3
2024-09-25,18.10371038251366,18.53
2024-09-26,18.0735956284153,18.38
2024-09-27,18.050803278688527,18.12
2024-09-30,18.062147540983606,19.11
2024-10-08,18.056579234972677,20.47
2024-10-09,18.028650273224045,18.19
2024-10-10,18.01447540983607,18.57
2024-10-11,18.00636612021858,18.48
2024-10-14,17.99808743169399,18.34
2024-10-15,17.972382513661202,18.2
2024-10-16,17.9626174863388,18.17
2024-10-17,17.94292896174863,18.17
2024-10-18,17.920612021857924,17.78
2024-10-21,17.88864480874317,17.6
2024-10-22,17.857934426229505,17.3
2024-10-23,17.824573770491803,17.35
2024-10-24,17.794398907103826,17.21
2024-10-25,17.755398907103825,17.18
2024-10-28,17.719819672131145,16.98
2024-10-29,17.684459016393443,17.05
2024-10-30,17.651032786885242,16.95
2024-10-31,17.613366120218576,16.98
2024-11-01,17.588360655737702,17.14
2024-11-04,17.561956284153005,17.11
2024-11-05,17.5370218579235,17.2
2024-11-06,17.511896174863388,17.12
2024-11-07,17.492005464480872,17.15
2024-11-08,17.475191256830602,17.46
2024-11-11,17.449770491803278,17.14
2024-11-12,17.419989071038252,17.03
2024-11-13,17.400295081967215,17.09
2024-11-14,17.37539344262295,17.24
2024-11-15,17.345672131147545,16.94
2024-11-18,17.323229508196718,17.04
2024-11-19,17.297540983606556,16.87
2024-11-20,17.2759781420765,16.9
2024-11-21,17.26335519125683,17.14
2024-11-22,17.237480874316937,17.22
2024-11-25,17.21498907103825,17.0
2024-11-26,17.18785792349727,16.8
2024-11-27,17.164748633879782,16.72
2024-11-28,17.13545355191257,16.66
2024-11-29,17.107519125683062,16.62
2024-12-02,17.099032786885246,17.2
2024-12-03,17.107502732240437,18.66
2024-12-04,17.103644808743173,17.49
2024-12-05,17.094174863387973,17.25
2024-12-06,17.08490163934426,17.1
2024-12-09,17.076928961748635,17.1
2024-12-10,17.066912568306012,17.17
2024-12-11,17.05462295081967,16.97
2024-12-12,17.043125683060108,16.98
2024-12-13,17.02901092896175,16.93
2024-12-16,17.033229508196722,17.36
2024-12-17,17.032371584699455,17.59
2024-12-18,17.03610382513661,17.53
2024-12-19,17.02912568306011,17.32
2024-12-20,17.024672131147543,17.2
2024-12-23,17.023562841530055,17.25
2024-12-24,17.024715846994535,17.36
2024-12-25,17.03460655737705,17.54
2024-12-26,17.0337650273224,17.48
2024-12-27,17.036475409836065,17.3
2024-12-30,17.034262295081966,17.38
2024-12-31,17.038256830601092,17.44
2025-01-02,17.024147540983606,17.33
2025-01-03,17.00628961748634,16.78
2025-01-06,16.98201092896175,16.61
2025-01-07,16.952169398907106,16.33
2025-01-08,16.933907103825135,16.49
2025-01-09,16.907726775956284,16.47
2025-01-10,16.87532786885246,16.21
2025-01-13,16.833371584699453,16.0
2025-01-14,16.79803825136612,15.86
2025-01-15,16.76512568306011,16.13
2025-01-16,16.72870491803279,15.95
2025-01-17,16.691404371584703,15.82
2025-01-20,16.658530054644807,16.02
2025-01-21,16.626245901639344,15.94
2025-01-22,16.588021857923497,15.92
2025-01-23,16.547879781420768,15.72
2025-01-24,16.507513661202186,15.57
2025-01-27,16.480945355191256,15.95
2025-02-05,16.44322950819672,15.89
2025-02-06,16.411901639344265,15.7
2025-02-07,16.379005464480876,15.73
2025-02-10,16.343245901639342,15.67
2025-02-11,16.311311475409838,15.67
2025-02-12,16.280896174863386,15.65
2025-02-13,16.247896174863392,15.72
2025-02-14,16.2162131147541,15.65
2025-02-17,16.18664480874317,15.59
2025-02-18,16.158415300546448,15.82
2025-02-19,16.128469945355192,15.67
2025-02-20,16.106131147540985,15.84
2025-02-21,16.074819672131145,15.77
2025-02-24,16.033437158469944,15.56
2025-02-25,15.98492349726776,15.16
2025-02-26,15.947218579234972,15.24
2025-02-27,15.90675956284153,15.25
"
1638,CN,technical,"2024年08月22日-2024年10月17日，华鲁恒升的开盘价大于60日加权移动平均线的天数占比多少？（%）（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",70.5882,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2024-05-30,29.08,28.71,29.91,28.87
2024-05-31,28.73,28.69,29.45,29.05
2024-06-03,28.44,28.2,28.72,28.72
2024-06-04,28.83,28.2,28.91,28.39
2024-06-05,28.47,28.42,29.01,28.77
2024-06-06,28.7,28.31,29.03,28.33
2024-06-07,28.25,28.03,28.9,28.7
2024-06-11,28.5,27.95,28.63,28.2
2024-06-12,28.23,27.94,28.59,28.46
2024-06-13,27.84,27.6,28.23,28.17
2024-06-14,27.79,27.31,27.85,27.77
2024-06-17,27.55,27.35,27.87,27.67
2024-06-18,27.99,27.2,28.08,27.55
2024-06-19,27.15,27.08,27.62,27.4
2024-06-20,26.7,26.65,27.39,27.27
2024-06-21,26.89,26.68,27.15,26.98
2024-06-24,27.05,26.47,27.3,26.64
2024-06-25,27.24,26.9,27.52,26.94
2024-06-26,26.92,26.62,27.21,27.1
2024-06-27,26.48,26.22,26.86,26.83
2024-06-28,26.64,26.3,26.88,26.48
2024-07-01,27.49,26.46,27.66,26.78
2024-07-02,26.38,26.27,27.5,27.48
2024-07-03,25.88,25.72,26.5,26.25
2024-07-04,25.85,25.75,26.19,26.0
2024-07-05,25.73,25.51,25.9,25.7
2024-07-08,25.5,25.35,25.9,25.64
2024-07-09,25.4,25.02,25.68,25.68
2024-07-10,25.42,25.23,25.74,25.39
2024-07-11,26.21,25.5,26.44,25.7
2024-07-12,26.77,26.22,26.91,26.4
2024-07-15,26.6,26.51,27.1,26.54
2024-07-16,26.49,26.26,26.65,26.55
2024-07-17,26.74,26.23,26.79,26.4
2024-07-18,27.0,26.55,27.01,26.76
2024-07-19,26.91,26.52,27.0,26.87
2024-07-22,26.28,26.1,26.95,26.83
2024-07-23,25.03,24.79,26.33,26.31
2024-07-24,24.51,24.3,25.22,25.2
2024-07-25,24.09,23.95,24.64,24.35
2024-07-26,24.45,23.97,25.16,24.03
2024-07-29,23.88,23.86,24.52,24.4
2024-07-30,23.72,23.4,23.89,23.81
2024-07-31,24.85,23.74,24.99,23.9
2024-08-01,24.03,24.0,25.21,24.86
2024-08-02,23.47,23.4,24.03,23.86
2024-08-05,23.14,23.14,24.05,23.3
2024-08-06,23.22,23.07,23.62,23.38
2024-08-07,23.23,22.9,23.59,23.1
2024-08-08,23.77,23.1,24.16,23.1
2024-08-09,23.48,23.36,23.86,23.85
2024-08-12,23.24,23.16,23.68,23.33
2024-08-13,23.01,22.7,23.38,23.24
2024-08-14,22.02,22.0,23.01,23.0
2024-08-15,22.14,21.89,22.67,22.08
2024-08-16,22.3,21.91,22.45,22.2
2024-08-19,22.29,22.18,22.85,22.27
2024-08-20,22.05,21.91,22.44,22.29
2024-08-21,21.96,21.75,22.21,21.92
2024-08-22,21.93,21.7,22.07,21.93
2024-08-23,22.65,22.13,22.99,22.13
2024-08-26,22.03,21.9,22.74,22.7
2024-08-27,21.78,21.62,22.05,21.98
2024-08-28,21.8,21.62,22.01,21.62
2024-08-29,22.26,21.55,22.42,21.8
2024-08-30,22.85,21.96,23.31,22.33
2024-09-02,22.41,22.21,22.82,22.81
2024-09-03,22.39,21.95,22.58,22.26
2024-09-04,22.13,21.86,22.32,22.2
2024-09-05,22.35,21.92,22.37,22.11
2024-09-06,20.97,20.81,22.38,22.35
2024-09-09,20.83,20.63,21.04,20.68
2024-09-10,20.79,20.52,21.02,20.75
2024-09-11,20.75,20.33,20.88,20.62
2024-09-12,20.46,20.35,20.96,20.73
2024-09-13,19.96,19.83,20.6,20.48
2024-09-18,20.24,19.97,20.45,20.08
2024-09-19,20.75,20.04,21.0,20.34
2024-09-20,20.56,20.28,20.72,20.72
2024-09-23,20.55,20.41,20.95,20.5
2024-09-24,21.5,20.6,21.52,21.0
2024-09-25,21.55,21.49,22.21,21.83
2024-09-26,23.11,21.46,23.15,21.48
2024-09-27,24.4,23.48,24.89,23.5
2024-09-30,26.19,24.74,26.56,25.72
2024-10-08,26.6,25.78,28.78,28.78
2024-10-09,24.41,24.19,26.04,26.0
2024-10-10,24.52,24.21,25.17,24.4
2024-10-11,23.63,23.34,24.67,24.59
2024-10-14,23.85,23.24,23.97,23.65
2024-10-15,23.27,23.27,23.98,23.76
2024-10-16,23.13,22.9,23.36,23.0
2024-10-17,22.57,22.56,23.35,23.18
","date,60日,open
2024-08-22,24.516081967213115,21.93
2024-08-23,24.4172131147541,22.13
2024-08-26,24.301530054644815,22.7
2024-08-27,24.18131147540984,21.98
2024-08-28,24.065387978142073,21.62
2024-08-29,23.96838797814207,21.8
2024-08-30,23.89412568306011,22.33
2024-09-02,23.80863387978142,22.81
2024-09-03,23.72567759562842,22.26
2024-09-04,23.637535519125684,22.2
2024-09-05,23.559939890710385,22.11
2024-09-06,23.44009836065574,22.35
2024-09-09,23.319393442622957,20.68
2024-09-10,23.20104918032787,20.75
2024-09-11,23.08532786885246,20.62
2024-09-12,22.963595628415295,20.73
2024-09-13,22.828879781420763,20.48
2024-09-18,22.707131147540984,20.08
2024-09-19,22.605825136612022,20.34
2024-09-20,22.501836065573766,20.72
2024-09-23,22.400994535519125,20.5
2024-09-24,22.33454098360656,21.0
2024-09-25,22.272535519125682,21.83
2024-09-26,22.26492349726776,21.48
2024-09-27,22.30139344262295,23.5
2024-09-30,22.397360655737703,25.72
2024-10-08,22.50658469945355,28.78
2024-10-09,22.54353005464481,26.0
2024-10-10,22.58467759562842,24.4
2024-10-11,22.59712568306011,24.59
2024-10-14,22.617765027322406,23.65
2024-10-15,22.620677595628415,23.76
2024-10-16,22.620912568306018,23.0
2024-10-17,22.604683060109284,23.18
"
1639,CN,technical,"统计德赛西威在2019年12月04日到2020年04月25日间，最高价大于20日加权移动平均线的天数占比（%）。（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",24.2105,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2019-11-07,25.82,25.47,26.05,25.9
2019-11-08,26.14,25.66,26.77,25.98
2019-11-11,25.53,25.51,26.3,26.05
2019-11-12,25.86,25.49,26.31,25.49
2019-11-13,26.1,25.66,26.16,26.04
2019-11-14,25.69,25.48,26.0,25.81
2019-11-15,25.55,25.2,25.98,25.63
2019-11-18,25.61,25.35,25.95,25.51
2019-11-19,25.75,25.46,25.86,25.78
2019-11-20,26.37,25.69,27.15,25.69
2019-11-21,25.23,25.05,26.08,25.92
2019-11-22,24.64,24.5,25.56,25.22
2019-11-25,24.89,24.45,25.16,24.65
2019-11-26,24.49,24.16,25.1,24.9
2019-11-27,24.4,24.16,24.68,24.37
2019-11-28,24.6,24.28,24.68,24.47
2019-11-29,25.35,24.47,25.35,24.6
2019-12-02,25.35,24.88,25.8,25.49
2019-12-03,26.45,25.11,26.68,25.11
2019-12-04,27.25,26.05,27.5,26.25
2019-12-05,27.46,26.95,27.88,27.12
2019-12-06,28.09,27.25,28.4,27.81
2019-12-09,28.57,28.14,28.9,28.19
2019-12-10,28.72,28.12,28.9,28.57
2019-12-11,29.0,28.46,29.3,28.72
2019-12-12,29.41,28.81,30.3,29.09
2019-12-13,29.44,29.1,29.85,29.71
2019-12-16,29.9,29.29,30.1,29.46
2019-12-17,30.11,29.61,31.3,29.78
2019-12-18,30.07,29.77,30.69,30.07
2019-12-19,30.62,29.84,31.07,30.07
2019-12-20,30.89,30.6,31.5,30.67
2019-12-23,30.0,29.68,30.78,30.69
2019-12-24,30.83,29.93,31.25,30.21
2019-12-25,31.37,30.53,31.95,30.58
2019-12-26,30.75,30.28,31.35,31.05
2019-12-27,30.5,30.18,31.1,30.68
2019-12-30,30.6,29.0,31.42,30.5
2019-12-31,30.33,30.22,31.24,30.63
2020-01-02,30.77,30.22,30.99,30.7
2020-01-03,31.29,30.37,31.34,30.75
2020-01-06,31.96,30.9,33.27,31.0
2020-01-07,33.1,31.31,33.66,31.82
2020-01-08,33.85,32.48,34.18,32.48
2020-01-09,34.76,34.0,36.2,34.04
2020-01-10,34.75,34.38,36.25,34.38
2020-01-13,35.78,34.43,36.15,35.33
2020-01-14,35.5,35.5,37.4,35.92
2020-01-15,35.7,35.15,35.96,35.37
2020-01-16,35.7,35.05,36.2,36.15
2020-01-17,35.2,34.8,36.11,35.99
2020-01-20,36.15,35.0,36.4,35.52
2020-01-21,36.5,35.09,36.85,36.15
2020-01-22,35.7,33.01,36.5,36.5
2020-01-23,34.4,33.71,36.17,34.63
2020-02-03,30.96,30.96,31.8,30.99
2020-02-04,33.5,31.25,33.9,31.25
2020-02-05,33.5,33.17,34.95,33.85
2020-02-06,33.5,32.8,33.99,32.96
2020-02-07,33.67,32.3,33.94,33.48
2020-02-10,35.67,33.4,35.8,33.9
2020-02-11,34.51,34.16,35.5,35.43
2020-02-12,34.63,33.74,34.78,34.17
2020-02-13,35.38,34.24,36.2,34.98
2020-02-14,35.69,34.9,36.66,35.4
2020-02-17,36.65,35.9,37.4,36.27
2020-02-18,36.37,35.71,37.26,36.6
2020-02-19,37.07,35.96,37.78,36.35
2020-02-20,37.0,36.12,37.29,37.0
2020-02-21,38.23,36.63,38.88,37.2
2020-02-24,42.05,39.6,42.05,39.61
2020-02-25,45.8,41.01,46.26,41.38
2020-02-26,43.8,42.66,47.5,45.0
2020-02-27,43.5,42.7,45.88,44.5
2020-02-28,43.07,41.5,47.8,41.5
2020-03-02,46.3,44.11,47.38,45.13
2020-03-03,48.25,47.17,50.5,47.17
2020-03-04,45.5,43.44,48.58,48.27
2020-03-05,42.88,41.76,45.98,45.61
2020-03-06,42.88,42.0,43.69,43.13
2020-03-09,40.0,39.5,42.68,41.3
2020-03-10,41.72,38.9,42.2,39.9
2020-03-11,40.5,40.5,43.46,42.03
2020-03-12,39.71,38.94,41.5,39.92
2020-03-13,38.99,36.4,40.5,36.8
2020-03-16,36.0,35.36,39.57,39.52
2020-03-17,35.65,34.93,37.5,36.95
2020-03-18,34.35,34.3,36.98,36.1
2020-03-19,34.83,33.41,35.18,34.72
2020-03-20,33.89,32.88,35.58,35.42
2020-03-23,30.8,30.59,33.37,32.91
2020-03-24,31.42,29.31,32.5,31.72
2020-03-25,32.83,32.25,34.37,32.4
2020-03-26,32.3,32.18,33.67,32.71
2020-03-27,31.57,31.5,33.16,32.98
2020-03-30,31.12,29.5,31.68,30.87
2020-03-31,30.49,30.35,32.2,31.6
2020-04-01,30.87,30.48,31.88,30.71
2020-04-02,32.14,30.5,32.35,30.81
2020-04-03,31.84,31.4,32.49,32.49
2020-04-07,32.9,32.21,33.78,32.4
2020-04-08,32.47,32.25,33.13,33.0
2020-04-09,33.23,32.3,33.45,32.8
2020-04-10,32.0,31.61,33.23,33.23
2020-04-13,31.6,30.38,31.91,31.29
2020-04-14,32.8,31.7,32.9,31.93
2020-04-15,33.6,32.6,34.25,32.82
2020-04-16,33.7,32.61,33.94,33.5
2020-04-17,33.96,33.59,35.19,34.85
2020-04-20,34.73,33.6,34.97,33.97
2020-04-21,34.68,33.75,34.86,34.21
2020-04-22,36.24,34.03,36.49,34.03
2020-04-23,36.11,35.79,36.88,36.4
2020-04-24,35.64,35.46,36.68,36.49
","date,20日,high
2019-12-04,25.504714285714286,27.5
2019-12-05,25.686285714285717,27.88
2019-12-06,25.92004761904762,28.4
2019-12-09,26.190238095238094,28.9
2019-12-10,26.460238095238093,28.9
2019-12-11,26.743285714285715,29.3
2019-12-12,27.05157142857143,30.3
2019-12-13,27.345,29.85
2019-12-16,27.663714285714285,30.1
2019-12-17,27.982000000000003,31.3
2019-12-18,28.275714285714283,30.69
2019-12-19,28.60419047619047,31.07
2019-12-20,28.93271428571429,31.5
2019-12-23,29.146714285714282,30.78
2019-12-24,29.41542857142857,31.25
2019-12-25,29.70538095238095,31.95
2019-12-26,29.903095238095236,31.35
2019-12-27,30.047714285714285,31.1
2019-12-30,30.177333333333333,31.42
2019-12-31,30.256238095238093,31.24
2020-01-02,30.358571428571427,30.99
2020-01-03,30.493666666666662,31.34
2020-01-06,30.674333333333333,33.27
2020-01-07,30.94514285714286,33.66
2020-01-08,31.265809523809523,34.18
2020-01-09,31.648714285714284,36.2
2020-01-10,32.00323809523809,36.25
2020-01-13,32.43042857142857,36.15
2020-01-14,32.800761904761906,37.4
2020-01-15,33.16347619047619,35.96
2020-01-16,33.499571428571436,36.2
2020-01-17,33.7612380952381,36.11
2020-01-20,34.09157142857143,36.4
2020-01-21,34.430190476190475,36.85
2020-01-22,34.66166666666667,36.5
2020-01-23,34.74614285714286,36.17
2020-02-03,34.48857142857143,31.8
2020-02-04,34.47190476190476,33.9
2020-02-05,34.44095238095238,34.95
2020-02-06,34.39619047619047,33.99
2020-02-07,34.35252380952381,33.94
2020-02-10,34.485523809523805,35.8
2020-02-11,34.48719047619048,35.5
2020-02-12,34.48814285714286,34.78
2020-02-13,34.55323809523811,36.2
2020-02-14,34.640571428571434,36.66
2020-02-17,34.814904761904764,37.4
2020-02-18,34.953523809523816,37.26
2020-02-19,35.156,37.78
2020-02-20,35.34433333333333,37.29
2020-02-21,35.64361904761905,38.88
2020-02-24,36.294666666666664,42.05
2020-02-25,37.2702380952381,46.26
2020-02-26,38.00938095238095,47.5
2020-02-27,38.68519047619048,45.88
2020-02-28,39.28290476190476,47.8
2020-03-02,40.146952380952385,47.38
2020-03-03,41.12366666666667,50.5
2020-03-04,41.7682380952381,48.58
2020-03-05,42.10614285714285,45.98
2020-03-06,42.39938095238096,43.69
2020-03-09,42.37447619047619,42.68
2020-03-10,42.492761904761906,42.2
2020-03-11,42.46052380952381,43.46
2020-03-12,42.32509523809524,41.5
2020-03-13,42.100476190476186,40.5
2020-03-16,41.575380952380954,39.57
2020-03-17,41.02004761904762,37.5
2020-03-18,40.34433333333334,36.98
2020-03-19,39.72728571428571,35.18
2020-03-20,39.03104761904762,35.58
2020-03-23,38.061190476190475,33.37
2020-03-24,37.20395238095238,32.5
2020-03-25,36.5494761904762,34.37
2020-03-26,35.8967619047619,33.67
2020-03-27,35.22785714285714,33.16
2020-03-30,34.570857142857136,31.68
2020-03-31,33.92614285714286,32.2
2020-04-01,33.40219047619047,31.88
2020-04-02,33.06885714285714,32.35
2020-04-03,32.75809523809524,32.49
2020-04-07,32.60085714285714,33.78
2020-04-08,32.43647619047619,33.13
2020-04-09,32.38852380952381,33.45
2020-04-10,32.258047619047616,33.23
2020-04-13,32.12619047619047,31.91
2020-04-14,32.143809523809516,32.9
2020-04-15,32.252857142857145,34.25
2020-04-16,32.381190476190476,33.94
2020-04-17,32.53738095238095,35.19
2020-04-20,32.77104761904762,34.97
2020-04-21,32.99595238095238,34.86
2020-04-22,33.350952380952386,36.49
2020-04-23,33.67061904761905,36.88
2020-04-24,33.92990476190476,36.68
"
1640,CN,technical,"赛轮轮胎2020年06月09日至2020年10月27日, 最低价大于5日指数移动平均线的天数占比？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",85.3211,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low
2020-05-12,4.52,4.45
2020-05-13,4.52,4.4
2020-05-14,4.1,4.07
2020-05-15,4.06,3.87
2020-05-18,4.28,4.01
2020-05-19,4.16,4.16
2020-05-20,4.05,4.03
2020-05-21,3.92,3.9
2020-05-22,3.86,3.82
2020-05-25,3.95,3.82
2020-05-26,3.92,3.86
2020-05-27,3.86,3.84
2020-05-28,3.8,3.74
2020-05-29,3.75,3.73
2020-06-01,3.86,3.75
2020-06-02,3.85,3.83
2020-06-03,3.85,3.83
2020-06-04,3.87,3.85
2020-06-05,3.81,3.78
2020-06-08,3.79,3.78
2020-06-09,3.8,3.77
2020-06-10,3.74,3.72
2020-06-11,3.63,3.62
2020-06-12,3.65,3.56
2020-06-15,3.57,3.56
2020-06-16,3.58,3.56
2020-06-17,3.49,3.46
2020-06-18,3.54,3.46
2020-06-19,3.6,3.53
2020-06-22,3.62,3.58
2020-06-23,3.6,3.57
2020-06-24,3.56,3.53
2020-06-29,3.5,3.48
2020-06-30,3.53,3.48
2020-07-01,3.54,3.49
2020-07-02,3.64,3.52
2020-07-03,3.81,3.65
2020-07-06,4.04,3.91
2020-07-07,3.98,3.98
2020-07-08,4.03,3.94
2020-07-09,4.07,4.02
2020-07-10,3.95,3.95
2020-07-13,4.3,3.94
2020-07-14,4.34,4.27
2020-07-15,4.39,4.31
2020-07-16,4.06,4.02
2020-07-17,4.08,4.02
2020-07-20,4.33,4.14
2020-07-21,4.26,4.17
2020-07-22,4.27,4.21
2020-07-23,4.31,4.15
2020-07-24,4.1,4.05
2020-07-27,3.99,3.93
2020-07-28,3.97,3.91
2020-07-29,4.02,3.91
2020-07-30,3.95,3.92
2020-07-31,3.96,3.91
2020-08-03,4.19,3.97
2020-08-04,4.12,4.11
2020-08-05,4.15,4.09
2020-08-06,4.14,4.09
2020-08-07,4.05,4.01
2020-08-10,4.46,4.01
2020-08-11,4.37,4.31
2020-08-12,4.48,4.34
2020-08-13,4.54,4.47
2020-08-14,4.49,4.35
2020-08-17,4.51,4.37
2020-08-18,4.61,4.48
2020-08-19,4.49,4.49
2020-08-20,4.49,4.42
2020-08-21,4.44,4.4
2020-08-24,4.43,4.39
2020-08-25,4.35,4.34
2020-08-26,4.22,4.17
2020-08-27,4.3,4.18
2020-08-28,4.35,4.24
2020-08-31,4.34,4.34
2020-09-01,4.31,4.27
2020-09-02,4.29,4.21
2020-09-03,4.26,4.23
2020-09-04,4.21,4.14
2020-09-07,4.2,4.18
2020-09-08,4.2,4.12
2020-09-09,4.14,4.13
2020-09-10,4.09,4.08
2020-09-11,4.09,4.03
2020-09-14,4.12,4.08
2020-09-15,4.24,4.1
2020-09-16,4.29,4.2
2020-09-17,4.37,4.27
2020-09-18,4.37,4.28
2020-09-21,4.32,4.29
2020-09-22,4.28,4.23
2020-09-23,4.28,4.26
2020-09-24,4.13,4.12
2020-09-25,4.07,4.03
2020-09-28,4.16,4.09
2020-09-29,4.45,4.16
2020-09-30,4.47,4.41
2020-10-09,4.51,4.46
2020-10-12,4.56,4.45
2020-10-13,4.65,4.5
2020-10-14,4.92,4.57
2020-10-15,4.89,4.87
2020-10-16,4.91,4.87
2020-10-19,4.84,4.8
2020-10-20,4.91,4.82
2020-10-21,4.92,4.86
2020-10-22,4.91,4.81
2020-10-23,4.86,4.84
2020-10-26,4.84,4.75
2020-10-27,4.8,4.75
","date,5日,low
2020-05-18,4.275555555555556,4.01
2020-05-19,4.237037037037037,4.16
2020-05-20,4.174691358024692,4.03
2020-05-21,4.089794238683128,3.9
2020-05-22,4.013196159122085,3.82
2020-05-25,3.992130772748057,3.82
2020-05-26,3.9680871818320385,3.86
2020-05-27,3.9320581212213592,3.84
2020-05-28,3.8880387474809064,3.74
2020-05-29,3.8420258316539377,3.73
2020-06-01,3.8480172211026256,3.75
2020-06-02,3.8486781474017504,3.83
2020-06-03,3.8491187649345004,3.83
2020-06-04,3.8560791766230005,3.85
2020-06-05,3.8407194510820006,3.78
2020-06-08,3.8238129673880006,3.78
2020-06-09,3.8158753115920008,3.77
2020-06-10,3.790583541061334,3.72
2020-06-11,3.73705569404089,3.62
2020-06-12,3.7080371293605934,3.56
2020-06-15,3.6620247529070626,3.56
2020-06-16,3.6346831686047087,3.56
2020-06-17,3.5864554457364726,3.46
2020-06-18,3.5709702971576487,3.46
2020-06-19,3.580646864771766,3.53
2020-06-22,3.593764576514511,3.58
2020-06-23,3.595843051009674,3.57
2020-06-24,3.583895367339783,3.53
2020-06-29,3.555930244893189,3.48
2020-06-30,3.547286829928793,3.48
2020-07-01,3.5448578866191953,3.49
2020-07-02,3.5765719244127974,3.52
2020-07-03,3.6543812829418654,3.65
2020-07-06,3.7829208552945772,3.91
2020-07-07,3.8486139035297184,3.98
2020-07-08,3.909075935686479,3.94
2020-07-09,3.962717290457653,4.02
2020-07-10,3.9584781936384354,3.95
2020-07-13,4.072318795758957,3.94
2020-07-14,4.161545863839304,4.27
2020-07-15,4.237697242559537,4.31
2020-07-16,4.178464828373024,4.02
2020-07-17,4.14564321891535,4.02
2020-07-20,4.2070954792769,4.14
2020-07-21,4.224730319517933,4.17
2020-07-22,4.2398202130119556,4.21
2020-07-23,4.2632134753413045,4.15
2020-07-24,4.2088089835608695,4.05
2020-07-27,4.135872655707247,3.93
2020-07-28,4.080581770471499,3.91
2020-07-29,4.0603878469809995,3.91
2020-07-30,4.023591897987333,3.92
2020-07-31,4.002394598658222,3.91
2020-08-03,4.064929732438816,3.97
2020-08-04,4.083286488292544,4.11
2020-08-05,4.105524325528363,4.09
2020-08-06,4.117016217018909,4.09
2020-08-07,4.094677478012606,4.01
2020-08-10,4.216451652008405,4.01
2020-08-11,4.26763443467227,4.31
2020-08-12,4.338422956448181,4.34
2020-08-13,4.405615304298787,4.47
2020-08-14,4.4337435361991915,4.35
2020-08-17,4.459162357466128,4.37
2020-08-18,4.509441571644086,4.48
2020-08-19,4.502961047762724,4.49
2020-08-20,4.498640698508483,4.42
2020-08-21,4.479093799005655,4.4
2020-08-24,4.462729199337104,4.39
2020-08-25,4.425152799558069,4.34
2020-08-26,4.356768533038713,4.17
2020-08-27,4.337845688692475,4.18
2020-08-28,4.341897125794984,4.24
2020-08-31,4.341264750529989,4.34
2020-09-01,4.330843167019992,4.27
2020-09-02,4.3172287780133285,4.21
2020-09-03,4.298152518675552,4.23
2020-09-04,4.268768345783702,4.14
2020-09-07,4.245845563855801,4.18
2020-09-08,4.230563709237201,4.12
2020-09-09,4.200375806158133,4.13
2020-09-10,4.163583870772089,4.08
2020-09-11,4.139055913848059,4.03
2020-09-14,4.1327039425653735,4.08
2020-09-15,4.168469295043582,4.1
2020-09-16,4.208979530029056,4.2
2020-09-17,4.26265302001937,4.27
2020-09-18,4.298435346679581,4.28
2020-09-21,4.305623564453054,4.29
2020-09-22,4.297082376302036,4.23
2020-09-23,4.291388250868025,4.26
2020-09-24,4.237592167245349,4.12
2020-09-25,4.1817281114969,4.03
2020-09-28,4.1744854076646005,4.09
2020-09-29,4.266323605109735,4.16
2020-09-30,4.334215736739823,4.41
2020-10-09,4.392810491159882,4.46
2020-10-12,4.448540327439922,4.45
2020-10-13,4.515693551626615,4.5
2020-10-14,4.650462367751077,4.57
2020-10-15,4.730308245167384,4.87
2020-10-16,4.790205496778256,4.87
2020-10-19,4.806803664518838,4.8
2020-10-20,4.841202443012559,4.82
2020-10-21,4.867468295341706,4.86
2020-10-22,4.881645530227805,4.81
2020-10-23,4.874430353485204,4.84
2020-10-26,4.862953568990136,4.75
2020-10-27,4.841969045993424,4.75
"
1641,CN,technical,中国石油从2025年12月17日到2025年12月29日，最高价小于60日指数移动平均线的天数比例是多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,83.6842,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high
2024-12-20,8.34,8.33,8.44
2024-12-23,8.58,8.37,8.62
2024-12-24,8.78,8.5,8.82
2024-12-25,9.02,8.75,9.05
2024-12-26,8.97,8.85,9.02
2024-12-27,8.92,8.81,9.07
2024-12-30,9.0,8.91,9.08
2024-12-31,8.94,8.92,9.05
2025-01-02,8.77,8.73,9.01
2025-01-03,8.85,8.8,8.95
2025-01-06,8.91,8.68,8.95
2025-01-07,8.84,8.75,8.93
2025-01-08,9.05,8.84,9.17
2025-01-09,8.82,8.7,9.03
2025-01-10,8.75,8.69,8.91
2025-01-13,8.87,8.72,8.95
2025-01-14,8.9,8.75,8.91
2025-01-15,8.86,8.79,9.02
2025-01-16,9.0,8.88,9.04
2025-01-17,8.83,8.82,8.98
2025-01-20,8.57,8.55,8.82
2025-01-21,8.45,8.41,8.56
2025-01-22,8.23,8.2,8.44
2025-01-23,8.26,8.24,8.37
2025-01-24,8.22,8.17,8.29
2025-01-27,8.33,8.19,8.35
2025-02-05,8.15,8.11,8.34
2025-02-06,8.2,8.13,8.22
2025-02-07,8.26,8.14,8.27
2025-02-10,8.23,8.2,8.28
2025-02-11,8.29,8.23,8.35
2025-02-12,8.28,8.23,8.3
2025-02-13,8.23,8.19,8.27
2025-02-14,8.11,8.08,8.24
2025-02-17,8.06,8.02,8.09
2025-02-18,8.07,8.0,8.14
2025-02-19,7.98,7.96,8.07
2025-02-20,8.01,7.95,8.04
2025-02-21,7.99,7.94,8.03
2025-02-24,7.9,7.88,7.96
2025-02-25,7.81,7.8,7.95
2025-02-26,7.79,7.75,7.85
2025-02-27,7.88,7.73,7.88
2025-02-28,7.86,7.84,7.97
2025-03-03,7.83,7.8,7.94
2025-03-04,7.62,7.61,7.78
2025-03-05,7.65,7.58,7.68
2025-03-06,7.65,7.56,7.66
2025-03-07,7.69,7.62,7.74
2025-03-10,7.66,7.63,7.73
2025-03-11,7.7,7.6,7.7
2025-03-12,7.67,7.65,7.73
2025-03-13,7.82,7.7,7.83
2025-03-14,7.84,7.79,7.85
2025-03-17,7.92,7.87,7.94
2025-03-18,7.9,7.86,7.94
2025-03-19,7.88,7.86,7.92
2025-03-20,7.95,7.88,7.97
2025-03-21,7.96,7.94,8.09
2025-03-24,7.99,7.9,8.0
2025-03-25,8.08,7.97,8.08
2025-03-26,8.11,8.06,8.15
2025-03-27,8.18,8.1,8.19
2025-03-28,8.08,8.07,8.17
2025-03-31,8.22,8.07,8.24
2025-04-01,8.25,8.2,8.3
2025-04-02,8.17,8.15,8.27
2025-04-03,8.14,8.02,8.17
2025-04-07,7.34,7.33,7.66
2025-04-08,7.7,7.33,7.75
2025-04-09,7.54,7.4,7.6
2025-04-10,7.58,7.52,7.67
2025-04-11,7.56,7.49,7.58
2025-04-14,7.69,7.55,7.7
2025-04-15,7.75,7.66,7.76
2025-04-16,7.98,7.7,8.0
2025-04-17,7.99,7.91,8.0
2025-04-18,7.99,7.95,8.08
2025-04-21,7.94,7.92,8.01
2025-04-22,8.01,7.91,8.05
2025-04-23,8.0,7.98,8.07
2025-04-24,8.0,7.97,8.03
2025-04-25,7.96,7.95,8.04
2025-04-28,8.02,7.92,8.04
2025-04-29,7.94,7.92,8.01
2025-04-30,7.99,7.94,8.03
2025-05-06,7.96,7.89,7.98
2025-05-07,8.1,7.99,8.11
2025-05-08,8.05,8.04,8.14
2025-05-09,8.1,8.09,8.15
2025-05-12,8.14,8.09,8.17
2025-05-13,8.2,8.13,8.24
2025-05-14,8.33,8.19,8.35
2025-05-15,8.28,8.25,8.35
2025-05-16,8.15,8.13,8.29
2025-05-19,8.18,8.15,8.23
2025-05-20,8.2,8.17,8.23
2025-05-21,8.27,8.23,8.3
2025-05-22,8.3,8.24,8.32
2025-05-23,8.18,8.18,8.32
2025-05-26,8.19,8.15,8.24
2025-05-27,8.17,8.16,8.23
2025-05-28,8.34,8.15,8.36
2025-05-29,8.31,8.3,8.41
2025-05-30,8.29,8.26,8.37
2025-06-03,8.3,8.28,8.38
2025-06-04,8.39,8.28,8.39
2025-06-05,8.39,8.38,8.44
2025-06-06,8.51,8.39,8.56
2025-06-09,8.63,8.51,8.65
2025-06-10,8.72,8.63,8.75
2025-06-11,8.85,8.71,8.88
2025-06-12,8.88,8.81,8.93
2025-06-13,8.99,8.89,9.14
2025-06-16,9.02,8.89,9.08
2025-06-17,9.18,8.96,9.18
2025-06-18,9.18,9.14,9.26
2025-06-19,9.25,9.04,9.26
2025-06-20,9.16,9.1,9.24
2025-06-23,9.09,9.01,9.28
2025-06-24,8.96,8.66,9.0
2025-06-25,8.69,8.61,8.75
2025-06-26,8.74,8.67,8.78
2025-06-27,8.62,8.59,8.74
2025-06-30,8.55,8.48,8.64
2025-07-01,8.64,8.5,8.7
2025-07-02,8.6,8.59,8.66
2025-07-03,8.55,8.54,8.64
2025-07-04,8.6,8.53,8.61
2025-07-07,8.53,8.45,8.6
2025-07-08,8.57,8.51,8.62
2025-07-09,8.58,8.58,8.73
2025-07-10,8.66,8.6,8.73
2025-07-11,8.65,8.65,8.82
2025-07-14,8.88,8.69,8.92
2025-07-15,8.93,8.82,8.96
2025-07-16,8.98,8.91,9.06
2025-07-17,8.91,8.87,9.03
2025-07-18,8.91,8.87,8.97
2025-07-21,8.93,8.87,8.97
2025-07-22,9.01,8.86,9.06
2025-07-23,8.94,8.92,9.06
2025-07-24,8.79,8.77,8.94
2025-07-25,8.67,8.65,8.88
2025-07-28,8.56,8.53,8.67
2025-07-29,8.72,8.59,8.74
2025-07-30,8.88,8.74,8.89
2025-07-31,8.87,8.73,8.9
2025-08-01,8.51,8.5,8.84
2025-08-04,8.47,8.4,8.51
2025-08-05,8.59,8.45,8.64
2025-08-06,8.64,8.57,8.67
2025-08-07,8.68,8.59,8.68
2025-08-08,8.77,8.63,8.82
2025-08-11,8.59,8.58,8.79
2025-08-12,8.77,8.6,8.86
2025-08-13,8.71,8.7,8.81
2025-08-14,8.65,8.65,8.77
2025-08-15,8.63,8.57,8.69
2025-08-18,8.58,8.56,8.63
2025-08-19,8.52,8.51,8.61
2025-08-20,8.62,8.5,8.65
2025-08-21,8.75,8.59,8.78
2025-08-22,8.69,8.62,8.77
2025-08-25,8.77,8.68,8.78
2025-08-26,8.77,8.74,8.87
2025-08-27,8.63,8.6,8.82
2025-08-28,8.64,8.55,8.68
2025-08-29,8.72,8.66,8.84
2025-09-01,8.71,8.6,8.78
2025-09-02,9.08,8.74,9.11
2025-09-03,9.1,9.01,9.25
2025-09-04,8.99,8.68,9.13
2025-09-05,8.9,8.85,8.98
2025-09-08,8.89,8.8,9.01
2025-09-09,8.79,8.76,8.97
2025-09-10,8.76,8.75,8.87
2025-09-11,8.73,8.66,8.79
2025-09-12,8.69,8.67,8.73
2025-09-15,8.77,8.67,8.8
2025-09-16,8.64,8.63,8.77
2025-09-17,8.46,8.41,8.56
2025-09-18,8.21,8.18,8.44
2025-09-19,8.15,8.13,8.24
2025-09-22,8.1,8.07,8.18
2025-09-23,8.14,8.05,8.19
2025-09-24,8.13,8.09,8.22
2025-09-25,8.14,8.1,8.17
2025-09-26,8.16,8.12,8.21
2025-09-29,8.17,8.08,8.22
2025-09-30,8.06,8.05,8.16
2025-10-09,8.28,8.04,8.29
2025-10-10,8.28,8.2,8.36
2025-10-13,8.23,8.09,8.29
2025-10-14,8.33,8.16,8.35
2025-10-15,8.29,8.23,8.36
2025-10-16,8.43,8.26,8.44
2025-10-17,8.41,8.36,8.5
2025-10-20,8.62,8.4,8.63
2025-10-21,8.76,8.58,8.78
2025-10-22,8.9,8.73,8.91
2025-10-23,9.18,8.92,9.18
2025-10-24,9.06,9.0,9.17
2025-10-27,9.17,8.96,9.2
2025-10-28,9.12,9.08,9.2
2025-10-29,9.09,9.04,9.14
2025-10-30,9.1,9.08,9.24
2025-10-31,9.15,9.07,9.18
2025-11-03,9.56,9.16,9.57
2025-11-04,9.57,9.5,9.7
2025-11-05,9.53,9.42,9.57
2025-11-06,9.59,9.44,9.67
2025-11-07,9.71,9.59,9.75
2025-11-10,9.87,9.68,9.88
2025-11-11,9.77,9.68,9.87
2025-11-12,9.94,9.82,10.11
2025-11-13,9.92,9.77,9.94
2025-11-14,9.82,9.81,10.02
2025-11-17,9.87,9.66,9.97
2025-11-18,9.87,9.8,9.95
2025-11-19,10.27,9.83,10.32
2025-11-20,10.12,10.11,10.44
2025-11-21,10.03,10.0,10.21
2025-11-24,9.78,9.71,10.08
2025-11-25,9.8,9.67,9.83
2025-11-26,9.72,9.66,9.88
2025-11-27,9.85,9.59,9.88
2025-11-28,9.75,9.72,9.89
2025-12-01,9.96,9.75,9.98
2025-12-02,10.0,9.92,10.17
2025-12-03,9.93,9.88,10.02
2025-12-04,10.01,9.95,10.13
2025-12-05,9.9,9.85,10.05
2025-12-08,9.85,9.75,9.94
2025-12-09,9.72,9.7,9.87
2025-12-10,9.6,9.57,9.72
2025-12-11,9.66,9.51,9.75
2025-12-12,9.53,9.45,9.59
2025-12-15,9.5,9.46,9.58
2025-12-16,9.56,9.33,9.63
2025-12-17,9.51,9.43,9.64
2025-12-18,9.71,9.53,9.78
2025-12-19,9.65,9.55,9.75
2025-12-22,9.72,9.64,9.75
2025-12-23,9.89,9.75,9.98
2025-12-24,9.85,9.73,9.9
2025-12-25,9.83,9.79,9.94
2025-12-26,9.85,9.77,9.9
2025-12-29,10.06,9.81,10.1
","date,60日,high
2025-03-24,8.107713895240174,8.0
2025-03-25,8.106805242937217,8.08
2025-03-26,8.106909989070422,8.15
2025-03-27,8.109306382871392,8.19
2025-03-28,8.108345517859215,8.17
2025-03-31,8.112006320552355,8.24
2025-04-01,8.116530703485065,8.3
2025-04-02,8.11828379517408,8.27
2025-04-03,8.118995801889684,8.17
2025-04-07,8.093454955926088,7.66
2025-04-08,8.080554793436708,7.75
2025-04-09,8.062831685455176,7.6
2025-04-10,8.047001138391073,7.67
2025-04-11,8.03103388795202,7.58
2025-04-14,8.019852449002773,7.7
2025-04-15,8.011004827723994,7.76
2025-04-16,8.009988275995338,8.0
2025-04-17,8.009332922684015,8.0
2025-04-18,8.008699056366506,8.08
2025-04-21,8.006446628288916,8.01
2025-04-22,8.006563132279442,8.05
2025-04-23,8.006347947614541,8.07
2025-04-24,8.006139818184556,8.03
2025-04-25,8.004627037260471,8.04
2025-04-28,8.005131068825701,8.04
2025-04-29,8.00299562394617,8.01
2025-04-30,8.002569537915148,8.03
2025-05-06,8.001173815360552,7.98
2025-05-07,8.004414018135616,8.11
2025-05-08,8.005908640491825,8.14
2025-05-09,8.00899360309865,8.15
2025-05-12,8.013288894800334,8.17
2025-05-13,8.01941057038065,8.24
2025-05-14,8.029593830368169,8.35
2025-05-15,8.037803868716754,8.35
2025-05-16,8.04148243039817,8.29
2025-05-19,8.046023990057247,8.23
2025-05-20,8.051072383825861,8.23
2025-05-21,8.058250338454522,8.3
2025-05-22,8.066176556865848,8.32
2025-05-23,8.06990847303418,8.32
2025-05-26,8.073845900147814,8.24
2025-05-27,8.076998493585592,8.23
2025-05-28,8.0856214937959,8.36
2025-05-29,8.092978166130461,8.41
2025-05-30,8.099437898388478,8.37
2025-06-03,8.106013704998691,8.38
2025-06-04,8.115324731064307,8.39
2025-06-05,8.124330477586788,8.44
2025-06-06,8.136975379960992,8.56
2025-06-09,8.153140121601615,8.65
2025-06-10,8.171725691385168,8.75
2025-06-11,8.193964193306966,8.88
2025-06-12,8.21645717057559,8.93
2025-06-13,8.241819230556716,9.14
2025-06-16,8.26733335414502,9.08
2025-06-17,8.29725685073043,9.18
2025-06-18,8.326199249067136,9.26
2025-06-19,8.35648779827805,9.26
2025-06-20,8.382832460629588,9.24
2025-06-23,8.406018281592551,9.28
2025-06-24,8.424181616622304,9.0
2025-06-25,8.43289697345436,8.75
2025-06-26,8.44296592514438,8.78
2025-06-27,8.448770321041284,8.74
2025-06-30,8.452089326908782,8.64
2025-07-01,8.458250332583903,8.7
2025-07-02,8.46289786266312,8.66
2025-07-03,8.465753670444656,8.64
2025-07-04,8.47015518944647,8.61
2025-07-07,8.47211731438265,8.6
2025-07-08,8.475326582763547,8.62
2025-07-09,8.478758498082774,8.73
2025-07-10,8.48470084240793,8.73
2025-07-11,8.490120486919146,8.82
2025-07-14,8.502903421774256,8.92
2025-07-15,8.51690658827346,8.96
2025-07-16,8.532089978821872,9.06
2025-07-17,8.544480471319515,9.03
2025-07-18,8.556464718161498,8.97
2025-07-21,8.568711776582433,8.97
2025-07-22,8.58318024292399,9.06
2025-07-23,8.594879251352712,9.06
2025-07-24,8.601276652947705,8.94
2025-07-25,8.603529877441224,8.88
2025-07-28,8.602102668344791,8.67
2025-07-29,8.605968154628568,8.74
2025-07-30,8.614952805296484,8.89
2025-07-31,8.623315008401518,8.9
2025-08-01,8.619599762224418,8.84
2025-08-04,8.614694851987553,8.51
2025-08-05,8.613885184709272,8.64
2025-08-06,8.614741408161425,8.67
2025-08-07,8.616881034123345,8.68
2025-08-08,8.621901328086514,8.82
2025-08-11,8.620855382903349,8.79
2025-08-12,8.62574537034914,8.86
2025-08-13,8.628507817222939,8.81
2025-08-14,8.629212478953335,8.77
2025-08-15,8.629238299315519,8.69
2025-08-18,8.627623928846157,8.63
2025-08-19,8.624095275441364,8.61
2025-08-20,8.623961004115417,8.65
2025-08-21,8.628093430209994,8.78
2025-08-22,8.630123153809667,8.77
2025-08-25,8.634709279914269,8.78
2025-08-26,8.639145041228556,8.87
2025-08-27,8.638845203811226,8.82
2025-08-28,8.638883065981348,8.68
2025-08-29,8.641542637588516,8.84
2025-09-01,8.643787141274139,8.78
2025-09-02,8.65808920221597,9.11
2025-09-03,8.67257808083184,9.25
2025-09-04,8.682985356870141,9.13
2025-09-05,8.69010059107112,8.98
2025-09-08,8.696654670052395,9.01
2025-09-09,8.699715172673628,8.97
2025-09-10,8.701691724389248,8.87
2025-09-11,8.702619864573206,8.79
2025-09-12,8.702206098521625,8.73
2025-09-15,8.70442884938977,8.8
2025-09-16,8.7023164280983,8.77
2025-09-17,8.694371627177045,8.56
2025-09-18,8.67849059022042,8.44
2025-09-19,8.661163029885323,8.24
2025-09-22,8.642764242020231,8.18
2025-09-23,8.62628016851137,8.19
2025-09-24,8.61000868757657,8.22
2025-09-25,8.59459856667242,8.17
2025-09-26,8.580349433338897,8.21
2025-09-29,8.566895353557294,8.22
2025-09-30,8.550275833768529,8.16
2025-10-09,8.54141433102202,8.29
2025-10-10,8.532843369349168,8.36
2025-10-13,8.522914078550833,8.29
2025-10-14,8.516589026795067,8.35
2025-10-15,8.509159878375558,8.36
2025-10-16,8.506564472527177,8.44
2025-10-17,8.503398424247598,8.5
2025-10-20,8.507221426731283,8.63
2025-10-21,8.515509248805667,8.78
2025-10-22,8.528115502943185,8.91
2025-10-23,8.549488765141769,9.18
2025-10-24,8.56622683841581,9.17
2025-10-27,8.586022679779227,9.2
2025-10-28,8.603530132901218,9.2
2025-10-29,8.619479964609374,9.14
2025-10-30,8.635234719868082,9.24
2025-10-31,8.652112270036342,9.18
2025-11-03,8.681879080854824,9.57
2025-11-04,8.71099779951532,9.7
2025-11-05,8.737850330678754,9.57
2025-11-06,8.765789664099122,9.67
2025-11-07,8.796747380030297,9.75
2025-11-10,8.831935990521107,9.88
2025-11-11,8.8626921875532,9.87
2025-11-12,8.898013755174407,10.11
2025-11-13,8.931521500906392,9.94
2025-11-14,8.960651943499624,10.02
2025-11-17,8.990466633876684,9.97
2025-11-18,9.019303793421711,9.95
2025-11-19,9.060310226424278,10.32
2025-11-20,9.09505415342676,10.44
2025-11-21,9.12570811560949,10.21
2025-11-24,9.147160308540325,10.08
2025-11-25,9.168564888588183,9.83
2025-11-26,9.186644728306602,9.88
2025-11-27,9.208394081476877,9.88
2025-11-28,9.226151652575997,9.89
2025-12-01,9.250212254130881,9.98
2025-12-02,9.274795458913474,10.17
2025-12-03,9.296277575014672,10.02
2025-12-04,9.319678310260091,10.13
2025-12-05,9.338705250907301,10.05
2025-12-08,9.355469013172636,9.94
2025-12-09,9.367420848806319,9.87
2025-12-10,9.375046394747095,9.72
2025-12-11,9.384389135902929,9.75
2025-12-12,9.389163262594636,9.59
2025-12-15,9.392797253984975,9.58
2025-12-16,9.39827931123137,9.63
2025-12-17,9.40194228463362,9.64
2025-12-18,9.41204253759645,9.78
2025-12-19,9.419844421609682,9.75
2025-12-22,9.429685588114282,9.75
2025-12-23,9.444777863913814,9.98
2025-12-24,9.45806383558877,9.9
2025-12-25,9.470258463930122,9.94
2025-12-26,9.482709006096348,9.9
2025-12-29,9.50163657966696,10.1
"
1642,CN,technical,在2021年06月17日至2021年11月10日期间，对于海南机场的指数移动平均线，开盘价大于60日线的天数占总天数的百分比？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,43.8849,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2020-06-18,5.09,5.09,5.26,5.19
2020-06-19,5.09,5.05,5.16,5.1
2020-06-22,5.0,4.98,5.12,5.1
2020-06-23,5.05,4.94,5.13,5.0
2020-06-24,4.89,4.89,5.04,5.01
2020-06-29,4.73,4.71,4.88,4.88
2020-06-30,5.2,4.9,5.2,4.9
2020-07-01,5.2,5.1,5.48,5.4
2020-07-02,5.47,5.17,5.71,5.17
2020-07-03,5.69,5.41,5.85,5.47
2020-07-06,5.92,5.62,6.05,5.71
2020-07-07,6.51,6.19,6.51,6.2
2020-07-08,7.16,6.6,7.16,6.89
2020-07-09,7.21,6.9,7.7,7.2
2020-07-10,7.93,6.92,7.93,7.07
2020-07-13,8.35,8.22,8.72,8.63
2020-07-14,8.42,7.89,8.99,8.07
2020-07-15,7.58,7.58,8.39,8.36
2020-07-16,7.27,7.02,7.94,7.28
2020-07-17,7.59,7.27,7.8,7.27
2020-07-20,7.89,7.45,8.29,7.45
2020-07-21,7.61,7.55,7.99,7.9
2020-07-22,7.8,7.45,8.05,7.69
2020-07-23,7.61,7.18,7.78,7.65
2020-07-24,7.24,7.22,8.0,7.56
2020-07-27,6.99,6.92,7.37,7.08
2020-07-28,6.75,6.67,7.09,7.0
2020-07-29,6.87,6.66,6.93,6.75
2020-07-30,7.27,6.54,7.51,6.62
2020-07-31,6.9,6.85,7.08,7.0
2020-08-03,6.96,6.77,7.15,6.88
2020-08-04,6.62,6.61,6.94,6.9
2020-08-05,6.65,6.44,6.74,6.56
2020-08-06,6.83,6.55,6.97,6.62
2020-08-07,7.51,6.62,7.51,6.83
2020-08-10,7.75,7.4,8.14,7.52
2020-08-11,7.23,7.19,8.0,7.71
2020-08-12,7.68,7.29,7.77,7.29
2020-08-13,7.44,7.35,7.77,7.7
2020-08-14,7.2,6.98,7.41,7.3
2020-08-17,7.36,7.19,7.49,7.2
2020-08-18,8.1,7.34,8.1,7.42
2020-08-19,8.1,8.01,8.5,8.36
2020-08-20,7.67,7.6,8.33,8.18
2020-08-21,7.58,7.47,7.83,7.76
2020-08-24,7.74,7.51,7.85,7.65
2020-08-25,7.41,7.36,7.83,7.7
2020-08-26,7.03,6.88,7.44,7.36
2020-08-27,7.4,6.93,7.48,7.02
2020-08-28,7.59,7.41,7.85,7.46
2020-08-31,7.48,7.47,7.88,7.61
2020-09-01,7.38,7.27,7.55,7.48
2020-09-02,7.29,7.28,7.55,7.39
2020-09-03,7.13,7.12,7.36,7.29
2020-09-04,7.18,6.95,7.21,7.03
2020-09-07,7.69,7.1,7.9,7.28
2020-09-08,7.67,7.58,8.07,7.82
2020-09-09,7.95,7.5,8.25,7.51
2020-09-10,7.85,7.78,8.33,8.1
2020-09-11,8.64,7.69,8.64,7.75
2020-09-14,9.5,8.85,9.5,9.0
2020-09-15,9.47,9.21,10.45,9.91
2020-09-16,10.33,9.37,10.42,9.63
2020-09-17,10.02,9.64,10.3,9.8
2020-09-18,10.39,9.3,10.74,9.74
2020-09-21,10.15,10.01,10.93,10.55
2020-09-22,9.87,9.77,10.35,9.86
2020-09-23,9.8,9.61,10.13,9.99
2020-09-24,9.6,9.6,10.08,9.75
2020-09-25,9.36,9.08,9.78,9.75
2020-09-28,9.14,9.14,9.55,9.45
2020-09-29,9.22,9.13,9.41,9.24
2020-09-30,8.89,8.88,9.48,9.42
2020-10-09,8.56,8.54,9.13,9.12
2020-10-12,8.63,8.41,8.69,8.63
2020-10-13,8.45,8.29,8.84,8.64
2020-10-14,8.15,8.1,8.48,8.43
2020-10-15,7.99,7.99,8.2,8.18
2020-10-16,7.88,7.86,8.09,7.96
2020-10-19,7.7,7.66,8.0,7.95
2020-10-20,7.49,7.47,7.76,7.74
2020-10-21,7.18,7.16,7.55,7.51
2020-10-22,7.14,6.99,7.34,7.15
2020-10-23,7.23,7.11,7.3,7.15
2020-10-26,7.06,7.0,7.24,7.23
2020-10-27,7.1,6.96,7.14,7.05
2020-10-28,7.28,7.07,7.32,7.08
2020-10-29,7.09,7.05,7.18,7.16
2020-10-30,6.8,6.79,7.15,7.09
2020-11-02,6.73,6.59,6.99,6.84
2020-11-03,6.87,6.64,6.9,6.72
2020-11-04,6.74,6.62,6.93,6.87
2020-11-05,6.83,6.73,6.88,6.76
2020-11-06,6.77,6.66,6.87,6.83
2020-11-09,6.98,6.75,7.08,6.75
2020-11-10,7.06,7.04,7.5,7.08
2020-11-11,7.14,6.93,7.22,7.03
2020-11-12,7.51,7.07,7.66,7.15
2020-11-13,7.41,7.26,7.54,7.46
2020-11-16,7.28,7.21,7.49,7.45
2020-11-17,6.98,6.96,7.27,7.27
2020-11-18,7.24,6.91,7.45,6.97
2020-11-19,7.12,7.08,7.33,7.28
2020-11-20,7.12,7.04,7.25,7.09
2020-11-23,7.01,6.94,7.1,7.07
2020-11-24,7.18,6.97,7.26,7.01
2020-11-25,6.99,6.99,7.18,7.18
2020-11-26,6.94,6.86,7.02,6.98
2020-11-27,6.93,6.87,7.05,6.92
2020-11-30,6.99,6.9,7.13,6.92
2020-12-01,7.08,6.93,7.09,7.0
2020-12-02,7.07,7.01,7.19,7.08
2020-12-03,7.0,6.96,7.08,7.08
2020-12-04,7.02,6.95,7.02,7.0
2020-12-07,6.93,6.93,7.05,7.02
2020-12-08,6.77,6.76,6.99,6.99
2020-12-09,6.6,6.6,6.76,6.74
2020-12-10,6.39,6.35,6.66,6.66
2020-12-11,6.12,6.07,6.39,6.36
2020-12-14,6.24,6.0,6.39,6.13
2020-12-15,6.25,6.09,6.3,6.25
2020-12-16,6.23,6.14,6.3,6.2
2020-12-17,6.32,6.17,6.38,6.23
2020-12-18,6.23,6.22,6.37,6.26
2020-12-21,6.23,6.1,6.32,6.23
2020-12-22,6.49,6.16,6.62,6.2
2020-12-23,6.79,6.36,6.83,6.42
2020-12-24,6.83,6.78,7.1,6.85
2020-12-25,6.74,6.64,6.84,6.7
2020-12-28,6.78,6.59,6.89,6.64
2020-12-29,6.76,6.7,6.95,6.84
2020-12-30,6.69,6.62,6.89,6.8
2020-12-31,6.75,6.62,6.78,6.7
2021-01-04,6.81,6.57,6.98,6.69
2021-01-05,6.68,6.58,6.74,6.74
2021-01-06,6.62,6.52,6.72,6.62
2021-01-07,6.26,6.24,6.65,6.64
2021-01-08,6.2,6.17,6.3,6.24
2021-01-11,6.1,6.07,6.39,6.19
2021-01-12,6.06,5.86,6.14,6.01
2021-01-13,5.94,5.92,6.05,6.0
2021-01-14,5.88,5.85,6.01,5.93
2021-01-15,6.05,5.86,6.18,5.88
2021-01-18,6.1,6.0,6.26,6.04
2021-01-19,6.16,6.02,6.31,6.05
2021-01-20,6.11,6.03,6.16,6.16
2021-01-21,6.04,6.02,6.17,6.12
2021-01-22,5.86,5.78,6.0,5.9
2021-01-25,6.45,5.97,6.45,5.97
2021-01-26,6.94,6.55,7.09,6.66
2021-01-27,7.48,6.74,7.63,6.74
2021-01-28,7.52,7.23,7.66,7.43
2021-01-29,7.33,7.08,7.55,7.55
2021-02-01,7.29,6.68,7.37,6.68
2021-02-02,7.88,7.15,8.02,7.3
2021-02-03,7.61,7.6,8.03,7.73
2021-02-04,7.82,7.61,8.04,7.61
2021-02-05,7.35,7.17,7.88,7.8
2021-02-08,7.39,7.26,7.57,7.38
2021-02-09,7.3,7.22,7.51,7.38
2021-02-10,7.15,7.08,7.42,7.42
2021-02-19,6.79,6.79,6.79,6.79
2021-02-22,6.46,6.45,7.13,6.45
2021-02-23,6.78,6.47,6.78,6.51
2021-02-24,7.12,7.12,7.12,7.12
2021-02-25,7.48,7.48,7.48,7.48
2021-02-26,7.85,7.11,7.85,7.85
2021-03-01,8.1,7.7,8.24,8.18
2021-03-02,8.51,8.15,8.51,8.2
2021-03-03,8.94,8.94,8.94,8.94
2021-03-04,9.39,9.05,9.39,9.39
2021-03-05,8.98,8.92,9.59,9.3
2021-03-08,8.53,8.53,9.4,9.0
2021-03-09,8.1,8.1,8.46,8.31
2021-03-10,8.14,7.9,8.49,8.11
2021-03-11,8.18,7.94,8.27,8.13
2021-03-12,8.0,7.92,8.26,8.18
2021-03-15,7.72,7.67,8.15,7.96
2021-03-16,7.74,7.53,8.02,7.88
2021-03-17,8.13,7.64,8.13,7.68
2021-03-18,8.54,8.3,8.54,8.45
2021-03-19,8.35,8.3,8.86,8.51
2021-03-22,8.77,8.4,8.77,8.75
2021-03-23,9.21,9.21,9.21,9.21
2021-03-24,9.15,8.75,9.67,9.67
2021-03-25,9.2,8.8,9.35,9.02
2021-03-26,9.49,9.11,9.66,9.11
2021-03-29,9.79,9.34,9.96,9.45
2021-03-30,9.3,9.3,9.76,9.51
2021-03-31,8.93,8.84,9.31,9.08
2021-04-01,9.38,9.06,9.38,9.15
2021-04-02,9.7,9.38,9.83,9.5
2021-04-06,9.64,9.46,9.9,9.78
2021-04-07,9.75,9.56,9.81,9.64
2021-04-08,9.58,9.52,9.95,9.78
2021-04-09,10.04,9.2,10.06,9.48
2021-04-12,9.54,9.54,9.98,9.75
2021-04-13,9.06,9.06,9.59,9.57
2021-04-14,9.28,8.82,9.35,8.9
2021-04-15,9.6,9.2,9.65,9.2
2021-04-16,9.5,9.4,9.79,9.62
2021-04-19,9.53,9.4,9.8,9.46
2021-04-20,9.31,9.25,9.73,9.58
2021-04-21,9.55,9.09,9.7,9.25
2021-04-22,9.51,9.43,9.66,9.5
2021-04-23,9.5,9.4,9.58,9.5
2021-04-26,9.42,9.28,9.7,9.65
2021-04-27,9.3,9.11,9.56,9.42
2021-04-28,9.27,9.22,9.41,9.29
2021-04-29,9.06,8.97,9.3,9.2
2021-04-30,9.51,8.92,9.51,8.92
2021-05-06,9.7,9.43,9.81,9.44
2021-05-07,9.74,9.67,9.9,9.71
2021-05-10,9.68,9.63,9.84,9.78
2021-05-11,9.84,9.58,9.92,9.68
2021-05-12,10.33,9.8,10.33,9.81
2021-05-13,10.3,10.21,10.53,10.38
2021-05-14,10.82,10.39,10.82,10.4
2021-05-17,10.6,10.36,10.87,10.72
2021-05-18,10.97,10.63,11.12,10.75
2021-05-19,11.15,10.81,11.25,11.0
2021-05-20,11.3,11.08,11.69,11.21
2021-05-21,10.74,10.74,11.44,11.3
2021-05-24,11.11,10.38,11.2,10.38
2021-05-25,11.15,11.11,11.43,11.13
2021-05-26,11.39,10.95,11.57,11.2
2021-05-27,11.96,11.4,11.96,11.45
2021-05-28,12.53,12.03,12.56,12.18
2021-05-31,11.9,11.9,13.09,12.7
2021-06-01,12.17,11.49,12.29,11.9
2021-06-02,11.95,11.78,12.35,12.09
2021-06-03,11.61,11.5,12.2,12.2
2021-06-04,11.61,11.4,11.82,11.5
2021-06-07,11.05,11.03,11.7,11.55
2021-06-08,11.32,10.71,11.42,11.03
2021-06-09,11.37,11.2,11.54,11.38
2021-06-10,10.93,10.93,11.46,11.4
2021-06-11,11.18,10.64,11.22,10.94
2021-06-15,11.17,10.94,11.44,11.17
2021-06-16,11.16,10.9,11.24,11.15
2021-06-17,11.18,11.06,11.38,11.13
2021-06-18,11.42,11.17,11.56,11.17
2021-06-21,11.79,11.38,11.92,11.41
2021-06-22,11.86,11.49,11.99,11.79
2021-06-23,11.75,11.73,12.0,11.85
2021-06-24,11.16,11.16,11.74,11.74
2021-06-25,11.03,10.8,11.2,11.13
2021-06-28,10.48,10.48,10.95,10.95
2021-06-29,9.96,9.96,10.48,10.36
2021-06-30,9.98,9.91,10.22,9.98
2021-07-01,9.48,9.48,10.09,10.02
2021-07-02,9.71,9.11,9.84,9.5
2021-07-05,9.65,9.42,9.79,9.72
2021-07-06,10.13,9.56,10.13,9.62
2021-07-07,10.62,10.05,10.64,10.2
2021-07-08,10.6,10.33,10.72,10.64
2021-07-09,10.56,10.4,10.7,10.45
2021-07-12,10.03,10.03,10.6,10.47
2021-07-13,10.14,9.76,10.25,9.91
2021-07-14,10.09,9.91,10.32,10.16
2021-07-15,9.91,9.8,10.2,10.1
2021-07-16,9.94,9.8,10.05,9.9
2021-07-19,9.77,9.58,9.95,9.95
2021-07-20,10.26,9.66,10.26,9.72
2021-07-21,10.54,10.49,10.77,10.65
2021-07-22,10.85,10.4,10.95,10.5
2021-07-23,11.39,10.72,11.39,10.81
2021-07-26,11.35,10.85,11.6,11.49
2021-07-27,10.91,10.88,11.53,11.34
2021-07-28,10.7,10.37,11.0,10.66
2021-07-29,11.24,10.7,11.24,10.7
2021-07-30,11.57,11.3,11.75,11.46
2021-08-02,11.43,11.21,11.66,11.36
2021-08-03,11.41,11.27,11.75,11.44
2021-08-04,11.52,11.3,11.63,11.35
2021-08-05,11.02,10.97,11.5,11.5
2021-08-06,10.88,10.83,11.27,11.15
2021-08-09,10.34,10.34,10.47,10.45
2021-08-10,10.53,10.07,10.72,10.33
2021-08-11,11.06,10.54,11.06,10.54
2021-08-12,11.32,11.03,11.6,11.15
2021-08-13,11.33,11.33,11.65,11.34
2021-08-16,11.3,11.25,11.53,11.52
2021-08-17,11.2,11.1,11.57,11.23
2021-08-18,11.47,11.21,11.57,11.35
2021-08-19,11.41,11.28,11.48,11.47
2021-08-20,11.3,11.22,11.47,11.3
2021-08-23,11.33,11.26,11.56,11.41
2021-08-24,11.03,10.95,11.45,11.26
2021-08-25,11.08,10.83,11.12,11.07
2021-08-26,11.44,10.95,11.63,11.01
2021-08-27,11.47,11.2,11.56,11.36
2021-08-30,11.93,11.4,12.04,11.48
2021-08-31,11.96,11.86,12.32,11.95
2021-09-01,11.55,11.46,12.09,11.91
2021-09-02,11.57,11.47,11.79,11.59
2021-09-03,11.91,11.42,12.0,11.5
2021-09-06,12.33,11.82,12.5,11.84
2021-09-07,12.95,12.25,12.95,12.33
2021-09-08,12.38,12.3,13.6,13.08
2021-09-09,12.87,12.36,12.98,12.45
2021-09-10,12.91,12.67,13.41,12.92
2021-09-13,12.26,12.26,12.26,12.26
2021-09-14,11.65,11.65,11.65,11.65
2021-09-15,11.07,11.07,11.59,11.07
2021-09-16,10.52,10.52,10.88,10.52
2021-09-17,10.75,9.99,11.0,10.4
2021-09-22,10.45,10.33,10.75,10.56
2021-09-23,10.57,10.31,10.72,10.43
2021-09-24,10.79,10.65,11.0,10.71
2021-09-27,11.04,10.59,11.33,11.0
2021-09-29,11.59,11.28,11.59,11.59
2021-09-30,11.4,11.04,11.63,11.4
2021-10-08,10.83,10.83,11.48,11.48
2021-10-11,10.38,10.29,10.62,10.61
2021-10-12,10.11,10.03,10.42,10.19
2021-10-13,10.2,10.12,10.35,10.2
2021-10-14,10.11,10.02,10.44,10.28
2021-10-15,10.11,10.01,10.19,10.17
2021-10-18,10.12,10.05,10.22,10.22
2021-10-19,10.07,9.93,10.14,10.13
2021-10-20,10.27,9.94,10.35,10.03
2021-10-21,10.06,10.02,10.25,10.18
2021-10-22,10.14,10.1,10.34,10.15
2021-10-25,10.05,9.86,10.3,10.3
2021-10-26,9.55,9.55,9.99,9.99
2021-10-27,9.07,9.07,9.33,9.09
2021-10-28,8.8,8.77,9.19,8.9
2021-10-29,9.01,8.55,9.06,8.86
2021-11-01,8.89,8.85,9.29,9.15
2021-11-02,8.45,8.45,8.88,8.84
2021-11-03,8.18,8.03,8.41,8.34
2021-11-04,8.25,8.01,8.34,8.11
2021-11-05,8.66,8.26,8.66,8.29
2021-11-08,8.88,8.54,9.05,8.69
2021-11-09,8.91,8.71,8.96,8.88
2021-11-10,8.94,8.73,9.05,8.97
","date,60日,open
2020-09-11,7.038712528571991,7.75
2020-09-14,7.119410478454876,9.0
2020-09-15,7.196478987357994,9.91
2020-09-16,7.299217381215109,9.63
2020-09-17,7.388423368716253,9.8
2020-09-18,7.486835717282933,9.74
2020-09-21,7.574152579011361,10.55
2020-09-22,7.649426264945415,9.86
2020-09-23,7.7199368792095,9.99
2020-09-24,7.781578293005909,9.75
2020-09-25,7.833329824382764,9.75
2020-09-28,7.876171469484968,9.45
2020-09-29,7.920231421305132,9.24
2020-09-30,7.952027112409882,9.42
2020-10-09,7.971960649707918,9.12
2020-10-12,7.993535710373232,8.63
2020-10-13,8.008501752656077,8.64
2020-10-14,8.013141039454238,8.43
2020-10-15,8.01238231684918,8.18
2020-10-16,8.00804191301806,7.96
2020-10-19,7.997942178165009,7.95
2020-10-20,7.981288336257959,7.74
2020-10-21,7.95501658752819,7.51
2020-10-22,7.928294732199396,7.15
2020-10-23,7.905399822946957,7.15
2020-10-26,7.877681795965088,7.23
2020-10-27,7.8521840321629535,7.05
2020-10-28,7.83342389996089,7.08
2020-10-29,7.809049345863811,7.16
2020-10-30,7.775965760753522,7.09
2020-11-02,7.741671801384554,6.84
2020-11-03,7.7130923980604695,6.72
2020-11-04,7.681187729271602,6.87
2020-11-05,7.653279934869254,6.76
2020-11-06,7.624319937004689,6.83
2020-11-09,7.6031946931684695,6.75
2020-11-10,7.585385031097371,7.08
2020-11-11,7.570782243192539,7.03
2020-11-12,7.568789382759997,7.15
2020-11-13,7.563583173489177,7.46
2020-11-16,7.554285364522319,7.45
2020-11-17,7.535456336177325,7.27
2020-11-18,7.525769243187904,6.97
2020-11-19,7.512465333575186,7.28
2020-11-20,7.499597617720262,7.09
2020-11-23,7.4835452368114,7.07
2020-11-24,7.473592933965125,7.01
2020-11-25,7.457737427933481,7.18
2020-11-26,7.440762430296318,6.98
2020-11-27,7.424016121106274,6.92
2020-11-30,7.409786084348691,6.92
2020-12-01,7.398973425845456,7.0
2020-12-02,7.38818741188331,7.08
2020-12-03,7.3754599557559875,7.08
2020-12-04,7.363805530977102,7.0
2020-12-07,7.349582398813919,7.02
2020-12-08,7.330579697213462,6.99
2020-12-09,7.306626264517939,6.74
2020-12-10,7.27657294436981,6.66
2020-12-11,7.2386525199642415,6.36
2020-12-14,7.205909814391643,6.13
2020-12-15,7.1745685090017535,6.25
2020-12-16,7.14359904969022,6.2
2020-12-17,7.1165958021593925,6.23
2020-12-18,7.087527087334495,6.26
2020-12-21,7.0594114451268055,6.23
2020-12-22,7.04074221741773,6.2
2020-12-23,7.032521161108952,6.42
2020-12-24,7.025881123039806,6.85
2020-12-25,7.01650797146473,6.7
2020-12-28,7.008753611744575,6.64
2020-12-29,7.0005977556218015,6.84
2020-12-30,6.990414222650595,6.8
2020-12-31,6.982531789121067,6.7
2021-01-04,6.976875009149884,6.69
2021-01-05,6.967141402292511,6.74
2021-01-06,6.9557597169714445,6.62
2021-01-07,6.932947922972381,6.64
2021-01-08,6.908916843530664,6.24
2021-01-11,6.882394979808347,6.19
2021-01-12,6.855431209978565,6.01
2021-01-13,6.825417071946481,6.0
2021-01-14,6.794419790899054,5.93
2021-01-15,6.770012584640069,5.88
2021-01-18,6.748044958914165,6.04
2021-01-19,6.728764796326815,6.05
2021-01-20,6.708477425955444,6.16
2021-01-21,6.686560133301167,6.12
2021-01-22,6.659459801061784,5.9
2021-01-25,6.652592266600742,5.97
2021-01-26,6.662015470974488,6.66
2021-01-27,6.68883463586057,6.74
2021-01-28,6.716085959274978,7.43
2021-01-29,6.736214288479077,7.55
2021-02-01,6.754371197053533,6.68
2021-02-02,6.79127705944522,7.3
2021-02-03,6.818120434545377,7.73
2021-02-04,6.850968944888152,7.61
2021-02-05,6.867330618826244,7.8
2021-02-08,6.884467319848334,7.38
2021-02-09,6.898091342148389,7.38
2021-02-10,6.906350642405818,7.42
2021-02-19,6.902535867244971,6.79
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2021-02-24,6.892206457275741,7.12
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2021-02-26,6.942249577472952,7.85
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2021-03-02,7.0303657025486,8.2
2021-03-03,7.092976663120777,8.94
2021-03-04,7.168288903674194,9.39
2021-03-05,7.227689267488154,9.3
2021-03-08,7.2703879800295255,9.0
2021-03-09,7.297588374126918,8.31
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2021-03-11,7.353234380633109,8.13
2021-03-12,7.374439810776286,8.18
2021-03-15,7.385769653045916,7.96
2021-03-16,7.397383762782114,7.88
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2021-03-24,7.635808451290187,9.67
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2021-04-06,8.056792369392285,9.78
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2021-04-08,8.160428443390096,9.78
2021-04-09,8.222053740328125,9.48
2021-04-12,8.265265093104253,9.75
2021-04-13,8.291321975297556,9.57
2021-04-14,8.32373764823862,8.9
2021-04-15,8.365582315509483,9.2
2021-04-16,8.402776337951794,9.62
2021-04-19,8.439734490805833,9.46
2021-04-20,8.468267786189248,9.58
2021-04-21,8.503734416150257,9.25
2021-04-22,8.536726730374838,9.5
2021-04-23,8.568309460526482,9.5
2021-04-26,8.59623374050922,9.65
2021-04-27,8.619308044099082,9.42
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2021-05-14,8.973987211276674,10.4
2021-05-17,9.027299105988913,10.72
2021-05-18,9.090994217267964,10.75
2021-05-19,9.158502603587047,11.0
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2021-05-21,9.278265940093123,11.3
2021-05-24,9.3383227945163,10.38
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2021-05-31,9.716789041780666,12.7
2021-06-01,9.797222187951792,11.9
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2021-08-13,10.655340597649252,11.34
2021-08-16,10.676476971496818,11.52
2021-08-17,10.69364166095594,11.23
2021-08-18,10.719096032727876,11.35
2021-08-19,10.741748621818765,11.47
2021-08-20,10.76005194569356,11.3
2021-08-23,10.77873876714623,11.41
2021-08-24,10.78697684035455,11.26
2021-08-25,10.796584157064235,11.07
2021-08-26,10.817679758471964,11.01
2021-08-27,10.839067307374522,11.36
2021-08-30,10.874835592378636,11.48
2021-08-31,10.910414753284254,11.95
2021-09-01,10.931384761373295,11.91
2021-09-02,10.952322965918432,11.59
2021-09-03,10.983722212937499,11.5
2021-09-06,11.027862468251023,11.84
2021-09-07,11.090883370931316,12.33
2021-09-08,11.133149489917175,13.08
2021-09-09,11.190095408280547,12.45
2021-09-10,11.24648572276315,12.92
2021-09-13,11.279715699065997,12.26
2021-09-14,11.29185616794908,11.65
2021-09-15,11.284582195229437,11.07
2021-09-16,11.25951392653339,10.52
2021-09-17,11.242808551892951,10.4
2021-09-22,11.216814828880068,10.56
2021-09-23,11.195607785310228,10.43
2021-09-24,11.182309169398417,10.71
2021-09-27,11.177643294991912,11.0
2021-09-29,11.19116318695939,11.59
2021-09-30,11.198010295583673,11.4
2021-10-08,11.18594438425306,11.48
2021-10-11,11.159519978211977,10.61
2021-10-12,11.125109487123058,10.19
2021-10-13,11.094778028528859,10.2
2021-10-14,11.062490224314796,10.28
2021-10-15,11.031261036632342,10.17
2021-10-18,11.001383625595217,10.22
2021-10-19,10.970846457542914,10.13
2021-10-20,10.947867885164458,10.03
2021-10-21,10.918757462700048,10.18
2021-10-22,10.893224431136112,10.15
2021-10-25,10.86557772847591,10.3
2021-10-26,10.822444032460307,9.99
2021-10-27,10.764986851068166,9.09
2021-10-28,10.700561052672487,8.9
2021-10-29,10.645132821437324,8.86
2021-11-01,10.587587483029543,9.15
2021-11-02,10.517502647520375,8.84
2021-11-03,10.440863216454133,8.34
2021-11-04,10.369031635586783,8.11
2021-11-05,10.312997811469184,8.29
2021-11-08,10.266014276666915,8.69
2021-11-09,10.221554792186032,8.88
2021-11-10,10.179536602278292,8.97
"
1643,CN,technical,2020年10月03日-2021年10月01日，贵州茅台的开盘价小于10日指数移动平均线的天数占比多少？（%）（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,50.5495,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2020-08-06,1637.96,1630.0,1674.03,1670.0
2020-08-07,1631.0,1598.5,1649.67,1644.77
2020-08-10,1633.99,1608.11,1644.96,1627.97
2020-08-11,1642.51,1640.0,1666.43,1640.0
2020-08-12,1626.95,1605.25,1641.0,1633.0
2020-08-13,1635.0,1609.0,1638.88,1630.0
2020-08-14,1661.0,1631.0,1665.7,1639.9
2020-08-17,1690.0,1670.0,1704.35,1674.0
2020-08-18,1705.0,1691.0,1720.0,1697.38
2020-08-19,1687.0,1682.99,1717.0,1700.0
2020-08-20,1664.0,1656.0,1679.0,1674.0
2020-08-21,1676.0,1671.0,1698.0,1673.0
2020-08-24,1696.35,1691.01,1708.0,1700.0
2020-08-25,1727.0,1698.63,1746.78,1704.8
2020-08-26,1727.0,1715.02,1745.0,1734.0
2020-08-27,1731.0,1705.0,1733.98,1731.99
2020-08-28,1757.0,1721.5,1764.0,1731.0
2020-08-31,1786.5,1770.58,1816.0,1770.58
2020-09-01,1801.98,1775.01,1802.0,1792.0
2020-09-02,1795.0,1770.0,1828.0,1825.0
2020-09-03,1793.0,1779.7,1812.0,1795.0
2020-09-04,1770.0,1746.0,1776.99,1766.0
2020-09-07,1723.5,1703.97,1777.99,1760.0
2020-09-08,1711.4,1677.07,1737.8,1732.0
2020-09-09,1688.0,1680.04,1711.0,1699.67
2020-09-10,1705.8,1700.0,1720.0,1703.74
2020-09-11,1733.0,1688.0,1736.0,1688.0
2020-09-14,1766.0,1730.58,1769.0,1745.0
2020-09-15,1760.0,1747.75,1769.99,1769.99
2020-09-16,1725.1,1719.0,1764.81,1760.0
2020-09-17,1670.52,1658.0,1700.0,1700.0
2020-09-18,1695.0,1635.01,1695.0,1665.0
2020-09-21,1666.8,1666.66,1692.76,1692.76
2020-09-22,1665.69,1650.0,1686.98,1650.0
2020-09-23,1649.98,1621.02,1666.01,1635.0
2020-09-24,1629.32,1626.8,1658.88,1635.97
2020-09-25,1635.11,1625.0,1650.0,1630.0
2020-09-28,1661.0,1635.19,1668.5,1635.19
2020-09-29,1652.3,1652.3,1669.4,1669.33
2020-09-30,1668.5,1660.0,1691.9,1660.0
2020-10-09,1696.0,1688.0,1706.42,1692.0
2020-10-12,1750.61,1700.0,1750.61,1700.0
2020-10-13,1739.0,1735.0,1750.62,1750.62
2020-10-14,1729.0,1726.0,1746.98,1740.0
2020-10-15,1725.0,1721.0,1735.0,1721.13
2020-10-16,1712.0,1703.0,1734.58,1725.0
2020-10-19,1699.0,1691.9,1733.98,1725.0
2020-10-20,1734.0,1695.0,1734.97,1699.99
2020-10-21,1733.33,1723.0,1742.15,1734.1
2020-10-22,1742.5,1715.51,1745.0,1730.0
2020-10-23,1715.33,1714.0,1747.59,1740.78
2020-10-26,1643.0,1600.0,1662.92,1619.0
2020-10-27,1625.0,1616.12,1644.0,1643.0
2020-10-28,1664.81,1625.08,1677.0,1626.0
2020-10-29,1676.0,1647.0,1708.0,1654.84
2020-10-30,1670.02,1665.0,1696.0,1678.0
2020-11-02,1674.01,1672.0,1695.0,1675.0
2020-11-03,1695.0,1675.5,1705.9,1684.99
2020-11-04,1699.58,1685.0,1704.0,1700.0
2020-11-05,1721.9,1712.1,1732.48,1717.0
2020-11-06,1700.62,1690.0,1731.59,1730.55
2020-11-09,1742.57,1700.62,1750.68,1701.38
2020-11-10,1745.0,1736.0,1764.48,1752.92
2020-11-11,1731.35,1731.0,1777.5,1745.0
2020-11-12,1734.79,1722.27,1750.0,1730.01
2020-11-13,1705.0,1691.0,1728.88,1724.0
2020-11-16,1730.05,1697.26,1730.05,1711.0
2020-11-17,1715.8,1701.07,1742.35,1740.0
2020-11-18,1693.65,1683.16,1720.53,1715.0
2020-11-19,1720.19,1680.6,1725.0,1684.5
2020-11-20,1719.96,1712.65,1736.0,1720.0
2020-11-23,1790.21,1771.01,1809.9,1771.01
2020-11-24,1763.5,1751.47,1782.5,1769.99
2020-11-25,1726.88,1724.0,1768.88,1761.5
2020-11-26,1734.39,1725.18,1739.99,1726.0
2020-11-27,1737.9,1718.0,1740.03,1732.66
2020-11-30,1713.91,1713.91,1738.9,1735.0
2020-12-01,1737.0,1720.01,1738.99,1726.0
2020-12-02,1738.01,1731.0,1749.0,1746.0
2020-12-03,1749.0,1732.1,1755.66,1738.01
2020-12-04,1793.11,1752.0,1800.1,1752.0
2020-12-07,1812.4,1800.55,1840.39,1802.7
2020-12-08,1850.0,1813.0,1875.0,1815.0
2020-12-09,1840.0,1839.0,1866.0,1865.95
2020-12-10,1832.9,1828.0,1849.77,1840.0
2020-12-11,1820.0,1804.81,1837.32,1834.78
2020-12-14,1829.0,1815.0,1829.98,1827.77
2020-12-15,1816.01,1805.0,1837.22,1833.5
2020-12-16,1840.0,1820.21,1845.67,1830.5
2020-12-17,1865.51,1840.0,1868.0,1845.5
2020-12-18,1845.0,1841.08,1869.01,1851.81
2020-12-21,1842.5,1837.6,1851.23,1840.0
2020-12-22,1881.0,1842.51,1898.99,1849.97
2020-12-23,1841.65,1821.02,1906.2,1897.99
2020-12-24,1830.34,1795.02,1858.88,1818.0
2020-12-25,1830.0,1800.0,1847.0,1802.99
2020-12-28,1873.0,1826.05,1888.8,1826.6
2020-12-29,1867.0,1855.0,1886.8,1873.0
2020-12-30,1933.0,1869.99,1933.0,1870.0
2020-12-31,1998.0,1939.0,1998.98,1941.0
2021-01-04,1997.0,1983.81,2004.99,1999.98
2021-01-05,2059.45,1982.46,2059.45,1990.0
2021-01-06,2100.0,2036.03,2125.0,2064.8
2021-01-07,2140.0,2075.0,2140.0,2097.0
2021-01-08,2090.0,2063.02,2150.88,2142.0
2021-01-11,2099.73,2058.6,2150.5,2090.0
2021-01-12,2160.9,2085.0,2160.9,2088.0
2021-01-13,2164.0,2135.0,2173.33,2164.0
2021-01-14,2134.0,2116.11,2163.0,2156.0
2021-01-15,2082.0,2029.0,2134.35,2115.0
2021-01-18,2063.0,2040.27,2091.48,2061.06
2021-01-19,2009.41,2006.85,2096.3,2073.11
2021-01-20,2040.63,1982.5,2055.49,2008.0
2021-01-21,2070.0,2041.0,2090.02,2048.0
2021-01-22,2079.95,2060.1,2100.0,2069.0
2021-01-25,2175.0,2083.0,2179.5,2083.0
2021-01-26,2141.89,2125.11,2187.0,2185.0
2021-01-27,2089.0,2085.0,2141.89,2141.89
2021-01-28,2088.0,2060.02,2109.66,2080.0
2021-01-29,2116.18,2090.22,2149.48,2101.19
2021-02-01,2109.32,2095.0,2160.0,2130.0
2021-02-02,2145.0,2102.1,2149.99,2112.22
2021-02-03,2189.91,2140.0,2198.27,2150.0
2021-02-04,2320.85,2191.0,2330.0,2191.0
2021-02-05,2313.0,2291.0,2364.6,2325.0
2021-02-08,2368.8,2313.0,2378.88,2337.0
2021-02-09,2456.43,2350.0,2456.43,2368.8
2021-02-10,2601.0,2485.0,2601.2,2485.0
2021-02-18,2471.0,2465.0,2627.88,2587.98
2021-02-19,2460.0,2381.6,2496.66,2451.16
2021-02-22,2288.02,2278.22,2455.0,2455.0
2021-02-23,2307.0,2265.0,2344.89,2265.14
2021-02-24,2189.0,2160.5,2318.0,2307.99
2021-02-25,2150.0,2121.21,2224.5,2209.0
2021-02-26,2122.78,2067.3,2179.95,2100.0
2021-03-01,2158.0,2120.0,2179.0,2179.0
2021-03-02,2058.0,2033.0,2180.0,2180.0
2021-03-03,2140.0,2033.0,2149.77,2040.0
2021-03-04,2033.0,2010.1,2096.0,2095.0
2021-03-05,2060.11,1988.0,2095.0,2000.0
2021-03-08,1960.0,1960.0,2085.0,2074.96
2021-03-09,1936.99,1900.18,2000.0,1955.0
2021-03-10,1970.01,1967.0,1999.87,1977.0
2021-03-11,2048.0,1961.48,2079.99,1975.0
2021-03-12,2026.0,2002.01,2077.0,2070.0
2021-03-15,1975.45,1951.15,2069.8,2050.0
2021-03-16,2010.5,1965.0,2019.99,1974.93
2021-03-17,2030.36,1976.01,2050.0,2000.0
2021-03-18,2069.7,2035.0,2086.36,2035.0
2021-03-19,2010.0,1992.23,2043.0,2035.0
2021-03-22,1989.99,1955.55,2026.09,2000.1
2021-03-23,1996.0,1970.0,2008.8,1998.88
2021-03-24,1989.0,1981.0,2013.0,1981.0
2021-03-25,1971.0,1946.8,1988.88,1970.01
2021-03-26,2013.0,1958.0,2022.0,1985.0
2021-03-29,2034.1,2026.15,2096.35,2043.2
2021-03-30,2056.05,2035.08,2086.0,2040.0
2021-03-31,2009.0,2000.0,2046.02,2045.1
2021-04-01,2044.5,2001.22,2046.8,2021.0
2021-04-02,2162.0,2056.0,2165.0,2056.0
2021-04-06,2126.03,2102.3,2161.98,2161.0
2021-04-07,2061.0,2050.0,2117.3,2104.06
2021-04-08,2070.0,2044.0,2079.0,2047.03
2021-04-09,2020.0,2005.01,2054.0,2042.0
2021-04-12,2008.89,1991.7,2030.0,2011.0
2021-04-13,2021.0,2009.0,2049.8,2020.0
2021-04-14,2047.0,2016.0,2048.0,2035.0
2021-04-15,2015.6,1990.0,2046.9,2030.9
2021-04-16,2054.98,2012.0,2068.0,2025.08
2021-04-19,2088.0,2033.0,2098.36,2055.0
2021-04-20,2094.8,2070.0,2129.0,2071.1
2021-04-21,2080.0,2065.1,2097.8,2076.0
2021-04-22,2055.5,2051.5,2099.0,2089.9
2021-04-23,2108.94,2052.5,2119.88,2055.97
2021-04-26,2077.82,2073.6,2135.0,2132.0
2021-04-27,2094.44,2065.09,2095.25,2087.08
2021-04-28,2042.0,2003.0,2047.5,2010.0
2021-04-29,2026.36,2014.0,2049.94,2047.04
2021-04-30,2006.78,2003.71,2036.0,2026.0
2021-05-06,1959.0,1953.0,2006.84,2000.0
2021-05-07,1903.0,1901.0,1967.98,1965.0
2021-05-10,1879.03,1866.01,1909.0,1900.0
2021-05-11,1959.0,1873.3,1966.0,1876.0
2021-05-12,1984.0,1949.0,1999.0,1949.08
2021-05-13,1971.5,1953.0,1985.05,1965.75
2021-05-14,2009.85,1976.0,2030.5,1982.0
2021-05-17,2057.96,2025.1,2085.2,2025.1
2021-05-18,2059.31,2045.06,2077.0,2065.0
2021-05-19,2049.0,2040.0,2074.81,2059.0
2021-05-20,2058.88,2045.36,2074.1,2074.0
2021-05-21,2042.1,2037.02,2079.88,2055.08
2021-05-24,2071.29,2031.0,2080.06,2051.0
2021-05-25,2194.5,2085.0,2200.1,2085.0
2021-05-26,2220.0,2193.08,2241.8,2207.98
2021-05-27,2245.0,2201.1,2320.0,2211.02
2021-05-28,2230.0,2205.51,2250.0,2240.97
2021-05-31,2218.0,2172.0,2218.35,2215.5
2021-06-01,2240.95,2206.0,2248.95,2222.0
2021-06-02,2222.0,2208.18,2264.0,2250.0
2021-06-03,2222.22,2210.08,2260.34,2220.0
2021-06-04,2251.5,2214.04,2288.0,2215.0
2021-06-07,2271.0,2240.01,2279.0,2265.0
2021-06-08,2191.0,2161.15,2279.99,2260.0
2021-06-09,2199.5,2160.11,2214.0,2192.0
2021-06-10,2238.48,2190.08,2251.37,2195.0
2021-06-11,2178.81,2178.81,2244.0,2239.0
2021-06-15,2193.0,2148.0,2208.88,2195.1
2021-06-16,2158.0,2148.0,2195.0,2192.0
2021-06-17,2156.91,2144.36,2188.0,2155.65
2021-06-18,2090.94,2065.0,2156.5,2147.0
2021-06-21,2081.64,2050.0,2099.69,2085.0
2021-06-22,2074.97,2053.89,2098.0,2092.0
2021-06-23,2038.0,2034.15,2083.0,2080.0
2021-06-24,2068.05,2021.0,2080.0,2040.01
2021-06-25,2092.0,2042.6,2109.0,2049.96
2021-06-28,2103.01,2073.0,2118.0,2100.0
2021-06-29,2062.0,2051.0,2115.0,2108.0
2021-06-30,2056.7,2046.3,2074.0,2065.0
2021-07-01,2105.0,2031.6,2110.0,2059.97
2021-07-02,2013.0,2011.5,2075.0,2075.0
2021-07-05,1994.0,1985.0,2019.88,2000.0
2021-07-06,2012.9,1960.01,2014.0,1995.0
2021-07-07,2004.0,1999.01,2028.88,2010.0
2021-07-08,1985.0,1968.0,2004.0,2000.1
2021-07-09,1972.11,1945.0,1985.91,1964.52
2021-07-12,1961.0,1940.5,1998.78,1975.55
2021-07-13,1982.9,1965.0,2005.5,1968.0
2021-07-14,1962.0,1945.0,1974.5,1974.0
2021-07-15,1997.99,1950.6,2013.0,1955.02
2021-07-16,1955.9,1950.0,1996.6,1980.0
2021-07-19,1975.0,1941.0,1986.0,1955.89
2021-07-20,1980.0,1961.41,1988.93,1975.0
2021-07-21,1969.0,1962.01,2006.0,1989.0
2021-07-22,1940.01,1938.96,1973.9,1960.0
2021-07-23,1900.0,1895.09,1937.82,1937.82
2021-07-26,1804.11,1780.0,1879.0,1879.0
2021-07-27,1712.89,1703.0,1810.0,1803.0
2021-07-28,1768.9,1682.12,1788.2,1703.0
2021-07-29,1749.79,1734.34,1823.0,1810.01
2021-07-30,1678.99,1657.76,1725.0,1725.0
2021-08-02,1755.0,1620.72,1755.98,1664.0
2021-08-03,1749.3,1688.8,1768.99,1730.0
2021-08-04,1724.0,1718.0,1760.0,1734.06
2021-08-05,1699.0,1676.36,1745.0,1692.88
2021-08-06,1671.0,1646.6,1694.01,1689.0
2021-08-09,1693.8,1650.0,1709.0,1651.0
2021-08-10,1799.0,1675.0,1802.88,1700.0
2021-08-11,1750.5,1750.01,1785.01,1780.01
2021-08-12,1690.0,1686.19,1749.0,1732.0
2021-08-13,1700.04,1679.0,1713.0,1690.0
2021-08-16,1699.2,1685.08,1713.6,1696.0
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"
1644,CN,technical,统计山西汾酒在2022年02月06日到2022年03月02日间，开盘价大于20日指数移动平均线的天数占比（%）。（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,50.6329,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
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2021-10-19,329.99,310.0,330.0,310.2
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2021-11-01,286.7,286.0,295.05,295.0
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2021-12-01,312.42,310.55,316.5,315.0
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2021-12-03,324.51,312.56,330.02,313.0
2021-12-06,321.0,320.0,328.63,325.0
2021-12-07,318.7,317.59,326.66,320.0
2021-12-08,330.84,317.0,333.0,318.75
2021-12-09,334.0,327.0,342.0,331.84
2021-12-10,334.11,327.8,336.99,332.0
2021-12-13,339.67,335.58,347.25,335.58
2021-12-14,340.93,335.68,344.48,337.67
2021-12-15,335.0,333.99,343.0,338.56
2021-12-16,313.0,301.8,328.4,328.4
2021-12-17,304.3,302.33,314.3,308.95
2021-12-20,310.9,300.08,312.69,302.01
2021-12-21,303.84,301.0,311.98,310.49
2021-12-22,299.01,297.76,306.8,304.0
2021-12-23,306.08,296.0,306.08,303.0
2021-12-24,307.45,304.2,312.02,306.08
2021-12-27,321.41,307.0,321.6,312.09
2021-12-28,326.0,318.7,336.77,320.0
2021-12-29,315.53,315.31,331.0,330.0
2021-12-30,320.38,315.88,324.58,317.98
2021-12-31,315.78,313.01,323.0,321.94
2022-01-04,310.5,303.05,315.76,312.62
2022-01-05,305.01,303.69,312.6,309.0
2022-01-06,301.8,297.68,307.0,303.67
2022-01-07,295.0,293.56,303.53,301.3
2022-01-10,288.4,277.01,296.67,280.0
2022-01-11,290.0,284.0,300.99,288.38
2022-01-12,285.23,282.96,293.0,286.28
2022-01-13,280.88,279.0,288.06,285.23
2022-01-14,275.9,275.5,282.39,280.41
2022-01-17,279.37,268.35,279.43,275.28
2022-01-18,283.28,278.0,291.22,278.66
2022-01-19,277.75,275.0,288.28,288.0
2022-01-20,277.98,274.03,280.82,278.0
2022-01-21,280.23,270.9,283.17,275.28
2022-01-24,274.75,274.0,283.0,277.99
2022-01-25,268.33,268.2,276.35,272.0
2022-01-26,285.6,268.8,288.0,268.8
2022-01-27,286.42,282.12,292.8,289.6
2022-01-28,275.15,274.25,289.89,286.42
2022-02-07,268.3,260.11,283.0,272.4
2022-02-08,256.5,254.0,270.26,268.97
2022-02-09,271.0,252.0,273.0,255.0
2022-02-10,269.9,267.5,273.65,269.0
2022-02-11,282.6,267.0,286.18,269.9
2022-02-14,293.1,285.0,298.55,285.32
2022-02-15,299.37,294.05,302.5,296.0
2022-02-16,299.16,296.59,301.97,300.0
2022-02-17,297.17,294.05,300.0,297.98
2022-02-18,298.67,292.29,300.0,297.17
2022-02-21,295.32,292.0,300.66,297.0
2022-02-22,290.76,282.9,293.3,292.04
2022-02-23,294.81,288.0,295.51,294.92
2022-02-24,290.39,285.96,299.0,293.69
2022-02-25,289.8,288.5,295.0,290.94
2022-02-28,292.23,285.0,293.45,289.36
2022-03-01,297.27,292.2,299.0,293.0
2022-03-02,299.13,291.0,301.68,295.08
","date,20日,open
2021-11-04,309.8660363289572,283.73
2021-11-05,308.47689001191367,292.9
2021-11-08,307.66004334411235,294.0
2021-11-09,307.1219439780064,302.0
2021-11-10,306.24366359914865,302.0
2021-11-11,305.1728384944678,295.9
2021-11-12,303.9078062568994,295.6
2021-11-15,303.1784913752899,294.15
2021-11-16,303.8948255300242,295.51
2021-11-17,304.47150881287905,309.42
2021-11-18,305.10469844974773,309.35
2021-11-19,305.7328224069146,309.0
2021-11-22,306.15826789197035,310.77
2021-11-23,306.3498614260684,308.2
2021-11-24,307.46035081406194,308.18
2021-11-25,308.195555498437,322.82
2021-11-26,308.84359783191917,313.71
2021-11-29,309.4394456574507,312.8
2021-11-30,309.49473654721726,315.98
2021-12-01,309.77333306652986,315.0
2021-12-02,310.26920610781275,313.0
2021-12-03,311.625472192783,313.0
2021-12-06,312.5182843648989,325.0
2021-12-07,313.10701918728944,320.0
2021-12-08,314.7958745027857,318.75
2021-12-09,316.6248388358537,331.84
2021-12-10,318.2900922800581,332.0
2021-12-13,320.3262739676716,335.58
2021-12-14,322.28853358979813,337.67
2021-12-15,323.4991494383888,338.56
2021-12-16,322.49923044425657,328.4
2021-12-17,320.7659704019464,308.95
2021-12-20,319.8263541731896,302.01
2021-12-21,318.30384425193347,310.49
2021-12-22,316.46633527555883,304.0
2021-12-23,315.47716048741034,303.0
2021-12-24,314.71266901241887,306.08
2021-12-27,315.3505100588552,312.09
2021-12-28,316.3647471961071,320.0
2021-12-29,316.28524746314446,330.0
2021-12-30,316.67522389522594,317.98
2021-12-31,316.58996447663304,321.94
2022-01-04,316.00996785981084,312.62
2022-01-05,314.9623518731622,309.0
2022-01-06,313.7087945519087,303.67
2022-01-07,311.92700459458405,301.3
2022-01-10,309.6863374903379,280.0
2022-01-11,307.8114482055438,288.38
2022-01-12,305.66083409073013,286.28
2022-01-13,303.30075465351774,285.23
2022-01-14,300.69115897223037,280.41
2022-01-17,298.66057240344657,275.28
2022-01-18,297.1957559840707,278.66
2022-01-19,295.343779223683,288.0
2022-01-20,293.6900859642846,278.0
2022-01-21,292.4081730153051,275.28
2022-01-24,290.72644225194273,277.99
2022-01-25,288.5934477517577,272.0
2022-01-26,288.30835748968553,268.8
2022-01-27,288.1285139192393,289.6
2022-01-28,286.89246497454985,286.42
2022-02-07,285.1217540245927,272.4
2022-02-08,282.3958726889172,268.97
2022-02-09,281.3105514804489,255.0
2022-02-10,280.2238322918347,269.0
2022-02-11,280.4501339783266,269.9
2022-02-14,281.6548831232479,285.32
2022-02-15,283.34203711150997,296.0
2022-02-16,284.84850976755666,300.0
2022-02-17,286.02198502778936,297.98
2022-02-18,287.2265578822856,297.17
2022-02-21,287.99736189349653,297.0
2022-02-22,288.2604702845921,292.04
2022-02-23,288.88423501939286,294.92
2022-02-24,289.02764120802215,293.69
2022-02-25,289.10119918821056,290.94
2022-02-28,289.39918021790476,289.36
2022-03-01,290.1487821019138,293.0
2022-03-02,291.00413618744585,295.08
"
1645,CN,technical,"盐湖股份2020年07月07日至2021年01月25日, 最高价大于20日双指数移动平均线的天数占比？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",38.7097,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high
2019-11-29,8.6,8.68
2019-12-02,8.63,8.74
2019-12-03,8.57,8.62
2019-12-04,8.56,8.68
2019-12-05,8.31,8.59
2019-12-06,8.02,8.36
2019-12-09,8.18,8.18
2019-12-10,8.05,8.2
2019-12-11,8.19,8.3
2019-12-12,8.12,8.29
2019-12-13,8.02,8.1
2019-12-16,7.91,8.01
2019-12-17,7.82,7.92
2019-12-18,7.89,8.02
2019-12-19,7.87,7.98
2019-12-20,7.92,8.04
2019-12-23,8.19,8.32
2019-12-24,8.07,8.16
2019-12-25,8.02,8.23
2019-12-26,7.95,8.04
2019-12-27,7.98,8.09
2019-12-30,8.38,8.38
2019-12-31,8.8,8.8
2020-01-02,9.0,9.24
2020-01-03,8.63,8.98
2020-01-06,8.7,8.8
2020-01-07,8.8,8.95
2020-01-08,8.72,8.86
2020-01-09,8.75,8.95
2020-01-10,8.58,8.73
2020-01-13,8.56,8.78
2020-01-14,8.88,8.92
2020-01-15,8.94,9.2
2020-01-16,8.81,9.08
2020-01-20,8.93,9.25
2020-01-21,8.84,8.93
2020-01-22,8.59,8.84
2020-01-23,8.48,8.71
2020-02-03,8.06,8.06
2020-02-04,7.75,8.01
2020-02-05,7.86,7.94
2020-02-06,8.02,8.02
2020-02-07,8.06,8.21
2020-02-10,8.1,8.12
2020-02-11,8.51,8.51
2020-02-12,8.73,8.88
2020-02-13,8.58,8.82
2020-02-14,8.81,8.83
2020-02-17,8.96,9.03
2020-02-18,9.29,9.33
2020-02-19,9.24,9.48
2020-02-20,9.25,9.36
2020-02-21,9.21,9.3
2020-02-24,9.23,9.36
2020-02-25,9.13,9.21
2020-02-26,9.2,9.24
2020-02-27,9.66,9.66
2020-02-28,9.56,10.08
2020-03-02,10.04,10.04
2020-03-03,10.23,10.43
2020-03-04,10.38,10.74
2020-03-05,10.34,10.5
2020-03-06,10.42,10.56
2020-03-09,10.1,10.32
2020-03-10,9.99,10.18
2020-03-11,10.05,10.36
2020-03-12,9.95,10.13
2020-03-13,9.72,9.85
2020-03-16,9.68,10.07
2020-03-17,9.64,9.85
2020-03-18,9.5,9.86
2020-03-19,9.18,9.55
2020-03-20,9.25,9.38
2020-03-23,8.79,9.04
2020-03-24,8.92,8.99
2020-03-25,9.08,9.25
2020-03-26,9.16,9.37
2020-03-27,8.92,9.23
2020-03-30,8.49,8.86
2020-03-31,8.91,8.91
2020-04-01,9.17,9.36
2020-04-02,9.25,9.26
2020-04-03,9.38,9.44
2020-04-07,9.65,9.69
2020-04-08,9.8,9.83
2020-04-09,9.82,9.86
2020-04-10,9.96,10.1
2020-04-13,10.01,10.06
2020-04-14,9.98,10.07
2020-04-15,9.57,10.03
2020-04-16,9.6,9.75
2020-04-17,9.54,9.71
2020-04-20,9.65,9.78
2020-04-21,9.69,9.74
2020-04-22,9.77,9.85
2020-04-23,9.41,9.86
2020-04-24,9.07,9.5
2020-04-27,9.18,9.25
2020-04-28,9.04,9.27
2020-04-29,8.84,9.09
","date,20日,high
2020-02-03,8.670321256864247,8.06
2020-02-04,8.512647762434828,8.01
2020-02-05,8.396614377993197,7.94
2020-02-06,8.325787826302943,8.02
2020-02-07,8.272292278762366,8.21
2020-02-10,8.2338318212177,8.12
2020-02-11,8.275510840586193,8.51
2020-02-12,8.351665222966425,8.88
2020-02-13,8.390225475001337,8.82
2020-02-14,8.465235336871176,8.83
2020-02-17,8.556975969042439,9.03
2020-02-18,8.695593802007645,9.33
2020-02-19,8.805386687477961,9.48
2020-02-20,8.90101862603776,9.36
2020-02-21,8.975211495234898,9.3
2020-02-24,9.04170305940548,9.36
2020-02-25,9.079699981010828,9.21
2020-02-26,9.123958685717149,9.24
2020-02-27,9.244325029608563,9.66
2020-02-28,9.328485914022089,10.08
2020-03-02,9.486554248754958,10.04
2020-03-03,9.655435091937601,10.43
2020-03-04,9.826102311940287,10.74
2020-03-05,9.963577271516723,10.5
2020-03-06,10.094040199682311,10.56
2020-03-09,10.145743048364963,10.32
2020-03-10,10.167697144013442,10.18
2020-03-11,10.194941225539623,10.36
2020-03-12,10.19778782084301,10.13
2020-03-13,10.156147162387565,9.85
2020-03-16,10.110848145716439,10.07
2020-03-17,10.062602482221788,9.85
2020-03-18,9.993878912039348,9.86
2020-03-19,9.875092688719578,9.55
2020-03-20,9.784248703746078,9.38
2020-03-23,9.62159184798549,9.04
2020-03-24,9.50448188807276,8.99
2020-03-25,9.432339885621996,9.25
2020-03-26,9.384601512771171,9.37
2020-03-27,9.299948545310325,9.23
2020-03-30,9.149201344778337,8.86
2020-03-31,9.096011900852805,8.91
2020-04-01,9.097949685749565,9.36
2020-04-02,9.114701934286375,9.26
2020-04-03,9.153225185952229,9.44
2020-04-07,9.235796598894552,9.69
2020-04-08,9.334356902016095,9.83
2020-04-09,9.422889423147188,9.86
2020-04-10,9.524360358375613,10.1
2020-04-13,9.620445542466223,10.06
2020-04-14,9.697191504567913,10.07
2020-04-15,9.688204035861425,10.03
2020-04-16,9.685216978386398,9.75
2020-04-17,9.671114493891999,9.71
2020-04-20,9.678335684644727,9.78
2020-04-21,9.691246131636012,9.74
2020-04-22,9.71631571630111,9.85
2020-04-23,9.67201834033489,9.86
2020-04-24,9.571702181411657,9.5
2020-04-27,9.504988026996843,9.25
2020-04-28,9.42203165091581,9.27
2020-04-29,9.314377731711918,9.09
"
1646,CN,technical,福耀玻璃从2024年11月14日到2025年08月06日，收盘价小于20日双指数移动平均线的天数比例是多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.6667,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high
2024-06-18,46.42,46.43
2024-06-19,45.55,46.53
2024-06-20,45.38,45.97
2024-06-21,45.17,45.41
2024-06-24,45.45,45.85
2024-06-25,46.13,46.45
2024-06-26,47.54,47.75
2024-06-27,47.45,48.0
2024-06-28,47.9,48.0
2024-07-01,47.74,48.12
2024-07-02,47.04,48.1
2024-07-03,46.17,47.32
2024-07-04,47.1,47.45
2024-07-05,47.74,47.8
2024-07-08,47.29,47.98
2024-07-09,48.73,48.85
2024-07-10,49.23,49.5
2024-07-11,49.17,49.73
2024-07-12,48.51,49.08
2024-07-15,49.26,49.39
2024-07-16,48.92,49.25
2024-07-17,48.45,48.84
2024-07-18,49.04,49.17
2024-07-19,48.6,48.9
2024-07-22,49.2,49.56
2024-07-23,47.81,49.35
2024-07-24,47.71,48.51
2024-07-25,47.6,47.99
2024-07-26,47.26,47.77
2024-07-29,44.46,46.25
2024-07-30,45.43,46.29
2024-07-31,45.01,45.4
2024-08-01,43.15,44.92
2024-08-02,43.35,43.65
2024-08-05,42.72,43.66
2024-08-06,42.87,43.14
2024-08-07,44.97,45.36
2024-08-08,45.14,45.84
2024-08-09,45.46,45.8
2024-08-12,45.23,45.87
2024-08-13,45.02,45.49
2024-08-14,45.3,45.46
2024-08-15,45.76,45.85
2024-08-16,46.32,46.62
2024-08-19,45.31,46.62
2024-08-20,45.62,45.99
2024-08-21,45.91,46.35
2024-08-22,46.55,46.66
2024-08-23,47.28,47.5
2024-08-26,46.96,47.48
2024-08-27,47.09,47.33
2024-08-28,47.42,47.59
2024-08-29,48.25,48.58
2024-08-30,47.89,48.25
2024-09-02,47.52,48.34
2024-09-03,47.75,48.05
2024-09-04,48.11,48.59
2024-09-05,48.18,48.55
2024-09-06,48.53,49.2
2024-09-09,48.4,49.12
2024-09-10,48.24,48.85
2024-09-11,48.89,49.48
2024-09-12,48.26,49.23
2024-09-13,49.6,49.92
2024-09-18,51.75,51.96
2024-09-19,52.2,53.0
2024-09-20,52.2,52.55
2024-09-23,52.3,52.61
2024-09-24,51.22,52.6
2024-09-25,52.3,53.48
2024-09-26,52.74,52.83
2024-09-27,54.25,54.57
2024-09-30,58.2,58.33
2024-10-08,58.27,64.02
2024-10-09,56.6,58.9
2024-10-10,58.36,59.26
2024-10-11,57.84,59.19
2024-10-14,58.25,58.96
2024-10-15,57.06,58.41
2024-10-16,55.71,57.23
2024-10-17,56.86,57.5
2024-10-18,58.6,59.38
2024-10-21,58.69,59.1
2024-10-22,60.88,61.61
2024-10-23,61.77,62.5
2024-10-24,60.68,62.26
2024-10-25,60.39,61.21
2024-10-28,58.34,60.39
2024-10-29,58.99,59.71
2024-10-30,58.65,59.52
2024-10-31,57.01,58.78
2024-11-01,56.96,57.67
2024-11-04,57.6,57.78
2024-11-05,58.15,58.29
2024-11-06,57.55,58.15
2024-11-07,57.87,58.35
2024-11-08,57.25,58.2
2024-11-11,57.28,58.1
2024-11-12,57.28,59.12
2024-11-13,57.59,57.95
2024-11-14,57.25,58.12
2024-11-15,57.38,58.3
2024-11-18,56.7,57.6
2024-11-19,57.36,57.49
2024-11-20,57.13,57.6
2024-11-21,57.07,57.3
2024-11-22,56.01,57.19
2024-11-25,54.8,56.32
2024-11-26,55.6,56.45
2024-11-27,56.83,56.94
2024-11-28,56.61,57.17
2024-11-29,56.0,56.93
2024-12-02,56.66,56.96
2024-12-03,57.2,57.47
2024-12-04,57.28,57.63
2024-12-05,56.05,57.5
2024-12-06,56.08,56.3
2024-12-09,56.34,56.96
2024-12-10,56.6,57.5
2024-12-11,57.35,57.62
2024-12-12,58.28,58.71
2024-12-13,57.84,58.38
2024-12-16,57.33,58.56
2024-12-17,58.8,59.28
2024-12-18,58.96,59.3
2024-12-19,60.55,61.0
2024-12-20,59.51,60.54
2024-12-23,59.81,60.47
2024-12-24,60.18,60.4
2024-12-25,61.49,61.96
2024-12-26,61.07,61.59
2024-12-27,61.64,61.73
2024-12-30,62.14,62.75
2024-12-31,62.4,63.19
2025-01-02,60.45,62.6
2025-01-03,59.38,60.87
2025-01-06,59.51,59.81
2025-01-07,59.98,60.27
2025-01-08,61.27,61.48
2025-01-09,61.08,61.62
2025-01-10,60.0,61.3
2025-01-13,59.7,61.3
2025-01-14,61.24,61.54
2025-01-15,60.56,61.35
2025-01-16,60.8,61.58
2025-01-17,60.19,61.44
2025-01-20,59.5,60.75
2025-01-21,59.55,59.92
2025-01-22,58.91,60.06
2025-01-23,58.42,59.33
2025-01-24,59.39,59.98
2025-01-27,59.59,60.24
2025-02-05,59.35,60.1
2025-02-06,58.6,59.54
2025-02-07,58.51,58.63
2025-02-10,58.35,59.12
2025-02-11,57.2,58.48
2025-02-12,57.43,57.56
2025-02-13,56.9,57.3
2025-02-14,57.34,57.34
2025-02-17,56.85,57.33
2025-02-18,57.42,57.98
2025-02-19,57.23,57.79
2025-02-20,57.34,57.66
2025-02-21,57.77,58.21
2025-02-24,56.81,57.58
2025-02-25,55.93,57.22
2025-02-26,56.88,57.01
2025-02-27,56.54,57.1
2025-02-28,56.26,57.34
2025-03-03,55.96,56.8
2025-03-04,55.73,56.13
2025-03-05,56.0,56.38
2025-03-06,55.79,56.26
2025-03-07,56.0,56.22
2025-03-10,56.61,56.62
2025-03-11,56.97,57.58
2025-03-12,58.99,59.3
2025-03-13,58.91,59.53
2025-03-14,61.38,61.49
2025-03-17,61.1,61.5
2025-03-18,60.45,61.41
2025-03-19,57.51,60.0
2025-03-20,56.94,57.69
2025-03-21,56.7,57.5
2025-03-24,57.78,58.78
2025-03-25,57.83,58.15
2025-03-26,57.58,57.94
2025-03-27,58.23,58.8
2025-03-28,58.24,58.64
2025-03-31,58.57,59.49
2025-04-01,57.9,58.87
2025-04-02,57.35,57.89
2025-04-03,56.9,57.34
2025-04-07,53.68,54.75
2025-04-08,53.68,54.13
2025-04-09,53.53,53.53
2025-04-10,54.6,56.28
2025-04-11,55.03,55.18
2025-04-14,54.12,55.5
2025-04-15,54.6,54.78
2025-04-16,54.88,54.88
2025-04-17,54.34,54.97
2025-04-18,54.11,55.75
2025-04-21,55.39,55.65
2025-04-22,55.94,56.15
2025-04-23,56.87,57.18
2025-04-24,56.98,57.35
2025-04-25,57.02,57.24
2025-04-28,56.98,57.5
2025-04-29,58.13,58.3
2025-04-30,58.12,58.78
2025-05-06,58.0,58.25
2025-05-07,57.56,58.47
2025-05-08,58.24,58.28
2025-05-09,56.12,56.8
2025-05-12,56.88,57.25
2025-05-13,56.4,57.19
2025-05-14,56.24,56.56
2025-05-15,56.67,56.99
2025-05-16,57.06,57.08
2025-05-19,56.83,57.14
2025-05-20,57.43,57.67
2025-05-21,57.17,57.98
2025-05-22,59.0,59.0
2025-05-23,60.3,60.88
2025-05-26,59.79,60.65
2025-05-27,58.6,60.11
2025-05-28,58.65,59.31
2025-05-29,58.35,59.24
2025-05-30,57.97,58.68
2025-06-03,58.07,58.37
2025-06-04,57.0,58.47
2025-06-05,57.94,58.13
2025-06-06,57.88,58.11
2025-06-09,57.55,57.97
2025-06-10,57.28,57.85
2025-06-11,58.41,59.16
2025-06-12,57.98,58.4
2025-06-13,57.7,58.22
2025-06-16,57.95,58.11
2025-06-17,57.2,58.1
2025-06-18,57.47,57.63
2025-06-19,56.85,57.52
2025-06-20,57.65,57.95
2025-06-23,56.79,57.6
2025-06-24,57.47,57.88
2025-06-25,57.99,58.15
2025-06-26,56.98,58.15
2025-06-27,57.36,57.7
2025-06-30,57.01,57.47
2025-07-01,56.87,57.2
2025-07-02,57.13,57.5
2025-07-03,57.21,57.7
2025-07-04,58.13,58.77
2025-07-07,58.13,59.0
2025-07-08,57.64,58.22
2025-07-09,56.8,57.85
2025-07-10,56.41,56.93
2025-07-11,56.77,57.49
2025-07-14,56.71,57.06
2025-07-15,56.77,57.19
2025-07-16,56.76,57.18
2025-07-17,57.58,58.22
2025-07-18,58.0,58.06
2025-07-21,57.57,58.01
2025-07-22,57.35,57.7
2025-07-23,57.37,57.77
2025-07-24,57.38,57.42
2025-07-25,56.79,57.95
2025-07-28,55.57,56.93
2025-07-29,55.03,55.66
2025-07-30,55.55,56.15
2025-07-31,54.66,55.47
2025-08-01,54.91,55.01
2025-08-04,54.75,54.87
2025-08-05,55.79,55.95
2025-08-06,55.56,56.43
","date,20日,close
2024-08-09,44.45379978451805,45.46
2024-08-12,44.491734935201336,45.23
2024-08-13,44.491389469568354,45.02
2024-08-14,44.54669497756886,45.3
2024-08-15,44.682247150988154,45.76
2024-08-16,44.904572198608136,46.32
2024-08-19,44.91618456458632,45.31
2024-08-20,44.98549822866745,45.62
2024-08-21,45.100600813290164,45.91
2024-08-22,45.31826437291746,46.55
2024-08-23,45.640040988640344,47.28
2024-08-26,45.86027045422174,46.96
2024-08-27,46.07410663394509,47.09
2024-08-28,46.31823006783251,47.42
2024-08-29,46.67862834302986,48.25
2024-08-30,46.92259492800519,47.89
2024-09-02,47.06395900388745,47.52
2024-09-03,47.22553858524332,47.75
2024-09-04,47.42786982000182,48.11
2024-09-05,47.61238251040501,48.18
2024-09-06,47.83206403238672,48.53
2024-09-09,47.994641749633544,48.4
2024-09-10,48.10237868597725,48.24
2024-09-11,48.30973360497082,48.89
2024-09-12,48.3704505921291,48.26
2024-09-13,48.662235240645245,49.6
2024-09-18,49.29961691219116,51.75
2024-09-19,49.92523214071567,52.2
2024-09-20,50.45798989340158,52.2
2024-09-23,50.92804338352858,52.3
2024-09-24,51.12935208285225,51.22
2024-09-25,51.49088276794166,52.3
2024-09-26,51.87398718119679,52.74
2024-09-27,52.46937208927006,54.25
2024-09-30,53.68945477284687,58.2
2024-10-08,54.741817651939485,58.27
2024-10-09,55.33232950850337,56.6
2024-10-10,56.146491554275585,58.36
2024-10-11,56.73870591324763,57.84
2024-10-14,57.30785457523385,58.25
2024-10-15,57.566428835270315,57.06
2024-10-16,57.52860478205509,55.71
2024-10-17,57.68976373366752,56.86
2024-10-18,58.129807558151455,58.6
2024-10-21,58.51061615317662,58.69
2024-10-22,59.22124979986908,60.88
2024-10-23,59.979466913829405,61.77
2024-10-24,60.41864720971231,60.68
2024-10-25,60.727920447750584,60.39
2024-10-28,60.60614257278645,58.34
2024-10-29,60.60381517334608,58.99
2024-10-30,60.5255941940006,58.65
2024-10-31,60.14704510030509,57.01
2024-11-01,59.79964282541779,56.96
2024-11-04,59.6056047471049,57.6
2024-11-05,59.52834813653942,58.15
2024-11-06,59.34376076928252,57.55
2024-11-07,59.234438586387114,57.87
2024-11-08,59.020100576476025,57.25
2024-11-11,58.83403158807737,57.28
2024-11-12,58.6676210865712,57.28
2024-11-13,58.57504812650314,57.59
2024-11-14,58.428655765753525,57.25
2024-11-15,58.32171185352309,57.38
2024-11-18,58.10227058429569,56.7
2024-11-19,58.029646138653334,57.36
2024-11-20,57.92239895173383,57.13
2024-11-21,57.81653539099717,57.07
2024-11-22,57.53081455882045,56.01
2024-11-25,57.06362979997447,54.8
2024-11-26,56.80578803774478,55.6
2024-11-27,56.80691269008968,56.83
2024-11-28,56.768133435523126,56.61
2024-11-29,56.6242970531181,56.0
2024-12-02,56.620618771347836,56.66
2024-12-03,56.71592413460304,57.2
2024-12-04,56.812843725525305,57.28
2024-12-05,56.673289524665506,56.05
2024-12-06,56.5588400357561,56.08
2024-12-09,56.507974671494594,56.34
2024-12-10,56.51197853728966,56.6
2024-12-11,56.6521088806068,57.35
2024-12-12,56.94185631465455,58.28
2024-12-13,57.111360619490426,57.84
2024-12-16,57.16420781125413,57.33
2024-12-17,57.47563866155272,58.8
2024-12-18,57.771611410558585,58.96
2024-12-19,58.31310736690525,60.55
2024-12-20,58.58799990834182,59.51
2024-12-23,58.87580990341037,59.81
2024-12-24,59.18700302950133,60.18
2024-12-25,59.6883923864193,61.49
2024-12-26,60.03897739390617,61.07
2024-12-27,60.438717253604885,61.64
2024-12-30,60.867540882486566,62.14
2024-12-31,61.277280489054235,62.4
2025-01-02,61.2691328156182,60.45
2025-01-03,61.06092909368422,59.38
2025-01-06,60.89883099846222,59.51
2025-01-07,60.838802117806914,59.98
2025-01-08,61.0158868470863,61.27
2025-01-09,61.1286851234616,61.08
2025-01-10,61.024661171710214,60.0
2025-01-13,60.87579203051046,59.7
2025-01-14,61.02262892825388,61.24
2025-01-15,61.02144435766967,60.56
2025-01-16,61.059826653788534,60.8
2025-01-17,60.978231874386616,60.19
2025-01-20,60.77911930553937,59.5
2025-01-21,60.613595236206,59.55
2025-01-22,60.35235131336208,58.91
2025-01-23,60.036527137851635,58.42
2025-01-24,59.93929667093399,59.39
2025-01-27,59.89100328036482,59.59
2025-02-05,59.80520299211782,59.35
2025-02-06,59.59478413491683,58.6
2025-02-07,59.39718698301382,58.51
2025-02-10,59.198363128662244,58.35
2025-02-11,58.8192954099875,57.2
2025-02-12,58.536028679643884,57.43
2025-02-13,58.19797107335677,56.9
2025-02-14,57.98928472378063,57.34
2025-02-17,57.72367721563525,56.85
2025-02-18,57.601729326059235,57.42
2025-02-19,57.465788043879684,57.23
2025-02-20,57.37232329321679,57.34
2025-02-21,57.373524952713,57.77
2025-02-24,57.20395510978166,56.81
2025-02-25,56.901935758903356,55.93
2025-02-26,56.81822435594942,56.88
2025-02-27,56.68858101379483,56.54
2025-02-28,56.5303144138561,56.26
2025-03-03,56.34388470811164,55.96
2025-03-04,56.14606914664635,55.73
2025-03-05,56.02934421631628,56.0
2025-03-06,55.89543247773483,55.79
2025-03-07,55.82295205247669,56.0
2025-03-10,55.87588347712952,56.61
2025-03-11,55.99117760500063,56.97
2025-03-12,56.46087481529874,58.99
2025-03-13,56.85379362177589,58.91
2025-03-14,57.64215760057669,61.38
2025-03-17,58.27061738729954,61.1
2025-03-18,58.6928203656618,60.45
2025-03-19,58.52103803851016,57.51
2025-03-20,58.26784626468752,56.94
2025-03-21,58.005003599361615,56.7
2025-03-24,57.97392374317093,57.78
2025-03-25,57.95579330539876,57.83
2025-03-26,57.894459379645134,57.58
2025-03-27,57.959313382557504,58.23
2025-03-28,58.01667175335375,58.24
2025-03-31,58.125514576129326,58.57
2025-04-01,58.09710233285827,57.9
2025-04-02,57.97228321913427,57.35
2025-04-03,57.782830083236526,56.9
2025-04-07,57.03561034992127,53.68
2025-04-08,56.39350430655053,53.68
2025-04-09,55.81605691679308,53.53
2025-04-10,55.51673098624975,54.6
2025-04-11,55.34139405910429,55.03
2025-04-14,55.029960483285855,54.12
2025-04-15,54.853844014343466,54.6
2025-04-16,54.75816732194987,54.88
2025-04-17,54.58299282026758,54.34
2025-04-18,54.39566863344586,54.11
2025-04-21,54.471934606288436,55.39
2025-04-22,54.64246584839959,55.94
2025-04-23,54.96253821803343,56.87
2025-04-24,55.26180346194654,56.98
2025-04-25,55.5296210111639,57.02
2025-04-28,55.75511681892537,56.98
2025-04-29,56.15943318927954,58.13
2025-04-30,56.506463749235856,58.12
2025-05-06,56.78340746158798,58.0
2025-05-07,56.94132821059651,57.56
2025-05-08,57.199568749257956,58.24
2025-05-09,57.035819450980746,56.12
2025-05-12,57.03133696916217,56.88
2025-05-13,56.939220135118724,56.4
2025-05-14,56.82989800897324,56.24
2025-05-15,56.81306154735325,56.67
2025-05-16,56.86873000804662,57.06
2025-05-19,56.87431140096752,56.83
2025-05-20,56.98732191625226,57.43
2025-05-21,57.03668134562366,57.17
2025-05-22,57.41026871211025,59.0
2025-05-23,57.966332123568776,60.3
2025-05-26,58.35017240257615,59.79
2025-05-27,58.46156843684227,58.6
2025-05-28,58.56308248360578,58.65
2025-05-29,58.59254788257903,58.35
2025-05-30,58.54553386330243,57.97
2025-06-03,58.51996879207327,58.07
2025-06-04,58.30085571751087,57.0
2025-06-05,58.28021344361728,57.94
2025-06-06,58.24934560994368,57.88
2025-06-09,58.16086336414789,57.55
2025-06-10,58.033912016780846,57.28
2025-06-11,58.12814085018985,58.41
2025-06-12,58.12982802810345,57.98
2025-06-13,58.079056506820876,57.7
2025-06-16,58.07940855849823,57.95
2025-06-17,57.94246855038379,57.2
2025-06-18,57.872615450313845,57.47
2025-06-19,57.69931061828094,56.85
2025-06-20,57.69486552341246,57.65
2025-06-23,57.53481078114223,56.79
2025-06-24,57.52039126847983,57.47
2025-06-25,57.60246154252734,57.99
2025-06-26,57.48993891840271,56.98
2025-06-27,57.46213750574374,57.36
2025-06-30,57.37496095247196,57.01
2025-07-01,57.274891611109155,56.87
2025-07-02,57.23646848485878,57.13
2025-07-03,57.21856231135352,57.21
2025-07-04,57.37072018463967,58.13
2025-07-07,57.502162614385114,58.13
2025-07-08,57.52656639370611,57.64
2025-07-09,57.39519110744775,56.8
2025-07-10,57.211501214547376,56.41
2025-07-11,57.11917002136092,56.77
2025-07-14,57.02953682220956,56.71
2025-07-15,56.96414967440347,56.77
2025-07-16,56.907049086975775,56.76
2025-07-17,57.00772593865538,57.58
2025-07-18,57.171520586505075,58.0
2025-07-21,57.23511193690806,57.57
2025-07-22,57.25029567783288,57.35
2025-07-23,57.26725746414247,57.37
2025-07-24,57.283888246458105,57.38
2025-07-25,57.19134439029055,56.79
2025-07-28,56.890633030568,55.57
2025-07-29,56.53453476983757,55.03
2025-07-30,56.32371932493274,55.55
2025-07-31,55.982677935113294,54.66
2025-08-01,55.73685785922832,54.91
2025-08-04,55.49910620654944,54.75
2025-08-05,55.48635162277784,55.79
2025-08-06,55.43694161998268,55.56
"
1647,CN,technical,在2025年09月30日至2025年11月13日期间，对于长城汽车的双指数移动平均线，收盘价大于5日线的天数占总天数的百分比？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,50.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high
2025-08-26,26.2,26.36
2025-08-27,25.16,26.13
2025-08-28,25.51,25.67
2025-08-29,25.85,25.96
2025-09-01,26.08,26.39
2025-09-02,26.28,26.87
2025-09-03,25.98,26.54
2025-09-04,25.71,26.09
2025-09-05,26.07,26.12
2025-09-08,25.95,26.31
2025-09-09,26.19,26.34
2025-09-10,25.74,26.29
2025-09-11,25.61,25.73
2025-09-12,25.13,25.74
2025-09-15,25.09,25.48
2025-09-16,25.05,25.2
2025-09-17,25.35,25.49
2025-09-18,24.99,25.61
2025-09-19,24.94,25.15
2025-09-22,24.66,25.02
2025-09-23,24.5,24.88
2025-09-24,24.5,24.66
2025-09-25,24.4,24.64
2025-09-26,24.22,24.93
2025-09-29,24.4,24.48
2025-09-30,24.6,24.8
2025-10-09,24.75,24.77
2025-10-10,24.58,24.97
2025-10-13,23.84,24.14
2025-10-14,23.44,24.09
2025-10-15,23.63,23.64
2025-10-16,23.62,24.14
2025-10-17,22.85,23.6
2025-10-20,22.98,23.1
2025-10-21,23.17,23.17
2025-10-22,22.84,23.18
2025-10-23,23.21,23.22
2025-10-24,23.19,23.27
2025-10-27,22.91,23.1
2025-10-28,22.9,23.05
2025-10-29,22.77,22.86
2025-10-30,22.71,22.99
2025-10-31,22.79,22.91
2025-11-03,22.69,22.92
2025-11-04,22.47,22.72
2025-11-05,22.45,22.5
2025-11-06,22.81,22.9
2025-11-07,22.78,23.0
2025-11-10,23.73,23.81
2025-11-11,23.39,23.77
2025-11-12,22.97,23.37
2025-11-13,23.09,23.15
","date,5日,close
2025-09-05,25.976516283086927,26.07
2025-09-08,25.96560195769615,25.95
2025-09-09,26.092350928889566,26.19
2025-09-10,25.909533701765575,25.74
2025-09-11,25.737222300625405,25.61
2025-09-12,25.379836977826955,25.13
2025-09-15,25.17101717015798,25.09
2025-09-16,25.046984236731998,25.05
2025-09-17,25.158860240016892,25.35
2025-09-18,25.029820659252742,24.99
2025-09-19,24.94026743899615,24.94
2025-09-22,24.74488073677142,24.66
2025-09-23,24.559722120585835,24.5
2025-09-24,24.470793611104927,24.5
2025-09-25,24.37895942787953,24.4
2025-09-26,24.24048207668163,24.22
2025-09-29,24.276660800962382,24.4
2025-09-30,24.417555700535786,24.6
2025-10-09,24.58378057806443,24.75
2025-10-10,24.58168268162556,24.58
2025-10-13,24.16945220747211,23.84
2025-10-14,23.72741064035145,23.44
2025-10-15,23.604568761592105,23.63
2025-10-16,23.54724250863328,23.62
2025-10-17,23.102070561914545,22.85
2025-10-20,22.94843074538238,22.98
2025-10-21,22.989209632992264,23.17
2025-10-22,22.844088068264185,22.84
2025-10-23,22.984690920800126,23.21
2025-10-24,23.06110430850498,23.19
2025-10-27,22.95383200209547,22.91
2025-10-28,22.89572964345841,22.9
2025-10-29,22.798158634791008,22.77
2025-10-30,22.718331671517603,22.71
2025-10-31,22.726371724338577,22.79
2025-11-03,22.68145933399917,22.69
2025-11-04,22.54022501229286,22.47
2025-11-05,22.45854031239085,22.45
2025-11-06,22.6212870777243,22.81
2025-11-07,22.69792040923647,22.78
2025-11-10,23.268877399993386,23.73
2025-11-11,23.3849830181083,23.39
2025-11-12,23.203809624147343,22.97
2025-11-13,23.16397593525943,23.09
"
1648,CN,technical,2024年08月29日-2025年04月23日，大华股份的收盘价大于5日双指数移动平均线的天数占比多少？（%）（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,46.5116,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high
2024-07-25,14.39,14.51
2024-07-26,14.53,14.65
2024-07-29,14.4,14.59
2024-07-30,14.36,14.39
2024-07-31,15.0,15.0
2024-08-01,14.92,15.14
2024-08-02,14.71,15.02
2024-08-05,14.15,14.8
2024-08-06,14.28,14.39
2024-08-07,13.99,14.35
2024-08-08,13.94,14.03
2024-08-09,13.72,14.17
2024-08-12,13.67,13.75
2024-08-13,13.69,13.75
2024-08-14,13.74,13.79
2024-08-15,13.9,14.04
2024-08-16,13.93,14.05
2024-08-19,13.73,14.02
2024-08-20,13.5,13.76
2024-08-21,13.27,13.55
2024-08-22,13.03,13.33
2024-08-23,13.11,13.19
2024-08-26,13.38,13.59
2024-08-27,13.06,13.31
2024-08-28,13.18,13.21
2024-08-29,13.35,13.45
2024-08-30,13.72,13.9
2024-09-02,13.52,13.8
2024-09-03,13.73,13.82
2024-09-04,13.69,13.8
2024-09-05,13.74,13.89
2024-09-06,13.52,13.79
2024-09-09,13.37,13.55
2024-09-10,13.6,13.67
2024-09-11,13.61,13.72
2024-09-12,13.52,13.8
2024-09-13,13.52,13.65
2024-09-18,13.58,13.63
2024-09-19,13.87,13.94
2024-09-20,13.97,14.07
2024-09-23,14.08,14.31
2024-09-24,14.39,14.5
2024-09-25,14.61,14.82
2024-09-26,15.04,15.05
2024-09-27,15.99,16.09
2024-09-30,17.22,17.34
2024-10-08,18.49,18.94
2024-10-09,16.75,17.95
2024-10-10,16.73,17.22
2024-10-11,15.91,16.71
2024-10-14,16.44,16.57
2024-10-15,16.12,16.61
2024-10-16,15.91,16.14
2024-10-17,15.91,16.33
2024-10-18,16.42,16.72
2024-10-21,16.89,17.16
2024-10-22,16.71,16.83
2024-10-23,16.64,16.83
2024-10-24,16.35,16.63
2024-10-25,16.45,16.58
2024-10-28,16.68,16.9
2024-10-29,16.43,16.85
2024-10-30,16.23,16.41
2024-10-31,16.44,16.52
2024-11-01,16.03,16.4
2024-11-04,16.29,16.35
2024-11-05,17.29,17.49
2024-11-06,17.14,17.39
2024-11-07,17.35,17.35
2024-11-08,17.29,17.72
2024-11-11,18.19,18.3
2024-11-12,17.83,18.38
2024-11-13,18.07,18.26
2024-11-14,17.48,18.12
2024-11-15,17.7,18.42
2024-11-18,16.84,17.8
2024-11-19,17.04,17.04
2024-11-20,17.16,17.41
2024-11-21,16.99,17.18
2024-11-22,16.43,17.35
2024-11-25,16.04,16.47
2024-11-26,15.91,16.15
2024-11-27,16.24,16.24
2024-11-28,15.97,16.32
2024-11-29,16.33,16.49
2024-12-02,16.46,16.54
2024-12-03,16.26,16.46
2024-12-04,16.08,16.34
2024-12-05,16.13,16.22
2024-12-06,16.87,17.14
2024-12-09,16.83,17.25
2024-12-10,17.03,17.41
2024-12-11,16.94,17.05
2024-12-12,16.92,17.03
2024-12-13,16.67,16.93
2024-12-16,16.49,16.78
2024-12-17,16.35,16.63
2024-12-18,16.62,16.76
2024-12-19,16.82,16.82
2024-12-20,16.78,16.98
2024-12-23,16.51,16.86
2024-12-24,16.56,16.67
2024-12-25,16.42,16.66
2024-12-26,17.02,17.09
2024-12-27,16.7,17.02
2024-12-30,16.75,16.94
2024-12-31,16.0,16.84
2025-01-02,15.4,16.0
2025-01-03,14.93,15.51
2025-01-06,14.86,15.09
2025-01-07,14.98,14.98
2025-01-08,14.65,14.92
2025-01-09,14.61,14.75
2025-01-10,14.36,14.83
2025-01-13,14.55,14.72
2025-01-14,15.09,15.1
2025-01-15,14.88,15.08
2025-01-16,14.98,15.15
2025-01-17,15.06,15.18
2025-01-20,15.11,15.25
2025-01-21,15.15,15.22
2025-01-22,15.17,15.28
2025-01-23,15.18,15.51
2025-01-24,15.49,15.52
2025-01-27,15.15,15.43
2025-02-05,15.7,15.79
2025-02-06,16.07,16.1
2025-02-07,16.3,16.5
2025-02-10,16.4,16.44
2025-02-11,16.78,16.95
2025-02-12,17.08,17.2
2025-02-13,16.76,17.14
2025-02-14,17.27,17.66
2025-02-17,17.53,17.65
2025-02-18,17.33,18.05
2025-02-19,17.49,17.64
2025-02-20,17.24,17.63
2025-02-21,17.7,17.79
2025-02-24,17.92,18.18
2025-02-25,17.74,18.14
2025-02-26,17.59,17.99
2025-02-27,17.16,17.68
2025-02-28,16.44,17.15
2025-03-03,16.38,16.76
2025-03-04,16.61,16.67
2025-03-05,16.53,16.72
2025-03-06,18.18,18.18
2025-03-07,19.37,20.0
2025-03-10,18.91,19.55
2025-03-11,18.65,18.88
2025-03-12,18.81,19.49
2025-03-13,19.22,20.5
2025-03-14,19.02,19.79
2025-03-17,19.14,19.77
2025-03-18,19.86,20.44
2025-03-19,18.9,19.6
2025-03-20,18.38,18.9
2025-03-21,17.85,18.48
2025-03-24,17.58,17.93
2025-03-25,17.3,17.57
2025-03-26,17.19,17.48
2025-03-27,17.21,17.42
2025-03-28,17.06,17.22
2025-03-31,17.02,17.07
2025-04-01,16.87,17.16
2025-04-02,16.92,17.13
2025-04-03,16.47,16.8
2025-04-07,14.82,15.8
2025-04-08,14.84,15.11
2025-04-09,15.11,15.19
2025-04-10,15.39,15.65
2025-04-11,15.44,15.59
2025-04-14,15.54,15.74
2025-04-15,15.44,15.57
2025-04-16,15.47,15.54
2025-04-17,15.48,15.53
2025-04-18,15.59,15.62
2025-04-21,15.79,15.8
2025-04-22,15.75,15.83
2025-04-23,16.01,16.24
","date,5日,close
2024-08-06,14.326125082558555,14.28
2024-08-07,14.113722332300291,13.99
2024-08-08,13.977796406374367,13.94
2024-08-09,13.790963060810137,13.72
2024-08-12,13.672263456024908,13.67
2024-08-13,13.630367692117595,13.69
2024-08-14,13.646150942367946,13.74
2024-08-15,13.752482282216107,13.9
2024-08-16,13.832798179680168,13.93
2024-08-19,13.768183225255285,13.73
2024-08-20,13.607445109371417,13.5
2024-08-21,13.396289823492875,13.27
2024-08-22,13.155077493825427,13.03
2024-08-23,13.078418959103733,13.11
2024-08-26,13.197857503771456,13.38
2024-08-27,13.093401578760282,13.06
2024-08-28,13.109932103337506,13.18
2024-08-29,13.219508769445438,13.35
2024-08-30,13.48826409111058,13.72
2024-09-02,13.522348223949466,13.52
2024-09-03,13.653902480327922,13.73
2024-09-04,13.698604096459686,13.69
2024-09-05,13.745293248467174,13.74
2024-09-06,13.643233621751927,13.52
2024-09-09,13.500847829683822,13.37
2024-09-10,13.550804385466463,13.6
2024-09-11,13.58402903409581,13.61
2024-09-12,13.551681207475982,13.52
2024-09-13,13.533784261480951,13.52
2024-09-18,13.557631811985276,13.58
2024-09-19,13.731827188655501,13.87
2024-09-20,13.880155446213877,13.97
2024-09-23,14.017172955549395,14.08
2024-09-24,14.257272631304136,14.39
2024-09-25,14.500953305939113,14.61
2024-09-26,14.86026101622809,15.04
2024-09-27,15.567702107886738,15.99
2024-09-30,16.612375692192053,17.22
2024-10-08,17.84974443052863,18.49
2024-10-09,17.504158933063934,16.75
2024-10-10,17.25565883051696,16.73
2024-10-11,16.63125224821642,15.91
2024-10-14,16.56804351739214,16.44
2024-10-15,16.347945912871108,16.12
2024-10-16,16.108130764987187,15.91
2024-10-17,15.97953172537354,15.91
2024-10-18,16.197984182725968,16.42
2024-10-21,16.58085369902416,16.89
2024-10-22,16.68536751748734,16.71
2024-10-23,16.695666157083494,16.64
2024-10-24,16.5329470905614,16.35
2024-10-25,16.4958556064892,16.45
2024-10-28,16.602053212847203,16.68
2024-10-29,16.51902401424551,16.43
2024-10-30,16.361119479950816,16.23
2024-10-31,16.393037522491973,16.44
2024-11-01,16.1846635944556,16.03
2024-11-04,16.219312560388815,16.29
2024-11-05,16.79812181631593,17.29
2024-11-06,17.02669017269288,17.14
2024-11-07,17.257532756338982,17.35
2024-11-08,17.337070265032914,17.29
2024-11-11,17.86719023944879,18.19
2024-11-12,17.938666868139308,17.83
2024-11-13,18.091693495541836,18.07
2024-11-14,17.829517163771648,17.48
2024-11-15,17.79638133145471,17.7
2024-11-18,17.293167480263325,16.84
2024-11-19,17.130276048593455,17.04
2024-11-20,17.114515851340904,17.16
2024-11-21,17.01812066907967,16.99
2024-11-22,16.661042735954716,16.43
2024-11-25,16.260003350570877,16.04
2024-11-26,15.985096584781292,15.91
2024-11-27,16.037905068343555,16.24
2024-11-28,15.93383049788861,15.97
2024-11-29,16.091593966809903,16.33
2024-12-02,16.26042284557382,16.46
2024-12-03,16.2465220310718,16.26
2024-12-04,16.141841443396263,16.08
2024-12-05,16.116223244051994,16.13
2024-12-06,16.517479239448765,16.87
2024-12-09,16.712761988575245,16.83
2024-12-10,16.923691878345323,17.03
2024-12-11,16.979250509538094,16.94
2024-12-12,16.988470955675094,16.92
2024-12-13,16.846072158883196,16.67
2024-12-16,16.663220231544216,16.49
2024-12-17,16.484928238110868,16.35
2024-12-18,16.54069532568373,16.62
2024-12-19,16.68540343952903,16.82
2024-12-20,16.74245110795705,16.78
2024-12-23,16.621977726374272,16.51
2024-12-24,16.583769809407006,16.56
2024-12-25,16.486369645265228,16.42
2024-12-26,16.769039611728296,17.02
2024-12-27,16.74477741774207,16.7
2024-12-30,16.756796729554633,16.75
2024-12-31,16.34471678707637,16.0
2025-01-02,15.789934947410877,15.4
2025-01-03,15.238928024513893,14.93
2025-01-06,14.92082183383591,14.86
2025-01-07,14.839349989775041,14.98
2025-01-08,14.635434726884094,14.65
2025-01-09,14.524201862612108,14.61
2025-01-10,14.345409271534324,14.36
2025-01-13,14.373122645329271,14.55
2025-01-14,14.705092739757106,15.09
2025-01-15,14.778735810640914,14.88
2025-01-16,14.878273196518057,14.98
2025-01-17,14.978259457294783,15.06
2025-01-20,15.059557855718353,15.11
2025-01-21,15.123517382160124,15.15
2025-01-22,15.165997462560895,15.17
2025-01-23,15.190877780232247,15.18
2025-01-24,15.372949279171488,15.49
2025-01-27,15.277986692125431,15.15
2025-02-05,15.527115909868801,15.7
2025-02-06,15.862604905547098,16.07
2025-02-07,16.16253280301,16.3
2025-02-10,16.366663779325734,16.4
2025-02-11,16.672203793318754,16.78
2025-02-12,16.986643378058012,17.08
2025-02-13,16.95898948482457,16.76
2025-02-14,17.20792225618475,17.27
2025-02-17,17.469901014990974,17.53
2025-02-18,17.481902572794745,17.33
2025-02-19,17.559247423730334,17.49
2025-02-20,17.44703986595389,17.24
2025-02-21,17.6297209662806,17.7
2025-02-24,17.840943570172406,17.92
2025-02-25,17.843604330771825,17.74
2025-02-26,17.749941965396918,17.59
2025-02-27,17.451654029075083,17.16
2025-02-28,16.88667560970148,16.44
2025-03-03,16.55261013334638,16.38
2025-03-04,16.51273546237229,16.61
2025-03-05,16.46137611278689,16.53
2025-03-06,17.362841278217058,18.18
2025-03-07,18.51539898749524,19.37
2025-03-10,18.867046970786063,18.91
2025-03-11,18.88366307771687,18.65
2025-03-12,18.953974338828687,18.81
2025-03-13,19.19700441723075,19.22
2025-03-14,19.196461739050477,19.02
2025-03-17,19.243280355520298,19.14
2025-03-18,19.652613034449075,19.86
2025-03-19,19.32424833236752,18.9
2025-03-20,18.84228087229044,18.38
2025-03-21,18.282264126446133,17.85
2025-03-24,17.835338447576873,17.58
2025-03-25,17.45277831834866,17.3
2025-03-26,17.204665114430714,17.19
2025-03-27,17.10387423330821,17.21
2025-03-28,16.987536704663967,17.06
2025-03-31,16.921660391414974,17.02
2025-04-01,16.819975319813754,16.87
2025-04-02,16.80811803023391,16.92
2025-04-03,16.565279453727985,16.47
2025-04-07,15.530097924866691,14.82
2025-04-08,15.002228587054262,14.84
2025-04-09,14.89959459390937,15.11
2025-04-10,15.032913419855046,15.39
2025-04-11,15.15962029584701,15.44
2025-04-14,15.302643318971548,15.54
2025-04-15,15.337026516030058,15.44
2025-04-16,15.3804161018305,15.47
2025-04-17,15.415209684205088,15.48
2025-04-18,15.498983533682118,15.59
2025-04-21,15.657440407485005,15.79
2025-04-22,15.720372306121288,15.75
2025-04-23,15.896078449279493,16.01
"
1649,CN,technical,统计北新建材在2023年08月15日到2023年11月22日间，最低价大于10日双指数移动平均线的天数占比（%）。（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,82.6531,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2023-06-02,24.03,24.11,22.49
2023-06-05,23.91,24.16,23.3
2023-06-06,24.51,24.83,23.79
2023-06-07,24.04,24.9,23.99
2023-06-08,25.16,25.31,23.9
2023-06-09,24.41,24.62,24.13
2023-06-12,25.15,26.17,24.26
2023-06-13,25.15,25.95,24.9
2023-06-14,25.16,25.91,25.08
2023-06-15,25.4,25.63,24.78
2023-06-16,25.34,25.85,25.23
2023-06-19,24.83,25.34,24.55
2023-06-20,24.25,24.8,24.05
2023-06-21,23.97,24.76,23.94
2023-06-26,24.21,24.33,23.55
2023-06-27,25.29,25.49,24.09
2023-06-28,24.99,25.29,24.62
2023-06-29,24.46,24.98,24.4
2023-06-30,24.51,24.89,24.28
2023-07-03,24.75,24.98,24.42
2023-07-04,25.05,25.08,24.41
2023-07-05,24.9,25.01,24.55
2023-07-06,25.01,25.24,24.66
2023-07-07,24.86,25.18,24.68
2023-07-10,24.59,25.18,24.27
2023-07-11,24.43,24.95,24.36
2023-07-12,24.06,24.43,24.01
2023-07-13,24.23,24.34,24.06
2023-07-14,23.93,24.43,23.9
2023-07-17,24.02,24.02,23.55
2023-07-18,24.22,24.32,23.61
2023-07-19,25.32,25.45,24.1
2023-07-20,25.65,25.95,25.35
2023-07-21,25.62,25.9,25.43
2023-07-24,24.54,26.34,24.51
2023-07-25,26.7,26.83,25.18
2023-07-26,27.0,27.37,26.4
2023-07-27,27.12,27.7,26.3
2023-07-28,27.74,27.79,26.99
2023-07-31,28.33,29.0,28.05
2023-08-01,27.85,28.52,27.6
2023-08-02,28.01,28.17,27.57
2023-08-03,27.99,28.19,27.55
2023-08-04,27.83,28.77,27.74
2023-08-07,27.37,27.72,27.1
2023-08-08,27.32,27.72,27.2
2023-08-09,27.03,27.54,26.99
2023-08-10,27.04,27.23,26.61
2023-08-11,26.54,27.26,26.37
2023-08-14,26.76,27.01,26.19
2023-08-15,26.75,27.1,26.32
2023-08-16,26.9,27.56,26.56
2023-08-17,26.65,26.84,26.31
2023-08-18,26.48,27.04,26.26
2023-08-21,28.1,28.92,27.71
2023-08-22,28.97,29.25,28.09
2023-08-23,28.7,29.3,28.51
2023-08-24,28.11,28.65,27.97
2023-08-25,28.49,29.13,27.97
2023-08-28,29.27,30.48,28.28
2023-08-29,29.39,29.6,28.55
2023-08-30,30.22,30.6,29.01
2023-08-31,29.9,30.51,29.81
2023-09-01,30.93,31.19,30.32
2023-09-04,31.32,32.08,31.1
2023-09-05,31.19,31.89,30.96
2023-09-06,30.98,31.24,30.63
2023-09-07,30.93,31.47,30.78
2023-09-08,30.67,31.2,30.55
2023-09-11,30.67,31.0,30.28
2023-09-12,30.18,30.79,30.08
2023-09-13,30.47,30.8,30.23
2023-09-14,30.4,30.86,30.3
2023-09-15,30.33,30.67,30.09
2023-09-18,30.21,30.42,29.65
2023-09-19,30.18,30.53,30.05
2023-09-20,30.48,30.66,30.0
2023-09-21,30.51,31.25,30.4
2023-09-22,30.54,30.6,30.0
2023-09-25,30.34,30.73,30.21
2023-09-26,30.14,30.33,29.98
2023-09-27,30.17,30.37,29.9
2023-09-28,30.05,30.65,29.92
2023-10-09,29.83,30.16,29.42
2023-10-10,29.44,30.05,29.3
2023-10-11,29.33,29.58,28.96
2023-10-12,29.32,29.56,29.17
2023-10-13,29.1,29.3,28.93
2023-10-16,28.85,29.3,28.67
2023-10-17,28.5,28.98,28.4
2023-10-18,28.15,28.55,27.86
2023-10-19,27.0,27.82,26.96
2023-10-20,26.25,27.06,26.15
2023-10-23,26.08,26.63,25.85
2023-10-24,25.9,26.63,25.79
2023-10-25,26.32,27.44,26.1
2023-10-26,25.18,26.17,25.1
2023-10-27,25.23,25.65,24.63
2023-10-30,24.24,25.23,24.13
2023-10-31,24.49,24.62,24.08
2023-11-01,24.52,24.84,24.28
2023-11-02,24.51,24.84,24.4
2023-11-03,24.66,24.73,24.51
2023-11-06,25.4,25.55,24.66
2023-11-07,25.45,25.57,25.26
2023-11-08,25.41,25.94,25.2
2023-11-09,25.36,25.55,25.2
2023-11-10,24.8,25.28,24.63
2023-11-13,24.36,24.9,24.08
2023-11-14,24.39,24.82,24.3
2023-11-15,24.3,24.98,24.2
2023-11-16,23.96,24.24,23.8
2023-11-17,23.55,23.9,23.32
2023-11-20,23.63,23.77,23.44
2023-11-21,23.99,24.66,23.68
2023-11-22,23.53,23.9,23.36
","date,10日,low
2023-06-30,24.59847093146696,24.28
2023-07-03,24.63950256743332,24.42
2023-07-04,24.769796387627878,24.41
2023-07-05,24.816694023043155,24.55
2023-07-06,24.887205860865173,24.66
2023-07-07,24.88888053375875,24.68
2023-07-10,24.799790669042597,24.27
2023-07-11,24.680324208561775,24.36
2023-07-12,24.469761562832904,24.01
2023-07-13,24.371458913614966,24.06
2023-07-14,24.201803126498334,23.9
2023-07-17,24.108998735899647,23.55
2023-07-18,24.110047078196406,23.61
2023-07-19,24.478020032024936,24.1
2023-07-20,24.861273991793627,25.35
2023-07-21,25.133988659348077,25.43
2023-07-24,24.975591415005255,24.51
2023-07-25,25.56920676664336,25.18
2023-07-26,26.10314078661124,26.4
2023-07-27,26.52988535248688,26.3
2023-07-28,27.04002393451977,26.99
2023-07-31,27.599702689946092,28.05
2023-08-01,27.839828048869634,27.6
2023-08-02,28.053801948682256,27.57
2023-08-03,28.188981106451628,27.55
2023-08-04,28.220002489538505,27.74
2023-08-07,28.07581010996729,27.1
2023-08-08,27.93942314149508,27.2
2023-08-09,27.731778207509713,26.99
2023-08-10,27.57288273244481,26.61
2023-08-11,27.283609472857727,26.37
2023-08-14,27.138108878494222,26.19
2023-08-15,27.024902401986612,26.32
2023-08-16,26.989618648225758,26.56
2023-08-17,26.88039171725442,26.31
2023-08-18,26.74345826041396,26.26
2023-08-21,27.178619888135174,27.71
2023-08-22,27.787988584770524,28.09
2023-08-23,28.14573164335219,28.51
2023-08-24,28.208494132374557,27.97
2023-08-25,28.372872521476317,27.97
2023-08-28,28.74463416966919,28.28
2023-08-29,29.050536292189403,28.55
2023-08-30,29.540915852151212,29.01
2023-08-31,29.785850405442968,29.81
2023-09-01,30.294084266557515,30.32
2023-09-04,30.78425456146701,31.1
2023-09-05,31.087120475862054,30.96
2023-09-06,31.223844915221974,30.63
2023-09-07,31.290781278257228,30.78
2023-09-08,31.23771285092522,30.55
2023-09-11,31.183420338383126,30.28
2023-09-12,30.968119719627406,30.08
2023-09-13,30.89380708328258,30.23
2023-09-14,30.806909960331666,30.3
2023-09-15,30.712147094213066,30.09
2023-09-18,30.596408412126625,29.65
2023-09-19,30.49623926421334,30.05
2023-09-20,30.51790324737177,30.0
2023-09-21,30.541069938663885,30.4
2023-09-22,30.56546846957302,30.0
2023-09-25,30.51484373507176,30.21
2023-09-26,30.40905878932888,29.98
2023-09-27,30.339266923523194,29.9
2023-09-28,30.24728172662771,29.92
2023-10-09,30.10645587658601,29.42
2023-10-10,29.874119369480876,29.3
2023-10-11,29.667873629369808,28.96
2023-10-12,29.515333137911327,29.17
2023-10-13,29.334034688656928,28.93
2023-10-16,29.122288299035162,28.67
2023-10-17,28.85583697047727,28.4
2023-10-18,28.550003040765716,27.86
2023-10-19,27.951882706305405,26.96
2023-10-20,27.272087021045017,26.15
2023-10-23,26.727030834348554,25.85
2023-10-24,26.28126492972205,25.79
2023-10-25,26.10909883060109,26.1
2023-10-26,25.623959579764715,25.1
2023-10-27,25.301049516650618,24.63
2023-10-30,24.755265110213887,24.13
2023-10-31,24.455516371683053,24.08
2023-11-01,24.265915435255536,24.28
2023-11-02,24.144086198960903,24.4
2023-11-03,24.12421419122777,24.51
2023-11-06,24.373251468985668,24.66
2023-11-07,24.590433399749692,25.26
2023-11-08,24.7510119352281,25.2
2023-11-09,24.86376246111933,25.2
2023-11-10,24.770520665687194,24.63
2023-11-13,24.563622582276025,24.08
2023-11-14,24.428306589834627,24.3
2023-11-15,24.306704757214035,24.2
2023-11-16,24.112683538444415,23.8
2023-11-17,23.842216985765763,23.32
2023-11-20,23.67794707907127,23.44
2023-11-21,23.685404510818884,23.68
2023-11-22,23.548399832540216,23.36
"
1650,CN,technical,"北方稀土2024年01月31日至2024年10月15日, 开盘价大于5日三指数移动平均线的天数占比？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",48.913,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open
2023-12-19,17.89,18.28
2023-12-20,17.7,17.89
2023-12-21,18.03,17.63
2023-12-22,18.59,18.07
2023-12-25,19.01,18.52
2023-12-26,18.78,18.97
2023-12-27,18.81,18.71
2023-12-28,19.41,18.78
2023-12-29,19.34,19.41
2024-01-02,19.25,19.45
2024-01-03,19.18,19.16
2024-01-04,18.76,19.11
2024-01-05,18.47,18.76
2024-01-08,18.09,18.5
2024-01-09,18.27,18.09
2024-01-10,18.32,18.21
2024-01-11,18.55,18.27
2024-01-12,18.33,18.52
2024-01-15,18.05,18.38
2024-01-16,17.99,18.05
2024-01-17,17.5,17.88
2024-01-18,17.59,17.42
2024-01-19,17.61,17.45
2024-01-22,17.04,17.57
2024-01-23,17.23,17.03
2024-01-24,17.56,17.27
2024-01-25,17.98,17.55
2024-01-26,17.9,17.88
2024-01-29,17.78,17.98
2024-01-30,17.24,17.68
2024-01-31,16.88,17.11
2024-02-01,16.8,16.81
2024-02-02,16.26,16.82
2024-02-05,15.81,16.2
2024-02-06,17.39,15.75
2024-02-07,18.92,17.6
2024-02-08,18.7,19.23
2024-02-19,18.53,18.34
2024-02-20,18.34,18.5
2024-02-21,18.4,18.17
2024-02-22,18.65,18.28
2024-02-23,18.58,18.67
2024-02-26,18.53,18.58
2024-02-27,18.69,18.47
2024-02-28,18.45,18.74
2024-02-29,18.85,18.34
2024-03-01,19.07,18.9
2024-03-04,18.92,19.1
2024-03-05,19.14,18.83
2024-03-06,18.9,19.13
2024-03-07,19.59,18.99
2024-03-08,19.51,19.5
2024-03-11,19.81,19.52
2024-03-12,19.68,19.82
2024-03-13,19.58,19.7
2024-03-14,19.48,19.65
2024-03-15,19.9,19.32
2024-03-18,20.09,19.88
2024-03-19,20.51,19.99
2024-03-20,20.39,20.15
2024-03-21,20.26,20.52
2024-03-22,19.67,20.2
2024-03-25,19.52,19.51
2024-03-26,19.21,19.46
2024-03-27,18.73,19.23
2024-03-28,19.09,18.72
2024-03-29,19.37,19.09
2024-04-01,19.93,19.48
2024-04-02,20.15,19.91
2024-04-03,20.79,20.25
2024-04-08,20.71,20.81
2024-04-09,21.6,20.51
2024-04-10,20.7,21.4
2024-04-11,20.41,20.64
2024-04-12,20.17,20.41
2024-04-15,20.29,20.05
2024-04-16,19.88,20.1
2024-04-17,20.4,19.88
2024-04-18,20.26,20.31
2024-04-19,19.99,20.05
2024-04-22,19.91,19.9
2024-04-23,19.05,19.74
2024-04-24,19.54,19.05
2024-04-25,19.63,19.42
2024-04-26,19.88,19.52
2024-04-29,19.88,19.7
2024-04-30,19.3,19.75
2024-05-06,19.67,19.47
2024-05-07,20.29,20.16
2024-05-08,20.23,20.18
2024-05-09,20.64,20.2
2024-05-10,20.47,20.64
2024-05-13,20.18,20.41
2024-05-14,20.16,20.1
2024-05-15,19.8,20.17
2024-05-16,19.75,19.96
2024-05-17,19.99,19.8
2024-05-20,20.39,20.08
2024-05-21,19.96,20.39
2024-05-22,19.97,19.94
2024-05-23,19.29,19.82
2024-05-24,19.15,19.25
2024-05-27,19.13,19.16
2024-05-28,19.06,19.14
2024-05-29,19.39,19.07
2024-05-30,19.05,19.38
2024-05-31,18.9,19.07
2024-06-03,18.4,18.86
2024-06-04,18.43,18.4
2024-06-05,18.34,18.39
2024-06-06,18.12,18.39
2024-06-07,18.19,18.24
2024-06-11,18.16,18.08
2024-06-12,18.2,18.16
2024-06-13,18.0,18.28
2024-06-14,17.97,17.91
2024-06-17,17.87,17.88
2024-06-18,18.1,17.88
2024-06-19,17.84,18.1
2024-06-20,17.3,17.84
2024-06-21,17.17,17.26
2024-06-24,16.91,17.14
2024-06-25,16.88,16.95
2024-06-26,17.23,16.8
2024-06-27,16.97,17.17
2024-06-28,17.2,16.95
2024-07-01,18.03,18.06
2024-07-02,17.55,17.89
2024-07-03,17.39,17.49
2024-07-04,16.98,17.44
2024-07-05,17.25,16.92
2024-07-08,16.96,17.25
2024-07-09,17.12,16.89
2024-07-10,17.02,17.07
2024-07-11,17.5,17.19
2024-07-12,16.95,17.36
2024-07-15,16.93,16.86
2024-07-16,17.08,16.8
2024-07-17,17.02,17.01
2024-07-18,17.12,17.0
2024-07-19,17.42,17.09
2024-07-22,17.62,17.3
2024-07-23,17.07,17.54
2024-07-24,16.94,17.06
2024-07-25,16.98,16.92
2024-07-26,17.24,16.97
2024-07-29,17.09,17.24
2024-07-30,17.15,17.05
2024-07-31,17.48,17.14
2024-08-01,17.43,17.51
2024-08-02,17.47,17.32
2024-08-05,17.18,17.4
2024-08-06,17.32,17.25
2024-08-07,17.21,17.33
2024-08-08,17.04,17.15
2024-08-09,16.93,17.05
2024-08-12,16.82,16.91
2024-08-13,16.92,16.85
2024-08-14,16.85,16.91
2024-08-15,16.97,16.82
2024-08-16,16.94,16.99
2024-08-19,16.95,16.95
2024-08-20,16.93,16.99
2024-08-21,16.96,16.93
2024-08-22,16.78,16.95
2024-08-23,16.28,16.75
2024-08-26,16.62,16.29
2024-08-27,16.23,16.52
2024-08-28,16.28,16.18
2024-08-29,16.67,16.27
2024-08-30,16.82,16.6
2024-09-02,16.72,16.76
2024-09-03,16.94,16.74
2024-09-04,16.83,16.93
2024-09-05,16.94,16.9
2024-09-06,16.75,16.94
2024-09-09,16.59,16.7
2024-09-10,16.44,16.58
2024-09-11,16.64,16.33
2024-09-12,16.45,16.61
2024-09-13,16.16,16.44
2024-09-18,16.08,16.18
2024-09-19,16.6,16.16
2024-09-20,16.64,16.6
2024-09-23,16.54,16.57
2024-09-24,17.02,16.64
2024-09-25,17.12,17.18
2024-09-26,17.7,17.12
2024-09-27,18.75,18.0
2024-09-30,20.63,19.79
2024-10-08,22.37,22.69
2024-10-09,20.25,22.3
2024-10-10,20.59,20.15
2024-10-11,19.9,20.54
2024-10-14,19.97,19.9
2024-10-15,19.36,19.88
","date,5日,open
2024-01-05,18.60702795899367,18.76
2024-01-08,18.183513609085345,18.5
2024-01-09,18.148069570037638,18.09
2024-01-10,18.196499649144783,18.21
2024-01-11,18.401429089079492,18.27
2024-01-12,18.34806444449561,18.52
2024-01-15,18.132075184779964,18.38
2024-01-16,18.003080469959727,18.05
2024-01-17,17.61467238080412,17.88
2024-01-18,17.52696344900415,17.42
2024-01-19,17.527498677664937,17.45
2024-01-22,17.147097165784825,17.57
2024-01-23,17.13551859809172,17.03
2024-01-24,17.387499842593257,17.27
2024-01-25,17.80752219611159,17.55
2024-01-26,17.93186492745935,17.88
2024-01-29,17.886292806056808,17.98
2024-01-30,17.471587100274952,17.68
2024-01-31,17.033114141351003,17.11
2024-02-01,16.799310017463334,16.81
2024-02-02,16.3423455057994,16.82
2024-02-05,15.858015178344289,16.2
2024-02-06,16.8012170948711,15.75
2024-02-07,18.319108916631116,17.6
2024-02-08,18.80119212998055,19.23
2024-02-19,18.825784843674022,18.34
2024-02-20,18.63934578563504,18.5
2024-02-21,18.5542946330323,18.17
2024-02-22,18.664879283343506,18.28
2024-02-23,18.6438385480173,18.67
2024-02-26,18.582814239141705,18.58
2024-02-27,18.658622794510276,18.47
2024-02-28,18.516482469577486,18.74
2024-02-29,18.732301728442504,18.34
2024-03-01,18.979626177303274,18.9
2024-03-04,18.972178189150597,19.1
2024-03-05,19.110721987361288,18.83
2024-03-06,18.991021552833857,19.13
2024-03-07,19.414688808193567,18.99
2024-03-08,19.53304428293795,19.5
2024-03-11,19.776065429864868,19.52
2024-03-12,19.769461092314277,19.82
2024-03-13,19.674699917531065,19.7
2024-03-14,19.548952580084556,19.65
2024-03-15,19.784071519702287,19.32
2024-03-18,20.01648772300473,19.88
2024-03-19,20.401680850875916,19.99
2024-03-20,20.46517703987954,20.15
2024-03-21,20.375961159481484,20.52
2024-03-22,19.902925036420143,20.2
2024-03-25,19.586843205347805,19.51
2024-03-26,19.24525633531511,19.46
2024-03-27,18.783366185402087,19.23
2024-03-28,18.870270058635228,18.72
2024-03-29,19.142424117568442,19.09
2024-04-01,19.67696702670535,19.48
2024-04-02,20.06596709921136,19.91
2024-04-03,20.6666964198729,20.25
2024-04-08,20.83824175241373,20.81
2024-04-09,21.495248900318806,20.51
2024-04-10,21.100752181085355,21.4
2024-04-11,20.678058940238586,20.64
2024-04-12,20.306670202087453,20.41
2024-04-15,20.232818018993207,20.05
2024-04-16,19.926537676755306,20.1
2024-04-17,20.17722027695298,19.88
2024-04-18,20.206558620156148,20.31
2024-04-19,20.036908775265445,20.05
2024-04-22,19.91424910201247,19.9
2024-04-23,19.267526094828384,19.74
2024-04-24,19.352174505570645,19.05
2024-04-25,19.484091729744165,19.42
2024-04-26,19.737143702380344,19.52
2024-04-29,19.854661248233832,19.7
2024-04-30,19.49434325766252,19.75
2024-05-06,19.59681039245929,19.47
2024-05-07,20.084396070474874,20.16
2024-05-08,20.249517027348467,20.18
2024-05-09,20.590746077014693,20.2
2024-05-10,20.595660879186926,20.64
2024-05-13,20.366480182309374,20.41
2024-05-14,20.23526321518868,20.1
2024-05-15,19.91985978113135,20.17
2024-05-16,19.752029403436133,19.96
2024-05-17,19.862471903197488,19.8
2024-05-20,20.20627046288942,20.08
2024-05-21,20.056513026237333,20.39
2024-05-22,19.99391636956952,19.94
2024-05-23,19.48952513760463,19.82
2024-05-24,19.181313790223932,19.25
2024-05-27,19.058124839810453,19.16
2024-05-28,18.98398688898295,19.14
2024-05-29,19.2097521516183,19.07
2024-05-30,19.086595811203182,19.38
2024-05-31,18.936184868836175,19.07
2024-06-03,18.530168552843893,18.86
2024-06-04,18.39219307648495,18.4
2024-06-05,18.29414211772208,18.39
2024-06-06,18.120224889862428,18.39
2024-06-07,18.11594712690577,18.24
2024-06-11,18.11356243554225,18.08
2024-06-12,18.155558298873075,18.16
2024-06-13,18.042943610180423,18.28
2024-06-14,17.979902062024088,17.91
2024-06-17,17.89048917680702,17.88
2024-06-18,18.021981118376146,17.88
2024-06-19,17.902540241609312,18.1
2024-06-20,17.472954303696966,17.84
2024-06-21,17.20496046847073,17.26
2024-06-24,16.927845640637166,17.14
2024-06-25,16.813656376260596,16.95
2024-06-26,17.039432777885196,16.8
2024-06-27,16.97594465131542,17.17
2024-06-28,17.12039563619446,16.95
2024-07-01,17.77380811593434,18.06
2024-07-02,17.711442687702863,17.89
2024-07-03,17.54792511303237,17.49
2024-07-04,17.173573491626644,17.44
2024-07-05,17.19885948075173,16.92
2024-07-08,17.013821006159006,17.25
2024-07-09,17.053925220686562,16.89
2024-07-10,17.01130672375421,17.07
2024-07-11,17.337771229158655,17.19
2024-07-12,17.094592817959544,17.36
2024-07-15,16.970692655931032,16.86
2024-07-16,17.02719377062968,16.8
2024-07-17,17.015565575709697,17.01
2024-07-18,17.083966910855697,17.0
2024-07-19,17.32634824539613,17.09
2024-07-22,17.568315595046805,17.3
2024-07-23,17.27341631796712,17.54
2024-07-24,17.041329841174388,17.06
2024-07-25,16.97019810136945,16.92
2024-07-26,17.13074643464479,16.97
2024-07-29,17.101252390774583,17.24
2024-07-30,17.131568232058154,17.05
2024-07-31,17.377984071867182,17.14
2024-08-01,17.446470468627073,17.51
2024-08-02,17.494241650929954,17.32
2024-08-05,17.30074017979927,17.4
2024-08-06,17.308853112025872,17.25
2024-08-07,17.235383510520872,17.33
2024-08-08,17.085108110132936,17.15
2024-08-09,16.94751320239387,17.05
2024-08-12,16.820181075875936,16.91
2024-08-13,16.84815435896979,16.85
2024-08-14,16.823848973036533,16.91
2024-08-15,16.906879119558056,16.82
2024-08-16,16.928079418465863,16.99
2024-08-19,16.9462752621244,16.95
2024-08-20,16.94048289060781,16.99
2024-08-21,16.95869637052113,16.93
2024-08-22,16.839348964564987,16.95
2024-08-23,16.436134736022645,16.75
2024-08-26,16.50904755500195,16.29
2024-08-27,16.282685525548494,16.52
2024-08-28,16.232903121767773,16.18
2024-08-29,16.50231370724925,16.27
2024-08-30,16.734885630081756,16.6
2024-09-02,16.762361316206817,16.76
2024-09-03,16.9196347426007,16.74
2024-09-04,16.900161250283197,16.93
2024-09-05,16.95706471523416,16.9
2024-09-06,16.838621020490926,16.94
2024-09-09,16.66749982816095,16.7
2024-09-10,16.487820433514493,16.58
2024-09-11,16.5578251022191,16.33
2024-09-12,16.464111797725835,16.61
2024-09-13,16.226033217237894,16.44
2024-09-18,16.07705073446182,16.18
2024-09-19,16.39468289711781,16.16
2024-09-20,16.572863545986635,16.6
2024-09-23,16.57786863195303,16.57
2024-09-24,16.91108450544028,16.64
2024-09-25,17.11622966338365,17.18
2024-09-26,17.59408550675895,17.12
2024-09-27,18.513889834322,18.0
2024-09-30,20.191215189523533,19.79
2024-10-08,22.06326926862036,22.69
2024-10-09,21.253848605823286,22.3
2024-10-10,21.004068613344916,20.15
2024-10-11,20.33286331333147,20.54
2024-10-14,20.050701395780337,19.9
2024-10-15,19.493605370332016,19.88
"
1651,CN,technical,渝农商行从2020年06月30日到2021年01月11日，开盘价小于20日三指数移动平均线的天数比例是多少？（单位：%）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,58.6735,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open
2019-12-26,6.73,6.7
2019-12-27,6.72,6.72
2019-12-30,6.71,6.66
2019-12-31,6.7,6.69
2020-01-02,6.77,6.81
2020-01-03,6.77,6.79
2020-01-06,6.75,6.75
2020-01-07,6.8,6.76
2020-01-08,6.69,6.78
2020-01-09,6.72,6.72
2020-01-10,6.72,6.74
2020-01-13,6.71,6.7
2020-01-14,6.69,6.71
2020-01-15,6.64,6.69
2020-01-16,6.6,6.66
2020-01-17,6.6,6.6
2020-01-20,6.62,6.6
2020-01-21,6.55,6.63
2020-01-22,6.53,6.55
2020-01-23,6.39,6.52
2020-02-03,5.75,5.75
2020-02-04,5.71,5.59
2020-02-05,5.75,5.7
2020-02-06,5.79,5.75
2020-02-07,5.76,5.77
2020-02-10,5.78,5.73
2020-02-11,5.85,5.79
2020-02-12,5.87,5.82
2020-02-13,5.77,5.85
2020-02-14,5.8,5.75
2020-02-17,5.97,5.8
2020-02-18,5.93,5.93
2020-02-19,5.91,5.92
2020-02-20,6.08,5.94
2020-02-21,6.05,6.03
2020-02-24,5.98,6.03
2020-02-25,5.86,5.9
2020-02-26,5.91,5.8
2020-02-27,5.96,5.93
2020-02-28,5.74,5.87
2020-03-02,5.86,5.76
2020-03-03,5.88,5.89
2020-03-04,5.88,5.84
2020-03-05,6.13,5.91
2020-03-06,6.01,6.04
2020-03-09,5.84,5.93
2020-03-10,5.87,5.77
2020-03-11,5.83,5.87
2020-03-12,5.8,5.82
2020-03-13,5.81,5.62
2020-03-16,5.65,5.81
2020-03-17,5.6,5.66
2020-03-18,5.51,5.63
2020-03-19,5.41,5.5
2020-03-20,5.44,5.44
2020-03-23,5.26,5.36
2020-03-24,5.32,5.32
2020-03-25,5.43,5.4
2020-03-26,5.41,5.4
2020-03-27,5.39,5.44
2020-03-30,5.3,5.33
2020-03-31,5.29,5.33
2020-04-01,5.28,5.3
2020-04-02,5.33,5.26
2020-04-03,5.3,5.32
2020-04-07,5.36,5.38
2020-04-08,5.34,5.33
2020-04-09,5.36,5.37
2020-04-10,5.3,5.36
2020-04-13,5.26,5.28
2020-04-14,5.29,5.26
2020-04-15,5.27,5.29
2020-04-16,5.28,5.26
2020-04-17,5.28,5.29
2020-04-20,5.28,5.28
2020-04-21,5.23,5.27
2020-04-22,5.22,5.22
2020-04-23,5.22,5.22
2020-04-24,5.14,5.2
2020-04-27,5.23,5.13
2020-04-28,5.13,5.21
2020-04-29,5.16,5.12
2020-04-30,5.02,4.98
2020-05-06,4.99,4.97
2020-05-07,4.96,4.98
2020-05-08,4.97,4.97
2020-05-11,4.97,4.97
2020-05-12,4.94,4.96
2020-05-13,4.93,4.92
2020-05-14,4.92,4.92
2020-05-15,4.9,4.93
2020-05-18,4.9,4.92
2020-05-19,4.91,4.92
2020-05-20,4.93,4.9
2020-05-21,4.89,4.92
2020-05-22,4.81,4.89
2020-05-25,4.83,4.83
2020-05-26,4.85,4.82
2020-05-27,4.86,4.85
2020-05-28,4.87,4.86
2020-05-29,4.84,4.85
2020-06-01,4.9,4.86
2020-06-02,4.96,4.9
2020-06-03,4.94,4.95
2020-06-04,4.91,4.95
2020-06-05,4.93,4.92
2020-06-08,4.95,4.93
2020-06-09,4.95,4.95
2020-06-10,4.93,4.95
2020-06-11,4.96,4.95
2020-06-12,4.91,4.92
2020-06-15,4.94,4.93
2020-06-16,4.97,4.96
2020-06-17,5.0,4.97
2020-06-18,5.01,5.0
2020-06-19,4.74,4.8
2020-06-22,4.73,4.75
2020-06-23,4.69,4.73
2020-06-24,4.74,4.7
2020-06-29,4.7,4.75
2020-06-30,4.72,4.7
2020-07-01,4.76,4.72
2020-07-02,4.94,4.76
2020-07-03,5.19,4.95
2020-07-06,5.71,5.3
2020-07-07,5.98,6.28
2020-07-08,5.98,5.72
2020-07-09,5.85,5.83
2020-07-10,5.56,5.76
2020-07-13,5.64,5.49
2020-07-14,5.55,5.62
2020-07-15,5.42,5.56
2020-07-16,5.37,5.4
2020-07-17,5.29,5.38
2020-07-20,5.44,5.34
2020-07-21,5.38,5.43
2020-07-22,5.38,5.37
2020-07-23,5.26,5.35
2020-07-24,5.11,5.26
2020-07-27,5.1,5.11
2020-07-28,5.12,5.11
2020-07-29,5.2,5.1
2020-07-30,5.15,5.18
2020-07-31,5.15,5.13
2020-08-03,5.26,5.18
2020-08-04,5.34,5.28
2020-08-05,5.25,5.29
2020-08-06,5.25,5.25
2020-08-07,5.25,5.23
2020-08-10,5.27,5.24
2020-08-11,5.27,5.26
2020-08-12,5.25,5.22
2020-08-13,5.24,5.25
2020-08-14,5.31,5.23
2020-08-17,5.52,5.33
2020-08-18,5.43,5.49
2020-08-19,5.36,5.4
2020-08-20,5.3,5.34
2020-08-21,5.32,5.35
2020-08-24,5.29,5.3
2020-08-25,5.27,5.3
2020-08-26,5.19,5.26
2020-08-27,5.2,5.19
2020-08-28,5.26,5.21
2020-08-31,5.22,5.27
2020-09-01,5.21,5.2
2020-09-02,5.17,5.21
2020-09-03,5.15,5.17
2020-09-04,5.15,5.12
2020-09-07,5.11,5.14
2020-09-08,5.17,5.11
2020-09-09,5.13,5.14
2020-09-10,5.07,5.16
2020-09-11,5.05,5.06
2020-09-14,5.07,5.06
2020-09-15,5.06,5.07
2020-09-16,5.06,5.06
2020-09-17,5.04,5.05
2020-09-18,5.15,5.04
2020-09-21,5.1,5.16
2020-09-22,5.1,5.08
2020-09-23,5.09,5.11
2020-09-24,5.03,5.08
2020-09-25,5.02,5.03
2020-09-28,5.01,5.02
2020-09-29,5.0,5.02
2020-09-30,4.99,5.0
2020-10-09,5.03,5.0
2020-10-12,5.12,5.03
2020-10-13,5.08,5.1
2020-10-14,5.04,5.09
2020-10-15,5.05,5.05
2020-10-16,5.11,5.06
2020-10-19,5.08,5.13
2020-10-20,5.05,5.06
2020-10-21,5.09,5.04
2020-10-22,5.04,5.07
2020-10-23,5.06,5.04
2020-10-26,4.98,5.05
2020-10-27,4.92,4.98
2020-10-28,4.8,4.94
2020-10-29,4.75,4.76
2020-10-30,4.47,4.51
2020-11-02,4.4,4.44
2020-11-03,4.44,4.4
2020-11-04,4.44,4.46
2020-11-05,4.46,4.45
2020-11-06,4.45,4.46
2020-11-09,4.48,4.45
2020-11-10,4.46,4.49
2020-11-11,4.46,4.45
2020-11-12,4.44,4.45
2020-11-13,4.42,4.43
2020-11-16,4.45,4.43
2020-11-17,4.47,4.45
2020-11-18,4.51,4.47
2020-11-19,4.5,4.5
2020-11-20,4.5,4.49
2020-11-23,4.55,4.49
2020-11-24,4.53,4.54
2020-11-25,4.51,4.55
2020-11-26,4.52,4.5
2020-11-27,4.61,4.52
2020-11-30,4.61,4.64
2020-12-01,4.79,4.61
2020-12-02,4.74,4.77
2020-12-03,4.82,4.73
2020-12-04,4.71,4.77
2020-12-07,4.64,4.7
2020-12-08,4.62,4.64
2020-12-09,4.62,4.61
2020-12-10,4.6,4.59
2020-12-11,4.57,4.6
2020-12-14,4.55,4.58
2020-12-15,4.5,4.54
2020-12-16,4.48,4.51
2020-12-17,4.52,4.48
2020-12-18,4.49,4.51
2020-12-21,4.5,4.49
2020-12-22,4.42,4.49
2020-12-23,4.44,4.42
2020-12-24,4.41,4.43
2020-12-25,4.42,4.41
2020-12-28,4.42,4.42
2020-12-29,4.43,4.42
2020-12-30,4.45,4.42
2020-12-31,4.5,4.44
2021-01-04,4.44,4.49
2021-01-05,4.42,4.43
2021-01-06,4.4,4.4
2021-01-07,4.31,4.4
2021-01-08,4.33,4.3
2021-01-11,4.27,4.33
","date,20日,open
2020-03-25,5.337595561404799,5.4
2020-03-26,5.324689940134097,5.4
2020-03-27,5.311496423603552,5.44
2020-03-30,5.279828338983718,5.33
2020-03-31,5.253757703746671,5.33
2020-04-01,5.232273561717964,5.3
2020-04-02,5.23008224184033,5.26
2020-04-03,5.222846754020858,5.32
2020-04-07,5.234704976727261,5.38
2020-04-08,5.241290289394194,5.33
2020-04-09,5.253752791774408,5.37
2020-04-10,5.250102614243975,5.36
2020-04-13,5.238313331808678,5.28
2020-04-14,5.237951502505647,5.26
2020-04-15,5.2339035357152595,5.29
2020-04-16,5.234531184393072,5.26
2020-04-17,5.236306189936593,5.29
2020-04-20,5.2389234770819,5.28
2020-04-21,5.229165010196718,5.27
2020-04-22,5.2195905818827795,5.22
2020-04-23,5.212735639692065,5.22
2020-04-24,5.1873264200538385,5.2
2020-04-27,5.190835694688557,5.13
2020-04-28,5.1687210710236196,5.21
2020-04-29,5.159328071824646,5.12
2020-04-30,5.116269134330505,4.98
2020-05-06,5.074252966019764,4.97
2020-05-07,5.03324253637893,4.98
2020-05-08,5.00356899072916,4.97
2020-05-11,4.980680251487133,4.97
2020-05-12,4.955609597505872,4.96
2020-05-13,4.9339711910532955,4.92
2020-05-14,4.915167973046199,4.92
2020-05-15,4.896099424428249,4.93
2020-05-18,4.882001341140024,4.92
2020-05-19,4.874553032025583,4.92
2020-05-20,4.875098695241654,4.9
2020-05-21,4.8665461066635345,4.92
2020-05-22,4.840099244572272,4.89
2020-05-25,4.8249453145045855,4.83
2020-05-26,4.819055501241739,4.82
2020-05-27,4.818119810544975,4.85
2020-05-28,4.82116815949845,4.86
2020-05-29,4.817011862337246,4.85
2020-06-01,4.830223897270933,4.86
2020-06-02,4.857552070679547,4.9
2020-06-03,4.875506820949159,4.95
2020-06-04,4.883014137362635,4.95
2020-06-05,4.89481960855511,4.92
2020-06-08,4.9100476470253405,4.93
2020-06-09,4.922779323407555,4.95
2020-06-10,4.928173837736527,4.95
2020-06-11,4.940457015211297,4.95
2020-06-12,4.937561146633944,4.92
2020-06-15,4.94294838559786,4.93
2020-06-16,4.9550950305811385,4.96
2020-06-17,4.972715749360561,4.97
2020-06-18,4.989542434724682,5.0
2020-06-19,4.933001912182606,4.8
2020-06-22,4.883952359189594,4.75
2020-06-23,4.833531964577956,4.73
2020-06-24,4.805580888047466,4.7
2020-06-29,4.772858065450182,4.75
2020-06-30,4.751914782355895,4.7
2020-07-01,4.745898953964383,4.72
2020-07-02,4.788435113012142,4.76
2020-07-03,4.888720118556663,4.95
2020-07-06,5.105880441654838,5.3
2020-07-07,5.352999832166476,6.28
2020-07-08,5.553403432652293,5.72
2020-07-09,5.680751630809746,5.83
2020-07-10,5.7060819915433925,5.76
2020-07-13,5.743658657432487,5.49
2020-07-14,5.747204445948938,5.62
2020-07-15,5.712616962728375,5.56
2020-07-16,5.66785191763481,5.4
2020-07-17,5.607377320485749,5.38
2020-07-20,5.5941504469966175,5.34
2020-07-21,5.565476048958402,5.43
2020-07-22,5.5399642444482335,5.37
2020-07-23,5.4861826311612125,5.35
2020-07-24,5.401799612117377,5.26
2020-07-27,5.32913940416428,5.11
2020-07-28,5.274341355277704,5.11
2020-07-29,5.250107409374853,5.1
2020-07-30,5.217405429169379,5.18
2020-07-31,5.190901070885235,5.13
2020-08-03,5.198157354944938,5.18
2020-08-04,5.22530852119435,5.28
2020-08-05,5.224547891043234,5.29
2020-08-06,5.22420580252651,5.25
2020-08-07,5.224204699166901,5.23
2020-08-10,5.229665796432733,5.24
2020-08-11,5.2343903737507915,5.26
2020-08-12,5.233292479029239,5.22
2020-08-13,5.230008689436978,5.25
2020-08-14,5.245692813883161,5.23
2020-08-17,5.313176304111593,5.33
2020-08-18,5.345024370063335,5.49
2020-08-19,5.352635343515469,5.4
2020-08-20,5.342917789817438,5.34
2020-08-21,5.339797108231625,5.35
2020-08-24,5.329166011982823,5.3
2020-08-25,5.315038714076038,5.3
2020-08-26,5.2825714189142365,5.26
2020-08-27,5.258572719922904,5.19
2020-08-28,5.254630301283138,5.21
2020-08-31,5.241239593616276,5.27
2020-09-01,5.227935753007355,5.2
2020-09-02,5.206983930702089,5.21
2020-09-03,5.185037750569709,5.17
2020-09-04,5.167561789222614,5.12
2020-09-07,5.1434521018429535,5.14
2020-09-08,5.139932150188327,5.11
2020-09-09,5.127369573409733,5.14
2020-09-10,5.102225466106057,5.16
2020-09-11,5.077221677096651,5.06
2020-09-14,5.062800499465057,5.06
2020-09-15,5.049319514616708,5.07
2020-09-16,5.039226472604729,5.06
2020-09-17,5.0267304553253584,5.05
2020-09-18,5.04599269407409,5.04
2020-09-21,5.049679514207066,5.16
2020-09-22,5.053474387255434,5.08
2020-09-23,5.0546991004732496,5.11
2020-09-24,5.040796359701109,5.08
2020-09-25,5.0274740604609365,5.03
2020-09-28,5.014659861707181,5.02
2020-09-29,5.002289668271274,5.02
2020-09-30,4.990306741953365,5.0
2020-10-09,4.991629266649147,5.0
2020-10-12,5.016793378489031,5.03
2020-10-13,5.0276389900372855,5.1
2020-10-14,5.026629373235912,5.09
2020-10-15,5.028825697837096,5.05
2020-10-16,5.046581963469656,5.06
2020-10-19,5.053650668486423,5.13
2020-10-20,5.0518819479556765,5.06
2020-10-21,5.061002597971435,5.04
2020-10-22,5.055657175035135,5.07
2020-10-23,5.056601944090472,5.04
2020-10-26,5.036757235316289,5.05
2020-10-27,5.005120524053773,4.98
2020-10-28,4.9483919171642174,4.94
2020-10-29,4.889494592402166,4.76
2020-10-30,4.769442810887832,4.51
2020-11-02,4.65423049153595,4.44
2020-11-03,4.572065373826106,4.4
2020-11-04,4.507000482965597,4.46
2020-11-05,4.4613881097963715,4.45
2020-11-06,4.424072706072568,4.46
2020-11-09,4.4039954804133785,4.45
2020-11-10,4.385058836198681,4.49
2020-11-11,4.372191928024673,4.45
2020-11-12,4.359036862460321,4.45
2020-11-13,4.345563886198753,4.43
2020-11-16,4.344721788010387,4.43
2020-11-17,4.35151775845095,4.45
2020-11-18,4.36959690799034,4.47
2020-11-19,4.383744286758065,4.5
2020-11-20,4.397058413025405,4.49
2020-11-23,4.422473405289563,4.49
2020-11-24,4.439431655782373,4.54
2020-11-25,4.449262987781255,4.55
2020-11-26,4.460889176469066,4.5
2020-11-27,4.4946036955841855,4.52
2020-11-30,4.522868522692507,4.64
2020-12-01,4.593138221320778,4.61
2020-12-02,4.63782997578627,4.77
2020-12-03,4.69497081643332,4.73
2020-12-04,4.7127426123978395,4.77
2020-12-07,4.708472689085363,4.7
2020-12-08,4.699112145739211,4.64
2020-12-09,4.690829199656077,4.61
2020-12-10,4.6783069037516904,4.59
2020-12-11,4.659792933749418,4.6
2020-12-14,4.639064738589294,4.58
2020-12-15,4.608857217847848,4.54
2020-12-16,4.578811604350747,4.51
2020-12-17,4.564618576291449,4.48
2020-12-18,4.545353254692527,4.51
2020-12-21,4.532384545605378,4.49
2020-12-22,4.5012936039513365,4.49
2020-12-23,4.481400882815857,4.42
2020-12-24,4.457814399631166,4.43
2020-12-25,4.4416621439531205,4.41
2020-12-28,4.429069979156881,4.42
2020-12-29,4.422021260469808,4.42
2020-12-30,4.422113220369189,4.42
2020-12-31,4.435806228333069,4.44
2021-01-04,4.4320228934579715,4.49
2021-01-05,4.424245005980598,4.43
2021-01-06,4.413193496334755,4.4
2021-01-07,4.381322294847017,4.4
2021-01-08,4.361018824581472,4.3
2021-01-11,4.32953368244886,4.33
"
1652,CN,technical,在2024年02月07日至2025年01月16日期间，对于国投电力的三指数移动平均线，最低价大于60日线的天数占总天数的百分比？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,64.3902,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2022-08-17,10.41,10.37,10.33
2022-08-18,10.21,10.45,10.19
2022-08-19,10.74,10.19,10.09
2022-08-22,10.8,10.73,10.69
2022-08-23,11.0,10.8,10.66
2022-08-24,10.8,11.04,10.74
2022-08-25,11.12,10.85,10.85
2022-08-26,11.07,11.14,10.97
2022-08-29,11.11,11.0,10.85
2022-08-30,10.96,11.14,10.87
2022-08-31,11.15,10.96,10.9
2022-09-01,11.38,11.15,11.11
2022-09-02,11.56,11.43,11.41
2022-09-05,11.44,11.5,11.3
2022-09-06,11.56,11.44,11.4
2022-09-07,11.54,11.56,11.41
2022-09-08,11.7,11.57,11.49
2022-09-09,11.54,11.66,11.5
2022-09-13,11.45,11.56,11.2
2022-09-14,11.38,11.4,11.23
2022-09-15,11.36,11.36,11.23
2022-09-16,11.03,11.33,11.03
2022-09-19,11.07,10.98,10.86
2022-09-20,11.07,11.14,11.05
2022-09-21,11.22,11.07,11.0
2022-09-22,11.18,11.2,11.0
2022-09-23,11.12,11.13,11.11
2022-09-26,10.88,11.1,10.86
2022-09-27,10.94,10.89,10.67
2022-09-28,10.77,10.92,10.71
2022-09-29,10.74,10.83,10.7
2022-09-30,10.74,10.7,10.7
2022-10-10,10.73,10.74,10.67
2022-10-11,11.15,10.77,10.75
2022-10-12,11.38,11.14,10.98
2022-10-13,11.39,11.32,11.2
2022-10-14,11.16,11.42,11.15
2022-10-17,11.05,11.13,10.87
2022-10-18,11.03,11.05,11.0
2022-10-19,10.98,11.0,10.92
2022-10-20,10.67,10.9,10.65
2022-10-21,10.66,10.67,10.64
2022-10-24,10.46,10.6,10.25
2022-10-25,10.74,10.46,10.43
2022-10-26,10.48,10.68,10.46
2022-10-27,10.29,10.47,10.25
2022-10-28,10.1,10.25,10.01
2022-10-31,10.1,10.13,10.08
2022-11-01,10.04,10.15,9.99
2022-11-02,10.05,10.03,9.95
2022-11-03,10.08,10.0,9.98
2022-11-04,10.27,10.05,10.05
2022-11-07,10.25,10.27,10.16
2022-11-08,10.22,10.29,10.17
2022-11-09,10.22,10.19,10.19
2022-11-10,10.18,10.24,10.13
2022-11-11,10.3,10.28,10.21
2022-11-14,10.2,10.26,10.16
2022-11-15,10.23,10.2,10.1
2022-11-16,10.36,10.23,10.21
2022-11-17,10.24,10.3,10.21
2022-11-18,10.36,10.26,10.2
2022-11-21,10.49,10.3,10.28
2022-11-22,10.62,10.49,10.41
2022-11-23,10.65,10.57,10.57
2022-11-24,10.67,10.67,10.64
2022-11-25,10.8,10.71,10.65
2022-11-28,11.07,10.71,10.54
2022-11-29,10.92,11.06,10.86
2022-11-30,11.0,10.92,10.86
2022-12-01,11.01,11.1,10.86
2022-12-02,10.96,10.97,10.87
2022-12-05,11.08,11.0,10.92
2022-12-06,10.94,11.08,10.88
2022-12-07,10.8,10.75,10.57
2022-12-08,10.63,10.84,10.62
2022-12-09,10.23,10.61,10.21
2022-12-12,10.23,10.26,10.22
2022-12-13,10.44,10.22,10.22
2022-12-14,10.31,10.39,10.28
2022-12-15,10.38,10.28,10.28
2022-12-16,10.36,10.34,10.32
2022-12-19,10.17,10.37,10.17
2022-12-20,10.15,10.18,10.13
2022-12-21,10.05,10.13,10.02
2022-12-22,10.09,10.06,10.05
2022-12-23,10.22,10.09,10.06
2022-12-26,10.46,10.22,10.15
2022-12-27,10.45,10.48,10.35
2022-12-28,10.74,10.48,10.39
2022-12-29,10.67,10.65,10.58
2022-12-30,10.83,10.69,10.63
2023-01-03,10.84,10.84,10.8
2023-01-04,10.79,10.88,10.74
2023-01-05,10.8,10.87,10.75
2023-01-06,10.8,10.8,10.74
2023-01-09,10.7,10.85,10.69
2023-01-10,10.72,10.75,10.65
2023-01-11,10.7,10.72,10.69
2023-01-12,10.94,10.7,10.69
2023-01-13,10.89,10.97,10.8
2023-01-16,10.79,10.6,10.47
2023-01-17,10.84,10.85,10.71
2023-01-18,10.8,10.85,10.71
2023-01-19,10.6,10.82,10.55
2023-01-20,10.79,10.6,10.52
2023-01-30,10.53,10.84,10.51
2023-01-31,10.54,10.54,10.47
2023-02-01,10.56,10.54,10.46
2023-02-02,10.49,10.58,10.45
2023-02-03,10.41,10.45,10.35
2023-02-06,10.44,10.39,10.36
2023-02-07,10.52,10.45,10.42
2023-02-08,10.6,10.53,10.5
2023-02-09,10.63,10.54,10.54
2023-02-10,10.72,10.65,10.6
2023-02-13,10.64,10.74,10.6
2023-02-14,10.61,10.64,10.59
2023-02-15,10.51,10.63,10.49
2023-02-16,10.45,10.51,10.41
2023-02-17,10.42,10.42,10.41
2023-02-20,10.61,10.52,10.42
2023-02-21,10.59,10.61,10.53
2023-02-22,10.48,10.55,10.47
2023-02-23,10.5,10.46,10.45
2023-02-24,10.47,10.51,10.46
2023-02-27,10.57,10.47,10.44
2023-02-28,10.83,10.54,10.54
2023-03-01,10.81,10.88,10.71
2023-03-02,10.89,10.81,10.77
2023-03-03,10.98,10.9,10.87
2023-03-06,10.95,10.98,10.88
2023-03-07,10.92,10.98,10.91
2023-03-08,10.91,10.94,10.83
2023-03-09,10.9,10.95,10.85
2023-03-10,10.93,10.85,10.81
2023-03-13,11.04,10.82,10.82
2023-03-14,11.1,11.05,10.92
2023-03-15,11.15,11.11,11.02
2023-03-16,11.12,11.15,10.9
2023-03-17,11.14,11.15,11.08
2023-03-20,11.04,11.16,11.01
2023-03-21,10.98,11.05,10.98
2023-03-22,10.92,10.98,10.88
2023-03-23,10.89,10.95,10.81
2023-03-24,10.89,10.89,10.8
2023-03-27,10.87,10.85,10.74
2023-03-28,10.83,10.87,10.82
2023-03-29,10.74,10.8,10.68
2023-03-30,10.91,10.79,10.73
2023-03-31,10.81,10.89,10.8
2023-04-03,10.77,10.87,10.69
2023-04-04,10.86,10.81,10.74
2023-04-06,10.85,10.88,10.81
2023-04-07,10.81,10.82,10.79
2023-04-10,11.2,10.93,10.92
2023-04-11,11.22,11.21,11.08
2023-04-12,11.16,11.23,11.14
2023-04-13,11.18,11.18,11.13
2023-04-14,11.25,11.22,11.16
2023-04-17,11.35,11.27,11.24
2023-04-18,11.34,11.35,11.25
2023-04-19,11.29,11.36,11.27
2023-04-20,11.31,11.35,11.16
2023-04-21,11.24,11.26,11.15
2023-04-24,11.3,11.24,11.21
2023-04-25,11.41,11.3,11.27
2023-04-26,11.5,11.45,11.44
2023-04-27,11.8,11.42,11.41
2023-04-28,11.79,11.8,11.62
2023-05-04,12.45,11.81,11.74
2023-05-05,12.57,12.44,12.36
2023-05-08,12.71,12.6,12.42
2023-05-09,12.54,12.7,12.5
2023-05-10,12.45,12.63,12.36
2023-05-11,12.8,12.49,12.28
2023-05-12,12.86,12.84,12.8
2023-05-15,12.74,12.87,12.5
2023-05-16,12.76,12.69,12.59
2023-05-17,12.77,12.74,12.65
2023-05-18,12.71,12.75,12.64
2023-05-19,12.53,12.7,12.5
2023-05-22,12.77,12.65,12.65
2023-05-23,12.68,12.92,12.58
2023-05-24,12.54,12.62,12.5
2023-05-25,12.65,12.51,12.46
2023-05-26,12.79,12.66,12.66
2023-05-29,13.07,12.84,12.8
2023-05-30,12.9,13.11,12.82
2023-05-31,13.19,12.9,12.84
2023-06-01,12.46,13.01,12.38
2023-06-02,12.56,12.42,12.35
2023-06-05,12.49,12.58,12.36
2023-06-06,12.4,12.48,12.17
2023-06-07,12.32,12.39,12.24
2023-06-08,12.42,12.27,12.18
2023-06-09,12.76,12.4,12.33
2023-06-12,12.46,12.7,12.4
2023-06-13,12.42,12.45,12.35
2023-06-14,12.32,12.44,12.3
2023-06-15,12.42,12.36,12.15
2023-06-16,12.02,12.35,11.97
2023-06-19,12.32,11.99,11.95
2023-06-20,12.4,12.28,12.16
2023-06-21,12.43,12.39,12.36
2023-06-26,12.58,12.43,12.32
2023-06-27,12.59,12.56,12.28
2023-06-28,12.88,12.65,12.6
2023-06-29,12.8,12.87,12.67
2023-06-30,12.65,12.74,12.56
2023-07-03,12.68,12.66,12.55
2023-07-04,12.38,12.66,12.31
2023-07-05,12.37,12.42,12.28
2023-07-06,12.35,12.36,12.31
2023-07-07,12.29,12.37,12.25
2023-07-10,12.44,12.42,12.33
2023-07-11,12.62,12.48,12.34
2023-07-12,12.55,12.64,12.51
2023-07-13,12.54,12.55,12.5
2023-07-14,12.52,12.55,12.38
2023-07-17,12.69,12.54,12.48
2023-07-18,12.58,12.69,12.45
2023-07-19,12.58,12.6,12.52
2023-07-20,12.5,12.57,12.5
2023-07-21,12.6,12.51,12.47
2023-07-24,12.7,12.56,12.5
2023-07-25,12.4,12.76,12.34
2023-07-26,12.51,12.43,12.25
2023-07-27,12.43,12.49,12.42
2023-07-28,12.54,12.4,12.36
2023-07-31,12.72,12.5,12.49
2023-08-01,13.09,12.72,12.72
2023-08-02,13.02,13.1,12.97
2023-08-03,13.17,13.05,12.95
2023-08-04,12.93,12.91,12.71
2023-08-07,13.05,12.93,12.75
2023-08-08,13.1,13.07,13.06
2023-08-09,12.93,13.11,12.79
2023-08-10,13.08,12.98,12.86
2023-08-11,12.86,13.12,12.77
2023-08-14,12.92,12.8,12.66
2023-08-15,13.12,12.96,12.89
2023-08-16,13.12,13.13,12.97
2023-08-17,12.97,13.11,12.82
2023-08-18,13.04,12.99,12.96
2023-08-21,12.93,13.01,12.87
2023-08-22,13.0,12.96,12.84
2023-08-23,12.97,12.95,12.9
2023-08-24,12.83,12.95,12.74
2023-08-25,12.98,12.86,12.75
2023-08-28,12.78,13.3,12.74
2023-08-29,12.61,12.78,12.56
2023-08-30,12.55,12.74,12.52
2023-08-31,12.71,12.52,12.52
2023-09-01,12.49,12.63,12.42
2023-09-04,12.41,12.48,12.25
2023-09-05,12.55,12.41,12.36
2023-09-06,12.3,12.52,12.27
2023-09-07,12.25,12.3,12.22
2023-09-08,12.35,12.3,12.2
2023-09-11,12.34,12.33,12.32
2023-09-12,12.31,12.34,12.23
2023-09-13,12.35,12.3,12.26
2023-09-14,12.71,12.4,12.38
2023-09-15,12.22,12.73,12.21
2023-09-18,12.14,12.23,12.0
2023-09-19,12.18,12.12,12.06
2023-09-20,12.12,12.19,12.02
2023-09-21,11.99,12.16,11.97
2023-09-22,11.97,11.99,11.85
2023-09-25,11.99,11.95,11.9
2023-09-26,12.01,11.98,11.85
2023-09-27,11.9,12.03,11.85
2023-09-28,11.77,11.9,11.75
2023-10-09,11.98,11.79,11.68
2023-10-10,11.95,12.0,11.85
2023-10-11,11.98,11.95,11.91
2023-10-12,11.98,11.98,11.92
2023-10-13,12.03,11.95,11.95
2023-10-16,12.21,11.99,11.99
2023-10-17,12.4,12.21,12.17
2023-10-18,12.27,12.4,12.2
2023-10-19,12.01,12.22,11.96
2023-10-20,11.9,12.0,11.82
2023-10-23,11.74,11.89,11.67
2023-10-24,11.85,11.76,11.58
2023-10-25,11.63,11.88,11.53
2023-10-26,11.99,11.63,11.59
2023-10-27,11.96,11.99,11.93
2023-10-30,11.98,12.1,11.96
2023-10-31,12.2,12.02,12.0
2023-11-01,12.25,12.22,12.08
2023-11-02,12.28,12.25,12.23
2023-11-03,12.33,12.33,12.28
2023-11-06,11.96,12.38,11.92
2023-11-07,12.05,11.96,11.92
2023-11-08,11.98,12.03,11.94
2023-11-09,12.1,11.98,11.96
2023-11-10,12.28,12.11,11.98
2023-11-13,12.14,12.28,11.97
2023-11-14,12.2,12.16,12.1
2023-11-15,12.32,12.16,12.05
2023-11-16,12.43,12.24,12.23
2023-11-17,12.44,12.52,12.36
2023-11-20,12.48,12.46,12.38
2023-11-21,12.35,12.44,12.29
2023-11-22,12.46,12.35,12.34
2023-11-23,12.45,12.5,12.36
2023-11-24,12.46,12.45,12.42
2023-11-27,12.37,12.45,12.3
2023-11-28,12.25,12.38,12.12
2023-11-29,12.18,12.27,12.13
2023-11-30,12.4,12.23,12.16
2023-12-01,12.56,12.45,12.26
2023-12-04,12.5,12.5,12.34
2023-12-05,12.5,12.48,12.46
2023-12-06,12.47,12.46,12.25
2023-12-07,12.48,12.47,12.42
2023-12-08,12.75,12.49,12.41
2023-12-11,12.76,12.75,12.51
2023-12-12,12.81,12.7,12.65
2023-12-13,12.86,12.8,12.72
2023-12-14,12.81,12.82,12.61
2023-12-15,12.57,12.77,12.57
2023-12-18,12.79,12.59,12.53
2023-12-19,12.76,12.77,12.68
2023-12-20,12.91,12.76,12.76
2023-12-21,12.86,12.88,12.81
2023-12-22,12.92,12.9,12.84
2023-12-25,13.1,12.9,12.86
2023-12-26,13.39,13.13,13.1
2023-12-27,13.58,13.39,13.37
2023-12-28,13.11,13.59,13.0
2023-12-29,13.18,13.06,12.9
2024-01-02,13.45,13.15,13.14
2024-01-03,13.53,13.42,13.37
2024-01-04,13.47,13.55,13.32
2024-01-05,13.47,13.44,13.4
2024-01-08,13.44,13.4,13.32
2024-01-09,13.38,13.4,13.11
2024-01-10,13.36,13.3,13.17
2024-01-11,13.13,13.34,13.1
2024-01-12,13.34,13.13,13.12
2024-01-15,13.2,13.12,13.02
2024-01-16,13.2,13.17,13.05
2024-01-17,13.04,13.17,13.04
2024-01-18,12.95,13.08,12.59
2024-01-19,12.94,12.92,12.85
2024-01-22,12.62,12.92,12.57
2024-01-23,12.81,12.65,12.47
2024-01-24,13.2,12.76,12.74
2024-01-25,13.32,13.22,13.16
2024-01-26,13.54,13.27,13.21
2024-01-29,13.78,13.52,13.5
2024-01-30,13.77,13.78,13.65
2024-01-31,14.01,13.77,13.7
2024-02-01,13.9,13.97,13.8
2024-02-02,14.04,13.91,13.83
2024-02-05,14.16,14.06,13.99
2024-02-06,14.07,14.16,13.95
2024-02-07,14.2,14.0,13.83
2024-02-08,14.06,14.13,13.7
2024-02-19,14.71,14.0,13.99
2024-02-20,14.79,14.62,14.54
2024-02-21,14.51,14.85,14.48
2024-02-22,14.64,14.5,14.42
2024-02-23,14.64,14.62,14.54
2024-02-26,14.17,14.6,14.1
2024-02-27,14.37,14.11,14.1
2024-02-28,14.5,14.39,14.12
2024-02-29,14.41,14.5,14.21
2024-03-01,14.34,14.37,14.24
2024-03-04,14.73,14.32,14.29
2024-03-05,14.93,14.68,14.66
2024-03-06,14.87,14.96,14.86
2024-03-07,14.98,14.87,14.83
2024-03-08,15.2,15.0,14.9
2024-03-11,14.96,15.21,14.78
2024-03-12,14.43,14.98,14.3
2024-03-13,14.61,14.43,14.41
2024-03-14,14.73,14.55,14.53
2024-03-15,14.72,14.8,14.62
2024-03-18,14.71,14.74,14.58
2024-03-19,14.56,14.72,14.52
2024-03-20,14.72,14.56,14.38
2024-03-21,14.55,14.73,14.54
2024-03-22,14.59,14.5,14.45
2024-03-25,14.66,14.58,14.53
2024-03-26,14.78,14.62,14.55
2024-03-27,14.84,14.77,14.71
2024-03-28,14.88,14.81,14.62
2024-03-29,15.05,14.81,14.81
2024-04-01,14.81,15.04,14.7
2024-04-02,14.72,14.82,14.64
2024-04-03,14.68,14.73,14.6
2024-04-08,15.06,14.65,14.61
2024-04-09,15.09,15.05,14.81
2024-04-10,15.42,15.09,15.08
2024-04-11,15.61,15.4,15.22
2024-04-12,15.51,15.61,15.43
2024-04-15,15.88,15.55,15.53
2024-04-16,15.8,15.83,15.63
2024-04-17,15.92,15.8,15.52
2024-04-18,15.84,15.88,15.67
2024-04-19,15.84,15.83,15.77
2024-04-22,15.78,15.86,15.73
2024-04-23,15.6,15.81,15.38
2024-04-24,15.73,15.7,15.55
2024-04-25,15.62,15.73,15.57
2024-04-26,15.51,15.68,15.47
2024-04-29,15.25,15.51,15.16
2024-04-30,16.03,15.35,15.33
2024-05-06,16.27,16.08,15.63
2024-05-07,15.83,16.2,15.77
2024-05-08,15.76,15.84,15.65
2024-05-09,15.6,15.78,15.35
2024-05-10,15.62,15.59,15.47
2024-05-13,15.97,15.68,15.58
2024-05-14,16.06,15.87,15.64
2024-05-15,15.89,16.05,15.85
2024-05-16,15.83,15.85,15.8
2024-05-17,15.88,15.81,15.78
2024-05-20,15.86,15.88,15.69
2024-05-21,15.97,15.85,15.78
2024-05-22,16.11,15.97,15.97
2024-05-23,16.37,16.1,16.06
2024-05-24,16.8,16.35,16.35
2024-05-27,17.18,16.8,16.73
2024-05-28,17.36,17.12,17.07
2024-05-29,17.62,17.3,17.1
2024-05-30,17.63,17.6,17.49
2024-05-31,17.72,17.6,17.41
2024-06-03,17.8,17.7,17.66
2024-06-04,17.8,17.86,17.65
2024-06-05,17.83,17.79,17.72
2024-06-06,17.83,17.83,17.71
2024-06-07,18.38,17.83,17.8
2024-06-11,18.06,18.4,17.9
2024-06-12,18.34,17.9,17.8
2024-06-13,18.35,18.36,18.16
2024-06-14,17.73,18.35,17.5
2024-06-17,17.62,17.73,17.55
2024-06-18,17.53,17.7,17.3
2024-06-19,17.48,17.53,17.42
2024-06-20,17.74,17.47,17.41
2024-06-21,17.8,17.7,17.56
2024-06-24,18.12,17.8,17.73
2024-06-25,17.9,18.12,17.67
2024-06-26,17.71,17.87,17.48
2024-06-27,17.85,17.72,17.69
2024-06-28,18.24,17.9,17.66
2024-07-01,18.65,18.25,18.15
2024-07-02,18.94,18.61,18.51
2024-07-03,19.03,18.94,18.74
2024-07-04,19.01,18.97,18.96
2024-07-05,18.64,19.0,18.4
2024-07-08,18.98,18.62,18.55
2024-07-09,18.95,18.99,18.8
2024-07-10,18.55,18.99,18.19
2024-07-11,18.42,18.5,18.09
2024-07-12,18.27,18.41,18.21
2024-07-15,18.45,18.21,17.9
2024-07-16,18.5,18.47,18.25
2024-07-17,18.05,18.5,17.82
2024-07-18,18.4,18.0,17.9
2024-07-19,18.5,18.34,18.25
2024-07-22,18.08,18.5,17.74
2024-07-23,18.15,18.03,18.01
2024-07-24,18.62,18.21,18.1
2024-07-25,17.75,18.62,17.74
2024-07-26,17.63,17.8,17.38
2024-07-29,17.76,17.63,17.48
2024-07-30,17.25,17.68,17.1
2024-07-31,16.99,17.28,16.67
2024-08-01,17.23,16.97,16.97
2024-08-02,17.18,17.3,17.0
2024-08-05,16.96,17.21,16.85
2024-08-06,16.89,16.98,16.65
2024-08-07,17.17,16.93,16.91
2024-08-08,16.99,17.17,16.95
2024-08-09,16.37,16.56,16.37
2024-08-12,16.36,16.37,16.32
2024-08-13,16.43,16.38,16.26
2024-08-14,16.78,16.46,16.41
2024-08-15,16.96,16.79,16.74
2024-08-16,16.96,17.0,16.67
2024-08-19,16.64,16.91,16.6
2024-08-20,16.66,16.67,16.45
2024-08-21,16.36,16.66,16.27
2024-08-22,16.77,16.38,16.29
2024-08-23,16.38,16.72,16.24
2024-08-26,16.24,16.35,15.97
2024-08-27,16.04,16.23,15.95
2024-08-28,16.18,16.1,16.05
2024-08-29,15.61,16.06,15.49
2024-08-30,15.4,15.57,15.29
2024-09-02,15.84,15.46,15.45
2024-09-03,15.71,15.84,15.6
2024-09-04,15.93,15.69,15.53
2024-09-05,15.72,16.0,15.58
2024-09-06,15.79,15.79,15.73
2024-09-09,15.54,15.79,15.46
2024-09-10,15.6,15.53,15.31
2024-09-11,15.08,15.55,15.03
2024-09-12,15.33,15.19,15.1
2024-09-13,15.41,15.41,15.24
2024-09-18,15.44,15.04,14.82
2024-09-19,15.37,15.45,15.07
2024-09-20,15.33,15.33,15.1
2024-09-23,15.8,15.33,15.27
2024-09-24,16.16,15.87,15.48
2024-09-25,15.96,16.19,15.92
2024-09-26,15.69,15.9,15.42
2024-09-27,15.9,15.7,15.46
2024-09-30,16.95,16.0,15.99
2024-10-08,16.39,18.26,16.0
2024-10-09,16.14,16.15,15.78
2024-10-10,16.5,16.24,16.21
2024-10-11,16.43,16.55,16.23
2024-10-14,16.19,16.35,15.94
2024-10-15,15.86,16.2,15.86
2024-10-16,15.77,15.87,15.68
2024-10-17,15.72,15.81,15.68
2024-10-18,15.84,15.71,15.54
2024-10-21,15.62,15.79,15.47
2024-10-22,15.8,15.65,15.63
2024-10-23,15.83,15.8,15.73
2024-10-24,15.89,15.81,15.68
2024-10-25,15.27,15.9,15.26
2024-10-28,15.44,15.31,15.11
2024-10-29,15.65,15.4,15.16
2024-10-30,15.49,15.6,15.21
2024-10-31,15.21,15.3,15.1
2024-11-01,15.48,15.19,15.08
2024-11-04,15.49,15.48,15.34
2024-11-05,15.55,15.48,15.43
2024-11-06,15.28,15.54,15.25
2024-11-07,15.33,15.21,15.18
2024-11-08,15.18,15.35,15.16
2024-11-11,15.12,15.17,14.98
2024-11-12,15.11,15.08,15.02
2024-11-13,15.37,15.08,14.98
2024-11-14,15.42,15.4,15.26
2024-11-15,15.39,15.4,15.29
2024-11-18,15.65,15.39,15.39
2024-11-19,15.43,15.66,15.33
2024-11-20,15.51,15.42,15.27
2024-11-21,15.7,15.54,15.46
2024-11-22,15.29,15.68,15.28
2024-11-25,15.17,15.33,15.11
2024-11-26,15.06,15.2,15.05
2024-11-27,15.17,15.03,14.98
2024-11-28,15.1,15.19,14.99
2024-11-29,15.26,15.06,15.06
2024-12-02,15.35,15.3,15.23
2024-12-03,15.83,15.38,15.27
2024-12-04,16.17,15.8,15.75
2024-12-05,16.11,16.17,16.03
2024-12-06,15.88,16.08,15.81
2024-12-09,16.15,15.79,15.76
2024-12-10,15.81,16.14,15.8
2024-12-11,15.87,15.82,15.73
2024-12-12,15.98,15.87,15.83
2024-12-13,15.98,16.0,15.91
2024-12-16,16.52,15.98,15.98
2024-12-17,16.53,16.6,16.42
2024-12-18,16.6,16.57,16.53
2024-12-19,16.37,16.6,16.3
2024-12-20,16.11,16.48,16.06
2024-12-23,16.33,16.07,15.98
2024-12-24,16.35,16.22,16.11
2024-12-25,16.65,16.38,16.26
2024-12-26,16.37,16.63,16.28
2024-12-27,16.55,16.34,16.28
2024-12-30,16.43,16.52,16.36
2024-12-31,16.62,16.42,16.39
2025-01-02,16.08,16.62,16.01
2025-01-03,15.81,16.09,15.75
2025-01-06,15.55,15.8,15.42
2025-01-07,15.25,15.58,15.22
2025-01-08,15.74,15.25,15.25
2025-01-09,15.41,15.66,15.36
2025-01-10,15.17,15.37,15.17
2025-01-13,14.84,15.16,14.75
2025-01-14,15.03,14.84,14.81
2025-01-15,15.08,14.99,14.95
2025-01-16,14.97,15.1,14.9
","date,60日,low
2023-05-15,12.263153238162747,12.5
2023-05-16,12.347834013977302,12.59
2023-05-17,12.427080090940525,12.65
2023-05-18,12.494540380339048,12.64
2023-05-19,12.539521558470552,12.5
2023-05-22,12.603424760520703,12.65
2023-05-23,12.653604101365017,12.58
2023-05-24,12.68616588773801,12.5
2023-05-25,12.726030050583477,12.46
2023-05-26,12.775575304782555,12.66
2023-05-29,12.847490069454608,12.8
2023-05-30,12.897482720819259,12.82
2023-05-31,12.970724382853936,12.84
2023-06-01,12.96861952574084,12.38
2023-06-02,12.975016813588933,12.35
2023-06-05,12.97320866326105,12.36
2023-06-06,12.961840436447387,12.17
2023-06-07,12.942505842309314,12.24
2023-06-08,12.932880514444376,12.18
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2025-01-06,16.11138626821817,15.42
2025-01-07,16.03853538338925,15.22
2025-01-08,16.016905428144426,15.25
2025-01-09,15.965185620011397,15.36
2025-01-10,15.893907637411491,15.17
2025-01-13,15.795809724776088,14.75
2025-01-14,15.722168049521294,14.81
2025-01-15,15.658138402022466,14.95
2025-01-16,15.587917966611375,14.9
"
1653,CN,technical,2025年06月11日-2025年11月08日，东方电气的最低价大于60日三指数移动平均线的天数占比多少？（%）（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,63.8596,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2023-12-11,14.08,14.03,13.62
2023-12-12,14.1,14.08,13.93
2023-12-13,13.84,14.08,13.81
2023-12-14,13.71,13.88,13.71
2023-12-15,13.64,13.71,13.63
2023-12-18,13.42,13.62,13.4
2023-12-19,13.41,13.44,13.32
2023-12-20,13.26,13.44,13.23
2023-12-21,13.56,13.21,13.2
2023-12-22,13.85,13.55,13.47
2023-12-25,13.99,13.8,13.76
2023-12-26,13.98,13.98,13.86
2023-12-27,13.98,13.97,13.78
2023-12-28,14.42,13.96,13.93
2023-12-29,14.62,14.43,14.36
2024-01-02,14.72,14.7,14.6
2024-01-03,14.77,14.84,14.58
2024-01-04,14.77,14.68,14.56
2024-01-05,14.36,14.95,14.3
2024-01-08,14.24,14.45,14.21
2024-01-09,14.18,14.24,14.11
2024-01-10,14.26,14.17,14.05
2024-01-11,14.28,14.19,14.13
2024-01-12,14.42,14.28,14.24
2024-01-15,14.36,14.4,14.25
2024-01-16,14.4,14.29,14.2
2024-01-17,14.08,14.34,14.08
2024-01-18,14.25,14.05,13.73
2024-01-19,14.19,14.24,14.09
2024-01-22,13.5,14.12,13.36
2024-01-23,13.73,13.46,13.23
2024-01-24,14.05,13.8,13.53
2024-01-25,14.76,14.18,14.04
2024-01-26,14.76,14.7,14.66
2024-01-29,14.83,14.83,14.71
2024-01-30,14.62,14.72,14.61
2024-01-31,14.35,14.61,14.18
2024-02-01,14.11,14.25,13.97
2024-02-02,13.89,14.19,13.41
2024-02-05,13.54,13.81,13.14
2024-02-06,14.27,13.35,13.35
2024-02-07,14.73,14.3,14.27
2024-02-08,14.67,14.89,14.52
2024-02-19,15.1,14.81,14.65
2024-02-20,15.06,15.09,14.88
2024-02-21,15.28,15.06,14.89
2024-02-22,15.44,15.29,15.17
2024-02-23,15.59,15.47,15.33
2024-02-26,15.58,15.63,15.49
2024-02-27,15.71,15.59,15.43
2024-02-28,15.58,15.76,15.57
2024-02-29,16.35,15.55,15.51
2024-03-01,16.39,16.5,16.18
2024-03-04,16.29,16.43,16.22
2024-03-05,16.15,16.23,16.04
2024-03-06,16.41,16.15,16.12
2024-03-07,16.22,16.41,16.11
2024-03-08,16.39,16.21,16.15
2024-03-11,16.46,16.5,16.35
2024-03-12,16.25,16.58,16.2
2024-03-13,15.97,16.26,15.9
2024-03-14,15.9,15.96,15.8
2024-03-15,15.9,15.84,15.67
2024-03-18,15.97,15.9,15.85
2024-03-19,15.76,15.98,15.75
2024-03-20,15.76,15.78,15.55
2024-03-21,15.9,15.77,15.56
2024-03-22,15.77,15.9,15.64
2024-03-25,15.5,15.69,15.49
2024-03-26,15.62,15.58,15.34
2024-03-27,15.16,15.62,15.0
2024-03-28,15.45,15.17,15.08
2024-03-29,15.75,15.57,15.22
2024-04-01,15.83,15.75,15.63
2024-04-02,15.48,15.8,15.37
2024-04-03,15.31,15.4,15.16
2024-04-08,15.32,15.2,15.08
2024-04-09,15.66,15.31,15.26
2024-04-10,15.57,15.65,15.47
2024-04-11,16.47,15.6,15.5
2024-04-12,16.62,16.4,16.3
2024-04-15,17.27,16.58,16.53
2024-04-16,17.16,17.33,17.0
2024-04-17,18.05,17.09,17.02
2024-04-18,18.01,18.05,17.87
2024-04-19,18.25,17.93,17.85
2024-04-22,17.84,18.28,17.61
2024-04-23,17.71,17.74,17.62
2024-04-24,17.71,17.72,17.54
2024-04-25,17.59,17.63,17.49
2024-04-26,17.1,17.5,17.02
2024-04-29,17.22,17.15,17.14
2024-04-30,16.86,17.14,16.68
2024-05-06,17.37,16.95,16.88
2024-05-07,17.22,17.38,17.1
2024-05-08,17.14,17.24,17.02
2024-05-09,17.82,17.15,17.15
2024-05-10,18.07,17.89,17.68
2024-05-13,18.19,18.01,17.83
2024-05-14,17.85,18.18,17.78
2024-05-15,17.39,17.71,17.37
2024-05-16,17.53,17.36,17.33
2024-05-17,17.68,17.52,17.36
2024-05-20,18.07,17.65,17.57
2024-05-21,17.6,18.03,17.51
2024-05-22,17.5,17.57,17.46
2024-05-23,17.37,17.41,17.28
2024-05-24,17.66,17.3,17.29
2024-05-27,18.55,17.68,17.68
2024-05-28,18.58,18.55,18.49
2024-05-29,18.55,18.5,18.28
2024-05-30,18.58,18.75,18.48
2024-05-31,18.38,18.58,18.28
2024-06-03,18.36,18.2,18.15
2024-06-04,19.05,18.38,18.34
2024-06-05,18.58,19.05,18.52
2024-06-06,18.75,18.57,18.52
2024-06-07,18.52,18.7,18.38
2024-06-11,18.28,18.4,17.9
2024-06-12,18.39,18.23,18.0
2024-06-13,18.18,18.37,18.1
2024-06-14,18.04,18.1,17.89
2024-06-17,18.36,17.9,17.86
2024-06-18,18.63,18.41,18.22
2024-06-19,18.19,18.53,18.11
2024-06-20,18.21,18.23,18.06
2024-06-21,18.28,18.15,18.03
2024-06-24,17.96,18.26,17.95
2024-06-25,18.09,17.97,17.89
2024-06-26,17.83,18.07,17.63
2024-06-27,17.63,17.76,17.61
2024-06-28,18.45,17.59,17.58
2024-07-01,18.01,18.45,17.88
2024-07-02,17.53,18.04,17.32
2024-07-03,17.12,17.53,17.06
2024-07-04,17.13,17.16,17.07
2024-07-05,17.05,17.09,16.72
2024-07-08,17.11,17.03,16.82
2024-07-09,17.24,17.11,16.74
2024-07-10,16.25,17.15,16.17
2024-07-11,16.71,16.36,16.21
2024-07-12,16.65,16.65,16.42
2024-07-15,16.56,16.64,16.46
2024-07-16,16.95,16.65,16.54
2024-07-17,16.52,16.95,16.48
2024-07-18,16.73,16.5,16.36
2024-07-19,16.75,16.69,16.46
2024-07-22,16.73,16.72,16.6
2024-07-23,16.11,16.6,16.08
2024-07-24,16.23,16.02,16.01
2024-07-25,16.16,16.2,15.91
2024-07-26,16.27,15.75,15.67
2024-07-29,16.06,16.3,15.93
2024-07-30,16.05,16.06,15.78
2024-07-31,16.34,16.09,15.89
2024-08-01,16.17,16.22,16.15
2024-08-02,15.77,16.06,15.74
2024-08-05,15.46,15.77,15.45
2024-08-06,15.58,15.58,15.41
2024-08-07,15.84,15.59,15.55
2024-08-08,15.58,15.74,15.42
2024-08-09,15.55,15.66,15.54
2024-08-12,15.94,15.8,15.68
2024-08-13,15.93,15.9,15.76
2024-08-14,14.36,15.98,14.34
2024-08-15,14.41,14.36,14.14
2024-08-16,14.23,14.39,14.18
2024-08-19,14.24,14.15,14.06
2024-08-20,14.08,14.46,13.98
2024-08-21,13.86,14.07,13.67
2024-08-22,13.87,13.93,13.72
2024-08-23,13.76,13.73,13.61
2024-08-26,13.83,13.75,13.55
2024-08-27,13.46,13.75,13.4
2024-08-28,13.57,13.44,13.38
2024-08-29,13.56,13.5,13.48
2024-08-30,13.66,13.54,13.22
2024-09-02,13.41,13.62,13.39
2024-09-03,13.37,13.32,13.26
2024-09-04,13.22,13.29,13.08
2024-09-05,13.18,13.24,13.08
2024-09-06,12.94,13.19,12.93
2024-09-09,12.71,12.9,12.66
2024-09-10,12.62,12.73,12.33
2024-09-11,12.55,12.57,12.42
2024-09-12,12.71,12.56,12.56
2024-09-13,12.34,12.68,12.28
2024-09-18,12.43,12.36,12.26
2024-09-19,12.63,12.5,12.34
2024-09-20,12.47,12.65,12.35
2024-09-23,12.66,12.47,12.38
2024-09-24,13.17,12.78,12.58
2024-09-25,13.52,13.34,13.33
2024-09-26,13.85,13.5,13.4
2024-09-27,14.56,14.1,14.1
2024-09-30,15.8,15.06,14.8
2024-10-08,16.27,17.38,15.68
2024-10-09,14.85,15.51,14.84
2024-10-10,15.15,14.84,14.84
2024-10-11,14.65,15.1,14.52
2024-10-14,14.9,14.85,14.73
2024-10-15,14.46,14.81,14.46
2024-10-16,14.75,14.35,14.22
2024-10-17,14.37,14.98,14.33
2024-10-18,14.79,14.31,14.27
2024-10-21,14.8,15.0,14.59
2024-10-22,15.3,14.76,14.73
2024-10-23,15.35,15.4,15.14
2024-10-24,15.05,15.28,14.96
2024-10-25,15.57,15.0,14.98
2024-10-28,15.45,15.57,15.11
2024-10-29,15.24,15.45,15.2
2024-10-30,15.05,15.13,14.92
2024-10-31,15.77,15.18,15.15
2024-11-01,15.35,15.68,15.24
2024-11-04,15.69,15.36,15.35
2024-11-05,16.05,15.69,15.54
2024-11-06,15.98,16.05,15.87
2024-11-07,16.29,15.92,15.8
2024-11-08,16.22,16.37,16.15
2024-11-11,16.32,16.11,16.05
2024-11-12,16.32,16.35,16.17
2024-11-13,16.32,16.32,16.17
2024-11-14,15.87,16.31,15.86
2024-11-15,15.68,15.85,15.67
2024-11-18,15.72,15.65,15.63
2024-11-19,15.9,15.72,15.6
2024-11-20,15.88,15.89,15.69
2024-11-21,16.3,15.89,15.82
2024-11-22,15.45,16.57,15.45
2024-11-25,15.13,15.35,14.92
2024-11-26,14.9,15.22,14.89
2024-11-27,15.37,14.98,14.71
2024-11-28,15.07,15.36,15.0
2024-11-29,15.18,15.02,14.99
2024-12-02,15.39,15.18,15.18
2024-12-03,15.33,15.4,15.23
2024-12-04,15.12,15.3,15.01
2024-12-05,15.1,15.06,14.93
2024-12-06,15.26,15.09,15.01
2024-12-09,15.39,15.27,15.21
2024-12-10,15.38,15.72,15.37
2024-12-11,15.37,15.32,15.3
2024-12-12,15.47,15.39,15.28
2024-12-13,15.2,15.43,15.18
2024-12-16,15.08,15.21,15.02
2024-12-17,15.15,15.08,15.06
2024-12-18,15.31,15.19,15.18
2024-12-19,15.19,15.21,15.01
2024-12-20,14.98,15.12,14.95
2024-12-23,15.09,14.95,14.93
2024-12-24,15.36,15.07,15.05
2024-12-25,15.88,15.39,15.37
2024-12-26,15.97,15.77,15.67
2024-12-27,16.05,15.97,15.86
2024-12-30,16.04,16.06,15.95
2024-12-31,15.89,16.05,15.89
2025-01-02,15.0,15.89,14.86
2025-01-03,14.65,15.0,14.59
2025-01-06,14.71,14.6,14.56
2025-01-07,14.85,14.71,14.61
2025-01-08,14.7,14.79,14.3
2025-01-09,14.62,14.63,14.59
2025-01-10,14.39,14.55,14.39
2025-01-13,14.12,14.31,13.98
2025-01-14,14.69,14.12,14.05
2025-01-15,14.53,14.81,14.49
2025-01-16,14.52,14.57,14.4
2025-01-17,14.66,14.42,14.42
2025-01-20,14.67,14.73,14.67
2025-01-21,14.45,14.76,14.4
2025-01-22,14.47,14.45,14.27
2025-01-23,14.71,14.59,14.56
2025-01-24,15.07,14.65,14.62
2025-01-27,14.92,15.07,14.91
2025-02-05,14.72,14.9,14.67
2025-02-06,14.86,14.69,14.65
2025-02-07,14.95,14.86,14.75
2025-02-10,15.01,14.95,14.87
2025-02-11,14.91,15.01,14.85
2025-02-12,15.68,14.91,14.9
2025-02-13,15.27,15.5,15.27
2025-02-14,15.32,15.21,15.16
2025-02-17,14.99,15.36,14.81
2025-02-18,14.81,14.97,14.77
2025-02-19,14.93,14.81,14.76
2025-02-20,14.75,14.9,14.63
2025-02-21,14.99,14.75,14.75
2025-02-24,14.9,14.98,14.78
2025-02-25,14.73,14.8,14.64
2025-02-26,14.9,14.75,14.73
2025-02-27,14.91,14.87,14.75
2025-02-28,14.61,14.85,14.59
2025-03-03,14.87,14.67,14.63
2025-03-04,14.97,14.77,14.75
2025-03-05,14.97,14.89,14.88
2025-03-06,15.16,15.02,14.92
2025-03-07,14.96,15.1,14.91
2025-03-10,14.94,14.9,14.8
2025-03-11,14.88,14.78,14.75
2025-03-12,15.1,14.89,14.85
2025-03-13,15.15,15.06,14.97
2025-03-14,15.3,15.29,15.24
2025-03-17,15.26,15.38,15.24
2025-03-18,15.25,15.29,15.21
2025-03-19,15.33,15.23,15.17
2025-03-20,15.19,15.3,15.15
2025-03-21,15.15,15.15,15.1
2025-03-24,15.29,15.16,15.06
2025-03-25,15.81,15.28,15.18
2025-03-26,15.59,15.81,15.44
2025-03-27,15.27,15.56,15.25
2025-03-28,15.11,15.21,15.04
2025-03-31,14.97,15.05,14.93
2025-04-01,15.87,15.4,15.36
2025-04-02,15.6,15.87,15.46
2025-04-03,15.6,15.43,15.43
2025-04-07,14.08,14.99,14.04
2025-04-08,14.56,14.1,14.07
2025-04-09,14.75,14.26,14.15
2025-04-10,14.83,14.98,14.76
2025-04-11,14.66,14.74,14.63
2025-04-14,15.28,15.03,15.0
2025-04-15,15.19,15.3,15.08
2025-04-16,15.24,15.24,15.07
2025-04-17,15.44,15.14,15.14
2025-04-18,15.29,15.39,15.24
2025-04-21,15.39,15.29,15.23
2025-04-22,15.38,15.4,15.33
2025-04-23,15.31,15.44,15.23
2025-04-24,15.32,15.3,15.23
2025-04-25,15.24,15.32,15.19
2025-04-28,15.21,15.76,15.2
2025-04-29,15.17,15.15,15.12
2025-04-30,15.21,15.2,15.15
2025-05-06,16.16,15.32,15.31
2025-05-07,16.32,16.31,16.0
2025-05-08,16.3,16.3,16.2
2025-05-09,16.34,16.34,16.24
2025-05-12,16.26,16.49,16.07
2025-05-13,16.28,16.33,16.13
2025-05-14,16.25,16.29,16.2
2025-05-15,16.3,16.3,16.26
2025-05-16,16.37,16.29,16.28
2025-05-19,16.2,16.31,16.08
2025-05-20,16.14,16.21,16.11
2025-05-21,16.1,16.14,16.06
2025-05-22,16.03,16.1,16.02
2025-05-23,15.88,16.02,15.85
2025-05-26,16.11,16.0,15.99
2025-05-27,15.9,16.16,15.87
2025-05-28,16.05,15.91,15.88
2025-05-29,16.12,16.05,16.05
2025-05-30,15.96,16.12,15.78
2025-06-03,15.89,15.8,15.74
2025-06-04,15.96,15.91,15.91
2025-06-05,16.0,15.98,15.89
2025-06-06,16.18,16.0,15.9
2025-06-09,16.71,16.3,16.3
2025-06-10,16.58,16.65,16.46
2025-06-11,16.49,16.55,16.48
2025-06-12,16.42,16.53,16.38
2025-06-13,16.7,16.49,16.43
2025-06-16,16.59,16.7,16.46
2025-06-17,16.85,16.6,16.56
2025-06-18,16.85,16.81,16.77
2025-06-19,16.46,16.77,16.36
2025-06-20,16.26,16.44,16.25
2025-06-23,16.33,16.19,16.18
2025-06-24,16.57,16.41,16.36
2025-06-25,16.55,16.55,16.44
2025-06-26,16.52,16.55,16.5
2025-06-27,16.7,16.54,16.54
2025-06-30,16.74,16.72,16.68
2025-07-01,16.68,16.69,16.6
2025-07-02,16.84,16.8,16.66
2025-07-03,16.59,16.9,16.5
2025-07-04,16.65,16.57,16.56
2025-07-07,17.03,16.65,16.62
2025-07-08,17.19,17.0,16.9
2025-07-09,17.2,17.25,17.1
2025-07-10,17.17,17.17,17.12
2025-07-11,17.23,17.17,17.17
2025-07-14,17.29,17.26,17.26
2025-07-15,17.18,17.22,17.04
2025-07-16,17.07,17.18,17.0
2025-07-17,17.31,17.13,17.07
2025-07-18,17.84,17.37,17.37
2025-07-21,19.62,19.62,19.62
2025-07-22,21.58,21.58,21.58
2025-07-23,23.74,23.74,23.09
2025-07-24,23.19,23.0,22.3
2025-07-25,20.93,23.0,20.9
2025-07-28,20.91,20.81,20.72
2025-07-29,21.06,20.8,20.46
2025-07-30,20.35,20.82,20.2
2025-07-31,20.2,20.18,20.08
2025-08-01,19.84,20.15,19.81
2025-08-04,20.0,19.78,19.74
2025-08-05,19.98,20.12,19.92
2025-08-06,19.98,19.96,19.81
2025-08-07,19.89,20.1,19.77
2025-08-08,20.29,19.87,19.79
2025-08-11,20.11,20.29,19.88
2025-08-12,19.84,20.12,19.81
2025-08-13,19.81,19.85,19.76
2025-08-14,19.82,19.78,19.77
2025-08-15,19.93,19.78,19.66
2025-08-18,20.2,19.9,19.89
2025-08-19,20.07,20.2,20.05
2025-08-20,20.15,20.0,19.87
2025-08-21,20.3,20.19,20.19
2025-08-22,20.1,20.0,19.7
2025-08-25,20.65,20.12,20.12
2025-08-26,20.36,20.61,20.26
2025-08-27,19.68,20.39,19.68
2025-08-28,20.21,19.62,19.37
2025-08-29,19.78,20.17,19.71
2025-09-01,19.87,19.88,19.75
2025-09-02,19.44,20.01,19.21
2025-09-03,19.01,19.45,18.85
2025-09-04,18.82,18.97,18.6
2025-09-05,19.29,18.82,18.82
2025-09-08,19.46,19.61,19.32
2025-09-09,19.15,19.44,19.0
2025-09-10,18.91,19.18,18.84
2025-09-11,19.24,18.91,18.8
2025-09-12,19.38,19.36,19.24
2025-09-15,19.45,19.37,19.3
2025-09-16,19.14,19.57,19.0
2025-09-17,19.44,19.15,19.01
2025-09-18,18.9,19.43,18.75
2025-09-19,18.9,18.81,18.8
2025-09-22,18.7,18.98,18.54
2025-09-23,18.67,18.64,18.29
2025-09-24,18.8,18.56,18.52
2025-09-25,18.99,18.8,18.8
2025-09-26,18.95,18.92,18.89
2025-09-29,19.03,18.9,18.73
2025-09-30,19.29,18.97,18.95
2025-10-09,21.22,19.86,19.86
2025-10-10,20.79,21.2,20.66
2025-10-13,21.09,20.05,20.05
2025-10-14,20.99,21.35,20.8
2025-10-15,20.92,20.83,20.4
2025-10-16,20.77,21.01,20.68
2025-10-17,19.74,20.82,19.72
2025-10-20,20.14,20.03,19.87
2025-10-21,20.52,20.19,20.06
2025-10-22,20.34,20.57,20.12
2025-10-23,20.35,20.18,19.86
2025-10-24,20.2,20.38,20.06
2025-10-27,21.47,20.42,20.35
2025-10-28,21.05,21.4,20.95
2025-10-29,21.92,21.13,21.08
2025-10-30,21.52,22.1,21.45
2025-10-31,20.87,21.63,20.74
2025-11-03,21.22,21.52,20.83
2025-11-04,21.4,21.23,21.22
2025-11-05,22.23,21.0,20.48
2025-11-06,22.79,22.16,22.0
2025-11-07,22.54,22.5,22.32
","date,60日,low
2024-09-02,13.75429590395414,13.39
2024-09-03,13.6311423663348,13.26
2024-09-04,13.503666853182398,13.08
2024-09-05,13.382668446570129,13.08
2024-09-06,13.248744884000608,12.93
2024-09-09,13.103732480102462,12.66
2024-09-10,12.961728538930785,12.33
2024-09-11,12.824502160902568,12.42
2024-09-12,12.7136903691623,12.56
2024-09-13,12.577192784501758,12.28
2024-09-18,12.460487659404652,12.26
2024-09-19,12.372811098464773,12.34
2024-09-20,12.278055404940659,12.35
2024-09-23,12.210005098485514,12.38
2024-09-24,12.19740317612186,12.58
2024-09-25,12.221428008540904,13.33
2024-09-26,12.27776441358689,13.4
2024-09-27,12.400420904865769,14.1
2024-09-30,12.635455205632788,14.8
2024-10-08,12.902172219639553,15.68
2024-10-09,13.018443501195947,14.84
2024-10-10,13.157499633155979,14.84
2024-10-11,13.241613305630427,14.52
2024-10-14,13.345598748505793,14.73
2024-10-15,13.402412163617104,14.46
2024-10-16,13.484487862387908,14.22
2024-10-17,13.526357554719787,14.33
2024-10-18,13.606683421988908,14.27
2024-10-21,13.68389864988334,14.59
2024-10-22,13.804760362300698,14.73
2024-10-23,13.923536421186892,15.14
2024-10-24,14.006948809166229,14.96
2024-10-25,14.135230616932041,14.98
2024-10-28,14.244488387210268,15.11
2024-10-29,14.327286576000276,15.2
2024-10-30,14.387155338176363,14.92
2024-10-31,14.512117628070818,15.15
2024-11-01,14.589404886525074,15.24
2024-11-04,14.694342462854856,15.35
2024-11-05,14.826978853581442,15.54
2024-11-06,14.94451473508221,15.87
2024-11-07,15.083997126232115,15.8
2024-11-08,15.20775278622902,16.15
2024-11-11,15.332881991182012,16.05
2024-11-12,15.449692445767626,16.17
2024-11-13,15.558638055028078,16.17
2024-11-14,15.61732356221518,15.86
2024-11-15,15.653681002668227,15.67
2024-11-18,15.691011575704358,15.63
2024-11-19,15.742556044237825,15.6
2024-11-20,15.78833822145846,15.69
2024-11-21,15.870577457321899,15.82
2024-11-22,15.866017561691786,15.45
2024-11-25,15.830678340557613,14.92
2024-11-26,15.775131834949908,14.89
2024-11-27,15.767339715680446,14.71
2024-11-28,15.7309686781378,15.0
2024-11-29,15.706903799513439,14.99
2024-12-02,15.703895316953833,15.18
2024-12-03,15.694903974500061,15.23
2024-12-04,15.666049757123696,15.01
2024-12-05,15.636714855605742,14.93
2024-12-06,15.62408632000532,15.01
2024-12-09,15.624250776182645,15.21
2024-12-10,15.623068071590955,15.37
2024-12-11,15.620630036114044,15.3
2024-12-12,15.62749225921046,15.28
2024-12-13,15.607844618114376,15.18
2024-12-16,15.57768162796302,15.02
2024-12-17,15.555785600131447,15.06
2024-12-18,15.550210725724153,15.18
2024-12-19,15.533269666893483,15.01
2024-12-20,15.497141575007621,14.95
2024-12-23,15.47354050925763,14.93
2024-12-24,15.476909534130913,15.05
2024-12-25,15.529311573855832,15.37
2024-12-26,15.58664396988448,15.67
2024-12-27,15.64760234562063,15.86
2024-12-30,15.703350474994988,15.95
2024-12-31,15.740864753730014,15.89
2025-01-02,15.690867755520872,14.86
2025-01-03,15.610406235440562,14.59
2025-01-06,15.540515530367287,14.56
2025-01-07,15.48818374448075,14.61
2025-01-08,15.424724407620275,14.3
2025-01-09,15.357559975612892,14.59
2025-01-10,15.272700937084853,14.39
2025-01-13,15.167535515518068,13.98
2025-01-14,15.123383013603613,14.05
2025-01-15,15.066884009349913,14.49
2025-01-16,15.013143764248026,14.4
2025-01-17,14.97629596415793,14.42
2025-01-20,14.942907423306394,14.67
2025-01-21,14.890886847786847,14.4
2025-01-22,14.844303075300184,14.27
2025-01-23,14.823773134308619,14.56
2025-01-24,14.839055790456491,14.62
2025-01-27,14.839301067087034,14.91
2025-02-05,14.820710441177301,14.67
2025-02-06,14.816858874381778,14.65
2025-02-07,14.822040381159134,14.75
2025-02-10,14.832812211952255,14.87
2025-02-11,14.833576509196293,14.85
2025-02-12,14.90776927366145,14.9
2025-02-13,14.938322618949943,15.27
2025-02-14,14.971790379774273,15.16
2025-02-17,14.97179464589439,14.81
2025-02-18,14.954755474499628,14.77
2025-02-19,14.950327040785805,14.76
2025-02-20,14.929149667012608,14.63
2025-02-21,14.93228185766036,14.75
2025-02-24,14.92675285255978,14.78
2025-02-25,14.905505866761395,14.64
2025-02-26,14.901919502940896,14.73
2025-02-27,14.8996331305808,14.75
2025-02-28,14.869059152314069,14.59
2025-03-03,14.865326443940953,14.63
2025-03-04,14.871485238280062,14.75
2025-03-05,14.877376544842157,14.88
2025-03-06,14.901092984080481,14.92
2025-03-07,14.904355104276883,14.91
2025-03-10,14.90560111691623,14.8
2025-03-11,14.90115025136779,14.75
2025-03-12,14.918016581850694,14.85
2025-03-13,14.938639455737853,14.97
2025-03-14,14.972278573427234,15.24
2025-03-17,14.999991288902352,15.24
2025-03-18,15.024992320161818,15.21
2025-03-19,15.056002648809738,15.17
2025-03-20,15.071676945242793,15.15
2025-03-21,15.082504954224216,15.1
2025-03-24,15.105920719164969,15.06
2025-03-25,15.177265463525673,15.18
2025-03-26,15.222988789810062,15.44
2025-03-27,15.235186741569567,15.25
2025-03-28,15.231230640249999,15.04
2025-03-31,15.2140647965119,14.93
2025-04-01,15.283528117935496,15.36
2025-04-02,15.322666554671214,15.46
2025-04-03,15.35909692797672,15.43
2025-04-07,15.248310678384529,14.04
2025-04-08,15.190174005960364,14.07
2025-04-09,15.153751935086973,14.15
2025-04-10,15.127209067050673,14.76
2025-04-11,15.086138057101412,14.63
2025-04-14,15.106684902746771,15.0
2025-04-15,15.11731104376693,15.08
2025-04-16,15.131969719666479,15.07
2025-04-17,15.164668084400311,15.14
2025-04-18,15.180916895555956,15.24
2025-04-21,15.205553834580071,15.23
2025-04-22,15.227556019305283,15.33
2025-04-23,15.241368367808217,15.23
2025-04-24,15.255122028747127,15.23
2025-04-25,15.260247646851306,15.19
2025-04-28,15.262055671266612,15.2
2025-04-29,15.259807959452552,15.12
2025-04-30,15.26138192366833,15.15
2025-05-06,15.353138828251668,15.31
2025-05-07,15.454046538653293,16.0
2025-05-08,15.546320315180258,16.2
2025-05-09,15.636164517021427,16.24
2025-05-12,15.712257429617884,16.07
2025-05-13,15.784951790711624,16.13
2025-05-14,15.849663722060352,16.2
2025-05-15,15.91448194207987,16.26
2025-05-16,15.981266598760794,16.28
2025-05-19,16.027013357327377,16.08
2025-05-20,16.063518755327166,16.11
2025-05-21,16.09326399539803,16.06
2025-05-22,16.113817549031985,16.02
2025-05-23,16.11815192020785,15.85
2025-05-26,16.143480435831123,15.99
2025-05-27,16.146574285697305,15.87
2025-05-28,16.16313022618202,15.88
2025-05-29,16.18467033544715,16.05
2025-05-30,16.18898152916003,15.78
2025-06-03,16.18574250451042,15.74
2025-06-04,16.18877474003035,15.91
2025-06-05,16.194829448196923,15.89
2025-06-06,16.21704312386767,15.9
2025-06-09,16.28768416240255,16.3
2025-06-10,16.340794759626412,16.46
2025-06-11,16.381280960747958,16.48
2025-06-12,16.411839880666257,16.38
2025-06-13,16.466409224400014,16.43
2025-06-16,16.506306564348797,16.46
2025-06-17,16.567671611227816,16.56
2025-06-18,16.62435334732384,16.77
2025-06-19,16.63950996618486,16.36
2025-06-20,16.63389156303326,16.25
2025-06-23,16.634545131536665,16.18
2025-06-24,16.65726084158686,16.36
2025-06-25,16.675876904678105,16.44
2025-06-26,16.689705529573224,16.5
2025-06-27,16.719044006795446,16.54
2025-06-30,16.749566897071368,16.68
2025-07-01,16.771673940399488,16.6
2025-07-02,16.80684145898836,16.66
2025-07-03,16.815201327040825,16.5
2025-07-04,16.82798493216533,16.56
2025-07-07,16.87536863930446,16.62
2025-07-08,16.93417658313407,16.9
2025-07-09,16.989374085591077,17.1
2025-07-10,17.037362767736653,17.12
2025-07-11,17.08715274996772,17.17
2025-07-14,17.138609842489842,17.26
2025-07-15,17.175428605316913,17.04
2025-07-16,17.198539211172825,17.0
2025-07-17,17.242131694022596,17.07
2025-07-18,17.332478302300668,17.37
2025-07-21,17.585497854694772,19.62
2025-07-22,18.00772787231394,21.58
2025-07-23,18.607075347437764,23.09
2025-07-24,19.11387444586876,22.3
2025-07-25,19.371000786637914,20.9
2025-07-28,19.60751372028438,20.72
2025-07-29,19.84079085749103,20.46
2025-07-30,19.98907340310581,20.2
2025-07-31,20.111051424921566,20.08
2025-08-01,20.18838764205613,19.81
2025-08-04,20.27342772411231,19.74
2025-08-05,20.34853453401443,19.92
2025-08-06,20.416243851377978,19.81
2025-08-07,20.468465355038532,19.77
2025-08-08,20.552837787587535,19.79
2025-08-11,20.61208852387199,19.88
2025-08-12,20.639270632859503,19.81
2025-08-13,20.65931153108171,19.76
2025-08-14,20.67650990723758,19.77
2025-08-15,20.700600488220964,19.66
2025-08-18,20.7463985269888,19.89
2025-08-19,20.77445769505093,20.05
2025-08-20,20.805928701317285,19.87
2025-08-21,20.84727876904011,20.19
2025-08-22,20.864581303640012,19.7
2025-08-25,20.93079073542314,20.12
2025-08-26,20.96282513651008,20.26
2025-08-27,20.92578321463776,19.68
2025-08-28,20.939323806796526,19.37
2025-08-29,20.908872243201067,19.71
2025-09-01,20.88680405700259,19.75
2025-09-02,20.823150170041835,19.21
2025-09-03,20.720663963833395,18.85
2025-09-04,20.60478875994306,18.6
2025-09-05,20.539314908505144,18.82
2025-09-08,20.49253946849234,19.32
2025-09-09,20.417648247596457,19.0
2025-09-10,20.32319270178439,18.84
2025-09-11,20.264773313810277,18.8
2025-09-12,20.222067135998635,19.24
2025-09-15,20.187463418199876,19.3
2025-09-16,20.124330051177527,19.0
2025-09-17,20.092623094394305,19.01
2025-09-18,20.0104314093951,18.75
2025-09-19,19.932468725056317,18.8
2025-09-22,19.839507910736753,18.54
2025-09-23,19.748777604444037,18.29
2025-09-24,19.675446429296723,18.52
2025-09-25,19.624179293454386,18.8
2025-09-26,19.571725733036136,18.89
2025-09-29,19.52963654783173,18.73
2025-09-30,19.514423637651568,18.95
2025-10-09,19.683324902414604,19.86
2025-10-10,19.799824006780398,20.66
2025-10-13,19.93669391200174,20.05
2025-10-14,20.05448275892076,20.8
2025-10-15,20.15720760775383,20.4
2025-10-16,20.238170469832436,20.68
2025-10-17,20.21498219216522,19.72
2025-10-20,20.230456736581825,19.87
2025-10-21,20.280220883692312,20.06
2025-10-22,20.30876568387626,20.12
2025-10-23,20.335536342370695,19.86
2025-10-24,20.345421959701874,20.06
2025-10-27,20.474662790259057,20.35
2025-10-28,20.554694306380846,20.95
2025-10-29,20.711410479326666,21.08
2025-10-30,20.818938650061753,21.45
2025-10-31,20.856591085006222,20.74
2025-11-03,20.9240201945929,20.83
2025-11-04,21.003114827978106,21.22
2025-11-05,21.15495818013756,20.48
2025-11-06,21.349107626672954,22.0
2025-11-07,21.505653218665902,22.32
"
1654,CN,technical,统计复星医药在2024年09月30日到2024年12月15日间，最低价小于5日三指数移动平均线的天数占比（%）。（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.4118,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2024-08-15,23.32,23.34,23.22
2024-08-16,23.45,23.3,23.11
2024-08-19,23.29,23.51,23.23
2024-08-20,23.06,23.35,22.99
2024-08-21,22.77,23.04,22.73
2024-08-22,22.39,22.77,22.35
2024-08-23,22.4,22.44,22.3
2024-08-26,22.34,22.42,22.16
2024-08-27,22.3,22.35,22.22
2024-08-28,22.36,22.1,21.78
2024-08-29,22.68,22.33,22.3
2024-08-30,22.54,22.6,22.45
2024-09-02,22.38,22.5,22.18
2024-09-03,22.7,22.33,22.27
2024-09-04,22.55,22.65,22.51
2024-09-05,22.82,22.62,22.57
2024-09-06,22.51,22.8,22.51
2024-09-09,22.34,22.61,22.28
2024-09-10,22.35,22.63,22.0
2024-09-11,22.5,22.25,22.11
2024-09-12,22.39,22.45,22.35
2024-09-13,22.22,22.38,22.18
2024-09-18,22.28,22.21,21.89
2024-09-19,22.5,22.33,22.33
2024-09-20,22.33,22.49,22.11
2024-09-23,22.35,22.5,22.23
2024-09-24,22.88,22.45,22.36
2024-09-25,23.21,23.0,23.0
2024-09-26,23.95,23.22,23.03
2024-09-27,25.15,24.2,24.2
2024-09-30,27.67,26.28,25.8
2024-10-08,29.2,30.44,28.1
2024-10-09,26.78,28.85,26.7
2024-10-10,26.58,26.78,26.31
2024-10-11,25.72,26.57,25.5
2024-10-14,25.76,25.74,25.2
2024-10-15,25.3,25.8,25.28
2024-10-16,24.88,25.15,24.79
2024-10-17,24.65,24.95,24.62
2024-10-18,25.45,24.7,24.51
2024-10-21,25.42,25.28,25.12
2024-10-22,25.82,25.25,25.24
2024-10-23,25.81,25.9,25.65
2024-10-24,25.68,25.83,25.56
2024-10-25,26.05,25.69,25.57
2024-10-28,26.5,26.09,25.81
2024-10-29,26.04,26.7,25.93
2024-10-30,26.68,26.3,26.11
2024-10-31,26.6,26.69,26.36
2024-11-01,26.51,26.4,26.36
2024-11-04,26.84,26.54,26.54
2024-11-05,27.19,26.84,26.72
2024-11-06,27.1,27.29,26.88
2024-11-07,27.55,26.97,26.84
2024-11-08,27.46,27.8,27.3
2024-11-11,27.48,27.34,26.9
2024-11-12,27.78,27.5,27.49
2024-11-13,27.69,27.79,27.39
2024-11-14,27.06,27.74,27.06
2024-11-15,26.81,27.01,26.8
2024-11-18,26.67,26.83,26.59
2024-11-19,26.85,26.7,26.4
2024-11-20,27.27,26.86,26.8
2024-11-21,27.29,27.25,27.05
2024-11-22,26.24,27.26,26.24
2024-11-25,26.33,26.23,26.03
2024-11-26,26.01,26.28,26.01
2024-11-27,26.39,26.01,25.84
2024-11-28,26.31,26.4,26.26
2024-11-29,26.68,26.3,26.29
2024-12-02,26.78,26.7,26.6
2024-12-03,26.73,26.43,26.43
2024-12-04,26.3,26.67,26.21
2024-12-05,26.12,26.3,26.01
2024-12-06,26.42,26.12,26.12
2024-12-09,26.31,26.51,26.24
2024-12-10,26.34,26.9,26.34
2024-12-11,26.74,26.56,26.55
2024-12-12,26.79,26.67,26.56
2024-12-13,26.3,26.75,26.27
","date,5日,low
2024-09-02,22.417648715682674,22.18
2024-09-03,22.606126246410266,22.27
2024-09-04,22.5838740281751,22.51
2024-09-05,22.760364532449906,22.57
2024-09-06,22.614045544787903,22.51
2024-09-09,22.424308462064843,22.28
2024-09-10,22.350367911064307,22.0
2024-09-11,22.431004700794134,22.11
2024-09-12,22.39501765707727,22.35
2024-09-13,22.262878797855514,22.18
2024-09-18,22.252698408732186,21.89
2024-09-19,22.41045254093918,22.33
2024-09-20,22.36297499552593,22.11
2024-09-23,22.355405390905506,22.23
2024-09-24,22.725496725832446,22.36
2024-09-25,23.113927003206005,23.0
2024-09-26,23.784719228533337,23.03
2024-09-27,24.886942223409022,24.2
2024-09-30,27.080977920834616,25.8
2024-10-08,29.00817190780043,28.1
2024-10-09,27.98080057994256,26.7
2024-10-10,27.23469874084295,26.31
2024-10-11,26.224825421851513,25.5
2024-10-14,25.790289731450937,25.2
2024-10-15,25.296278527349646,25.28
2024-10-16,24.82174864886884,24.79
2024-10-17,24.502989552071778,24.62
2024-10-18,24.983656024866463,24.51
2024-10-21,25.217177431820595,25.12
2024-10-22,25.61925484591458,25.24
2024-10-23,25.789652678991757,25.65
2024-10-24,25.760944061747963,25.56
2024-10-25,25.995834135481598,25.57
2024-10-28,26.402158463889386,25.81
2024-10-29,26.23385483950644,25.93
2024-10-30,26.586560359895625,26.11
2024-10-31,26.664916774935097,26.36
2024-11-01,26.611487837270516,26.36
2024-11-04,26.801326747929963,26.54
2024-11-05,27.115089497998543,26.72
2024-11-06,27.168110098689148,26.88
2024-11-07,27.48427175498911,26.84
2024-11-08,27.535534340762606,27.3
2024-11-11,27.546294518929123,26.9
2024-11-12,27.74203117757897,27.49
2024-11-13,27.746568727182076,27.39
2024-11-14,27.287849815793436,27.06
2024-11-15,26.90643204796009,26.8
2024-11-18,26.655825445879163,26.59
2024-11-19,26.698363662120727,26.4
2024-11-20,27.03790289209443,26.8
2024-11-21,27.213417329769882,27.05
2024-11-22,26.54988670330145,26.24
2024-11-25,26.328299305308093,26.03
2024-11-26,26.029984437257195,26.01
2024-11-27,26.195165861007723,25.84
2024-11-28,26.236885599837862,26.26
2024-11-29,26.529841736778685,26.29
2024-12-02,26.73277403999806,26.6
2024-12-03,26.778540016095036,26.43
2024-12-04,26.48370478975668,26.21
2024-12-05,26.22203001434906,26.01
2024-12-06,26.325354387865517,26.12
2024-12-09,26.302803509119446,26.24
2024-12-10,26.319069320151264,26.34
2024-12-11,26.61154266899229,26.55
2024-12-12,26.772193950855353,26.56
2024-12-13,26.48575895643245,26.27
"
1655,CN,technical,"小商品城2020年12月25日至2021年11月24日, 最高价小于10日赫尔移动平均线的天数占比？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",87.5556,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high
2020-12-04,5.52,5.56
2020-12-07,5.51,5.64
2020-12-08,5.47,5.51
2020-12-09,5.34,5.48
2020-12-10,5.35,5.38
2020-12-11,5.11,5.37
2020-12-14,5.05,5.13
2020-12-15,4.97,5.05
2020-12-16,5.14,5.24
2020-12-17,5.08,5.13
2020-12-18,4.98,5.08
2020-12-21,4.99,5.03
2020-12-22,4.84,4.99
2020-12-23,4.78,4.89
2020-12-24,4.55,4.76
2020-12-25,4.55,4.63
2020-12-28,5.01,5.01
2020-12-29,5.51,5.51
2020-12-30,5.33,5.95
2020-12-31,5.51,5.7
2021-01-04,5.5,5.84
2021-01-05,6.05,6.05
2021-01-06,6.12,6.44
2021-01-07,5.94,6.3
2021-01-08,6.01,6.17
2021-01-11,6.09,6.1
2021-01-12,5.9,6.2
2021-01-13,5.64,5.88
2021-01-14,5.54,5.65
2021-01-15,5.5,5.71
2021-01-18,5.5,5.72
2021-01-19,5.64,5.84
2021-01-20,5.52,5.68
2021-01-21,5.44,5.59
2021-01-22,5.18,5.41
2021-01-25,5.13,5.27
2021-01-26,5.11,5.28
2021-01-27,5.06,5.15
2021-01-28,4.97,5.12
2021-01-29,5.14,5.25
2021-02-01,5.16,5.36
2021-02-02,5.0,5.12
2021-02-03,5.2,5.31
2021-02-04,5.11,5.29
2021-02-05,4.97,5.21
2021-02-08,4.96,5.07
2021-02-09,4.99,5.02
2021-02-10,4.96,5.03
2021-02-18,4.96,5.03
2021-02-19,5.24,5.24
2021-02-22,5.45,5.68
2021-02-23,5.33,5.5
2021-02-24,5.25,5.41
2021-02-25,5.2,5.39
2021-02-26,5.08,5.19
2021-03-01,5.08,5.13
2021-03-02,5.01,5.1
2021-03-03,5.01,5.07
2021-03-04,5.13,5.14
2021-03-05,5.14,5.16
2021-03-08,5.11,5.25
2021-03-09,5.01,5.14
2021-03-10,4.98,5.08
2021-03-11,5.01,5.03
2021-03-12,4.96,5.0
2021-03-15,5.03,5.09
2021-03-16,5.04,5.05
2021-03-17,5.18,5.21
2021-03-18,5.08,5.17
2021-03-19,5.15,5.15
2021-03-22,5.18,5.22
2021-03-23,5.09,5.19
2021-03-24,5.1,5.13
2021-03-25,5.09,5.18
2021-03-26,5.09,5.13
2021-03-29,5.03,5.09
2021-03-30,5.02,5.05
2021-03-31,5.01,5.02
2021-04-01,4.95,5.03
2021-04-02,4.99,4.99
2021-04-06,4.97,4.99
2021-04-07,5.03,5.04
2021-04-08,4.97,5.03
2021-04-09,4.98,4.99
2021-04-12,5.03,5.13
2021-04-13,4.88,5.02
2021-04-14,5.01,5.14
2021-04-15,4.98,5.01
2021-04-16,5.02,5.03
2021-04-19,5.01,5.07
2021-04-20,4.97,5.03
2021-04-21,4.95,4.98
2021-04-22,4.92,4.97
2021-04-23,4.91,4.93
2021-04-26,4.92,4.96
2021-04-27,4.85,4.94
2021-04-28,4.88,4.95
2021-04-29,4.95,4.98
2021-04-30,4.89,4.97
2021-05-06,4.78,4.88
2021-05-07,4.79,4.85
2021-05-10,4.73,4.78
2021-05-11,4.75,4.76
2021-05-12,4.81,4.83
2021-05-13,5.03,5.14
2021-05-14,5.07,5.29
2021-05-17,5.15,5.28
2021-05-18,5.23,5.25
2021-05-19,5.19,5.28
2021-05-20,5.23,5.27
2021-05-21,5.19,5.28
2021-05-24,5.18,5.22
2021-05-25,5.22,5.28
2021-05-26,5.22,5.25
2021-05-27,5.2,5.27
2021-05-28,5.2,5.26
2021-05-31,5.11,5.19
2021-06-01,5.46,5.59
2021-06-02,5.33,5.56
2021-06-03,5.5,5.62
2021-06-04,5.51,5.53
2021-06-07,5.67,5.8
2021-06-08,5.54,5.69
2021-06-09,5.47,5.62
2021-06-10,5.51,5.67
2021-06-11,5.43,5.7
2021-06-15,5.45,5.56
2021-06-16,6.0,6.0
2021-06-17,5.71,5.97
2021-06-18,5.47,5.66
2021-06-21,5.49,5.57
2021-06-22,5.5,5.59
2021-06-23,5.52,5.57
2021-06-24,5.49,5.57
2021-06-25,5.29,5.47
2021-06-28,5.24,5.32
2021-06-29,5.19,5.32
2021-06-30,5.15,5.23
2021-07-01,5.13,5.2
2021-07-02,5.08,5.17
2021-07-05,5.01,5.11
2021-07-06,5.03,5.05
2021-07-07,4.95,5.03
2021-07-08,4.86,4.98
2021-07-09,4.86,4.9
2021-07-12,4.86,4.95
2021-07-13,4.9,4.94
2021-07-14,4.81,4.94
2021-07-15,4.78,4.82
2021-07-16,4.84,4.84
2021-07-19,4.81,4.85
2021-07-20,4.83,4.85
2021-07-21,4.82,4.86
2021-07-22,4.77,4.83
2021-07-23,4.69,4.78
2021-07-26,4.54,4.69
2021-07-27,4.54,4.59
2021-07-28,4.53,4.62
2021-07-29,4.52,4.57
2021-07-30,4.41,4.53
2021-08-02,4.59,4.62
2021-08-03,4.59,4.64
2021-08-04,4.62,4.66
2021-08-05,4.64,4.66
2021-08-06,4.54,4.63
2021-08-09,4.8,4.9
2021-08-10,4.81,4.83
2021-08-11,4.73,4.85
2021-08-12,4.71,4.76
2021-08-13,4.63,4.7
2021-08-16,4.7,4.72
2021-08-17,4.58,4.73
2021-08-18,4.61,4.63
2021-08-19,4.56,4.63
2021-08-20,4.56,4.58
2021-08-23,4.56,4.64
2021-08-24,4.52,4.58
2021-08-25,4.51,4.53
2021-08-26,4.56,4.61
2021-08-27,4.51,4.56
2021-08-30,4.46,4.52
2021-08-31,4.51,4.54
2021-09-01,4.59,4.6
2021-09-02,4.61,4.64
2021-09-03,4.61,4.65
2021-09-06,4.74,4.78
2021-09-07,4.76,4.82
2021-09-08,4.78,4.81
2021-09-09,4.83,4.88
2021-09-10,4.86,4.92
2021-09-13,4.99,5.02
2021-09-14,4.96,5.19
2021-09-15,4.88,5.02
2021-09-16,4.83,5.02
2021-09-17,4.83,4.93
2021-09-22,4.84,4.89
2021-09-23,4.93,4.93
2021-09-24,4.83,4.97
2021-09-27,4.82,4.87
2021-09-28,4.79,4.83
2021-09-29,4.68,4.78
2021-09-30,4.7,4.72
2021-10-08,4.81,4.83
2021-10-11,4.82,4.88
2021-10-12,4.73,4.83
2021-10-13,4.71,4.75
2021-10-14,4.65,4.72
2021-10-15,4.64,4.68
2021-10-18,4.55,4.65
2021-10-19,4.51,4.57
2021-10-20,4.49,4.54
2021-10-21,4.5,4.53
2021-10-22,4.66,4.79
2021-10-25,4.52,4.6
2021-10-26,4.48,4.52
2021-10-27,4.44,4.51
2021-10-28,4.53,4.56
2021-10-29,4.88,4.93
2021-11-01,5.09,5.14
2021-11-02,5.1,5.15
2021-11-03,5.15,5.18
2021-11-04,5.1,5.19
2021-11-05,4.92,5.12
2021-11-08,4.84,4.96
2021-11-09,4.8,4.92
2021-11-10,4.79,4.84
2021-11-11,4.78,4.81
2021-11-12,4.72,4.82
2021-11-15,4.69,4.78
2021-11-16,4.69,4.8
2021-11-17,4.64,4.71
2021-11-18,4.61,4.69
2021-11-19,4.64,4.67
2021-11-22,4.64,4.76
2021-11-23,4.67,4.75
2021-11-24,4.68,4.74
","date,10日,high
2020-12-21,4.974969696969699,5.03
2020-12-22,4.9380000000000015,4.99
2020-12-23,4.8667575757575765,4.89
2020-12-24,4.7385656565656555,4.76
2020-12-25,4.609999999999999,4.63
2020-12-28,4.622949494949495,5.01
2020-12-29,4.854828282828282,5.51
2020-12-30,5.128020202020202,5.95
2020-12-31,5.394151515151516,5.7
2021-01-04,5.575767676767676,5.84
2021-01-05,5.793333333333332,6.05
2021-01-06,5.997151515151515,6.44
2021-01-07,6.124727272727273,6.3
2021-01-08,6.1764646464646455,6.17
2021-01-11,6.194545454545454,6.1
2021-01-12,6.136404040404041,6.2
2021-01-13,5.985505050505051,5.88
2021-01-14,5.789787878787879,5.65
2021-01-15,5.603929292929294,5.71
2021-01-18,5.467545454545454,5.72
2021-01-19,5.433333333333334,5.84
2021-01-20,5.4437878787878775,5.68
2021-01-21,5.45149494949495,5.59
2021-01-22,5.38189898989899,5.41
2021-01-25,5.267747474747474,5.27
2021-01-26,5.145494949494949,5.28
2021-01-27,5.047222222222221,5.15
2021-01-28,4.96690909090909,5.12
2021-01-29,4.9616868686868685,5.25
2021-02-01,5.006808080808081,5.36
2021-02-02,5.033333333333333,5.12
2021-02-03,5.082020202020202,5.31
2021-02-04,5.1153535353535355,5.29
2021-02-05,5.096373737373737,5.21
2021-02-08,5.042191919191919,5.07
2021-02-09,4.996313131313131,5.02
2021-02-10,4.957777777777777,5.03
2021-02-18,4.935555555555555,5.03
2021-02-19,4.9986161616161615,5.24
2021-02-22,5.152383838383838,5.68
2021-02-23,5.29550505050505,5.5
2021-02-24,5.371424242424243,5.41
2021-02-25,5.37059595959596,5.39
2021-02-26,5.29180808080808,5.19
2021-03-01,5.184838383838383,5.13
2021-03-02,5.0796767676767685,5.1
2021-03-03,5.005777777777778,5.07
2021-03-04,4.994696969696971,5.14
2021-03-05,5.02978787878788,5.16
2021-03-08,5.073636363636364,5.25
2021-03-09,5.082909090909091,5.14
2021-03-10,5.058383838383839,5.08
2021-03-11,5.024111111111112,5.03
2021-03-12,4.985141414141414,5.0
2021-03-15,4.9724242424242435,5.09
2021-03-16,4.9836464646464655,5.05
2021-03-17,5.041242424242424,5.21
2021-03-18,5.086717171717171,5.17
2021-03-19,5.130757575757576,5.15
2021-03-22,5.165383838383838,5.22
2021-03-23,5.169242424242424,5.19
2021-03-24,5.150363636363636,5.13
2021-03-25,5.124969696969697,5.18
2021-03-26,5.102242424242424,5.13
2021-03-29,5.0715252525252525,5.09
2021-03-30,5.042161616161616,5.05
2021-03-31,5.016787878787878,5.02
2021-04-01,4.985222222222222,5.03
2021-04-02,4.965464646464646,4.99
2021-04-06,4.954606060606062,4.99
2021-04-07,4.966575757575758,5.04
2021-04-08,4.974000000000001,5.03
2021-04-09,4.980373737373737,4.99
2021-04-12,4.993222222222221,5.13
2021-04-13,4.973878787878788,5.02
2021-04-14,4.967343434343435,5.14
2021-04-15,4.965686868686869,5.01
2021-04-16,4.980818181818182,5.03
2021-04-19,4.995323232323233,5.07
2021-04-20,5.001595959595959,5.03
2021-04-21,4.990080808080808,4.98
2021-04-22,4.96460606060606,4.97
2021-04-23,4.9339696969696965,4.93
2021-04-26,4.911868686868687,4.96
2021-04-27,4.884252525252525,4.94
2021-04-28,4.86669696969697,4.95
2021-04-29,4.87560606060606,4.98
2021-04-30,4.886333333333333,4.97
2021-05-06,4.866151515151516,4.88
2021-05-07,4.832353535353534,4.85
2021-05-10,4.783979797979798,4.78
2021-05-11,4.743555555555557,4.76
2021-05-12,4.733969696969698,4.83
2021-05-13,4.803979797979799,5.14
2021-05-14,4.91530303030303,5.29
2021-05-17,5.044626262626263,5.28
2021-05-18,5.167626262626263,5.25
2021-05-19,5.2482828282828295,5.28
2021-05-20,5.28787878787879,5.27
2021-05-21,5.2868787878787895,5.28
2021-05-24,5.262161616161618,5.22
2021-05-25,5.23839393939394,5.28
2021-05-26,5.225161616161616,5.25
2021-05-27,5.216030303030303,5.27
2021-05-28,5.2100101010101,5.26
2021-05-31,5.1840101010101005,5.19
2021-06-01,5.234141414141414,5.59
2021-06-02,5.291181818181818,5.56
2021-06-03,5.38280808080808,5.62
2021-06-04,5.4676060606060615,5.53
2021-06-07,5.575070707070708,5.8
2021-06-08,5.627121212121213,5.69
2021-06-09,5.623858585858585,5.62
2021-06-10,5.588838383838383,5.67
2021-06-11,5.531868686868687,5.7
2021-06-15,5.4765555555555565,5.56
2021-06-16,5.574767676767677,6.0
2021-06-17,5.6817373737373735,5.97
2021-06-18,5.704303030303031,5.66
2021-06-21,5.654939393939393,5.57
2021-06-22,5.585070707070706,5.59
2021-06-23,5.516414141414141,5.57
2021-06-24,5.471696969696969,5.57
2021-06-25,5.409696969696969,5.47
2021-06-28,5.331333333333333,5.32
2021-06-29,5.243161616161616,5.32
2021-06-30,5.164767676767675,5.23
2021-07-01,5.105141414141414,5.2
2021-07-02,5.063050505050505,5.17
2021-07-05,5.022878787878788,5.11
2021-07-06,4.996383838383839,5.05
2021-07-07,4.965262626262626,5.03
2021-07-08,4.917080808080807,4.98
2021-07-09,4.867727272727272,4.9
2021-07-12,4.832757575757576,4.95
2021-07-13,4.825292929292929,4.94
2021-07-14,4.816454545454546,4.94
2021-07-15,4.801474747474749,4.82
2021-07-16,4.797242424242423,4.84
2021-07-19,4.795676767676767,4.85
2021-07-20,4.800626262626262,4.85
2021-07-21,4.807535353535354,4.86
2021-07-22,4.802878787878789,4.83
2021-07-23,4.7695050505050505,4.78
2021-07-26,4.690535353535354,4.69
2021-07-27,4.601535353535354,4.59
2021-07-28,4.526929292929294,4.62
2021-07-29,4.480808080808082,4.57
2021-07-30,4.436444444444445,4.53
2021-08-02,4.4470202020202025,4.62
2021-08-03,4.487070707070707,4.64
2021-08-04,4.5447878787878775,4.66
2021-08-05,4.598929292929292,4.66
2021-08-06,4.618252525252526,4.63
2021-08-09,4.667303030303031,4.9
2021-08-10,4.7313333333333345,4.83
2021-08-11,4.775282828282829,4.85
2021-08-12,4.784727272727273,4.76
2021-08-13,4.754393939393939,4.7
2021-08-16,4.718686868686868,4.72
2021-08-17,4.662757575757576,4.73
2021-08-18,4.619383838383839,4.63
2021-08-19,4.579666666666667,4.63
2021-08-20,4.553919191919191,4.58
2021-08-23,4.537797979797979,4.64
2021-08-24,4.5254545454545445,4.58
2021-08-25,4.511969696969697,4.53
2021-08-26,4.513717171717172,4.61
2021-08-27,4.512818181818182,4.56
2021-08-30,4.498646464646465,4.52
2021-08-31,4.49,4.54
2021-09-01,4.508555555555556,4.6
2021-09-02,4.544929292929294,4.64
2021-09-03,4.584454545454546,4.65
2021-09-06,4.647141414141415,4.78
2021-09-07,4.713555555555556,4.82
2021-09-08,4.7706464646464655,4.81
2021-09-09,4.819161616161616,4.88
2021-09-10,4.8607979797979795,4.92
2021-09-13,4.91780808080808,5.02
2021-09-14,4.966070707070707,5.19
2021-09-15,4.978959595959595,5.02
2021-09-16,4.9502323232323215,5.02
2021-09-17,4.903191919191919,4.93
2021-09-22,4.858525252525253,4.89
2021-09-23,4.851535353535353,4.93
2021-09-24,4.84780808080808,4.97
2021-09-27,4.842555555555555,4.87
2021-09-28,4.824616161616161,4.83
2021-09-29,4.778030303030302,4.78
2021-09-30,4.725484848484849,4.72
2021-10-08,4.7128282828282835,4.83
2021-10-11,4.733949494949496,4.88
2021-10-12,4.748454545454545,4.83
2021-10-13,4.747636363636363,4.75
2021-10-14,4.720616161616161,4.72
2021-10-15,4.679555555555556,4.68
2021-10-18,4.619282828282828,4.65
2021-10-19,4.556171717171717,4.57
2021-10-20,4.500161616161615,4.54
2021-10-21,4.46631313131313,4.53
2021-10-22,4.492101010101009,4.79
2021-10-25,4.5176868686868685,4.6
2021-10-26,4.524080808080808,4.52
2021-10-27,4.501343434343434,4.51
2021-10-28,4.491181818181818,4.56
2021-10-29,4.574585858585858,4.93
2021-11-01,4.758484848484849,5.14
2021-11-02,4.964585858585859,5.15
2021-11-03,5.13920202020202,5.18
2021-11-04,5.234242424242424,5.19
2021-11-05,5.209515151515152,5.12
2021-11-08,5.096484848484849,4.96
2021-11-09,4.954808080808081,4.92
2021-11-10,4.833636363636363,4.84
2021-11-11,4.754171717171718,4.81
2021-11-12,4.70710101010101,4.82
2021-11-15,4.6789292929292925,4.78
2021-11-16,4.663212121212122,4.8
2021-11-17,4.644757575757576,4.71
2021-11-18,4.620838383838383,4.69
2021-11-19,4.606959595959595,4.67
2021-11-22,4.604666666666667,4.76
2021-11-23,4.6177373737373735,4.75
2021-11-24,4.640171717171716,4.74
"
1656,CN,technical,生益科技从2022年06月25日到2022年09月07日，开盘价大于60日赫尔移动平均线的天数比例是多少？（单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,56.4103,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2022-02-11,19.69,20.02,20.0
2022-02-14,19.44,19.87,19.65
2022-02-15,19.71,19.73,19.54
2022-02-16,19.69,19.94,19.88
2022-02-17,19.39,19.65,19.63
2022-02-18,19.51,19.54,19.24
2022-02-21,19.58,19.58,19.43
2022-02-22,19.31,19.46,19.46
2022-02-23,19.75,19.79,19.33
2022-02-24,19.54,19.91,19.67
2022-02-25,19.48,19.76,19.68
2022-02-28,19.43,19.68,19.63
2022-03-01,19.44,19.49,19.38
2022-03-02,19.29,19.36,19.36
2022-03-03,18.97,19.38,19.3
2022-03-04,18.97,19.18,18.92
2022-03-07,18.02,18.96,18.96
2022-03-08,17.58,18.17,17.91
2022-03-09,17.19,17.84,17.6
2022-03-10,17.38,17.65,17.5
2022-03-11,17.43,17.49,17.03
2022-03-14,16.98,17.27,17.27
2022-03-15,15.99,16.9,16.8
2022-03-16,16.42,16.47,16.23
2022-03-17,16.72,16.94,16.73
2022-03-18,16.7,16.79,16.58
2022-03-21,16.91,16.98,16.82
2022-03-22,16.88,16.99,16.89
2022-03-23,17.08,17.45,16.9
2022-03-24,16.77,17.08,17.0
2022-03-25,16.7,16.92,16.84
2022-03-28,16.66,16.72,16.59
2022-03-29,16.35,16.85,16.68
2022-03-30,16.59,16.62,16.35
2022-03-31,16.12,16.5,16.5
2022-04-01,16.11,16.25,16.07
2022-04-06,15.96,16.14,16.13
2022-04-07,15.9,16.39,15.95
2022-04-08,15.97,16.0,15.9
2022-04-11,15.45,15.97,15.97
2022-04-12,15.97,15.97,15.49
2022-04-13,15.84,16.0,15.89
2022-04-14,16.01,16.1,15.95
2022-04-15,16.3,16.38,15.88
2022-04-18,16.89,16.95,16.21
2022-04-19,16.72,16.91,16.8
2022-04-20,16.72,16.93,16.73
2022-04-21,16.39,16.88,16.65
2022-04-22,16.59,16.6,16.52
2022-04-25,15.6,16.4,16.35
2022-04-26,15.2,15.79,15.6
2022-04-27,16.29,16.36,15.09
2022-04-28,16.25,16.54,16.2
2022-04-29,16.68,16.7,16.43
2022-05-05,16.6,16.78,16.68
2022-05-06,16.44,16.54,16.26
2022-05-09,16.45,16.53,16.29
2022-05-10,16.8,16.85,16.28
2022-05-11,16.8,17.19,16.89
2022-05-12,16.81,16.94,16.68
2022-05-13,16.8,16.91,16.87
2022-05-16,16.64,16.89,16.82
2022-05-17,16.65,16.72,16.56
2022-05-18,16.84,16.92,16.66
2022-05-19,17.34,17.35,16.68
2022-05-20,17.27,17.74,17.36
2022-05-23,16.98,17.39,17.35
2022-05-24,16.48,17.06,16.98
2022-05-25,16.54,16.64,16.43
2022-05-26,15.73,16.08,16.08
2022-05-27,15.76,15.93,15.74
2022-05-30,15.79,15.87,15.87
2022-05-31,16.24,16.34,15.78
2022-06-01,16.17,16.45,16.2
2022-06-02,16.47,16.48,16.2
2022-06-06,17.06,17.09,16.46
2022-06-07,16.67,16.98,16.9
2022-06-08,16.6,16.81,16.71
2022-06-09,16.19,16.58,16.5
2022-06-10,16.4,16.42,16.05
2022-06-13,16.05,16.31,16.23
2022-06-14,16.13,16.15,15.9
2022-06-15,16.5,16.76,16.17
2022-06-16,16.41,16.74,16.51
2022-06-17,16.62,16.63,16.38
2022-06-20,16.64,16.79,16.66
2022-06-21,16.68,16.85,16.64
2022-06-22,16.31,16.67,16.67
2022-06-23,16.69,16.69,16.31
2022-06-24,17.02,17.05,16.62
2022-06-27,16.95,17.26,17.15
2022-06-28,17.17,17.22,16.91
2022-06-29,16.87,17.48,17.13
2022-06-30,16.99,17.18,16.91
2022-07-01,17.02,17.15,17.01
2022-07-04,16.85,17.01,16.95
2022-07-05,16.56,17.0,16.85
2022-07-06,16.59,16.64,16.56
2022-07-07,16.57,16.66,16.5
2022-07-08,16.57,16.75,16.66
2022-07-11,16.13,16.54,16.5
2022-07-12,15.86,16.1,16.1
2022-07-13,15.77,15.92,15.82
2022-07-14,15.78,15.9,15.74
2022-07-15,15.55,15.92,15.77
2022-07-18,15.86,15.9,15.58
2022-07-19,16.04,16.08,15.79
2022-07-20,15.96,16.24,16.07
2022-07-21,15.97,16.14,15.97
2022-07-22,15.79,16.03,15.98
2022-07-25,15.65,15.89,15.79
2022-07-26,15.63,15.75,15.69
2022-07-27,15.59,15.63,15.63
2022-07-28,16.19,16.35,15.66
2022-07-29,15.89,16.28,16.19
2022-08-01,16.18,16.2,15.85
2022-08-02,15.88,16.03,16.01
2022-08-03,15.87,16.16,15.76
2022-08-04,16.04,16.16,16.0
2022-08-05,16.56,16.57,16.08
2022-08-08,16.52,16.68,16.62
2022-08-09,16.64,16.66,16.48
2022-08-10,16.39,16.79,16.48
2022-08-11,16.83,16.92,16.43
2022-08-12,16.97,17.13,16.85
2022-08-15,17.13,17.19,16.5
2022-08-16,17.44,17.6,17.18
2022-08-17,17.39,17.56,17.49
2022-08-18,17.13,17.44,17.43
2022-08-19,17.0,17.66,17.15
2022-08-22,17.07,17.33,17.04
2022-08-23,16.67,17.06,16.99
2022-08-24,16.13,16.83,16.8
2022-08-25,16.12,16.2,16.13
2022-08-26,16.1,16.27,16.15
2022-08-29,15.97,16.02,15.87
2022-08-30,16.02,16.05,15.93
2022-08-31,15.9,16.07,16.01
2022-09-01,15.88,15.99,15.84
2022-09-02,15.91,15.98,15.81
2022-09-05,15.74,15.93,15.91
2022-09-06,15.9,15.9,15.75
2022-09-07,15.86,16.0,15.81
","date,60日,open
2022-05-20,16.38206466722067,17.36
2022-05-23,16.4719563722898,17.35
2022-05-24,16.546197250132206,16.98
2022-05-25,16.607300559039057,16.43
2022-05-26,16.636121376948456,16.08
2022-05-27,16.636873416685553,15.74
2022-05-30,16.614871106242607,15.87
2022-05-31,16.586935389438693,15.78
2022-06-01,16.55518287754023,16.2
2022-06-02,16.530150569111836,16.2
2022-06-06,16.526833408879156,16.46
2022-06-07,16.533927784492963,16.9
2022-06-08,16.546821189343007,16.71
2022-06-09,16.552736269547484,16.5
2022-06-10,16.55599035531717,16.05
2022-06-13,16.546858508977362,16.23
2022-06-14,16.526860447986703,15.9
2022-06-15,16.50652489864269,16.17
2022-06-16,16.48582125229785,16.51
2022-06-17,16.471333150764274,16.38
2022-06-20,16.46372605827101,16.66
2022-06-21,16.46243416811463,16.64
2022-06-22,16.45762920853164,16.67
2022-06-23,16.45822321271184,16.31
2022-06-24,16.47028828913903,16.62
2022-06-27,16.49015155120747,17.15
2022-06-28,16.521112601042535,16.91
2022-06-29,16.553611127899075,17.13
2022-06-30,16.58969366800131,16.91
2022-07-01,16.62901687819496,17.01
2022-07-04,16.665599311273958,16.95
2022-07-05,16.692545787061523,16.85
2022-07-06,16.712703104933144,16.56
2022-07-07,16.726710061443935,16.5
2022-07-08,16.736570635340332,16.66
2022-07-11,16.731792123089317,16.5
2022-07-12,16.708354914255498,16.1
2022-07-13,16.667943573569037,15.82
2022-07-14,16.614996021253557,15.74
2022-07-15,16.54703142706051,15.77
2022-07-18,16.475940129938806,15.58
2022-07-19,16.409598222155072,15.79
2022-07-20,16.348258366699405,16.07
2022-07-21,16.29295553499031,15.97
2022-07-22,16.23856938883433,15.98
2022-07-25,16.181749357860543,15.79
2022-07-26,16.12232764851049,15.69
2022-07-27,16.05886882098159,15.63
2022-07-28,16.007031867744452,15.66
2022-07-29,15.95869882400342,16.19
2022-08-01,15.921281735539269,15.85
2022-08-02,15.8867967943391,16.01
2022-08-03,15.854929811639092,15.76
2022-08-04,15.828800156128024,16.0
2022-08-05,15.819565391201428,16.08
2022-08-08,15.8228281017854,16.62
2022-08-09,15.840265348392133,16.48
2022-08-10,15.863317235778501,16.48
2022-08-11,15.90180993931153,16.43
2022-08-12,15.955494598473976,16.85
2022-08-15,16.02400790083352,16.5
2022-08-16,16.11035566971368,17.18
2022-08-17,16.20917104832414,17.49
2022-08-18,16.310408148875624,17.43
2022-08-19,16.408835310115585,17.15
2022-08-22,16.504009260658254,17.04
2022-08-23,16.585016714512353,16.99
2022-08-24,16.639656209866285,16.8
2022-08-25,16.671341265644283,16.13
2022-08-26,16.684386139860493,16.15
2022-08-29,16.680012704288483,15.87
2022-08-30,16.663688354612074,15.93
2022-08-31,16.636334894613583,16.01
2022-09-01,16.601937882450706,15.84
2022-09-02,16.564350910327114,15.81
2022-09-05,16.52029059958198,15.91
2022-09-06,16.474991186321173,15.75
2022-09-07,16.428039970033492,15.81
"
1657,CN,technical,在2024年04月06日至2024年11月29日期间，对于首创证券的赫尔移动平均线，开盘价小于60日线的天数占总天数的百分比？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,39.6739,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2023-11-21,21.62,22.39,22.28
2023-11-22,21.13,21.69,21.44
2023-11-23,21.21,21.29,21.01
2023-11-24,20.82,21.29,21.25
2023-11-27,20.78,20.88,20.58
2023-11-28,20.61,20.88,20.75
2023-11-29,20.71,20.74,20.51
2023-11-30,21.52,21.81,20.74
2023-12-01,21.4,21.64,21.33
2023-12-04,21.21,21.48,21.44
2023-12-05,21.59,21.98,21.06
2023-12-06,21.39,21.99,21.42
2023-12-07,21.7,21.85,21.27
2023-12-08,21.24,21.73,21.68
2023-12-11,21.95,22.21,21.06
2023-12-12,21.55,21.86,21.71
2023-12-13,21.11,21.49,21.49
2023-12-14,20.8,21.38,21.3
2023-12-15,20.98,21.27,20.8
2023-12-18,20.78,21.25,20.91
2023-12-19,18.7,20.68,20.63
2023-12-20,18.13,18.5,18.05
2023-12-21,17.6,18.09,17.86
2023-12-22,17.53,17.84,17.66
2023-12-25,16.9,17.5,16.99
2023-12-26,16.87,17.04,16.96
2023-12-27,17.04,17.4,16.8
2023-12-28,17.15,17.32,16.88
2023-12-29,16.96,17.18,17.03
2024-01-02,17.2,17.44,16.97
2024-01-03,17.05,17.21,17.03
2024-01-04,17.09,17.15,17.0
2024-01-05,16.89,17.33,17.09
2024-01-08,16.67,16.92,16.74
2024-01-09,16.48,16.98,16.98
2024-01-10,16.29,16.64,16.47
2024-01-11,16.45,16.5,16.13
2024-01-12,16.24,16.54,16.36
2024-01-15,16.38,16.55,16.18
2024-01-16,16.39,16.58,16.3
2024-01-17,15.88,16.34,16.34
2024-01-18,16.18,16.21,15.7
2024-01-19,15.73,16.08,16.0
2024-01-22,15.2,15.85,15.74
2024-01-23,16.72,16.72,15.29
2024-01-24,18.39,18.39,17.2
2024-01-25,19.24,20.18,18.78
2024-01-26,18.62,19.19,18.82
2024-01-29,17.86,18.56,18.22
2024-01-30,18.34,18.88,17.95
2024-01-31,18.75,19.99,18.22
2024-02-01,19.16,19.84,18.17
2024-02-02,19.6,20.98,18.85
2024-02-05,18.75,20.8,18.62
2024-02-06,19.39,19.85,17.65
2024-02-07,18.44,19.41,18.97
2024-02-08,18.22,18.89,18.7
2024-02-19,17.94,17.98,17.7
2024-02-20,19.73,19.73,17.61
2024-02-21,20.46,21.7,19.04
2024-02-22,21.5,21.66,19.72
2024-02-23,21.29,22.33,21.48
2024-02-26,20.92,21.43,20.93
2024-02-27,21.3,21.3,20.73
2024-02-28,21.25,23.22,21.59
2024-02-29,22.11,22.2,20.66
2024-03-01,21.87,22.35,22.0
2024-03-04,21.59,21.87,21.65
2024-03-05,21.01,22.0,21.39
2024-03-06,21.62,22.07,20.88
2024-03-07,20.95,21.62,21.33
2024-03-08,20.8,21.15,21.09
2024-03-11,21.25,21.33,20.9
2024-03-12,21.52,21.75,21.37
2024-03-13,21.11,21.39,21.35
2024-03-14,20.61,21.13,20.9
2024-03-15,21.21,21.29,20.5
2024-03-18,22.03,22.5,21.58
2024-03-19,21.29,21.94,21.82
2024-03-20,21.11,21.42,21.23
2024-03-21,21.13,21.5,21.13
2024-03-22,20.72,21.3,20.95
2024-03-25,19.6,20.37,20.34
2024-03-26,19.49,19.88,19.6
2024-03-27,18.7,19.49,19.45
2024-03-28,19.0,19.24,18.7
2024-03-29,19.07,19.1,18.8
2024-04-01,19.34,19.52,19.39
2024-04-02,19.0,19.36,19.35
2024-04-03,18.52,19.0,18.87
2024-04-08,18.2,18.7,18.3
2024-04-09,18.3,18.45,18.35
2024-04-10,17.76,18.25,18.19
2024-04-11,18.02,18.25,17.74
2024-04-12,17.67,18.0,17.88
2024-04-15,19.44,19.44,17.99
2024-04-16,19.64,20.38,19.15
2024-04-17,19.99,20.17,19.2
2024-04-18,19.9,20.4,19.71
2024-04-19,19.83,20.12,19.6
2024-04-22,20.13,21.16,19.68
2024-04-23,20.32,20.43,20.13
2024-04-24,19.15,20.4,20.34
2024-04-25,19.68,20.25,19.28
2024-04-26,21.65,21.65,20.6
2024-04-29,22.57,23.82,22.5
2024-04-30,23.47,24.29,22.46
2024-05-06,23.06,23.83,23.49
2024-05-07,23.73,24.74,22.76
2024-05-08,23.01,23.5,23.32
2024-05-09,22.93,23.2,23.07
2024-05-10,23.29,23.35,22.82
2024-05-13,22.93,23.47,22.36
2024-05-14,22.93,22.95,22.61
2024-05-15,21.66,23.56,23.26
2024-05-16,21.02,21.8,21.37
2024-05-17,21.23,21.24,20.97
2024-05-20,21.2,21.42,21.02
2024-05-21,21.14,21.34,21.06
2024-05-22,21.16,21.27,21.13
2024-05-23,20.58,21.52,21.08
2024-05-24,20.11,20.78,20.47
2024-05-27,20.57,20.59,20.2
2024-05-28,20.27,20.55,20.39
2024-05-29,20.23,20.41,20.11
2024-05-30,20.91,21.17,20.15
2024-05-31,20.67,20.97,20.88
2024-06-03,20.14,20.43,20.33
2024-06-04,21.18,21.24,20.14
2024-06-05,20.93,21.35,20.92
2024-06-06,21.13,21.78,20.96
2024-06-07,21.48,21.58,21.1
2024-06-11,21.0,22.19,21.15
2024-06-12,21.08,21.3,20.72
2024-06-13,21.28,21.3,21.08
2024-06-14,22.25,23.3,21.18
2024-06-17,22.28,22.38,21.98
2024-06-18,22.4,22.7,22.35
2024-06-19,21.84,22.5,22.4
2024-06-20,21.99,22.3,21.83
2024-06-21,21.83,22.48,22.2
2024-06-24,21.83,22.26,21.46
2024-06-25,22.17,22.68,21.71
2024-06-26,22.2,22.5,22.02
2024-06-27,21.21,21.98,21.96
2024-06-28,20.46,21.34,20.92
2024-07-01,20.18,20.43,20.3
2024-07-02,19.79,20.32,20.18
2024-07-03,19.72,19.99,19.65
2024-07-04,19.91,20.25,19.8
2024-07-05,20.17,20.68,19.82
2024-07-08,19.41,20.0,20.0
2024-07-09,20.35,20.51,19.91
2024-07-10,20.26,20.48,20.11
2024-07-11,20.38,20.58,20.5
2024-07-12,20.19,20.32,20.2
2024-07-15,20.21,20.28,20.05
2024-07-16,20.06,20.32,20.14
2024-07-17,19.94,20.14,19.96
2024-07-18,19.82,20.05,19.95
2024-07-19,20.14,20.24,19.72
2024-07-22,20.08,20.4,20.33
2024-07-23,19.53,20.14,19.98
2024-07-24,18.31,19.3,19.16
2024-07-25,18.59,18.98,18.21
2024-07-26,18.98,19.36,18.46
2024-07-29,18.68,19.04,18.8
2024-07-30,18.65,18.86,18.59
2024-07-31,20.52,20.52,18.65
2024-08-01,20.86,21.45,20.35
2024-08-02,20.16,21.15,20.85
2024-08-05,19.78,20.34,20.05
2024-08-06,20.18,20.26,20.18
2024-08-07,19.95,20.36,20.03
2024-08-08,20.37,21.15,19.85
2024-08-09,19.95,20.61,20.5
2024-08-12,20.03,20.1,19.8
2024-08-13,20.7,20.98,20.02
2024-08-14,20.65,21.18,20.43
2024-08-15,20.64,21.28,20.7
2024-08-16,20.2,20.75,20.56
2024-08-19,19.96,20.31,20.01
2024-08-20,19.32,20.1,20.01
2024-08-21,19.17,19.39,19.31
2024-08-22,18.71,19.36,19.36
2024-08-23,18.7,19.09,18.61
2024-08-26,18.68,18.82,18.63
2024-08-27,18.72,18.8,18.6
2024-08-28,18.9,19.14,18.74
2024-08-29,19.02,19.19,18.8
2024-08-30,19.34,19.78,18.96
2024-09-02,18.6,19.21,19.11
2024-09-03,18.68,18.79,18.5
2024-09-04,18.77,18.98,18.55
2024-09-05,18.81,18.87,18.78
2024-09-06,18.8,19.74,19.4
2024-09-09,18.0,18.43,17.88
2024-09-10,17.59,18.09,18.01
2024-09-11,17.65,17.68,17.5
2024-09-12,17.46,17.78,17.62
2024-09-13,17.09,17.64,17.46
2024-09-18,17.16,17.25,17.1
2024-09-19,17.52,17.92,17.4
2024-09-20,17.27,17.52,17.39
2024-09-23,17.17,17.35,17.28
2024-09-24,18.89,18.89,17.46
2024-09-25,19.12,20.11,19.51
2024-09-26,20.2,20.72,19.12
2024-09-27,21.59,21.6,20.76
2024-09-30,23.75,23.75,23.5
2024-10-08,26.13,26.13,26.13
2024-10-09,23.52,25.97,24.5
2024-10-10,21.88,23.74,23.15
2024-10-11,21.74,22.38,21.51
2024-10-14,21.79,21.89,21.68
2024-10-15,21.14,21.77,21.48
2024-10-16,20.97,21.47,20.9
2024-10-17,20.65,21.31,21.11
2024-10-18,21.51,22.4,20.65
2024-10-21,21.2,21.45,21.22
2024-10-22,21.53,21.54,21.2
2024-10-23,21.29,21.8,21.6
2024-10-24,22.39,23.1,21.5
2024-10-25,22.06,22.4,21.96
2024-10-28,22.04,22.15,21.9
2024-10-29,21.27,22.25,22.1
2024-10-30,21.24,21.51,21.2
2024-10-31,21.57,22.1,21.12
2024-11-01,21.13,21.8,21.56
2024-11-04,21.75,21.78,21.18
2024-11-05,22.55,22.77,21.8
2024-11-06,22.5,23.42,22.88
2024-11-07,24.75,24.75,22.3
2024-11-08,23.76,25.5,25.49
2024-11-11,24.89,26.14,23.47
2024-11-12,25.1,25.5,24.6
2024-11-13,25.76,26.99,24.94
2024-11-14,24.2,25.28,25.0
2024-11-15,22.82,24.44,24.1
2024-11-18,22.02,22.96,22.7
2024-11-19,23.08,23.26,22.15
2024-11-20,23.04,23.18,23.02
2024-11-21,23.3,23.66,23.06
2024-11-22,22.42,23.48,23.21
2024-11-25,22.88,22.89,22.77
2024-11-26,23.34,23.74,22.6
2024-11-27,24.21,24.46,23.15
2024-11-28,23.7,24.05,23.96
2024-11-29,24.12,24.97,23.53
","date,60日,open
2024-02-29,19.702111738561104,20.66
2024-03-01,20.044434174410117,22.0
2024-03-04,20.368688719750196,21.65
2024-03-05,20.659920015864625,21.39
2024-03-06,20.933923409130973,20.88
2024-03-07,21.17186805293244,21.33
2024-03-08,21.371243471582183,21.09
2024-03-11,21.544899876608497,20.9
2024-03-12,21.701814774243918,21.37
2024-03-13,21.83208240160157,21.35
2024-03-14,21.926156014706255,20.9
2024-03-15,22.002871326584575,20.5
2024-03-18,22.08644334693158,21.58
2024-03-19,22.156541027674955,21.82
2024-03-20,22.207897024753844,21.23
2024-03-21,22.24273383319483,21.13
2024-03-22,22.2540554946992,20.95
2024-03-25,22.218038893505575,20.34
2024-03-26,22.138389180579686,19.6
2024-03-27,22.003690746896325,19.45
2024-03-28,21.835579493087554,18.7
2024-03-29,21.64464245423182,18.8
2024-04-01,21.444617731862706,19.39
2024-04-02,21.23280902646622,19.35
2024-04-03,21.00503481403138,18.87
2024-04-08,20.759625173125837,18.3
2024-04-09,20.506892196116944,18.35
2024-04-10,20.2377595754325,18.19
2024-04-11,19.96508199869054,17.74
2024-04-12,19.686031408174056,17.88
2024-04-15,19.450600526302537,17.99
2024-04-16,19.262296794339104,19.15
2024-04-17,19.125112147767624,19.2
2024-04-18,19.029466558384325,19.71
2024-04-19,18.96656641106998,19.6
2024-04-22,18.935869198710684,19.68
2024-04-23,18.933276107375793,20.13
2024-04-24,18.920049400669836,20.34
2024-04-25,18.91052358288635,19.28
2024-04-26,18.952494699201736,20.6
2024-04-29,19.060462969957943,22.5
2024-04-30,19.24365203595981,22.46
2024-05-06,19.476573915287954,23.49
2024-05-07,19.764125355694894,22.76
2024-05-08,20.075067613507592,23.32
2024-05-09,20.392845892825665,23.07
2024-05-10,20.714219794263556,22.82
2024-05-13,21.02388906726096,22.36
2024-05-14,21.31901628012389,22.61
2024-05-15,21.569524571277476,23.26
2024-05-16,21.763889268716472,21.37
2024-05-17,21.916932669789222,20.97
2024-05-20,22.03441352521971,21.02
2024-05-21,22.12162594747047,21.06
2024-05-22,22.186706000856184,21.13
2024-05-23,22.221399158923216,21.08
2024-05-24,22.22209489184356,20.47
2024-05-27,22.20532394046989,20.2
2024-05-28,22.16447815466747,20.39
2024-05-29,22.10164616227242,20.11
2024-05-30,22.036035833899923,20.15
2024-05-31,21.963513484928608,20.88
2024-06-03,21.874282484701975,20.33
2024-06-04,21.796852496789302,20.14
2024-06-05,21.722177727833593,20.92
2024-06-06,21.654448798821477,20.96
2024-06-07,21.59971720681926,21.1
2024-06-11,21.54240360983102,21.15
2024-06-12,21.483273110724983,20.72
2024-06-13,21.425375972652407,21.08
2024-06-14,21.389809001284277,21.18
2024-06-17,21.375327516305305,21.98
2024-06-18,21.38247305532472,22.35
2024-06-19,21.3946487937851,22.4
2024-06-20,21.416557905869915,21.83
2024-06-21,21.441922653672787,22.2
2024-06-24,21.4687385925814,21.46
2024-06-25,21.50390643650374,21.71
2024-06-26,21.548294389463877,22.02
2024-06-27,21.578129214827126,21.96
2024-06-28,21.578938096497186,20.92
2024-07-01,21.548175474050005,20.3
2024-07-02,21.48279270227392,20.18
2024-07-03,21.388519188637904,19.65
2024-07-04,21.277585801163404,19.8
2024-07-05,21.164345792097908,19.82
2024-07-08,21.03694302586185,20.0
2024-07-09,20.923893001939007,19.91
2024-07-10,20.822793917302505,20.11
2024-07-11,20.735400310996948,20.5
2024-07-12,20.65428453073455,20.2
2024-07-15,20.578347535947216,20.05
2024-07-16,20.502786985973653,20.14
2024-07-17,20.424592134421182,19.96
2024-07-18,20.339883325778747,19.95
2024-07-19,20.2588027876407,19.72
2024-07-22,20.18072785877968,20.33
2024-07-23,20.094164230314018,19.98
2024-07-24,19.972713379164457,19.16
2024-07-25,19.831381884112712,18.21
2024-07-26,19.685711144267334,18.46
2024-07-29,19.533098606179646,18.8
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2024-07-31,19.27174235098587,18.65
2024-08-01,19.219376589609933,20.35
2024-08-02,19.19790905542545,20.85
2024-08-05,19.19084893354486,20.05
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2024-08-07,19.225102213492484,20.03
2024-08-08,19.26224896754048,19.85
2024-08-09,19.2976449220619,20.5
2024-08-12,19.334212535569492,19.8
2024-08-13,19.38964196947949,20.02
2024-08-14,19.458677910402656,20.43
2024-08-15,19.53622505099343,20.7
2024-08-16,19.608860787942888,20.56
2024-08-19,19.66984273878774,20.01
2024-08-20,19.704844394500263,20.01
2024-08-21,19.713825438795293,19.31
2024-08-22,19.690085769685982,19.36
2024-08-23,19.642057011911056,18.61
2024-08-26,19.577128465664426,18.63
2024-08-27,19.503902382211475,18.6
2024-08-28,19.432254778273023,18.74
2024-08-29,19.368544093576084,18.8
2024-08-30,19.32091847347083,18.96
2024-09-02,19.270470096446825,19.11
2024-09-03,19.21962418473471,18.5
2024-09-04,19.170192024879753,18.55
2024-09-05,19.121096950467123,18.78
2024-09-06,19.070607363199112,19.4
2024-09-09,18.99919264813276,17.88
2024-09-10,18.900447646747754,18.01
2024-09-11,18.782186170078823,17.5
2024-09-12,18.645506761350763,17.62
2024-09-13,18.488440495076933,17.46
2024-09-18,18.32045450882627,17.1
2024-09-19,18.156921482712598,17.4
2024-09-20,17.99691728991967,17.39
2024-09-23,17.840862191836013,17.28
2024-09-24,17.73228871093652,17.46
2024-09-25,17.670864596711244,19.51
2024-09-26,17.67540134345648,19.12
2024-09-27,17.767260053889355,20.76
2024-09-30,17.980737119437944,23.5
2024-10-08,18.347590233184764,26.13
2024-10-09,18.768448792525998,24.5
2024-10-10,19.17931511420009,23.15
2024-10-11,19.565435131323813,21.51
2024-10-14,19.91837623076729,21.68
2024-10-15,20.21633035556899,21.48
2024-10-16,20.457206794087284,20.9
2024-10-17,20.643698326660118,21.11
2024-10-18,20.816468944373096,20.65
2024-10-21,20.97499637380071,21.22
2024-10-22,21.129925996575256,21.2
2024-10-23,21.276507850469645,21.6
2024-10-24,21.442612160358596,21.5
2024-10-25,21.614758725542043,21.96
2024-10-28,21.788207341794468,21.9
2024-10-29,21.939259386567954,22.1
2024-10-30,22.06842709828511,21.2
2024-10-31,22.18309571655209,21.12
2024-11-01,22.271516525647804,21.56
2024-11-04,22.34860046334769,21.18
2024-11-05,22.434539774873464,21.8
2024-11-06,22.524264769207527,22.88
2024-11-07,22.668683954068147,22.3
2024-11-08,22.82892517186674,25.49
2024-11-11,23.02180471405908,23.47
2024-11-12,23.238501819395132,24.6
2024-11-13,23.481042060134474,24.94
2024-11-14,23.69784495479842,25.0
2024-11-15,23.85257376419632,24.1
2024-11-18,23.929969850922923,22.7
2024-11-19,23.972466816499207,22.15
2024-11-20,23.989294433532272,23.02
2024-11-21,23.996739152879552,23.06
2024-11-22,23.980334069905066,23.21
2024-11-25,23.963130990153868,22.77
2024-11-26,23.960056010928962,22.6
2024-11-27,23.987986263252,23.15
2024-11-28,24.023957977638442,23.96
2024-11-29,24.073592663241925,23.53
"
1658,CN,technical,2020年02月22日-2020年12月09日，阳光电源的最高价大于10日赫尔移动平均线的天数占比多少？（%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,20.5,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2020-02-03,10.25,10.25,10.25
2020-02-04,10.19,10.26,9.4
2020-02-05,10.17,10.5,10.13
2020-02-06,10.42,10.55,10.11
2020-02-07,10.72,10.72,10.3
2020-02-10,10.86,10.9,10.59
2020-02-11,10.67,10.87,10.81
2020-02-12,11.62,11.73,11.25
2020-02-13,11.61,12.14,11.8
2020-02-14,11.29,11.7,11.43
2020-02-17,11.77,11.88,11.37
2020-02-18,12.75,12.95,11.95
2020-02-19,12.8,13.2,12.97
2020-02-20,13.4,13.86,13.3
2020-02-21,13.75,14.27,13.37
2020-02-24,13.51,13.85,13.58
2020-02-25,13.4,13.75,13.19
2020-02-26,12.53,13.25,13.02
2020-02-27,12.53,12.81,12.66
2020-02-28,11.42,12.25,12.03
2020-03-02,11.88,12.08,11.69
2020-03-03,12.05,12.42,12.19
2020-03-04,12.11,12.27,12.04
2020-03-05,12.49,12.71,12.3
2020-03-06,12.22,12.44,12.26
2020-03-09,11.29,11.95,11.85
2020-03-10,11.73,11.79,11.23
2020-03-11,11.8,12.46,11.79
2020-03-12,11.84,12.05,11.5
2020-03-13,11.93,12.15,11.25
2020-03-16,10.74,12.1,12.1
2020-03-17,10.47,10.99,10.86
2020-03-18,10.2,10.76,10.62
2020-03-19,10.39,10.41,10.2
2020-03-20,10.38,10.53,10.52
2020-03-23,9.68,10.04,9.93
2020-03-24,9.84,9.95,9.9
2020-03-25,10.18,10.41,10.19
2020-03-26,9.99,10.16,10.09
2020-03-27,10.05,10.26,10.16
2020-03-30,9.69,9.88,9.82
2020-03-31,9.51,9.88,9.85
2020-04-01,9.61,9.9,9.53
2020-04-02,10.05,10.07,9.58
2020-04-03,9.81,10.03,10.0
2020-04-07,10.02,10.12,10.07
2020-04-08,10.02,10.07,9.94
2020-04-09,10.04,10.16,10.06
2020-04-10,9.79,10.03,10.0
2020-04-13,9.5,9.73,9.73
2020-04-14,9.78,9.82,9.6
2020-04-15,9.86,10.05,9.79
2020-04-16,9.95,10.02,9.79
2020-04-17,10.01,10.3,10.09
2020-04-20,9.9,10.07,10.0
2020-04-21,9.7,9.88,9.87
2020-04-22,9.91,9.94,9.61
2020-04-23,9.69,9.93,9.87
2020-04-24,9.57,9.78,9.61
2020-04-27,9.68,9.84,9.61
2020-04-28,9.98,10.03,9.8
2020-04-29,10.7,10.7,9.94
2020-04-30,10.9,11.16,10.6
2020-05-06,10.95,11.05,10.8
2020-05-07,11.05,11.18,10.95
2020-05-08,11.03,11.18,11.1
2020-05-11,10.96,11.18,11.11
2020-05-12,11.02,11.07,11.03
2020-05-13,10.93,11.09,10.98
2020-05-14,10.67,10.99,10.89
2020-05-15,10.52,10.86,10.76
2020-05-18,10.83,11.07,10.6
2020-05-19,11.49,11.58,11.18
2020-05-20,11.25,11.65,11.5
2020-05-21,10.7,11.46,11.37
2020-05-22,10.6,10.82,10.77
2020-05-25,10.77,10.82,10.65
2020-05-26,10.93,11.05,10.77
2020-05-27,10.85,11.19,10.95
2020-05-28,11.04,11.06,10.88
2020-05-29,11.25,11.3,10.98
2020-06-01,11.61,11.77,11.32
2020-06-02,11.61,11.84,11.69
2020-06-03,11.82,12.06,11.68
2020-06-04,11.67,11.96,11.87
2020-06-05,11.61,11.76,11.74
2020-06-08,12.0,12.19,11.72
2020-06-09,11.91,12.14,12.0
2020-06-10,11.81,11.93,11.9
2020-06-11,11.87,12.11,11.82
2020-06-12,11.85,11.99,11.51
2020-06-15,12.51,12.99,11.91
2020-06-16,12.69,12.84,12.7
2020-06-17,12.52,12.78,12.68
2020-06-18,12.42,12.6,12.55
2020-06-19,12.65,12.72,12.43
2020-06-22,12.71,12.86,12.67
2020-06-23,12.71,12.92,12.71
2020-06-24,13.58,13.62,12.89
2020-06-29,14.2,14.72,13.5
2020-06-30,14.39,14.64,14.25
2020-07-01,14.9,14.99,14.59
2020-07-02,15.28,15.36,14.91
2020-07-03,15.31,15.41,15.22
2020-07-06,15.18,15.46,15.22
2020-07-07,15.94,16.23,15.16
2020-07-08,16.13,16.29,15.93
2020-07-09,17.6,17.68,16.19
2020-07-10,17.86,18.37,17.3
2020-07-13,18.25,18.46,17.6
2020-07-14,18.14,18.36,18.23
2020-07-15,18.49,19.2,18.12
2020-07-16,17.33,18.98,18.59
2020-07-17,18.11,19.0,17.36
2020-07-20,18.62,18.94,18.5
2020-07-21,19.27,20.47,19.59
2020-07-22,19.02,19.6,18.97
2020-07-23,20.06,20.36,18.99
2020-07-24,19.46,20.13,19.62
2020-07-27,20.3,21.08,19.71
2020-07-28,19.75,20.65,20.51
2020-07-29,20.2,20.25,19.64
2020-07-30,20.8,21.0,20.29
2020-07-31,21.0,21.92,20.88
2020-08-03,20.45,21.39,21.29
2020-08-04,19.88,20.57,20.53
2020-08-05,20.16,20.47,19.9
2020-08-06,19.86,20.3,20.05
2020-08-07,19.85,20.22,19.9
2020-08-10,21.84,21.84,20.07
2020-08-11,23.1,23.57,22.65
2020-08-12,20.81,23.14,22.85
2020-08-13,20.85,21.81,21.2
2020-08-14,20.93,21.2,20.95
2020-08-17,21.05,21.24,21.11
2020-08-18,21.0,21.3,21.05
2020-08-19,19.91,21.32,21.32
2020-08-20,19.3,20.02,19.86
2020-08-21,19.5,19.95,19.33
2020-08-24,20.78,21.03,19.59
2020-08-25,20.69,21.35,20.6
2020-08-26,20.1,20.95,20.72
2020-08-27,20.95,21.1,20.5
2020-08-28,21.75,21.86,21.01
2020-08-31,21.93,22.4,22.04
2020-09-01,22.16,22.2,21.8
2020-09-02,22.26,22.95,22.35
2020-09-03,21.9,22.28,22.2
2020-09-04,21.89,21.95,21.31
2020-09-07,21.54,22.6,22.0
2020-09-08,21.53,21.84,21.78
2020-09-09,20.38,21.45,21.35
2020-09-10,20.35,21.17,20.66
2020-09-11,24.42,24.42,20.35
2020-09-14,24.52,28.5,26.82
2020-09-15,24.6,25.6,24.51
2020-09-16,26.29,28.4,24.43
2020-09-17,28.35,29.36,26.55
2020-09-18,28.01,28.6,28.6
2020-09-21,26.57,28.68,28.5
2020-09-22,26.12,26.96,26.49
2020-09-23,29.83,31.27,26.39
2020-09-24,26.88,30.5,28.83
2020-09-25,26.85,28.1,27.1
2020-09-28,27.74,29.36,27.5
2020-09-29,26.85,28.5,28.23
2020-09-30,27.49,28.81,27.14
2020-10-09,31.96,32.69,31.48
2020-10-12,32.22,33.33,32.4
2020-10-13,31.4,32.12,31.84
2020-10-14,31.6,33.3,31.46
2020-10-15,30.42,31.84,31.25
2020-10-16,30.42,31.26,30.4
2020-10-19,28.8,30.74,30.68
2020-10-20,29.95,30.44,29.24
2020-10-21,29.28,30.94,30.39
2020-10-22,28.8,29.3,28.41
2020-10-23,27.97,29.75,29.19
2020-10-26,30.02,30.5,28.01
2020-10-27,30.52,30.56,29.95
2020-10-28,31.53,32.18,30.5
2020-10-29,32.36,33.58,31.0
2020-10-30,38.83,38.83,38.82
2020-11-02,45.33,46.5,38.88
2020-11-03,45.78,46.48,46.03
2020-11-04,44.3,47.4,45.52
2020-11-05,45.5,46.5,45.7
2020-11-06,43.4,46.34,46.3
2020-11-09,44.3,46.0,43.81
2020-11-10,47.2,49.3,43.66
2020-11-11,43.52,46.46,46.04
2020-11-12,47.77,47.77,45.27
2020-11-13,46.36,47.7,47.58
2020-11-16,45.85,47.22,46.55
2020-11-17,44.99,46.5,45.45
2020-11-18,44.1,46.24,44.48
2020-11-19,43.92,45.35,43.9
2020-11-20,45.67,46.6,44.67
2020-11-23,50.9,52.44,45.71
2020-11-24,51.26,52.26,50.1
2020-11-25,48.36,51.27,51.0
2020-11-26,47.99,48.49,48.0
2020-11-27,46.92,48.2,48.2
2020-11-30,48.06,48.06,47.3
2020-12-01,48.89,50.45,47.3
2020-12-02,47.33,49.28,48.3
2020-12-03,47.75,48.13,47.1
2020-12-04,47.0,48.3,47.49
2020-12-07,48.8,50.54,47.5
2020-12-08,51.88,53.26,49.2
2020-12-09,50.87,54.8,52.84
","date,10日,high
2020-02-18,12.079050505050505,12.95
2020-02-19,12.486989898989899,13.2
2020-02-20,12.980353535353538,13.86
2020-02-21,13.492363636363637,14.27
2020-02-24,13.835040404040406,13.85
2020-02-25,13.926919191919191,13.75
2020-02-26,13.645444444444443,13.25
2020-02-27,13.197767676767677,12.81
2020-02-28,12.48840404040404,12.25
2020-03-02,11.920676767676767,12.08
2020-03-03,11.614939393939395,12.42
2020-03-04,11.597313131313134,12.27
2020-03-05,11.80928282828283,12.71
2020-03-06,12.058818181818184,12.44
2020-03-09,12.006232323232325,11.95
2020-03-10,11.860646464646464,11.79
2020-03-11,11.724494949494948,12.46
2020-03-12,11.669424242424242,12.05
2020-03-13,11.696757575757573,12.15
2020-03-16,11.506737373737373,12.1
2020-03-17,11.120848484848485,10.99
2020-03-18,10.624868686868687,10.76
2020-03-19,10.2539898989899,10.41
2020-03-20,10.049898989898992,10.53
2020-03-23,9.857939393939395,10.04
2020-03-24,9.730454545454547,9.95
2020-03-25,9.745727272727272,10.41
2020-03-26,9.804646464646465,10.16
2020-03-27,9.884070707070707,10.26
2020-03-30,9.877575757575757,9.88
2020-03-31,9.770454545454546,9.88
2020-04-01,9.63749494949495,9.9
2020-04-02,9.650898989898991,10.07
2020-04-03,9.704404040404041,10.03
2020-04-07,9.822555555555558,10.12
2020-04-08,9.94119191919192,10.07
2020-04-09,10.040282828282828,10.16
2020-04-10,10.024181818181814,10.03
2020-04-13,9.883757575757572,9.73
2020-04-14,9.760171717171715,9.82
2020-04-15,9.710232323232322,10.05
2020-04-16,9.747949494949495,10.02
2020-04-17,9.845151515151516,10.3
2020-04-20,9.928303030303029,10.07
2020-04-21,9.917202020202017,9.88
2020-04-22,9.895979797979797,9.94
2020-04-23,9.827868686868685,9.93
2020-04-24,9.724151515151513,9.78
2020-04-27,9.645252525252525,9.84
2020-04-28,9.68640404040404,10.03
2020-04-29,9.96260606060606,10.7
2020-04-30,10.37707070707071,11.16
2020-05-06,10.786494949494951,11.05
2020-05-07,11.097919191919194,11.18
2020-05-08,11.264171717171715,11.18
2020-05-11,11.278656565656567,11.18
2020-05-12,11.221404040404039,11.07
2020-05-13,11.125969696969696,11.09
2020-05-14,10.971636363636364,10.99
2020-05-15,10.776474747474749,10.86
2020-05-18,10.677575757575758,11.07
2020-05-19,10.823888888888888,11.58
2020-05-20,11.03730303030303,11.65
2020-05-21,11.099292929292929,11.46
2020-05-22,11.002515151515153,10.82
2020-05-25,10.867444444444445,10.82
2020-05-26,10.784939393939391,11.05
2020-05-27,10.75758585858586,11.19
2020-05-28,10.827333333333334,11.06
2020-05-29,10.982393939393939,11.3
2020-06-01,11.23310101010101,11.77
2020-06-02,11.479151515151516,11.84
2020-06-03,11.716121212121214,12.06
2020-06-04,11.845383838383839,11.96
2020-06-05,11.865242424242425,11.76
2020-06-08,11.901060606060605,12.19
2020-06-09,11.937484848484848,12.14
2020-06-10,11.940727272727273,11.93
2020-06-11,11.932141414141414,12.11
2020-06-12,11.917101010101009,11.99
2020-06-15,12.052404040404037,12.99
2020-06-16,12.30161616161616,12.84
2020-06-17,12.52913131313131,12.78
2020-06-18,12.641777777777778,12.6
2020-06-19,12.709060606060605,12.72
2020-06-22,12.742545454545455,12.86
2020-06-23,12.758232323232326,12.92
2020-06-24,12.97640404040404,13.62
2020-06-29,13.432575757575757,14.72
2020-06-30,13.973424242424244,14.64
2020-07-01,14.542626262626262,14.99
2020-07-02,15.083020202020203,15.36
2020-07-03,15.47170707070707,15.41
2020-07-06,15.634515151515153,15.46
2020-07-07,15.813494949494952,16.23
2020-07-08,16.020616161616157,16.29
2020-07-09,16.562949494949493,17.68
2020-07-10,17.252616161616164,18.37
2020-07-13,17.976101010101015,18.46
2020-07-14,18.464979797979797,18.36
2020-07-15,18.784272727272725,19.2
2020-07-16,18.61433333333333,18.98
2020-07-17,18.390272727272727,19.0
2020-07-20,18.31381818181818,18.94
2020-07-21,18.565070707070703,20.47
2020-07-22,18.864252525252525,19.6
2020-07-23,19.39077777777778,20.36
2020-07-24,19.739030303030308,20.13
2020-07-27,20.093090909090908,21.08
2020-07-28,20.204212121212127,20.65
2020-07-29,20.298656565656568,20.25
2020-07-30,20.461020202020205,21.0
2020-07-31,20.739545454545453,21.92
2020-08-03,20.856252525252525,21.39
2020-08-04,20.711828282828282,20.57
2020-08-05,20.474555555555558,20.47
2020-08-06,20.176909090909092,20.3
2020-08-07,19.919474747474748,20.22
2020-08-10,20.243727272727273,21.84
2020-08-11,21.189333333333334,23.57
2020-08-12,21.734313131313133,23.14
2020-08-13,21.83388888888889,21.81
2020-08-14,21.622131313131316,21.2
2020-08-17,21.326696969696968,21.24
2020-08-18,21.032848484848483,21.3
2020-08-19,20.64109090909091,21.32
2020-08-20,20.09847474747475,20.02
2020-08-21,19.60446464646465,19.95
2020-08-24,19.580676767676767,21.03
2020-08-25,19.860646464646468,21.35
2020-08-26,20.12152525252525,20.95
2020-08-27,20.46867676767677,21.1
2020-08-28,20.977212121212123,21.86
2020-08-31,21.50571717171717,22.4
2020-09-01,21.983656565656563,22.2
2020-09-02,22.356808080808083,22.95
2020-09-03,22.473606060606063,22.28
2020-09-04,22.387272727272727,21.95
2020-09-07,22.13043434343434,22.6
2020-09-08,21.841737373737374,21.84
2020-09-09,21.320060606060608,21.45
2020-09-10,20.776383838383836,21.17
2020-09-11,21.321272727272728,24.42
2020-09-14,22.509242424242426,28.5
2020-09-15,23.82289898989899,25.6
2020-09-16,25.21989898989899,28.4
2020-09-17,26.85849494949495,29.36
2020-09-18,28.110393939393944,28.6
2020-09-21,28.50543434343434,28.68
2020-09-22,28.15954545454545,26.96
2020-09-23,28.342494949494945,31.27
2020-09-24,28.153383838383842,30.5
2020-09-25,27.817464646464646,28.1
2020-09-28,27.608373737373736,29.36
2020-09-29,27.394949494949497,28.5
2020-09-30,27.237202020202023,28.81
2020-10-09,28.326464646464654,32.69
2020-10-12,30.048919191919197,33.33
2020-10-13,31.50782828282828,32.12
2020-10-14,32.38851515151515,33.3
2020-10-15,32.44238383838384,31.84
2020-10-16,31.887141414141414,31.26
2020-10-19,30.76307070707071,30.74
2020-10-20,29.92827272727273,30.44
2020-10-21,29.311525252525254,30.94
2020-10-22,28.89956565656566,29.3
2020-10-23,28.431343434343436,29.75
2020-10-26,28.553080808080807,30.5
2020-10-27,29.083616161616163,30.56
2020-10-28,30.03426262626262,32.18
2020-10-29,31.174676767676768,33.58
2020-10-30,33.76387878787879,38.83
2020-11-02,38.19734343434343,46.5
2020-11-03,42.937909090909095,46.48
2020-11-04,46.24813131313132,47.4
2020-11-05,48.05923232323232,46.5
2020-11-06,47.94373737373737,46.34
2020-11-09,46.918555555555564,46.0
2020-11-10,46.41965656565657,49.3
2020-11-11,45.70454545454546,46.46
2020-11-12,45.924474747474754,47.77
2020-11-13,46.307161616161615,47.7
2020-11-16,46.5990606060606,47.22
2020-11-17,46.29783838383838,46.5
2020-11-18,45.63211111111112,46.24
2020-11-19,44.72949494949495,45.35
2020-11-20,44.412141414141416,46.6
2020-11-23,45.84562626262626,52.44
2020-11-24,48.20157575757576,52.26
2020-11-25,49.7919797979798,51.27
2020-11-26,50.26680808080808,48.49
2020-11-27,49.63173737373739,48.2
2020-11-30,48.73240404040405,48.06
2020-12-01,48.199545454545444,50.45
2020-12-02,47.82175757575757,49.28
2020-12-03,47.65754545454545,48.13
2020-12-04,47.4339898989899,48.3
2020-12-07,47.63283838383838,50.54
2020-12-08,48.76167676767676,53.26
2020-12-09,50.05183838383838,54.8
"
1659,CN,technical,统计中国通号在2022年05月15日到2023年01月05日间，开盘价小于20日赫尔移动平均线的天数占比（%）。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,51.4793,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2022-03-28,4.47,4.47,4.42
2022-03-29,4.42,4.46,4.46
2022-03-30,4.47,4.47,4.43
2022-03-31,4.45,4.47,4.45
2022-04-01,4.48,4.48,4.43
2022-04-06,4.57,4.57,4.48
2022-04-07,4.53,4.58,4.55
2022-04-08,4.53,4.56,4.54
2022-04-11,4.43,4.54,4.53
2022-04-12,4.52,4.52,4.42
2022-04-13,4.44,4.51,4.5
2022-04-14,4.47,4.49,4.47
2022-04-15,4.45,4.48,4.46
2022-04-18,4.45,4.47,4.46
2022-04-19,4.44,4.46,4.44
2022-04-20,4.43,4.46,4.44
2022-04-21,4.36,4.44,4.44
2022-04-22,4.36,4.4,4.34
2022-04-25,4.17,4.35,4.32
2022-04-26,4.12,4.23,4.18
2022-04-27,4.15,4.17,4.09
2022-04-28,4.22,4.3,4.16
2022-04-29,4.32,4.35,4.24
2022-05-05,4.41,4.43,4.33
2022-05-06,4.32,4.38,4.36
2022-05-09,4.35,4.4,4.33
2022-05-10,4.39,4.4,4.31
2022-05-11,4.38,4.42,4.37
2022-05-12,4.39,4.4,4.38
2022-05-13,4.37,4.41,4.4
2022-05-16,4.37,4.41,4.4
2022-05-17,4.38,4.4,4.38
2022-05-18,4.35,4.4,4.38
2022-05-19,4.41,4.42,4.34
2022-05-20,4.44,4.45,4.4
2022-05-23,4.43,4.46,4.43
2022-05-24,4.35,4.45,4.44
2022-05-25,4.37,4.38,4.36
2022-05-26,4.42,4.42,4.39
2022-05-27,4.43,4.44,4.41
2022-05-30,4.41,4.45,4.44
2022-05-31,4.56,4.63,4.42
2022-06-01,4.53,4.56,4.54
2022-06-02,4.73,4.8,4.51
2022-06-06,4.72,4.82,4.73
2022-06-07,4.65,4.73,4.7
2022-06-08,4.59,4.65,4.64
2022-06-09,4.56,4.62,4.6
2022-06-10,4.75,4.75,4.55
2022-06-13,4.65,4.7,4.67
2022-06-14,4.72,4.74,4.61
2022-06-15,4.7,4.79,4.7
2022-06-16,4.68,4.75,4.74
2022-06-17,4.69,4.7,4.67
2022-06-20,4.63,4.7,4.66
2022-06-21,4.63,4.67,4.65
2022-06-22,4.53,4.64,4.64
2022-06-23,4.57,4.6,4.54
2022-06-24,4.58,4.6,4.59
2022-06-27,4.56,4.62,4.57
2022-06-28,4.59,4.61,4.56
2022-06-29,4.55,4.64,4.6
2022-06-30,4.53,4.58,4.55
2022-07-01,4.51,4.55,4.55
2022-07-04,4.47,4.51,4.51
2022-07-05,4.44,4.51,4.48
2022-07-06,4.41,4.45,4.44
2022-07-07,4.4,4.44,4.41
2022-07-08,4.41,4.44,4.4
2022-07-11,4.42,4.44,4.41
2022-07-12,4.41,4.47,4.42
2022-07-13,4.43,4.45,4.44
2022-07-14,4.43,4.47,4.44
2022-07-15,4.4,4.47,4.43
2022-07-18,4.48,4.49,4.41
2022-07-19,4.34,4.38,4.38
2022-07-20,4.41,4.43,4.36
2022-07-21,4.4,4.44,4.4
2022-07-22,4.4,4.43,4.43
2022-07-25,4.38,4.42,4.4
2022-07-26,4.41,4.42,4.36
2022-07-27,4.4,4.42,4.42
2022-07-28,4.42,4.43,4.4
2022-07-29,4.39,4.43,4.43
2022-08-01,4.42,4.42,4.37
2022-08-02,4.35,4.4,4.4
2022-08-03,4.32,4.4,4.34
2022-08-04,4.31,4.35,4.32
2022-08-05,4.43,4.44,4.33
2022-08-08,4.41,4.44,4.44
2022-08-09,4.4,4.43,4.43
2022-08-10,4.39,4.42,4.38
2022-08-11,4.45,4.45,4.4
2022-08-12,4.44,4.46,4.44
2022-08-15,4.43,4.46,4.45
2022-08-16,4.42,4.45,4.45
2022-08-17,4.43,4.44,4.44
2022-08-18,4.41,4.44,4.43
2022-08-19,4.41,4.44,4.42
2022-08-22,4.43,4.43,4.41
2022-08-23,4.39,4.43,4.43
2022-08-24,4.31,4.41,4.41
2022-08-25,4.32,4.34,4.32
2022-08-26,4.35,4.36,4.34
2022-08-29,4.37,4.39,4.33
2022-08-30,4.44,4.44,4.4
2022-08-31,4.43,4.46,4.42
2022-09-01,4.33,4.43,4.4
2022-09-02,4.41,4.42,4.36
2022-09-05,4.41,4.43,4.42
2022-09-06,4.43,4.44,4.43
2022-09-07,4.43,4.44,4.43
2022-09-08,4.44,4.44,4.44
2022-09-09,4.46,4.47,4.44
2022-09-13,4.44,4.47,4.46
2022-09-14,4.39,4.43,4.4
2022-09-15,4.37,4.42,4.4
2022-09-16,4.25,4.39,4.37
2022-09-19,4.2,4.28,4.27
2022-09-20,4.2,4.25,4.23
2022-09-21,4.24,4.25,4.2
2022-09-22,4.2,4.25,4.22
2022-09-23,4.24,4.27,4.24
2022-09-26,4.18,4.24,4.22
2022-09-27,4.22,4.23,4.19
2022-09-28,4.17,4.22,4.22
2022-09-29,4.13,4.22,4.17
2022-09-30,4.15,4.19,4.12
2022-10-10,4.15,4.24,4.13
2022-10-11,4.22,4.22,4.17
2022-10-12,4.28,4.3,4.22
2022-10-13,4.31,4.32,4.28
2022-10-14,4.32,4.35,4.33
2022-10-17,4.37,4.4,4.3
2022-10-18,4.35,4.41,4.41
2022-10-19,4.34,4.38,4.35
2022-10-20,4.37,4.39,4.32
2022-10-21,4.41,4.42,4.36
2022-10-24,4.37,4.46,4.4
2022-10-25,4.38,4.4,4.39
2022-10-26,4.43,4.45,4.35
2022-10-27,4.41,4.46,4.45
2022-10-28,4.31,4.43,4.42
2022-10-31,4.53,4.61,4.44
2022-11-01,4.55,4.56,4.51
2022-11-02,4.53,4.56,4.55
2022-11-03,4.54,4.56,4.52
2022-11-04,4.57,4.6,4.54
2022-11-07,4.52,4.58,4.57
2022-11-08,4.52,4.55,4.55
2022-11-09,4.51,4.54,4.52
2022-11-10,4.51,4.53,4.49
2022-11-11,4.55,4.58,4.56
2022-11-14,4.58,4.61,4.55
2022-11-15,4.56,4.6,4.59
2022-11-16,4.55,4.6,4.56
2022-11-17,4.59,4.6,4.55
2022-11-18,4.56,4.61,4.58
2022-11-21,4.52,4.57,4.57
2022-11-22,4.6,4.74,4.52
2022-11-23,4.68,4.76,4.58
2022-11-24,4.56,4.67,4.64
2022-11-25,4.68,4.71,4.58
2022-11-28,4.65,4.67,4.65
2022-11-29,4.7,4.72,4.65
2022-11-30,4.7,4.72,4.69
2022-12-01,4.67,4.74,4.68
2022-12-02,4.67,4.68,4.66
2022-12-05,4.85,4.89,4.7
2022-12-06,4.85,4.9,4.8
2022-12-07,4.79,4.85,4.85
2022-12-08,4.74,4.81,4.8
2022-12-09,4.79,4.8,4.75
2022-12-12,4.72,4.8,4.8
2022-12-13,4.74,4.76,4.72
2022-12-14,4.71,4.75,4.74
2022-12-15,4.69,4.72,4.71
2022-12-16,4.84,4.87,4.66
2022-12-19,4.74,4.87,4.82
2022-12-20,4.81,4.85,4.77
2022-12-21,4.78,4.83,4.8
2022-12-22,4.67,4.8,4.75
2022-12-23,4.75,4.76,4.69
2022-12-26,4.81,4.83,4.73
2022-12-27,4.82,4.87,4.84
2022-12-28,4.82,4.85,4.84
2022-12-29,4.74,4.83,4.8
2022-12-30,4.79,4.82,4.76
2023-01-03,4.83,4.85,4.79
2023-01-04,4.83,4.85,4.85
2023-01-05,4.76,4.83,4.83
","date,20日,open
2022-04-29,4.183395670995671,4.24
2022-05-05,4.19101645021645,4.33
2022-05-06,4.207707792207792,4.36
2022-05-09,4.231324675324675,4.33
2022-05-10,4.261715151515152,4.31
2022-05-11,4.294149783549782,4.37
2022-05-12,4.329433766233765,4.38
2022-05-13,4.360038528138527,4.4
2022-05-16,4.382458008658008,4.4
2022-05-17,4.3970887445887445,4.38
2022-05-18,4.4009883116883115,4.38
2022-05-19,4.404302597402598,4.34
2022-05-20,4.4116978354978365,4.4
2022-05-23,4.4201099567099575,4.43
2022-05-24,4.419681385281384,4.44
2022-05-25,4.414025108225108,4.36
2022-05-26,4.410352813852813,4.39
2022-05-27,4.410860173160173,4.41
2022-05-30,4.413216883116883,4.44
2022-05-31,4.431708658008658,4.42
2022-06-01,4.456085714285715,4.54
2022-06-02,4.503224242424242,4.51
2022-06-06,4.5610930735930735,4.73
2022-06-07,4.612625974025974,4.7
2022-06-08,4.649223376623377,4.64
2022-06-09,4.665994805194806,4.6
2022-06-10,4.688754112554113,4.55
2022-06-13,4.70471341991342,4.67
2022-06-14,4.721789610389609,4.61
2022-06-15,4.733581818181818,4.7
2022-06-16,4.736019480519481,4.74
2022-06-17,4.733514285714287,4.67
2022-06-20,4.722038528138528,4.66
2022-06-21,4.707105627705628,4.65
2022-06-22,4.680578787878789,4.64
2022-06-23,4.651517748917749,4.54
2022-06-24,4.623283982683984,4.59
2022-06-27,4.596901298701299,4.57
2022-06-28,4.5778008658008655,4.56
2022-06-29,4.560865367965367,4.6
2022-06-30,4.54494632034632,4.55
2022-07-01,4.529237662337662,4.55
2022-07-04,4.510952380952381,4.51
2022-07-05,4.489747186147187,4.48
2022-07-06,4.465618614718615,4.44
2022-07-07,4.439967532467532,4.41
2022-07-08,4.417033766233766,4.4
2022-07-11,4.399380086580086,4.41
2022-07-12,4.386128138528138,4.42
2022-07-13,4.379704329004328,4.44
2022-07-14,4.378629870129869,4.44
2022-07-15,4.378454978354979,4.43
2022-07-18,4.38789393939394,4.41
2022-07-19,4.388285281385282,4.38
2022-07-20,4.389755411255412,4.36
2022-07-21,4.390914718614718,4.4
2022-07-22,4.391116883116882,4.43
2022-07-25,4.390184848484847,4.4
2022-07-26,4.390466666666666,4.36
2022-07-27,4.3906735930735925,4.42
2022-07-28,4.39325974025974,4.4
2022-07-29,4.394441125541126,4.43
2022-08-01,4.397091341991343,4.37
2022-08-02,4.394289177489178,4.4
2022-08-03,4.383643722943724,4.34
2022-08-04,4.367824675324675,4.32
2022-08-05,4.362621212121212,4.33
2022-08-08,4.364535497835497,4.44
2022-08-09,4.370038095238095,4.43
2022-08-10,4.3756792207792214,4.38
2022-08-11,4.385719913419914,4.4
2022-08-12,4.398316017316017,4.44
2022-08-15,4.4111021645021635,4.45
2022-08-16,4.422172294372293,4.45
2022-08-17,4.4312341991342,4.44
2022-08-18,4.435654545454546,4.43
2022-08-19,4.435632900432901,4.42
2022-08-22,4.435189177489178,4.41
2022-08-23,4.430453246753248,4.43
2022-08-24,4.4147380952380955,4.41
2022-08-25,4.393096969696971,4.32
2022-08-26,4.372563203463203,4.34
2022-08-29,4.3580129870129864,4.33
2022-08-30,4.357267532467533,4.4
2022-08-31,4.364468831168831,4.42
2022-09-01,4.3652402597402595,4.4
2022-09-02,4.369383982683983,4.36
2022-09-05,4.375270995670997,4.42
2022-09-06,4.385831168831169,4.43
2022-09-07,4.40012380952381,4.43
2022-09-08,4.414636796536797,4.44
2022-09-09,4.429432900432902,4.44
2022-09-13,4.440377922077923,4.46
2022-09-14,4.442216450216451,4.4
2022-09-15,4.436043722943724,4.4
2022-09-16,4.4125277056277055,4.37
2022-09-19,4.373078787878788,4.27
2022-09-20,4.326470995670995,4.23
2022-09-21,4.2834792207792205,4.2
2022-09-22,4.244054112554112,4.22
2022-09-23,4.214816017316016,4.24
2022-09-26,4.188285281385281,4.22
2022-09-27,4.170295238095237,4.19
2022-09-28,4.155899134199134,4.22
2022-09-29,4.141154545454546,4.17
2022-09-30,4.131054112554113,4.12
2022-10-10,4.124447619047619,4.13
2022-10-11,4.128553246753246,4.17
2022-10-12,4.146080519480519,4.22
2022-10-13,4.1744541125541135,4.28
2022-10-14,4.208668831168832,4.33
2022-10-17,4.248916883116883,4.3
2022-10-18,4.287275324675325,4.41
2022-10-19,4.320485281385283,4.35
2022-10-20,4.350448917748919,4.32
2022-10-21,4.3788670995671,4.36
2022-10-24,4.399658874458875,4.4
2022-10-25,4.4133844155844155,4.39
2022-10-26,4.42545670995671,4.35
2022-10-27,4.433255411255411,4.45
2022-10-28,4.4275294372294365,4.42
2022-10-31,4.4357207792207785,4.44
2022-11-01,4.455435064935064,4.51
2022-11-02,4.480087878787878,4.55
2022-11-03,4.506633333333333,4.52
2022-11-04,4.5318623376623375,4.54
2022-11-07,4.549733766233766,4.57
2022-11-08,4.561470129870129,4.55
2022-11-09,4.566494805194805,4.52
2022-11-10,4.566427705627705,4.49
2022-11-11,4.567398701298701,4.56
2022-11-14,4.569955844155844,4.55
2022-11-15,4.571593506493507,4.59
2022-11-16,4.571445454545455,4.56
2022-11-17,4.573891341991342,4.55
2022-11-18,4.575082683982683,4.58
2022-11-21,4.5717610389610375,4.57
2022-11-22,4.573752813852813,4.52
2022-11-23,4.587430735930736,4.58
2022-11-24,4.59558354978355,4.64
2022-11-25,4.611158874458875,4.58
2022-11-28,4.626179653679654,4.65
2022-11-29,4.64497445887446,4.65
2022-11-30,4.666359307359308,4.69
2022-12-01,4.682539826839827,4.68
2022-12-02,4.694264502164502,4.66
2022-12-05,4.72024025974026,4.7
2022-12-06,4.753753246753248,4.8
2022-12-07,4.783416883116885,4.85
2022-12-08,4.801951948051949,4.8
2022-12-09,4.813081385281386,4.75
2022-12-12,4.812364069264069,4.8
2022-12-13,4.8065341991342,4.72
2022-12-14,4.794759307359307,4.74
2022-12-15,4.776935064935064,4.71
2022-12-16,4.772242424242424,4.66
2022-12-19,4.765018181818181,4.82
2022-12-20,4.765326406926407,4.77
2022-12-21,4.768209523809523,4.8
2022-12-22,4.759538095238095,4.75
2022-12-23,4.7533419913419905,4.69
2022-12-26,4.755368398268398,4.73
2022-12-27,4.764871428571429,4.84
2022-12-28,4.779523809523811,4.84
2022-12-29,4.78533852813853,4.8
2022-12-30,4.788006926406927,4.76
2023-01-03,4.794292207792209,4.79
2023-01-04,4.803064935064935,4.85
2023-01-05,4.80680173160173,4.83
"
1660,CN,technical,"中科曙光2021年10月03日至2021年11月01日, 价格突破5日简单移动平均线有多少次？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",2.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-09-27,27.82,27.6,27.77
2021-09-28,27.3,27.09,27.7
2021-09-29,26.61,26.52,27.23
2021-09-30,26.82,26.6,26.6
2021-10-08,27.38,27.0,27.1
2021-10-11,27.68,27.42,27.42
2021-10-12,27.57,27.27,27.69
2021-10-13,27.67,27.3,27.68
2021-10-14,27.68,27.53,27.67
2021-10-15,28.19,27.8,27.8
2021-10-18,27.91,27.76,28.19
2021-10-19,27.84,27.79,27.92
2021-10-20,27.06,26.83,28.15
2021-10-21,27.5,26.86,26.86
2021-10-22,27.85,27.31,27.33
2021-10-25,27.87,27.53,27.85
2021-10-26,28.11,27.69,27.87
2021-10-27,27.3,26.99,28.15
2021-10-28,27.19,27.0,27.3
2021-10-29,27.47,27.11,27.25
2021-11-01,27.88,27.23,27.32
","date,5日,close
2021-10-08,27.186,27.38
2021-10-11,27.158000000000005,27.68
2021-10-12,27.212,27.57
2021-10-13,27.424,27.67
2021-10-14,27.596000000000004,27.68
2021-10-15,27.758000000000003,28.19
2021-10-18,27.804000000000002,27.91
2021-10-19,27.858000000000004,27.84
2021-10-20,27.736,27.06
2021-10-21,27.7,27.5
2021-10-22,27.631999999999998,27.85
2021-10-25,27.624000000000002,27.87
2021-10-26,27.678000000000004,28.11
2021-10-27,27.726,27.3
2021-10-28,27.663999999999998,27.19
2021-10-29,27.588,27.47
2021-11-01,27.589999999999996,27.88
"
1661,CN,technical,国泰海通在2022年02月16日到2022年09月22日期间，收盘价跌破20日简单移动平均线共几次？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-01-13,17.79,17.78,18.04
2022-01-14,17.24,17.17,17.69
2022-01-17,17.29,17.15,17.22
2022-01-18,17.48,17.22,17.3
2022-01-19,17.85,17.44,17.44
2022-01-20,18.54,17.85,17.85
2022-01-21,18.37,18.28,18.4
2022-01-24,18.37,18.14,18.28
2022-01-25,17.95,17.92,18.28
2022-01-26,18.62,18.0,18.0
2022-01-27,18.1,17.99,18.39
2022-01-28,17.63,17.55,18.18
2022-02-07,17.98,17.76,17.88
2022-02-08,18.41,17.88,17.91
2022-02-09,18.31,18.2,18.37
2022-02-10,18.37,18.19,18.29
2022-02-11,18.35,18.25,18.29
2022-02-14,17.66,17.55,18.2
2022-02-15,17.65,17.51,17.68
2022-02-16,17.63,17.57,17.73
2022-02-17,17.41,17.35,17.59
2022-02-18,17.59,17.26,17.3
2022-02-21,17.59,17.44,17.59
2022-02-22,17.2,17.12,17.41
2022-02-23,17.3,17.16,17.2
2022-02-24,16.7,16.6,17.15
2022-02-25,16.7,16.63,16.8
2022-02-28,16.69,16.57,16.7
2022-03-01,16.75,16.62,16.74
2022-03-02,16.7,16.61,16.64
2022-03-03,16.79,16.72,16.78
2022-03-04,16.64,16.55,16.69
2022-03-07,16.26,16.24,16.58
2022-03-08,15.9,15.89,16.35
2022-03-09,15.49,15.12,15.94
2022-03-10,15.48,15.46,15.79
2022-03-11,15.69,15.0,15.25
2022-03-14,15.39,15.37,15.42
2022-03-15,14.84,14.83,15.36
2022-03-16,15.5,14.8,15.02
2022-03-17,15.43,15.4,15.7
2022-03-18,15.56,15.4,15.44
2022-03-21,15.48,15.37,15.59
2022-03-22,15.55,15.36,15.4
2022-03-23,15.55,15.44,15.56
2022-03-24,15.41,15.4,15.48
2022-03-25,15.34,15.32,15.43
2022-03-28,15.39,15.15,15.25
2022-03-29,15.33,15.28,15.4
2022-03-30,15.67,15.37,15.37
2022-03-31,15.71,15.6,15.65
2022-04-01,15.9,15.6,15.64
2022-04-06,15.91,15.78,15.82
2022-04-07,15.6,15.6,15.9
2022-04-08,15.86,15.54,15.65
2022-04-11,15.45,15.38,15.79
2022-04-12,15.79,15.38,15.45
2022-04-13,15.65,15.64,15.75
2022-04-14,15.85,15.72,15.77
2022-04-15,15.83,15.7,15.73
2022-04-18,15.54,15.44,15.7
2022-04-19,15.44,15.38,15.54
2022-04-20,15.3,15.25,15.47
2022-04-21,15.21,15.16,15.25
2022-04-22,15.23,15.17,15.17
2022-04-25,14.71,14.7,14.92
2022-04-26,14.26,14.19,14.74
2022-04-27,14.36,14.09,14.15
2022-04-28,14.15,13.97,14.3
2022-04-29,14.6,14.24,14.54
2022-05-05,14.33,14.32,14.39
2022-05-06,14.08,14.06,14.11
2022-05-09,14.04,13.94,14.02
2022-05-10,14.13,13.83,13.91
2022-05-11,14.19,14.1,14.12
2022-05-12,14.14,14.07,14.13
2022-05-13,14.24,14.15,14.2
2022-05-16,14.16,14.13,14.35
2022-05-17,14.2,14.06,14.17
2022-05-18,14.2,14.15,14.25
2022-05-19,14.17,14.02,14.09
2022-05-20,14.38,14.21,14.22
2022-05-23,14.4,14.25,14.39
2022-05-24,14.1,14.08,14.39
2022-05-25,14.18,14.07,14.11
2022-05-26,14.34,14.11,14.23
2022-05-27,14.43,14.32,14.4
2022-05-30,14.42,14.32,14.41
2022-05-31,14.49,14.34,14.42
2022-06-01,14.42,14.37,14.51
2022-06-02,14.48,14.33,14.42
2022-06-06,14.67,14.39,14.42
2022-06-07,14.66,14.6,14.65
2022-06-08,14.79,14.64,14.68
2022-06-09,14.75,14.67,14.8
2022-06-10,14.98,14.59,14.67
2022-06-13,14.78,14.68,14.82
2022-06-14,15.3,14.53,14.66
2022-06-15,15.67,15.35,15.35
2022-06-16,15.19,15.18,15.67
2022-06-17,15.16,14.94,15.08
2022-06-20,15.01,15.01,15.13
2022-06-21,15.08,14.93,15.04
2022-06-22,14.88,14.87,15.07
2022-06-23,15.23,14.85,14.85
2022-06-24,15.2,15.12,15.24
2022-06-27,15.17,15.13,15.31
2022-06-28,15.26,15.07,15.14
2022-06-29,15.12,15.11,15.27
2022-06-30,15.2,15.12,15.12
2022-07-01,15.1,15.06,15.18
2022-07-04,15.15,14.96,15.1
2022-07-05,15.08,15.0,15.15
2022-07-06,14.98,14.96,15.06
2022-07-07,15.09,15.01,15.06
2022-07-08,15.17,15.13,15.15
2022-07-11,15.14,15.12,15.17
2022-07-12,15.22,15.14,15.14
2022-07-13,15.18,15.15,15.22
2022-07-14,15.0,14.93,15.15
2022-07-15,13.92,13.92,14.4
2022-07-18,14.25,13.94,14.01
2022-07-19,14.36,14.15,14.29
2022-07-20,14.38,14.34,14.36
2022-07-21,14.25,14.24,14.37
2022-07-22,14.41,14.26,14.33
2022-07-25,14.49,14.33,14.41
2022-07-26,14.47,14.44,14.47
2022-07-27,14.37,14.36,14.47
2022-07-28,14.53,14.46,14.46
2022-07-29,14.45,14.41,14.51
2022-08-01,14.37,14.27,14.44
2022-08-02,14.08,13.89,14.26
2022-08-03,13.95,13.92,14.06
2022-08-04,14.05,14.01,14.08
2022-08-05,14.27,14.01,14.12
2022-08-08,14.29,14.2,14.23
2022-08-09,14.26,14.25,14.26
2022-08-10,14.25,14.18,14.29
2022-08-11,14.68,14.29,14.31
2022-08-12,14.6,14.53,14.55
2022-08-15,14.61,14.51,14.56
2022-08-16,14.56,14.5,14.61
2022-08-17,14.71,14.51,14.58
2022-08-18,14.58,14.57,14.63
2022-08-19,14.56,14.56,14.58
2022-08-22,14.6,14.48,14.51
2022-08-23,14.66,14.54,14.62
2022-08-24,14.48,14.45,14.64
2022-08-25,14.73,14.5,14.5
2022-08-26,14.72,14.63,14.78
2022-08-29,14.68,14.53,14.65
2022-08-30,14.68,14.61,14.75
2022-08-31,14.79,14.65,14.69
2022-09-01,14.73,14.71,14.77
2022-09-02,14.62,14.55,14.68
2022-09-05,14.84,14.57,14.61
2022-09-06,14.92,14.81,14.86
2022-09-07,14.88,14.82,14.9
2022-09-08,14.84,14.82,14.9
2022-09-09,15.07,14.83,14.87
2022-09-13,14.97,14.93,15.12
2022-09-14,14.81,14.71,14.8
2022-09-15,14.87,14.71,14.85
2022-09-16,14.12,14.11,14.84
2022-09-19,14.11,14.03,14.12
2022-09-20,14.18,14.12,14.15
2022-09-21,14.21,14.08,14.18
2022-09-22,14.25,14.16,14.18
","date,20日,close
2022-02-16,17.979499999999998,17.63
2022-02-17,17.9605,17.41
2022-02-18,17.978,17.59
2022-02-21,17.993000000000002,17.59
2022-02-22,17.979,17.2
2022-02-23,17.951500000000003,17.3
2022-02-24,17.8595,16.7
2022-02-25,17.776,16.7
2022-02-28,17.692,16.69
2022-03-01,17.631999999999998,16.75
2022-03-02,17.536,16.7
2022-03-03,17.470499999999998,16.79
2022-03-04,17.421,16.64
2022-03-07,17.335,16.26
2022-03-08,17.2095,15.9
2022-03-09,17.0685,15.49
2022-03-10,16.924,15.48
2022-03-11,16.791000000000004,15.69
2022-03-14,16.677500000000002,15.39
2022-03-15,16.537,14.84
2022-03-16,16.430500000000002,15.5
2022-03-17,16.3315,15.43
2022-03-18,16.23,15.56
2022-03-21,16.1245,15.48
2022-03-22,16.042,15.55
2022-03-23,15.9545,15.55
2022-03-24,15.89,15.41
2022-03-25,15.822,15.34
2022-03-28,15.757000000000001,15.39
2022-03-29,15.686000000000002,15.33
2022-03-30,15.6345,15.67
2022-03-31,15.5805,15.71
2022-04-01,15.5435,15.9
2022-04-06,15.526,15.91
2022-04-07,15.511000000000001,15.6
2022-04-08,15.529499999999999,15.86
2022-04-11,15.528000000000002,15.45
2022-04-12,15.532999999999998,15.79
2022-04-13,15.546000000000001,15.65
2022-04-14,15.5965,15.85
2022-04-15,15.613,15.83
2022-04-18,15.618500000000001,15.54
2022-04-19,15.6125,15.44
2022-04-20,15.6035,15.3
2022-04-21,15.586499999999997,15.21
2022-04-22,15.570500000000001,15.23
2022-04-25,15.535499999999999,14.71
2022-04-26,15.4815,14.26
2022-04-27,15.429999999999998,14.36
2022-04-28,15.371,14.15
2022-04-29,15.317499999999999,14.6
2022-05-05,15.248500000000002,14.33
2022-05-06,15.157500000000002,14.08
2022-05-09,15.063999999999998,14.04
2022-05-10,14.990499999999997,14.13
2022-05-11,14.907000000000002,14.19
2022-05-12,14.841500000000002,14.14
2022-05-13,14.764000000000001,14.24
2022-05-16,14.689499999999999,14.16
2022-05-17,14.607,14.2
2022-05-18,14.525500000000003,14.2
2022-05-19,14.456999999999999,14.17
2022-05-20,14.404,14.38
2022-05-23,14.359,14.4
2022-05-24,14.3035,14.1
2022-05-25,14.251,14.18
2022-05-26,14.232500000000002,14.34
2022-05-27,14.241000000000003,14.43
2022-05-30,14.244,14.42
2022-05-31,14.261,14.49
2022-06-01,14.252,14.42
2022-06-02,14.259500000000003,14.48
2022-06-06,14.288999999999998,14.67
2022-06-07,14.320000000000002,14.66
2022-06-08,14.352999999999998,14.79
2022-06-09,14.380999999999997,14.75
2022-06-10,14.422999999999998,14.98
2022-06-13,14.45,14.78
2022-06-14,14.507,15.3
2022-06-15,14.5805,15.67
2022-06-16,14.629999999999999,15.19
2022-06-17,14.6795,15.16
2022-06-20,14.711000000000002,15.01
2022-06-21,14.745,15.08
2022-06-22,14.784,14.88
2022-06-23,14.836500000000001,15.23
2022-06-24,14.879499999999998,15.2
2022-06-27,14.9165,15.17
2022-06-28,14.9585,15.26
2022-06-29,14.99,15.12
2022-06-30,15.029,15.2
2022-07-01,15.059999999999999,15.1
2022-07-04,15.084,15.15
2022-07-05,15.104999999999999,15.08
2022-07-06,15.114500000000001,14.98
2022-07-07,15.131499999999999,15.09
2022-07-08,15.141,15.17
2022-07-11,15.158999999999997,15.14
2022-07-12,15.155000000000001,15.22
2022-07-13,15.130500000000001,15.18
2022-07-14,15.121,15.0
2022-07-15,15.059000000000001,13.92
2022-07-18,15.021,14.25
2022-07-19,14.985,14.36
2022-07-20,14.959999999999999,14.38
2022-07-21,14.910999999999998,14.25
2022-07-22,14.871500000000001,14.41
2022-07-25,14.8375,14.49
2022-07-26,14.797999999999998,14.47
2022-07-27,14.760499999999999,14.37
2022-07-28,14.727,14.53
2022-07-29,14.6945,14.45
2022-08-01,14.6555,14.37
2022-08-02,14.605500000000001,14.08
2022-08-03,14.553999999999998,13.95
2022-08-04,14.502,14.05
2022-08-05,14.456999999999999,14.27
2022-08-08,14.4145,14.29
2022-08-09,14.366499999999998,14.26
2022-08-10,14.319999999999999,14.25
2022-08-11,14.303999999999998,14.68
2022-08-12,14.338,14.6
2022-08-15,14.355999999999998,14.61
2022-08-16,14.366,14.56
2022-08-17,14.382500000000002,14.71
2022-08-18,14.399000000000001,14.58
2022-08-19,14.4065,14.56
2022-08-22,14.412,14.6
2022-08-23,14.4215,14.66
2022-08-24,14.427000000000001,14.48
2022-08-25,14.437000000000001,14.73
2022-08-26,14.4505,14.72
2022-08-29,14.466,14.68
2022-08-30,14.496,14.68
2022-08-31,14.538,14.79
2022-09-01,14.572,14.73
2022-09-02,14.589500000000001,14.62
2022-09-05,14.617,14.84
2022-09-06,14.65,14.92
2022-09-07,14.6815,14.88
2022-09-08,14.6895,14.84
2022-09-09,14.713,15.07
2022-09-13,14.731,14.97
2022-09-14,14.743500000000001,14.81
2022-09-15,14.751499999999998,14.87
2022-09-16,14.7285,14.12
2022-09-19,14.706,14.11
2022-09-20,14.684999999999999,14.18
2022-09-21,14.6625,14.21
2022-09-22,14.651,14.25
"
1662,CN,technical,2024年04月04日至2024年04月16日，宁沪高速股价突破10日简单移动平均线的次数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,1.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2024-03-22,11.4,11.35,11.48
2024-03-25,11.64,11.36,11.4
2024-03-26,11.78,11.61,11.65
2024-03-27,11.75,11.68,11.76
2024-03-28,11.77,11.68,11.75
2024-03-29,11.64,11.41,11.64
2024-04-01,11.3,11.23,11.56
2024-04-02,11.29,11.25,11.28
2024-04-03,11.22,11.16,11.33
2024-04-08,11.33,11.15,11.19
2024-04-09,11.33,11.27,11.31
2024-04-10,11.53,11.33,11.34
2024-04-11,11.79,11.45,11.49
2024-04-12,11.69,11.61,11.75
2024-04-15,12.05,11.73,11.75
2024-04-16,12.01,11.9,12.09
","date,10日,close
2024-04-08,11.512,11.33
2024-04-09,11.504999999999999,11.33
2024-04-10,11.494,11.53
2024-04-11,11.495,11.79
2024-04-12,11.488999999999999,11.69
2024-04-15,11.517,12.05
2024-04-16,11.553999999999998,12.01
"
1663,CN,technical,在2021年11月21日-2022年02月15日，泸州老窖的价格有多少次跌破10日简单移动平均线？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-11-09,226.97,226.57,231.0
2021-11-10,219.05,216.1,229.05
2021-11-11,218.8,213.0,218.93
2021-11-12,210.0,206.7,219.77
2021-11-15,211.46,208.8,212.0
2021-11-16,221.8,212.97,214.0
2021-11-17,222.63,219.23,220.51
2021-11-18,223.15,219.45,221.7
2021-11-19,230.53,221.05,221.05
2021-11-22,227.48,226.58,230.52
2021-11-23,226.05,224.23,226.0
2021-11-24,234.95,227.41,228.0
2021-11-25,234.94,234.2,236.0
2021-11-26,233.68,231.01,234.95
2021-11-29,235.5,229.5,231.3
2021-11-30,230.05,229.46,234.8
2021-12-01,232.11,229.0,233.29
2021-12-02,237.18,231.0,232.11
2021-12-03,252.3,238.2,238.2
2021-12-06,244.38,244.1,254.5
2021-12-07,246.47,245.0,247.13
2021-12-08,252.87,243.51,245.03
2021-12-09,253.3,252.0,254.97
2021-12-10,252.17,247.33,250.79
2021-12-13,254.43,254.3,257.0
2021-12-14,260.4,252.2,253.16
2021-12-15,261.22,255.8,260.38
2021-12-16,257.88,249.0,261.08
2021-12-17,248.51,247.6,256.81
2021-12-20,247.65,246.21,246.97
2021-12-21,248.0,242.9,246.76
2021-12-22,252.28,247.01,248.7
2021-12-23,263.0,251.51,252.75
2021-12-24,261.2,259.11,262.99
2021-12-27,261.19,257.11,259.39
2021-12-28,260.8,259.29,260.74
2021-12-29,243.0,241.93,262.07
2021-12-30,254.0,245.11,245.33
2021-12-31,253.87,248.3,254.0
2022-01-04,250.64,243.06,253.0
2022-01-05,247.87,244.22,248.0
2022-01-06,241.75,235.6,247.46
2022-01-07,236.68,232.33,239.98
2022-01-10,237.2,227.75,233.0
2022-01-11,231.0,230.02,236.33
2022-01-12,230.16,228.29,233.0
2022-01-13,224.0,223.58,230.6
2022-01-14,227.15,224.0,224.0
2022-01-17,229.68,222.26,226.9
2022-01-18,235.72,227.6,229.97
2022-01-19,229.89,226.66,236.1
2022-01-20,236.2,228.0,229.55
2022-01-21,236.85,233.5,234.86
2022-01-24,232.9,230.86,234.0
2022-01-25,226.99,226.99,232.41
2022-01-26,228.03,222.22,226.99
2022-01-27,224.5,224.08,229.6
2022-01-28,216.31,214.21,225.24
2022-02-07,214.45,212.0,221.5
2022-02-08,208.36,200.0,214.01
2022-02-09,214.18,205.18,208.1
2022-02-10,213.4,207.41,213.0
2022-02-11,216.18,209.28,212.52
2022-02-14,219.4,213.0,214.0
2022-02-15,224.01,219.12,221.76
","date,10日,close
2021-11-22,221.18699999999998,227.48
2021-11-23,221.09499999999997,226.05
2021-11-24,222.685,234.95
2021-11-25,224.29900000000004,234.94
2021-11-26,226.667,233.68
2021-11-29,229.071,235.5
2021-11-30,229.89600000000002,230.05
2021-12-01,230.84399999999997,232.11
2021-12-02,232.247,237.18
2021-12-03,234.42399999999998,252.3
2021-12-06,236.11399999999998,244.38
2021-12-07,238.15600000000003,246.47
2021-12-08,239.948,252.87
2021-12-09,241.78400000000002,253.3
2021-12-10,243.63299999999998,252.17
2021-12-13,245.526,254.43
2021-12-14,248.56099999999998,260.4
2021-12-15,251.47200000000004,261.22
2021-12-16,253.542,257.88
2021-12-17,253.163,248.51
2021-12-20,253.49,247.65
2021-12-21,253.64299999999997,248.0
2021-12-22,253.584,252.28
2021-12-23,254.554,263.0
2021-12-24,255.45700000000002,261.2
2021-12-27,256.133,261.19
2021-12-28,256.17300000000006,260.8
2021-12-29,254.35100000000003,243.0
2021-12-30,253.96300000000002,254.0
2021-12-31,254.49900000000002,253.87
2022-01-04,254.798,250.64
2022-01-05,254.785,247.87
2022-01-06,253.73199999999997,241.75
2022-01-07,251.1,236.68
2022-01-10,248.7,237.2
2022-01-11,245.68099999999998,231.0
2022-01-12,242.61700000000002,230.16
2022-01-13,240.717,224.0
2022-01-14,238.032,227.15
2022-01-17,235.613,229.68
2022-01-18,234.121,235.72
2022-01-19,232.323,229.89
2022-01-20,231.76800000000003,236.2
2022-01-21,231.785,236.85
2022-01-24,231.35500000000002,232.9
2022-01-25,230.954,226.99
2022-01-26,230.74100000000004,228.03
2022-01-27,230.79100000000003,224.5
2022-01-28,229.70700000000002,216.31
2022-02-07,228.18400000000003,214.45
2022-02-08,225.448,208.36
2022-02-09,223.877,214.18
2022-02-10,221.59700000000004,213.4
2022-02-11,219.53000000000003,216.18
2022-02-14,218.18,219.4
2022-02-15,217.882,224.01
"
1664,CN,technical,统计科伦药业从2022年02月10日到2022年08月08日，股价突破10日简单移动平均线的总次数。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,13.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-01-21,20.19,19.95,21.55
2022-01-24,19.1,19.03,19.45
2022-01-25,18.35,18.33,19.25
2022-01-26,18.12,18.08,18.45
2022-01-27,17.46,17.29,18.11
2022-01-28,17.55,17.28,17.58
2022-02-07,17.7,17.53,17.7
2022-02-08,17.87,17.59,17.71
2022-02-09,18.02,17.77,17.88
2022-02-10,17.95,17.85,18.1
2022-02-11,17.83,17.72,18.1
2022-02-14,18.04,17.73,17.8
2022-02-15,17.86,17.77,18.04
2022-02-16,17.8,17.75,18.0
2022-02-17,17.64,17.41,17.8
2022-02-18,17.7,17.41,17.57
2022-02-21,17.79,17.58,17.69
2022-02-22,17.68,17.58,17.67
2022-02-23,17.71,17.61,17.69
2022-02-24,17.46,17.36,17.61
2022-02-25,17.52,17.47,17.5
2022-02-28,17.37,17.21,17.43
2022-03-01,17.39,17.33,17.36
2022-03-02,17.56,17.29,17.39
2022-03-03,17.74,17.51,17.59
2022-03-04,17.88,17.63,17.68
2022-03-07,17.66,17.56,17.8
2022-03-08,16.4,16.3,17.7
2022-03-09,15.9,15.36,16.51
2022-03-10,16.6,16.15,16.15
2022-03-11,16.75,16.14,16.41
2022-03-14,16.65,16.6,16.8
2022-03-15,15.61,15.5,16.4
2022-03-16,16.02,15.17,16.11
2022-03-17,17.61,16.4,16.51
2022-03-18,17.2,16.82,17.0
2022-03-21,17.23,16.81,17.1
2022-03-22,16.81,16.71,17.02
2022-03-23,16.93,16.73,16.78
2022-03-24,17.35,16.66,16.91
2022-03-25,16.88,16.85,17.31
2022-03-28,16.77,16.45,16.8
2022-03-29,16.97,16.7,16.8
2022-03-30,17.25,16.75,16.99
2022-03-31,17.33,17.1,17.18
2022-04-01,17.28,17.0,17.14
2022-04-06,17.41,17.27,17.33
2022-04-07,16.91,16.9,17.3
2022-04-08,16.75,16.52,16.99
2022-04-11,16.4,16.33,16.81
2022-04-12,16.39,15.88,16.35
2022-04-13,16.0,15.91,16.39
2022-04-14,16.26,16.0,16.13
2022-04-15,16.15,16.05,16.26
2022-04-18,16.26,15.78,16.09
2022-04-19,16.93,16.34,16.44
2022-04-20,16.73,16.7,16.85
2022-04-21,16.18,16.11,16.69
2022-04-22,16.03,15.8,16.17
2022-04-25,15.05,14.88,15.98
2022-04-26,14.7,14.53,15.1
2022-04-27,15.99,14.8,14.88
2022-04-28,16.64,15.72,15.8
2022-04-29,16.95,16.5,16.52
2022-05-05,17.19,16.81,16.83
2022-05-06,16.93,16.83,16.95
2022-05-09,17.77,17.05,17.05
2022-05-10,17.78,17.41,17.59
2022-05-11,17.86,17.8,17.86
2022-05-12,17.94,17.71,17.79
2022-05-13,18.32,17.99,18.0
2022-05-16,17.95,17.73,18.94
2022-05-17,17.78,17.48,17.99
2022-05-18,17.73,17.66,17.87
2022-05-19,17.61,17.35,17.5
2022-05-20,17.59,17.46,17.66
2022-05-23,17.17,17.1,17.59
2022-05-24,16.62,16.62,17.17
2022-05-25,16.98,16.42,16.62
2022-05-26,17.87,16.8,16.96
2022-05-27,17.58,17.56,17.75
2022-05-30,17.36,17.18,17.66
2022-05-31,17.81,17.13,17.49
2022-06-01,17.5,17.46,17.63
2022-06-02,17.49,17.25,17.5
2022-06-06,18.23,17.41,17.52
2022-06-07,18.44,18.0,18.23
2022-06-08,18.68,18.2,18.28
2022-06-09,18.31,18.2,18.58
2022-06-10,18.62,18.17,18.2
2022-06-13,18.59,18.2,18.48
2022-06-14,18.92,18.38,18.46
2022-06-15,18.53,18.53,18.92
2022-06-16,18.83,18.55,18.6
2022-06-17,18.92,18.59,18.61
2022-06-20,19.26,18.78,18.98
2022-06-21,19.22,19.11,19.3
2022-06-22,19.16,19.1,19.2
2022-06-23,19.02,18.79,19.08
2022-06-24,19.42,18.98,18.99
2022-06-27,19.01,18.9,19.46
2022-06-28,19.18,18.77,19.1
2022-06-29,18.55,18.54,19.15
2022-06-30,18.7,18.59,18.65
2022-07-01,18.71,18.56,18.76
2022-07-04,19.08,18.62,18.65
2022-07-05,19.34,18.95,19.14
2022-07-06,19.18,19.02,19.2
2022-07-07,18.77,18.62,20.11
2022-07-08,19.74,18.7,18.77
2022-07-11,19.43,19.3,19.64
2022-07-12,19.0,18.93,19.59
2022-07-13,19.26,18.83,19.09
2022-07-14,18.72,18.68,19.01
2022-07-15,19.0,18.56,18.86
2022-07-18,19.44,18.85,19.13
2022-07-19,19.4,19.19,19.44
2022-07-20,20.02,19.35,19.49
2022-07-21,20.21,19.89,20.02
2022-07-22,20.68,20.26,20.26
2022-07-25,20.8,20.38,20.68
2022-07-26,20.68,20.61,20.88
2022-07-27,22.3,21.04,21.08
2022-07-28,22.62,22.25,22.31
2022-07-29,22.01,21.87,22.8
2022-08-01,21.86,21.71,22.2
2022-08-02,21.32,20.89,21.77
2022-08-03,21.63,21.37,21.37
2022-08-04,22.0,21.51,21.65
2022-08-05,22.21,21.78,22.02
2022-08-08,22.51,22.22,22.28
","date,10日,close
2022-02-10,18.231,17.95
2022-02-11,17.995,17.83
2022-02-14,17.889000000000003,18.04
2022-02-15,17.839999999999996,17.86
2022-02-16,17.808,17.8
2022-02-17,17.826,17.64
2022-02-18,17.841,17.7
2022-02-21,17.85,17.79
2022-02-22,17.831,17.68
2022-02-23,17.8,17.71
2022-02-24,17.750999999999998,17.46
2022-02-25,17.72,17.52
2022-02-28,17.653,17.37
2022-03-01,17.606,17.39
2022-03-02,17.582,17.56
2022-03-03,17.592000000000002,17.74
2022-03-04,17.61,17.88
2022-03-07,17.597,17.66
2022-03-08,17.469,16.4
2022-03-09,17.288,15.9
2022-03-10,17.202,16.6
2022-03-11,17.125,16.75
2022-03-14,17.053,16.65
2022-03-15,16.875,15.61
2022-03-16,16.721,16.02
2022-03-17,16.708,17.61
2022-03-18,16.64,17.2
2022-03-21,16.597,17.23
2022-03-22,16.637999999999998,16.81
2022-03-23,16.741,16.93
2022-03-24,16.816,17.35
2022-03-25,16.829,16.88
2022-03-28,16.841,16.77
2022-03-29,16.977,16.97
2022-03-30,17.1,17.25
2022-03-31,17.072,17.33
2022-04-01,17.08,17.28
2022-04-06,17.098,17.41
2022-04-07,17.107999999999997,16.91
2022-04-08,17.089999999999996,16.75
2022-04-11,16.994999999999997,16.4
2022-04-12,16.946,16.39
2022-04-13,16.869,16.0
2022-04-14,16.798,16.26
2022-04-15,16.688,16.15
2022-04-18,16.581,16.26
2022-04-19,16.546,16.93
2022-04-20,16.478,16.73
2022-04-21,16.405,16.18
2022-04-22,16.333000000000002,16.03
2022-04-25,16.198,15.05
2022-04-26,16.029,14.7
2022-04-27,16.028,15.99
2022-04-28,16.066,16.64
2022-04-29,16.146,16.95
2022-05-05,16.239,17.19
2022-05-06,16.238999999999997,16.93
2022-05-09,16.343,17.77
2022-05-10,16.503,17.78
2022-05-11,16.686,17.86
2022-05-12,16.975,17.94
2022-05-13,17.337,18.32
2022-05-16,17.532999999999998,17.95
2022-05-17,17.647,17.78
2022-05-18,17.725,17.73
2022-05-19,17.767,17.61
2022-05-20,17.833000000000002,17.59
2022-05-23,17.773000000000003,17.17
2022-05-24,17.657,16.62
2022-05-25,17.569,16.98
2022-05-26,17.562,17.87
2022-05-27,17.488,17.58
2022-05-30,17.429000000000002,17.36
2022-05-31,17.432000000000002,17.81
2022-06-01,17.409,17.5
2022-06-02,17.397,17.49
2022-06-06,17.461000000000002,18.23
2022-06-07,17.588,18.44
2022-06-08,17.794,18.68
2022-06-09,17.927,18.31
2022-06-10,18.002,18.62
2022-06-13,18.103,18.59
2022-06-14,18.259,18.92
2022-06-15,18.331,18.53
2022-06-16,18.464,18.83
2022-06-17,18.607000000000003,18.92
2022-06-20,18.71,19.26
2022-06-21,18.788,19.22
2022-06-22,18.836,19.16
2022-06-23,18.907000000000004,19.02
2022-06-24,18.987000000000002,19.42
2022-06-27,19.029000000000003,19.01
2022-06-28,19.055,19.18
2022-06-29,19.057,18.55
2022-06-30,19.044,18.7
2022-07-01,19.023,18.71
2022-07-04,19.005000000000003,19.08
2022-07-05,19.017000000000003,19.34
2022-07-06,19.019,19.18
2022-07-07,18.994,18.77
2022-07-08,19.026,19.74
2022-07-11,19.067999999999998,19.43
2022-07-12,19.05,19.0
2022-07-13,19.121000000000002,19.26
2022-07-14,19.123,18.72
2022-07-15,19.152,19.0
2022-07-18,19.188,19.44
2022-07-19,19.194,19.4
2022-07-20,19.278,20.02
2022-07-21,19.422,20.21
2022-07-22,19.516000000000002,20.68
2022-07-25,19.653,20.8
2022-07-26,19.821,20.68
2022-07-27,20.125,22.3
2022-07-28,20.514999999999997,22.62
2022-07-29,20.816,22.01
2022-08-01,21.058,21.86
2022-08-02,21.250000000000004,21.32
2022-08-03,21.411,21.63
2022-08-04,21.59,22.0
2022-08-05,21.743000000000002,22.21
2022-08-08,21.914,22.51
"
1665,CN,technical,"民生银行2022年07月24日至2023年02月14日, 价格突破30日加权移动平均线有多少次？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",10.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2022-06-14,3.89,3.82,3.9,3.83
2022-06-15,3.9,3.89,3.95,3.9
2022-06-16,3.89,3.87,3.91,3.9
2022-06-17,3.91,3.88,3.91,3.88
2022-06-20,3.91,3.89,3.92,3.91
2022-06-21,3.92,3.91,3.93,3.92
2022-06-22,3.9,3.9,3.94,3.93
2022-06-23,3.93,3.9,3.94,3.9
2022-06-24,3.7,3.69,3.74,3.72
2022-06-27,3.69,3.68,3.71,3.7
2022-06-28,3.7,3.68,3.7,3.69
2022-06-29,3.72,3.69,3.73,3.7
2022-06-30,3.72,3.71,3.74,3.72
2022-07-01,3.71,3.71,3.74,3.72
2022-07-04,3.7,3.68,3.72,3.71
2022-07-05,3.68,3.68,3.71,3.7
2022-07-06,3.67,3.65,3.69,3.69
2022-07-07,3.66,3.65,3.67,3.67
2022-07-08,3.68,3.66,3.68,3.67
2022-07-11,3.7,3.67,3.71,3.67
2022-07-12,3.72,3.69,3.73,3.69
2022-07-13,3.71,3.7,3.73,3.72
2022-07-14,3.68,3.66,3.71,3.7
2022-07-15,3.62,3.62,3.67,3.67
2022-07-18,3.67,3.62,3.67,3.62
2022-07-19,3.64,3.64,3.67,3.66
2022-07-20,3.64,3.63,3.66,3.65
2022-07-21,3.62,3.62,3.64,3.64
2022-07-22,3.63,3.61,3.64,3.63
2022-07-25,3.61,3.61,3.63,3.63
2022-07-26,3.63,3.61,3.63,3.61
2022-07-27,3.65,3.62,3.65,3.63
2022-07-28,3.66,3.64,3.66,3.65
2022-07-29,3.64,3.63,3.66,3.66
2022-08-01,3.61,3.61,3.64,3.63
2022-08-02,3.58,3.55,3.61,3.6
2022-08-03,3.61,3.57,3.64,3.58
2022-08-04,3.64,3.61,3.65,3.61
2022-08-05,3.68,3.63,3.68,3.64
2022-08-08,3.63,3.63,3.69,3.68
2022-08-09,3.61,3.61,3.64,3.64
2022-08-10,3.59,3.59,3.63,3.61
2022-08-11,3.65,3.59,3.65,3.6
2022-08-12,3.64,3.63,3.65,3.64
2022-08-15,3.62,3.62,3.66,3.64
2022-08-16,3.63,3.61,3.64,3.62
2022-08-17,3.66,3.63,3.66,3.64
2022-08-18,3.65,3.63,3.66,3.65
2022-08-19,3.63,3.61,3.66,3.64
2022-08-22,3.62,3.61,3.63,3.61
2022-08-23,3.6,3.6,3.62,3.62
2022-08-24,3.59,3.59,3.62,3.6
2022-08-25,3.6,3.59,3.61,3.59
2022-08-26,3.62,3.6,3.63,3.61
2022-08-29,3.58,3.57,3.61,3.6
2022-08-30,3.59,3.57,3.6,3.58
2022-08-31,3.6,3.58,3.62,3.59
2022-09-01,3.61,3.6,3.63,3.61
2022-09-02,3.62,3.61,3.63,3.62
2022-09-05,3.62,3.6,3.62,3.62
2022-09-06,3.63,3.61,3.64,3.62
2022-09-07,3.6,3.59,3.63,3.62
2022-09-08,3.59,3.59,3.61,3.6
2022-09-09,3.61,3.59,3.62,3.6
2022-09-13,3.62,3.61,3.63,3.62
2022-09-14,3.61,3.6,3.63,3.61
2022-09-15,3.62,3.6,3.63,3.61
2022-09-16,3.57,3.55,3.62,3.62
2022-09-19,3.51,3.5,3.57,3.57
2022-09-20,3.5,3.5,3.54,3.52
2022-09-21,3.51,3.47,3.52,3.5
2022-09-22,3.5,3.49,3.51,3.5
2022-09-23,3.52,3.49,3.52,3.5
2022-09-26,3.44,3.43,3.52,3.51
2022-09-27,3.44,3.41,3.45,3.44
2022-09-28,3.42,3.4,3.45,3.43
2022-09-29,3.38,3.37,3.44,3.43
2022-09-30,3.39,3.38,3.41,3.38
2022-10-10,3.4,3.38,3.44,3.39
2022-10-11,3.42,3.4,3.42,3.41
2022-10-12,3.43,3.39,3.43,3.41
2022-10-13,3.4,3.39,3.42,3.41
2022-10-14,3.42,3.4,3.44,3.41
2022-10-17,3.41,3.39,3.42,3.41
2022-10-18,3.4,3.39,3.42,3.42
2022-10-19,3.4,3.39,3.41,3.4
2022-10-20,3.38,3.38,3.41,3.4
2022-10-21,3.36,3.35,3.4,3.39
2022-10-24,3.31,3.31,3.37,3.36
2022-10-25,3.32,3.29,3.33,3.31
2022-10-26,3.31,3.31,3.35,3.32
2022-10-27,3.32,3.31,3.33,3.31
2022-10-28,3.29,3.28,3.33,3.32
2022-10-31,3.3,3.27,3.31,3.29
2022-11-01,3.35,3.29,3.35,3.3
2022-11-02,3.37,3.33,3.39,3.34
2022-11-03,3.38,3.36,3.38,3.37
2022-11-04,3.43,3.37,3.43,3.37
2022-11-07,3.41,3.4,3.43,3.42
2022-11-08,3.41,3.39,3.42,3.41
2022-11-09,3.39,3.39,3.42,3.41
2022-11-10,3.39,3.38,3.4,3.39
2022-11-11,3.44,3.41,3.46,3.41
2022-11-14,3.45,3.44,3.49,3.45
2022-11-15,3.48,3.44,3.49,3.45
2022-11-16,3.45,3.44,3.48,3.47
2022-11-17,3.43,3.41,3.45,3.44
2022-11-18,3.4,3.4,3.43,3.43
2022-11-21,3.41,3.37,3.43,3.4
2022-11-22,3.46,3.4,3.47,3.4
2022-11-23,3.46,3.44,3.51,3.47
2022-11-24,3.47,3.45,3.48,3.47
2022-11-25,3.52,3.45,3.53,3.46
2022-11-28,3.45,3.44,3.51,3.5
2022-11-29,3.52,3.46,3.55,3.46
2022-11-30,3.52,3.51,3.56,3.53
2022-12-01,3.51,3.5,3.56,3.54
2022-12-02,3.49,3.49,3.52,3.51
2022-12-05,3.55,3.5,3.56,3.51
2022-12-06,3.58,3.54,3.59,3.54
2022-12-07,3.56,3.55,3.6,3.58
2022-12-08,3.56,3.55,3.59,3.55
2022-12-09,3.57,3.56,3.59,3.57
2022-12-12,3.51,3.5,3.58,3.57
2022-12-13,3.51,3.5,3.53,3.52
2022-12-14,3.51,3.49,3.52,3.52
2022-12-15,3.47,3.47,3.51,3.5
2022-12-16,3.51,3.46,3.51,3.46
2022-12-19,3.45,3.44,3.52,3.51
2022-12-20,3.42,3.42,3.47,3.44
2022-12-21,3.42,3.41,3.44,3.42
2022-12-22,3.43,3.41,3.45,3.43
2022-12-23,3.41,3.41,3.44,3.42
2022-12-26,3.4,3.39,3.43,3.42
2022-12-27,3.43,3.4,3.44,3.4
2022-12-28,3.43,3.42,3.45,3.42
2022-12-29,3.43,3.4,3.45,3.43
2022-12-30,3.45,3.42,3.47,3.43
2023-01-03,3.44,3.42,3.46,3.46
2023-01-04,3.47,3.44,3.48,3.45
2023-01-05,3.48,3.47,3.49,3.47
2023-01-06,3.47,3.45,3.49,3.49
2023-01-09,3.46,3.45,3.48,3.47
2023-01-10,3.43,3.43,3.47,3.47
2023-01-11,3.44,3.43,3.45,3.44
2023-01-12,3.41,3.41,3.44,3.43
2023-01-13,3.45,3.41,3.45,3.41
2023-01-16,3.47,3.44,3.49,3.45
2023-01-17,3.47,3.45,3.48,3.48
2023-01-18,3.48,3.46,3.48,3.47
2023-01-19,3.48,3.45,3.49,3.47
2023-01-20,3.5,3.47,3.5,3.48
2023-01-30,3.5,3.49,3.53,3.52
2023-01-31,3.49,3.48,3.5,3.49
2023-02-01,3.5,3.47,3.5,3.49
2023-02-02,3.48,3.47,3.5,3.5
2023-02-03,3.45,3.44,3.49,3.48
2023-02-06,3.43,3.43,3.45,3.44
2023-02-07,3.44,3.43,3.45,3.44
2023-02-08,3.44,3.43,3.45,3.45
2023-02-09,3.45,3.43,3.45,3.43
2023-02-10,3.44,3.44,3.45,3.45
2023-02-13,3.44,3.43,3.45,3.45
2023-02-14,3.45,3.44,3.46,3.45
","date,30日,close
2022-07-25,3.6861935483870965,3.61
2022-07-26,3.679268817204302,3.63
2022-07-27,3.6741935483870964,3.65
2022-07-28,3.6703010752688168,3.66
2022-07-29,3.6656129032258065,3.64
2022-08-01,3.659569892473118,3.61
2022-08-02,3.6522365591397854,3.58
2022-08-03,3.647569892473118,3.61
2022-08-04,3.6454623655913982,3.64
2022-08-05,3.6465591397849457,3.68
2022-08-08,3.6444731182795707,3.63
2022-08-09,3.6412258064516125,3.61
2022-08-10,3.636881720430108,3.59
2022-08-11,3.63668817204301,3.65
2022-08-12,3.6360000000000006,3.64
2022-08-15,3.6341720430107523,3.62
2022-08-16,3.633161290322581,3.63
2022-08-17,3.6341935483870964,3.66
2022-08-18,3.6346021505376354,3.65
2022-08-19,3.6337419354838705,3.63
2022-08-22,3.6323440860215053,3.62
2022-08-23,3.6298279569892475,3.6
2022-08-24,3.6269247311827963,3.59
2022-08-25,3.6249247311827957,3.6
2022-08-26,3.6243870967741936,3.62
2022-08-29,3.6212688172043013,3.58
2022-08-30,3.6189892473118275,3.59
2022-08-31,3.6174623655913978,3.6
2022-09-01,3.6166666666666667,3.61
2022-09-02,3.6165376344086018,3.62
2022-09-05,3.6164301075268814,3.62
2022-09-06,3.6169462365591394,3.63
2022-09-07,3.6155268817204296,3.6
2022-09-08,3.6135698924731185,3.59
2022-09-09,3.6130537634408597,3.61
2022-09-13,3.613247311827957,3.62
2022-09-14,3.6127741935483866,3.61
2022-09-15,3.612881720430107,3.62
2022-09-16,3.6097419354838705,3.57
2022-09-19,3.6028817204301067,3.51
2022-09-20,3.595741935483871,3.5
2022-09-21,3.5895268817204298,3.51
2022-09-22,3.5828817204301076,3.5
2022-09-23,3.5777204301075267,3.52
2022-09-26,3.5676774193548386,3.44
2022-09-27,3.5580645161290323,3.44
2022-09-28,3.5475483870967737,3.42
2022-09-29,3.5349032258064517,3.38
2022-09-30,3.5235053763440867,3.39
2022-10-10,3.5133118279569895,3.4
2022-10-11,3.5049032258064514,3.42
2022-10-12,3.4975698924731184,3.43
2022-10-13,3.4886666666666666,3.4
2022-10-14,3.4814623655913977,3.42
2022-10-17,3.4739999999999998,3.41
2022-10-18,3.466344086021506,3.4
2022-10-19,3.4590752688172044,3.4
2022-10-20,3.4509247311827957,3.38
2022-10-21,3.441956989247312,3.36
2022-10-24,3.4303010752688174,3.31
2022-10-25,3.4199569892473116,3.32
2022-10-26,3.4096129032258062,3.31
2022-10-27,3.4006021505376345,3.32
2022-10-28,3.3902580645161295,3.29
2022-10-31,3.3812043010752686,3.3
2022-11-01,3.3760430107526878,3.35
2022-11-02,3.3727526881720427,3.37
2022-11-03,3.3706236559139784,3.38
2022-11-04,3.3722365591397847,3.43
2022-11-07,3.372860215053764,3.41
2022-11-08,3.3736989247311824,3.41
2022-11-09,3.3734408602150543,3.39
2022-11-10,3.3734408602150534,3.39
2022-11-11,3.3769032258064517,3.44
2022-11-14,3.3811827956989253,3.45
2022-11-15,3.3873763440860216,3.48
2022-11-16,3.3915483870967744,3.45
2022-11-17,3.3943655913978503,3.43
2022-11-18,3.3951397849462372,3.4
2022-11-21,3.396537634408602,3.41
2022-11-22,3.4011397849462366,3.46
2022-11-23,3.405655913978495,3.46
2022-11-24,3.4107526881720425,3.47
2022-11-25,3.418924731182796,3.52
2022-11-28,3.422365591397849,3.45
2022-11-29,3.430236559139785,3.52
2022-11-30,3.4378494623655906,3.52
2022-12-01,3.444559139784946,3.51
2022-12-02,3.4496989247311824,3.49
2022-12-05,3.458430107526882,3.55
2022-12-06,3.4685806451612904,3.58
2022-12-07,3.4768817204301077,3.56
2022-12-08,3.484645161290323,3.56
2022-12-09,3.492537634408602,3.57
2022-12-12,3.495956989247312,3.51
2022-12-13,3.4989247311827953,3.51
2022-12-14,3.5015483870967743,3.51
2022-12-15,3.5012903225806444,3.47
2022-12-16,3.5034193548387096,3.51
2022-12-19,3.501505376344086,3.45
2022-12-20,3.4975698924731184,3.42
2022-12-21,3.493612903225806,3.42
2022-12-22,3.4902365591397855,3.43
2022-12-23,3.4854838709677414,3.41
2022-12-26,3.4801505376344086,3.4
2022-12-27,3.4768602150537635,3.43
2022-12-28,3.473677419354839,3.43
2022-12-29,3.470537634408602,3.43
2022-12-30,3.4686881720430107,3.45
2023-01-03,3.466086021505376,3.44
2023-01-04,3.4653548387096773,3.47
2023-01-05,3.4652473118279574,3.48
2023-01-06,3.464451612903226,3.47
2023-01-09,3.463010752688173,3.46
2023-01-10,3.4597634408602156,3.43
2023-01-11,3.4572043010752687,3.44
2023-01-12,3.452881720430107,3.41
2023-01-13,3.4513763440860217,3.45
2023-01-16,3.4512903225806455,3.47
2023-01-17,3.4512473118279567,3.47
2023-01-18,3.452021505376345,3.48
2023-01-19,3.453010752688173,3.48
2023-01-20,3.4554623655913983,3.5
2023-01-30,3.4580430107526885,3.5
2023-01-31,3.4601290322580645,3.49
2023-02-01,3.4629032258064516,3.5
2023-02-02,3.4644086021505376,3.48
2023-02-03,3.4640430107526887,3.45
2023-02-06,3.462430107526882,3.43
2023-02-07,3.461634408602151,3.44
2023-02-08,3.460860215053764,3.44
2023-02-09,3.4606881720430103,3.45
2023-02-10,3.4598064516129035,3.44
2023-02-13,3.458903225806451,3.44
2023-02-14,3.45858064516129,3.45
"
1666,CN,technical,"芒果超媒在2023年09月08日到2024年04月21日期间，收盘价跌破20日加权移动平均线共几次？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",9.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2023-08-14,33.27,32.37,33.32,32.5
2023-08-15,32.25,32.01,33.3,33.27
2023-08-16,30.61,30.25,32.2,32.07
2023-08-17,31.11,30.18,31.29,30.83
2023-08-18,29.22,29.2,30.84,30.69
2023-08-21,28.92,28.92,29.75,29.14
2023-08-22,29.32,28.44,29.5,29.18
2023-08-23,28.75,28.7,29.29,29.29
2023-08-24,29.2,28.76,29.73,29.0
2023-08-25,28.66,28.49,29.15,28.9
2023-08-28,28.78,28.71,30.79,30.38
2023-08-29,29.53,28.55,29.78,28.67
2023-08-30,29.94,29.48,30.2,29.75
2023-08-31,29.54,29.5,30.06,29.75
2023-09-01,29.47,29.22,29.74,29.41
2023-09-04,29.7,29.32,29.83,29.47
2023-09-05,29.36,29.21,29.65,29.64
2023-09-06,28.88,28.75,29.21,29.15
2023-09-07,28.22,28.16,28.9,28.85
2023-09-08,28.0,27.64,28.3,28.18
2023-09-11,29.0,28.19,29.2,28.25
2023-09-12,28.48,28.37,29.03,28.99
2023-09-13,27.93,27.71,28.5,28.42
2023-09-14,27.82,27.57,28.0,27.81
2023-09-15,27.65,27.54,28.19,27.83
2023-09-18,27.67,27.29,28.05,27.65
2023-09-19,27.0,26.93,27.82,27.82
2023-09-20,26.81,26.81,27.2,26.88
2023-09-21,26.48,26.45,26.95,26.82
2023-09-22,27.39,26.41,27.57,26.52
2023-09-25,26.92,26.6,27.53,27.5
2023-09-26,27.79,26.9,28.0,26.97
2023-09-27,28.27,27.5,28.5,27.71
2023-09-28,28.31,27.96,28.42,28.39
2023-10-09,27.69,27.45,28.26,28.16
2023-10-10,27.9,27.71,28.14,27.79
2023-10-11,28.7,27.83,28.94,28.03
2023-10-12,28.33,28.16,28.9,28.8
2023-10-13,27.47,27.3,28.28,28.16
2023-10-16,27.0,26.8,27.62,27.52
2023-10-17,26.95,26.87,27.29,27.0
2023-10-18,26.49,26.18,26.99,26.92
2023-10-19,26.3,26.23,26.73,26.39
2023-10-20,25.89,25.79,26.43,26.28
2023-10-23,25.34,25.06,25.88,25.8
2023-10-24,25.9,25.34,26.19,25.5
2023-10-25,24.43,24.32,26.22,26.21
2023-10-26,24.55,24.23,24.85,24.37
2023-10-27,25.12,24.05,25.35,24.4
2023-10-30,25.36,24.77,25.45,25.0
2023-10-31,25.29,25.0,25.97,25.6
2023-11-01,25.25,25.02,25.88,25.3
2023-11-02,25.55,25.16,26.21,25.32
2023-11-03,25.74,24.8,26.09,25.21
2023-11-06,28.3,25.92,28.46,26.0
2023-11-07,28.2,27.86,28.68,28.3
2023-11-08,29.25,27.89,30.04,27.89
2023-11-09,29.05,28.59,29.33,28.9
2023-11-10,28.75,28.21,29.25,28.82
2023-11-13,28.74,28.51,29.29,29.08
2023-11-14,28.47,28.3,28.89,28.5
2023-11-15,28.36,28.08,28.75,28.74
2023-11-16,28.12,27.81,28.59,28.26
2023-11-17,27.97,27.73,28.38,27.95
2023-11-20,27.71,27.57,28.18,27.88
2023-11-21,27.9,27.61,28.37,27.78
2023-11-22,28.07,27.61,28.43,27.68
2023-11-23,27.51,26.83,27.73,27.65
2023-11-24,26.94,26.77,27.8,27.45
2023-11-27,26.28,25.93,26.61,26.58
2023-11-28,26.01,25.75,26.25,26.25
2023-11-29,25.84,25.7,26.17,26.1
2023-11-30,25.81,25.65,26.15,25.75
2023-12-01,26.9,25.73,27.15,25.84
2023-12-04,27.06,26.49,27.5,26.75
2023-12-05,27.59,26.31,29.25,26.96
2023-12-06,28.7,26.72,29.05,27.1
2023-12-07,29.76,28.05,29.98,28.56
2023-12-08,30.26,29.3,30.95,29.47
2023-12-11,30.24,29.75,31.32,29.98
2023-12-12,30.2,29.82,30.72,30.33
2023-12-13,30.69,30.01,31.31,30.09
2023-12-14,29.1,28.9,30.6,30.44
2023-12-15,29.28,28.36,29.99,29.53
2023-12-18,28.54,28.45,29.33,28.77
2023-12-19,28.65,28.15,29.05,28.53
2023-12-20,27.71,27.61,28.89,28.68
2023-12-21,27.7,27.2,27.94,27.4
2023-12-22,25.6,25.3,27.65,27.59
2023-12-25,25.79,25.18,26.28,25.6
2023-12-26,25.03,24.95,26.19,26.02
2023-12-27,24.5,24.4,25.34,25.18
2023-12-28,24.81,24.21,25.03,24.4
2023-12-29,25.2,24.64,25.65,24.71
2024-01-02,24.97,24.91,25.6,25.38
2024-01-03,25.49,24.62,25.7,24.83
2024-01-04,25.01,24.82,25.36,25.36
2024-01-05,24.16,24.01,24.92,24.91
2024-01-08,23.54,23.42,24.22,24.0
2024-01-09,23.12,22.76,23.74,23.63
2024-01-10,22.49,22.32,23.0,23.0
2024-01-11,22.97,22.3,23.15,22.53
2024-01-12,22.44,22.34,22.95,22.9
2024-01-15,22.03,22.0,22.67,22.4
2024-01-16,22.11,21.61,22.13,21.94
2024-01-17,21.55,21.54,22.1,22.0
2024-01-18,21.73,20.93,21.83,21.44
2024-01-19,22.25,21.83,22.75,22.22
2024-01-22,21.13,20.95,22.28,22.02
2024-01-23,21.87,20.95,22.03,21.01
2024-01-24,22.6,21.92,22.95,22.75
2024-01-25,23.22,22.15,23.28,22.37
2024-01-26,22.82,22.75,23.41,23.07
2024-01-29,22.4,22.23,23.01,22.77
2024-01-30,21.69,21.62,22.47,22.33
2024-01-31,21.4,21.4,22.14,21.58
2024-02-01,21.74,20.61,22.25,21.34
2024-02-02,20.96,20.0,22.2,21.72
2024-02-05,20.4,19.22,20.88,20.71
2024-02-06,22.36,19.86,22.37,20.03
2024-02-07,22.79,22.1,22.82,22.33
2024-02-08,23.52,22.46,23.53,23.0
2024-02-19,23.95,23.5,24.28,24.18
2024-02-20,23.72,23.27,24.02,23.95
2024-02-21,23.57,23.05,24.21,23.21
2024-02-22,23.89,23.22,24.02,23.27
2024-02-23,24.15,23.46,24.15,24.0
2024-02-26,23.79,23.46,24.18,24.01
2024-02-27,24.82,23.56,24.88,23.62
2024-02-28,23.32,23.31,25.09,24.82
2024-02-29,24.78,23.4,24.79,23.5
2024-03-01,25.63,24.55,25.81,24.87
2024-03-04,25.2,24.79,25.64,25.5
2024-03-05,24.88,24.63,25.3,25.0
2024-03-06,24.81,24.52,25.15,24.73
2024-03-07,23.95,23.87,24.98,24.85
2024-03-08,24.17,23.8,24.31,23.95
2024-03-11,24.52,23.94,24.64,24.14
2024-03-12,24.87,24.31,24.91,24.65
2024-03-13,24.96,24.67,25.38,24.87
2024-03-14,24.51,24.19,24.84,24.65
2024-03-15,24.41,24.0,24.54,24.4
2024-03-18,25.1,24.34,25.2,24.53
2024-03-19,24.99,24.98,25.91,25.25
2024-03-20,26.58,24.99,26.58,24.99
2024-03-21,26.21,26.18,27.12,26.88
2024-03-22,26.79,25.75,27.09,26.22
2024-03-25,25.42,25.39,27.5,27.44
2024-03-26,25.1,24.53,25.46,25.2
2024-03-27,24.15,24.11,25.18,25.0
2024-03-28,24.47,24.08,24.8,24.1
2024-03-29,24.31,23.75,24.55,24.4
2024-04-01,25.28,24.34,25.33,24.44
2024-04-02,24.84,24.53,25.28,25.19
2024-04-03,24.13,23.97,24.7,24.66
2024-04-08,23.55,23.55,24.06,24.06
2024-04-09,24.04,23.48,24.15,23.7
2024-04-10,23.14,23.0,24.0,24.0
2024-04-11,23.27,22.94,23.68,22.99
2024-04-12,22.94,22.88,23.36,23.2
2024-04-15,23.3,22.85,23.76,22.85
2024-04-16,22.63,22.52,23.47,23.09
2024-04-17,23.42,22.83,23.42,22.83
2024-04-18,23.34,22.91,23.75,23.31
2024-04-19,23.54,23.08,23.65,23.16
","date,20日,close
2023-09-08,29.163857142857147,28.0
2023-09-11,29.103238095238098,29.0
2023-09-12,29.013428571428573,28.48
2023-09-13,28.88919047619048,27.93
2023-09-14,28.767238095238095,27.82
2023-09-15,28.644761904761904,27.65
2023-09-18,28.531666666666673,27.67
2023-09-19,28.360714285714284,27.0
2023-09-20,28.182714285714287,26.81
2023-09-21,27.982523809523812,26.48
2023-09-22,27.881952380952377,27.39
2023-09-25,27.742666666666672,26.92
2023-09-26,27.695095238095238,27.79
2023-09-27,27.70152380952381,28.27
2023-09-28,27.719714285714286,28.31
2023-10-09,27.684714285714286,27.69
2023-10-10,27.678190476190476,27.9
2023-10-11,27.75642857142857,28.7
2023-10-12,27.802571428571433,28.33
2023-10-13,27.76942857142857,27.47
2023-10-16,27.695095238095234,27.0
2023-10-17,27.620761904761903,26.95
2023-10-18,27.51238095238095,26.49
2023-10-19,27.395380952380954,26.3
2023-10-20,27.247095238095234,25.89
2023-10-23,27.055619047619043,25.34
2023-10-24,26.928476190476193,25.9
2023-10-25,26.669761904761906,24.43
2023-10-26,26.434714285714282,24.55
2023-10-27,26.26471428571428,25.12
2023-10-30,26.124047619047616,25.36
2023-10-31,25.986380952380955,25.29
2023-11-01,25.852666666666664,25.25
2023-11-02,25.759619047619044,25.55
2023-11-03,25.697619047619046,25.74
2023-11-06,25.891666666666666,28.3
2023-11-07,26.07328571428571,28.2
2023-11-08,26.35347619047619,29.25
2023-11-09,26.612000000000002,29.05
2023-11-10,26.838523809523807,28.75
2023-11-13,27.058,28.74
2023-11-14,27.243476190476187,28.47
2023-11-15,27.411238095238094,28.36
2023-11-16,27.547238095238097,28.12
2023-11-17,27.66028571428571,27.97
2023-11-20,27.738666666666667,27.71
2023-11-21,27.823857142857143,27.9
2023-11-22,27.915714285714284,28.07
2023-11-23,27.936904761904763,27.51
2023-11-24,27.88971428571429,26.94
2023-11-27,27.771,26.28
2023-11-28,27.622190476190475,26.01
2023-11-29,27.453761904761905,25.84
2023-11-30,27.279666666666667,25.81
2023-12-01,27.208142857142857,26.9
2023-12-04,27.146333333333335,27.06
2023-12-05,27.140904761904768,27.59
2023-12-06,27.244095238095237,28.7
2023-12-07,27.45085714285714,29.76
2023-12-08,27.701857142857143,30.26
2023-12-11,27.943761904761903,30.24
2023-12-12,28.174714285714288,30.2
2023-12-13,28.44409523809524,30.69
2023-12-14,28.55095238095238,29.1
2023-12-15,28.67028571428571,29.28
2023-12-18,28.712904761904763,28.54
2023-12-19,28.762047619047618,28.65
2023-12-20,28.718095238095245,27.71
2023-12-21,28.67490476190476,27.7
2023-12-22,28.430809523809526,25.6
2023-12-25,28.211190476190477,25.79
2023-12-26,27.921523809523812,25.03
2023-12-27,27.58604761904762,24.5
2023-12-28,27.28647619047619,24.81
2023-12-29,27.028809523809525,25.2
2024-01-02,26.75733333333333,24.97
2024-01-03,26.54533333333334,25.49
2024-01-04,26.297619047619044,25.01
2024-01-05,25.986523809523806,24.16
2024-01-08,25.643047619047618,23.54
2024-01-09,25.29157142857143,23.12
2024-01-10,24.913999999999998,22.49
2024-01-11,24.618857142857138,22.97
2024-01-12,24.310000000000002,22.44
2024-01-15,23.993809523809524,22.03
2024-01-16,23.719761904761903,22.11
2024-01-17,23.423,21.55
2024-01-18,23.177190476190482,21.73
2024-01-19,23.009380952380955,22.25
2024-01-22,22.760857142857144,21.13
2024-01-23,22.604095238095237,21.87
2024-01-24,22.53552380952381,22.6
2024-01-25,22.537571428571425,23.22
2024-01-26,22.50761904761905,22.82
2024-01-29,22.44714285714286,22.4
2024-01-30,22.33238095238096,21.69
2024-01-31,22.20561904761905,21.4
2024-02-01,22.13071428571429,21.74
2024-02-02,21.997095238095234,20.96
2024-02-05,21.825380952380957,20.4
2024-02-06,21.855285714285714,22.36
2024-02-07,21.929761904761904,22.79
2024-02-08,22.072333333333333,23.52
2024-02-19,22.253238095238093,23.95
2024-02-20,22.405047619047618,23.72
2024-02-21,22.534523809523805,23.57
2024-02-22,22.68752380952381,23.89
2024-02-23,22.854142857142858,24.15
2024-02-26,22.974952380952384,23.79
2024-02-27,23.18652380952381,24.82
2024-02-28,23.237666666666666,23.32
2024-02-29,23.42095238095238,24.78
2024-03-01,23.674809523809525,25.63
2024-03-04,23.876238095238097,25.2
2024-03-05,24.035857142857147,24.88
2024-03-06,24.177,24.81
2024-03-07,24.221380952380954,23.95
2024-03-08,24.274571428571427,24.17
2024-03-11,24.34952380952381,24.52
2024-03-12,24.440857142857144,24.87
2024-03-13,24.519476190476187,24.96
2024-03-14,24.542857142857137,24.51
2024-03-15,24.548523809523807,24.41
2024-03-18,24.615666666666666,25.1
2024-03-19,24.666857142857143,24.99
2024-03-20,24.863428571428578,26.58
2024-03-21,25.01042857142857,26.21
2024-03-22,25.201619047619044,26.79
2024-03-25,25.249761904761904,25.42
2024-03-26,25.25966666666667,25.1
2024-03-27,25.1777619047619,24.15
2024-03-28,25.12238095238095,24.47
2024-03-29,25.053238095238097,24.31
2024-04-01,25.08276190476191,25.28
2024-04-02,25.07,24.84
2024-04-03,24.989809523809527,24.13
2024-04-08,24.85761904761905,23.55
2024-04-09,24.774,24.04
2024-04-10,24.605285714285714,23.14
2024-04-11,24.455523809523804,23.27
2024-04-12,24.28195238095238,22.94
2024-04-15,24.15228571428571,23.3
2024-04-16,23.964571428571432,22.63
2024-04-17,23.86057142857143,23.42
2024-04-18,23.75695238095238,23.34
2024-04-19,23.680238095238096,23.54
"
1667,CN,technical,"2023年05月11日至2024年03月15日，国泰海通股价突破10日加权移动平均线的次数是多少？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",23.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2023-04-25,14.8,14.62,14.82,14.68
2023-04-26,14.7,14.65,14.81,14.77
2023-04-27,14.83,14.61,14.87,14.65
2023-04-28,15.12,14.77,15.27,14.86
2023-05-04,15.3,15.05,15.3,15.12
2023-05-05,15.53,15.32,15.95,15.33
2023-05-08,15.78,15.4,15.95,15.55
2023-05-09,15.79,15.77,16.5,15.88
2023-05-10,15.32,15.27,15.85,15.68
2023-05-11,15.33,15.3,15.58,15.5
2023-05-12,15.22,15.21,15.49,15.35
2023-05-15,15.4,14.95,15.43,15.25
2023-05-16,15.3,15.27,15.55,15.4
2023-05-17,15.28,15.21,15.4,15.25
2023-05-18,15.34,15.27,15.48,15.36
2023-05-19,15.04,15.02,15.34,15.32
2023-05-22,14.94,14.91,15.1,15.01
2023-05-23,14.79,14.79,15.0,14.99
2023-05-24,14.53,14.53,14.8,14.76
2023-05-25,14.6,14.46,14.6,14.51
2023-05-26,14.67,14.52,14.69,14.6
2023-05-29,14.66,14.62,14.79,14.7
2023-05-30,14.78,14.55,14.78,14.66
2023-05-31,14.8,14.68,14.82,14.76
2023-06-01,14.8,14.73,14.89,14.74
2023-06-02,14.83,14.77,14.88,14.82
2023-06-05,14.78,14.74,14.87,14.85
2023-06-06,14.63,14.62,14.89,14.79
2023-06-07,14.74,14.63,14.83,14.65
2023-06-08,14.88,14.63,14.9,14.75
2023-06-09,14.88,14.81,14.92,14.89
2023-06-12,14.86,14.78,14.9,14.85
2023-06-13,14.92,14.82,14.93,14.88
2023-06-14,14.84,14.82,15.1,14.94
2023-06-15,14.88,14.73,14.97,14.84
2023-06-16,14.94,14.85,14.96,14.89
2023-06-19,14.75,14.74,14.94,14.94
2023-06-20,14.75,14.72,14.85,14.79
2023-06-21,14.61,14.59,14.77,14.72
2023-06-26,14.22,14.19,14.53,14.51
2023-06-27,14.3,14.22,14.34,14.24
2023-06-28,14.3,14.26,14.36,14.32
2023-06-29,13.78,13.78,13.85,13.84
2023-06-30,13.99,13.77,14.04,13.78
2023-07-03,14.22,14.01,14.24,14.02
2023-07-04,14.28,14.16,14.3,14.2
2023-07-05,14.2,14.18,14.31,14.28
2023-07-06,14.18,14.16,14.3,14.17
2023-07-07,14.38,14.12,14.44,14.15
2023-07-10,14.47,14.38,14.54,14.45
2023-07-11,14.48,14.41,14.53,14.46
2023-07-12,14.37,14.35,14.52,14.47
2023-07-13,14.54,14.42,14.6,14.44
2023-07-14,14.48,14.48,14.58,14.56
2023-07-17,14.5,14.37,14.52,14.45
2023-07-18,14.51,14.45,14.55,14.45
2023-07-19,14.61,14.41,14.63,14.48
2023-07-20,14.47,14.45,14.65,14.64
2023-07-21,14.49,14.44,14.6,14.47
2023-07-24,14.45,14.33,14.55,14.4
2023-07-25,14.99,14.68,15.08,14.78
2023-07-26,15.03,14.87,15.06,14.9
2023-07-27,14.91,14.88,15.1,15.05
2023-07-28,15.69,14.9,15.83,14.99
2023-07-31,15.58,15.58,16.01,15.79
2023-08-01,15.5,15.4,15.8,15.47
2023-08-02,15.47,15.4,15.8,15.45
2023-08-03,15.8,15.36,15.84,15.55
2023-08-04,15.9,15.9,16.36,15.99
2023-08-07,15.76,15.57,15.82,15.65
2023-08-08,15.84,15.35,16.1,15.61
2023-08-09,15.79,15.68,15.93,15.77
2023-08-10,15.9,15.73,15.9,15.79
2023-08-11,15.41,15.38,15.88,15.88
2023-08-14,15.33,15.14,15.48,15.2
2023-08-15,15.48,15.23,15.48,15.25
2023-08-16,15.55,15.23,15.78,15.3
2023-08-17,15.49,15.27,15.58,15.44
2023-08-18,15.3,15.26,15.66,15.51
2023-08-21,14.89,14.87,15.3,15.2
2023-08-22,15.03,14.8,15.08,14.98
2023-08-23,14.89,14.87,15.1,14.94
2023-08-24,14.97,14.91,15.18,14.99
2023-08-25,14.95,14.89,15.08,14.91
2023-08-28,15.13,15.08,16.4,16.3
2023-08-29,15.05,14.73,15.17,15.03
2023-08-30,14.71,14.7,15.03,15.03
2023-08-31,14.56,14.56,14.81,14.76
2023-09-01,14.57,14.53,14.71,14.62
2023-09-04,14.75,14.57,14.8,14.62
2023-09-05,14.65,14.61,14.73,14.69
2023-09-06,14.67,14.6,14.71,14.61
2023-09-07,14.64,14.62,14.75,14.66
2023-09-08,14.7,14.55,14.75,14.6
2023-09-11,14.95,14.68,15.02,14.74
2023-09-12,14.88,14.84,14.94,14.9
2023-09-13,14.65,14.6,14.89,14.87
2023-09-14,14.86,14.64,14.87,14.69
2023-09-15,14.72,14.69,14.97,14.9
2023-09-18,14.76,14.64,14.79,14.7
2023-09-19,14.81,14.71,14.84,14.76
2023-09-20,14.69,14.67,14.8,14.78
2023-09-21,14.63,14.62,14.77,14.67
2023-09-22,14.9,14.57,14.92,14.61
2023-09-25,14.78,14.71,14.84,14.81
2023-09-26,14.68,14.66,14.79,14.76
2023-09-27,14.75,14.66,14.8,14.68
2023-09-28,14.54,14.53,14.79,14.75
2023-10-09,14.49,14.34,14.57,14.49
2023-10-10,14.41,14.41,14.58,14.58
2023-10-11,14.39,14.39,14.56,14.48
2023-10-12,14.56,14.49,14.58,14.52
2023-10-13,14.47,14.43,14.51,14.51
2023-10-16,14.48,14.4,14.56,14.45
2023-10-17,14.6,14.51,14.7,14.55
2023-10-18,14.53,14.52,14.64,14.56
2023-10-19,14.46,14.43,14.64,14.48
2023-10-20,14.42,14.35,14.53,14.4
2023-10-23,14.15,14.07,14.36,14.35
2023-10-24,14.5,14.18,14.53,14.18
2023-10-25,14.58,14.51,14.66,14.58
2023-10-26,14.61,14.5,14.64,14.5
2023-10-27,14.69,14.54,14.72,14.57
2023-10-30,14.58,14.55,14.71,14.62
2023-10-31,14.77,14.71,14.88,14.77
2023-11-01,14.92,14.8,14.96,14.85
2023-11-02,14.87,14.86,15.11,14.9
2023-11-03,14.94,14.83,15.03,14.85
2023-11-06,15.29,15.07,15.38,15.25
2023-11-07,15.26,15.18,15.34,15.22
2023-11-08,15.19,15.08,15.29,15.25
2023-11-09,15.13,15.03,15.19,15.18
2023-11-10,15.09,15.04,15.17,15.1
2023-11-13,15.09,14.99,15.18,15.17
2023-11-14,15.25,15.09,15.4,15.14
2023-11-15,15.29,15.26,15.44,15.37
2023-11-16,15.24,15.23,15.4,15.29
2023-11-17,15.27,15.18,15.29,15.19
2023-11-20,15.26,15.07,15.32,15.29
2023-11-21,15.27,15.25,15.5,15.28
2023-11-22,15.21,15.2,15.37,15.24
2023-11-23,15.27,15.15,15.3,15.19
2023-11-24,15.22,15.18,15.36,15.26
2023-11-27,15.1,15.0,15.17,15.17
2023-11-28,15.08,15.04,15.16,15.1
2023-11-29,14.98,14.91,15.23,15.2
2023-11-30,15.1,14.92,15.11,14.92
2023-12-01,15.07,14.97,15.13,15.05
2023-12-04,15.11,15.07,15.2,15.1
2023-12-05,14.89,14.87,15.11,15.09
2023-12-06,14.8,14.74,14.98,14.9
2023-12-07,14.83,14.75,14.9,14.8
2023-12-08,14.74,14.72,14.88,14.81
2023-12-11,14.93,14.5,14.96,14.7
2023-12-12,14.95,14.86,15.05,14.88
2023-12-13,14.96,14.84,15.05,14.95
2023-12-14,15.0,14.89,15.31,14.98
2023-12-15,14.99,14.96,15.2,15.03
2023-12-18,14.97,14.87,15.02,14.92
2023-12-19,15.0,14.81,15.03,14.98
2023-12-20,14.66,14.65,14.99,14.98
2023-12-21,14.64,14.5,14.66,14.61
2023-12-22,14.68,14.5,14.7,14.61
2023-12-25,14.69,14.57,14.74,14.58
2023-12-26,14.64,14.49,14.7,14.65
2023-12-27,14.68,14.5,14.74,14.62
2023-12-28,14.84,14.56,14.88,14.67
2023-12-29,14.88,14.79,14.93,14.8
2024-01-02,14.87,14.84,14.98,14.85
2024-01-03,14.96,14.81,14.98,14.81
2024-01-04,14.89,14.7,14.98,14.95
2024-01-05,14.89,14.75,15.02,14.82
2024-01-08,14.68,14.57,14.84,14.84
2024-01-09,14.53,14.43,14.65,14.58
2024-01-10,14.41,14.37,14.56,14.5
2024-01-11,14.43,14.26,14.46,14.41
2024-01-12,14.47,14.37,14.53,14.39
2024-01-15,14.52,14.36,14.66,14.41
2024-01-16,14.75,14.47,14.75,14.5
2024-01-17,14.65,14.65,14.86,14.69
2024-01-18,14.46,13.98,14.66,14.59
2024-01-19,14.37,14.23,14.46,14.37
2024-01-22,14.14,14.04,14.49,14.33
2024-01-23,14.25,13.95,14.35,14.25
2024-01-24,14.74,14.18,14.84,14.32
2024-01-25,15.06,14.61,15.09,14.7
2024-01-26,15.06,14.91,15.11,15.03
2024-01-29,15.02,14.98,15.23,15.06
2024-01-30,14.83,14.8,15.09,14.92
2024-01-31,14.61,14.5,14.83,14.8
2024-02-01,14.64,14.37,14.75,14.57
2024-02-02,14.34,13.9,14.69,14.64
2024-02-05,14.2,13.99,14.43,14.2
2024-02-06,14.71,14.12,14.81,14.2
2024-02-07,14.77,14.6,14.85,14.75
2024-02-08,14.86,14.7,14.95,14.86
2024-02-19,14.79,14.57,14.81,14.8
2024-02-20,14.96,14.71,15.08,14.78
2024-02-21,15.09,14.84,15.33,14.88
2024-02-22,15.22,15.04,15.24,15.09
2024-02-23,15.18,15.13,15.31,15.25
2024-02-26,15.02,15.02,15.2,15.17
2024-02-27,15.09,14.98,15.09,15.02
2024-02-28,14.96,14.94,15.29,15.12
2024-02-29,15.09,14.89,15.1,14.91
2024-03-01,15.1,14.99,15.16,15.09
2024-03-04,14.96,14.94,15.14,15.11
2024-03-05,14.97,14.86,15.01,14.91
2024-03-06,14.92,14.89,15.03,14.96
2024-03-07,14.85,14.75,15.0,14.92
2024-03-08,14.82,14.79,14.88,14.82
2024-03-11,14.99,14.82,14.99,14.84
2024-03-12,15.0,14.91,15.06,15.03
2024-03-13,14.79,14.74,15.01,14.98
2024-03-14,14.7,14.64,14.86,14.76
2024-03-15,14.72,14.63,14.76,14.69
","date,10日,close
2023-05-11,15.396545454545453,15.33
2023-05-12,15.39109090909091,15.22
2023-05-15,15.410727272727273,15.4
2023-05-16,15.399454545454546,15.3
2023-05-17,15.376000000000001,15.28
2023-05-18,15.360545454545456,15.34
2023-05-19,15.28981818181818,15.04
2023-05-22,15.20981818181818,14.94
2023-05-23,15.117818181818182,14.79
2023-05-24,14.996727272727274,14.53
2023-05-25,14.902727272727272,14.6
2023-05-26,14.83472727272727,14.67
2023-05-29,14.774909090909091,14.66
2023-05-30,14.750363636363636,14.78
2023-05-31,14.738909090909091,14.8
2023-06-01,14.736181818181818,14.8
2023-06-02,14.748727272727274,14.83
2023-06-05,14.755999999999998,14.78
2023-06-06,14.738909090909088,14.63
2023-06-07,14.744727272727271,14.74
2023-06-08,14.772181818181819,14.88
2023-06-09,14.794545454545455,14.88
2023-06-12,14.809454545454548,14.86
2023-06-13,14.831636363636363,14.92
2023-06-14,14.836727272727272,14.84
2023-06-15,14.848363636363633,14.88
2023-06-16,14.869454545454547,14.94
2023-06-19,14.854000000000001,14.75
2023-06-20,14.839090909090908,14.75
2023-06-21,14.796545454545456,14.61
2023-06-26,14.685454545454546,14.22
2023-06-27,14.60090909090909,14.3
2023-06-28,14.526909090909092,14.3
2023-06-29,14.368545454545455,13.78
2023-06-30,14.269090909090908,13.99
2023-07-03,14.226909090909091,14.22
2023-07-04,14.207636363636363,14.28
2023-07-05,14.185818181818183,14.2
2023-07-06,14.170363636363634,14.18
2023-07-07,14.201636363636366,14.38
2023-07-10,14.253454545454547,14.47
2023-07-11,14.302545454545452,14.48
2023-07-12,14.328363636363635,14.37
2023-07-13,14.383818181818182,14.54
2023-07-14,14.414545454545454,14.48
2023-07-17,14.440000000000001,14.5
2023-07-18,14.46218181818182,14.51
2023-07-19,14.498363636363639,14.61
2023-07-20,14.501636363636365,14.47
2023-07-21,14.503272727272726,14.49
2023-07-24,14.495636363636363,14.45
2023-07-25,14.586545454545453,14.99
2023-07-26,14.675454545454542,15.03
2023-07-27,14.730545454545453,14.91
2023-07-28,14.920727272727273,15.69
2023-07-31,15.06890909090909,15.58
2023-08-01,15.18290909090909,15.5
2023-08-02,15.273454545454547,15.47
2023-08-03,15.408363636363637,15.8
2023-08-04,15.537272727272729,15.9
2023-08-07,15.615090909090911,15.76
2023-08-08,15.683636363636364,15.84
2023-08-09,15.727636363636366,15.79
2023-08-10,15.777818181818182,15.9
2023-08-11,15.720909090909092,15.41
2023-08-14,15.654545454545454,15.33
2023-08-15,15.62,15.48
2023-08-16,15.598545454545455,15.55
2023-08-17,15.564727272727273,15.49
2023-08-18,15.501999999999999,15.3
2023-08-21,15.375636363636364,14.89
2023-08-22,15.290545454545455,15.03
2023-08-23,15.194727272727272,14.89
2023-08-24,15.129818181818184,14.97
2023-08-25,15.078181818181818,14.95
2023-08-28,15.067636363636364,15.13
2023-08-29,15.046181818181818,15.05
2023-08-30,14.970727272727274,14.71
2023-08-31,14.883272727272727,14.56
2023-09-01,14.814545454545454,14.57
2023-09-04,14.791818181818181,14.75
2023-09-05,14.753454545454547,14.65
2023-09-06,14.725636363636365,14.67
2023-09-07,14.696363636363635,14.64
2023-09-08,14.684,14.7
2023-09-11,14.721636363636364,14.95
2023-09-12,14.749818181818181,14.88
2023-09-13,14.739272727272729,14.65
2023-09-14,14.768,14.86
2023-09-15,14.765818181818185,14.72
2023-09-18,14.76818181818182,14.76
2023-09-19,14.779454545454547,14.81
2023-09-20,14.765999999999998,14.69
2023-09-21,14.741272727272728,14.63
2023-09-22,14.765818181818185,14.9
2023-09-25,14.76490909090909,14.78
2023-09-26,14.748909090909091,14.68
2023-09-27,14.749272727272725,14.75
2023-09-28,14.709636363636363,14.54
2023-10-09,14.666727272727272,14.49
2023-10-10,14.613454545454546,14.41
2023-10-11,14.56290909090909,14.39
2023-10-12,14.550909090909093,14.56
2023-10-13,14.524909090909091,14.47
2023-10-16,14.503636363636364,14.48
2023-10-17,14.51181818181818,14.6
2023-10-18,14.510545454545452,14.53
2023-10-19,14.499272727272725,14.46
2023-10-20,14.486,14.42
2023-10-23,14.425818181818181,14.15
2023-10-24,14.435454545454546,14.5
2023-10-25,14.458,14.58
2023-10-26,14.482545454545455,14.61
2023-10-27,14.520727272727273,14.69
2023-10-30,14.534909090909093,14.58
2023-10-31,14.581818181818182,14.77
2023-11-01,14.652909090909093,14.92
2023-11-02,14.70781818181818,14.87
2023-11-03,14.767999999999999,14.94
2023-11-06,14.882363636363635,15.29
2023-11-07,14.970545454545457,15.26
2023-11-08,15.032181818181817,15.19
2023-11-09,15.071818181818182,15.13
2023-11-10,15.09472727272727,15.09
2023-11-13,15.110363636363637,15.09
2023-11-14,15.145818181818182,15.25
2023-11-15,15.179818181818181,15.29
2023-11-16,15.198,15.24
2023-11-17,15.21490909090909,15.27
2023-11-20,15.224,15.26
2023-11-21,15.235454545454546,15.27
2023-11-22,15.235818181818184,15.21
2023-11-23,15.246727272727272,15.27
2023-11-24,15.246000000000004,15.22
2023-11-27,15.221090909090911,15.1
2023-11-28,15.192363636363636,15.08
2023-11-29,15.148545454545456,14.98
2023-11-30,15.132181818181818,15.1
2023-12-01,15.112909090909092,15.07
2023-12-04,15.104545454545455,15.11
2023-12-05,15.058909090909088,14.89
2023-12-06,15.003818181818183,14.8
2023-12-07,14.961636363636366,14.83
2023-12-08,14.911090909090909,14.74
2023-12-11,14.903818181818183,14.93
2023-12-12,14.903272727272729,14.95
2023-12-13,14.90690909090909,14.96
2023-12-14,14.918181818181818,15.0
2023-12-15,14.929454545454545,14.99
2023-12-18,14.938545454545455,14.97
2023-12-19,14.955636363636364,15.0
2023-12-20,14.908909090909091,14.66
2023-12-21,14.86109090909091,14.64
2023-12-22,14.823999999999998,14.68
2023-12-25,14.789818181818182,14.69
2023-12-26,14.750909090909092,14.64
2023-12-27,14.724909090909089,14.68
2023-12-28,14.733090909090908,14.84
2023-12-29,14.751454545454544,14.88
2024-01-02,14.770000000000003,14.87
2024-01-03,14.806727272727272,14.96
2024-01-04,14.831454545454546,14.89
2024-01-05,14.852,14.89
2024-01-08,14.829818181818183,14.68
2024-01-09,14.780363636363635,14.53
2024-01-10,14.712000000000002,14.41
2024-01-11,14.651454545454545,14.43
2024-01-12,14.602727272727272,14.47
2024-01-15,14.56981818181818,14.52
2024-01-16,14.585272727272729,14.75
2024-01-17,14.584727272727273,14.65
2024-01-18,14.555272727272728,14.46
2024-01-19,14.517272727272728,14.37
2024-01-22,14.446909090909092,14.14
2024-01-23,14.406363636363636,14.25
2024-01-24,14.459999999999999,14.74
2024-01-25,14.565818181818182,15.06
2024-01-26,14.660181818181819,15.06
2024-01-29,14.736545454545455,15.02
2024-01-30,14.769272727272726,14.83
2024-01-31,14.760545454545456,14.61
2024-02-01,14.758,14.64
2024-02-02,14.697636363636363,14.34
2024-02-05,14.612363636363638,14.2
2024-02-06,14.618727272727272,14.71
2024-02-07,14.627636363636363,14.77
2024-02-08,14.652363636363637,14.86
2024-02-19,14.667999999999997,14.79
2024-02-20,14.719454545454544,14.96
2024-02-21,14.795636363636364,15.09
2024-02-22,14.890727272727274,15.22
2024-02-23,14.967454545454546,15.18
2024-02-26,15.005272727272727,15.02
2024-02-27,15.043454545454546,15.09
2024-02-28,15.041818181818183,14.96
2024-02-29,15.059272727272727,15.09
2024-03-01,15.072727272727272,15.1
2024-03-04,15.056363636363635,14.96
2024-03-05,15.038727272727273,14.97
2024-03-06,15.011818181818184,14.92
2024-03-07,14.975272727272728,14.85
2024-03-08,14.939999999999996,14.82
2024-03-11,14.942181818181817,14.99
2024-03-12,14.946727272727271,15.0
2024-03-13,14.914727272727275,14.79
2024-03-14,14.869454545454547,14.7
2024-03-15,14.834909090909091,14.72
"
1668,CN,technical,"在2023年05月18日-2024年02月24日，晶科能源的价格有多少次突破20日加权移动平均线？（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",19.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2023-04-18,13.62,13.47,13.8,13.47
2023-04-19,13.33,13.15,13.64,13.56
2023-04-20,12.63,12.59,13.2,13.1
2023-04-21,12.43,12.38,12.93,12.6
2023-04-24,12.34,12.0,12.9,12.8
2023-04-25,12.0,11.94,12.57,12.31
2023-04-26,12.73,11.89,13.07,12.07
2023-04-27,12.6,12.46,12.83,12.7
2023-04-28,12.52,12.36,12.68,12.68
2023-05-04,12.3,12.1,12.74,12.21
2023-05-05,12.17,11.91,12.35,12.34
2023-05-08,11.99,11.91,12.26,12.26
2023-05-09,11.7,11.64,12.16,12.0
2023-05-10,11.49,11.12,11.6,11.51
2023-05-11,11.68,11.39,11.98,11.48
2023-05-12,11.31,11.31,11.83,11.62
2023-05-15,12.03,11.3,12.1,11.38
2023-05-16,12.11,11.91,12.33,12.0
2023-05-17,12.33,12.12,12.53,12.19
2023-05-18,12.19,12.1,12.42,12.35
2023-05-19,12.31,12.07,12.37,12.2
2023-05-22,12.55,12.22,12.71,12.3
2023-05-23,12.8,12.48,12.98,12.51
2023-05-24,13.03,12.68,13.44,12.74
2023-05-25,13.41,12.88,13.83,13.08
2023-05-26,13.06,12.62,13.31,13.3
2023-05-29,12.34,12.1,13.13,13.0
2023-05-30,12.31,12.12,12.68,12.4
2023-05-31,12.73,12.1,12.73,12.3
2023-06-01,12.23,12.17,12.59,12.58
2023-06-02,12.5,12.19,12.64,12.29
2023-06-05,11.97,11.96,12.53,12.52
2023-06-06,11.73,11.6,11.98,11.96
2023-06-07,11.6,11.49,11.85,11.77
2023-06-08,11.67,11.55,11.95,11.57
2023-06-09,12.71,11.56,12.89,11.67
2023-06-12,12.65,12.48,12.84,12.8
2023-06-13,12.44,12.32,12.79,12.65
2023-06-14,12.18,12.15,12.53,12.49
2023-06-15,13.16,12.11,13.29,12.21
2023-06-16,13.48,13.29,13.73,13.31
2023-06-19,13.64,13.3,13.72,13.48
2023-06-20,13.48,13.37,13.7,13.55
2023-06-21,13.35,13.29,13.65,13.45
2023-06-26,13.76,13.24,14.3,13.42
2023-06-27,14.03,13.51,14.57,13.76
2023-06-28,14.21,13.81,14.29,14.05
2023-06-29,14.0,13.88,14.53,14.25
2023-06-30,14.06,13.73,14.38,14.0
2023-07-03,14.15,13.86,14.35,14.09
2023-07-04,13.65,13.58,14.14,13.99
2023-07-05,13.26,13.19,13.64,13.64
2023-07-06,12.95,12.88,13.42,13.27
2023-07-07,12.52,12.49,12.96,12.96
2023-07-10,13.12,12.52,13.29,12.6
2023-07-11,12.84,12.78,13.15,13.05
2023-07-12,12.9,12.35,13.02,12.83
2023-07-13,13.08,12.86,13.25,12.9
2023-07-14,12.5,12.28,13.01,12.97
2023-07-17,12.56,12.43,12.87,12.73
2023-07-18,12.36,12.29,12.62,12.61
2023-07-19,12.2,12.04,12.39,12.38
2023-07-20,12.27,12.21,12.44,12.27
2023-07-21,12.07,12.01,12.3,12.26
2023-07-24,11.98,11.93,12.24,12.0
2023-07-25,12.47,12.18,12.59,12.21
2023-07-26,12.44,12.37,12.69,12.46
2023-07-27,12.37,12.33,12.56,12.46
2023-07-28,12.59,12.21,12.7,12.3
2023-07-31,12.43,12.41,12.76,12.59
2023-08-01,12.14,12.03,12.48,12.43
2023-08-02,12.13,12.06,12.24,12.13
2023-08-03,12.26,12.1,12.46,12.1
2023-08-04,12.36,12.13,12.43,12.3
2023-08-07,12.23,12.14,12.38,12.35
2023-08-08,12.09,12.07,12.39,12.25
2023-08-09,12.06,11.96,12.17,12.09
2023-08-10,12.22,12.0,12.33,12.0
2023-08-11,11.98,11.96,12.26,12.26
2023-08-14,11.84,11.59,11.9,11.83
2023-08-15,10.42,10.32,11.81,11.81
2023-08-16,10.45,10.35,10.65,10.53
2023-08-17,10.69,10.3,10.74,10.43
2023-08-18,10.71,10.71,10.96,10.79
2023-08-21,10.34,10.32,10.74,10.7
2023-08-22,10.24,9.92,10.44,10.42
2023-08-23,9.98,9.94,10.2,10.2
2023-08-24,10.37,9.96,10.49,9.96
2023-08-25,10.41,10.22,10.52,10.3
2023-08-28,10.62,10.58,11.2,11.11
2023-08-29,10.95,10.48,10.99,10.51
2023-08-30,10.91,10.78,11.29,11.15
2023-08-31,10.76,10.61,11.0,10.88
2023-09-01,10.77,10.66,10.8,10.76
2023-09-04,10.65,10.6,10.85,10.77
2023-09-05,10.77,10.54,10.89,10.65
2023-09-06,10.53,10.51,10.75,10.73
2023-09-07,10.12,10.12,10.53,10.48
2023-09-08,10.15,10.02,10.22,10.07
2023-09-11,10.12,10.06,10.27,10.17
2023-09-12,10.1,9.94,10.22,10.11
2023-09-13,9.92,9.81,10.16,10.12
2023-09-14,9.79,9.73,9.94,9.9
2023-09-15,9.97,9.74,9.98,9.83
2023-09-18,9.97,9.69,10.04,9.81
2023-09-19,9.81,9.81,10.03,9.98
2023-09-20,9.83,9.76,9.92,9.83
2023-09-21,9.84,9.73,9.92,9.76
2023-09-22,9.98,9.76,9.99,9.82
2023-09-25,9.91,9.83,10.03,9.93
2023-09-26,9.76,9.75,10.01,9.9
2023-09-27,10.12,9.8,10.31,9.81
2023-09-28,10.1,10.06,10.3,10.08
2023-10-09,9.75,9.73,10.06,9.97
2023-10-10,9.31,9.27,9.83,9.8
2023-10-11,9.52,9.32,9.63,9.47
2023-10-12,9.63,9.45,9.78,9.49
2023-10-13,9.4,9.3,9.62,9.58
2023-10-16,9.34,9.23,9.51,9.4
2023-10-17,9.28,9.23,9.4,9.34
2023-10-18,9.09,9.07,9.28,9.26
2023-10-19,9.32,9.22,9.62,9.38
2023-10-20,9.56,9.14,9.57,9.25
2023-10-23,9.25,9.14,9.46,9.42
2023-10-24,9.26,9.11,9.32,9.23
2023-10-25,9.26,9.23,9.43,9.27
2023-10-26,9.14,8.92,9.17,9.17
2023-10-27,9.4,9.03,9.47,9.11
2023-10-30,9.37,9.25,9.46,9.31
2023-10-31,9.48,9.35,9.8,9.72
2023-11-01,9.2,9.15,9.68,9.62
2023-11-02,8.88,8.88,9.17,9.11
2023-11-03,9.02,8.94,9.19,8.94
2023-11-06,9.44,9.05,9.65,9.07
2023-11-07,9.17,9.12,9.39,9.38
2023-11-08,9.58,9.13,9.79,9.15
2023-11-09,10.11,9.5,10.52,9.59
2023-11-10,10.02,9.9,10.14,10.0
2023-11-13,10.15,9.96,10.22,10.1
2023-11-14,10.45,10.11,10.59,10.26
2023-11-15,10.3,10.21,10.79,10.75
2023-11-16,10.02,9.94,10.27,10.24
2023-11-17,10.03,9.93,10.11,9.93
2023-11-20,9.77,9.68,10.05,10.02
2023-11-21,9.85,9.77,10.01,9.77
2023-11-22,9.68,9.67,9.84,9.78
2023-11-23,10.02,9.76,10.1,9.77
2023-11-24,9.88,9.84,10.05,9.95
2023-11-27,9.45,9.45,9.83,9.8
2023-11-28,9.25,9.18,9.46,9.43
2023-11-29,9.06,9.04,9.27,9.26
2023-11-30,8.88,8.79,9.13,9.07
2023-12-01,8.88,8.73,8.88,8.87
2023-12-04,8.72,8.72,8.94,8.93
2023-12-05,8.64,8.63,8.83,8.7
2023-12-06,8.69,8.57,8.85,8.6
2023-12-07,8.73,8.42,8.76,8.66
2023-12-08,8.74,8.6,8.74,8.7
2023-12-11,8.69,8.52,8.72,8.69
2023-12-12,8.59,8.55,8.74,8.7
2023-12-13,8.33,8.33,8.55,8.55
2023-12-14,8.34,8.34,8.49,8.41
2023-12-15,8.37,8.33,8.54,8.39
2023-12-18,8.15,8.11,8.41,8.33
2023-12-19,8.16,8.1,8.31,8.15
2023-12-20,8.03,8.01,8.21,8.19
2023-12-21,8.25,7.95,8.34,7.97
2023-12-22,8.37,8.16,8.47,8.25
2023-12-25,8.47,8.35,8.56,8.38
2023-12-26,8.37,8.36,8.51,8.45
2023-12-27,8.39,8.12,8.42,8.39
2023-12-28,8.98,8.33,9.06,8.35
2023-12-29,8.86,8.81,9.02,8.97
2024-01-02,8.71,8.7,8.89,8.83
2024-01-03,8.66,8.6,8.79,8.64
2024-01-04,8.52,8.44,8.67,8.64
2024-01-05,8.4,8.36,8.61,8.5
2024-01-08,8.35,8.3,8.55,8.38
2024-01-09,8.46,8.22,8.69,8.39
2024-01-10,8.49,8.36,8.65,8.4
2024-01-11,8.69,8.44,8.69,8.46
2024-01-12,8.71,8.6,8.96,8.62
2024-01-15,8.67,8.56,8.8,8.66
2024-01-16,8.92,8.56,9.04,8.65
2024-01-17,8.68,8.66,8.95,8.86
2024-01-18,9.1,8.57,9.1,8.61
2024-01-19,9.15,9.01,9.26,9.05
2024-01-22,8.83,8.72,9.1,9.04
2024-01-23,9.21,8.81,9.35,8.82
2024-01-24,9.19,8.92,9.31,9.26
2024-01-25,9.11,8.92,9.18,9.14
2024-01-26,9.04,9.0,9.22,9.0
2024-01-29,8.08,8.05,9.08,9.07
2024-01-30,7.99,7.96,8.25,8.06
2024-01-31,7.94,7.81,8.15,7.97
2024-02-01,8.0,7.89,8.14,7.9
2024-02-02,7.93,7.75,8.08,8.03
2024-02-05,7.7,7.28,7.98,7.95
2024-02-06,8.09,7.56,8.18,7.65
2024-02-07,8.06,8.0,8.28,8.11
2024-02-08,8.27,8.1,8.29,8.18
2024-02-19,8.23,8.16,8.36,8.36
2024-02-20,8.12,8.04,8.2,8.19
2024-02-21,8.24,8.0,8.39,8.06
2024-02-22,8.37,8.2,8.52,8.21
2024-02-23,8.55,8.44,8.78,8.5
","date,20日,close
2023-05-18,12.069571428571429,12.19
2023-05-19,12.072904761904761,12.31
2023-05-22,12.105333333333332,12.55
2023-05-23,12.165285714285714,12.8
2023-05-24,12.24633333333333,13.03
2023-05-25,12.360714285714286,13.41
2023-05-26,12.436666666666666,13.06
2023-05-29,12.439,12.34
2023-05-30,12.440333333333335,12.31
2023-05-31,12.48304761904762,12.73
2023-06-01,12.477142857142857,12.23
2023-06-02,12.497285714285713,12.5
2023-06-05,12.465380952380952,11.97
2023-06-06,12.410714285714286,11.73
2023-06-07,12.34352380952381,11.6
2023-06-08,12.282476190476192,11.67
2023-06-09,12.32052380952381,12.71
2023-06-12,12.346190476190475,12.65
2023-06-13,12.348904761904764,12.44
2023-06-14,12.325285714285714,12.18
2023-06-15,12.395714285714286,13.16
2023-06-16,12.492,13.48
2023-06-19,12.597952380952382,13.64
2023-06-20,12.68347619047619,13.48
2023-06-21,12.753380952380953,13.35
2023-06-26,12.860809523809522,13.76
2023-06-27,12.992285714285714,14.03
2023-06-28,13.136285714285718,14.21
2023-06-29,13.251380952380952,14.0
2023-06-30,13.364142857142856,14.06
2023-07-03,13.479142857142856,14.15
2023-07-04,13.537380952380952,13.65
2023-07-05,13.552999999999999,13.26
2023-07-06,13.53295238095238,12.95
2023-07-07,13.466142857142856,12.52
2023-07-10,13.452095238095238,13.12
2023-07-11,13.404476190476194,12.84
2023-07-12,13.361952380952381,12.9
2023-07-13,13.335380952380952,13.08
2023-07-14,13.250523809523807,12.5
2023-07-17,13.169857142857142,12.56
2023-07-18,13.072999999999997,12.36
2023-07-19,12.966238095238097,12.2
2023-07-20,12.873000000000001,12.27
2023-07-21,12.76647619047619,12.07
2023-07-24,12.657476190476192,11.98
2023-07-25,12.603619047619047,12.47
2023-07-26,12.554333333333332,12.44
2023-07-27,12.506809523809526,12.37
2023-07-28,12.488000000000003,12.59
2023-07-31,12.46095238095238,12.43
2023-08-01,12.414476190476192,12.14
2023-08-02,12.374238095238093,12.13
2023-08-03,12.351761904761904,12.26
2023-08-04,12.342095238095238,12.36
2023-08-07,12.320809523809523,12.23
2023-08-08,12.290428571428572,12.09
2023-08-09,12.260761904761903,12.06
2023-08-10,12.250333333333334,12.22
2023-08-11,12.221142857142855,11.98
2023-08-14,12.181095238095239,11.84
2023-08-15,12.009238095238096,10.42
2023-08-16,11.84947619047619,10.45
2023-08-17,11.720904761904764,10.69
2023-08-18,11.601761904761904,10.71
2023-08-21,11.453857142857144,10.34
2023-08-22,11.304238095238096,10.24
2023-08-23,11.14047619047619,9.98
2023-08-24,11.025571428571428,10.37
2023-08-25,10.924,10.41
2023-08-28,10.852809523809524,10.62
2023-08-29,10.821666666666667,10.95
2023-08-30,10.792380952380952,10.91
2023-08-31,10.754619047619046,10.76
2023-09-01,10.724952380952383,10.77
2023-09-04,10.691428571428572,10.65
2023-09-05,10.676857142857143,10.77
2023-09-06,10.645714285714286,10.53
2023-09-07,10.582809523809523,10.12
2023-09-08,10.532761904761903,10.15
2023-09-11,10.488571428571428,10.12
2023-09-12,10.450666666666667,10.1
2023-09-13,10.397142857142857,9.92
2023-09-14,10.333761904761905,9.79
2023-09-15,10.291809523809523,9.97
2023-09-18,10.253380952380953,9.97
2023-09-19,10.20147619047619,9.81
2023-09-20,10.153523809523811,9.83
2023-09-21,10.107238095238095,9.84
2023-09-22,10.076809523809525,9.98
2023-09-25,10.041761904761902,9.91
2023-09-26,9.995809523809523,9.76
2023-09-27,9.989809523809525,10.12
2023-09-28,9.985666666666665,10.1
2023-10-09,9.951333333333336,9.75
2023-10-10,9.87995238095238,9.31
2023-10-11,9.834952380952382,9.52
2023-10-12,9.806380952380952,9.63
2023-10-13,9.760190476190475,9.4
2023-10-16,9.711714285714285,9.34
2023-10-17,9.661380952380952,9.28
2023-10-18,9.596952380952379,9.09
2023-10-19,9.559238095238095,9.32
2023-10-20,9.547238095238095,9.56
2023-10-23,9.506809523809524,9.25
2023-10-24,9.470761904761904,9.26
2023-10-25,9.438095238095238,9.26
2023-10-26,9.396619047619048,9.14
2023-10-27,9.383190476190478,9.4
2023-10-30,9.369,9.37
2023-10-31,9.368190476190478,9.48
2023-11-01,9.342761904761906,9.2
2023-11-02,9.28952380952381,8.88
2023-11-03,9.255523809523812,9.02
2023-11-06,9.266666666666666,9.44
2023-11-07,9.253571428571428,9.17
2023-11-08,9.280190476190477,9.58
2023-11-09,9.357,10.11
2023-11-10,9.42295238095238,10.02
2023-11-13,9.498333333333333,10.15
2023-11-14,9.59842857142857,10.45
2023-11-15,9.678666666666667,10.3
2023-11-16,9.72647619047619,10.02
2023-11-17,9.771904761904764,10.03
2023-11-20,9.790333333333333,9.77
2023-11-21,9.81390476190476,9.85
2023-11-22,9.818476190476192,9.68
2023-11-23,9.853428571428571,10.02
2023-11-24,9.870857142857144,9.88
2023-11-27,9.84504761904762,9.45
2023-11-28,9.799809523809524,9.25
2023-11-29,9.737571428571428,9.06
2023-11-30,9.658857142857144,8.88
2023-12-01,9.580142857142857,8.88
2023-12-04,9.486857142857144,8.72
2023-12-05,9.389380952380952,8.64
2023-12-06,9.299190476190477,8.69
2023-12-07,9.21704761904762,8.73
2023-12-08,9.142428571428573,8.74
2023-12-11,9.069142857142857,8.69
2023-12-12,8.993285714285713,8.59
2023-12-13,8.901523809523809,8.33
2023-12-14,8.820095238095238,8.34
2023-12-15,8.74952380952381,8.37
2023-12-18,8.665904761904761,8.15
2023-12-19,8.590952380952382,8.16
2023-12-20,8.511666666666665,8.03
2023-12-21,8.461190476190474,8.25
2023-12-22,8.43057142857143,8.37
2023-12-25,8.416666666666666,8.47
2023-12-26,8.397904761904762,8.37
2023-12-27,8.385238095238094,8.39
2023-12-28,8.431952380952382,8.98
2023-12-29,8.466761904761903,8.86
2024-01-02,8.487380952380953,8.71
2024-01-03,8.503285714285715,8.66
2024-01-04,8.505761904761902,8.52
2024-01-05,8.497619047619047,8.4
2024-01-08,8.486285714285714,8.35
2024-01-09,8.487285714285715,8.46
2024-01-10,8.492238095238095,8.49
2024-01-11,8.516714285714286,8.69
2024-01-12,8.541380952380953,8.71
2024-01-15,8.56047619047619,8.67
2024-01-16,8.601952380952381,8.92
2024-01-17,8.616904761904761,8.68
2024-01-18,8.669380952380953,9.1
2024-01-19,8.721523809523811,9.15
2024-01-22,8.738904761904761,8.83
2024-01-23,8.790285714285716,9.21
2024-01-24,8.836238095238095,9.19
2024-01-25,8.870666666666667,9.11
2024-01-26,8.895,9.04
2024-01-29,8.827619047619047,8.08
2024-01-30,8.755380952380953,7.99
2024-01-31,8.681809523809525,7.94
2024-02-01,8.617380952380953,8.0
2024-02-02,8.548761904761903,7.93
2024-02-05,8.460476190476191,7.7
2024-02-06,8.41242857142857,8.09
2024-02-07,8.363285714285713,8.06
2024-02-08,8.336190476190476,8.27
2024-02-19,8.307285714285713,8.23
2024-02-20,8.270190476190475,8.12
2024-02-21,8.247142857142858,8.24
2024-02-22,8.239714285714287,8.37
2024-02-23,8.250904761904762,8.55
"
1669,CN,technical,"统计康龙化成从2024年02月20日到2025年01月16日，股价突破5日加权移动平均线的总次数。（权重取 1, 2, ..., n）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",32.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,low,high,open
2024-02-06,20.71,18.51,20.79,18.77
2024-02-07,20.7,20.33,21.57,20.89
2024-02-08,21.07,20.03,21.22,20.45
2024-02-19,21.27,20.62,21.3,20.92
2024-02-20,21.75,21.05,22.13,21.05
2024-02-21,21.94,21.23,22.51,21.4
2024-02-22,22.1,21.63,22.1,21.63
2024-02-23,22.16,21.68,22.38,22.15
2024-02-26,22.4,22.07,22.78,22.22
2024-02-27,22.65,21.95,22.66,22.21
2024-02-28,22.51,22.51,23.99,22.93
2024-02-29,23.35,21.9,23.35,21.91
2024-03-01,23.23,22.91,23.54,23.22
2024-03-04,24.87,23.23,25.8,23.23
2024-03-05,24.16,23.83,24.67,24.45
2024-03-06,24.27,23.69,24.54,24.18
2024-03-07,21.79,21.61,23.12,22.5
2024-03-08,21.93,21.75,22.33,21.89
2024-03-11,22.94,21.83,23.01,22.19
2024-03-12,23.42,23.26,24.05,23.26
2024-03-13,23.17,22.88,23.4,23.3
2024-03-14,23.2,23.0,24.9,24.4
2024-03-15,22.81,22.46,23.76,23.25
2024-03-18,23.6,22.3,23.67,22.99
2024-03-19,22.84,22.84,23.51,23.35
2024-03-20,22.85,22.64,23.33,22.8
2024-03-21,22.35,22.28,23.0,22.8
2024-03-22,21.27,21.26,22.21,22.1
2024-03-25,21.11,21.1,22.47,21.62
2024-03-26,20.84,20.63,21.25,21.1
2024-03-27,20.2,20.1,21.1,20.63
2024-03-28,20.43,20.05,20.66,20.35
2024-03-29,20.37,19.88,20.55,20.35
2024-04-01,21.01,20.42,21.02,20.46
2024-04-02,20.57,20.37,20.99,20.99
2024-04-03,20.39,20.33,20.83,20.45
2024-04-08,19.66,19.12,19.99,19.29
2024-04-09,20.37,19.41,20.39,19.62
2024-04-10,19.83,19.74,20.39,20.2
2024-04-11,19.38,19.36,19.85,19.57
2024-04-12,19.1,19.05,19.73,19.48
2024-04-15,19.02,18.66,19.35,19.0
2024-04-16,18.24,18.2,19.22,19.0
2024-04-17,19.0,18.31,19.08,18.38
2024-04-18,18.87,18.5,19.32,18.83
2024-04-19,18.18,18.14,18.74,18.55
2024-04-22,18.17,17.92,18.58,18.13
2024-04-23,18.46,17.88,18.64,18.21
2024-04-24,18.17,17.92,18.36,18.3
2024-04-25,18.24,17.96,18.55,18.01
2024-04-26,19.16,17.95,19.16,18.0
2024-04-29,19.95,19.08,20.24,19.1
2024-04-30,19.75,19.63,20.0,19.92
2024-05-06,20.42,19.96,20.75,20.08
2024-05-07,20.33,20.16,20.53,20.39
2024-05-08,19.96,19.82,20.47,20.22
2024-05-09,20.9,19.91,21.31,19.92
2024-05-10,21.71,20.8,21.88,20.81
2024-05-13,22.21,22.02,23.75,23.72
2024-05-14,22.46,22.0,23.15,22.21
2024-05-15,22.24,21.65,22.76,22.06
2024-05-16,22.21,21.63,22.67,22.15
2024-05-17,22.22,21.78,22.48,22.08
2024-05-20,22.13,21.96,22.76,22.29
2024-05-21,21.82,21.67,22.31,22.21
2024-05-22,22.08,21.56,22.26,21.85
2024-05-23,21.37,21.29,22.0,21.98
2024-05-24,21.1,21.05,21.61,21.55
2024-05-27,21.02,20.42,21.2,21.06
2024-05-28,20.7,20.66,21.32,20.93
2024-05-29,20.9,20.46,21.05,20.62
2024-05-30,20.88,20.45,20.96,20.7
2024-05-31,20.64,20.62,21.31,21.05
2024-06-03,19.25,19.02,20.53,20.38
2024-06-04,19.6,19.07,19.7,19.2
2024-06-05,19.79,19.31,20.04,19.41
2024-06-06,19.7,19.63,20.0,19.91
2024-06-07,19.55,19.4,19.96,19.79
2024-06-11,19.86,19.27,19.91,19.4
2024-06-12,20.99,19.72,21.5,19.75
2024-06-13,20.75,20.6,21.07,20.99
2024-06-14,20.13,19.78,20.83,20.68
2024-06-17,20.49,19.78,20.52,19.89
2024-06-18,19.96,19.5,20.35,20.26
2024-06-19,19.66,19.66,20.04,19.89
2024-06-20,19.48,19.4,20.17,19.6
2024-06-21,19.73,19.16,19.86,19.32
2024-06-24,19.21,19.15,19.68,19.51
2024-06-25,18.77,18.68,19.38,19.14
2024-06-26,19.3,18.77,19.32,18.77
2024-06-27,18.44,18.4,19.07,19.02
2024-06-28,18.58,18.3,18.9,18.5
2024-07-01,18.57,18.13,18.64,18.46
2024-07-02,18.51,18.37,18.79,18.69
2024-07-03,18.66,18.28,18.93,18.49
2024-07-04,18.08,17.88,18.75,18.6
2024-07-05,18.92,17.7,19.08,18.0
2024-07-08,18.55,18.43,18.94,18.91
2024-07-09,18.7,17.96,18.73,18.46
2024-07-10,18.7,18.49,18.96,18.58
2024-07-11,19.78,18.9,19.88,19.19
2024-07-12,19.71,19.7,20.19,19.86
2024-07-15,19.23,19.17,19.78,19.53
2024-07-16,19.44,19.2,19.49,19.23
2024-07-17,20.1,19.35,20.31,19.38
2024-07-18,20.15,19.83,20.24,19.99
2024-07-19,20.01,19.83,20.36,20.02
2024-07-22,21.19,20.0,21.47,20.33
2024-07-23,21.04,20.83,21.48,20.98
2024-07-24,20.65,20.58,21.72,20.89
2024-07-25,20.84,20.5,21.22,20.6
2024-07-26,20.7,20.51,21.03,20.84
2024-07-29,20.7,20.51,20.96,20.6
2024-07-30,21.28,20.81,21.66,20.81
2024-07-31,22.12,21.09,22.19,21.18
2024-08-01,22.06,21.88,22.3,22.07
2024-08-02,22.15,21.95,22.99,21.98
2024-08-05,21.93,21.8,22.64,22.37
2024-08-06,22.28,21.82,22.46,21.99
2024-08-07,21.7,21.66,22.27,22.1
2024-08-08,21.35,21.3,21.86,21.59
2024-08-09,20.91,20.82,21.63,21.48
2024-08-12,20.77,20.7,21.2,20.91
2024-08-13,20.91,20.48,20.91,20.69
2024-08-14,20.39,20.22,20.88,20.82
2024-08-15,20.53,20.18,20.74,20.35
2024-08-16,20.75,20.15,20.93,20.49
2024-08-19,20.51,20.3,20.85,20.66
2024-08-20,19.95,19.87,20.51,20.51
2024-08-21,19.68,19.62,20.05,19.86
2024-08-22,18.88,18.81,19.8,19.68
2024-08-23,18.74,18.62,18.98,18.88
2024-08-26,18.96,18.64,19.28,18.88
2024-08-27,18.66,18.42,18.93,18.88
2024-08-28,19.68,19.02,20.1,19.38
2024-08-29,19.84,19.59,20.05,19.63
2024-08-30,19.99,19.62,20.3,19.84
2024-09-02,19.5,19.5,20.08,19.97
2024-09-03,19.56,19.4,20.06,19.5
2024-09-04,19.72,19.41,20.08,19.51
2024-09-05,19.8,19.7,20.08,19.73
2024-09-06,19.37,19.27,19.86,19.81
2024-09-09,20.16,19.15,20.51,19.25
2024-09-10,19.99,19.37,20.17,19.91
2024-09-11,20.77,19.85,20.94,20.17
2024-09-12,20.71,20.57,21.44,20.62
2024-09-13,20.79,20.65,21.09,20.67
2024-09-18,20.69,20.24,20.84,20.7
2024-09-19,21.21,20.71,21.85,21.08
2024-09-20,21.55,20.94,21.6,21.04
2024-09-23,21.35,21.12,22.8,22.62
2024-09-24,21.54,20.42,21.67,21.32
2024-09-25,21.78,21.39,22.72,21.5
2024-09-26,22.29,20.91,22.3,21.3
2024-09-27,25.3,22.7,26.23,22.7
2024-09-30,30.35,26.55,30.36,27.5
2024-10-08,36.42,33.37,36.42,36.42
2024-10-09,31.78,31.71,35.49,34.36
2024-10-10,31.2,31.16,33.38,32.38
2024-10-11,28.05,27.36,31.2,30.33
2024-10-14,28.55,27.18,28.76,28.05
2024-10-15,27.41,27.39,28.88,28.48
2024-10-16,26.08,25.33,26.3,25.6
2024-10-17,25.51,25.48,26.3,26.08
2024-10-18,27.55,25.35,28.73,25.47
2024-10-21,28.3,27.21,28.8,27.72
2024-10-22,28.91,27.72,29.47,27.98
2024-10-23,29.71,28.21,30.19,28.75
2024-10-24,28.43,28.41,30.4,29.36
2024-10-25,30.49,28.23,30.72,28.28
2024-10-28,31.72,29.88,32.0,30.5
2024-10-29,30.01,29.89,32.54,32.0
2024-10-30,29.56,29.32,30.9,29.85
2024-10-31,29.17,28.78,29.86,29.35
2024-11-01,28.79,28.23,29.8,28.9
2024-11-04,29.61,28.91,30.28,29.03
2024-11-05,30.61,29.02,30.78,29.68
2024-11-06,30.24,29.99,31.64,30.38
2024-11-07,30.93,29.21,31.0,29.48
2024-11-08,30.55,30.47,31.76,31.48
2024-11-11,31.55,29.95,31.65,30.1
2024-11-12,31.41,31.07,33.07,31.4
2024-11-13,30.58,29.97,31.38,31.04
2024-11-14,29.44,29.38,30.73,30.38
2024-11-15,28.41,28.4,29.86,29.44
2024-11-18,27.48,27.31,28.58,28.3
2024-11-19,28.11,27.39,28.22,27.71
2024-11-20,28.64,27.96,29.2,28.0
2024-11-21,28.38,28.05,28.78,28.56
2024-11-22,26.72,26.66,28.32,28.28
2024-11-25,26.95,26.02,27.15,26.75
2024-11-26,26.68,26.53,27.36,26.58
2024-11-27,27.52,26.49,27.54,26.53
2024-11-28,26.99,26.96,27.65,27.5
2024-11-29,27.51,26.85,28.05,27.09
2024-12-02,28.02,27.31,28.16,27.58
2024-12-03,28.03,27.66,28.37,27.93
2024-12-04,27.41,27.32,27.89,27.89
2024-12-05,27.34,27.06,27.67,27.33
2024-12-06,29.55,27.2,29.76,27.33
2024-12-09,29.6,29.56,31.17,30.98
2024-12-10,29.1,28.95,30.53,30.5
2024-12-11,29.49,28.83,29.77,28.83
2024-12-12,29.38,28.84,29.43,29.35
2024-12-13,28.54,28.5,29.16,29.06
2024-12-16,28.07,27.86,28.67,28.28
2024-12-17,27.79,27.58,28.32,28.15
2024-12-18,27.98,27.76,28.28,27.9
2024-12-19,27.67,27.32,27.92,27.5
2024-12-20,27.91,27.52,28.26,27.57
2024-12-23,27.37,27.32,28.0,27.85
2024-12-24,27.55,27.27,27.77,27.35
2024-12-25,27.09,26.95,28.14,27.85
2024-12-26,27.23,26.81,27.27,26.81
2024-12-27,26.03,25.86,26.66,26.5
2024-12-30,26.48,25.83,26.74,26.0
2024-12-31,25.7,25.7,26.56,26.54
2025-01-02,25.17,24.91,25.94,25.83
2025-01-03,24.38,24.35,25.4,25.17
2025-01-06,24.66,24.42,25.1,24.52
2025-01-07,24.76,24.25,24.77,24.69
2025-01-08,24.59,23.85,24.77,24.57
2025-01-09,24.6,24.44,25.11,24.55
2025-01-10,24.17,24.17,24.97,24.55
2025-01-13,24.41,23.9,24.56,23.91
2025-01-14,25.35,24.46,25.35,24.5
2025-01-15,25.0,24.7,25.3,25.18
2025-01-16,24.85,24.7,25.49,25.18
","date,5日,close
2024-02-20,21.276666666666664,21.75
2024-02-21,21.55666666666667,21.94
2024-02-22,21.808,22.1
2024-02-23,21.986,22.16
2024-02-26,22.171333333333333,22.4
2024-02-27,22.36466666666667,22.65
2024-02-28,22.45133333333333,22.51
2024-02-29,22.779999999999998,23.35
2024-03-01,22.985333333333333,23.23
2024-03-04,23.666000000000004,24.87
2024-03-05,23.945333333333334,24.16
2024-03-06,24.160666666666664,24.27
2024-03-07,23.432,21.79
2024-03-08,22.854,21.93
2024-03-11,22.699333333333335,22.94
2024-03-12,22.833333333333332,23.42
2024-03-13,22.933333333333337,23.17
2024-03-14,23.116666666666667,23.2
2024-03-15,23.076000000000004,22.81
2024-03-18,23.240000000000002,23.6
2024-03-19,23.10666666666667,22.84
2024-03-20,23.015333333333334,22.85
2024-03-21,22.778666666666666,22.35
2024-03-22,22.23866666666667,21.27
2024-03-25,21.748,21.11
2024-03-26,21.333333333333332,20.84
2024-03-27,20.838666666666665,20.2
2024-03-28,20.597333333333335,20.43
2024-03-29,20.464,20.37
2024-04-01,20.604,21.01
2024-04-02,20.604,20.57
2024-04-03,20.562,20.39
2024-04-08,20.264,19.66
2024-04-09,20.254,20.37
2024-04-10,20.064,19.83
2024-04-11,19.802666666666664,19.38
2024-04-12,19.52733333333333,19.1
2024-04-15,19.31133333333333,19.02
2024-04-16,18.877999999999997,18.24
2024-04-17,18.84,19.0
2024-04-18,18.814000000000004,18.87
2024-04-19,18.592,18.18
2024-04-22,18.428,18.17
2024-04-23,18.417333333333332,18.46
2024-04-24,18.295333333333335,18.17
2024-04-25,18.252,18.24
2024-04-26,18.557333333333336,19.16
2024-04-29,19.06066666666667,19.95
2024-04-30,19.378666666666668,19.75
2024-05-06,19.834,20.42
2024-05-07,20.109333333333332,20.33
2024-05-08,20.122000000000003,19.96
2024-05-09,20.39466666666667,20.9
2024-05-10,20.874000000000002,21.71
2024-05-13,21.389333333333337,22.21
2024-05-14,21.868666666666666,22.46
2024-05-15,22.13266666666667,22.24
2024-05-16,22.234666666666666,22.21
2024-05-17,22.252666666666663,22.22
2024-05-20,22.206666666666663,22.13
2024-05-21,22.06266666666666,21.82
2024-05-22,22.048000000000002,22.08
2024-05-23,21.807333333333336,21.37
2024-05-24,21.532666666666668,21.1
2024-05-27,21.305999999999997,21.02
2024-05-28,21.046666666666667,20.7
2024-05-29,20.92866666666667,20.9
2024-05-30,20.882666666666662,20.88
2024-05-31,20.78933333333333,20.64
2024-06-03,20.263333333333332,19.25
2024-06-04,19.971999999999998,19.6
2024-06-05,19.817333333333334,19.79
2024-06-06,19.706666666666667,19.7
2024-06-07,19.624666666666666,19.55
2024-06-11,19.718666666666667,19.86
2024-06-12,20.148666666666667,20.99
2024-06-13,20.406,20.75
2024-06-14,20.392666666666667,20.13
2024-06-17,20.470666666666666,20.49
2024-06-18,20.30933333333333,19.96
2024-06-19,20.041333333333334,19.66
2024-06-20,19.802,19.48
2024-06-21,19.730666666666668,19.73
2024-06-24,19.512666666666668,19.21
2024-06-25,19.233333333333334,18.77
2024-06-26,19.209999999999997,19.3
2024-06-27,18.924,18.44
2024-06-28,18.754,18.58
2024-07-01,18.657333333333334,18.57
2024-07-02,18.583333333333332,18.51
2024-07-03,18.576666666666668,18.66
2024-07-04,18.41933333333333,18.08
2024-07-05,18.566,18.92
2024-07-08,18.566666666666666,18.55
2024-07-09,18.618666666666666,18.7
2024-07-10,18.658,18.7
2024-07-11,19.05466666666667,19.78
2024-07-12,19.314666666666668,19.71
2024-07-15,19.362000000000002,19.23
2024-07-16,19.434,19.44
2024-07-17,19.676666666666666,20.1
2024-07-18,19.842666666666666,20.15
2024-07-19,19.937333333333335,20.01
2024-07-22,20.40533333333333,21.19
2024-07-23,20.692666666666664,21.04
2024-07-24,20.743333333333332,20.65
2024-07-25,20.820666666666668,20.84
2024-07-26,20.805333333333333,20.7
2024-07-29,20.743999999999996,20.7
2024-07-30,20.908666666666665,21.28
2024-07-31,21.337333333333333,22.12
2024-08-01,21.648000000000003,22.06
2024-08-02,21.907333333333334,22.15
2024-08-05,21.996666666666666,21.93
2024-08-06,22.12066666666667,22.28
2024-08-07,21.984666666666666,21.7
2024-08-08,21.759999999999998,21.35
2024-08-09,21.436,20.91
2024-08-12,21.148000000000003,20.77
2024-08-13,20.983999999999998,20.91
2024-08-14,20.738,20.39
2024-08-15,20.625999999999998,20.53
2024-08-16,20.642,20.75
2024-08-19,20.58866666666667,20.51
2024-08-20,20.366,19.95
2024-08-21,20.11733333333333,19.68
2024-08-22,19.649333333333335,18.88
2024-08-23,19.244666666666664,18.74
2024-08-26,19.047333333333334,18.96
2024-08-27,18.853333333333335,18.66
2024-08-28,19.08533333333333,19.68
2024-08-29,19.37066666666667,19.84
2024-08-30,19.642,19.99
2024-09-02,19.666666666666668,19.5
2024-09-03,19.675333333333334,19.56
2024-09-04,19.67733333333333,19.72
2024-09-05,19.70333333333333,19.8
2024-09-06,19.58866666666667,19.37
2024-09-09,19.778666666666666,20.16
2024-09-10,19.868,19.99
2024-09-11,20.18866666666667,20.77
2024-09-12,20.419333333333334,20.71
2024-09-13,20.616,20.79
2024-09-18,20.684666666666665,20.69
2024-09-19,20.891333333333332,21.21
2024-09-20,21.130000000000003,21.55
2024-09-23,21.25,21.35
2024-09-24,21.390666666666668,21.54
2024-09-25,21.561333333333334,21.78
2024-09-26,21.829333333333334,22.29
2024-09-27,23.028666666666666,25.3
2024-09-30,25.661333333333335,30.35
2024-10-08,29.717333333333332,36.42
2024-10-09,31.234666666666666,31.78
2024-10-10,31.892,31.2
2024-10-11,30.90533333333333,28.05
2024-10-14,29.901999999999997,28.55
2024-10-15,28.63866666666667,27.41
2024-10-16,27.532666666666664,26.08
2024-10-17,26.616666666666667,25.51
2024-10-18,26.76,27.55
2024-10-21,27.186666666666667,28.3
2024-10-22,27.833333333333332,28.91
2024-10-23,28.646666666666665,29.71
2024-10-24,28.791333333333334,28.43
2024-10-25,29.428,30.49
2024-10-28,30.278666666666663,31.72
2024-10-29,30.33133333333333,30.01
2024-10-30,30.160666666666664,29.56
2024-10-31,29.87,29.17
2024-11-01,29.403333333333332,28.79
2024-11-04,29.32333333333333,29.61
2024-11-05,29.717333333333336,30.61
2024-11-06,29.947999999999997,30.24
2024-11-07,30.36333333333333,30.93
2024-11-08,30.534666666666666,30.55
2024-11-11,30.922,31.55
2024-11-12,31.133333333333333,31.41
2024-11-13,31.014666666666663,30.58
2024-11-14,30.493333333333332,29.44
2024-11-15,29.728,28.41
2024-11-18,28.79533333333333,27.48
2024-11-19,28.344,28.11
2024-11-20,28.28933333333333,28.64
2024-11-21,28.27733333333333,28.38
2024-11-22,27.782666666666668,26.72
2024-11-25,27.47733333333333,26.95
2024-11-26,27.11733333333333,26.68
2024-11-27,27.13266666666667,27.52
2024-11-28,27.046,26.99
2024-11-29,27.22533333333333,27.51
2024-12-02,27.522000000000002,28.02
2024-12-03,27.750666666666667,28.03
2024-12-04,27.682666666666666,27.41
2024-12-05,27.598666666666663,27.34
2024-12-06,28.228,29.55
2024-12-09,28.738,29.6
2024-12-10,28.976,29.1
2024-12-11,29.272666666666666,29.49
2024-12-12,29.394,29.38
2024-12-13,29.099333333333334,28.54
2024-12-16,28.715333333333334,28.07
2024-12-17,28.339999999999996,27.79
2024-12-18,28.115333333333336,27.98
2024-12-19,27.888,27.67
2024-12-20,27.854666666666667,27.91
2024-12-23,27.683333333333334,27.37
2024-12-24,27.61866666666667,27.55
2024-12-25,27.416666666666668,27.09
2024-12-26,27.32066666666667,27.23
2024-12-27,26.854000000000003,26.03
2024-12-30,26.66266666666667,26.48
2024-12-31,26.270666666666667,25.7
2025-01-02,25.825333333333337,25.17
2025-01-03,25.244666666666664,24.38
2025-01-06,24.947333333333333,24.66
2025-01-07,24.77466666666667,24.76
2025-01-08,24.660000000000004,24.59
2025-01-09,24.622666666666667,24.6
2025-01-10,24.48,24.17
2025-01-13,24.431333333333335,24.41
2025-01-14,24.712666666666667,25.35
2025-01-15,24.838000000000005,25.0
2025-01-16,24.886000000000003,24.85
"
1670,CN,technical,"宝钢股份2021年07月20日至2022年04月01日, 价格突破10日指数移动平均线有多少次？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",20.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2021-05-24,7.73,7.57,7.83,7.77
2021-05-25,7.74,7.55,7.77,7.73
2021-05-26,7.76,7.61,7.8,7.64
2021-05-27,7.87,7.72,7.93,7.78
2021-05-28,7.86,7.81,8.06,8.0
2021-05-31,7.88,7.78,7.92,7.9
2021-06-01,7.95,7.59,7.97,7.78
2021-06-02,7.78,7.76,7.97,7.89
2021-06-03,7.84,7.79,7.98,7.82
2021-06-04,7.9,7.76,8.0,7.81
2021-06-07,7.73,7.69,7.89,7.88
2021-06-08,7.88,7.69,7.95,7.7
2021-06-09,7.94,7.85,8.04,7.88
2021-06-10,7.94,7.91,8.08,8.02
2021-06-11,8.02,7.9,8.07,8.0
2021-06-15,7.78,7.7,8.01,8.01
2021-06-16,7.69,7.65,7.95,7.76
2021-06-17,7.35,7.28,7.7,7.69
2021-06-18,7.0,6.93,7.16,7.04
2021-06-21,7.13,7.05,7.17,7.08
2021-06-22,7.15,7.01,7.2,7.1
2021-06-23,7.49,7.1,7.59,7.14
2021-06-24,7.64,7.41,7.69,7.49
2021-06-25,7.67,7.55,7.75,7.67
2021-06-28,7.65,7.53,7.68,7.66
2021-06-29,7.57,7.54,7.66,7.63
2021-06-30,7.64,7.57,7.71,7.63
2021-07-01,7.73,7.56,7.78,7.67
2021-07-02,7.63,7.48,7.71,7.61
2021-07-05,7.5,7.33,7.66,7.61
2021-07-06,7.45,7.41,7.68,7.53
2021-07-07,7.59,7.41,7.61,7.46
2021-07-08,7.58,7.5,7.68,7.65
2021-07-09,7.7,7.51,7.77,7.54
2021-07-12,7.65,7.58,7.93,7.75
2021-07-13,7.64,7.56,7.7,7.65
2021-07-14,7.51,7.51,7.74,7.64
2021-07-15,8.05,7.51,8.12,7.57
2021-07-16,7.98,7.93,8.22,8.06
2021-07-19,7.86,7.81,8.18,8.07
2021-07-20,7.62,7.5,7.74,7.73
2021-07-21,7.66,7.54,7.73,7.69
2021-07-22,8.06,7.59,8.13,7.61
2021-07-23,8.09,8.08,8.39,8.18
2021-07-26,7.76,7.68,8.18,8.13
2021-07-27,7.37,7.36,7.9,7.8
2021-07-28,7.17,7.03,7.35,7.3
2021-07-29,7.23,7.06,7.29,7.28
2021-07-30,7.92,7.19,7.95,7.23
2021-08-02,7.3,7.15,7.63,7.6
2021-08-03,7.16,7.11,7.29,7.19
2021-08-04,7.38,7.19,7.5,7.21
2021-08-05,7.35,7.24,7.43,7.34
2021-08-06,7.46,7.3,7.56,7.32
2021-08-09,7.75,7.4,7.78,7.42
2021-08-10,7.93,7.67,7.96,7.81
2021-08-11,8.05,7.86,8.11,8.02
2021-08-12,8.29,7.98,8.58,8.04
2021-08-13,8.25,8.15,8.37,8.16
2021-08-16,8.47,8.19,8.57,8.27
2021-08-17,8.3,8.19,8.52,8.43
2021-08-18,8.36,8.23,8.51,8.29
2021-08-19,8.41,8.04,8.47,8.19
2021-08-20,8.39,8.18,8.49,8.3
2021-08-23,8.33,8.26,8.51,8.43
2021-08-24,8.4,8.3,8.68,8.36
2021-08-25,8.53,8.3,8.55,8.42
2021-08-26,8.93,8.5,9.12,8.54
2021-08-27,9.1,8.82,9.2,8.82
2021-08-30,9.64,9.37,9.75,9.4
2021-08-31,10.19,9.66,10.31,9.67
2021-09-01,10.25,9.98,10.55,10.2
2021-09-02,10.4,9.98,10.54,10.21
2021-09-03,10.05,9.89,10.35,10.32
2021-09-06,10.24,10.04,10.38,10.05
2021-09-07,10.84,10.11,10.93,10.17
2021-09-08,10.53,10.43,10.8,10.69
2021-09-09,11.42,10.51,11.57,10.51
2021-09-10,11.24,11.03,11.44,11.28
2021-09-13,11.84,11.15,12.07,11.15
2021-09-14,11.04,10.96,11.72,11.72
2021-09-15,11.03,10.83,11.36,10.97
2021-09-16,11.01,10.94,11.52,11.22
2021-09-17,10.45,10.11,11.15,10.92
2021-09-22,10.46,9.98,10.48,10.28
2021-09-23,10.35,10.09,10.62,10.46
2021-09-24,9.61,9.52,10.36,10.18
2021-09-27,9.25,9.2,9.67,9.61
2021-09-28,9.23,9.07,9.45,9.33
2021-09-29,8.61,8.52,9.23,9.2
2021-09-30,8.7,8.56,8.78,8.69
2021-10-08,8.62,8.49,8.85,8.85
2021-10-11,8.39,8.21,8.65,8.65
2021-10-12,8.04,7.91,8.5,8.42
2021-10-13,8.07,7.88,8.14,8.05
2021-10-14,8.04,7.97,8.22,8.02
2021-10-15,7.77,7.66,7.89,7.8
2021-10-18,7.82,7.67,7.88,7.75
2021-10-19,7.88,7.68,7.9,7.8
2021-10-20,7.8,7.5,7.86,7.8
2021-10-21,7.69,7.67,7.94,7.86
2021-10-22,7.44,7.37,7.72,7.61
2021-10-25,7.46,7.23,7.5,7.44
2021-10-26,7.41,7.35,7.55,7.47
2021-10-27,7.22,7.18,7.46,7.42
2021-10-28,7.07,6.95,7.25,7.25
2021-10-29,7.13,7.05,7.19,7.12
2021-11-01,7.01,6.98,7.14,7.14
2021-11-02,6.76,6.63,7.03,7.0
2021-11-03,6.85,6.67,6.89,6.77
2021-11-04,6.71,6.66,6.84,6.84
2021-11-05,6.41,6.38,6.63,6.61
2021-11-08,6.41,6.39,6.56,6.45
2021-11-09,6.31,6.27,6.44,6.43
2021-11-10,6.37,6.14,6.41,6.26
2021-11-11,6.57,6.39,6.7,6.4
2021-11-12,6.37,6.35,6.59,6.57
2021-11-15,6.5,6.27,6.51,6.36
2021-11-16,6.32,6.31,6.6,6.5
2021-11-17,6.46,6.28,6.47,6.3
2021-11-18,6.42,6.39,6.51,6.43
2021-11-19,6.53,6.32,6.56,6.4
2021-11-22,6.43,6.42,6.55,6.53
2021-11-23,6.59,6.49,6.78,6.49
2021-11-24,6.78,6.56,6.81,6.65
2021-11-25,6.72,6.69,6.81,6.8
2021-11-26,6.77,6.61,6.93,6.66
2021-11-29,6.66,6.51,6.7,6.65
2021-11-30,6.52,6.48,6.7,6.62
2021-12-01,6.77,6.48,6.77,6.54
2021-12-02,6.99,6.71,7.04,6.73
2021-12-03,7.01,6.87,7.05,6.99
2021-12-06,7.01,7.0,7.27,7.05
2021-12-07,7.23,6.95,7.24,7.09
2021-12-08,7.18,7.08,7.23,7.19
2021-12-09,7.11,7.07,7.19,7.17
2021-12-10,7.01,6.93,7.13,7.11
2021-12-13,7.08,7.03,7.17,7.05
2021-12-14,6.96,6.95,7.1,7.04
2021-12-15,7.0,6.94,7.06,6.96
2021-12-16,7.47,7.01,7.51,7.01
2021-12-17,7.49,7.42,7.62,7.49
2021-12-20,7.24,7.21,7.53,7.46
2021-12-21,7.48,7.18,7.5,7.27
2021-12-22,7.34,7.28,7.49,7.48
2021-12-23,7.38,7.3,7.39,7.33
2021-12-24,7.26,7.24,7.41,7.37
2021-12-27,7.24,7.1,7.26,7.19
2021-12-28,7.16,7.11,7.23,7.21
2021-12-29,7.13,7.11,7.21,7.13
2021-12-30,7.11,7.08,7.19,7.15
2021-12-31,7.16,7.07,7.2,7.09
2022-01-04,7.23,7.12,7.3,7.14
2022-01-05,7.16,7.13,7.3,7.27
2022-01-06,7.4,7.13,7.45,7.16
2022-01-07,7.62,7.34,7.7,7.36
2022-01-10,7.6,7.51,7.74,7.69
2022-01-11,7.65,7.56,7.78,7.58
2022-01-12,7.51,7.37,7.61,7.61
2022-01-13,7.46,7.43,7.64,7.51
2022-01-14,7.26,7.24,7.46,7.43
2022-01-17,7.32,7.18,7.35,7.22
2022-01-18,7.56,7.25,7.57,7.29
2022-01-19,7.7,7.55,7.73,7.61
2022-01-20,7.77,7.63,7.85,7.66
2022-01-21,7.5,7.46,7.73,7.71
2022-01-24,7.56,7.36,7.61,7.44
2022-01-25,7.23,7.21,7.54,7.53
2022-01-26,7.27,7.15,7.39,7.24
2022-01-27,7.23,7.17,7.35,7.22
2022-01-28,7.04,6.93,7.29,7.29
2022-02-07,7.29,7.05,7.39,7.05
2022-02-08,7.62,7.27,7.64,7.33
2022-02-09,7.62,7.51,7.66,7.6
2022-02-10,7.7,7.52,7.75,7.58
2022-02-11,7.67,7.64,7.92,7.7
2022-02-14,7.36,7.31,7.64,7.61
2022-02-15,7.28,7.21,7.39,7.34
2022-02-16,7.46,7.29,7.55,7.3
2022-02-17,7.39,7.36,7.53,7.46
2022-02-18,7.61,7.31,7.64,7.34
2022-02-21,7.53,7.45,7.65,7.62
2022-02-22,7.39,7.32,7.51,7.46
2022-02-23,7.35,7.28,7.42,7.36
2022-02-24,7.12,7.01,7.31,7.3
2022-02-25,7.17,7.11,7.32,7.12
2022-02-28,7.22,7.07,7.23,7.19
2022-03-01,7.29,7.2,7.42,7.25
2022-03-02,7.27,7.22,7.43,7.26
2022-03-03,7.5,7.28,7.51,7.34
2022-03-04,7.45,7.33,7.57,7.46
2022-03-07,7.41,7.38,7.63,7.52
2022-03-08,7.25,7.18,7.45,7.43
2022-03-09,7.13,6.8,7.28,7.26
2022-03-10,7.08,7.07,7.22,7.18
2022-03-11,6.91,6.75,7.03,7.03
2022-03-14,6.71,6.71,6.93,6.8
2022-03-15,6.18,6.17,6.68,6.68
2022-03-16,6.34,6.02,6.4,6.22
2022-03-17,6.65,6.39,6.74,6.43
2022-03-18,6.68,6.58,6.73,6.65
2022-03-21,6.63,6.56,6.75,6.74
2022-03-22,6.73,6.6,6.76,6.64
2022-03-23,6.66,6.58,6.74,6.7
2022-03-24,6.68,6.63,6.75,6.68
2022-03-25,6.61,6.6,6.7,6.69
2022-03-28,6.7,6.45,6.76,6.56
2022-03-29,6.62,6.6,6.71,6.67
2022-03-30,6.73,6.58,6.73,6.64
2022-03-31,6.75,6.68,6.83,6.69
2022-04-01,6.87,6.69,6.88,6.72
","date,10日,close
2021-06-04,7.83549439845907,7.9
2021-06-07,7.816313598739239,7.73
2021-06-08,7.827892944423013,7.88
2021-06-09,7.848276045437011,7.94
2021-06-10,7.864953128084826,7.94
2021-06-11,7.893143468433039,8.02
2021-06-15,7.8725719287179405,7.78
2021-06-16,7.8393770325874055,7.69
2021-06-17,7.750399390298785,7.35
2021-06-18,7.613963137517187,7.0
2021-06-21,7.525969839786789,7.13
2021-06-22,7.457611687098281,7.15
2021-06-23,7.463500471262229,7.49
2021-06-24,7.4955912946690955,7.64
2021-06-25,7.527301968365623,7.67
2021-06-28,7.549610701390055,7.65
2021-06-29,7.553317846591863,7.57
2021-06-30,7.569078238120614,7.64
2021-07-01,7.5983367402805015,7.73
2021-07-02,7.604093696593138,7.63
2021-07-05,7.5851675699398395,7.5
2021-07-06,7.560591648132595,7.45
2021-07-07,7.565938621199395,7.59
2021-07-08,7.568495235526777,7.58
2021-07-09,7.592405192703727,7.7
2021-07-12,7.602876975848504,7.65
2021-07-13,7.609626616603322,7.64
2021-07-14,7.591512686311808,7.51
2021-07-15,7.674874016073297,8.05
2021-07-16,7.730351467696334,7.98
2021-07-19,7.7539239281151815,7.86
2021-07-20,7.72957412300333,7.62
2021-07-21,7.716924282457269,7.66
2021-07-22,7.779301685646856,8.06
2021-07-23,7.835792288256518,8.09
2021-07-26,7.822011872209878,7.76
2021-07-27,7.739827895444446,7.37
2021-07-28,7.636222823545455,7.17
2021-07-29,7.562364128355371,7.23
2021-07-30,7.627388832290757,7.92
2021-08-02,7.567863590056073,7.3
2021-08-03,7.493706573682242,7.16
2021-08-04,7.473032651194561,7.38
2021-08-05,7.450663078250095,7.35
2021-08-06,7.452360700386441,7.46
2021-08-09,7.506476936679815,7.75
2021-08-10,7.583481130010757,7.93
2021-08-11,7.668302742736073,8.05
2021-08-12,7.78133860769315,8.29
2021-08-13,7.866549769930758,8.25
2021-08-16,7.976267993579711,8.47
2021-08-17,8.0351283583834,8.3
2021-08-18,8.094195929586418,8.36
2021-08-19,8.151614851479795,8.41
2021-08-20,8.194957605756196,8.39
2021-08-23,8.219510768345978,8.33
2021-08-24,8.252326992283074,8.4
2021-08-25,8.30281299368615,8.53
2021-08-26,8.416846994834122,8.93
2021-08-27,8.541056632137009,9.1
2021-08-30,8.740864517203008,9.64
2021-08-31,9.00434369589337,10.19
2021-09-01,9.230826660276394,10.25
2021-09-02,9.443403631135231,10.4
2021-09-03,9.553693880019734,10.05
2021-09-06,9.678476810925236,10.24
2021-09-07,9.889662845302466,10.84
2021-09-08,10.006087782520199,10.53
2021-09-09,10.263162731152889,11.42
2021-09-10,10.440769507306907,11.24
2021-09-13,10.695175051432923,11.84
2021-09-14,10.757870496626937,11.04
2021-09-15,10.807348588149312,11.03
2021-09-16,10.844194299394891,11.01
2021-09-17,10.77252260859582,10.45
2021-09-22,10.715700316123852,10.46
2021-09-23,10.649209349555878,10.35
2021-09-24,10.460262195091174,9.61
2021-09-27,10.240214523256414,9.25
2021-09-28,10.05653915539161,9.23
2021-09-29,9.793532036229497,8.61
2021-09-30,9.594708029642314,8.7
2021-10-08,9.417488387889165,8.62
2021-10-11,9.230672317363862,8.39
2021-10-12,9.014186441479522,8.04
2021-10-13,8.842516179392335,8.07
2021-10-14,8.696604146775547,8.04
2021-10-15,8.528130665543628,7.77
2021-10-18,8.399379635444786,7.82
2021-10-19,8.304946974454825,7.88
2021-10-20,8.213138433644858,7.8
2021-10-21,8.118022354800337,7.69
2021-10-22,7.994745563018457,7.44
2021-10-25,7.897519097015101,7.46
2021-10-26,7.808879261194173,7.41
2021-10-27,7.701810304613414,7.22
2021-10-28,7.586935703774611,7.07
2021-10-29,7.5038564849065,7.13
2021-11-01,7.414064396741681,7.01
2021-11-02,7.295143597334102,6.76
2021-11-03,7.21420839781881,6.85
2021-11-04,7.1225341436699345,6.71
2021-11-05,6.992982481184491,6.41
2021-11-08,6.886985666423675,6.41
2021-11-09,6.78207918161937,6.31
2021-11-10,6.7071556940522115,6.37
2021-11-11,6.682218295133627,6.57
2021-11-12,6.625451332382058,6.37
2021-11-15,6.602641999221683,6.5
2021-11-16,6.551252544817741,6.32
2021-11-17,6.534661173032697,6.46
2021-11-18,6.513813687026752,6.42
2021-11-19,6.516756653021887,6.53
2021-11-22,6.500982716108816,6.43
2021-11-23,6.517167676816304,6.59
2021-11-24,6.564955371940613,6.78
2021-11-25,6.593145304315047,6.72
2021-11-26,6.625300703530492,6.77
2021-11-29,6.631609666524947,6.66
2021-11-30,6.611316999884047,6.52
2021-12-01,6.640168454450583,6.77
2021-12-02,6.7037741900050225,6.99
2021-12-03,6.759451610004109,7.01
2021-12-06,6.805005862730634,7.01
2021-12-07,6.882277524052337,7.23
2021-12-08,6.936408883315548,7.18
2021-12-09,6.967970904530903,7.11
2021-12-10,6.975612558252556,7.01
2021-12-13,6.9945920931157275,7.08
2021-12-14,6.98830262164014,6.96
2021-12-15,6.990429417705569,7.0
2021-12-16,7.077624069031828,7.47
2021-12-17,7.152601511026042,7.49
2021-12-20,7.168492145384943,7.24
2021-12-21,7.225129937133135,7.48
2021-12-22,7.246015403108927,7.34
2021-12-23,7.2703762389073034,7.38
2021-12-24,7.268489650015066,7.26
2021-12-27,7.26330971364869,7.24
2021-12-28,7.244526129348928,7.16
2021-12-29,7.223703196740031,7.13
2021-12-30,7.2030298882418435,7.11
2021-12-31,7.195206272197871,7.16
2022-01-04,7.201532404525531,7.23
2022-01-05,7.193981058248161,7.16
2022-01-06,7.231439047657586,7.4
2022-01-07,7.302086493538025,7.62
2022-01-10,7.35625258562202,7.6
2022-01-11,7.409661206418017,7.65
2022-01-12,7.427904623432922,7.51
2022-01-13,7.433740146445118,7.46
2022-01-14,7.402151028909642,7.26
2022-01-17,7.387214478198797,7.32
2022-01-18,7.418630027617198,7.56
2022-01-19,7.469788204414071,7.7
2022-01-20,7.524372167247876,7.77
2022-01-21,7.5199408641118985,7.5
2022-01-24,7.52722434336428,7.56
2022-01-25,7.473183553661682,7.23
2022-01-26,7.436241089359557,7.27
2022-01-27,7.398742709476001,7.23
2022-01-28,7.333516762298546,7.04
2022-02-07,7.32560462369881,7.29
2022-02-08,7.379131055753572,7.62
2022-02-09,7.422925409252922,7.62
2022-02-10,7.473302607570573,7.7
2022-02-11,7.509065769830468,7.67
2022-02-14,7.481962902588565,7.36
2022-02-15,7.44524237484519,7.28
2022-02-16,7.447925579418792,7.46
2022-02-17,7.437393655888102,7.39
2022-02-18,7.468776627544811,7.61
2022-02-21,7.479908149809391,7.53
2022-02-22,7.463561213480411,7.39
2022-02-23,7.442913720120336,7.35
2022-02-24,7.384202134643911,7.12
2022-02-25,7.345256291981381,7.17
2022-02-28,7.3224824207120385,7.22
2022-03-01,7.316576526037122,7.29
2022-03-02,7.3081080667576455,7.27
2022-03-03,7.342997509165347,7.5
2022-03-04,7.3624525074989196,7.45
2022-03-07,7.371097506135479,7.41
2022-03-08,7.349079777747209,7.25
2022-03-09,7.30924709088408,7.13
2022-03-10,7.267565801632428,7.08
2022-03-11,7.202553837699259,6.91
2022-03-14,7.112998594481211,6.71
2022-03-15,6.943362486393717,6.18
2022-03-16,6.833660216140313,6.34
2022-03-17,6.800267449569346,6.65
2022-03-18,6.778400640556738,6.68
2022-03-21,6.7514187059100585,6.63
2022-03-22,6.747524395744593,6.73
2022-03-23,6.731610869245576,6.66
2022-03-24,6.722227074837289,6.68
2022-03-25,6.7018221521396,6.61
2022-03-28,6.701490851750583,6.7
2022-03-29,6.686674333250476,6.62
2022-03-30,6.694551727204934,6.73
2022-03-31,6.704633231349492,6.75
2022-04-01,6.734699916558674,6.87
"
1671,CN,technical,春秋航空在2023年03月21日到2023年08月17日期间，收盘价跌破60日指数移动平均线共几次？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2022-03-24,46.84,46.3,47.19,46.3
2022-03-25,45.67,45.06,46.83,46.83
2022-03-28,44.88,44.06,45.39,44.78
2022-03-29,44.19,44.04,45.16,44.37
2022-03-30,45.01,44.19,45.45,44.19
2022-03-31,44.0,43.9,45.21,44.95
2022-04-01,45.91,43.32,46.2,43.5
2022-04-06,45.93,44.8,47.05,45.05
2022-04-07,44.61,44.53,46.45,45.21
2022-04-08,44.84,44.2,45.35,44.7
2022-04-11,43.11,43.0,44.6,44.49
2022-04-12,46.75,42.86,47.41,42.97
2022-04-13,47.81,45.0,48.35,45.76
2022-04-14,49.5,47.9,49.99,48.21
2022-04-15,47.85,47.5,49.2,49.09
2022-04-18,48.9,46.8,49.3,47.66
2022-04-19,49.11,48.53,49.74,48.72
2022-04-20,49.25,48.21,49.81,49.03
2022-04-21,47.44,47.06,49.3,48.8
2022-04-22,47.02,45.81,47.73,47.01
2022-04-25,45.16,45.11,46.75,46.01
2022-04-26,44.51,44.24,45.86,45.26
2022-04-27,44.99,43.8,45.02,44.33
2022-04-28,45.93,44.77,47.0,45.02
2022-04-29,45.98,44.25,46.39,45.59
2022-05-05,44.94,44.94,46.46,45.62
2022-05-06,42.7,41.77,44.25,44.0
2022-05-09,41.41,41.11,42.08,41.81
2022-05-10,44.2,40.14,44.2,41.39
2022-05-11,45.55,43.66,46.67,44.01
2022-05-12,45.9,45.0,46.8,45.55
2022-05-13,45.4,44.7,46.2,45.95
2022-05-16,46.23,45.5,48.45,46.44
2022-05-17,46.55,45.6,46.86,46.21
2022-05-18,45.28,45.18,46.83,46.76
2022-05-19,44.91,44.25,45.16,44.36
2022-05-20,46.07,45.02,46.6,45.03
2022-05-23,45.29,45.2,46.1,46.1
2022-05-24,45.33,45.25,46.59,45.8
2022-05-25,46.69,45.06,47.33,45.33
2022-05-26,46.62,45.83,48.0,46.79
2022-05-27,47.4,46.62,48.15,46.65
2022-05-30,48.3,47.61,48.93,48.36
2022-05-31,48.51,47.6,49.2,48.3
2022-06-01,47.42,47.2,48.73,48.5
2022-06-02,47.7,47.23,48.13,47.23
2022-06-06,47.32,46.11,47.92,47.91
2022-06-07,47.43,46.8,47.85,47.3
2022-06-08,48.75,47.22,49.68,47.22
2022-06-09,47.06,46.98,49.28,48.5
2022-06-10,46.64,46.01,47.05,46.8
2022-06-13,45.73,45.2,46.32,46.16
2022-06-14,45.5,44.92,45.72,45.29
2022-06-15,46.5,45.28,47.26,45.5
2022-06-16,47.5,46.8,48.3,47.09
2022-06-17,47.9,47.32,48.8,47.32
2022-06-20,49.95,47.68,50.0,49.0
2022-06-21,49.74,49.3,51.3,49.53
2022-06-22,49.86,49.02,50.99,50.1
2022-06-23,52.0,49.72,52.02,49.85
2022-06-24,52.48,50.8,53.0,51.71
2022-06-27,54.78,52.61,55.53,53.34
2022-06-28,56.9,53.99,57.75,54.8
2022-06-29,56.2,55.66,59.28,57.1
2022-06-30,58.35,57.02,59.44,57.87
2022-07-01,56.63,55.8,58.26,57.79
2022-07-04,55.25,54.55,57.48,56.13
2022-07-05,54.42,53.59,55.59,55.28
2022-07-06,53.35,52.76,55.24,54.69
2022-07-07,52.85,52.32,53.89,53.79
2022-07-08,53.21,52.87,54.64,53.36
2022-07-11,51.37,50.71,52.5,52.5
2022-07-12,51.21,50.9,51.96,51.3
2022-07-13,53.5,51.55,54.82,51.55
2022-07-14,53.22,52.33,54.3,52.87
2022-07-15,52.0,51.6,53.58,52.88
2022-07-18,52.93,51.56,54.59,51.6
2022-07-19,51.85,51.0,53.68,53.35
2022-07-20,52.04,51.4,53.2,52.53
2022-07-21,52.06,51.4,52.8,51.89
2022-07-22,53.51,52.01,53.99,52.06
2022-07-25,52.78,51.96,53.98,53.66
2022-07-26,54.0,52.25,54.88,53.09
2022-07-27,53.6,53.5,54.46,54.12
2022-07-28,52.8,52.32,53.84,53.82
2022-07-29,51.97,50.17,52.46,52.2
2022-08-01,51.6,50.8,52.52,51.38
2022-08-02,50.78,50.25,51.8,50.89
2022-08-03,49.8,49.38,51.29,51.2
2022-08-04,49.5,48.92,50.13,50.05
2022-08-05,49.65,48.8,49.85,49.6
2022-08-08,48.96,48.05,49.56,49.0
2022-08-09,48.86,48.14,49.18,48.94
2022-08-10,47.76,47.56,48.75,48.68
2022-08-11,48.36,47.4,48.48,48.03
2022-08-12,48.94,47.84,49.6,48.31
2022-08-15,48.19,47.27,48.84,48.78
2022-08-16,49.34,47.9,49.6,48.43
2022-08-17,49.86,49.02,50.56,49.37
2022-08-18,48.88,48.27,49.9,49.9
2022-08-19,49.45,48.88,49.8,48.9
2022-08-22,49.99,48.87,51.05,49.45
2022-08-23,48.77,48.64,50.35,49.99
2022-08-24,48.06,47.86,49.42,48.76
2022-08-25,49.46,48.16,49.47,48.3
2022-08-26,49.89,49.43,51.4,49.46
2022-08-29,49.99,49.04,50.48,49.81
2022-08-30,49.33,49.17,50.52,50.3
2022-08-31,49.18,49.0,49.99,49.33
2022-09-01,46.69,46.69,49.48,49.35
2022-09-02,47.01,46.01,47.48,46.88
2022-09-05,46.91,46.1,47.29,46.52
2022-09-06,47.39,46.43,47.97,47.09
2022-09-07,46.75,46.3,47.49,47.49
2022-09-08,48.15,46.56,48.49,46.56
2022-09-09,49.29,47.44,49.65,48.02
2022-09-13,50.7,49.02,51.3,49.48
2022-09-14,50.56,49.82,50.99,50.0
2022-09-15,50.85,50.1,51.8,50.88
2022-09-16,49.51,49.41,51.4,50.83
2022-09-19,50.69,49.17,51.19,49.86
2022-09-20,50.36,49.88,50.96,50.86
2022-09-21,51.23,50.06,51.79,50.43
2022-09-22,49.89,49.48,50.88,50.88
2022-09-23,49.59,49.0,50.22,49.5
2022-09-26,51.79,49.37,53.45,49.37
2022-09-27,55.1,51.36,55.9,51.5
2022-09-28,54.1,53.81,56.0,54.57
2022-09-29,52.57,52.2,54.6,54.2
2022-09-30,51.8,51.73,53.36,52.79
2022-10-10,52.14,51.3,53.7,51.85
2022-10-11,50.57,49.75,52.56,52.56
2022-10-12,50.99,49.01,51.12,50.25
2022-10-13,52.39,49.88,53.4,50.8
2022-10-14,52.03,51.8,53.26,52.77
2022-10-17,53.04,50.98,53.25,51.7
2022-10-18,53.54,52.88,55.3,53.88
2022-10-19,53.41,52.98,54.76,53.39
2022-10-20,52.23,51.3,55.1,52.9
2022-10-21,52.67,51.42,53.22,51.79
2022-10-24,50.98,50.91,52.72,52.0
2022-10-25,52.51,50.37,52.98,50.47
2022-10-26,53.66,52.1,53.86,52.11
2022-10-27,53.38,52.2,54.28,53.66
2022-10-28,51.23,50.81,52.97,52.51
2022-10-31,48.55,48.23,51.19,50.64
2022-11-01,53.4,47.66,53.4,48.11
2022-11-02,56.0,53.0,58.74,53.0
2022-11-03,55.39,54.8,57.1,56.0
2022-11-04,57.01,55.07,58.66,55.48
2022-11-07,56.15,54.75,56.66,56.0
2022-11-08,55.47,55.3,56.78,56.0
2022-11-09,54.91,54.52,56.18,55.57
2022-11-10,54.0,53.76,54.84,54.79
2022-11-11,53.8,51.65,56.2,56.0
2022-11-14,52.48,50.2,53.34,53.34
2022-11-15,52.21,51.81,53.42,52.2
2022-11-16,52.75,51.61,53.86,52.73
2022-11-17,53.2,51.8,54.1,52.3
2022-11-18,51.25,51.07,53.1,53.01
2022-11-21,49.73,49.07,50.67,50.66
2022-11-22,48.75,48.59,50.0,49.62
2022-11-23,49.55,48.05,49.66,48.97
2022-11-24,48.83,48.43,49.63,49.28
2022-11-25,49.5,48.51,49.7,48.8
2022-11-28,51.83,48.52,51.9,49.16
2022-11-29,55.18,51.11,57.01,51.86
2022-11-30,56.66,54.55,56.88,55.19
2022-12-01,54.79,54.5,59.5,58.9
2022-12-02,55.5,54.5,56.25,54.98
2022-12-05,57.1,55.52,58.0,57.0
2022-12-06,57.68,55.9,59.45,56.0
2022-12-07,58.76,57.7,60.0,57.9
2022-12-08,59.06,57.86,59.58,58.88
2022-12-09,59.28,58.31,60.39,59.18
2022-12-12,64.3,59.28,65.2,59.78
2022-12-13,65.0,63.01,66.78,64.27
2022-12-14,66.0,64.24,66.7,64.78
2022-12-15,65.94,65.01,66.98,66.94
2022-12-16,66.79,65.33,67.64,65.86
2022-12-19,65.17,64.63,67.5,66.96
2022-12-20,63.65,63.11,66.0,66.0
2022-12-21,64.63,63.85,66.15,63.86
2022-12-22,66.07,64.7,67.1,65.27
2022-12-23,64.97,64.12,67.3,65.8
2022-12-26,65.22,64.3,67.0,64.95
2022-12-27,64.8,62.28,66.2,65.98
2022-12-28,64.02,63.7,65.3,63.88
2022-12-29,63.19,62.8,64.26,64.0
2022-12-30,64.25,62.54,64.96,63.3
2023-01-03,62.03,62.02,64.91,64.22
2023-01-04,63.18,61.94,63.63,62.12
2023-01-05,63.42,63.0,65.3,63.8
2023-01-06,62.15,61.9,63.34,63.08
2023-01-09,62.8,61.76,63.62,62.76
2023-01-10,62.81,62.21,63.96,62.8
2023-01-11,61.64,61.46,63.42,62.82
2023-01-12,62.53,61.54,63.2,61.97
2023-01-13,63.68,62.06,63.96,62.47
2023-01-16,61.84,61.61,65.0,63.91
2023-01-17,61.9,61.58,62.31,62.0
2023-01-18,61.61,61.4,62.97,61.71
2023-01-19,62.36,60.8,62.91,61.74
2023-01-20,63.36,62.31,63.57,62.55
2023-01-30,61.07,60.56,63.89,63.85
2023-01-31,60.21,59.92,62.49,61.0
2023-02-01,59.99,59.1,60.67,60.21
2023-02-02,60.25,59.54,60.46,60.05
2023-02-03,59.94,58.85,60.5,60.39
2023-02-06,60.25,59.52,61.29,59.56
2023-02-07,60.11,59.39,60.6,60.42
2023-02-08,61.95,60.33,63.09,60.74
2023-02-09,63.6,61.29,64.89,61.91
2023-02-10,64.35,62.73,64.7,63.52
2023-02-13,65.44,63.7,66.28,64.21
2023-02-14,65.38,64.31,66.0,66.0
2023-02-15,64.7,64.08,65.66,65.44
2023-02-16,64.89,64.62,66.55,64.9
2023-02-17,63.7,63.5,65.65,65.08
2023-02-20,63.68,63.1,65.25,63.85
2023-02-21,62.88,62.28,63.55,63.55
2023-02-22,62.48,62.21,63.12,62.71
2023-02-23,61.7,61.5,62.88,62.48
2023-02-24,60.5,60.45,61.94,61.71
2023-02-27,61.58,59.86,61.93,60.48
2023-02-28,61.69,61.13,61.88,61.35
2023-03-01,62.51,60.86,62.91,61.69
2023-03-02,62.83,62.22,63.6,62.38
2023-03-03,62.9,62.56,63.88,63.08
2023-03-06,61.85,61.5,63.9,62.92
2023-03-07,60.97,60.8,62.02,61.95
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2023-03-13,62.54,61.32,62.88,61.83
2023-03-14,61.92,61.83,63.4,62.69
2023-03-15,58.97,58.8,61.96,61.96
2023-03-16,58.04,57.68,59.34,58.8
2023-03-17,58.17,57.68,59.1,58.12
2023-03-20,57.37,57.32,58.52,58.45
2023-03-21,57.69,56.82,57.95,57.36
2023-03-22,57.39,57.22,58.28,57.9
2023-03-23,56.65,56.16,57.15,57.0
2023-03-24,56.5,55.86,57.24,56.54
2023-03-27,57.65,55.31,58.0,56.6
2023-03-28,58.1,57.16,58.35,57.6
2023-03-29,60.03,57.81,60.27,58.06
2023-03-30,63.04,59.73,63.18,60.0
2023-03-31,62.56,61.98,63.33,62.5
2023-04-03,63.87,62.0,64.1,62.68
2023-04-04,64.49,63.03,65.41,64.12
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2023-04-11,63.61,62.71,64.55,64.29
2023-04-12,62.93,62.87,64.15,63.6
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2023-04-17,63.74,62.01,64.64,62.25
2023-04-18,64.3,63.19,64.77,63.75
2023-04-19,62.99,62.41,64.63,64.63
2023-04-20,62.67,62.36,63.6,63.26
2023-04-21,61.11,60.9,62.75,62.67
2023-04-24,60.1,59.6,61.73,61.11
2023-04-25,59.27,58.9,62.06,60.38
2023-04-26,59.98,59.13,60.49,59.73
2023-04-27,60.76,59.69,61.78,60.86
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2023-05-04,59.25,58.91,63.18,62.0
2023-05-05,60.76,58.56,61.5,59.48
2023-05-08,58.4,58.28,61.0,60.96
2023-05-09,58.2,58.2,59.26,58.59
2023-05-10,57.85,56.36,58.4,57.71
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2023-05-12,57.61,57.52,59.09,58.45
2023-05-15,57.93,56.99,58.1,57.51
2023-05-16,57.35,57.06,58.57,57.84
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2023-05-19,57.92,56.0,58.16,56.12
2023-05-22,58.78,57.5,59.79,57.85
2023-05-23,56.42,56.42,58.9,58.3
2023-05-24,54.89,54.73,56.35,56.35
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2023-05-30,56.26,55.62,56.77,56.09
2023-05-31,57.8,55.5,57.8,55.7
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2023-06-21,59.53,59.1,60.3,59.16
2023-06-26,57.78,57.5,58.72,58.72
2023-06-27,58.31,57.84,58.86,57.98
2023-06-28,58.39,58.05,59.2,58.56
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2023-06-30,57.47,56.66,57.5,57.04
2023-07-03,61.0,57.3,61.7,57.3
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2023-07-10,63.07,62.66,64.3,63.14
2023-07-11,62.9,62.6,63.43,63.3
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2023-07-17,60.79,60.16,61.97,61.97
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2023-07-24,61.66,60.06,62.48,60.19
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2023-07-27,60.66,60.26,61.2,61.0
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2023-08-10,61.4,57.6,61.58,58.18
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2023-08-16,59.74,59.34,60.01,59.78
2023-08-17,59.53,58.98,59.94,59.65
","date,60日,close
2022-06-23,47.00155440487908,52.0
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2023-04-28,61.35972912691893,62.39
2023-05-04,61.290557680134704,59.25
2023-05-05,61.27316234635979,60.76
2023-05-08,61.178960302216844,58.4
2023-05-09,61.081289472635966,58.2
2023-05-10,60.97534555550036,57.85
2023-05-11,60.89615389794297,58.56
2023-05-12,60.78841114719074,57.61
2023-05-15,60.69469274892219,57.93
2023-05-16,60.585030691580485,57.35
2023-05-17,60.45175099677457,56.52
2023-05-18,60.32513620999508,56.59
2023-05-19,60.24627928507721,57.92
2023-05-22,60.198204554418936,58.78
2023-05-23,60.07432899525765,56.42
2023-05-24,59.90435099541313,54.89
2023-05-25,59.74551981523565,55.06
2023-05-26,59.634191296703335,56.35
2023-05-29,59.519955516483556,56.15
2023-05-30,59.41307172905786,56.26
2023-05-31,59.36018413138383,57.8
2023-06-01,59.19165350412535,54.22
2023-06-02,59.041763225301565,54.62
2023-06-05,58.86531197201298,53.66
2023-06-06,58.68907223522567,53.49
2023-06-07,58.492053473415,52.68
2023-06-08,58.36674024477844,54.67
2023-06-09,58.266519253146356,55.31
2023-06-12,58.218436654682534,56.8
2023-06-13,58.17553709223393,56.91
2023-06-14,58.12650308920987,56.68
2023-06-15,58.096781676448884,57.22
2023-06-16,58.12475604771286,58.95
2023-06-19,58.185255849427186,59.97
2023-06-20,58.219837624855806,59.24
2023-06-21,58.262793768303155,59.53
2023-06-26,58.246964464424366,57.78
2023-06-27,58.249031203295694,58.31
2023-06-28,58.25365313105649,58.39
2023-06-29,58.20927106118579,56.9
2023-06-30,58.18503266573707,57.47
2023-07-03,58.277326676696504,61.0
2023-07-04,58.395447113526124,61.88
2023-07-05,58.50674392947609,61.79
2023-07-06,58.6229162596572,62.05
2023-07-07,58.76773867737336,63.04
2023-07-10,58.90879642565619,63.07
2023-07-11,59.03965555924123,62.9
2023-07-12,59.1321258687743,61.86
2023-07-13,59.19861354520793,61.16
2023-07-14,59.26292129782406,61.16
2023-07-17,59.31298945199376,60.79
2023-07-18,59.373875043731665,61.17
2023-07-19,59.4114529111503,60.52
2023-07-20,59.44747084848963,60.51
2023-07-21,59.47181606657193,60.19
2023-07-24,59.543559802094165,61.66
2023-07-25,59.59557423481238,61.13
2023-07-26,59.635391473015254,60.81
2023-07-27,59.66898519521147,60.66
2023-07-28,59.72541191012257,61.39
2023-07-31,59.77211971634805,61.15
2023-08-01,59.832050217451396,61.6
2023-08-02,59.82804857097758,59.71
2023-08-03,59.7969650112734,58.88
2023-08-04,59.742966158444766,58.15
2023-08-07,59.680245956528545,57.83
2023-08-08,59.63007395795384,58.15
2023-08-09,59.56548136916846,57.66
2023-08-10,59.625629520999,61.4
2023-08-11,59.6742974055564,61.11
2023-08-14,59.691533556193896,60.2
2023-08-15,59.69574557074491,59.82
2023-08-16,59.69719653563852,59.74
2023-08-17,59.691714682011025,59.53
"
1672,CN,technical,2024年08月05日至2025年02月25日，中国卫通股价突破60日指数移动平均线的次数是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,9.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2023-08-08,17.39,17.28,17.7,17.7
2023-08-09,17.25,17.22,17.45,17.26
2023-08-10,17.3,17.18,17.37,17.18
2023-08-11,16.84,16.83,17.47,17.3
2023-08-14,16.94,16.54,17.03,16.7
2023-08-15,16.67,16.5,17.06,16.95
2023-08-16,16.44,16.43,16.83,16.64
2023-08-17,16.95,16.08,17.08,16.36
2023-08-18,16.52,16.51,16.97,16.97
2023-08-21,16.42,16.38,16.74,16.44
2023-08-22,16.76,16.41,16.85,16.5
2023-08-23,16.22,16.2,16.7,16.7
2023-08-24,16.28,16.11,16.52,16.22
2023-08-25,15.55,15.47,16.21,16.21
2023-08-28,15.85,15.74,16.66,16.42
2023-08-29,16.57,15.73,16.64,15.75
2023-08-30,17.39,16.81,17.81,16.83
2023-08-31,17.05,16.87,17.34,16.99
2023-09-01,17.35,16.85,17.65,17.0
2023-09-04,17.64,17.31,17.96,17.35
2023-09-05,17.9,17.5,18.5,17.5
2023-09-06,18.26,17.26,18.38,17.6
2023-09-07,17.51,17.51,18.44,18.1
2023-09-08,19.26,17.47,19.26,17.52
2023-09-11,19.47,19.39,20.68,19.85
2023-09-12,19.88,18.5,20.05,19.0
2023-09-13,18.51,18.39,19.3,19.3
2023-09-14,18.51,18.03,18.99,18.58
2023-09-15,17.91,17.86,18.45,18.35
2023-09-18,17.78,17.62,18.1,17.82
2023-09-19,17.0,16.88,17.77,17.74
2023-09-20,16.9,16.74,17.16,16.85
2023-09-21,17.08,16.8,17.24,16.8
2023-09-22,17.35,16.81,17.4,17.0
2023-09-25,16.96,16.91,17.35,17.35
2023-09-26,17.04,16.75,17.17,16.96
2023-09-27,16.86,16.83,17.09,17.0
2023-09-28,16.97,16.84,17.1,16.84
2023-10-09,17.77,17.01,18.53,17.01
2023-10-10,18.0,17.66,18.09,17.68
2023-10-11,18.04,17.64,18.32,17.88
2023-10-12,17.88,17.66,18.37,18.19
2023-10-13,17.92,17.49,18.18,17.73
2023-10-16,17.81,17.64,18.1,17.8
2023-10-17,19.59,17.66,19.59,17.77
2023-10-18,19.75,19.0,20.55,19.59
2023-10-19,20.14,19.5,21.29,19.5
2023-10-20,18.56,18.55,20.05,19.52
2023-10-23,20.42,18.56,20.42,18.56
2023-10-24,20.26,19.85,21.2,20.67
2023-10-25,20.19,20.02,20.77,20.05
2023-10-26,20.34,19.71,21.2,19.79
2023-10-27,19.52,18.88,20.13,20.09
2023-10-30,19.4,19.14,19.65,19.21
2023-10-31,19.0,18.77,19.61,19.33
2023-11-01,18.55,18.46,19.17,18.98
2023-11-02,18.06,18.01,18.75,18.58
2023-11-03,18.51,17.86,18.7,18.0
2023-11-06,18.79,18.39,18.82,18.51
2023-11-07,18.96,18.5,19.16,18.78
2023-11-08,18.89,18.66,19.15,18.82
2023-11-09,18.59,18.54,19.03,18.79
2023-11-10,19.4,18.76,19.47,18.8
2023-11-13,19.84,19.17,19.87,19.44
2023-11-14,19.55,19.41,19.77,19.73
2023-11-15,19.84,19.2,20.1,19.61
2023-11-16,19.37,19.32,19.8,19.8
2023-11-17,19.04,18.9,19.53,19.37
2023-11-20,19.2,18.88,19.37,18.98
2023-11-21,18.68,18.63,19.25,19.25
2023-11-22,18.54,18.41,18.84,18.61
2023-11-23,18.68,18.3,18.75,18.5
2023-11-24,18.2,18.16,18.77,18.75
2023-11-27,18.16,18.01,18.27,18.1
2023-11-28,18.47,17.96,18.48,18.12
2023-11-29,18.15,18.12,18.39,18.36
2023-11-30,18.2,18.07,18.4,18.1
2023-12-01,18.12,17.6,18.2,18.16
2023-12-04,18.48,18.08,18.52,18.12
2023-12-05,17.83,17.83,18.46,18.46
2023-12-06,17.66,17.65,17.95,17.8
2023-12-07,17.69,17.46,17.8,17.62
2023-12-08,18.08,17.7,18.28,17.7
2023-12-11,18.27,17.81,18.3,18.01
2023-12-12,18.25,18.13,18.35,18.28
2023-12-13,18.0,18.0,18.3,18.2
2023-12-14,17.8,17.8,18.16,18.05
2023-12-15,17.71,17.68,17.92,17.8
2023-12-18,17.23,17.21,17.68,17.65
2023-12-19,17.19,17.01,17.32,17.15
2023-12-20,16.83,16.82,17.25,17.25
2023-12-21,17.12,16.71,17.14,16.78
2023-12-22,17.03,17.01,17.32,17.23
2023-12-25,17.22,17.02,17.3,17.02
2023-12-26,16.06,15.76,16.69,16.69
2023-12-27,16.22,16.06,16.35,16.19
2023-12-28,16.9,16.25,17.17,16.25
2023-12-29,17.31,16.81,17.4,16.9
2024-01-02,17.17,17.15,17.42,17.4
2024-01-03,16.97,16.75,17.17,17.17
2024-01-04,16.66,16.64,17.09,17.0
2024-01-05,16.14,16.0,16.73,16.65
2024-01-08,15.72,15.68,16.12,16.04
2024-01-09,15.35,15.09,15.89,15.72
2024-01-10,15.02,14.85,15.32,15.2
2024-01-11,15.28,14.94,15.3,15.02
2024-01-12,15.74,15.01,15.92,15.27
2024-01-15,15.08,15.0,15.48,15.36
2024-01-16,15.04,14.72,15.08,15.08
2024-01-17,14.6,14.6,15.04,14.99
2024-01-18,14.69,14.05,14.76,14.48
2024-01-19,14.71,14.5,15.05,14.58
2024-01-22,14.15,14.0,14.86,14.7
2024-01-23,14.34,14.05,14.44,14.18
2024-01-24,14.79,14.15,14.84,14.35
2024-01-25,16.12,14.74,16.19,14.8
2024-01-26,15.62,15.54,15.94,15.93
2024-01-29,15.68,15.26,16.13,15.4
2024-01-30,14.96,14.93,15.55,15.3
2024-01-31,14.29,14.28,14.93,14.9
2024-02-01,14.34,14.1,14.69,14.39
2024-02-02,13.9,13.31,14.59,14.34
2024-02-05,13.05,12.75,13.78,13.78
2024-02-06,13.85,12.8,14.05,12.88
2024-02-07,14.09,13.81,14.47,13.85
2024-02-08,14.66,14.07,14.66,14.4
2024-02-19,14.88,14.63,15.5,14.72
2024-02-20,15.15,14.57,15.37,14.72
2024-02-21,15.1,14.89,15.43,15.0
2024-02-22,15.58,15.06,15.78,15.1
2024-02-23,15.57,15.37,15.68,15.58
2024-02-26,15.43,15.32,15.92,15.58
2024-02-27,16.97,15.65,16.97,16.0
2024-02-28,16.22,16.19,17.15,17.0
2024-02-29,16.89,15.9,16.98,16.0
2024-03-01,17.24,16.63,17.25,16.7
2024-03-04,17.08,16.77,17.35,17.29
2024-03-05,16.66,16.6,17.17,16.85
2024-03-06,16.67,16.51,16.92,16.62
2024-03-07,16.17,16.1,16.84,16.59
2024-03-08,16.65,16.1,16.73,16.17
2024-03-11,16.62,16.41,16.65,16.47
2024-03-12,16.66,16.54,16.85,16.6
2024-03-13,16.74,16.5,17.06,16.66
2024-03-14,16.41,16.26,16.7,16.64
2024-03-15,16.52,16.3,16.6,16.5
2024-03-18,16.75,16.48,16.8,16.5
2024-03-19,16.67,16.58,17.16,16.68
2024-03-20,16.71,16.45,16.8,16.61
2024-03-21,16.56,16.51,16.84,16.71
2024-03-22,16.13,16.1,16.56,16.56
2024-03-25,15.81,15.7,16.49,16.12
2024-03-26,15.91,15.75,16.21,15.8
2024-03-27,15.12,15.0,15.9,15.89
2024-03-28,15.8,15.05,16.11,15.12
2024-03-29,16.0,15.66,16.1,15.88
2024-04-01,16.02,15.88,16.24,16.2
2024-04-02,15.76,15.44,15.92,15.9
2024-04-03,15.75,15.36,15.78,15.67
2024-04-08,15.55,15.38,15.89,15.89
2024-04-09,15.42,15.36,15.7,15.58
2024-04-10,15.04,14.91,15.45,15.45
2024-04-11,14.85,14.82,15.23,15.06
2024-04-12,14.73,14.71,14.96,14.84
2024-04-15,15.07,14.51,15.34,14.78
2024-04-16,14.54,14.54,15.36,15.07
2024-04-17,14.97,14.41,14.97,14.41
2024-04-18,15.02,14.83,15.23,14.84
2024-04-19,15.14,14.78,15.44,14.81
2024-04-22,15.63,15.18,15.88,15.3
2024-04-23,15.11,15.05,15.56,15.56
2024-04-24,15.29,15.01,15.39,15.01
2024-04-25,15.1,15.05,15.32,15.3
2024-04-26,15.26,15.03,15.43,15.05
2024-04-29,15.45,15.23,15.56,15.28
2024-04-30,15.24,15.12,15.45,15.33
2024-05-06,15.42,15.31,15.54,15.4
2024-05-07,16.3,15.33,16.64,15.39
2024-05-08,16.03,15.94,16.33,16.31
2024-05-09,16.22,15.97,16.28,15.99
2024-05-10,16.09,16.06,16.34,16.19
2024-05-13,15.66,15.6,15.95,15.89
2024-05-14,15.58,15.51,15.81,15.64
2024-05-15,15.25,15.2,15.63,15.55
2024-05-16,15.34,15.15,15.39,15.24
2024-05-17,15.49,15.21,15.5,15.35
2024-05-20,15.57,15.38,15.62,15.42
2024-05-21,15.28,15.2,15.68,15.53
2024-05-22,15.47,15.22,15.71,15.27
2024-05-23,15.2,15.2,15.48,15.48
2024-05-24,14.76,14.75,15.2,15.1
2024-05-27,14.92,14.69,14.93,14.7
2024-05-28,14.9,14.76,15.25,14.8
2024-05-29,15.1,15.0,15.63,15.49
2024-05-30,15.23,14.87,15.34,14.97
2024-05-31,15.59,15.18,15.73,15.18
2024-06-03,15.33,15.18,15.65,15.51
2024-06-04,15.1,14.98,15.29,15.22
2024-06-05,15.1,15.0,15.35,15.03
2024-06-06,14.7,14.7,15.2,15.15
2024-06-07,14.72,14.58,14.85,14.78
2024-06-11,14.85,14.5,14.94,14.62
2024-06-12,14.86,14.8,15.05,14.83
2024-06-13,14.85,14.66,14.98,14.8
2024-06-14,14.79,14.72,14.89,14.8
2024-06-17,14.79,14.66,14.9,14.7
2024-06-18,15.0,14.74,15.04,14.81
2024-06-19,14.87,14.84,15.08,15.01
2024-06-20,14.42,14.4,14.82,14.82
2024-06-21,14.42,14.26,14.49,14.29
2024-06-24,13.88,13.86,14.44,14.31
2024-06-25,13.76,13.69,14.04,13.95
2024-06-26,14.24,13.66,14.28,13.76
2024-06-27,13.88,13.87,14.18,14.15
2024-06-28,14.09,13.85,14.22,13.88
2024-07-01,14.05,13.78,14.2,14.09
2024-07-02,13.92,13.84,14.13,14.05
2024-07-03,13.72,13.68,13.93,13.93
2024-07-04,13.46,13.46,13.82,13.76
2024-07-05,13.65,13.3,13.65,13.45
2024-07-08,13.28,13.24,13.64,13.64
2024-07-09,13.97,13.4,14.04,13.45
2024-07-10,14.27,13.85,14.63,13.85
2024-07-11,14.5,14.36,14.59,14.51
2024-07-12,14.41,14.3,14.53,14.53
2024-07-15,14.54,14.45,14.68,14.45
2024-07-16,14.61,14.44,14.63,14.45
2024-07-17,14.68,14.56,14.81,14.57
2024-07-18,14.6,14.38,14.69,14.55
2024-07-19,15.01,14.6,15.06,14.6
2024-07-22,15.04,14.9,15.22,15.01
2024-07-23,14.67,14.67,15.1,14.99
2024-07-24,14.69,14.6,14.97,14.6
2024-07-25,14.79,14.52,14.85,14.61
2024-07-26,15.19,14.76,15.22,14.84
2024-07-29,15.33,15.15,15.56,15.19
2024-07-30,16.86,15.19,16.86,15.4
2024-07-31,17.57,16.91,17.97,17.38
2024-08-01,17.48,17.21,18.44,17.27
2024-08-02,17.92,17.02,18.21,17.49
2024-08-05,16.96,16.8,18.73,18.07
2024-08-06,17.15,16.54,17.44,17.08
2024-08-07,17.63,17.03,17.95,17.19
2024-08-08,16.39,16.33,17.38,17.37
2024-08-09,16.03,16.01,16.64,16.4
2024-08-12,15.68,15.47,15.94,15.93
2024-08-13,15.74,15.51,15.8,15.67
2024-08-14,15.52,15.5,15.82,15.76
2024-08-15,15.63,15.31,15.79,15.46
2024-08-16,15.25,15.22,15.75,15.69
2024-08-19,15.28,15.2,15.43,15.26
2024-08-20,15.23,15.15,15.38,15.29
2024-08-21,15.09,15.06,15.28,15.1
2024-08-22,14.94,14.82,15.22,15.09
2024-08-23,14.86,14.72,15.04,14.86
2024-08-26,14.83,14.76,14.97,14.86
2024-08-27,14.55,14.47,14.86,14.86
2024-08-28,14.62,14.51,14.72,14.51
2024-08-29,14.77,14.54,14.84,14.56
2024-08-30,15.0,14.76,15.11,14.85
2024-09-02,14.5,14.5,15.04,15.01
2024-09-03,14.57,14.5,14.71,14.5
2024-09-04,14.4,14.34,14.59,14.5
2024-09-05,14.57,14.34,14.6,14.4
2024-09-06,14.35,14.34,14.61,14.58
2024-09-09,14.25,14.19,14.41,14.21
2024-09-10,14.46,14.12,14.49,14.28
2024-09-11,14.38,14.28,14.55,14.43
2024-09-12,14.27,14.26,14.52,14.39
2024-09-13,14.2,14.2,14.37,14.28
2024-09-18,14.14,13.92,14.31,14.27
2024-09-19,14.45,14.04,14.48,14.24
2024-09-20,14.32,14.17,14.5,14.41
2024-09-23,14.5,14.21,14.55,14.21
2024-09-24,14.81,14.3,14.82,14.5
2024-09-25,14.85,14.83,15.3,15.0
2024-09-26,15.36,14.75,15.36,14.83
2024-09-27,16.1,15.47,16.13,15.47
2024-09-30,17.28,16.21,17.49,16.99
2024-10-08,18.3,17.13,19.0,19.0
2024-10-09,16.47,16.47,17.74,17.74
2024-10-10,16.92,16.4,17.68,16.4
2024-10-11,16.25,16.08,17.0,17.0
2024-10-14,16.91,16.31,16.97,16.35
2024-10-15,16.82,16.61,17.3,16.8
2024-10-16,16.48,16.28,16.73,16.63
2024-10-17,16.68,16.5,16.93,16.5
2024-10-18,17.06,16.51,17.49,16.8
2024-10-21,18.03,17.2,18.29,17.2
2024-10-22,17.51,17.33,18.28,18.28
2024-10-23,17.59,17.36,18.03,17.49
2024-10-24,17.36,17.26,17.74,17.5
2024-10-25,17.28,17.15,17.48,17.43
2024-10-28,17.33,17.15,17.47,17.27
2024-10-29,17.33,17.21,17.58,17.33
2024-10-30,17.18,17.0,17.38,17.28
2024-10-31,17.0,16.59,17.11,17.1
2024-11-01,16.56,16.41,16.93,16.88
2024-11-04,16.9,16.53,17.1,16.54
2024-11-05,17.45,16.91,17.6,16.92
2024-11-06,18.96,17.36,19.2,17.58
2024-11-07,20.4,19.05,20.86,19.05
2024-11-08,22.44,19.5,22.44,20.4
2024-11-11,24.68,24.68,24.68,24.68
2024-11-12,25.72,24.99,27.15,25.25
2024-11-13,28.29,25.38,28.29,25.38
2024-11-14,25.46,25.46,26.84,26.84
2024-11-15,23.35,22.91,25.3,24.0
2024-11-18,21.55,21.2,23.22,23.01
2024-11-19,22.21,21.06,22.64,21.9
2024-11-20,22.57,21.7,23.14,21.85
2024-11-21,22.7,22.17,23.25,22.88
2024-11-22,21.17,21.13,22.57,22.3
2024-11-25,20.59,20.03,20.94,20.8
2024-11-26,20.17,20.15,20.95,20.65
2024-11-27,22.19,19.95,22.19,20.01
2024-11-28,22.02,21.75,23.16,22.0
2024-11-29,23.17,22.02,23.94,22.02
2024-12-02,23.0,22.58,23.27,23.1
2024-12-03,22.46,22.12,23.15,22.8
2024-12-04,22.12,21.89,22.44,22.2
2024-12-05,22.6,21.96,22.91,22.09
2024-12-06,22.29,22.0,22.86,22.81
2024-12-09,21.57,21.45,22.2,22.2
2024-12-10,22.98,21.78,23.59,22.22
2024-12-11,22.92,22.37,22.92,22.6
2024-12-12,23.34,22.34,23.75,22.8
2024-12-13,23.55,22.71,24.5,22.98
2024-12-16,23.08,22.74,24.46,23.2
2024-12-17,21.6,21.5,22.8,22.8
2024-12-18,21.81,21.62,22.42,22.03
2024-12-19,21.75,21.15,21.94,21.2
2024-12-20,21.86,21.63,22.13,21.8
2024-12-23,21.48,21.44,21.94,21.9
2024-12-24,21.46,20.98,21.7,21.55
2024-12-25,21.2,21.1,21.66,21.48
2024-12-26,21.72,21.26,21.72,21.35
2024-12-27,21.43,21.3,21.93,21.79
2024-12-30,21.11,21.02,21.43,21.33
2024-12-31,20.4,20.38,21.16,21.08
2025-01-02,19.61,19.31,20.34,20.13
2025-01-03,18.73,18.71,19.73,19.66
2025-01-06,18.68,18.46,18.84,18.66
2025-01-07,19.05,18.68,19.06,18.84
2025-01-08,18.96,18.3,19.05,18.87
2025-01-09,19.32,18.75,19.59,18.81
2025-01-10,18.85,18.85,19.46,19.22
2025-01-13,18.94,18.51,19.08,18.63
2025-01-14,19.92,18.86,19.93,19.01
2025-01-15,19.5,19.43,20.0,19.9
2025-01-16,19.4,19.2,19.86,19.6
2025-01-17,19.61,19.2,20.18,19.26
2025-01-20,19.74,19.61,20.05,19.83
2025-01-21,19.97,19.5,20.35,19.88
2025-01-22,19.36,19.2,19.88,19.83
2025-01-23,19.44,19.42,20.03,19.59
2025-01-24,19.67,19.35,19.69,19.6
2025-01-27,19.19,19.16,19.86,19.68
2025-02-05,19.79,19.21,20.07,19.21
2025-02-06,21.03,19.61,21.5,19.81
2025-02-07,20.96,20.67,21.28,20.8
2025-02-10,21.51,20.94,21.75,21.08
2025-02-11,21.45,20.93,21.79,21.38
2025-02-12,21.47,21.09,21.55,21.33
2025-02-13,21.02,21.01,21.57,21.48
2025-02-14,21.27,20.78,21.33,21.03
2025-02-17,21.18,20.96,21.48,21.24
2025-02-18,20.15,20.12,21.18,21.18
2025-02-19,20.64,20.1,20.67,20.14
2025-02-20,21.42,20.48,21.55,20.66
2025-02-21,21.67,21.07,21.97,21.28
2025-02-24,22.08,21.57,22.96,21.98
2025-02-25,22.02,21.53,22.44,21.6
","date,60日,close
2023-11-07,18.230134952606768,18.96
2023-11-08,18.25176987219343,18.89
2023-11-09,18.26285938458053,18.59
2023-11-10,18.30014268344674,19.4
2023-11-13,18.350629808579633,19.84
2023-11-14,18.389953421413086,19.55
2023-11-15,18.43749593218643,19.84
2023-11-16,18.468069836049168,19.37
2023-11-17,18.48682164470329,19.04
2023-11-20,18.510204541598263,19.2
2023-11-21,18.51577160580816,18.68
2023-11-22,18.51656597938822,18.54
2023-11-23,18.521924471867294,18.68
2023-11-24,18.511369571150333,18.2
2023-11-27,18.499849257342124,18.16
2023-11-28,18.49887059316697,18.47
2023-11-29,18.487432213063133,18.15
2023-11-30,18.478008206077455,18.2
2023-12-01,18.466270232107703,18.12
2023-12-04,18.46672038843204,18.48
2023-12-05,18.44584431012279,17.83
2023-12-06,18.42007892290565,17.66
2023-12-07,18.39614190903989,17.69
2023-12-08,18.385776600546777,18.08
2023-12-11,18.38198064643049,18.27
2023-12-12,18.37765341212129,18.25
2023-12-13,18.365271333035345,18.0
2023-12-14,18.346737846706315,17.8
2023-12-15,18.325861195994634,17.71
2023-12-18,18.28993132071612,17.23
2023-12-19,18.25386799872543,17.19
2023-12-20,18.207183802045908,16.83
2023-12-21,18.171538431487026,17.12
2023-12-22,18.13411094193007,17.03
2023-12-25,18.104140091374987,17.22
2023-12-26,18.037119104772525,16.06
2023-12-27,17.977541429206212,16.22
2023-12-28,17.94221220201912,16.9
2023-12-29,17.92148393310046,17.31
2024-01-02,17.89684511562176,17.17
2024-01-03,17.866456751175143,16.97
2024-01-04,17.82690079212022,16.66
2024-01-05,17.771592569427757,16.14
2024-01-08,17.70432723928258,15.72
2024-01-09,17.62713618225692,15.35
2024-01-10,17.541656307428823,15.02
2024-01-11,17.467503641611483,15.28
2024-01-12,17.410864177952092,15.74
2024-01-15,17.334442401625793,15.08
2024-01-16,17.259214781900358,15.04
2024-01-17,17.172027412001984,14.6
2024-01-18,17.090649464067493,14.69
2024-01-19,17.012595383278395,14.71
2024-01-22,16.918739796941395,14.15
2024-01-23,16.834190951140037,14.34
2024-01-24,16.7671682970043,14.79
2024-01-25,16.74594966431563,16.12
2024-01-26,16.70903328187905,15.62
2024-01-29,16.67529448575187,15.68
2024-01-30,16.619055322284595,14.96
2024-01-31,16.542692852701492,14.29
2024-02-01,16.470473414908,14.34
2024-02-02,16.386195598025772,13.9
2024-02-05,16.276812135795417,13.05
2024-02-06,16.19724452478573,13.85
2024-02-07,16.128154540366527,14.09
2024-02-08,16.08001832592828,14.66
2024-02-19,16.04067346278309,14.88
2024-02-20,16.011471054167252,15.15
2024-02-21,15.981586757309309,15.1
2024-02-22,15.968419978381133,15.58
2024-02-23,15.955357028270276,15.57
2024-02-26,15.93813220767125,15.43
2024-02-27,15.971963938567274,16.97
2024-02-28,15.980096268450314,16.22
2024-02-29,16.00992917768145,16.89
2024-03-01,16.05025936857714,17.24
2024-03-04,16.084021356492645,17.08
2024-03-05,16.102905902181412,16.66
2024-03-06,16.121499151290216,16.67
2024-03-07,16.12308934305119,16.17
2024-03-08,16.140365102295416,16.65
2024-03-11,16.156090836646385,16.62
2024-03-12,16.17261244855962,16.66
2024-03-13,16.191215319098646,16.74
2024-03-14,16.198388587324917,16.41
2024-03-15,16.208933223806067,16.52
2024-03-18,16.226673118107506,16.75
2024-03-19,16.24120842571054,16.67
2024-03-20,16.25657864126101,16.71
2024-03-21,16.266526882531142,16.56
2024-03-22,16.262050591300614,16.13
2024-03-25,16.2472292604383,15.81
2024-03-26,16.236172563374748,15.91
2024-03-27,16.199576741624757,15.12
2024-03-28,16.186475864850173,15.8
2024-03-29,16.1803619020682,16.0
2024-04-01,16.175104134787272,16.02
2024-04-02,16.161494163154902,15.76
2024-04-03,16.148002551248183,15.75
2024-04-08,16.128395910223652,15.55
2024-04-09,16.105169814806484,15.42
2024-04-10,16.070246214321024,15.04
2024-04-11,16.030238141720332,14.85
2024-04-12,15.987607382975403,14.73
2024-04-15,15.957521895008995,15.07
2024-04-16,15.911045767303781,14.54
2024-04-17,15.880191807720049,14.97
2024-04-18,15.851988797630867,15.02
2024-04-19,15.828644902626575,15.14
2024-04-22,15.822131954999474,15.63
2024-04-23,15.798783366310968,15.11
2024-04-24,15.782101944464705,15.29
2024-04-25,15.759737946285533,15.1
2024-04-26,15.743353095587645,15.26
2024-04-29,15.733734961306082,15.45
2024-04-30,15.717546929787849,15.24
2024-05-06,15.707791292745624,15.42
2024-05-07,15.727207971671996,16.3
2024-05-08,15.73713557915816,16.03
2024-05-09,15.75296719951363,16.22
2024-05-10,15.764017455267282,16.09
2024-05-13,15.760607046897862,15.66
2024-05-14,15.754685504376619,15.58
2024-05-15,15.738138438659352,15.25
2024-05-16,15.725084719359044,15.34
2024-05-17,15.717377023642353,15.49
2024-05-20,15.712544990080307,15.57
2024-05-21,15.698363187126853,15.28
2024-05-22,15.690875869516136,15.47
2024-05-23,15.674781578712327,15.2
2024-05-24,15.644788740066021,14.76
2024-05-27,15.621025174817955,14.92
2024-05-28,15.597385005151791,14.9
2024-05-29,15.581077300064846,15.1
2024-05-30,15.56956656891518,15.23
2024-05-31,15.570236517475337,15.59
2024-06-03,15.562359910344998,15.33
2024-06-04,15.54720056902221,15.1
2024-06-05,15.532538255283777,15.1
2024-06-06,15.505241919044963,14.7
2024-06-07,15.479496282354964,14.72
2024-06-11,15.45885705998267,14.85
2024-06-12,15.43922240227832,14.86
2024-06-13,15.419903634990506,14.85
2024-06-14,15.399251056794094,14.79
2024-06-17,15.37927561230904,14.79
2024-06-18,15.366840346331694,15.0
2024-06-19,15.350550498910982,14.87
2024-06-20,15.320040646487671,14.42
2024-06-21,15.290531117094632,14.42
2024-06-24,15.244284195222676,13.88
2024-06-25,15.195619139641604,13.76
2024-06-26,15.164287364571388,14.24
2024-06-27,15.122179582126424,13.88
2024-06-28,15.088337628614083,14.09
2024-07-01,15.05429377193821,14.05
2024-07-02,15.01710381220253,13.92
2024-07-03,14.974575818359822,13.72
2024-07-04,14.924917594807042,13.46
2024-07-05,14.883117017928122,13.65
2024-07-08,14.83055580422556,13.28
2024-07-09,14.80234085982472,13.97
2024-07-10,14.784887061141943,14.27
2024-07-11,14.775546501760239,14.5
2024-07-12,14.763561370554983,14.41
2024-07-15,14.75623148955318,14.54
2024-07-16,14.75143701448586,14.61
2024-07-17,14.749094817289603,14.68
2024-07-18,14.74420646262437,14.6
2024-07-19,14.752921004833407,15.01
2024-07-22,14.762333430904443,15.04
2024-07-23,14.759306105301018,14.67
2024-07-24,14.757033773979673,14.69
2024-07-25,14.75811463384919,14.79
2024-07-26,14.772274809788561,15.19
2024-07-29,14.790560881598772,15.33
2024-07-30,14.85841134449717,16.86
2024-07-31,14.947315890579231,17.57
2024-08-01,15.030354713838928,17.48
2024-08-02,15.125097182237651,17.92
2024-08-05,15.185257930361008,16.96
2024-08-06,15.249675703136056,17.15
2024-08-07,15.327719122705364,17.63
2024-08-08,15.36254800392814,16.39
2024-08-09,15.384431675930495,16.03
2024-08-12,15.394122440654083,15.68
2024-08-13,15.40546268850149,15.74
2024-08-14,15.409218010189965,15.52
2024-08-15,15.416456763954228,15.63
2024-08-16,15.410999165136056,15.25
2024-08-19,15.40670411054143,15.28
2024-08-20,15.400910533146629,15.23
2024-08-21,15.390716745174608,15.09
2024-08-22,15.375939146972161,14.94
2024-08-23,15.359023109366516,14.86
2024-08-26,15.341678089387287,14.83
2024-08-27,15.31572143071885,14.55
2024-08-28,15.292910892006757,14.62
2024-08-29,15.2757662725967,14.77
2024-08-30,15.26672475546238,15.0
2024-09-02,15.241586238889843,14.5
2024-09-03,15.219567017942634,14.57
2024-09-04,15.192695968174021,14.4
2024-09-05,15.172279706922414,14.57
2024-09-06,15.145319716531514,14.35
2024-09-09,15.115964971727202,14.25
2024-09-10,15.09445792347385,14.46
2024-09-11,15.071033073523887,14.38
2024-09-12,15.044769694064087,14.27
2024-09-13,15.017072327045591,14.2
2024-09-18,14.988315857306391,14.14
2024-09-19,14.970666157066837,14.45
2024-09-20,14.949332840441695,14.32
2024-09-23,14.934600616164916,14.5
2024-09-24,14.930515350061148,14.81
2024-09-25,14.927875502518159,14.85
2024-09-26,14.942043518829038,15.36
2024-09-27,14.980009305096939,16.1
2024-09-30,15.055418836077367,17.28
2024-10-08,15.161798546369912,18.3
2024-10-09,15.204690397308603,16.47
2024-10-10,15.260930056413239,16.92
2024-10-11,15.293358579153788,16.25
2024-10-14,15.346363215902842,16.91
2024-10-15,15.394679176037174,16.82
2024-10-16,15.430263465347432,16.48
2024-10-17,15.471238433696696,16.68
2024-10-18,15.523328976854181,17.06
2024-10-21,15.60551491203929,18.03
2024-10-22,15.667957046070788,17.51
2024-10-23,15.730974847838958,17.59
2024-10-24,15.78438550856555,17.36
2024-10-25,15.833422049268318,17.28
2024-10-28,15.882490178800504,17.33
2024-10-29,15.929949517200486,17.33
2024-10-30,15.970934778931618,17.18
2024-10-31,16.004674622245332,17.0
2024-11-01,16.02288201167991,16.56
2024-11-04,16.051639978510078,16.9
2024-11-05,16.097487848067125,17.45
2024-11-06,16.191340705507546,18.96
2024-11-07,16.329329534835168,20.4
2024-11-08,16.529679386152047,22.44
2024-11-11,16.796903012835585,24.68
2024-11-12,17.089463569791796,25.72
2024-11-13,17.456694272421572,28.29
2024-11-14,17.719097738899553,25.46
2024-11-15,17.90371748516514,23.35
2024-11-18,18.023267731553165,21.55
2024-11-19,18.160537641994047,22.21
2024-11-20,18.30511017832211,22.57
2024-11-21,18.44920492657384,22.7
2024-11-22,18.53841132242388,21.17
2024-11-25,18.605676524967357,20.59
2024-11-26,18.65696581923072,20.17
2024-11-27,18.77280300548545,22.19
2024-11-28,18.879268480715435,22.02
2024-11-29,19.019948202659194,23.17
2024-12-02,19.150441704211353,23.0
2024-12-03,19.25895181227,22.46
2024-12-04,19.352756670884094,22.12
2024-12-05,19.45922366528134,22.6
2024-12-06,19.552036004124574,22.29
2024-12-09,19.6181987580877,21.57
2024-12-10,19.72842174962581,22.98
2024-12-11,19.833063659474142,22.92
2024-12-12,19.948045178835642,23.34
2024-12-13,20.066142058218077,23.55
2024-12-16,20.16495707270273,23.08
2024-12-17,20.212007660482968,21.6
2024-12-18,20.264400851942543,21.81
2024-12-19,20.31310902073131,21.75
2024-12-20,20.363826757756513,21.86
2024-12-23,20.400422601764497,21.48
2024-12-24,20.435162844329597,21.46
2024-12-25,20.460239472384362,21.2
2024-12-26,20.50154309624061,21.72
2024-12-27,20.531984306199934,21.43
2024-12-30,20.550935640422885,21.11
2024-12-31,20.54598693090082,20.4
2025-01-02,20.51529883480571,19.61
2025-01-03,20.456764446779292,18.73
2025-01-06,20.398509874753742,18.68
2025-01-07,20.354296436237224,19.05
2025-01-08,20.308581798983543,18.96
2025-01-09,20.27616928098408,19.32
2025-01-10,20.229409632427224,18.85
2025-01-13,20.187133906773873,18.94
2025-01-14,20.178375418027187,19.92
2025-01-15,20.15613360104269,19.5
2025-01-16,20.13134233543473,19.4
2025-01-17,20.114249144109,19.61
2025-01-20,20.10197868036772,19.74
2025-01-21,20.097651510519594,19.97
2025-01-22,20.073466215092722,19.36
2025-01-23,20.05269683099132,19.44
2025-01-24,20.040149393909637,19.67
2025-01-27,20.012275643289648,19.19
2025-02-05,20.00498791728015,19.79
2025-02-06,20.03859487081195,21.03
2025-02-07,20.068804875047622,20.96
2025-02-10,20.116057174226388,21.51
2025-02-11,20.159793004579623,21.45
2025-02-12,20.202750610986847,21.47
2025-02-13,20.229545672921706,21.02
2025-02-14,20.263658929547223,21.27
2025-02-17,20.29370289907026,21.18
2025-02-18,20.28899132860894,20.15
2025-02-19,20.300499809638158,20.64
2025-02-20,20.337204733912316,21.42
2025-02-21,20.380902939357814,21.67
2025-02-24,20.436611039706737,22.08
2025-02-25,20.4885254318475,22.02
"
1673,CN,technical,在2025年07月17日-2025年09月20日，海尔智家的价格有多少次跌破20日指数移动平均线？（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,7.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2025-03-20,27.68,27.68,28.15,28.1
2025-03-21,27.5,27.38,28.05,27.57
2025-03-24,28.29,27.6,28.47,27.71
2025-03-25,28.2,28.19,29.07,28.22
2025-03-26,27.93,27.8,28.28,28.05
2025-03-27,28.06,27.6,28.14,27.8
2025-03-28,27.16,26.92,27.8,27.8
2025-03-31,27.34,26.93,27.76,27.0
2025-04-01,26.95,26.88,27.48,27.4
2025-04-02,27.02,26.92,27.22,26.98
2025-04-03,26.2,26.1,26.54,26.5
2025-04-07,23.58,23.58,24.87,24.48
2025-04-08,24.75,23.6,24.75,23.66
2025-04-09,25.04,23.88,25.04,24.26
2025-04-10,25.51,25.06,25.87,25.87
2025-04-11,25.07,24.66,25.48,25.48
2025-04-14,24.77,24.74,25.18,25.15
2025-04-15,24.77,24.42,25.0,24.62
2025-04-16,24.99,24.2,24.99,24.7
2025-04-17,24.65,24.47,24.7,24.7
2025-04-18,24.55,24.41,24.74,24.5
2025-04-21,24.78,24.5,24.89,24.52
2025-04-22,24.68,24.56,24.86,24.69
2025-04-23,24.88,24.85,25.25,24.87
2025-04-24,24.78,24.68,24.98,24.9
2025-04-25,25.02,24.79,25.05,24.85
2025-04-28,24.96,24.82,25.14,25.03
2025-04-29,25.04,24.71,25.04,24.92
2025-04-30,24.79,24.75,25.36,25.03
2025-05-06,25.12,24.77,25.15,24.9
2025-05-07,25.18,25.08,25.69,25.62
2025-05-08,25.41,25.05,25.5,25.14
2025-05-09,25.39,25.17,25.53,25.36
2025-05-12,26.13,25.77,26.23,25.77
2025-05-13,25.99,25.96,26.52,26.5
2025-05-14,26.13,25.85,26.29,25.95
2025-05-15,26.02,25.88,26.18,26.13
2025-05-16,25.68,25.5,25.96,25.9
2025-05-19,25.72,25.56,25.79,25.59
2025-05-20,26.3,25.6,26.39,25.73
2025-05-21,26.22,26.12,26.49,26.25
2025-05-22,26.19,26.01,26.3,26.07
2025-05-23,25.76,25.76,26.31,26.13
2025-05-26,25.51,25.44,25.85,25.75
2025-05-27,25.22,25.2,25.62,25.58
2025-05-28,25.11,25.02,25.39,25.28
2025-05-29,25.4,25.23,25.73,25.24
2025-05-30,25.04,25.03,25.32,25.3
2025-06-03,24.73,24.65,25.01,24.95
2025-06-04,24.84,24.76,24.92,24.8
2025-06-05,24.71,24.7,24.92,24.85
2025-06-06,24.83,24.66,24.87,24.76
2025-06-09,24.98,24.77,25.1,24.9
2025-06-10,24.88,24.71,25.27,25.0
2025-06-11,25.15,24.85,25.3,24.87
2025-06-12,24.97,24.85,25.09,25.09
2025-06-13,24.44,24.1,24.8,24.8
2025-06-16,24.42,24.27,24.49,24.35
2025-06-17,24.91,24.46,24.95,24.48
2025-06-18,25.0,24.83,25.19,24.86
2025-06-19,24.7,24.62,25.07,24.95
2025-06-20,24.65,24.6,24.83,24.7
2025-06-23,24.55,24.25,24.67,24.47
2025-06-24,24.72,24.55,24.92,24.55
2025-06-25,24.93,24.65,24.95,24.78
2025-06-26,24.72,24.71,25.01,24.93
2025-06-27,24.84,24.62,25.04,24.8
2025-06-30,24.78,24.74,24.97,24.88
2025-07-01,24.76,24.71,24.82,24.8
2025-07-02,25.58,24.73,25.69,24.77
2025-07-03,25.75,25.33,25.78,25.59
2025-07-04,25.85,25.55,26.0,25.69
2025-07-07,25.61,25.43,25.91,25.85
2025-07-08,25.52,25.45,25.7,25.66
2025-07-09,25.29,25.25,25.73,25.55
2025-07-10,25.25,25.16,25.46,25.31
2025-07-11,25.35,25.26,25.76,25.3
2025-07-14,25.41,25.35,25.62,25.41
2025-07-15,25.8,25.43,25.91,25.53
2025-07-16,25.68,25.62,26.03,25.83
2025-07-17,25.81,25.63,26.1,25.68
2025-07-18,25.79,25.63,25.99,25.88
2025-07-21,26.05,25.78,26.05,25.85
2025-07-22,26.81,25.95,26.85,26.04
2025-07-23,27.5,26.81,27.58,26.81
2025-07-24,27.41,27.04,27.56,27.5
2025-07-25,25.83,25.8,26.49,26.45
2025-07-28,25.65,25.6,25.93,25.83
2025-07-29,25.41,25.32,25.69,25.61
2025-07-30,25.58,25.3,25.82,25.43
2025-07-31,24.84,24.75,25.57,25.57
2025-08-01,24.9,24.79,25.07,24.92
2025-08-04,24.96,24.77,25.02,24.79
2025-08-05,25.03,24.83,25.12,25.01
2025-08-06,25.23,24.91,25.25,25.04
2025-08-07,25.06,24.95,25.21,25.19
2025-08-08,25.12,25.0,25.37,25.06
2025-08-11,25.11,24.98,25.2,25.14
2025-08-12,25.53,25.17,25.87,25.18
2025-08-13,25.5,25.41,25.9,25.67
2025-08-14,25.51,25.46,25.8,25.5
2025-08-15,25.46,25.2,25.74,25.46
2025-08-18,25.39,25.39,25.71,25.51
2025-08-19,25.2,25.2,25.83,25.57
2025-08-20,25.3,24.91,25.3,25.28
2025-08-21,25.59,25.12,25.73,25.32
2025-08-22,25.78,25.55,25.83,25.68
2025-08-25,26.19,25.79,26.24,25.79
2025-08-26,26.26,26.02,26.49,26.2
2025-08-27,25.78,25.78,26.52,26.26
2025-08-28,26.0,25.61,26.12,25.77
2025-08-29,26.26,26.23,27.16,26.6
2025-09-01,25.95,25.94,26.8,26.49
2025-09-02,26.3,25.74,26.4,25.99
2025-09-03,26.19,26.0,26.58,26.35
2025-09-04,25.69,25.48,26.14,26.11
2025-09-05,26.46,25.65,26.52,25.7
2025-09-08,26.44,26.34,26.82,26.39
2025-09-09,26.93,26.36,27.0,26.58
2025-09-10,26.58,26.51,26.88,26.83
2025-09-11,26.62,26.2,26.63,26.54
2025-09-12,26.19,26.13,26.75,26.74
2025-09-15,26.0,25.9,26.21,26.15
2025-09-16,25.92,25.74,26.1,26.03
2025-09-17,26.78,25.91,26.79,25.91
2025-09-18,26.05,25.93,26.94,26.89
2025-09-19,26.32,25.88,26.44,26.05
","date,20日,close
2025-04-17,25.889160231762492,24.65
2025-04-18,25.761621162070828,24.55
2025-04-21,25.668133432349798,24.78
2025-04-22,25.57402548641172,24.68
2025-04-23,25.507927821039175,24.88
2025-04-24,25.438601361892587,24.78
2025-04-25,25.398734565521863,25.02
2025-04-28,25.35695032118645,24.96
2025-04-29,25.32676457631155,25.04
2025-04-30,25.275644140472355,24.79
2025-05-06,25.2608208889988,25.12
2025-05-07,25.253123661475104,25.18
2025-05-08,25.26806426514414,25.41
2025-05-09,25.27967719227327,25.39
2025-05-12,25.360660316818674,26.13
2025-05-13,25.420597429502607,25.99
2025-05-14,25.488159579073788,26.13
2025-05-15,25.53881104773343,26.02
2025-05-16,25.552257614615957,25.68
2025-05-19,25.56823307989063,25.72
2025-05-20,25.637925167520095,26.3
2025-05-21,25.693360865851517,26.22
2025-05-22,25.740659831008514,26.19
2025-05-23,25.742501751864847,25.76
2025-05-26,25.720358727877716,25.51
2025-05-27,25.672705515698887,25.22
2025-05-28,25.61911451420376,25.11
2025-05-29,25.59824646523197,25.4
2025-05-30,25.54508013520988,25.04
2025-06-03,25.46745345566608,24.73
2025-06-04,25.407695983697884,24.84
2025-06-05,25.341248747155227,24.71
2025-06-06,25.2925583902833,24.83
2025-06-09,25.262790924542035,24.98
2025-06-10,25.226334646014223,24.88
2025-06-11,25.219064679727154,25.15
2025-06-12,25.195344234038853,24.97
2025-06-13,25.123406687939916,24.44
2025-06-16,25.056415574802784,24.42
2025-06-17,25.042471234345378,24.91
2025-06-18,25.038426354883914,25.0
2025-06-19,25.006195273466396,24.7
2025-06-20,24.972271914088644,24.65
2025-06-23,24.9320555413183,24.55
2025-06-24,24.91185977547846,24.72
2025-06-25,24.913587415909085,24.93
2025-06-26,24.89515051915584,24.72
2025-06-27,24.88989808876005,24.84
2025-06-30,24.879431604116235,24.78
2025-07-01,24.868057165628976,24.76
2025-07-02,24.935861245092884,25.58
2025-07-03,25.013398269369752,25.75
2025-07-04,25.09307462466787,25.85
2025-07-07,25.142305612794743,25.61
2025-07-08,25.178276506814292,25.52
2025-07-09,25.188916839498646,25.29
2025-07-10,25.194734283355917,25.25
2025-07-11,25.209521494464877,25.35
2025-07-14,25.228614685468223,25.41
2025-07-15,25.28303233447125,25.8
2025-07-16,25.32083877880732,25.68
2025-07-17,25.36742556177805,25.81
2025-07-18,25.407670746370613,25.79
2025-07-21,25.468844961001984,26.05
2025-07-22,25.59657401233513,26.81
2025-07-23,25.777852677827024,27.5
2025-07-24,25.933295279938736,27.41
2025-07-25,25.923457634230285,25.83
2025-07-28,25.89741405001788,25.65
2025-07-29,25.85099366430189,25.41
2025-07-30,25.825184743892184,25.58
2025-07-31,25.731357625426263,24.84
2025-08-01,25.652180708718998,24.9
2025-08-04,25.586258736460046,24.96
2025-08-05,25.533281713940042,25.03
2025-08-06,25.504397741183848,25.23
2025-08-07,25.462074146785387,25.06
2025-08-08,25.42949565661535,25.12
2025-08-11,25.399067498842463,25.11
2025-08-12,25.411537260857468,25.53
2025-08-13,25.419962283632945,25.5
2025-08-14,25.428537304239327,25.51
2025-08-15,25.43153375145463,25.46
2025-08-18,25.427578156078,25.39
2025-08-19,25.40590404597533,25.2
2025-08-20,25.39581794635863,25.3
2025-08-21,25.414311475276854,25.59
2025-08-22,25.449138953821915,25.78
2025-08-25,25.519697148696018,26.19
2025-08-26,25.59020218215354,26.26
2025-08-27,25.608278164805583,25.78
2025-08-28,25.645585006252674,26.0
2025-08-29,25.704100719942893,26.26
2025-09-01,25.727519698995952,25.95
2025-09-02,25.782041632424907,26.3
2025-09-03,25.8208948102892,26.19
2025-09-04,25.808428637880702,25.69
2025-09-05,25.870483053320633,26.46
2025-09-08,25.92472276252819,26.44
2025-09-09,26.02046345181122,26.93
2025-09-10,26.07375264687682,26.58
2025-09-11,26.125776204317123,26.62
2025-09-12,26.13189275628692,26.19
2025-09-15,26.119331541402453,26.0
2025-09-16,26.10034758507841,25.92
2025-09-17,26.165076386499514,26.78
2025-09-18,26.154116730642418,26.05
2025-09-19,26.1699151372479,26.32
"
1674,CN,technical,统计中航沈飞从2025年03月04日到2025年07月09日，股价跌破10日指数移动平均线的总次数。（平滑系数 alpha 取 2 / (n + 1)；从前 4n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,10.0,medium,moving average,EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}，\alpha = 2 / (n + 1),"date,close,low,high,open
2024-12-27,50.46,50.22,52.5,52.01
2024-12-30,50.1,49.6,51.4,50.59
2024-12-31,50.72,49.6,51.31,49.9
2025-01-02,48.32,47.88,50.17,50.17
2025-01-03,46.34,46.21,48.33,48.03
2025-01-06,45.75,44.91,46.67,46.34
2025-01-07,46.4,45.51,46.5,45.64
2025-01-08,45.06,43.6,46.25,46.2
2025-01-09,47.49,44.51,49.49,44.69
2025-01-10,47.15,46.85,48.48,46.85
2025-01-13,46.93,46.07,47.86,46.5
2025-01-14,48.28,46.88,48.38,46.95
2025-01-15,47.5,47.5,48.43,48.29
2025-01-16,47.16,46.99,47.99,47.59
2025-01-17,47.98,46.9,48.19,47.0
2025-01-20,47.71,47.4,48.09,48.0
2025-01-21,47.0,46.77,47.87,47.76
2025-01-22,46.9,45.59,47.0,46.9
2025-01-23,47.17,46.8,47.45,47.26
2025-01-24,46.93,46.68,47.24,46.83
2025-01-27,46.56,46.35,47.2,47.2
2025-02-05,46.59,45.8,46.97,46.8
2025-02-06,47.95,46.12,48.48,46.55
2025-02-07,47.94,47.44,48.35,47.65
2025-02-10,48.18,47.6,48.28,47.94
2025-02-11,47.2,47.11,48.01,48.01
2025-02-12,47.22,46.57,47.27,47.03
2025-02-13,47.22,47.06,48.02,47.22
2025-02-14,46.31,46.14,47.2,47.0
2025-02-17,45.4,45.1,46.5,46.32
2025-02-18,44.62,44.25,45.46,45.4
2025-02-19,44.92,44.39,44.98,44.61
2025-02-20,45.41,44.43,45.69,44.88
2025-02-21,45.9,45.0,46.23,45.3
2025-02-24,45.36,45.13,45.98,45.86
2025-02-25,44.7,44.25,45.28,45.08
2025-02-26,44.25,43.93,44.67,44.44
2025-02-27,44.05,43.51,44.39,44.3
2025-02-28,43.54,43.49,44.36,44.05
2025-03-03,43.58,43.33,44.07,43.58
2025-03-04,44.88,43.6,45.1,43.8
2025-03-05,44.29,44.11,45.09,44.68
2025-03-06,44.36,44.0,44.54,44.48
2025-03-07,45.32,44.01,46.32,44.25
2025-03-10,45.17,45.01,46.29,45.59
2025-03-11,46.31,44.69,46.61,44.88
2025-03-12,45.45,45.39,46.98,46.31
2025-03-13,45.08,44.77,45.66,45.48
2025-03-14,45.17,44.59,45.44,45.08
2025-03-17,45.24,44.97,46.07,45.17
2025-03-18,44.75,44.7,45.35,45.26
2025-03-19,44.19,44.08,44.79,44.76
2025-03-20,44.45,44.08,45.1,44.1
2025-03-21,43.97,43.68,44.49,44.02
2025-03-24,43.85,43.35,44.25,44.03
2025-03-25,43.77,43.6,44.18,43.83
2025-03-26,43.93,43.56,44.02,43.78
2025-03-27,43.6,43.34,43.99,43.93
2025-03-28,43.42,43.03,43.67,43.6
2025-03-31,42.28,42.26,43.13,42.91
2025-04-01,44.49,43.68,45.13,43.68
2025-04-02,42.9,42.73,44.49,44.49
2025-04-03,42.94,42.53,43.16,42.68
2025-04-07,41.24,39.06,42.63,41.68
2025-04-08,42.0,41.13,42.0,41.22
2025-04-09,44.27,41.66,44.81,41.91
2025-04-10,44.6,43.57,45.1,44.26
2025-04-11,44.83,44.03,44.83,44.6
2025-04-14,44.73,44.16,44.95,44.83
2025-04-15,44.0,43.8,44.51,44.5
2025-04-16,44.48,43.58,44.75,44.7
2025-04-17,44.2,43.96,44.6,44.1
2025-04-18,44.04,43.31,44.18,43.93
2025-04-21,44.2,43.74,44.4,43.83
2025-04-22,43.88,43.73,44.22,44.0
2025-04-23,43.05,43.01,43.97,43.88
2025-04-24,42.68,42.67,43.07,42.99
2025-04-25,42.84,42.31,42.93,42.71
2025-04-28,42.48,42.4,42.83,42.8
2025-04-29,42.67,41.28,43.0,41.5
2025-04-30,42.66,42.4,42.78,42.43
2025-05-06,43.22,42.9,43.5,42.98
2025-05-07,46.01,44.35,47.47,44.4
2025-05-08,48.66,45.13,49.66,46.15
2025-05-09,46.18,46.03,48.5,48.49
2025-05-12,50.07,46.25,50.7,46.58
2025-05-13,47.81,47.54,49.5,49.5
2025-05-14,47.38,46.89,48.19,47.82
2025-05-15,46.92,46.69,47.75,47.09
2025-05-16,47.2,46.83,48.05,46.93
2025-05-19,47.69,47.47,48.96,47.76
2025-05-20,47.68,46.4,48.2,47.29
2025-05-21,47.99,46.89,48.29,47.16
2025-05-22,48.13,47.74,49.86,48.0
2025-05-23,48.01,47.8,48.85,47.8
2025-05-26,48.33,47.55,48.94,48.21
2025-05-27,47.65,47.11,48.59,48.03
2025-05-28,47.25,47.17,48.18,47.51
2025-05-29,47.58,46.93,47.83,47.13
2025-05-30,48.03,46.95,48.66,47.35
2025-06-03,49.38,48.25,50.0,48.5
2025-06-04,49.36,48.8,49.43,49.4
2025-06-05,49.6,48.7,49.93,49.38
2025-06-06,50.0,49.97,51.5,50.5
2025-06-09,54.65,52.57,55.0,53.0
2025-06-10,52.89,52.37,53.81,53.55
2025-06-11,53.39,52.45,53.77,52.87
2025-06-12,53.28,52.96,54.45,53.0
2025-06-13,54.9,53.18,55.35,54.43
2025-06-16,54.49,53.25,55.15,54.9
2025-06-17,55.51,53.75,56.55,54.41
2025-06-18,55.28,54.71,56.87,55.5
2025-06-19,53.47,52.57,54.65,54.65
2025-06-20,53.07,52.77,53.8,53.4
2025-06-23,53.04,52.68,53.77,53.2
2025-06-24,52.9,51.84,54.0,52.0
2025-06-25,53.78,52.92,54.45,52.94
2025-06-26,53.77,53.74,55.28,53.81
2025-06-27,55.05,54.38,56.0,54.47
2025-06-30,58.62,55.6,58.91,55.6
2025-07-01,57.94,56.94,58.64,58.64
2025-07-02,56.67,56.49,57.75,57.46
2025-07-03,57.03,56.18,57.13,56.57
2025-07-04,58.58,56.71,59.82,57.01
2025-07-07,60.1,57.98,60.71,58.59
2025-07-08,59.98,58.55,60.17,59.68
2025-07-09,59.44,59.41,61.28,60.08
","date,10日,close
2025-01-10,47.57813148205245,47.15
2025-01-13,47.460289394406544,46.93
2025-01-14,47.60932768633263,48.28
2025-01-15,47.58944992518124,47.5
2025-01-16,47.511368120602825,47.16
2025-01-17,47.596573916856855,47.98
2025-01-20,47.6171968410647,47.71
2025-01-21,47.504979233598384,47.0
2025-01-22,47.394983009307765,46.9
2025-01-23,47.354077007615444,47.17
2025-01-24,47.276972097139904,46.93
2025-01-27,47.14661353402356,46.56
2025-02-05,47.045411073292,46.59
2025-02-06,47.209881787238906,47.95
2025-02-07,47.34263055319547,47.94
2025-02-10,47.49487954352356,48.18
2025-02-11,47.44126508106473,47.2
2025-02-12,47.40103506632568,47.22
2025-02-13,47.36811959972101,47.22
2025-02-14,47.175734217953554,46.31
2025-02-17,46.8528734510529,45.4
2025-02-18,46.44689645995237,44.62
2025-02-19,46.16927892177921,44.92
2025-02-20,46.03122820872844,45.41
2025-02-21,46.00736853441418,45.9
2025-02-24,45.88966516452069,45.36
2025-02-25,45.673362407335105,44.7
2025-02-26,45.41456924236508,44.25
2025-02-27,45.16646574375324,44.05
2025-02-28,44.87074469943447,43.54
2025-03-03,44.63606384499183,43.58
2025-03-04,44.680415873175136,44.88
2025-03-05,44.60943116896147,44.29
2025-03-06,44.56408004733211,44.36
2025-03-07,44.70152003872627,45.32
2025-03-10,44.78669821350331,45.17
2025-03-11,45.063662174684524,46.31
2025-03-12,45.13390541565097,45.45
2025-03-13,45.12410443098715,45.08
2025-03-14,45.13244907989858,45.17
2025-03-17,45.15200379264429,45.24
2025-03-18,45.078912193981694,44.75
2025-03-19,44.917291795075926,44.19
2025-03-20,44.83232965051667,44.45
2025-03-21,44.675542441331814,43.97
2025-03-24,44.52544381563512,43.85
2025-03-25,44.38809039461055,43.77
2025-03-26,44.30480123195408,43.93
2025-03-27,44.17665555341697,43.6
2025-03-28,44.039081816432066,43.42
2025-03-31,43.719248758898964,42.28
2025-04-01,43.85938534819006,44.49
2025-04-02,43.68495164851913,42.9
2025-04-03,43.54950589424292,42.94
2025-04-07,43.129595731653296,41.24
2025-04-08,42.92421468953451,42.0
2025-04-09,43.16890292780096,44.27
2025-04-10,43.42910239547351,44.6
2025-04-11,43.68381105084195,44.83
2025-04-14,43.87402722341614,44.73
2025-04-15,43.8969313646132,44.0
2025-04-16,44.00294384377443,44.48
2025-04-17,44.03877223581544,44.2
2025-04-18,44.03899546566718,44.04
2025-04-21,44.06826901736405,44.2
2025-04-22,44.03403828693422,43.88
2025-04-23,43.85512223476436,43.05
2025-04-24,43.64146364662538,42.68
2025-04-25,43.49574298360258,42.84
2025-04-28,43.31106244112939,42.48
2025-04-29,43.19450563365131,42.67
2025-04-30,43.097322791169255,42.66
2025-05-06,43.11962773822939,43.22
2025-05-07,43.645149967642226,46.01
2025-05-08,44.55694088261636,48.66
2025-05-09,44.85204254032247,46.18
2025-05-12,45.80076207844566,50.07
2025-05-13,46.16607806418281,47.81
2025-05-14,46.3867911434223,47.38
2025-05-15,46.48373820825461,46.92
2025-05-16,46.61396762493558,47.2
2025-05-19,46.80960987494729,47.69
2025-05-20,46.96786262495687,47.68
2025-05-21,47.153705784055624,47.99
2025-05-22,47.33121382331824,48.13
2025-05-23,47.454629491805825,48.01
2025-05-26,47.613787766022945,48.33
2025-05-27,47.62037180856422,47.65
2025-05-28,47.553031479734365,47.25
2025-05-29,47.557934847055385,47.58
2025-05-30,47.64376487486349,48.03
2025-06-03,47.95944398852467,49.38
2025-06-04,48.21409053606564,49.36
2025-06-05,48.46607407496279,49.6
2025-06-06,48.74496969769683,50.0
2025-06-09,49.81861157084286,54.65
2025-06-10,50.37704583068961,52.89
2025-06-11,50.92485567965514,53.39
2025-06-12,51.35306373789965,53.28
2025-06-13,51.99796124009971,54.9
2025-06-16,52.451059196445215,54.49
2025-06-17,53.00723025163699,55.51
2025-06-18,53.42046111497572,55.28
2025-06-19,53.42946818498014,53.47
2025-06-20,53.36411033316556,53.07
2025-06-23,53.30518118168091,53.04
2025-06-24,53.23151187592074,52.9
2025-06-25,53.331236989389694,53.78
2025-06-26,53.41101208222793,53.77
2025-06-27,53.70900988545921,55.05
2025-06-30,54.60191717901208,58.62
2025-07-01,55.2088413282826,57.94
2025-07-02,55.47450654132213,56.67
2025-07-03,55.75732353380901,57.03
2025-07-04,56.27053743675282,58.58
2025-07-07,56.96680335734322,60.1
2025-07-08,57.51465729237172,59.98
2025-07-09,57.86471960284958,59.44
"
1675,CN,technical,"中国化学2021年02月06日至2021年04月10日, 价格突破60日双指数移动平均线有多少次？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",11.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2019-11-18,6.23,6.25,6.14
2019-11-19,6.25,6.28,6.21
2019-11-20,6.15,6.27,6.15
2019-11-21,6.18,6.21,6.12
2019-11-22,6.13,6.22,5.98
2019-11-25,6.3,6.32,6.11
2019-11-26,6.42,6.42,6.26
2019-11-27,6.31,6.42,6.29
2019-11-28,6.28,6.38,6.24
2019-11-29,6.23,6.3,6.19
2019-12-02,6.25,6.26,6.15
2019-12-03,6.3,6.31,6.19
2019-12-04,6.25,6.31,6.22
2019-12-05,6.21,6.28,6.18
2019-12-06,6.18,6.23,6.13
2019-12-09,6.23,6.25,6.18
2019-12-10,6.32,6.36,6.2
2019-12-11,6.3,6.36,6.27
2019-12-12,6.32,6.35,6.28
2019-12-13,6.42,6.45,6.33
2019-12-16,6.45,6.52,6.4
2019-12-17,6.5,6.51,6.4
2019-12-18,6.44,6.53,6.42
2019-12-19,6.51,6.55,6.44
2019-12-20,6.45,6.55,6.43
2019-12-23,6.33,6.44,6.33
2019-12-24,6.35,6.36,6.31
2019-12-25,6.31,6.37,6.29
2019-12-26,6.42,6.46,6.31
2019-12-27,6.37,6.46,6.35
2019-12-30,6.43,6.43,6.35
2019-12-31,6.44,6.46,6.4
2020-01-02,6.52,6.58,6.45
2020-01-03,6.49,6.55,6.46
2020-01-06,6.56,6.65,6.44
2020-01-07,6.6,6.62,6.54
2020-01-08,6.56,6.65,6.55
2020-01-09,6.68,6.7,6.58
2020-01-10,6.69,6.69,6.62
2020-01-13,6.84,6.84,6.66
2020-01-14,6.73,6.89,6.72
2020-01-15,6.68,6.73,6.62
2020-01-16,6.7,6.76,6.68
2020-01-17,6.74,6.78,6.68
2020-01-20,7.18,7.25,6.8
2020-01-21,7.26,7.41,7.1
2020-01-22,7.33,7.42,7.08
2020-01-23,7.02,7.3,6.97
2020-02-03,6.32,6.58,6.32
2020-02-04,6.73,6.81,6.21
2020-02-05,6.74,6.84,6.65
2020-02-06,7.04,7.17,6.72
2020-02-07,7.12,7.17,6.96
2020-02-10,7.25,7.49,7.15
2020-02-11,7.15,7.3,7.11
2020-02-12,7.35,7.45,7.08
2020-02-13,7.15,7.35,7.09
2020-02-14,7.13,7.22,7.07
2020-02-17,7.31,7.34,7.13
2020-02-18,7.21,7.31,7.17
2020-02-19,7.09,7.29,7.08
2020-02-20,7.32,7.34,7.08
2020-02-21,7.36,7.42,7.22
2020-02-24,7.21,7.34,7.11
2020-02-25,6.99,7.06,6.85
2020-02-26,7.18,7.22,6.79
2020-02-27,7.16,7.22,7.06
2020-02-28,6.95,7.08,6.8
2020-03-02,7.58,7.59,6.96
2020-03-03,7.48,7.74,7.42
2020-03-04,7.57,7.65,7.39
2020-03-05,7.59,7.69,7.52
2020-03-06,7.35,7.6,7.34
2020-03-09,6.91,7.3,6.82
2020-03-10,7.04,7.12,6.85
2020-03-11,6.9,7.08,6.9
2020-03-12,6.84,6.98,6.68
2020-03-13,6.65,6.75,6.49
2020-03-16,6.25,6.69,6.24
2020-03-17,6.32,6.43,6.12
2020-03-18,6.17,6.44,6.14
2020-03-19,6.05,6.22,5.99
2020-03-20,6.09,6.14,5.91
2020-03-23,5.8,5.94,5.77
2020-03-24,5.9,5.94,5.77
2020-03-25,6.05,6.12,5.93
2020-03-26,5.9,6.02,5.88
2020-03-27,5.93,6.08,5.9
2020-03-30,5.96,5.98,5.8
2020-03-31,5.97,6.09,5.95
2020-04-01,5.89,6.06,5.88
2020-04-02,6.0,6.01,5.85
2020-04-03,5.89,5.99,5.87
2020-04-07,6.02,6.03,5.95
2020-04-08,6.05,6.11,5.97
2020-04-09,6.04,6.11,6.03
2020-04-10,5.94,6.05,5.94
2020-04-13,5.95,5.95,5.88
2020-04-14,6.03,6.04,5.94
2020-04-15,6.1,6.21,6.01
2020-04-16,6.15,6.22,6.06
2020-04-17,6.14,6.26,6.12
2020-04-20,6.15,6.26,6.11
2020-04-21,6.09,6.13,6.02
2020-04-22,6.08,6.11,6.01
2020-04-23,6.08,6.12,6.01
2020-04-24,6.14,6.22,6.04
2020-04-27,6.04,6.19,6.04
2020-04-28,5.96,6.05,5.81
2020-04-29,6.11,6.19,5.92
2020-04-30,6.17,6.18,6.1
2020-05-06,6.1,6.19,6.04
2020-05-07,6.0,6.08,5.99
2020-05-08,6.02,6.04,5.96
2020-05-11,5.98,6.04,5.97
2020-05-12,5.93,5.98,5.84
2020-05-13,5.84,5.89,5.81
2020-05-14,5.8,5.85,5.79
2020-05-15,5.81,5.83,5.78
2020-05-18,5.82,5.85,5.78
2020-05-19,5.83,5.86,5.81
2020-05-20,5.77,5.82,5.77
2020-05-21,5.61,5.79,5.59
2020-05-22,5.55,5.63,5.5
2020-05-25,5.57,5.66,5.53
2020-05-26,5.61,5.64,5.56
2020-05-27,5.61,5.65,5.58
2020-05-28,5.58,5.64,5.54
2020-05-29,5.56,5.57,5.49
2020-06-01,5.7,5.74,5.53
2020-06-02,5.7,5.7,5.65
2020-06-03,5.66,5.74,5.65
2020-06-04,5.59,5.67,5.58
2020-06-05,5.58,5.61,5.55
2020-06-08,5.57,5.64,5.56
2020-06-09,5.59,5.62,5.55
2020-06-10,5.53,5.58,5.51
2020-06-11,5.5,5.55,5.49
2020-06-12,5.44,5.46,5.4
2020-06-15,5.38,5.46,5.38
2020-06-16,5.45,5.47,5.38
2020-06-17,5.45,5.48,5.42
2020-06-18,5.59,5.62,5.43
2020-06-19,5.58,5.62,5.56
2020-06-22,5.57,5.63,5.56
2020-06-23,5.48,5.58,5.47
2020-06-24,5.53,5.54,5.48
2020-06-29,5.46,5.52,5.45
2020-06-30,5.48,5.5,5.46
2020-07-01,5.63,5.63,5.48
2020-07-02,5.77,5.77,5.62
2020-07-03,5.83,5.89,5.77
2020-07-06,6.18,6.18,5.9
2020-07-07,6.03,6.34,6.03
2020-07-08,6.24,6.36,5.98
2020-07-09,6.27,6.31,6.14
2020-07-10,6.21,6.45,6.17
2020-07-13,6.33,6.38,6.12
2020-07-14,6.22,6.35,6.13
2020-07-15,5.86,6.08,5.83
2020-07-16,5.74,5.97,5.73
2020-07-17,5.76,5.82,5.73
2020-07-20,6.02,6.04,5.78
2020-07-21,6.04,6.1,6.0
2020-07-22,5.97,6.07,5.95
2020-07-23,5.95,5.95,5.77
2020-07-24,5.73,5.98,5.73
2020-07-27,5.71,5.78,5.65
2020-07-28,5.68,5.76,5.65
2020-07-29,5.77,5.78,5.64
2020-07-30,5.72,5.8,5.7
2020-07-31,5.76,5.78,5.68
2020-08-03,5.86,5.87,5.77
2020-08-04,5.89,5.94,5.81
2020-08-05,5.83,5.88,5.78
2020-08-06,5.78,5.85,5.73
2020-08-07,5.68,5.78,5.64
2020-08-10,5.83,5.87,5.68
2020-08-11,5.76,5.91,5.75
2020-08-12,5.74,5.81,5.65
2020-08-13,5.75,5.8,5.72
2020-08-14,5.81,5.81,5.72
2020-08-17,5.98,5.98,5.8
2020-08-18,6.0,6.03,5.91
2020-08-19,5.94,6.03,5.93
2020-08-20,5.85,5.96,5.82
2020-08-21,5.82,5.89,5.78
2020-08-24,5.99,6.02,5.81
2020-08-25,5.88,6.0,5.87
2020-08-26,5.81,5.89,5.77
2020-08-27,5.82,5.84,5.77
2020-08-28,5.88,5.88,5.77
2020-08-31,5.86,5.93,5.8
2020-09-01,5.77,5.84,5.74
2020-09-02,5.79,5.84,5.69
2020-09-03,5.76,5.82,5.74
2020-09-04,5.7,5.74,5.68
2020-09-07,5.59,5.72,5.58
2020-09-08,5.63,5.65,5.57
2020-09-09,5.58,5.65,5.56
2020-09-10,5.52,5.63,5.48
2020-09-11,5.52,5.54,5.48
2020-09-14,5.52,5.54,5.48
2020-09-15,5.54,5.55,5.5
2020-09-16,5.55,5.58,5.51
2020-09-17,5.54,5.56,5.47
2020-09-18,5.62,5.65,5.52
2020-09-21,5.6,5.65,5.59
2020-09-22,5.51,5.59,5.5
2020-09-23,5.5,5.55,5.48
2020-09-24,5.34,5.48,5.34
2020-09-25,5.37,5.38,5.33
2020-09-28,5.43,5.47,5.37
2020-09-29,5.39,5.44,5.38
2020-09-30,5.38,5.42,5.36
2020-10-09,5.44,5.47,5.42
2020-10-12,5.54,5.54,5.45
2020-10-13,5.48,5.54,5.48
2020-10-14,5.43,5.5,5.42
2020-10-15,5.41,5.46,5.39
2020-10-16,5.42,5.45,5.41
2020-10-19,5.44,5.51,5.43
2020-10-20,5.45,5.46,5.41
2020-10-21,5.44,5.46,5.39
2020-10-22,5.43,5.45,5.4
2020-10-23,5.48,5.51,5.42
2020-10-26,5.46,5.52,5.43
2020-10-27,5.41,5.44,5.36
2020-10-28,5.4,5.42,5.37
2020-10-29,5.36,5.39,5.34
2020-10-30,5.29,5.39,5.24
2020-11-02,5.52,5.53,5.35
2020-11-03,5.59,5.64,5.49
2020-11-04,5.57,5.61,5.53
2020-11-05,5.66,5.69,5.59
2020-11-06,5.73,5.76,5.63
2020-11-09,5.78,5.83,5.74
2020-11-10,5.78,5.89,5.77
2020-11-11,5.82,5.89,5.74
2020-11-12,5.74,5.82,5.73
2020-11-13,5.74,5.75,5.66
2020-11-16,6.06,6.08,5.79
2020-11-17,6.03,6.12,5.98
2020-11-18,6.1,6.18,5.97
2020-11-19,6.03,6.2,6.0
2020-11-20,6.08,6.09,5.93
2020-11-23,6.35,6.45,6.1
2020-11-24,6.38,6.51,6.29
2020-11-25,6.39,6.54,6.34
2020-11-26,6.37,6.5,6.33
2020-11-27,6.46,6.46,6.26
2020-11-30,6.49,6.71,6.41
2020-12-01,6.5,6.54,6.38
2020-12-02,6.38,6.5,6.36
2020-12-03,6.4,6.49,6.27
2020-12-04,6.29,6.43,6.27
2020-12-07,6.26,6.34,6.22
2020-12-08,6.16,6.31,6.15
2020-12-09,6.01,6.18,6.01
2020-12-10,5.93,6.07,5.89
2020-12-11,5.83,5.96,5.78
2020-12-14,5.74,5.86,5.68
2020-12-15,5.76,5.82,5.73
2020-12-16,5.74,5.81,5.67
2020-12-17,5.82,5.83,5.63
2020-12-18,5.88,6.03,5.86
2020-12-21,5.8,5.86,5.75
2020-12-22,5.58,5.75,5.58
2020-12-23,5.66,5.7,5.45
2020-12-24,5.63,5.77,5.62
2020-12-25,5.75,5.77,5.6
2020-12-28,5.76,5.83,5.69
2020-12-29,5.79,5.86,5.74
2020-12-30,5.79,5.83,5.73
2020-12-31,5.87,5.92,5.76
2021-01-04,5.85,5.93,5.79
2021-01-05,5.75,5.82,5.65
2021-01-06,5.88,5.95,5.7
2021-01-07,5.8,5.88,5.71
2021-01-08,5.75,5.82,5.7
2021-01-11,5.58,5.77,5.55
2021-01-12,5.68,5.72,5.55
2021-01-13,6.25,6.25,5.6
2021-01-14,6.41,6.88,6.16
2021-01-15,6.49,6.67,6.23
2021-01-18,6.32,6.56,6.23
2021-01-19,6.11,6.31,6.08
2021-01-20,6.05,6.15,6.03
2021-01-21,5.98,6.1,5.97
2021-01-22,5.98,6.08,5.93
2021-01-25,5.8,5.95,5.73
2021-01-26,5.77,5.87,5.73
2021-01-27,5.81,5.98,5.76
2021-01-28,5.63,5.78,5.61
2021-01-29,5.53,5.69,5.48
2021-02-01,5.61,5.62,5.45
2021-02-02,5.61,5.67,5.56
2021-02-03,5.48,5.61,5.47
2021-02-04,5.52,5.52,5.38
2021-02-05,5.64,5.73,5.48
2021-02-08,5.68,5.75,5.59
2021-02-09,6.25,6.25,5.73
2021-02-10,6.29,6.35,6.17
2021-02-18,6.46,6.61,6.35
2021-02-19,6.63,6.77,6.5
2021-02-22,6.83,7.08,6.72
2021-02-23,6.54,6.88,6.53
2021-02-24,6.33,6.68,6.27
2021-02-25,6.32,6.46,6.3
2021-02-26,6.12,6.22,6.09
2021-03-01,6.25,6.28,6.15
2021-03-02,6.16,6.26,6.12
2021-03-03,6.78,6.78,6.11
2021-03-04,6.86,7.11,6.72
2021-03-05,6.68,6.85,6.63
2021-03-08,6.7,7.08,6.7
2021-03-09,6.72,7.05,6.66
2021-03-10,6.63,6.83,6.43
2021-03-11,6.91,6.96,6.57
2021-03-12,6.88,6.95,6.75
2021-03-15,7.08,7.25,6.78
2021-03-16,7.13,7.25,7.03
2021-03-17,6.86,7.27,6.78
2021-03-18,6.82,6.97,6.75
2021-03-19,6.63,6.8,6.6
2021-03-22,6.79,6.87,6.58
2021-03-23,6.72,6.83,6.63
2021-03-24,6.59,6.76,6.56
2021-03-25,6.5,6.64,6.43
2021-03-26,6.56,6.63,6.52
2021-03-29,6.69,6.83,6.52
2021-03-30,6.72,6.8,6.62
2021-03-31,6.99,7.05,6.68
2021-04-01,7.04,7.15,6.92
2021-04-02,6.9,7.07,6.85
2021-04-06,6.89,6.96,6.85
2021-04-07,6.9,6.96,6.8
2021-04-08,6.77,6.88,6.74
2021-04-09,6.72,6.84,6.69
","date,60日,close
2020-05-15,5.958960200799659,5.81
2020-05-18,5.94111838879025,5.82
2020-05-19,5.924942140158185,5.83
2020-05-20,5.905837251674217,5.77
2020-05-21,5.877498776581662,5.61
2020-05-22,5.846830615629362,5.55
2020-05-25,5.819111402853906,5.57
2020-05-26,5.79549220766907,5.61
2020-05-27,5.773197021625239,5.61
2020-05-28,5.750229450890202,5.58
2020-05-29,5.727270291650151,5.56
2020-06-01,5.714641988914001,5.7
2020-06-02,5.702812456589304,5.7
2020-06-03,5.689162939833424,5.66
2020-06-04,5.671847535483369,5.59
2020-06-05,5.654915981416057,5.58
2020-06-08,5.638350971033369,5.57
2020-06-09,5.6240708836841975,5.59
2020-06-10,5.606805291747297,5.53
2020-06-11,5.588635781750163,5.5
2020-06-12,5.567672974056795,5.44
2020-06-15,5.5440550687956165,5.38
2020-06-16,5.526299049314471,5.45
2020-06-17,5.509606251676437,5.45
2020-06-18,5.5029558744701195,5.59
2020-06-19,5.496183021324979,5.58
2020-06-22,5.48929212267313,5.57
2020-06-23,5.4771275468338985,5.48
2020-06-24,5.46897559878668,5.53
2020-06-29,5.456900126185898,5.46
2020-06-30,5.446896815079186,5.48
2020-07-01,5.447249109295048,5.63
2020-07-02,5.456804965174714,5.77
2020-07-03,5.469951085695116,5.83
2020-07-06,5.505210919392707,6.18
2020-07-07,5.5292471025219045,6.03
2020-07-08,5.565816026215172,6.24
2020-07-09,5.60268599645742,6.27
2020-07-10,5.63402531987248,6.21
2020-07-13,5.671702310877139,6.33
2020-07-14,5.700561971302751,6.22
2020-07-15,5.704899039310369,5.86
2020-07-16,5.701383247205364,5.74
2020-07-17,5.699425707483154,5.76
2020-07-20,5.714429228417594,6.02
2020-07-21,5.730083498629667,6.04
2020-07-22,5.740546325991586,5.97
2020-07-23,5.749290995903674,5.95
2020-07-24,5.743497669373269,5.73
2020-07-27,5.736773519862431,5.71
2020-07-28,5.728519325149535,5.68
2020-07-29,5.726550249875096,5.77
2020-07-30,5.721529945647785,5.72
2020-07-31,5.719411751936994,5.76
2020-08-03,5.72392368977225,5.86
2020-08-04,5.730225856083844,5.89
2020-08-05,5.73242336683534,5.83
2020-08-06,5.731359094182454,5.78
2020-08-07,5.7239658747571855,5.68
2020-08-10,5.726677065211797,5.83
2020-08-11,5.724809541887868,5.76
2020-08-12,5.72181032478006,5.74
2020-08-13,5.719669094989307,5.75
2020-08-14,5.721568504480957,5.81
2020-08-17,5.7344052608428235,5.98
2020-08-18,5.7479680471508825,6.0
2020-08-19,5.757057051974789,5.94
2020-08-20,5.759951595802822,5.85
2020-08-21,5.760821281554549,5.82
2020-08-24,5.772663283966683,5.99
2020-08-25,5.776880257162264,5.88
2020-08-26,5.776421176986283,5.81
2020-08-27,5.776672791390869,5.82
2020-08-28,5.780824680285467,5.88
2020-08-31,5.783525413024235,5.86
2020-09-01,5.780329269248786,5.77
2020-09-02,5.778618144938296,5.79
2020-09-03,5.77509465762183,5.76
2020-09-04,5.767912277084581,5.7
2020-09-07,5.754025280105676,5.59
2020-09-08,5.743437605393505,5.63
2020-09-09,5.730185940224293,5.58
2020-09-10,5.71375761713509,5.52
2020-09-11,5.698180615484443,5.52
2020-09-14,5.683416771031919,5.52
2020-09-15,5.670719482769794,5.54
2020-09-16,5.6593456213423465,5.55
2020-09-17,5.6479428279764985,5.54
2020-09-18,5.642319367880176,5.62
2020-09-21,5.6357446454757625,5.6
2020-09-22,5.6237506687835666,5.51
2020-09-23,5.611763021500399,5.5
2020-09-24,5.590108613470645,5.34
2020-09-25,5.571516990572108,5.37
2020-09-28,5.55777780560245,5.43
2020-09-29,5.542207471256364,5.39
2020-09-30,5.526832796775379,5.38
2020-10-09,5.516161855346887,5.44
2020-10-12,5.512547183340984,5.54
2020-10-13,5.505325237093762,5.48
2020-10-14,5.495316933993802,5.43
2020-10-15,5.484593964139747,5.41
2020-10-16,5.475127413771963,5.42
2020-10-19,5.467502159408795,5.44
2020-10-20,5.460984148369877,5.45
2020-10-21,5.454229745515816,5.44
2020-10-22,5.447250708881297,5.43
2020-10-23,5.4439282070376285,5.48
2020-10-26,5.439568803182225,5.46
2020-10-27,5.432287599195828,5.41
2020-10-28,5.424807077434625,5.4
2020-10-29,5.415202421546294,5.36
2020-10-30,5.401642997511497,5.29
2020-11-02,5.403672847805727,5.52
2020-11-03,5.410211739900054,5.59
2020-11-04,5.415232174304987,5.57
2020-11-05,5.425900060213709,5.66
2020-11-06,5.44064644844467,5.73
2020-11-09,5.4579777012364445,5.78
2020-11-10,5.474537276663272,5.78
2020-11-11,5.492937097398056,5.82
2020-11-12,5.505341834723556,5.74
2020-11-13,5.517198734291192,5.74
2020-11-16,5.549169998053026,6.06
2020-11-17,5.57769332220318,6.03
2020-11-18,5.609378062347733,6.1
2020-11-19,5.635031668419701,6.03
2020-11-20,5.662680170452175,6.08
2020-11-23,5.706408661420527,6.35
2020-11-24,5.7499435290408325,6.38
2020-11-25,5.79199273626204,6.39
2020-11-26,5.830682690411994,6.37
2020-11-27,5.873261835704749,6.46
2020-11-30,5.915660373039138,6.49
2020-12-01,5.956586647419373,6.5
2020-12-02,5.9877175301197,6.38
2020-12-03,6.018552180095342,6.4
2020-12-04,6.04071321418425,6.29
2020-12-07,6.05977790292565,6.26
2020-12-08,6.071378297953092,6.16
2020-12-09,6.072650929476529,6.01
2020-12-10,6.068614226067547,5.93
2020-12-11,6.058238998582749,5.83
2020-12-14,6.042482717242003,5.74
2020-12-15,6.028707509981563,5.76
2020-12-16,6.014241955960192,5.74
2020-12-17,6.00557451135599,5.82
2020-12-18,6.001136545026334,5.88
2020-12-21,5.991694699561772,5.8
2020-12-22,5.968466039830413,5.58
2020-12-23,5.951477910648961,5.66
2020-12-24,5.933337198656692,5.63
2020-12-25,5.923780314152604,5.75
2020-12-28,5.915298014712845,5.76
2020-12-29,5.909130834812642,5.79
2020-12-30,5.903233367311472,5.79
2020-12-31,5.9027544589962835,5.87
2021-01-04,5.900981253492076,5.85
2021-01-05,5.892817734713759,5.75
2021-01-06,5.893412069622069,5.88
2021-01-07,5.888793749691228,5.8
2021-01-08,5.881152914787164,5.75
2021-01-11,5.86289912334395,5.58
2021-01-12,5.85196844758281,5.68
2021-01-13,5.878322235243424,6.25
2021-01-14,5.913695588080192,6.41
2021-01-15,5.952480822929017,6.49
2021-01-18,5.9783774849061855,6.32
2021-01-19,5.989426334786028,6.11
2021-01-20,5.996022234031551,6.05
2021-01-21,5.997735815417614,5.98
2021-01-22,5.999319807232505,5.98
2021-01-25,5.989171082770992,5.8
2021-01-26,5.9775386199433616,5.77
2021-01-27,5.969013288692957,5.81
2021-01-28,5.9492571126012,5.63
2021-01-29,5.923982111949274,5.53
2021-02-01,5.90507369869554,5.61
2021-02-02,5.887067656951109,5.61
2021-02-03,5.861540298192665,5.48
2021-02-04,5.839829226698195,5.52
2021-02-05,5.8269145379642415,5.64
2021-02-08,5.8172118533002415,5.68
2021-02-09,5.844751790755607,6.25
2021-02-10,5.873531020833303,6.29
2021-02-18,5.911866515543629,6.46
2021-02-19,5.959283444064045,6.63
2021-02-22,6.0172628029469575,6.83
2021-02-23,6.053671590116974,6.54
2021-02-24,6.074710101747815,6.33
2021-02-25,6.094021098409993,6.32
2021-02-26,6.09942972377613,6.12
2021-03-01,6.112896454763613,6.25
2021-03-02,6.119837090277822,6.16
2021-03-03,6.166362487715031,6.78
2021-03-04,6.215706604492257,6.86
2021-03-05,6.250950905509069,6.68
2021-03-08,6.285673186674746,6.7
2021-03-09,6.31989129148287,6.72
2021-03-10,6.346527587551439,6.63
2021-03-11,6.389810263247348,6.91
2021-03-12,6.428925488467578,6.88
2021-03-15,6.478902483102824,7.08
2021-03-16,6.529527129271296,7.13
2021-03-17,6.560117369743039,6.86
2021-03-18,6.586476992855959,6.82
2021-03-19,6.599132714458928,6.63
2021-03-22,6.621325145537159,6.79
2021-03-23,6.637752598372735,6.72
2021-03-24,6.644824071881776,6.59
2021-03-25,6.645575617970851,6.5
2021-03-26,6.649992126829809,6.56
2021-03-29,6.662411879270206,6.69
2021-03-30,6.675995193091205,6.72
2021-03-31,6.706164377353106,6.99
2021-04-01,6.737917742821063,7.04
2021-04-02,6.758917956264403,6.9
2021-04-06,6.778070353784212,6.89
2021-04-07,6.79675275484611,6.9
2021-04-08,6.805956309556426,6.77
2021-04-09,6.81130265427784,6.72
"
1676,CN,technical,海康威视在2019年10月26日到2020年03月26日期间，收盘价突破5日双指数移动平均线共几次？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2019-09-11,34.0,34.85,33.5
2019-09-12,34.5,34.6,33.9
2019-09-16,34.5,35.16,34.1
2019-09-17,33.6,34.29,33.31
2019-09-18,33.76,33.82,33.33
2019-09-19,34.45,34.48,33.78
2019-09-20,34.41,34.73,34.2
2019-09-23,34.04,34.42,33.61
2019-09-24,34.09,34.49,33.74
2019-09-25,33.06,33.92,33.0
2019-09-26,33.2,33.81,32.84
2019-09-27,33.19,33.5,32.92
2019-09-30,32.3,33.28,32.22
2019-10-10,30.9,31.05,29.33
2019-10-11,30.68,31.0,30.18
2019-10-14,30.97,31.4,30.76
2019-10-15,30.31,30.92,30.13
2019-10-16,30.67,31.28,30.32
2019-10-17,30.93,30.99,30.38
2019-10-18,30.44,31.09,30.25
2019-10-21,31.61,32.09,30.9
2019-10-22,31.7,32.0,31.24
2019-10-23,31.68,31.94,31.38
2019-10-24,31.83,31.88,31.5
2019-10-25,32.26,32.36,31.31
2019-10-28,32.8,32.97,32.11
2019-10-29,32.54,33.15,32.45
2019-10-30,32.53,32.83,32.24
2019-10-31,32.35,32.74,32.18
2019-11-01,32.9,33.1,32.2
2019-11-04,32.85,33.12,32.68
2019-11-05,33.3,33.75,32.96
2019-11-06,33.57,33.9,33.32
2019-11-07,33.68,33.93,33.16
2019-11-08,34.4,35.1,34.04
2019-11-11,34.2,34.75,33.89
2019-11-12,34.03,34.74,33.54
2019-11-13,34.21,34.22,33.7
2019-11-14,33.37,33.7,32.66
2019-11-15,32.8,33.54,32.79
2019-11-18,33.1,33.44,32.54
2019-11-19,33.99,34.34,33.09
2019-11-20,33.69,34.2,33.47
2019-11-21,33.46,33.75,32.9
2019-11-22,31.99,33.66,31.92
2019-11-25,31.71,32.15,30.93
2019-11-26,32.0,32.37,31.5
2019-11-27,31.79,31.98,31.41
2019-11-28,31.75,31.94,31.54
2019-11-29,31.41,31.68,31.06
2019-12-02,31.08,31.72,30.81
2019-12-03,31.03,31.05,30.56
2019-12-04,30.52,31.08,30.31
2019-12-05,31.13,31.18,30.61
2019-12-06,31.28,31.33,30.81
2019-12-09,30.69,31.28,30.51
2019-12-10,30.59,30.7,30.13
2019-12-11,31.35,31.75,30.65
2019-12-12,31.13,31.37,30.91
2019-12-13,31.9,32.24,31.51
2019-12-16,32.13,32.41,31.82
2019-12-17,32.77,33.1,31.82
2019-12-18,33.1,33.6,32.54
2019-12-19,32.57,33.25,32.17
2019-12-20,32.21,32.62,32.05
2019-12-23,31.41,32.1,31.37
2019-12-24,31.8,31.93,31.28
2019-12-25,32.21,32.52,31.66
2019-12-26,32.36,32.59,32.14
2019-12-27,32.0,32.57,31.96
2019-12-30,32.58,32.65,31.61
2019-12-31,32.74,32.88,32.32
2020-01-02,33.91,34.37,32.57
2020-01-03,34.17,34.3,33.69
2020-01-06,34.41,35.12,33.56
2020-01-07,34.4,34.96,34.17
2020-01-08,34.08,34.79,33.9
2020-01-09,34.65,34.78,34.13
2020-01-10,34.36,34.66,34.01
2020-01-13,35.23,35.5,34.5
2020-01-14,35.36,35.6,34.85
2020-01-15,36.7,37.0,35.02
2020-01-16,36.8,36.9,36.16
2020-01-17,35.67,36.55,35.6
2020-01-20,36.12,36.67,35.5
2020-01-21,34.99,36.06,34.88
2020-01-22,36.61,36.8,34.61
2020-01-23,36.0,36.82,35.12
2020-02-03,32.47,34.2,32.4
2020-02-04,34.18,34.29,32.8
2020-02-05,35.1,36.1,33.93
2020-02-06,35.5,35.73,34.41
2020-02-07,35.2,35.5,34.48
2020-02-10,35.03,35.15,34.5
2020-02-11,35.56,35.85,34.58
2020-02-12,36.0,36.11,35.03
2020-02-13,35.96,36.65,35.61
2020-02-14,35.74,36.76,35.35
2020-02-17,37.15,37.24,35.6
2020-02-18,36.83,37.08,36.26
2020-02-19,38.17,38.51,36.57
2020-02-20,38.79,39.13,37.9
2020-02-21,39.4,40.09,38.56
2020-02-24,39.05,39.59,38.51
2020-02-25,38.35,38.6,36.99
2020-02-26,36.9,38.14,36.75
2020-02-27,36.8,37.59,36.2
2020-02-28,35.0,36.7,34.88
2020-03-02,35.6,36.18,34.31
2020-03-03,35.85,36.95,35.5
2020-03-04,35.53,35.82,34.8
2020-03-05,36.18,36.5,35.34
2020-03-06,35.22,35.87,35.08
2020-03-09,33.48,34.69,33.4
2020-03-10,34.4,34.57,33.01
2020-03-11,33.86,34.75,33.8
2020-03-12,32.88,33.38,32.75
2020-03-13,32.04,32.5,30.18
2020-03-16,30.1,32.2,29.88
2020-03-17,29.02,30.6,27.91
2020-03-18,29.0,30.3,29.0
2020-03-19,29.03,29.3,27.76
2020-03-20,29.08,29.76,28.59
2020-03-23,27.18,28.18,27.17
2020-03-24,27.84,28.25,27.0
2020-03-25,28.85,29.25,28.57
2020-03-26,28.32,28.85,28.14
","date,5日,close
2019-09-24,34.1552136361327,34.09
2019-09-25,33.55123135023455,33.06
2019-09-26,33.30599129536486,33.2
2019-09-27,33.17966334927113,33.19
2019-09-30,32.6302216677549,32.3
2019-10-10,31.571556290663807,30.9
2019-10-11,30.904198757438458,30.68
2019-10-14,30.7437955474007,30.97
2019-10-15,30.33097239322828,30.31
2019-10-16,30.345165169904064,30.67
2019-10-17,30.532010273992846,30.93
2019-10-18,30.38705140092199,30.44
2019-10-21,30.978508412788052,31.61
2019-10-22,31.36154392775208,31.7
2019-10-23,31.558277053541413,31.68
2019-10-24,31.742572103498738,31.83
2019-10-25,32.07308411420213,32.26
2019-10-28,32.54074677293674,32.8
2019-10-29,32.63295831315915,32.54
2019-10-30,32.65805696290698,32.53
2019-10-31,32.55498336691635,32.35
2019-11-01,32.791952505707584,32.9
2019-11-04,32.88149962231395,32.85
2019-11-05,33.1677983827708,33.3
2019-11-06,33.4597313448882,33.57
2019-11-07,33.66284251195279,33.68
2019-11-08,34.15502052932007,34.4
2019-11-11,34.2898751448922,34.2
2019-11-12,34.24537995793624,34.03
2019-11-13,34.30167321285178,34.21
2019-11-14,33.84983985805293,33.37
2019-11-15,33.27904282724756,32.8
2019-11-18,33.13879494386211,33.1
2019-11-19,33.5665964463728,33.99
2019-11-20,33.63710862011389,33.69
2019-11-21,33.54654640620839,33.46
2019-11-22,32.680013599338345,31.99
2019-11-25,32.06266417413629,31.71
2019-11-26,31.910212854698003,32.0
2019-11-27,31.73576639553677,31.79
2019-11-28,31.6420383697388,31.75
2019-11-29,31.42348831719095,31.41
2019-12-02,31.14152292525958,31.08
2019-12-03,30.981591314927904,31.03
2019-12-04,30.63255600867739,30.52
2019-12-05,30.803811871601898,31.13
2019-12-06,30.999502047168136,31.28
2019-12-09,30.789864119956675,30.69
2019-12-10,30.63004013897861,30.59
2019-12-11,30.976780576435186,31.35
2019-12-12,31.050134040145302,31.13
2019-12-13,31.519387352889215,31.9
2019-12-16,31.898012452676596,32.13
2019-12-17,32.44762222450693,32.77
2019-12-18,32.91104632037519,33.1
2019-12-19,32.843562994052725,32.57
2019-12-20,32.583174516347995,32.21
2019-12-23,31.981538024440553,31.41
2019-12-24,31.867306469766078,31.8
2019-12-25,32.03683617104786,32.21
2019-12-26,32.21475646372333,32.36
2019-12-27,32.10997032005428,32.0
2019-12-30,32.37340199841756,32.58
2019-12-31,32.60232696675486,32.74
2020-01-02,33.36936840082088,33.91
2020-01-03,33.91479032698125,34.17
2020-01-06,34.31889003561015,34.41
2020-01-07,34.50305767993298,34.4
2020-01-08,34.39568133519502,34.08
2020-01-09,34.62954947806759,34.65
2020-01-10,34.57465204400344,34.36
2020-01-13,35.00973629064123,35.23
2020-01-14,35.29980303463121,35.36
2020-01-15,36.17985458366774,36.7
2020-01-16,36.684338096165334,36.8
2020-01-17,36.29362653547923,35.67
2020-01-20,36.3006851156766,36.12
2020-01-21,35.65596836068914,34.99
2020-01-22,36.19543109617369,36.61
2020-01-23,36.14236663459198,36.0
2020-02-03,34.14185280337877,32.47
2020-02-04,34.016974122464156,34.18
2020-02-05,34.49069758400608,35.1
2020-02-06,34.991163835357376,35.5
2020-02-07,35.10346396536269,35.2
2020-02-10,35.0696569158803,35.03
2020-02-11,35.34466968101254,35.56
2020-02-12,35.735267612069926,36.0
2020-02-13,35.916059180087665,35.96
2020-02-14,35.879071079196905,35.74
2020-02-17,36.630512914445816,37.15
2020-02-18,36.84443007295134,36.83
2020-02-19,37.68234546862587,38.17
2020-02-20,38.45338059241168,38.79
2020-02-21,39.17235391493742,39.4
2020-02-24,39.32274717884469,39.05
2020-02-25,38.97039449848741,38.35
2020-02-26,37.93930502960779,36.9
2020-02-27,37.31000915126042,36.8
2020-02-28,35.97365441074377,35.0
2020-03-02,35.6048684804315,35.6
2020-03-03,35.579311569133665,35.85
2020-03-04,35.42025165643089,35.53
2020-03-05,35.722863733404,36.18
2020-03-06,35.37481757501382,35.22
2020-03-09,34.236261774061106,33.48
2020-03-10,34.15731899874199,34.4
2020-03-11,33.84919787651772,33.86
2020-03-12,33.169010947027196,32.88
2020-03-13,32.36792665091727,32.04
2020-03-16,30.89767511365539,30.1
2020-03-17,29.5555994177995,29.02
2020-03-18,28.88849917321916,29.0
2020-03-19,28.621065823047992,29.03
2020-03-20,28.575421464855474,29.08
2020-03-23,27.555643809563747,27.18
2020-03-24,27.427337761704784,27.84
2020-03-25,27.977275322466937,28.85
2020-03-26,28.024216980309347,28.32
"
1677,CN,technical,2025年02月21日至2025年04月25日，浪潮信息股价跌破20日双指数移动平均线的次数是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,4.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2024-09-18,31.18,31.33,30.7
2024-09-19,31.64,31.98,30.93
2024-09-20,32.37,32.57,31.59
2024-09-23,32.21,32.79,32.02
2024-09-24,33.5,33.52,32.03
2024-09-25,33.3,34.37,33.27
2024-09-26,34.3,34.3,33.2
2024-09-27,37.73,37.73,34.68
2024-09-30,41.5,41.5,38.88
2024-10-08,45.65,45.65,42.2
2024-10-09,43.2,47.0,42.0
2024-10-10,41.27,43.99,40.56
2024-10-11,39.5,41.27,39.0
2024-10-14,40.45,40.59,38.8
2024-10-15,41.79,44.15,41.71
2024-10-16,40.91,41.66,40.58
2024-10-17,41.63,43.23,41.18
2024-10-18,43.4,44.77,41.31
2024-10-21,43.62,45.15,43.41
2024-10-22,43.29,43.95,42.8
2024-10-23,43.85,45.12,42.93
2024-10-24,43.02,43.57,42.51
2024-10-25,43.2,43.59,42.71
2024-10-28,43.58,43.9,42.97
2024-10-29,44.51,46.44,42.89
2024-10-30,44.83,45.5,43.77
2024-10-31,46.78,47.5,45.03
2024-11-01,43.7,48.42,43.51
2024-11-04,46.1,46.61,43.25
2024-11-05,47.45,48.38,45.4
2024-11-06,46.4,47.7,46.0
2024-11-07,47.01,47.18,45.25
2024-11-08,51.71,51.71,47.55
2024-11-11,54.72,56.88,52.8
2024-11-12,55.88,56.7,53.12
2024-11-13,57.01,59.5,54.78
2024-11-14,52.4,56.16,52.3
2024-11-15,49.21,53.4,49.19
2024-11-18,46.92,49.75,46.24
2024-11-19,48.9,49.84,46.12
2024-11-20,48.89,49.81,48.15
2024-11-21,49.26,50.05,48.5
2024-11-22,47.71,50.97,47.48
2024-11-25,46.45,47.87,44.9
2024-11-26,45.29,46.58,45.26
2024-11-27,46.62,46.63,44.56
2024-11-28,47.21,48.99,46.32
2024-11-29,47.8,48.6,46.31
2024-12-02,48.03,48.37,47.51
2024-12-03,46.5,48.15,45.9
2024-12-04,46.12,47.03,45.9
2024-12-05,46.26,46.69,45.96
2024-12-06,47.84,48.32,46.75
2024-12-09,46.9,48.05,46.46
2024-12-10,47.09,48.61,47.0
2024-12-11,47.1,47.44,46.73
2024-12-12,47.18,47.48,46.39
2024-12-13,45.76,47.03,45.75
2024-12-16,45.6,46.3,45.41
2024-12-17,45.78,46.92,45.5
2024-12-18,46.54,47.17,45.2
2024-12-19,51.19,51.19,45.81
2024-12-20,51.56,53.0,50.97
2024-12-23,50.85,53.0,50.26
2024-12-24,53.88,54.23,50.5
2024-12-25,53.86,55.33,52.72
2024-12-26,55.05,56.37,52.31
2024-12-27,53.43,55.55,52.72
2024-12-30,53.07,54.55,52.99
2024-12-31,51.88,54.15,51.6
2025-01-02,48.69,52.1,47.92
2025-01-03,45.88,48.8,45.8
2025-01-06,45.91,47.19,45.36
2025-01-07,48.58,48.74,45.89
2025-01-08,48.03,48.35,46.13
2025-01-09,49.04,49.95,47.55
2025-01-10,46.86,48.84,46.86
2025-01-13,46.63,47.27,46.0
2025-01-14,50.45,50.45,46.0
2025-01-15,50.97,52.23,50.2
2025-01-16,49.85,51.7,49.1
2025-01-17,50.0,51.25,49.01
2025-01-20,50.42,51.2,49.88
2025-01-21,52.33,52.94,50.99
2025-01-22,52.96,54.0,51.71
2025-01-23,51.74,53.91,51.42
2025-01-24,52.96,53.19,51.5
2025-01-27,51.94,55.56,51.73
2025-02-05,55.71,56.98,53.84
2025-02-06,56.28,57.08,54.2
2025-02-07,60.28,61.91,55.7
2025-02-10,60.82,64.46,60.1
2025-02-11,62.9,64.33,60.2
2025-02-12,62.94,65.75,61.62
2025-02-13,60.67,62.38,59.95
2025-02-14,63.27,63.67,60.3
2025-02-17,67.87,69.6,64.7
2025-02-18,63.14,66.47,62.92
2025-02-19,64.57,64.57,62.8
2025-02-20,63.36,64.28,62.22
2025-02-21,67.75,69.0,64.33
2025-02-24,67.13,68.88,66.0
2025-02-25,64.97,66.21,63.88
2025-02-26,65.08,65.99,63.26
2025-02-27,62.8,65.1,61.61
2025-02-28,59.21,62.65,59.0
2025-03-03,58.24,59.8,57.13
2025-03-04,58.81,58.87,57.01
2025-03-05,60.0,60.1,58.23
2025-03-06,61.39,62.0,60.45
2025-03-07,59.88,61.25,59.3
2025-03-10,59.3,60.19,58.79
2025-03-11,58.82,59.09,57.9
2025-03-12,59.49,60.88,58.91
2025-03-13,57.79,59.2,57.5
2025-03-14,59.27,59.5,57.53
2025-03-17,59.37,60.16,58.67
2025-03-18,59.85,60.86,59.5
2025-03-19,59.06,60.2,58.84
2025-03-20,58.3,59.5,58.21
2025-03-21,56.63,58.18,56.5
2025-03-24,57.62,57.85,55.77
2025-03-25,55.43,57.71,55.26
2025-03-26,53.83,54.94,53.58
2025-03-27,53.57,54.16,53.17
2025-03-28,53.54,54.1,53.45
2025-03-31,53.48,53.8,52.22
2025-04-01,53.07,53.88,53.06
2025-04-02,53.08,53.67,52.9
2025-04-03,52.2,53.19,51.88
2025-04-07,46.98,49.06,46.98
2025-04-08,44.63,46.78,43.26
2025-04-09,45.7,46.06,41.57
2025-04-10,47.25,48.44,47.1
2025-04-11,47.78,48.2,46.35
2025-04-14,48.22,49.3,48.08
2025-04-15,48.35,48.79,47.52
2025-04-16,47.19,48.05,46.59
2025-04-17,47.12,48.0,46.8
2025-04-18,47.29,47.6,46.9
2025-04-21,48.69,48.69,46.97
2025-04-22,47.97,48.69,47.8
2025-04-23,48.58,49.13,48.01
2025-04-24,47.75,48.68,47.53
2025-04-25,48.16,48.58,47.85
","date,20日,close
2024-11-18,51.65065603457001,46.92
2024-11-19,51.475095667666395,48.9
2024-11-20,51.30621205060773,48.89
2024-11-21,51.21316934321407,49.26
2024-11-22,50.83811017146356,47.71
2024-11-25,50.27414463475656,46.45
2024-11-26,49.56736881323671,45.29
2024-11-27,49.19127913790426,46.62
2024-11-28,48.96712156568967,47.21
2024-11-29,48.874719366523635,47.8
2024-12-02,48.831054805605184,48.03
2024-12-03,48.51049442983652,46.5
2024-12-04,48.160915578653224,46.12
2024-12-05,47.88163751155167,46.26
2024-12-06,47.924934717288934,47.84
2024-12-09,47.789085629765125,46.9
2024-12-10,47.704283219073154,47.09
2024-12-11,47.63110679472828,47.1
2024-12-12,47.580900181650236,47.18
2024-12-13,47.27856868947841,45.76
2024-12-16,46.988283103464944,45.6
2024-12-17,46.77071795842022,45.78
2024-12-18,46.72150279017798,46.54
2024-12-19,47.52310667476719,51.19
2024-12-20,48.27967487349199,51.56
2024-12-23,48.799952470420976,50.85
2024-12-24,49.79410304323205,53.88
2024-12-25,50.64134101287347,53.86
2024-12-26,51.57995222146543,55.05
2024-12-27,52.08589062830407,53.43
2024-12-30,52.44693417106037,53.07
2024-12-31,52.53226066142497,51.88
2025-01-02,52.017507419647,48.69
2025-01-03,51.05620141066643,45.88
2025-01-06,50.22777448349035,45.91
2025-01-07,49.9948193391717,48.58
2025-01-08,49.691517560360545,48.03
2025-01-09,49.611386012985776,49.04
2025-01-10,49.145143308554424,46.86
2025-01-13,48.70102950008744,46.63
2025-01-14,49.011666228303014,50.45
2025-01-15,49.37332879966948,50.97
2025-01-16,49.48069132362553,49.85
2025-01-17,49.59913827567457,50.0
2025-01-20,49.77592466249319,50.42
2025-01-21,50.27296817041053,52.33
2025-01-22,50.812788654937776,52.96
2025-01-23,51.05284316807743,51.74
2025-01-24,51.4768982850187,52.96
2025-01-27,51.65244545979358,51.94
2025-02-05,52.48265577329599,55.71
2025-02-06,53.29493536531682,56.28
2025-02-07,54.712561649349134,60.28
2025-02-10,56.02147965827945,60.82
2025-02-11,57.51380048048063,62.9
2025-02-12,58.79151616050945,62.94
2025-02-13,59.46328327127673,60.67
2025-02-14,60.49578847286829,63.27
2025-02-17,62.20062118008616,67.87
2025-02-18,62.78956023356757,63.14
2025-02-19,63.534251293369195,64.57
2025-02-20,63.933744416759026,63.36
2025-02-21,65.05193498337283,67.75
2025-02-24,65.87927977841613,67.13
2025-02-25,66.17604701627774,64.97
2025-02-26,66.4279943741075,65.08
2025-02-27,66.20840484730503,62.8
2025-02-28,65.34648775305354,59.21
2025-03-03,64.40930402961362,58.24
2025-03-04,63.689574913331846,58.81
2025-03-05,63.27202273503015,60.0
2025-03-06,63.15269296789401,61.39
2025-03-07,62.76509927672004,59.88
2025-03-10,62.31643324583414,59.3
2025-03-11,61.83472310947781,58.82
2025-03-12,61.534595554687456,59.49
2025-03-13,60.961977800723574,57.79
2025-03-14,60.73294623522731,59.27
2025-03-17,60.5503335819732,59.37
2025-03-18,60.477216797046616,59.85
2025-03-19,60.268364129140295,59.06
2025-03-20,59.94856986693906,58.3
2025-03-21,59.368887308838374,56.63
2025-03-24,59.04911190586854,57.62
2025-03-25,58.37710426846358,55.43
2025-03-26,57.510022240851235,53.83
2025-03-27,56.719689585677855,53.57
2025-03-28,56.03871714381775,53.54
2025-03-31,55.447728662895386,53.48
2025-04-01,54.87172468043607,53.07
2025-04-02,54.38568310132143,53.08
2025-04-03,53.816332211376604,52.2
2025-04-07,52.388665544447825,46.98
2025-04-08,50.744623982227694,44.63
2025-04-09,49.53746411853069,45.7
2025-04-10,48.79566237869227,47.25
2025-04-11,48.27055335919921,47.78
2025-04-14,47.91607134225184,48.22
2025-04-15,47.65223394205454,48.35
2025-04-16,47.232156306590966,47.19
2025-04-17,46.87520244802245,47.12
2025-04-18,46.616061512114676,47.29
2025-04-21,46.66401134451566,48.69
2025-04-22,46.59102686405919,47.97
2025-04-23,46.65444748786639,48.58
2025-04-24,46.57326167209072,47.75
2025-04-25,46.59185322269532,48.16
"
1678,CN,technical,在2019年10月06日-2020年05月25日，立讯精密的价格有多少次跌破60日双指数移动平均线？（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2018-07-11,22.29,22.45,21.2
2018-07-12,23.79,24.4,22.24
2018-07-13,24.4,24.81,23.57
2018-07-16,24.52,25.1,24.11
2018-07-17,18.97,19.27,18.66
2018-07-18,18.53,18.93,18.42
2018-07-19,18.37,18.86,18.13
2018-07-20,18.56,18.86,18.19
2018-07-23,19.32,19.6,18.66
2018-07-24,19.18,19.58,19.01
2018-07-25,19.48,19.64,19.12
2018-07-26,18.69,19.6,18.55
2018-07-27,18.76,19.08,18.52
2018-07-30,18.35,18.96,18.15
2018-07-31,18.05,18.64,17.88
2018-08-01,17.92,18.85,17.75
2018-08-02,18.4,18.53,17.58
2018-08-03,17.7,18.62,17.39
2018-08-06,16.91,17.76,16.88
2018-08-07,18.05,18.09,17.05
2018-08-08,17.54,18.29,17.54
2018-08-09,18.6,18.61,17.45
2018-08-10,18.52,18.74,18.15
2018-08-13,18.99,19.0,18.12
2018-08-14,18.43,18.98,18.22
2018-08-15,17.76,18.42,17.54
2018-08-16,17.49,18.08,17.2
2018-08-17,16.42,17.79,16.36
2018-08-20,16.32,16.95,15.6
2018-08-21,17.03,17.16,16.48
2018-08-22,16.85,17.12,15.88
2018-08-23,16.65,16.92,16.38
2018-08-24,17.57,17.63,16.93
2018-08-27,18.55,18.6,17.57
2018-08-28,18.6,18.65,18.14
2018-08-29,18.54,18.76,18.25
2018-08-30,18.66,19.13,18.5
2018-08-31,18.6,19.04,18.2
2018-09-03,17.77,18.67,17.35
2018-09-04,18.75,18.75,17.35
2018-09-05,18.2,18.75,18.12
2018-09-06,18.07,18.46,17.71
2018-09-07,17.88,18.56,17.76
2018-09-10,16.09,17.51,16.09
2018-09-11,16.24,16.55,15.82
2018-09-12,16.0,16.58,15.88
2018-09-13,16.13,16.8,15.56
2018-09-14,15.95,16.28,15.1
2018-09-17,14.98,15.71,14.72
2018-09-18,15.1,15.13,14.42
2018-09-19,14.77,15.19,14.08
2018-09-20,15.17,15.38,14.84
2018-09-21,15.26,15.35,14.58
2018-09-25,15.58,15.71,15.05
2018-09-26,15.63,15.95,15.45
2018-09-27,15.24,15.84,14.9
2018-09-28,15.42,15.52,14.88
2018-10-08,14.11,14.91,14.08
2018-10-09,14.93,15.21,14.54
2018-10-10,14.95,15.15,14.73
2018-10-11,14.68,14.8,14.13
2018-10-12,15.18,15.18,14.21
2018-10-15,15.35,15.85,15.2
2018-10-16,14.99,15.32,14.91
2018-10-17,15.11,15.4,14.51
2018-10-18,15.17,15.67,14.73
2018-10-19,16.12,16.12,14.86
2018-10-22,17.73,17.73,16.7
2018-10-23,17.1,17.81,17.02
2018-10-24,16.83,17.38,16.69
2018-10-25,17.19,17.57,16.08
2018-10-26,16.49,17.3,16.18
2018-10-29,16.19,16.58,15.9
2018-10-30,16.49,16.71,15.5
2018-10-31,16.6,16.68,16.2
2018-11-01,16.51,17.05,16.5
2018-11-02,17.05,17.35,16.45
2018-11-05,16.04,16.7,15.69
2018-11-06,15.31,15.74,15.12
2018-11-07,15.49,15.98,15.37
2018-11-08,15.53,15.9,15.28
2018-11-09,15.15,15.45,15.11
2018-11-12,15.69,15.7,14.8
2018-11-13,15.4,15.5,14.42
2018-11-14,15.09,15.33,14.93
2018-11-15,15.35,15.51,15.01
2018-11-16,15.84,15.85,15.3
2018-11-19,16.18,16.49,15.98
2018-11-20,15.58,16.05,15.54
2018-11-21,15.55,15.58,15.23
2018-11-22,15.53,15.66,15.42
2018-11-23,15.19,15.55,14.95
2018-11-26,14.88,15.34,14.75
2018-11-27,14.8,15.0,14.4
2018-11-28,14.89,15.09,14.5
2018-11-29,14.65,15.27,14.62
2018-11-30,15.09,15.18,14.56
2018-12-03,15.73,16.15,15.55
2018-12-04,15.82,16.0,15.61
2018-12-05,15.73,15.84,15.32
2018-12-06,15.04,15.3,15.03
2018-12-07,15.15,15.29,15.05
2018-12-10,14.95,15.09,14.83
2018-12-11,14.94,15.05,14.76
2018-12-12,14.75,15.25,14.6
2018-12-13,14.86,14.96,14.55
2018-12-14,14.15,14.79,14.01
2018-12-17,13.5,14.12,12.86
2018-12-18,13.65,13.71,13.24
2018-12-19,13.13,13.74,13.07
2018-12-20,13.29,13.45,13.02
2018-12-21,13.2,13.38,12.92
2018-12-24,13.6,13.8,13.09
2018-12-25,13.77,13.93,13.32
2018-12-26,14.01,14.1,13.65
2018-12-27,13.96,14.46,13.96
2018-12-28,14.06,14.25,13.78
2019-01-02,14.14,14.47,14.02
2019-01-03,13.45,13.87,13.0
2019-01-04,13.21,13.37,12.81
2019-01-07,13.71,13.76,13.15
2019-01-08,13.91,14.12,13.52
2019-01-09,13.99,14.3,13.85
2019-01-10,14.91,15.03,14.16
2019-01-11,14.75,15.08,14.69
2019-01-14,14.82,15.0,14.73
2019-01-15,15.04,15.04,14.58
2019-01-16,14.92,15.25,14.75
2019-01-17,14.92,15.2,14.73
2019-01-18,15.09,15.14,14.8
2019-01-21,15.06,15.37,14.95
2019-01-22,15.08,15.14,14.84
2019-01-23,15.08,15.15,14.92
2019-01-24,15.1,15.13,14.86
2019-01-25,15.58,15.88,15.01
2019-01-28,16.34,16.53,15.58
2019-01-29,16.28,16.5,15.87
2019-01-30,16.16,16.56,16.05
2019-01-31,16.37,16.51,16.16
2019-02-01,16.7,16.85,16.42
2019-02-11,17.55,17.55,16.7
2019-02-12,17.48,17.71,17.34
2019-02-13,17.53,17.85,17.23
2019-02-14,17.22,17.72,17.14
2019-02-15,17.1,17.55,17.09
2019-02-18,18.25,18.35,17.22
2019-02-19,18.31,19.01,18.02
2019-02-20,19.49,19.49,18.42
2019-02-21,19.39,20.0,19.08
2019-02-22,20.47,20.5,19.15
2019-02-25,21.2,22.52,20.7
2019-02-26,21.48,21.81,21.0
2019-02-27,20.83,21.47,20.01
2019-02-28,20.97,21.18,20.52
2019-03-01,20.89,21.63,20.45
2019-03-04,20.95,21.88,20.73
2019-03-05,21.46,21.6,20.6
2019-03-06,20.99,21.7,20.51
2019-03-07,20.53,20.96,20.01
2019-03-08,20.7,21.05,19.99
2019-03-11,21.3,21.35,20.57
2019-03-12,21.83,22.47,21.53
2019-03-13,21.2,21.82,20.98
2019-03-14,21.32,21.55,20.81
2019-03-15,22.45,22.82,21.35
2019-03-18,23.58,23.8,22.0
2019-03-19,23.64,23.97,23.26
2019-03-20,23.48,23.69,23.1
2019-03-21,23.36,23.84,22.9
2019-03-22,24.5,24.5,22.73
2019-03-25,23.52,24.26,23.52
2019-03-26,22.6,23.7,22.28
2019-03-27,22.95,23.18,22.46
2019-03-28,23.32,23.78,22.64
2019-03-29,24.8,25.08,23.8
2019-04-01,25.63,26.21,24.16
2019-04-02,25.26,26.0,25.18
2019-04-03,25.81,26.01,24.93
2019-04-04,25.6,25.96,25.21
2019-04-08,25.0,25.63,24.51
2019-04-09,24.9,25.43,24.68
2019-04-10,25.24,25.53,24.61
2019-04-11,24.33,25.33,24.24
2019-04-12,24.98,25.14,24.36
2019-04-15,24.51,25.49,24.46
2019-04-16,26.07,26.07,24.65
2019-04-17,26.59,27.15,26.3
2019-04-18,26.05,26.93,26.05
2019-04-19,26.5,26.5,25.92
2019-04-22,26.01,27.25,25.91
2019-04-23,26.6,27.2,26.35
2019-04-24,27.05,27.15,26.21
2019-04-25,26.95,27.33,26.71
2019-04-26,26.06,26.79,25.87
2019-04-29,26.19,26.87,25.82
2019-04-30,26.09,26.58,25.86
2019-05-06,23.48,24.73,23.48
2019-05-07,24.18,24.48,22.78
2019-05-08,23.32,24.25,23.0
2019-05-09,23.07,23.56,22.91
2019-05-10,24.78,24.88,23.54
2019-05-13,23.15,24.51,22.65
2019-05-14,22.72,23.16,22.42
2019-05-15,23.54,23.92,22.71
2019-05-16,22.45,23.45,22.1
2019-05-17,21.44,22.75,21.21
2019-05-20,20.0,21.4,19.35
2019-05-21,21.27,21.3,20.3
2019-05-22,21.26,22.02,20.94
2019-05-23,19.99,21.2,19.56
2019-05-24,20.4,20.68,19.95
2019-05-27,20.6,20.87,19.89
2019-05-28,21.47,21.52,20.44
2019-05-29,21.24,21.53,20.92
2019-05-30,21.28,21.35,20.46
2019-05-31,21.46,21.94,20.9
2019-06-03,21.78,22.16,20.84
2019-06-04,21.54,22.0,21.31
2019-06-05,21.95,22.22,21.59
2019-06-06,21.22,22.15,21.11
2019-06-10,22.2,22.41,21.16
2019-06-11,22.89,23.15,21.8
2019-06-12,22.72,23.01,22.56
2019-06-13,21.96,22.92,21.93
2019-06-14,21.61,22.17,21.54
2019-06-17,21.04,21.68,20.91
2019-06-18,21.35,21.47,20.82
2019-06-19,22.91,23.47,22.8
2019-06-20,23.69,23.93,22.61
2019-06-21,23.78,24.38,23.68
2019-06-24,23.4,23.86,23.1
2019-06-25,22.89,23.38,22.57
2019-06-26,23.6,23.75,22.7
2019-06-27,25.1,25.16,23.93
2019-06-28,24.79,25.17,24.4
2019-07-01,27.27,27.27,26.48
2019-07-02,26.97,27.5,26.61
2019-07-03,25.78,26.89,25.45
2019-07-04,25.56,26.0,25.26
2019-07-05,19.79,20.0,19.52
2019-07-08,19.56,19.95,19.09
2019-07-09,19.6,19.76,19.25
2019-07-10,19.88,20.26,19.79
2019-07-11,19.5,20.17,19.33
2019-07-12,19.5,19.67,19.2
2019-07-15,20.26,20.26,19.05
2019-07-16,20.12,20.5,19.88
2019-07-17,20.58,20.68,19.88
2019-07-18,20.04,20.39,20.0
2019-07-19,20.0,20.38,19.94
2019-07-22,20.0,20.26,19.77
2019-07-23,20.37,20.37,19.85
2019-07-24,21.22,21.48,20.4
2019-07-25,21.69,21.98,21.39
2019-07-26,21.93,22.22,21.35
2019-07-29,21.83,22.66,21.51
2019-07-30,21.55,21.93,21.38
2019-07-31,21.6,21.76,21.46
2019-08-01,21.79,21.8,21.29
2019-08-02,21.09,21.29,20.18
2019-08-05,20.23,21.09,20.17
2019-08-06,20.52,20.73,19.29
2019-08-07,20.48,20.95,20.38
2019-08-08,21.53,21.61,20.45
2019-08-09,20.99,22.12,20.81
2019-08-12,22.25,22.3,20.97
2019-08-13,22.05,22.56,21.73
2019-08-14,22.4,23.45,22.31
2019-08-15,23.65,23.7,21.75
2019-08-16,23.5,24.08,23.26
2019-08-19,24.23,25.09,23.48
2019-08-20,25.43,25.44,24.25
2019-08-21,24.92,25.95,24.0
2019-08-22,24.41,24.9,24.01
2019-08-23,25.67,25.7,24.11
2019-08-26,25.14,25.53,24.71
2019-08-27,25.23,25.94,25.01
2019-08-28,24.8,25.28,24.55
2019-08-29,24.91,25.16,24.51
2019-08-30,24.48,25.17,24.0
2019-09-02,24.74,25.1,24.05
2019-09-03,25.6,25.65,24.8
2019-09-04,25.1,25.82,24.7
2019-09-05,25.54,26.46,24.75
2019-09-06,25.63,26.54,25.09
2019-09-09,26.07,26.29,25.25
2019-09-10,25.27,26.04,25.18
2019-09-11,24.37,25.51,24.31
2019-09-12,24.88,24.96,24.31
2019-09-16,26.0,26.0,24.64
2019-09-17,26.07,26.73,25.66
2019-09-18,27.0,27.23,25.7
2019-09-19,27.1,27.29,26.71
2019-09-20,27.71,28.34,26.92
2019-09-23,27.87,28.33,27.06
2019-09-24,27.23,27.9,27.19
2019-09-25,26.54,27.15,26.18
2019-09-26,26.12,26.83,25.68
2019-09-27,27.9,27.92,26.15
2019-09-30,26.76,27.92,26.7
2019-10-08,26.2,27.23,25.66
2019-10-09,25.95,26.17,24.4
2019-10-10,27.05,27.07,25.53
2019-10-11,27.2,27.6,26.93
2019-10-14,28.4,28.78,28.05
2019-10-15,28.16,28.57,27.88
2019-10-16,27.85,28.74,27.83
2019-10-17,29.4,29.67,27.96
2019-10-18,29.01,29.76,28.67
2019-10-21,29.0,29.33,28.17
2019-10-22,29.88,30.68,29.76
2019-10-23,30.43,31.22,29.92
2019-10-24,30.51,30.79,30.0
2019-10-25,31.96,32.15,30.18
2019-10-28,32.07,32.4,31.42
2019-10-29,33.18,33.38,32.05
2019-10-30,33.85,33.9,31.89
2019-10-31,31.81,34.1,31.76
2019-11-01,32.81,33.03,31.78
2019-11-04,32.84,33.65,32.17
2019-11-05,34.76,34.77,32.52
2019-11-06,34.24,34.69,33.7
2019-11-07,34.39,34.74,33.66
2019-11-08,34.46,35.64,34.38
2019-11-11,34.18,35.1,33.7
2019-11-12,33.93,34.49,33.0
2019-11-13,35.19,35.2,33.65
2019-11-14,35.19,35.8,34.4
2019-11-15,34.76,35.5,34.71
2019-11-18,34.31,34.93,33.7
2019-11-19,35.42,35.58,33.92
2019-11-20,34.7,35.74,34.7
2019-11-21,34.64,35.1,34.28
2019-11-22,32.98,34.84,32.61
2019-11-25,32.45,33.08,31.28
2019-11-26,33.3,33.95,32.71
2019-11-27,34.58,35.2,32.71
2019-11-28,34.34,34.94,33.87
2019-11-29,34.03,34.34,32.71
2019-12-02,33.75,34.41,33.45
2019-12-03,33.52,34.06,32.7
2019-12-04,34.35,34.5,32.85
2019-12-05,36.05,36.45,34.33
2019-12-06,37.3,37.49,35.84
2019-12-09,36.36,37.56,36.23
2019-12-10,36.82,37.11,35.39
2019-12-11,35.79,36.67,35.51
2019-12-12,35.52,36.25,35.34
2019-12-13,36.7,36.71,35.55
2019-12-16,36.96,37.26,36.18
2019-12-17,37.71,37.8,36.38
2019-12-18,36.55,37.5,36.36
2019-12-19,36.1,36.4,35.7
2019-12-20,35.97,36.43,35.4
2019-12-23,35.39,35.98,34.97
2019-12-24,35.55,35.75,35.04
2019-12-25,35.5,36.18,35.3
2019-12-26,35.37,36.15,35.05
2019-12-27,35.38,35.9,35.08
2019-12-30,35.19,35.5,34.21
2019-12-31,36.5,36.6,35.36
2020-01-02,37.6,37.95,36.35
2020-01-03,37.27,38.55,37.1
2020-01-06,38.1,38.75,36.8
2020-01-07,38.3,38.52,37.6
2020-01-08,37.36,38.25,37.31
2020-01-09,39.96,40.29,37.58
2020-01-10,39.73,40.58,39.57
2020-01-13,41.48,41.9,39.4
2020-01-14,41.83,43.18,41.59
2020-01-15,43.7,43.7,41.49
2020-01-16,42.8,43.3,42.46
2020-01-17,41.9,43.14,41.49
2020-01-20,43.6,44.28,41.81
2020-01-21,44.12,44.3,43.1
2020-01-22,47.2,47.53,42.68
2020-01-23,45.15,46.87,44.1
2020-02-03,40.7,42.64,40.64
2020-02-04,44.56,44.56,41.51
2020-02-05,44.61,46.98,44.0
2020-02-06,44.53,45.25,43.15
2020-02-07,42.78,43.9,42.1
2020-02-10,43.22,43.34,41.18
2020-02-11,45.5,46.34,42.8
2020-02-12,45.1,45.44,44.36
2020-02-13,44.1,45.5,44.0
2020-02-14,44.36,45.3,43.64
2020-02-17,46.16,46.22,44.43
2020-02-18,45.85,46.11,44.6
2020-02-19,46.08,47.52,44.85
2020-02-20,49.7,50.15,46.95
2020-02-21,50.35,51.33,48.68
2020-02-24,51.0,51.63,49.05
2020-02-25,51.04,51.48,48.45
2020-02-26,47.61,50.12,47.01
2020-02-27,46.76,48.72,46.43
2020-02-28,47.8,49.4,46.6
2020-03-02,48.59,49.5,46.02
2020-03-03,48.1,50.6,47.32
2020-03-04,45.82,48.36,44.7
2020-03-05,45.48,47.14,44.31
2020-03-06,45.56,46.34,44.37
2020-03-09,42.48,44.91,42.25
2020-03-10,45.17,45.59,42.13
2020-03-11,43.97,45.85,43.97
2020-03-12,43.23,44.08,42.15
2020-03-13,42.96,44.44,40.11
2020-03-16,38.66,42.78,38.66
2020-03-17,37.66,39.95,35.55
2020-03-18,37.42,39.77,37.2
2020-03-19,37.18,38.08,35.63
2020-03-20,38.22,38.6,37.0
2020-03-23,34.4,36.8,34.4
2020-03-24,35.41,35.67,33.9
2020-03-25,38.95,38.95,37.15
2020-03-26,37.35,38.53,37.35
2020-03-27,37.05,38.35,36.25
2020-03-30,38.18,38.6,35.81
2020-03-31,38.16,39.12,37.64
2020-04-01,39.05,40.68,37.9
2020-04-02,41.98,42.26,38.62
2020-04-03,41.23,42.05,40.4
2020-04-07,42.16,43.0,41.53
2020-04-08,42.39,43.7,41.61
2020-04-09,41.24,42.66,41.0
2020-04-10,39.65,41.0,39.23
2020-04-13,39.23,39.63,38.15
2020-04-14,41.28,41.28,39.5
2020-04-15,41.27,42.41,40.95
2020-04-16,41.28,41.5,40.1
2020-04-17,42.09,43.2,41.81
2020-04-20,42.39,42.5,41.68
2020-04-21,41.4,42.24,40.28
2020-04-22,41.85,41.92,40.66
2020-04-23,41.45,42.2,41.37
2020-04-24,41.24,42.08,40.77
2020-04-27,41.97,42.1,40.58
2020-04-28,45.5,46.11,42.67
2020-04-29,46.1,46.18,44.8
2020-04-30,47.31,48.2,46.66
2020-05-06,47.51,47.82,46.35
2020-05-07,46.87,48.36,46.75
2020-05-08,47.25,47.98,46.51
2020-05-11,46.64,47.85,46.21
2020-05-12,47.66,47.88,45.97
2020-05-13,49.45,50.0,46.36
2020-05-14,48.81,49.7,48.36
2020-05-15,48.23,49.07,48.16
2020-05-18,45.43,46.95,45.17
2020-05-19,46.86,47.44,46.23
2020-05-20,46.21,47.5,45.86
2020-05-21,46.0,46.98,45.9
2020-05-22,44.55,45.78,44.33
2020-05-25,44.13,44.68,43.44
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2019-01-03,14.012680844746413,13.45
2019-01-04,13.925138082611326,13.21
2019-01-07,13.87472235906317,13.71
2019-01-08,13.840281073627168,13.91
2019-01-09,13.813296059142555,13.99
2019-01-10,13.847580386028476,14.91
2019-01-11,13.870475688459479,14.75
2019-01-14,13.897354657824835,14.82
2019-01-15,13.937681525260876,15.04
2019-01-16,13.968852473781114,14.92
2019-01-17,13.999035398237934,14.92
2019-01-18,14.03922637336323,15.09
2019-01-21,14.076019675947942,15.06
2019-01-22,14.11278758984033,15.08
2019-01-23,14.148223751597936,15.08
2019-01-24,14.183665940276203,15.1
2019-01-25,14.248766610802392,15.58
2019-01-28,14.360118496762736,16.34
2019-01-29,14.462546726013185,16.28
2019-01-30,14.552582329108255,16.16
2019-01-31,14.652083432321772,16.37
2019-02-01,14.768298161307793,16.7
2019-02-11,14.933917693410752,17.55
2019-02-12,15.08715228639026,17.48
2019-02-13,15.236300636031782,17.53
2019-02-14,15.358300152978305,17.22
2019-02-15,15.466692283555819,17.1
2019-02-18,15.644022634914625,18.25
2019-02-19,15.816586693646236,18.31
2019-02-20,16.056809521292074,19.49
2019-02-21,16.278778998569685,19.39
2019-02-22,16.559434906768843,20.47
2019-02-25,16.873276744128216,21.2
2019-02-26,17.18958696419579,21.48
2019-02-27,17.448183451214994,20.83
2019-02-28,17.702765992872873,20.97
2019-03-01,17.939280575925714,20.89
2019-03-04,18.167582145746515,20.95
2019-03-05,18.41704396675249,21.46
2019-03-06,18.62337248678871,20.99
2019-03-07,18.78926769998381,20.53
2019-03-08,18.95729891910023,20.7
2019-03-11,19.155064970717493,21.3
2019-03-12,19.376565472140992,21.83
2019-03-13,19.545782613653113,21.2
2019-03-14,19.713603559406703,21.32
2019-03-15,19.945210734341032,22.45
2019-03-18,20.23745575799301,23.58
2019-03-19,20.518314426173763,23.64
2019-03-20,20.774093992481877,23.48
2019-03-21,21.008545025631197,23.36
2019-03-22,21.303930638716455,24.5
2019-03-25,21.520491132292086,23.52
2019-03-26,21.66589428026511,22.6
2019-03-27,21.82549782258519,22.95
2019-03-28,21.999880499157584,23.32
2019-03-29,22.25989301599495,24.8
2019-04-01,22.559399599990357,25.63
2019-04-02,22.819024652526785,25.26
2019-04-03,23.10000253730754,25.81
2019-04-04,23.352226134935215,25.6
2019-04-08,23.5518986527536,25.0
2019-04-09,23.733799335342894,24.9
2019-04-10,23.92715087491612,25.24
2019-04-11,24.050748860875466,24.33
2019-04-12,24.208599329480947,24.98
2019-04-15,24.32678344232635,24.51
2019-04-16,24.538159890336438,26.07
2019-04-17,24.771088881457583,26.59
2019-04-18,24.956120180185582,26.05
2019-04-19,25.159417538463305,26.5
2019-04-22,25.319439154698433,26.01
2019-04-23,25.50793619568088,26.6
2019-04-24,25.714473807848893,27.05
2019-04-25,25.902675778481914,26.95
2019-04-26,26.022460878363557,26.06
2019-04-29,26.14294518074855,26.19
2019-04-30,26.249259095255173,26.09
2019-05-06,26.18020284693928,23.48
2019-05-07,26.15784713294428,24.18
2019-05-08,26.079338229706337,23.32
2019-05-09,25.986802125140336,23.07
2019-05-10,26.007391915923783,24.78
2019-05-13,25.920201239775828,23.15
2019-05-14,25.807921866319735,22.72
2019-05-15,25.75245393123079,23.54
2019-05-16,25.627881585686712,22.45
2019-05-17,25.442784068572585,21.44
2019-05-20,25.17244394673743,20.0
2019-05-21,24.99589362695912,21.27
2019-05-22,24.826080340838146,21.26
2019-05-23,24.581472877696392,19.99
2019-05-24,24.37415106347784,20.4
2019-05-27,24.18882888139004,20.6
2019-05-28,24.067715785079056,21.47
2019-05-29,23.93678712305303,21.24
2019-05-30,23.813984161213522,21.28
2019-05-31,23.707987642318553,21.46
2019-06-03,23.627050842307085,21.78
2019-06-04,23.533869115833248,21.54
2019-06-05,23.470998633081635,21.95
2019-06-06,23.363464060388623,21.22
2019-06-10,23.323769971760317,22.2
2019-06-11,23.329932239322215,22.89
2019-06-12,23.324259335378564,22.72
2019-06-13,23.269283679380344,21.96
2019-06-14,23.193871856416813,21.61
2019-06-17,23.084857063844463,21.04
2019-06-18,23.000670038528753,21.35
2019-06-19,23.020756650923786,22.91
2019-06-20,23.089737696648964,23.69
2019-06-21,23.160719709382846,23.78
2019-06-24,23.203279641521817,23.4
2019-06-25,23.210411596697757,22.89
2019-06-26,23.26253325474147,23.6
2019-06-27,23.40840408479554,25.1
2019-06-28,23.52669022913283,24.79
2019-07-01,23.79866209355679,27.27
2019-07-02,24.037474082722497,26.97
2019-07-03,24.187281832777565,25.78
2019-07-04,24.31494957010909,25.56
2019-07-05,24.063563274857966,19.79
2019-07-08,23.808962375403897,19.56
2019-07-09,23.56879532877632,19.6
2019-07-10,23.35791205260709,19.88
2019-07-11,23.132382266916284,19.5
2019-07-12,22.91749414193446,19.5
2019-07-15,22.761811384710736,20.26
2019-07-16,22.604450749549592,20.12
2019-07-17,22.484238394270324,20.58
2019-07-18,22.334903225685483,20.04
2019-07-19,22.19015306853778,20.0
2019-07-22,22.05238475106793,20.0
2019-07-23,21.945160603764297,20.37
2019-07-24,21.897982990440195,21.22
2019-07-25,21.883433889676166,21.69
2019-07-26,21.885094960539295,21.93
2019-07-29,21.880247287288125,21.83
2019-07-30,21.8575986068967,21.55
2019-07-31,21.839305016230178,21.6
2019-08-01,21.834188862192264,21.79
2019-08-02,21.784206038313,21.09
2019-08-05,21.681231828671248,20.23
2019-08-06,21.60204393534213,20.52
2019-08-07,21.524220438319823,20.48
2019-08-08,21.518017676995463,21.53
2019-08-09,21.477398520081163,20.99
2019-08-12,21.5201437822959,22.25
2019-08-13,21.548016849385476,22.05
2019-08-14,21.597206335851823,22.4
2019-08-15,21.72470963524605,23.65
2019-08-16,21.836383955764816,23.5
2019-08-19,21.989727888552448,24.23
2019-08-20,22.212988119264498,25.43
2019-08-21,22.39241217479569,24.92
2019-08-22,22.53008631846807,24.41
2019-08-23,22.742169991902536,25.67
2019-08-26,22.909537524086836,25.14
2019-08-27,23.074312646214548,25.23
2019-08-28,23.20304281271326,24.8
2019-08-29,23.33228160291244,24.91
2019-08-30,23.427146182937076,24.48
2019-09-02,23.533793594475387,24.74
2019-09-03,23.69032798447456,25.6
2019-09-04,23.806569559225764,25.1
2019-09-05,23.945083572521128,25.54
2019-09-06,24.08218299364208,25.63
2019-09-09,24.240483007871447,26.07
2019-09-10,24.338940523996392,25.27
2019-09-11,24.373999607988594,24.37
2019-09-12,24.43968750719442,24.88
2019-09-16,24.573850588921566,26.0
2019-09-17,24.7054083113447,26.07
2019-09-18,24.889931503634294,27.0
2019-09-19,25.071271333342853,27.1
2019-09-20,25.282440068059902,27.71
2019-09-23,25.49291805926597,27.87
2019-09-24,25.651096563740914,27.23
2019-09-25,25.756265869793676,26.54
2019-09-26,25.828404889113884,26.12
2019-09-27,26.011012335149136,27.9
2019-09-30,26.11034382407902,26.76
2019-10-08,26.167847596631727,26.2
2019-10-09,26.20555231092075,25.95
2019-10-10,26.311499072865494,27.05
2019-10-11,26.42108108900046,27.2
2019-10-14,26.601831068524728,28.4
2019-10-15,26.75737617856232,28.16
2019-10-16,26.88440198434749,27.85
2019-10-17,27.104245903186722,29.4
2019-10-18,27.287223516158132,29.01
2019-10-21,27.45960625646688,29.0
2019-10-22,27.67928534649345,29.88
2019-10-23,27.92263545963415,30.43
2019-10-24,28.158145054367886,30.51
2019-10-25,28.47451600815737,31.96
2019-10-28,28.781323110040884,32.07
2019-10-29,29.14347044388027,33.18
2019-10-30,29.529813090297726,33.85
2019-10-31,29.76430368417518,31.81
2019-11-01,30.050367791283673,32.81
2019-11-04,30.322882622156968,32.84
2019-11-05,30.7043641044954,34.76
2019-11-06,31.03206084827452,34.24
2019-11-07,31.35174483690715,34.39
2019-11-08,31.658590573290528,34.46
2019-11-11,31.9305969280493,34.18
2019-11-12,32.1713525671794,33.93
2019-11-13,32.47973874550327,35.19
2019-11-14,32.771147864493706,35.19
2019-11-15,33.01862718503864,34.76
2019-11-18,33.222991873583865,34.31
2019-11-19,33.48693745631205,35.42
2019-11-20,33.68949774216305,34.7
2019-11-21,33.87620947666417,34.64
2019-11-22,33.944631597032824,32.98
2019-11-25,33.97341925481706,32.45
2019-11-26,34.05353647054608,33.3
2019-11-27,34.21023463826188,34.58
2019-11-28,34.34174374421879,34.34
2019-11-29,34.44477417229166,34.03
2019-12-02,34.52265372709749,33.75
2019-12-03,34.579844835770075,33.52
2019-12-04,34.685741871498706,34.35
2019-12-05,34.89409570484601,36.05
2019-12-06,35.17087703004423,37.3
2019-12-09,35.37146619556287,36.36
2019-12-10,35.58984970010146,36.82
2019-12-11,35.729036365110446,35.79
2019-12-12,35.841896519755934,35.52
2019-12-13,36.0232398716081,36.7
2019-12-16,36.21038398563953,36.96
2019-12-17,36.43463744573114,37.71
2019-12-18,36.57097922073676,36.55
2019-12-19,36.669480108108885,36.1
2019-12-20,36.75263078494573,35.97
2019-12-23,36.79216773279021,35.39
2019-12-24,36.837967099765606,35.55
2019-12-25,36.87620298475413,35.5
2019-12-26,36.902108468147304,35.37
2019-12-27,36.92534108137468,35.38
2019-12-30,36.93315923840747,35.19
2019-12-31,37.02309268846861,36.5
2020-01-02,37.177611895377765,37.6
2020-01-03,37.30133425809456,37.27
2020-01-06,37.470576990581755,38.1
2020-01-07,37.6424801466757,38.3
2020-01-08,37.7433737144737,37.36
2020-01-09,38.00504450583273,39.96
2020-01-10,38.2371046635047,39.73
2020-01-13,38.568674937678885,41.48
2020-01-14,38.90456352264249,41.83
2020-01-15,39.34254522384318,43.7
2020-01-16,39.69891289946377,42.8
2020-01-17,39.97757998552597,41.9
2020-01-20,40.3499878884124,43.6
2020-01-21,40.73540900058494,44.12
2020-01-22,41.2982655594321,47.2
2020-01-23,41.69894027566677,45.15
2020-02-03,41.79046215852359,40.7
2020-02-04,42.12387409767718,44.56
2020-02-05,42.441625095743,44.61
2020-02-06,42.73605259477126,44.53
2020-02-07,42.900545449847385,42.78
2020-02-10,43.08267859865702,43.22
2020-02-11,43.40026924004688,45.5
2020-02-12,43.67383332113205,45.1
2020-02-13,43.86678715960907,44.1
2020-02-14,44.06431609352469,44.36
2020-02-17,44.36552032749034,46.16
2020-02-18,44.62923165700511,45.85
2020-02-19,44.89208094789812,46.08
2020-02-20,45.37273938858799,49.7
2020-02-21,45.86897187299731,50.35
2020-02-24,46.37993919112062,51.0
2020-02-25,46.86549615903859,51.04
2020-02-26,47.102991945302044,47.61
2020-02-27,47.270890591956686,46.76
2020-02-28,47.49448952413538,47.8
2020-03-02,47.754949057813825,48.59
2020-03-03,47.96790252207166,48.1
2020-03-04,48.02020550487017,45.82
2020-03-05,48.044840243140015,45.48
2020-03-06,48.070288822270584,45.56
2020-03-09,47.89274121374181,42.48
2020-03-10,47.89432837038151,45.17
2020-03-11,47.815486010473215,43.97
2020-03-12,47.68986596239941,43.23
2020-03-13,47.5501393160155,42.96
2020-03-16,47.13714576231315,38.66
2020-03-17,46.677178241892,37.66
2020-03-18,46.22170507565883,37.42
2020-03-19,45.770668012514435,37.18
2020-03-20,45.406566241792675,38.22
2020-03-23,44.8118378008226,34.4
2020-03-24,44.309419887836825,35.41
2020-03-25,44.058166344527265,38.95
2020-03-26,43.71442911001002,37.35
2020-03-27,43.36667124121277,37.05
2020-03-30,43.10743667355675,38.18
2020-03-31,42.85833555108837,38.16
2020-04-01,42.67765445742624,39.05
2020-04-02,42.69370887697271,41.98
2020-04-03,42.65958649023078,41.23
2020-04-07,42.68611205480764,42.16
2020-04-08,42.725195914542326,42.39
2020-04-09,42.6872249744935,41.24
2020-04-10,42.547594299350266,39.65
2020-04-13,42.38676528635081,39.23
2020-04-14,42.36513861196315,41.28
2020-04-15,42.34309534187679,41.27
2020-04-16,42.321965268096065,41.28
2020-04-17,42.353321987283614,42.09
2020-04-20,42.40172280737034,42.39
2020-04-21,42.38313542857229,41.4
2020-04-22,42.39371451824971,41.85
2020-04-23,42.37722727102964,41.45
2020-04-24,42.347261934653076,41.24
2020-04-27,42.36512315914503,41.97
2020-04-28,42.60908833781202,45.5
2020-04-29,42.87912500365146,46.1
2020-04-30,43.21325054349895,47.31
2020-05-06,43.543129071323506,47.51
2020-05-07,43.81471591332081,46.87
2020-05-08,44.096579641710846,47.25
2020-05-11,44.324309101522424,46.64
2020-05-12,44.60562837408303,47.66
2020-05-13,44.98753911697128,49.45
2020-05-14,45.30833490829781,48.81
2020-05-15,45.574794679857725,48.23
2020-05-18,45.64632579678346,45.43
2020-05-19,45.805243967928675,46.86
2020-05-20,45.91312173677705,46.21
2020-05-21,46.000815912110056,46.0
2020-05-22,45.98932979565902,44.55
2020-05-25,45.94994777723691,44.13
"
1679,CN,technical,统计信达证券从2024年12月01日到2025年07月27日，股价跌破10日双指数移动平均线的总次数。（平滑系数 alpha 取 2 / (n + 1)；从前 5n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,19.0,medium,moving average,DEMA = 2 * EMA1 - EMA2；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1),"date,close,high,low
2024-09-12,12.39,12.56,12.39
2024-09-13,12.31,12.54,12.27
2024-09-18,12.32,12.4,12.12
2024-09-19,12.56,12.73,12.27
2024-09-20,12.7,12.7,12.41
2024-09-23,12.57,12.71,12.5
2024-09-24,13.46,13.5,12.55
2024-09-25,13.59,14.09,13.57
2024-09-26,14.35,14.46,13.46
2024-09-27,15.5,15.53,14.6
2024-09-30,17.05,17.05,16.13
2024-10-08,18.76,18.76,17.39
2024-10-09,16.88,18.49,16.88
2024-10-10,15.75,17.15,15.42
2024-10-11,15.62,16.14,15.36
2024-10-14,15.7,16.31,14.91
2024-10-15,15.1,15.69,15.06
2024-10-16,15.11,15.48,14.85
2024-10-17,14.88,15.38,14.87
2024-10-18,15.48,16.12,14.77
2024-10-21,15.17,15.41,15.08
2024-10-22,15.42,15.48,15.11
2024-10-23,15.36,15.67,15.26
2024-10-24,15.51,15.69,15.24
2024-10-25,15.6,15.78,15.31
2024-10-28,15.64,15.67,15.41
2024-10-29,15.21,15.88,15.18
2024-10-30,15.16,15.37,14.97
2024-10-31,15.31,15.68,14.88
2024-11-01,14.94,15.37,14.9
2024-11-04,16.05,16.1,15.03
2024-11-05,16.55,16.66,15.71
2024-11-06,16.48,17.1,16.26
2024-11-07,17.4,17.53,16.18
2024-11-08,16.69,17.68,16.67
2024-11-11,17.05,17.21,16.36
2024-11-12,16.54,17.19,16.33
2024-11-13,16.74,16.97,16.41
2024-11-14,16.29,16.87,16.21
2024-11-15,15.58,16.38,15.57
2024-11-18,15.19,15.7,15.07
2024-11-19,15.56,15.65,15.23
2024-11-20,15.47,15.59,15.37
2024-11-21,15.44,15.57,15.31
2024-11-22,14.71,15.45,14.68
2024-11-25,14.71,14.8,14.45
2024-11-26,14.67,14.98,14.61
2024-11-27,15.02,15.04,14.6
2024-11-28,14.87,15.09,14.84
2024-11-29,15.19,15.5,14.8
2024-12-02,15.39,15.45,14.99
2024-12-03,15.37,15.48,15.18
2024-12-04,15.15,15.45,15.04
2024-12-05,15.38,15.44,15.05
2024-12-06,15.48,15.66,15.23
2024-12-09,15.36,15.55,15.18
2024-12-10,15.6,16.13,15.54
2024-12-11,15.96,16.11,15.53
2024-12-12,16.36,16.68,15.91
2024-12-13,15.73,16.24,15.69
2024-12-16,15.46,15.73,15.35
2024-12-17,15.32,15.51,15.27
2024-12-18,15.27,15.41,15.14
2024-12-19,15.26,15.3,14.99
2024-12-20,15.33,15.47,15.23
2024-12-23,14.93,15.33,14.9
2024-12-24,15.19,15.2,14.95
2024-12-25,15.72,16.08,15.21
2024-12-26,16.11,16.24,15.61
2024-12-27,16.06,16.37,15.91
2024-12-30,16.03,16.19,15.91
2024-12-31,14.98,16.03,14.97
2025-01-02,14.27,14.98,14.12
2025-01-03,13.85,14.37,13.8
2025-01-06,14.05,14.26,13.7
2025-01-07,14.08,14.12,13.81
2025-01-08,13.91,14.08,13.57
2025-01-09,13.76,13.97,13.73
2025-01-10,13.41,13.84,13.41
2025-01-13,13.46,13.54,13.21
2025-01-14,13.9,13.93,13.44
2025-01-15,13.72,13.88,13.67
2025-01-16,13.66,13.94,13.55
2025-01-17,13.63,13.74,13.57
2025-01-20,13.67,13.84,13.62
2025-01-21,13.68,13.8,13.53
2025-01-22,13.65,13.69,13.54
2025-01-23,13.65,14.12,13.65
2025-01-24,13.74,13.77,13.61
2025-01-27,13.27,13.84,13.25
2025-02-05,13.38,13.44,13.27
2025-02-06,13.84,13.92,13.32
2025-02-07,14.03,14.3,13.75
2025-02-10,14.06,14.1,13.96
2025-02-11,13.92,14.06,13.81
2025-02-12,14.12,14.12,13.84
2025-02-13,13.96,14.23,13.91
2025-02-14,14.02,14.11,13.91
2025-02-17,15.04,15.42,14.72
2025-02-18,15.3,16.16,14.55
2025-02-19,16.35,16.83,15.17
2025-02-20,16.57,16.93,15.89
2025-02-21,16.44,16.99,16.16
2025-02-24,16.0,16.53,15.79
2025-02-25,15.83,16.42,15.74
2025-02-26,16.73,16.92,15.68
2025-02-27,16.44,16.68,16.0
2025-02-28,15.8,17.2,15.8
2025-03-03,16.0,16.58,15.79
2025-03-04,15.97,16.24,15.78
2025-03-05,15.89,16.08,15.75
2025-03-06,16.73,17.1,15.84
2025-03-07,16.36,16.85,16.23
2025-03-10,16.13,16.35,16.02
2025-03-11,16.22,16.49,15.95
2025-03-12,16.54,16.95,16.24
2025-03-13,16.78,17.39,16.36
2025-03-14,18.46,18.46,16.8
2025-03-17,17.67,18.46,17.64
2025-03-18,17.87,18.45,17.72
2025-03-19,18.18,18.38,17.7
2025-03-20,17.65,18.02,17.56
2025-03-21,17.49,18.07,17.37
2025-03-24,17.37,17.69,17.08
2025-03-25,16.75,17.3,16.6
2025-03-26,16.61,16.87,16.6
2025-03-27,16.66,16.98,16.35
2025-03-28,16.74,16.99,16.57
2025-03-31,16.2,16.74,16.08
2025-04-01,16.0,16.39,15.88
2025-04-02,15.97,16.12,15.88
2025-04-03,15.91,16.08,15.76
2025-04-07,14.32,15.17,14.32
2025-04-08,14.31,14.65,14.03
2025-04-09,14.5,14.65,13.71
2025-04-10,14.67,14.99,14.59
2025-04-11,15.05,15.27,14.62
2025-04-14,14.95,15.11,14.88
2025-04-15,14.91,14.95,14.79
2025-04-16,14.75,14.92,14.55
2025-04-17,14.73,14.88,14.64
2025-04-18,14.82,14.91,14.65
2025-04-21,14.88,14.9,14.59
2025-04-22,14.85,14.95,14.78
2025-04-23,14.83,15.06,14.76
2025-04-24,15.07,15.43,14.97
2025-04-25,14.94,15.1,14.78
2025-04-28,14.66,14.88,14.6
2025-04-29,14.69,14.77,14.56
2025-04-30,14.55,14.8,14.53
2025-05-06,14.99,14.99,14.6
2025-05-07,15.05,15.7,14.95
2025-05-08,15.13,15.22,14.92
2025-05-09,15.07,15.38,14.96
2025-05-12,15.37,15.42,15.05
2025-05-13,15.12,15.45,15.1
2025-05-14,15.57,15.79,15.0
2025-05-15,15.11,15.46,15.1
2025-05-16,15.15,15.38,15.05
2025-05-19,15.16,15.31,15.0
2025-05-20,15.14,15.22,15.05
2025-05-21,15.06,15.15,15.01
2025-05-22,14.8,15.03,14.74
2025-05-23,14.5,14.86,14.49
2025-05-26,14.53,14.53,14.35
2025-05-27,14.47,14.51,14.38
2025-05-28,14.35,14.5,14.32
2025-05-29,14.56,14.59,14.34
2025-05-30,14.38,14.52,14.38
2025-06-03,14.48,14.56,14.3
2025-06-04,14.64,14.73,14.44
2025-06-05,14.74,14.77,14.6
2025-06-06,14.58,14.78,14.55
2025-06-09,16.04,16.04,15.08
2025-06-10,15.58,16.22,15.48
2025-06-11,16.57,17.14,15.6
2025-06-12,16.31,16.75,16.1
2025-06-13,15.99,16.35,15.91
2025-06-16,16.24,16.3,15.9
2025-06-17,16.74,16.97,16.21
2025-06-18,16.4,16.77,16.26
2025-06-19,15.93,16.46,15.87
2025-06-20,15.77,16.08,15.72
2025-06-23,16.0,16.13,15.64
2025-06-24,16.53,16.76,15.95
2025-06-25,17.58,18.0,16.53
2025-06-26,17.2,17.65,17.05
2025-06-27,16.91,17.51,16.9
2025-06-30,17.1,17.32,16.72
2025-07-01,16.93,17.1,16.8
2025-07-02,16.75,16.95,16.67
2025-07-03,16.8,16.87,16.66
2025-07-04,16.51,17.07,16.5
2025-07-07,16.55,16.67,16.4
2025-07-08,17.0,17.05,16.51
2025-07-09,16.82,17.12,16.73
2025-07-10,16.86,16.98,16.64
2025-07-11,17.13,17.5,16.75
2025-07-14,16.8,17.27,16.73
2025-07-15,16.69,17.05,16.56
2025-07-16,16.66,16.77,16.55
2025-07-17,16.83,16.84,16.62
2025-07-18,16.76,16.87,16.71
2025-07-21,16.89,16.94,16.67
2025-07-22,16.82,16.9,16.58
2025-07-23,16.84,17.17,16.79
2025-07-24,17.14,17.18,16.75
2025-07-25,17.06,17.29,17.03
","date,10日,close
2024-10-17,15.540249893299798,14.88
2024-10-18,15.558758758691972,15.48
2024-10-21,15.466066056725014,15.17
2024-10-22,15.476872890723165,15.42
2024-10-23,15.462392411309594,15.36
2024-10-24,15.498900770997711,15.51
2024-10-25,15.553459234227024,15.6
2024-10-28,15.60474352005071,15.64
2024-10-29,15.498091066096295,15.21
2024-10-30,15.400643024487264,15.16
2024-10-31,15.377040847063457,15.31
2024-11-01,15.236710766405754,14.94
2024-11-04,15.499904323439662,16.05
2024-11-05,15.859565983158571,16.55
2024-11-06,16.10001499559326,16.48
2024-11-07,16.577670450343973,17.4
2024-11-08,16.689896979545892,16.69
2024-11-11,16.884035499770455,17.05
2024-11-12,16.850887385217625,16.54
2024-11-13,16.88453575860895,16.74
2024-11-14,16.753522330594585,16.29
2024-11-15,16.415785330664484,15.58
2024-11-18,16.033142038788483,15.19
2024-11-19,15.871433982614018,15.56
2024-11-20,15.723135730708336,15.47
2024-11-21,15.605576215607563,15.44
2024-11-22,15.28008344217291,14.71
2024-11-25,15.043345851950608,14.71
2024-11-26,14.860625784051363,14.67
2024-11-27,14.847709844910497,15.02
2024-11-28,14.795172403174531,14.87
2024-11-29,14.868261474304191,15.19
2024-12-02,14.993940555827212,15.39
2024-12-03,15.084554137480568,15.37
2024-12-04,15.081921770240895,15.15
2024-12-05,15.158443184890668,15.38
2024-12-06,15.25005030759372,15.48
2024-12-09,15.279306305185226,15.36
2024-12-10,15.380897301748623,15.6
2024-12-11,15.575155826663009,15.96
2024-12-12,15.850150183782127,16.36
2024-12-13,15.842827391976504,15.73
2024-12-16,15.744939328305751,15.46
2024-12-17,15.623710481441666,15.32
2024-12-18,15.515988344898219,15.27
2024-12-19,15.43243920076919,15.26
2024-12-20,15.393949634839206,15.33
2024-12-23,15.233838449883127,14.93
2024-12-24,15.202562749213913,15.19
2024-12-25,15.356417437221666,15.72
2024-12-26,15.600355949450936,16.11
2024-12-27,15.763972442779586,16.06
2024-12-30,15.873369518717626,16.03
2024-12-31,15.604672701164821,14.98
2025-01-02,15.169440196814103,14.27
2025-01-03,14.709509670866463,13.85
2025-01-06,14.439324453633201,14.05
2025-01-07,14.255503789084218,14.08
2025-01-08,14.070450161110626,13.91
2025-01-09,13.891680371769276,13.76
2025-01-10,13.651952483969884,13.41
2025-01-13,13.500003981096906,13.46
2025-01-14,13.542418488063031,13.9
2025-01-15,13.523128414608516,13.72
2025-01-16,13.496888665780011,13.66
2025-01-17,13.474797968935142,13.63
2025-01-20,13.478363767941957,13.67
2025-01-21,13.490391657593067,13.68
2025-01-22,13.494794074381232,13.65
2025-01-23,13.502871921177235,13.65
2025-01-24,13.542895209654649,13.74
2025-01-27,13.42083161897739,13.27
2025-02-05,13.370497095665266,13.38
2025-02-06,13.489182345492178,13.84
2025-02-07,13.64303999717822,14.03
2025-02-10,13.76874503682993,14.06
2025-02-11,13.816241962982566,13.92
2025-02-12,13.917583146176229,14.12
2025-02-13,13.93922201604385,13.96
2025-02-14,13.974229126747169,14.02
2025-02-17,14.336366808234608,15.04
2025-02-18,14.688000568296957,15.3
2025-02-19,15.290730587237968,16.35
2025-02-20,15.80195545653772,16.57
2025-02-21,16.12659506469581,16.44
2025-02-24,16.208821742398474,16.0
2025-02-25,16.200764502103613,15.83
2025-02-26,16.480634795720988,16.73
2025-02-27,16.58036169324266,16.44
2025-02-28,16.430910717426837,15.8
2025-03-03,16.37612417270957,16.0
2025-03-04,16.317097670123317,15.97
2025-03-05,16.239663476817697,15.89
2025-03-06,16.453954191156328,16.73
2025-03-07,16.484216431625782,16.36
2025-03-10,16.424335239489604,16.13
2025-03-11,16.404271458324402,16.22
2025-03-12,16.490533837599788,16.54
2025-03-13,16.629253815871746,16.78
2025-03-14,17.282471195843165,18.46
2025-03-17,17.49751849331682,17.67
2025-03-18,17.71329334556557,17.87
2025-03-19,17.965397392258843,18.18
2025-03-20,17.96604894773918,17.65
2025-03-21,17.90314465189579,17.49
2025-03-24,17.807708068665235,17.37
2025-03-25,17.524392403240967,16.75
2025-03-26,17.26285406842833,16.61
2025-03-27,17.082721660217278,16.66
2025-03-28,16.974609166779555,16.74
2025-03-31,16.715968268964897,16.2
2025-04-01,16.459655989635582,16.0
2025-04-02,16.262962447617262,15.97
2025-04-03,16.101772144361455,15.91
2025-04-07,15.46190848203777,14.32
2025-04-08,14.99251517148926,14.31
2025-04-09,14.718540635618297,14.5
2025-04-10,14.584110057535476,14.67
2025-04-11,14.622578511627623,15.05
2025-04-14,14.62940190613137,14.95
2025-04-15,14.631344776629534,14.91
2025-04-16,14.588964556826504,14.75
2025-04-17,14.559306242517811,14.73
2025-04-18,14.574847164591574,14.82
2025-04-21,14.613189528472631,14.88
2025-04-22,14.637759556245156,14.85
2025-04-23,14.654611903555846,14.83
2025-04-24,14.751030023538844,15.07
2025-04-25,14.78314364026998,14.94
2025-04-28,14.717264536089337,14.66
2025-04-29,14.681187961023307,14.69
2025-04-30,14.611047841813049,14.55
2025-05-06,14.707530973852027,14.99
2025-05-07,14.801291385420202,15.05
2025-05-08,14.89872467298501,15.13
2025-05-09,14.951759363900788,15.07
2025-05-12,15.090344260665871,15.37
2025-05-13,15.109716158147755,15.12
2025-05-14,15.271784414870414,15.57
2025-05-15,15.238068639127054,15.11
2025-05-16,15.224488040848376,15.15
2025-05-19,15.216240267096584,15.16
2025-05-20,15.202248277490952,15.14
2025-05-21,15.164377663705665,15.06
2025-05-22,15.049625346586403,14.8
2025-05-23,14.865382048462386,14.5
2025-05-26,14.73988423571945,14.53
2025-05-27,14.629100270636348,14.47
2025-05-28,14.510010169361337,14.35
2025-05-29,14.494420591834713,14.56
2025-05-30,14.426648375743842,14.38
2025-06-03,14.412795954203876,14.48
2025-06-04,14.458637028901787,14.64
2025-06-05,14.528377350678014,14.74
2025-06-06,14.529166248704147,14.58
2025-06-09,15.014019436681838,16.04
2025-06-10,15.220441176181556,15.58
2025-06-11,15.697783293493542,16.57
2025-06-12,15.960209560669549,16.31
2025-06-13,16.0416615391702,15.99
2025-06-16,16.17712405240881,16.24
2025-06-17,16.435173369455853,16.74
2025-06-18,16.505597346340043,16.4
2025-06-19,16.39387794751574,15.93
2025-06-20,16.25086321119482,15.77
2025-06-23,16.215262827006597,16.0
2025-06-24,16.359521649921714,16.53
2025-06-25,16.808834691710448,17.58
2025-06-26,17.009487729876117,17.2
2025-06-27,17.05423934286715,16.91
2025-06-30,17.142238708824213,17.1
2025-07-01,17.143552707231034,16.93
2025-07-02,17.07786860014036,16.75
2025-07-03,17.039588541670064,16.8
2025-07-04,16.910174997019034,16.51
2025-07-07,16.823537004417304,16.55
2025-07-08,16.90525745550483,17.0
2025-07-09,16.903590734150036,16.82
2025-07-10,16.91293480550261,16.86
2025-07-11,17.00669621506912,17.13
2025-07-14,16.964447366429546,16.8
2025-07-15,16.894365166383896,16.69
2025-07-16,16.830777407134036,16.66
2025-07-17,16.838763207730935,16.83
2025-07-18,16.820678885560895,16.76
2025-07-21,16.84954214475084,16.89
2025-07-22,16.84706078454738,16.82
2025-07-23,16.851116707566643,16.84
2025-07-24,16.9526378888418,17.14
2025-07-25,17.00034585684114,17.06
"
1680,CN,technical,"中信证券2024年02月09日至2024年08月24日, 价格跌破20日三指数移动平均线有多少次？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",23.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2023-08-16,24.01,23.76,23.44
2023-08-17,23.95,23.8,23.5
2023-08-18,23.97,24.26,23.97
2023-08-21,22.94,23.67,22.89
2023-08-22,23.22,23.23,22.9
2023-08-23,22.8,23.11,22.79
2023-08-24,23.56,23.01,22.95
2023-08-25,23.43,22.99,22.83
2023-08-28,23.79,25.77,23.66
2023-08-29,23.38,23.37,22.9
2023-08-30,22.56,23.38,22.53
2023-08-31,22.2,22.56,22.18
2023-09-01,22.38,22.32,22.21
2023-09-04,22.57,22.51,22.3
2023-09-05,22.38,22.47,22.24
2023-09-06,22.13,22.24,21.96
2023-09-07,22.12,22.13,22.01
2023-09-08,22.25,22.03,21.78
2023-09-11,22.6,22.3,22.11
2023-09-12,22.39,22.51,22.36
2023-09-13,22.28,22.44,22.18
2023-09-14,22.29,22.27,22.16
2023-09-15,22.05,22.34,21.95
2023-09-18,22.14,21.95,21.82
2023-09-19,22.02,22.14,21.96
2023-09-20,21.9,21.99,21.73
2023-09-21,21.73,21.82,21.72
2023-09-22,22.61,21.69,21.67
2023-09-25,21.9,22.48,21.85
2023-09-26,21.98,21.87,21.83
2023-09-27,22.03,21.91,21.91
2023-09-28,21.66,22.07,21.65
2023-10-09,21.68,21.42,21.09
2023-10-10,21.43,21.81,21.41
2023-10-11,21.51,21.58,21.45
2023-10-12,21.76,21.88,21.65
2023-10-13,21.52,21.58,21.46
2023-10-16,21.51,21.47,21.32
2023-10-17,21.95,21.59,21.51
2023-10-18,21.86,21.81,21.76
2023-10-19,21.56,21.7,21.52
2023-10-20,21.53,21.43,21.4
2023-10-23,21.18,21.36,21.05
2023-10-24,21.62,21.3,21.25
2023-10-25,21.84,21.92,21.73
2023-10-26,21.8,21.71,21.51
2023-10-27,22.03,21.66,21.4
2023-10-30,21.6,21.86,21.33
2023-10-31,21.71,21.58,21.5
2023-11-01,21.73,21.93,21.5
2023-11-02,21.53,21.73,21.48
2023-11-03,21.86,21.53,21.42
2023-11-06,22.83,22.55,22.26
2023-11-07,22.79,22.61,22.58
2023-11-08,22.58,22.78,22.41
2023-11-09,22.46,22.47,22.3
2023-11-10,22.46,22.35,22.3
2023-11-13,22.29,22.46,22.21
2023-11-14,22.62,22.31,22.3
2023-11-15,22.6,22.89,22.52
2023-11-16,22.43,22.6,22.42
2023-11-17,22.52,22.33,22.24
2023-11-20,22.35,22.51,22.07
2023-11-21,22.44,22.47,22.36
2023-11-22,22.21,22.31,22.2
2023-11-23,22.24,22.21,21.92
2023-11-24,22.05,22.19,22.03
2023-11-27,21.69,22.0,21.51
2023-11-28,21.61,21.68,21.52
2023-11-29,21.4,21.66,21.3
2023-11-30,21.45,21.4,21.28
2023-12-01,21.56,21.41,21.31
2023-12-04,21.41,21.51,21.4
2023-12-05,21.13,21.34,21.1
2023-12-06,20.95,21.09,20.95
2023-12-07,21.03,20.9,20.82
2023-12-08,20.95,21.02,20.95
2023-12-11,21.21,20.8,20.59
2023-12-12,21.13,21.07,21.03
2023-12-13,20.71,21.12,20.7
2023-12-14,20.5,20.8,20.48
2023-12-15,20.46,20.57,20.44
2023-12-18,20.44,20.4,20.32
2023-12-19,20.64,20.43,20.36
2023-12-20,20.16,20.61,20.14
2023-12-21,20.27,20.11,20.03
2023-12-22,20.28,20.2,20.02
2023-12-25,20.01,20.18,19.99
2023-12-26,19.85,20.0,19.73
2023-12-27,19.9,19.83,19.62
2023-12-28,20.37,19.83,19.81
2023-12-29,20.37,20.33,20.28
2024-01-02,20.07,20.38,20.06
2024-01-03,20.18,20.0,19.98
2024-01-04,20.0,20.12,19.84
2024-01-05,19.79,19.95,19.66
2024-01-08,19.42,19.72,19.4
2024-01-09,19.46,19.42,19.33
2024-01-10,19.46,19.45,19.26
2024-01-11,19.6,19.48,19.34
2024-01-12,19.52,19.5,19.45
2024-01-15,19.48,19.36,19.33
2024-01-16,19.58,19.45,19.22
2024-01-17,19.22,19.5,19.22
2024-01-18,19.49,19.07,18.78
2024-01-19,19.47,19.3,19.25
2024-01-22,19.13,19.4,18.92
2024-01-23,19.78,19.05,18.94
2024-01-24,20.52,19.88,19.61
2024-01-25,20.56,20.34,20.13
2024-01-26,20.83,20.4,20.31
2024-01-29,20.58,20.72,20.53
2024-01-30,20.44,20.45,20.28
2024-01-31,20.5,20.35,20.25
2024-02-01,20.44,20.3,20.28
2024-02-02,20.18,20.44,19.67
2024-02-05,20.18,20.08,19.76
2024-02-06,21.14,20.16,20.0
2024-02-07,21.18,21.02,20.9
2024-02-08,21.25,21.3,21.08
2024-02-19,20.85,21.12,20.55
2024-02-20,20.99,20.73,20.68
2024-02-21,21.38,20.9,20.81
2024-02-22,21.73,21.27,21.23
2024-02-23,21.52,21.74,21.46
2024-02-26,21.34,21.54,21.31
2024-02-27,21.46,21.32,21.23
2024-02-28,21.0,21.52,21.0
2024-02-29,21.3,21.0,20.95
2024-03-01,21.32,21.3,21.1
2024-03-04,21.16,21.33,21.06
2024-03-05,21.18,21.03,21.02
2024-03-06,21.1,21.17,21.03
2024-03-07,20.81,21.07,20.71
2024-03-08,20.8,20.8,20.71
2024-03-11,21.19,20.89,20.87
2024-03-12,21.4,21.3,21.16
2024-03-13,21.07,21.4,21.05
2024-03-14,20.8,21.01,20.71
2024-03-15,20.87,20.71,20.59
2024-03-18,21.26,20.89,20.87
2024-03-19,20.83,21.22,20.81
2024-03-20,20.84,20.77,20.74
2024-03-21,20.83,20.87,20.8
2024-03-22,20.5,20.83,20.44
2024-03-25,19.5,19.8,19.5
2024-03-26,19.6,19.41,19.41
2024-03-27,19.35,19.52,19.32
2024-03-28,19.31,19.3,19.23
2024-03-29,19.2,19.28,19.1
2024-04-01,19.41,19.3,19.3
2024-04-02,19.31,19.42,19.28
2024-04-03,19.16,19.28,19.13
2024-04-08,18.92,19.0,18.78
2024-04-09,18.93,18.9,18.88
2024-04-10,18.41,18.89,18.35
2024-04-11,18.34,18.34,18.29
2024-04-12,17.94,18.35,17.9
2024-04-15,17.74,17.5,17.26
2024-04-16,17.63,17.51,17.48
2024-04-17,18.1,17.58,17.45
2024-04-18,18.21,18.01,17.98
2024-04-19,18.13,18.1,18.06
2024-04-22,18.28,18.13,18.13
2024-04-23,18.27,18.32,18.2
2024-04-24,18.27,18.25,18.05
2024-04-25,18.18,18.25,18.11
2024-04-26,19.16,18.55,18.37
2024-04-29,19.38,19.17,19.05
2024-04-30,19.01,19.25,18.95
2024-05-06,19.21,19.25,19.12
2024-05-07,19.12,19.2,19.07
2024-05-08,18.78,19.03,18.75
2024-05-09,18.91,18.83,18.82
2024-05-10,19.06,18.94,18.85
2024-05-13,18.98,19.03,18.76
2024-05-14,19.01,19.01,18.83
2024-05-15,18.75,19.06,18.74
2024-05-16,18.78,18.8,18.74
2024-05-17,19.19,18.78,18.73
2024-05-20,19.29,19.19,19.15
2024-05-21,19.24,19.23,19.15
2024-05-22,19.31,19.2,19.15
2024-05-23,18.87,19.21,18.84
2024-05-24,18.59,18.8,18.52
2024-05-27,18.73,18.6,18.54
2024-05-28,18.62,18.68,18.6
2024-05-29,18.65,18.56,18.56
2024-05-30,18.56,18.59,18.45
2024-05-31,18.62,18.64,18.58
2024-06-03,18.43,18.55,18.35
2024-06-04,18.56,18.43,18.43
2024-06-05,18.54,18.52,18.52
2024-06-06,18.49,18.58,18.43
2024-06-07,18.38,18.55,18.2
2024-06-11,18.34,18.28,18.28
2024-06-12,18.28,18.31,18.27
2024-06-13,18.26,18.3,18.2
2024-06-14,18.63,18.24,18.2
2024-06-17,18.66,18.51,18.46
2024-06-18,18.71,18.65,18.6
2024-06-19,18.53,18.74,18.52
2024-06-20,18.38,18.53,18.36
2024-06-21,18.44,18.4,18.25
2024-06-24,18.42,18.41,18.4
2024-06-25,18.12,18.43,18.0
2024-06-26,18.4,18.09,18.02
2024-06-27,18.4,18.36,18.25
2024-06-28,18.23,18.36,18.13
2024-07-01,18.2,18.19,18.0
2024-07-02,18.19,18.15,18.13
2024-07-03,18.38,18.19,18.07
2024-07-04,18.04,18.35,18.03
2024-07-05,17.81,18.1,17.7
2024-07-08,17.5,17.7,17.45
2024-07-09,17.86,17.47,17.35
2024-07-10,18.17,17.81,17.76
2024-07-11,18.32,18.26,18.18
2024-07-12,18.36,18.33,18.23
2024-07-15,18.46,18.36,18.32
2024-07-16,18.73,18.49,18.4
2024-07-17,18.85,18.7,18.66
2024-07-18,18.97,18.86,18.64
2024-07-19,19.39,18.96,18.92
2024-07-22,20.19,19.99,19.57
2024-07-23,19.2,19.85,19.18
2024-07-24,18.88,19.07,18.76
2024-07-25,19.02,18.84,18.79
2024-07-26,19.26,18.92,18.87
2024-07-29,18.88,19.05,18.86
2024-07-30,18.92,18.82,18.74
2024-07-31,19.8,18.92,18.88
2024-08-01,19.58,19.55,19.51
2024-08-02,19.21,19.48,19.15
2024-08-05,19.12,19.12,19.09
2024-08-06,19.11,19.32,18.93
2024-08-07,18.97,19.12,18.93
2024-08-08,19.07,18.93,18.85
2024-08-09,18.89,19.14,18.88
2024-08-12,18.87,18.82,18.72
2024-08-13,19.06,18.85,18.8
2024-08-14,18.85,18.99,18.83
2024-08-15,19.15,18.84,18.81
2024-08-16,19.1,19.1,19.0
2024-08-19,19.04,19.07,19.01
2024-08-20,18.93,19.06,18.87
2024-08-21,18.92,18.9,18.79
2024-08-22,18.73,19.0,18.64
2024-08-23,19.1,18.71,18.69
","date,20日,close
2023-11-13,22.447224807963057,22.29
2023-11-14,22.535010946279904,22.62
2023-11-15,22.59869882963924,22.6
2023-11-16,22.60350215821361,22.43
2023-11-17,22.627524711053237,22.52
2023-11-20,22.59993460209359,22.35
2023-11-21,22.597708983104397,22.44
2023-11-22,22.53348558967661,22.21
2023-11-23,22.486276136563802,22.24
2023-11-24,22.39636177452785,22.05
2023-11-27,22.227876623693756,21.69
2023-11-28,22.06847714851462,21.61
2023-11-29,21.88371638495105,21.4
2023-11-30,21.746546673335736,21.45
2023-12-01,21.664700005005912,21.56
2023-12-04,21.5611903378187,21.41
2023-12-05,21.406603276137382,21.13
2023-12-06,21.236688482193152,20.95
2023-12-07,21.122352294006596,21.03
2023-12-08,21.012553216170076,20.95
2023-12-11,20.995004672458506,21.21
2023-12-12,20.964853583935284,21.13
2023-12-13,20.836056126052032,20.71
2023-12-14,20.68113538813548,20.5
2023-12-15,20.549399255908924,20.46
2023-12-18,20.44228225159355,20.44
2023-12-19,20.41267782187579,20.64
2023-12-20,20.270159448955788,20.16
2023-12-21,20.188344706744417,20.27
2023-12-22,20.130510930361645,20.28
2023-12-25,20.01967317259479,20.01
2023-12-26,19.8940450052759,19.85
2023-12-27,19.81101574394205,19.9
2023-12-28,19.87193774876465,20.37
2023-12-29,19.9284270399968,20.37
2024-01-02,19.902765065537597,20.07
2024-01-03,19.915753190859288,20.18
2024-01-04,19.884850787220238,20.0
2024-01-05,19.80996058775127,19.79
2024-01-08,19.657532553359005,19.42
2024-01-09,19.548268404718907,19.46
2024-01-10,19.464325634354964,19.46
2024-01-11,19.437583514280092,19.6
2024-01-12,19.400534702979254,19.52
2024-01-15,19.36523577254703,19.48
2024-01-16,19.36752361398388,19.58
2024-01-17,19.281014084592396,19.22
2024-01-18,19.28511755269019,19.49
2024-01-19,19.288068358104294,19.47
2024-01-22,19.206740246523477,19.13
2024-01-23,19.31310789357486,19.78
2024-01-24,19.59608903599448,20.52
2024-01-25,19.840763268019106,20.56
2024-01-26,20.112126159659205,20.83
2024-01-29,20.268969978261644,20.58
2024-01-30,20.359428609197312,20.44
2024-01-31,20.446790418193604,20.5
2024-02-01,20.500083248467213,20.44
2024-02-02,20.47333106211288,20.18
2024-02-05,20.448533102994478,20.18
2024-02-06,20.674575020578246,21.14
2024-02-07,20.86688496770376,21.18
2024-02-08,21.03838206388052,21.25
2024-02-19,21.070158210282266,20.85
2024-02-20,21.127317530127506,20.99
2024-02-21,21.270110695877552,21.38
2024-02-22,21.472346953774995,21.73
2024-02-23,21.577351124051773,21.52
2024-02-26,21.610046182767373,21.34
2024-02-27,21.661343487512912,21.46
2024-02-28,21.577562063578927,21.0
2024-02-29,21.580769832985535,21.3
2024-03-01,21.58310250087816,21.32
2024-03-04,21.53832387939448,21.16
2024-03-05,21.50207617571696,21.18
2024-03-06,21.44736517583974,21.1
2024-03-07,21.32356802176003,20.81
2024-03-08,21.216547204200538,20.8
2024-03-11,21.22781095931168,21.19
2024-03-12,21.289612793471186,21.4
2024-03-13,21.25265839709226,21.07
2024-03-14,21.150498405756558,20.8
2024-03-15,21.083650000092042,20.87
2024-03-18,21.129254805728106,21.26
2024-03-19,21.05435424517637,20.83
2024-03-20,20.99508216876746,20.84
2024-03-21,20.94382902394455,20.83
2024-03-22,20.81647037882308,20.5
2024-03-25,20.453532125740306,19.5
2024-03-26,20.18436178537915,19.6
2024-03-27,19.902763350794885,19.35
2024-03-28,19.666755114405117,19.31
2024-03-29,19.45104350605648,19.2
2024-04-01,19.335838772047087,19.41
2024-04-02,19.22302020131842,19.31
2024-04-03,19.09940233408007,19.16
2024-04-08,18.94382314767921,18.92
2024-04-09,18.82724227837944,18.93
2024-04-10,18.605394656452994,18.41
2024-04-11,18.414531617752598,18.34
2024-04-12,18.164041182500938,17.94
2024-04-15,17.917258672993178,17.74
2024-04-16,17.69760447204146,17.63
2024-04-17,17.651211325407207,18.1
2024-04-18,17.653315820881343,18.21
2024-04-19,17.645289891965295,18.13
2024-04-22,17.68800008433167,18.28
2024-04-23,17.73003383244825,18.27
2024-04-24,17.773300712373015,18.27
2024-04-25,17.793464327176444,18.18
2024-04-26,18.07156643424006,19.16
2024-04-29,18.36241397804612,19.38
2024-04-30,18.508748145160006,19.01
2024-05-06,18.683165445916924,19.21
2024-05-07,18.804272564956076,19.12
2024-05-08,18.815947657538576,18.78
2024-05-09,18.8594835456533,18.91
2024-05-10,18.934050948571517,19.06
2024-05-13,18.973977907192165,18.98
2024-05-14,19.01372849253463,19.01
2024-05-15,18.977880253733247,18.75
2024-05-16,18.9553485906283,18.78
2024-05-17,19.042426373206272,19.19
2024-05-20,19.13863723215453,19.29
2024-05-21,19.20293457315166,19.24
2024-05-22,19.27183914137185,19.31
2024-05-23,19.211939561043497,18.87
2024-05-24,19.0881606080313,18.59
2024-05-27,19.0215933957391,18.73
2024-05-28,18.937569369337574,18.62
2024-05-29,18.875991388427924,18.65
2024-05-30,18.802052096473673,18.56
2024-05-31,18.757244326350182,18.62
2024-06-03,18.671722787451763,18.43
2024-06-04,18.63617355833126,18.56
2024-06-05,18.602883297180988,18.54
2024-06-06,18.563769442095083,18.49
2024-06-07,18.504439269490444,18.38
2024-06-11,18.44689321142177,18.34
2024-06-12,18.3858359737413,18.28
2024-06-13,18.332488447684323,18.26
2024-06-14,18.386791393562728,18.63
2024-06-17,18.440894011250773,18.66
2024-06-18,18.49961066404064,18.71
2024-06-19,18.502049771359463,18.53
2024-06-20,18.465963912488455,18.38
2024-06-21,18.452835164976626,18.44
2024-06-24,18.43781229478969,18.42
2024-06-25,18.348621528217606,18.12
2024-06-26,18.349362998701956,18.4
2024-06-27,18.351248548977473,18.4
2024-06-28,18.309883075068868,18.23
2024-07-01,18.269448862618333,18.2
2024-07-02,18.23509762237145,18.19
2024-07-03,18.257706669141534,18.38
2024-07-04,18.18940903415573,18.04
2024-07-05,18.075260415412203,17.81
2024-07-08,17.903222269955126,17.5
2024-07-09,17.85822126524311,17.86
2024-07-10,17.9046620287376,18.17
2024-07-11,17.98427434732485,18.32
2024-07-12,18.062007926512003,18.36
2024-07-15,18.15320792815403,18.46
2024-07-16,18.298963304788533,18.73
2024-07-17,18.449757591016954,18.85
2024-07-18,18.603844865975173,18.97
2024-07-19,18.83762885337048,19.39
2024-07-22,19.234220928310705,20.19
2024-07-23,19.298232415340163,19.2
2024-07-24,19.26275542134796,18.88
2024-07-25,19.26532173109011,19.02
2024-07-26,19.32529121515101,19.26
2024-07-29,19.27149903683125,18.88
2024-07-30,19.233734471028495,18.92
2024-07-31,19.427419635926018,19.8
2024-08-01,19.525031444476483,19.58
2024-08-02,19.504536807766378,19.21
2024-08-05,19.46003054507197,19.12
2024-08-06,19.41703680705186,19.11
2024-08-07,19.34202110968152,18.97
2024-08-08,19.303559663096056,19.07
2024-08-09,19.222875349673636,18.89
2024-08-12,19.14959972338387,18.87
2024-08-13,19.13739443885633,19.06
2024-08-14,19.071758937914268,18.85
2024-08-15,19.09495812570255,19.15
2024-08-16,19.100273980878555,19.1
2024-08-19,19.088341319473603,19.04
2024-08-20,19.049398810569148,18.93
2024-08-21,19.014474733542215,18.92
2024-08-22,18.936394270440136,18.73
2024-08-23,18.968566067681326,19.1
"
1681,CN,technical,中国卫通在2020年12月09日到2021年10月16日期间，收盘价突破20日三指数移动平均线共几次？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,30.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2020-06-12,19.44,18.5,18.4
2020-06-15,18.99,19.6,18.92
2020-06-16,18.99,18.78,18.6
2020-06-17,18.71,18.9,18.65
2020-06-18,17.96,18.6,17.66
2020-06-19,18.29,17.9,17.79
2020-06-22,18.47,18.36,18.11
2020-06-23,18.14,18.84,18.13
2020-06-24,17.82,17.8,17.63
2020-06-29,17.99,17.78,17.51
2020-06-30,18.01,18.08,17.6
2020-07-01,17.85,18.09,17.71
2020-07-02,18.06,17.78,17.65
2020-07-03,17.99,18.23,17.85
2020-07-06,19.0,18.13,17.99
2020-07-07,19.15,19.15,18.76
2020-07-08,21.07,19.37,19.37
2020-07-09,23.18,23.18,23.18
2020-07-10,23.97,24.78,23.21
2020-07-13,23.66,23.0,22.08
2020-07-14,24.26,23.48,23.11
2020-07-15,22.62,24.68,22.6
2020-07-16,20.9,22.09,20.5
2020-07-17,22.0,20.89,20.56
2020-07-20,24.2,22.51,22.51
2020-07-21,22.91,24.09,22.68
2020-07-22,22.95,22.95,22.66
2020-07-23,23.52,23.17,22.58
2020-07-24,21.77,23.75,21.76
2020-07-27,21.59,21.7,20.9
2020-07-28,22.24,21.63,21.5
2020-07-29,22.91,22.1,21.86
2020-07-30,23.39,23.8,23.25
2020-07-31,23.07,23.39,22.74
2020-08-03,25.38,23.2,23.11
2020-08-04,24.86,26.0,24.48
2020-08-05,25.31,24.16,24.15
2020-08-06,26.0,25.22,24.9
2020-08-07,25.07,25.51,24.68
2020-08-10,25.19,24.9,24.77
2020-08-11,23.95,24.8,23.86
2020-08-12,22.84,23.8,22.06
2020-08-13,22.67,22.82,22.53
2020-08-14,23.23,22.76,22.7
2020-08-17,24.66,24.2,23.56
2020-08-18,24.66,24.37,24.37
2020-08-19,25.54,24.49,24.23
2020-08-20,23.63,24.8,23.58
2020-08-21,23.4,23.81,23.0
2020-08-24,23.66,23.5,23.02
2020-08-25,22.8,23.66,22.58
2020-08-26,22.33,22.5,22.0
2020-08-27,22.5,22.34,22.0
2020-08-28,23.1,22.5,22.5
2020-08-31,22.93,23.25,22.9
2020-09-01,23.06,22.87,22.75
2020-09-02,22.51,23.14,22.26
2020-09-03,22.2,22.58,22.0
2020-09-04,22.51,21.8,21.5
2020-09-07,21.86,22.52,21.7
2020-09-08,21.07,21.86,20.0
2020-09-09,20.43,20.67,20.0
2020-09-10,19.98,20.47,19.9
2020-09-11,20.11,19.89,19.47
2020-09-14,20.06,20.29,19.91
2020-09-15,20.24,20.15,19.94
2020-09-16,19.96,20.24,19.91
2020-09-17,19.95,19.95,19.63
2020-09-18,20.36,20.06,19.95
2020-09-21,20.78,20.48,20.44
2020-09-22,20.17,20.51,20.15
2020-09-23,19.84,20.19,19.77
2020-09-24,19.19,19.81,19.12
2020-09-25,19.43,19.56,19.3
2020-09-28,18.87,19.44,18.85
2020-09-29,19.38,18.93,18.87
2020-09-30,19.39,19.4,19.21
2020-10-09,19.65,19.74,19.55
2020-10-12,20.3,19.7,19.6
2020-10-13,19.99,20.29,19.72
2020-10-14,19.41,20.01,19.23
2020-10-15,19.36,19.33,19.13
2020-10-16,19.12,19.21,19.0
2020-10-19,19.67,19.5,19.27
2020-10-20,19.43,19.37,19.08
2020-10-21,19.15,19.44,19.03
2020-10-22,18.99,19.01,18.87
2020-10-23,18.98,18.99,18.91
2020-10-26,18.4,18.97,18.05
2020-10-27,18.15,18.19,18.01
2020-10-28,17.88,18.22,17.61
2020-10-29,17.77,17.45,17.41
2020-10-30,17.31,17.81,17.24
2020-11-02,16.76,17.12,16.69
2020-11-03,17.79,16.9,16.75
2020-11-04,17.71,18.0,17.57
2020-11-05,17.95,17.92,17.5
2020-11-06,17.78,18.12,17.68
2020-11-09,18.54,17.86,17.86
2020-11-10,18.21,18.56,18.1
2020-11-11,17.62,18.21,17.58
2020-11-12,17.4,17.76,17.32
2020-11-13,17.61,17.41,17.19
2020-11-16,17.75,17.7,17.43
2020-11-17,19.0,17.74,17.74
2020-11-18,19.0,18.94,18.62
2020-11-19,19.24,18.88,18.66
2020-11-20,19.01,19.28,18.86
2020-11-23,19.5,19.01,18.51
2020-11-24,18.97,19.3,18.82
2020-11-25,18.75,19.01,18.72
2020-11-26,19.09,18.91,18.91
2020-11-27,19.03,18.98,18.65
2020-11-30,19.39,19.05,18.79
2020-12-01,19.5,19.4,19.2
2020-12-02,20.06,19.58,19.42
2020-12-03,20.16,19.99,19.73
2020-12-04,20.0,20.14,19.89
2020-12-07,19.18,19.97,19.07
2020-12-08,18.93,19.28,18.9
2020-12-09,18.66,18.95,18.61
2020-12-10,18.33,18.55,18.03
2020-12-11,18.08,18.3,17.97
2020-12-14,18.58,18.14,18.08
2020-12-15,18.94,18.59,18.35
2020-12-16,18.46,18.78,18.41
2020-12-17,18.55,18.35,18.16
2020-12-18,18.39,18.55,18.29
2020-12-21,18.51,18.24,18.2
2020-12-22,17.61,18.4,17.5
2020-12-23,17.8,17.54,17.5
2020-12-24,18.25,17.76,17.71
2020-12-25,17.99,18.13,17.71
2020-12-28,17.7,17.79,17.52
2020-12-29,17.71,17.58,17.35
2020-12-30,17.72,17.3,16.72
2020-12-31,18.14,17.68,17.46
2021-01-04,19.24,18.4,18.25
2021-01-05,20.0,19.23,18.72
2021-01-06,19.3,19.37,19.01
2021-01-07,19.0,19.1,18.62
2021-01-08,18.8,19.0,18.59
2021-01-11,18.8,18.81,18.62
2021-01-12,19.4,18.85,18.68
2021-01-13,19.2,19.4,18.85
2021-01-14,19.29,19.15,19.02
2021-01-15,18.47,19.3,18.31
2021-01-18,18.45,18.17,18.11
2021-01-19,18.16,18.4,18.01
2021-01-20,18.09,18.0,17.92
2021-01-21,19.69,18.08,18.01
2021-01-22,19.53,19.59,19.28
2021-01-25,18.95,19.34,18.89
2021-01-26,17.4,18.75,17.08
2021-01-27,17.43,17.34,17.14
2021-01-28,18.31,17.22,17.2
2021-01-29,17.41,18.31,17.31
2021-02-01,17.36,17.28,17.0
2021-02-02,17.5,17.37,17.26
2021-02-03,16.85,17.38,16.73
2021-02-04,17.05,16.85,16.85
2021-02-05,16.87,17.12,16.79
2021-02-08,15.65,16.66,15.55
2021-02-09,15.7,15.68,15.05
2021-02-10,15.56,15.69,15.31
2021-02-18,15.97,15.73,15.72
2021-02-19,16.27,16.0,15.77
2021-02-22,16.42,16.3,16.3
2021-02-23,16.3,16.12,15.95
2021-02-24,16.2,16.15,16.11
2021-02-25,16.7,16.36,16.23
2021-02-26,16.38,16.43,16.27
2021-03-01,16.44,16.36,16.25
2021-03-02,16.53,16.5,16.27
2021-03-03,16.5,16.52,16.3
2021-03-04,16.35,16.5,16.35
2021-03-05,16.16,16.17,15.88
2021-03-08,16.24,16.24,16.2
2021-03-09,15.31,16.17,15.12
2021-03-10,15.19,15.34,15.1
2021-03-11,15.39,15.19,15.15
2021-03-12,15.24,15.43,15.1
2021-03-15,15.19,15.25,15.15
2021-03-16,15.28,15.29,15.2
2021-03-17,15.33,15.19,15.13
2021-03-18,15.28,15.48,15.24
2021-03-19,15.2,15.27,15.1
2021-03-22,15.41,15.25,15.14
2021-03-23,15.25,15.35,15.18
2021-03-24,15.38,15.24,15.0
2021-03-25,15.33,15.21,15.11
2021-03-26,15.35,15.31,15.18
2021-03-29,15.83,15.48,15.41
2021-03-30,15.83,15.75,15.59
2021-03-31,15.55,15.85,15.5
2021-04-01,15.66,15.63,15.46
2021-04-02,15.78,15.63,15.52
2021-04-06,16.17,15.75,15.65
2021-04-07,16.67,16.18,16.08
2021-04-08,17.66,16.72,16.57
2021-04-09,17.49,17.41,17.1
2021-04-12,17.61,17.37,17.21
2021-04-13,17.8,17.59,17.46
2021-04-14,18.02,17.71,17.64
2021-04-15,17.8,18.02,17.75
2021-04-16,18.54,17.92,17.62
2021-04-19,18.37,18.51,17.9
2021-04-20,17.98,18.24,17.91
2021-04-21,18.84,17.98,17.58
2021-04-22,18.65,18.78,18.57
2021-04-23,18.82,18.71,18.55
2021-04-26,17.18,19.3,17.05
2021-04-27,17.3,17.38,16.98
2021-04-28,17.27,17.32,16.8
2021-04-29,16.55,17.15,16.37
2021-04-30,15.61,16.2,15.3
2021-05-06,15.62,15.61,15.56
2021-05-07,15.44,15.61,15.38
2021-05-10,15.58,15.42,15.25
2021-05-11,16.05,15.64,15.48
2021-05-12,15.9,16.03,15.78
2021-05-13,15.72,15.8,15.71
2021-05-14,16.05,15.71,15.67
2021-05-17,16.14,16.59,16.1
2021-05-18,16.07,16.06,15.7
2021-05-19,16.18,16.09,15.9
2021-05-20,15.98,16.0,15.86
2021-05-21,15.8,16.01,15.78
2021-05-24,15.88,15.8,15.78
2021-05-25,16.13,15.88,15.78
2021-05-26,16.18,16.14,16.14
2021-05-27,16.35,16.2,16.14
2021-05-28,16.07,16.33,15.98
2021-05-31,16.45,16.1,16.08
2021-06-01,16.48,16.39,16.33
2021-06-02,16.12,16.39,16.05
2021-06-03,15.96,16.07,15.94
2021-06-04,15.94,15.95,15.83
2021-06-07,15.93,15.88,15.88
2021-06-08,15.87,15.93,15.65
2021-06-09,16.34,15.95,15.87
2021-06-10,16.4,16.24,16.15
2021-06-11,16.0,16.4,15.98
2021-06-15,15.98,15.92,15.83
2021-06-16,16.29,15.99,15.9
2021-06-17,16.18,16.3,15.99
2021-06-18,16.38,16.19,16.03
2021-06-21,16.64,16.45,16.25
2021-06-22,16.39,16.65,16.29
2021-06-23,16.27,16.33,16.11
2021-06-24,16.15,16.27,16.13
2021-06-25,16.22,16.15,16.1
2021-06-28,16.28,16.23,16.16
2021-06-29,16.14,16.28,16.11
2021-06-30,16.19,16.14,16.11
2021-07-01,15.51,16.25,15.5
2021-07-02,14.79,15.49,14.62
2021-07-05,15.0,14.79,14.79
2021-07-06,14.94,15.0,14.85
2021-07-07,14.96,14.75,14.75
2021-07-08,15.12,15.02,14.91
2021-07-09,14.91,15.08,14.8
2021-07-12,14.99,14.95,14.89
2021-07-13,14.93,14.99,14.82
2021-07-14,14.71,14.93,14.68
2021-07-15,14.38,14.69,14.0
2021-07-16,14.54,14.3,14.24
2021-07-19,14.4,14.64,14.36
2021-07-20,14.5,14.39,14.3
2021-07-21,14.54,14.58,14.46
2021-07-22,14.57,14.5,14.3
2021-07-23,14.42,14.56,14.2
2021-07-26,14.32,14.49,14.25
2021-07-27,14.03,14.32,14.03
2021-07-28,13.18,14.03,13.13
2021-07-29,13.3,13.22,13.2
2021-07-30,13.56,13.3,13.15
2021-08-02,13.9,13.5,13.47
2021-08-03,14.07,13.85,13.77
2021-08-04,14.11,14.07,13.98
2021-08-05,14.35,14.1,14.05
2021-08-06,14.15,14.26,13.95
2021-08-09,14.17,14.2,14.13
2021-08-10,14.43,14.17,14.17
2021-08-11,14.36,14.46,14.3
2021-08-12,14.2,14.31,14.18
2021-08-13,14.05,14.15,14.0
2021-08-16,13.93,14.07,13.85
2021-08-17,13.66,13.85,13.58
2021-08-18,13.83,13.67,13.6
2021-08-19,13.93,13.83,13.66
2021-08-20,13.82,13.93,13.64
2021-08-23,14.11,13.82,13.81
2021-08-24,14.15,14.02,13.98
2021-08-25,14.18,14.14,14.05
2021-08-26,14.1,14.18,14.09
2021-08-27,13.7,14.14,13.6
2021-08-30,15.07,14.4,14.37
2021-08-31,15.78,15.48,14.68
2021-09-01,17.36,15.5,15.09
2021-09-02,17.01,17.0,16.32
2021-09-03,16.45,16.72,16.15
2021-09-06,17.21,16.5,15.87
2021-09-07,17.15,17.05,16.7
2021-09-08,17.06,17.15,16.7
2021-09-09,17.88,17.53,17.36
2021-09-10,17.04,17.56,17.0
2021-09-13,16.85,17.0,16.73
2021-09-14,16.24,16.75,16.09
2021-09-15,15.86,15.8,15.53
2021-09-16,15.32,15.8,15.3
2021-09-17,15.8,15.95,15.6
2021-09-22,15.5,15.12,15.01
2021-09-23,15.82,15.62,15.4
2021-09-24,15.36,15.77,15.33
2021-09-27,15.49,15.38,15.07
2021-09-28,15.15,15.4,15.12
2021-09-29,14.48,15.15,14.43
2021-09-30,14.54,14.5,14.4
2021-10-08,14.65,14.67,14.4
2021-10-11,14.86,14.65,14.56
2021-10-12,14.51,14.71,14.36
2021-10-13,14.58,14.52,14.23
2021-10-14,14.84,14.52,14.46
2021-10-15,14.75,14.84,14.74
","date,20日,close
2020-09-03,22.63526203646592,22.2
2020-09-04,22.524277577490693,22.51
2020-09-07,22.269474743647915,21.86
2020-09-08,21.861419284561734,21.07
2020-09-09,21.368348165992078,20.43
2020-09-10,20.857036640366765,19.98
2020-09-11,20.48345346750351,20.11
2020-09-14,20.177700633982752,20.06
2020-09-15,19.988255365648186,20.24
2020-09-16,19.77527447805157,19.96
2020-09-17,19.613343205089357,19.95
2020-09-18,19.602317702730346,20.36
2020-09-21,19.717035225692825,20.78
2020-09-22,19.66643170270512,20.17
2020-09-23,19.552188607709102,19.84
2020-09-24,19.302564888282916,19.19
2020-09-25,19.173210575585184,19.43
2020-09-28,18.935072092057325,18.87
2020-09-29,18.885629157352742,19.38
2020-09-30,18.860940165927527,19.39
2020-10-09,18.920767574200198,19.65
2020-10-12,19.15007479853829,20.3
2020-10-13,19.267625728206333,19.99
2020-10-14,19.222105774560553,19.41
2020-10-15,19.179816862294167,19.36
2020-10-16,19.090600335430853,19.12
2020-10-19,19.167710748329544,19.67
2020-10-20,19.175592863679014,19.43
2020-10-21,19.11573047897212,19.15
2020-10-22,19.03123815722523,18.99
2020-10-23,18.96544938201944,18.98
2020-10-26,18.76710798632101,18.4
2020-10-27,18.546141958459256,18.15
2020-10-28,18.302149960928922,17.88
2020-10-29,18.081575497765623,17.77
2020-10-30,17.790114935644088,17.31
2020-11-02,17.41810108774574,16.76
2020-11-03,17.391122924142703,17.79
2020-11-04,17.35907161744486,17.71
2020-11-05,17.405341749787468,17.95
2020-11-06,17.408686092814367,17.78
2020-11-09,17.617353106976864,18.54
2020-11-10,17.71022527837087,18.21
2020-11-11,17.63955609772676,17.62
2020-11-12,17.530477603209494,17.4
2020-11-13,17.501540477877448,17.61
2020-11-16,17.519985545504767,17.75
2020-11-17,17.864717357672024,19.0
2020-11-18,18.15094861204494,19.0
2020-11-19,18.449539925716007,19.24
2020-11-20,18.634572636352186,19.01
2020-11-23,18.911992480233465,19.5
2020-11-24,18.99920784554116,18.97
2020-11-25,19.01020152771389,18.75
2020-11-26,19.10387735589275,19.09
2020-11-27,19.161308537182343,19.03
2020-11-30,19.29772403333048,19.39
2020-12-01,19.433573453056745,19.5
2020-12-02,19.685117531150606,20.06
2020-12-03,19.911224217932972,20.16
2020-12-04,20.048056956024098,20.0
2020-12-07,19.93998234113919,19.18
2020-12-08,19.779561998613744,18.93
2020-12-09,19.57216868977374,18.66
2020-12-10,19.31204024384449,18.33
2020-12-11,19.03097493213327,18.08
2020-12-14,18.928898676863955,18.58
2020-12-15,18.93811761055517,18.94
2020-12-16,18.82083757997091,18.46
2020-12-17,18.748152624498708,18.55
2020-12-18,18.64762899595544,18.39
2020-12-21,18.597371762593497,18.51
2020-12-22,18.32405211021863,17.61
2020-12-23,18.151648761598118,17.8
2020-12-24,18.13035424870083,18.25
2020-12-25,18.048938601507,17.99
2020-12-28,17.91061243965878,17.7
2020-12-29,17.803899586812232,17.71
2020-12-30,17.723493690344014,17.72
2020-12-31,17.771212969973718,18.14
2021-01-04,18.100001154592405,19.24
2021-01-05,18.569411042970184,20.0
2021-01-06,18.772934768307536,19.3
2021-01-07,18.860712000866528,19.0
2021-01-08,18.87893882668138,18.8
2021-01-11,18.89189848033727,18.8
2021-01-12,19.056167798182376,19.4
2021-01-13,19.136409050513727,19.2
2021-01-14,19.222546349782426,19.29
2021-01-15,19.07718297013065,18.47
2021-01-18,18.95013998105454,18.45
2021-01-19,18.768932278074114,18.16
2021-01-20,18.601370810598397,18.09
2021-01-21,18.879103919212312,19.69
2021-01-22,19.06454652490131,19.53
2021-01-25,19.064300610268116,18.95
2021-01-26,18.66006874056328,17.4
2021-01-27,18.336145531423078,17.43
2021-01-28,18.30040003699174,18.31
2021-01-29,18.039759140506405,17.41
2021-02-01,17.81617856318293,17.36
2021-02-02,17.67335517373055,17.5
2021-02-03,17.39250058139822,16.85
2021-02-04,17.220002069250047,17.05
2021-02-05,17.038541672456184,16.87
2021-02-08,16.580593504738978,15.65
2021-02-09,16.227042421438146,15.7
2021-02-10,15.911359961212536,15.56
2021-02-18,15.77054966021338,15.97
2021-02-19,15.744933719854387,16.27
2021-02-22,15.774480722136214,16.42
2021-02-23,15.778481205171516,16.3
2021-02-24,15.76603902120004,16.2
2021-02-25,15.89518282041054,16.7
2021-02-26,15.926654538794779,16.38
2021-03-01,15.9757816546268,16.44
2021-03-02,16.046444038628653,16.53
2021-03-03,16.102842577413313,16.5
2021-03-04,16.115694143936086,16.35
2021-03-05,16.08197112827603,16.16
2021-03-08,16.079867570933388,16.24
2021-03-09,15.84145209949557,15.31
2021-03-10,15.620020864715194,15.19
2021-03-11,15.496379553671307,15.39
2021-03-12,15.362541654773612,15.24
2021-03-15,15.246570834464851,15.19
2021-03-16,15.181776651555829,15.28
2021-03-17,15.148540374907306,15.33
2021-03-18,15.115018072703322,15.28
2021-03-19,15.073225526406198,15.2
2021-03-22,15.099660129712792,15.41
2021-03-23,15.085606035439639,15.25
2021-03-24,15.113204024231532,15.38
2021-03-25,15.127804807559048,15.33
2021-03-26,15.14946356998107,15.35
2021-03-29,15.295789593186761,15.83
2021-03-30,15.41891655403344,15.83
2021-03-31,15.44945614160374,15.55
2021-04-01,15.504749018764581,15.66
2021-04-02,15.582496890217747,15.78
2021-04-06,15.748152151052896,16.17
2021-04-07,16.013526332631546,16.67
2021-04-08,16.48639166633912,17.66
2021-04-09,16.826257805614848,17.49
2021-04-12,17.130417223594584,17.61
2021-04-13,17.42200808938761,17.8
2021-04-14,17.709808953183995,18.02
2021-04-15,17.879221403291123,17.8
2021-04-16,18.199952151751937,18.54
2021-04-19,18.407708074012284,18.37
2021-04-20,18.4650713394154,17.98
2021-04-21,18.723438650306676,18.84
2021-04-22,18.873772763209686,18.65
2021-04-23,19.028600047719156,18.82
2021-04-26,18.717506872723483,17.18
2021-04-27,18.482631115131056,17.3
2021-04-28,18.273321159918446,17.27
2021-04-29,17.9076853671801,16.55
2021-04-30,17.359005588323583,15.61
2021-05-06,16.909673361817692,15.62
2021-05-07,16.49523260277036,15.44
2021-05-10,16.19469387737072,15.58
2021-05-11,16.074801263294358,16.05
2021-05-12,15.942904321864805,15.9
2021-05-13,15.79383717876015,15.72
2021-05-14,15.763478461857105,16.05
2021-05-17,15.76822156169209,16.14
2021-05-18,15.759957234354186,16.07
2021-05-19,15.787439886867041,16.18
2021-05-20,15.763435994698803,15.98
2021-05-21,15.702188956069772,15.8
2021-05-24,15.67785219148168,15.88
2021-05-25,15.727778274162564,16.13
2021-05-26,15.786278386398756,16.18
2021-05-27,15.882376275888042,16.35
2021-05-28,15.891892267315836,16.07
2021-05-31,16.0012413058315,16.45
2021-06-01,16.10103614571194,16.48
2021-06-02,16.091150376606716,16.12
2021-06-03,16.043007890242343,15.96
2021-06-04,15.99992044544797,15.94
2021-06-07,15.963707183089234,15.93
2021-06-08,15.920255684015018,15.87
2021-06-09,16.00844282468576,16.34
2021-06-10,16.09780151510434,16.4
2021-06-11,16.06823186049116,16.0
2021-06-15,16.039640832919552,15.98
2021-06-16,16.09753320441084,16.29
2021-06-17,16.117134545653286,16.18
2021-06-18,16.185531786973957,16.38
2021-06-21,16.30915255441377,16.64
2021-06-22,16.345157561579292,16.39
2021-06-23,16.342739618533738,16.27
2021-06-24,16.308805176418158,16.15
2021-06-25,16.298477949485243,16.22
2021-06-28,16.305020530445468,16.28
2021-06-29,16.27352464892742,16.14
2021-06-30,16.260255634562853,16.19
2021-07-01,16.072699558770708,15.51
2021-07-02,15.732650953347324,14.79
2021-07-05,15.510376238703824,15.0
2021-07-06,15.315874436230214,14.94
2021-07-07,15.165794384589919,14.96
2021-07-08,15.089082362976185,15.12
2021-07-09,14.976802119372312,14.91
2021-07-12,14.910847465435332,14.99
2021-07-13,14.846679415334957,14.93
2021-07-14,14.742514015079784,14.71
2021-07-15,14.577214946498053,14.38
2021-07-16,14.489360757471623,14.54
2021-07-19,14.387414475951935,14.4
2021-07-20,14.33632040739197,14.5
2021-07-21,14.311318873721515,14.54
2021-07-22,14.304902644852213,14.57
2021-07-23,14.26672220201958,14.42
2021-07-26,14.215267389606744,14.32
2021-07-27,14.103554753596237,14.03
2021-07-28,13.797360671954944,13.18
2021-07-29,13.584322262736743,13.3
2021-07-30,13.484830689024804,13.56
2021-08-02,13.4994109337581,13.9
2021-08-03,13.563022857304563,14.07
2021-08-04,13.632380562965706,14.11
2021-08-05,13.757531687964383,14.35
2021-08-06,13.81332217633987,14.15
2021-08-09,13.868575169923691,14.17
2021-08-10,13.985040237298533,14.43
2021-08-11,14.065291886719992,14.36
2021-08-12,14.091805326650112,14.2
2021-08-13,14.076452662127371,14.05
2021-08-16,14.034419509221978,13.93
2021-08-17,13.931643779726068,13.66
2021-08-18,13.893505625987522,13.83
2021-08-19,13.89033364127974,13.93
2021-08-20,13.86125504526035,13.82
2021-08-23,13.914638285037524,14.11
2021-08-24,13.970452167386872,14.15
2021-08-25,14.025224702563014,14.18
2021-08-26,14.050198002647596,14.1
2021-08-27,13.967471460778363,13.7
2021-08-30,14.255742702759012,15.07
2021-08-31,14.675873986279104,15.78
2021-09-01,15.427655205024124,17.36
2021-09-02,15.947263364320257,17.01
2021-09-03,16.219207054631564,16.45
2021-09-06,16.6290858534498,17.21
2021-09-07,16.93786680386077,17.15
2021-09-08,17.15477588504018,17.06
2021-09-09,17.5317629382207,17.88
2021-09-10,17.608349576964248,17.04
2021-09-13,17.607190001909885,16.85
2021-09-14,17.434048444268075,16.24
2021-09-15,17.18102184197473,15.86
2021-09-16,16.82295416227511,15.32
2021-09-17,16.645709675446813,15.8
2021-09-22,16.416100465736783,15.5
2021-09-23,16.30593076963433,15.82
2021-09-24,16.09245778295392,15.36
2021-09-27,15.94858664191857,15.49
2021-09-28,15.740945276871585,15.15
2021-09-29,15.39659900235914,14.48
2021-09-30,15.131252183061314,14.54
2021-10-08,14.945163445526434,14.65
2021-10-11,14.851002881763963,14.86
2021-10-12,14.687440440655482,14.51
2021-10-13,14.576506628837597,14.58
2021-10-14,14.558444871318653,14.84
2021-10-15,14.525717789994545,14.75
"
1682,CN,technical,2020年10月11日至2021年01月01日，浙能电力股价跌破10日三指数移动平均线的次数是多少？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,15.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2020-07-10,3.63,3.67,3.62
2020-07-13,3.68,3.63,3.62
2020-07-14,3.66,3.7,3.62
2020-07-15,3.62,3.66,3.61
2020-07-16,3.54,3.62,3.53
2020-07-17,3.53,3.55,3.51
2020-07-20,3.64,3.54,3.53
2020-07-21,3.61,3.64,3.59
2020-07-22,3.59,3.61,3.59
2020-07-23,3.59,3.58,3.51
2020-07-24,3.52,3.57,3.51
2020-07-27,3.5,3.52,3.48
2020-07-28,3.51,3.52,3.5
2020-07-29,3.53,3.51,3.49
2020-07-30,3.52,3.53,3.51
2020-07-31,3.53,3.51,3.49
2020-08-03,3.56,3.53,3.52
2020-08-04,3.54,3.55,3.53
2020-08-05,3.53,3.54,3.51
2020-08-06,3.53,3.54,3.51
2020-08-07,3.49,3.53,3.45
2020-08-10,3.53,3.49,3.48
2020-08-11,3.51,3.52,3.5
2020-08-12,3.51,3.5,3.46
2020-08-13,3.54,3.51,3.5
2020-08-14,3.55,3.54,3.52
2020-08-17,3.6,3.55,3.53
2020-08-18,3.59,3.59,3.57
2020-08-19,3.65,3.58,3.58
2020-08-20,3.63,3.65,3.61
2020-08-21,3.63,3.63,3.61
2020-08-24,3.61,3.63,3.61
2020-08-25,3.6,3.63,3.57
2020-08-26,3.64,3.67,3.62
2020-08-27,3.73,3.65,3.64
2020-08-28,3.82,3.72,3.71
2020-08-31,3.8,3.85,3.78
2020-09-01,3.89,3.79,3.78
2020-09-02,3.86,3.9,3.8
2020-09-03,3.91,3.91,3.87
2020-09-04,3.88,3.88,3.84
2020-09-07,3.81,3.88,3.8
2020-09-08,3.94,3.8,3.8
2020-09-09,3.87,3.91,3.85
2020-09-10,3.84,3.93,3.82
2020-09-11,3.82,3.85,3.81
2020-09-14,3.86,3.85,3.82
2020-09-15,3.86,3.88,3.82
2020-09-16,3.84,3.87,3.83
2020-09-17,3.86,3.83,3.81
2020-09-18,3.92,3.86,3.86
2020-09-21,3.87,3.92,3.87
2020-09-22,3.81,3.87,3.8
2020-09-23,3.75,3.82,3.74
2020-09-24,3.7,3.75,3.65
2020-09-25,3.68,3.69,3.66
2020-09-28,3.68,3.67,3.65
2020-09-29,3.72,3.68,3.67
2020-09-30,3.63,3.71,3.62
2020-10-09,3.75,3.66,3.64
2020-10-12,3.75,3.74,3.72
2020-10-13,3.75,3.75,3.73
2020-10-14,3.75,3.75,3.72
2020-10-15,3.7,3.74,3.69
2020-10-16,3.71,3.71,3.68
2020-10-19,3.69,3.71,3.66
2020-10-20,3.65,3.67,3.62
2020-10-21,3.64,3.64,3.62
2020-10-22,3.67,3.64,3.62
2020-10-23,3.64,3.66,3.63
2020-10-26,3.61,3.64,3.6
2020-10-27,3.61,3.6,3.59
2020-10-28,3.61,3.6,3.59
2020-10-29,3.58,3.59,3.55
2020-10-30,3.59,3.62,3.58
2020-11-02,3.64,3.59,3.59
2020-11-03,3.65,3.66,3.64
2020-11-04,3.65,3.65,3.62
2020-11-05,3.68,3.66,3.65
2020-11-06,3.69,3.69,3.66
2020-11-09,3.71,3.69,3.68
2020-11-10,3.69,3.72,3.66
2020-11-11,3.7,3.68,3.68
2020-11-12,3.73,3.7,3.69
2020-11-13,3.69,3.72,3.66
2020-11-16,3.78,3.7,3.69
2020-11-17,3.76,3.78,3.74
2020-11-18,3.77,3.77,3.76
2020-11-19,3.77,3.77,3.75
2020-11-20,3.79,3.79,3.75
2020-11-23,3.8,3.79,3.76
2020-11-24,3.78,3.79,3.77
2020-11-25,3.76,3.79,3.75
2020-11-26,3.81,3.77,3.75
2020-11-27,3.79,3.8,3.75
2020-11-30,3.77,3.79,3.77
2020-12-01,3.74,3.76,3.71
2020-12-02,3.71,3.73,3.69
2020-12-03,3.67,3.7,3.65
2020-12-04,3.65,3.68,3.61
2020-12-07,3.62,3.65,3.61
2020-12-08,3.63,3.62,3.6
2020-12-09,3.62,3.63,3.61
2020-12-10,3.62,3.61,3.58
2020-12-11,3.67,3.61,3.59
2020-12-14,3.62,3.64,3.6
2020-12-15,3.62,3.62,3.59
2020-12-16,3.61,3.61,3.59
2020-12-17,3.68,3.61,3.6
2020-12-18,3.74,3.7,3.69
2020-12-21,3.71,3.72,3.68
2020-12-22,3.63,3.7,3.62
2020-12-23,3.66,3.63,3.62
2020-12-24,3.6,3.66,3.59
2020-12-25,3.63,3.6,3.6
2020-12-28,3.75,3.65,3.64
2020-12-29,3.64,3.76,3.63
2020-12-30,3.64,3.63,3.62
2020-12-31,3.63,3.64,3.62
","date,10日,close
2020-08-18,3.5787635756932468,3.59
2020-08-19,3.616461133530265,3.65
2020-08-20,3.631596374665656,3.63
2020-08-21,3.6403481538592604,3.63
2020-08-24,3.6357328891964453,3.61
2020-08-25,3.6268238098198724,3.6
2020-08-26,3.6379212456970813,3.64
2020-08-27,3.6851224209376925,3.73
2020-08-28,3.75609768355659,3.82
2020-08-31,3.7923842893509385,3.8
2020-09-01,3.85456394442249,3.89
2020-09-02,3.8792880633403195,3.86
2020-09-03,3.914795511967201,3.91
2020-09-04,3.9212599998288273,3.88
2020-09-07,3.890299785219789,3.81
2020-09-08,3.9254149864723433,3.94
2020-09-09,3.91461906445369,3.87
2020-09-10,3.891340922730921,3.84
2020-09-11,3.8648546659771212,3.82
2020-09-14,3.864044481798829,3.86
2020-09-15,3.862738040984802,3.86
2020-09-16,3.852211368554771,3.84
2020-09-17,3.8538273363992537,3.86
2020-09-18,3.8818249073984794,3.92
2020-09-21,3.877538384637158,3.87
2020-09-22,3.847017320336979,3.81
2020-09-23,3.799335718181273,3.75
2020-09-24,3.7454079462343866,3.7
2020-09-25,3.701697229282381,3.68
2020-09-28,3.6745643473592593,3.68
2020-09-29,3.6770003168713448,3.72
2020-09-30,3.640365751220318,3.63
2020-10-09,3.672599903429434,3.75
2020-10-12,3.696393285117395,3.75
2020-10-13,3.7138121361767613,3.75
2020-10-14,3.7264390138022114,3.75
2020-10-15,3.712867860963125,3.7
2020-10-16,3.7088331067964493,3.71
2020-10-19,3.6976829516238774,3.69
2020-10-20,3.6727723359357016,3.65
2020-10-21,3.652441793137432,3.64
2020-10-22,3.65353700673003,3.67
2020-10-23,3.6418478744010323,3.64
2020-10-26,3.6215497023861705,3.61
2020-10-27,3.6091900731238558,3.61
2020-10-28,3.602260492002822,3.61
2020-10-29,3.5853866979358893,3.58
2020-10-30,3.5799816756876774,3.59
2020-11-02,3.6003526593231188,3.64
2020-11-03,3.6195702642304473,3.65
2020-11-04,3.633012799734404,3.65
2020-11-05,3.6557915770780394,3.68
2020-11-06,3.675412916038983,3.69
2020-11-09,3.697076966323169,3.71
2020-11-10,3.7017008144969807,3.69
2020-11-11,3.7083439863052043,3.7
2020-11-12,3.7253813933570723,3.73
2020-11-13,3.7176088884087455,3.69
2020-11-16,3.7520710293045916,3.78
2020-11-17,3.7649215099765856,3.76
2020-11-18,3.776611263269946,3.77
2020-11-19,3.7829553578501534,3.77
2020-11-20,3.7947866477451644,3.79
2020-11-23,3.8057835594093046,3.8
2020-11-24,3.8026330841774105,3.78
2020-11-25,3.790129449972017,3.76
2020-11-26,3.8033289961395518,3.81
2020-11-27,3.8021933350699086,3.79
2020-11-30,3.791488796410194,3.77
2020-12-01,3.7700811054965984,3.74
2020-12-02,3.741881562824118,3.71
2020-12-03,3.7050906110721398,3.67
2020-12-04,3.672149312434885,3.65
2020-12-07,3.637788324288298,3.62
2020-12-08,3.6210145745927953,3.63
2020-12-09,3.6072150812449815,3.62
2020-12-10,3.5999755078489724,3.62
2020-12-11,3.6196947384319396,3.67
2020-12-14,3.611891789785444,3.62
2020-12-15,3.608000440738077,3.62
2020-12-16,3.602139857334098,3.61
2020-12-17,3.631070511323219,3.68
2020-12-18,3.6784070947685783,3.74
2020-12-21,3.696592380043977,3.71
2020-12-22,3.6720777941712175,3.63
2020-12-23,3.6688395896214208,3.66
2020-12-24,3.6393920665105752,3.6
2020-12-25,3.633396221023904,3.63
2020-12-28,3.6840680098695184,3.75
2020-12-29,3.668188509341125,3.64
2020-12-30,3.657238102751815,3.64
2020-12-31,3.6453152332203005,3.63
"
1683,CN,technical,在2023年07月21日-2023年11月29日，红塔证券的价格有多少次突破5日三指数移动平均线？（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,23.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2023-06-07,7.81,7.85,7.77
2023-06-08,7.84,7.82,7.72
2023-06-09,7.75,7.81,7.68
2023-06-12,7.73,7.73,7.63
2023-06-13,7.74,7.69,7.68
2023-06-14,7.68,7.73,7.67
2023-06-15,7.77,7.68,7.66
2023-06-16,7.79,7.77,7.73
2023-06-19,7.81,7.79,7.75
2023-06-20,7.69,7.8,7.68
2023-06-21,7.5,7.72,7.49
2023-06-26,7.36,7.45,7.35
2023-06-27,7.45,7.37,7.36
2023-06-28,7.43,7.44,7.35
2023-06-29,7.37,7.43,7.37
2023-06-30,7.45,7.36,7.36
2023-07-03,7.59,7.48,7.46
2023-07-04,7.58,7.57,7.55
2023-07-05,7.5,7.57,7.49
2023-07-06,7.45,7.49,7.44
2023-07-07,7.49,7.41,7.41
2023-07-10,7.51,7.51,7.49
2023-07-11,7.56,7.51,7.5
2023-07-12,7.46,7.54,7.44
2023-07-13,7.57,7.48,7.47
2023-07-14,7.56,7.58,7.55
2023-07-17,7.53,7.53,7.47
2023-07-18,7.53,7.56,7.51
2023-07-19,7.56,7.53,7.49
2023-07-20,7.48,7.59,7.46
2023-07-21,7.47,7.46,7.45
2023-07-24,7.43,7.47,7.4
2023-07-25,7.74,7.65,7.56
2023-07-26,7.74,7.74,7.65
2023-07-27,7.65,7.74,7.63
2023-07-28,8.11,7.63,7.62
2023-07-31,8.14,8.15,8.07
2023-08-01,8.26,8.09,8.05
2023-08-02,8.4,8.19,8.15
2023-08-03,8.8,8.47,8.33
2023-08-04,8.78,8.9,8.71
2023-08-07,9.03,8.68,8.59
2023-08-08,8.73,8.87,8.47
2023-08-09,9.06,8.72,8.71
2023-08-10,9.97,9.3,9.18
2023-08-11,8.97,9.35,8.97
2023-08-14,8.51,8.55,8.39
2023-08-15,8.67,8.43,8.36
2023-08-16,8.65,8.5,8.41
2023-08-17,8.7,8.55,8.5
2023-08-18,8.48,8.7,8.48
2023-08-21,8.26,8.35,8.24
2023-08-22,8.38,8.31,8.15
2023-08-23,8.13,8.32,8.12
2023-08-24,8.15,8.22,8.13
2023-08-25,8.15,8.0,7.97
2023-08-28,8.37,8.97,8.32
2023-08-29,8.44,8.3,8.12
2023-08-30,8.2,8.37,8.17
2023-08-31,7.99,8.12,7.98
2023-09-01,7.95,8.02,7.85
2023-09-04,7.97,7.94,7.86
2023-09-05,7.92,7.98,7.87
2023-09-06,7.92,7.9,7.86
2023-09-07,7.83,7.9,7.82
2023-09-08,7.83,7.8,7.73
2023-09-11,7.93,7.86,7.75
2023-09-12,7.86,7.89,7.83
2023-09-13,7.72,7.86,7.7
2023-09-14,7.7,7.73,7.67
2023-09-15,7.74,7.72,7.65
2023-09-18,7.71,7.7,7.63
2023-09-19,7.7,7.69,7.67
2023-09-20,7.66,7.71,7.64
2023-09-21,7.63,7.63,7.61
2023-09-22,7.79,7.6,7.6
2023-09-25,7.61,7.73,7.6
2023-09-26,7.61,7.62,7.61
2023-09-27,7.63,7.6,7.6
2023-09-28,7.74,7.66,7.63
2023-10-09,7.69,7.65,7.57
2023-10-10,7.68,7.74,7.65
2023-10-11,7.64,7.71,7.62
2023-10-12,7.73,7.74,7.66
2023-10-13,7.64,7.68,7.63
2023-10-16,7.66,7.63,7.57
2023-10-17,7.72,7.69,7.65
2023-10-18,7.66,7.7,7.65
2023-10-19,7.71,7.63,7.6
2023-10-20,7.81,7.67,7.65
2023-10-23,7.75,7.78,7.61
2023-10-24,7.96,7.73,7.7
2023-10-25,7.86,7.98,7.83
2023-10-26,7.85,7.8,7.75
2023-10-27,7.84,7.8,7.77
2023-10-30,7.79,7.82,7.76
2023-10-31,7.8,7.78,7.76
2023-11-01,7.79,7.85,7.77
2023-11-02,7.64,7.8,7.63
2023-11-03,7.69,7.61,7.61
2023-11-06,7.92,7.89,7.77
2023-11-07,8.06,7.91,7.86
2023-11-08,7.97,8.03,7.91
2023-11-09,7.92,7.96,7.88
2023-11-10,7.94,7.89,7.88
2023-11-13,8.05,7.9,7.87
2023-11-14,8.12,8.0,8.0
2023-11-15,8.08,8.17,8.07
2023-11-16,8.02,8.06,8.01
2023-11-17,8.01,7.99,7.94
2023-11-20,8.0,8.0,7.95
2023-11-21,7.95,8.02,7.94
2023-11-22,7.83,7.94,7.82
2023-11-23,7.88,7.81,7.81
2023-11-24,7.8,7.88,7.8
2023-11-27,7.78,7.8,7.72
2023-11-28,7.78,7.77,7.75
2023-11-29,7.78,7.78,7.76
","date,5日,close
2023-06-27,7.396965727772855,7.45
2023-06-28,7.394233261808722,7.43
2023-06-29,7.359501667269851,7.37
2023-06-30,7.4076451270237325,7.45
2023-07-03,7.532394182668022,7.59
2023-07-04,7.5803731344213965,7.58
2023-07-05,7.5413007295887535,7.5
2023-07-06,7.485405926665438,7.45
2023-07-07,7.4880769944485035,7.49
2023-07-10,7.503775932480496,7.51
2023-07-11,7.545791702486082,7.56
2023-07-12,7.492645715575506,7.46
2023-07-13,7.545724993015639,7.57
2023-07-14,7.561490277111664,7.56
2023-07-17,7.545390405187812,7.53
2023-07-18,7.536786364749892,7.53
2023-07-19,7.553493752838008,7.56
2023-07-20,7.503980620879958,7.48
2023-07-21,7.475313679383277,7.47
2023-07-24,7.436355050286025,7.43
2023-07-25,7.6401379712847,7.74
2023-07-26,7.728932521264567,7.74
2023-07-27,7.697712206826866,7.65
2023-07-28,8.000962673089042,8.11
2023-07-31,8.145400187820647,8.14
2023-08-01,8.276246354286087,8.26
2023-08-02,8.413725842763629,8.4
2023-08-03,8.736278824351924,8.8
2023-08-04,8.84055174110377,8.78
2023-08-07,9.03568752166828,9.03
2023-08-08,8.884722003154321,8.73
2023-08-09,9.030172271077976,9.06
2023-08-10,9.720548544370425,9.97
2023-08-11,9.294488728238166,8.97
2023-08-14,8.756815625783304,8.51
2023-08-15,8.63336436780326,8.67
2023-08-16,8.580823079966013,8.65
2023-08-17,8.609550151241251,8.7
2023-08-18,8.481221934469529,8.48
2023-08-21,8.282546802088799,8.26
2023-08-22,8.295923662289704,8.38
2023-08-23,8.142517346822356,8.13
2023-08-24,8.104187381581044,8.15
2023-08-25,8.102699385855159,8.15
2023-08-28,8.269079995327404,8.37
2023-08-29,8.397282996649711,8.44
2023-08-30,8.28251841015331,8.2
2023-08-31,8.081349860426231,7.99
2023-09-01,7.968536802618331,7.95
2023-09-04,7.942316283232305,7.97
2023-09-05,7.905501973470159,7.92
2023-09-06,7.897852399702675,7.92
2023-09-07,7.838314400180636,7.83
2023-09-08,7.818529889193311,7.83
2023-09-11,7.886448696576194,7.93
2023-09-12,7.870654400207421,7.86
2023-09-13,7.7663490240001565,7.72
2023-09-14,7.709291794857442,7.7
2023-09-15,7.717719528146501,7.74
2023-09-18,7.70530155914979,7.71
2023-09-19,7.696396871839786,7.7
2023-09-20,7.667271525004745,7.66
2023-09-21,7.636103238415636,7.63
2023-09-22,7.738110183295994,7.79
2023-09-25,7.657274278335508,7.61
2023-09-26,7.621469271806911,7.61
2023-09-27,7.621938819402331,7.63
2023-09-28,7.701851729235606,7.74
2023-10-09,7.701924076099774,7.69
2023-10-10,7.693064756004615,7.68
2023-10-11,7.659668293279342,7.64
2023-10-12,7.708042564063578,7.73
2023-10-13,7.665583627756064,7.64
2023-10-16,7.660345553287904,7.66
2023-10-17,7.700814436697673,7.72
2023-10-18,7.676155877235493,7.66
2023-10-19,7.69984674355198,7.71
2023-10-20,7.780245483885585,7.81
2023-10-23,7.771037791845707,7.75
2023-10-24,7.911332492155669,7.96
2023-10-25,7.8976502941127915,7.86
2023-10-26,7.877905499972302,7.85
2023-10-27,7.857857272136639,7.84
2023-10-30,7.811514705528815,7.79
2023-10-31,7.797858381533904,7.8
2023-11-01,7.78602523632913,7.79
2023-11-02,7.676836247066042,7.64
2023-11-03,7.667596884666244,7.69
2023-11-06,7.830826991416037,7.92
2023-11-07,8.002439246852198,8.06
2023-11-08,8.008619359865607,7.97
2023-11-09,7.967564758421924,7.92
2023-11-10,7.957693110164428,7.94
2023-11-13,8.027483389800551,8.05
2023-11-14,8.103987746321687,8.12
2023-11-15,8.1039807833284,8.08
2023-11-16,8.055972983353968,8.02
2023-11-17,8.024486476735756,8.01
2023-11-20,8.002929207763529,8.0
2023-11-21,7.959053626799078,7.95
2023-11-22,7.857382821538858,7.83
2023-11-23,7.852450942979247,7.88
2023-11-24,7.799962902217523,7.8
2023-11-27,7.768475012770526,7.78
2023-11-28,7.76068865754117,7.78
2023-11-29,7.762658898712017,7.78
"
1684,CN,technical,统计中国联通从2021年12月23日到2022年11月13日，股价跌破10日三指数移动平均线的总次数。（平滑系数 alpha 取 2 / (n + 1)；从前 6n 个数据开始计算；初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,41.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3；EMA1 = EMA_n(P)；EMA2 = EMA_n(EMA1)；EMA3 = EMA_n(EMA2),"date,close,open,low
2021-09-23,4.17,4.18,4.16
2021-09-24,4.14,4.18,4.14
2021-09-27,4.09,4.14,4.08
2021-09-28,4.11,4.09,4.08
2021-09-29,4.1,4.1,4.07
2021-09-30,4.11,4.1,4.08
2021-10-08,4.18,4.13,4.12
2021-10-11,4.21,4.18,4.17
2021-10-12,4.2,4.21,4.17
2021-10-13,4.19,4.2,4.18
2021-10-14,4.18,4.2,4.16
2021-10-15,4.22,4.18,4.16
2021-10-18,4.23,4.22,4.21
2021-10-19,4.22,4.22,4.21
2021-10-20,4.19,4.22,4.17
2021-10-21,4.17,4.19,4.15
2021-10-22,4.11,4.16,4.1
2021-10-25,4.11,4.1,4.08
2021-10-26,4.08,4.11,4.08
2021-10-27,4.04,4.08,4.01
2021-10-28,4.05,4.03,4.01
2021-10-29,4.08,4.04,4.04
2021-11-01,4.1,4.08,4.05
2021-11-02,4.04,4.09,4.02
2021-11-03,4.03,4.04,4.03
2021-11-04,4.04,4.04,4.03
2021-11-05,4.05,4.04,4.02
2021-11-08,4.03,4.03,4.02
2021-11-09,4.04,4.03,4.02
2021-11-10,4.01,4.03,3.98
2021-11-11,4.03,4.0,3.99
2021-11-12,4.01,4.04,4.01
2021-11-15,4.02,4.02,4.01
2021-11-16,4.02,4.02,4.01
2021-11-17,3.98,3.98,3.97
2021-11-18,3.94,3.98,3.94
2021-11-19,3.97,3.94,3.93
2021-11-22,3.96,3.97,3.94
2021-11-23,3.95,3.95,3.94
2021-11-24,3.95,3.95,3.93
2021-11-25,3.94,3.95,3.93
2021-11-26,3.91,3.93,3.9
2021-11-29,3.87,3.88,3.85
2021-11-30,3.88,3.87,3.86
2021-12-01,3.91,3.88,3.87
2021-12-02,3.9,3.91,3.89
2021-12-03,3.91,3.9,3.87
2021-12-06,3.9,3.91,3.88
2021-12-07,3.92,3.91,3.9
2021-12-08,3.92,3.93,3.9
2021-12-09,3.94,3.92,3.91
2021-12-10,3.95,3.93,3.93
2021-12-13,3.94,3.95,3.93
2021-12-14,3.93,3.94,3.92
2021-12-15,3.93,3.93,3.92
2021-12-16,3.95,3.93,3.91
2021-12-17,3.96,3.94,3.93
2021-12-20,3.97,3.96,3.95
2021-12-21,3.97,3.98,3.95
2021-12-22,3.94,3.98,3.93
2021-12-23,3.93,3.94,3.92
2021-12-24,3.92,3.93,3.91
2021-12-27,3.93,3.92,3.91
2021-12-28,3.93,3.94,3.92
2021-12-29,3.92,3.93,3.91
2021-12-30,3.92,3.92,3.91
2021-12-31,3.93,3.93,3.91
2022-01-04,3.99,3.94,3.92
2022-01-05,3.98,3.99,3.95
2022-01-06,3.96,3.98,3.94
2022-01-07,3.99,3.96,3.95
2022-01-10,4.03,4.0,3.99
2022-01-11,4.03,4.03,4.01
2022-01-12,4.01,4.02,3.99
2022-01-13,4.01,4.02,4.0
2022-01-14,3.97,4.01,3.97
2022-01-17,3.97,3.98,3.97
2022-01-18,4.02,3.98,3.97
2022-01-19,4.01,4.01,3.99
2022-01-20,4.01,4.01,3.99
2022-01-21,4.0,4.0,3.97
2022-01-24,3.97,4.0,3.96
2022-01-25,3.82,3.96,3.82
2022-01-26,3.81,3.83,3.79
2022-01-27,3.71,3.8,3.7
2022-01-28,3.71,3.72,3.7
2022-02-07,3.76,3.73,3.71
2022-02-08,3.92,3.76,3.75
2022-02-09,4.05,3.93,3.9
2022-02-10,4.01,4.03,3.97
2022-02-11,4.0,4.0,3.98
2022-02-14,3.96,4.0,3.95
2022-02-15,3.93,3.96,3.93
2022-02-16,3.97,3.96,3.95
2022-02-17,3.94,3.96,3.92
2022-02-18,3.96,3.94,3.92
2022-02-21,3.97,3.95,3.93
2022-02-22,3.93,3.95,3.92
2022-02-23,3.93,3.93,3.92
2022-02-24,3.87,3.93,3.82
2022-02-25,3.85,3.88,3.84
2022-02-28,3.82,3.84,3.8
2022-03-01,3.85,3.83,3.82
2022-03-02,3.84,3.83,3.82
2022-03-03,3.86,3.85,3.84
2022-03-04,3.84,3.86,3.83
2022-03-07,3.77,3.83,3.77
2022-03-08,3.72,3.77,3.71
2022-03-09,3.67,3.73,3.55
2022-03-10,3.66,3.72,3.65
2022-03-11,3.69,3.63,3.57
2022-03-14,3.62,3.65,3.62
2022-03-15,3.42,3.59,3.41
2022-03-16,3.52,3.45,3.39
2022-03-17,3.51,3.54,3.49
2022-03-18,3.59,3.49,3.47
2022-03-21,3.53,3.57,3.5
2022-03-22,3.52,3.5,3.49
2022-03-23,3.54,3.53,3.52
2022-03-24,3.54,3.52,3.5
2022-03-25,3.51,3.53,3.5
2022-03-28,3.54,3.49,3.45
2022-03-29,3.53,3.55,3.52
2022-03-30,3.55,3.54,3.52
2022-03-31,3.57,3.54,3.53
2022-04-01,3.58,3.55,3.54
2022-04-06,3.61,3.57,3.56
2022-04-07,3.55,3.6,3.55
2022-04-08,3.56,3.55,3.52
2022-04-11,3.51,3.56,3.49
2022-04-12,3.54,3.5,3.47
2022-04-13,3.53,3.54,3.52
2022-04-14,3.54,3.54,3.53
2022-04-15,3.53,3.53,3.52
2022-04-18,3.51,3.52,3.5
2022-04-19,3.54,3.51,3.5
2022-04-20,3.55,3.55,3.53
2022-04-21,3.48,3.54,3.46
2022-04-22,3.52,3.48,3.45
2022-04-25,3.43,3.5,3.43
2022-04-26,3.43,3.44,3.43
2022-04-27,3.47,3.41,3.39
2022-04-28,3.49,3.46,3.42
2022-04-29,3.52,3.48,3.47
2022-05-05,3.53,3.52,3.51
2022-05-06,3.46,3.5,3.46
2022-05-09,3.48,3.45,3.45
2022-05-10,3.5,3.46,3.44
2022-05-11,3.49,3.49,3.48
2022-05-12,3.49,3.48,3.47
2022-05-13,3.51,3.48,3.48
2022-05-16,3.49,3.51,3.48
2022-05-17,3.51,3.48,3.48
2022-05-18,3.49,3.51,3.48
2022-05-19,3.51,3.47,3.46
2022-05-20,3.54,3.51,3.5
2022-05-23,3.52,3.53,3.5
2022-05-24,3.47,3.51,3.46
2022-05-25,3.48,3.46,3.45
2022-05-26,3.48,3.48,3.45
2022-05-27,3.49,3.48,3.47
2022-05-30,3.48,3.48,3.47
2022-05-31,3.48,3.49,3.46
2022-06-01,3.47,3.48,3.46
2022-06-02,3.47,3.46,3.45
2022-06-06,3.47,3.47,3.45
2022-06-07,3.48,3.47,3.46
2022-06-08,3.48,3.48,3.46
2022-06-09,3.48,3.47,3.46
2022-06-10,3.5,3.47,3.46
2022-06-13,3.46,3.49,3.45
2022-06-14,3.47,3.45,3.41
2022-06-15,3.57,3.46,3.45
2022-06-16,3.52,3.57,3.51
2022-06-17,3.53,3.51,3.47
2022-06-20,3.49,3.52,3.48
2022-06-21,3.49,3.49,3.48
2022-06-22,3.46,3.49,3.46
2022-06-23,3.48,3.46,3.46
2022-06-24,3.48,3.48,3.46
2022-06-27,3.48,3.48,3.47
2022-06-28,3.49,3.48,3.47
2022-06-29,3.45,3.46,3.45
2022-06-30,3.46,3.46,3.45
2022-07-01,3.47,3.47,3.45
2022-07-04,3.46,3.46,3.45
2022-07-05,3.44,3.47,3.43
2022-07-06,3.43,3.44,3.41
2022-07-07,3.42,3.42,3.41
2022-07-08,3.42,3.42,3.42
2022-07-11,3.43,3.43,3.42
2022-07-12,3.44,3.43,3.43
2022-07-13,3.44,3.44,3.43
2022-07-14,3.42,3.44,3.42
2022-07-15,3.38,3.42,3.38
2022-07-18,3.41,3.38,3.38
2022-07-19,3.43,3.41,3.4
2022-07-20,3.44,3.43,3.42
2022-07-21,3.42,3.44,3.42
2022-07-22,3.43,3.43,3.42
2022-07-25,3.43,3.44,3.42
2022-07-26,3.44,3.43,3.41
2022-07-27,3.42,3.44,3.42
2022-07-28,3.43,3.43,3.42
2022-07-29,3.44,3.44,3.42
2022-08-01,3.41,3.43,3.41
2022-08-02,3.34,3.41,3.3
2022-08-03,3.31,3.32,3.3
2022-08-04,3.35,3.32,3.31
2022-08-05,3.39,3.35,3.34
2022-08-08,3.44,3.39,3.38
2022-08-09,3.53,3.46,3.45
2022-08-10,3.57,3.53,3.52
2022-08-11,3.59,3.58,3.57
2022-08-12,3.59,3.6,3.55
2022-08-15,3.55,3.58,3.54
2022-08-16,3.54,3.56,3.52
2022-08-17,3.56,3.54,3.5
2022-08-18,3.52,3.55,3.51
2022-08-19,3.58,3.52,3.51
2022-08-22,3.58,3.57,3.57
2022-08-23,3.55,3.58,3.54
2022-08-24,3.5,3.54,3.5
2022-08-25,3.53,3.51,3.5
2022-08-26,3.53,3.54,3.52
2022-08-29,3.52,3.5,3.49
2022-08-30,3.58,3.51,3.5
2022-08-31,3.55,3.57,3.53
2022-09-01,3.54,3.54,3.53
2022-09-02,3.53,3.54,3.52
2022-09-05,3.56,3.53,3.51
2022-09-06,3.58,3.57,3.55
2022-09-07,3.55,3.58,3.54
2022-09-08,3.58,3.56,3.54
2022-09-09,3.6,3.57,3.56
2022-09-13,3.59,3.6,3.58
2022-09-14,3.54,3.57,3.54
2022-09-15,3.56,3.55,3.53
2022-09-16,3.48,3.55,3.47
2022-09-19,3.45,3.47,3.42
2022-09-20,3.43,3.45,3.43
2022-09-21,3.44,3.43,3.38
2022-09-22,3.42,3.42,3.4
2022-09-23,3.48,3.42,3.4
2022-09-26,3.36,3.47,3.35
2022-09-27,3.41,3.36,3.35
2022-09-28,3.37,3.4,3.37
2022-09-29,3.34,3.39,3.32
2022-09-30,3.35,3.33,3.32
2022-10-10,3.38,3.36,3.35
2022-10-11,3.37,3.38,3.36
2022-10-12,3.42,3.37,3.36
2022-10-13,3.43,3.41,3.39
2022-10-14,3.43,3.43,3.42
2022-10-17,3.43,3.42,3.41
2022-10-18,3.42,3.44,3.41
2022-10-19,3.38,3.42,3.38
2022-10-20,3.41,3.38,3.37
2022-10-21,3.44,3.41,3.4
2022-10-24,3.36,3.44,3.36
2022-10-25,3.34,3.36,3.34
2022-10-26,3.35,3.35,3.34
2022-10-27,3.38,3.36,3.35
2022-10-28,3.34,3.37,3.33
2022-10-31,3.36,3.34,3.32
2022-11-01,3.41,3.36,3.35
2022-11-02,3.75,3.41,3.39
2022-11-03,3.71,3.86,3.65
2022-11-04,3.65,3.65,3.56
2022-11-07,3.58,3.61,3.56
2022-11-08,3.54,3.58,3.52
2022-11-09,3.45,3.47,3.45
2022-11-10,3.46,3.44,3.41
2022-11-11,3.47,3.49,3.45
","date,10日,close
2021-11-08,4.023857452936864,4.03
2021-11-09,4.025753880742328,4.04
2021-11-10,4.0144343576187005,4.01
2021-11-11,4.016836218111962,4.03
2021-11-12,4.010274579803272,4.01
2021-11-15,4.011199464994773,4.02
2021-11-16,4.012545682439824,4.02
2021-11-17,3.99595848480575,3.98
2021-11-18,3.9674126000600527,3.94
2021-11-19,3.962814227655185,3.97
2021-11-22,3.9562989761174787,3.96
2021-11-23,3.948452374077587,3.95
2021-11-24,3.9442211231480764,3.95
2021-11-25,3.937850613827959,3.94
2021-11-26,3.92095918399977,3.91
2021-11-29,3.892574126326121,3.87
2021-11-30,3.8793605329501357,3.88
2021-12-01,3.885529276193992,3.91
2021-12-02,3.886446265095271,3.9
2021-12-03,3.8926626756726947,3.91
2021-12-06,3.893169749938731,3.9
2021-12-07,3.9032438529159887,3.92
2021-12-08,3.910477848576779,3.92
2021-12-09,3.924628895688387,3.94
2021-12-10,3.938647694773837,3.95
2021-12-13,3.943266215074037,3.94
2021-12-14,3.941442450393125,3.93
2021-12-15,3.9398317520898263,3.93
2021-12-16,3.947464864737505,3.95
2021-12-17,3.956731018856429,3.96
2021-12-20,3.9669752084403367,3.97
2021-12-21,3.973229060078879,3.97
2021-12-22,3.9631641772073696,3.94
2021-12-23,3.951330590757811,3.93
2021-12-24,3.938559864108163,3.92
2021-12-27,3.9344516094139093,3.93
2021-12-28,3.9317677624767606,3.93
2021-12-29,3.9255644395064233,3.92
2021-12-30,3.921592049609197,3.92
2021-12-31,3.923701110532035,3.93
2022-01-04,3.952481183999213,3.99
2022-01-05,3.9671551944691257,3.98
2022-01-06,3.967507081201046,3.96
2022-01-07,3.9808103550738325,3.99
2022-01-10,4.007240524976561,4.03
2022-01-11,4.024088187965166,4.03
2022-01-12,4.025208817181576,4.01
2022-01-13,4.024829317813092,4.01
2022-01-14,4.005480467314525,3.97
2022-01-17,3.9918205469027197,3.97
2022-01-18,4.0049504209505695,4.02
2022-01-19,4.008919582304154,4.01
2022-01-20,4.011183304942813,4.01
2022-01-21,4.007785627815269,4.0
2022-01-24,3.9916191190534054,3.97
2022-01-25,3.9128484658907343,3.82
2022-01-26,3.8563439184918167,3.81
2022-01-27,3.7751029077210854,3.71
2022-01-28,3.7235164816157083,3.71
2022-02-07,3.7152013446135146,3.76
2022-02-08,3.7856899002421045,3.92
2022-02-09,3.894379583047991,4.05
2022-02-10,3.9498953979668645,4.01
2022-02-11,3.9818929954522604,4.0
2022-02-14,3.983889356438086,3.96
2022-02-15,3.970173024610954,3.93
2022-02-16,3.977850499872038,3.97
2022-02-17,3.96835494300543,3.94
2022-02-18,3.970110704419363,3.96
2022-02-21,3.975035254012967,3.97
2022-02-22,3.9594928740784106,3.93
2022-02-23,3.9485234328769496,3.93
2022-02-24,3.9137658174101126,3.87
2022-02-25,3.8816078847497444,3.85
2022-02-28,3.8472205199905956,3.82
2022-03-01,3.8389683273968283,3.85
2022-03-02,3.8303390110091233,3.84
2022-03-03,3.8350104950475004,3.86
2022-03-04,3.8303613986214016,3.84
2022-03-07,3.79671282874516,3.77
2022-03-08,3.7528981546844866,3.72
2022-03-09,3.702778617365446,3.67
2022-03-10,3.6671109148133025,3.66
2022-03-11,3.6596445298589093,3.69
2022-03-14,3.625842836823823,3.62
2022-03-15,3.515629283613423,3.42
2022-03-16,3.4908518625109823,3.52
2022-03-17,3.4741663319077905,3.51
2022-03-18,3.503417074083452,3.59
2022-03-21,3.4994500252529113,3.53
2022-03-22,3.4952040942426557,3.52
2022-03-23,3.5040217170522583,3.54
2022-03-24,3.5121393494428865,3.54
2022-03-25,3.505764830692807,3.51
2022-03-28,3.5165567637442923,3.54
2022-03-29,3.5204741851649883,3.53
2022-03-30,3.5330394402859326,3.55
2022-03-31,3.55109108582849,3.57
2022-04-01,3.5679082152536834,3.58
2022-04-06,3.592573567830712,3.61
2022-04-07,3.5814008927864833,3.55
2022-04-08,3.5778156715566363,3.56
2022-04-11,3.5523255773898184,3.51
2022-04-12,3.548630820513141,3.54
2022-04-13,3.5416666016666007,3.53
2022-04-14,3.5416228026523857,3.54
2022-04-15,3.5371891346090214,3.53
2022-04-18,3.525299852661753,3.51
2022-04-19,3.531142813651109,3.54
2022-04-20,3.539810627470533,3.55
2022-04-21,3.514019663145935,3.48
2022-04-22,3.5150499950568657,3.52
2022-04-25,3.475398739059141,3.43
2022-04-26,3.4495111781762593,3.43
2022-04-27,3.4513926641571793,3.47
2022-04-28,3.4628716268298128,3.49
2022-04-29,3.4850358095051477,3.52
2022-05-05,3.5048996118015103,3.53
2022-05-06,3.4866113665719047,3.46
2022-05-09,3.483466399229327,3.48
2022-05-10,3.4906118410509435,3.5
2022-05-11,3.491001416832731,3.49
2022-05-12,3.491302165816329,3.49
2022-05-13,3.500566056088805,3.51
2022-05-16,3.497639856413327,3.49
2022-05-17,3.504594757217931,3.51
2022-05-18,3.500039361778282,3.49
2022-05-19,3.505864961841802,3.51
2022-05-20,3.5231594247300437,3.54
2022-05-23,3.5253294457748217,3.52
2022-05-24,3.503682730447484,3.47
2022-05-25,3.493455366223923,3.48
2022-05-26,3.486641554423197,3.48
2022-05-27,3.48677421102949,3.49
2022-05-30,3.48254502962989,3.48
2022-05-31,3.47993150931144,3.48
2022-06-01,3.473908171720723,3.47
2022-06-02,3.4701700970866356,3.47
2022-06-06,3.468008440616515,3.47
2022-06-07,3.4714334809661853,3.48
2022-06-08,3.474020000995292,3.48
2022-06-09,3.475957777489442,3.48
2022-06-10,3.486441475598753,3.5
2022-06-13,3.4753792203436635,3.46
2022-06-14,3.4725162046409332,3.47
2022-06-15,3.51595613846342,3.57
2022-06-16,3.5221670480731073,3.52
2022-06-17,3.5302128483285973,3.53
2022-06-20,3.5168180923590864,3.49
2022-06-21,3.507291917505703,3.49
2022-06-22,3.4870421487955188,3.46
2022-06-23,3.4825212576649114,3.48
2022-06-24,3.479691279430875,3.48
2022-06-27,3.4780359238424507,3.48
2022-06-28,3.4817029076726285,3.49
2022-06-29,3.466272214606102,3.45
2022-06-30,3.4607570558905656,3.46
2022-07-01,3.4620203543544052,3.47
2022-07-04,3.458759828496024,3.46
2022-07-05,3.44791874248791,3.44
2022-07-06,3.4366028162753492,3.43
2022-07-07,3.4251018159842124,3.42
2022-07-08,3.4181225155447788,3.42
2022-07-11,3.418762251858544,3.43
2022-07-12,3.424458314517771,3.44
2022-07-13,3.4288693675009934,3.44
2022-07-14,3.4232132460740923,3.42
2022-07-15,3.401727999156544,3.38
2022-07-18,3.401489207660864,3.41
2022-07-19,3.4110509061386987,3.43
2022-07-20,3.4224811192056785,3.44
2022-07-21,3.4213466391592693,3.42
2022-07-22,3.4252468437803603,3.43
2022-07-25,3.427941854288995,3.43
2022-07-26,3.434277178425507,3.44
2022-07-27,3.4293913707870263,3.42
2022-07-28,3.4305547124015856,3.43
2022-07-29,3.435798027328664,3.44
2022-08-01,3.42562413098201,3.41
2022-08-02,3.387092632764429,3.34
2022-08-03,3.348095485386234,3.31
2022-08-04,3.3410588541422945,3.35
2022-08-05,3.355680370646687,3.39
2022-08-08,3.389105231124673,3.44
2022-08-09,3.452670972212953,3.53
2022-08-10,3.5128991537377185,3.57
2022-08-11,3.5608337641065324,3.59
2022-08-12,3.590729983575023,3.59
2022-08-15,3.590044844446009,3.55
2022-08-16,3.5825117015347385,3.54
2022-08-17,3.5843260839489153,3.56
2022-08-18,3.5655614047031428,3.52
2022-08-19,3.578629990374564,3.58
2022-08-22,3.5860948602411384,3.58
2022-08-23,3.5762345666154656,3.55
2022-08-24,3.54592639420828,3.5
2022-08-25,3.5386098320293735,3.53
2022-08-26,3.5335177074259305,3.53
2022-08-29,3.5255436592966407,3.52
2022-08-30,3.5474416758242144,3.58
2022-08-31,3.5485110160265134,3.55
2022-09-01,3.5445193219442124,3.54
2022-09-02,3.537204853965984,3.53
2022-09-05,3.5458847791384795,3.56
2022-09-06,3.560744992104935,3.58
2022-09-07,3.556939303614477,3.55
2022-09-08,3.5677230240450495,3.58
2022-09-09,3.5837231106222185,3.6
2022-09-13,3.589457934985217,3.59
2022-09-14,3.5701106562226563,3.54
2022-09-15,3.56583365988545,3.56
2022-09-16,3.5266623721764265,3.48
2022-09-19,3.4871549702576248,3.45
2022-09-20,3.452591664207783,3.43
2022-09-21,3.4354384679074506,3.44
2022-09-22,3.4166460777941703,3.42
2022-09-23,3.4330541206945284,3.48
2022-09-26,3.391410585627148,3.36
2022-09-27,3.387843508143782,3.41
2022-09-28,3.369226671458056,3.37
2022-09-29,3.3450309205915385,3.34
2022-09-30,3.3353351181081803,3.35
2022-10-10,3.3444315729610534,3.38
2022-10-11,3.3477646275520896,3.37
2022-10-12,3.374050146347586,3.42
2022-10-13,3.397158223410555,3.43
2022-10-14,3.413058067754057,3.43
2022-10-17,3.4237260201829307,3.43
2022-10-18,3.426113476857507,3.42
2022-10-19,3.4092805472105168,3.38
2022-10-20,3.411385794748316,3.41
2022-10-21,3.426286411253312,3.44
2022-10-24,3.399841468909681,3.36
2022-10-25,3.3729817776253546,3.34
2022-10-26,3.359863271908431,3.35
2022-10-27,3.365272312973275,3.38
2022-10-28,3.3514003279949938,3.34
2022-10-31,3.3517598078161743,3.36
2022-11-01,3.3752439756291057,3.41
2022-11-02,3.5450780925589807,3.75
2022-11-03,3.6392606171537065,3.71
2022-11-04,3.6716931277720657,3.65
2022-11-07,3.6575956034973567,3.58
2022-11-08,3.6262434981188427,3.54
2022-11-09,3.5615542827585758,3.45
2022-11-10,3.520958802592167,3.46
2022-11-11,3.497602795179244,3.47
"
1685,CN,technical,"东方盛虹2022年07月22日至2023年01月27日, 价格跌破5日赫尔移动平均线有多少次？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。",30.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2022-07-13,16.82,17.21,16.68
2022-07-14,17.85,18.03,16.82
2022-07-15,17.85,18.16,17.8
2022-07-18,17.14,17.88,17.8
2022-07-19,17.09,17.28,17.1
2022-07-20,16.78,17.09,17.09
2022-07-21,16.77,17.05,16.79
2022-07-22,17.15,17.55,16.7
2022-07-25,16.66,17.14,17.01
2022-07-26,16.86,16.89,16.66
2022-07-27,18.55,18.55,16.79
2022-07-28,20.06,20.41,18.55
2022-07-29,19.72,20.4,20.18
2022-08-01,20.01,20.23,19.63
2022-08-02,22.01,22.01,19.77
2022-08-03,20.6,22.46,22.29
2022-08-04,20.59,21.35,20.6
2022-08-05,21.01,21.47,20.8
2022-08-08,22.3,23.0,20.96
2022-08-09,22.93,23.72,22.25
2022-08-10,24.09,24.52,22.8
2022-08-11,23.56,24.83,24.0
2022-08-12,23.23,24.23,23.3
2022-08-15,23.72,24.46,23.1
2022-08-16,23.05,24.04,23.54
2022-08-17,22.55,23.8,23.16
2022-08-18,22.04,22.45,22.42
2022-08-19,22.65,23.23,22.26
2022-08-22,21.84,22.32,21.87
2022-08-23,22.35,22.68,21.79
2022-08-24,21.26,22.32,22.29
2022-08-25,21.0,21.7,21.27
2022-08-26,21.16,21.48,21.11
2022-08-29,21.01,21.66,20.9
2022-08-30,20.23,21.22,21.1
2022-08-31,19.26,20.45,20.25
2022-09-01,18.81,19.39,19.1
2022-09-02,19.16,19.61,18.98
2022-09-05,19.38,20.07,19.16
2022-09-06,20.4,20.65,19.57
2022-09-07,21.79,21.84,20.4
2022-09-08,21.73,21.95,21.67
2022-09-09,20.81,22.23,21.81
2022-09-13,20.39,21.2,21.05
2022-09-14,19.75,20.71,19.81
2022-09-15,18.7,19.9,19.8
2022-09-16,18.48,18.94,18.7
2022-09-19,18.14,18.6,18.15
2022-09-20,18.9,19.38,18.48
2022-09-21,18.79,19.13,18.85
2022-09-22,18.9,19.4,18.63
2022-09-23,19.06,19.47,18.92
2022-09-26,19.54,19.85,18.72
2022-09-27,18.34,19.54,19.5
2022-09-28,17.99,18.83,18.21
2022-09-29,17.78,18.58,18.29
2022-09-30,17.42,17.97,17.82
2022-10-10,16.53,17.58,17.45
2022-10-11,16.6,16.79,16.71
2022-10-12,16.75,16.75,16.6
2022-10-13,15.94,16.88,16.61
2022-10-14,16.07,16.43,16.15
2022-10-17,15.92,16.05,15.8
2022-10-18,15.96,16.28,15.91
2022-10-19,15.5,16.17,15.91
2022-10-20,15.46,15.72,15.45
2022-10-21,15.1,15.55,15.48
2022-10-24,14.97,15.61,15.19
2022-10-25,13.48,14.65,14.59
2022-10-26,13.33,13.66,13.62
2022-10-27,13.47,14.1,13.3
2022-10-28,12.77,13.49,13.1
2022-10-31,12.24,12.9,12.8
2022-11-01,12.57,12.57,12.35
2022-11-02,12.91,13.13,12.57
2022-11-03,12.78,13.13,12.8
2022-11-04,13.7,13.83,12.88
2022-11-07,13.98,14.24,13.7
2022-11-08,13.68,14.03,13.99
2022-11-09,13.47,13.85,13.68
2022-11-10,13.25,13.43,13.31
2022-11-11,13.91,14.03,13.7
2022-11-14,13.58,14.58,14.08
2022-11-15,13.97,14.08,13.7
2022-11-16,13.7,14.04,13.98
2022-11-17,13.41,13.59,13.57
2022-11-18,13.35,13.68,13.49
2022-11-21,13.4,13.46,13.21
2022-11-22,13.11,13.5,13.44
2022-11-23,13.4,13.53,13.08
2022-11-24,13.62,13.66,13.45
2022-11-25,13.66,13.76,13.67
2022-11-28,13.07,13.47,13.47
2022-11-29,13.37,13.52,13.12
2022-11-30,13.28,13.78,13.62
2022-12-01,13.79,13.95,13.3
2022-12-02,14.18,14.4,13.85
2022-12-05,14.14,14.52,14.47
2022-12-06,14.11,14.15,14.07
2022-12-07,13.82,14.2,14.03
2022-12-08,13.89,14.17,13.93
2022-12-09,14.74,14.84,13.94
2022-12-12,14.56,15.14,14.74
2022-12-13,14.56,14.67,14.54
2022-12-14,14.52,14.64,14.4
2022-12-15,14.58,14.8,14.45
2022-12-16,14.44,14.51,14.4
2022-12-19,14.06,14.51,14.4
2022-12-20,14.14,14.17,14.06
2022-12-21,14.76,14.85,14.03
2022-12-22,13.34,14.8,14.75
2022-12-23,12.81,13.33,13.01
2022-12-26,13.28,13.33,12.7
2022-12-27,13.38,13.58,13.26
2022-12-28,13.22,13.43,13.37
2022-12-29,13.21,13.52,13.16
2022-12-30,13.04,13.34,13.23
2023-01-03,13.13,13.23,12.96
2023-01-04,12.94,13.2,13.13
2023-01-05,13.22,13.55,12.97
2023-01-06,14.54,14.54,13.58
2023-01-09,14.8,15.41,14.99
2023-01-10,14.46,14.99,14.95
2023-01-11,14.58,14.83,14.51
2023-01-12,14.36,14.93,14.58
2023-01-13,14.25,14.53,14.4
2023-01-16,14.69,14.8,14.22
2023-01-17,14.72,15.06,14.65
2023-01-18,14.76,14.89,14.71
2023-01-19,14.67,14.74,14.66
2023-01-20,14.68,14.7,14.58
","date,5日,close
2022-07-20,16.703555555555557,16.78
2022-07-21,16.598444444444443,16.77
2022-07-22,16.91666666666666,17.15
2022-07-25,16.886444444444443,16.66
2022-07-26,16.756,16.86
2022-07-27,17.951333333333334,18.55
2022-07-28,20.01466666666667,20.06
2022-07-29,20.697999999999997,19.72
2022-08-01,20.417555555555555,20.01
2022-08-02,21.53533333333333,22.01
2022-08-03,21.676444444444453,20.6
2022-08-04,20.775333333333336,20.59
2022-08-05,20.72,21.01
2022-08-08,21.867111111111114,22.3
2022-08-09,23.143555555555555,22.93
2022-08-10,24.26177777777778,24.09
2022-08-11,24.366666666666664,23.56
2022-08-12,23.606666666666666,23.23
2022-08-15,23.47022222222223,23.72
2022-08-16,23.28288888888889,23.05
2022-08-17,22.620222222222225,22.55
2022-08-18,21.945111111111107,22.04
2022-08-19,22.11377777777778,22.65
2022-08-22,22.066222222222223,21.84
2022-08-23,22.05888888888889,22.35
2022-08-24,21.599777777777778,21.26
2022-08-25,20.855555555555558,21.0
2022-08-26,20.78533333333333,21.16
2022-08-29,20.923555555555556,21.01
2022-08-30,20.439555555555554,20.23
2022-08-31,19.347333333333328,19.26
2022-09-01,18.480222222222217,18.81
2022-09-02,18.574666666666662,19.16
2022-09-05,19.15488888888889,19.38
2022-09-06,20.140444444444444,20.4
2022-09-07,21.686222222222217,21.79
2022-09-08,22.424888888888887,21.73
2022-09-09,21.589555555555553,20.81
2022-09-13,20.445777777777778,20.39
2022-09-14,19.630222222222226,19.75
2022-09-15,18.66377777777778,18.7
2022-09-16,18.035555555555554,18.48
2022-09-19,17.83422222222222,18.14
2022-09-20,18.366444444444443,18.9
2022-09-21,18.890888888888885,18.79
2022-09-22,18.994,18.9
2022-09-23,19.083555555555552,19.06
2022-09-26,19.456666666666663,19.54
2022-09-27,18.920444444444442,18.34
2022-09-28,17.93488888888889,17.99
2022-09-29,17.493555555555556,17.78
2022-09-30,17.268,17.42
2022-10-10,16.609111111111115,16.53
2022-10-11,16.212222222222223,16.6
2022-10-12,16.436666666666664,16.75
2022-10-13,16.161777777777772,15.94
2022-10-14,15.838666666666667,16.07
2022-10-17,15.80688888888889,15.92
2022-10-18,15.854666666666667,15.96
2022-10-19,15.620444444444445,15.5
2022-10-20,15.347555555555559,15.46
2022-10-21,15.087777777777776,15.1
2022-10-24,14.856444444444442,14.97
2022-10-25,13.831333333333333,13.48
2022-10-26,12.907111111111112,13.33
2022-10-27,12.963555555555558,13.47
2022-10-28,12.83222222222222,12.77
2022-10-31,12.217555555555554,12.24
2022-11-01,12.144222222222224,12.57
2022-11-02,12.668666666666667,12.91
2022-11-03,12.927555555555555,12.78
2022-11-04,13.474222222222219,13.7
2022-11-07,14.142444444444443,13.98
2022-11-08,14.093111111111112,13.68
2022-11-09,13.634000000000002,13.47
2022-11-10,13.238888888888889,13.25
2022-11-11,13.548222222222222,13.91
2022-11-14,13.777333333333331,13.58
2022-11-15,13.89888888888889,13.97
2022-11-16,13.874444444444444,13.7
2022-11-17,13.516666666666666,13.41
2022-11-18,13.256666666666666,13.35
2022-11-21,13.268666666666666,13.4
2022-11-22,13.165777777777777,13.11
2022-11-23,13.226222222222221,13.4
2022-11-24,13.55088888888889,13.62
2022-11-25,13.751555555555557,13.66
2022-11-28,13.36177777777778,13.07
2022-11-29,13.154222222222224,13.37
2022-11-30,13.242000000000004,13.28
2022-12-01,13.611333333333334,13.79
2022-12-02,14.18222222222222,14.18
2022-12-05,14.39,14.14
2022-12-06,14.268,14.11
2022-12-07,13.952666666666667,13.82
2022-12-08,13.785555555555556,13.89
2022-12-09,14.393777777777784,14.74
2022-12-12,14.832444444444443,14.56
2022-12-13,14.74,14.56
2022-12-14,14.581333333333333,14.52
2022-12-15,14.548222222222222,14.58
2022-12-16,14.488,14.44
2022-12-19,14.160888888888891,14.06
2022-12-20,13.98044444444445,14.14
2022-12-21,14.459111111111111,14.76
2022-12-22,13.954666666666663,13.34
2022-12-23,12.773777777777775,12.81
2022-12-26,12.674,13.28
2022-12-27,13.186666666666666,13.38
2022-12-28,13.334888888888889,13.22
2022-12-29,13.237777777777778,13.21
2022-12-30,13.072888888888889,13.04
2023-01-03,13.036444444444442,13.13
2023-01-04,12.977333333333329,12.94
2023-01-05,13.080888888888888,13.22
2023-01-06,14.130222222222221,14.54
2023-01-09,15.12088888888889,14.8
2023-01-10,15.021555555555553,14.46
2023-01-11,14.671555555555555,14.58
2023-01-12,14.432888888888888,14.36
2023-01-13,14.228,14.25
2023-01-16,14.461111111111109,14.69
2023-01-17,14.776222222222222,14.72
2023-01-18,14.854888888888889,14.76
2023-01-19,14.765111111111116,14.67
2023-01-20,14.676444444444448,14.68
"
1686,CN,technical,包钢股份在2024年07月26日到2025年02月04日期间，收盘价跌破5日赫尔移动平均线共几次？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,32.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2024-07-17,1.42,1.43,1.42
2024-07-18,1.44,1.44,1.42
2024-07-19,1.45,1.45,1.43
2024-07-22,1.44,1.45,1.44
2024-07-23,1.42,1.45,1.44
2024-07-24,1.42,1.43,1.42
2024-07-25,1.41,1.43,1.41
2024-07-26,1.43,1.43,1.41
2024-07-29,1.43,1.44,1.43
2024-07-30,1.44,1.44,1.43
2024-07-31,1.46,1.46,1.44
2024-08-01,1.45,1.47,1.45
2024-08-02,1.46,1.5,1.45
2024-08-05,1.45,1.48,1.46
2024-08-06,1.46,1.47,1.46
2024-08-07,1.45,1.47,1.45
2024-08-08,1.45,1.46,1.45
2024-08-09,1.44,1.46,1.46
2024-08-12,1.43,1.45,1.44
2024-08-13,1.43,1.44,1.43
2024-08-14,1.42,1.44,1.43
2024-08-15,1.43,1.44,1.42
2024-08-16,1.44,1.45,1.44
2024-08-19,1.44,1.46,1.44
2024-08-20,1.44,1.45,1.44
2024-08-21,1.43,1.44,1.43
2024-08-22,1.43,1.44,1.43
2024-08-23,1.42,1.44,1.42
2024-08-26,1.44,1.44,1.42
2024-08-27,1.42,1.44,1.43
2024-08-28,1.42,1.43,1.42
2024-08-29,1.42,1.43,1.43
2024-08-30,1.44,1.44,1.42
2024-09-02,1.42,1.45,1.44
2024-09-03,1.42,1.44,1.42
2024-09-04,1.41,1.43,1.42
2024-09-05,1.42,1.43,1.41
2024-09-06,1.41,1.43,1.42
2024-09-09,1.4,1.42,1.41
2024-09-10,1.39,1.4,1.4
2024-09-11,1.38,1.4,1.39
2024-09-12,1.38,1.39,1.38
2024-09-13,1.39,1.4,1.38
2024-09-18,1.38,1.39,1.39
2024-09-19,1.4,1.41,1.38
2024-09-20,1.39,1.4,1.4
2024-09-23,1.4,1.4,1.39
2024-09-24,1.44,1.45,1.4
2024-09-25,1.47,1.51,1.46
2024-09-26,1.52,1.53,1.47
2024-09-27,1.57,1.58,1.55
2024-09-30,1.73,1.73,1.63
2024-10-08,1.83,1.9,1.9
2024-10-09,1.66,1.81,1.81
2024-10-10,1.7,1.73,1.66
2024-10-11,1.65,1.71,1.69
2024-10-14,1.67,1.68,1.66
2024-10-15,1.63,1.68,1.66
2024-10-16,1.63,1.66,1.61
2024-10-17,1.58,1.64,1.63
2024-10-18,1.63,1.65,1.58
2024-10-21,1.61,1.64,1.64
2024-10-22,1.62,1.64,1.61
2024-10-23,1.65,1.66,1.62
2024-10-24,1.63,1.65,1.63
2024-10-25,1.68,1.69,1.63
2024-10-28,1.75,1.76,1.67
2024-10-29,1.68,1.76,1.75
2024-10-30,1.7,1.72,1.67
2024-10-31,1.71,1.73,1.68
2024-11-01,1.88,1.88,1.72
2024-11-04,1.83,1.96,1.95
2024-11-05,2.01,2.01,1.8
2024-11-06,2.16,2.2,2.0
2024-11-07,2.13,2.19,2.1
2024-11-08,2.2,2.33,2.13
2024-11-11,2.16,2.24,2.2
2024-11-12,2.07,2.15,2.15
2024-11-13,2.07,2.15,2.05
2024-11-14,1.96,2.06,2.05
2024-11-15,1.9,1.98,1.95
2024-11-18,1.92,2.0,1.91
2024-11-19,1.92,1.93,1.91
2024-11-20,1.94,1.95,1.91
2024-11-21,1.92,1.94,1.93
2024-11-22,1.94,2.0,1.95
2024-11-25,1.99,2.04,1.93
2024-11-26,1.96,2.02,1.98
2024-11-27,1.93,1.96,1.95
2024-11-28,1.93,1.95,1.92
2024-11-29,1.92,1.94,1.92
2024-12-02,1.98,1.99,1.91
2024-12-03,1.97,2.0,1.97
2024-12-04,1.97,2.03,2.0
2024-12-05,1.97,1.98,1.96
2024-12-06,2.05,2.07,1.97
2024-12-09,2.03,2.15,2.08
2024-12-10,2.1,2.21,2.11
2024-12-11,2.11,2.15,2.07
2024-12-12,2.06,2.12,2.11
2024-12-13,2.01,2.08,2.05
2024-12-16,1.98,2.01,2.01
2024-12-17,1.95,1.99,1.98
2024-12-18,1.98,2.0,1.95
2024-12-19,1.96,1.97,1.96
2024-12-20,1.95,1.97,1.96
2024-12-23,1.9,1.95,1.95
2024-12-24,1.92,1.92,1.9
2024-12-25,1.89,1.93,1.92
2024-12-26,1.89,1.91,1.89
2024-12-27,1.92,1.95,1.89
2024-12-30,1.9,1.92,1.92
2024-12-31,1.86,1.91,1.9
2025-01-02,1.81,1.88,1.86
2025-01-03,1.78,1.84,1.82
2025-01-06,1.8,1.84,1.78
2025-01-07,1.83,1.85,1.8
2025-01-08,1.8,1.83,1.82
2025-01-09,1.79,1.82,1.79
2025-01-10,1.77,1.82,1.8
2025-01-13,1.79,1.8,1.76
2025-01-14,1.84,1.85,1.79
2025-01-15,1.82,1.85,1.83
2025-01-16,1.82,1.86,1.83
2025-01-17,1.82,1.83,1.82
2025-01-20,1.8,1.84,1.83
2025-01-21,1.78,1.82,1.81
2025-01-22,1.77,1.79,1.79
2025-01-23,1.77,1.82,1.79
2025-01-24,1.8,1.81,1.77
2025-01-27,1.78,1.86,1.8
","date,5日,close
2024-07-24,1.4135555555555557,1.42
2024-07-25,1.4071111111111112,1.41
2024-07-26,1.418222222222222,1.43
2024-07-29,1.4322222222222223,1.43
2024-07-30,1.4408888888888889,1.44
2024-07-31,1.458,1.46
2024-08-01,1.4617777777777776,1.45
2024-08-02,1.4604444444444447,1.46
2024-08-05,1.4557777777777776,1.45
2024-08-06,1.4560000000000002,1.46
2024-08-07,1.4542222222222219,1.45
2024-08-08,1.449111111111111,1.45
2024-08-09,1.4415555555555557,1.44
2024-08-12,1.4297777777777778,1.43
2024-08-13,1.4244444444444444,1.43
2024-08-14,1.4195555555555555,1.42
2024-08-15,1.4226666666666663,1.43
2024-08-16,1.4364444444444444,1.44
2024-08-19,1.4442222222222227,1.44
2024-08-20,1.443555555555556,1.44
2024-08-21,1.4346666666666668,1.43
2024-08-22,1.4275555555555555,1.43
2024-08-23,1.4206666666666663,1.42
2024-08-26,1.4295555555555552,1.44
2024-08-27,1.429111111111111,1.42
2024-08-28,1.4188888888888886,1.42
2024-08-29,1.4166666666666667,1.42
2024-08-30,1.4315555555555557,1.44
2024-09-02,1.4315555555555555,1.42
2024-09-03,1.42,1.42
2024-09-04,1.410222222222222,1.41
2024-09-05,1.412222222222222,1.42
2024-09-06,1.412888888888889,1.41
2024-09-09,1.4022222222222223,1.4
2024-09-10,1.3888888888888886,1.39
2024-09-11,1.3771111111111107,1.38
2024-09-12,1.373333333333333,1.38
2024-09-13,1.382666666666667,1.39
2024-09-18,1.3846666666666667,1.38
2024-09-19,1.393111111111111,1.4
2024-09-20,1.397111111111111,1.39
2024-09-23,1.3984444444444444,1.4
2024-09-24,1.4286666666666665,1.44
2024-09-25,1.4726666666666668,1.47
2024-09-26,1.5228888888888885,1.52
2024-09-27,1.5793333333333333,1.57
2024-09-30,1.7075555555555555,1.73
2024-10-08,1.858888888888889,1.83
2024-10-09,1.792666666666667,1.66
2024-10-10,1.6868888888888887,1.7
2024-10-11,1.6466666666666665,1.65
2024-10-14,1.644,1.67
2024-10-15,1.6360000000000001,1.63
2024-10-16,1.6199999999999999,1.63
2024-10-17,1.587111111111111,1.58
2024-10-18,1.596,1.63
2024-10-21,1.6157777777777775,1.61
2024-10-22,1.619111111111111,1.62
2024-10-23,1.6417777777777778,1.65
2024-10-24,1.646222222222222,1.63
2024-10-25,1.6666666666666667,1.68
2024-10-28,1.7382222222222223,1.75
2024-10-29,1.7337777777777774,1.68
2024-10-30,1.6984444444444442,1.7
2024-10-31,1.7022222222222225,1.71
2024-11-01,1.8251111111111111,1.88
2024-11-04,1.8953333333333333,1.83
2024-11-05,1.9835555555555555,2.01
2024-11-06,2.1637777777777774,2.16
2024-11-07,2.2262222222222223,2.13
2024-11-08,2.2275555555555555,2.2
2024-11-11,2.2046666666666668,2.16
2024-11-12,2.108,2.07
2024-11-13,2.042444444444444,2.07
2024-11-14,1.969777777777778,1.96
2024-11-15,1.879777777777778,1.9
2024-11-18,1.8660000000000003,1.92
2024-11-19,1.897111111111111,1.92
2024-11-20,1.9295555555555557,1.94
2024-11-21,1.9328888888888889,1.92
2024-11-22,1.933777777777778,1.94
2024-11-25,1.9755555555555555,1.99
2024-11-26,1.986888888888889,1.96
2024-11-27,1.9471111111111112,1.93
2024-11-28,1.92,1.93
2024-11-29,1.913111111111111,1.92
2024-12-02,1.9533333333333331,1.98
2024-12-03,1.986,1.97
2024-12-04,1.9822222222222223,1.97
2024-12-05,1.973777777777778,1.97
2024-12-06,2.023555555555555,2.05
2024-12-09,2.0577777777777775,2.03
2024-12-10,2.0926666666666667,2.1
2024-12-11,2.1288888888888895,2.11
2024-12-12,2.0975555555555556,2.06
2024-12-13,2.0233333333333334,2.01
2024-12-16,1.9660000000000002,1.98
2024-12-17,1.9333333333333333,1.95
2024-12-18,1.9473333333333336,1.98
2024-12-19,1.9622222222222223,1.96
2024-12-20,1.9519999999999997,1.95
2024-12-23,1.9113333333333333,1.9
2024-12-24,1.8957777777777778,1.92
2024-12-25,1.8904444444444441,1.89
2024-12-26,1.8815555555555552,1.89
2024-12-27,1.9031111111111108,1.92
2024-12-30,1.9117777777777778,1.9
2024-12-31,1.875333333333333,1.86
2025-01-02,1.814,1.81
2025-01-03,1.7644444444444447,1.78
2025-01-06,1.767111111111111,1.8
2025-01-07,1.8108888888888888,1.83
2025-01-08,1.8188888888888888,1.8
2025-01-09,1.7948888888888888,1.79
2025-01-10,1.7697777777777777,1.77
2025-01-13,1.7726666666666666,1.79
2025-01-14,1.8215555555555554,1.84
2025-01-15,1.8428888888888892,1.82
2025-01-16,1.8297777777777782,1.82
2025-01-17,1.8206666666666667,1.82
2025-01-20,1.8055555555555554,1.8
2025-01-21,1.780888888888889,1.78
2025-01-22,1.7626666666666668,1.77
2025-01-23,1.759777777777778,1.77
2025-01-24,1.784666666666667,1.8
2025-01-27,1.793111111111111,1.78
"
1687,CN,technical,2021年04月01日至2021年06月30日，北新建材股价突破20日赫尔移动平均线的次数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,5.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2021-02-18,54.38,57.0,56.71
2021-02-19,54.3,55.08,54.15
2021-02-22,52.45,54.68,54.21
2021-02-23,51.7,53.63,52.0
2021-02-24,47.94,52.75,52.0
2021-02-25,48.85,49.49,49.0
2021-02-26,48.36,49.57,48.25
2021-03-01,49.7,50.88,49.11
2021-03-02,50.46,52.36,50.54
2021-03-03,50.35,51.15,50.47
2021-03-04,48.0,50.05,49.85
2021-03-05,46.8,48.1,47.0
2021-03-08,44.86,48.6,47.5
2021-03-09,43.0,44.73,44.54
2021-03-10,44.29,45.11,43.87
2021-03-11,44.66,46.33,44.91
2021-03-12,45.11,45.54,44.67
2021-03-15,43.65,45.29,44.98
2021-03-16,44.25,45.08,43.66
2021-03-17,45.42,45.88,44.24
2021-03-18,46.84,46.97,45.68
2021-03-19,46.25,47.1,46.07
2021-03-22,43.11,45.23,44.89
2021-03-23,43.0,43.88,43.19
2021-03-24,41.8,43.05,42.43
2021-03-25,41.12,41.72,41.7
2021-03-26,43.58,44.15,41.68
2021-03-29,42.79,44.31,43.99
2021-03-30,44.12,44.15,42.81
2021-03-31,43.16,44.4,44.15
2021-04-01,44.51,44.92,43.44
2021-04-02,46.35,47.5,45.35
2021-04-06,45.46,46.72,46.72
2021-04-07,43.86,45.9,45.56
2021-04-08,44.6,45.2,43.87
2021-04-09,44.05,44.92,44.5
2021-04-12,41.75,44.13,43.5
2021-04-13,42.46,42.91,41.67
2021-04-14,44.38,45.69,43.35
2021-04-15,44.98,45.2,44.4
2021-04-16,44.14,45.18,44.86
2021-04-19,44.51,44.88,43.46
2021-04-20,45.13,45.5,44.2
2021-04-21,44.7,44.95,44.8
2021-04-22,44.65,45.5,45.39
2021-04-23,45.31,45.99,44.66
2021-04-26,45.71,47.58,45.33
2021-04-27,46.8,46.85,45.67
2021-04-28,47.06,47.19,46.52
2021-04-29,48.07,48.18,46.66
2021-04-30,46.16,47.99,47.7
2021-05-06,46.36,47.33,45.8
2021-05-07,46.11,47.9,46.87
2021-05-10,44.25,45.85,45.8
2021-05-11,43.08,44.59,44.0
2021-05-12,43.61,43.67,42.88
2021-05-13,41.28,43.2,43.0
2021-05-14,42.28,42.38,41.36
2021-05-17,43.13,43.66,42.19
2021-05-18,42.83,43.45,43.12
2021-05-19,43.0,43.35,42.4
2021-05-20,43.26,43.65,43.04
2021-05-21,42.6,43.28,43.11
2021-05-24,42.78,42.93,42.15
2021-05-25,43.91,44.12,42.6
2021-05-26,44.73,45.18,43.28
2021-05-27,44.35,44.82,44.6
2021-05-28,43.55,44.9,44.33
2021-05-31,46.0,46.3,43.8
2021-06-01,46.06,46.53,46.03
2021-06-02,48.8,48.83,45.9
2021-06-03,48.25,49.78,48.61
2021-06-04,48.36,48.81,48.25
2021-06-07,47.97,48.78,48.35
2021-06-08,47.71,49.16,47.94
2021-06-09,46.78,48.14,48.11
2021-06-10,46.64,47.74,47.23
2021-06-11,45.36,46.59,46.51
2021-06-15,44.99,45.52,45.08
2021-06-16,43.83,45.29,45.2
2021-06-17,44.27,44.5,44.14
2021-06-18,43.37,44.4,44.37
2021-06-21,42.3,43.2,43.2
2021-06-22,42.2,43.31,42.65
2021-06-23,42.05,43.34,42.2
2021-06-24,41.9,42.54,42.5
2021-06-25,42.04,42.5,41.76
2021-06-28,41.39,42.16,42.14
2021-06-29,40.28,41.39,41.39
2021-06-30,39.25,40.13,39.9
","date,20日,close
2021-03-22,44.06977922077922,43.11
2021-03-23,44.09710346320347,43.0
2021-03-24,43.78848744588745,41.8
2021-03-25,43.23415497835499,41.12
2021-03-26,42.87059480519481,43.58
2021-03-29,42.600432467532464,42.79
2021-03-30,42.556972294372294,44.12
2021-03-31,42.54624891774891,43.16
2021-04-01,42.667851948051954,44.51
2021-04-02,43.11623246753247,46.35
2021-04-06,43.68908354978355,45.46
2021-04-07,44.13714502164501,43.86
2021-04-08,44.50743636363635,44.6
2021-04-09,44.70310216450216,44.05
2021-04-12,44.51675714285714,41.75
2021-04-13,44.17637705627705,42.46
2021-04-14,43.94684329004328,44.38
2021-04-15,43.91023333333333,44.98
2021-04-16,43.930234199134205,44.14
2021-04-19,43.98468398268399,44.51
2021-04-20,44.11559134199133,45.13
2021-04-21,44.26709870129871,44.7
2021-04-22,44.431116883116886,44.65
2021-04-23,44.66367705627706,45.31
2021-04-26,44.96895021645021,45.71
2021-04-27,45.39634242424242,46.8
2021-04-28,45.878956277056275,47.06
2021-04-29,46.45582813852813,48.07
2021-04-30,46.85042077922078,46.16
2021-05-06,47.0903909090909,46.36
2021-05-07,47.171493939393926,46.11
2021-05-10,46.93704891774892,44.25
2021-05-11,46.39669653679654,43.08
2021-05-12,45.72465930735932,43.61
2021-05-13,44.77165800865801,41.28
2021-05-14,43.8287038961039,42.28
2021-05-17,43.07666450216451,43.13
2021-05-18,42.493579220779225,42.83
2021-05-19,42.13885324675326,43.0
2021-05-20,41.97406536796537,43.26
2021-05-21,41.88574025974026,42.6
2021-05-24,41.90031125541125,42.78
2021-05-25,42.10694588744589,43.91
2021-05-26,42.51815670995671,44.73
2021-05-27,43.013,44.35
2021-05-28,43.40310303030302,43.55
2021-05-31,43.921265800865804,46.0
2021-06-01,44.49976666666666,46.06
2021-06-02,45.379529870129865,48.8
2021-06-03,46.34435627705628,48.25
2021-06-04,47.2605696969697,48.36
2021-06-07,48.00418484848484,47.97
2021-06-08,48.497274891774886,47.71
2021-06-09,48.69685194805195,46.78
2021-06-10,48.66939437229438,46.64
2021-06-11,48.355080952380945,45.36
2021-06-15,47.80421471861471,44.99
2021-06-16,47.01194545454545,43.83
2021-06-17,46.15130649350648,44.27
2021-06-18,45.25534112554112,43.37
2021-06-21,44.30867142857143,42.3
2021-06-22,43.412315584415595,42.2
2021-06-23,42.61138701298702,42.05
2021-06-24,41.95067619047619,41.9
2021-06-25,41.47016623376622,42.04
2021-06-28,41.09086796536796,41.39
2021-06-29,40.696557142857145,40.28
2021-06-30,40.21664502164502,39.25
"
1688,CN,technical,在2023年02月13日-2023年12月14日，三一重工的价格有多少次突破5日赫尔移动平均线？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,51.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2023-02-02,16.99,17.23,17.19
2023-02-03,16.66,16.91,16.9
2023-02-06,16.48,16.76,16.51
2023-02-07,16.52,16.62,16.55
2023-02-08,16.45,16.56,16.51
2023-02-09,16.64,16.64,16.49
2023-02-10,16.53,16.72,16.64
2023-02-13,18.18,18.18,16.66
2023-02-14,18.34,18.47,18.1
2023-02-15,18.23,18.4,18.35
2023-02-16,17.82,18.29,18.21
2023-02-17,18.03,18.33,17.81
2023-02-20,19.56,19.65,18.39
2023-02-21,19.26,19.61,19.54
2023-02-22,19.34,19.73,19.4
2023-02-23,19.15,19.4,19.34
2023-02-24,18.66,19.3,19.26
2023-02-27,18.76,18.97,18.5
2023-02-28,18.73,18.96,18.81
2023-03-01,19.27,19.3,18.76
2023-03-02,19.3,19.45,19.21
2023-03-03,19.29,19.43,19.3
2023-03-06,18.54,19.1,19.0
2023-03-07,18.21,18.72,18.53
2023-03-08,18.28,18.45,18.1
2023-03-09,17.95,18.37,18.28
2023-03-10,17.78,18.11,17.84
2023-03-13,17.93,18.37,17.83
2023-03-14,17.43,17.92,17.92
2023-03-15,17.55,17.67,17.54
2023-03-16,17.37,17.68,17.48
2023-03-17,17.47,17.77,17.57
2023-03-20,17.22,17.96,17.47
2023-03-21,17.3,17.35,17.22
2023-03-22,17.44,17.55,17.45
2023-03-23,17.38,17.46,17.4
2023-03-24,16.94,17.38,17.38
2023-03-27,16.81,16.94,16.94
2023-03-28,16.77,17.02,16.83
2023-03-29,17.11,17.2,16.85
2023-03-30,17.21,17.38,17.14
2023-03-31,17.09,17.35,17.26
2023-04-03,17.69,17.85,17.13
2023-04-04,17.7,17.8,17.63
2023-04-06,17.61,17.84,17.7
2023-04-07,17.4,17.7,17.61
2023-04-10,17.03,17.47,17.42
2023-04-11,17.52,17.55,17.06
2023-04-12,17.39,17.62,17.53
2023-04-13,17.07,17.53,17.37
2023-04-14,16.99,17.17,17.1
2023-04-17,17.32,17.44,17.0
2023-04-18,17.29,17.41,17.36
2023-04-19,17.01,17.34,17.3
2023-04-20,16.9,17.17,16.99
2023-04-21,16.6,17.15,16.81
2023-04-24,16.0,16.66,16.61
2023-04-25,16.17,16.2,16.1
2023-04-26,16.03,16.25,16.19
2023-04-27,16.22,16.26,16.04
2023-04-28,16.49,16.51,16.25
2023-05-04,16.33,16.5,16.44
2023-05-05,16.24,16.41,16.33
2023-05-08,16.34,16.46,16.24
2023-05-09,16.2,16.58,16.35
2023-05-10,16.23,16.28,16.21
2023-05-11,16.09,16.25,16.22
2023-05-12,15.71,16.11,16.09
2023-05-15,16.12,16.14,15.72
2023-05-16,16.02,16.27,16.16
2023-05-17,16.2,16.38,15.99
2023-05-18,16.06,16.28,16.2
2023-05-19,15.84,16.05,16.01
2023-05-22,16.09,16.28,15.84
2023-05-23,15.88,16.13,16.09
2023-05-24,15.54,15.8,15.79
2023-05-25,15.29,15.59,15.52
2023-05-26,15.19,15.32,15.29
2023-05-29,15.13,15.27,15.19
2023-05-30,15.05,15.2,15.09
2023-05-31,14.68,15.03,14.89
2023-06-01,14.93,15.09,14.68
2023-06-02,15.27,15.35,14.97
2023-06-05,15.14,15.35,15.27
2023-06-06,15.08,15.5,15.2
2023-06-07,14.98,15.22,15.01
2023-06-08,15.69,15.71,15.0
2023-06-09,15.49,15.79,15.68
2023-06-12,15.71,15.83,15.47
2023-06-13,15.68,15.85,15.71
2023-06-14,16.24,16.33,15.75
2023-06-15,16.92,16.99,16.21
2023-06-16,17.05,17.33,17.08
2023-06-19,16.85,17.25,17.24
2023-06-20,16.83,17.0,16.88
2023-06-21,16.58,16.91,16.76
2023-06-26,16.35,16.67,16.5
2023-06-27,16.56,16.61,16.35
2023-06-28,16.53,16.63,16.5
2023-06-29,16.41,16.6,16.55
2023-06-30,16.63,16.71,16.35
2023-07-03,16.6,16.93,16.79
2023-07-04,16.65,16.91,16.6
2023-07-05,16.68,16.81,16.61
2023-07-06,16.52,16.85,16.61
2023-07-07,16.54,16.62,16.41
2023-07-10,16.63,16.74,16.5
2023-07-11,16.71,16.86,16.63
2023-07-12,16.61,17.05,16.71
2023-07-13,16.69,16.81,16.71
2023-07-14,17.17,17.22,16.7
2023-07-17,17.16,17.18,17.08
2023-07-18,17.28,17.46,17.16
2023-07-19,17.37,17.39,17.27
2023-07-20,17.26,17.75,17.37
2023-07-21,17.42,17.7,17.2
2023-07-24,17.13,17.58,17.48
2023-07-25,17.68,17.8,17.28
2023-07-26,17.31,17.71,17.68
2023-07-27,17.07,17.44,17.31
2023-07-28,17.56,17.7,17.0
2023-07-31,17.75,18.03,17.63
2023-08-01,17.27,17.71,17.65
2023-08-02,17.41,17.64,17.36
2023-08-03,17.56,17.57,17.31
2023-08-04,17.5,17.88,17.75
2023-08-07,17.39,17.5,17.45
2023-08-08,17.04,17.39,17.39
2023-08-09,16.48,16.98,16.98
2023-08-10,16.5,16.58,16.5
2023-08-11,15.9,16.55,16.5
2023-08-14,15.86,15.93,15.76
2023-08-15,15.78,16.0,15.88
2023-08-16,15.8,16.03,15.7
2023-08-17,16.08,16.14,15.74
2023-08-18,15.75,16.1,16.07
2023-08-21,15.59,15.87,15.71
2023-08-22,15.68,15.85,15.65
2023-08-23,15.25,15.69,15.68
2023-08-24,15.12,15.36,15.26
2023-08-25,15.17,15.35,15.1
2023-08-28,15.57,16.05,15.96
2023-08-29,15.53,15.67,15.51
2023-08-30,15.47,15.7,15.53
2023-08-31,15.49,16.07,15.75
2023-09-01,15.95,16.05,15.55
2023-09-04,17.07,17.15,16.12
2023-09-05,16.99,17.09,17.05
2023-09-06,16.78,16.97,16.95
2023-09-07,16.75,16.92,16.77
2023-09-08,16.56,16.7,16.7
2023-09-11,16.7,16.82,16.68
2023-09-12,16.62,16.75,16.65
2023-09-13,16.5,16.75,16.7
2023-09-14,16.54,16.55,16.5
2023-09-15,16.38,16.64,16.55
2023-09-18,16.32,16.49,16.34
2023-09-19,16.3,16.38,16.32
2023-09-20,16.05,16.28,16.28
2023-09-21,16.01,16.13,16.01
2023-09-22,16.38,16.43,16.08
2023-09-25,16.1,16.45,16.38
2023-09-26,16.16,16.29,16.07
2023-09-27,16.02,16.24,16.1
2023-09-28,15.89,16.1,16.09
2023-10-09,15.88,16.09,15.87
2023-10-10,15.3,15.96,15.9
2023-10-11,15.21,15.41,15.32
2023-10-12,15.42,15.43,15.32
2023-10-13,15.32,15.33,15.31
2023-10-16,15.06,15.35,15.33
2023-10-17,15.08,15.14,15.1
2023-10-18,14.91,15.08,15.06
2023-10-19,14.62,14.88,14.88
2023-10-20,14.45,14.59,14.56
2023-10-23,14.24,14.51,14.46
2023-10-24,14.28,14.36,14.23
2023-10-25,14.6,14.97,14.76
2023-10-26,14.62,14.64,14.45
2023-10-27,14.91,14.96,14.6
2023-10-30,15.03,15.08,14.89
2023-10-31,14.47,14.77,14.75
2023-11-01,14.21,14.52,14.48
2023-11-02,14.04,14.32,14.21
2023-11-03,14.24,14.28,14.08
2023-11-06,14.48,14.48,14.3
2023-11-07,14.38,14.47,14.47
2023-11-08,14.36,14.43,14.35
2023-11-09,14.3,14.38,14.33
2023-11-10,14.17,14.26,14.26
2023-11-13,14.24,14.26,14.21
2023-11-14,14.24,14.3,14.23
2023-11-15,14.34,14.45,14.35
2023-11-16,14.17,14.31,14.3
2023-11-17,14.21,14.22,14.15
2023-11-20,14.19,14.24,14.17
2023-11-21,14.29,14.48,14.2
2023-11-22,14.11,14.25,14.24
2023-11-23,14.17,14.17,14.12
2023-11-24,14.09,14.2,14.19
2023-11-27,13.83,14.07,14.05
2023-11-28,13.87,13.89,13.82
2023-11-29,13.68,13.85,13.85
2023-11-30,13.65,13.73,13.66
2023-12-01,13.72,13.73,13.68
2023-12-04,13.52,13.7,13.68
2023-12-05,13.29,13.49,13.49
2023-12-06,13.3,13.37,13.28
2023-12-07,13.13,13.33,13.32
2023-12-08,12.99,13.22,13.15
2023-12-11,13.07,13.18,12.85
2023-12-12,13.12,13.17,13.0
2023-12-13,12.85,13.11,13.1
2023-12-14,12.77,13.03,12.88
","date,5日,close
2023-02-09,16.541333333333334,16.64
2023-02-10,16.59911111111111,16.53
2023-02-13,17.644444444444442,18.18
2023-02-14,18.716888888888885,18.34
2023-02-15,18.74133333333333,18.23
2023-02-16,18.15088888888889,17.82
2023-02-17,17.87577777777778,18.03
2023-02-20,18.988,19.56
2023-02-21,19.776,19.26
2023-02-22,19.655555555555555,19.34
2023-02-23,19.329333333333334,19.15
2023-02-24,18.794666666666668,18.66
2023-02-27,18.54755555555556,18.76
2023-02-28,18.616666666666664,18.73
2023-03-01,19.049999999999997,19.27
2023-03-02,19.426222222222226,19.3
2023-03-03,19.444222222222223,19.29
2023-03-06,18.854666666666663,18.54
2023-03-07,18.132666666666665,18.21
2023-03-08,17.96822222222222,18.28
2023-03-09,17.90711111111111,17.95
2023-03-10,17.714000000000002,17.78
2023-03-13,17.74711111111111,17.93
2023-03-14,17.55622222222222,17.43
2023-03-15,17.390444444444444,17.55
2023-03-16,17.341555555555562,17.37
2023-03-17,17.36844444444445,17.47
2023-03-20,17.284222222222223,17.22
2023-03-21,17.215999999999998,17.3
2023-03-22,17.355111111111114,17.44
2023-03-23,17.433111111111117,17.38
2023-03-24,17.111333333333338,16.94
2023-03-27,16.73733333333334,16.81
2023-03-28,16.627777777777776,16.77
2023-03-29,16.90111111111111,17.11
2023-03-30,17.232444444444443,17.21
2023-03-31,17.24,17.09
2023-04-03,17.52155555555555,17.69
2023-04-04,17.843333333333334,17.7
2023-04-06,17.791555555555558,17.61
2023-04-07,17.512666666666664,17.4
2023-04-10,17.087777777777777,17.03
2023-04-11,17.192222222222217,17.52
2023-04-12,17.439999999999998,17.39
2023-04-13,17.22688888888889,17.07
2023-04-14,16.942888888888884,16.99
2023-04-17,17.099777777777778,17.32
2023-04-18,17.328222222222223,17.29
2023-04-19,17.167333333333335,17.01
2023-04-20,16.88888888888889,16.9
2023-04-21,16.599999999999998,16.6
2023-04-24,16.058888888888887,16.0
2023-04-25,15.854888888888889,16.17
2023-04-26,15.926222222222222,16.03
2023-04-27,16.091333333333335,16.22
2023-04-28,16.418888888888887,16.49
2023-05-04,16.494222222222216,16.33
2023-05-05,16.317333333333334,16.24
2023-05-08,16.274222222222225,16.34
2023-05-09,16.237555555555556,16.2
2023-05-10,16.195777777777778,16.23
2023-05-11,16.116444444444443,16.09
2023-05-12,15.794000000000002,15.71
2023-05-15,15.844888888888889,16.12
2023-05-16,16.046444444444443,16.02
2023-05-17,16.177333333333333,16.2
2023-05-18,16.16511111111111,16.06
2023-05-19,15.921999999999997,15.84
2023-05-22,15.928444444444443,16.09
2023-05-23,15.946444444444445,15.88
2023-05-24,15.636444444444445,15.54
2023-05-25,15.249555555555558,15.29
2023-05-26,15.048222222222224,15.19
2023-05-29,15.014222222222223,15.13
2023-05-30,14.99866666666667,15.05
2023-05-31,14.749333333333334,14.68
2023-06-01,14.717777777777776,14.93
2023-06-02,15.114444444444443,15.27
2023-06-05,15.297777777777776,15.14
2023-06-06,15.175555555555555,15.08
2023-06-07,15.006,14.98
2023-06-08,15.403777777777778,15.69
2023-06-09,15.709777777777779,15.49
2023-06-12,15.760222222222225,15.71
2023-06-13,15.771999999999998,15.68
2023-06-14,16.09755555555555,16.24
2023-06-15,16.854666666666663,16.92
2023-06-16,17.33888888888889,17.05
2023-06-19,17.194222222222226,16.85
2023-06-20,16.906000000000002,16.83
2023-06-21,16.63422222222222,16.58
2023-06-26,16.335333333333327,16.35
2023-06-27,16.35533333333333,16.56
2023-06-28,16.506444444444448,16.53
2023-06-29,16.466888888888892,16.41
2023-06-30,16.534888888888894,16.63
2023-07-03,16.638,16.6
2023-07-04,16.669999999999998,16.65
2023-07-05,16.69711111111111,16.68
2023-07-06,16.596222222222224,16.52
2023-07-07,16.503555555555554,16.54
2023-07-10,16.567111111111107,16.63
2023-07-11,16.695555555555554,16.71
2023-07-12,16.68733333333333,16.61
2023-07-13,16.668444444444447,16.69
2023-07-14,17.015555555555554,17.17
2023-07-17,17.303333333333335,17.16
2023-07-18,17.372,17.28
2023-07-19,17.424444444444443,17.37
2023-07-20,17.36222222222222,17.26
2023-07-21,17.374444444444446,17.42
2023-07-24,17.25266666666667,17.13
2023-07-25,17.451777777777775,17.68
2023-07-26,17.517999999999997,17.31
2023-07-27,17.169333333333338,17.07
2023-07-28,17.288666666666668,17.56
2023-07-31,17.724444444444444,17.75
2023-08-01,17.576444444444444,17.27
2023-08-02,17.33511111111111,17.41
2023-08-03,17.451333333333338,17.56
2023-08-04,17.548222222222225,17.5
2023-08-07,17.45555555555556,17.39
2023-08-08,17.131111111111114,17.04
2023-08-09,16.54066666666667,16.48
2023-08-10,16.237111111111115,16.5
2023-08-11,15.914666666666667,15.9
2023-08-14,15.648666666666665,15.86
2023-08-15,15.62577777777778,15.78
2023-08-16,15.695111111111112,15.8
2023-08-17,15.952888888888888,16.08
2023-08-18,15.930222222222222,15.75
2023-08-21,15.630444444444445,15.59
2023-08-22,15.55088888888889,15.68
2023-08-23,15.344222222222221,15.25
2023-08-24,15.047555555555554,15.12
2023-08-25,15.010444444444445,15.17
2023-08-28,15.369555555555557,15.57
2023-08-29,15.639333333333331,15.53
2023-08-30,15.588666666666667,15.47
2023-08-31,15.502222222222223,15.49
2023-09-01,15.790444444444445,15.95
2023-09-04,16.817111111111114,17.07
2023-09-05,17.43888888888889,16.99
2023-09-06,17.17888888888889,16.78
2023-09-07,16.817333333333334,16.75
2023-09-08,16.575333333333333,16.56
2023-09-11,16.569555555555553,16.7
2023-09-12,16.62533333333333,16.62
2023-09-13,16.534222222222223,16.5
2023-09-14,16.48466666666667,16.54
2023-09-15,16.406222222222222,16.38
2023-09-18,16.29288888888889,16.32
2023-09-19,16.24977777777778,16.3
2023-09-20,16.095111111111116,16.05
2023-09-21,15.941111111111118,16.01
2023-09-22,16.17577777777778,16.38
2023-09-25,16.253111111111107,16.1
2023-09-26,16.154,16.16
2023-09-27,16.048222222222222,16.02
2023-09-28,15.889111111111111,15.89
2023-10-09,15.811777777777777,15.88
2023-10-10,15.441777777777778,15.3
2023-10-11,15.065111111111113,15.21
2023-10-12,15.167333333333332,15.42
2023-10-13,15.320666666666666,15.32
2023-10-16,15.15311111111111,15.06
2023-10-17,14.998666666666665,15.08
2023-10-18,14.896222222222221,14.91
2023-10-19,14.645555555555555,14.62
2023-10-20,14.380444444444445,14.45
2023-10-23,14.168888888888889,14.24
2023-10-24,14.12933333333333,14.28
2023-10-25,14.422666666666665,14.6
2023-10-26,14.68222222222222,14.62
2023-10-27,14.903777777777776,14.91
2023-10-30,15.109111111111112,15.03
2023-10-31,14.775333333333334,14.47
2023-11-01,14.211999999999998,14.21
2023-11-02,13.897777777777776,14.04
2023-11-03,13.99911111111111,14.24
2023-11-06,14.366666666666665,14.48
2023-11-07,14.506,14.38
2023-11-08,14.422444444444446,14.36
2023-11-09,14.319111111111113,14.3
2023-11-10,14.186222222222222,14.17
2023-11-13,14.161555555555557,14.24
2023-11-14,14.216888888888889,14.24
2023-11-15,14.309555555555557,14.34
2023-11-16,14.258222222222223,14.17
2023-11-17,14.179555555555558,14.21
2023-11-20,14.173111111111112,14.19
2023-11-21,14.245333333333333,14.29
2023-11-22,14.191999999999998,14.11
2023-11-23,14.127333333333333,14.17
2023-11-24,14.095333333333334,14.09
2023-11-27,13.893555555555556,13.83
2023-11-28,13.768666666666668,13.87
2023-11-29,13.67711111111111,13.68
2023-11-30,13.589333333333336,13.65
2023-12-01,13.63666666666667,13.72
2023-12-04,13.57711111111111,13.52
2023-12-05,13.32444444444444,13.29
2023-12-06,13.18911111111111,13.3
2023-12-07,13.107333333333335,13.13
2023-12-08,12.963999999999999,12.99
2023-12-11,12.956666666666669,13.07
2023-12-12,13.068666666666667,13.12
2023-12-13,12.955333333333334,12.85
2023-12-14,12.743777777777778,12.77
"
1689,CN,technical,统计国电南瑞从2023年07月10日到2023年11月30日，股价突破5日赫尔移动平均线的总次数。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。,26.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2023-06-29,23.29,23.39,22.93
2023-06-30,23.1,23.45,23.29
2023-07-03,23.09,23.52,23.15
2023-07-04,23.43,23.59,23.09
2023-07-05,23.75,24.25,23.67
2023-07-06,23.45,24.09,23.92
2023-07-07,23.5,23.91,23.63
2023-07-10,23.56,23.82,23.56
2023-07-11,23.5,23.63,23.35
2023-07-12,23.87,24.1,23.8
2023-07-13,24.18,24.25,23.86
2023-07-14,23.63,24.41,24.1
2023-07-17,24.34,24.37,23.64
2023-07-18,24.46,24.47,24.28
2023-07-19,24.6,24.84,24.46
2023-07-20,24.23,24.85,24.6
2023-07-21,24.06,24.32,24.15
2023-07-24,23.83,23.98,23.89
2023-07-25,23.78,24.07,24.06
2023-07-26,23.92,23.95,23.62
2023-07-27,23.7,24.27,23.95
2023-07-28,23.99,23.99,23.69
2023-07-31,24.32,24.41,24.15
2023-08-01,23.99,24.42,24.28
2023-08-02,23.52,24.12,23.92
2023-08-03,23.84,23.85,23.47
2023-08-04,23.82,24.01,23.88
2023-08-07,24.3,24.3,23.8
2023-08-08,24.4,24.67,24.2
2023-08-09,24.16,24.46,24.46
2023-08-10,24.39,24.47,24.2
2023-08-11,23.59,24.34,24.22
2023-08-14,23.4,23.71,23.51
2023-08-15,23.57,23.86,23.41
2023-08-16,23.43,23.67,23.58
2023-08-17,23.18,23.44,23.25
2023-08-18,23.01,23.39,23.29
2023-08-21,22.8,23.24,23.01
2023-08-22,23.11,23.33,22.85
2023-08-23,22.64,23.32,23.16
2023-08-24,22.7,22.88,22.6
2023-08-25,22.58,22.79,22.52
2023-08-28,22.87,23.51,23.38
2023-08-29,23.4,23.52,22.75
2023-08-30,23.66,23.8,23.5
2023-08-31,23.82,23.98,23.67
2023-09-01,23.24,23.79,23.7
2023-09-04,23.57,23.6,23.39
2023-09-05,23.51,23.66,23.57
2023-09-06,23.37,23.53,23.36
2023-09-07,23.01,23.42,23.32
2023-09-08,23.0,23.2,23.1
2023-09-11,23.16,23.33,22.89
2023-09-12,23.2,23.26,23.07
2023-09-13,22.76,23.21,23.21
2023-09-14,22.95,23.1,22.78
2023-09-15,23.05,23.05,22.95
2023-09-18,22.55,22.8,22.74
2023-09-19,22.63,22.65,22.55
2023-09-20,22.22,22.69,22.69
2023-09-21,22.03,22.37,22.08
2023-09-22,22.78,22.78,22.22
2023-09-25,22.71,22.95,22.95
2023-09-26,22.46,22.93,22.76
2023-09-27,22.04,22.57,22.12
2023-09-28,22.19,22.26,22.22
2023-10-09,22.29,22.58,22.19
2023-10-10,22.38,22.56,22.56
2023-10-11,22.33,22.79,22.58
2023-10-12,22.6,22.67,22.65
2023-10-13,22.13,22.44,22.35
2023-10-16,21.78,22.18,22.11
2023-10-17,22.14,22.2,21.9
2023-10-18,22.33,22.35,22.0
2023-10-19,22.43,22.6,22.26
2023-10-20,22.1,22.48,22.4
2023-10-23,21.66,22.05,22.05
2023-10-24,21.58,21.65,21.29
2023-10-25,21.69,22.18,21.86
2023-10-26,22.09,22.15,21.65
2023-10-27,22.54,22.63,21.95
2023-10-30,22.5,22.71,22.42
2023-10-31,22.55,22.66,22.5
2023-11-01,22.66,22.78,22.43
2023-11-02,22.67,22.94,22.85
2023-11-03,22.58,22.82,22.65
2023-11-06,22.66,23.0,22.62
2023-11-07,22.62,22.72,22.62
2023-11-08,22.51,22.73,22.61
2023-11-09,22.67,22.71,22.65
2023-11-10,22.52,22.72,22.52
2023-11-13,22.32,22.71,22.59
2023-11-14,22.01,22.56,22.43
2023-11-15,22.43,22.65,22.15
2023-11-16,22.21,22.48,22.37
2023-11-17,22.2,22.29,22.05
2023-11-20,22.46,22.58,22.3
2023-11-21,22.22,22.63,22.63
2023-11-22,22.06,22.34,22.1
2023-11-23,22.24,22.28,22.03
2023-11-24,22.06,22.24,22.2
2023-11-27,22.1,22.14,22.01
2023-11-28,22.01,22.14,22.14
2023-11-29,21.9,22.07,22.07
2023-11-30,22.01,22.29,21.97
","date,5日,close
2023-07-06,23.72066666666667,23.45
2023-07-07,23.526222222222227,23.5
2023-07-10,23.51644444444445,23.56
2023-07-11,23.52311111111111,23.5
2023-07-12,23.74555555555556,23.87
2023-07-13,24.167111111111115,24.18
2023-07-14,23.989333333333335,23.63
2023-07-17,24.079111111111114,24.34
2023-07-18,24.505333333333336,24.46
2023-07-19,24.720444444444443,24.6
2023-07-20,24.489333333333335,24.23
2023-07-21,24.084444444444443,24.06
2023-07-24,23.780888888888892,23.83
2023-07-25,23.652,23.78
2023-07-26,23.771555555555555,23.92
2023-07-27,23.767999999999997,23.7
2023-07-28,23.86133333333333,23.99
2023-07-31,24.24311111111111,24.32
2023-08-01,24.243999999999996,23.99
2023-08-02,23.703999999999997,23.52
2023-08-03,23.563111111111112,23.84
2023-08-04,23.757333333333335,23.82
2023-08-07,24.160444444444447,24.3
2023-08-08,24.51444444444444,24.4
2023-08-09,24.39955555555555,24.16
2023-08-10,24.328888888888887,24.39
2023-08-11,23.875777777777774,23.59
2023-08-14,23.286888888888893,23.4
2023-08-15,23.269555555555556,23.57
2023-08-16,23.38755555555556,23.43
2023-08-17,23.232444444444443,23.18
2023-08-18,22.97733333333333,23.01
2023-08-21,22.74622222222222,22.8
2023-08-22,22.87444444444444,23.11
2023-08-23,22.798888888888886,22.64
2023-08-24,22.610222222222216,22.7
2023-08-25,22.540444444444443,22.58
2023-08-28,22.711999999999993,22.87
2023-08-29,23.264888888888887,23.4
2023-08-30,23.78,23.66
2023-08-31,24.00688888888889,23.82
2023-09-01,23.61066666666667,23.24
2023-09-04,23.388666666666666,23.57
2023-09-05,23.48688888888889,23.51
2023-09-06,23.427777777777777,23.37
2023-09-07,23.100444444444445,23.01
2023-09-08,22.870666666666665,23.0
2023-09-11,22.99111111111111,23.16
2023-09-12,23.183555555555557,23.2
2023-09-13,22.950888888888887,22.76
2023-09-14,22.797555555555558,22.95
2023-09-15,22.958,23.05
2023-09-18,22.746,22.55
2023-09-19,22.508000000000006,22.63
2023-09-20,22.260000000000005,22.22
2023-09-21,21.951999999999998,22.03
2023-09-22,22.36777777777778,22.78
2023-09-25,22.83888888888889,22.71
2023-09-26,22.694444444444443,22.46
2023-09-27,22.173777777777772,22.04
2023-09-28,21.97022222222222,22.19
2023-10-09,22.15533333333333,22.29
2023-10-10,22.36444444444444,22.38
2023-10-11,22.40466666666666,22.33
2023-10-12,22.53511111111111,22.6
2023-10-13,22.357555555555553,22.13
2023-10-16,21.839777777777773,21.78
2023-10-17,21.830222222222222,22.14
2023-10-18,22.22311111111111,22.33
2023-10-19,22.493999999999996,22.43
2023-10-20,22.31955555555555,22.1
2023-10-23,21.774444444444445,21.66
2023-10-24,21.416666666666668,21.58
2023-10-25,21.480222222222224,21.69
2023-10-26,21.908444444444445,22.09
2023-10-27,22.507333333333335,22.54
2023-10-30,22.75044444444444,22.5
2023-10-31,22.689555555555554,22.55
2023-11-01,22.68488888888889,22.66
2023-11-02,22.71488888888889,22.67
2023-11-03,22.646666666666665,22.58
2023-11-06,22.62533333333334,22.66
2023-11-07,22.634222222222224,22.62
2023-11-08,22.547555555555558,22.51
2023-11-09,22.58355555555556,22.67
2023-11-10,22.580666666666673,22.52
2023-11-13,22.37622222222222,22.32
2023-11-14,22.03533333333333,22.01
2023-11-15,22.14088888888889,22.43
2023-11-16,22.287111111111106,22.21
2023-11-17,22.217777777777773,22.2
2023-11-20,22.35177777777778,22.46
2023-11-21,22.35155555555556,22.22
2023-11-22,22.112666666666666,22.06
2023-11-23,22.101999999999993,22.24
2023-11-24,22.104444444444443,22.06
2023-11-27,22.063555555555563,22.1
2023-11-28,22.01911111111112,22.01
2023-11-29,21.907333333333337,21.9
2023-11-30,21.920444444444442,22.01
"
1690,US,fundamental,"What is the Gross Margin of Roper Technologies in 2016? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",61.5424,easy,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2016,3789925000.0,1457515000.0
",
1691,US,fundamental,"What was Schlumberger's Gross Margin in 2016? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.721,easy,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2016,27810000000.0,17876000000.0
",
1692,US,fundamental,"In 2020, what was the Gross Margin reported by Cencora? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.7341,easy,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2020,189893926000.0,184702042000.0
",
1693,US,fundamental,"For Phillips 66, what is the value of Gross Margin in 2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.1025,easy,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2023,147399000000.0,128086000000.0
",
1694,US,fundamental,"Calculate the Gross Margin for Altria in 2020. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",70.1067,easy,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2020,26153000000.0,7818000000.0
",
1695,US,fundamental,"What is the EBIT Margin of Marsh McLennan in 2016? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.2029,easy,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2016,13211000000.0,2480000000.0,189000000.0
",
1696,US,fundamental,"What was Hershey Company (The)'s EBIT Margin in 2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.1961,easy,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2020,8149719000.0,1494997000.0,150930000.0
",
1697,US,fundamental,"In 2016, what was the EBIT Margin reported by Monster Beverage? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.4088,easy,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2016,3049393000.0,1079685000.0,68000.0
",
1698,US,fundamental,"For Arthur J. Gallagher & Co., what is the value of EBIT Margin in 2022? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.5238,easy,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2022,8550600000.0,1327000000.0,256900000.0
",
1699,US,fundamental,"Calculate the EBIT Margin for NXP Semiconductors in 2020. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.9131,easy,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2020,8612000000.0,1000000.0,336000000.0
",
1700,US,fundamental,"What is the EBITDA Margin of Public Service Enterprise Group in 2024? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.794,easy,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2024,10290000000.0,1825000000.0,882000000.0,1182000000.0
",
1701,US,fundamental,"What was Invesco's EBITDA Margin in 2018? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.1888,easy,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,5314100000.0,1138100000.0,111500000.0,142100000.0
",
1702,US,fundamental,"In 2022, what was the EBITDA Margin reported by ResMed? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",33.0356,easy,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2022,3578127000.0,960483000.0,22312000.0,159609000.0,39650000.0
",
1703,US,fundamental,"For Snap-on, what is the value of EBITDA Margin in 2024? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",29.7686,easy,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2024,5108400000.0,1373100000.0,49600000.0,72700000.0,25300000.0
",
1704,US,fundamental,"Calculate the EBITDA Margin for TE Connectivity in 2021. (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",21.4769,easy,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2021,14923000000.0,2378000000.0,58000000.0,769000000.0
",
1705,US,fundamental,"What is the Net Profit Margin of Extra Space Storage in 2020? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.5239,easy,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2020,1356212000.0,481779000.0
",
1706,US,fundamental,"What was Prologis's Net Profit Margin in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.8633,easy,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2025,8790127000.0,3328231000.0
",
1707,US,fundamental,"In 2019, what was the Net Profit Margin reported by Archer Daniels Midland? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1328,easy,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2019,64656000000.0,1379000000.0
",
1708,US,fundamental,"For Nike, what is the value of Net Profit Margin in 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.8587,easy,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2021,44538000000.0,5727000000.0
",
1709,US,fundamental,"Calculate the Net Profit Margin for Marriott International in 2025. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.9328,easy,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2025,26186000000.0,2601000000.0
",
1710,US,fundamental,"What is the Return on Equity of IQVIA in 2019? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0039,easy,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2018,259000000.0,6714000000.0
2019,191000000.0,6003000000.0
",
1711,US,fundamental,"What was Parker Hannifin's Return on Equity in 2019? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.5859,easy,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2018,1060801000.0,5859866000.0
2019,1512364000.0,5961969000.0
",
1712,US,fundamental,"In 2023, what was the Return on Equity reported by CME Group? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.0343,easy,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2022,2691000000.0,26878700000.0
2023,3226200000.0,26737900000.0
",
1713,US,fundamental,"For NiSource, what is the value of Return on Equity in 2025? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.2513,easy,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2024,760400000.0,8684200000.0
2025,929500000.0,9450100000.0
",
1714,US,fundamental,"Calculate the Return on Equity for Analog Devices in 2024. (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.6232,easy,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2023,3314579000.0,35565122000.0
2024,1635273000.0,35176317000.0
",
1715,US,fundamental,"What is the Return on Assets of Lockheed Martin in 2023? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.1389,easy,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2022,5732000000.0,52880000000.0
2023,6920000000.0,52456000000.0
",
1716,US,fundamental,"What was CME Group's Return on Assets in 2021? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6404,easy,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2020,2105200000.0,124659600000.0
2021,2636400000.0,196780300000.0
",
1717,US,fundamental,"In 2024, what was the Return on Assets reported by Cintas? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.7429,easy,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2023,1348010000.0,8546356000.0
2024,1571592000.0,9168817000.0
",
1718,US,fundamental,"For Builders FirstSource, what is the value of Return on Assets in 2023? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.6061,easy,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2022,2749369000.0,10595160000.0
2023,1540555000.0,10499452000.0
",
1719,US,fundamental,"Calculate the Return on Assets for JPMorgan Chase in 2017. (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9729,easy,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2016,24733000000.0,2490972000000.0
2017,24441000000.0,2533600000000.0
",
1720,US,fundamental,"What is the Return on Invested Capital of United Parcel Service in 2024? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.4342,easy,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2023,8573000000.0,785000000.0,1865000000.0,17314000000.0,3348000000.0,18916000000.0,709000000.0,3756000000.0,3206000000.0,2866000000.0
2024,7442000000.0,866000000.0,1660000000.0,16743000000.0,1838000000.0,19446000000.0,733000000.0,3635000000.0,6112000000.0,206000000.0
",
1721,US,fundamental,"What was Synopsys's Return on Invested Capital in 2022? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.517,easy,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2021,805514000.0,3365000.0,49155000.0,5298943000.0,74992000.0,25094000.0,79678000.0,487003000.0,1580789000.0,147949000.0
2022,1115514000.0,1258000.0,137078000.0,5520526000.0,0.0,20824000.0,54274000.0,581273000.0,1565521000.0,147913000.0
",
1722,US,fundamental,"In 2024, what was the Return on Invested Capital reported by American Electric Power? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.8358,easy,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2023,2208700000.0,1806900000.0,185100000.0,25285900000.0,2830200000.0,37652700000.0,115700000.0,519400000.0,330100000.0,214300000.0
2024,2842900000.0,1862800000.0,58300000.0,26986100000.0,2523800000.0,39307800000.0,91900000.0,504300000.0,202900000.0,215400000.0
",
1723,US,fundamental,"For PPG Industries, what is the value of Return on Invested Capital in 2018? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.7521,easy,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2017,2008000000.0,105000000.0,616000000.0,5673000000.0,12000000.0,4134000000.0,0.0,0.0,1436000000.0,55000000.0
2018,1693000000.0,118000000.0,353000000.0,4732000000.0,651000000.0,4365000000.0,0.0,0.0,902000000.0,61000000.0
",
1724,US,fundamental,"Calculate the Return on Invested Capital for 3M in 2021. (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.3495,easy,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2020,6711000000.0,0.0,1318000000.0,12931000000.0,0.0,17989000000.0,256000000.0,609000000.0,0.0,404000000.0
2021,7204000000.0,0.0,1285000000.0,15117000000.0,1307000000.0,16056000000.0,263000000.0,591000000.0,201000000.0,0.0
",
1725,US,fundamental,"What is the Days Inventory Outstanding of Coca-Cola Company (The) in 2023? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",85.3079,easy,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2022,18000000000.0,4233000000.0
2023,18520000000.0,4424000000.0
",
1726,US,fundamental,"What was Mondelez International's Days Inventory Outstanding in 2025? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",54.5212,easy,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2024,22184000000.0,3827000000.0
2025,27602000000.0,4419000000.0
",
1727,US,fundamental,"In 2023, what was the Days Inventory Outstanding reported by Qualcomm? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",146.7797,easy,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2022,18635000000.0,6341000000.0
2023,15869000000.0,6422000000.0
",
1728,US,fundamental,"For Analog Devices, what is the value of Days Inventory Outstanding in 2024? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",139.3803,easy,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2023,4428321000.0,1642214000.0
2024,4045814000.0,1447687000.0
",
1729,US,fundamental,"Calculate the Days Inventory Outstanding for Philip Morris International in 2025. (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",285.7929,easy,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2024,13329000000.0,9453000000.0
2025,13366000000.0,11478000000.0
",
1730,US,fundamental,"What is the Days Sales Outstanding of Alphabet Inc. (Class C) in 2020? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",56.2477,easy,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2019,161857000000.0,25326000000.0
2020,182527000000.0,30930000000.0
",
1731,US,fundamental,"What was Deere & Company's Days Sales Outstanding in 2023? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",42.1576,easy,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2022,52577000000.0,6410000000.0
2023,61251000000.0,7739000000.0
",
1732,US,fundamental,"In 2023, what was the Days Sales Outstanding reported by W. W. Grainger? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",47.901,easy,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2022,15228000000.0,2133000000.0
2023,16478000000.0,2192000000.0
",
1733,US,fundamental,"For Edwards Lifesciences, what is the value of Days Sales Outstanding in 2017? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",41.8146,easy,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2016,2963700000.0,365500000.0
2017,3435300000.0,421600000.0
",
1734,US,fundamental,"Calculate the Days Sales Outstanding for Fair Isaac in 2020. (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",89.0404,easy,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2019,1160083000.0,297427000.0
2020,1294562000.0,334180000.0
",
1735,US,fundamental,"What is the Days Payable Outstanding of Microchip Technology in 2023? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",42.1824,easy,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2022,2740800000.0,396900000.0
2023,2638700000.0,213000000.0
",
1736,US,fundamental,"What was Generac's Days Payable Outstanding in 2019? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",76.5595,easy,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2018,1298424000.0,328091000.0
2019,1406584000.0,261977000.0
",
1737,US,fundamental,"In 2018, what was the Days Payable Outstanding reported by Thermo Fisher Scientific? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",41.1338,easy,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2017,8976000000.0,1428000000.0
2018,13501000000.0,1615000000.0
",
1738,US,fundamental,"For J.M. Smucker Company (The), what is the value of Days Payable Outstanding in 2017? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.5092,easy,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2016,4843400000.0,459400000.0
2017,4557000000.0,477200000.0
",
1739,US,fundamental,"Calculate the Days Payable Outstanding for Howmet Aerospace in 2025. (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",60.2398,easy,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2024,5119000000.0,948000000.0
2025,5432000000.0,845000000.0
",
1740,US,fundamental,"What is the Operating Cycle of Wabtec in 2018? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",159.5669,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2017,2816443000.0,742634000.0,3881756000.0,800619000.0
2018,3129662000.0,844886000.0,4363547000.0,801193000.0
",
1741,US,fundamental,"What was Keurig Dr Pepper's Operating Cycle in 2017? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",63.6405,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2016,2582000000.0,202000000.0,6440000000.0,595000000.0
2017,2695000000.0,229000000.0,6690000000.0,668000000.0
",
1742,US,fundamental,"In 2017, what was the Operating Cycle reported by Southwest Airlines? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",29.2892,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2016,6798000000.0,337000000.0,20425000000.0,546000000.0
2017,7319000000.0,420000000.0,21171000000.0,662000000.0
",
1743,US,fundamental,"For KLA Corporation, what is the value of Operating Cycle in 2017? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",265.0317,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2016,1163391000.0,698635000.0,2984493000.0,613233000.0
2017,1287547000.0,732988000.0,3480014000.0,571117000.0
",
1744,US,fundamental,"Calculate the Operating Cycle for Boston Scientific in 2017. (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",204.0002,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2016,2424000000.0,955000000.0,8386000000.0,1472000000.0
2017,2593000000.0,1078000000.0,9048000000.0,1548000000.0
",
1745,US,fundamental,"What is the Cash Conversion Cycle of Williams Companies in 2020? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-40.292,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2019,2066000000.0,125000000.0,8201000000.0,996000000.0,552000000.0
2020,1613000000.0,136000000.0,7719000000.0,999000000.0,482000000.0
",
1746,US,fundamental,"What was Teradyne's Cash Conversion Cycle in 2017? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",52.0802,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2016,793683000.0,135958000.0,1753250000.0,192444000.0,95362000.0
2017,912734000.0,107525000.0,2136606000.0,272783000.0,86393000.0
",
1747,US,fundamental,"In 2020, what was the Cash Conversion Cycle reported by Conagra Brands? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.7977,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2019,6885400000.0,1571700000.0,9538400000.0,831700000.0,1255300000.0
2020,7984800000.0,1377900000.0,11054400000.0,860800000.0,1525600000.0
",
1748,US,fundamental,"For Pfizer, what is the value of Cash Conversion Cycle in 2024? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",153.8518,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2023,24954000000.0,10189000000.0,58496000000.0,11177000000.0,6710000000.0
2024,17851000000.0,10851000000.0,63627000000.0,11463000000.0,5633000000.0
",
1749,US,fundamental,"Calculate the Cash Conversion Cycle for Kenvue in 2025. (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.5001,easy,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2024,6496000000.0,1591000000.0,15455000000.0,2165000000.0,2254000000.0
2025,6332000000.0,1666000000.0,15124000000.0,2382000000.0,2473000000.0
",
1750,US,fundamental,"What is the Inventory Turnover of Vertex Pharmaceuticals in 2017? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.8788,easy,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2016,206811000.0,77604000.0
2017,272675000.0,111830000.0
",
1751,US,fundamental,"What was 3M's Inventory Turnover in 2022? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7138,easy,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2021,18795000000.0,4985000000.0
2022,19232000000.0,5372000000.0
",
1752,US,fundamental,"In 2025, what was the Inventory Turnover reported by Qualcomm? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0486,easy,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2024,17060000000.0,6423000000.0
2025,19738000000.0,6526000000.0
",
1753,US,fundamental,"For Paycom, what is the value of Inventory Turnover in 2022? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",155.3988,easy,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2021,161886000.0,1131000.0
2022,212741000.0,1607000.0
",
1754,US,fundamental,"Calculate the Inventory Turnover for Starbucks in 2023. (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.7289,easy,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2022,10317400000.0,2176600000.0
2023,11409100000.0,1806400000.0
",
1755,US,fundamental,"What is the Receivables Turnover of Procter & Gamble in 2019? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.0467,easy,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2018,66832000000.0,4686000000.0
2019,67684000000.0,4951000000.0
",
1756,US,fundamental,"What was Evergy's Receivables Turnover in 2020? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",19.5597,easy,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2019,5147800000.0,228500000.0
2020,4913400000.0,273900000.0
",
1757,US,fundamental,"In 2022, what was the Receivables Turnover reported by Hershey Company (The)? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.0713,easy,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2021,8971337000.0,671464000.0
2022,10419294000.0,711203000.0
",
1758,US,fundamental,"For Medtronic, what is the value of Receivables Turnover in 2025? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.3052,easy,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2024,32364000000.0,6128000000.0
2025,33537000000.0,6515000000.0
",
1759,US,fundamental,"Calculate the Receivables Turnover for Albemarle Corporation in 2017. (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0214,easy,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2016,2677203000.0,486035000.0
2017,3071976000.0,534326000.0
",
1760,US,fundamental,"What is the Payables Turnover of Norfolk Southern in 2017? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.2286,easy,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2016,2743000000.0,1215000000.0
2017,2915000000.0,1401000000.0
",
1761,US,fundamental,"What was Intuitive Surgical's Payables Turnover in 2024? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.2261,easy,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2023,2394600000.0,188700000.0
2024,2717900000.0,193400000.0
",
1762,US,fundamental,"In 2017, what was the Payables Turnover reported by Ford Motor Company? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.8922,easy,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2016,126584000000.0,21296000000.0
2017,131332000000.0,23282000000.0
",
1763,US,fundamental,"For Align Technology, what is the value of Payables Turnover in 2024? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.8184,easy,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2023,1155397000.0,113125000.0
2024,1199853000.0,108693000.0
",
1764,US,fundamental,"Calculate the Payables Turnover for Kinder Morgan in 2017. (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.3462,easy,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2016,3498000000.0,1257000000.0
2017,4345000000.0,1340000000.0
",
1765,US,fundamental,"What is the Total Asset Turnover of Chevron Corporation in 2018? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.626,easy,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2017,141722000000.0,253806000000.0
2018,158902000000.0,253863000000.0
",
1766,US,fundamental,"What was Arch Capital Group's Total Asset Turnover in 2019? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1977,easy,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2018,5450568000.0,32218329000.0
2019,6928200000.0,37885361000.0
",
1767,US,fundamental,"In 2024, what was the Total Asset Turnover reported by Ingersoll Rand? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.431,easy,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2023,6876100000.0,15563500000.0
2024,7235000000.0,18009800000.0
",
1768,US,fundamental,"For Philip Morris International, what is the value of Total Asset Turnover in 2018? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9288,easy,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2017,78098000000.0,42968000000.0
2018,79823000000.0,39801000000.0
",
1769,US,fundamental,"Calculate the Total Asset Turnover for Hubbell Incorporated in 2022. (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9262,easy,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2021,4194100000.0,5281500000.0
2022,4947900000.0,5402600000.0
",
1770,US,fundamental,"What is the Fixed Asset Turnover of Bunge Global in 2025? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.3072,easy,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2024,53108000000.0,5254000000.0
2025,70329000000.0,11678000000.0
",
1771,US,fundamental,"What was Dow Inc.'s Fixed Asset Turnover in 2024? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9951,easy,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2023,44622000000.0,21066000000.0
2024,42964000000.0,22004000000.0
",
1772,US,fundamental,"In 2018, what was the Fixed Asset Turnover reported by EQT Corporation? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2228,easy,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2017,2651318000.0,24885015000.0
2018,4709384000.0,17392507000.0
",
1773,US,fundamental,"For CSX Corporation, what is the value of Fixed Asset Turnover in 2018? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3842,easy,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2017,11408000000.0,31764000000.0
2018,12250000000.0,31998000000.0
",
1774,US,fundamental,"Calculate the Fixed Asset Turnover for Gartner in 2020. (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.0333,easy,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2019,4245321000.0,344579000.0
2020,4099403000.0,336765000.0
",
1775,US,fundamental,"What is the Working Capital Turnover of Live Nation Entertainment in 2021? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-39.371,easy,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,1861178000.0,3649768000.0,3796569000.0
2021,6268447000.0,6684093000.0,6855722000.0
",
1776,US,fundamental,"What was Motorola Solutions's Working Capital Turnover in 2019? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.2371,easy,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,7343000000.0,4272000000.0,3096000000.0
2019,7887000000.0,4178000000.0,3439000000.0
",
1777,US,fundamental,"In 2024, what was the Working Capital Turnover reported by Republic Services? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-8.9833,easy,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2023,14964500000.0,2381000000.0,4228300000.0
2024,16032000000.0,2406000000.0,4128000000.0
",
1778,US,fundamental,"For Marriott International, what is the value of Working Capital Turnover in 2020? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.2642,easy,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2019,20972000000.0,3127000000.0,6677000000.0
2020,10571000000.0,2825000000.0,5752000000.0
",
1779,US,fundamental,"Calculate the Working Capital Turnover for McDonald's in 2020. (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-34923.2727,easy,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2019,21076500000.0,3557900000.0,3621000000.0
2020,19207800000.0,6243200000.0,6181200000.0
",
1780,US,fundamental,"What is the Current Ratio of FedEx in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.193,easy,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2025,18386000000.0,15411000000.0
",
1781,US,fundamental,"What was Southwest Airlines's Current Ratio in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4269,easy,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2022,14808000000.0,10378000000.0
",
1782,US,fundamental,"In 2018, what was the Current Ratio reported by Tyson Foods? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1306,easy,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,5688000000.0,5031000000.0
",
1783,US,fundamental,"For LyondellBasell, what is the value of Current Ratio in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7732,easy,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2025,10868000000.0,6129000000.0
",
1784,US,fundamental,"Calculate the Current Ratio for Biogen in 2018. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3188,easy,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,7640900000.0,3295200000.0
",
1785,US,fundamental,"What is the Quick Ratio of Take-Two Interactive in 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8327,easy,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2021,3871088000.0,2104964000.0,13224000.0
",
1786,US,fundamental,"What was Leidos's Quick Ratio in 2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0537,easy,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2020,3339000000.0,2907000000.0,276000000.0
",
1787,US,fundamental,"In 2022, what was the Quick Ratio reported by Microsoft? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7453,easy,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2022,169684000000.0,95082000000.0,3742000000.0
",
1788,US,fundamental,"For Procter & Gamble, what is the value of Quick Ratio in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4948,easy,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2025,25392000000.0,36058000000.0,7551000000.0
",
1789,US,fundamental,"Calculate the Quick Ratio for Gilead Sciences in 2019. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0099,easy,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2019,30296000000.0,9759000000.0,922000000.0
",
1790,US,fundamental,"What is the Cash Ratio of Regeneron Pharmaceuticals in 2017? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2414,easy,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2017,812733000.0,596847000.0,1135483000.0
",
1791,US,fundamental,"What was Skyworks Solutions's Cash Ratio in 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5491,easy,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2021,882900000.0,137200000.0,658500000.0
",
1792,US,fundamental,"In 2021, what was the Cash Ratio reported by Lilly (Eli)? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2597,easy,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2021,3818500000.0,90100000.0,15052700000.0
",
1793,US,fundamental,"For Air Products, what is the value of Cash Ratio in 2016? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4573,easy,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2016,1501300000.0,0.0,3283300000.0
",
1794,US,fundamental,"Calculate the Cash Ratio for Corteva in 2023. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2634,easy,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2023,2644000000.0,98000000.0,10409000000.0
",
1795,US,fundamental,"What is the Liability-to-Asset Ratio of Kinder Morgan in 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",55.3727,easy,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2024,39540000000.0,71407000000.0
",
1796,US,fundamental,"What was Extra Space Storage's Liability-to-Asset Ratio in 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",63.8552,easy,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2021,6688501000.0,10474477000.0
",
1797,US,fundamental,"In 2017, what was the Liability-to-Asset Ratio reported by Dominion Energy? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",74.7078,easy,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2017,57215000000.0,76585000000.0
",
1798,US,fundamental,"For Constellation Energy, what is the value of Liability-to-Asset Ratio in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",74.0554,easy,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2025,42396000000.0,57249000000.0
",
1799,US,fundamental,"Calculate the Liability-to-Asset Ratio for Freeport-McMoRan in 2025. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",47.1075,easy,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2025,27401000000.0,58167000000.0
",
1800,US,fundamental,"What is the Liability-to-Equity Ratio of GE Aerospace in 2021? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",377.9246,easy,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2021,157262000000.0,41612000000.0
",
1801,US,fundamental,"What was Emcor's Liability-to-Equity Ratio in 2022? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",179.8274,easy,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2022,3550316000.0,1974291000.0
",
1802,US,fundamental,"In 2020, what was the Liability-to-Equity Ratio reported by BNY Mellon? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",921.8026,easy,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2020,423513000000.0,45944000000.0
",
1803,US,fundamental,"For Uber, what is the value of Liability-to-Equity Ratio in 2023? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",216.3036,easy,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2023,26017000000.0,12028000000.0
",
1804,US,fundamental,"Calculate the Liability-to-Equity Ratio for Kroger in 2022. (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",395.5362,easy,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2022,39609000000.0,10014000000.0
",
1805,US,fundamental,"What is the Net Debt to Equity of Equinix in 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9188,easy,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2024,1199000000.0,13363000000.0,144000000.0,1331000000.0,3081000000.0,527000000.0,13527000000.0
",
1806,US,fundamental,"What was CVS Health's Net Debt to Equity in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7464,easy,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2022,0.0,50476000000.0,1678000000.0,16800000000.0,12945000000.0,2778000000.0,71315000000.0
",
1807,US,fundamental,"In 2021, what was the Net Debt to Equity reported by Dow Inc.? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6893,easy,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2021,161000000.0,14280000000.0,314000000.0,1149000000.0,2988000000.0,0.0,18739000000.0
",
1808,US,fundamental,"For EPAM Systems, what is the value of Net Debt to Equity in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.4955,easy,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2022,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0,3003010000.0
",
1809,US,fundamental,"Calculate the Net Debt to Equity for United Parcel Service in 2025. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3967,easy,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2025,608000000.0,23519000000.0,763000000.0,3700000000.0,5887000000.0,0.0,16255000000.0
",
1810,US,fundamental,"What is the Interest Coverage Ratio of Trimble Inc. in 2022? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.7852,easy,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2022,569100000.0,73100000.0
",
1811,US,fundamental,"What was Chevron Corporation's Interest Coverage Ratio in 2021? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.3919,easy,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2021,21639000000.0,712000000.0
",
1812,US,fundamental,"In 2016, what was the Interest Coverage Ratio reported by Bank of America? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.5251,easy,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2016,25153000000.0,9961000000.0
",
1813,US,fundamental,"For Lockheed Martin, what is the value of Interest Coverage Ratio in 2024? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.0039,easy,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2024,6220000000.0,1036000000.0
",
1814,US,fundamental,"Calculate the Interest Coverage Ratio for Ingersoll Rand in 2023. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.5801,easy,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2023,1031100000.0,156700000.0
",
1815,US,fundamental,"What is the Net Debt to EBITDA of Dow Inc. in 2022? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2653,easy,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2022,362000000.0,14698000000.0,287000000.0,997000000.0,3886000000.0,0.0,6090000000.0,662000000.0,2758000000.0,336000000.0
",
1816,US,fundamental,"What was United Parcel Service's Net Debt to EBITDA in 2025? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9035,easy,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2025,608000000.0,23519000000.0,763000000.0,3700000000.0,5887000000.0,0.0,7164000000.0,1017000000.0,3746000000.0
",
1817,US,fundamental,"In 2022, what was the Net Debt to EBITDA reported by Tyler Technologies? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6545,easy,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2022,30000000.0,362905000.0,10736000.0,48049000.0,173857000.0,37030000.0,187593000.0,21256000.0,159072000.0
",
1818,US,fundamental,"For T-Mobile US, what is the value of Net Debt to EBITDA in 2018? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9861,easy,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,841000000.0,12124000000.0,0.0,0.0,1203000000.0,0.0,3917000000.0,1525000000.0,6486000000.0
",
1819,US,fundamental,"Calculate the Net Debt to EBITDA for Carnival in 2025. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.3949,easy,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2025,0.0,24037000000.0,175000000.0,1178000000.0,1928000000.0,0.0,2772000000.0,1349000000.0,2790000000.0
",
1820,US,fundamental,"What is the Revenue Growth of PTC Inc. in 2020? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.15,easy,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2019,1255631000.0
2020,1458415000.0
",
1821,US,fundamental,"What was Analog Devices's Revenue Growth in 2017? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",49.2807,easy,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2016,3421409000.0
2017,5107503000.0
",
1822,US,fundamental,"In 2024, what was the Revenue Growth reported by TransDigm Group? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.5771,easy,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2023,6585000000.0
2024,7940000000.0
",
1823,US,fundamental,"For Regency Centers, what is the value of Revenue Growth in 2017? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",60.2169,easy,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2016,1228742000.0
2017,1968652000.0
",
1824,US,fundamental,"Calculate the Revenue Growth for Target Corporation in 2019. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6573,easy,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2018,75356000000.0
2019,78112000000.0
",
1825,US,fundamental,"What is the EBITDA Growth of D. R. Horton in 2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.1903,easy,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2019,2125300000.0,10900000.0,72000000.0
2020,2983000000.0,10200000.0,80400000.0
",
1826,US,fundamental,"What was Huntington Ingalls Industries's EBITDA Growth in 2021? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-14.2613,easy,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2020,810000000.0,114000000.0,191000000.0,56000000.0
2021,622000000.0,89000000.0,207000000.0,86000000.0
",
1827,US,fundamental,"In 2021, what was the EBITDA Growth reported by Arista Networks? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.2421,easy,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2020,738863000.0,0.0,44590000.0
2021,930879000.0,0.0,50334000.0
",
1828,US,fundamental,"For Assurant, what is the value of EBITDA Growth in 2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-4.9932,easy,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2019,554500000.0,110600000.0,125800000.0,16200000.0
2020,515300000.0,104500000.0,144300000.0,2700000.0
",
1829,US,fundamental,"Calculate the EBITDA Growth for Merck & Co. in 2025. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.457,easy,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2024,19936000000.0,0.0,2104000000.0,39000000.0
2025,21067000000.0,0.0,3045000000.0,55000000.0
",
1830,US,fundamental,"What is the Net Income Growth of Zebra Technologies in 2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-36.0691,easy,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2022,463000000.0
2023,296000000.0
",
1831,US,fundamental,"What was Archer Daniels Midland's Net Income Growth in 2017? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.7068,easy,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2016,1279000000.0
2017,1595000000.0
",
1832,US,fundamental,"In 2024, what was the Net Income Growth reported by Emcor? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",59.1081,easy,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2023,632994000.0
2024,1007145000.0
",
1833,US,fundamental,"For EOG Resources, what is the value of Net Income Growth in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-22.224,easy,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2024,6403000000.0
2025,4980000000.0
",
1834,US,fundamental,"Calculate the Net Income Growth for Live Nation Entertainment in 2025. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-44.6637,easy,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2024,896287000.0
2025,495972000.0
",
1835,US,fundamental,"What is the EPS Growth of Realty Income in 2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-11.3377,easy,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2022,869408000.0,611765815.0
2023,872309000.0,692298000.0
",
1836,US,fundamental,"What was ConocoPhillips's EPS Growth in 2019? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",19.9589,easy,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2018,6257000000.0,1166499.0
2019,7189000000.0,1117260.0
",
1837,US,fundamental,"In 2017, what was the EPS Growth reported by Northrop Grumman? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-6.0458,easy,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2016,2200000000.0,178900000.0
2017,2015000000.0,174400000.0
",
1838,US,fundamental,"For BNY Mellon, what is the value of EPS Growth in 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.6756,easy,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2020,3617000000.0,890839000.0
2021,3759000000.0,851905000.0
",
1839,US,fundamental,"Calculate the EPS Growth for Quanta Services in 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.4881,easy,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2020,445596000.0,141380000.0
2021,485956000.0,140824000.0
",
1840,US,fundamental,"What is the Free Cash Flow of RTX Corporation in 2025? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7940000000.0,easy,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2025,10567000000.0,2627000000.0
",
1841,US,fundamental,"What was Mettler Toledo's Free Cash Flow in 2019? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",506109000.0,easy,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2019,603450000.0,97341000.0
",
1842,US,fundamental,"In 2023, what was the Free Cash Flow reported by Cognizant? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2013000000.0,easy,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2023,2330000000.0,317000000.0
",
1843,US,fundamental,"For Verisk Analytics, what is the value of Free Cash Flow in 2023? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",830700000.0,easy,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2023,1060700000.0,230000000.0
",
1844,US,fundamental,"Calculate the Free Cash Flow for Republic Services in 2016. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",920000000.0,easy,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2016,1847800000.0,927800000.0
",
1845,US,fundamental,"What is the Free Cash Flow to Firm of CoStar Group in 2024? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-46115611.6135,easy,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2024,392600000.0,579000000.0,212500000.0,71400000.0,210100000.0
",
1846,US,fundamental,"What was Williams-Sonoma's Free Cash Flow to Firm in 2021? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1146077453.6142,easy,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2021,1371147000.0,226517000.0,1865000.0,324914000.0,1451251000.0
",
1847,US,fundamental,"In 2017, what was the Free Cash Flow to Firm reported by Jabil? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",604991417.417,easy,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2017,1256643000.0,716485000.0,130635000.0,129066000.0,256233000.0
",
1848,US,fundamental,"For Universal Health Services, what is the value of Free Cash Flow to Firm in 2020? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1710848481.1358,easy,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2020,2360169000.0,731307000.0,106285000.0,286247000.0,1252083000.0
",
1849,US,fundamental,"Calculate the Free Cash Flow to Firm for ServiceNow in 2025. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4593008403.3613,easy,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2025,5444000000.0,868000000.0,22000000.0,513000000.0,2261000000.0
",
1850,US,fundamental,"What is the Free Cash Flow to Equity of Cigna in 2019? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3364000000.0,easy,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2018,3770000000.0,528000000.0,2955000000.0,39523000000.0
2019,9485000000.0,1050000000.0,5514000000.0,31893000000.0
",
1851,US,fundamental,"What was Lamb Weston's Free Cash Flow to Equity in 2019? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",289000000.0,easy,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2018,481200000.0,306800000.0,9600000.0,2336700000.0
2019,680900000.0,334200000.0,8400000.0,2280200000.0
",
1852,US,fundamental,"In 2018, what was the Free Cash Flow to Equity reported by CBRE Group? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20188509000.0,easy,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2017,18052756000.0,178042000.0,910782000.0,1999603000.0
2018,20230676000.0,227803000.0,1328761000.0,1767260000.0
",
1853,US,fundamental,"For CVS Health, what is the value of Free Cash Flow to Equity in 2021? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8509000000.0,easy,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2020,15865000000.0,2437000000.0,0.0,59207000000.0
2021,18265000000.0,2520000000.0,0.0,51971000000.0
",
1854,US,fundamental,"Calculate the Free Cash Flow to Equity for PepsiCo in 2022. (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4341000000.0,easy,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2021,11616000000.0,4625000000.0,4308000000.0,36026000000.0
2022,10811000000.0,5207000000.0,3414000000.0,35657000000.0
",
1855,US,fundamental,"What is the Operating Cash Flow Margin of Amcor in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.2611,easy,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2025,1390000000.0,15009000000.0
",
1856,US,fundamental,"What was Qualcomm's Operating Cash Flow Margin in 2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.5438,easy,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2023,11299000000.0,35820000000.0
",
1857,US,fundamental,"In 2021, what was the Operating Cash Flow Margin reported by Crown Castle? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",43.9905,easy,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2021,2789000000.0,6340000000.0
",
1858,US,fundamental,"For News Corp (Class B), what is the value of Operating Cash Flow Margin in 2020? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.659,easy,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2020,780000000.0,9008000000.0
",
1859,US,fundamental,"Calculate the Operating Cash Flow Margin for Martin Marietta Materials in 2016. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.7716,easy,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2016,678654000.0,3818749000.0
",
1860,US,fundamental,"What is the Capex Intensity of Cencora in 2016? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3164,easy,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2016,464616000.0,146849686000.0
",
1861,US,fundamental,"What was Revvity's Capex Intensity in 2022? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5856,easy,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2022,85632000.0,3311822000.0
",
1862,US,fundamental,"In 2024, what was the Capex Intensity reported by Bunge Global? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5909,easy,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2024,1376000000.0,53108000000.0
",
1863,US,fundamental,"For Ventas, what is the value of Capex Intensity in 2016? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.4109,easy,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2016,117456000.0,3443522000.0
",
1864,US,fundamental,"Calculate the Capex Intensity for Bio-Techne in 2022. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0619,easy,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2022,44908000.0,1105599000.0
",
1865,US,fundamental,"What is the Cash Flow to Net Income of Kraft Heinz in 2017? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0479,easy,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2017,527000000.0,10999000000.0
",
1866,US,fundamental,"What was CoStar Group's Cash Flow to Net Income in 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6056,easy,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2021,469731000.0,292564000.0
",
1867,US,fundamental,"In 2019, what was the Cash Flow to Net Income reported by Live Nation Entertainment? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.7218,easy,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2019,469783000.0,69889000.0
",
1868,US,fundamental,"For Ameriprise Financial, what is the value of Cash Flow to Net Income in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7222,easy,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2022,4407000000.0,2559000000.0
",
1869,US,fundamental,"Calculate the Cash Flow to Net Income for Autodesk in 2022. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5164,easy,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2022,2071000000.0,823000000.0
",
1870,US,fundamental,"What is the Cash Flow to Debt of ServiceNow in 2016? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3149,easy,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2016,159921000.0,0.0,507812000.0
",
1871,US,fundamental,"What was Baker Hughes's Cash Flow to Debt in 2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1708,easy,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2020,1304000000.0,889000000.0,6744000000.0
",
1872,US,fundamental,"In 2023, what was the Cash Flow to Debt reported by Block? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0245,easy,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2023,100961000.0,0.0,4120091000.0
",
1873,US,fundamental,"For Axon Enterprise, what is the value of Cash Flow to Debt in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3492,easy,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2022,235361000.0,0.0,673967000.0
",
1874,US,fundamental,"Calculate the Cash Flow to Debt for BNY Mellon in 2025. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1987,easy,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2025,6730000000.0,2003000000.0,31873000000.0
",
1875,US,fundamental,"What is the Earnings Per Share Basic of Targa Resources in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.1276,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2022,1195500000.0,227300000.0,30000000.0
",
1876,US,fundamental,"What was Prologis's Earnings Per Share Basic in 2017? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.103,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2017,1652325000.0,530400000.0,6499000.0
",
1877,US,fundamental,"In 2021, what was the Earnings Per Share Basic reported by Alliant Energy? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6339,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2021,674000000.0,250200000.0,15000000.0
",
1878,US,fundamental,"For Progressive Corporation, what is the value of Earnings Per Share Basic in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1886,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2022,721500000.0,584400000.0,26900000.0
",
1879,US,fundamental,"Calculate the Earnings Per Share Basic for Wells Fargo in 2022. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1712,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2022,13182000000.0,3805200000.0,1115000000.0
",
1880,US,fundamental,"What is the Earnings Per Share Diluted of Fifth Third Bancorp in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.5331,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2025,2522000000.0,672502856.0,146000000.0
",
1881,US,fundamental,"What was Williams Companies's Earnings Per Share Diluted in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6734,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2022,2049000000.0,1222672000.0,3000000.0
",
1882,US,fundamental,"In 2016, what was the Earnings Per Share Diluted reported by Prologis? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.201,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2016,1209932000.0,546666000.0,6714000.0
",
1883,US,fundamental,"For Charles Schwab Corporation, what is the value of Earnings Per Share Diluted in 2018? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.446,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2018,3507000000.0,1361000000.0,178000000.0
",
1884,US,fundamental,"Calculate the Earnings Per Share Diluted for Ameren in 2016. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6582,easy,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2016,653000000.0,243400000.0,6000000.0
",
1885,US,fundamental,"What is the Operating Cash Flow Per Share of Trimble Inc. in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6145,easy,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2025,386200000.0,239200000.0
",
1886,US,fundamental,"What was Chipotle Mexican Grill's Operating Cash Flow Per Share in 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5384,easy,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2024,2105076000.0,1368343000.0
",
1887,US,fundamental,"In 2018, what was the Operating Cash Flow Per Share reported by Target Corporation? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.294,easy,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2018,5970000000.0,528600000.0
",
1888,US,fundamental,"For Accenture, what is the value of Operating Cash Flow Per Share in 2017? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.0197,easy,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2017,4973039000.0,620104250.0
",
1889,US,fundamental,"Calculate the Operating Cash Flow Per Share for Ecolab in 2020. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.4815,easy,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2020,1860200000.0,287000000.0
",
1890,US,fundamental,"What is the Equity Multiplier of Public Storage in 2017? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1368,easy,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2016,10130338000.0,9411910000.0
2017,10732892000.0,8940009000.0
",
1891,US,fundamental,"What was Lockheed Martin's Equity Multiplier in 2020? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.7458,easy,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2019,47528000000.0,3127000000.0
2020,50710000000.0,6015000000.0
",
1892,US,fundamental,"In 2020, what was the Equity Multiplier reported by American Water Works? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7732,easy,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2019,22682000000.0,6121000000.0
2020,24766000000.0,6454000000.0
",
1893,US,fundamental,"For Tyler Technologies, what is the value of Equity Multiplier in 2019? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3537,easy,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2018,1790963000.0,1324846000.0
2019,2191614000.0,1617058000.0
",
1894,US,fundamental,"Calculate the Equity Multiplier for Insulet Corporation in 2020. (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.4383,easy,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2019,1142900000.0,75900000.0
2020,1872900000.0,603600000.0
",
1895,US,fundamental,"What is the EBITDA of Xylem Inc. in 2023? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",897000000.0,easy,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2023,635000000.0,69000000.0,193000000.0
",
1896,US,fundamental,"What was PNC Financial Services's EBITDA in 2019? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11592000000.0,easy,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2019,6480000000.0,3797000000.0,1315000000.0
",
1897,US,fundamental,"In 2017, what was the EBITDA reported by Coca-Cola Company (The)? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8843000000.0,easy,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2017,6742000000.0,841000000.0,1260000000.0
",
1898,US,fundamental,"For Weyerhaeuser, what is the value of EBITDA in 2022? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3055000000.0,easy,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2022,2305000000.0,270000000.0,480000000.0
",
1899,US,fundamental,"Calculate the EBITDA for Moody's Corporation in 2019. (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2218000000.0,easy,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2019,1810000000.0,208000000.0,200000000.0
",
1900,US,fundamental,"What is the NOPAT of Dominion Energy in 2016? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2991253575.1657,easy,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2016,2867000000.0,1010000000.0,655000000.0
",
1901,US,fundamental,"What was Hormel Foods's NOPAT in 2017? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",855505494.3194,easy,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2017,1278645000.0,12683000.0,431542000.0
",
1902,US,fundamental,"In 2024, what was the NOPAT reported by APA Corporation? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",544147231.2704,easy,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2024,1535000000.0,372000000.0,1097000000.0
",
1903,US,fundamental,"For Jabil, what is the value of NOPAT in 2022? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1117364744.1105,easy,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2022,1231000000.0,150000000.0,235000000.0
",
1904,US,fundamental,"Calculate the NOPAT for Rollins in 2020. (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",277434844.2039,easy,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2020,354720000.0,5056000.0,81184000.0
",
1905,US,fundamental,"Comparing the maximum of Gross Margin from 2021 to 2023, what is the ratio of CenterPoint Energy to Healthpeak Properties? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1754,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
CenterPoint Energy,2021,8352000000.0,2810000000.0
CenterPoint Energy,2022,9321000000.0,2833000000.0
CenterPoint Energy,2023,8696000000.0,2850000000.0
Healthpeak Properties,2021,1896184000.0,773279000.0
Healthpeak Properties,2022,2061178000.0,862991000.0
Healthpeak Properties,2023,2181003000.0,902060000.0
","corporate,year,Gross Margin
CenterPoint Energy,2021,66.35536398467433
CenterPoint Energy,2022,69.60626542216501
CenterPoint Energy,2023,67.2263109475621
Healthpeak Properties,2021,59.21920024638959
Healthpeak Properties,2022,58.13117547344285
Healthpeak Properties,2023,58.640130251998734
"
1906,US,fundamental,"What is the ratio of Amgen to NiSource in terms of the average of Gross Margin from 2023 to 2025? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8812,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Amgen,2023,28190000000.0,8451000000.0
Amgen,2024,33424000000.0,12858000000.0
Amgen,2025,36751000000.0,12037000000.0
NiSource,2023,5347800000.0,1533300000.0
NiSource,2024,5282900000.0,1132200000.0
NiSource,2025,6522800000.0,1584400000.0
","corporate,year,Gross Margin
Amgen,2023,70.02128414331324
Amgen,2024,61.53063666826233
Amgen,2025,67.2471497374221
NiSource,2023,71.32839672388646
NiSource,2024,78.56858922182892
NiSource,2025,75.70981786962653
"
1907,US,fundamental,"From 2018 to 2022, how does the maximum of Gross Margin for Hershey Company (The) compare to AT&T as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5684,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Hershey Company (The),2018,7791069000.0,4215744000.0
Hershey Company (The),2019,7986252000.0,4363774000.0
Hershey Company (The),2020,8149719000.0,4448450000.0
Hershey Company (The),2021,8971337000.0,4922739000.0
Hershey Company (The),2022,10419294000.0,5920509000.0
AT&T,2018,170756000000.0,32906000000.0
AT&T,2019,181193000000.0,49785000000.0
AT&T,2020,171760000000.0,47011000000.0
AT&T,2021,168864000000.0,48575000000.0
AT&T,2022,120741000000.0,24009000000.0
","corporate,year,Gross Margin
AT&T,2018,80.72922766989154
AT&T,2019,72.52377299343794
AT&T,2020,72.62983232417326
AT&T,2021,71.23424767860527
AT&T,2022,80.11528809600715
Hershey Company (The),2018,45.89004410049506
Hershey Company (The),2019,45.35892431142919
Hershey Company (The),2020,45.41590943196937
Hershey Company (The),2021,45.12814533664269
Hershey Company (The),2022,43.17744561195797
"
1908,US,fundamental,"Over 2021-2023, what is the ratio of Tesla to Nvidia for the maximum of Gross Margin? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0131,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Tesla,2021,152726000000.0,40217000000.0
Tesla,2022,90929000000.0,60609000000.0
Tesla,2023,96773000000.0,79113000000.0
Nvidia,2021,26914000000.0,9439000000.0
Nvidia,2022,26974000000.0,11618000000.0
Nvidia,2023,60922000000.0,16621000000.0
","corporate,year,Gross Margin
Nvidia,2021,64.92903321691314
Nvidia,2022,56.928894490991325
Nvidia,2023,72.71757329043696
Tesla,2021,73.66722103636579
Tesla,2022,33.34469751124504
Tesla,2023,18.248891736331416
"
1909,US,fundamental,"Calculate the maximum of Gross Margin for Bio-Techne and General Motors separately from 2021 to 2025, and compute the ratio of Bio-Techne to General Motors. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2843,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Bio-Techne,2021,931032000.0,298182000.0
Bio-Techne,2022,1105599000.0,349103000.0
Bio-Techne,2023,1136702000.0,366887000.0
Bio-Techne,2024,1159060000.0,389335000.0
Bio-Techne,2025,1219635000.0,429363000.0
General Motors,2021,127004000000.0,100544000000.0
General Motors,2022,156735000000.0,126892000000.0
General Motors,2023,171842000000.0,141330000000.0
General Motors,2024,187442000000.0,151065000000.0
General Motors,2025,185019000000.0,159128000000.0
","corporate,year,Gross Margin
Bio-Techne,2021,67.97295903900188
Bio-Techne,2022,68.42408504349225
Bio-Techne,2023,67.72355463437208
Bio-Techne,2024,66.40941797663625
Bio-Techne,2025,64.79577906504815
General Motors,2021,20.833989480646277
General Motors,2022,19.040418540849206
General Motors,2023,17.755845485969672
General Motors,2024,19.407069920295346
General Motors,2025,13.993697944535427
"
1910,US,fundamental,"Comparing the minimum of EBIT Margin from 2018 to 2022, what is the ratio of Idexx Laboratories to Eaton Corporation? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.2759,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Idexx Laboratories,2018,2213242000.0,457742000.0,34744000.0
Idexx Laboratories,2019,2406908000.0,522218000.0,31055000.0
Idexx Laboratories,2020,2706655000.0,661985000.0,33125000.0
Idexx Laboratories,2021,3215360000.0,902654000.0,29808000.0
Idexx Laboratories,2022,3367324000.0,859972000.0,39858000.0
Eaton Corporation,2018,21609000000.0,2424000000.0,0.0
Eaton Corporation,2019,21390000000.0,2591000000.0,0.0
Eaton Corporation,2020,17858000000.0,1746000000.0,0.0
Eaton Corporation,2021,19628000000.0,2896000000.0,0.0
Eaton Corporation,2022,20752000000.0,2911000000.0,0.0
","corporate,year,EBIT Margin
Eaton Corporation,2018,11.217548243787311
Eaton Corporation,2019,12.113136979897149
Eaton Corporation,2020,9.77713069772651
Eaton Corporation,2021,14.754432443448135
Eaton Corporation,2022,14.02756360832691
Idexx Laboratories,2018,22.25179171550151
Idexx Laboratories,2019,22.98687777015158
Idexx Laboratories,2020,25.681514637070478
Idexx Laboratories,2021,29.000236365445858
Idexx Laboratories,2022,26.722406278694894
"
1911,US,fundamental,"What is the ratio of Microchip Technology to UDR in terms of the maximum of EBIT Margin from 2017 to 2021? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7491,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Microchip Technology,2017,3980800000.0,737300000.0,199000000.0
Microchip Technology,2018,5349500000.0,204500000.0,502900000.0
Microchip Technology,2019,5274200000.0,150400000.0,497300000.0
Microchip Technology,2020,5438400000.0,339500000.0,356900000.0
Microchip Technology,2021,6820900000.0,1482500000.0,257000000.0
UDR,2017,984309000.0,89011000.0,128711000.0
UDR,2018,1046859000.0,222230000.0,134168000.0
UDR,2019,1152193000.0,203417000.0,170917000.0
UDR,2020,1241165000.0,71515000.0,202706000.0
UDR,2021,1290767000.0,162432000.0,186267000.0
","corporate,year,EBIT Margin
Microchip Technology,2017,23.520397909967848
Microchip Technology,2018,13.223665763155434
Microchip Technology,2019,12.2805354366539
Microchip Technology,2020,12.805236834363049
Microchip Technology,2021,25.502499670131506
UDR,2017,22.11927352081511
UDR,2018,34.04450838174004
UDR,2019,32.48882782658808
UDR,2020,22.09383925586042
UDR,2021,27.014867904122124
"
1912,US,fundamental,"From 2023 to 2025, how does the minimum of EBIT Margin for Datadog compare to Tractor Supply as a ratio? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3161,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Datadog,2023,2128359000.0,60235000.0,3388000.0
Datadog,2024,2684275000.0,203940000.0,3761000.0
Datadog,2025,3427158000.0,127021000.0,5602000.0
Tractor Supply,2023,14555741000.0,1432402000.0,56315000.0
Tractor Supply,2024,14883231000.0,1412940000.0,65865000.0
Tractor Supply,2025,15524046000.0,1398245000.0,69757000.0
","corporate,year,EBIT Margin
Datadog,2023,2.9892983279606495
Datadog,2024,7.737694535768504
Datadog,2025,3.8697661444263733
Tractor Supply,2023,10.227696412020522
Tractor Supply,2024,9.936048160510309
Tractor Supply,2025,9.456310552030057
"
1913,US,fundamental,"Over 2016-2018, what is the ratio of Avery Dennison to Coca-Cola Company (The) for the minimum of EBIT Margin? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4044,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Avery Dennison,2016,6086500000.0,477100000.0,59900000.0
Avery Dennison,2017,6613800000.0,589500000.0,63000000.0
Avery Dennison,2018,7159000000.0,554800000.0,58500000.0
Coca-Cola Company (The),2016,41863000000.0,8136000000.0,733000000.0
Coca-Cola Company (The),2017,35410000000.0,6742000000.0,841000000.0
Coca-Cola Company (The),2018,31856000000.0,8350000000.0,919000000.0
","corporate,year,EBIT Margin
Avery Dennison,2016,8.822804567485418
Avery Dennison,2017,9.865735280776558
Avery Dennison,2018,8.56683894398659
Coca-Cola Company (The),2016,21.18577263932351
Coca-Cola Company (The),2017,21.414854560858515
Coca-Cola Company (The),2018,29.096559517830233
"
1914,US,fundamental,"Calculate the minimum of EBIT Margin for Campbell's Company (The) and Regeneron Pharmaceuticals separately from 2021 to 2025, and compute the ratio of Campbell's Company (The) to Regeneron Pharmaceuticals. (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3205,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Campbell's Company (The),2021,8476000000.0,1336000000.0,210000000.0
Campbell's Company (The),2022,8562000000.0,975000000.0,189000000.0
Campbell's Company (The),2023,9357000000.0,1128000000.0,188000000.0
Campbell's Company (The),2024,9636000000.0,757000000.0,249000000.0
Campbell's Company (The),2025,10253000000.0,796000000.0,345000000.0
Regeneron Pharmaceuticals,2021,16071700000.0,9325800000.0,57300000.0
Regeneron Pharmaceuticals,2022,12172900000.0,4858800000.0,59400000.0
Regeneron Pharmaceuticals,2023,13117200000.0,4199300000.0,73000000.0
Regeneron Pharmaceuticals,2024,14202000000.0,4779900000.0,55200000.0
Regeneron Pharmaceuticals,2025,14342900000.0,5230700000.0,43800000.0
","corporate,year,EBIT Margin
Campbell's Company (The),2021,18.2397357243983
Campbell's Company (The),2022,13.594954449894884
Campbell's Company (The),2023,14.064336860104735
Campbell's Company (The),2024,10.440016604400167
Campbell's Company (The),2025,11.128450209694723
Regeneron Pharmaceuticals,2021,58.38274731360092
Regeneron Pharmaceuticals,2022,40.40286209531007
Regeneron Pharmaceuticals,2023,32.57021315524655
Regeneron Pharmaceuticals,2024,34.045204900718204
Regeneron Pharmaceuticals,2025,36.7742925070941
"
1915,US,fundamental,"Comparing the average of EBITDA Margin from 2019 to 2023, what is the ratio of Consolidated Edison to ResMed? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0893,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Consolidated Edison,2019,12574000000.0,1736000000.0,991000000.0,1684000000.0,0.0
Consolidated Edison,2020,12246000000.0,1234000000.0,1019000000.0,1920000000.0,0.0
Consolidated Edison,2021,13676000000.0,1383000000.0,905000000.0,2032000000.0,0.0
Consolidated Edison,2022,15670000000.0,2098000000.0,852000000.0,2056000000.0,0.0
Consolidated Edison,2023,14663000000.0,3003000000.0,1023000000.0,2031000000.0,0.0
ResMed,2019,2606572000.0,518847000.0,36156000.0,150795000.0,0.0
ResMed,2020,2957013000.0,733088000.0,40377000.0,154850000.0,49603000.0
ResMed,2021,3196825000.0,883662000.0,23989000.0,156758000.0,45127000.0
ResMed,2022,3578127000.0,960483000.0,22312000.0,159609000.0,39650000.0
ResMed,2023,4222993000.0,1101664000.0,47379000.0,165156000.0,30396000.0
","corporate,year,EBITDA Margin
Consolidated Edison,2019,35.08032447908383
Consolidated Edison,2020,34.07643312101911
Consolidated Edison,2021,31.58818367943843
Consolidated Edison,2022,31.946394384173583
Consolidated Edison,2023,41.30805428629885
ResMed,2019,27.077632998436265
ResMed,2020,33.0711430757998
ResMed,2021,34.707436284438465
ResMed,2022,33.035551840390234
ResMed,2023,31.839858602654562
"
1916,US,fundamental,"What is the ratio of Tyson Foods to C.H. Robinson in terms of the minimum of EBITDA Margin from 2018 to 2022? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8245,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Tyson Foods,2018,40052000000.0,2745000000.0,350000000.0,723000000.0
Tyson Foods,2019,42405000000.0,2431000000.0,462000000.0,819000000.0
Tyson Foods,2020,43185000000.0,2770000000.0,485000000.0,900000000.0
Tyson Foods,2021,47049000000.0,4041000000.0,428000000.0,934000000.0
Tyson Foods,2022,53282000000.0,4149000000.0,365000000.0,945000000.0
C.H. Robinson,2018,16631172000.0,880273000.0,47544000.0,96729000.0
C.H. Robinson,2019,15309508000.0,742257000.0,50854000.0,100449000.0
C.H. Robinson,2020,16207106000.0,628331000.0,47518000.0,101727000.0
C.H. Robinson,2021,23102138000.0,1022291000.0,51367000.0,91259000.0
C.H. Robinson,2022,24696625000.0,1166765000.0,71563000.0,92776000.0
","corporate,year,EBITDA Margin
C.H. Robinson,2018,6.160395671453581
C.H. Robinson,2019,5.836634332076511
C.H. Robinson,2020,4.797747358473499
C.H. Robinson,2021,5.042464035146877
C.H. Robinson,2022,5.389821483704757
Tyson Foods,2018,9.532607610106862
Tyson Foods,2019,8.7536847069921
Tyson Foods,2020,9.62139631816603
Tyson Foods,2021,11.483772237454568
Tyson Foods,2022,10.245486280545023
"
1917,US,fundamental,"From 2019 to 2021, how does the maximum of EBITDA Margin for AutoZone compare to F5 as a ratio? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8429,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
AutoZone,2019,11863743000.0,2031333000.0,184804000.0,369957000.0
AutoZone,2020,12631967000.0,2216514000.0,201165000.0,397466000.0
AutoZone,2021,14629585000.0,2749190000.0,195337000.0,407683000.0
F5,2019,2242447000.0,541111000.0,0.0,68507000.0
F5,2020,2350822000.0,396397000.0,6568000.0,95857000.0
F5,2021,2603416000.0,386937000.0,5280000.0,115424000.0
","corporate,year,EBITDA Margin
AutoZone,2019,21.79829755246721
AutoZone,2020,22.28587994252993
AutoZone,2021,22.913910408258335
F5,2019,27.185391672579108
F5,2020,21.219045933720203
F5,2021,19.49903511386578
"
1918,US,fundamental,"Over 2018-2022, what is the ratio of Revvity to Microchip Technology for the maximum of EBITDA Margin? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7289,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Revvity,2018,2777996000.0,257683000.0,56451000.0,180588000.0,0.0
Revvity,2019,2883673000.0,237142000.0,82693000.0,214025000.0,0.0
Revvity,2020,3782745000.0,906364000.0,42142000.0,246507000.0,0.0
Revvity,2021,5067169000.0,1279886000.0,54120000.0,358004000.0,0.0
Revvity,2022,3311822000.0,651837000.0,97934000.0,427000000.0,0.0
Microchip Technology,2018,5349500000.0,204500000.0,502900000.0,876400000.0,3100000.0
Microchip Technology,2019,5274200000.0,150400000.0,497300000.0,1215600000.0,2200000.0
Microchip Technology,2020,5438400000.0,339500000.0,356900000.0,1153300000.0,0.0
Microchip Technology,2021,6820900000.0,1482500000.0,257000000.0,1143500000.0,3000000.0
Microchip Technology,2022,8438700000.0,2909700000.0,203900000.0,998400000.0,1800000.0
","corporate,year,EBITDA Margin
Microchip Technology,2018,29.664454621927284
Microchip Technology,2019,35.3702931250237
Microchip Technology,2020,34.0118417181524
Microchip Technology,2021,42.31113196205779
Microchip Technology,2022,48.74921492646972
Revvity,2018,17.808592956937304
Revvity,2019,18.51319480398783
Revvity,2020,31.591159330063224
Revvity,2021,33.391623606791086
Revvity,2022,35.532435016133114
"
1919,US,fundamental,"Calculate the minimum of EBITDA Margin for 3M and Las Vegas Sands separately from 2016 to 2018, and compute the ratio of 3M to Las Vegas Sands. (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.812,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
3M,2016,30109000000.0,7053000000.0,199000000.0,1474000000.0
3M,2017,31657000000.0,7548000000.0,0.0,1544000000.0
3M,2018,32765000000.0,7000000000.0,0.0,1488000000.0
Las Vegas Sands,2016,11410000000.0,2255000000.0,274000000.0,1111000000.0
Las Vegas Sands,2017,12882000000.0,3052000000.0,327000000.0,1171000000.0
Las Vegas Sands,2018,13729000000.0,3326000000.0,446000000.0,1111000000.0
","corporate,year,EBITDA Margin
3M,2016,28.981367697366235
3M,2017,28.720346210948605
3M,2018,25.905692049443
Las Vegas Sands,2016,31.901840490797547
Las Vegas Sands,2017,35.32060239093309
Las Vegas Sands,2018,35.567047854905674
"
1920,US,fundamental,"Comparing the average of Net Profit Margin from 2018 to 2022, what is the ratio of Lockheed Martin to NVR? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7418,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Lockheed Martin,2018,53762000000.0,5046000000.0
Lockheed Martin,2019,59812000000.0,6230000000.0
Lockheed Martin,2020,65398000000.0,6833000000.0
Lockheed Martin,2021,67044000000.0,6315000000.0
Lockheed Martin,2022,65984000000.0,5732000000.0
NVR,2018,7163674000.0,797197000.0
NVR,2019,7388664000.0,878539000.0
NVR,2020,7536923000.0,901248000.0
NVR,2021,8951025000.0,1236719000.0
NVR,2022,10526434000.0,1725575000.0
","corporate,year,Net Profit Margin
Lockheed Martin,2018,9.385811539749266
Lockheed Martin,2019,10.415970039456965
Lockheed Martin,2020,10.448331753264625
Lockheed Martin,2021,9.41918739931985
Lockheed Martin,2022,8.686954413191076
NVR,2018,11.128326051688003
NVR,2019,11.890363399932653
NVR,2020,11.957771095711074
NVR,2021,13.816507048075499
NVR,2022,16.392778409098465
"
1921,US,fundamental,"What is the ratio of Abbott Laboratories to Travelers Companies (The) in terms of the maximum of Net Profit Margin from 2018 to 2020? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5402,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Abbott Laboratories,2018,30578000000.0,2368000000.0
Abbott Laboratories,2019,31904000000.0,3687000000.0
Abbott Laboratories,2020,34608000000.0,4495000000.0
Travelers Companies (The),2018,30282000000.0,2523000000.0
Travelers Companies (The),2019,31581000000.0,2622000000.0
Travelers Companies (The),2020,31981000000.0,2697000000.0
","corporate,year,Net Profit Margin
Abbott Laboratories,2018,7.744129766498791
Abbott Laboratories,2019,11.556544633901705
Abbott Laboratories,2020,12.988326398520572
Travelers Companies (The),2018,8.331682187438082
Travelers Companies (The),2019,8.302460340077895
Travelers Companies (The),2020,8.43313217222726
"
1922,US,fundamental,"From 2017 to 2019, how does the maximum of Net Profit Margin for Willis Towers Watson compare to DuPont as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5833,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Willis Towers Watson,2017,8202000000.0,568000000.0
Willis Towers Watson,2018,8513000000.0,695000000.0
Willis Towers Watson,2019,9039000000.0,1044000000.0
DuPont,2017,62484000000.0,1460000000.0
DuPont,2018,85977000000.0,3844000000.0
DuPont,2019,21512000000.0,498000000.0
","corporate,year,Net Profit Margin
DuPont,2017,2.336598169131298
DuPont,2018,4.4709631645672685
DuPont,2019,2.314986984008925
Willis Towers Watson,2017,6.925140209704949
Willis Towers Watson,2018,8.16398449430283
Willis Towers Watson,2019,11.549950215731828
"
1923,US,fundamental,"Over 2019-2021, what is the ratio of Salesforce to Microsoft for the maximum of Net Profit Margin? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5256,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Salesforce,2019,17098000000.0,126000000.0
Salesforce,2020,21252000000.0,4072000000.0
Salesforce,2021,26492000000.0,1444000000.0
Microsoft,2019,125843000000.0,39240000000.0
Microsoft,2020,143015000000.0,44281000000.0
Microsoft,2021,168088000000.0,61271000000.0
","corporate,year,Net Profit Margin
Microsoft,2019,31.181710544090652
Microsoft,2020,30.962486452470024
Microsoft,2021,36.451739564989765
Salesforce,2019,0.7369282957071003
Salesforce,2020,19.160549595332206
Salesforce,2021,5.450702098746792
"
1924,US,fundamental,"Calculate the average of Net Profit Margin for Leidos and Nike separately from 2017 to 2019, and compute the ratio of Leidos to Nike. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5477,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Leidos,2017,10170000000.0,366000000.0
Leidos,2018,10194000000.0,581000000.0
Leidos,2019,11094000000.0,667000000.0
Nike,2017,34350000000.0,4240000000.0
Nike,2018,36397000000.0,1933000000.0
Nike,2019,39117000000.0,4029000000.0
","corporate,year,Net Profit Margin
Leidos,2017,3.5988200589970503
Leidos,2018,5.699431037865411
Leidos,2019,6.012258878673157
Nike,2017,12.343522561863175
Nike,2018,5.310877270104679
Nike,2019,10.29986962190352
"
1925,US,fundamental,"Comparing the average of Return on Equity from 2022 to 2024, what is the ratio of Eaton Corporation to Mosaic Company (The)? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2371,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Eaton Corporation,2021,2144000000.0,16413000000.0
Eaton Corporation,2022,2462000000.0,17038000000.0
Eaton Corporation,2023,3218000000.0,19036000000.0
Eaton Corporation,2024,3794000000.0,18488000000.0
Mosaic Company (The),2021,1630600000.0,10604100000.0
Mosaic Company (The),2022,3582800000.0,12054600000.0
Mosaic Company (The),2023,1164900000.0,12290200000.0
Mosaic Company (The),2024,174900000.0,11482400000.0
","corporate,year,Return on Equity
Eaton Corporation,2022,14.720038264924815
Eaton Corporation,2023,17.84110439651827
Eaton Corporation,2024,20.221724762818464
Mosaic Company (The),2022,31.62405610207117
Mosaic Company (The),2023,9.570010844204923
Mosaic Company (The),2024,1.4714419121173117
"
1926,US,fundamental,"What is the ratio of IQVIA to Mettler Toledo in terms of the maximum of Return on Equity from 2019 to 2021? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0474,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
IQVIA,2018,259000000.0,6714000000.0
IQVIA,2019,191000000.0,6003000000.0
IQVIA,2020,279000000.0,6001000000.0
IQVIA,2021,966000000.0,6042000000.0
Mettler Toledo,2018,512611000.0,590063000.0
Mettler Toledo,2019,561109000.0,420780000.0
Mettler Toledo,2020,602739000.0,282675000.0
Mettler Toledo,2021,768985000.0,171421000.0
","corporate,year,Return on Equity
IQVIA,2019,3.0038531100102226
IQVIA,2020,4.648450516494502
IQVIA,2021,16.042514323673505
Mettler Toledo,2019,111.01803148461235
Mettler Toledo,2020,171.3653325372625
Mettler Toledo,2021,338.6882949860822
"
1927,US,fundamental,"From 2021 to 2023, how does the minimum of Return on Equity for Lilly (Eli) compare to W. R. Berkley Corporation as a ratio? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1016,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Lilly (Eli),2020,6193700000.0,5641600000.0
Lilly (Eli),2021,5581700000.0,8979200000.0
Lilly (Eli),2022,6244800000.0,10649800000.0
Lilly (Eli),2023,5240400000.0,10771900000.0
W. R. Berkley Corporation,2020,530670000.0,6310802000.0
W. R. Berkley Corporation,2021,1022490000.0,6653011000.0
W. R. Berkley Corporation,2022,1381062000.0,6748332000.0
W. R. Berkley Corporation,2023,1381359000.0,7455431000.0
","corporate,year,Return on Equity
Lilly (Eli),2021,76.35286714817246
Lilly (Eli),2022,63.628305058841505
Lilly (Eli),2023,48.926088965861716
W. R. Berkley Corporation,2021,15.774525596751513
W. R. Berkley Corporation,2022,20.61079997728586
W. R. Berkley Corporation,2023,19.450606152749803
"
1928,US,fundamental,"Over 2020-2022, what is the ratio of Hartford (The) to Emcor for the minimum of Return on Equity? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5419,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Hartford (The),2019,2085000000.0,16270000000.0
Hartford (The),2020,1737000000.0,18556000000.0
Hartford (The),2021,2365000000.0,17843000000.0
Hartford (The),2022,1815000000.0,13631000000.0
Emcor,2019,325140000.0,2057134000.0
Emcor,2020,132943000.0,2052668000.0
Emcor,2021,383532000.0,2252387000.0
Emcor,2022,406122000.0,1973589000.0
","corporate,year,Return on Equity
Emcor,2020,6.4695574142014625
Emcor,2021,17.817751457298456
Emcor,2022,19.220270063057622
Hartford (The),2020,9.975305806007007
Hartford (The),2021,12.994862496222423
Hartford (The),2022,11.533329097032471
"
1929,US,fundamental,"Calculate the maximum of Return on Equity for Walmart and Dollar General separately from 2023 to 2025, and compute the ratio of Walmart to Dollar General. (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8497,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Walmart,2022,11680000000.0,76693000000.0
Walmart,2023,15511000000.0,83861000000.0
Walmart,2024,19436000000.0,91013000000.0
Walmart,2025,21893000000.0,99617000000.0
Dollar General,2022,2415989000.0,5541772000.0
Dollar General,2023,1661274000.0,6749119000.0
Dollar General,2024,1125253000.0,7413707000.0
Dollar General,2025,1512311000.0,8511962000.0
","corporate,year,Return on Equity
Dollar General,2023,27.03260487787256
Dollar General,2024,15.890232641423399
Dollar General,2025,18.99211894960268
Walmart,2023,19.321848100950458
Walmart,2024,22.228576003293803
Walmart,2025,22.969102449771807
"
1930,US,fundamental,"Comparing the minimum of Return on Assets from 2018 to 2020, what is the ratio of Xcel Energy to Blackstone Inc.? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7943,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
Xcel Energy,2017,1148000000.0,43030000000.0
Xcel Energy,2018,1261000000.0,45987000000.0
Xcel Energy,2019,1372000000.0,50448000000.0
Xcel Energy,2020,1473000000.0,53957000000.0
Blackstone Inc.,2017,1470830000.0,34428910000.0
Blackstone Inc.,2018,1541788000.0,28924650000.0
Blackstone Inc.,2019,2049682000.0,32585506000.0
Blackstone Inc.,2020,1045363000.0,26269252000.0
","corporate,year,Return on Assets
Blackstone Inc.,2018,4.867249764654109
Blackstone Inc.,2019,6.664531951439044
Blackstone Inc.,2020,3.55234830801615
Xcel Energy,2018,2.833166698495793
Xcel Energy,2019,2.845439933634054
Xcel Energy,2020,2.821703941382118
"
1931,US,fundamental,"What is the ratio of News Corp (Class A) to Intuitive Surgical in terms of the maximum of Return on Assets from 2022 to 2024? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2698,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
News Corp (Class A),2021,330000000.0,16771000000.0
News Corp (Class A),2022,623000000.0,17221000000.0
News Corp (Class A),2023,149000000.0,16921000000.0
News Corp (Class A),2024,266000000.0,16684000000.0
Intuitive Surgical,2021,1704600000.0,13555000000.0
Intuitive Surgical,2022,1322300000.0,12974000000.0
Intuitive Surgical,2023,1798000000.0,15441500000.0
Intuitive Surgical,2024,2322600000.0,18743200000.0
","corporate,year,Return on Assets
Intuitive Surgical,2022,9.968713483357835
Intuitive Surgical,2023,12.65506501733209
Intuitive Surgical,2024,13.588535221897516
News Corp (Class A),2022,3.6655683690280063
News Corp (Class A),2023,0.8728252592115283
News Corp (Class A),2024,1.583097753310519
"
1932,US,fundamental,"From 2023 to 2025, how does the average of Return on Assets for CMS Energy compare to Mosaic Company (The) as a ratio? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0479,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
CMS Energy,2022,837000000.0,31353000000.0
CMS Energy,2023,887000000.0,33517000000.0
CMS Energy,2024,1003000000.0,35920000000.0
CMS Energy,2025,1071000000.0,39941000000.0
Mosaic Company (The),2022,3582800000.0,23386000000.0
Mosaic Company (The),2023,1164900000.0,23032800000.0
Mosaic Company (The),2024,174900000.0,22924000000.0
Mosaic Company (The),2025,540700000.0,24480100000.0
","corporate,year,Return on Assets
CMS Energy,2023,2.7347001695699094
CMS Energy,2024,2.888949695407348
CMS Energy,2025,2.8235852414284017
Mosaic Company (The),2023,5.019087094022249
Mosaic Company (The),2024,0.76114960136476
Mosaic Company (The),2025,2.2812372769443994
"
1933,US,fundamental,"Over 2021-2023, what is the ratio of Jacobs Solutions to Johnson & Johnson for the maximum of Return on Assets? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2296,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
Jacobs Solutions,2020,491845000.0,12354353000.0
Jacobs Solutions,2021,477030000.0,14632609000.0
Jacobs Solutions,2022,644039000.0,14660419000.0
Jacobs Solutions,2023,665777000.0,14617109000.0
Johnson & Johnson,2020,14714000000.0,174894000000.0
Johnson & Johnson,2021,20878000000.0,182018000000.0
Johnson & Johnson,2022,17941000000.0,187378000000.0
Johnson & Johnson,2023,35153000000.0,167558000000.0
","corporate,year,Return on Assets
Jacobs Solutions,2021,3.535262694630096
Jacobs Solutions,2022,4.397216975998521
Jacobs Solutions,2023,4.5480410777849825
Johnson & Johnson,2021,11.699242390281078
Johnson & Johnson,2022,9.713694788248924
Johnson & Johnson,2023,19.808078076047515
"
1934,US,fundamental,"Calculate the minimum of Return on Assets for Kraft Heinz and CMS Energy separately from 2020 to 2024, and compute the ratio of Kraft Heinz to CMS Energy. (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1324,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
Kraft Heinz,2019,1935000000.0,101450000000.0
Kraft Heinz,2020,356000000.0,99830000000.0
Kraft Heinz,2021,1012000000.0,93394000000.0
Kraft Heinz,2022,2363000000.0,90513000000.0
Kraft Heinz,2023,2855000000.0,90339000000.0
Kraft Heinz,2024,2744000000.0,88287000000.0
CMS Energy,2019,680000000.0,26837000000.0
CMS Energy,2020,755000000.0,29666000000.0
CMS Energy,2021,1353000000.0,28753000000.0
CMS Energy,2022,837000000.0,31353000000.0
CMS Energy,2023,887000000.0,33517000000.0
CMS Energy,2024,1003000000.0,35920000000.0
","corporate,year,Return on Assets
CMS Energy,2020,2.6724244730368296
CMS Energy,2021,4.632054639757613
CMS Energy,2022,2.785079692543174
CMS Energy,2023,2.7347001695699094
CMS Energy,2024,2.888949695407348
Kraft Heinz,2020,0.35373608903020665
Kraft Heinz,2021,1.04748892477125
Kraft Heinz,2022,2.5697771156073452
Kraft Heinz,2023,3.157277774091522
Kraft Heinz,2024,3.0723410925621133
"
1935,US,fundamental,"Comparing the average of Return on Invested Capital from 2017 to 2021, what is the ratio of Archer Daniels Midland to United Parcel Service? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3389,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
Archer Daniels Midland,2016,1822000000.0,283000000.0,534000000.0,17181000000.0,154000000.0,6504000000.0,0.0,0.0,5011000000.0,0.0
Archer Daniels Midland,2017,1609000000.0,338000000.0,7000000.0,18322000000.0,857000000.0,6623000000.0,0.0,0.0,4826000000.0,0.0
Archer Daniels Midland,2018,2060000000.0,351000000.0,245000000.0,18996000000.0,108000000.0,7698000000.0,0.0,0.0,4506000000.0,6000000.0
Archer Daniels Midland,2019,1588000000.0,373000000.0,209000000.0,19225000000.0,1202000000.0,7672000000.0,0.0,0.0,4458000000.0,0.0
Archer Daniels Midland,2020,1883000000.0,345000000.0,101000000.0,20022000000.0,2042000000.0,7885000000.0,261000000.0,863000000.0,5890000000.0,0.0
Archer Daniels Midland,2021,3313000000.0,276000000.0,578000000.0,22508000000.0,958000000.0,8011000000.0,277000000.0,765000000.0,8016000000.0,0.0
United Parcel Service,2016,5136000000.0,381000000.0,1705000000.0,429000000.0,3681000000.0,12394000000.0,0.0,0.0,3476000000.0,1091000000.0
United Parcel Service,2017,7148000000.0,453000000.0,2238000000.0,1030000000.0,4011000000.0,20278000000.0,0.0,0.0,3320000000.0,749000000.0
United Parcel Service,2018,6019000000.0,605000000.0,1228000000.0,3037000000.0,2805000000.0,19931000000.0,0.0,0.0,4225000000.0,810000000.0
United Parcel Service,2019,5652000000.0,653000000.0,1212000000.0,3283000000.0,3420000000.0,21818000000.0,538000000.0,2391000000.0,5238000000.0,503000000.0
United Parcel Service,2020,1844000000.0,701000000.0,501000000.0,669000000.0,2623000000.0,22031000000.0,560000000.0,2540000000.0,5910000000.0,406000000.0
United Parcel Service,2021,16595000000.0,694000000.0,3705000000.0,14269000000.0,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0
","corporate,year,Return on Invested Capital
Archer Daniels Midland,2017,9.740375446899254
Archer Daniels Midland,2018,9.81951118369589
Archer Daniels Midland,2019,7.415073437009088
Archer Daniels Midland,2020,8.63712499942351
Archer Daniels Midland,2021,11.926288580361945
United Parcel Service,2017,31.465140922201908
United Parcel Service,2018,25.11464006923678
United Parcel Service,2019,21.327415760547478
United Parcel Service,2020,7.752818831551315
United Parcel Service,2021,54.6118647720783
"
1936,US,fundamental,"What is the ratio of Accenture to PPG Industries in terms of the average of Return on Invested Capital from 2019 to 2021? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0683,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
Accenture,2018,5808093000.0,19539000.0,1593499000.0,10724588000.0,5337000.0,19676000.0,0.0,0.0,5061360000.0,3192000.0
Accenture,2019,6251797000.0,22963000.0,1405556000.0,14827691000.0,6411000.0,16247000.0,0.0,0.0,6126853000.0,3313000.0
Accenture,2020,6774331000.0,33071000.0,1589018000.0,17499173000.0,7820000.0,54052000.0,756057000.0,2667584000.0,8415330000.0,94309000.0
Accenture,2021,7761116000.0,59492000.0,1770571000.0,20097114000.0,12080000.0,53473000.0,744164000.0,2696917000.0,8168174000.0,4294000.0
PPG Industries,2018,1693000000.0,118000000.0,353000000.0,4732000000.0,651000000.0,4365000000.0,0.0,0.0,902000000.0,61000000.0
PPG Industries,2019,1661000000.0,132000000.0,392000000.0,5403000000.0,513000000.0,4539000000.0,170000000.0,622000000.0,1216000000.0,57000000.0
PPG Industries,2020,1362000000.0,138000000.0,291000000.0,5815000000.0,578000000.0,5171000000.0,180000000.0,677000000.0,1826000000.0,96000000.0
PPG Industries,2021,1815000000.0,121000000.0,374000000.0,6411000000.0,9000000.0,6572000000.0,192000000.0,693000000.0,1005000000.0,67000000.0
","corporate,year,Return on Invested Capital
Accenture,2019,67.53159350955278
Accenture,2020,49.16791858631679
Accenture,2021,43.262338884096955
PPG Industries,2019,14.604698354061574
PPG Industries,2020,11.522643662406121
PPG Industries,2021,13.191440668268681
"
1937,US,fundamental,"From 2020 to 2022, how does the average of Return on Invested Capital for Archer Daniels Midland compare to 3M as a ratio? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7309,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
Archer Daniels Midland,2019,1588000000.0,373000000.0,209000000.0,19225000000.0,1202000000.0,7672000000.0,0.0,0.0,4458000000.0,0.0
Archer Daniels Midland,2020,1883000000.0,345000000.0,101000000.0,20022000000.0,2042000000.0,7885000000.0,261000000.0,863000000.0,5890000000.0,0.0
Archer Daniels Midland,2021,3313000000.0,276000000.0,578000000.0,22508000000.0,958000000.0,8011000000.0,277000000.0,765000000.0,8016000000.0,0.0
Archer Daniels Midland,2022,5233000000.0,409000000.0,868000000.0,24317000000.0,503000000.0,7735000000.0,292000000.0,816000000.0,9010000000.0,0.0
3M,2019,5712000000.0,0.0,1130000000.0,10126000000.0,0.0,17518000000.0,247000000.0,607000000.0,0.0,98000000.0
3M,2020,6711000000.0,0.0,1318000000.0,12931000000.0,0.0,17989000000.0,256000000.0,609000000.0,0.0,404000000.0
3M,2021,7204000000.0,0.0,1285000000.0,15117000000.0,1307000000.0,16056000000.0,263000000.0,591000000.0,201000000.0,0.0
3M,2022,6392000000.0,0.0,612000000.0,14770000000.0,1938000000.0,14001000000.0,261000000.0,580000000.0,238000000.0,0.0
","corporate,year,Return on Invested Capital
3M,2020,18.042521871497634
3M,2021,18.34950553368261
3M,2022,17.937776398479325
Archer Daniels Midland,2020,8.63712499942351
Archer Daniels Midland,2021,11.926288580361945
Archer Daniels Midland,2022,19.14785170078337
"
1938,US,fundamental,"Over 2022-2024, what is the ratio of EPAM Systems to Moody's Corporation for the minimum of Return on Invested Capital? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.096,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
EPAM Systems,2021,533392000.0,413000.0,87317000.0,2495837000.0,16018000.0,30234000.0,50104000.0,142802000.0,1446625000.0,0.0
EPAM Systems,2022,507258000.0,1659000.0,113188000.0,3003010000.0,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0
EPAM Systems,2023,536585000.0,4698000.0,177426000.0,3471470000.0,0.0,26126000.0,36558000.0,109261000.0,2036235000.0,60739000.0
EPAM Systems,2024,584412000.0,3738000.0,196392000.0,3631151000.0,0.0,25194000.0,39634000.0,98426000.0,1286267000.0,1690000.0
Moody's Corporation,2021,2755000000.0,171000000.0,541000000.0,2916000000.0,0.0,7413000000.0,105000000.0,455000000.0,1811000000.0,91000000.0
Moody's Corporation,2022,1760000000.0,231000000.0,386000000.0,2689000000.0,0.0,7389000000.0,106000000.0,368000000.0,1769000000.0,90000000.0
Moody's Corporation,2023,1935000000.0,251000000.0,327000000.0,3476000000.0,0.0,7001000000.0,108000000.0,306000000.0,2130000000.0,63000000.0
Moody's Corporation,2024,2699000000.0,237000000.0,640000000.0,3727000000.0,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0
","corporate,year,Return on Invested Capital
EPAM Systems,2022,28.207084383548313
EPAM Systems,2023,23.669684077985558
EPAM Systems,2024,19.27029547949473
Moody's Corporation,2022,17.58300339366516
Moody's Corporation,2023,20.891069469684712
Moody's Corporation,2024,27.149107974895305
"
1939,US,fundamental,"Calculate the average of Return on Invested Capital for Accenture and 3M separately from 2018 to 2022, and compute the ratio of Accenture to 3M. (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.8433,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
Accenture,2017,4616032000.0,15545000.0,981100000.0,9710200000.0,2907000.0,22163000.0,0.0,0.0,4126860000.0,3011000.0
Accenture,2018,5808093000.0,19539000.0,1593499000.0,10724588000.0,5337000.0,19676000.0,0.0,0.0,5061360000.0,3192000.0
Accenture,2019,6251797000.0,22963000.0,1405556000.0,14827691000.0,6411000.0,16247000.0,0.0,0.0,6126853000.0,3313000.0
Accenture,2020,6774331000.0,33071000.0,1589018000.0,17499173000.0,7820000.0,54052000.0,756057000.0,2667584000.0,8415330000.0,94309000.0
Accenture,2021,7761116000.0,59492000.0,1770571000.0,20097114000.0,12080000.0,53473000.0,744164000.0,2696917000.0,8168174000.0,4294000.0
Accenture,2022,9196167000.0,47320000.0,2207207000.0,22747088000.0,9175000.0,45893000.0,707598000.0,2563090000.0,7889833000.0,3973000.0
3M,2017,7548000000.0,0.0,2679000000.0,11622000000.0,1853000000.0,12096000000.0,0.0,0.0,3053000000.0,0.0
3M,2018,7000000000.0,0.0,1637000000.0,9848000000.0,1211000000.0,13411000000.0,0.0,0.0,2853000000.0,380000000.0
3M,2019,5712000000.0,0.0,1130000000.0,10126000000.0,0.0,17518000000.0,247000000.0,607000000.0,0.0,98000000.0
3M,2020,6711000000.0,0.0,1318000000.0,12931000000.0,0.0,17989000000.0,256000000.0,609000000.0,0.0,404000000.0
3M,2021,7204000000.0,0.0,1285000000.0,15117000000.0,1307000000.0,16056000000.0,263000000.0,591000000.0,201000000.0,0.0
3M,2022,6392000000.0,0.0,612000000.0,14770000000.0,1938000000.0,14001000000.0,261000000.0,580000000.0,238000000.0,0.0
","corporate,year,Return on Invested Capital
3M,2018,24.51376985487373
3M,2019,18.462034369522733
3M,2020,18.042521871497634
3M,2021,18.34950553368261
3M,2022,17.937776398479325
Accenture,2018,74.90884881746632
Accenture,2019,67.53159350955278
Accenture,2020,49.16791858631679
Accenture,2021,43.262338884096955
Accenture,2022,41.80217840793797
"
1940,US,fundamental,"Comparing the average of Days Inventory Outstanding from 2021 to 2023, what is the ratio of A. O. Smith to Amgen? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2668,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
A. O. Smith,2020,1787100000.0,300100000.0
A. O. Smith,2021,2228000000.0,447700000.0
A. O. Smith,2022,2424300000.0,516400000.0
A. O. Smith,2023,2368000000.0,497400000.0
Amgen,2020,6159000000.0,3893000000.0
Amgen,2021,6454000000.0,4086000000.0
Amgen,2022,6406000000.0,4930000000.0
Amgen,2023,8451000000.0,9518000000.0
","corporate,year,Days Inventory Outstanding
A. O. Smith,2021,61.25381508078994
A. O. Smith,2022,72.57692942292621
A. O. Smith,2023,78.1328125
Amgen,2021,225.6224821815928
Amgen,2022,256.8560724320949
Amgen,2023,312.00567980120695
"
1941,US,fundamental,"What is the ratio of Idexx Laboratories to Applied Materials in terms of the maximum of Days Inventory Outstanding from 2020 to 2024? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6166,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Idexx Laboratories,2019,1041359000.0,195019000.0
Idexx Laboratories,2020,1135615000.0,209873000.0
Idexx Laboratories,2021,1325928000.0,269030000.0
Idexx Laboratories,2022,1362986000.0,367823000.0
Idexx Laboratories,2023,1470983000.0,380282000.0
Idexx Laboratories,2024,1518577000.0,381877000.0
Applied Materials,2019,8222000000.0,3474000000.0
Applied Materials,2020,9510000000.0,3904000000.0
Applied Materials,2021,12149000000.0,4309000000.0
Applied Materials,2022,13792000000.0,5932000000.0
Applied Materials,2023,14133000000.0,5725000000.0
Applied Materials,2024,14279000000.0,5421000000.0
","corporate,year,Days Inventory Outstanding
Applied Materials,2020,141.5862250262881
Applied Materials,2021,123.37414602024859
Applied Materials,2022,135.51207221577727
Applied Materials,2023,150.5273119649048
Applied Materials,2024,142.45710483927445
Idexx Laboratories,2020,65.06852234251926
Idexx Laboratories,2021,65.91594528511352
Idexx Laboratories,2022,85.27282928804846
Idexx Laboratories,2023,92.81491526414649
Idexx Laboratories,2024,91.59497180584192
"
1942,US,fundamental,"From 2017 to 2021, how does the maximum of Days Inventory Outstanding for NiSource compare to T-Mobile US as a ratio? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7281,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
NiSource,2016,1390200000.0,279900000.0
NiSource,2017,1518700000.0,285100000.0
NiSource,2018,1761300000.0,286800000.0
NiSource,2019,1534800000.0,250900000.0
NiSource,2020,1109300000.0,191200000.0
NiSource,2021,1392300000.0,327400000.0
T-Mobile US,2016,10819000000.0,1111000000.0
T-Mobile US,2017,11608000000.0,1566000000.0
T-Mobile US,2018,30401000000.0,1084000000.0
T-Mobile US,2019,30420000000.0,964000000.0
T-Mobile US,2020,28266000000.0,2527000000.0
T-Mobile US,2021,36605000000.0,2567000000.0
","corporate,year,Days Inventory Outstanding
NiSource,2017,67.8952393494436
NiSource,2018,59.258360302049624
NiSource,2019,63.93683216054209
NiSource,2020,72.73348057333453
NiSource,2021,67.97708827120591
T-Mobile US,2017,42.087568917987596
T-Mobile US,2018,15.908193809414163
T-Mobile US,2019,12.286653517422748
T-Mobile US,2020,22.539712021509942
T-Mobile US,2021,25.396940308700994
"
1943,US,fundamental,"Over 2018-2020, what is the ratio of Generac to Lilly (Eli) for the average of Days Inventory Outstanding? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5272,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Generac,2017,1090328000.0,380341000.0
Generac,2018,1298424000.0,544750000.0
Generac,2019,1406584000.0,522024000.0
Generac,2020,1527546000.0,603317000.0
Lilly (Eli),2017,6070200000.0,4458300000.0
Lilly (Eli),2018,6430000000.0,4111800000.0
Lilly (Eli),2019,4721200000.0,3190700000.0
Lilly (Eli),2020,5483300000.0,3980300000.0
","corporate,year,Days Inventory Outstanding
Generac,2018,130.02617596409186
Generac,2019,138.41068503551867
Generac,2020,134.44749454353584
Lilly (Eli),2018,243.24156298600312
Lilly (Eli),2019,282.28125264763196
Lilly (Eli),2020,238.6715116809221
"
1944,US,fundamental,"Calculate the average of Days Inventory Outstanding for Starbucks and Tractor Supply separately from 2018 to 2020, and compute the ratio of Starbucks to Tractor Supply. (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6117,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Starbucks,2017,9038200000.0,1364000000.0
Starbucks,2018,10174500000.0,1400500000.0
Starbucks,2019,8526900000.0,1529400000.0
Starbucks,2020,7694900000.0,1551400000.0
Tractor Supply,2017,4764417000.0,1453208000.0
Tractor Supply,2018,5208518000.0,1589542000.0
Tractor Supply,2019,5480161000.0,1602781000.0
Tractor Supply,2020,6858803000.0,1783270000.0
","corporate,year,Days Inventory Outstanding
Starbucks,2018,49.586834733893554
Starbucks,2019,62.70822338716298
Starbucks,2020,73.06735630092658
Tractor Supply,2018,106.6141798876379
Tractor Supply,2019,106.31055319360144
Tractor Supply,2020,90.09652376661059
"
1945,US,fundamental,"Comparing the average of Days Sales Outstanding from 2023 to 2025, what is the ratio of Datadog to Aptiv? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2024,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Datadog,2022,1675100000.0,399551000.0
Datadog,2023,2128359000.0,509279000.0
Datadog,2024,2684275000.0,598919000.0
Datadog,2025,3427158000.0,741262000.0
Aptiv,2022,17489000000.0,3433000000.0
Aptiv,2023,20051000000.0,3546000000.0
Aptiv,2024,19713000000.0,3261000000.0
Aptiv,2025,20398000000.0,3477000000.0
","corporate,year,Days Sales Outstanding
Aptiv,2023,63.52139544162386
Aptiv,2024,63.01818596865013
Aptiv,2025,60.28458672418864
Datadog,2023,77.92927555924541
Datadog,2024,75.3447895614272
Datadog,2025,71.3661385030979
"
1946,US,fundamental,"What is the ratio of Coca-Cola Company (The) to Colgate-Palmolive in terms of the minimum of Days Sales Outstanding from 2018 to 2020? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2042,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Coca-Cola Company (The),2017,35410000000.0,3667000000.0
Coca-Cola Company (The),2018,31856000000.0,3396000000.0
Coca-Cola Company (The),2019,37266000000.0,3971000000.0
Coca-Cola Company (The),2020,33014000000.0,3144000000.0
Colgate-Palmolive,2017,15454000000.0,1480000000.0
Colgate-Palmolive,2018,15544000000.0,1400000000.0
Colgate-Palmolive,2019,15693000000.0,1440000000.0
Colgate-Palmolive,2020,16471000000.0,1264000000.0
","corporate,year,Days Sales Outstanding
Coca-Cola Company (The),2018,40.46325652938222
Coca-Cola Company (The),2019,36.07785917458273
Coca-Cola Company (The),2020,39.331420003634825
Colgate-Palmolive,2018,33.813690169840456
Colgate-Palmolive,2019,33.02746447460651
Colgate-Palmolive,2020,29.96053670086819
"
1947,US,fundamental,"From 2017 to 2019, how does the maximum of Days Sales Outstanding for Vulcan Materials Company compare to Healthpeak Properties as a ratio? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0087,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Vulcan Materials Company,2016,3592667000.0,398488000.0
Vulcan Materials Company,2017,3890296000.0,434089000.0
Vulcan Materials Company,2018,4382869000.0,512279000.0
Vulcan Materials Company,2019,4929103000.0,532012000.0
Healthpeak Properties,2016,2129294000.0,45116000.0
Healthpeak Properties,2017,1848378000.0,40733000.0
Healthpeak Properties,2018,1846689000.0,48171000.0
Healthpeak Properties,2019,1997383000.0,59417000.0
","corporate,year,Days Sales Outstanding
Healthpeak Properties,2017,8.476319508239115
Healthpeak Properties,2018,8.785983996222427
Healthpeak Properties,2019,9.830267905554418
Vulcan Materials Company,2017,39.05751708867397
Vulcan Materials Company,2018,39.40618804714446
Vulcan Materials Company,2019,38.664866102412546
"
1948,US,fundamental,"Over 2021-2023, what is the ratio of Yum! Brands to Alexandria Real Estate Equities for the average of Days Sales Outstanding? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",30.1186,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Yum! Brands,2020,5652000000.0,534000000.0
Yum! Brands,2021,6584000000.0,596000000.0
Yum! Brands,2022,6842000000.0,648000000.0
Yum! Brands,2023,7076000000.0,737000000.0
Alexandria Real Estate Equities,2020,1885637000.0,7333000.0
Alexandria Real Estate Equities,2021,2114150000.0,7379000.0
Alexandria Real Estate Equities,2022,2588962000.0,7614000.0
Alexandria Real Estate Equities,2023,2885699000.0,8211000.0
","corporate,year,Days Sales Outstanding
Alexandria Real Estate Equities,2021,1.2699855733982925
Alexandria Real Estate Equities,2022,1.0568801318829708
Alexandria Real Estate Equities,2023,1.0008190389919391
Yum! Brands,2021,31.32214459295261
Yum! Brands,2022,33.18181818181818
Yum! Brands,2023,35.721099491237986
"
1949,US,fundamental,"Calculate the maximum of Days Sales Outstanding for Diamondback Energy and FedEx separately from 2019 to 2021, and compute the ratio of Diamondback Energy to FedEx. (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9279,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Diamondback Energy,2018,2176256000.0,296525000.0
Diamondback Energy,2019,7505000000.0,429000000.0
Diamondback Energy,2020,2756000000.0,281000000.0
Diamondback Energy,2021,6747000000.0,598000000.0
FedEx,2018,65450000000.0,8481000000.0
FedEx,2019,69693000000.0,9116000000.0
FedEx,2020,69217000000.0,10102000000.0
FedEx,2021,83959000000.0,12069000000.0
","corporate,year,Days Sales Outstanding
Diamondback Energy,2019,17.642679880079946
Diamondback Energy,2020,47.01560232220609
Diamondback Energy,2021,23.77612272120943
FedEx,2019,46.07998651227526
FedEx,2020,50.67086120461737
FedEx,2021,48.19265951238104
"
1950,US,fundamental,"Comparing the maximum of Days Payable Outstanding from 2018 to 2022, what is the ratio of AES Corporation to Cognizant? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.4786,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
AES Corporation,2017,8066000000.0,1371000000.0
AES Corporation,2018,8163000000.0,1329000000.0
AES Corporation,2019,7840000000.0,1311000000.0
AES Corporation,2020,6967000000.0,1156000000.0
AES Corporation,2021,8430000000.0,1153000000.0
AES Corporation,2022,10069000000.0,1730000000.0
Cognizant,2017,9152000000.0,210000000.0
Cognizant,2018,9838000000.0,215000000.0
Cognizant,2019,10634000000.0,239000000.0
Cognizant,2020,10671000000.0,389000000.0
Cognizant,2021,11604000000.0,361000000.0
Cognizant,2022,12448000000.0,360000000.0
","corporate,year,Days Payable Outstanding
AES Corporation,2018,60.363836824696804
AES Corporation,2019,61.45408163265306
AES Corporation,2020,64.62286493469212
AES Corporation,2021,49.98724792408067
AES Corporation,2022,52.25419604727381
Cognizant,2018,7.8839703191705635
Cognizant,2019,7.791517773180365
Cognizant,2020,10.74032424327617
Cognizant,2021,11.795501551189245
Cognizant,2022,10.570573586118252
"
1951,US,fundamental,"What is the ratio of Qualcomm to Axon Enterprise in terms of the average of Days Payable Outstanding from 2019 to 2021? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0326,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Qualcomm,2018,10244000000.0,1825000000.0
Qualcomm,2019,8599000000.0,1368000000.0
Qualcomm,2020,9255000000.0,2248000000.0
Qualcomm,2021,14262000000.0,2750000000.0
Axon Enterprise,2018,161485000.0,15164000.0
Axon Enterprise,2019,223574000.0,25874000.0
Axon Enterprise,2020,264672000.0,24142000.0
Axon Enterprise,2021,322471000.0,32220000.0
","corporate,year,Days Payable Outstanding
Axon Enterprise,2019,33.49868499915017
Axon Enterprise,2020,34.48766775480595
Axon Enterprise,2021,31.897643509028722
Qualcomm,2019,67.7663100360507
Qualcomm,2020,71.30415991356024
Qualcomm,2021,63.955616323096336
"
1952,US,fundamental,"From 2017 to 2019, how does the average of Days Payable Outstanding for Targa Resources compare to Martin Marietta Materials as a ratio? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1733,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Targa Resources,2016,4922900000.0,843500000.0
Targa Resources,2017,6906100000.0,1186900000.0
Targa Resources,2018,8238200000.0,1737300000.0
Targa Resources,2019,6118500000.0,1379900000.0
Martin Marietta Materials,2016,2909783000.0,178598000.0
Martin Marietta Materials,2017,2993654000.0,183638000.0
Martin Marietta Materials,2018,3277688000.0,210808000.0
Martin Marietta Materials,2019,3560100000.0,229600000.0
","corporate,year,Days Payable Outstanding
Martin Marietta Materials,2017,22.08273568020887
Martin Marietta Materials,2018,21.96255256754151
Martin Marietta Materials,2019,22.57646133535575
Targa Resources,2017,53.655174411027936
Targa Resources,2018,64.77950280401059
Targa Resources,2019,92.97850780420039
"
1953,US,fundamental,"Over 2019-2021, what is the ratio of EPAM Systems to Cooper Companies (The) for the minimum of Days Payable Outstanding? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.031,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
EPAM Systems,2018,1186921000.0,7444000.0
EPAM Systems,2019,1488198000.0,7831000.0
EPAM Systems,2020,1732522000.0,10189000.0
EPAM Systems,2021,2483697000.0,24847000.0
Cooper Companies (The),2018,900500000.0,146400000.0
Cooper Companies (The),2019,896600000.0,150100000.0
Cooper Companies (The),2020,896100000.0,176000000.0
Cooper Companies (The),2021,966700000.0,161400000.0
","corporate,year,Days Payable Outstanding
Cooper Companies (The),2019,60.3516060673656
Cooper Companies (The),2020,66.41362571141613
Cooper Companies (The),2021,63.69659666908038
EPAM Systems,2019,1.8731966445325152
EPAM Systems,2020,1.8981865742541797
EPAM Systems,2021,2.57441628346775
"
1954,US,fundamental,"Calculate the maximum of Days Payable Outstanding for Molina Healthcare and Coterra separately from 2020 to 2024, and compute the ratio of Molina Healthcare to Coterra. (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0444,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Molina Healthcare,2019,13905000000.0,455000000.0
Molina Healthcare,2020,15820000000.0,641000000.0
Molina Healthcare,2021,23704000000.0,842000000.0
Molina Healthcare,2022,27175000000.0,889000000.0
Molina Healthcare,2023,28669000000.0,1252000000.0
Molina Healthcare,2024,34428000000.0,1331000000.0
Coterra,2019,574677000.0,189811000.0
Coterra,2020,571102000.0,162081000.0
Coterra,2021,663000000.0,747000000.0
Coterra,2022,955000000.0,844000000.0
Coterra,2023,975000000.0,803000000.0
Coterra,2024,976000000.0,833000000.0
","corporate,year,Days Payable Outstanding
Coterra,2020,112.44977254500947
Coterra,2021,250.23722850678735
Coterra,2022,304.0392670157068
Coterra,2023,308.2846153846154
Coterra,2024,305.91188524590166
Molina Healthcare,2020,12.643489254108722
Molina Healthcare,2021,11.417798683766453
Molina Healthcare,2022,11.62493100275989
Molina Healthcare,2023,13.629094143499946
Molina Healthcare,2024,13.692270826071802
"
1955,US,fundamental,"Comparing the maximum of Operating Cycle from 2021 to 2025, what is the ratio of Idexx Laboratories to Best Buy? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0122,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Idexx Laboratories,2020,1135615000.0,209873000.0,2706655000.0,331429000.0
Idexx Laboratories,2021,1325928000.0,269030000.0,3215360000.0,368348000.0
Idexx Laboratories,2022,1362986000.0,367823000.0,3367324000.0,400619000.0
Idexx Laboratories,2023,1470983000.0,380282000.0,3660953000.0,457445000.0
Idexx Laboratories,2024,1518577000.0,381877000.0,3897504000.0,473575000.0
Idexx Laboratories,2025,1644123000.0,377756000.0,4303702000.0,552378000.0
Best Buy,2020,36689000000.0,5612000000.0,47262000000.0,1061000000.0
Best Buy,2021,40121000000.0,5965000000.0,51761000000.0,1042000000.0
Best Buy,2022,36386000000.0,5140000000.0,46298000000.0,1141000000.0
Best Buy,2023,33849000000.0,4958000000.0,43452000000.0,939000000.0
Best Buy,2024,32143000000.0,5085000000.0,41528000000.0,1044000000.0
Best Buy,2025,32318000000.0,5230000000.0,41691000000.0,1043000000.0
","corporate,year,Operating Cycle
Best Buy,2021,60.07556440852605
Best Buy,2022,64.3040332206579
Best Buy,2023,63.18037331985371
Best Buy,2024,65.73621078834503
Best Buy,2025,67.38461080643626
Idexx Laboratories,2021,105.63445347704226
Idexx Laboratories,2022,126.94879438674404
Idexx Laboratories,2023,135.5897555857786
Idexx Laboratories,2024,135.18983405614364
Idexx Laboratories,2025,127.82624590920022
"
1956,US,fundamental,"What is the ratio of Teradyne to General Mills in terms of the maximum of Operating Cycle from 2021 to 2023? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9187,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Teradyne,2020,1335728000.0,222189000.0,3121469000.0,497506000.0
Teradyne,2021,1496225000.0,243330000.0,3702881000.0,550749000.0
Teradyne,2022,1287894000.0,325019000.0,3155045000.0,491145000.0
Teradyne,2023,1139550000.0,309974000.0,2676298000.0,422124000.0
General Mills,2020,11496700000.0,1426300000.0,17626600000.0,1615100000.0
General Mills,2021,11678700000.0,1820500000.0,18127000000.0,1638500000.0
General Mills,2022,12590600000.0,1867300000.0,18992800000.0,1692100000.0
General Mills,2023,13548400000.0,2172000000.0,20094200000.0,1683200000.0
","corporate,year,Operating Cycle
General Mills,2021,83.49366875272301
General Mills,2022,85.4578592872821
General Mills,2023,85.0655073025127
Teradyne,2021,108.4452852635549
Teradyne,2022,140.80462209490534
Teradyne,2023,163.97164232149035
"
1957,US,fundamental,"From 2018 to 2022, how does the maximum of Operating Cycle for Mosaic Company (The) compare to ResMed as a ratio? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6301,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Mosaic Company (The),2017,6566600000.0,1547200000.0,7409400000.0,642600000.0
Mosaic Company (The),2018,8088900000.0,2270200000.0,10407400000.0,838500000.0
Mosaic Company (The),2019,8009000000.0,2076400000.0,9858800000.0,803900000.0
Mosaic Company (The),2020,7616800000.0,1739200000.0,8681700000.0,881100000.0
Mosaic Company (The),2021,9157100000.0,2741400000.0,12357400000.0,1531900000.0
Mosaic Company (The),2022,13369400000.0,3543100000.0,19125200000.0,1699900000.0
ResMed,2017,864992000.0,268319000.0,2066737000.0,450530000.0
ResMed,2018,978032000.0,268701000.0,2340196000.0,483681000.0
ResMed,2019,1069987000.0,349641000.0,2606572000.0,528484000.0
ResMed,2020,1189624000.0,416915000.0,2957013000.0,474643000.0
ResMed,2021,1312598000.0,457033000.0,3196825000.0,614292000.0
ResMed,2022,1514166000.0,743910000.0,3578127000.0,575950000.0
","corporate,year,Operating Cycle
Mosaic Company (The),2018,112.09932402299087
Mosaic Company (The),2019,129.4484780944114
Mosaic Company (The),2020,126.8432835171171
Mosaic Company (The),2021,124.93420658811993
Mosaic Company (The),2022,116.62611599998846
ResMed,2018,173.06187950644943
ResMed,2019,176.33322217160045
ResMed,2020,179.5078928519501
ResMed,2021,183.6763192847389
ResMed,2022,205.4552396968852
"
1958,US,fundamental,"Over 2022-2024, what is the ratio of Danaher Corporation to Motorola Solutions for the average of Operating Cycle? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2502,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Danaher Corporation,2021,11501000000.0,2767000000.0,29453000000.0,4631000000.0
Danaher Corporation,2022,12522000000.0,3110000000.0,31471000000.0,4918000000.0
Danaher Corporation,2023,9856000000.0,2594000000.0,23890000000.0,3922000000.0
Danaher Corporation,2024,9669000000.0,2330000000.0,23875000000.0,3537000000.0
Motorola Solutions,2021,4131000000.0,788000000.0,8171000000.0,1386000000.0
Motorola Solutions,2022,4883000000.0,1055000000.0,9112000000.0,1518000000.0
Motorola Solutions,2023,5008000000.0,827000000.0,9978000000.0,1710000000.0
Motorola Solutions,2024,5305000000.0,766000000.0,10817000000.0,1952000000.0
","corporate,year,Operating Cycle
Danaher Corporation,2022,141.0280011022233
Danaher Corporation,2023,173.1492597633635
Danaher Corporation,2024,149.95573030665827
Motorola Solutions,2022,127.04418511698772
Motorola Solutions,2023,127.62415673107033
Motorola Solutions,2024,116.58536855581377
"
1959,US,fundamental,"Calculate the maximum of Operating Cycle for Cummins and Amazon separately from 2021 to 2023, and compute the ratio of Cummins to Amazon. (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9781,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Cummins,2020,14917000000.0,3425000000.0,19811000000.0,3440000000.0
Cummins,2021,18326000000.0,4355000000.0,24021000000.0,3565000000.0
Cummins,2022,21355000000.0,5603000000.0,28074000000.0,4826000000.0
Cummins,2023,25816000000.0,5677000000.0,34065000000.0,5583000000.0
Amazon,2020,233307000000.0,23795000000.0,386064000000.0,24542000000.0
Amazon,2021,272344000000.0,32640000000.0,469822000000.0,32891000000.0
Amazon,2022,288831000000.0,34405000000.0,513983000000.0,42360000000.0
Amazon,2023,304739000000.0,33318000000.0,574785000000.0,52253000000.0
","corporate,year,Operating Cycle
Amazon,2021,60.12712797595613
Amazon,2022,69.08225908879122
Amazon,2023,70.59806129935279
Cummins,2021,130.6979740361692
Cummins,2022,139.6483261566786
Cummins,2023,135.5064739792057
"
1960,US,fundamental,"Comparing the maximum of Cash Conversion Cycle from 2021 to 2023, what is the ratio of TransDigm Group to Leidos? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",105.3324,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
TransDigm Group,2020,2456000000.0,1283000000.0,5103000000.0,720000000.0,218000000.0
TransDigm Group,2021,2285000000.0,1185000000.0,4798000000.0,791000000.0,227000000.0
TransDigm Group,2022,2330000000.0,1332000000.0,5429000000.0,967000000.0,279000000.0
TransDigm Group,2023,2743000000.0,1616000000.0,6585000000.0,1230000000.0,305000000.0
Leidos,2020,10560000000.0,276000000.0,12297000000.0,2137000000.0,2175000000.0
Leidos,2021,11723000000.0,274000000.0,13737000000.0,2189000000.0,2141000000.0
Leidos,2022,12312000000.0,287000000.0,14396000000.0,2350000000.0,2254000000.0
Leidos,2023,13194000000.0,310000000.0,15438000000.0,2429000000.0,2277000000.0
","corporate,year,Cash Conversion Cycle
Leidos,2021,-1.1557554518319364
Leidos,2022,0.7103642337296492
Leidos,2023,2.079585855045707
TransDigm Group,2021,219.04782467713113
TransDigm Group,2022,216.61046719374653
TransDigm Group,2023,218.1727579638763
"
1961,US,fundamental,"What is the ratio of Alphabet Inc. (Class C) to Ecolab in terms of the average of Cash Conversion Cycle from 2020 to 2022? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4772,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Alphabet Inc. (Class C),2019,71896000000.0,999000000.0,161857000000.0,25326000000.0,5561000000.0
Alphabet Inc. (Class C),2020,84732000000.0,728000000.0,182527000000.0,30930000000.0,5589000000.0
Alphabet Inc. (Class C),2021,110939000000.0,1170000000.0,257637000000.0,39304000000.0,6037000000.0
Alphabet Inc. (Class C),2022,126203000000.0,2670000000.0,282836000000.0,40258000000.0,5128000000.0
Ecolab,2019,8723400000.0,1505600000.0,14906300000.0,2796500000.0,1284300000.0
Ecolab,2020,6905800000.0,1285200000.0,11790200000.0,2273800000.0,1160600000.0
Ecolab,2021,7615800000.0,1491800000.0,12733100000.0,2478400000.0,1384200000.0
Ecolab,2022,8831000000.0,1792800000.0,14187800000.0,2698100000.0,1728200000.0
","corporate,year,Cash Conversion Cycle
Alphabet Inc. (Class C),2020,35.95195189966975
Alphabet Inc. (Class C),2021,33.74799697645403
Alphabet Inc. (Class C),2022,40.74484324313261
Ecolab,2020,87.62407669134895
Ecolab,2021,73.67625542286171
Ecolab,2022,70.14482610676902
"
1962,US,fundamental,"From 2018 to 2020, how does the minimum of Cash Conversion Cycle for Lamb Weston compare to Mondelez International as a ratio? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.2751,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Lamb Weston,2017,2381500000.0,525000000.0,3168000000.0,185200000.0,295000000.0
Lamb Weston,2018,2544200000.0,549700000.0,3423700000.0,225900000.0,254400000.0
Lamb Weston,2019,2753000000.0,498300000.0,3756500000.0,340100000.0,289200000.0
Lamb Weston,2020,2897200000.0,486700000.0,3792400000.0,342100000.0,244400000.0
Mondelez International,2017,15831000000.0,2557000000.0,25896000000.0,2691000000.0,5705000000.0
Mondelez International,2018,15586000000.0,2592000000.0,25938000000.0,2262000000.0,5794000000.0
Mondelez International,2019,15531000000.0,2546000000.0,25868000000.0,2212000000.0,5853000000.0
Mondelez International,2020,16135000000.0,2647000000.0,26581000000.0,2297000000.0,6209000000.0
","corporate,year,Cash Conversion Cycle
Lamb Weston,2018,59.594351188681344
Lamb Weston,2019,60.93501178656836
Lamb Weston,2020,61.263734041398585
Mondelez International,2018,-39.504234250391505
Mondelez International,2019,-44.92096737255697
Mondelez International,2020,-46.736067152914984
"
1963,US,fundamental,"Over 2020-2022, what is the ratio of Dell Technologies to Texas Instruments for the maximum of Cash Conversion Cycle? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.2467,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Dell Technologies,2019,63221000000.0,3281000000.0,92154000000.0,12484000000.0,20065000000.0
Dell Technologies,2020,64807000000.0,3402000000.0,94224000000.0,12788000000.0,21696000000.0
Dell Technologies,2021,79306000000.0,5898000000.0,101197000000.0,12912000000.0,27143000000.0
Dell Technologies,2022,79615000000.0,4776000000.0,102301000000.0,12482000000.0,18598000000.0
Texas Instruments,2019,5219000000.0,2001000000.0,14383000000.0,1074000000.0,388000000.0
Texas Instruments,2020,5192000000.0,1955000000.0,14461000000.0,1414000000.0,415000000.0
Texas Instruments,2021,5968000000.0,1910000000.0,18344000000.0,1701000000.0,653000000.0
Texas Instruments,2022,6257000000.0,2757000000.0,20028000000.0,1895000000.0,851000000.0
","corporate,year,Cash Conversion Cycle
Dell Technologies,2020,-49.83286044850237
Dell Technologies,2021,-44.639943897659066
Dell Technologies,2022,-35.08178022011572
Texas Instruments,2020,142.22761380324891
Texas Instruments,2021,116.52196344598141
Texas Instruments,2022,125.02389829881447
"
1964,US,fundamental,"Calculate the minimum of Cash Conversion Cycle for Western Digital and Marathon Petroleum separately from 2023 to 2025, and compute the ratio of Western Digital to Marathon Petroleum. (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.1352,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Western Digital,2022,12919000000.0,3638000000.0,18793000000.0,2804000000.0,1902000000.0
Western Digital,2023,10431000000.0,3698000000.0,12318000000.0,1598000000.0,1877000000.0
Western Digital,2024,10058000000.0,3342000000.0,13003000000.0,2166000000.0,2037000000.0
Western Digital,2025,5828000000.0,1291000000.0,9520000000.0,1486000000.0,1266000000.0
Marathon Petroleum,2022,151671000000.0,8827000000.0,177453000000.0,13477000000.0,15312000000.0
Marathon Petroleum,2023,128566000000.0,9317000000.0,148379000000.0,11619000000.0,13761000000.0
Marathon Petroleum,2024,126240000000.0,9568000000.0,138864000000.0,11145000000.0,13906000000.0
Marathon Petroleum,2025,119446000000.0,10129000000.0,132699000000.0,10317000000.0,12974000000.0
","corporate,year,Cash Conversion Cycle
Marathon Petroleum,2023,15.353273081569263
Marathon Petroleum,2024,17.2214792890886
Marathon Petroleum,2025,18.541724540650286
Western Digital,2023,127.45179289897202
Western Digital,2024,109.54909899878251
Western Digital,2025,111.6575320244776
"
1965,US,fundamental,"Comparing the maximum of Inventory Turnover from 2020 to 2024, what is the ratio of Tractor Supply to Bristol Myers Squibb? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.776,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Tractor Supply,2019,5480161000.0,1602781000.0
Tractor Supply,2020,6858803000.0,1783270000.0
Tractor Supply,2021,8253952000.0,2191192000.0
Tractor Supply,2022,9232513000.0,2709597000.0
Tractor Supply,2023,9327522000.0,2645854000.0
Tractor Supply,2024,9486674000.0,2840177000.0
Bristol Myers Squibb,2019,8078000000.0,4293000000.0
Bristol Myers Squibb,2020,11773000000.0,2074000000.0
Bristol Myers Squibb,2021,9940000000.0,2095000000.0
Bristol Myers Squibb,2022,10137000000.0,2339000000.0
Bristol Myers Squibb,2023,10693000000.0,2662000000.0
Bristol Myers Squibb,2024,13968000000.0,2557000000.0
","corporate,year,Inventory Turnover
Bristol Myers Squibb,2020,3.698130987906392
Bristol Myers Squibb,2021,4.76852962341089
Bristol Myers Squibb,2022,4.572395128552097
Bristol Myers Squibb,2023,4.276344731053789
Bristol Myers Squibb,2024,5.352749568882928
Tractor Supply,2020,4.0512106876122065
Tractor Supply,2021,4.153493982330187
Tractor Supply,2022,3.76776596584754
Tractor Supply,2023,3.4833749762625033
Tractor Supply,2024,3.458483555780126
"
1966,US,fundamental,"What is the ratio of Lamb Weston to First Solar in terms of the average of Inventory Turnover from 2021 to 2023? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6369,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Lamb Weston,2020,2897200000.0,486700000.0
Lamb Weston,2021,2838900000.0,513500000.0
Lamb Weston,2022,3266900000.0,574400000.0
Lamb Weston,2023,3918500000.0,932000000.0
First Solar,2020,2030659000.0,567587000.0
First Solar,2021,2193423000.0,666299000.0
First Solar,2022,2549461000.0,621376000.0
First Solar,2023,2017923000.0,819899000.0
","corporate,year,Inventory Turnover
First Solar,2021,3.5553089993727136
First Solar,2022,3.9597895431688896
First Solar,2023,2.800191497111932
Lamb Weston,2021,5.676664667066587
Lamb Weston,2022,6.005882893648313
Lamb Weston,2023,5.20246946362188
"
1967,US,fundamental,"From 2019 to 2023, how does the minimum of Inventory Turnover for Campbell's Company (The) compare to Axon Enterprise as a ratio? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.972,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Campbell's Company (The),2018,5869000000.0,1199000000.0
Campbell's Company (The),2019,5414000000.0,863000000.0
Campbell's Company (The),2020,5692000000.0,871000000.0
Campbell's Company (The),2021,5665000000.0,933000000.0
Campbell's Company (The),2022,5935000000.0,1246000000.0
Campbell's Company (The),2023,6440000000.0,1291000000.0
Axon Enterprise,2018,161485000.0,33763000.0
Axon Enterprise,2019,223574000.0,38845000.0
Axon Enterprise,2020,264672000.0,89958000.0
Axon Enterprise,2021,322471000.0,108688000.0
Axon Enterprise,2022,461297000.0,202471000.0
Axon Enterprise,2023,608009000.0,269855000.0
","corporate,year,Inventory Turnover
Axon Enterprise,2019,6.158384750991626
Axon Enterprise,2020,4.109717941352297
Axon Enterprise,2021,3.2466900919223143
Axon Enterprise,2022,2.9650243123290663
Axon Enterprise,2023,2.574531150095485
Campbell's Company (The),2019,5.251212415130941
Campbell's Company (The),2020,6.565167243367935
Campbell's Company (The),2021,6.280487804878049
Campbell's Company (The),2022,5.447452960073428
Campbell's Company (The),2023,5.07686243594797
"
1968,US,fundamental,"Over 2020-2024, what is the ratio of Deere & Company to United Rentals for the minimum of Inventory Turnover? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1199,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Deere & Company,2019,28370000000.0,7567000000.0
Deere & Company,2020,25289000000.0,4999000000.0
Deere & Company,2021,30459000000.0,6988000000.0
Deere & Company,2022,35338000000.0,6623000000.0
Deere & Company,2023,37715000000.0,6917000000.0
Deere & Company,2024,30775000000.0,7451000000.0
United Rentals,2019,5681000000.0,120000000.0
United Rentals,2020,5347000000.0,125000000.0
United Rentals,2021,5863000000.0,164000000.0
United Rentals,2022,6646000000.0,232000000.0
United Rentals,2023,8519000000.0,205000000.0
United Rentals,2024,9195000000.0,200000000.0
","corporate,year,Inventory Turnover
Deere & Company,2020,4.024988063027216
Deere & Company,2021,5.082005505964795
Deere & Company,2022,5.192564837263978
Deere & Company,2023,5.570901033973412
Deere & Company,2024,4.283825167037862
United Rentals,2020,43.648979591836735
United Rentals,2021,40.57439446366782
United Rentals,2022,33.56565656565657
United Rentals,2023,38.98855835240275
United Rentals,2024,45.407407407407405
"
1969,US,fundamental,"Calculate the average of Inventory Turnover for Textron and PPL Corporation separately from 2017 to 2021, and compute the ratio of Textron to PPL Corporation. (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5096,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Textron,2016,11311000000.0,4464000000.0
Textron,2017,11795000000.0,4150000000.0
Textron,2018,11594000000.0,3818000000.0
Textron,2019,11406000000.0,4069000000.0
Textron,2020,10094000000.0,3513000000.0
Textron,2021,10297000000.0,3468000000.0
PPL Corporation,2016,1745000000.0,356000000.0
PPL Corporation,2017,1635000000.0,320000000.0
PPL Corporation,2018,1983000000.0,303000000.0
PPL Corporation,2019,1985000000.0,332000000.0
PPL Corporation,2020,1944000000.0,361000000.0
PPL Corporation,2021,1608000000.0,322000000.0
","corporate,year,Inventory Turnover
PPL Corporation,2017,4.837278106508876
PPL Corporation,2018,6.365971107544142
PPL Corporation,2019,6.251968503937008
PPL Corporation,2020,5.6103896103896105
PPL Corporation,2021,4.708638360175695
Textron,2017,2.7385651265381936
Textron,2018,2.910140562248996
Textron,2019,2.8923545074172687
Textron,2020,2.6626219994724347
Textron,2021,2.950007162297665
"
1970,US,fundamental,"Comparing the maximum of Receivables Turnover from 2019 to 2021, what is the ratio of McDonald's to Ross Stores? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0722,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
McDonald's,2018,21025200000.0,2441500000.0
McDonald's,2019,21076500000.0,2224200000.0
McDonald's,2020,19207800000.0,2110300000.0
McDonald's,2021,23222900000.0,1872400000.0
Ross Stores,2018,14983541000.0,96711000.0
Ross Stores,2019,16039073000.0,102236000.0
Ross Stores,2020,12531565000.0,115067000.0
Ross Stores,2021,18916244000.0,119247000.0
","corporate,year,Receivables Turnover
McDonald's,2019,9.034657178987075
McDonald's,2020,8.862752335909564
McDonald's,2021,11.661887664147438
Ross Stores,2019,161.23965679301523
Ross Stores,2020,115.33724799013359
Ross Stores,2021,161.46063828879196
"
1971,US,fundamental,"What is the ratio of Pfizer to Deere & Company in terms of the average of Receivables Turnover from 2019 to 2021? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.761,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Pfizer,2018,53647000000.0,8025000000.0
Pfizer,2019,51750000000.0,8724000000.0
Pfizer,2020,41908000000.0,7930000000.0
Pfizer,2021,81288000000.0,11479000000.0
Deere & Company,2018,37357700000.0,5004300000.0
Deere & Company,2019,39258000000.0,5230000000.0
Deere & Company,2020,35540000000.0,4171000000.0
Deere & Company,2021,44024000000.0,4208000000.0
","corporate,year,Receivables Turnover
Deere & Company,2019,7.671848587592703
Deere & Company,2020,7.560897776832252
Deere & Company,2021,10.508175199904523
Pfizer,2019,6.179473401397098
Pfizer,2020,5.032784916536568
Pfizer,2021,8.376320263795147
"
1972,US,fundamental,"From 2021 to 2025, how does the minimum of Receivables Turnover for Clorox compare to AutoZone as a ratio? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3008,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Clorox,2020,6721000000.0,648000000.0
Clorox,2021,7341000000.0,604000000.0
Clorox,2022,7107000000.0,681000000.0
Clorox,2023,7389000000.0,688000000.0
Clorox,2024,7093000000.0,695000000.0
Clorox,2025,7104000000.0,821000000.0
AutoZone,2020,12631967000.0,364774000.0
AutoZone,2021,14629585000.0,378392000.0
AutoZone,2022,16252230000.0,504886000.0
AutoZone,2023,17457209000.0,520385000.0
AutoZone,2024,18490268000.0,545575000.0
AutoZone,2025,18938717000.0,670137000.0
","corporate,year,Receivables Turnover
AutoZone,2021,39.37097499078268
AutoZone,2022,36.799807082254965
AutoZone,2023,34.053843325325694
AutoZone,2024,34.6922361064205
AutoZone,2025,31.156584783238134
Clorox,2021,11.726837060702875
Clorox,2022,11.06147859922179
Clorox,2023,10.79474068663258
Clorox,2024,10.257411424439624
Clorox,2025,9.37203166226913
"
1973,US,fundamental,"Over 2023-2025, what is the ratio of Tyson Foods to Entergy for the minimum of Receivables Turnover? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.4887,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Tyson Foods,2022,53282000000.0,2577000000.0
Tyson Foods,2023,52881000000.0,2476000000.0
Tyson Foods,2024,53309000000.0,2406000000.0
Tyson Foods,2025,54441000000.0,2524000000.0
Entergy,2022,13764237000.0,1495257000.0
Entergy,2023,12147412000.0,1393455000.0
Entergy,2024,11879653000.0,1390399000.0
Entergy,2025,12946686000.0,1470232000.0
","corporate,year,Receivables Turnover
Entergy,2023,8.410261736026298
Entergy,2024,8.53468105726809
Entergy,2025,9.051629518102825
Tyson Foods,2023,20.930536315060362
Tyson Foods,2024,21.83900040966817
Tyson Foods,2025,22.085598377281947
"
1974,US,fundamental,"Calculate the minimum of Receivables Turnover for Uber and Aptiv separately from 2022 to 2024, and compute the ratio of Uber to Aptiv. (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1434,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Uber,2021,17455000000.0,2439000000.0
Uber,2022,31877000000.0,2779000000.0
Uber,2023,37281000000.0,3404000000.0
Uber,2024,43978000000.0,3333000000.0
Aptiv,2021,15618000000.0,2784000000.0
Aptiv,2022,17489000000.0,3433000000.0
Aptiv,2023,20051000000.0,3546000000.0
Aptiv,2024,19713000000.0,3261000000.0
","corporate,year,Receivables Turnover
Aptiv,2022,5.626186263471127
Aptiv,2023,5.746095429144576
Aptiv,2024,5.791978845306303
Uber,2022,12.218091222690687
Uber,2023,12.059194565744784
Uber,2024,13.055662757904111
"
1975,US,fundamental,"Comparing the maximum of Payables Turnover from 2023 to 2025, what is the ratio of Abbott Laboratories to Labcorp? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3956,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Abbott Laboratories,2022,19142000000.0,4607000000.0
Abbott Laboratories,2023,17975000000.0,4295000000.0
Abbott Laboratories,2024,18706000000.0,4195000000.0
Abbott Laboratories,2025,19319000000.0,4240000000.0
Labcorp,2022,10491700000.0,934800000.0
Labcorp,2023,8796700000.0,827500000.0
Labcorp,2024,9384500000.0,875800000.0
Labcorp,2025,9939200000.0,840800000.0
","corporate,year,Payables Turnover
Abbott Laboratories,2023,4.038418332958885
Abbott Laboratories,2024,4.4065959952885745
Abbott Laboratories,2025,4.58067575577949
Labcorp,2023,9.983203767803438
Labcorp,2024,11.019198027358657
Labcorp,2025,11.580100198065944
"
1976,US,fundamental,"What is the ratio of EPAM Systems to Masco in terms of the maximum of Payables Turnover from 2017 to 2019? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.3623,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
EPAM Systems,2016,737186000.0,3213000.0
EPAM Systems,2017,921352000.0,5574000.0
EPAM Systems,2018,1186921000.0,7444000.0
EPAM Systems,2019,1488198000.0,7831000.0
Masco,2016,4901000000.0,800000000.0
Masco,2017,5033000000.0,824000000.0
Masco,2018,5670000000.0,926000000.0
Masco,2019,4336000000.0,697000000.0
","corporate,year,Payables Turnover
EPAM Systems,2017,209.70797769432116
EPAM Systems,2018,182.3507451221386
EPAM Systems,2019,194.8540752864157
Masco,2017,6.198275862068965
Masco,2018,6.48
Masco,2019,5.343191620455946
"
1977,US,fundamental,"From 2021 to 2025, how does the maximum of Payables Turnover for ON Semiconductor compare to Amcor as a ratio? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6386,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
ON Semiconductor,2020,3539200000.0,572900000.0
ON Semiconductor,2021,4025500000.0,635100000.0
ON Semiconductor,2022,4249000000.0,852100000.0
ON Semiconductor,2023,4369500000.0,725600000.0
ON Semiconductor,2024,3866200000.0,574500000.0
ON Semiconductor,2025,4011500000.0,572300000.0
Amcor,2020,9932000000.0,2170800000.0
Amcor,2021,10129000000.0,2574000000.0
Amcor,2022,11724000000.0,3073000000.0
Amcor,2023,11969000000.0,2690000000.0
Amcor,2024,10928000000.0,2580000000.0
Amcor,2025,12175000000.0,3490000000.0
","corporate,year,Payables Turnover
Amcor,2021,4.269516101837802
Amcor,2022,4.15229325305472
Amcor,2023,4.153739371854937
Amcor,2024,4.147248576850095
Amcor,2025,4.011532125205931
ON Semiconductor,2021,6.664735099337748
ON Semiconductor,2022,5.714093598708983
ON Semiconductor,2023,5.539075869937251
ON Semiconductor,2024,5.947542496731021
ON Semiconductor,2025,6.9959888385071505
"
1978,US,fundamental,"Over 2022-2024, what is the ratio of Snap-on to Dollar Tree for the minimum of Payables Turnover? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4173,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Snap-on,2021,2218900000.0,277600000.0
Snap-on,2022,2395400000.0,287000000.0
Snap-on,2023,2488700000.0,238000000.0
Snap-on,2024,2329500000.0,265900000.0
Dollar Tree,2021,18583900000.0,1884200000.0
Dollar Tree,2022,19396300000.0,1899800000.0
Dollar Tree,2023,21272000000.0,2063800000.0
Dollar Tree,2024,11284100000.0,1705800000.0
","corporate,year,Payables Turnover
Dollar Tree,2022,10.251744186046512
Dollar Tree,2023,10.7336764557473
Dollar Tree,2024,5.986895161290323
Snap-on,2022,8.485299326957138
Snap-on,2023,9.480761904761906
Snap-on,2024,9.245882119468149
"
1979,US,fundamental,"Calculate the average of Payables Turnover for Visa Inc. and Dell Technologies separately from 2020 to 2024, and compute the ratio of Visa Inc. to Dell Technologies. (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.248,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Visa Inc.,2019,3444000000.0,156000000.0
Visa Inc.,2020,3785000000.0,174000000.0
Visa Inc.,2021,4240000000.0,266000000.0
Visa Inc.,2022,4990000000.0,340000000.0
Visa Inc.,2023,5831000000.0,375000000.0
Visa Inc.,2024,6264000000.0,479000000.0
Dell Technologies,2019,63221000000.0,20065000000.0
Dell Technologies,2020,64807000000.0,21696000000.0
Dell Technologies,2021,79306000000.0,27143000000.0
Dell Technologies,2022,79615000000.0,18598000000.0
Dell Technologies,2023,67556000000.0,19389000000.0
Dell Technologies,2024,74317000000.0,20832000000.0
","corporate,year,Payables Turnover
Dell Technologies,2020,3.103709202365844
Dell Technologies,2021,3.24765044329327
Dell Technologies,2022,3.4811219693491617
Dell Technologies,2023,3.5567957459130755
Dell Technologies,2024,3.6954327341438553
Visa Inc.,2020,22.939393939393938
Visa Inc.,2021,19.272727272727273
Visa Inc.,2022,16.46864686468647
Visa Inc.,2023,16.31048951048951
Visa Inc.,2024,14.669789227166277
"
1980,US,fundamental,"Comparing the average of Total Asset Turnover from 2020 to 2024, what is the ratio of Kraft Heinz to Charter Communications? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.774,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Kraft Heinz,2019,24977000000.0,101450000000.0
Kraft Heinz,2020,26185000000.0,99830000000.0
Kraft Heinz,2021,26042000000.0,93394000000.0
Kraft Heinz,2022,26485000000.0,90513000000.0
Kraft Heinz,2023,26640000000.0,90339000000.0
Kraft Heinz,2024,25846000000.0,88287000000.0
Charter Communications,2019,45764000000.0,148188000000.0
Charter Communications,2020,48097000000.0,144206000000.0
Charter Communications,2021,51682000000.0,142491000000.0
Charter Communications,2022,54022000000.0,144523000000.0
Charter Communications,2023,54607000000.0,147193000000.0
Charter Communications,2024,55085000000.0,150020000000.0
","corporate,year,Total Asset Turnover
Charter Communications,2020,0.32898759892473856
Charter Communications,2021,0.36053394350132717
Charter Communications,2022,0.3764415673103054
Charter Communications,2023,0.3743846755063144
Charter Communications,2024,0.3706769219381386
Kraft Heinz,2020,0.26018481717011127
Kraft Heinz,2021,0.269552436550325
Kraft Heinz,2022,0.2880260131479498
Kraft Heinz,2023,0.29460553380664856
Kraft Heinz,2024,0.2893867634051034
"
1981,US,fundamental,"What is the ratio of Aon plc to Jacobs Solutions in terms of the maximum of Total Asset Turnover from 2017 to 2021? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2741,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Aon plc,2016,11627000000.0,26615000000.0
Aon plc,2017,9998000000.0,26088000000.0
Aon plc,2018,10770000000.0,26422000000.0
Aon plc,2019,11013000000.0,29405000000.0
Aon plc,2020,11066000000.0,32114000000.0
Aon plc,2021,12193000000.0,31917000000.0
Jacobs Solutions,2016,10964157000.0,7360022000.0
Jacobs Solutions,2017,10022788000.0,7380859000.0
Jacobs Solutions,2018,14984646000.0,12645795000.0
Jacobs Solutions,2019,12737868000.0,11462711000.0
Jacobs Solutions,2020,13566975000.0,12354353000.0
Jacobs Solutions,2021,14092632000.0,14632609000.0
","corporate,year,Total Asset Turnover
Aon plc,2017,0.37940914179458474
Aon plc,2018,0.41020757950866504
Aon plc,2019,0.3945402762104358
Aon plc,2020,0.35975877371218645
Aon plc,2021,0.3808467773422249
Jacobs Solutions,2017,1.3598628195967393
Jacobs Solutions,2018,1.496470254092371
Jacobs Solutions,2019,1.0567115191625727
Jacobs Solutions,2020,1.1392651084113474
Jacobs Solutions,2021,1.0444029972695703
"
1982,US,fundamental,"From 2019 to 2023, how does the CAGR of Total Asset Turnover for Dominion Energy compare to CSX Corporation as a ratio? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.2603,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Dominion Energy,2018,13366000000.0,77914000000.0
Dominion Energy,2019,16572000000.0,103823000000.0
Dominion Energy,2020,14172000000.0,95905000000.0
Dominion Energy,2021,13964000000.0,99590000000.0
Dominion Energy,2022,17174000000.0,104243000000.0
Dominion Energy,2023,14393000000.0,109032000000.0
CSX Corporation,2018,12250000000.0,36729000000.0
CSX Corporation,2019,11937000000.0,38257000000.0
CSX Corporation,2020,10583000000.0,39793000000.0
CSX Corporation,2021,12522000000.0,40531000000.0
CSX Corporation,2022,14853000000.0,41912000000.0
CSX Corporation,2023,14657000000.0,42408000000.0
","corporate,year,Total Asset Turnover
CSX Corporation,2019,0.31837943082708775
CSX Corporation,2020,0.2711851377322229
CSX Corporation,2021,0.31178726159055825
CSX Corporation,2022,0.3603216767948765
CSX Corporation,2023,0.3476518026565465
Dominion Energy,2019,0.1823734297363773
Dominion Energy,2020,0.1419130016822879
Dominion Energy,2021,0.14285787360290544
Dominion Energy,2022,0.1685104963376882
Dominion Energy,2023,0.13497128120970578
"
1983,US,fundamental,"Over 2019-2023, what is the ratio of Regeneron Pharmaceuticals to Emerson Electric for the CAGR of Total Asset Turnover? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4306,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Regeneron Pharmaceuticals,2018,6710800000.0,11734500000.0
Regeneron Pharmaceuticals,2019,7863400000.0,14805200000.0
Regeneron Pharmaceuticals,2020,8497100000.0,17163300000.0
Regeneron Pharmaceuticals,2021,16071700000.0,25434800000.0
Regeneron Pharmaceuticals,2022,12172900000.0,29214500000.0
Regeneron Pharmaceuticals,2023,13117200000.0,33080200000.0
Emerson Electric,2018,17408000000.0,20390000000.0
Emerson Electric,2019,18372000000.0,20497000000.0
Emerson Electric,2020,16785000000.0,22882000000.0
Emerson Electric,2021,18236000000.0,24715000000.0
Emerson Electric,2022,19629000000.0,35672000000.0
Emerson Electric,2023,15165000000.0,42746000000.0
","corporate,year,Total Asset Turnover
Emerson Electric,2019,0.8986719495194071
Emerson Electric,2020,0.7738767606445515
Emerson Electric,2021,0.7662667815198437
Emerson Electric,2022,0.6501068110686075
Emerson Electric,2023,0.3867734448723507
Regeneron Pharmaceuticals,2019,0.5925764044054755
Regeneron Pharmaceuticals,2020,0.5315920359103492
Regeneron Pharmaceuticals,2021,0.7545735607926175
Regeneron Pharmaceuticals,2022,0.44549152505155604
Regeneron Pharmaceuticals,2023,0.4211337401095117
"
1984,US,fundamental,"Calculate the minimum of Total Asset Turnover for Fastenal and CDW Corporation separately from 2018 to 2022, and compute the ratio of Fastenal to CDW Corporation. (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8064,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Fastenal,2017,4390500000.0,2910500000.0
Fastenal,2018,4965100000.0,3321500000.0
Fastenal,2019,5333700000.0,3799900000.0
Fastenal,2020,5647300000.0,3964700000.0
Fastenal,2021,6010900000.0,4299000000.0
Fastenal,2022,6980600000.0,4548600000.0
CDW Corporation,2017,15191500000.0,6956600000.0
CDW Corporation,2018,16240500000.0,7167700000.0
CDW Corporation,2019,18032400000.0,7999400000.0
CDW Corporation,2020,18467500000.0,9344700000.0
CDW Corporation,2021,20820800000.0,13199400000.0
CDW Corporation,2022,23748700000.0,13131500000.0
","corporate,year,Total Asset Turnover
CDW Corporation,2018,2.2996537881523333
CDW Corporation,2019,2.3778309630713848
CDW Corporation,2020,2.1295426110319937
CDW Corporation,2021,1.8471174276196434
CDW Corporation,2022,1.8038654204755629
Fastenal,2018,1.5934210526315788
Fastenal,2019,1.4979357991406184
Fastenal,2020,1.4546274115859155
Fastenal,2021,1.4547720754625653
Fastenal,2022,1.5779646457796466
"
1985,US,fundamental,"Comparing the average of Fixed Asset Turnover from 2023 to 2025, what is the ratio of Take-Two Interactive to Zimmer Biomet? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6335,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Take-Two Interactive,2022,5349900000.0,402800000.0
Take-Two Interactive,2023,5349600000.0,411100000.0
Take-Two Interactive,2024,5633600000.0,443800000.0
Take-Two Interactive,2025,6656400000.0,445400000.0
Zimmer Biomet,2022,6939900000.0,1872500000.0
Zimmer Biomet,2023,7394200000.0,2060400000.0
Zimmer Biomet,2024,7678600000.0,2048800000.0
Zimmer Biomet,2025,8231500000.0,2207100000.0
","corporate,year,Fixed Asset Turnover
Take-Two Interactive,2023,13.145595281975673
Take-Two Interactive,2024,13.179553164112761
Take-Two Interactive,2025,14.97165991902834
Zimmer Biomet,2023,3.7601769686490885
Zimmer Biomet,2024,3.73727246179305
Zimmer Biomet,2025,3.8682769801922037
"
1986,US,fundamental,"What is the ratio of Allegion to Royal Caribbean Group in terms of the minimum of Fixed Asset Turnover from 2018 to 2020? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",106.512,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Allegion,2017,2408200000.0,252200000.0
Allegion,2018,2731700000.0,276700000.0
Allegion,2019,2854000000.0,291400000.0
Allegion,2020,2719900000.0,294900000.0
Royal Caribbean Group,2017,8777845000.0,19735180000.0
Royal Caribbean Group,2018,9493849000.0,23466163000.0
Royal Caribbean Group,2019,10950661000.0,25466808000.0
Royal Caribbean Group,2020,2208805000.0,25246595000.0
","corporate,year,Fixed Asset Turnover
Allegion,2018,10.329740971828324
Allegion,2019,10.047526843865517
Allegion,2020,9.278185229404741
Royal Caribbean Group,2018,0.43951638262727155
Royal Caribbean Group,2019,0.44757801442303596
Royal Caribbean Group,2020,0.08710931900980891
"
1987,US,fundamental,"From 2017 to 2019, how does the average of Fixed Asset Turnover for Equity Residential compare to Zoetis as a ratio? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1187,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Equity Residential,2016,2425800000.0,5899862000.0
Equity Residential,2017,2471406000.0,5996024000.0
Equity Residential,2018,2578434000.0,5875803000.0
Equity Residential,2019,2701075000.0,5936188000.0
Zoetis,2016,4888000000.0,1381000000.0
Zoetis,2017,5307000000.0,1435000000.0
Zoetis,2018,5825000000.0,1658000000.0
Zoetis,2019,6260000000.0,1940000000.0
","corporate,year,Fixed Asset Turnover
Equity Residential,2017,0.4155059993009348
Equity Residential,2018,0.43437863439216223
Equity Residential,2019,0.4573445746783925
Zoetis,2017,3.7691761363636362
Zoetis,2018,3.7665696734561913
Zoetis,2019,3.4797109505280712
"
1988,US,fundamental,"Over 2019-2021, what is the ratio of JPMorgan Chase to Digital Realty for the maximum of Fixed Asset Turnover? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1567,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
JPMorgan Chase,2018,12059000000.0,14934000000.0
JPMorgan Chase,2019,14018000000.0,25813000000.0
JPMorgan Chase,2020,18021000000.0,27109000000.0
JPMorgan Chase,2021,16304000000.0,27070000000.0
Digital Realty,2018,3046478000.0,175108000.0
Digital Realty,2019,3209241000.0,1287109000.0
Digital Realty,2020,3903609000.0,1148158000.0
Digital Realty,2021,4427882000.0,1807689000.0
","corporate,year,Fixed Asset Turnover
Digital Realty,2019,4.389555038684409
Digital Realty,2020,3.205898162295962
Digital Realty,2021,2.996015693640435
JPMorgan Chase,2019,0.68805065403588
JPMorgan Chase,2020,0.6810400211632214
JPMorgan Chase,2021,0.601856807988335
"
1989,US,fundamental,"Calculate the minimum of Fixed Asset Turnover for Amgen and Constellation Energy separately from 2022 to 2024, and compute the ratio of Amgen to Constellation Energy. (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.5613,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Amgen,2021,25979000000.0,5184000000.0
Amgen,2022,26323000000.0,5427000000.0
Amgen,2023,28190000000.0,5941000000.0
Amgen,2024,33424000000.0,6543000000.0
Constellation Energy,2021,55588000000.0,19612000000.0
Constellation Energy,2022,24440000000.0,19822000000.0
Constellation Energy,2023,24918000000.0,22116000000.0
Constellation Energy,2024,23568000000.0,21235000000.0
","corporate,year,Fixed Asset Turnover
Amgen,2022,4.961455093770615
Amgen,2023,4.959535538353272
Amgen,2024,5.354694008330664
Constellation Energy,2022,1.239539483694274
Constellation Energy,2023,1.1883256235395108
Constellation Energy,2024,1.0873105580032756
"
1990,US,fundamental,"Comparing the maximum of Working Capital Turnover from 2022 to 2024, what is the ratio of Dayforce to Kimberly-Clark? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.2265,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Dayforce,2021,1024200000.0,4144100000.0,3741900000.0
Dayforce,2022,1246200000.0,4894000000.0,4533500000.0
Dayforce,2023,1513700000.0,5955200000.0,5334900000.0
Dayforce,2024,1760000000.0,5983500000.0,5314800000.0
Kimberly-Clark,2021,19440000000.0,5565000000.0,6749000000.0
Kimberly-Clark,2022,20175000000.0,5729000000.0,7334000000.0
Kimberly-Clark,2023,20431000000.0,5703000000.0,6930000000.0
Kimberly-Clark,2024,20058000000.0,5580000000.0,7004000000.0
","corporate,year,Working Capital Turnover
Dayforce,2022,3.2678641667759276
Dayforce,2023,3.086663947797716
Dayforce,2024,2.730799069045772
Kimberly-Clark,2022,-14.467551093581928
Kimberly-Clark,2023,-14.42867231638418
Kimberly-Clark,2024,-15.132402866842702
"
1991,US,fundamental,"What is the ratio of Pinnacle West Capital to Tyler Technologies in terms of the minimum of Working Capital Turnover from 2018 to 2022? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-12.8174,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Pinnacle West Capital,2017,3565296000.0,1016288000.0,1197852000.0
Pinnacle West Capital,2018,3691247000.0,924991000.0,1648964000.0
Pinnacle West Capital,2019,3471209000.0,1030030000.0,2078365000.0
Pinnacle West Capital,2020,3586982000.0,1198319000.0,1360433000.0
Pinnacle West Capital,2021,3803835000.0,1551100000.0,1756869000.0
Pinnacle West Capital,2022,4324385000.0,1750554000.0,1762141000.0
Tyler Technologies,2017,840662000.0,496800000.0,382310000.0
Tyler Technologies,2018,935282000.0,518858000.0,423902000.0
Tyler Technologies,2019,1086427000.0,679697000.0,509093000.0
Tyler Technologies,2020,1116663000.0,1113070000.0,564277000.0
Tyler Technologies,2021,1592287000.0,964331000.0,829501000.0
Tyler Technologies,2022,1850204000.0,847242000.0,889695000.0
","corporate,year,Working Capital Turnover
Pinnacle West Capital,2018,-8.15261441553465
Pinnacle West Capital,2019,-3.9171622539648863
Pinnacle West Capital,2020,-5.926696622492976
Pinnacle West Capital,2021,-20.679591065637716
Pinnacle West Capital,2022,-39.790804026573916
Tyler Technologies,2018,8.931008469963619
Tyler Technologies,2019,8.182158457599035
Tyler Technologies,2020,3.1044416365372665
Tyler Technologies,2021,4.658377497538848
Tyler Technologies,2022,40.05767669441528
"
1992,US,fundamental,"From 2018 to 2020, how does the average of Working Capital Turnover for Comcast compare to Waste Management as a ratio? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.7907,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Comcast,2017,84526000000.0,16060000000.0,21561000000.0
Comcast,2018,94507000000.0,21848000000.0,27603000000.0
Comcast,2019,108942000000.0,25392000000.0,30292000000.0
Comcast,2020,103564000000.0,26741000000.0,28796000000.0
Waste Management,2017,14485000000.0,2624000000.0,3262000000.0
Waste Management,2018,14914000000.0,2645000000.0,3108000000.0
Waste Management,2019,15455000000.0,6209000000.0,3144000000.0
Waste Management,2020,15218000000.0,3540000000.0,3553000000.0
","corporate,year,Working Capital Turnover
Comcast,2018,-16.79228855721393
Comcast,2019,-20.448991083998123
Comcast,2020,-29.78116462976276
Waste Management,2018,-27.091734786557677
Waste Management,2019,11.879323597232897
Waste Management,2020,9.972477064220184
"
1993,US,fundamental,"Over 2017-2021, what is the ratio of Moody's Corporation to Campbell's Company (The) for the average of Working Capital Turnover? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.3454,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Moody's Corporation,2016,3604200000.0,3253100000.0,2428200000.0
Moody's Corporation,2017,4204100000.0,2580600000.0,2063300000.0
Moody's Corporation,2018,4442700000.0,3386900000.0,2098500000.0
Moody's Corporation,2019,4829000000.0,3679000000.0,1912000000.0
Moody's Corporation,2020,5371000000.0,4509000000.0,2222000000.0
Moody's Corporation,2021,6218000000.0,4011000000.0,2496000000.0
Campbell's Company (The),2016,7961000000.0,1908000000.0,2555000000.0
Campbell's Company (The),2017,7890000000.0,1900000000.0,2395000000.0
Campbell's Company (The),2018,8685000000.0,2296000000.0,3594000000.0
Campbell's Company (The),2019,8107000000.0,1967000000.0,3385000000.0
Campbell's Company (The),2020,8691000000.0,2385000000.0,3075000000.0
Campbell's Company (The),2021,8476000000.0,1695000000.0,1814000000.0
","corporate,year,Working Capital Turnover
Campbell's Company (The),2017,-13.81786339754816
Campbell's Company (The),2018,-9.687674288901283
Campbell's Company (The),2019,-5.9698085419734905
Campbell's Company (The),2020,-8.24573055028463
Campbell's Company (The),2021,-20.95426452410383
Moody's Corporation,2017,6.264491133959171
Moody's Corporation,2018,4.920750955308191
Moody's Corporation,2019,3.1609609216469203
Moody's Corporation,2020,2.649728663048841
Moody's Corporation,2021,3.2709100473435035
"
1994,US,fundamental,"Calculate the minimum of Working Capital Turnover for Cooper Companies (The) and Brown & Brown separately from 2021 to 2025, and compute the ratio of Cooper Companies (The) to Brown & Brown. (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8838,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Cooper Companies (The),2020,2430900000.0,1274200000.0,1004400000.0
Cooper Companies (The),2021,2922500000.0,1465300000.0,732100000.0
Cooper Companies (The),2022,3308400000.0,1533600000.0,1280200000.0
Cooper Companies (The),2023,3593200000.0,1704900000.0,969000000.0
Cooper Companies (The),2024,3895400000.0,1951500000.0,1022800000.0
Cooper Companies (The),2025,4092400000.0,2106400000.0,1112800000.0
Brown & Brown,2020,2613375000.0,2958249000.0,2354352000.0
Brown & Brown,2021,3051398000.0,3330284000.0,2667366000.0
Brown & Brown,2022,3573400000.0,4996000000.0,4596600000.0
Brown & Brown,2023,4257100000.0,5129900000.0,4956900000.0
Brown & Brown,2024,4805000000.0,6924000000.0,6314000000.0
Brown & Brown,2025,5902000000.0,8614000000.0,8294000000.0
","corporate,year,Working Capital Turnover
Brown & Brown,2021,4.817432695381725
Brown & Brown,2022,6.727552390150596
Brown & Brown,2023,14.87456324248777
Brown & Brown,2024,12.27330779054917
Brown & Brown,2025,12.69247311827957
Cooper Companies (The),2021,5.827517447657029
Cooper Companies (The),2022,6.706669369551997
Cooper Companies (The),2023,7.264126149802891
Cooper Companies (The),2024,4.680283551603989
Cooper Companies (The),2025,4.257816157727722
"
1995,US,fundamental,"Comparing the maximum of Current Ratio from 2019 to 2021, what is the ratio of Keurig Dr Pepper to MSCI Inc.? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.204,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Keurig Dr Pepper,2019,2273000000.0,6474000000.0
Keurig Dr Pepper,2020,2388000000.0,7694000000.0
Keurig Dr Pepper,2021,3057000000.0,6485000000.0
MSCI Inc.,2019,2081777000.0,900786000.0
MSCI Inc.,2020,1925598000.0,1021769000.0
MSCI Inc.,2021,2143410000.0,1250937000.0
","corporate,year,Current Ratio
Keurig Dr Pepper,2019,0.35109669447018843
Keurig Dr Pepper,2020,0.31037171822199117
Keurig Dr Pepper,2021,0.47139552814186586
MSCI Inc.,2019,2.311067223513687
MSCI Inc.,2020,1.884572736107672
MSCI Inc.,2021,1.7134436026754345
"
1996,US,fundamental,"What is the ratio of Republic Services to Cigna in terms of the average of Current Ratio from 2020 to 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8161,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Republic Services,2020,1521800000.0,2282000000.0
Republic Services,2021,1710800000.0,2415600000.0
Republic Services,2022,2357100000.0,3390700000.0
Republic Services,2023,2381000000.0,4228300000.0
Republic Services,2024,2406000000.0,4128000000.0
Cigna,2020,27799000000.0,36022000000.0
Cigna,2021,36134000000.0,43572000000.0
Cigna,2022,30120000000.0,41229000000.0
Cigna,2023,37351000000.0,48716000000.0
Cigna,2024,48870000000.0,57979000000.0
","corporate,year,Current Ratio
Cigna,2020,0.7717228360446394
Cigna,2021,0.8292940420453502
Cigna,2022,0.7305537364476461
Cigna,2023,0.7667090894162082
Cigna,2024,0.8428913917107919
Republic Services,2020,0.6668711656441718
Republic Services,2021,0.7082298393773804
Republic Services,2022,0.6951661898722977
Republic Services,2023,0.563110469928813
Republic Services,2024,0.5828488372093024
"
1997,US,fundamental,"From 2020 to 2022, how does the maximum of Current Ratio for Trimble Inc. compare to PTC Inc. as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8863,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Trimble Inc.,2020,1281400000.0,1311300000.0
Trimble Inc.,2021,1450600000.0,1188600000.0
Trimble Inc.,2022,1518200000.0,1462100000.0
PTC Inc.,2020,833447000.0,680760000.0
PTC Inc.,2021,1073010000.0,779282000.0
PTC Inc.,2022,1068657000.0,792258000.0
","corporate,year,Current Ratio
PTC Inc.,2020,1.2242890299077502
PTC Inc.,2021,1.3769213198816346
PTC Inc.,2022,1.348874987693403
Trimble Inc.,2020,0.9771982002592847
Trimble Inc.,2021,1.2204273935722698
Trimble Inc.,2022,1.038369468572601
"
1998,US,fundamental,"Over 2022-2024, what is the ratio of Biogen to Cintas for the average of Current Ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.062,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Biogen,2022,9791200000.0,3272800000.0
Biogen,2023,6859300000.0,3434300000.0
Biogen,2024,7456800000.0,5528800000.0
Cintas,2022,2631983000.0,1432890000.0
Cintas,2023,2938459000.0,1230062000.0
Cintas,2024,3185207000.0,1828519000.0
","corporate,year,Current Ratio
Biogen,2022,2.9916890735761426
Biogen,2023,1.997292024575605
Biogen,2024,1.3487194327883085
Cintas,2022,1.8368353467467844
Cintas,2023,2.3888706422928276
Cintas,2024,1.7419600233850454
"
1999,US,fundamental,"Calculate the average of Current Ratio for Lululemon Athletica and Paycom separately from 2019 to 2021, and compute the ratio of Lululemon Athletica to Paycom. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1865,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Lululemon Athletica,2019,1807938000.0,620418000.0
Lululemon Athletica,2020,2124379000.0,883178000.0
Lululemon Athletica,2021,2614853000.0,1405334000.0
Paycom,2019,1871100000.0,1753522000.0
Paycom,2020,1864605000.0,1718030000.0
Paycom,2021,2252038000.0,1990410000.0
","corporate,year,Current Ratio
Lululemon Athletica,2019,2.914064388847519
Lululemon Athletica,2020,2.4053803423545426
Lululemon Athletica,2021,1.8606630167632747
Paycom,2019,1.0670524806646282
Paycom,2020,1.0853157395388904
Paycom,2021,1.1314442753000638
"
2000,US,fundamental,"Comparing the maximum of Quick Ratio from 2016 to 2020, what is the ratio of Seagate Technology to Emcor? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0751,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Seagate Technology,2016,3533000000.0,2249000000.0,868000000.0
Seagate Technology,2017,5041000000.0,2626000000.0,982000000.0
Seagate Technology,2018,4310000000.0,3190000000.0,1053000000.0
Seagate Technology,2019,4363000000.0,2232000000.0,970000000.0
Seagate Technology,2020,4114000000.0,2722000000.0,1142000000.0
Emcor,2016,2210847000.0,1511774000.0,37426000.0
Emcor,2017,2284509000.0,1650952000.0,42724000.0
Emcor,2018,2386207000.0,1734398000.0,42321000.0
Emcor,2019,2659883000.0,1938610000.0,40446000.0
Emcor,2020,3120936000.0,2163232000.0,53338000.0
","corporate,year,Quick Ratio
Emcor,2016,1.4376626400506953
Emcor,2017,1.3578741235359961
Emcor,2018,1.3514118443402263
Emcor,2019,1.3511933808244052
Emcor,2020,1.4180624177157142
Seagate Technology,2016,1.1849710982658959
Seagate Technology,2017,1.5456968773800457
Seagate Technology,2018,1.0210031347962383
Seagate Technology,2019,1.5201612903225807
Seagate Technology,2020,1.091844232182219
"
2001,US,fundamental,"What is the ratio of Monster Beverage to Dow Inc. in terms of the maximum of Quick Ratio from 2023 to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1832,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Monster Beverage,2023,5588996000.0,1161689000.0,971406000.0
Monster Beverage,2024,3641504000.0,1097519000.0,737107000.0
Monster Beverage,2025,5361084000.0,1447780000.0,799623000.0
Dow Inc.,2023,17614000000.0,9957000000.0,6076000000.0
Dow Inc.,2024,16590000000.0,10288000000.0,6544000000.0
Dow Inc.,2025,18062000000.0,9183000000.0,6595000000.0
","corporate,year,Quick Ratio
Dow Inc.,2023,1.1587827658933414
Dow Inc.,2024,0.9764774494556765
Dow Inc.,2025,1.2487204617227485
Monster Beverage,2023,3.9748934525505537
Monster Beverage,2024,2.64632958518258
Monster Beverage,2025,3.150658939894183
"
2002,US,fundamental,"From 2022 to 2024, how does the average of Quick Ratio for Procter & Gamble compare to Mettler Toledo as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6233,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Procter & Gamble,2022,21653000000.0,33081000000.0,6924000000.0
Procter & Gamble,2023,22648000000.0,35756000000.0,7073000000.0
Procter & Gamble,2024,24709000000.0,33627000000.0,7016000000.0
Mettler Toledo,2022,1375089000.0,1147731000.0,441694000.0
Mettler Toledo,2023,1230203000.0,1181082000.0,385865000.0
Mettler Toledo,2024,1193906000.0,1168193000.0,342274000.0
","corporate,year,Quick Ratio
Mettler Toledo,2022,0.813252408447624
Mettler Toledo,2023,0.7148851646202381
Mettler Toledo,2024,0.7290165238107059
Procter & Gamble,2022,0.44524047036062997
Procter & Gamble,2023,0.4355912294440094
Procter & Gamble,2024,0.5261545781663545
"
2003,US,fundamental,"Over 2021-2025, what is the ratio of Genuine Parts Company to PPL Corporation for the minimum of Quick Ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7305,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Genuine Parts Company,2021,7756422000.0,6581583000.0,3889919000.0
Genuine Parts Company,2022,8816739000.0,7686110000.0,4441649000.0
Genuine Parts Company,2023,9605852000.0,7827109000.0,4676686000.0
Genuine Parts Company,2024,9852584000.0,8525380000.0,5514427000.0
Genuine Parts Company,2025,10564734000.0,9787705000.0,6071996000.0
PPL Corporation,2021,5007000000.0,2323000000.0,322000000.0
PPL Corporation,2022,2824000000.0,3789000000.0,443000000.0
PPL Corporation,2023,2932000000.0,3340000000.0,505000000.0
PPL Corporation,2024,2880000000.0,3333000000.0,511000000.0
PPL Corporation,2025,3931000000.0,4546000000.0,551000000.0
","corporate,year,Quick Ratio
Genuine Parts Company,2021,0.5874731048746176
Genuine Parts Company,2022,0.5692203208124786
Genuine Parts Company,2023,0.6297556351904643
Genuine Parts Company,2024,0.5088520394398842
Genuine Parts Company,2025,0.4590185339668492
PPL Corporation,2021,2.0167886353852778
PPL Corporation,2022,0.6283979941937187
PPL Corporation,2023,0.7266467065868264
PPL Corporation,2024,0.7107710771077108
PPL Corporation,2025,0.7435107787065552
"
2004,US,fundamental,"Calculate the minimum of Quick Ratio for Zoetis and Alliant Energy separately from 2020 to 2022, and compute the ratio of Zoetis to Alliant Energy. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.5013,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Zoetis,2020,6611000000.0,2170000000.0,1628000000.0
Zoetis,2021,6930000000.0,1797000000.0,1923000000.0
Zoetis,2022,7506000000.0,3167000000.0,2345000000.0
Alliant Energy,2020,887000000.0,1297000000.0,105000000.0
Alliant Energy,2021,1069000000.0,2054000000.0,113000000.0
Alliant Energy,2022,1250000000.0,2363000000.0,140000000.0
","corporate,year,Quick Ratio
Alliant Energy,2020,0.6029298380878951
Alliant Energy,2021,0.46543330087633883
Alliant Energy,2022,0.46974185357596276
Zoetis,2020,2.2963133640552997
Zoetis,2021,2.7863105175292153
Zoetis,2022,1.6296179349542153
"
2005,US,fundamental,"Comparing the maximum of Cash Ratio from 2022 to 2024, what is the ratio of S&P Global to Ford Motor Company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5798,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
S&P Global,2022,1286000000.0,14000000.0,5999000000.0
S&P Global,2023,1290000000.0,26000000.0,6125000000.0
S&P Global,2024,1666000000.0,20000000.0,6392000000.0
Ford Motor Company,2022,25134000000.0,18936000000.0,96866000000.0
Ford Motor Company,2023,24862000000.0,15309000000.0,101531000000.0
Ford Motor Company,2024,22935000000.0,15413000000.0,106859000000.0
","corporate,year,Cash Ratio
Ford Motor Company,2022,0.4549583961348667
Ford Motor Company,2023,0.3956525593168589
Ford Motor Company,2024,0.3588654207881414
S&P Global,2022,0.21670278379729954
S&P Global,2023,0.21485714285714286
S&P Global,2024,0.2637672090112641
"
2006,US,fundamental,"What is the ratio of Nvidia to Johnson & Johnson in terms of the average of Cash Ratio from 2016 to 2018? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.2492,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Nvidia,2016,1766000000.0,5032000000.0,1788000000.0
Nvidia,2017,4002000000.0,3106000000.0,1153000000.0
Nvidia,2018,782000000.0,6640000000.0,1329000000.0
Johnson & Johnson,2016,18972000000.0,0.0,26287000000.0
Johnson & Johnson,2017,17824000000.0,0.0,30537000000.0
Johnson & Johnson,2018,18107000000.0,0.0,31230000000.0
","corporate,year,Cash Ratio
Johnson & Johnson,2016,0.7217255677711416
Johnson & Johnson,2017,0.5836853652945607
Johnson & Johnson,2018,0.5797950688440602
Nvidia,2016,3.802013422818792
Nvidia,2017,6.1647875108412835
Nvidia,2018,5.584650112866817
"
2007,US,fundamental,"From 2016 to 2018, how does the minimum of Cash Ratio for Hubbell Incorporated compare to Cadence Design Systems as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3139,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Hubbell Incorporated,2016,437600000.0,11200000.0,589600000.0
Hubbell Incorporated,2017,375000000.0,14500000.0,706100000.0
Hubbell Incorporated,2018,189000000.0,9200000.0,839300000.0
Cadence Design Systems,2016,465232000.0,3057000.0,585562000.0
Cadence Design Systems,2017,688087000.0,4455000.0,642398000.0
Cadence Design Systems,2018,533298000.0,0.0,708982000.0
","corporate,year,Cash Ratio
Cadence Design Systems,2016,0.7997257335687766
Cadence Design Systems,2017,1.0780575281990292
Cadence Design Systems,2018,0.7522024536589081
Hubbell Incorporated,2016,0.7611940298507462
Hubbell Incorporated,2017,0.5516215833451352
Hubbell Incorporated,2018,0.23614917192898843
"
2008,US,fundamental,"Over 2021-2023, what is the ratio of Tyler Technologies to ConocoPhillips for the average of Cash Ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5366,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Tyler Technologies,2021,309171000.0,52300000.0,829501000.0
Tyler Technologies,2022,173857000.0,37030000.0,889695000.0
Tyler Technologies,2023,165493000.0,10385000.0,1001138000.0
ConocoPhillips,2021,5028000000.0,0.0,12021000000.0
ConocoPhillips,2022,6458000000.0,0.0,12847000000.0
ConocoPhillips,2023,5635000000.0,971000000.0,10005000000.0
","corporate,year,Cash Ratio
ConocoPhillips,2021,0.41826803094584475
ConocoPhillips,2022,0.5026854518564645
ConocoPhillips,2023,0.6602698650674663
Tyler Technologies,2021,0.43576921546809466
Tyler Technologies,2022,0.237032915774507
Tyler Technologies,2023,0.1756780783468413
"
2009,US,fundamental,"Calculate the minimum of Cash Ratio for Take-Two Interactive and Coca-Cola Company (The) separately from 2019 to 2021, and compute the ratio of Take-Two Interactive to Coca-Cola Company (The). According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.37,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Take-Two Interactive,2019,1357664000.0,644003000.0,2038539000.0
Take-Two Interactive,2020,1422884000.0,1308692000.0,2234715000.0
Take-Two Interactive,2021,1732047000.0,820060000.0,2104964000.0
Coca-Cola Company (The),2019,7947000000.0,3228000000.0,26973000000.0
Coca-Cola Company (The),2020,8566000000.0,2348000000.0,14601000000.0
Coca-Cola Company (The),2021,10926000000.0,0.0,19950000000.0
","corporate,year,Cash Ratio
Coca-Cola Company (The),2019,0.4143031920809699
Coca-Cola Company (The),2020,0.7474830491062256
Coca-Cola Company (The),2021,0.5476691729323309
Take-Two Interactive,2019,0.9819125363802214
Take-Two Interactive,2020,1.2223375240243164
Take-Two Interactive,2021,1.212423110323977
"
2010,US,fundamental,"Comparing the minimum of Liability-to-Asset Ratio from 2020 to 2022, what is the ratio of Exelon to Medtronic? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7368,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Exelon,2020,94449000000.0,129317000000.0
Exelon,2021,98218000000.0,133013000000.0
Exelon,2022,70605000000.0,95349000000.0
Medtronic,2020,39817000000.0,90689000000.0
Medtronic,2021,41481000000.0,93083000000.0
Medtronic,2022,38260000000.0,90981000000.0
","corporate,year,Liability-to-Asset Ratio
Exelon,2020,73.03680103930651
Exelon,2021,73.84090276890228
Exelon,2022,74.04901991630746
Medtronic,2020,43.90499399045088
Medtronic,2021,44.563454121590404
Medtronic,2022,42.052736285598094
"
2011,US,fundamental,"What is the ratio of J.B. Hunt to RTX Corporation in terms of the average of Liability-to-Asset Ratio from 2021 to 2025? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9107,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
J.B. Hunt,2021,3676532000.0,6794348000.0
J.B. Hunt,2022,4119814000.0,7786582000.0
J.B. Hunt,2023,4434502000.0,8538260000.0
J.B. Hunt,2024,4297765000.0,8312270000.0
J.B. Hunt,2025,4362070000.0,7927155000.0
RTX Corporation,2021,86705000000.0,161404000000.0
RTX Corporation,2022,84650000000.0,158864000000.0
RTX Corporation,2023,100424000000.0,161869000000.0
RTX Corporation,2024,100903000000.0,162861000000.0
RTX Corporation,2025,103941000000.0,171079000000.0
","corporate,year,Liability-to-Asset Ratio
J.B. Hunt,2021,54.11162336695147
J.B. Hunt,2022,52.90914550183893
J.B. Hunt,2023,51.93683490547254
J.B. Hunt,2024,51.70386669345437
J.B. Hunt,2025,55.02692958570887
RTX Corporation,2021,53.71923868057793
RTX Corporation,2022,53.28457045019639
RTX Corporation,2023,62.0402918409331
RTX Corporation,2024,61.95651506499408
RTX Corporation,2025,60.75614189935644
"
2012,US,fundamental,"From 2016 to 2018, how does the minimum of Liability-to-Asset Ratio for Truist Financial compare to Intuitive Surgical as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.8996,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Truist Financial,2016,189350000000.0,219276000000.0
Truist Financial,2017,191947000000.0,221642000000.0
Truist Financial,2018,195519000000.0,225697000000.0
Intuitive Surgical,2016,709100000.0,6486900000.0
Intuitive Surgical,2017,1031200000.0,5758000000.0
Intuitive Surgical,2018,1159200000.0,7846700000.0
","corporate,year,Liability-to-Asset Ratio
Intuitive Surgical,2016,10.931261465414913
Intuitive Surgical,2017,17.908996179228897
Intuitive Surgical,2018,14.773089324174492
Truist Financial,2016,86.35235958335613
Truist Financial,2017,86.60226852311385
Truist Financial,2018,86.62897601651773
"
2013,US,fundamental,"Over 2021-2025, what is the ratio of Microsoft to Waste Management for the minimum of Liability-to-Asset Ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5895,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Microsoft,2021,191791000000.0,333779000000.0
Microsoft,2022,198298000000.0,364840000000.0
Microsoft,2023,205753000000.0,411976000000.0
Microsoft,2024,243686000000.0,512163000000.0
Microsoft,2025,275524000000.0,619003000000.0
Waste Management,2021,21971000000.0,29097000000.0
Waste Management,2022,24503000000.0,31367000000.0
Waste Management,2023,25927000000.0,32823000000.0
Waste Management,2024,36313000000.0,44567000000.0
Waste Management,2025,35844000000.0,45835000000.0
","corporate,year,Liability-to-Asset Ratio
Microsoft,2021,57.46047534446445
Microsoft,2022,54.35204473193729
Microsoft,2023,49.9429578422044
Microsoft,2024,47.5797744077569
Microsoft,2025,44.5109312878936
Waste Management,2021,75.50950269787263
Waste Management,2022,78.11712946727452
Waste Management,2023,78.99034213813484
Waste Management,2024,81.47957008548926
Waste Management,2025,78.20224719101122
"
2014,US,fundamental,"Calculate the minimum of Liability-to-Asset Ratio for GE Aerospace and Cognizant separately from 2019 to 2023, and compute the ratio of GE Aerospace to Cognizant. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.7808,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
GE Aerospace,2019,236187000000.0,266048000000.0
GE Aerospace,2020,216378000000.0,253452000000.0
GE Aerospace,2021,157262000000.0,198874000000.0
GE Aerospace,2022,150206000000.0,187788000000.0
GE Aerospace,2023,134466000000.0,163045000000.0
Cognizant,2019,5182000000.0,16204000000.0
Cognizant,2020,6087000000.0,16923000000.0
Cognizant,2021,5861000000.0,17852000000.0
Cognizant,2022,5543000000.0,17852000000.0
Cognizant,2023,5256000000.0,18483000000.0
","corporate,year,Liability-to-Asset Ratio
Cognizant,2019,31.979758084423597
Cognizant,2020,35.96879985818117
Cognizant,2021,32.831055343939056
Cognizant,2022,31.049742325789826
Cognizant,2023,28.436942054861227
GE Aerospace,2019,88.7760855184027
GE Aerospace,2020,85.37237820178969
GE Aerospace,2021,79.0761990003721
GE Aerospace,2022,79.98700662449146
GE Aerospace,2023,82.47171026403754
"
2015,US,fundamental,"Comparing the average of Liability-to-Equity Ratio from 2017 to 2021, what is the ratio of Ecolab to Vertex Pharmaceuticals? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7949,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Ecolab,2017,12273700000.0,7688700000.0
Ecolab,2018,12020900000.0,8053600000.0
Ecolab,2019,12143300000.0,8725800000.0
Ecolab,2020,11924500000.0,6201500000.0
Ecolab,2021,13953300000.0,7253100000.0
Vertex Pharmaceuticals,2017,1503708000.0,2042306000.0
Vertex Pharmaceuticals,2018,1810695000.0,4435203000.0
Vertex Pharmaceuticals,2019,2233221000.0,6085244000.0
Vertex Pharmaceuticals,2020,3064993000.0,8686815000.0
Vertex Pharmaceuticals,2021,3332500000.0,10100000000.0
","corporate,year,Liability-to-Equity Ratio
Ecolab,2017,159.63296786192726
Ecolab,2018,149.2611999602662
Ecolab,2019,139.16546333860506
Ecolab,2020,192.28412480851406
Ecolab,2021,192.37705257062498
Vertex Pharmaceuticals,2017,73.62794801562548
Vertex Pharmaceuticals,2018,40.82552703901039
Vertex Pharmaceuticals,2019,36.69895570333745
Vertex Pharmaceuticals,2020,35.28327701234572
Vertex Pharmaceuticals,2021,32.995049504950494
"
2016,US,fundamental,"What is the ratio of Interactive Brokers to Truist Financial in terms of the maximum of Liability-to-Equity Ratio from 2019 to 2023? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1838,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Interactive Brokers,2019,63736000000.0,7940000000.0
Interactive Brokers,2020,86676000000.0,9003000000.0
Interactive Brokers,2021,98891000000.0,10222000000.0
Interactive Brokers,2022,103528000000.0,11615000000.0
Interactive Brokers,2023,114356000000.0,14067000000.0
Truist Financial,2019,406520000000.0,66558000000.0
Truist Financial,2020,438316000000.0,70912000000.0
Truist Financial,2021,471970000000.0,69271000000.0
Truist Financial,2022,494718000000.0,60537000000.0
Truist Financial,2023,476096000000.0,59253000000.0
","corporate,year,Liability-to-Equity Ratio
Interactive Brokers,2019,802.7204030226701
Interactive Brokers,2020,962.7457514161947
Interactive Brokers,2021,967.4329876736451
Interactive Brokers,2022,891.3301764959105
Interactive Brokers,2023,812.9380820359706
Truist Financial,2019,610.7755641695965
Truist Financial,2020,618.1125902527076
Truist Financial,2021,681.3385110652366
Truist Financial,2022,817.2159175380345
Truist Financial,2023,803.4968693568258
"
2017,US,fundamental,"From 2018 to 2022, how does the average of Liability-to-Equity Ratio for Parker Hannifin compare to Cooper Companies (The) as a ratio? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.7445,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Parker Hannifin,2018,9454594000.0,5865493000.0
Parker Hannifin,2019,11608538000.0,5968152000.0
Parker Hannifin,2020,13609660000.0,6128529000.0
Parker Hannifin,2021,11927530000.0,8413670000.0
Parker Hannifin,2022,17084023000.0,8859920000.0
Cooper Companies (The),2018,2805000000.0,3307800000.0
Cooper Companies (The),2019,2645900000.0,3628600000.0
Cooper Companies (The),2020,2912700000.0,3824800000.0
Cooper Companies (The),2021,2664200000.0,6942000000.0
Cooper Companies (The),2022,4317600000.0,7174700000.0
","corporate,year,Liability-to-Equity Ratio
Cooper Companies (The),2018,84.79956466533648
Cooper Companies (The),2019,72.91792978008047
Cooper Companies (The),2020,76.15300146412885
Cooper Companies (The),2021,38.377989052146354
Cooper Companies (The),2022,60.178125914672385
Parker Hannifin,2018,161.1900994511459
Parker Hannifin,2019,194.50808223383052
Parker Hannifin,2020,222.07058170076377
Parker Hannifin,2021,141.76370121480878
Parker Hannifin,2022,192.82367109409566
"
2018,US,fundamental,"Over 2017-2021, what is the ratio of Aon plc to CSX Corporation for the maximum of Liability-to-Equity Ratio? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.9386,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Aon plc,2017,21440000000.0,4648000000.0
Aon plc,2018,22203000000.0,4219000000.0
Aon plc,2019,25956000000.0,3449000000.0
Aon plc,2020,28531000000.0,3583000000.0
Aon plc,2021,30759000000.0,1158000000.0
CSX Corporation,2017,21018000000.0,14721000000.0
CSX Corporation,2018,24149000000.0,12580000000.0
CSX Corporation,2019,26394000000.0,11863000000.0
CSX Corporation,2020,26683000000.0,13110000000.0
CSX Corporation,2021,27031000000.0,13500000000.0
","corporate,year,Liability-to-Equity Ratio
Aon plc,2017,461.2736660929432
Aon plc,2018,526.2621474283005
Aon plc,2019,752.5659611481589
Aon plc,2020,796.28802679319
Aon plc,2021,2656.2176165803107
CSX Corporation,2017,142.77562665579785
CSX Corporation,2018,191.96343402225756
CSX Corporation,2019,222.49009525415158
CSX Corporation,2020,203.53165522501908
CSX Corporation,2021,200.2296296296296
"
2019,US,fundamental,"Calculate the minimum of Liability-to-Equity Ratio for Mid-America Apartment Communities and Block separately from 2021 to 2025, and compute the ratio of Mid-America Apartment Communities to Block. (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1104,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Mid-America Apartment Communities,2021,5101090000.0,6153907000.0
Mid-America Apartment Communities,2022,5030746000.0,6189748000.0
Mid-America Apartment Communities,2023,5185381000.0,6279955000.0
Mid-America Apartment Communities,2024,5664705000.0,6125434000.0
Mid-America Apartment Communities,2025,6135738000.0,5819243000.0
Block,2021,10612175000.0,3313589000.0
Block,2022,14112985000.0,17251355000.0
Block,2023,15377057000.0,18692836000.0
Block,2024,15542633000.0,21234962000.0
Block,2025,17380005000.0,22169882000.0
","corporate,year,Liability-to-Equity Ratio
Block,2021,320.26225944134893
Block,2022,81.80797972101323
Block,2023,82.26176595140512
Block,2024,73.19359931042024
Block,2025,78.39466624134491
Mid-America Apartment Communities,2021,82.8918929064089
Mid-America Apartment Communities,2022,81.27545741765255
Mid-America Apartment Communities,2023,82.57035281303767
Mid-America Apartment Communities,2024,92.4784268347353
Mid-America Apartment Communities,2025,105.43876583260057
"
2020,US,fundamental,"Comparing the maximum of Net Debt to Equity from 2020 to 2024, what is the ratio of Synopsys to Archer Daniels Midland? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.2433,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
Synopsys,2020,27084000.0,100823000.0,73173000.0,462411000.0,1235653000.0,0.0,4912367000.0
Synopsys,2021,74992000.0,25094000.0,79678000.0,487003000.0,1580789000.0,147949000.0,5298943000.0
Synopsys,2022,0.0,20824000.0,54274000.0,581273000.0,1565521000.0,147913000.0,5520526000.0
Synopsys,2023,0.0,18078000.0,85690000.0,584035000.0,1590552000.0,151639000.0,6153258000.0
Synopsys,2024,0.0,15601000.0,94791000.0,574065000.0,4050401000.0,153869000.0,8993206000.0
Archer Daniels Midland,2020,2042000000.0,7885000000.0,261000000.0,863000000.0,5890000000.0,0.0,20022000000.0
Archer Daniels Midland,2021,958000000.0,8011000000.0,277000000.0,765000000.0,8016000000.0,0.0,22508000000.0
Archer Daniels Midland,2022,503000000.0,7735000000.0,292000000.0,816000000.0,9010000000.0,0.0,24317000000.0
Archer Daniels Midland,2023,105000000.0,8259000000.0,300000000.0,931000000.0,7228000000.0,0.0,24145000000.0
Archer Daniels Midland,2024,1903000000.0,7580000000.0,324000000.0,1057000000.0,246000000.0,0.0,22178000000.0
","corporate,year,Net Debt to Equity
Archer Daniels Midland,2020,0.25776645689741284
Archer Daniels Midland,2021,0.08863515194597477
Archer Daniels Midland,2022,0.013817493934284657
Archer Daniels Midland,2023,0.09803271898943881
Archer Daniels Midland,2024,0.47876273784831813
Synopsys,2020,-0.11647378951939055
Synopsys,2021,-0.20041185572292436
Synopsys,2022,-0.19147867431473015
Synopsys,2023,-0.17135442719937957
Synopsys,2024,-0.3913857861145402
"
2021,US,fundamental,"What is the ratio of CVS Health to United Parcel Service in terms of the average of Net Debt to Equity from 2022 to 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8236,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
CVS Health,2022,0.0,50476000000.0,1678000000.0,16800000000.0,12945000000.0,2778000000.0,71315000000.0
CVS Health,2023,200000000.0,58638000000.0,1741000000.0,16034000000.0,8196000000.0,3259000000.0,76636000000.0
CVS Health,2024,2119000000.0,60527000000.0,1751000000.0,14899000000.0,8586000000.0,2407000000.0,75730000000.0
United Parcel Service,2022,0.0,17321000000.0,621000000.0,3238000000.0,5602000000.0,1993000000.0,19803000000.0
United Parcel Service,2023,3348000000.0,18916000000.0,709000000.0,3756000000.0,3206000000.0,2866000000.0,17314000000.0
United Parcel Service,2024,1838000000.0,19446000000.0,733000000.0,3635000000.0,6112000000.0,206000000.0,16743000000.0
","corporate,year,Net Debt to Equity
CVS Health,2022,0.7464208090864475
CVS Health,2023,0.8502270473406754
CVS Health,2024,0.9019279017562393
United Parcel Service,2022,0.6860071706307125
United Parcel Service,2023,1.193080743906665
United Parcel Service,2024,1.1547512393238966
"
2022,US,fundamental,"From 2019 to 2021, how does the maximum of Net Debt to Equity for Moody's Corporation compare to PPG Industries as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.0978,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
Moody's Corporation,2019,0.0,5581000000.0,89000000.0,485000000.0,1832000000.0,98000000.0,831000000.0
Moody's Corporation,2020,0.0,6422000000.0,94000000.0,427000000.0,2597000000.0,99000000.0,1763000000.0
Moody's Corporation,2021,0.0,7413000000.0,105000000.0,455000000.0,1811000000.0,91000000.0,2916000000.0
PPG Industries,2019,513000000.0,4539000000.0,170000000.0,622000000.0,1216000000.0,57000000.0,5403000000.0
PPG Industries,2020,578000000.0,5171000000.0,180000000.0,677000000.0,1826000000.0,96000000.0,5815000000.0
PPG Industries,2021,9000000.0,6572000000.0,192000000.0,693000000.0,1005000000.0,67000000.0,6411000000.0
","corporate,year,Net Debt to Equity
Moody's Corporation,2019,5.084235860409145
Moody's Corporation,2020,2.40896199659671
Moody's Corporation,2021,2.0819615912208507
PPG Industries,2019,0.8460114751064224
PPG Industries,2020,0.8055030094582976
PPG Industries,2021,0.9973483075963189
"
2023,US,fundamental,"Over 2022-2024, what is the ratio of Equinix to Archer Daniels Midland for the minimum of Net Debt to Equity? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",66.4975,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
Equinix,2022,151420000.0,12109539000.0,139538000.0,1272812000.0,1906421000.0,0.0,11505832000.0
Equinix,2023,998580000.0,12062346000.0,130745000.0,1331333000.0,2095712000.0,0.0,12488499000.0
Equinix,2024,1199000000.0,13363000000.0,144000000.0,1331000000.0,3081000000.0,527000000.0,13527000000.0
Archer Daniels Midland,2022,503000000.0,7735000000.0,292000000.0,816000000.0,9010000000.0,0.0,24317000000.0
Archer Daniels Midland,2023,105000000.0,8259000000.0,300000000.0,931000000.0,7228000000.0,0.0,24145000000.0
Archer Daniels Midland,2024,1903000000.0,7580000000.0,324000000.0,1057000000.0,246000000.0,0.0,22178000000.0
","corporate,year,Net Debt to Equity
Archer Daniels Midland,2022,0.013817493934284657
Archer Daniels Midland,2023,0.09803271898943881
Archer Daniels Midland,2024,0.47876273784831813
Equinix,2022,1.022689015448861
Equinix,2023,0.9950989306240886
Equinix,2024,0.9188290086493679
"
2024,US,fundamental,"Calculate the maximum of Net Debt to Equity for Synopsys and IBM separately from 2018 to 2020, and compute the ratio of Synopsys to IBM. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0258,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
Synopsys,2018,343769000.0,125535000.0,0.0,0.0,723115000.0,0.0,3485015000.0
Synopsys,2019,17614000.0,120093000.0,0.0,0.0,728597000.0,0.0,4088876000.0
Synopsys,2020,27084000.0,100823000.0,73173000.0,462411000.0,1235653000.0,0.0,4912367000.0
IBM,2018,10207000000.0,35605000000.0,0.0,0.0,11379000000.0,618000000.0,16929000000.0
IBM,2019,8797000000.0,54102000000.0,1380000000.0,3879000000.0,8172000000.0,696000000.0,20985000000.0
IBM,2020,7183000000.0,54355000000.0,1357000000.0,3574000000.0,13212000000.0,600000000.0,20727000000.0
","corporate,year,Net Debt to Equity
IBM,2018,1.9974599799161203
IBM,2019,2.8253514415058376
IBM,2020,2.5405027259130604
Synopsys,2018,-0.07282924176796944
Synopsys,2019,-0.14451159683003348
Synopsys,2020,-0.11647378951939055
"
2025,US,fundamental,"Comparing the maximum of Interest Coverage Ratio from 2021 to 2023, what is the ratio of Atmos Energy to Equinix? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1926,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Atmos Energy,2021,819299000.0,83554000.0
Atmos Energy,2022,851908000.0,102811000.0
Atmos Energy,2023,999641000.0,137281000.0
Equinix,2021,608952000.0,426439000.0
Equinix,2022,829369000.0,430217000.0
Equinix,2023,1124230000.0,471456000.0
","corporate,year,Interest Coverage Ratio
Atmos Energy,2021,10.80562271106111
Atmos Energy,2022,9.286156150606452
Atmos Energy,2023,8.281714148352648
Equinix,2021,2.427993218256304
Equinix,2022,2.9277922536766328
Equinix,2023,3.3845915631575374
"
2026,US,fundamental,"What is the ratio of Moody's Corporation to Cisco in terms of the minimum of Interest Coverage Ratio from 2021 to 2025? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0817,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Moody's Corporation,2021,2755000000.0,171000000.0
Moody's Corporation,2022,1760000000.0,231000000.0
Moody's Corporation,2023,1935000000.0,251000000.0
Moody's Corporation,2024,2699000000.0,237000000.0
Moody's Corporation,2025,3130000000.0,213000000.0
Cisco,2021,13262000000.0,434000000.0
Cisco,2022,14477000000.0,360000000.0
Cisco,2023,15318000000.0,427000000.0
Cisco,2024,12234000000.0,1006000000.0
Cisco,2025,11100000000.0,1593000000.0
","corporate,year,Interest Coverage Ratio
Cisco,2021,31.557603686635943
Cisco,2022,41.21388888888889
Cisco,2023,36.87353629976581
Cisco,2024,13.1610337972167
Cisco,2025,7.967984934086629
Moody's Corporation,2021,17.11111111111111
Moody's Corporation,2022,8.619047619047619
Moody's Corporation,2023,8.709163346613545
Moody's Corporation,2024,12.388185654008439
Moody's Corporation,2025,15.694835680751174
"
2027,US,fundamental,"From 2021 to 2023, how does the maximum of Interest Coverage Ratio for Hormel Foods compare to U.S. Bancorp as a ratio? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.403,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Hormel Foods,2021,1126170000.0,43307000.0
Hormel Foods,2022,1278103000.0,62515000.0
Hormel Foods,2023,1013472000.0,73402000.0
U.S. Bancorp,2021,10166000000.0,993000000.0
U.S. Bancorp,2022,7301000000.0,3217000000.0
U.S. Bancorp,2023,6865000000.0,12611000000.0
","corporate,year,Interest Coverage Ratio
Hormel Foods,2021,27.00434109959129
Hormel Foods,2022,21.444741262097097
Hormel Foods,2023,14.807144219503556
U.S. Bancorp,2021,11.23766364551863
U.S. Bancorp,2022,3.2695057506994094
U.S. Bancorp,2023,1.544366029656649
"
2028,US,fundamental,"Over 2017-2019, what is the ratio of Kinder Morgan to Lockheed Martin for the maximum of Interest Coverage Ratio? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2235,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Kinder Morgan,2017,2161000000.0,1854000000.0
Kinder Morgan,2018,2506000000.0,1879000000.0
Kinder Morgan,2019,3165000000.0,1860000000.0
Lockheed Martin,2017,5269000000.0,651000000.0
Lockheed Martin,2018,5838000000.0,668000000.0
Lockheed Martin,2019,7241000000.0,653000000.0
","corporate,year,Interest Coverage Ratio
Kinder Morgan,2017,2.1655879180151025
Kinder Morgan,2018,2.3336881319850984
Kinder Morgan,2019,2.7016129032258065
Lockheed Martin,2017,9.093701996927804
Lockheed Martin,2018,9.739520958083832
Lockheed Martin,2019,12.088820826952526
"
2029,US,fundamental,"Calculate the maximum of Interest Coverage Ratio for McCormick & Company and Wells Fargo separately from 2019 to 2021, and compute the ratio of McCormick & Company to Wells Fargo. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.904,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
McCormick & Company,2019,819200000.0,165200000.0
McCormick & Company,2020,881500000.0,135600000.0
McCormick & Company,2021,895800000.0,136600000.0
Wells Fargo,2019,24198000000.0,18852000000.0
Wells Fargo,2020,581000000.0,7963000000.0
Wells Fargo,2021,28816000000.0,3915000000.0
","corporate,year,Interest Coverage Ratio
McCormick & Company,2019,5.958837772397095
McCormick & Company,2020,7.5007374631268435
McCormick & Company,2021,7.55783308931186
Wells Fargo,2019,2.2835773392743475
Wells Fargo,2020,1.0729624513374356
Wells Fargo,2021,8.360408684546616
"
2030,US,fundamental,"Comparing the minimum of Net Debt to EBITDA from 2018 to 2022, what is the ratio of Tyler Technologies to PPG Industries? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.5398,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Tyler Technologies,2018,0.0,0.0,0.0,0.0,134279000.0,44306000.0,155870000.0,0.0,61759000.0,0.0
Tyler Technologies,2019,0.0,0.0,6387000.0,16822000.0,232682000.0,39399000.0,159838000.0,0.0,76672000.0,0.0
Tyler Technologies,2020,0.0,0.0,5904000.0,16279000.0,603623000.0,72187000.0,175042000.0,0.0,81657000.0,0.0
Tyler Technologies,2021,30000000.0,718511000.0,10560000.0,36336000.0,309171000.0,52300000.0,158981000.0,0.0,135624000.0,0.0
Tyler Technologies,2022,30000000.0,362905000.0,10736000.0,48049000.0,173857000.0,37030000.0,187593000.0,21256000.0,159072000.0,0.0
PPG Industries,2018,651000000.0,4365000000.0,0.0,0.0,902000000.0,61000000.0,1693000000.0,118000000.0,497000000.0,143000000.0
PPG Industries,2019,513000000.0,4539000000.0,170000000.0,622000000.0,1216000000.0,57000000.0,1661000000.0,132000000.0,511000000.0,136000000.0
PPG Industries,2020,578000000.0,5171000000.0,180000000.0,677000000.0,1826000000.0,96000000.0,1362000000.0,138000000.0,509000000.0,138000000.0
PPG Industries,2021,9000000.0,6572000000.0,192000000.0,693000000.0,1005000000.0,67000000.0,1815000000.0,121000000.0,561000000.0,172000000.0
PPG Industries,2022,313000000.0,6503000000.0,183000000.0,636000000.0,1099000000.0,55000000.0,1381000000.0,167000000.0,554000000.0,166000000.0
","corporate,year,Net Debt to EBITDA
PPG Industries,2018,1.653610771113831
PPG Industries,2019,1.873360655737705
PPG Industries,2020,2.181648812296227
PPG Industries,2021,2.395653802922443
PPG Industries,2022,2.857583774250441
Tyler Technologies,2018,-0.8205937627797766
Tyler Technologies,2019,-1.0522684030273561
Tyler Technologies,2020,-2.546277936415802
Tyler Technologies,2021,1.4729417355442032
Tyler Technologies,2022,0.6544964815816439
"
2031,US,fundamental,"What is the ratio of 3M to Bio-Techne in terms of the minimum of Net Debt to EBITDA from 2018 to 2022? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.3558,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
3M,2018,1211000000.0,13411000000.0,0.0,0.0,2853000000.0,380000000.0,7000000000.0,0.0,1488000000.0
3M,2019,0.0,17518000000.0,247000000.0,607000000.0,0.0,98000000.0,5712000000.0,0.0,1593000000.0
3M,2020,0.0,17989000000.0,256000000.0,609000000.0,0.0,404000000.0,6711000000.0,0.0,1911000000.0
3M,2021,1307000000.0,16056000000.0,263000000.0,591000000.0,201000000.0,0.0,7204000000.0,0.0,1915000000.0
3M,2022,1938000000.0,14001000000.0,261000000.0,580000000.0,238000000.0,0.0,6392000000.0,0.0,1831000000.0
Bio-Techne,2018,0.0,339000000.0,0.0,0.0,121990000.0,0.0,125952000.0,10188000.0,64463000.0
Bio-Techne,2019,0.0,492660000.0,0.0,0.0,100886000.0,0.0,112015000.0,21705000.0,78171000.0
Bio-Techne,2020,0.0,344243000.0,9535000.0,67248000.0,146625000.0,0.0,276477000.0,19197000.0,82737000.0
Bio-Techne,2021,0.0,328827000.0,11602000.0,67625000.0,199091000.0,0.0,148175000.0,13952000.0,87747000.0
Bio-Techne,2022,0.0,243410000.0,11928000.0,58133000.0,172567000.0,74462000.0,301386000.0,11309000.0,101069000.0
","corporate,year,Net Debt to EBITDA
3M,2018,1.3417766258246937
3M,2019,2.501574264202601
3M,2020,2.139874739039666
3M,2021,1.9756552253536572
3M,2022,2.0116745713243342
Bio-Techne,2018,1.0817884079500306
Bio-Techne,2019,1.8489412009004629
Bio-Techne,2020,0.725140125419187
Bio-Techne,2021,0.8362734818348447
Bio-Techne,2022,0.16057946075540647
"
2032,US,fundamental,"From 2023 to 2025, how does the minimum of Net Debt to EBITDA for Verizon compare to PPG Industries as a ratio? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6065,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Verizon,2023,0.0,137701000000.0,4266000000.0,20002000000.0,2065000000.0,0.0,16987000000.0,5524000000.0,17624000000.0,0.0
Verizon,2024,0.0,121381000000.0,4415000000.0,19928000000.0,4194000000.0,0.0,22979000000.0,6649000000.0,17892000000.0,0.0
Verizon,2025,0.0,139532000000.0,4542000000.0,18951000000.0,19048000000.0,0.0,22672000000.0,6694000000.0,18349000000.0,0.0
PPG Industries,2023,306000000.0,5748000000.0,194000000.0,622000000.0,1514000000.0,75000000.0,1748000000.0,247000000.0,558000000.0,167000000.0
PPG Industries,2024,939000000.0,4876000000.0,126000000.0,454000000.0,1270000000.0,88000000.0,1852000000.0,241000000.0,492000000.0,132000000.0
PPG Industries,2025,706000000.0,6602000000.0,138000000.0,450000000.0,2163000000.0,56000000.0,2045000000.0,241000000.0,528000000.0,125000000.0
","corporate,year,Net Debt to EBITDA
PPG Industries,2023,1.941544117647059
PPG Industries,2024,1.853882959146117
PPG Industries,2025,1.9316093909493024
Verizon,2023,3.984153481998256
Verizon,2024,2.9783249158249157
Verizon,2025,3.017436864717594
"
2033,US,fundamental,"Over 2019-2021, what is the ratio of CVS Health to Bio-Techne for the minimum of Net Debt to EBITDA? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.688,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
CVS Health,2019,0.0,64699000000.0,1596000000.0,18926000000.0,5683000000.0,2373000000.0,8997000000.0,3035000000.0,4371000000.0
CVS Health,2020,0.0,59207000000.0,1638000000.0,18757000000.0,7854000000.0,3000000000.0,9770000000.0,2907000000.0,4441000000.0
CVS Health,2021,0.0,51971000000.0,1646000000.0,18177000000.0,9408000000.0,3117000000.0,10420000000.0,2503000000.0,4512000000.0
Bio-Techne,2019,0.0,492660000.0,0.0,0.0,100886000.0,0.0,112015000.0,21705000.0,78171000.0
Bio-Techne,2020,0.0,344243000.0,9535000.0,67248000.0,146625000.0,0.0,276477000.0,19197000.0,82737000.0
Bio-Techne,2021,0.0,328827000.0,11602000.0,67625000.0,199091000.0,0.0,148175000.0,13952000.0,87747000.0
","corporate,year,Net Debt to EBITDA
Bio-Techne,2019,1.8489412009004629
Bio-Techne,2020,0.725140125419187
Bio-Techne,2021,0.8362734818348447
CVS Health,2019,4.70432238005243
CVS Health,2020,4.016123378899404
CVS Health,2021,3.3994264410668196
"
2034,US,fundamental,"Calculate the minimum of Net Debt to EBITDA for Salesforce and CVS Health separately from 2019 to 2023, and compute the ratio of Salesforce to CVS Health. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.3039,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Salesforce,2019,0.0,2673000000.0,750000000.0,2445000000.0,4145000000.0,3802000000.0,706000000.0,106000000.0,2135000000.0
Salesforce,2020,0.0,2673000000.0,766000000.0,2842000000.0,6195000000.0,5771000000.0,2561000000.0,96000000.0,2846000000.0
Salesforce,2021,0.0,10592000000.0,686000000.0,2703000000.0,5464000000.0,5073000000.0,1532000000.0,187000000.0,3298000000.0
Salesforce,2022,1182000000.0,9419000000.0,590000000.0,2897000000.0,7016000000.0,5492000000.0,660000000.0,275000000.0,3786000000.0
Salesforce,2023,999000000.0,8427000000.0,518000000.0,2644000000.0,8472000000.0,5722000000.0,4950000000.0,254000000.0,3959000000.0
CVS Health,2019,0.0,64699000000.0,1596000000.0,18926000000.0,5683000000.0,2373000000.0,8997000000.0,3035000000.0,4371000000.0
CVS Health,2020,0.0,59207000000.0,1638000000.0,18757000000.0,7854000000.0,3000000000.0,9770000000.0,2907000000.0,4441000000.0
CVS Health,2021,0.0,51971000000.0,1646000000.0,18177000000.0,9408000000.0,3117000000.0,10420000000.0,2503000000.0,4512000000.0
CVS Health,2022,0.0,50476000000.0,1678000000.0,16800000000.0,12945000000.0,2778000000.0,5628000000.0,2287000000.0,4247000000.0
CVS Health,2023,200000000.0,58638000000.0,1741000000.0,16034000000.0,8196000000.0,3259000000.0,11173000000.0,2658000000.0,4366000000.0
","corporate,year,Net Debt to EBITDA
CVS Health,2019,4.70432238005243
CVS Health,2020,4.016123378899404
CVS Health,2021,3.3994264410668196
CVS Health,2022,4.376829468837363
CVS Health,2023,3.580700115403638
Salesforce,2019,-0.7054631828978623
Salesforce,2020,-1.0330728693439941
Salesforce,2021,0.6864660155471397
Salesforce,2022,0.33467485702181743
Salesforce,2023,-0.1752701080432173
"
2035,US,fundamental,"Comparing the maximum of Revenue Growth from 2020 to 2022, what is the ratio of Franklin Resources to Gartner? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2773,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Franklin Resources,2019,5669400000.0
Franklin Resources,2020,5566500000.0
Franklin Resources,2021,8425500000.0
Franklin Resources,2022,8275300000.0
Gartner,2019,4245321000.0
Gartner,2020,4099403000.0
Gartner,2021,4733962000.0
Gartner,2022,5475846000.0
","corporate,year,Revenue Growth
Franklin Resources,2020,-1.8150068790348184
Franklin Resources,2021,51.36081918620318
Franklin Resources,2022,-1.7826835202658597
Gartner,2020,-3.437148804530918
Gartner,2021,15.479302717981131
Gartner,2022,15.671524190519484
"
2036,US,fundamental,"What is the ratio of Hilton Worldwide to Baxter International in terms of the maximum of Revenue Growth from 2020 to 2022? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.8308,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Hilton Worldwide,2019,9452000000.0
Hilton Worldwide,2020,4307000000.0
Hilton Worldwide,2021,5788000000.0
Hilton Worldwide,2022,8773000000.0
Baxter International,2019,11362000000.0
Baxter International,2020,11673000000.0
Baxter International,2021,12784000000.0
Baxter International,2022,15113000000.0
","corporate,year,Revenue Growth
Baxter International,2020,2.737194155958458
Baxter International,2021,9.517690396641823
Baxter International,2022,18.21808510638298
Hilton Worldwide,2020,-54.43292424883622
Hilton Worldwide,2021,34.38588344555375
Hilton Worldwide,2022,51.57221838286109
"
2037,US,fundamental,"From 2018 to 2022, how does the average of Revenue Growth for Hubbell Incorporated compare to McKesson Corporation as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1542,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Hubbell Incorporated,2017,3668800000.0
Hubbell Incorporated,2018,4481700000.0
Hubbell Incorporated,2019,4591000000.0
Hubbell Incorporated,2020,4186000000.0
Hubbell Incorporated,2021,4194100000.0
Hubbell Incorporated,2022,4947900000.0
McKesson Corporation,2017,208357000000.0
McKesson Corporation,2018,214319000000.0
McKesson Corporation,2019,231051000000.0
McKesson Corporation,2020,238228000000.0
McKesson Corporation,2021,263966000000.0
McKesson Corporation,2022,276711000000.0
","corporate,year,Revenue Growth
Hubbell Incorporated,2018,22.157108591365024
Hubbell Incorporated,2019,2.4388067028136646
Hubbell Incorporated,2020,-8.821607492920933
Hubbell Incorporated,2021,0.19350215002388915
Hubbell Incorporated,2022,17.972866646002718
McKesson Corporation,2018,2.8614349409907036
McKesson Corporation,2019,7.807053970949846
McKesson Corporation,2020,3.1062406135441956
McKesson Corporation,2021,10.803935725439494
McKesson Corporation,2022,4.828273338232955
"
2038,US,fundamental,"Over 2017-2021, what is the ratio of Microsoft to Newmont for the maximum of Revenue Growth? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6617,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Microsoft,2016,85320000000.0
Microsoft,2017,89950000000.0
Microsoft,2018,110360000000.0
Microsoft,2019,125843000000.0
Microsoft,2020,143015000000.0
Microsoft,2021,168088000000.0
Newmont,2016,6711000000.0
Newmont,2017,7348000000.0
Newmont,2018,7253000000.0
Newmont,2019,9740000000.0
Newmont,2020,11497000000.0
Newmont,2021,12222000000.0
","corporate,year,Revenue Growth
Microsoft,2017,5.426629160806376
Microsoft,2018,22.690383546414676
Microsoft,2019,14.02953968829286
Microsoft,2020,13.645574247276368
Microsoft,2021,17.531727441177498
Newmont,2017,9.491879004619282
Newmont,2018,-1.2928688078388677
Newmont,2019,34.289259616710325
Newmont,2020,18.039014373716633
Newmont,2021,6.305992867704618
"
2039,US,fundamental,"Calculate the average of Revenue Growth for Raymond James Financial and Baker Hughes separately from 2020 to 2024, and compute the ratio of Raymond James Financial to Baker Hughes. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6226,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Raymond James Financial,2019,9105000000.0
Raymond James Financial,2020,9401000000.0
Raymond James Financial,2021,12060000000.0
Raymond James Financial,2022,12922000000.0
Raymond James Financial,2023,12123000000.0
Raymond James Financial,2024,14140000000.0
Baker Hughes,2019,23838000000.0
Baker Hughes,2020,20705000000.0
Baker Hughes,2021,20502000000.0
Baker Hughes,2022,21156000000.0
Baker Hughes,2023,25506000000.0
Baker Hughes,2024,27829000000.0
","corporate,year,Revenue Growth
Baker Hughes,2020,-13.142881114187432
Baker Hughes,2021,-0.9804395073653707
Baker Hughes,2022,3.189932689493708
Baker Hughes,2023,20.561542824730573
Baker Hughes,2024,9.107660942523328
Raymond James Financial,2020,3.2509610104338273
Raymond James Financial,2021,28.284225082438034
Raymond James Financial,2022,7.14759535655058
Raymond James Financial,2023,-6.183253366351958
Raymond James Financial,2024,16.63779592510105
"
2040,US,fundamental,"Comparing the maximum of EBITDA Growth from 2017 to 2019, what is the ratio of NextEra Energy to Universal Health Services? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.0908,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
NextEra Energy,2016,4388000000.0,1193000000.0,3077000000.0
NextEra Energy,2017,4667000000.0,1184000000.0,2357000000.0
NextEra Energy,2018,7352000000.0,1209000000.0,3911000000.0
NextEra Energy,2019,3836000000.0,1799000000.0,4216000000.0
Universal Health Services,2016,1156358000.0,125053000.0,416608000.0
Universal Health Services,2017,1135009000.0,145169000.0,447765000.0
Universal Health Services,2018,1034525000.0,154956000.0,453045000.0
Universal Health Services,2019,1066337000.0,162733000.0,490392000.0
","corporate,year,EBITDA Growth
NextEra Energy,2017,-5.197505197505198
NextEra Energy,2018,51.94931773879142
NextEra Energy,2019,-21.015073765234124
Universal Health Services,2017,1.7622888789819195
Universal Health Services,2018,-4.943276485393326
Universal Health Services,2019,4.684005002051718
"
2041,US,fundamental,"What is the ratio of UnitedHealth Group to Target Corporation in terms of the average of EBITDA Growth from 2022 to 2024? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.8316,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
UnitedHealth Group,2021,22310000000.0,1660000000.0,3103000000.0
UnitedHealth Group,2022,26343000000.0,2092000000.0,3400000000.0
UnitedHealth Group,2023,29112000000.0,3246000000.0,3972000000.0
UnitedHealth Group,2024,20071000000.0,3906000000.0,4099000000.0
Target Corporation,2021,8907000000.0,414000000.0,2642000000.0
Target Corporation,2022,3418000000.0,449000000.0,2700000000.0
Target Corporation,2023,5297000000.0,605000000.0,2801000000.0
Target Corporation,2024,5261000000.0,615000000.0,2981000000.0
","corporate,year,EBITDA Growth
Target Corporation,2022,-45.105742706678924
Target Corporation,2023,32.5262677021471
Target Corporation,2024,1.7695047684706422
UnitedHealth Group,2022,17.58948029401987
UnitedHealth Group,2023,14.11967959792681
UnitedHealth Group,2024,-22.719515551885493
"
2042,US,fundamental,"From 2020 to 2022, how does the minimum of EBITDA Growth for Bio-Techne compare to Parker Hannifin as a ratio? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4682,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Bio-Techne,2019,112015000.0,21705000.0,78171000.0
Bio-Techne,2020,276477000.0,19197000.0,82737000.0
Bio-Techne,2021,148175000.0,13952000.0,87747000.0
Bio-Techne,2022,301386000.0,11309000.0,101069000.0
Parker Hannifin,2019,1933425000.0,190138000.0,225675000.0
Parker Hannifin,2020,1512627000.0,308161000.0,252899000.0
Parker Hannifin,2021,2246957000.0,250036000.0,269943000.0
Parker Hannifin,2022,1614226000.0,255252000.0,257314000.0
","corporate,year,EBITDA Growth
Bio-Techne,2020,78.5875756874997
Bio-Techne,2021,-33.96756436784343
Bio-Techne,2022,65.58905688466987
Parker Hannifin,2020,-11.729377781220975
Parker Hannifin,2021,33.430744369810874
Parker Hannifin,2022,-23.135482714453822
"
2043,US,fundamental,"Over 2023-2025, what is the ratio of Universal Health Services to NXP Semiconductors for the average of EBITDA Growth? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.5006,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Universal Health Services,2022,866260000.0,126889000.0,581861000.0
Universal Health Services,2023,940426000.0,206674000.0,568041000.0
Universal Health Services,2024,1497936000.0,186109000.0,584831000.0
Universal Health Services,2025,1972141000.0,156068000.0,618743000.0
NXP Semiconductors,2022,3363000000.0,323000000.0,1250000000.0
NXP Semiconductors,2023,3352000000.0,261000000.0,1106000000.0
NXP Semiconductors,2024,3099000000.0,243000000.0,925000000.0
NXP Semiconductors,2025,2663000000.0,306000000.0,832000000.0
","corporate,year,EBITDA Growth
NXP Semiconductors,2023,-4.396272285251215
NXP Semiconductors,2024,-9.578300487391395
NXP Semiconductors,2025,-10.921021795172251
Universal Health Services,2023,8.897149859365973
Universal Health Services,2024,32.28510075847992
Universal Health Services,2025,21.071050158757025
"
2044,US,fundamental,"Calculate the maximum of EBITDA Growth for KLA Corporation and West Pharmaceutical Services separately from 2018 to 2022, and compute the ratio of KLA Corporation to West Pharmaceutical Services. (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8035,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
KLA Corporation,2017,1173246000.0,122476000.0,57836000.0
KLA Corporation,2018,1455931000.0,114376000.0,62684000.0
KLA Corporation,2019,1296231000.0,124604000.0,233224000.0
KLA Corporation,2020,1316711000.0,160274000.0,348049000.0
KLA Corporation,2021,2360454000.0,157328000.0,333335000.0
KLA Corporation,2022,3489237000.0,160339000.0,363344000.0
West Pharmaceutical Services,2017,222400000.0,7800000.0,94300000.0
West Pharmaceutical Services,2018,240700000.0,8400000.0,101700000.0
West Pharmaceutical Services,2019,291800000.0,8500000.0,100000000.0
West Pharmaceutical Services,2020,401300000.0,8200000.0,104700000.0
West Pharmaceutical Services,2021,748900000.0,8200000.0,116900000.0
West Pharmaceutical Services,2022,679900000.0,7900000.0,116900000.0
","corporate,year,EBITDA Growth
KLA Corporation,2018,20.644331458275154
KLA Corporation,2019,1.290147955500061
KLA Corporation,2020,10.336692947470436
KLA Corporation,2021,56.222678591193365
KLA Corporation,2022,40.74904677710525
West Pharmaceutical Services,2018,8.10477657935285
West Pharmaceutical Services,2019,14.11060433295325
West Pharmaceutical Services,2020,28.453659755183615
West Pharmaceutical Services,2021,69.97277323998445
West Pharmaceutical Services,2022,-7.929061784897025
"
2045,US,fundamental,"Comparing the maximum of Net Income Growth from 2019 to 2021, what is the ratio of Prologis to Keurig Dr Pepper? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8631,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Prologis,2018,1649361000.0
Prologis,2019,1572959000.0
Prologis,2020,1481814000.0
Prologis,2021,2939723000.0
Keurig Dr Pepper,2018,586000000.0
Keurig Dr Pepper,2019,1254000000.0
Keurig Dr Pepper,2020,1325000000.0
Keurig Dr Pepper,2021,2146000000.0
","corporate,year,Net Income Growth
Keurig Dr Pepper,2019,113.99317406143345
Keurig Dr Pepper,2020,5.6618819776714515
Keurig Dr Pepper,2021,61.96226415094339
Prologis,2019,-4.632218174189883
Prologis,2020,-5.794493054173695
Prologis,2021,98.38677458844363
"
2046,US,fundamental,"What is the ratio of Ares Management to Marathon Petroleum in terms of the maximum of Net Income Growth from 2017 to 2019? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8376,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Ares Management,2016,111808000.0
Ares Management,2017,76178000.0
Ares Management,2018,57020000.0
Ares Management,2019,148884000.0
Marathon Petroleum,2016,1174000000.0
Marathon Petroleum,2017,3432000000.0
Marathon Petroleum,2018,2780000000.0
Marathon Petroleum,2019,2637000000.0
","corporate,year,Net Income Growth
Ares Management,2017,-31.867129364625075
Ares Management,2018,-25.148993147627923
Ares Management,2019,161.10838302350052
Marathon Petroleum,2017,192.33390119250427
Marathon Petroleum,2018,-18.997668997669
Marathon Petroleum,2019,-5.143884892086331
"
2047,US,fundamental,"From 2021 to 2023, how does the minimum of Net Income Growth for UDR compare to Global Payments as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4755,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
UDR,2020,64266000.0
UDR,2021,150016000.0
UDR,2022,86924000.0
UDR,2023,444353000.0
Global Payments,2020,584520000.0
Global Payments,2021,965460000.0
Global Payments,2022,111493000.0
Global Payments,2023,986233000.0
","corporate,year,Net Income Growth
Global Payments,2021,65.1714227058099
Global Payments,2022,-88.45182607254573
Global Payments,2023,784.5694348524122
UDR,2021,133.42980736314692
UDR,2022,-42.056847269624576
UDR,2023,411.19713772951087
"
2048,US,fundamental,"Over 2023-2025, what is the ratio of Ameren to Lockheed Martin for the minimum of Net Income Growth? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1214,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Ameren,2022,1075000000.0
Ameren,2023,1152000000.0
Ameren,2024,1184000000.0
Ameren,2025,1487000000.0
Lockheed Martin,2022,5732000000.0
Lockheed Martin,2023,6920000000.0
Lockheed Martin,2024,5336000000.0
Lockheed Martin,2025,5017000000.0
","corporate,year,Net Income Growth
Ameren,2023,7.162790697674419
Ameren,2024,2.7777777777777777
Ameren,2025,25.591216216216218
Lockheed Martin,2023,20.725750174459176
Lockheed Martin,2024,-22.890173410404625
Lockheed Martin,2025,-5.978260869565218
"
2049,US,fundamental,"Calculate the minimum of Net Income Growth for Home Depot (The) and Stryker Corporation separately from 2021 to 2023, and compute the ratio of Home Depot (The) to Stryker Corporation. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6283,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Home Depot (The),2020,12866000000.0
Home Depot (The),2021,16433000000.0
Home Depot (The),2022,17105000000.0
Home Depot (The),2023,15143000000.0
Stryker Corporation,2020,1599000000.0
Stryker Corporation,2021,1994000000.0
Stryker Corporation,2022,2358000000.0
Stryker Corporation,2023,3165000000.0
","corporate,year,Net Income Growth
Home Depot (The),2021,27.724234416291
Home Depot (The),2022,4.089332440820301
Home Depot (The),2023,-11.470330312774042
Stryker Corporation,2021,24.702939337085677
Stryker Corporation,2022,18.254764292878637
Stryker Corporation,2023,34.223918575063614
"
2050,US,fundamental,"Comparing the maximum of EPS Growth from 2021 to 2023, what is the ratio of Republic Services to Wabtec? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9276,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Republic Services,2020,967237000.0,319282000.0
Republic Services,2021,1290405000.0,318811000.0
Republic Services,2022,1487586000.0,316530000.0
Republic Services,2023,1730985000.0,316182000.0
Wabtec,2020,414400000.0,189900000.0
Wabtec,2021,558000000.0,187700000.0
Wabtec,2022,633000000.0,182200000.0
Wabtec,2023,815000000.0,178800000.0
","corporate,year,EPS Growth
Republic Services,2021,33.60855698454826
Republic Services,2022,16.111294000090147
Republic Services,2023,16.490083755465108
Wabtec,2021,36.23074897715282
Wabtec,2022,16.865255007495012
Wabtec,2023,31.200278493449403
"
2051,US,fundamental,"What is the ratio of Agilent Technologies to Cencora in terms of the maximum of EPS Growth from 2023 to 2025? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.935,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Agilent Technologies,2022,1254000000.0,299000000.0
Agilent Technologies,2023,1240000000.0,294000000.0
Agilent Technologies,2024,1289000000.0,290000000.0
Agilent Technologies,2025,1303000000.0,284000000.0
Cencora,2022,1698820000.0,208472000.0
Cencora,2023,1745293000.0,202511000.0
Cencora,2024,1509120000.0,198503000.0
Cencora,2025,1554169000.0,193820000.0
","corporate,year,EPS Growth
Agilent Technologies,2023,0.5652659787998117
Agilent Technologies,2024,5.385428253615119
Agilent Technologies,2025,3.2217353773533493
Cencora,2023,5.759672244509511
Cencora,2024,-11.786110467976412
Cencora,2025,5.4734016638815985
"
2052,US,fundamental,"From 2019 to 2023, how does the average of EPS Growth for IQVIA compare to American Express as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5596,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
IQVIA,2018,259000000.0,203700000.0
IQVIA,2019,191000000.0,195100000.0
IQVIA,2020,279000000.0,191300000.0
IQVIA,2021,966000000.0,191400000.0
IQVIA,2022,1091000000.0,187600000.0
IQVIA,2023,1358000000.0,183800000.0
American Express,2018,6921000000.0,856000000.0
American Express,2019,6759000000.0,828000000.0
American Express,2020,3135000000.0,805000000.0
American Express,2021,8060000000.0,789000000.0
American Express,2022,7514000000.0,751000000.0
American Express,2023,8374000000.0,735000000.0
","corporate,year,EPS Growth
American Express,2019,0.9617861203771757
American Express,2020,-52.29218185276774
American Express,2021,162.31092190667937
American Express,2022,-2.057042223272194
American Express,2023,13.871322284569935
IQVIA,2019,-23.004142020031306
IQVIA,2020,48.9749112575024
IQVIA,2021,246.0556622959293
IQVIA,2022,15.227654981525381
IQVIA,2023,27.046395027472762
"
2053,US,fundamental,"Over 2023-2025, what is the ratio of Arista Networks to Coca-Cola Company (The) for the minimum of EPS Growth? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",146.7032,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Arista Networks,2022,1352446000.0,306473000.0
Arista Networks,2023,2087321000.0,309354000.0
Arista Networks,2024,2852054000.0,1256303000.0
Arista Networks,2025,3511400000.0,1258000000.0
Coca-Cola Company (The),2022,9542000000.0,4328000000.0
Coca-Cola Company (The),2023,10714000000.0,4323000000.0
Coca-Cola Company (The),2024,10631000000.0,4309000000.0
Coca-Cola Company (The),2025,13107000000.0,4303000000.0
","corporate,year,EPS Growth
Arista Networks,2023,52.89940394322451
Arista Networks,2024,-66.35427889588672
Arista Networks,2025,22.952203521839024
Coca-Cola Company (The),2023,12.41240680681578
Coca-Cola Company (The),2024,-0.4523029254942758
Coca-Cola Company (The),2025,23.462290343818204
"
2054,US,fundamental,"Calculate the maximum of EPS Growth for Skyworks Solutions and Lilly (Eli) separately from 2019 to 2021, and compute the ratio of Skyworks Solutions to Lilly (Eli). (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4756,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Skyworks Solutions,2018,918400000.0,181300000.0
Skyworks Solutions,2019,853600000.0,173500000.0
Skyworks Solutions,2020,814800000.0,168500000.0
Skyworks Solutions,2021,1498300000.0,165200000.0
Lilly (Eli),2018,3232000000.0,1027721000.0
Lilly (Eli),2019,8318400000.0,931059000.0
Lilly (Eli),2020,6193700000.0,907634000.0
Lilly (Eli),2021,5581700000.0,906963000.0
","corporate,year,EPS Growth
Lilly (Eli),2019,184.09688785236028
Lilly (Eli),2020,-23.620499806252635
Lilly (Eli),2021,-9.814335232017985
Skyworks Solutions,2019,-2.877275602727199
Skyworks Solutions,2020,-1.7129754518478642
Skyworks Solutions,2021,87.55887598792795
"
2055,US,fundamental,"Comparing the maximum of Free Cash Flow from 2021 to 2025, what is the ratio of Las Vegas Sands to Omnicom Group? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7926,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Las Vegas Sands,2021,-243000000.0,828000000.0
Las Vegas Sands,2022,-944000000.0,651000000.0
Las Vegas Sands,2023,3227000000.0,1017000000.0
Las Vegas Sands,2024,3204000000.0,1567000000.0
Las Vegas Sands,2025,3023000000.0,1168000000.0
Omnicom Group,2021,1945400000.0,665800000.0
Omnicom Group,2022,926500000.0,78200000.0
Omnicom Group,2023,1421900000.0,78400000.0
Omnicom Group,2024,1733500000.0,140600000.0
Omnicom Group,2025,2938200000.0,149800000.0
","corporate,year,Free Cash Flow
Las Vegas Sands,2021,-1071000000.0
Las Vegas Sands,2022,-1595000000.0
Las Vegas Sands,2023,2210000000.0
Las Vegas Sands,2024,1637000000.0
Las Vegas Sands,2025,1855000000.0
Omnicom Group,2021,1279600000.0
Omnicom Group,2022,848300000.0
Omnicom Group,2023,1343500000.0
Omnicom Group,2024,1592900000.0
Omnicom Group,2025,2788400000.0
"
2056,US,fundamental,"What is the ratio of Iron Mountain to Procter & Gamble in terms of the minimum of Free Cash Flow from 2020 to 2022? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0039,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Iron Mountain,2020,987657000.0,438263000.0
Iron Mountain,2021,758902000.0,611082000.0
Iron Mountain,2022,927695000.0,875378000.0
Procter & Gamble,2020,17403000000.0,3073000000.0
Procter & Gamble,2021,18371000000.0,2787000000.0
Procter & Gamble,2022,16723000000.0,3156000000.0
","corporate,year,Free Cash Flow
Iron Mountain,2020,549394000.0
Iron Mountain,2021,147820000.0
Iron Mountain,2022,52317000.0
Procter & Gamble,2020,14330000000.0
Procter & Gamble,2021,15584000000.0
Procter & Gamble,2022,13567000000.0
"
2057,US,fundamental,"From 2018 to 2022, how does the minimum of Free Cash Flow for DaVita compare to Seagate Technology as a ratio? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6955,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
DaVita,2018,1771640000.0,987138000.0
DaVita,2019,2072355000.0,766546000.0
DaVita,2020,1979028000.0,674541000.0
DaVita,2021,1930876000.0,641465000.0
DaVita,2022,1564570000.0,603429000.0
Seagate Technology,2018,2113000000.0,366000000.0
Seagate Technology,2019,1761000000.0,602000000.0
Seagate Technology,2020,1714000000.0,585000000.0
Seagate Technology,2021,1626000000.0,498000000.0
Seagate Technology,2022,1657000000.0,381000000.0
","corporate,year,Free Cash Flow
DaVita,2018,784502000.0
DaVita,2019,1305809000.0
DaVita,2020,1304487000.0
DaVita,2021,1289411000.0
DaVita,2022,961141000.0
Seagate Technology,2018,1747000000.0
Seagate Technology,2019,1159000000.0
Seagate Technology,2020,1129000000.0
Seagate Technology,2021,1128000000.0
Seagate Technology,2022,1276000000.0
"
2058,US,fundamental,"Over 2021-2023, what is the ratio of Baxter International to Marsh McLennan for the CAGR of Free Cash Flow? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.47,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Baxter International,2021,2222000000.0,743000000.0
Baxter International,2022,1211000000.0,679000000.0
Baxter International,2023,1726000000.0,692000000.0
Marsh McLennan,2021,3516000000.0,406000000.0
Marsh McLennan,2022,3465000000.0,470000000.0
Marsh McLennan,2023,4258000000.0,416000000.0
","corporate,year,Free Cash Flow
Baxter International,2021,1479000000.0
Baxter International,2022,532000000.0
Baxter International,2023,1034000000.0
Marsh McLennan,2021,3110000000.0
Marsh McLennan,2022,2995000000.0
Marsh McLennan,2023,3842000000.0
"
2059,US,fundamental,"Calculate the CAGR of Free Cash Flow for General Dynamics and Xylem Inc. separately from 2016 to 2020, and compute the ratio of General Dynamics to Xylem Inc.. (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8611,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
General Dynamics,2016,2198000000.0,392000000.0
General Dynamics,2017,3879000000.0,428000000.0
General Dynamics,2018,3148000000.0,690000000.0
General Dynamics,2019,2981000000.0,987000000.0
General Dynamics,2020,3858000000.0,967000000.0
Xylem Inc.,2016,497000000.0,124000000.0
Xylem Inc.,2017,686000000.0,170000000.0
Xylem Inc.,2018,586000000.0,237000000.0
Xylem Inc.,2019,839000000.0,226000000.0
Xylem Inc.,2020,824000000.0,183000000.0
","corporate,year,Free Cash Flow
General Dynamics,2016,1806000000.0
General Dynamics,2017,3451000000.0
General Dynamics,2018,2458000000.0
General Dynamics,2019,1994000000.0
General Dynamics,2020,2891000000.0
Xylem Inc.,2016,373000000.0
Xylem Inc.,2017,516000000.0
Xylem Inc.,2018,349000000.0
Xylem Inc.,2019,613000000.0
Xylem Inc.,2020,641000000.0
"
2060,US,fundamental,"Comparing the average of Free Cash Flow to Firm from 2016 to 2018, what is the ratio of Estée Lauder Companies (The) to Paycom? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.5694,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Estée Lauder Companies (The),2016,1788700000.0,525300000.0,70700000.0,434400000.0,1555200000.0
Estée Lauder Companies (The),2017,1800000000.0,504000000.0,103000000.0,361000000.0,1617000000.0
Estée Lauder Companies (The),2018,2573000000.0,629000000.0,128000000.0,863000000.0,1980000000.0
Paycom,2016,98953000.0,43805000.0,1036000.0,13403000.0,57243000.0
Paycom,2017,130600000.0,59389000.0,911000.0,9840000.0,76647000.0
Paycom,2018,184817000.0,59906000.0,766000.0,37646000.0,174711000.0
","corporate,year,Free Cash Flow to Firm
Estée Lauder Companies (The),2016,1314352006.1728394
Estée Lauder Companies (The),2017,1376004947.433519
Estée Lauder Companies (The),2018,2016210101.010101
Paycom,2016,55941428.7161749
Paycom,2017,72005045.12896787
Paycom,2018,125511945.50428994
"
2061,US,fundamental,"What is the ratio of Rollins to FirstEnergy in terms of the minimum of Free Cash Flow to Firm from 2018 to 2022? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.5074,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Rollins,2018,286272000.0,27179000.0,25000.0,77351000.0,310733000.0
Rollins,2019,309188000.0,27146000.0,6452000.0,75812000.0,261160000.0
Rollins,2020,435785000.0,23229000.0,5056000.0,81184000.0,354720000.0
Rollins,2021,401805000.0,27194000.0,1313000.0,119762000.0,474838000.0
Rollins,2022,465930000.0,30628000.0,4162000.0,119573000.0,498917000.0
FirstEnergy,2018,1410000000.0,2675000000.0,1116000000.0,490000000.0,1512000000.0
FirstEnergy,2019,2467000000.0,2665000000.0,1033000000.0,213000000.0,1117000000.0
FirstEnergy,2020,1423000000.0,2657000000.0,1065000000.0,126000000.0,1129000000.0
FirstEnergy,2021,2811000000.0,2445000000.0,1141000000.0,320000000.0,1559000000.0
FirstEnergy,2022,2683000000.0,2756000000.0,1021000000.0,1000000000.0,1439000000.0
","corporate,year,Free Cash Flow to Firm
FirstEnergy,2018,-510666666.6666666
FirstEnergy,2019,638017905.1029544
FirstEnergy,2020,-287857395.9255979
FirstEnergy,2021,1272798588.8389993
FirstEnergy,2022,238479499.6525365
Rollins,2018,259111776.7311486
Rollins,2019,286621052.289784
Rollins,2020,416454844.2038791
Rollins,2021,375592839.67584735
Rollins,2022,438466513.79287535
"
2062,US,fundamental,"From 2018 to 2022, how does the average of Free Cash Flow to Firm for Allegion compare to Fair Isaac as a ratio? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2619,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Allegion,2018,457800000.0,49100000.0,54000000.0,39800000.0,475200000.0
Allegion,2019,488200000.0,65600000.0,56000000.0,73100000.0,475200000.0
Allegion,2020,490300000.0,47100000.0,51100000.0,50900000.0,365400000.0
Allegion,2021,488600000.0,45400000.0,50200000.0,40700000.0,524000000.0
Allegion,2022,459500000.0,64000000.0,75900000.0,56200000.0,514500000.0
Fair Isaac,2018,223052000.0,31299000.0,31311000.0,45595000.0,188010000.0
Fair Isaac,2019,260350000.0,23981000.0,39752000.0,23948000.0,216072000.0
Fair Isaac,2020,364916000.0,21989000.0,42177000.0,20589000.0,257000000.0
Fair Isaac,2021,423817000.0,7569000.0,40092000.0,81058000.0,473142000.0
Fair Isaac,2022,509450000.0,6029000.0,68967000.0,97768000.0,471309000.0
","corporate,year,Free Cash Flow to Firm
Allegion,2018,458177272.72727275
Allegion,2019,469985521.8855219
Allegion,2020,487181800.7662835
Allegion,2021,489500877.86259544
Allegion,2022,463109271.13702625
Fair Isaac,2018,215470653.66203925
Fair Isaac,2019,271715149.6538191
Fair Isaac,2020,381725080.72762644
Fair Isaac,2021,449471496.81068265
Fair Isaac,2022,558081535.1202714
"
2063,US,fundamental,"Over 2021-2023, what is the ratio of Cencora to Huntington Ingalls Industries for the maximum of Free Cash Flow to Firm? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.824,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Cencora,2021,2666586000.0,438217000.0,174074000.0,677251000.0,2221859000.0
Cencora,2022,2703088000.0,496318000.0,210673000.0,516517000.0,2183057000.0
Cencora,2023,3911334000.0,458359000.0,228931000.0,428260000.0,2160836000.0
Huntington Ingalls Industries,2021,760000000.0,331000000.0,89000000.0,78000000.0,622000000.0
Huntington Ingalls Industries,2022,766000000.0,284000000.0,102000000.0,140000000.0,719000000.0
Huntington Ingalls Industries,2023,970000000.0,292000000.0,95000000.0,172000000.0,853000000.0
","corporate,year,Free Cash Flow to Firm
Cencora,2021,2349383021.5882287
Cencora,2022,2367597216.797363
Cencora,2023,3636533750.5280366
Huntington Ingalls Industries,2021,506839228.29581994
Huntington Ingalls Industries,2022,564139082.0584145
Huntington Ingalls Industries,2023,753844079.7186401
"
2064,US,fundamental,"Calculate the maximum of Free Cash Flow to Firm for Colgate-Palmolive and Weyerhaeuser separately from 2021 to 2025, and compute the ratio of Colgate-Palmolive to Weyerhaeuser. (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1221,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Colgate-Palmolive,2021,3325000000.0,567000000.0,194000000.0,749000000.0,3087000000.0
Colgate-Palmolive,2022,2556000000.0,696000000.0,151000000.0,693000000.0,2660000000.0
Colgate-Palmolive,2023,3745000000.0,705000000.0,280000000.0,937000000.0,3392000000.0
Colgate-Palmolive,2024,4107000000.0,561000000.0,292000000.0,907000000.0,3956000000.0
Colgate-Palmolive,2025,4198000000.0,564000000.0,267000000.0,798000000.0,3059000000.0
Weyerhaeuser,2021,3159000000.0,0.0,313000000.0,609000000.0,3316000000.0
Weyerhaeuser,2022,2832000000.0,0.0,270000000.0,566000000.0,2305000000.0
Weyerhaeuser,2023,1433000000.0,0.0,280000000.0,63000000.0,937000000.0
Weyerhaeuser,2024,1008000000.0,0.0,269000000.0,60000000.0,427000000.0
Weyerhaeuser,2025,562000000.0,0.0,273000000.0,67000000.0,260000000.0
","corporate,year,Free Cash Flow to Firm
Colgate-Palmolive,2021,2904929705.2154193
Colgate-Palmolive,2022,1971660526.3157895
Colgate-Palmolive,2023,3242653301.886792
Colgate-Palmolive,2024,3771052578.361982
Colgate-Palmolive,2025,3831347826.0869565
Weyerhaeuser,2021,3414515983.1121836
Weyerhaeuser,2022,3035700650.759219
Weyerhaeuser,2023,1694173959.4450374
Weyerhaeuser,2024,1239201405.1522248
Weyerhaeuser,2025,764650000.0
"
2065,US,fundamental,"Comparing the average of Free Cash Flow to Equity from 2022 to 2024, what is the ratio of Ameren to J.B. Hunt? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3369,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Ameren,2021,1661000000.0,2954000000.0,545000000.0,12562000000.0
Ameren,2022,2263000000.0,3351000000.0,1070000000.0,13685000000.0
Ameren,2023,2564000000.0,3597000000.0,536000000.0,15121000000.0
Ameren,2024,2763000000.0,4319000000.0,1143000000.0,17262000000.0
J.B. Hunt,2021,1223898000.0,60464000.0,0.0,945257000.0
J.B. Hunt,2022,1776882000.0,107474000.0,0.0,1261738000.0
J.B. Hunt,2023,1744618000.0,44692000.0,0.0,1326107000.0
J.B. Hunt,2024,1483156000.0,73906000.0,0.0,977702000.0
","corporate,year,Free Cash Flow to Equity
Ameren,2022,560000000.0
Ameren,2023,-131000000.0
Ameren,2024,1192000000.0
J.B. Hunt,2022,1985889000.0
J.B. Hunt,2023,1764295000.0
J.B. Hunt,2024,1060845000.0
"
2066,US,fundamental,"What is the ratio of Accenture to Verisign in terms of the CAGR of Free Cash Flow to Equity from 2018 to 2020? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0559,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Accenture,2017,4973039000.0,515919000.0,2907000.0,22163000.0
Accenture,2018,6026691000.0,619187000.0,5337000.0,19676000.0
Accenture,2019,6626953000.0,599009000.0,6411000.0,16247000.0
Accenture,2020,8215152000.0,599132000.0,7820000.0,54052000.0
Verisign,2017,702761000.0,49499000.0,627616000.0,1782529000.0
Verisign,2018,697767000.0,37007000.0,0.0,1785047000.0
Verisign,2019,753892000.0,40316000.0,0.0,1787565000.0
Verisign,2020,730183000.0,43395000.0,0.0,1790083000.0
","corporate,year,Free Cash Flow to Equity
Accenture,2018,5407447000.0
Accenture,2019,6025589000.0
Accenture,2020,7655234000.0
Verisign,2018,35662000.0
Verisign,2019,716094000.0
Verisign,2020,689306000.0
"
2067,US,fundamental,"From 2022 to 2024, how does the average of Free Cash Flow to Equity for Xcel Energy compare to Cigna as a ratio? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0436,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Xcel Energy,2021,2189000000.0,4244000000.0,1005000000.0,21779000000.0
Xcel Energy,2022,3932000000.0,4638000000.0,813000000.0,22813000000.0
Xcel Energy,2023,5327000000.0,5854000000.0,785000000.0,24913000000.0
Xcel Energy,2024,4641000000.0,7364000000.0,695000000.0,27316000000.0
Cigna,2021,7191000000.0,0.0,2545000000.0,31125000000.0
Cigna,2022,8656000000.0,0.0,2993000000.0,28100000000.0
Cigna,2023,11813000000.0,0.0,2775000000.0,28155000000.0
Cigna,2024,10363000000.0,0.0,3035000000.0,28937000000.0
","corporate,year,Free Cash Flow to Equity
Cigna,2022,6079000000.0
Cigna,2023,11650000000.0
Cigna,2024,11405000000.0
Xcel Energy,2022,136000000.0
Xcel Energy,2023,1545000000.0
Xcel Energy,2024,-410000000.0
"
2068,US,fundamental,"Over 2019-2023, what is the ratio of Darden Restaurants to Cummins for the average of Free Cash Flow to Equity? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2763,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Darden Restaurants,2018,1019800000.0,396000000.0,0.0,926500000.0
Darden Restaurants,2019,1267600000.0,452000000.0,0.0,927700000.0
Darden Restaurants,2020,717400000.0,459900000.0,270000000.0,928800000.0
Darden Restaurants,2021,1193500000.0,254900000.0,0.0,929800000.0
Darden Restaurants,2022,1264600000.0,376900000.0,0.0,901000000.0
Darden Restaurants,2023,1552800000.0,564900000.0,0.0,884900000.0
Cummins,2018,2378000000.0,709000000.0,780000000.0,1597000000.0
Cummins,2019,3181000000.0,700000000.0,660000000.0,1576000000.0
Cummins,2020,2722000000.0,528000000.0,323000000.0,3610000000.0
Cummins,2021,2256000000.0,734000000.0,313000000.0,3579000000.0
Cummins,2022,1962000000.0,916000000.0,2574000000.0,4498000000.0
Cummins,2023,3966000000.0,1213000000.0,1496000000.0,4802000000.0
","corporate,year,Free Cash Flow to Equity
Cummins,2019,2340000000.0
Cummins,2020,3891000000.0
Cummins,2021,1481000000.0
Cummins,2022,4226000000.0
Cummins,2023,1979000000.0
Darden Restaurants,2019,816800000.0
Darden Restaurants,2020,528600000.0
Darden Restaurants,2021,669600000.0
Darden Restaurants,2022,858900000.0
Darden Restaurants,2023,971800000.0
"
2069,US,fundamental,"Calculate the average of Free Cash Flow to Equity for Sysco and Cadence Design Systems separately from 2018 to 2020, and compute the ratio of Sysco to Cadence Design Systems. (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.7375,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Sysco,2017,2176425000.0,686378000.0,3938000.0,7660877000.0
Sysco,2018,2158632000.0,687815000.0,4176000.0,7540765000.0
Sysco,2019,2411207000.0,692391000.0,3957000.0,8122058000.0
Sysco,2020,1618680000.0,720423000.0,2266000.0,12902485000.0
Cadence Design Systems,2017,470740000.0,57901000.0,85000000.0,644369000.0
Cadence Design Systems,2018,604751000.0,61503000.0,100000000.0,345291000.0
Cadence Design Systems,2019,729600000.0,74605000.0,0.0,346019000.0
Cadence Design Systems,2020,904922000.0,94813000.0,0.0,346793000.0
","corporate,year,Free Cash Flow to Equity
Cadence Design Systems,2018,259170000.0
Cadence Design Systems,2019,555723000.0
Cadence Design Systems,2020,810883000.0
Sysco,2018,1350943000.0
Sysco,2019,2299890000.0
Sysco,2020,5676993000.0
"
2070,US,fundamental,"Comparing the average of Operating Cash Flow Margin from 2018 to 2022, what is the ratio of Steel Dynamics to Copart? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3947,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Steel Dynamics,2018,1415469000.0,11801609000.0
Steel Dynamics,2019,1396290000.0,10451132000.0
Steel Dynamics,2020,987032000.0,9587691000.0
Steel Dynamics,2021,2204136000.0,18376743000.0
Steel Dynamics,2022,4460403000.0,21469251000.0
Copart,2018,535069000.0,1805695000.0
Copart,2019,646646000.0,2041957000.0
Copart,2020,917885000.0,2205583000.0
Copart,2021,990891000.0,2692511000.0
Copart,2022,1176683000.0,3500921000.0
","corporate,year,Operating Cash Flow Margin
Copart,2018,29.632302243734408
Copart,2019,31.66795383056548
Copart,2020,41.61643429424329
Copart,2021,36.80174379974678
Copart,2022,33.610669878012104
Steel Dynamics,2018,11.99386456541646
Steel Dynamics,2019,13.36017954801451
Steel Dynamics,2020,10.294783175636345
Steel Dynamics,2021,11.99416022741353
Steel Dynamics,2022,20.77577368674855
"
2071,US,fundamental,"What is the ratio of MGM Resorts to Zoetis in terms of the average of Operating Cash Flow Margin from 2019 to 2023? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2092,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
MGM Resorts,2019,1810401000.0,12899672000.0
MGM Resorts,2020,-1493043000.0,5162082000.0
MGM Resorts,2021,1373423000.0,9680140000.0
MGM Resorts,2022,1756462000.0,13127485000.0
MGM Resorts,2023,2690777000.0,16164249000.0
Zoetis,2019,1795000000.0,6260000000.0
Zoetis,2020,2126000000.0,6675000000.0
Zoetis,2021,2213000000.0,7776000000.0
Zoetis,2022,1912000000.0,8080000000.0
Zoetis,2023,2353000000.0,8544000000.0
","corporate,year,Operating Cash Flow Margin
MGM Resorts,2019,14.034473124587974
MGM Resorts,2020,-28.923271656668764
MGM Resorts,2021,14.188048933176587
MGM Resorts,2022,13.380034332547325
MGM Resorts,2023,16.646470862951936
Zoetis,2019,28.674121405750796
Zoetis,2020,31.8501872659176
Zoetis,2021,28.459362139917694
Zoetis,2022,23.66336633663366
Zoetis,2023,27.539794007490638
"
2072,US,fundamental,"From 2017 to 2021, how does the minimum of Operating Cash Flow Margin for Elevance Health compare to Expeditors International as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7905,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Elevance Health,2017,4184800000.0,90039400000.0
Elevance Health,2018,3827000000.0,92105000000.0
Elevance Health,2019,6061000000.0,104213000000.0
Elevance Health,2020,10688000000.0,121867000000.0
Elevance Health,2021,8364000000.0,138639000000.0
Expeditors International,2017,488639000.0,6920948000.0
Expeditors International,2018,572804000.0,8138365000.0
Expeditors International,2019,771935000.0,8175426000.0
Expeditors International,2020,655012000.0,10116481000.0
Expeditors International,2021,868494000.0,16523517000.0
","corporate,year,Operating Cash Flow Margin
Elevance Health,2017,4.647743099132158
Elevance Health,2018,4.155040442972694
Elevance Health,2019,5.8159730551850535
Elevance Health,2020,8.770216711661073
Elevance Health,2021,6.032934455672646
Expeditors International,2017,7.060290006513559
Expeditors International,2018,7.038317893090319
Expeditors International,2019,9.442137938744722
Expeditors International,2020,6.474702023361681
Expeditors International,2021,5.256108611744098
"
2073,US,fundamental,"Over 2018-2020, what is the ratio of Honeywell to Incyte for the minimum of Operating Cash Flow Margin? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.2942,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Honeywell,2018,6434000000.0,41802000000.0
Honeywell,2019,6897000000.0,36709000000.0
Honeywell,2020,6208000000.0,32637000000.0
Incyte,2018,336227000.0,1881883000.0
Incyte,2019,710656000.0,2158759000.0
Incyte,2020,-124599000.0,2666702000.0
","corporate,year,Operating Cash Flow Margin
Honeywell,2018,15.391608057030764
Honeywell,2019,18.7883080443488
Honeywell,2020,19.02135612954622
Incyte,2018,17.866519863349634
Incyte,2019,32.91965430138334
Incyte,2020,-4.672400590692173
"
2074,US,fundamental,"Calculate the minimum of Operating Cash Flow Margin for Fidelity National Information Services and NRG Energy separately from 2020 to 2022, and compute the ratio of Fidelity National Information Services to NRG Energy. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.7564,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Fidelity National Information Services,2020,4442000000.0,12552000000.0
Fidelity National Information Services,2021,4810000000.0,13877000000.0
Fidelity National Information Services,2022,3939000000.0,14528000000.0
NRG Energy,2020,1837000000.0,9093000000.0
NRG Energy,2021,493000000.0,26989000000.0
NRG Energy,2022,360000000.0,31543000000.0
","corporate,year,Operating Cash Flow Margin
Fidelity National Information Services,2020,35.38878266411727
Fidelity National Information Services,2021,34.66167038985372
Fidelity National Information Services,2022,27.11316079295154
NRG Energy,2020,20.202353458704497
NRG Energy,2021,1.8266701248656858
NRG Energy,2022,1.1412991788986464
"
2075,US,fundamental,"Comparing the maximum of Capex Intensity from 2017 to 2021, what is the ratio of eBay Inc. to Entergy? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.4792,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
eBay Inc.,2017,666000000.0,9567000000.0
eBay Inc.,2018,651000000.0,10746000000.0
eBay Inc.,2019,554000000.0,10800000000.0
eBay Inc.,2020,494000000.0,10271000000.0
eBay Inc.,2021,444000000.0,10420000000.0
Entergy,2017,16762000.0,11074481000.0
Entergy,2018,26623000.0,11009452000.0
Entergy,2019,305472000.0,10878673000.0
Entergy,2020,247121000.0,10113636000.0
Entergy,2021,168304000.0,11742896000.0
","corporate,year,Capex Intensity
Entergy,2017,0.15135698006976578
Entergy,2018,0.24181948383988594
Entergy,2019,2.8079895406360684
Entergy,2020,2.443443683359773
Entergy,2021,1.4332409994945028
eBay Inc.,2017,6.9614299153339605
eBay Inc.,2018,6.058068118369626
eBay Inc.,2019,5.12962962962963
eBay Inc.,2020,4.809658261123552
eBay Inc.,2021,4.2610364683301345
"
2076,US,fundamental,"What is the ratio of Weyerhaeuser to Estée Lauder Companies (The) in terms of the average of Capex Intensity from 2016 to 2020? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.742,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Weyerhaeuser,2016,451000000.0,6365000000.0
Weyerhaeuser,2017,358000000.0,7196000000.0
Weyerhaeuser,2018,368000000.0,7476000000.0
Weyerhaeuser,2019,0.0,6554000000.0
Weyerhaeuser,2020,0.0,7532000000.0
Estée Lauder Companies (The),2016,525300000.0,11262300000.0
Estée Lauder Companies (The),2017,504000000.0,11824000000.0
Estée Lauder Companies (The),2018,629000000.0,13683000000.0
Estée Lauder Companies (The),2019,744000000.0,14863000000.0
Estée Lauder Companies (The),2020,623000000.0,14294000000.0
","corporate,year,Capex Intensity
Estée Lauder Companies (The),2016,4.664233771076956
Estée Lauder Companies (The),2017,4.2625169147496615
Estée Lauder Companies (The),2018,4.596945114375503
Estée Lauder Companies (The),2019,5.005718899280091
Estée Lauder Companies (The),2020,4.35847208619001
Weyerhaeuser,2016,7.085624509033779
Weyerhaeuser,2017,4.974986103390773
Weyerhaeuser,2018,4.922418405564473
Weyerhaeuser,2019,0.0
Weyerhaeuser,2020,0.0
"
2077,US,fundamental,"From 2021 to 2023, how does the maximum of Capex Intensity for Altria compare to Moody's Corporation as a ratio? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1578,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Altria,2021,169000000.0,26013000000.0
Altria,2022,205000000.0,25096000000.0
Altria,2023,196000000.0,24483000000.0
Moody's Corporation,2021,139000000.0,6218000000.0
Moody's Corporation,2022,283000000.0,5468000000.0
Moody's Corporation,2023,271000000.0,5916000000.0
","corporate,year,Capex Intensity
Altria,2021,0.6496751624187905
Altria,2022,0.8168632451386675
Altria,2023,0.8005554874811093
Moody's Corporation,2021,2.2354454808620137
Moody's Corporation,2022,5.175566934893928
Moody's Corporation,2023,4.58079783637593
"
2078,US,fundamental,"Over 2020-2022, what is the ratio of Netflix to Centene Corporation for the average of Capex Intensity? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1485,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Netflix,2020,497923000.0,24996056000.0
Netflix,2021,524585000.0,29697844000.0
Netflix,2022,407729000.0,31615550000.0
Centene Corporation,2020,869000000.0,103800000000.0
Centene Corporation,2021,910000000.0,117983000000.0
Centene Corporation,2022,1004000000.0,135479000000.0
","corporate,year,Capex Intensity
Centene Corporation,2020,0.8371868978805396
Centene Corporation,2021,0.7712975598179399
Centene Corporation,2022,0.7410742624318161
Netflix,2020,1.9920062589074052
Netflix,2021,1.76640768939321
Netflix,2022,1.2896470249608183
"
2079,US,fundamental,"Calculate the maximum of Capex Intensity for Norwegian Cruise Line Holdings and Cintas separately from 2019 to 2023, and compute the ratio of Norwegian Cruise Line Holdings to Cintas. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",28.9377,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Norwegian Cruise Line Holdings,2019,1637170000.0,6462376000.0
Norwegian Cruise Line Holdings,2020,946545000.0,1279908000.0
Norwegian Cruise Line Holdings,2021,752843000.0,647986000.0
Norwegian Cruise Line Holdings,2022,1783857000.0,4843760000.0
Norwegian Cruise Line Holdings,2023,2750362000.0,8549924000.0
Cintas,2019,276719000.0,6892303000.0
Cintas,2020,230289000.0,7085120000.0
Cintas,2021,143470000.0,7116340000.0
Cintas,2022,240672000.0,7854459000.0
Cintas,2023,331109000.0,8815769000.0
","corporate,year,Capex Intensity
Cintas,2019,4.014898938714679
Cintas,2020,3.250318978365927
Cintas,2021,2.0160644376182137
Cintas,2022,3.064144837983113
Cintas,2023,3.7558720061743904
Norwegian Cruise Line Holdings,2019,25.33387100967198
Norwegian Cruise Line Holdings,2020,73.95414357906974
Norwegian Cruise Line Holdings,2021,116.1819854132651
Norwegian Cruise Line Holdings,2022,36.827939451995974
Norwegian Cruise Line Holdings,2023,32.16826254829868
"
2080,US,fundamental,"Comparing the average of Cash Flow to Net Income from 2016 to 2020, what is the ratio of Cincinnati Financial to Public Storage? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3011,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Cincinnati Financial,2016,1103000000.0,591000000.0
Cincinnati Financial,2017,1052000000.0,1045000000.0
Cincinnati Financial,2018,1181000000.0,287000000.0
Cincinnati Financial,2019,1208000000.0,1997000000.0
Cincinnati Financial,2020,1491000000.0,1216000000.0
Public Storage,2016,1945336000.0,1453576000.0
Public Storage,2017,1975679000.0,1442217000.0
Public Storage,2018,2061503000.0,1711031000.0
Public Storage,2019,2067643000.0,1520534000.0
Public Storage,2020,2042902000.0,1357213000.0
","corporate,year,Cash Flow to Net Income
Cincinnati Financial,2016,1.8663282571912014
Cincinnati Financial,2017,1.0066985645933015
Cincinnati Financial,2018,4.114982578397212
Cincinnati Financial,2019,0.6049073610415624
Cincinnati Financial,2020,1.2261513157894737
Public Storage,2016,1.3383104839375444
Public Storage,2017,1.3698902453652952
Public Storage,2018,1.204830888511079
Public Storage,2019,1.3598137233366698
Public Storage,2020,1.5052184145008927
"
2081,US,fundamental,"What is the ratio of Comcast to Qualcomm in terms of the maximum of Cash Flow to Net Income from 2021 to 2023? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1482,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Comcast,2021,29146000000.0,14159000000.0
Comcast,2022,26413000000.0,5370000000.0
Comcast,2023,28501000000.0,15388000000.0
Qualcomm,2021,10536000000.0,9043000000.0
Qualcomm,2022,9096000000.0,12936000000.0
Qualcomm,2023,11299000000.0,7232000000.0
","corporate,year,Cash Flow to Net Income
Comcast,2021,2.0584787061233136
Comcast,2022,4.918621973929237
Comcast,2023,1.8521575253444242
Qualcomm,2021,1.1651000774079399
Qualcomm,2022,0.7031539888682746
Qualcomm,2023,1.5623617256637168
"
2082,US,fundamental,"From 2016 to 2018, how does the maximum of Cash Flow to Net Income for Cboe Global Markets compare to Paccar as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2843,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Cboe Global Markets,2016,229563000.0,186820000.0
Cboe Global Markets,2017,374400000.0,401700000.0
Cboe Global Markets,2018,534700000.0,426500000.0
Paccar,2016,2300800000.0,521700000.0
Paccar,2017,2715800000.0,1675200000.0
Paccar,2018,2992300000.0,2195100000.0
","corporate,year,Cash Flow to Net Income
Cboe Global Markets,2016,1.2287924205117224
Cboe Global Markets,2017,0.9320388349514563
Cboe Global Markets,2018,1.2536928487690504
Paccar,2016,4.410197431474027
Paccar,2017,1.6211795606494748
Paccar,2018,1.363172520614095
"
2083,US,fundamental,"Over 2020-2024, what is the ratio of FedEx to Revvity for the minimum of Cash Flow to Net Income? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.5738,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
FedEx,2020,5097000000.0,1286000000.0
FedEx,2021,10135000000.0,5231000000.0
FedEx,2022,9832000000.0,3826000000.0
FedEx,2023,8848000000.0,3972000000.0
FedEx,2024,8312000000.0,4331000000.0
Revvity,2020,892177000.0,727887000.0
Revvity,2021,1410750000.0,943157000.0
Revvity,2022,679810000.0,569179000.0
Revvity,2023,91272000.0,693094000.0
Revvity,2024,628299000.0,270385000.0
","corporate,year,Cash Flow to Net Income
FedEx,2020,3.963452566096423
FedEx,2021,1.937488051997706
FedEx,2022,2.569785676947203
FedEx,2023,2.227593152064451
FedEx,2024,1.9191872546755946
Revvity,2020,1.2257081112865047
Revvity,2021,1.4957742984466
Revvity,2022,1.194369433868783
Revvity,2023,0.13168776529590503
Revvity,2024,2.3237198809105535
"
2084,US,fundamental,"Calculate the maximum of Cash Flow to Net Income for Howmet Aerospace and T. Rowe Price separately from 2023 to 2025, and compute the ratio of Howmet Aerospace to T. Rowe Price. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4871,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Howmet Aerospace,2023,901000000.0,765000000.0
Howmet Aerospace,2024,1298000000.0,1155000000.0
Howmet Aerospace,2025,1884000000.0,1508000000.0
T. Rowe Price,2023,1219100000.0,1788700000.0
T. Rowe Price,2024,1685600000.0,2100100000.0
T. Rowe Price,2025,1753400000.0,2087100000.0
","corporate,year,Cash Flow to Net Income
Howmet Aerospace,2023,1.1777777777777778
Howmet Aerospace,2024,1.1238095238095238
Howmet Aerospace,2025,1.2493368700265253
T. Rowe Price,2023,0.6815564376362722
T. Rowe Price,2024,0.8026284462644636
T. Rowe Price,2025,0.8401130755593886
"
2085,US,fundamental,"Comparing the minimum of Cash Flow to Debt from 2021 to 2025, what is the ratio of Hershey Company (The) to AT&T? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7518,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Hershey Company (The),2021,2082884000.0,939423000.0,4086627000.0
Hershey Company (The),2022,2327837000.0,693790000.0,3343977000.0
Hershey Company (The),2023,2323190000.0,719839000.0,3789132000.0
Hershey Company (The),2024,2531596000.0,1306976000.0,3190210000.0
Hershey Company (The),2025,2277367000.0,218546000.0,4681194000.0
AT&T,2021,41957000000.0,24630000000.0,152724000000.0
AT&T,2022,35812000000.0,7467000000.0,128423000000.0
AT&T,2023,38314000000.0,9477000000.0,127854000000.0
AT&T,2024,38771000000.0,5089000000.0,118443000000.0
AT&T,2025,40284000000.0,9011000000.0,127089000000.0
","corporate,year,Cash Flow to Debt
AT&T,2021,0.2365720536328473
AT&T,2022,0.26353668408271397
AT&T,2023,0.2789901770175707
AT&T,2024,0.31385390020399573
AT&T,2025,0.29598824393828066
Hershey Company (The),2021,0.41441768386705263
Hershey Company (The),2022,0.5765159307112074
Hershey Company (The),2023,0.5152372902819734
Hershey Company (The),2024,0.5629289070987946
Hershey Company (The),2025,0.4647934380191602
"
2086,US,fundamental,"What is the ratio of Salesforce to Regions Financial Corporation in terms of the maximum of Cash Flow to Debt from 2020 to 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5594,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Salesforce,2020,4801000000.0,0.0,2673000000.0
Salesforce,2021,6000000000.0,0.0,10592000000.0
Salesforce,2022,7111000000.0,1182000000.0,9419000000.0
Salesforce,2023,10234000000.0,999000000.0,8427000000.0
Salesforce,2024,13092000000.0,0.0,8433000000.0
Regions Financial Corporation,2020,5865000000.0,0.0,3569000000.0
Regions Financial Corporation,2021,7728000000.0,0.0,2407000000.0
Regions Financial Corporation,2022,5221000000.0,0.0,2284000000.0
Regions Financial Corporation,2023,4440000000.0,0.0,2330000000.0
Regions Financial Corporation,2024,6297000000.0,500000000.0,5993000000.0
","corporate,year,Cash Flow to Debt
Regions Financial Corporation,2020,1.6433174558699917
Regions Financial Corporation,2021,3.2106356460324057
Regions Financial Corporation,2022,2.2859019264448337
Regions Financial Corporation,2023,1.905579399141631
Regions Financial Corporation,2024,0.9698136454643462
Salesforce,2020,1.796109240553685
Salesforce,2021,0.5664652567975831
Salesforce,2022,0.6707857749268937
Salesforce,2023,1.0857203479736899
Salesforce,2024,1.5524724297403059
"
2087,US,fundamental,"From 2020 to 2024, how does the minimum of Cash Flow to Debt for Invitation Homes compare to Freeport-McMoRan as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7939,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Invitation Homes,2020,696712000.0,339404000.0,2470907000.0
Invitation Homes,2021,907660000.0,141397000.0,1921974000.0
Invitation Homes,2022,1023587000.0,0.0,2518185000.0
Invitation Homes,2023,1107088000.0,0.0,3305467000.0
Invitation Homes,2024,1081805000.0,570000000.0,3800688000.0
Freeport-McMoRan,2020,3017000000.0,0.0,9677000000.0
Freeport-McMoRan,2021,7715000000.0,0.0,9078000000.0
Freeport-McMoRan,2022,5139000000.0,0.0,9583000000.0
Freeport-McMoRan,2023,5279000000.0,0.0,8656000000.0
Freeport-McMoRan,2024,7160000000.0,0.0,8907000000.0
","corporate,year,Cash Flow to Debt
Freeport-McMoRan,2020,0.31177017670765733
Freeport-McMoRan,2021,0.8498567966512448
Freeport-McMoRan,2022,0.5362621308567255
Freeport-McMoRan,2023,0.609865988909427
Freeport-McMoRan,2024,0.8038621309082744
Invitation Homes,2020,0.24791277548997245
Invitation Homes,2021,0.43989180811400375
Invitation Homes,2022,0.4064780784573016
Invitation Homes,2023,0.33492635080005334
Invitation Homes,2024,0.24751366375270895
"
2088,US,fundamental,"Over 2020-2022, what is the ratio of Mondelez International to KeyCorp for the average of Cash Flow to Debt? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2307,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Mondelez International,2020,3964000000.0,29000000.0,17276000000.0
Mondelez International,2021,4141000000.0,216000000.0,17550000000.0
Mondelez International,2022,3908000000.0,2299000000.0,20251000000.0
KeyCorp,2020,14076000000.0,759000000.0,13709000000.0
KeyCorp,2021,16114000000.0,588000000.0,12042000000.0
KeyCorp,2022,12496000000.0,5386000000.0,19307000000.0
","corporate,year,Cash Flow to Debt
KeyCorp,2020,0.972905722974841
KeyCorp,2021,1.2758511480601742
KeyCorp,2022,0.5060543473858988
Mondelez International,2020,0.2290667437156891
Mondelez International,2021,0.23308566925588203
Mondelez International,2022,0.17330376940133038
"
2089,US,fundamental,"Calculate the minimum of Cash Flow to Debt for Martin Marietta Materials and S&P Global separately from 2021 to 2023, and compute the ratio of Martin Marietta Materials to S&P Global. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9388,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Martin Marietta Materials,2021,1137700000.0,0.0,5100800000.0
Martin Marietta Materials,2022,991200000.0,0.0,4340900000.0
Martin Marietta Materials,2023,1528400000.0,0.0,3945600000.0
S&P Global,2021,3598000000.0,0.0,4114000000.0
S&P Global,2022,2603000000.0,226000000.0,10730000000.0
S&P Global,2023,3710000000.0,47000000.0,11412000000.0
","corporate,year,Cash Flow to Debt
Martin Marietta Materials,2021,0.22304344416562108
Martin Marietta Materials,2022,0.22833974521412612
Martin Marietta Materials,2023,0.38736820762368207
S&P Global,2021,0.8745746232377248
S&P Global,2022,0.23758671047827673
S&P Global,2023,0.32376298106291995
"
2090,US,fundamental,"Comparing the minimum of Earnings Per Share Basic from 2021 to 2025, what is the ratio of Duke Energy to Ameren? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8673,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Duke Energy,2021,3908000000.0,769000000.0,106000000.0
Duke Energy,2022,2550000000.0,770000000.0,106000000.0
Duke Energy,2023,2841000000.0,771000000.0,106000000.0
Duke Energy,2024,4524000000.0,772000000.0,106000000.0
Duke Energy,2025,4968000000.0,777000000.0,56000000.0
Ameren,2021,943000000.0,256300000.0,5000000.0
Ameren,2022,1075000000.0,258400000.0,5000000.0
Ameren,2023,1152000000.0,262800000.0,5000000.0
Ameren,2024,1184000000.0,266800000.0,5000000.0
Ameren,2025,1487000000.0,270500000.0,5000000.0
","corporate,year,Earnings Per Share Basic
Ameren,2021,3.6597737026921577
Ameren,2022,4.140866873065016
Ameren,2023,4.364535768645358
Ameren,2024,4.41904047976012
Ameren,2025,5.478743068391867
Duke Energy,2021,4.94408322496749
Duke Energy,2022,3.174025974025974
Duke Energy,2023,3.5473411154345005
Duke Energy,2024,5.72279792746114
Duke Energy,2025,6.321750321750322
"
2091,US,fundamental,"What is the ratio of Fifth Third Bancorp to Prologis in terms of the minimum of Earnings Per Share Basic from 2021 to 2023? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9788,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Fifth Third Bancorp,2021,2770000000.0,702188552.0,111000000.0
Fifth Third Bancorp,2022,2446000000.0,688633659.0,116000000.0
Fifth Third Bancorp,2023,2349000000.0,684172079.0,137000000.0
Prologis,2021,2939723000.0,739363000.0,6152000.0
Prologis,2022,3364856000.0,785675000.0,6060000.0
Prologis,2023,3059214000.0,924351000.0,5841000.0
","corporate,year,Earnings Per Share Basic
Fifth Third Bancorp,2021,3.786732199530362
Fifth Third Bancorp,2022,3.3835116386606945
Fifth Third Bancorp,2023,3.233104752291419
Prologis,2021,3.9677005746838834
Prologis,2022,4.275045024978522
Prologis,2023,3.303261423420324
"
2092,US,fundamental,"From 2022 to 2024, how does the minimum of Earnings Per Share Basic for Charles Schwab Corporation compare to Morgan Stanley as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4865,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Charles Schwab Corporation,2022,7183000000.0,1885000000.0,548000000.0
Charles Schwab Corporation,2023,5067000000.0,1824000000.0,418000000.0
Charles Schwab Corporation,2024,5942000000.0,1828000000.0,464000000.0
Morgan Stanley,2022,11029000000.0,1691000000.0,489000000.0
Morgan Stanley,2023,9087000000.0,1628000000.0,557000000.0
Morgan Stanley,2024,13390000000.0,1591000000.0,590000000.0
","corporate,year,Earnings Per Share Basic
Charles Schwab Corporation,2022,3.519893899204244
Charles Schwab Corporation,2023,2.548793859649123
Charles Schwab Corporation,2024,2.9967177242888403
Morgan Stanley,2022,6.2329982259018335
Morgan Stanley,2023,5.23955773955774
Morgan Stanley,2024,8.045254556882464
"
2093,US,fundamental,"Over 2016-2020, what is the ratio of Fifth Third Bancorp to Huntington Bancshares for the average of Earnings Per Share Basic? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6804,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Fifth Third Bancorp,2016,1564000000.0,757432291.0,75000000.0
Fifth Third Bancorp,2017,2194000000.0,728289200.0,75000000.0
Fifth Third Bancorp,2018,2193000000.0,673346168.0,75000000.0
Fifth Third Bancorp,2019,2512000000.0,710433611.0,93000000.0
Fifth Third Bancorp,2020,1427000000.0,714729585.0,104000000.0
Huntington Bancshares,2016,711821000.0,904438000.0,65274000.0
Huntington Bancshares,2017,1186000000.0,1084686000.0,76000000.0
Huntington Bancshares,2018,1393000000.0,1081542000.0,70000000.0
Huntington Bancshares,2019,1411000000.0,1038840000.0,74000000.0
Huntington Bancshares,2020,817000000.0,1017117000.0,100000000.0
","corporate,year,Earnings Per Share Basic
Fifth Third Bancorp,2016,1.965852285006423
Fifth Third Bancorp,2017,2.9095584556244964
Fifth Third Bancorp,2018,3.145484597158946
Fifth Third Bancorp,2019,3.4049627756139484
Fifth Third Bancorp,2020,1.8510497225324736
Huntington Bancshares,2016,0.7148604990060126
Huntington Bancshares,2017,1.0233376295075256
Huntington Bancshares,2018,1.22325346588482
Huntington Bancshares,2019,1.2870124369489044
Huntington Bancshares,2020,0.7049336507009518
"
2094,US,fundamental,"Calculate the maximum of Earnings Per Share Basic for Progressive Corporation and Williams Companies separately from 2022 to 2024, and compute the ratio of Progressive Corporation to Williams Companies. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.5423,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Progressive Corporation,2022,721500000.0,584400000.0,26900000.0
Progressive Corporation,2023,3902400000.0,584900000.0,37600000.0
Progressive Corporation,2024,8480000000.0,585500000.0,17000000.0
Williams Companies,2022,2049000000.0,1218362000.0,3000000.0
Williams Companies,2023,3179000000.0,1217784000.0,3000000.0
Williams Companies,2024,2225000000.0,1219184000.0,3000000.0
","corporate,year,Earnings Per Share Basic
Progressive Corporation,2022,1.1885694729637235
Progressive Corporation,2023,6.60762523508292
Progressive Corporation,2024,14.454312553373185
Williams Companies,2022,1.679303852221261
Williams Companies,2023,2.6080158714517516
Williams Companies,2024,1.822530479402617
"
2095,US,fundamental,"Comparing the minimum of Earnings Per Share Diluted from 2021 to 2023, what is the ratio of Morgan Stanley to Prologis? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6154,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Morgan Stanley,2021,15034000000.0,1814000000.0,468000000.0
Morgan Stanley,2022,11029000000.0,1713000000.0,489000000.0
Morgan Stanley,2023,9087000000.0,1646000000.0,557000000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
Prologis,2022,3364856000.0,811608000.0,6060000.0
Prologis,2023,3059214000.0,951791000.0,5841000.0
","corporate,year,Earnings Per Share Diluted
Morgan Stanley,2021,8.029768467475193
Morgan Stanley,2022,6.1529480443666085
Morgan Stanley,2023,5.182260024301336
Prologis,2021,3.8359267327613034
Prologis,2022,4.138446146415511
Prologis,2023,3.2080288634794822
"
2096,US,fundamental,"What is the ratio of Fifth Third Bancorp to Prologis in terms of the minimum of Earnings Per Share Diluted from 2019 to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9399,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Fifth Third Bancorp,2019,2512000000.0,720065498.0,93000000.0
Fifth Third Bancorp,2020,1427000000.0,719735415.0,104000000.0
Fifth Third Bancorp,2021,2770000000.0,711197805.0,111000000.0
Prologis,2019,1572959000.0,654903000.0,6009000.0
Prologis,2020,1481814000.0,754414000.0,6345000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
","corporate,year,Earnings Per Share Diluted
Fifth Third Bancorp,2019,3.359416617958829
Fifth Third Bancorp,2020,1.8381754911976924
Fifth Third Bancorp,2021,3.738762945141542
Prologis,2019,2.39264440688163
Prologis,2020,1.9557815735126867
Prologis,2021,3.8359267327613034
"
2097,US,fundamental,"From 2020 to 2024, how does the maximum of Earnings Per Share Diluted for Wells Fargo compare to Prologis as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2965,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Wells Fargo,2020,3301000000.0,4134200000.0,1591000000.0
Wells Fargo,2021,21548000000.0,4096200000.0,1292000000.0
Wells Fargo,2022,13182000000.0,3837000000.0,1115000000.0
Wells Fargo,2023,19142000000.0,3720400000.0,1160000000.0
Wells Fargo,2024,19722000000.0,3467600000.0,1116000000.0
Prologis,2020,1481814000.0,754414000.0,6345000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
Prologis,2022,3364856000.0,811608000.0,6060000.0
Prologis,2023,3059214000.0,951791000.0,5841000.0
Prologis,2024,3731635000.0,953590000.0,5881000.0
","corporate,year,Earnings Per Share Diluted
Prologis,2020,1.9557815735126867
Prologis,2021,3.8359267327613034
Prologis,2022,4.138446146415511
Prologis,2023,3.2080288634794822
Prologis,2024,3.9070816598328424
Wells Fargo,2020,0.4136229500266073
Wells Fargo,2021,4.945071041453054
Wells Fargo,2022,3.144904873599166
Wells Fargo,2023,4.833351252553489
Wells Fargo,2024,5.365670780943592
"
2098,US,fundamental,"Over 2017-2019, what is the ratio of Oneok to Allstate for the minimum of Earnings Per Share Diluted? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2168,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Oneok,2017,387841000.0,299780000.0,767000.0
Oneok,2018,1151703000.0,414195000.0,1100000.0
Oneok,2019,1278577000.0,415444000.0,1100000.0
Allstate,2017,3189000000.0,367800000.0,116000000.0
Allstate,2018,2252000000.0,353200000.0,148000000.0
Allstate,2019,4847000000.0,333500000.0,169000000.0
","corporate,year,Earnings Per Share Diluted
Allstate,2017,8.355084284937465
Allstate,2018,5.956964892412231
Allstate,2019,14.026986506746626
Oneok,2017,1.2911935419307492
Oneok,2018,2.777925856178853
Oneok,2019,3.0749679860582892
"
2099,US,fundamental,"Calculate the average of Earnings Per Share Diluted for Prologis and KKR & Co. separately from 2019 to 2021, and compute the ratio of Prologis to KKR & Co.. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5863,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Prologis,2019,1572959000.0,654903000.0,6009000.0
Prologis,2020,1481814000.0,754414000.0,6345000.0
Prologis,2021,2939723000.0,764762000.0,6152000.0
KKR & Co.,2019,2005049000.0,557687512.0,33364000.0
KKR & Co.,2020,2002509000.0,583685352.0,89919000.0
KKR & Co.,2021,4666476000.0,633092865.0,142294000.0
","corporate,year,Earnings Per Share Diluted
KKR & Co.,2019,3.5354655744918313
KKR & Co.,2020,3.276748325868558
KKR & Co.,2021,7.146158565536827
Prologis,2019,2.39264440688163
Prologis,2020,1.9557815735126867
Prologis,2021,3.8359267327613034
"
2100,US,fundamental,"Comparing the minimum of Operating Cash Flow Per Share from 2021 to 2023, what is the ratio of Chipotle Mexican Grill to Abbott Laboratories? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.9211,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Chipotle Mexican Grill,2021,1282081000.0,28132000.0
Chipotle Mexican Grill,2022,1323179000.0,27851000.0
Chipotle Mexican Grill,2023,1783477000.0,27555000.0
Abbott Laboratories,2021,10533000000.0,1775000000.0
Abbott Laboratories,2022,9581000000.0,1753000000.0
Abbott Laboratories,2023,7261000000.0,1740000000.0
","corporate,year,Operating Cash Flow Per Share
Abbott Laboratories,2021,5.934084507042254
Abbott Laboratories,2022,5.465487735310895
Abbott Laboratories,2023,4.172988505747126
Chipotle Mexican Grill,2021,45.57375941987772
Chipotle Mexican Grill,2022,47.509209723169725
Chipotle Mexican Grill,2023,64.72426056976956
"
2101,US,fundamental,"What is the ratio of TJX Companies to Analog Devices in terms of the maximum of Operating Cash Flow Per Share from 2023 to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6339,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
TJX Companies,2023,6057000000.0,1146000000.0
TJX Companies,2024,6116000000.0,1128000000.0
TJX Companies,2025,6874000000.0,1114000000.0
Analog Devices,2023,4817634000.0,502232000.0
Analog Devices,2024,3852529000.0,496166000.0
Analog Devices,2025,4812202000.0,494381000.0
","corporate,year,Operating Cash Flow Per Share
Analog Devices,2023,9.592447315185014
Analog Devices,2024,7.764596929253516
Analog Devices,2025,9.733792358525106
TJX Companies,2023,5.285340314136126
TJX Companies,2024,5.421985815602837
TJX Companies,2025,6.170556552962298
"
2102,US,fundamental,"From 2023 to 2025, how does the CAGR of Operating Cash Flow Per Share for GE HealthCare compare to HP Inc. as a ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6814,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
GE HealthCare,2023,2101000000.0,455000000.0
GE HealthCare,2024,1955000000.0,456000000.0
GE HealthCare,2025,1987000000.0,456000000.0
HP Inc.,2023,3571000000.0,992000000.0
HP Inc.,2024,3749000000.0,979000000.0
HP Inc.,2025,3697000000.0,946000000.0
","corporate,year,Operating Cash Flow Per Share
GE HealthCare,2023,4.617582417582417
GE HealthCare,2024,4.287280701754386
GE HealthCare,2025,4.357456140350878
HP Inc.,2023,3.599798387096774
HP Inc.,2024,3.829417773237998
HP Inc.,2025,3.9080338266384778
"
2103,US,fundamental,"Over 2019-2021, what is the ratio of Oracle Corporation to Fiserv for the average of Operating Cash Flow Per Share? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7616,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Oracle Corporation,2019,14551000000.0,3634000000.0
Oracle Corporation,2020,13139000000.0,3211000000.0
Oracle Corporation,2021,15887000000.0,2945000000.0
Fiserv,2019,2795000000.0,512300000.0
Fiserv,2020,4147000000.0,672100000.0
Fiserv,2021,4034000000.0,662600000.0
","corporate,year,Operating Cash Flow Per Share
Fiserv,2019,5.4557876244388055
Fiserv,2020,6.170212765957447
Fiserv,2021,6.08813763960157
Oracle Corporation,2019,4.004127682993946
Oracle Corporation,2020,4.091871691061974
Oracle Corporation,2021,5.394567062818336
"
2104,US,fundamental,"Calculate the CAGR of Operating Cash Flow Per Share for Public Storage and Newmont separately from 2021 to 2023, and compute the ratio of Public Storage to Newmont. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.5896,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Public Storage,2021,2543555000.0,174858000.0
Public Storage,2022,3117141000.0,175257000.0
Public Storage,2023,3246648000.0,175472000.0
Newmont,2021,4279000000.0,799000000.0
Newmont,2022,3220000000.0,794000000.0
Newmont,2023,2763000000.0,841000000.0
","corporate,year,Operating Cash Flow Per Share
Newmont,2021,5.355444305381727
Newmont,2022,4.055415617128464
Newmont,2023,3.285374554102259
Public Storage,2021,14.546403367303755
Public Storage,2022,17.786114106711857
Public Storage,2023,18.502370748609465
"
2105,US,fundamental,"Comparing the minimum of Equity Multiplier from 2019 to 2021, what is the ratio of Keurig Dr Pepper to Universal Health Services? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.977,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Keurig Dr Pepper,2018,48918000000.0,22533000000.0
Keurig Dr Pepper,2019,49518000000.0,23257000000.0
Keurig Dr Pepper,2020,49779000000.0,23829000000.0
Keurig Dr Pepper,2021,50598000000.0,24972000000.0
Universal Health Services,2018,11265480000.0,5389262000.0
Universal Health Services,2019,11668250000.0,5504105000.0
Universal Health Services,2020,13476879000.0,6317146000.0
Universal Health Services,2021,13093543000.0,6089664000.0
","corporate,year,Equity Multiplier
Keurig Dr Pepper,2019,2.1497270146320155
Keurig Dr Pepper,2020,2.1088433929405768
Keurig Dr Pepper,2021,2.056863588860884
Universal Health Services,2019,2.105293065036733
Universal Health Services,2020,2.1271123504610467
Universal Health Services,2021,2.1415998149403435
"
2106,US,fundamental,"What is the ratio of Coterra to Public Storage in terms of the minimum of Equity Multiplier from 2023 to 2025? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8487,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Coterra,2022,20154000000.0,12659000000.0
Coterra,2023,20415000000.0,13039000000.0
Coterra,2024,21625000000.0,13122000000.0
Coterra,2025,24241000000.0,14838000000.0
Public Storage,2022,17552307000.0,10073402000.0
Public Storage,2023,19809216000.0,10013178000.0
Public Storage,2024,19754934000.0,9712606000.0
Public Storage,2025,20208604000.0,9248128000.0
","corporate,year,Equity Multiplier
Coterra,2023,1.5786831660051366
Coterra,2024,1.6069722105424105
Coterra,2025,1.640414878397711
Public Storage,2023,1.8600241056466555
Public Storage,2024,2.005707352366831
Public Storage,2025,2.107699944527464
"
2107,US,fundamental,"From 2021 to 2023, how does the average of Equity Multiplier for Monster Beverage compare to Merck & Co. as a ratio? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4316,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Monster Beverage,2020,6202716000.0,5160860000.0
Monster Beverage,2021,7804784000.0,6566951000.0
Monster Beverage,2022,8293105000.0,7025041000.0
Monster Beverage,2023,9686522000.0,8228744000.0
Merck & Co.,2020,91588000000.0,25317000000.0
Merck & Co.,2021,105694000000.0,38184000000.0
Merck & Co.,2022,109160000000.0,45991000000.0
Merck & Co.,2023,106675000000.0,37581000000.0
","corporate,year,Equity Multiplier
Merck & Co.,2021,3.106754224342924
Merck & Co.,2022,2.5524680724680726
Merck & Co.,2023,2.5826233666778347
Monster Beverage,2021,1.1943831632348099
Monster Beverage,2022,1.1843656912099418
Monster Beverage,2023,1.178699385103435
"
2108,US,fundamental,"Over 2023-2025, what is the ratio of Datadog to CenterPoint Energy for the minimum of Equity Multiplier? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4855,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Datadog,2022,3004852000.0,1410505000.0
Datadog,2023,3936072000.0,2025354000.0
Datadog,2024,5785339000.0,2714363000.0
Datadog,2025,6643844000.0,3732206000.0
CenterPoint Energy,2022,38546000000.0,10042000000.0
CenterPoint Energy,2023,39715000000.0,9667000000.0
CenterPoint Energy,2024,43768000000.0,10666000000.0
CenterPoint Energy,2025,46534000000.0,11153000000.0
","corporate,year,Equity Multiplier
CenterPoint Energy,2023,3.9708255111877824
CenterPoint Energy,2024,4.1057886194855655
CenterPoint Energy,2025,4.138686465924194
Datadog,2023,2.020142270098977
Datadog,2024,2.051053048103927
Datadog,2025,1.9280307090484876
"
2109,US,fundamental,"Calculate the minimum of Equity Multiplier for Intuitive Surgical and Advanced Micro Devices separately from 2019 to 2021, and compute the ratio of Intuitive Surgical to Advanced Micro Devices. (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7128,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Intuitive Surgical,2018,7846700000.0,6678800000.0
Intuitive Surgical,2019,9733200000.0,8263800000.0
Intuitive Surgical,2020,11168900000.0,9731500000.0
Intuitive Surgical,2021,13555000000.0,11901100000.0
Advanced Micro Devices,2018,4556000000.0,1266000000.0
Advanced Micro Devices,2019,6028000000.0,2827000000.0
Advanced Micro Devices,2020,8962000000.0,5837000000.0
Advanced Micro Devices,2021,12419000000.0,7497000000.0
","corporate,year,Equity Multiplier
Advanced Micro Devices,2019,2.5858783288541414
Advanced Micro Devices,2020,1.7301477377654664
Advanced Micro Devices,2021,1.603494825258737
Intuitive Surgical,2019,1.176495389021991
Intuitive Surgical,2020,1.1615310664451273
Intuitive Surgical,2021,1.1429000674907315
"
2110,US,fundamental,"Comparing the average of EBITDA from 2016 to 2020, what is the ratio of Aon plc to Fastenal? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0958,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Aon plc,2016,1669000000.0,282000000.0,232000000.0,0.0
Aon plc,2017,685000000.0,282000000.0,187000000.0,704000000.0
Aon plc,2018,1246000000.0,278000000.0,176000000.0,593000000.0
Aon plc,2019,1871000000.0,307000000.0,172000000.0,0.0
Aon plc,2020,2465000000.0,334000000.0,167000000.0,0.0
Fastenal,2016,789729000.0,6504000.0,103525000.0,527000.0
Fastenal,2017,873100000.0,9100000.0,123600000.0,3800000.0
Fastenal,2018,987000000.0,12600000.0,134100000.0,4100000.0
Fastenal,2019,1043700000.0,13900000.0,144600000.0,4100000.0
Fastenal,2020,1132700000.0,9700000.0,153300000.0,9100000.0
","corporate,year,EBITDA
Aon plc,2016,2183000000.0
Aon plc,2017,1858000000.0
Aon plc,2018,2293000000.0
Aon plc,2019,2350000000.0
Aon plc,2020,2966000000.0
Fastenal,2016,900285000.0
Fastenal,2017,1009600000.0
Fastenal,2018,1137800000.0
Fastenal,2019,1206300000.0
Fastenal,2020,1304800000.0
"
2111,US,fundamental,"What is the ratio of Seagate Technology to F5 in terms of the minimum of EBITDA from 2017 to 2021? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2316,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Seagate Technology,2017,815000000.0,222000000.0,749000000.0
Seagate Technology,2018,1418000000.0,236000000.0,598000000.0
Seagate Technology,2019,1372000000.0,224000000.0,541000000.0
Seagate Technology,2020,1032000000.0,201000000.0,379000000.0
Seagate Technology,2021,1348000000.0,220000000.0,397000000.0
F5,2017,575517000.0,0.0,61148000.0
F5,2018,603760000.0,0.0,59491000.0
F5,2019,541111000.0,0.0,68507000.0
F5,2020,396397000.0,6568000.0,95857000.0
F5,2021,386937000.0,5280000.0,115424000.0
","corporate,year,EBITDA
F5,2017,636665000.0
F5,2018,663251000.0
F5,2019,609618000.0
F5,2020,498822000.0
F5,2021,507641000.0
Seagate Technology,2017,1786000000.0
Seagate Technology,2018,2252000000.0
Seagate Technology,2019,2137000000.0
Seagate Technology,2020,1612000000.0
Seagate Technology,2021,1965000000.0
"
2112,US,fundamental,"From 2017 to 2019, how does the minimum of EBITDA for Cummins compare to CMS Energy as a ratio? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7713,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Cummins,2017,2365000000.0,81000000.0,583000000.0
Cummins,2018,2753000000.0,114000000.0,611000000.0
Cummins,2019,2834000000.0,109000000.0,672000000.0
CMS Energy,2017,886000000.0,2000000.0,881000000.0
CMS Energy,2018,774000000.0,3000000.0,933000000.0
CMS Energy,2019,829000000.0,9000000.0,992000000.0
","corporate,year,EBITDA
CMS Energy,2017,1769000000.0
CMS Energy,2018,1710000000.0
CMS Energy,2019,1830000000.0
Cummins,2017,3029000000.0
Cummins,2018,3478000000.0
Cummins,2019,3615000000.0
"
2113,US,fundamental,"Over 2021-2025, what is the ratio of Altria to Builders FirstSource for the minimum of EBITDA? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.8158,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Altria,2021,3824000000.0,1189000000.0,244000000.0
Altria,2022,7389000000.0,1119000000.0,226000000.0
Altria,2023,10928000000.0,1116000000.0,272000000.0
Altria,2024,13658000000.0,1037000000.0,286000000.0
Altria,2025,9389000000.0,1079000000.0,266000000.0
Builders FirstSource,2021,2251547000.0,135877000.0,547352000.0
Builders FirstSource,2022,3571833000.0,198373000.0,497140000.0
Builders FirstSource,2023,1984204000.0,192115000.0,558275000.0
Builders FirstSource,2024,1387525000.0,207724000.0,561929000.0
Builders FirstSource,2025,512382000.0,273894000.0,591432000.0
","corporate,year,EBITDA
Altria,2021,5257000000.0
Altria,2022,8734000000.0
Altria,2023,12316000000.0
Altria,2024,14981000000.0
Altria,2025,10734000000.0
Builders FirstSource,2021,2934776000.0
Builders FirstSource,2022,4267346000.0
Builders FirstSource,2023,2734594000.0
Builders FirstSource,2024,2157178000.0
Builders FirstSource,2025,1377708000.0
"
2114,US,fundamental,"Calculate the maximum of EBITDA for Costco and Verizon separately from 2018 to 2020, and compute the ratio of Costco to Verizon. (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1596,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Costco,2018,4442000000.0,159000000.0,1437000000.0
Costco,2019,4765000000.0,150000000.0,1492000000.0
Costco,2020,5367000000.0,160000000.0,1645000000.0
Verizon,2018,19623000000.0,4833000000.0,17403000000.0
Verizon,2019,22733000000.0,4730000000.0,16682000000.0
Verizon,2020,23967000000.0,4247000000.0,16720000000.0
","corporate,year,EBITDA
Costco,2018,6038000000.0
Costco,2019,6407000000.0
Costco,2020,7172000000.0
Verizon,2018,41859000000.0
Verizon,2019,44145000000.0
Verizon,2020,44934000000.0
"
2115,US,fundamental,"Comparing the maximum of NOPAT from 2022 to 2024, what is the ratio of Iron Mountain to Zebra Technologies? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6359,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Iron Mountain,2022,631638000.0,482673000.0,99631000.0
Iron Mountain,2023,227206000.0,512446000.0,89599000.0
Iron Mountain,2024,244538000.0,721559000.0,90742000.0
Zebra Technologies,2022,544000000.0,58000000.0,81000000.0
Zebra Technologies,2023,334000000.0,111000000.0,38000000.0
Zebra Technologies,2024,635000000.0,55000000.0,107000000.0
","corporate,year,NOPAT
Iron Mountain,2022,938545895.2390451
Iron Mountain,2023,447969211.92222035
Iron Mountain,2024,607602312.1641626
Zebra Technologies,2022,512363970.58823526
Zebra Technologies,2023,394371257.48502994
Zebra Technologies,2024,573732283.464567
"
2116,US,fundamental,"What is the ratio of Aflac to Marsh McLennan in terms of the CAGR of NOPAT from 2018 to 2022? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3044,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Aflac,2018,3983000000.0,222000000.0,998000000.0
Aflac,2019,4445000000.0,228000000.0,1384000000.0
Aflac,2020,4159000000.0,242000000.0,800000000.0
Aflac,2021,5322000000.0,238000000.0,880000000.0
Aflac,2022,4604000000.0,226000000.0,961000000.0
Marsh McLennan,2018,2244000000.0,290000000.0,574000000.0
Marsh McLennan,2019,2439000000.0,524000000.0,666000000.0
Marsh McLennan,2020,2793000000.0,515000000.0,747000000.0
Marsh McLennan,2021,4208000000.0,444000000.0,1034000000.0
Marsh McLennan,2022,4082000000.0,469000000.0,995000000.0
","corporate,year,NOPAT
Aflac,2018,3151374592.0160685
Aflac,2019,3218009673.7907763
Aflac,2020,3554450348.6415005
Aflac,2021,4640646373.54378
Aflac,2022,3821826672.4587317
Marsh McLennan,2018,1885819964.349376
Marsh McLennan,2019,2153915129.1512914
Marsh McLennan,2020,2423261009.6670246
Marsh McLennan,2021,3508899239.5437264
Marsh McLennan,2022,3441679813.8167567
"
2117,US,fundamental,"From 2019 to 2023, how does the CAGR of NOPAT for Motorola Solutions compare to FactSet as a ratio? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6555,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Motorola Solutions,2019,1001000000.0,221000000.0,130000000.0
Motorola Solutions,2020,1174000000.0,217000000.0,221000000.0
Motorola Solutions,2021,1552000000.0,207000000.0,302000000.0
Motorola Solutions,2022,1515000000.0,226000000.0,148000000.0
Motorola Solutions,2023,2146000000.0,234000000.0,432000000.0
FactSet,2019,421965000.0,19509000.0,69175000.0
FactSet,2020,427134000.0,12876000.0,54196000.0
FactSet,2021,467617000.0,8021000.0,68027000.0
FactSet,2022,443594000.0,29525000.0,46677000.0
FactSet,2023,583954000.0,76524000.0,115781000.0
","corporate,year,NOPAT
FactSet,2019,369100784.33045393
FactSet,2020,384180255.7979463
FactSet,2021,406444137.87351614
FactSet,2022,423335243.76569563
FactSet,2023,529524528.80535114
Motorola Solutions,2019,1063298701.2987013
Motorola Solutions,2020,1129150766.6098807
Motorola Solutions,2021,1416720360.8247423
Motorola Solutions,2022,1570922112.2112212
Motorola Solutions,2023,1900894687.7912395
"
2118,US,fundamental,"Over 2020-2022, what is the ratio of Hubbell Incorporated to Edwards Lifesciences for the maximum of NOPAT? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3359,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Hubbell Incorporated,2020,453500000.0,60300000.0,97500000.0
Hubbell Incorporated,2021,459300000.0,16800000.0,88200000.0
Hubbell Incorporated,2022,657000000.0,0.0,140200000.0
Edwards Lifesciences,2020,916700000.0,15800000.0,93300000.0
Edwards Lifesciences,2021,1702000000.0,18400000.0,198900000.0
Edwards Lifesciences,2022,1767400000.0,19200000.0,245500000.0
","corporate,year,NOPAT
Edwards Lifesciences,2020,837591905.7488818
Edwards Lifesciences,2021,1519349729.7297297
Edwards Lifesciences,2022,1538433031.5718005
Hubbell Incorporated,2020,403335832.41455346
Hubbell Incorporated,2021,384673873.28543437
Hubbell Incorporated,2022,516800000.0
"
2119,US,fundamental,"Calculate the CAGR of NOPAT for Becton Dickinson and Cintas separately from 2022 to 2024, and compute the ratio of Becton Dickinson to Cintas. (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3064,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Becton Dickinson,2022,1783000000.0,398000000.0,148000000.0
Becton Dickinson,2023,1662000000.0,452000000.0,132000000.0
Becton Dickinson,2024,2005000000.0,528000000.0,300000000.0
Cintas,2022,1498768000.0,88844000.0,263011000.0
Cintas,2023,1693148000.0,111232000.0,345138000.0
Cintas,2024,1973635000.0,100740000.0,402043000.0
","corporate,year,NOPAT
Becton Dickinson,2022,1999963544.5877733
Becton Dickinson,2023,1946101083.032491
Becton Dickinson,2024,2153997506.234414
Cintas,2022,1309010228.5904157
Cintas,2023,1436568028.193637
Cintas,2024,1651810570.3435538
"
2120,US,fundamental,"Among Steris, Adobe Inc., Intel, ResMed, how much lower is the Gross Margin for the top company compared to the second place in 2019? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.0073,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Steris,2019,3030895000.0,1710972000.0
Adobe Inc.,2019,11171297000.0,1672720000.0
Intel,2019,71965000000.0,29825000000.0
ResMed,2019,2606572000.0,1069987000.0
","corporate,year,Gross Margin
Adobe Inc.,2019,85.02662672024564
Intel,2019,58.55624261793928
ResMed,2019,58.95041456748557
Steris,2019,43.54895171228301
"
2121,US,fundamental,"Among State Street Corporation, Jacobs Solutions, F5, Amcor, what is the gap in Gross Margin between the highest-ranked company and the runner-up in 2022? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.4335,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
State Street Corporation,2022,12148000000.0,4428000000.0
Jacobs Solutions,2022,14922825000.0,11595785000.0
F5,2022,2695845000.0,539627000.0
Amcor,2022,14544000000.0,11724000000.0
","corporate,year,Gross Margin
Amcor,2022,19.389438943894387
F5,2022,79.98301089268857
Jacobs Solutions,2022,22.29497430948899
State Street Corporation,2022,63.54955548238394
"
2122,US,fundamental,"In 2019, within Mondelez International, Fifth Third Bancorp, Omnicom Group, Generac, Advanced Micro Devices, by how much does the company with the lowest Gross Margin differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",272.6143,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Mondelez International,2019,25868000000.0,15531000000.0
Fifth Third Bancorp,2019,565000000.0,2001000000.0
Omnicom Group,2019,14953700000.0,12194000000.0
Generac,2019,2204336000.0,1406584000.0
Advanced Micro Devices,2019,6731000000.0,3863000000.0
","corporate,year,Gross Margin
Advanced Micro Devices,2019,42.608824840291184
Fifth Third Bancorp,2019,-254.15929203539824
Generac,2019,36.19012709496193
Mondelez International,2019,39.960569042832844
Omnicom Group,2019,18.45496432321098
"
2123,US,fundamental,"For Gross Margin in 2022, what is the difference between the top and second-place companies among Blackstone Inc., Nucor, Ingersoll Rand, PPL Corporation? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.1253,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Blackstone Inc.,2022,8517673000.0,3532454000.0
Nucor,2022,41512467000.0,29009187000.0
Ingersoll Rand,2022,5916300000.0,3590700000.0
PPL Corporation,2022,7902000000.0,2398000000.0
","corporate,year,Gross Margin
Blackstone Inc.,2022,58.52794536723821
Ingersoll Rand,2022,39.30835150347345
Nucor,2022,30.119337402905977
PPL Corporation,2022,69.65325234117945
"
2124,US,fundamental,"Among Qualcomm, Idexx Laboratories, Universal Health Services, calculate the margin between the lowest-Gross Margin company and the second-place company in 2017. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.5767,hard,profitability,(Revenue - COGS) / Revenue * 100%,"corporate,year,Revenue,CostOfGoodsAndServicesSold
Qualcomm,2017,22291000000.0,9792000000.0
Idexx Laboratories,2017,1969058000.0,871676000.0
Universal Health Services,2017,10409865000.0,4980637000.0
","corporate,year,Gross Margin
Idexx Laboratories,2017,55.731319239961444
Qualcomm,2017,56.0719572921807
Universal Health Services,2017,52.15464369614784
"
2125,US,fundamental,"Among ServiceNow, Accenture, Ecolab, Norfolk Southern, Texas Instruments, how much lower is the EBIT Margin for the top company compared to the second place in 2022? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.1563,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
ServiceNow,2022,7245000000.0,399000000.0,27000000.0
Accenture,2022,61594305000.0,9196167000.0,47320000.0
Ecolab,2022,14187800000.0,1343400000.0,222400000.0
Norfolk Southern,2022,12745000000.0,4130000000.0,692000000.0
Texas Instruments,2022,20028000000.0,10032000000.0,214000000.0
","corporate,year,EBIT Margin
Accenture,2022,15.007048135375504
Ecolab,2022,11.036242405446933
Norfolk Southern,2022,37.83444488034524
ServiceNow,2022,5.879917184265011
Texas Instruments,2022,51.15837827042141
"
2126,US,fundamental,"Among Citigroup, AES Corporation, Ralph Lauren Corporation, DuPont, CBRE Group, what is the gap in EBIT Margin between the lowest-ranked company and the runner-up in 2025? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0265,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Citigroup,2025,85225000000.0,19828000000.0,83072000000.0
AES Corporation,2025,12233000000.0,75000000.0,1407000000.0
Ralph Lauren Corporation,2025,8114500000.0,1177700000.0,54200000.0
DuPont,2025,6849000000.0,200000000.0,313000000.0
CBRE Group,2025,40550000000.0,1594000000.0,216000000.0
","corporate,year,EBIT Margin
AES Corporation,2025,12.114771519659936
CBRE Group,2025,4.463625154130703
Citigroup,2025,120.73921971252565
DuPont,2025,7.490144546649145
Ralph Lauren Corporation,2025,15.18146527820568
"
2127,US,fundamental,"In 2025, within Brown & Brown, DaVita, Pfizer, by how much does the company with the highest EBIT Margin differ from the second-ranked company? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.8679,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Brown & Brown,2025,5902000000.0,1371000000.0,297000000.0
DaVita,2025,13643069000.0,1346823000.0,579926000.0
Pfizer,2025,62579000000.0,7520000000.0,2739000000.0
","corporate,year,EBIT Margin
Brown & Brown,2025,28.26160623517452
DaVita,2025,14.122548233099167
Pfizer,2025,16.393678390514392
"
2128,US,fundamental,"For EBIT Margin in 2020, what is the difference between the top and second-place companies among Parker Hannifin, Howmet Aerospace, Amazon, Coterra? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.807,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
Parker Hannifin,2020,13695520000.0,1512627000.0,308161000.0
Howmet Aerospace,2020,5259000000.0,171000000.0,381000000.0
Amazon,2020,386064000000.0,24178000000.0,1647000000.0
Coterra,2020,1405220000.0,241123000.0,2961000.0
","corporate,year,EBIT Margin
Amazon,2020,6.689305400140909
Coterra,2020,17.36980686298231
Howmet Aerospace,2020,10.496292070735882
Parker Hannifin,2020,13.294770844772597
"
2129,US,fundamental,"Among CVS Health, Linde plc, Edwards Lifesciences, Tapestry, calculate the margin between the lowest-EBIT Margin company and the second-place company in 2019. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.6576,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense
CVS Health,2019,256776000000.0,8997000000.0,3035000000.0
Linde plc,2019,28228000000.0,2927000000.0,275000000.0
Edwards Lifesciences,2019,4348000000.0,1166500000.0,20700000.0
Tapestry,2019,6027100000.0,766200000.0,45400000.0
","corporate,year,EBIT Margin
CVS Health,2019,4.68579618032838
Edwards Lifesciences,2019,27.304507819687213
Linde plc,2019,11.343347031316425
Tapestry,2019,13.465845929219691
"
2130,US,fundamental,"Among PTC Inc., Invesco, Amazon, how much higher is the EBITDA Margin for the top company compared to the second place in 2024? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.8267,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
PTC Inc.,2024,2298472000.0,468962000.0,119653000.0,108119000.0
Invesco,2024,6067000000.0,1005300000.0,58000000.0,179600000.0
Amazon,2024,637959000000.0,68614000000.0,2406000000.0,52795000000.0
","corporate,year,EBITDA Margin
Amazon,2024,19.407987033649498
Invesco,2024,20.48623701994396
PTC Inc.,2024,30.312920931819054
"
2131,US,fundamental,"Among Jack Henry & Associates, Amgen, Caterpillar Inc., what is the gap in EBITDA Margin between the highest-ranked company and the runner-up in 2024? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.0185,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Jack Henry & Associates,2024,2215543000.0,498019000.0,16384000.0,46342000.0
Amgen,2024,33424000000.0,4609000000.0,3155000000.0,5592000000.0
Caterpillar Inc.,2024,64809000000.0,13373000000.0,1286000000.0,2153000000.0
","corporate,year,EBITDA Margin
Amgen,2024,39.9593106749641
Caterpillar Inc.,2024,25.940841549784754
Jack Henry & Associates,2024,25.309596789590632
"
2132,US,fundamental,"In 2025, within First Solar, Match Group, EPAM Systems, NRG Energy, Caterpillar Inc., by how much does the company with the highest EBITDA Margin differ from the second-ranked company? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.7259,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
First Solar,2025,5219376000.0,1580913000.0,44131000.0,529216000.0
Match Group,2025,3487197000.0,746003000.0,147551000.0,67112000.0
EPAM Systems,2025,5457056000.0,505624000.0,1397000.0,124811000.0
NRG Energy,2025,30713000000.0,1134000000.0,741000000.0,1406000000.0
Caterpillar Inc.,2025,67589000000.0,11541000000.0,1359000000.0,2262000000.0
","corporate,year,EBITDA Margin
Caterpillar Inc.,2025,22.43264436520736
EPAM Systems,2025,11.578257580644216
First Solar,2025,41.274282596233725
Match Group,2025,27.548371944573248
NRG Energy,2025,10.682772767232116
"
2133,US,fundamental,"For EBITDA Margin in 2021, what is the difference between the top and second-place companies among Colgate-Palmolive, Textron, Diamondback Energy, Cigna? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.9045,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Colgate-Palmolive,2021,17421000000.0,3087000000.0,194000000.0,556000000.0,0.0
Textron,2021,12382000000.0,873000000.0,142000000.0,390000000.0,0.0
Diamondback Energy,2021,6747000000.0,2907000000.0,199000000.0,1275000000.0,0.0
Cigna,2021,174078000000.0,6782000000.0,1253000000.0,2923000000.0,1998000000.0
","corporate,year,EBITDA Margin
Cigna,2021,7.442640655338412
Colgate-Palmolive,2021,22.025142069915617
Diamondback Energy,2021,64.9325626204239
Textron,2021,11.347116782426102
"
2134,US,fundamental,"Among Amgen, Synopsys, Salesforce, calculate the margin between the lowest-EBITDA Margin company and the second-place company in 2022. (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.4138,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"corporate,year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Amgen,2022,26323000000.0,7346000000.0,1406000000.0,3417000000.0
Synopsys,2022,5081542000.0,1115514000.0,1258000.0,228405000.0
Salesforce,2022,31352000000.0,660000000.0,275000000.0,3786000000.0
","corporate,year,EBITDA Margin
Amgen,2022,46.229533107928425
Salesforce,2022,15.058050523092625
Synopsys,2022,26.471826858855046
"
2135,US,fundamental,"Among Paycom, Tapestry, GE Aerospace, Lam Research, how much lower is the Net Profit Margin for the top company compared to the second place in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.3684,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Paycom,2025,2051700000.0,453400000.0
Tapestry,2025,7010700000.0,183200000.0
GE Aerospace,2025,45855000000.0,8704000000.0
Lam Research,2025,18435591000.0,5358217000.0
","corporate,year,Net Profit Margin
GE Aerospace,2025,18.98157234761749
Lam Research,2025,29.064525243589966
Paycom,2025,22.09874738022128
Tapestry,2025,2.6131484730483403
"
2136,US,fundamental,"Among NRG Energy, CME Group, Fifth Third Bancorp, Stanley Black & Decker, what is the gap in Net Profit Margin between the lowest-ranked company and the runner-up in 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5007,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
NRG Energy,2018,9478000000.0,268000000.0
CME Group,2018,4309400000.0,1962200000.0
Fifth Third Bancorp,2018,549000000.0,2193000000.0
Stanley Black & Decker,2018,13982400000.0,605200000.0
","corporate,year,Net Profit Margin
CME Group,2018,45.53302083816773
Fifth Third Bancorp,2018,399.45355191256834
NRG Energy,2018,2.8276007596539356
Stanley Black & Decker,2018,4.32829843231491
"
2137,US,fundamental,"In 2016, within Martin Marietta Materials, Qualcomm, PulteGroup, Pentair, by how much does the company with the highest Net Profit Margin differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.0815,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Martin Marietta Materials,2016,3818749000.0,425386000.0
Qualcomm,2016,23554000000.0,5705000000.0
PulteGroup,2016,7668476000.0,602703000.0
Pentair,2016,4890000000.0,522200000.0
","corporate,year,Net Profit Margin
Martin Marietta Materials,2016,11.13940717234885
Pentair,2016,10.678936605316974
PulteGroup,2016,7.859488638942079
Qualcomm,2016,24.22093911862104
"
2138,US,fundamental,"For Net Profit Margin in 2016, what is the difference between the top and second-place companies among Carnival, AutoZone, Northrop Grumman, Costco? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.2882,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Carnival,2016,16389000000.0,2779000000.0
AutoZone,2016,10635676000.0,1241007000.0
Northrop Grumman,2016,24508000000.0,2200000000.0
Costco,2016,118719000000.0,2350000000.0
","corporate,year,Net Profit Margin
AutoZone,2016,11.668341532780802
Carnival,2016,16.956495210201965
Costco,2016,1.9794641127367987
Northrop Grumman,2016,8.976660682226212
"
2139,US,fundamental,"Among Chipotle Mexican Grill, ServiceNow, PulteGroup, Omnicom Group, calculate the margin between the highest-Net Profit Margin company and the second-place company in 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.1232,hard,profitability,Net Income / Revenue * 100%,"corporate,year,Revenue,NetIncome
Chipotle Mexican Grill,2021,7547061000.0,652984000.0
ServiceNow,2021,5896000000.0,230141000.0
PulteGroup,2021,13926882000.0,1946320000.0
Omnicom Group,2021,14289400000.0,1407800000.0
","corporate,year,Net Profit Margin
Chipotle Mexican Grill,2021,8.65216274255634
Omnicom Group,2021,9.8520581689924
PulteGroup,2021,13.975274580483987
ServiceNow,2021,3.903341248303935
"
2140,US,fundamental,"Among eBay Inc., Invitation Homes, Revvity, Williams Companies, Bio-Techne, how much higher is the Return on Equity for the top company compared to the second place in 2024? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.2712,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
eBay Inc.,2023,2767000000.0,6396000000.0
eBay Inc.,2024,1975000000.0,5158000000.0
Invitation Homes,2023,519470000.0,10155971000.0
Invitation Homes,2024,453917000.0,9756764000.0
Revvity,2023,693094000.0,7872739000.0
Revvity,2024,270385000.0,7666874000.0
Williams Companies,2023,3179000000.0,12402000000.0
Williams Companies,2024,2225000000.0,12436000000.0
Bio-Techne,2023,285263000.0,1966516000.0
Bio-Techne,2024,168105000.0,2068850000.0
","corporate,year,Return on Equity
Bio-Techne,2024,8.33158627990621
Invitation Homes,2024,4.559062328705725
Revvity,2024,3.4799450925837085
Williams Companies,2024,17.916096304050246
eBay Inc.,2024,34.18729444348278
"
2141,US,fundamental,"Among Tapestry, McCormick & Company, Progressive Corporation, Roper Technologies, what is the gap in Return on Equity between the lowest-ranked company and the runner-up in 2025? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.829,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Tapestry,2024,816000000.0,2896900000.0
Tapestry,2025,183200000.0,857800000.0
McCormick & Company,2024,788500000.0,5291000000.0
McCormick & Company,2025,789400000.0,5736500000.0
Progressive Corporation,2024,8480000000.0,25591000000.0
Progressive Corporation,2025,11308000000.0,30323000000.0
Roper Technologies,2024,1549300000.0,18867600000.0
Roper Technologies,2025,1536300000.0,19881500000.0
","corporate,year,Return on Equity
McCormick & Company,2025,14.316934935388801
Progressive Corporation,2025,40.44783059698823
Roper Technologies,2025,7.929474491020437
Tapestry,2025,9.758436093429568
"
2142,US,fundamental,"In 2023, within Kroger, CenterPoint Energy, Deckers Brands, JPMorgan Chase, by how much does the company with the highest Return on Equity differ from the second-ranked company? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",30.5652,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Kroger,2022,2244000000.0,10042000000.0
Kroger,2023,2164000000.0,11615000000.0
CenterPoint Energy,2022,1057000000.0,10042000000.0
CenterPoint Energy,2023,917000000.0,9667000000.0
Deckers Brands,2022,666082000.0,1765733000.0
Deckers Brands,2023,978941000.0,2107468000.0
JPMorgan Chase,2022,37676000000.0,292332000000.0
JPMorgan Chase,2023,49552000000.0,327878000000.0
","corporate,year,Return on Equity
CenterPoint Energy,2023,9.305393475062154
Deckers Brands,2023,50.549455088956144
JPMorgan Chase,2023,15.979103851921122
Kroger,2023,19.984300687999262
"
2143,US,fundamental,"For Return on Equity in 2024, what is the difference between the top and second-place companies among Ameriprise Financial, Conagra Brands, Automatic Data Processing? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.8261,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Ameriprise Financial,2023,2556000000.0,4729000000.0
Ameriprise Financial,2024,3401000000.0,5228000000.0
Conagra Brands,2023,683600000.0,8736800000.0
Conagra Brands,2024,347200000.0,8440400000.0
Automatic Data Processing,2023,3412000000.0,3509100000.0
Automatic Data Processing,2024,3752000000.0,4547600000.0
","corporate,year,Return on Equity
Ameriprise Financial,2024,68.31374912122126
Automatic Data Processing,2024,93.1398711631313
Conagra Brands,2024,4.042568055329157
"
2144,US,fundamental,"Among Marathon Petroleum, TJX Companies, Valero Energy, Aptiv, Host Hotels & Resorts, calculate the margin between the lowest-Return on Equity company and the second-place company in 2023. (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.7728,hard,profitability,Net Income / Average Stockholders Equity * 100%,"corporate,year,NetIncome,AllEquityBalance
Marathon Petroleum,2022,14516000000.0,27715000000.0
Marathon Petroleum,2023,9681000000.0,24404000000.0
TJX Companies,2022,3498000000.0,6364000000.0
TJX Companies,2023,4474000000.0,7302000000.0
Valero Energy,2022,11528000000.0,23561000000.0
Valero Energy,2023,8835000000.0,26346000000.0
Aptiv,2022,594000000.0,8809000000.0
Aptiv,2023,2938000000.0,11548000000.0
Host Hotels & Resorts,2022,633000000.0,6710000000.0
Host Hotels & Resorts,2023,740000000.0,6633000000.0
","corporate,year,Return on Equity
Aptiv,2023,28.864763963255886
Host Hotels & Resorts,2023,11.091958330210597
Marathon Petroleum,2023,37.14959995395154
TJX Companies,2023,65.4763647007171
Valero Energy,2023,35.405854890095576
"
2145,US,fundamental,"Among DTE Energy, Yum! Brands, CDW Corporation, how much higher is the Return on Assets for the top company compared to the second place in 2019? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.9309,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
DTE Energy,2018,1120000000.0,36288000000.0
DTE Energy,2019,1169000000.0,41882000000.0
Yum! Brands,2018,1542000000.0,4130000000.0
Yum! Brands,2019,1294000000.0,5231000000.0
CDW Corporation,2018,643000000.0,7167700000.0
CDW Corporation,2019,736800000.0,7999400000.0
","corporate,year,Return on Assets
CDW Corporation,2019,9.715766362719307
DTE Energy,2019,2.9909172316745556
Yum! Brands,2019,27.64661895096678
"
2146,US,fundamental,"Among Brown & Brown, Gartner, NVR, Deckers Brands, what is the gap in Return on Assets between the lowest-ranked company and the runner-up in 2023? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.6275,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
Brown & Brown,2022,671800000.0,13973500000.0
Brown & Brown,2023,870500000.0,14883400000.0
Gartner,2022,807799000.0,7299736000.0
Gartner,2023,882466000.0,7835919000.0
NVR,2022,1725575000.0,5660973000.0
NVR,2023,1591611000.0,6601757000.0
Deckers Brands,2022,666082000.0,2556203000.0
Deckers Brands,2023,978941000.0,3135579000.0
","corporate,year,Return on Assets
Brown & Brown,2023,6.033219091447799
Deckers Brands,2023,34.398401063146835
Gartner,2023,11.66075733095132
NVR,2023,25.95851005444954
"
2147,US,fundamental,"In 2023, within Costco, Huntington Ingalls Industries, Elevance Health, by how much does the company with the highest Return on Assets differ from the second-ranked company? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2796,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
Costco,2022,5844000000.0,64166000000.0
Costco,2023,6292000000.0,68994000000.0
Huntington Ingalls Industries,2022,579000000.0,10857000000.0
Huntington Ingalls Industries,2023,681000000.0,11215000000.0
Elevance Health,2022,6025000000.0,102772000000.0
Elevance Health,2023,5987000000.0,108928000000.0
","corporate,year,Return on Assets
Costco,2023,9.450285370982277
Elevance Health,2023,5.656117146905999
Huntington Ingalls Industries,2023,6.170714026821312
"
2148,US,fundamental,"For Return on Assets in 2025, what is the difference between the top and second-place companies among News Corp (Class A), Leidos, Johnson Controls, Automatic Data Processing? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2419,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
News Corp (Class A),2024,266000000.0,16684000000.0
News Corp (Class A),2025,1180000000.0,15504000000.0
Leidos,2024,1254000000.0,13104000000.0
Leidos,2025,1448000000.0,13493000000.0
Johnson Controls,2024,1705000000.0,42695000000.0
Johnson Controls,2025,3291000000.0,37939000000.0
Automatic Data Processing,2024,3752000000.0,54362700000.0
Automatic Data Processing,2025,4079700000.0,53369300000.0
","corporate,year,Return on Assets
Automatic Data Processing,2025,7.57379423012661
Johnson Controls,2025,8.162809732867029
Leidos,2025,10.888446065345715
News Corp (Class A),2025,7.33192494097179
"
2149,US,fundamental,"Among Deckers Brands, Huntington Ingalls Industries, Fastenal, PTC Inc., Jack Henry & Associates, calculate the margin between the lowest-Return on Assets company and the second-place company in 2018. (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.8893,hard,profitability,Net Income / Average Total Assets * 100%,"corporate,year,NetIncome,Assets
Deckers Brands,2017,114394000.0,1264379000.0
Deckers Brands,2018,328934000.0,1427206000.0
Huntington Ingalls Industries,2017,479000000.0,6374000000.0
Huntington Ingalls Industries,2018,836000000.0,6383000000.0
Fastenal,2017,578600000.0,2910500000.0
Fastenal,2018,751900000.0,3321500000.0
PTC Inc.,2017,6239000.0,2360384000.0
PTC Inc.,2018,51987000.0,2329022000.0
Jack Henry & Associates,2017,245793000.0,1908945000.0
Jack Henry & Associates,2018,376660000.0,2050303000.0
","corporate,year,Return on Assets
Deckers Brands,2018,24.44165798219265
Fastenal,2018,24.130295250320923
Huntington Ingalls Industries,2018,13.106529748373442
Jack Henry & Associates,2018,19.026845501974112
PTC Inc.,2018,2.2172104526671395
"
2150,US,fundamental,"Among EPAM Systems, Bio-Techne, Marathon Petroleum, how much higher is the Return on Invested Capital for the top company compared to the second place in 2022? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.463,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
EPAM Systems,2021,533392000.0,413000.0,87317000.0,2495837000.0,16018000.0,30234000.0,50104000.0,142802000.0,1446625000.0,0.0
EPAM Systems,2022,507258000.0,1659000.0,113188000.0,3003010000.0,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0
Bio-Techne,2021,148175000.0,13952000.0,8590000.0,1571234000.0,0.0,328827000.0,11602000.0,67625000.0,199091000.0,0.0
Bio-Techne,2022,301386000.0,11309000.0,38287000.0,1701011000.0,0.0,243410000.0,11928000.0,58133000.0,172567000.0,74462000.0
Marathon Petroleum,2021,2817000000.0,1483000000.0,264000000.0,32616000000.0,0.0,24968000000.0,438000000.0,927000000.0,5548000000.0,0.0
Marathon Petroleum,2022,20469000000.0,1000000000.0,4491000000.0,34119000000.0,0.0,25634000000.0,368000000.0,841000000.0,8625000000.0,3145000000.0
","corporate,year,Return on Invested Capital
Bio-Techne,2022,15.388854315905686
EPAM Systems,2022,28.207084383548313
Marathon Petroleum,2022,32.67005555187465
"
2151,US,fundamental,"Among IBM, American Electric Power, Starbucks, United Parcel Service, 3M, what is the gap in Return on Invested Capital between the highest-ranked company and the runner-up in 2018? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",92.9565,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
IBM,2017,11400000000.0,1208000000.0,1597000000.0,17725000000.0,6987000000.0,39837000000.0,0.0,0.0,11972000000.0,608000000.0
IBM,2018,11342000000.0,1423000000.0,1745000000.0,16929000000.0,10207000000.0,35605000000.0,0.0,0.0,11379000000.0,618000000.0
American Electric Power,2017,2816200000.0,895000000.0,901500000.0,18313600000.0,1638600000.0,19419600000.0,0.0,0.0,214600000.0,161700000.0
American Electric Power,2018,1973500000.0,984400000.0,104300000.0,19059400000.0,1910000000.0,21648200000.0,0.0,0.0,234100000.0,159100000.0
Starbucks,2017,4317500000.0,92500000.0,1389100000.0,5457000000.0,0.0,3932600000.0,0.0,0.0,2462300000.0,228600000.0
Starbucks,2018,5780000000.0,170300000.0,1176900000.0,1175800000.0,0.0,9090200000.0,0.0,0.0,8756300000.0,181500000.0
United Parcel Service,2017,7148000000.0,453000000.0,2238000000.0,1030000000.0,4011000000.0,20278000000.0,0.0,0.0,3320000000.0,749000000.0
United Parcel Service,2018,6019000000.0,605000000.0,1228000000.0,3037000000.0,2805000000.0,19931000000.0,0.0,0.0,4225000000.0,810000000.0
3M,2017,7548000000.0,0.0,2679000000.0,11622000000.0,1853000000.0,12096000000.0,0.0,0.0,3053000000.0,0.0
3M,2018,7000000000.0,0.0,1637000000.0,9848000000.0,1211000000.0,13411000000.0,0.0,0.0,2853000000.0,380000000.0
","corporate,year,Return on Invested Capital
3M,2018,24.51376985487373
American Electric Power,2018,6.8987383587646836
IBM,2018,21.031548629844423
Starbucks,2018,118.0710911894395
United Parcel Service,2018,25.11464006923678
"
2152,US,fundamental,"In 2022, within United Parcel Service, Dow Inc., IBM, Bio-Techne, by how much does the company with the highest Return on Invested Capital differ from the second-ranked company? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.2722,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
United Parcel Service,2021,16595000000.0,694000000.0,3705000000.0,14269000000.0,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0
United Parcel Service,2022,14825000000.0,704000000.0,3277000000.0,19803000000.0,0.0,17321000000.0,621000000.0,3238000000.0,5602000000.0,1993000000.0
Dow Inc.,2021,8145000000.0,731000000.0,1740000000.0,18739000000.0,161000000.0,14280000000.0,314000000.0,1149000000.0,2988000000.0,0.0
Dow Inc.,2022,6090000000.0,662000000.0,1450000000.0,21247000000.0,362000000.0,14698000000.0,287000000.0,997000000.0,3886000000.0,0.0
IBM,2021,4837000000.0,1512000000.0,2103000000.0,18996000000.0,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0
IBM,2022,1156000000.0,1401000000.0,1865000000.0,22021000000.0,4760000000.0,46189000000.0,874000000.0,2190000000.0,7886000000.0,0.0
Bio-Techne,2021,148175000.0,13952000.0,8590000.0,1571234000.0,0.0,328827000.0,11602000.0,67625000.0,199091000.0,0.0
Bio-Techne,2022,301386000.0,11309000.0,38287000.0,1701011000.0,0.0,243410000.0,11928000.0,58133000.0,172567000.0,74462000.0
","corporate,year,Return on Invested Capital
Bio-Techne,2022,15.388854315905686
Dow Inc.,2022,15.741679780847468
IBM,2022,-2.3124936827498264
United Parcel Service,2022,40.01384014831743
"
2153,US,fundamental,"For Return on Invested Capital in 2019, what is the difference between the top and second-place companies among Moody's Corporation, PPG Industries, IBM, 3M? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.4727,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
Moody's Corporation,2018,1671000000.0,216000000.0,351600000.0,656500000.0,0.0,5226100000.0,0.0,0.0,1685000000.0,132500000.0
Moody's Corporation,2019,1810000000.0,208000000.0,381000000.0,831000000.0,0.0,5581000000.0,89000000.0,485000000.0,1832000000.0,98000000.0
PPG Industries,2018,1693000000.0,118000000.0,353000000.0,4732000000.0,651000000.0,4365000000.0,0.0,0.0,902000000.0,61000000.0
PPG Industries,2019,1661000000.0,132000000.0,392000000.0,5403000000.0,513000000.0,4539000000.0,170000000.0,622000000.0,1216000000.0,57000000.0
IBM,2018,11342000000.0,1423000000.0,1745000000.0,16929000000.0,10207000000.0,35605000000.0,0.0,0.0,11379000000.0,618000000.0
IBM,2019,10166000000.0,1685000000.0,2091000000.0,20985000000.0,8797000000.0,54102000000.0,1380000000.0,3879000000.0,8172000000.0,696000000.0
3M,2018,7000000000.0,0.0,1637000000.0,9848000000.0,1211000000.0,13411000000.0,0.0,0.0,2853000000.0,380000000.0
3M,2019,5712000000.0,0.0,1130000000.0,10126000000.0,0.0,17518000000.0,247000000.0,607000000.0,0.0,98000000.0
","corporate,year,Return on Invested Capital
3M,2019,18.462034369522733
IBM,2019,14.369549046232184
Moody's Corporation,2019,34.9347463482614
PPG Industries,2019,14.604698354061574
"
2154,US,fundamental,"Among IBM, PPG Industries, EPAM Systems, Bio-Techne, calculate the margin between the highest-Return on Invested Capital company and the second-place company in 2023. (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.8681,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
IBM,2022,1156000000.0,1401000000.0,1865000000.0,22021000000.0,4760000000.0,46189000000.0,874000000.0,2190000000.0,7886000000.0,0.0
IBM,2023,8690000000.0,1668000000.0,1564000000.0,22613000000.0,6426000000.0,50121000000.0,820000000.0,2568000000.0,13068000000.0,0.0
PPG Industries,2022,1381000000.0,167000000.0,325000000.0,6709000000.0,313000000.0,6503000000.0,183000000.0,636000000.0,1099000000.0,55000000.0
PPG Industries,2023,1748000000.0,247000000.0,439000000.0,8023000000.0,306000000.0,5748000000.0,194000000.0,622000000.0,1514000000.0,75000000.0
EPAM Systems,2022,507258000.0,1659000.0,113188000.0,3003010000.0,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0
EPAM Systems,2023,536585000.0,4698000.0,177426000.0,3471470000.0,0.0,26126000.0,36558000.0,109261000.0,2036235000.0,60739000.0
Bio-Techne,2022,301386000.0,11309000.0,38287000.0,1701011000.0,0.0,243410000.0,11928000.0,58133000.0,172567000.0,74462000.0
Bio-Techne,2023,338659000.0,11215000.0,53217000.0,1966516000.0,0.0,350000000.0,11199000.0,93766000.0,180571000.0,23739000.0
","corporate,year,Return on Invested Capital
Bio-Techne,2023,14.801631008051036
EPAM Systems,2023,23.669684077985558
IBM,2023,12.34312551072866
PPG Industries,2023,11.277779054158284
"
2155,US,fundamental,"Among Microsoft, RTX Corporation, Broadcom, Nordson Corporation, Supermicro, how much lower is the Days Inventory Outstanding for the top company compared to the second place in 2022? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",34.357,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Microsoft,2021,52232000000.0,2636000000.0
Microsoft,2022,62650000000.0,3742000000.0
RTX Corporation,2021,51897000000.0,9178000000.0
RTX Corporation,2022,53406000000.0,10617000000.0
Broadcom,2021,10606000000.0,1297000000.0
Broadcom,2022,11108000000.0,1925000000.0
Nordson Corporation,2021,1038129000.0,327195000.0
Nordson Corporation,2022,1163742000.0,383398000.0
Supermicro,2021,3022884000.0,1040964000.0
Supermicro,2022,4396098000.0,1545606000.0
","corporate,year,Days Inventory Outstanding
Broadcom,2022,52.93617212819589
Microsoft,2022,18.579169992019153
Nordson Corporation,2022,111.43640299997766
RTX Corporation,2022,67.64385087817848
Supermicro,2022,107.37909505202113
"
2156,US,fundamental,"Among Snap-on, Lululemon Athletica, Sherwin-Williams, McCormick & Company, what is the gap in Days Inventory Outstanding between the highest-ranked company and the runner-up in 2022? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.1953,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Snap-on,2021,2218900000.0,803800000.0
Snap-on,2022,2395400000.0,1033100000.0
Lululemon Athletica,2021,2648052000.0,966481000.0
Lululemon Athletica,2022,3618178000.0,1447367000.0
Sherwin-Williams,2021,11401900000.0,1927200000.0
Sherwin-Williams,2022,12823800000.0,2626500000.0
McCormick & Company,2021,3823300000.0,1182300000.0
McCormick & Company,2022,4076000000.0,1340100000.0
","corporate,year,Days Inventory Outstanding
Lululemon Athletica,2022,121.7538938106417
McCormick & Company,2022,112.93866535819431
Sherwin-Williams,2022,64.80530342020306
Snap-on,2022,139.94917341571346
"
2157,US,fundamental,"In 2024, within Ross Stores, Labcorp, Philip Morris International, CMS Energy, by how much does the company with the highest Days Inventory Outstanding differ from the second-ranked company? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",182.4134,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Ross Stores,2023,14801601000.0,2192220000.0
Ross Stores,2024,15260506000.0,2444513000.0
Labcorp,2023,8796700000.0,474600000.0
Labcorp,2024,9384500000.0,493200000.0
Philip Morris International,2023,12893000000.0,10774000000.0
Philip Morris International,2024,13329000000.0,9453000000.0
CMS Energy,2023,2277000000.0,587000000.0
CMS Energy,2024,1973000000.0,435000000.0
","corporate,year,Days Inventory Outstanding
CMS Energy,2024,94.53370501773948
Labcorp,2024,18.82076828813469
Philip Morris International,2024,276.9470702978468
Ross Stores,2024,55.45057106887543
"
2158,US,fundamental,"For Days Inventory Outstanding in 2022, what is the difference between the top and second-place companies among Walmart, AES Corporation, Axon Enterprise? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",78.5958,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Walmart,2021,429000000000.0,56511000000.0
Walmart,2022,463721000000.0,56576000000.0
AES Corporation,2021,8430000000.0,604000000.0
AES Corporation,2022,10069000000.0,1055000000.0
Axon Enterprise,2021,322471000.0,108688000.0
Axon Enterprise,2022,461297000.0,202471000.0
","corporate,year,Days Inventory Outstanding
AES Corporation,2022,30.06927202304102
Axon Enterprise,2022,123.10185737171497
Walmart,2022,44.506023018151
"
2159,US,fundamental,"Among Stryker Corporation, Bristol Myers Squibb, Western Digital, calculate the margin between the lowest-Days Inventory Outstanding company and the second-place company in 2017. (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.7656,hard,operational efficiency,Average Inventory / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Stryker Corporation,2016,3830000000.0,2030000000.0
Stryker Corporation,2017,4271000000.0,2465000000.0
Bristol Myers Squibb,2016,4946000000.0,1241000000.0
Bristol Myers Squibb,2017,6066000000.0,1166000000.0
Western Digital,2016,9559000000.0,2129000000.0
Western Digital,2017,13021000000.0,2341000000.0
","corporate,year,Days Inventory Outstanding
Bristol Myers Squibb,2017,72.4163369601055
Stryker Corporation,2017,192.07152891594475
Western Digital,2017,62.65071807080869
"
2160,US,fundamental,"Among Dow Inc., Motorola Solutions, CME Group, ServiceNow, how much lower is the Days Sales Outstanding for the top company compared to the second place in 2020? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.2326,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Dow Inc.,2019,42951000000.0,4844000000.0
Dow Inc.,2020,38542000000.0,4839000000.0
Motorola Solutions,2019,7887000000.0,1412000000.0
Motorola Solutions,2020,7414000000.0,1390000000.0
CME Group,2019,4868000000.0,491800000.0
CME Group,2020,4883600000.0,461300000.0
ServiceNow,2019,3460437000.0,835279000.0
ServiceNow,2020,4519484000.0,1009415000.0
","corporate,year,Days Sales Outstanding
CME Group,2020,35.61732123843066
Dow Inc.,2020,45.84991697369104
Motorola Solutions,2020,68.97288912867548
ServiceNow,2020,74.49006457374338
"
2161,US,fundamental,"Among Nike, Jabil, Merck & Co., Warner Bros. Discovery, what is the gap in Days Sales Outstanding between the lowest-ranked company and the runner-up in 2023? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.8401,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Nike,2022,46710000000.0,4667000000.0
Nike,2023,51217000000.0,4131000000.0
Jabil,2022,33478000000.0,3995000000.0
Jabil,2023,34702000000.0,3647000000.0
Merck & Co.,2022,59283000000.0,9450000000.0
Merck & Co.,2023,60115000000.0,10349000000.0
Warner Bros. Discovery,2022,33817000000.0,6380000000.0
Warner Bros. Discovery,2023,41321000000.0,6047000000.0
","corporate,year,Days Sales Outstanding
Jabil,2023,40.189758515359344
Merck & Co.,2023,60.10675372203277
Nike,2023,31.349649530429346
Warner Bros. Discovery,2023,54.8855908617894
"
2162,US,fundamental,"In 2023, within Paycom, Baxter International, Williams Companies, Western Digital, by how much does the company with the highest Days Sales Outstanding differ from the second-ranked company? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.3533,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Paycom,2022,1375218000.0,22843000.0
Paycom,2023,1693674000.0,16442000.0
Baxter International,2022,15113000000.0,2659000000.0
Baxter International,2023,14813000000.0,2690000000.0
Williams Companies,2022,10965000000.0,2723000000.0
Williams Companies,2023,10907000000.0,1655000000.0
Western Digital,2022,18793000000.0,2804000000.0
Western Digital,2023,12318000000.0,1598000000.0
","corporate,year,Days Sales Outstanding
Baxter International,2023,65.90106663066226
Paycom,2023,4.2331124525735175
Western Digital,2023,65.2187855171294
Williams Companies,2023,73.2543320803154
"
2163,US,fundamental,"For Days Sales Outstanding in 2023, what is the difference between the top and second-place companies among Paychex, Johnson & Johnson, Visa Inc.? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.3008,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Paychex,2022,4554000000.0,723800000.0
Paychex,2023,4907300000.0,873300000.0
Johnson & Johnson,2022,94943000000.0,16160000000.0
Johnson & Johnson,2023,85159000000.0,14873000000.0
Visa Inc.,2022,29310000000.0,2020000000.0
Visa Inc.,2023,32653000000.0,2291000000.0
","corporate,year,Days Sales Outstanding
Johnson & Johnson,2023,66.50527249028288
Paychex,2023,59.39533959611191
Visa Inc.,2023,24.094493614675528
"
2164,US,fundamental,"Among Estée Lauder Companies (The), Deckers Brands, Southwest Airlines, calculate the margin between the highest-Days Sales Outstanding company and the second-place company in 2024. (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.1304,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"corporate,year,Revenue,TradeReceivables
Estée Lauder Companies (The),2023,15910000000.0,1452000000.0
Estée Lauder Companies (The),2024,15608000000.0,1727000000.0
Deckers Brands,2023,4287763000.0,296565000.0
Deckers Brands,2024,4985612000.0,332872000.0
Southwest Airlines,2023,26091000000.0,1154000000.0
Southwest Airlines,2024,27483000000.0,1110000000.0
","corporate,year,Days Sales Outstanding
Deckers Brands,2024,23.040752569594265
Estée Lauder Companies (The),2024,37.17116222450026
Southwest Airlines,2024,15.034021031182913
"
2165,US,fundamental,"Among Visa Inc., Chipotle Mexican Grill, Meta Platforms, Emerson Electric, American Electric Power, how much higher is the Days Payable Outstanding for the top company compared to the second place in 2020? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",91.5186,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Visa Inc.,2019,3444000000.0,156000000.0
Visa Inc.,2020,3785000000.0,174000000.0
Chipotle Mexican Grill,2019,1847916000.0,115816000.0
Chipotle Mexican Grill,2020,1932766000.0,121990000.0
Meta Platforms,2019,12770000000.0,886000000.0
Meta Platforms,2020,16692000000.0,1093000000.0
Emerson Electric,2019,10557000000.0,1874000000.0
Emerson Electric,2020,9776000000.0,1715000000.0
American Electric Power,2019,5106100000.0,2085800000.0
American Electric Power,2020,4369700000.0,1709700000.0
","corporate,year,Days Payable Outstanding
American Electric Power,2020,158.51860539625144
Chipotle Mexican Grill,2020,22.45465565929864
Emerson Electric,2020,67.00005114566284
Meta Platforms,2020,21.637161514497965
Visa Inc.,2020,15.911492734478204
"
2166,US,fundamental,"Among Textron, Bristol Myers Squibb, Cardinal Health, what is the gap in Days Payable Outstanding between the highest-ranked company and the runner-up in 2022? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",54.7609,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Textron,2021,10297000000.0,786000000.0
Textron,2022,10800000000.0,1018000000.0
Bristol Myers Squibb,2021,9940000000.0,2949000000.0
Bristol Myers Squibb,2022,10137000000.0,3040000000.0
Cardinal Health,2021,155689000000.0,23700000000.0
Cardinal Health,2022,174819000000.0,27128000000.0
","corporate,year,Days Payable Outstanding
Bristol Myers Squibb,2022,107.8220874025846
Cardinal Health,2022,53.06122332240774
Textron,2022,30.48425925925926
"
2167,US,fundamental,"In 2024, within Qualcomm, RTX Corporation, Ball Corporation, Southern Company, by how much does the company with the lowest Days Payable Outstanding differ from the second-ranked company? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.8188,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Qualcomm,2023,15869000000.0,1912000000.0
Qualcomm,2024,17060000000.0,2584000000.0
RTX Corporation,2023,56831000000.0,10698000000.0
RTX Corporation,2024,65328000000.0,12897000000.0
Ball Corporation,2023,11359000000.0,3753000000.0
Ball Corporation,2024,9354000000.0,3418000000.0
Southern Company,2023,7452000000.0,2898000000.0
Southern Company,2024,6843000000.0,3701000000.0
","corporate,year,Days Payable Outstanding
Ball Corporation,2024,139.9088625187086
Qualcomm,2024,48.09613130128957
RTX Corporation,2024,65.91488335782513
Southern Company,2024,175.99262019582054
"
2168,US,fundamental,"For Days Payable Outstanding in 2021, what is the difference between the top and second-place companies among Waste Management, Keurig Dr Pepper, Medtronic, Estée Lauder Companies (The)? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",121.0965,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Waste Management,2020,9341000000.0,1121000000.0
Waste Management,2021,11111000000.0,1375000000.0
Keurig Dr Pepper,2020,5132000000.0,3740000000.0
Keurig Dr Pepper,2021,5706000000.0,4316000000.0
Medtronic,2020,9424000000.0,1996000000.0
Medtronic,2021,10483000000.0,2106000000.0
Estée Lauder Companies (The),2020,3552000000.0,1177000000.0
Estée Lauder Companies (The),2021,3834000000.0,1692000000.0
","corporate,year,Days Payable Outstanding
Estée Lauder Companies (The),2021,136.56559728742826
Keurig Dr Pepper,2021,257.6621100595864
Medtronic,2021,71.41228655919107
Waste Management,2021,40.99720997209972
"
2169,US,fundamental,"Among Booking Holdings, Targa Resources, Trade Desk (The), Bristol Myers Squibb, United Airlines Holdings, calculate the margin between the lowest-Days Payable Outstanding company and the second-place company in 2019. (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.3863,hard,operational efficiency,Average Trade Payables / COGS * 365,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Booking Holdings,2018,2042000000.0,1134000000.0
Booking Holdings,2019,2248000000.0,1239000000.0
Targa Resources,2018,8238200000.0,1737300000.0
Targa Resources,2019,6118500000.0,1379900000.0
Trade Desk (The),2018,114098000.0,669147000.0
Trade Desk (The),2019,156180000.0,868618000.0
Bristol Myers Squibb,2018,6547000000.0,1892000000.0
Bristol Myers Squibb,2019,8078000000.0,2445000000.0
United Airlines Holdings,2018,11458000000.0,2363000000.0
United Airlines Holdings,2019,12071000000.0,2703000000.0
","corporate,year,Days Payable Outstanding
Booking Holdings,2019,192.64790925266905
Bristol Myers Squibb,2019,97.98248328794256
Targa Resources,2019,92.97850780420039
Trade Desk (The),2019,1796.9145377128953
United Airlines Holdings,2019,76.5922458785519
"
2170,US,fundamental,"Among EOG Resources, Jabil, AES Corporation, how much lower is the Operating Cycle for the top company compared to the second place in 2019? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.8227,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
EOG Resources,2018,746876000.0,859359000.0,17275399000.0,1915215000.0
EOG Resources,2019,758300000.0,767297000.0,17379973000.0,2001658000.0
Jabil,2018,20388624000.0,3457706000.0,22095416000.0,1693268000.0
Jabil,2019,23368919000.0,3023003000.0,25282320000.0,2745226000.0
AES Corporation,2018,8163000000.0,577000000.0,10736000000.0,1595000000.0
AES Corporation,2019,7840000000.0,487000000.0,10189000000.0,1479000000.0
","corporate,year,Operating Cycle
AES Corporation,2019,79.82772562847889
EOG Resources,2019,432.61665272866884
Jabil,2019,82.65040936126024
"
2171,US,fundamental,"Among CDW Corporation, EOG Resources, Constellation Brands, Dell Technologies, Kroger, what is the gap in Operating Cycle between the lowest-ranked company and the runner-up in 2023? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.4307,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
CDW Corporation,2022,19062100000.0,800200000.0,23748700000.0,4461300000.0
CDW Corporation,2023,16723600000.0,668100000.0,21376000000.0,4567500000.0
EOG Resources,2022,966000000.0,1058000000.0,29492000000.0,2774000000.0
EOG Resources,2023,957000000.0,1275000000.0,23182000000.0,2716000000.0
Constellation Brands,2022,4683600000.0,1898700000.0,10177200000.0,901600000.0
Constellation Brands,2023,4944300000.0,2078300000.0,10711000000.0,832800000.0
Dell Technologies,2022,79615000000.0,4776000000.0,102301000000.0,12482000000.0
Dell Technologies,2023,67556000000.0,3622000000.0,88425000000.0,9343000000.0
Kroger,2022,116480000000.0,9756000000.0,148258000000.0,2234000000.0
Kroger,2023,116675000000.0,9414000000.0,150039000000.0,2136000000.0
","corporate,year,Operating Cycle
CDW Corporation,2023,93.10754363244857
Constellation Brands,2023,176.34748111797558
Dell Technologies,2023,67.73141125628392
EOG Resources,2023,488.1232989202609
Kroger,2023,35.30066665775248
"
2172,US,fundamental,"In 2024, within Zoetis, Teradyne, NRG Energy, by how much does the company with the lowest Operating Cycle differ from the second-ranked company? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",98.0941,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Zoetis,2023,2561000000.0,2564000000.0,8544000000.0,1304000000.0
Zoetis,2024,2719000000.0,2306000000.0,9256000000.0,1316000000.0
Teradyne,2023,1139550000.0,309974000.0,2676298000.0,422124000.0
Teradyne,2024,1170953000.0,298492000.0,2819880000.0,471426000.0
NRG Energy,2023,26526000000.0,607000000.0,28823000000.0,3542000000.0
NRG Energy,2024,22100000000.0,478000000.0,28130000000.0,3488000000.0
","corporate,year,Operating Cycle
NRG Energy,2024,54.56862229017506
Teradyne,2024,152.66277199277374
Zoetis,2024,378.534073342842
"
2173,US,fundamental,"For Operating Cycle in 2018, what is the difference between the top and second-place companies among Hasbro, Omnicom Group, PepsiCo? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.5259,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
Hasbro,2017,2033693000.0,433293000.0,5209782000.0,1405399000.0
Hasbro,2018,1850678000.0,443383000.0,4579646000.0,1188052000.0
Omnicom Group,2017,12481800000.0,1110600000.0,15273600000.0,8083800000.0
Omnicom Group,2018,12437300000.0,1161500000.0,15290200000.0,7666100000.0
PepsiCo,2017,28785000000.0,2947000000.0,63525000000.0,7024000000.0
PepsiCo,2018,29381000000.0,3128000000.0,64661000000.0,7142000000.0
","corporate,year,Operating Cycle
Hasbro,2018,189.80086868587458
Omnicom Group,2018,221.32675703799814
PepsiCo,2018,77.71713791127243
"
2174,US,fundamental,"Among O’Reilly Automotive, Vulcan Materials Company, Packaging Corporation of America, Baxter International, calculate the margin between the lowest-Operating Cycle company and the second-place company in 2022. (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.453,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
O’Reilly Automotive,2021,6307614000.0,3686383000.0,13327563000.0,272562000.0
O’Reilly Automotive,2022,7028154000.0,4359126000.0,14409860000.0,343155000.0
Vulcan Materials Company,2021,4178800000.0,521300000.0,5552200000.0,783200000.0
Vulcan Materials Company,2022,5757500000.0,579300000.0,7315200000.0,845600000.0
Packaging Corporation of America,2021,5857300000.0,902500000.0,7730300000.0,1071000000.0
Packaging Corporation of America,2022,6387400000.0,977300000.0,8478000000.0,1031800000.0
Baxter International,2021,7679000000.0,2453000000.0,12784000000.0,2629000000.0
Baxter International,2022,9716000000.0,2718000000.0,15113000000.0,2659000000.0
","corporate,year,Operating Cycle
Baxter International,2022,160.98550251410555
O’Reilly Automotive,2022,216.71566477635884
Packaging Corporation of America,2022,98.97492301409069
Vulcan Materials Company,2022,75.52197204452787
"
2175,US,fundamental,"Among F5, Nike, Textron, how much higher is the Cash Conversion Cycle for the top company compared to the second place in 2023? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.1882,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
F5,2022,539627000.0,68365000.0,2695845000.0,469979000.0,113178000.0
F5,2023,593308000.0,35874000.0,2813169000.0,454832000.0,63315000.0
Nike,2022,25231000000.0,8420000000.0,46710000000.0,4667000000.0,3358000000.0
Nike,2023,28925000000.0,8454000000.0,51217000000.0,4131000000.0,2862000000.0
Textron,2022,10800000000.0,3550000000.0,12869000000.0,855000000.0,1018000000.0
Textron,2023,11405000000.0,3914000000.0,13683000000.0,868000000.0,1023000000.0
","corporate,year,Cash Conversion Cycle
F5,2023,37.77054448917783
Nike,2023,98.5702199712245
Textron,2023,109.75839855809454
"
2176,US,fundamental,"Among Intuitive Surgical, Ecolab, Chipotle Mexican Grill, what is the gap in Cash Conversion Cycle between the highest-ranked company and the runner-up in 2023? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",122.7881,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Intuitive Surgical,2022,2026200000.0,893200000.0,6222200000.0,942100000.0,147000000.0
Intuitive Surgical,2023,2394600000.0,1220600000.0,7124100000.0,1130200000.0,188700000.0
Ecolab,2022,8831000000.0,1792800000.0,14187800000.0,2698100000.0,1728200000.0
Ecolab,2023,9154900000.0,1497200000.0,15320200000.0,2834200000.0,1566300000.0
Chipotle Mexican Grill,2022,2602245000.0,35668000.0,8634652000.0,106880000.0,184566000.0
Chipotle Mexican Grill,2023,2912564000.0,39309000.0,9871649000.0,115535000.0,197646000.0
","corporate,year,Cash Conversion Cycle
Chipotle Mexican Grill,2023,-15.139362409443175
Ecolab,2023,65.81313789860035
Intuitive Surgical,2023,188.6012659365016
"
2177,US,fundamental,"In 2020, within Cummins, Corning Inc., Southwest Airlines, Parker Hannifin, by how much does the company with the highest Cash Conversion Cycle differ from the second-ranked company? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",29.0375,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Cummins,2019,17591000000.0,3486000000.0,23571000000.0,3387000000.0,2534000000.0
Cummins,2020,14917000000.0,3425000000.0,19811000000.0,3440000000.0,2820000000.0
Corning Inc.,2019,7468000000.0,2320000000.0,11503000000.0,1836000000.0,1587000000.0
Corning Inc.,2020,7772000000.0,2438000000.0,11303000000.0,2133000000.0,1174000000.0
Southwest Airlines,2019,8293000000.0,529000000.0,22428000000.0,1086000000.0,1574000000.0
Southwest Airlines,2020,6811000000.0,414000000.0,9048000000.0,1130000000.0,931000000.0
Parker Hannifin,2019,10703484000.0,1678132000.0,14320324000.0,0.0,1413155000.0
Parker Hannifin,2020,10286518000.0,1814631000.0,13695520000.0,0.0,1111759000.0
","corporate,year,Cash Conversion Cycle
Corning Inc.,2020,110.97710610011625
Cummins,2020,81.93959597488349
Parker Hannifin,2020,17.171256833459097
Southwest Airlines,2020,2.843551499946571
"
2178,US,fundamental,"For Cash Conversion Cycle in 2019, what is the difference between the top and second-place companies among Amazon, Electronic Arts, Textron? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.8005,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
Amazon,2018,139156000000.0,17174000000.0,232887000000.0,16677000000.0,38192000000.0
Amazon,2019,165536000000.0,20497000000.0,280522000000.0,20816000000.0,47183000000.0
Electronic Arts,2018,1322000000.0,0.0,4950000000.0,623000000.0,113000000.0
Electronic Arts,2019,1369000000.0,0.0,5537000000.0,461000000.0,68000000.0
Textron,2018,11594000000.0,3818000000.0,13972000000.0,1462000000.0,1099000000.0
Textron,2019,11406000000.0,4069000000.0,13630000000.0,921000000.0,1378000000.0
","corporate,year,Cash Conversion Cycle
Amazon,2019,-28.200740401907055
Electronic Arts,2019,11.599807747943874
Textron,2019,118.46927068800207
"
2179,US,fundamental,"Among General Mills, Zimmer Biomet, Constellation Brands, calculate the margin between the lowest-Cash Conversion Cycle company and the second-place company in 2025. (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",93.3479,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"corporate,year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
General Mills,2024,12925100000.0,1898200000.0,19857200000.0,1696200000.0,3987800000.0
General Mills,2025,12753600000.0,1910800000.0,19486600000.0,1795900000.0,4009500000.0
Zimmer Biomet,2024,2191200000.0,2235300000.0,7678600000.0,1480700000.0,194600000.0
Zimmer Biomet,2025,2493700000.0,2286400000.0,8231500000.0,1704400000.0,303000000.0
Constellation Brands,2024,4894100000.0,1437200000.0,10956900000.0,736500000.0,939800000.0
Constellation Brands,2025,4427500000.0,1433900000.0,9755500000.0,658200000.0,960200000.0
","corporate,year,Cash Conversion Cycle
Constellation Brands,2025,66.11960699405373
General Mills,2025,-27.228305611274948
Zimmer Biomet,2025,365.11806879741613
"
2180,US,fundamental,"Among Vulcan Materials Company, ResMed, Boston Scientific, Church & Dwight, Nucor, how much higher is the Inventory Turnover for the top company compared to the second place in 2018? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6056,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Vulcan Materials Company,2017,2889735000.0,384338000.0
Vulcan Materials Company,2018,3281924000.0,429330000.0
ResMed,2017,864992000.0,268319000.0
ResMed,2018,978032000.0,268701000.0
Boston Scientific,2017,2593000000.0,1078000000.0
Boston Scientific,2018,2813000000.0,1166000000.0
Church & Dwight,2017,2046600000.0,330700000.0
Church & Dwight,2018,2305100000.0,382800000.0
Nucor,2017,17682986000.0,3461686000.0
Nucor,2018,20771871000.0,4553500000.0
","corporate,year,Inventory Turnover
Boston Scientific,2018,2.5071301247771838
Church & Dwight,2018,6.461387526278907
Nucor,2018,5.18312887561187
ResMed,2018,3.6424416222859484
Vulcan Materials Company,2018,8.066985551846699
"
2181,US,fundamental,"Among Dow Inc., Apple Inc., Amgen, Zebra Technologies, what is the gap in Inventory Turnover between the lowest-ranked company and the runner-up in 2024? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8738,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Dow Inc.,2023,39742000000.0,6076000000.0
Dow Inc.,2024,38358000000.0,6544000000.0
Apple Inc.,2023,214137000000.0,6331000000.0
Apple Inc.,2024,210352000000.0,7286000000.0
Amgen,2023,8451000000.0,9518000000.0
Amgen,2024,12858000000.0,6998000000.0
Zebra Technologies,2023,2461000000.0,804000000.0
Zebra Technologies,2024,2568000000.0,693000000.0
","corporate,year,Inventory Turnover
Amgen,2024,1.5570356018406393
Apple Inc.,2024,30.895498274216052
Dow Inc.,2024,6.07892234548336
Zebra Technologies,2024,3.4308617234468937
"
2182,US,fundamental,"In 2025, within General Mills, Cummins, Moderna, Ross Stores, by how much does the company with the highest Inventory Turnover differ from the second-ranked company? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2155,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
General Mills,2024,12925100000.0,1898200000.0
General Mills,2025,12753600000.0,1910800000.0
Cummins,2024,25663000000.0,5742000000.0
Cummins,2025,25154000000.0,5822000000.0
Moderna,2024,1464000000.0,117000000.0
Moderna,2025,868000000.0,153000000.0
Ross Stores,2024,15260506000.0,2444513000.0
Ross Stores,2025,16447256000.0,2630970000.0
","corporate,year,Inventory Turnover
Cummins,2025,4.350397786233137
General Mills,2025,6.6965607771068525
Moderna,2025,6.42962962962963
Ross Stores,2025,6.481060423214894
"
2183,US,fundamental,"For Inventory Turnover in 2022, what is the difference between the top and second-place companies among Edwards Lifesciences, Constellation Brands, Lam Research, Merck & Co.? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1239,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
Edwards Lifesciences,2021,1248900000.0,726700000.0
Edwards Lifesciences,2022,1080400000.0,875500000.0
Constellation Brands,2021,4113400000.0,1573200000.0
Constellation Brands,2022,4683600000.0,1898700000.0
Lam Research,2021,7820844000.0,2689294000.0
Lam Research,2022,9355232000.0,3966294000.0
Merck & Co.,2021,13626000000.0,5953000000.0
Merck & Co.,2022,17411000000.0,5911000000.0
","corporate,year,Inventory Turnover
Constellation Brands,2022,2.6980039747688584
Edwards Lifesciences,2022,1.3486456122831108
Lam Research,2022,2.81124132082695
Merck & Co.,2022,2.9350977747808495
"
2184,US,fundamental,"Among RTX Corporation, Colgate-Palmolive, Nordson Corporation, Valero Energy, calculate the margin between the highest-Inventory Turnover company and the second-place company in 2022. (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",19.1239,hard,operational efficiency,COGS / Average Inventory,"corporate,year,CostOfGoodsAndServicesSold,Inventories
RTX Corporation,2021,51897000000.0,9178000000.0
RTX Corporation,2022,53406000000.0,10617000000.0
Colgate-Palmolive,2021,7046000000.0,1692000000.0
Colgate-Palmolive,2022,7719000000.0,2074000000.0
Nordson Corporation,2021,1038129000.0,327195000.0
Nordson Corporation,2022,1163742000.0,383398000.0
Valero Energy,2021,110848000000.0,6265000000.0
Valero Energy,2022,159587000000.0,6752000000.0
","corporate,year,Inventory Turnover
Colgate-Palmolive,2022,4.099309612320765
Nordson Corporation,2022,3.2754108188512974
RTX Corporation,2022,5.395908057590301
Valero Energy,2022,24.519781823768916
"
2185,US,fundamental,"Among Leidos, McCormick & Company, Quanta Services, Warner Bros. Discovery, CBRE Group, how much lower is the Receivables Turnover for the top company compared to the second place in 2020? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0275,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Leidos,2019,11094000000.0,1734000000.0
Leidos,2020,12297000000.0,2137000000.0
McCormick & Company,2019,5347400000.0,502900000.0
McCormick & Company,2020,5601300000.0,528500000.0
Quanta Services,2019,12112153000.0,2747911000.0
Quanta Services,2020,11202672000.0,2716083000.0
Warner Bros. Discovery,2019,11144000000.0,2633000000.0
Warner Bros. Discovery,2020,10671000000.0,2537000000.0
CBRE Group,2019,23894091000.0,4466674000.0
CBRE Group,2020,23826195000.0,4394954000.0
","corporate,year,Receivables Turnover
CBRE Group,2020,5.377385509750579
Leidos,2020,6.3533970550245416
McCormick & Company,2020,10.861547411285631
Quanta Services,2020,4.10054330220714
Warner Bros. Discovery,2020,4.128046421663443
"
2186,US,fundamental,"Among Textron, Cencora, Las Vegas Sands, Deckers Brands, Paychex, what is the gap in Receivables Turnover between the highest-ranked company and the runner-up in 2022? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3241,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Textron,2021,12382000000.0,838000000.0
Textron,2022,12869000000.0,855000000.0
Cencora,2021,213988843000.0,18167175000.0
Cencora,2022,238587006000.0,18452675000.0
Las Vegas Sands,2021,4234000000.0,202000000.0
Las Vegas Sands,2022,4110000000.0,267000000.0
Deckers Brands,2021,3150339000.0,302688000.0
Deckers Brands,2022,3627286000.0,301511000.0
Paychex,2021,3997500000.0,578300000.0
Paychex,2022,4554000000.0,723800000.0
","corporate,year,Receivables Turnover
Cencora,2022,13.030474237333031
Deckers Brands,2022,12.00692487077933
Las Vegas Sands,2022,17.526652452025587
Paychex,2022,6.994854465862837
Textron,2022,15.202598936798582
"
2187,US,fundamental,"In 2023, within Henry Schein, Lamb Weston, Hubbell Incorporated, Dell Technologies, Charter Communications, by how much does the company with the highest Receivables Turnover differ from the second-ranked company? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.4203,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Henry Schein,2022,12647000000.0,1442000000.0
Henry Schein,2023,12339000000.0,1863000000.0
Lamb Weston,2022,4098900000.0,447300000.0
Lamb Weston,2023,5350600000.0,724200000.0
Hubbell Incorporated,2022,4947900000.0,741600000.0
Hubbell Incorporated,2023,5372900000.0,785400000.0
Dell Technologies,2022,102301000000.0,12482000000.0
Dell Technologies,2023,88425000000.0,9343000000.0
Charter Communications,2022,54022000000.0,2921000000.0
Charter Communications,2023,54607000000.0,2965000000.0
","corporate,year,Receivables Turnover
Charter Communications,2023,18.554875976894326
Dell Technologies,2023,8.103092783505154
Henry Schein,2023,7.466868381240545
Hubbell Incorporated,2023,7.037197118533071
Lamb Weston,2023,9.134613743064447
"
2188,US,fundamental,"For Receivables Turnover in 2025, what is the difference between the top and second-place companies among Apple Inc., DaVita, Kraft Heinz, PayPal, Equifax? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9433,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Apple Inc.,2024,391035000000.0,33410000000.0
Apple Inc.,2025,416161000000.0,39777000000.0
DaVita,2024,12815550000.0,2146975000.0
DaVita,2025,13643069000.0,2414690000.0
Kraft Heinz,2024,25846000000.0,2147000000.0
Kraft Heinz,2025,24942000000.0,2254000000.0
PayPal,2024,31797000000.0,6422000000.0
PayPal,2025,33172000000.0,6746000000.0
Equifax,2024,5681100000.0,957600000.0
Equifax,2025,6074500000.0,1012700000.0
","corporate,year,Receivables Turnover
Apple Inc.,2025,11.372538838864825
DaVita,2025,5.981618115315351
Equifax,2025,6.166066081307415
Kraft Heinz,2025,11.334696659850033
PayPal,2025,5.038274605103281
"
2189,US,fundamental,"Among Arista Networks, Dover Corporation, Jacobs Solutions, calculate the margin between the lowest-Receivables Turnover company and the second-place company in 2021. (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8684,hard,operational efficiency,Revenue / Average Trade Receivables,"corporate,year,Revenue,TradeReceivables
Arista Networks,2020,2317512000.0,389540000.0
Arista Networks,2021,2948037000.0,516509000.0
Dover Corporation,2020,6683760000.0,1137223000.0
Dover Corporation,2021,7907081000.0,1347514000.0
Jacobs Solutions,2020,13566975000.0,3167310000.0
Jacobs Solutions,2021,14092632000.0,3101418000.0
","corporate,year,Receivables Turnover
Arista Networks,2021,6.507455998516637
Dover Corporation,2021,6.364521476518441
Jacobs Solutions,2021,4.496169557843314
"
2190,US,fundamental,"Among Danaher Corporation, Fastenal, Howmet Aerospace, how much higher is the Payables Turnover for the top company compared to the second place in 2024? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.525,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Danaher Corporation,2023,9856000000.0,1766000000.0
Danaher Corporation,2024,9669000000.0,1753000000.0
Fastenal,2023,3992200000.0,264100000.0
Fastenal,2024,4144100000.0,287700000.0
Howmet Aerospace,2023,4773000000.0,982000000.0
Howmet Aerospace,2024,5119000000.0,948000000.0
","corporate,year,Payables Turnover
Danaher Corporation,2024,5.495311167945439
Fastenal,2024,15.020297209133744
Howmet Aerospace,2024,5.3046632124352335
"
2191,US,fundamental,"Among Hershey Company (The), Mondelez International, Devon Energy, what is the gap in Payables Turnover between the lowest-ranked company and the runner-up in 2018? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4884,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Hershey Company (The),2017,4070907000.0,523229000.0
Hershey Company (The),2018,4215744000.0,502314000.0
Mondelez International,2017,15831000000.0,5705000000.0
Mondelez International,2018,15586000000.0,5794000000.0
Devon Energy,2017,7730000000.0,1180000000.0
Devon Energy,2018,4363000000.0,898000000.0
","corporate,year,Payables Turnover
Devon Energy,2018,4.1992300288739175
Hershey Company (The),2018,8.221486568578792
Mondelez International,2018,2.710844421254022
"
2192,US,fundamental,"In 2023, within Ares Management, Cencora, Waste Management, by how much does the company with the highest Payables Turnover differ from the second-ranked company? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3685,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Ares Management,2022,1498590000.0,231921000.0
Ares Management,2023,1486698000.0,423407000.0
Cencora,2022,230290639000.0,40192890000.0
Cencora,2023,253213918000.0,45836037000.0
Waste Management,2022,12294000000.0,1766000000.0
Waste Management,2023,12606000000.0,1709000000.0
","corporate,year,Payables Turnover
Ares Management,2023,4.537263782411251
Cencora,2023,5.886715709007971
Waste Management,2023,7.255251798561151
"
2193,US,fundamental,"For Payables Turnover in 2023, what is the difference between the top and second-place companies among Elevance Health, Advanced Micro Devices, CrowdStrike, Medtronic, United Airlines Holdings? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3273,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
Elevance Health,2022,13035000000.0,5607000000.0
Elevance Health,2023,17293000000.0,6910000000.0
Advanced Micro Devices,2022,11550000000.0,2493000000.0
Advanced Micro Devices,2023,11278000000.0,2055000000.0
CrowdStrike,2022,601231000.0,45372000.0
CrowdStrike,2023,755723000.0,28180000.0
Medtronic,2022,10145000000.0,2276000000.0
Medtronic,2023,10719000000.0,2662000000.0
United Airlines Holdings,2022,11466000000.0,3395000000.0
United Airlines Holdings,2023,14787000000.0,3835000000.0
","corporate,year,Payables Turnover
Advanced Micro Devices,2023,4.959542656112577
CrowdStrike,2023,20.54935283880792
Elevance Health,2023,2.763122153870736
Medtronic,2023,4.341433778857837
United Airlines Holdings,2023,4.090456431535269
"
2194,US,fundamental,"Among 3M, American Tower, Charles River Laboratories, calculate the margin between the lowest-Payables Turnover company and the second-place company in 2022. (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.2143,hard,operational efficiency,COGS / Average Trade Payables,"corporate,year,CostOfGoodsAndServicesSold,TradePayables
3M,2021,18795000000.0,2994000000.0
3M,2022,19232000000.0,3183000000.0
American Tower,2021,2585300000.0,272400000.0
American Tower,2022,3156400000.0,218600000.0
Charles River Laboratories,2021,2205522000.0,198130000.0
Charles River Laboratories,2022,2513409000.0,205915000.0
","corporate,year,Payables Turnover
3M,2022,6.2269710215314875
American Tower,2022,12.857026476578412
Charles River Laboratories,2022,12.441233030974272
"
2195,US,fundamental,"Among Edwards Lifesciences, Abbott Laboratories, Occidental Petroleum, how much higher is the Total Asset Turnover for the top company compared to the second place in 2021? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0818,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Edwards Lifesciences,2020,4386300000.0,7237100000.0
Edwards Lifesciences,2021,5232500000.0,8502600000.0
Abbott Laboratories,2020,34608000000.0,72548000000.0
Abbott Laboratories,2021,43075000000.0,75196000000.0
Occidental Petroleum,2020,17809000000.0,80064000000.0
Occidental Petroleum,2021,25956000000.0,75036000000.0
","corporate,year,Total Asset Turnover
Abbott Laboratories,2021,0.583103205544726
Edwards Lifesciences,2021,0.6648792543695242
Occidental Petroleum,2021,0.3347001934235977
"
2196,US,fundamental,"Among Steel Dynamics, Jabil, Qualcomm, Uber, Amcor, what is the gap in Total Asset Turnover between the highest-ranked company and the runner-up in 2023? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.48,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Steel Dynamics,2022,21469251000.0,14159984000.0
Steel Dynamics,2023,18795316000.0,14908420000.0
Jabil,2022,33478000000.0,19717000000.0
Jabil,2023,34702000000.0,19424000000.0
Qualcomm,2022,44200000000.0,49014000000.0
Qualcomm,2023,35820000000.0,51040000000.0
Uber,2022,31877000000.0,32109000000.0
Uber,2023,37281000000.0,38699000000.0
Amcor,2022,14544000000.0,17426000000.0
Amcor,2023,14694000000.0,17003000000.0
","corporate,year,Total Asset Turnover
Amcor,2023,0.8535827354846205
Jabil,2023,1.7731790194425283
Qualcomm,2023,0.7160133527894936
Steel Dynamics,2023,1.2931783939703054
Uber,2023,1.0530166082928483
"
2197,US,fundamental,"In 2024, within Parker Hannifin, CME Group, Quest Diagnostics, Palantir Technologies, by how much does the company with the lowest Total Asset Turnover differ from the second-ranked company? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4817,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Parker Hannifin,2023,19065194000.0,29964472000.0
Parker Hannifin,2024,19929606000.0,29297842000.0
CME Group,2023,5578900000.0,129706100000.0
CME Group,2024,6130100000.0,137447000000.0
Quest Diagnostics,2023,9252000000.0,14022000000.0
Quest Diagnostics,2024,9872000000.0,16153000000.0
Palantir Technologies,2023,2225012000.0,4522425000.0
Palantir Technologies,2024,2865507000.0,6340884000.0
","corporate,year,Total Asset Turnover
CME Group,2024,0.045892037187665054
Palantir Technologies,2024,0.527556935000192
Parker Hannifin,2024,0.6725895313503958
Quest Diagnostics,2024,0.6543164871582435
"
2198,US,fundamental,"For Total Asset Turnover in 2018, what is the difference between the top and second-place companies among Occidental Petroleum, Textron, TransDigm Group, West Pharmaceutical Services, Home Depot (The)? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5005,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Occidental Petroleum,2017,12508000000.0,42026000000.0
Occidental Petroleum,2018,17824000000.0,43854000000.0
Textron,2017,14129000000.0,15340000000.0
Textron,2018,13972000000.0,14264000000.0
TransDigm Group,2017,3504286000.0,9975661000.0
TransDigm Group,2018,3811126000.0,12197467000.0
West Pharmaceutical Services,2017,1599100000.0,1862800000.0
West Pharmaceutical Services,2018,1717400000.0,1978900000.0
Home Depot (The),2017,100904000000.0,44529000000.0
Home Depot (The),2018,108203000000.0,44003000000.0
","corporate,year,Total Asset Turnover
Home Depot (The),2018,2.444381692495369
Occidental Petroleum,2018,0.41509082440614814
Textron,2018,0.9439264964194027
TransDigm Group,2018,0.3437607900878938
West Pharmaceutical Services,2018,0.8940833485175833
"
2199,US,fundamental,"Among Lululemon Athletica, Hershey Company (The), Edison International, calculate the margin between the highest-Total Asset Turnover company and the second-place company in 2019. (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.475,hard,operational efficiency,Revenue / Average Total Assets,"corporate,year,Revenue,Assets
Lululemon Athletica,2018,3288319000.0,2084711000.0
Lululemon Athletica,2019,3979296000.0,3281354000.0
Hershey Company (The),2018,7791069000.0,7703020000.0
Hershey Company (The),2019,7986252000.0,8140395000.0
Edison International,2018,12657000000.0,56715000000.0
Edison International,2019,12347000000.0,64382000000.0
","corporate,year,Total Asset Turnover
Edison International,2019,0.20391917223382908
Hershey Company (The),2019,1.0081478014683072
Lululemon Athletica,2019,1.483133730210126
"
2200,US,fundamental,"Among Broadridge Financial Solutions, Elevance Health, Brown & Brown, how much higher is the Fixed Asset Turnover for the top company compared to the second place in 2017? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.6626,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Broadridge Financial Solutions,2016,2897000000.0,112200000.0
Broadridge Financial Solutions,2017,4142600000.0,198100000.0
Elevance Health,2016,84863000000.0,1977900000.0
Elevance Health,2017,90039400000.0,2174900000.0
Brown & Brown,2016,1766629000.0,75807000.0
Brown & Brown,2017,1881347000.0,77086000.0
","corporate,year,Fixed Asset Turnover
Broadridge Financial Solutions,2017,26.700612310667097
Brown & Brown,2017,24.60998214437548
Elevance Health,2017,43.36322481217492
"
2201,US,fundamental,"Among Freeport-McMoRan, L3Harris, Realty Income, what is the gap in Fixed Asset Turnover between the highest-ranked company and the runner-up in 2025? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.339,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Freeport-McMoRan,2024,25455000000.0,38514000000.0
Freeport-McMoRan,2025,25915000000.0,40736000000.0
L3Harris,2024,21325000000.0,2806000000.0
L3Harris,2025,21865000000.0,2665000000.0
Realty Income,2024,5271142000.0,17320520000.0
Realty Income,2025,5749377000.0,18368029000.0
","corporate,year,Fixed Asset Turnover
Freeport-McMoRan,2025,0.654006309148265
L3Harris,2025,7.99305428623652
Realty Income,2025,0.3221972963933053
"
2202,US,fundamental,"In 2025, within Xylem Inc., Jabil, Smurfit Westrock, Molina Healthcare, Packaging Corporation of America, by how much does the company with the highest Fixed Asset Turnover differ from the second-ranked company? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",136.0345,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Xylem Inc.,2024,8562000000.0,1152000000.0
Xylem Inc.,2025,9035000000.0,1159000000.0
Jabil,2024,28883000000.0,3024000000.0
Jabil,2025,29802000000.0,2847000000.0
Smurfit Westrock,2024,21109000000.0,22675000000.0
Smurfit Westrock,2025,31179000000.0,23232000000.0
Molina Healthcare,2024,38627000000.0,288000000.0
Molina Healthcare,2025,43052000000.0,301000000.0
Packaging Corporation of America,2024,8383300000.0,4039000000.0
Packaging Corporation of America,2025,8989300000.0,4985100000.0
","corporate,year,Fixed Asset Turnover
Jabil,2025,10.152273888605007
Molina Healthcare,2025,146.1867572156197
Packaging Corporation of America,2025,1.992287319511087
Smurfit Westrock,2025,1.3583549349772366
Xylem Inc.,2025,7.819125919515361
"
2203,US,fundamental,"For Fixed Asset Turnover in 2025, what is the difference between the top and second-place companies among Microchip Technology, Paychex, eBay Inc., Union Pacific Corporation? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7001,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Microchip Technology,2024,4401600000.0,1183700000.0
Microchip Technology,2025,4713100000.0,1106700000.0
Paychex,2024,5132000000.0,411700000.0
Paychex,2025,5410000000.0,511500000.0
eBay Inc.,2024,10283000000.0,1263000000.0
eBay Inc.,2025,11100000000.0,1338000000.0
Union Pacific Corporation,2024,24250000000.0,58343000000.0
Union Pacific Corporation,2025,24510000000.0,59645000000.0
","corporate,year,Fixed Asset Turnover
Microchip Technology,2025,4.115525672371638
Paychex,2025,11.720103986135182
Union Pacific Corporation,2025,0.41546597959114484
eBay Inc.,2025,8.53517877739331
"
2204,US,fundamental,"Among Marsh McLennan, Regeneron Pharmaceuticals, American Tower, Monster Beverage, calculate the margin between the highest-Fixed Asset Turnover company and the second-place company in 2025. (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.1747,hard,operational efficiency,Revenue / Average Net PP&E,"corporate,year,Revenue,PlantPropertyEquipmentNet
Marsh McLennan,2024,24458000000.0,859000000.0
Marsh McLennan,2025,26981000000.0,829000000.0
Regeneron Pharmaceuticals,2024,14202000000.0,4599700000.0
Regeneron Pharmaceuticals,2025,14342900000.0,5120400000.0
American Tower,2024,10127200000.0,19056800000.0
American Tower,2025,10644600000.0,20356300000.0
Monster Beverage,2024,7492709000.0,1047024000.0
Monster Beverage,2025,8294343000.0,1081544000.0
","corporate,year,Fixed Asset Turnover
American Tower,2025,0.5401554305548155
Marsh McLennan,2025,31.968009478672986
Monster Beverage,2025,7.793354969162366
Regeneron Pharmaceuticals,2025,2.9511836297980474
"
2205,US,fundamental,"Among Sysco, Eaton Corporation, Vistra Corp., how much lower is the Working Capital Turnover for the top company compared to the second place in 2021? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9889,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Sysco,2020,52893310000.0,12348232000.0,6717853000.0
Sysco,2021,51297843000.0,10733567000.0,7319844000.0
Eaton Corporation,2020,17858000000.0,9178000000.0,5881000000.0
Eaton Corporation,2021,19628000000.0,7511000000.0,7212000000.0
Vistra Corp.,2020,11443000000.0,3429000000.0,3036000000.0
Vistra Corp.,2021,12077000000.0,7883000000.0,5843000000.0
","corporate,year,Working Capital Turnover
Eaton Corporation,2021,10.916573971078977
Sysco,2021,11.343932874706631
Vistra Corp.,2021,9.927661323468968
"
2206,US,fundamental,"Among Brown & Brown, Broadcom, Lamb Weston, what is the gap in Working Capital Turnover between the highest-ranked company and the runner-up in 2024? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7816,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Brown & Brown,2023,4257100000.0,5129900000.0,4956900000.0
Brown & Brown,2024,4805000000.0,6924000000.0,6314000000.0
Broadcom,2023,35819000000.0,20847000000.0,7405000000.0
Broadcom,2024,51574000000.0,19595000000.0,16697000000.0
Lamb Weston,2023,5350600000.0,2127200000.0,1360200000.0
Lamb Weston,2024,6467600000.0,2090000000.0,1624100000.0
","corporate,year,Working Capital Turnover
Broadcom,2024,6.312607099143207
Brown & Brown,2024,12.27330779054917
Lamb Weston,2024,10.491686268148268
"
2207,US,fundamental,"In 2024, within Genuine Parts Company, Verisign, Zoetis, Public Service Enterprise Group, Norwegian Cruise Line Holdings, by how much does the company with the lowest Working Capital Turnover differ from the second-ranked company? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.287,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Genuine Parts Company,2023,23090610000.0,9605852000.0,7827109000.0
Genuine Parts Company,2024,23486569000.0,9852584000.0,8525380000.0
Verisign,2023,1493100000.0,988300000.0,1188500000.0
Verisign,2024,1557400000.0,663800000.0,1531100000.0
Zoetis,2023,8544000000.0,6343000000.0,1889000000.0
Zoetis,2024,9256000000.0,5986000000.0,3412000000.0
Public Service Enterprise Group,2023,11237000000.0,3373000000.0,5057000000.0
Public Service Enterprise Group,2024,10290000000.0,4235000000.0,6505000000.0
Norwegian Cruise Line Holdings,2023,8549924000.0,1313148000.0,6038701000.0
Norwegian Cruise Line Holdings,2024,9479651000.0,1010104000.0,5780865000.0
","corporate,year,Working Capital Turnover
Genuine Parts Company,2024,15.12361221875325
Norwegian Cruise Line Holdings,2024,-1.9964906383676866
Public Service Enterprise Group,2024,-5.204855842185129
Verisign,2024,-2.9178454332552692
Zoetis,2024,2.6340352874217414
"
2208,US,fundamental,"For Working Capital Turnover in 2019, what is the difference between the top and second-place companies among Amphenol, DuPont, Regeneron Pharmaceuticals, Halliburton? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.137,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
Amphenol,2018,8202000000.0,4571600000.0,2451300000.0
Amphenol,2019,8225400000.0,4211200000.0,2132700000.0
DuPont,2018,85977000000.0,49603000000.0,24715000000.0
DuPont,2019,21512000000.0,9999000000.0,8346000000.0
Regeneron Pharmaceuticals,2018,6710800000.0,6447600000.0,1442800000.0
Regeneron Pharmaceuticals,2019,7863400000.0,7689100000.0,2096600000.0
Halliburton,2018,23995000000.0,11151000000.0,4802000000.0
Halliburton,2019,22408000000.0,11212000000.0,4878000000.0
","corporate,year,Working Capital Turnover
Amphenol,2019,3.917976564732781
DuPont,2019,1.621039146980144
Halliburton,2019,3.53354884491051
Regeneron Pharmaceuticals,2019,1.484038387136346
"
2209,US,fundamental,"Among News Corp (Class B), Pfizer, Incyte, Air Products, calculate the margin between the lowest-Working Capital Turnover company and the second-place company in 2023. (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.9482,hard,operational efficiency,Revenue / Average Net Working Capital,"corporate,year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
News Corp (Class B),2022,10385000000.0,4093000000.0,3519000000.0
News Corp (Class B),2023,9879000000.0,4053000000.0,3165000000.0
Pfizer,2022,100330000000.0,51259000000.0,42138000000.0
Pfizer,2023,58496000000.0,43333000000.0,47794000000.0
Incyte,2022,3394635000.0,4092850000.0,1157077000.0
Incyte,2023,3695649000.0,4645402000.0,1240379000.0
Air Products,2022,12698600000.0,6282900000.0,3465800000.0
Air Products,2023,12600000000.0,5200500000.0,3895800000.0
","corporate,year,Working Capital Turnover
Air Products,2023,6.113833761948663
Incyte,2023,1.1656735211162763
News Corp (Class B),2023,13.514363885088919
Pfizer,2023,25.105579399141632
"
2210,US,fundamental,"Among Altria, Paccar, CBRE Group, how much lower is the Current Ratio for the top company compared to the second place in 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4885,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Altria,2021,6083000000.0,8579000000.0
Paccar,2021,8889300000.0,4452000000.0
CBRE Group,2021,10082365000.0,8418869000.0
","corporate,year,Current Ratio
Altria,2021,0.7090569996503089
CBRE Group,2021,1.1975913866815127
Paccar,2021,1.9966981132075472
"
2211,US,fundamental,"Among Southwest Airlines, NetApp, Union Pacific Corporation, Aon plc, Fair Isaac, what is the gap in Current Ratio between the lowest-ranked company and the runner-up in 2016? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3307,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Southwest Airlines,2016,4498000000.0,6844000000.0
NetApp,2016,6448000000.0,3662000000.0
Union Pacific Corporation,2016,3596000000.0,3640000000.0
Aon plc,2016,13146000000.0,12495000000.0
Fair Isaac,2016,267638000.0,246077000.0
","corporate,year,Current Ratio
Aon plc,2016,1.0521008403361345
Fair Isaac,2016,1.0876189160303482
NetApp,2016,1.760786455488804
Southwest Airlines,2016,0.657218001168907
Union Pacific Corporation,2016,0.987912087912088
"
2212,US,fundamental,"In 2023, within Netflix, Diamondback Energy, Adobe Inc., Amphenol, NextEra Energy, by how much does the company with the highest Current Ratio differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8247,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Netflix,2023,9918133000.0,8860655000.0
Diamondback Energy,2023,1621000000.0,2108000000.0
Adobe Inc.,2023,11084000000.0,8251000000.0
Amphenol,2023,6835300000.0,3152700000.0
NextEra Energy,2023,15361000000.0,27963000000.0
","corporate,year,Current Ratio
Adobe Inc.,2023,1.3433523209307963
Amphenol,2023,2.168078155232023
Diamondback Energy,2023,0.7689753320683111
Netflix,2023,1.119345353136986
NextEra Energy,2023,0.5493330472409971
"
2213,US,fundamental,"For Current Ratio in 2016, what is the difference between the top and second-place companies among American Water Works, HP Inc., Insulet Corporation? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.6604,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
American Water Works,2016,784000000.0,2392000000.0
HP Inc.,2016,18468000000.0,18808000000.0
Insulet Corporation,2016,369960000.0,55697000.0
","corporate,year,Current Ratio
American Water Works,2016,0.3277591973244147
HP Inc.,2016,0.9819225861335602
Insulet Corporation,2016,6.642368529723324
"
2214,US,fundamental,"Among Builders FirstSource, Abbott Laboratories, Nvidia, Home Depot (The), calculate the margin between the lowest-Current Ratio company and the second-place company in 2025. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5152,hard,solvency,Current Assets / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal
Builders FirstSource,2025,2927283000.0,1574941000.0
Abbott Laboratories,2025,25996000000.0,16496000000.0
Nvidia,2025,125605000000.0,32163000000.0
Home Depot (The),2025,34391000000.0,32424000000.0
","corporate,year,Current Ratio
Abbott Laboratories,2025,1.5758971871968963
Builders FirstSource,2025,1.8586620070212154
Home Depot (The),2025,1.06066493955095
Nvidia,2025,3.905263812455306
"
2215,US,fundamental,"Among ExxonMobil, Darden Restaurants, Motorola Solutions, Thermo Fisher Scientific, how much lower is the Quick Ratio for the top company compared to the second place in 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7891,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
ExxonMobil,2024,91990000000.0,70307000000.0,19444000000.0
Darden Restaurants,2024,822800000.0,2192500000.0,290500000.0
Motorola Solutions,2024,6479000000.0,5055000000.0,766000000.0
Thermo Fisher Scientific,2024,22137000000.0,13332000000.0,4978000000.0
","corporate,year,Quick Ratio
Darden Restaurants,2024,0.24278221208665907
ExxonMobil,2024,1.0318460466240915
Motorola Solutions,2024,1.1301681503461918
Thermo Fisher Scientific,2024,1.287053705370537
"
2216,US,fundamental,"Among Fox Corporation (Class A), Cintas, Quest Diagnostics, what is the gap in Quick Ratio between the lowest-ranked company and the runner-up in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4074,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Fox Corporation (Class A),2022,8281000000.0,2296000000.0,791000000.0
Cintas,2022,2631983000.0,1432890000.0,472150000.0
Quest Diagnostics,2022,1898000000.0,1551000000.0,192000000.0
","corporate,year,Quick Ratio
Cintas,2022,1.5073264521351952
Fox Corporation (Class A),2022,3.2621951219512195
Quest Diagnostics,2022,1.0999355254674403
"
2217,US,fundamental,"In 2024, within Emerson Electric, Lennox International, Regeneron Pharmaceuticals, Jabil, ConocoPhillips, by how much does the company with the highest Quick Ratio differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.553,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Emerson Electric,2024,10192000000.0,5742000000.0,2180000000.0
Lennox International,2024,1884200000.0,1313300000.0,704800000.0
Regeneron Pharmaceuticals,2024,18660900000.0,3944300000.0,3087300000.0
Jabil,2024,12791000000.0,11782000000.0,4276000000.0
ConocoPhillips,2024,15647000000.0,12124000000.0,1809000000.0
","corporate,year,Quick Ratio
ConocoPhillips,2024,1.1413724843286044
Emerson Electric,2024,1.395332636711947
Jabil,2024,0.7227126124596842
Lennox International,2024,0.8980430975405467
Regeneron Pharmaceuticals,2024,3.9483812083259386
"
2218,US,fundamental,"For Quick Ratio in 2024, what is the difference between the top and second-place companies among Philip Morris International, Ametek, Marathon Petroleum, Tesla? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2467,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Philip Morris International,2024,20170000000.0,22915000000.0,9453000000.0
Ametek,2024,2603032000.0,2098587000.0,1021713000.0
Marathon Petroleum,2024,24447000000.0,20827000000.0,9568000000.0
Tesla,2024,58360000000.0,28821000000.0,12017000000.0
","corporate,year,Quick Ratio
Ametek,2024,0.753516056279773
Marathon Petroleum,2024,0.7144091803908388
Philip Morris International,2024,0.4676849225398211
Tesla,2024,1.6079594739946568
"
2219,US,fundamental,"Among Conagra Brands, EOG Resources, West Pharmaceutical Services, Broadcom, Targa Resources, calculate the margin between the highest-Quick Ratio company and the second-place company in 2024. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.196,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"corporate,year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
Conagra Brands,2024,3149500000.0,3241800000.0,2083000000.0
EOG Resources,2024,11230000000.0,5354000000.0,985000000.0
West Pharmaceutical Services,2024,1538100000.0,550400000.0,377000000.0
Broadcom,2024,19595000000.0,16697000000.0,1760000000.0
Targa Resources,2024,2296300000.0,3172600000.0,334300000.0
","corporate,year,Quick Ratio
Broadcom,2024,1.068155956159789
Conagra Brands,2024,0.32898389783453635
EOG Resources,2024,1.9135225999252896
Targa Resources,2024,0.6184202231608145
West Pharmaceutical Services,2024,2.1095566860465116
"
2220,US,fundamental,"Among Chipotle Mexican Grill, Microsoft, Cigna, Packaging Corporation of America, how much higher is the Cash Ratio for the top company compared to the second place in 2023? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5464,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Chipotle Mexican Grill,2023,560609000.0,734838000.0,1030625000.0
Microsoft,2023,111262000000.0,76558000000.0,104149000000.0
Cigna,2023,7822000000.0,925000000.0,48716000000.0
Packaging Corporation of America,2023,648000000.0,493500000.0,1265700000.0
","corporate,year,Cash Ratio
Chipotle Mexican Grill,2023,1.2569528198908428
Cigna,2023,0.17955086624517613
Microsoft,2023,1.803377852883849
Packaging Corporation of America,2023,0.9018724816307182
"
2221,US,fundamental,"Among Dow Inc., Moderna, Old Dominion, Delta Air Lines, Abbott Laboratories, what is the gap in Cash Ratio between the highest-ranked company and the runner-up in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3548,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Dow Inc.,2022,3886000000.0,0.0,11331000000.0
Moderna,2022,3205000000.0,6697000000.0,4923000000.0
Old Dominion,2022,186312000.0,49355000.0,529793000.0
Delta Air Lines,2022,3266000000.0,3268000000.0,25940000000.0
Abbott Laboratories,2022,9882000000.0,288000000.0,15489000000.0
","corporate,year,Cash Ratio
Abbott Laboratories,2022,0.6565950029052876
Delta Air Lines,2022,0.25188897455666925
Dow Inc.,2022,0.34295296090371546
Moderna,2022,2.0113751777371522
Old Dominion,2022,0.44482845186704995
"
2222,US,fundamental,"In 2024, within United Airlines Holdings, T-Mobile US, A. O. Smith, by how much does the company with the highest Cash Ratio differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3131,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
United Airlines Holdings,2024,8769000000.0,5706000000.0,23314000000.0
T-Mobile US,2024,5409000000.0,0.0,20174000000.0
A. O. Smith,2024,239600000.0,36500000.0,897200000.0
","corporate,year,Cash Ratio
A. O. Smith,2024,0.30773517610343293
T-Mobile US,2024,0.26811737880440173
United Airlines Holdings,2024,0.62087157930857
"
2223,US,fundamental,"For Cash Ratio in 2019, what is the difference between the top and second-place companies among PepsiCo, Fortinet, Steel Dynamics, Cadence Design Systems? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7684,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
PepsiCo,2019,5509000000.0,229000000.0,20461000000.0
Fortinet,2019,1222500000.0,843100000.0,1473600000.0
Steel Dynamics,2019,1381460000.0,262174000.0,1006698000.0
Cadence Design Systems,2019,705210000.0,0.0,672391000.0
","corporate,year,Cash Ratio
Cadence Design Systems,2019,1.048809398103187
Fortinet,2019,1.4017372421281216
PepsiCo,2019,0.28043595132202725
Steel Dynamics,2019,1.632698187539858
"
2224,US,fundamental,"Among Advanced Micro Devices, Netflix, Parker Hannifin, calculate the margin between the highest-Cash Ratio company and the second-place company in 2023. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0575,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"corporate,year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
Advanced Micro Devices,2023,3933000000.0,1840000000.0,6689000000.0
Netflix,2023,7116913000.0,20973000.0,8860655000.0
Parker Hannifin,2023,475182000.0,8390000.0,7735370000.0
","corporate,year,Cash Ratio
Advanced Micro Devices,2023,0.8630587531768575
Netflix,2023,0.8055709199827777
Parker Hannifin,2023,0.0625143981477292
"
2225,US,fundamental,"Among Cisco, Loews Corporation, Edison International, how much lower is the Liability-to-Asset Ratio for the top company compared to the second place in 2017? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.0787,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Cisco,2017,63681000000.0,129818000000.0
Loews Corporation,2017,55020000000.0,79586000000.0
Edison International,2017,38695000000.0,52580000000.0
","corporate,year,Liability-to-Asset Ratio
Cisco,2017,49.05406029980434
Edison International,2017,73.59262076835299
Loews Corporation,2017,69.1327620435755
"
2226,US,fundamental,"Among Franklin Resources, Extra Space Storage, Prudential Financial, what is the gap in Liability-to-Asset Ratio between the lowest-ranked company and the runner-up in 2016? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",41.5904,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Franklin Resources,2016,3509500000.0,16098800000.0
Extra Space Storage,2016,4495280000.0,7091446000.0
Prudential Financial,2016,737874000000.0,783962000000.0
","corporate,year,Liability-to-Asset Ratio
Extra Space Storage,2016,63.390174584985914
Franklin Resources,2016,21.799761472904812
Prudential Financial,2016,94.12114362685946
"
2227,US,fundamental,"In 2024, within Starbucks, Prudential Financial, Huntington Bancshares, Lam Research, GE Aerospace, by how much does the company with the highest Liability-to-Asset Ratio differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.8408,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Starbucks,2024,38780900000.0,31339300000.0
Prudential Financial,2024,705461000000.0,735587000000.0
Huntington Bancshares,2024,184448000000.0,204230000000.0
Lam Research,2024,10205274000.0,18744728000.0
GE Aerospace,2024,103576000000.0,123140000000.0
","corporate,year,Liability-to-Asset Ratio
GE Aerospace,2024,84.11239239889557
Huntington Bancshares,2024,90.31386182245508
Lam Research,2024,54.44343604239016
Prudential Financial,2024,95.90449532142357
Starbucks,2024,123.74526552922369
"
2228,US,fundamental,"For Liability-to-Asset Ratio in 2024, what is the difference between the top and second-place companies among Baxter International, NetApp, Travelers Companies (The), Micron Technology, Crown Castle? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.9973,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
Baxter International,2024,18758000000.0,25782000000.0
NetApp,2024,8741000000.0,9887000000.0
Travelers Companies (The),2024,105325000000.0,133189000000.0
Micron Technology,2024,24285000000.0,69416000000.0
Crown Castle,2024,32869000000.0,32736000000.0
","corporate,year,Liability-to-Asset Ratio
Baxter International,2024,72.75618648669614
Crown Castle,2024,100.4062805474096
Micron Technology,2024,34.984729745303675
NetApp,2024,88.40902194801255
Travelers Companies (The),2024,79.07935340005557
"
2229,US,fundamental,"Among State Street Corporation, Weyerhaeuser, Skyworks Solutions, UnitedHealth Group, calculate the margin between the highest-Liability-to-Asset Ratio company and the second-place company in 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.3429,hard,solvency,Total Liabilities / Total Assets * 100%,"corporate,year,Liabilities,Assets
State Street Corporation,2021,287261000000.0,314624000000.0
Weyerhaeuser,2021,6885000000.0,17652000000.0
Skyworks Solutions,2021,3293600000.0,8590700000.0
UnitedHealth Group,2021,135727000000.0,212206000000.0
","corporate,year,Liability-to-Asset Ratio
Skyworks Solutions,2021,38.33913417998534
State Street Corporation,2021,91.30295209519936
UnitedHealth Group,2021,63.9600199805849
Weyerhaeuser,2021,39.00407885791978
"
2230,US,fundamental,"Among ConocoPhillips, Healthpeak Properties, MetLife, Truist Financial, Wells Fargo, how much higher is the Liability-to-Equity Ratio for the top company compared to the second place in 2016? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",369.2316,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
ConocoPhillips,2016,54546000000.0,35226000000.0
Healthpeak Properties,2016,9817957000.0,5941308000.0
MetLife,2016,831284000000.0,67480000000.0
Truist Financial,2016,189350000000.0,29926000000.0
Wells Fargo,2016,1729618000000.0,200497000000.0
","corporate,year,Liability-to-Equity Ratio
ConocoPhillips,2016,154.84585249531594
Healthpeak Properties,2016,165.24908319851454
MetLife,2016,1231.8968583283936
Truist Financial,2016,632.7273942391232
Wells Fargo,2016,862.6652767871839
"
2231,US,fundamental,"Among Corning Inc., Arch Capital Group, Ares Management, what is the gap in Liability-to-Equity Ratio between the lowest-ranked company and the runner-up in 2017? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",142.8445,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Corning Inc.,2017,11724000000.0,15770000000.0
Arch Capital Group,2017,21805723000.0,10040013000.0
Ares Management,2017,7103230000.0,1460292000.0
","corporate,year,Liability-to-Equity Ratio
Arch Capital Group,2017,217.18819487584332
Ares Management,2017,486.4253176761908
Corning Inc.,2017,74.34369055168041
"
2232,US,fundamental,"In 2017, within Steel Dynamics, Bristol Myers Squibb, Micron Technology, by how much does the company with the lowest Liability-to-Equity Ratio differ from the second-ranked company? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",29.7091,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Steel Dynamics,2017,3549424000.0,3195068000.0
Bristol Myers Squibb,2017,21704000000.0,11847000000.0
Micron Technology,2017,15845000000.0,19470000000.0
","corporate,year,Liability-to-Equity Ratio
Bristol Myers Squibb,2017,183.2024985228328
Micron Technology,2017,81.38161273754494
Steel Dynamics,2017,111.09071856999601
"
2233,US,fundamental,"For Liability-to-Equity Ratio in 2021, what is the difference between the top and second-place companies among Colgate-Palmolive, Crown Castle, Regency Centers? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",296.114,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Colgate-Palmolive,2021,14069000000.0,971000000.0
Crown Castle,2021,30782000000.0,8258000000.0
Regency Centers,2021,4682631000.0,6109932000.0
","corporate,year,Liability-to-Equity Ratio
Colgate-Palmolive,2021,1448.918640576725
Crown Castle,2021,372.75369338822964
Regency Centers,2021,76.6396581827752
"
2234,US,fundamental,"Among Steris, Regions Financial Corporation, Synopsys, calculate the margin between the highest-Liability-to-Equity Ratio company and the second-place company in 2022. (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",795.3241,hard,solvency,Total Liabilities / Total Equity * 100%,"corporate,year,Liabilities,AllEquityBalanceIncludingMinorityInterest
Steris,2022,4734667000.0,6087172000.0
Regions Financial Corporation,2022,139269000000.0,15951000000.0
Synopsys,2022,3858897000.0,5520526000.0
","corporate,year,Liability-to-Equity Ratio
Regions Financial Corporation,2022,873.1051344743277
Steris,2022,77.78106155042111
Synopsys,2022,69.90089350181486
"
2235,US,fundamental,"Among CVS Health, PPG Industries, Verizon, Dow Inc., how much higher is the Net Debt to Equity for the top company compared to the second place in 2019? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8751,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
CVS Health,2019,0.0,64699000000.0,1596000000.0,18926000000.0,5683000000.0,2373000000.0,64170000000.0
PPG Industries,2019,513000000.0,4539000000.0,170000000.0,622000000.0,1216000000.0,57000000.0,5403000000.0
Verizon,2019,10777000000.0,100712000000.0,3261000000.0,18393000000.0,2594000000.0,0.0,62835000000.0
Dow Inc.,2019,586000000.0,15975000000.0,421000000.0,1739000000.0,2367000000.0,21000000.0,14094000000.0
","corporate,year,Net Debt to Equity
CVS Health,2019,1.2025089605734767
Dow Inc.,2019,1.1588619270611609
PPG Industries,2019,0.8460114751064224
Verizon,2019,2.0776478077504574
"
2236,US,fundamental,"Among United Parcel Service, Synopsys, CVS Health, what is the gap in Net Debt to Equity between the highest-ranked company and the runner-up in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0604,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
United Parcel Service,2022,0.0,17321000000.0,621000000.0,3238000000.0,5602000000.0,1993000000.0,19803000000.0
Synopsys,2022,0.0,20824000.0,54274000.0,581273000.0,1565521000.0,147913000.0,5520526000.0
CVS Health,2022,0.0,50476000000.0,1678000000.0,16800000000.0,12945000000.0,2778000000.0,71315000000.0
","corporate,year,Net Debt to Equity
CVS Health,2022,0.7464208090864475
Synopsys,2022,-0.19147867431473015
United Parcel Service,2022,0.6860071706307125
"
2237,US,fundamental,"In 2023, within EPAM Systems, Dow Inc., Marathon Petroleum, Block, Equinix, by how much does the company with the highest Net Debt to Equity differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2968,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
EPAM Systems,2023,0.0,26126000.0,36558000.0,109261000.0,2036235000.0,60739000.0,3471470000.0
Dow Inc.,2023,62000000.0,14907000000.0,329000000.0,1032000000.0,2987000000.0,0.0,19108000000.0
Marathon Petroleum,2023,0.0,25329000000.0,454000000.0,764000000.0,5443000000.0,4781000000.0,30504000000.0
Block,2023,0.0,4120091000.0,0.0,289788000.0,4996465000.0,0.0,18692836000.0
Equinix,2023,998580000.0,12062346000.0,130745000.0,1331333000.0,2095712000.0,0.0,12488499000.0
","corporate,year,Net Debt to Equity
Block,2023,-0.031380257120963345
Dow Inc.,2023,0.6982939083106552
EPAM Systems,2023,-0.5545284850510015
Equinix,2023,0.9950989306240886
Marathon Petroleum,2023,0.5351101494885917
"
2238,US,fundamental,"For Net Debt to Equity in 2021, what is the difference between the top and second-place companies among PPG Industries, CVS Health, United Parcel Service, IBM, Accenture? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5553,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
PPG Industries,2021,9000000.0,6572000000.0,192000000.0,693000000.0,1005000000.0,67000000.0,6411000000.0
CVS Health,2021,0.0,51971000000.0,1646000000.0,18177000000.0,9408000000.0,3117000000.0,75381000000.0
United Parcel Service,2021,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0,14269000000.0
IBM,2021,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0,18996000000.0
Accenture,2021,12080000.0,53473000.0,744164000.0,2696917000.0,8168174000.0,4294000.0,20097114000.0
","corporate,year,Net Debt to Equity
Accenture,2021,-0.23216437942283652
CVS Health,2021,0.7862591369177909
IBM,2021,2.552642661612971
PPG Industries,2021,0.9973483075963189
United Parcel Service,2021,0.8973298759548672
"
2239,US,fundamental,"Among American Electric Power, EPAM Systems, Accenture, Verizon, calculate the margin between the highest-Net Debt to Equity company and the second-place company in 2023. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1002,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
American Electric Power,2023,2830200000.0,37652700000.0,115700000.0,519400000.0,330100000.0,214300000.0,25285900000.0
EPAM Systems,2023,0.0,26126000.0,36558000.0,109261000.0,2036235000.0,60739000.0,3471470000.0
Accenture,2023,104810000.0,43093000.0,690417000.0,2310714000.0,9045032000.0,4575000.0,26458593000.0
Verizon,2023,0.0,137701000000.0,4266000000.0,20002000000.0,2065000000.0,0.0,93799000000.0
","corporate,year,Net Debt to Equity
Accenture,2023,-0.2230115940027499
American Electric Power,2023,1.6045938645648365
EPAM Systems,2023,-0.5545284850510015
Verizon,2023,1.7047516498043689
"
2240,US,fundamental,"Among Ingersoll Rand, AES Corporation, Coca-Cola Company (The), PPG Industries, Cisco, how much higher is the Interest Coverage Ratio for the top company compared to the second place in 2023? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.3915,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Ingersoll Rand,2023,1031100000.0,156700000.0
AES Corporation,2023,104000000.0,1319000000.0
Coca-Cola Company (The),2023,12952000000.0,1527000000.0
PPG Industries,2023,1748000000.0,247000000.0
Cisco,2023,15318000000.0,427000000.0
","corporate,year,Interest Coverage Ratio
AES Corporation,2023,1.0788476118271417
Cisco,2023,36.87353629976581
Coca-Cola Company (The),2023,9.481990831696136
Ingersoll Rand,2023,7.580089342693044
PPG Industries,2023,8.076923076923077
"
2241,US,fundamental,"Among Southern Company, Snap-on, Lowe's, what is the gap in Interest Coverage Ratio between the highest-ranked company and the runner-up in 2017? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.0137,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Southern Company,2017,1068000000.0,1694000000.0
Snap-on,2017,821900000.0,52400000.0
Lowe's,2017,5489000000.0,633000000.0
","corporate,year,Interest Coverage Ratio
Lowe's,2017,9.671406003159557
Snap-on,2017,16.685114503816795
Southern Company,2017,1.630460448642267
"
2242,US,fundamental,"In 2024, within Skyworks Solutions, Axon Enterprise, U.S. Bancorp, Marsh McLennan, Old Dominion, by how much does the company with the lowest Interest Coverage Ratio differ from the second-ranked company? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.3142,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Skyworks Solutions,2024,636400000.0,30700000.0
Axon Enterprise,2024,381504000.0,3450000.0
U.S. Bancorp,2024,7909000000.0,15377000000.0
Marsh McLennan,2024,5480000000.0,700000000.0
Old Dominion,2024,1557597000.0,2909000.0
","corporate,year,Interest Coverage Ratio
Axon Enterprise,2024,111.5808695652174
Marsh McLennan,2024,8.82857142857143
Old Dominion,2024,536.4407012719147
Skyworks Solutions,2024,21.729641693811075
U.S. Bancorp,2024,1.5143395981010601
"
2243,US,fundamental,"For Interest Coverage Ratio in 2024, what is the difference between the top and second-place companies among Cboe Global Markets, ServiceNow, Prologis? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",64.738,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
Cboe Global Markets,2024,1083800000.0,100100000.0
ServiceNow,2024,1738000000.0,23000000.0
Prologis,2024,4114878000.0,863932000.0
","corporate,year,Interest Coverage Ratio
Cboe Global Markets,2024,11.827172827172827
Prologis,2024,5.762965140774968
ServiceNow,2024,76.56521739130434
"
2244,US,fundamental,"Among CSX Corporation, Hubbell Incorporated, Hologic, calculate the margin between the lowest-Interest Coverage Ratio company and the second-place company in 2021. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.3299,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"corporate,year,PretaxIncomeLoss,InterestExpense
CSX Corporation,2021,4951000000.0,718000000.0
Hubbell Incorporated,2021,459300000.0,16800000.0
Hologic,2021,2361100000.0,93600000.0
","corporate,year,Interest Coverage Ratio
CSX Corporation,2021,7.895543175487465
Hologic,2021,26.22542735042735
Hubbell Incorporated,2021,28.339285714285715
"
2245,US,fundamental,"Among Cognizant, Marathon Petroleum, Dow Inc., Block, how much higher is the Net Debt to EBITDA for the top company compared to the second place in 2024? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4437,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Cognizant,2024,33000000.0,875000000.0,152000000.0,420000000.0,2231000000.0,12000000.0,2938000000.0,54000000.0,529000000.0,0.0
Marathon Petroleum,2024,0.0,24432000000.0,417000000.0,860000000.0,3210000000.0,0.0,5957000000.0,839000000.0,3337000000.0,0.0
Dow Inc.,2024,135000000.0,15711000000.0,318000000.0,984000000.0,2189000000.0,0.0,1600000000.0,811000000.0,2894000000.0,310000000.0
Block,2024,999497000.0,5105939000.0,0.0,278617000.0,8075247000.0,0.0,1357154000.0,9302000.0,376127000.0,154709000.0
","corporate,year,Net Debt to EBITDA
Block,2024,-0.8913725457125208
Cognizant,2024,-0.21669980119284293
Dow Inc.,2024,2.664113980409617
Marathon Petroleum,2024,2.2203690910885228
"
2246,US,fundamental,"Among Best Buy, Archer Daniels Midland, United Airlines Holdings, EPAM Systems, what is the gap in Net Debt to EBITDA between the lowest-ranked company and the runner-up in 2022? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5257,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Best Buy,2022,0.0,1160000000.0,638000000.0,2164000000.0,1874000000.0,0.0,1788000000.0,35000000.0,918000000.0
Archer Daniels Midland,2022,503000000.0,7735000000.0,292000000.0,816000000.0,9010000000.0,0.0,5233000000.0,409000000.0,1028000000.0
United Airlines Holdings,2022,104000000.0,28283000000.0,561000000.0,4459000000.0,7166000000.0,9248000000.0,990000000.0,1778000000.0,2456000000.0
EPAM Systems,2022,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0,507258000.0,1659000.0,92272000.0
","corporate,year,Net Debt to EBITDA
Archer Daniels Midland,2022,0.05037481259370315
Best Buy,2022,0.7617657789128055
EPAM Systems,2022,-2.475296454193274
United Airlines Holdings,2022,3.2528713629402755
"
2247,US,fundamental,"In 2024, within Moody's Corporation, Dow Inc., Bio-Techne, by how much does the company with the highest Net Debt to EBITDA differ from the second-ranked company? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4538,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Moody's Corporation,2024,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0,2699000000.0,237000000.0,431000000.0,0.0
Dow Inc.,2024,135000000.0,15711000000.0,318000000.0,984000000.0,2189000000.0,0.0,1600000000.0,811000000.0,2894000000.0,310000000.0
Bio-Techne,2024,0.0,319000000.0,12920000.0,87618000.0,151791000.0,1072000.0,185689000.0,14502000.0,111711000.0,0.0
","corporate,year,Net Debt to EBITDA
Bio-Techne,2024,0.8549961205763349
Dow Inc.,2024,2.664113980409617
Moody's Corporation,2024,1.2102762102762104
"
2248,US,fundamental,"For Net Debt to EBITDA in 2023, what is the difference between the top and second-place companies among PPG Industries, Cognizant, United Parcel Service? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3181,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
PPG Industries,2023,306000000.0,5748000000.0,194000000.0,622000000.0,1514000000.0,75000000.0,1748000000.0,247000000.0,558000000.0,167000000.0
Cognizant,2023,33000000.0,606000000.0,153000000.0,523000000.0,2621000000.0,14000000.0,2787000000.0,41000000.0,519000000.0,0.0
United Parcel Service,2023,3348000000.0,18916000000.0,709000000.0,3756000000.0,3206000000.0,2866000000.0,8573000000.0,785000000.0,3366000000.0,0.0
","corporate,year,Net Debt to EBITDA
Cognizant,2023,-0.39438302957872723
PPG Industries,2023,1.941544117647059
United Parcel Service,2023,1.6234674630619301
"
2249,US,fundamental,"Among Moody's Corporation, Archer Daniels Midland, Lowe's, calculate the margin between the highest-Net Debt to EBITDA company and the second-place company in 2024. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2247,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Moody's Corporation,2024,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0,2699000000.0,237000000.0,431000000.0
Archer Daniels Midland,2024,1903000000.0,7580000000.0,324000000.0,1057000000.0,246000000.0,0.0,2255000000.0,710000000.0,1141000000.0
Lowe's,2024,0.0,32901000000.0,563000000.0,3628000000.0,1761000000.0,372000000.0,9153000000.0,1313000000.0,1972000000.0
","corporate,year,Net Debt to EBITDA
Archer Daniels Midland,2024,2.585971748660497
Lowe's,2024,2.810660877954655
Moody's Corporation,2024,1.2102762102762104
"
2250,US,fundamental,"Among Vertex Pharmaceuticals, CVS Health, Franklin Resources, how much lower is the Revenue Growth for the top company compared to the second place in 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.8065,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Vertex Pharmaceuticals,2023,9869200000.0
Vertex Pharmaceuticals,2024,11020100000.0
CVS Health,2023,357776000000.0
CVS Health,2024,372809000000.0
Franklin Resources,2023,7849400000.0
Franklin Resources,2024,8478000000.0
","corporate,year,Revenue Growth
CVS Health,2024,4.201791064800322
Franklin Resources,2024,8.008255408056666
Vertex Pharmaceuticals,2024,11.661532849673732
"
2251,US,fundamental,"Among Bunge Global, Booking Holdings, Yum! Brands, Xylem Inc., what is the gap in Revenue Growth between the lowest-ranked company and the runner-up in 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.4874,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Bunge Global,2023,59540000000.0
Bunge Global,2024,53108000000.0
Booking Holdings,2023,21365000000.0
Booking Holdings,2024,23739000000.0
Yum! Brands,2023,7076000000.0
Yum! Brands,2024,7549000000.0
Xylem Inc.,2023,7364000000.0
Xylem Inc.,2024,8562000000.0
","corporate,year,Revenue Growth
Booking Holdings,2024,11.111631172478353
Bunge Global,2024,-10.802821632515956
Xylem Inc.,2024,16.268332428028245
Yum! Brands,2024,6.684567552289429
"
2252,US,fundamental,"In 2025, within Alphabet Inc. (Class A), Bristol Myers Squibb, Paychex, WEC Energy Group, Equifax, by how much does the company with the highest Revenue Growth differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1341,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Alphabet Inc. (Class A),2024,350018000000.0
Alphabet Inc. (Class A),2025,402836000000.0
Bristol Myers Squibb,2024,48300000000.0
Bristol Myers Squibb,2025,48194000000.0
Paychex,2024,5132000000.0
Paychex,2025,5410000000.0
WEC Energy Group,2024,8599900000.0
WEC Energy Group,2025,9800100000.0
Equifax,2024,5681100000.0
Equifax,2025,6074500000.0
","corporate,year,Revenue Growth
Alphabet Inc. (Class A),2025,15.090081081544376
Bristol Myers Squibb,2025,-0.21946169772256727
Equifax,2025,6.924715284011899
Paychex,2025,5.416991426344505
WEC Energy Group,2025,13.955976232281772
"
2253,US,fundamental,"For Revenue Growth in 2024, what is the difference between the top and second-place companies among Alphabet Inc. (Class A), Warner Bros. Discovery, Salesforce, Match Group, Cisco? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.1506,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Alphabet Inc. (Class A),2023,307394000000.0
Alphabet Inc. (Class A),2024,350018000000.0
Warner Bros. Discovery,2023,41321000000.0
Warner Bros. Discovery,2024,39321000000.0
Salesforce,2023,34857000000.0
Salesforce,2024,37895000000.0
Match Group,2023,3364504000.0
Match Group,2024,3479373000.0
Cisco,2023,56998000000.0
Cisco,2024,53803000000.0
","corporate,year,Revenue Growth
Alphabet Inc. (Class A),2024,13.866243322901553
Cisco,2024,-5.605459840696165
Match Group,2024,3.4141436598083996
Salesforce,2024,8.715609490202828
Warner Bros. Discovery,2024,-4.8401539168945575
"
2254,US,fundamental,"Among Comcast, United Parcel Service, PPL Corporation, calculate the margin between the highest-Revenue Growth company and the second-place company in 2025. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.8736,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"corporate,year,Revenue
Comcast,2024,123731000000.0
Comcast,2025,123707000000.0
United Parcel Service,2024,91070000000.0
United Parcel Service,2025,88661000000.0
PPL Corporation,2024,8462000000.0
PPL Corporation,2025,9042000000.0
","corporate,year,Revenue Growth
Comcast,2025,-0.019396917506526255
PPL Corporation,2025,6.854171590640511
United Parcel Service,2025,-2.64521796420336
"
2255,US,fundamental,"Among Analog Devices, Tesla, Edwards Lifesciences, Medtronic, Chevron Corporation, how much higher is the EBITDA Growth for the top company compared to the second place in 2023? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.2626,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Analog Devices,2022,3098749000.0,200408000.0,283338000.0,2014161000.0
Analog Devices,2023,3608003000.0,264641000.0,334704000.0,1958399000.0
Tesla,2022,13719000000.0,191000000.0,0.0,0.0
Tesla,2023,9973000000.0,156000000.0,0.0,0.0
Edwards Lifesciences,2022,1767400000.0,19200000.0,139600000.0,0.0
Edwards Lifesciences,2023,1598100000.0,17600000.0,144900000.0,0.0
Medtronic,2022,5517000000.0,553000000.0,2707000000.0,1733000000.0
Medtronic,2023,5364000000.0,636000000.0,2697000000.0,1698000000.0
Chevron Corporation,2022,49674000000.0,516000000.0,16319000000.0,0.0
Chevron Corporation,2023,29584000000.0,469000000.0,17326000000.0,0.0
","corporate,year,EBITDA Growth
Analog Devices,2023,10.168411279878557
Chevron Corporation,2023,-28.763024553068007
Edwards Lifesciences,2023,-8.597238085349392
Medtronic,2023,-1.0941960038058993
Tesla,2023,-27.181883537023726
"
2256,US,fundamental,"Among American Water Works, Akamai Technologies, Waste Management, Extra Space Storage, Parker Hannifin, what is the gap in EBITDA Growth between the lowest-ranked company and the runner-up in 2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.1589,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
American Water Works,2019,833000000.0,383000000.0,582000000.0,0.0
American Water Works,2020,924000000.0,382000000.0,604000000.0,0.0
Akamai Technologies,2019,532481000.0,49364000.0,440674000.0,38581000.0
Akamai Technologies,2020,616082000.0,69120000.0,478389000.0,42049000.0
Waste Management,2019,2105000000.0,411000000.0,1574000000.0,0.0
Waste Management,2020,1893000000.0,425000000.0,1671000000.0,0.0
Extra Space Storage,2019,451157000.0,174155000.0,219857000.0,0.0
Extra Space Storage,2020,509031000.0,159597000.0,0.0,0.0
Parker Hannifin,2019,1933425000.0,190138000.0,225675000.0,0.0
Parker Hannifin,2020,1512627000.0,308161000.0,252899000.0,0.0
","corporate,year,EBITDA Growth
Akamai Technologies,2020,13.621713316369805
American Water Works,2020,6.229143492769744
Extra Space Storage,2020,-20.888248385825793
Parker Hannifin,2020,-11.729377781220975
Waste Management,2020,-2.469437652811736
"
2257,US,fundamental,"In 2024, within Prologis, Netflix, Equity Residential, by how much does the company with the highest EBITDA Growth differ from the second-ranked company? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",36.9509,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Prologis,2023,3464183000.0,641332000.0,2484891000.0
Prologis,2024,4114878000.0,863932000.0,2580519000.0
Netflix,2023,6205405000.0,699826000.0,356947000.0
Netflix,2024,9965657000.0,718733000.0,328914000.0
Equity Residential,2023,875014000.0,269556000.0,888709000.0
Equity Residential,2024,1081205000.0,285735000.0,952191000.0
","corporate,year,EBITDA Growth
Equity Residential,2024,14.058670748087204
Netflix,2024,51.65290633195716
Prologis,2024,14.702022910272902
"
2258,US,fundamental,"For EBITDA Growth in 2019, what is the difference between the top and second-place companies among Intercontinental Exchange, NRG Energy, Expedia Group, Molson Coors Beverage Company, HP Inc.? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9521,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Intercontinental Exchange,2018,2520000000.0,244000000.0,586000000.0,0.0
Intercontinental Exchange,2019,2481000000.0,285000000.0,662000000.0,0.0
NRG Energy,2018,467000000.0,483000000.0,421000000.0,0.0
NRG Energy,2019,786000000.0,413000000.0,373000000.0,0.0
Expedia Group,2018,485000000.0,190000000.0,676000000.0,283000000.0
Expedia Group,2019,775000000.0,173000000.0,712000000.0,198000000.0
Molson Coors Beverage Company,2018,1359800000.0,306200000.0,857500000.0,0.0
Molson Coors Beverage Company,2019,479900000.0,280900000.0,859000000.0,0.0
HP Inc.,2018,3013000000.0,329000000.0,528000000.0,80000000.0
HP Inc.,2019,2523000000.0,240000000.0,744000000.0,116000000.0
","corporate,year,EBITDA Growth
Expedia Group,2019,13.708690330477355
HP Inc.,2019,-8.278481012658228
Intercontinental Exchange,2019,2.328358208955224
Molson Coors Beverage Company,2019,-35.81137309292649
NRG Energy,2019,14.660831509846828
"
2259,US,fundamental,"Among Tyson Foods, Fidelity National Information Services, Tapestry, Hormel Foods, calculate the margin between the lowest-EBITDA Growth company and the second-place company in 2019. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6036,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Tyson Foods,2018,2745000000.0,350000000.0,723000000.0,0.0
Tyson Foods,2019,2431000000.0,462000000.0,819000000.0,0.0
Fidelity National Information Services,2018,1104000000.0,298000000.0,1420000000.0,0.0
Fidelity National Information Services,2019,413000000.0,332000000.0,2444000000.0,0.0
Tapestry,2018,596800000.0,63000000.0,0.0,0.0
Tapestry,2019,766200000.0,45400000.0,0.0,0.0
Hormel Foods,2018,1181284000.0,26494000.0,149205000.0,12653000.0
Hormel Foods,2019,1209715000.0,18070000.0,153182000.0,0.0
","corporate,year,EBITDA Growth
Fidelity National Information Services,2019,13.0049610205528
Hormel Foods,2019,0.8273001001726007
Tapestry,2019,23.006971809639285
Tyson Foods,2019,-2.776322682032478
"
2260,US,fundamental,"Among Lululemon Athletica, Builders FirstSource, Invesco, how much lower is the Net Income Growth for the top company compared to the second place in 2017? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",58.3922,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Lululemon Athletica,2016,303381000.0
Lululemon Athletica,2017,258662000.0
Builders FirstSource,2016,144341000.0
Builders FirstSource,2017,38781000.0
Invesco,2016,854200000.0
Invesco,2017,1127300000.0
","corporate,year,Net Income Growth
Builders FirstSource,2017,-73.13237403094061
Invesco,2017,31.97143526106298
Lululemon Athletica,2017,-14.740211153631902
"
2261,US,fundamental,"Among Cintas, Kraft Heinz, Charter Communications, what is the gap in Net Income Growth between the highest-ranked company and the runner-up in 2022? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",122.2656,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Cintas,2021,1110968000.0
Cintas,2022,1235757000.0
Kraft Heinz,2021,1012000000.0
Kraft Heinz,2022,2363000000.0
Charter Communications,2021,4654000000.0
Charter Communications,2022,5055000000.0
","corporate,year,Net Income Growth
Charter Communications,2022,8.616244091104425
Cintas,2022,11.232456740428168
Kraft Heinz,2022,133.498023715415
"
2262,US,fundamental,"In 2023, within ExxonMobil, Devon Energy, Wells Fargo, Lennar, by how much does the company with the highest Net Income Growth differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",59.8555,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
ExxonMobil,2022,55740000000.0
ExxonMobil,2023,36010000000.0
Devon Energy,2022,6015000000.0
Devon Energy,2023,3747000000.0
Wells Fargo,2022,13182000000.0
Wells Fargo,2023,19142000000.0
Lennar,2022,4614125000.0
Lennar,2023,3938511000.0
","corporate,year,Net Income Growth
Devon Energy,2023,-37.70573566084788
ExxonMobil,2023,-35.39648367420165
Lennar,2023,-14.642299460894536
Wells Fargo,2023,45.2131694735245
"
2263,US,fundamental,"For Net Income Growth in 2017, what is the difference between the top and second-place companies among Travelers Companies (The), Rockwell Automation, Cincinnati Financial? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",63.6629,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Travelers Companies (The),2016,3014000000.0
Travelers Companies (The),2017,2056000000.0
Rockwell Automation,2016,729700000.0
Rockwell Automation,2017,825700000.0
Cincinnati Financial,2016,591000000.0
Cincinnati Financial,2017,1045000000.0
","corporate,year,Net Income Growth
Cincinnati Financial,2017,76.81895093062606
Rockwell Automation,2017,13.15609154447033
Travelers Companies (The),2017,-31.785003317850034
"
2264,US,fundamental,"Among Zebra Technologies, Seagate Technology, Garmin, calculate the margin between the highest-Net Income Growth company and the second-place company in 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.1949,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"corporate,year,NetIncome
Zebra Technologies,2020,504000000.0
Zebra Technologies,2021,837000000.0
Seagate Technology,2020,1004000000.0
Seagate Technology,2021,1314000000.0
Garmin,2020,992324000.0
Garmin,2021,1082200000.0
","corporate,year,Net Income Growth
Garmin,2021,9.057122472095807
Seagate Technology,2021,30.87649402390438
Zebra Technologies,2021,66.07142857142857
"
2265,US,fundamental,"Among UDR, Aptiv, Cadence Design Systems, Cisco, how much higher is the EPS Growth for the top company compared to the second place in 2022? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.1016,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
UDR,2021,150016000.0,300326000.0
UDR,2022,86924000.0,321671000.0
Aptiv,2021,590000000.0,270460000.0
Aptiv,2022,594000000.0,270900000.0
Cadence Design Systems,2021,695955000.0,273504000.0
Cadence Design Systems,2022,848952000.0,271198000.0
Cisco,2021,10591000000.0,4222000000.0
Cisco,2022,11812000000.0,4170000000.0
","corporate,year,EPS Growth
Aptiv,2022,0.514443380820992
Cadence Design Systems,2022,23.020978298606135
Cisco,2022,12.919421426318486
UDR,2022,-45.90175898075136
"
2266,US,fundamental,"Among Lam Research, UDR, AbbVie, what is the gap in EPS Growth between the highest-ranked company and the runner-up in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",321.5135,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Lam Research,2024,3827772000.0,131410000.0
Lam Research,2025,5358217000.0,1286101000.0
UDR,2024,89585000.0,329290000.0
UDR,2025,377704000.0,330322000.0
AbbVie,2024,4278000000.0,1769000000.0
AbbVie,2025,4226000000.0,1769000000.0
","corporate,year,EPS Growth
AbbVie,2025,-1.215521271622252
Lam Research,2025,-85.69698559465165
UDR,2025,320.2980052542
"
2267,US,fundamental,"In 2023, within Albemarle Corporation, Morgan Stanley, EOG Resources, Zoetis, by how much does the company with the highest EPS Growth differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.5254,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Albemarle Corporation,2022,2689816000.0,117120000.0
Albemarle Corporation,2023,1573476000.0,117317000.0
Morgan Stanley,2022,11029000000.0,1691000000.0
Morgan Stanley,2023,9087000000.0,1628000000.0
EOG Resources,2022,7759000000.0,583000000.0
EOG Resources,2023,7594000000.0,581000000.0
Zoetis,2022,2114000000.0,468891000.0
Zoetis,2023,2344000000.0,461172000.0
","corporate,year,EPS Growth
Albemarle Corporation,2023,-41.6006967855492
EOG Resources,2023,-1.789648975738353
Morgan Stanley,2023,-14.419740630185823
Zoetis,2023,12.735732228153577
"
2268,US,fundamental,"For EPS Growth in 2023, what is the difference between the top and second-place companies among ON Semiconductor, Chipotle Mexican Grill, Roper Technologies, Airbnb? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",115.0123,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
ON Semiconductor,2022,1902200000.0,433200000.0
ON Semiconductor,2023,2183700000.0,430700000.0
Chipotle Mexican Grill,2022,899101000.0,27851000.0
Chipotle Mexican Grill,2023,1228737000.0,27555000.0
Roper Technologies,2022,4544700000.0,105900000.0
Roper Technologies,2023,1384200000.0,106600000.0
Airbnb,2022,1893000000.0,637000000.0
Airbnb,2023,4792000000.0,637000000.0
","corporate,year,EPS Growth
Airbnb,2023,153.14315900686745
Chipotle Mexican Grill,2023,38.13089738473822
ON Semiconductor,2023,15.465003471229052
Roper Technologies,2023,-69.74254611819035
"
2269,US,fundamental,"Among Vulcan Materials Company, Amphenol, Fortinet, calculate the margin between the lowest-EPS Growth company and the second-place company in 2017. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.8818,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage
Vulcan Materials Company,2016,419491000.0,133205000.0
Vulcan Materials Company,2017,601185000.0,132513000.0
Amphenol,2016,822900000.0,308300000.0
Amphenol,2017,650500000.0,305700000.0
Fortinet,2016,32187000.0,172621000.0
Fortinet,2017,31399000.0,174315000.0
","corporate,year,EPS Growth
Amphenol,2017,-20.277974450125384
Fortinet,2017,-3.396205649093611
Vulcan Materials Company,2017,44.06136620637822
"
2270,US,fundamental,"Among FactSet, Expand Energy, Fortive, how much higher is the Free Cash Flow for the top company compared to the second place in 2024? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",791743000.0,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
FactSet,2024,700338000.0,85681000.0
Expand Energy,2024,1565000000.0,1557000000.0
Fortive,2024,1526800000.0,120400000.0
","corporate,year,Free Cash Flow
Expand Energy,2024,8000000.0
FactSet,2024,614657000.0
Fortive,2024,1406400000.0
"
2271,US,fundamental,"Among Tesla, Western Digital, Coca-Cola Company (The), ServiceNow, what is the gap in Free Cash Flow between the lowest-ranked company and the runner-up in 2019? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",300080000.0,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Tesla,2019,2405000000.0,1327000000.0
Western Digital,2019,1547000000.0,876000000.0
Coca-Cola Company (The),2019,10471000000.0,2054000000.0
ServiceNow,2019,1235972000.0,264892000.0
","corporate,year,Free Cash Flow
Coca-Cola Company (The),2019,8417000000.0
ServiceNow,2019,971080000.0
Tesla,2019,1078000000.0
Western Digital,2019,671000000.0
"
2272,US,fundamental,"In 2020, within PG&E Corporation, KLA Corporation, Dollar Tree, by how much does the company with the highest Free Cash Flow differ from the second-ranked company? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",191325000.0,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
PG&E Corporation,2020,-19130000000.0,7690000000.0
KLA Corporation,2020,1778850000.0,152675000.0
Dollar Tree,2020,2716300000.0,898800000.0
","corporate,year,Free Cash Flow
Dollar Tree,2020,1817500000.0
KLA Corporation,2020,1626175000.0
PG&E Corporation,2020,-26820000000.0
"
2273,US,fundamental,"For Free Cash Flow in 2016, what is the difference between the top and second-place companies among Labcorp, A. O. Smith, Akamai Technologies, Verizon? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4759000000.0,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Labcorp,2016,1175900000.0,278900000.0
A. O. Smith,2016,446600000.0,80700000.0
Akamai Technologies,2016,866298000.0,180949000.0
Verizon,2016,22715000000.0,17059000000.0
","corporate,year,Free Cash Flow
A. O. Smith,2016,365900000.0
Akamai Technologies,2016,685349000.0
Labcorp,2016,897000000.0
Verizon,2016,5656000000.0
"
2274,US,fundamental,"Among Expedia Group, West Pharmaceutical Services, Charles Schwab Corporation, Cadence Design Systems, Cummins, calculate the margin between the highest-Free Cash Flow company and the second-place company in 2019. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6136000000.0,hard,cash flow,CFO - Capex,"corporate,year,NetCashFromOperatingActivities,CapitalExpenses
Expedia Group,2019,2767000000.0,1160000000.0
West Pharmaceutical Services,2019,367200000.0,126400000.0
Charles Schwab Corporation,2019,9325000000.0,708000000.0
Cadence Design Systems,2019,729600000.0,74605000.0
Cummins,2019,3181000000.0,700000000.0
","corporate,year,Free Cash Flow
Cadence Design Systems,2019,654995000.0
Charles Schwab Corporation,2019,8617000000.0
Cummins,2019,2481000000.0
Expedia Group,2019,1607000000.0
West Pharmaceutical Services,2019,240800000.0
"
2275,US,fundamental,"Among Avery Dennison, Tractor Supply, Applied Materials, how much lower is the Free Cash Flow to Firm for the top company compared to the second place in 2021? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",315745370.0075,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Avery Dennison,2021,1046800000.0,255000000.0,70200000.0,248600000.0,992600000.0
Tractor Supply,2021,1138720000.0,628431000.0,23601000.0,282974000.0,1280088000.0
Applied Materials,2021,5442000000.0,668000000.0,236000000.0,883000000.0,6771000000.0
","corporate,year,Free Cash Flow to Firm
Applied Materials,2021,4979223452.961158
Avery Dennison,2021,844418174.4912351
Tractor Supply,2021,528672804.4837542
"
2276,US,fundamental,"Among Leidos, Oneok, McCormick & Company, what is the gap in Free Cash Flow to Firm between the lowest-ranked company and the runner-up in 2023? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",194549182.3096,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Leidos,2023,1165000000.0,207000000.0,207000000.0,435000000.0,403000000.0
Oneok,2023,4421000000.0,1595000000.0,866000000.0,829000000.0,3497000000.0
McCormick & Company,2023,1237300000.0,263900000.0,208200000.0,174500000.0,798700000.0
","corporate,year,Free Cash Flow to Firm
Leidos,2023,941563275.4342432
McCormick & Company,2023,1136112457.7438338
Oneok,2023,3486705747.7838144
"
2277,US,fundamental,"In 2021, within Alphabet Inc. (Class C), Textron, Brown–Forman, Home Depot (The), by how much does the company with the lowest Free Cash Flow to Firm differ from the second-ranked company? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",522842804.9629,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Alphabet Inc. (Class C),2021,91652000000.0,24640000000.0,0.0,14701000000.0,90734000000.0
Textron,2021,1599000000.0,375000000.0,142000000.0,126000000.0,873000000.0
Brown–Forman,2021,817000000.0,62000000.0,81000000.0,178000000.0,1081000000.0
Home Depot (The),2021,16571000000.0,2566000000.0,1347000000.0,5304000000.0,21737000000.0
","corporate,year,Free Cash Flow to Firm
Alphabet Inc. (Class C),2021,67012000000.0
Brown–Forman,2021,822662349.6762257
Home Depot (The),2021,15023321341.491467
Textron,2021,1345505154.6391752
"
2278,US,fundamental,"For Free Cash Flow to Firm in 2024, what is the difference between the top and second-place companies among Arthur J. Gallagher & Co., Meta Platforms, Tyson Foods? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",51618941886.4955,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Arthur J. Gallagher & Co.,2024,2582900000.0,0.0,381300000.0,404400000.0,1874800000.0
Meta Platforms,2024,91328000000.0,37256000000.0,486000000.0,8303000000.0,70663000000.0
Tyson Foods,2024,2590000000.0,1132000000.0,481000000.0,270000000.0,1092000000.0
","corporate,year,Free Cash Flow to Firm
Arthur J. Gallagher & Co.,2024,2881952442.9272456
Meta Platforms,2024,54500894329.42275
Tyson Foods,2024,1820071428.5714285
"
2279,US,fundamental,"Among Progressive Corporation, Domino's, WEC Energy Group, calculate the margin between the lowest-Free Cash Flow to Firm company and the second-place company in 2016. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",633812975.2761,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
Progressive Corporation,2016,2701900000.0,215000000.0,140900000.0,413500000.0,1470700000.0
Domino's,2016,287273000.0,58555000.0,110069000.0,129980000.0,344658000.0
WEC Energy Group,2016,2103500000.0,1423700000.0,402700000.0,566500000.0,1506700000.0
","corporate,year,Free Cash Flow to Firm
Domino's,2016,297276956.3625391
Progressive Corporation,2016,2588184748.759094
WEC Energy Group,2016,931089931.6386806
"
2280,US,fundamental,"Among Marathon Petroleum, Intuit, Keurig Dr Pepper, how much higher is the Free Cash Flow to Equity for the top company compared to the second place in 2025? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4283000000.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Marathon Petroleum,2024,8665000000.0,2533000000.0,0.0,24432000000.0
Marathon Petroleum,2025,8253000000.0,3486000000.0,0.0,30505000000.0
Intuit,2024,4884000000.0,191000000.0,0.0,5539000000.0
Intuit,2025,6207000000.0,84000000.0,0.0,5973000000.0
Keurig Dr Pepper,2024,2219000000.0,563000000.0,2642000000.0,12912000000.0
Keurig Dr Pepper,2025,1991000000.0,486000000.0,3105000000.0,13036000000.0
","corporate,year,Free Cash Flow to Equity
Intuit,2025,6557000000.0
Keurig Dr Pepper,2025,2092000000.0
Marathon Petroleum,2025,10840000000.0
"
2281,US,fundamental,"Among Nike, Martin Marietta Materials, Mondelez International, Netflix, HCA Healthcare, what is the gap in Free Cash Flow to Equity between the highest-ranked company and the runner-up in 2020? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3965000000.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Nike,2019,5903000000.0,1119000000.0,9000000.0,3464000000.0
Nike,2020,2485000000.0,1086000000.0,248000000.0,9406000000.0
Martin Marietta Materials,2019,966100000.0,393500000.0,0.0,2433600000.0
Martin Marietta Materials,2020,1050100000.0,359700000.0,0.0,2625800000.0
Mondelez International,2019,3965000000.0,925000000.0,2638000000.0,14207000000.0
Mondelez International,2020,3964000000.0,863000000.0,29000000.0,17276000000.0
Netflix,2019,-2887322000.0,253035000.0,0.0,14759260000.0
Netflix,2020,2427077000.0,497923000.0,499878000.0,15809095000.0
HCA Healthcare,2019,7602000000.0,4158000000.0,0.0,33577000000.0
HCA Healthcare,2020,9232000000.0,2835000000.0,0.0,30795000000.0
","corporate,year,Free Cash Flow to Equity
HCA Healthcare,2020,3615000000.0
Martin Marietta Materials,2020,882600000.0
Mondelez International,2020,3561000000.0
Netflix,2020,3478867000.0
Nike,2020,7580000000.0
"
2282,US,fundamental,"In 2025, within Mondelez International, GE HealthCare, Ameriprise Financial, by how much does the company with the lowest Free Cash Flow to Equity differ from the second-ranked company? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4853000000.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Mondelez International,2024,4910000000.0,1387000000.0,71000000.0,15664000000.0
Mondelez International,2025,4514000000.0,1279000000.0,2688000000.0,17222000000.0
GE HealthCare,2024,1955000000.0,401000000.0,1502000000.0,7449000000.0
GE HealthCare,2025,1987000000.0,482000000.0,508000000.0,9495000000.0
Ameriprise Financial,2024,6595000000.0,176000000.0,0.0,8113000000.0
Ameriprise Financial,2025,8323000000.0,162000000.0,0.0,8739000000.0
","corporate,year,Free Cash Flow to Equity
Ameriprise Financial,2025,8787000000.0
GE HealthCare,2025,2557000000.0
Mondelez International,2025,7410000000.0
"
2283,US,fundamental,"For Free Cash Flow to Equity in 2020, what is the difference between the top and second-place companies among Cooper Companies (The), Cummins, Insulet Corporation? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32300000.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Cooper Companies (The),2019,713200000.0,292100000.0,563700000.0,1262600000.0
Cooper Companies (The),2020,486600000.0,310400000.0,409300000.0,1383900000.0
Cummins,2019,3181000000.0,700000000.0,660000000.0,1576000000.0
Cummins,2020,2722000000.0,528000000.0,323000000.0,3610000000.0
Insulet Corporation,2019,98400000.0,163700000.0,0.0,887900000.0
Insulet Corporation,2020,84000000.0,129000000.0,0.0,1043700000.0
","corporate,year,Free Cash Flow to Equity
Cooper Companies (The),2020,143100000.0
Cummins,2020,3891000000.0
Insulet Corporation,2020,110800000.0
"
2284,US,fundamental,"Among Starbucks, Sherwin-Williams, Vertex Pharmaceuticals, calculate the margin between the highest-Free Cash Flow to Equity company and the second-place company in 2020. (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1051427000.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"corporate,year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
Starbucks,2019,5047000000.0,1806600000.0,0.0,11167000000.0
Starbucks,2020,1597800000.0,1483600000.0,438800000.0,14659600000.0
Sherwin-Williams,2019,96600000.0,328900000.0,204700000.0,8050700000.0
Sherwin-Williams,2020,133900000.0,303800000.0,100000.0,8266900000.0
Vertex Pharmaceuticals,2019,1569330000.0,75451000.0,0.0,538576000.0
Vertex Pharmaceuticals,2020,3253505000.0,259798000.0,0.0,539042000.0
","corporate,year,Free Cash Flow to Equity
Sherwin-Williams,2020,-158300000.0
Starbucks,2020,4045600000.0
Vertex Pharmaceuticals,2020,2994173000.0
"
2285,US,fundamental,"Among CMS Energy, DuPont, Leidos, how much higher is the Operating Cash Flow Margin for the top company compared to the second place in 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.2443,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
CMS Energy,2018,1703000000.0,6873000000.0
DuPont,2018,4731000000.0,85977000000.0
Leidos,2018,768000000.0,10194000000.0
","corporate,year,Operating Cash Flow Margin
CMS Energy,2018,24.778117270478685
DuPont,2018,5.502634425485886
Leidos,2018,7.533843437316068
"
2286,US,fundamental,"Among NVR, Darden Restaurants, Advanced Micro Devices, what is the gap in Operating Cash Flow Margin between the highest-ranked company and the runner-up in 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.3226,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
NVR,2025,5994849000.0,10323959000.0
Darden Restaurants,2025,1707000000.0,12076700000.0
Advanced Micro Devices,2025,6493000000.0,34639000000.0
","corporate,year,Operating Cash Flow Margin
Advanced Micro Devices,2025,18.74476745864488
Darden Restaurants,2025,14.13465599046097
NVR,2025,58.06734606365639
"
2287,US,fundamental,"In 2021, within Chubb Limited, Coinbase, First Solar, HP Inc., by how much does the company with the lowest Operating Cash Flow Margin differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9688,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Chubb Limited,2021,11149000000.0,40963000000.0
Coinbase,2021,10730031000.0,7839444000.0
First Solar,2021,237559000.0,2923377000.0
HP Inc.,2021,6409000000.0,63487000000.0
","corporate,year,Operating Cash Flow Margin
Chubb Limited,2021,27.217244830700878
Coinbase,2021,136.87234706951156
First Solar,2021,8.126184204089997
HP Inc.,2021,10.094980074660954
"
2288,US,fundamental,"For Operating Cash Flow Margin in 2020, what is the difference between the top and second-place companies among Quest Diagnostics, Steel Dynamics, Packaging Corporation of America? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.7345,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Quest Diagnostics,2020,2005000000.0,9437000000.0
Steel Dynamics,2020,987032000.0,9587691000.0
Packaging Corporation of America,2020,1032800000.0,6658200000.0
","corporate,year,Operating Cash Flow Margin
Packaging Corporation of America,2020,15.511699858820702
Quest Diagnostics,2020,21.246158736886724
Steel Dynamics,2020,10.294783175636345
"
2289,US,fundamental,"Among Fox Corporation (Class B), Lowe's, Regency Centers, Incyte, Veralto, calculate the margin between the highest-Operating Cash Flow Margin company and the second-place company in 2025. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.785,hard,cash flow,CFO / Revenue * 100%,"corporate,year,NetCashFromOperatingActivities,Revenue
Fox Corporation (Class B),2025,3324000000.0,16300000000.0
Lowe's,2025,9864000000.0,86286000000.0
Regency Centers,2025,827692000.0,1553524000.0
Incyte,2025,1413498000.0,5141242000.0
Veralto,2025,1077000000.0,5503000000.0
","corporate,year,Operating Cash Flow Margin
Fox Corporation (Class B),2025,20.392638036809814
Incyte,2025,27.493317762517304
Lowe's,2025,11.431750225992628
Regency Centers,2025,53.27835295753397
Veralto,2025,19.571143012902052
"
2290,US,fundamental,"Among NiSource, Xylem Inc., KeyCorp, how much lower is the Capex Intensity for the top company compared to the second place in 2016? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.9617,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
NiSource,2016,1475200000.0,4492500000.0
Xylem Inc.,2016,124000000.0,3771000000.0
KeyCorp,2016,145000000.0,464000000.0
","corporate,year,Capex Intensity
KeyCorp,2016,31.25
NiSource,2016,32.836950473010575
Xylem Inc.,2016,3.288252452930257
"
2291,US,fundamental,"Among Diamondback Energy, West Pharmaceutical Services, Mondelez International, what is the gap in Capex Intensity between the highest-ranked company and the runner-up in 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8748,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Diamondback Energy,2018,6840000.0,2176256000.0
West Pharmaceutical Services,2018,104700000.0,1717400000.0
Mondelez International,2018,1095000000.0,25938000000.0
","corporate,year,Capex Intensity
Diamondback Energy,2018,0.31430125867544995
Mondelez International,2018,4.2216053666435345
West Pharmaceutical Services,2018,6.0964248282287175
"
2292,US,fundamental,"In 2022, within Fidelity National Information Services, Amgen, Sherwin-Williams, Steel Dynamics, by how much does the company with the lowest Capex Intensity differ from the second-ranked company? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0651,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Fidelity National Information Services,2022,268000000.0,14528000000.0
Amgen,2022,936000000.0,26323000000.0
Sherwin-Williams,2022,644500000.0,22148900000.0
Steel Dynamics,2022,908902000.0,21469251000.0
","corporate,year,Capex Intensity
Amgen,2022,3.5558257037571703
Fidelity National Information Services,2022,1.8447136563876654
Sherwin-Williams,2022,2.909851053551192
Steel Dynamics,2022,4.233505863804936
"
2293,US,fundamental,"For Capex Intensity in 2020, what is the difference between the top and second-place companies among Target Corporation, Align Technology, IBM, Alphabet Inc. (Class C), Howmet Aerospace? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7248,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
Target Corporation,2020,2649000000.0,93561000000.0
Align Technology,2020,154916000.0,2471941000.0
IBM,2020,2618000000.0,73620000000.0
Alphabet Inc. (Class C),2020,22281000000.0,182527000000.0
Howmet Aerospace,2020,267000000.0,5259000000.0
","corporate,year,Capex Intensity
Align Technology,2020,6.266978054896942
Alphabet Inc. (Class C),2020,12.206961161910293
Howmet Aerospace,2020,5.077010838562464
IBM,2020,3.5560988861722356
Target Corporation,2020,2.8313079167601884
"
2294,US,fundamental,"Among CenterPoint Energy, A. O. Smith, Oneok, ON Semiconductor, calculate the margin between the lowest-Capex Intensity company and the second-place company in 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0909,hard,cash flow,Capex / Revenue * 100%,"corporate,year,CapitalExpenses,Revenue
CenterPoint Energy,2021,3164000000.0,8352000000.0
A. O. Smith,2021,75100000.0,3538900000.0
Oneok,2021,696854000.0,16540309000.0
ON Semiconductor,2021,444600000.0,6739800000.0
","corporate,year,Capex Intensity
A. O. Smith,2021,2.1221283449659496
CenterPoint Energy,2021,37.883141762452105
ON Semiconductor,2021,6.596634914982641
Oneok,2021,4.2130651851788254
"
2295,US,fundamental,"Among Blackstone Inc., Ameriprise Financial, Comcast, how much lower is the Cash Flow to Net Income for the top company compared to the second place in 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4551,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Blackstone Inc.,2024,3481662000.0,2776508000.0
Ameriprise Financial,2024,6595000000.0,3401000000.0
Comcast,2024,27673000000.0,16192000000.0
","corporate,year,Cash Flow to Net Income
Ameriprise Financial,2024,1.939135548368127
Blackstone Inc.,2024,1.2539715354682932
Comcast,2024,1.7090538537549407
"
2296,US,fundamental,"Among IBM, Constellation Brands, Citigroup, what is the gap in Cash Flow to Net Income between the lowest-ranked company and the runner-up in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.9732,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
IBM,2025,13193000000.0,10593000000.0
Constellation Brands,2025,2669000000.0,1686700000.0
Citigroup,2025,-81941000000.0,14306000000.0
","corporate,year,Cash Flow to Net Income
Citigroup,2025,-5.7277366140081085
Constellation Brands,2025,1.5823797948657141
IBM,2025,1.2454451052581894
"
2297,US,fundamental,"In 2020, within Masco, Baxter International, Verisk Analytics, Home Depot (The), by how much does the company with the lowest Cash Flow to Net Income differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6857,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Masco,2020,953000000.0,1224000000.0
Baxter International,2020,1868000000.0,1102000000.0
Verisk Analytics,2020,1068200000.0,712700000.0
Home Depot (The),2020,18839000000.0,12866000000.0
","corporate,year,Cash Flow to Net Income
Baxter International,2020,1.6950998185117967
Home Depot (The),2020,1.4642468521685061
Masco,2020,0.7785947712418301
Verisk Analytics,2020,1.4988073523221552
"
2298,US,fundamental,"For Cash Flow to Net Income in 2023, what is the difference between the top and second-place companies among Cooper Companies (The), Global Payments, Tapestry, Air Products, O’Reilly Automotive? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2152,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
Cooper Companies (The),2023,607500000.0,294200000.0
Global Payments,2023,2248741000.0,986233000.0
Tapestry,2023,975200000.0,936000000.0
Air Products,2023,3205700000.0,2300200000.0
O’Reilly Automotive,2023,3034084000.0,2346581000.0
","corporate,year,Cash Flow to Net Income
Air Products,2023,1.393661420746022
Cooper Companies (The),2023,2.064921821889871
Global Payments,2023,2.2801315713426744
O’Reilly Automotive,2023,1.2929807238701754
Tapestry,2023,1.041880341880342
"
2299,US,fundamental,"Among O’Reilly Automotive, D. R. Horton, Automatic Data Processing, Snap-on, calculate the margin between the highest-Cash Flow to Net Income company and the second-place company in 2021. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2912,hard,cash flow,CFO / Net Income,"corporate,year,NetCashFromOperatingActivities,NetIncome
O’Reilly Automotive,2021,3207310000.0,2164685000.0
D. R. Horton,2021,534400000.0,4175800000.0
Automatic Data Processing,2021,3093300000.0,2598500000.0
Snap-on,2021,966600000.0,820500000.0
","corporate,year,Cash Flow to Net Income
Automatic Data Processing,2021,1.1904175485857225
D. R. Horton,2021,0.12797547775276594
O’Reilly Automotive,2021,1.4816520648500822
Snap-on,2021,1.1780621572212067
"
2300,US,fundamental,"Among Kenvue, Illinois Tool Works, American Electric Power, Marsh McLennan, how much higher is the Cash Flow to Debt for the top company compared to the second place in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1635,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Kenvue,2025,2197000000.0,1453000000.0,0.0
Illinois Tool Works,2025,3126000000.0,2286000000.0,6683000000.0
American Electric Power,2025,6944000000.0,1508000000.0,44128000000.0
Marsh McLennan,2025,5292000000.0,1267000000.0,18320000000.0
","corporate,year,Cash Flow to Debt
American Electric Power,2025,0.15216057498466123
Illinois Tool Works,2025,0.34853383877801314
Kenvue,2025,1.5120440467997247
Marsh McLennan,2025,0.270179200490121
"
2301,US,fundamental,"Among Mosaic Company (The), Lennox International, Accenture, what is the gap in Cash Flow to Debt between the highest-ranked company and the runner-up in 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.7744,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Mosaic Company (The),2024,1299200000.0,402300000.0,3332300000.0
Lennox International,2024,945700000.0,0.0,833100000.0
Accenture,2024,9131027000.0,946229000.0,78628000.0
","corporate,year,Cash Flow to Debt
Accenture,2024,8.909562016944802
Lennox International,2024,1.135157844196375
Mosaic Company (The),2024,0.3478819686177904
"
2302,US,fundamental,"In 2025, within Alexandria Real Estate Equities, Mondelez International, Principal Financial Group, Automatic Data Processing, by how much does the company with the highest Cash Flow to Debt differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5825,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Alexandria Real Estate Equities,2025,1414046000.0,0.0,12047394000.0
Mondelez International,2025,4514000000.0,2688000000.0,17222000000.0
Principal Financial Group,2025,4536700000.0,27700000.0,3926300000.0
Automatic Data Processing,2025,4939700000.0,4769500000.0,3974700000.0
","corporate,year,Cash Flow to Debt
Alexandria Real Estate Equities,2025,0.11737359963490859
Automatic Data Processing,2025,0.5649115985453215
Mondelez International,2025,0.22672024108488198
Principal Financial Group,2025,1.1473697521497217
"
2303,US,fundamental,"For Cash Flow to Debt in 2025, what is the difference between the top and second-place companies among Workday, Illinois Tool Works, Nasdaq Inc., Extra Space Storage, Datadog? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0839,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Workday,2025,2939000000.0,0.0,2987000000.0
Illinois Tool Works,2025,3126000000.0,2286000000.0,6683000000.0
Nasdaq Inc.,2025,2255000000.0,431000000.0,8573000000.0
Extra Space Storage,2025,1850193000.0,1079565000.0,9432427000.0
Datadog,2025,1050135000.0,0.0,983449000.0
","corporate,year,Cash Flow to Debt
Datadog,2025,1.0678082950920689
Extra Space Storage,2025,0.17600783942757947
Illinois Tool Works,2025,0.34853383877801314
Nasdaq Inc.,2025,0.2504442470013327
Workday,2025,0.98393036491463
"
2304,US,fundamental,"Among Pool Corporation, PNC Financial Services, PulteGroup, Healthpeak Properties, calculate the margin between the lowest-Cash Flow to Debt company and the second-place company in 2025. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1081,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"corporate,year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
Pool Corporation,2025,365850000.0,13029000.0,1186424000.0
PNC Financial Services,2025,4384000000.0,0.0,57101000000.0
PulteGroup,2025,1871249000.0,0.0,1631098000.0
Healthpeak Properties,2025,1251959000.0,0.0,6772722000.0
","corporate,year,Cash Flow to Debt
Healthpeak Properties,2025,0.18485315062392935
PNC Financial Services,2025,0.07677623859477067
Pool Corporation,2025,0.3050140355645448
PulteGroup,2025,1.1472327229878279
"
2305,US,fundamental,"Among Duke Energy, Progressive Corporation, Fifth Third Bancorp, how much higher is the Earnings Per Share Basic for the top company compared to the second place in 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7428,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Duke Energy,2021,3908000000.0,769000000.0,106000000.0
Progressive Corporation,2021,3350900000.0,584500000.0,26900000.0
Fifth Third Bancorp,2021,2770000000.0,702188552.0,111000000.0
","corporate,year,Earnings Per Share Basic
Duke Energy,2021,4.94408322496749
Fifth Third Bancorp,2021,3.786732199530362
Progressive Corporation,2021,5.686911890504705
"
2306,US,fundamental,"Among American International Group, Goldman Sachs, Huntington Bancshares, what is the gap in Earnings Per Share Basic between the lowest-ranked company and the runner-up in 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.6861,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
American International Group,2022,10276000000.0,778621118.0,29000000.0
Goldman Sachs,2022,11261000000.0,352100000.0,497000000.0
Huntington Bancshares,2022,2238000000.0,1441279000.0,113000000.0
","corporate,year,Earnings Per Share Basic
American International Group,2022,13.160444487199229
Goldman Sachs,2022,30.570860550979834
Huntington Bancshares,2022,1.474384903963771
"
2307,US,fundamental,"In 2019, within Williams Companies, Huntington Bancshares, Wells Fargo, by how much does the company with the lowest Earnings Per Share Basic differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5882,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Williams Companies,2019,850000000.0,1212037000.0,3000000.0
Huntington Bancshares,2019,1411000000.0,1038840000.0,74000000.0
Wells Fargo,2019,19549000000.0,4393100000.0,1611000000.0
","corporate,year,Earnings Per Share Basic
Huntington Bancshares,2019,1.2870124369489044
Wells Fargo,2019,4.083221415401425
Williams Companies,2019,0.6988235507661895
"
2308,US,fundamental,"For Earnings Per Share Basic in 2023, what is the difference between the top and second-place companies among Charles Schwab Corporation, Morgan Stanley, Raymond James Financial? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.9427,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Charles Schwab Corporation,2023,5067000000.0,1824000000.0,418000000.0
Morgan Stanley,2023,9087000000.0,1628000000.0,557000000.0
Raymond James Financial,2023,1739000000.0,211800000.0,6000000.0
","corporate,year,Earnings Per Share Basic
Charles Schwab Corporation,2023,2.548793859649123
Morgan Stanley,2023,5.23955773955774
Raymond James Financial,2023,8.182247403210576
"
2309,US,fundamental,"Among Prologis, Allstate, Targa Resources, Wells Fargo, calculate the margin between the highest-Earnings Per Share Basic company and the second-place company in 2017. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.3488,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"corporate,year,NetIncome,SharesAverage,PreferredDividendExpense
Prologis,2017,1652325000.0,530400000.0,6499000.0
Allstate,2017,3189000000.0,362000000.0,116000000.0
Targa Resources,2017,54000000.0,206900000.0,91700000.0
Wells Fargo,2017,22183000000.0,4964600000.0,1629000000.0
","corporate,year,Earnings Per Share Basic
Allstate,2017,8.488950276243093
Prologis,2017,3.1029901960784314
Targa Resources,2017,-0.18221362977283712
Wells Fargo,2017,4.140111992909802
"
2310,US,fundamental,"Among Raymond James Financial, Oneok, Wells Fargo, how much higher is the Earnings Per Share Diluted for the top company compared to the second place in 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.3517,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Raymond James Financial,2024,2068000000.0,212300000.0,5000000.0
Oneok,2024,3035000000.0,586500000.0,1000000.0
Wells Fargo,2024,19722000000.0,3467600000.0,1116000000.0
","corporate,year,Earnings Per Share Diluted
Oneok,2024,5.17306052855925
Raymond James Financial,2024,9.717381064531324
Wells Fargo,2024,5.365670780943592
"
2311,US,fundamental,"Among Wells Fargo, Goldman Sachs, Huntington Bancshares, what is the gap in Earnings Per Share Diluted between the highest-ranked company and the runner-up in 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.0661,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Wells Fargo,2025,21338000000.0,3242300000.0,1053000000.0
Goldman Sachs,2025,17176000000.0,317600000.0,876000000.0
Huntington Bancshares,2025,2211000000.0,1504836000.0,124000000.0
","corporate,year,Earnings Per Share Diluted
Goldman Sachs,2025,51.322418136020154
Huntington Bancshares,2025,1.3868620899553175
Wells Fargo,2025,6.2563612250562874
"
2312,US,fundamental,"In 2024, within Charles Schwab Corporation, Ameren, Morgan Stanley, by how much does the company with the lowest Earnings Per Share Diluted differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4222,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Charles Schwab Corporation,2024,5942000000.0,1834000000.0,464000000.0
Ameren,2024,1184000000.0,267400000.0,5000000.0
Morgan Stanley,2024,13390000000.0,1611000000.0,590000000.0
","corporate,year,Earnings Per Share Diluted
Ameren,2024,4.409124906507105
Charles Schwab Corporation,2024,2.9869138495092695
Morgan Stanley,2024,7.945375543140906
"
2313,US,fundamental,"For Earnings Per Share Diluted in 2017, what is the difference between the top and second-place companies among Targa Resources, Southern Company, Alliant Energy? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.9661,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Targa Resources,2017,54000000.0,206900000.0,91700000.0
Southern Company,2017,1071000000.0,1008000000.0,38000000.0
Alliant Energy,2017,467500000.0,229700000.0,10200000.0
","corporate,year,Earnings Per Share Diluted
Alliant Energy,2017,1.9908576404005225
Southern Company,2017,1.0248015873015872
Targa Resources,2017,-0.18221362977283712
"
2314,US,fundamental,"Among Oneok, Alliant Energy, Huntington Bancshares, Allstate, calculate the margin between the lowest-Earnings Per Share Diluted company and the second-place company in 2020. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7224,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"corporate,year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
Oneok,2020,612809000.0,431782000.0,1100000.0
Alliant Energy,2020,624000000.0,248700000.0,10000000.0
Huntington Bancshares,2020,817000000.0,1032683000.0,100000000.0
Allstate,2020,5576000000.0,315500000.0,115000000.0
","corporate,year,Earnings Per Share Diluted
Alliant Energy,2020,2.4688379573783674
Allstate,2020,17.30903328050713
Huntington Bancshares,2020,0.6943079337996267
Oneok,2020,1.416707968372929
"
2315,US,fundamental,"Among Biogen, Jabil, Raymond James Financial, how much lower is the Operating Cash Flow Per Share for the top company compared to the second place in 2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.9957,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Biogen,2020,4229800000.0,160900000.0
Jabil,2020,1257275000.0,151613000.0
Raymond James Financial,2020,4054000000.0,137600000.0
","corporate,year,Operating Cash Flow Per Share
Biogen,2020,26.288377874456184
Jabil,2020,8.292659600430042
Raymond James Financial,2020,29.462209302325583
"
2316,US,fundamental,"Among PTC Inc., Arch Capital Group, Gen Digital, what is the gap in Operating Cash Flow Per Share between the lowest-ranked company and the runner-up in 2023? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9217,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
PTC Inc.,2023,610861000.0,118341000.0
Arch Capital Group,2023,5749000000.0,368700000.0
Gen Digital,2023,2064000000.0,637000000.0
","corporate,year,Operating Cash Flow Per Share
Arch Capital Group,2023,15.59262272850556
Gen Digital,2023,3.240188383045526
PTC Inc.,2023,5.1618712027108105
"
2317,US,fundamental,"In 2022, within Erie Indemnity, T-Mobile US, Welltower, Vistra Corp., Coca-Cola Company (The), by how much does the company with the lowest Operating Cash Flow Per Share differ from the second-ranked company? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3977,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Erie Indemnity,2022,366152000.0,46191458.0
T-Mobile US,2022,16781000000.0,1249763934.0
Welltower,2022,1328708000.0,462185000.0
Vistra Corp.,2022,485000000.0,422447074.0
Coca-Cola Company (The),2022,11018000000.0,4328000000.0
","corporate,year,Operating Cash Flow Per Share
Coca-Cola Company (The),2022,2.5457486136783736
Erie Indemnity,2022,7.926833571696308
T-Mobile US,2022,13.427335789960475
Vistra Corp.,2022,1.1480728116014836
Welltower,2022,2.8748401614072288
"
2318,US,fundamental,"For Operating Cash Flow Per Share in 2019, what is the difference between the top and second-place companies among Quanta Services, Loews Corporation, Ameren? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6996,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Quanta Services,2019,526551000.0,145710000.0
Loews Corporation,2019,-26000000.0,302700000.0
Ameren,2019,2170000000.0,245600000.0
","corporate,year,Operating Cash Flow Per Share
Ameren,2019,8.835504885993485
Loews Corporation,2019,-0.08589362405021474
Quanta Services,2019,3.613691579164093
"
2319,US,fundamental,"Among Schlumberger, J.B. Hunt, Boston Scientific, calculate the margin between the highest-Operating Cash Flow Per Share company and the second-place company in 2016. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.9803,hard,per share,CFO / Weighted-Average Basic Shares,"corporate,year,NetCashFromOperatingActivities,SharesAverage
Schlumberger,2016,6261000000.0,1357000000.0
J.B. Hunt,2016,854143000.0,112474000.0
Boston Scientific,2016,972000000.0,1357600000.0
","corporate,year,Operating Cash Flow Per Share
Boston Scientific,2016,0.7159693576900412
J.B. Hunt,2016,7.594137311734268
Schlumberger,2016,4.6138540899042
"
2320,US,fundamental,"Among Rockwell Automation, Old Dominion, Alphabet Inc. (Class C), Berkshire Hathaway, how much lower is the Equity Multiplier for the top company compared to the second place in 2021? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1199,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Rockwell Automation,2020,7264700000.0,1027800000.0
Rockwell Automation,2021,10701600000.0,2389600000.0
Old Dominion,2020,4369410000.0,3326288000.0
Old Dominion,2021,4821544000.0,3679807000.0
Alphabet Inc. (Class C),2020,319616000000.0,222544000000.0
Alphabet Inc. (Class C),2021,359268000000.0,251635000000.0
Berkshire Hathaway,2020,873729000000.0,443164000000.0
Berkshire Hathaway,2021,958784000000.0,506199000000.0
","corporate,year,Equity Multiplier
Alphabet Inc. (Class C),2021,1.4317040611245964
Berkshire Hathaway,2021,1.930255339632996
Old Dominion,2021,1.3118511810073943
Rockwell Automation,2021,5.257300872007959
"
2321,US,fundamental,"Among KeyCorp, Linde plc, Hormel Foods, what is the gap in Equity Multiplier between the lowest-ranked company and the runner-up in 2025? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4993,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
KeyCorp,2024,187168000000.0,18176000000.0
KeyCorp,2025,184381000000.0,20381000000.0
Linde plc,2024,80147000000.0,38092000000.0
Linde plc,2025,86817000000.0,38245000000.0
Hormel Foods,2024,13434729000.0,7993420000.0
Hormel Foods,2025,13393119000.0,7901171000.0
","corporate,year,Equity Multiplier
Hormel Foods,2025,1.6878602286777935
KeyCorp,2025,9.636356563010608
Linde plc,2025,2.1871962482151512
"
2322,US,fundamental,"In 2025, within Ares Management, Corning Inc., Packaging Corporation of America, Universal Health Services, Vertex Pharmaceuticals, by how much does the company with the highest Equity Multiplier differ from the second-ranked company? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.2343,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Ares Management,2024,24884308000.0,3543646000.0
Ares Management,2025,28633369000.0,4275463000.0
Corning Inc.,2024,27735000000.0,10686000000.0
Corning Inc.,2025,30976000000.0,11807000000.0
Packaging Corporation of America,2024,8833200000.0,4404000000.0
Packaging Corporation of America,2025,10725500000.0,4598000000.0
Universal Health Services,2024,14469749000.0,6666207000.0
Universal Health Services,2025,15527593000.0,7275792000.0
Vertex Pharmaceuticals,2024,22533200000.0,16409600000.0
Vertex Pharmaceuticals,2025,25643000000.0,18665800000.0
","corporate,year,Equity Multiplier
Ares Management,2025,6.84447256074829
Corning Inc.,2025,2.6101898368381273
Packaging Corporation of America,2025,2.172706065318818
Universal Health Services,2025,2.15158113266254
Vertex Pharmaceuticals,2025,1.3735039372323623
"
2323,US,fundamental,"For Equity Multiplier in 2019, what is the difference between the top and second-place companies among Regions Financial Corporation, Walmart, Charter Communications? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6816,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Regions Financial Corporation,2018,125688000000.0,15090000000.0
Regions Financial Corporation,2019,126240000000.0,16295000000.0
Walmart,2018,219295000000.0,72496000000.0
Walmart,2019,236495000000.0,74669000000.0
Charter Communications,2018,146130000000.0,36285000000.0
Charter Communications,2019,148188000000.0,31445000000.0
","corporate,year,Equity Multiplier
Charter Communications,2019,4.345459914365865
Regions Financial Corporation,2019,8.02701927672455
Walmart,2019,3.097135867903374
"
2324,US,fundamental,"Among Ross Stores, Norfolk Southern, eBay Inc., calculate the margin between the highest-Equity Multiplier company and the second-place company in 2020. (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5104,hard,solvency,Average Total Assets / Average Stockholders Equity,"corporate,year,Assets,AllEquityBalance
Ross Stores,2019,9348367000.0,3359249000.0
Ross Stores,2020,12717867000.0,3290640000.0
Norfolk Southern,2019,37923000000.0,15184000000.0
Norfolk Southern,2020,37962000000.0,14791000000.0
eBay Inc.,2019,18174000000.0,2870000000.0
eBay Inc.,2020,19310000000.0,3561000000.0
","corporate,year,Equity Multiplier
Norfolk Southern,2020,2.5316096747289407
Ross Stores,2020,3.3182860646245373
eBay Inc.,2020,5.828642512828487
"
2325,US,fundamental,"Among Waters Corporation, Marsh McLennan, Linde plc, how much higher is the EBITDA for the top company compared to the second place in 2022? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4647000000.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Waters Corporation,2022,837846000.0,48797000.0,71998000.0,0.0
Marsh McLennan,2022,4082000000.0,469000000.0,381000000.0,338000000.0
Linde plc,2022,5543000000.0,170000000.0,4204000000.0,0.0
","corporate,year,EBITDA
Linde plc,2022,9917000000.0
Marsh McLennan,2022,5270000000.0
Waters Corporation,2022,958641000.0
"
2326,US,fundamental,"Among Supermicro, Applied Materials, Fastenal, what is the gap in EBITDA between the highest-ranked company and the runner-up in 2025? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8134600000.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Supermicro,2025,1211916000.0,30251000.0,0.0,0.0
Applied Materials,2025,9271000000.0,269000000.0,435000000.0,0.0
Fastenal,2025,1655000000.0,6200000.0,168500000.0,10700000.0
","corporate,year,EBITDA
Applied Materials,2025,9975000000.0
Fastenal,2025,1840400000.0
Supermicro,2025,1242167000.0
"
2327,US,fundamental,"In 2023, within NextEra Energy, Alphabet Inc. (Class C), T-Mobile US, by how much does the company with the lowest EBITDA differ from the second-ranked company? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11522000000.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
NextEra Energy,2023,7288000000.0,2463000000.0,5879000000.0
Alphabet Inc. (Class C),2023,85717000000.0,0.0,11946000000.0
T-Mobile US,2023,10999000000.0,3335000000.0,12818000000.0
","corporate,year,EBITDA
Alphabet Inc. (Class C),2023,97663000000.0
NextEra Energy,2023,15630000000.0
T-Mobile US,2023,27152000000.0
"
2328,US,fundamental,"For EBITDA in 2021, what is the difference between the top and second-place companies among Duke Energy, Snap-on, United Rentals, FirstEnergy, Equinix? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1446881000.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
Duke Energy,2021,3764000000.0,2280000000.0,5663000000.0,0.0
Snap-on,2021,1086900000.0,53100000.0,75600000.0,29200000.0
United Rentals,2021,1846000000.0,424000000.0,1611000000.0,0.0
FirstEnergy,2021,1559000000.0,1141000000.0,1601000000.0,0.0
Equinix,2021,608952000.0,426439000.0,1450806000.0,205484000.0
","corporate,year,EBITDA
Duke Energy,2021,11707000000.0
Equinix,2021,2691681000.0
FirstEnergy,2021,4301000000.0
Snap-on,2021,1244800000.0
United Rentals,2021,3881000000.0
"
2329,US,fundamental,"Among Paycom, Hubbell Incorporated, Apple Inc., NextEra Energy, calculate the margin between the highest-EBITDA company and the second-place company in 2023. (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",113428000000.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"corporate,year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
Paycom,2023,472399000.0,1927000.0,113948000.0
Hubbell Incorporated,2023,983300000.0,0.0,149700000.0
Apple Inc.,2023,113736000000.0,3803000000.0,11519000000.0
NextEra Energy,2023,7288000000.0,2463000000.0,5879000000.0
","corporate,year,EBITDA
Apple Inc.,2023,129058000000.0
Hubbell Incorporated,2023,1133000000.0
NextEra Energy,2023,15630000000.0
Paycom,2023,588274000.0
"
2330,US,fundamental,"Among State Street Corporation, Textron, International Flavors & Fragrances, how much higher is the NOPAT for the top company compared to the second place in 2017? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2094221254.4759,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
State Street Corporation,2017,2899000000.0,604000000.0,722000000.0
Textron,2017,762000000.0,174000000.0,456000000.0
International Flavors & Fragrances,2017,537045000.0,65363000.0,58889000.0
","corporate,year,NOPAT
International Flavors & Fragrances,2017,536351701.7158711
State Street Corporation,2017,2630572956.19179
Textron,2017,375874015.74803144
"
2331,US,fundamental,"Among DTE Energy, Interactive Brokers, Walmart, what is the gap in NOPAT between the lowest-ranked company and the runner-up in 2018? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",89306872.6897,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
DTE Energy,2018,1216000000.0,559000000.0,98000000.0
Interactive Brokers,2018,1196000000.0,444000000.0,71000000.0
Walmart,2018,11460000000.0,2348000000.0,4281000000.0
","corporate,year,NOPAT
DTE Energy,2018,1631949013.1578948
Interactive Brokers,2018,1542642140.4682274
Walmart,2018,8649880628.272251
"
2332,US,fundamental,"In 2025, within Nucor, J.B. Hunt, Brown–Forman, by how much does the company with the highest NOPAT differ from the second-ranked company? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1117749203.1723,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Nucor,2025,2568000000.0,59000000.0,530000000.0
J.B. Hunt,2025,794112000.0,66561000.0,195830000.0
Brown–Forman,2025,1081000000.0,122000000.0,212000000.0
","corporate,year,NOPAT
Brown–Forman,2025,967074005.5504164
J.B. Hunt,2025,648428891.3730054
Nucor,2025,2084823208.7227414
"
2333,US,fundamental,"For NOPAT in 2022, what is the difference between the top and second-place companies among Cboe Global Markets, Dominion Energy, Clorox, Linde plc, Emcor? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2346401972.0466,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Cboe Global Markets,2022,432900000.0,51000000.0,197900000.0
Dominion Energy,2022,1053000000.0,966000000.0,68000000.0
Clorox,2022,607000000.0,106000000.0,100000000.0
Linde plc,2022,5543000000.0,170000000.0,1434000000.0
Emcor,2022,558750000.0,13199000.0,152628000.0
","corporate,year,NOPAT
Cboe Global Markets,2022,262685377.68537766
Clorox,2022,595537067.5453048
Dominion Energy,2022,1888618233.6182337
Emcor,2022,415715564.7033557
Linde plc,2022,4235020205.6648026
"
2334,US,fundamental,"Among Tapestry, Monster Beverage, O’Reilly Automotive, AES Corporation, calculate the margin between the highest-NOPAT company and the second-place company in 2024. (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1032894268.384,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"corporate,year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
Tapestry,2024,1011900000.0,262800000.0,195900000.0
Monster Beverage,2024,1989459000.0,25270000.0,480411000.0
O’Reilly Automotive,2024,3045064000.0,222548000.0,658384000.0
AES Corporation,2024,894000000.0,1485000000.0,345000000.0
","corporate,year,NOPAT
AES Corporation,2024,1460929530.201342
Monster Beverage,2024,1528215845.6102889
O’Reilly Automotive,2024,2561110113.99432
Tapestry,2024,1027922917.2843167
"
2335,US,fundamental,"Calculate the Gross Margin of Yum! Brands from 2022 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2022,6842000000.0,1745000000.0
2023,7076000000.0,1774000000.0
2024,7549000000.0,2120000000.0
","year,Gross Margin
2022,74.49576147325342
2023,74.92933860938383
2024,71.91681017353292
"
2336,US,fundamental,"Within the 2019–2021 window, how many times did Waste Management's Gross Margin decrease from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2019,15455000000.0,9496000000.0
2020,15218000000.0,9341000000.0
2021,17931000000.0,11111000000.0
","year,Gross Margin
2019,38.557101261727595
2020,38.61874096464713
2021,38.034688528247166
"
2337,US,fundamental,"Comparing Ameren's Gross Margin year by year from 2019 to 2023, how many times did it decrease relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2019,5910000000.0,1745000000.0
2020,5794000000.0,1661000000.0
2021,6394000000.0,1774000000.0
2022,7957000000.0,1937000000.0
2023,7500000000.0,1866000000.0
","year,Gross Margin
2019,70.47377326565145
2020,71.33241284086986
2021,72.25523928683141
2022,75.65665451803444
2023,75.12
"
2338,US,fundamental,"Taking 2021 as the starting reference, how many year-over-year increases occurred in Viatris's Gross Margin up to 2025? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2021,17886300000.0,12310800000.0
2022,16262700000.0,9765700000.0
2023,15426900000.0,8988300000.0
2024,14739300000.0,9115700000.0
2025,14299900000.0,9286400000.0
","year,Gross Margin
2021,31.17190251756931
2022,39.95031575322671
2023,41.73618808704276
2024,38.153779351800964
2025,35.05968573206806
"
2339,US,fundamental,"For Parker Hannifin's Gross Margin from 2017 to 2021, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2017,12029312000.0,9188962000.0
2018,14302392000.0,10762841000.0
2019,14320324000.0,10703484000.0
2020,13695520000.0,10286518000.0
2021,14347640000.0,10449680000.0
","year,Gross Margin
2017,23.611907314400028
2018,24.747965235465507
2019,25.256691119558468
2020,24.891365935722046
2021,27.1679523601094
"
2340,US,fundamental,"Calculate the EBIT Margin of Accenture from 2021 to 2023 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2021,50533389000.0,7761116000.0,59492000.0
2022,61594305000.0,9196167000.0,47320000.0
2023,64111745000.0,9139332000.0,47525000.0
","year,EBIT Margin
2021,15.476120154933604
2022,15.007048135375504
2023,14.329444628281449
"
2341,US,fundamental,"Within the 2020–2022 window, how many times did Applied Materials's EBIT Margin decrease from one year to the next? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2020,17202000000.0,4166000000.0,240000000.0
2021,23063000000.0,6771000000.0,236000000.0
2022,25785000000.0,7599000000.0,228000000.0
","year,EBIT Margin
2020,25.613300778979188
2021,30.381997138273427
2022,30.354857475276326
"
2342,US,fundamental,"Comparing Hershey Company (The)'s EBIT Margin year by year from 2016 to 2018, how many times did it increase relative to the preceding year? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2016,7440181000.0,1099481000.0,90951000.0
2017,7515426000.0,1110668000.0,101874000.0
2018,7791069000.0,1410061000.0,132486000.0
","year,EBIT Margin
2016,16.00004085922103
2017,16.134042168734013
2018,19.798913345524216
"
2343,US,fundamental,"Taking 2017 as the starting reference, how many year-over-year increases occurred in Ecolab's EBIT Margin up to 2021? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2017,13838300000.0,1764800000.0,239300000.0
2018,14668200000.0,1804600000.0,206400000.0
2019,14906300000.0,1898900000.0,189400000.0
2020,11790200000.0,1161400000.0,262500000.0
2021,12733100000.0,1414200000.0,208700000.0
","year,EBIT Margin
2017,14.482270221053165
2018,13.709930325465974
2019,14.009512756351342
2020,12.076979186103713
2021,12.745521514792154
"
2344,US,fundamental,"For Analog Devices's EBIT Margin from 2018 to 2020, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2018,6200942000.0,1638517000.0,253589000.0
2019,5991065000.0,1485728000.0,229075000.0
2020,5603056000.0,1311617000.0,193305000.0
","year,EBIT Margin
2018,30.513202671465077
2019,28.622673931930297
2020,26.858949830235503
"
2345,US,fundamental,"Calculate the EBITDA Margin of IDEX Corporation from 2017 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2017,2287312000.0,455273000.0,44889000.0,38314000.0,45902000.0
2018,2483666000.0,528939000.0,44134000.0,39049000.0,38495000.0
2019,2494573000.0,532903000.0,44341000.0,0.0,37333000.0
2020,2351646000.0,470340000.0,44746000.0,0.0,41844000.0
2021,2764800000.0,579800000.0,41000000.0,0.0,56400000.0
","year,EBITDA Margin
2017,25.548678973397593
2018,26.19583309511021
2019,24.63656104672022
2020,23.682561065738636
2021,24.49363425925926
"
2346,US,fundamental,"Within the 2018–2020 window, how many times did Arthur J. Gallagher & Co.'s EBITDA Margin increase from one year to the next? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,6934000000.0,479400000.0,138400000.0,419000000.0
2019,7195000000.0,626100000.0,179800000.0,474400000.0
2020,7003600000.0,870900000.0,196400000.0,562400000.0
","year,EBITDA Margin
2018,14.952408422267089
2019,17.794301598332176
2020,23.269461419841225
"
2347,US,fundamental,"Comparing Cintas's EBITDA Margin year by year from 2022 to 2024, how many times did it increase relative to the preceding year? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2022,7854459000.0,1498768000.0,88844000.0,249376000.0
2023,8815769000.0,1693148000.0,111232000.0,257041000.0
2024,9596615000.0,1973635000.0,100740000.0,280866000.0
","year,EBITDA Margin
2022,23.38783613231669
2023,23.38333729025795
2024,24.542414174164538
"
2348,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year decreases occurred in Vici Properties's EBITDA Margin up to 2022? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,897977000.0,533558000.0,213309000.0,3686000.0
2019,894798000.0,555986000.0,209379000.0,3831000.0
2020,1225574000.0,897039000.0,308605000.0,3731000.0
2021,1509568000.0,1026045000.0,323219000.0,3091000.0
2022,2600697000.0,1139143000.0,466806000.0,3182000.0
","year,EBITDA Margin
2018,83.58265300781646
2019,85.96308887592507
2020,98.67825198641617
2021,89.58556355195658
2022,61.87306710470308
"
2349,US,fundamental,"For Old Dominion's EBITDA Margin from 2022 to 2024, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2022,6260077000.0,1841349000.0,3953000.0,276050000.0
2023,5866152000.0,1647776000.0,3484000.0,324435000.0
2024,5814810000.0,1557597000.0,2909000.0,344568000.0
","year,EBITDA Margin
2022,33.88699531970613
2023,33.67957393534978
2024,32.76244623642045
"
2350,US,fundamental,"Calculate the Net Profit Margin of Palantir Technologies from 2023 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2023,2225012000.0,209825000.0
2024,2865507000.0,462190000.0
2025,4475446000.0,1625033000.0
","year,Net Profit Margin
2023,9.430286218681069
2024,16.129431894600152
2025,36.30996776634105
"
2351,US,fundamental,"Within the 2018–2022 window, how many times did Brown & Brown's Net Profit Margin increase from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2018,2014246000.0,344255000.0
2019,2392171000.0,398514000.0
2020,2613375000.0,480483000.0
2021,3051398000.0,587104000.0
2022,3573400000.0,671800000.0
","year,Net Profit Margin
2018,17.09101073056618
2019,16.659093350767982
2020,18.385535944898837
2021,19.24049239070092
2022,18.80002238764202
"
2352,US,fundamental,"Comparing J.B. Hunt's Net Profit Margin year by year from 2017 to 2021, how many times did it decrease relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2017,7189568000.0,686263000.0
2018,8614874000.0,489585000.0
2019,9165258000.0,516320000.0
2020,9636573000.0,506035000.0
2021,12168302000.0,760806000.0
","year,Net Profit Margin
2017,9.545260577547914
2018,5.683019856123258
2019,5.633447525426998
2020,5.2511925141852815
2021,6.252359614348822
"
2353,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year increases occurred in Emcor's Net Profit Margin up to 2024? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2020,8797061000.0,132943000.0
2021,9903580000.0,383532000.0
2022,11076120000.0,406122000.0
2023,12582873000.0,632994000.0
2024,14566116000.0,1007145000.0
","year,Net Profit Margin
2020,1.5112206224328784
2021,3.872660189547618
2022,3.666644998429053
2023,5.030599927377476
2024,6.914300284303653
"
2354,US,fundamental,"For Jacobs Solutions's Net Profit Margin from 2020 to 2024, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2020,13566975000.0,491845000.0
2021,14092632000.0,477030000.0
2022,14922825000.0,644039000.0
2023,16352414000.0,665777000.0
2024,11500941000.0,806093000.0
","year,Net Profit Margin
2020,3.6253107269675073
2021,3.3849603111753717
2022,4.315798114633121
2023,4.071429453779729
2024,7.008930834442155
"
2355,US,fundamental,"Calculate the Return on Equity of Monolithic Power Systems from 2019 to 2023 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2018,105268000.0,640093000.0
2019,108839000.0,773491000.0
2020,164375000.0,966587000.0
2021,242023000.0,1243985000.0
2022,437672000.0,1668602000.0
2023,427374000.0,2049939000.0
","year,Return on Equity
2019,15.399014137115305
2020,18.892831240898396
2021,21.89686651237779
2022,30.05383186836994
2023,22.986112026195222
"
2356,US,fundamental,"Within the 2017–2019 window, how many times did American Express's Return on Equity increase from one year to the next? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2016,5408000000.0,20501000000.0
2017,2736000000.0,18227000000.0
2018,6921000000.0,22290000000.0
2019,6759000000.0,23071000000.0
","year,Return on Equity
2017,14.129312125593884
2018,34.16343756941531
2019,29.800930314587422
"
2357,US,fundamental,"Comparing Chipotle Mexican Grill's Return on Equity year by year from 2017 to 2019, how many times did it increase relative to the preceding year? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2016,22938000.0,1402493000.0
2017,176253000.0,1364445000.0
2018,176553000.0,1441339000.0
2019,350158000.0,1683026000.0
","year,Return on Equity
2017,12.739931288666389
2018,12.584931698234788
2019,22.414666660265368
"
2358,US,fundamental,"Taking 2023 as the starting reference, how many year-over-year decreases occurred in Nasdaq Inc.'s Return on Equity up to 2025? (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2022,1125000000.0,6151000000.0
2023,1059000000.0,10816000000.0
2024,1117000000.0,11191000000.0
2025,1788000000.0,12227000000.0
","year,Return on Equity
2023,12.48305534272411
2024,10.151315490525741
2025,15.270304893671534
"
2359,US,fundamental,"For Quest Diagnostics's Return on Equity from 2022 to 2024, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2021,1995000000.0,6444000000.0
2022,946000000.0,5893000000.0
2023,854000000.0,6307000000.0
2024,871000000.0,6778000000.0
","year,Return on Equity
2022,15.33598119477993
2023,14.000000000000002
2024,13.31295376385174
"
2360,US,fundamental,"Calculate the Return on Assets of Charles Schwab Corporation from 2017 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2016,1889000000.0,223383000000.0
2017,2354000000.0,243274000000.0
2018,3507000000.0,296482000000.0
2019,3704000000.0,294005000000.0
2020,3299000000.0,549009000000.0
2021,5855000000.0,667270000000.0
","year,Return on Assets
2017,1.008878041045136
2018,1.299476059552835
2019,1.2545576786618502
2020,0.7826679034986371
2021,0.9627725217651543
"
2361,US,fundamental,"Within the 2023–2025 window, how many times did McDonald's's Return on Assets increase from one year to the next? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2022,6177400000.0,50435600000.0
2023,8468800000.0,56146800000.0
2024,8223000000.0,55182000000.0
2025,8563000000.0,59515000000.0
","year,Return on Assets
2023,15.891554327919055
2024,14.772457800676914
2025,14.93151520963931
"
2362,US,fundamental,"Comparing Waste Management's Return on Assets year by year from 2020 to 2022, how many times did it decrease relative to the preceding year? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2019,1670000000.0,27743000000.0
2020,1496000000.0,29345000000.0
2021,1816000000.0,29097000000.0
2022,2238000000.0,31367000000.0
","year,Return on Assets
2020,5.241031390134529
2021,6.214708599979467
2022,7.402752050807091
"
2363,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year decreases occurred in Ameren's Return on Assets up to 2022? (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2019,769000000.0,28933000000.0
2020,815000000.0,32030000000.0
2021,943000000.0,35735000000.0
2022,1075000000.0,37904000000.0
","year,Return on Assets
2020,2.6737529321063596
2021,2.783147642588357
2022,2.9196485557924468
"
2364,US,fundamental,"For S&P Global's Return on Assets from 2022 to 2024, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2021,3024000000.0,15026000000.0
2022,3248000000.0,61784000000.0
2023,2626000000.0,60589000000.0
2024,3852000000.0,60221000000.0
","year,Return on Assets
2022,8.457232131232912
2023,4.291796392995187
2024,6.376955550037248
"
2365,US,fundamental,"Calculate the Return on Invested Capital of Moody's Corporation from 2022 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2021,2755000000.0,171000000.0,541000000.0,2916000000.0,0.0,7413000000.0,105000000.0,455000000.0,1811000000.0,91000000.0
2022,1760000000.0,231000000.0,386000000.0,2689000000.0,0.0,7389000000.0,106000000.0,368000000.0,1769000000.0,90000000.0
2023,1935000000.0,251000000.0,327000000.0,3476000000.0,0.0,7001000000.0,108000000.0,306000000.0,2130000000.0,63000000.0
2024,2699000000.0,237000000.0,640000000.0,3727000000.0,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0
","year,Return on Invested Capital
2022,17.58300339366516
2023,20.891069469684712
2024,27.149107974895305
"
2366,US,fundamental,"Within the 2021–2025 window, how many times did Accenture's Return on Invested Capital decrease from one year to the next? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2020,6774331000.0,33071000.0,1589018000.0,17499173000.0,7820000.0,54052000.0,756057000.0,2667584000.0,8415330000.0,94309000.0
2021,7761116000.0,59492000.0,1770571000.0,20097114000.0,12080000.0,53473000.0,744164000.0,2696917000.0,8168174000.0,4294000.0
2022,9196167000.0,47320000.0,2207207000.0,22747088000.0,9175000.0,45893000.0,707598000.0,2563090000.0,7889833000.0,3973000.0
2023,9139332000.0,47525000.0,2135802000.0,26458593000.0,104810000.0,43093000.0,690417000.0,2310714000.0,9045032000.0,4575000.0
2024,9699323000.0,58969000.0,2280126000.0,29168248000.0,946229000.0,78628000.0,726202000.0,2369490000.0,5004469000.0,5396000.0
2025,10270393000.0,228555000.0,2437993000.0,32240967000.0,114484000.0,5034169000.0,729003000.0,2305210000.0,11478729000.0,5945000.0
","year,Return on Invested Capital
2021,43.262338884096955
2022,41.80217840793797
2023,36.34735874326224
2024,30.568261147238786
2025,27.98660464181944
"
2367,US,fundamental,"Comparing IBM's Return on Invested Capital year by year from 2020 to 2022, how many times did it decrease relative to the preceding year? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2019,10166000000.0,1685000000.0,2091000000.0,20985000000.0,8797000000.0,54102000000.0,1380000000.0,3879000000.0,8172000000.0,696000000.0
2020,4637000000.0,1830000000.0,2253000000.0,20727000000.0,7183000000.0,54355000000.0,1357000000.0,3574000000.0,13212000000.0,600000000.0
2021,4837000000.0,1512000000.0,2103000000.0,18996000000.0,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0
2022,1156000000.0,1401000000.0,1865000000.0,22021000000.0,4760000000.0,46189000000.0,874000000.0,2190000000.0,7886000000.0,0.0
","year,Return on Invested Capital
2020,4.327569081274539
2021,5.094941842182501
2022,-2.3124936827498264
"
2368,US,fundamental,"Taking 2019 as the starting reference, how many year-over-year increases occurred in United Parcel Service's Return on Invested Capital up to 2021? (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2018,6019000000.0,605000000.0,1228000000.0,3037000000.0,2805000000.0,19931000000.0,0.0,0.0,4225000000.0,810000000.0
2019,5652000000.0,653000000.0,1212000000.0,3283000000.0,3420000000.0,21818000000.0,538000000.0,2391000000.0,5238000000.0,503000000.0
2020,1844000000.0,701000000.0,501000000.0,669000000.0,2623000000.0,22031000000.0,560000000.0,2540000000.0,5910000000.0,406000000.0
2021,16595000000.0,694000000.0,3705000000.0,14269000000.0,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0
","year,Return on Invested Capital
2019,21.327415760547478
2020,7.752818831551315
2021,54.6118647720783
"
2369,US,fundamental,"For 3M's Return on Invested Capital from 2017 to 2021, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2016,7053000000.0,199000000.0,1995000000.0,10343000000.0,972000000.0,10678000000.0,0.0,0.0,2398000000.0,0.0
2017,7548000000.0,0.0,2679000000.0,11622000000.0,1853000000.0,12096000000.0,0.0,0.0,3053000000.0,0.0
2018,7000000000.0,0.0,1637000000.0,9848000000.0,1211000000.0,13411000000.0,0.0,0.0,2853000000.0,380000000.0
2019,5712000000.0,0.0,1130000000.0,10126000000.0,0.0,17518000000.0,247000000.0,607000000.0,0.0,98000000.0
2020,6711000000.0,0.0,1318000000.0,12931000000.0,0.0,17989000000.0,256000000.0,609000000.0,0.0,404000000.0
2021,7204000000.0,0.0,1285000000.0,15117000000.0,1307000000.0,16056000000.0,263000000.0,591000000.0,201000000.0,0.0
","year,Return on Invested Capital
2017,23.123501056680833
2018,24.51376985487373
2019,18.462034369522733
2020,18.042521871497634
2021,18.34950553368261
"
2370,US,fundamental,"Calculate the Days Inventory Outstanding of Huntington Ingalls Industries from 2021 to 2023 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2020,7691000000.0,137000000.0
2021,8156000000.0,161000000.0
2022,9236000000.0,183000000.0
2023,9808000000.0,186000000.0
","year,Days Inventory Outstanding
2021,6.668097106424718
2022,6.797314854915548
2023,6.866078711256118
"
2371,US,fundamental,"Within the 2018–2020 window, how many times did Amphenol's Days Inventory Outstanding decrease from one year to the next? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2017,4701400000.0,1106900000.0
2018,5547100000.0,1233800000.0
2019,5609400000.0,1310100000.0
2020,5934800000.0,1462200000.0
","year,Days Inventory Outstanding
2018,77.00920300697662
2019,82.76495703640317
2020,85.25051391790792
"
2372,US,fundamental,"Comparing Hasbro's Days Inventory Outstanding year by year from 2018 to 2022, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2017,2033693000.0,433293000.0
2018,1850678000.0,443383000.0
2019,1807849000.0,446105000.0
2020,1718888000.0,395633000.0
2021,1927500000.0,552100000.0
2022,1911800000.0,676800000.0
","year,Days Inventory Outstanding
2018,86.45121949901603
2019,89.7926541431281
2020,89.37009566650067
2021,89.7334747081712
2022,117.31051888272832
"
2373,US,fundamental,"Taking 2022 as the starting reference, how many year-over-year decreases occurred in Lululemon Athletica's Days Inventory Outstanding up to 2024? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2021,2648052000.0,966481000.0
2022,3618178000.0,1447367000.0
2023,4009873000.0,1323602000.0
2024,4317315000.0,1442081000.0
","year,Days Inventory Outstanding
2022,121.7538938106417
2023,126.11417930193798
2024,116.90996545306515
"
2374,US,fundamental,"For Genuine Parts Company's Days Inventory Outstanding from 2020 to 2024, count the number of YoY decreases between each consecutive pair of years. (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2019,13076036000.0,3831183000.0
2020,10882592000.0,3506271000.0
2021,12236374000.0,3889919000.0
2022,14355869000.0,4441649000.0
2023,14799938000.0,4676686000.0
2024,14962954000.0,5514427000.0
","year,Days Inventory Outstanding
2020,123.04838360199481
2021,110.31083840686792
2022,105.9156474609792
2023,112.4393992393752
2024,124.2988598708517
"
2375,US,fundamental,"Calculate the Days Sales Outstanding of Comcast from 2017 to 2021 and make a year-over-year comparison. How many times was there a YoY decrease? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2016,80403000000.0,7955000000.0
2017,84526000000.0,8546000000.0
2018,94507000000.0,11104000000.0
2019,108942000000.0,11292000000.0
2020,103564000000.0,11466000000.0
2021,116385000000.0,12008000000.0
","year,Days Sales Outstanding
2017,35.627292194117786
2018,37.9456019130858
2019,37.51785353674432
2020,40.10404194507744
2021,36.808910082914466
"
2376,US,fundamental,"Within the 2019–2023 window, how many times did IBM's Days Sales Outstanding decrease from one year to the next? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2018,79591000000.0,22388000000.0
2019,77147000000.0,14192000000.0
2020,73620000000.0,10892000000.0
2021,57350000000.0,7221000000.0
2022,60530000000.0,6851000000.0
2023,61860000000.0,7214000000.0
","year,Days Sales Outstanding
2019,86.53414909199321
2020,62.181879923933714
2021,57.63945074106365
2022,42.427556583512306
2023,41.49470578726156
"
2377,US,fundamental,"Comparing Xylem Inc.'s Days Sales Outstanding year by year from 2017 to 2021, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2016,3771000000.0,843000000.0
2017,4707000000.0,956000000.0
2018,5207000000.0,1031000000.0
2019,5249000000.0,1036000000.0
2020,4876000000.0,923000000.0
2021,5195000000.0,953000000.0
","year,Days Sales Outstanding
2017,69.75090291055875
2018,69.64230843095832
2019,71.86654600876358
2020,73.3218826907301
2021,65.90375360923966
"
2378,US,fundamental,"Taking 2021 as the starting reference, how many year-over-year increases occurred in PepsiCo's Days Sales Outstanding up to 2023? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2020,70372000000.0,8404000000.0
2021,79474000000.0,8680000000.0
2022,86392000000.0,10163000000.0
2023,91471000000.0,10815000000.0
","year,Days Sales Outstanding
2021,39.23081762589023
2022,39.80516135753311
2023,41.85463152255906
"
2379,US,fundamental,"For Intuitive Surgical's Days Sales Outstanding from 2022 to 2024, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2021,5710100000.0,782700000.0
2022,6222200000.0,942100000.0
2023,7124100000.0,1130200000.0
2024,8352100000.0,1225400000.0
","year,Days Sales Outstanding
2022,50.58918067564527
2023,53.086670596987695
2024,51.47172567378264
"
2380,US,fundamental,"Calculate the Days Payable Outstanding of Netflix from 2019 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2018,9967538000.0,562985000.0
2019,12440213000.0,674347000.0
2020,15276319000.0,656183000.0
2021,17332683000.0,837483000.0
","year,Days Payable Outstanding
2019,18.151866853083625
2020,15.895303377731247
2021,15.727169590535983
"
2381,US,fundamental,"Within the 2019–2023 window, how many times did Steris's Days Payable Outstanding decrease from one year to the next? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2018,1606743000.0,152913000.0
2019,1710972000.0,149341000.0
2020,1764419000.0,156950000.0
2021,2568702000.0,225737000.0
2022,2798147000.0,279620000.0
2023,2920541000.0,251723000.0
","year,Days Payable Outstanding
2019,32.23977657144594
2020,31.680744483028125
2021,27.188976183301918
2022,32.960259950603024
2023,33.202785887957056
"
2382,US,fundamental,"Comparing Gen Digital's Days Payable Outstanding year by year from 2017 to 2021, how many times did it increase relative to the preceding year? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2016,853000000.0,180000000.0
2016,615000000.0,175000000.0
2017,1032000000.0,168000000.0
2018,1050000000.0,165000000.0
2020,393000000.0,87000000.0
2021,362000000.0,52000000.0
","year,Days Payable Outstanding
2016,105.34552845528457
2017,60.65649224806201
2018,57.878571428571426
2020,117.02290076335878
2021,70.07596685082873
"
2383,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year increases occurred in Costco's Days Payable Outstanding up to 2020? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2017,111882000000.0,9608000000.0
2018,123152000000.0,11237000000.0
2019,132886000000.0,11679000000.0
2020,144939000000.0,14172000000.0
","year,Days Payable Outstanding
2018,30.890383428608548
2019,31.47186310070286
2020,32.5502970215056
"
2384,US,fundamental,"For Southwest Airlines's Days Payable Outstanding from 2022 to 2024, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2021,7743000000.0,1282000000.0
2022,9376000000.0,2004000000.0
2023,11152000000.0,1862000000.0
2024,12240000000.0,1818000000.0
","year,Days Payable Outstanding
2022,63.96064419795221
2023,63.26623027259684
2024,54.869281045751634
"
2385,US,fundamental,"Calculate the Operating Cycle of KLA Corporation from 2023 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2022,3592441000.0,2146889000.0,9211883000.0,1811877000.0
2023,4218307000.0,2876784000.0,10496056000.0,1753361000.0
2024,3928073000.0,3034781000.0,9812247000.0,1833041000.0
2025,4751867000.0,3212149000.0,12156162000.0,2263915000.0
","year,Operating Cycle
2023,279.3337121098209
2024,341.35813949022474
2025,301.426770753387
"
2386,US,fundamental,"Within the 2019–2021 window, how many times did Electronic Arts's Operating Cycle increase from one year to the next? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2018,1322000000.0,0.0,4950000000.0,623000000.0
2019,1369000000.0,0.0,5537000000.0,461000000.0
2020,1494000000.0,0.0,5629000000.0,521000000.0
2021,1859000000.0,0.0,6991000000.0,650000000.0
","year,Operating Cycle
2019,35.72873397146469
2020,31.837804228104456
2021,30.568945787440995
"
2387,US,fundamental,"Comparing Albemarle Corporation's Operating Cycle year by year from 2021 to 2023, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2020,2134056000.0,750237000.0,3128909000.0,530838000.0
2021,2329986000.0,812920000.0,3327957000.0,556922000.0
2022,4245517000.0,2076031000.0,7320104000.0,1190970000.0
2023,8431294000.0,2161287000.0,9617203000.0,1213160000.0
","year,Operating Cycle
2021,182.0879238376246
2022,167.7632383059335
2023,137.340840502503
"
2388,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year decreases occurred in Chevron Corporation's Operating Cycle up to 2022? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2019,80113000000.0,5848000000.0,139865000000.0,13325000000.0
2020,50488000000.0,5676000000.0,94471000000.0,11471000000.0
2021,89372000000.0,6305000000.0,155606000000.0,18419000000.0
2022,145416000000.0,8247000000.0,235717000000.0,20456000000.0
","year,Operating Cycle
2020,89.55719192987101
2021,59.52152735875114
2022,48.36137986445628
"
2389,US,fundamental,"For Stryker Corporation's Operating Cycle from 2017 to 2019, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2016,3830000000.0,2030000000.0,11325000000.0,1967000000.0
2017,4271000000.0,2465000000.0,12444000000.0,2198000000.0
2018,4663000000.0,2955000000.0,13601000000.0,2332000000.0
2019,5188000000.0,3282000000.0,14884000000.0,2893000000.0
","year,Operating Cycle
2017,253.1541791891688
2018,272.9115193227252
2019,283.4673008142952
"
2390,US,fundamental,"Calculate the Cash Conversion Cycle of Howmet Aerospace from 2021 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2020,3878000000.0,1488000000.0,5259000000.0,328000000.0,599000000.0
2021,3596000000.0,1402000000.0,4972000000.0,367000000.0,732000000.0
2022,4103000000.0,1609000000.0,5663000000.0,506000000.0,962000000.0
2023,4773000000.0,1765000000.0,6640000000.0,675000000.0,982000000.0
2024,5119000000.0,1840000000.0,7430000000.0,689000000.0,948000000.0
2025,5432000000.0,1849000000.0,8252000000.0,779000000.0,845000000.0
","year,Cash Conversion Cycle
2021,104.6309086166179
2022,86.71363739009227
2023,87.13706562579672
2024,93.2196179119986
2025,96.16636338260838
"
2391,US,fundamental,"Within the 2020–2024 window, how many times did Omnicom Group's Cash Conversion Cycle increase from one year to the next? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2019,12194000000.0,0.0,14953700000.0,7829000000.0,11768400000.0
2020,10989200000.0,0.0,13171100000.0,7813400000.0,11513000000.0
2021,11499700000.0,0.0,14289400000.0,8472500000.0,11897200000.0
2022,11607900000.0,0.0,14289100000.0,8097100000.0,11000200000.0
2023,11982700000.0,0.0,14692200000.0,8659800000.0,11634000000.0
2024,12764700000.0,0.0,15689100000.0,9242000000.0,12484400000.0
","year,Cash Conversion Cycle
2020,-169.896635144151
2021,-163.52067862916053
2022,-148.36761432330727
2023,-136.5786487334637
2024,-136.5878467149971
"
2392,US,fundamental,"Comparing American Electric Power's Cash Conversion Cycle year by year from 2019 to 2021, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2018,5786500000.0,579600000.0,16195700000.0,1926500000.0,1874300000.0
2019,5106100000.0,640700000.0,15561400000.0,1705100000.0,2085800000.0
2020,4369700000.0,680600000.0,14918500000.0,1842700000.0,1709700000.0
2021,5466300000.0,681300000.0,16792000000.0,1941600000.0,2054600000.0
","year,Cash Conversion Cycle
2019,-55.33428891898855
2020,-59.93395775666609
2021,-39.07865648822583
"
2393,US,fundamental,"Taking 2023 as the starting reference, how many year-over-year decreases occurred in Dover Corporation's Cash Conversion Cycle up to 2025? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2022,5444532000.0,1366608000.0,8508088000.0,1516871000.0,1068144000.0
2023,5353501000.0,1225452000.0,8438134000.0,1432040000.0,958542000.0
2024,4787288000.0,1144838000.0,7745909000.0,1354225000.0,848006000.0
2025,4874402000.0,1272784000.0,8092571000.0,1371352000.0,875678000.0
","year,Cash Conversion Cycle
2023,83.05257032397412
2024,87.13755533530447
2025,87.44735825895737
"
2394,US,fundamental,"For Deckers Brands's Cash Conversion Cycle from 2018 to 2022, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2017,971697000.0,299602000.0,1903339000.0,143704000.0,93939000.0
2018,980187000.0,278842000.0,2020437000.0,178602000.0,124974000.0
2019,1029016000.0,311620000.0,2132689000.0,185596000.0,147892000.0
2020,1171551000.0,278242000.0,2545641000.0,215718000.0,231632000.0
2021,1542788000.0,506796000.0,3150339000.0,302688000.0,327487000.0
2022,1801916000.0,532852000.0,3627286000.0,301511000.0,265605000.0
","year,Cash Conversion Cycle
2018,96.05363566596216
2019,87.49230269920214
2020,61.53637001046381
2021,56.75588815581402
2022,75.62679848611367
"
2395,US,fundamental,"Calculate the Inventory Turnover of Revvity from 2018 to 2020 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2017,708685000.0,351675000.0
2018,1437057000.0,338347000.0
2019,1487618000.0,356937000.0
2020,1672868000.0,514567000.0
","year,Inventory Turnover
2018,4.165249803629449
2019,4.279166498869527
2020,3.83903688336485
"
2396,US,fundamental,"Within the 2020–2024 window, how many times did Ecolab's Inventory Turnover increase from one year to the next? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2019,8723400000.0,1505600000.0
2020,6905800000.0,1285200000.0
2021,7615800000.0,1491800000.0
2022,8831000000.0,1792800000.0
2023,9154900000.0,1497200000.0
2024,8899700000.0,1464900000.0
","year,Inventory Turnover
2020,4.948975204242511
2021,5.484911775297083
2022,5.377214881568532
2023,5.5652887537993925
2024,6.009047635123729
"
2397,US,fundamental,"Comparing Illinois Tool Works's Inventory Turnover year by year from 2023 to 2025, how many times did it increase relative to the preceding year? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2022,9429000000.0,2054000000.0
2023,9316000000.0,1707000000.0
2024,8858000000.0,1605000000.0
2025,8969000000.0,1659000000.0
","year,Inventory Turnover
2023,4.954001595320394
2024,5.349033816425121
2025,5.495710784313726
"
2398,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year increases occurred in GE Aerospace's Inventory Turnover up to 2022? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2017,64328000000.0,21923000000.0
2018,92671000000.0,19271000000.0
2019,70029000000.0,14104000000.0
2020,60421000000.0,15890000000.0
2021,53896000000.0,15847000000.0
2022,55535000000.0,17403000000.0
","year,Inventory Turnover
2018,4.499247463222799
2019,4.196494382022472
2020,4.028872441154897
2021,3.396414279862621
2022,3.340451127819549
"
2399,US,fundamental,"For Tesla's Inventory Turnover from 2020 to 2024, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2019,20509000000.0,3552000000.0
2020,24906000000.0,4101000000.0
2021,40217000000.0,5757000000.0
2022,60609000000.0,12839000000.0
2023,79113000000.0,13626000000.0
2024,80240000000.0,12017000000.0
","year,Inventory Turnover
2020,6.5088200705605646
2021,8.15926151349158
2022,6.51849860184986
2023,5.978688834309465
2024,6.258238115665094
"
2400,US,fundamental,"Calculate the Receivables Turnover of Match Group from 2019 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2018,4262892000.0,279189000.0
2019,4757055000.0,298334000.0
2020,2391269000.0,137023000.0
2021,2983277000.0,188482000.0
","year,Receivables Turnover
2019,16.473993243559132
2020,10.98532468755527
2021,18.33014546627548
"
2401,US,fundamental,"Within the 2022–2024 window, how many times did Merck & Co.'s Receivables Turnover decrease from one year to the next? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2021,48704000000.0,9230000000.0
2022,59283000000.0,9450000000.0
2023,60115000000.0,10349000000.0
2024,64168000000.0,10278000000.0
","year,Receivables Turnover
2022,6.347216274089936
2023,6.072528915601798
2024,6.22174819411451
"
2402,US,fundamental,"Comparing Marathon Petroleum's Receivables Turnover year by year from 2019 to 2023, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2018,95750000000.0,5853000000.0
2019,123949000000.0,7872000000.0
2020,69779000000.0,5760000000.0
2021,119983000000.0,11034000000.0
2022,177453000000.0,13477000000.0
2023,148379000000.0,11619000000.0
","year,Receivables Turnover
2019,18.06178506375228
2020,10.237529342723004
2021,14.288793616767894
2022,14.479458202439721
2023,11.824912336627351
"
2403,US,fundamental,"Taking 2023 as the starting reference, how many year-over-year increases occurred in Martin Marietta Materials's Receivables Turnover up to 2025? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2022,6160700000.0,785900000.0
2023,6777200000.0,753300000.0
2024,6536000000.0,678000000.0
2025,6150000000.0,723000000.0
","year,Receivables Turnover
2023,8.806133056133056
2024,9.132956053936981
2025,8.779443254817988
"
2404,US,fundamental,"For AT&T's Receivables Turnover from 2022 to 2024, count the number of YoY decreases between each consecutive pair of years. (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2021,168864000000.0,17571000000.0
2022,120741000000.0,11466000000.0
2023,122428000000.0,10289000000.0
2024,122336000000.0,9638000000.0
","year,Receivables Turnover
2022,8.316354995350759
2023,11.255159733394622
2024,12.27841621920008
"
2405,US,fundamental,"Calculate the Payables Turnover of Biogen from 2017 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2016,1478700000.0,279800000.0
2017,1630000000.0,395500000.0
2018,1816300000.0,370500000.0
2019,1955400000.0,530800000.0
2020,1805200000.0,454900000.0
2021,2109700000.0,589200000.0
","year,Payables Turnover
2017,4.827484081149119
2018,4.742297650130548
2019,4.339065793853323
2020,3.6627777214162522
2021,4.041183794655685
"
2406,US,fundamental,"Within the 2018–2022 window, how many times did International Paper's Payables Turnover increase from one year to the next? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2017,15300000000.0,2458000000.0
2018,15555000000.0,2413000000.0
2019,15268000000.0,2423000000.0
2020,14373000000.0,2320000000.0
2021,13832000000.0,2606000000.0
2022,15143000000.0,2708000000.0
","year,Payables Turnover
2018,6.386778895504003
2019,6.314309346567411
2020,6.060721062618596
2021,5.615915550142103
2022,5.699284907790742
"
2407,US,fundamental,"Comparing Electronic Arts's Payables Turnover year by year from 2020 to 2022, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2019,1369000000.0,68000000.0
2020,1494000000.0,96000000.0
2021,1859000000.0,101000000.0
2022,1792000000.0,99000000.0
","year,Payables Turnover
2020,18.21951219512195
2021,18.873096446700508
2022,17.92
"
2408,US,fundamental,"Taking 2017 as the starting reference, how many year-over-year increases occurred in Synopsys's Payables Turnover up to 2019? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2016,542962000.0,401451000.0
2017,654184000.0,499846000.0
2018,735898000.0,578326000.0
2019,752946000.0,506459000.0
","year,Payables Turnover
2017,1.4516502329420824
2018,1.365084606166734
2019,1.3881939739210996
"
2409,US,fundamental,"For Domino's's Payables Turnover from 2020 to 2022, count the number of YoY decreases between each consecutive pair of years. (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2019,2216275000.0,111101000.0
2020,2522918000.0,94499000.0
2021,2669131000.0,91547000.0
2022,2888552000.0,89715000.0
","year,Payables Turnover
2020,24.542003891050584
2021,28.69323715640218
2022,31.871567123831802
"
2410,US,fundamental,"Calculate the Total Asset Turnover of DuPont from 2018 to 2020 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2017,62484000000.0,192164000000.0
2018,85977000000.0,188030000000.0
2019,21512000000.0,69396000000.0
2020,20397000000.0,70904000000.0
","year,Total Asset Turnover
2018,0.4522796256647922
2019,0.16713152517616714
2020,0.29076265146115465
"
2411,US,fundamental,"Within the 2021–2025 window, how many times did Biogen's Total Asset Turnover increase from one year to the next? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2020,13444600000.0,24618900000.0
2021,10981700000.0,23877300000.0
2022,10173400000.0,24554100000.0
2023,9835600000.0,26844800000.0
2024,9675900000.0,28049300000.0
2025,9890600000.0,29439500000.0
","year,Total Asset Turnover
2021,0.45288909234125563
2022,0.42011587523796545
2023,0.3827163616341984
2024,0.35252968898296905
2025,0.3440878919024227
"
2412,US,fundamental,"Comparing Tractor Supply's Total Asset Turnover year by year from 2017 to 2021, how many times did it increase relative to the preceding year? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2016,6779579000.0,2674942000.0
2017,7256382000.0,2868769000.0
2018,7911046000.0,3085262000.0
2019,8351931000.0,5289268000.0
2020,10620352000.0,7049116000.0
2021,12731105000.0,7767467000.0
","year,Total Asset Turnover
2017,2.6178788901513808
2018,2.6573748104435464
2019,1.9946029209997456
2020,1.721514259890112
2021,1.718494068436697
"
2413,US,fundamental,"Taking 2022 as the starting reference, how many year-over-year decreases occurred in Rollins's Total Asset Turnover up to 2024? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2021,2424300000.0,1980870000.0
2022,2695823000.0,2122028000.0
2023,3073278000.0,2595460000.0
2024,3388708000.0,2819695000.0
","year,Total Asset Turnover
2022,1.3141067606360188
2023,1.3029298643684943
2024,1.2515645443205228
"
2414,US,fundamental,"For Mettler Toledo's Total Asset Turnover from 2019 to 2023, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2018,2935586000.0,2618847000.0
2019,3008652000.0,2789321000.0
2020,3085177000.0,2814549000.0
2021,3717930000.0,3326798000.0
2022,3919709000.0,3492395000.0
2023,3788309000.0,3355555000.0
","year,Total Asset Turnover
2019,1.1126325957329728
2020,1.1010879981155879
2021,1.2107864935819455
2022,1.1496108117192165
2023,1.1064067348622582
"
2415,US,fundamental,"Calculate the Fixed Asset Turnover of Wynn Resorts from 2018 to 2022 and make a year-over-year comparison. How many times was there a YoY increase? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2017,6306368000.0,8498756000.0
2018,6717660000.0,9385920000.0
2019,6611099000.0,9623832000.0
2020,2095861000.0,9196644000.0
2021,3763664000.0,8765308000.0
2022,3756825000.0,6896060000.0
","year,Fixed Asset Turnover
2018,0.7512196474792163
2019,0.6955481586503601
2020,0.22272135943851792
2021,0.41907071124563744
2022,0.47975694077298997
"
2416,US,fundamental,"Within the 2023–2025 window, how many times did PepsiCo's Fixed Asset Turnover increase from one year to the next? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2022,86392000000.0,24291000000.0
2023,91471000000.0,27039000000.0
2024,91854000000.0,28008000000.0
2025,93925000000.0,29905000000.0
","year,Fixed Asset Turnover
2023,3.564036625754919
2024,3.337293585481498
2025,3.243658591335279
"
2417,US,fundamental,"Comparing Nasdaq Inc.'s Fixed Asset Turnover year by year from 2021 to 2025, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2020,5627000000.0,475000000.0
2021,5886000000.0,509000000.0
2022,6226000000.0,532000000.0
2023,6064000000.0,576000000.0
2024,7400000000.0,593000000.0
2025,8262000000.0,728000000.0
","year,Fixed Asset Turnover
2021,11.963414634146341
2022,11.961575408261288
2023,10.945848375451263
2024,12.660393498716852
2025,12.508705526116579
"
2418,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year increases occurred in Nike's Fixed Asset Turnover up to 2024? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2019,39117000000.0,4744000000.0
2020,37403000000.0,4866000000.0
2021,44538000000.0,4904000000.0
2022,46710000000.0,4791000000.0
2023,51217000000.0,5081000000.0
2024,51362000000.0,5000000000.0
","year,Fixed Asset Turnover
2020,7.784183142559834
2021,9.117297850562947
2022,9.635894791129449
2023,10.376215559157213
2024,10.189862116853487
"
2419,US,fundamental,"For Hewlett Packard Enterprise's Fixed Asset Turnover from 2018 to 2022, count the number of YoY decreases between each consecutive pair of years. (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2017,28871000000.0,6269000000.0
2018,30852000000.0,6138000000.0
2019,29135000000.0,6054000000.0
2020,26982000000.0,5625000000.0
2021,27784000000.0,5613000000.0
2022,28496000000.0,5784000000.0
","year,Fixed Asset Turnover
2018,4.973321512049649
2019,4.779363517060368
2020,4.620601078859491
2021,4.944652073322655
2022,5.000614196718435
"
2420,US,fundamental,"Calculate the Working Capital Turnover of Wabtec from 2021 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,7556100000.0,3879800000.0,3226300000.0
2021,7822000000.0,3832000000.0,2910000000.0
2022,8362000000.0,4327000000.0,3467000000.0
2023,9677000000.0,4855000000.0,4056000000.0
2024,10387000000.0,4943000000.0,3792000000.0
2025,11167000000.0,5694000000.0,5150000000.0
","year,Working Capital Turnover
2021,9.929546175817201
2022,9.384960718294051
2023,11.666063893911994
2024,10.653333333333334
2025,13.176401179941003
"
2421,US,fundamental,"Within the 2021–2023 window, how many times did Baker Hughes's Working Capital Turnover decrease from one year to the next? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,20705000000.0,16455000000.0,10227000000.0
2021,20502000000.0,15065000000.0,9128000000.0
2022,21156000000.0,14592000000.0,11075000000.0
2023,25506000000.0,16301000000.0,12991000000.0
","year,Working Capital Turnover
2021,3.3706535141800247
2022,4.4755658980325785
2023,7.472096089058152
"
2422,US,fundamental,"Comparing Martin Marietta Materials's Working Capital Turnover year by year from 2021 to 2023, how many times did it increase relative to the preceding year? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,4729900000.0,1668300000.0,499300000.0
2021,5414000000.0,2025600000.0,752600000.0
2022,6160700000.0,2876900000.0,1445600000.0
2023,6777200000.0,3918900000.0,1170200000.0
","year,Working Capital Turnover
2021,4.434070434070434
2022,4.5562252708649185
2023,3.2426794258373204
"
2423,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year increases occurred in Honeywell's Working Capital Turnover up to 2020? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2017,40534000000.0,26002000000.0,18861000000.0
2018,41802000000.0,24362000000.0,18924000000.0
2019,36709000000.0,24303000000.0,18098000000.0
2020,32637000000.0,28175000000.0,19197000000.0
","year,Working Capital Turnover
2018,6.646315287383735
2019,6.305763119470927
2020,4.299150365540407
"
2424,US,fundamental,"For Viatris's Working Capital Turnover from 2021 to 2025, count the number of YoY increases between each consecutive pair of years. (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,11946000000.0,12867500000.0,10562900000.0
2021,17886300000.0,10902900000.0,9884400000.0
2022,16262700000.0,10635400000.0,6746200000.0
2023,15426900000.0,12976100000.0,7777400000.0
2024,14739300000.0,9520700000.0,5779400000.0
2025,14299900000.0,9789200000.0,7094300000.0
","year,Working Capital Turnover
2021,10.764828022027626
2022,6.627422214071765
2023,3.39504175882217
2024,3.2973825503355703
2025,4.44358472390541
"
2425,US,fundamental,"Calculate the Current Ratio of Visa Inc. from 2020 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,27645000000.0,14510000000.0
2021,27607000000.0,15739000000.0
2022,30205000000.0,20853000000.0
2023,33532000000.0,23098000000.0
2024,34033000000.0,26517000000.0
","year,Current Ratio
2020,1.9052377670572018
2021,1.754050447931889
2022,1.4484726418261162
2023,1.451727422287644
2024,1.2834408115548517
"
2426,US,fundamental,"Within the 2018–2022 window, how many times did Trimble Inc.'s Current Ratio increase from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,1089100000.0,1055200000.0
2019,1211800000.0,1190300000.0
2020,1281400000.0,1311300000.0
2021,1450600000.0,1188600000.0
2022,1518200000.0,1462100000.0
","year,Current Ratio
2018,1.0321266110689917
2019,1.0180626732756448
2020,0.9771982002592847
2021,1.2204273935722698
2022,1.038369468572601
"
2427,US,fundamental,"Comparing Old Dominion's Current Ratio year by year from 2018 to 2022, how many times did it decrease relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2018,706229000.0,356732000.0
2019,866834000.0,366085000.0
2020,1243339000.0,373130000.0
2021,1383787000.0,464234000.0
2022,933740000.0,529793000.0
","year,Current Ratio
2018,1.9797186683560768
2019,2.367848996817679
2020,3.332187173371211
2021,2.980796322544234
2022,1.7624619426832744
"
2428,US,fundamental,"Taking 2023 as the starting reference, how many year-over-year increases occurred in American Water Works's Current Ratio up to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2023,1389000000.0,2151000000.0
2024,1215000000.0,3150000000.0
2025,2191000000.0,4747000000.0
","year,Current Ratio
2023,0.6457461645746164
2024,0.38571428571428573
2025,0.46155466610490836
"
2429,US,fundamental,"For Seagate Technology's Current Ratio from 2020 to 2022, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,4114000000.0,2722000000.0
2021,3779000000.0,2921000000.0
2022,4033000000.0,3555000000.0
","year,Current Ratio
2020,1.511388684790595
2021,1.2937350222526531
2022,1.1344585091420534
"
2430,US,fundamental,"Calculate the Quick Ratio of Freeport-McMoRan from 2016 to 2018 and make a year-over-year comparison. How many times was there a YoY increase? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2016,10435000000.0,4265000000.0,1306000000.0
2017,10779000000.0,5038000000.0,1305000000.0
2018,10720000000.0,3329000000.0,1528000000.0
","year,Quick Ratio
2016,2.1404454865181712
2017,1.8805081381500595
2018,2.7611895464103333
"
2431,US,fundamental,"Within the 2018–2022 window, how many times did Danaher Corporation's Quick Ratio decrease from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2018,7093800000.0,4841500000.0,1910100000.0
2019,25596600000.0,4932100000.0,1628300000.0
2020,13802000000.0,7402000000.0,2292000000.0
2021,11648000000.0,8140000000.0,2767000000.0
2022,15883000000.0,8389000000.0,3110000000.0
","year,Quick Ratio
2018,1.07068057420221
2019,4.859654102714868
2020,1.5549851391515808
2021,1.0910319410319411
2022,1.522589104780069
"
2432,US,fundamental,"Comparing 3M's Quick Ratio year by year from 2017 to 2021, how many times did it decrease relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2017,14277000000.0,7687000000.0,4034000000.0
2018,13709000000.0,7244000000.0,4366000000.0
2019,12971000000.0,9222000000.0,4134000000.0
2020,14982000000.0,7948000000.0,4239000000.0
2021,15403000000.0,9035000000.0,4985000000.0
","year,Quick Ratio
2017,1.3325094315077404
2018,1.2897570403092213
2019,0.9582520060724354
2020,1.351660795168596
2021,1.153071389042612
"
2433,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year increases occurred in Arista Networks's Quick Ratio up to 2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2018,2714802000.0,606504000.0,264557000.0
2019,3471636000.0,597074000.0,243825000.0
2020,3836998000.0,768243000.0,479668000.0
","year,Quick Ratio
2018,4.039948623586984
2019,5.406048496501271
2020,4.370140697669878
"
2434,US,fundamental,"For Molson Coors Beverage Company's Quick Ratio from 2016 to 2018, count the number of YoY decreases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2016,2169600000.0,3157500000.0,592700000.0
2017,2189700000.0,3399300000.0,591500000.0
2018,2766300000.0,4300900000.0,591800000.0
","year,Quick Ratio
2016,0.4994140934283452
2017,0.47015562027476243
2018,0.5055918528680043
"
2435,US,fundamental,"Calculate the Cash Ratio of Eversource Energy from 2019 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2019,15432000.0,0.0,3605563000.0
2020,106599000.0,0.0,4915012000.0
2021,66773000.0,0.0,5847039000.0
","year,Cash Ratio
2019,0.004280052796192994
2020,0.021688451625346997
2021,0.011419968295063535
"
2436,US,fundamental,"Within the 2020–2022 window, how many times did First Solar's Cash Ratio increase from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2020,1227002000.0,520066000.0,847398000.0
2021,1450654000.0,375389000.0,726878000.0
2022,1481269000.0,1096712000.0,1038048000.0
","year,Cash Ratio
2020,2.0616853001777207
2021,2.512172606682277
2022,2.483489202811431
"
2437,US,fundamental,"Comparing Meta Platforms's Cash Ratio year by year from 2021 to 2025, how many times did it decrease relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2021,16601000000.0,31397000000.0,21135000000.0
2022,14681000000.0,26057000000.0,27026000000.0
2023,41862000000.0,23541000000.0,31960000000.0
2024,43889000000.0,33926000000.0,33596000000.0
2025,35873000000.0,45719000000.0,41836000000.0
","year,Cash Ratio
2021,2.2710196356754198
2022,1.5073632798046326
2023,2.046401752190238
2024,2.3161983569472557
2025,1.9502820537336265
"
2438,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year decreases occurred in Air Products's Cash Ratio up to 2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2018,2791300000.0,184700000.0,2338300000.0
2019,2248700000.0,166000000.0,1820900000.0
2020,5253000000.0,1104900000.0,2416700000.0
","year,Cash Ratio
2018,1.2727194970705213
2019,1.3261024767971883
2020,2.630818885256755
"
2439,US,fundamental,"For Skyworks Solutions's Cash Ratio from 2016 to 2018, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2016,1083800000.0,0.0,210200000.0
2017,1616800000.0,0.0,387900000.0
2018,733300000.0,294100000.0,389700000.0
","year,Cash Ratio
2016,5.156041864890581
2017,4.1680845578757415
2018,2.636386964331537
"
2440,US,fundamental,"Calculate the Liability-to-Asset Ratio of Hershey Company (The) from 2018 to 2022 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2018,6295754000.0,7703020000.0
2019,6395401000.0,8140395000.0
2020,6893962000.0,9131845000.0
2021,7655002000.0,10412231000.0
2022,7649276000.0,10948820000.0
","year,Liability-to-Asset Ratio
2018,81.73098343247193
2019,78.56376748302755
2020,75.49363792311411
2021,73.51932549325885
2022,69.86393054228674
"
2441,US,fundamental,"Within the 2017–2021 window, how many times did Ball Corporation's Liability-to-Asset Ratio increase from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2017,13123000000.0,17169000000.0
2018,12992000000.0,16554000000.0
2019,14341000000.0,17360000000.0
2020,14915000000.0,18252000000.0
2021,16029000000.0,19714000000.0
","year,Liability-to-Asset Ratio
2017,76.43427106995165
2018,78.48254198381056
2019,82.6094470046083
2020,81.71707210168748
2021,81.30770011159582
"
2442,US,fundamental,"Comparing Cigna's Liability-to-Asset Ratio year by year from 2018 to 2022, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2018,112154000000.0,153226000000.0
2019,110395000000.0,155774000000.0
2020,105065000000.0,155451000000.0
2021,107705000000.0,154889000000.0
2022,98981000000.0,143932000000.0
","year,Liability-to-Asset Ratio
2018,73.19514964823203
2019,70.8686943905915
2020,67.58721397739481
2021,69.53689416291667
2022,68.76927993774838
"
2443,US,fundamental,"Taking 2016 as the starting reference, how many year-over-year increases occurred in Travelers Companies (The)'s Liability-to-Asset Ratio up to 2020? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2016,77024000000.0,100245000000.0
2017,79752000000.0,103483000000.0
2018,81339000000.0,104233000000.0
2019,84179000000.0,110122000000.0
2020,87563000000.0,116764000000.0
","year,Liability-to-Asset Ratio
2016,76.83575240660382
2017,77.06773093165062
2018,78.03574683641456
2019,76.4415829716133
2020,74.99143571648797
"
2444,US,fundamental,"For Vulcan Materials Company's Liability-to-Asset Ratio from 2019 to 2023, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2019,5026936000.0,10648793000.0
2020,5659575000.0,11686905000.0
2021,7114900000.0,13682600000.0
2022,7282400000.0,14234600000.0
2023,7037800000.0,14545700000.0
","year,Liability-to-Asset Ratio
2019,47.20662707970753
2020,48.42663647903358
2021,51.99961995527166
2022,51.159849943096404
2023,48.38405851901249
"
2445,US,fundamental,"Calculate the Liability-to-Equity Ratio of Newmont from 2020 to 2024 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2020,17490000000.0,23845000000.0
2021,18703000000.0,21813000000.0
2022,18949000000.0,19533000000.0
2023,26301000000.0,29205000000.0
2024,26240000000.0,30109000000.0
","year,Liability-to-Equity Ratio
2020,73.348710421472
2021,85.74244716453491
2022,97.01018788716532
2023,90.05649717514125
2024,87.15002158822944
"
2446,US,fundamental,"Within the 2017–2019 window, how many times did Southern Company's Liability-to-Equity Ratio increase from one year to the next? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2017,85153000000.0,25528000000.0
2018,87584000000.0,29039000000.0
2019,86650000000.0,31759000000.0
","year,Liability-to-Equity Ratio
2017,333.5670636164212
2018,301.60818209993454
2019,272.83604647501494
"
2447,US,fundamental,"Comparing Raymond James Financial's Liability-to-Equity Ratio year by year from 2021 to 2025, how many times did it increase relative to the preceding year? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2021,53588000000.0,8303000000.0
2022,71519000000.0,9432000000.0
2023,68173000000.0,10187000000.0
2024,71325000000.0,11667000000.0
2025,75726000000.0,12504000000.0
","year,Liability-to-Equity Ratio
2021,645.4052752017343
2022,758.2591178965225
2023,669.2156670266025
2024,611.3396760092569
2025,605.6142034548944
"
2448,US,fundamental,"Taking 2023 as the starting reference, how many year-over-year decreases occurred in Essex Property Trust's Liability-to-Equity Ratio up to 2025? (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2023,6735244000.0,5593978000.0
2024,7176120000.0,5720390000.0
2025,7422114000.0,5708632000.0
","year,Liability-to-Equity Ratio
2023,120.4016891021023
2024,125.44809007777442
2025,130.0156324667626
"
2449,US,fundamental,"For Ecolab's Liability-to-Equity Ratio from 2019 to 2021, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2019,12143300000.0,8725800000.0
2020,11924500000.0,6201500000.0
2021,13953300000.0,7253100000.0
","year,Liability-to-Equity Ratio
2019,139.16546333860506
2020,192.28412480851406
2021,192.37705257062498
"
2450,US,fundamental,"Calculate the Net Debt to Equity of IBM from 2020 to 2022 and make a year-over-year comparison. How many times was there a YoY decrease? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2020,7183000000.0,54355000000.0,1357000000.0,3574000000.0,13212000000.0,600000000.0,20727000000.0
2021,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0,18996000000.0
2022,4760000000.0,46189000000.0,874000000.0,2190000000.0,7886000000.0,0.0,22021000000.0
","year,Net Debt to Equity
2020,2.5405027259130604
2021,2.552642661612971
2022,2.0946823486671815
"
2451,US,fundamental,"Within the 2022–2024 window, how many times did 3M's Net Debt to Equity decrease from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2022,1938000000.0,14001000000.0,261000000.0,580000000.0,238000000.0,0.0,14770000000.0
2023,2947000000.0,13088000000.0,225000000.0,534000000.0,53000000.0,0.0,4868000000.0
2024,1919000000.0,11125000000.0,163000000.0,405000000.0,2128000000.0,0.0,3894000000.0
","year,Net Debt to Equity
2022,1.1199729180771836
2023,3.4389893179950697
2024,2.9491525423728815
"
2452,US,fundamental,"Comparing United Parcel Service's Net Debt to Equity year by year from 2017 to 2021, how many times did it increase relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2017,4011000000.0,20278000000.0,0.0,0.0,3320000000.0,749000000.0,1030000000.0
2018,2805000000.0,19931000000.0,0.0,0.0,4225000000.0,810000000.0,3037000000.0
2019,3420000000.0,21818000000.0,538000000.0,2391000000.0,5238000000.0,503000000.0,3283000000.0
2020,2623000000.0,22031000000.0,560000000.0,2540000000.0,5910000000.0,406000000.0,669000000.0
2021,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0,14269000000.0
","year,Net Debt to Equity
2017,19.631067961165048
2018,5.828449127428383
2019,6.8309473042948525
2020,32.044843049327355
2021,0.8973298759548672
"
2453,US,fundamental,"Taking 2019 as the starting reference, how many year-over-year decreases occurred in American Electric Power's Net Debt to Equity up to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2019,2838300000.0,25126800000.0,234100000.0,734600000.0,246800000.0,202700000.0,19913200000.0
2020,2479300000.0,28986400000.0,241300000.0,638400000.0,392700000.0,200800000.0,20774500000.0
2021,2614000000.0,31300700000.0,97600000.0,492800000.0,403400000.0,220400000.0,22680200000.0
","year,Net Debt to Equity
2019,1.4304230359761365
2020,1.5284074225613131
2021,1.493871306249504
"
2454,US,fundamental,"For Moody's Corporation's Net Debt to Equity from 2018 to 2022, count the number of YoY decreases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2018,0.0,5226100000.0,0.0,0.0,1685000000.0,132500000.0,656500000.0
2019,0.0,5581000000.0,89000000.0,485000000.0,1832000000.0,98000000.0,831000000.0
2020,0.0,6422000000.0,94000000.0,427000000.0,2597000000.0,99000000.0,1763000000.0
2021,0.0,7413000000.0,105000000.0,455000000.0,1811000000.0,91000000.0,2916000000.0
2022,0.0,7389000000.0,106000000.0,368000000.0,1769000000.0,90000000.0,2689000000.0
","year,Net Debt to Equity
2018,5.192079207920792
2019,5.084235860409145
2020,2.40896199659671
2021,2.0819615912208507
2022,2.2328002975083674
"
2455,US,fundamental,"Calculate the Interest Coverage Ratio of Equinix from 2020 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2020,516225000.0,498408000.0
2021,608952000.0,426439000.0
2022,829369000.0,430217000.0
2023,1124230000.0,471456000.0
2024,975000000.0,486000000.0
","year,Interest Coverage Ratio
2020,2.0357478210622624
2021,2.427993218256304
2022,2.9277922536766328
2023,3.3845915631575374
2024,3.006172839506173
"
2456,US,fundamental,"Within the 2020–2022 window, how many times did Amcor's Interest Coverage Ratio increase from one year to the next? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2020,825200000.0,206900000.0
2021,1193000000.0,153000000.0
2022,1115000000.0,159000000.0
","year,Interest Coverage Ratio
2020,4.988400193330111
2021,8.797385620915033
2022,8.0125786163522
"
2457,US,fundamental,"Comparing Paychex's Interest Coverage Ratio year by year from 2017 to 2019, how many times did it increase relative to the preceding year? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2017,1244800000.0,5200000.0
2018,1296100000.0,8600000.0
2019,1368000000.0,3300000.0
","year,Interest Coverage Ratio
2017,240.3846153846154
2018,151.7093023255814
2019,415.54545454545456
"
2458,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year increases occurred in Hartford (The)'s Interest Coverage Ratio up to 2024? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2020,2120000000.0,236000000.0
2021,2896000000.0,234000000.0
2022,2258000000.0,213000000.0
2023,3088000000.0,199000000.0
2024,3849000000.0,199000000.0
","year,Interest Coverage Ratio
2020,9.983050847457626
2021,13.376068376068377
2022,11.60093896713615
2023,16.517587939698494
2024,20.34170854271357
"
2459,US,fundamental,"For Keurig Dr Pepper's Interest Coverage Ratio from 2021 to 2025, count the number of YoY increases between each consecutive pair of years. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2021,2798000000.0,477000000.0
2022,1719000000.0,363000000.0
2023,2757000000.0,443000000.0
2024,1914000000.0,735000000.0
2025,2687000000.0,754000000.0
","year,Interest Coverage Ratio
2021,6.865828092243187
2022,5.735537190082645
2023,7.223476297968397
2024,3.6040816326530614
2025,4.563660477453581
"
2460,US,fundamental,"Calculate the Net Debt to EBITDA of Cognizant from 2021 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2021,38000000.0,626000000.0,195000000.0,783000000.0,1792000000.0,927000000.0,2827000000.0,9000000.0,574000000.0
2022,8000000.0,638000000.0,174000000.0,714000000.0,2191000000.0,310000000.0,3016000000.0,19000000.0,569000000.0
2023,33000000.0,606000000.0,153000000.0,523000000.0,2621000000.0,14000000.0,2787000000.0,41000000.0,519000000.0
2024,33000000.0,875000000.0,152000000.0,420000000.0,2231000000.0,12000000.0,2938000000.0,54000000.0,529000000.0
2025,33000000.0,543000000.0,153000000.0,423000000.0,1901000000.0,13000000.0,3479000000.0,37000000.0,550000000.0
","year,Net Debt to EBITDA
2021,-0.3158357771260997
2022,-0.2683129855715871
2023,-0.39438302957872723
2024,-0.21669980119284293
2025,-0.18740777176586326
"
2461,US,fundamental,"Within the 2023–2025 window, how many times did Autodesk's Net Debt to EBITDA decrease from one year to the next? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2023,0.0,2284000000.0,67000000.0,275000000.0,1892000000.0,354000000.0,1136000000.0,69000000.0,139000000.0,42000000.0
2024,300000000.0,1987000000.0,58000000.0,214000000.0,1599000000.0,287000000.0,1384000000.0,69000000.0,180000000.0,49000000.0
2025,0.0,2483000000.0,52000000.0,199000000.0,2249000000.0,348000000.0,1603000000.0,76000000.0,195000000.0,53000000.0
","year,Net Debt to EBITDA
2023,0.2741702741702742
2024,0.4001189060642093
2025,0.07109496626881162
"
2462,US,fundamental,"Comparing Equinix's Net Debt to EBITDA year by year from 2020 to 2022, how many times did it decrease relative to the preceding year? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2020,150186000.0,9018277000.0,154207000.0,1308627000.0,1604869000.0,4532000.0,516225000.0,498408000.0,1224322000.0,199047000.0
2021,0.0,10984144000.0,144029000.0,1107180000.0,1536358000.0,0.0,608952000.0,426439000.0,1450806000.0,205484000.0
2022,151420000.0,12109539000.0,139538000.0,1272812000.0,1906421000.0,0.0,829369000.0,430217000.0,1531453000.0,204755000.0
","year,Net Debt to EBITDA
2020,3.700528547556565
2021,3.974837657211237
2022,3.9278027794968544
"
2463,US,fundamental,"Taking 2016 as the starting reference, how many year-over-year increases occurred in Starbucks's Net Debt to EBITDA up to 2020? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2016,0.0,3202200000.0,0.0,0.0,2128800000.0,134400000.0,4198600000.0,81300000.0,1030100000.0
2017,0.0,3932600000.0,0.0,0.0,2462300000.0,228600000.0,4317500000.0,92500000.0,1067100000.0
2018,0.0,9090200000.0,0.0,0.0,8756300000.0,181500000.0,5780000000.0,170300000.0,1305900000.0
2019,0.0,11167000000.0,0.0,0.0,2686600000.0,70500000.0,4466200000.0,331000000.0,1449300000.0
2020,438800000.0,14659600000.0,1248800000.0,7661700000.0,4350900000.0,281200000.0,1164400000.0,437000000.0,1503200000.0
","year,Net Debt to EBITDA
2016,0.1768361581920904
2017,0.22670756422194227
2018,0.021002728700972962
2019,1.3463379492515808
2020,6.241319332603234
"
2464,US,fundamental,"For EPAM Systems's Net Debt to EBITDA from 2020 to 2022, count the number of YoY decreases between each consecutive pair of years. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2020,0.0,25038000.0,60759000.0,180604000.0,1322143000.0,0.0,378479000.0,425000.0,62874000.0
2021,16018000.0,30234000.0,50104000.0,142802000.0,1446625000.0,0.0,533392000.0,413000.0,83395000.0
2022,2861000.0,27693000.0,40352000.0,122317000.0,1681344000.0,0.0,507258000.0,1659000.0,92272000.0
","year,Net Debt to EBITDA
2020,-2.3897568461987695
2021,-1.9563626053143228
2022,-2.475296454193274
"
2465,US,fundamental,"Calculate the Revenue Growth of Johnson Controls from 2020 to 2024 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2019,23968000000.0
2020,22317000000.0
2021,23668000000.0
2022,25299000000.0
2023,26793000000.0
2024,22952000000.0
","year,Revenue Growth
2020,-6.888351134846461
2021,6.0536810503203835
2022,6.891161061348656
2023,5.905371753824261
2024,-14.335833986489007
"
2466,US,fundamental,"Within the 2017–2021 window, how many times did Domino's's Revenue Growth decrease from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2016,2472628000.0
2017,2787979000.0
2018,3432867000.0
2019,3618774000.0
2020,4117411000.0
2021,4357373000.0
","year,Revenue Growth
2017,12.753677463815826
2018,23.13102071428802
2019,5.415502552239863
2020,13.779169409308235
2021,5.8279826813500035
"
2467,US,fundamental,"Comparing Rollins's Revenue Growth year by year from 2021 to 2023, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2020,2161220000.0
2021,2424300000.0
2022,2695823000.0
2023,3073278000.0
","year,Revenue Growth
2021,12.172754277676498
2022,11.20005774862847
2023,14.001475616166195
"
2468,US,fundamental,"Taking 2017 as the starting reference, how many year-over-year increases occurred in Parker Hannifin's Revenue Growth up to 2019? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2016,11360753000.0
2017,12029312000.0
2018,14302392000.0
2019,14320324000.0
","year,Revenue Growth
2017,5.8848123887562735
2018,18.896176273422785
2019,0.12537762914063605
"
2469,US,fundamental,"For International Paper's Revenue Growth from 2018 to 2020, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2017,21743000000.0
2018,23306000000.0
2019,22376000000.0
2020,20580000000.0
","year,Revenue Growth
2018,7.1885204433610825
2019,-3.9903887410967136
2020,-8.026456918126563
"
2470,US,fundamental,"Calculate the EBITDA Growth of Targa Resources from 2022 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2021,436900000.0,387900000.0,870600000.0
2022,1663200000.0,446100000.0,1096000000.0
2023,1942500000.0,687800000.0,1329600000.0
2024,1938000000.0,767200000.0,1423000000.0
","year,EBITDA Growth
2022,89.05862923203964
2023,23.542258134963966
2024,4.250107325942574
"
2471,US,fundamental,"Within the 2021–2025 window, how many times did Insulet Corporation's EBITDA Growth increase from one year to the next? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2020,9700000.0,45200000.0,55400000.0
2021,20500000.0,40200000.0,57400000.0
2022,9800000.0,5800000.0,63200000.0
2023,214600000.0,36200000.0,72800000.0
2024,300200000.0,42700000.0,80800000.0
2025,339500000.0,59400000.0,90400000.0
","year,EBITDA Growth
2021,7.071622846781506
2022,-33.27688399661304
2023,310.65989847715736
2024,30.933250927070453
2025,15.482652820391788
"
2472,US,fundamental,"Comparing Dominion Energy's EBITDA Growth year by year from 2018 to 2020, how many times did it decrease relative to the preceding year? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2017,3090000000.0,1205000000.0,1905000000.0
2018,3129000000.0,1493000000.0,2000000000.0
2019,1727000000.0,1773000000.0,2655000000.0
2020,1411000000.0,1377000000.0,2332000000.0
","year,EBITDA Growth
2018,6.806451612903226
2019,-7.0522500755058894
2020,-16.815597075548336
"
2473,US,fundamental,"Taking 2017 as the starting reference, how many year-over-year decreases occurred in Old Dominion's EBITDA Growth up to 2019? (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2016,477587000.0,6417000.0,189867000.0
2017,575832000.0,5442000.0,205763000.0
2018,815513000.0,4525000.0,230357000.0
2019,823949000.0,3857000.0,253681000.0
","year,EBITDA Growth
2017,16.79342188638478
2018,33.46195922173926
2019,2.960029322302562
"
2474,US,fundamental,"For Regeneron Pharmaceuticals's EBITDA Growth from 2018 to 2022, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2017,2078511000.0,18678000.0,145467000.0
2018,2553500000.0,28200000.0,148200000.0
2019,2429100000.0,30200000.0,210300000.0
2020,3810400000.0,56900000.0,235900000.0
2021,9325800000.0,57300000.0,286200000.0
2022,4858800000.0,59400000.0,341400000.0
","year,EBITDA Growth
2018,21.72620321618652
2019,-2.2088721198578702
2020,53.70092897812406
2021,135.6526613374927
2022,-45.605162731531756
"
2475,US,fundamental,"Calculate the Net Income Growth of Charter Communications from 2020 to 2022 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2019,1668000000.0
2020,3222000000.0
2021,4654000000.0
2022,5055000000.0
","year,Net Income Growth
2020,93.16546762589928
2021,44.44444444444444
2022,8.616244091104425
"
2476,US,fundamental,"Within the 2020–2022 window, how many times did Parker Hannifin's Net Income Growth decrease from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2019,1512364000.0
2020,1206341000.0
2021,1746100000.0
2022,1315605000.0
","year,Net Income Growth
2020,-20.234745074598443
2021,44.74348463659943
2022,-24.65465895424088
"
2477,US,fundamental,"Comparing Pentair's Net Income Growth year by year from 2021 to 2023, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2020,358600000.0
2021,553000000.0
2022,480900000.0
2023,622700000.0
","year,Net Income Growth
2021,54.210819854991634
2022,-13.037974683544304
2023,29.486379704720317
"
2478,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year increases occurred in Capital One's Net Income Growth up to 2024? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2019,5546000000.0
2020,2714000000.0
2021,12390000000.0
2022,7360000000.0
2023,4887000000.0
2024,4750000000.0
","year,Net Income Growth
2020,-51.06382978723404
2021,356.52173913043475
2022,-40.597255851493145
2023,-33.60054347826087
2024,-2.803355842029875
"
2479,US,fundamental,"For TransDigm Group's Net Income Growth from 2021 to 2023, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2020,699000000.0
2021,680000000.0
2022,866000000.0
2023,1298000000.0
","year,Net Income Growth
2021,-2.7181688125894135
2022,27.35294117647059
2023,49.88452655889146
"
2480,US,fundamental,"Calculate the EPS Growth of Abbott Laboratories from 2019 to 2023 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2018,2368000000.0,1758000000.0
2019,3687000000.0,1768000000.0
2020,4495000000.0,1773000000.0
2021,7071000000.0,1775000000.0
2022,6933000000.0,1753000000.0
2023,5723000000.0,1740000000.0
","year,EPS Growth
2019,54.82035167237376
2020,21.571026446022834
2021,57.13087154741574
2022,-0.7211348216682202
2023,-16.836029915231332
"
2481,US,fundamental,"Within the 2017–2021 window, how many times did MSCI Inc.'s EPS Growth decrease from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2016,260855000.0,95986000.0
2017,303972000.0,90336000.0
2018,507885000.0,87179000.0
2019,563648000.0,84644000.0
2020,601822000.0,83716000.0
2021,725983000.0,82508000.0
","year,EPS Growth
2017,23.817335154560293
2018,73.13336854384205
2019,14.303173540478964
2020,7.956252020278913
2021,22.39700781563419
"
2482,US,fundamental,"Comparing Accenture's EPS Growth year by year from 2017 to 2019, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2016,4111892000.0,624797820.0
2017,3445149000.0,620104250.0
2018,4059907000.0,628451742.0
2019,4779112000.0,638098125.0
","year,EPS Growth
2017,-15.580824156919068
2018,16.278882487755364
2019,15.935273004928602
"
2483,US,fundamental,"Taking 2020 as the starting reference, how many year-over-year increases occurred in Kinder Morgan's EPS Growth up to 2024? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2019,2190000000.0,0.0
2020,119000000.0,0.0
2021,1784000000.0,2266000000.0
2022,2548000000.0,2258000000.0
2023,2391000000.0,2234000000.0
2024,2613000000.0,2220000000.0
","year,EPS Growth
2022,43.33113553404536
2023,-5.15358474496472
2024,9.974001605118309
"
2484,US,fundamental,"For Aptiv's EPS Growth from 2018 to 2022, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2017,1355000000.0,267160000.0
2018,1067000000.0,264410000.0
2019,990000000.0,256810000.0
2020,1804000000.0,263430000.0
2021,590000000.0,270460000.0
2022,594000000.0,270900000.0
","year,EPS Growth
2018,-20.435620013701737
2019,-4.4706724896299015
2020,77.64297494168805
2021,-68.14499580496265
2022,0.514443380820992
"
2485,US,fundamental,"Calculate the Free Cash Flow of Verisk Analytics from 2018 to 2020 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2018,934400000.0,231000000.0
2019,956300000.0,216800000.0
2020,1068200000.0,246800000.0
","year,Free Cash Flow
2018,703400000.0
2019,739500000.0
2020,821400000.0
"
2486,US,fundamental,"Within the 2020–2024 window, how many times did Generac's Free Cash Flow decrease from one year to the next? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2020,486533000.0,62128000.0
2021,411156000.0,109992000.0
2022,58516000.0,86188000.0
2023,521670000.0,129060000.0
2024,741301000.0,136733000.0
","year,Free Cash Flow
2020,424405000.0
2021,301164000.0
2022,-27672000.0
2023,392610000.0
2024,604568000.0
"
2487,US,fundamental,"Comparing Nucor's Free Cash Flow year by year from 2019 to 2023, how many times did it decrease relative to the preceding year? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2019,2809413000.0,1477293000.0
2020,2696877000.0,1543219000.0
2021,6230776000.0,1621989000.0
2022,10072054000.0,1947897000.0
2023,7111931000.0,2214157000.0
","year,Free Cash Flow
2019,1332120000.0
2020,1153658000.0
2021,4608787000.0
2022,8124157000.0
2023,4897774000.0
"
2488,US,fundamental,"Taking 2019 as the starting reference, how many year-over-year decreases occurred in Kraft Heinz's Free Cash Flow up to 2021? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2019,3552000000.0,768000000.0
2020,4929000000.0,596000000.0
2021,5364000000.0,905000000.0
","year,Free Cash Flow
2019,2784000000.0
2020,4333000000.0
2021,4459000000.0
"
2489,US,fundamental,"For Pentair's Free Cash Flow from 2020 to 2022, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2020,573600000.0,62200000.0
2021,613200000.0,60200000.0
2022,363300000.0,85200000.0
","year,Free Cash Flow
2020,511400000.0
2021,553000000.0
2022,278100000.0
"
2490,US,fundamental,"Calculate the Free Cash Flow to Firm of Tractor Supply from 2022 to 2024 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2022,1356979000.0,773369000.0,26367000.0,315598000.0,1404310000.0
2023,1334033000.0,753883000.0,56315000.0,325176000.0,1432402000.0
2024,1420835000.0,784047000.0,65865000.0,311700000.0,1412940000.0
","year,Free Cash Flow to Firm
2022,604051404.8920822
2023,623680679.3693391
2024,688122927.5977749
"
2491,US,fundamental,"Within the 2022–2024 window, how many times did Southern Company's Free Cash Flow to Firm increase from one year to the next? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2022,6302000000.0,7923000000.0,2022000000.0,795000000.0,4223000000.0
2023,7553000000.0,9095000000.0,2446000000.0,496000000.0,4345000000.0
2024,9788000000.0,8955000000.0,2743000000.0,969000000.0,5229000000.0
","year,Free Cash Flow to Firm
2022,20348804.167653084
2023,624778826.2370543
2024,3067687320.711417
"
2492,US,fundamental,"Comparing Ametek's Free Cash Flow to Firm year by year from 2017 to 2019, how many times did it decrease relative to the preceding year? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2017,833259000.0,75074000.0,98029000.0,115259000.0,796729000.0
2018,925518000.0,82076000.0,82180000.0,209812000.0,987745000.0
2019,1114422000.0,102346000.0,88481000.0,208451000.0,1069748000.0
","year,Free Cash Flow to Firm
2017,842032610.2037205
2018,908165723.1674167
2019,1083315600.2207997
"
2493,US,fundamental,"Taking 2016 as the starting reference, how many year-over-year decreases occurred in Centene Corporation's Free Cash Flow to Firm up to 2018? (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2016,1851000000.0,306000000.0,217000000.0,556000000.0,1157000000.0
2017,1489000000.0,422000000.0,255000000.0,496000000.0,1134000000.0
2018,1234000000.0,675000000.0,343000000.0,448000000.0,1368000000.0
","year,Free Cash Flow to Firm
2016,1657719965.4278307
2017,1210465608.4656086
2018,789672514.6198831
"
2494,US,fundamental,"For Hologic's Free Cash Flow to Firm from 2021 to 2023, count the number of YoY increases between each consecutive pair of years. (Indicator unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2021,2330400000.0,96800000.0,93600000.0,491400000.0,2361100000.0
2022,2125700000.0,70600000.0,95100000.0,286200000.0,1588200000.0
2023,1051200000.0,91800000.0,111100000.0,220100000.0,676100000.0
","year,Free Cash Flow to Firm
2021,2307719656.0924993
2022,2133062599.1688704
2023,1034332110.6345215
"
2495,US,fundamental,"Calculate the Free Cash Flow to Equity of Verisk Analytics from 2023 to 2025 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2022,1059000000.0,274700000.0,1392900000.0,2343200000.0
2023,1060700000.0,230000000.0,14500000.0,2852200000.0
2024,1144000000.0,223900000.0,514200000.0,2546900000.0
2025,1436000000.0,244100000.0,1508900000.0,3228300000.0
","year,Free Cash Flow to Equity
2023,-38700000.0
2024,1114500000.0
2025,2868000000.0
"
2496,US,fundamental,"Within the 2019–2023 window, how many times did Jabil's Free Cash Flow to Equity decrease from one year to the next? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2018,933850000.0,1036651000.0,0.0,2493502000.0
2019,1193066000.0,1005480000.0,0.0,2121284000.0
2020,1257275000.0,983035000.0,0.0,2678288000.0
2021,1433000000.0,1159000000.0,0.0,2878000000.0
2022,1651000000.0,1385000000.0,0.0,2575000000.0
2023,1734000000.0,1030000000.0,0.0,2875000000.0
","year,Free Cash Flow to Equity
2019,-184632000.0
2020,831244000.0
2021,473712000.0
2022,-37000000.0
2023,1004000000.0
"
2497,US,fundamental,"Comparing International Paper's Free Cash Flow to Equity year by year from 2023 to 2025, how many times did it decrease relative to the preceding year? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2022,2174000000.0,0.0,763000000.0,4816000000.0
2023,1833000000.0,1141000000.0,138000000.0,5455000000.0
2024,1678000000.0,921000000.0,193000000.0,5368000000.0
2025,1698000000.0,1857000000.0,992000000.0,8839000000.0
","year,Free Cash Flow to Equity
2023,706000000.0
2024,725000000.0
2025,4111000000.0
"
2498,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year increases occurred in Oneok's Free Cash Flow to Equity up to 2022? (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2017,1315412000.0,512393000.0,614673000.0,8091629000.0
2018,2186719000.0,2141475000.0,0.0,8873334000.0
2019,1946779000.0,3848349000.0,220000000.0,12479757000.0
2020,1899068000.0,2195381000.0,0.0,14228421000.0
2021,2546272000.0,696854000.0,0.0,12747636000.0
2022,2905955000.0,1202057000.0,0.0,12695834000.0
","year,Free Cash Flow to Equity
2018,212276000.0
2019,1924853000.0
2020,1232351000.0
2021,368633000.0
2022,1652096000.0
"
2499,US,fundamental,"For Sysco's Free Cash Flow to Equity from 2023 to 2025, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2022,1791286000.0,632802000.0,0.0,10066931000.0
2023,2867602000.0,793325000.0,0.0,10347997000.0
2024,2989000000.0,832000000.0,0.0,11513000000.0
2025,2510000000.0,906000000.0,0.0,12360000000.0
","year,Free Cash Flow to Equity
2023,2355343000.0
2024,3322003000.0
2025,2451000000.0
"
2500,US,fundamental,"Calculate the Operating Cash Flow Margin of Pool Corporation from 2019 to 2023 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2019,298776000.0,3199517000.0
2020,397581000.0,3936623000.0
2021,313490000.0,5295584000.0
2022,484854000.0,6179727000.0
2023,888229000.0,5541595000.0
","year,Operating Cash Flow Margin
2019,9.33815947844628
2020,10.099544711291887
2021,5.91983811417211
2022,7.845880570452383
2023,16.028399765771407
"
2501,US,fundamental,"Within the 2016–2018 window, how many times did Qualcomm's Operating Cash Flow Margin increase from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2016,7400000000.0,23554000000.0
2017,4693000000.0,22291000000.0
2018,3895000000.0,22732000000.0
","year,Operating Cash Flow Margin
2016,31.417169058334043
2017,21.05333991296936
2018,17.13443603730424
"
2502,US,fundamental,"Comparing Synopsys's Operating Cash Flow Margin year by year from 2017 to 2019, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2017,634565000.0,2724880000.0
2018,424232000.0,3121058000.0
2019,800513000.0,3360694000.0
","year,Operating Cash Flow Margin
2017,23.287814509262795
2018,13.592570211767931
2019,23.819871728875047
"
2503,US,fundamental,"Taking 2021 as the starting reference, how many year-over-year increases occurred in Airbnb's Operating Cash Flow Margin up to 2025? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2021,2189694000.0,5991760000.0
2022,3430000000.0,8399000000.0
2023,3884000000.0,9917000000.0
2024,4518000000.0,11102000000.0
2025,4646000000.0,12241000000.0
","year,Operating Cash Flow Margin
2021,36.54508858832797
2022,40.83819502321705
2023,39.165070081677925
2024,40.695370203566924
2025,37.95441548893064
"
2504,US,fundamental,"For Deckers Brands's Operating Cash Flow Margin from 2021 to 2025, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2021,172353000.0,3150339000.0
2022,537422000.0,3627286000.0
2023,1033184000.0,4287763000.0
2024,1044523000.0,4985612000.0
2025,1181955000.0,5472296000.0
","year,Operating Cash Flow Margin
2021,5.470935032706004
2022,14.816091149140156
2023,24.096107923875458
2024,20.95074787207669
2025,21.59888646374392
"
2505,US,fundamental,"Calculate the Capex Intensity of Carnival from 2023 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2023,3284000000.0,21593000000.0
2024,4626000000.0,25021000000.0
2025,3611000000.0,26622000000.0
","year,Capex Intensity
2023,15.208632427175473
2024,18.48846968546421
2025,13.563969649162347
"
2506,US,fundamental,"Within the 2016–2020 window, how many times did Microsoft's Capex Intensity increase from one year to the next? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2016,8343000000.0,85320000000.0
2017,8129000000.0,89950000000.0
2018,11632000000.0,110360000000.0
2019,13925000000.0,125843000000.0
2020,15441000000.0,143015000000.0
","year,Capex Intensity
2016,9.778481012658228
2017,9.037242912729294
2018,10.540050743022835
2019,11.065375110256431
2020,10.796769569625564
"
2507,US,fundamental,"Comparing Nasdaq Inc.'s Capex Intensity year by year from 2019 to 2021, how many times did it increase relative to the preceding year? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2019,127000000.0,4262000000.0
2020,188000000.0,5627000000.0
2021,163000000.0,5886000000.0
","year,Capex Intensity
2019,2.9798216799624586
2020,3.341034298915941
2021,2.7692830445124024
"
2508,US,fundamental,"Taking 2021 as the starting reference, how many year-over-year increases occurred in Colgate-Palmolive's Capex Intensity up to 2025? (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2021,567000000.0,17421000000.0
2022,696000000.0,17967000000.0
2023,705000000.0,19457000000.0
2024,561000000.0,20101000000.0
2025,564000000.0,20382000000.0
","year,Capex Intensity
2021,3.2546926123643876
2022,3.873768575722157
2023,3.6233746209590376
2024,2.7909059250783543
2025,2.7671474830733
"
2509,US,fundamental,"For Archer Daniels Midland's Capex Intensity from 2021 to 2025, count the number of YoY increases between each consecutive pair of years. (Indicator unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2021,1169000000.0,85249000000.0
2022,1319000000.0,101556000000.0
2023,1494000000.0,93935000000.0
2024,1563000000.0,85530000000.0
2025,1248000000.0,80269000000.0
","year,Capex Intensity
2021,1.3712770824291194
2022,1.2987908149198473
2023,1.5904614893277265
2024,1.8274289722904242
2025,1.55477207888475
"
2510,US,fundamental,"Calculate the Cash Flow to Net Income of Teradyne from 2019 to 2023 and make a year-over-year comparison. How many times was there a YoY increase? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2019,578750000.0,467468000.0
2020,868935000.0,784147000.0
2021,1098366000.0,1014589000.0
2022,577923000.0,715501000.0
2023,585231000.0,448752000.0
","year,Cash Flow to Net Income
2019,1.2380526581498628
2020,1.1081276852426905
2021,1.082572351957295
2022,0.8077179486821122
2023,1.304130120868542
"
2511,US,fundamental,"Within the 2021–2023 window, how many times did Capital One's Cash Flow to Net Income increase from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2021,12310000000.0,12390000000.0
2022,13809000000.0,7360000000.0
2023,20575000000.0,4887000000.0
","year,Cash Flow to Net Income
2021,0.993543179983858
2022,1.8762228260869565
2023,4.210149375895233
"
2512,US,fundamental,"Comparing Extra Space Storage's Cash Flow to Net Income year by year from 2023 to 2025, how many times did it increase relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2023,1402474000.0,803198000.0
2024,1887430000.0,854681000.0
2025,1850193000.0,973999000.0
","year,Cash Flow to Net Income
2023,1.7461124156185648
2024,2.208344399840408
2025,1.8995840858152833
"
2513,US,fundamental,"Taking 2021 as the starting reference, how many year-over-year increases occurred in A. O. Smith's Cash Flow to Net Income up to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2021,641100000.0,487100000.0
2022,391400000.0,235700000.0
2023,670300000.0,556600000.0
2024,581800000.0,533600000.0
2025,616800000.0,546200000.0
","year,Cash Flow to Net Income
2021,1.3161568466433997
2022,1.6605854900296988
2023,1.2042759611929572
2024,1.0903298350824588
2025,1.1292566825338703
"
2514,US,fundamental,"For Citizens Financial Group's Cash Flow to Net Income from 2017 to 2019, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2017,-2911000000.0,1652000000.0
2018,-8036000000.0,1721000000.0
2019,-21188000000.0,1791000000.0
","year,Cash Flow to Net Income
2017,-1.7621065375302662
2018,-4.669378268448576
2019,-11.830262423227248
"
2515,US,fundamental,"Calculate the Cash Flow to Debt of L3Harris from 2021 to 2025 and make a year-over-year comparison. How many times was there a YoY decrease? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2021,2687000000.0,2000000.0,7048000000.0
2022,2158000000.0,2000000.0,6225000000.0
2023,2096000000.0,1602000000.0,11160000000.0
2024,2559000000.0,515000000.0,11081000000.0
2025,3106000000.0,0.0,10443000000.0
","year,Cash Flow to Debt
2021,0.3811347517730496
2022,0.3465553235908142
2023,0.1642375803165648
2024,0.22067954467057607
2025,0.2974241118452552
"
2516,US,fundamental,"Within the 2018–2020 window, how many times did Pentair's Cash Flow to Debt increase from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2018,439100000.0,0.0,787600000.0
2019,353000000.0,0.0,1029100000.0
2020,573600000.0,0.0,839600000.0
","year,Cash Flow to Debt
2018,0.5575165058405281
2019,0.3430181712175687
2020,0.6831824678418295
"
2517,US,fundamental,"Comparing Global Payments's Cash Flow to Debt year by year from 2019 to 2023, how many times did it increase relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2019,1391278000.0,463237000.0,9090364000.0
2020,2314150000.0,358698000.0,8466407000.0
2021,2780825000.0,484202000.0,11414809000.0
2022,2244040000.0,747111000.0,12289248000.0
2023,2248741000.0,981244000.0,15692297000.0
","year,Cash Flow to Debt
2019,0.14562864829711855
2020,0.2622235089554175
2021,0.2337021959219972
2022,0.1721370207739753
2023,0.13486883200155264
"
2518,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year decreases occurred in Prudential Financial's Cash Flow to Debt up to 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2018,21664000000.0,2451000000.0,17378000000.0
2019,19625000000.0,1933000000.0,18646000000.0
2020,8368000000.0,925000000.0,19718000000.0
2021,9812000000.0,0.0,18622000000.0
2022,5158000000.0,0.0,19908000000.0
","year,Cash Flow to Debt
2018,1.092541227495083
2019,0.9536420622965158
2020,0.4053674369035508
2021,0.5269036623348727
2022,0.25909182238296163
"
2519,US,fundamental,"For General Mills's Cash Flow to Debt from 2020 to 2022, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2020,3676200000.0,279000000.0,10929000000.0
2021,2983200000.0,361300000.0,9786900000.0
2022,3316100000.0,811400000.0,9134800000.0
","year,Cash Flow to Debt
2020,0.32799785867237685
2021,0.2939634615005617
2022,0.33340371197040075
"
2520,US,fundamental,"Calculate the Earnings Per Share Basic of Progressive Corporation from 2020 to 2022 and make a year-over-year comparison. How many times was there a YoY decrease? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2020,5704600000.0,584900000.0,26900000.0
2021,3350900000.0,584500000.0,26900000.0
2022,721500000.0,584400000.0,26900000.0
","year,Earnings Per Share Basic
2020,9.707129423833134
2021,5.686911890504705
2022,1.1885694729637235
"
2521,US,fundamental,"Within the 2018–2020 window, how many times did Ameren's Earnings Per Share Basic decrease from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2018,782000000.0,243800000.0,6000000.0
2019,769000000.0,245600000.0,6000000.0
2020,815000000.0,247000000.0,6000000.0
","year,Earnings Per Share Basic
2018,3.1829368334700576
2019,3.1066775244299674
2020,3.2753036437246963
"
2522,US,fundamental,"Comparing Bank of America's Earnings Per Share Basic year by year from 2017 to 2021, how many times did it increase relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2017,18232000000.0,10195646000.0,1614000000.0
2018,28147000000.0,10096500000.0,1451000000.0
2019,27430000000.0,9390500000.0,1432000000.0
2020,17894000000.0,8753200000.0,1421000000.0
2021,31978000000.0,8493300000.0,1421000000.0
","year,Earnings Per Share Basic
2017,1.6299114347438113
2018,2.644084583766652
2019,2.7685426761088334
2020,1.8819403189690627
2021,3.5977770713385846
"
2523,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year decreases occurred in Morgan Stanley's Earnings Per Share Basic up to 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2018,8748000000.0,1708000000.0,526000000.0
2019,9042000000.0,1617000000.0,530000000.0
2020,10996000000.0,1603000000.0,496000000.0
2021,15034000000.0,1785000000.0,468000000.0
2022,11029000000.0,1691000000.0,489000000.0
","year,Earnings Per Share Basic
2018,4.813817330210773
2019,5.264069264069264
2020,6.550218340611353
2021,8.160224089635854
2022,6.2329982259018335
"
2524,US,fundamental,"For Williams Companies's Earnings Per Share Basic from 2022 to 2024, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2022,2049000000.0,1218362000.0,3000000.0
2023,3179000000.0,1217784000.0,3000000.0
2024,2225000000.0,1219184000.0,3000000.0
","year,Earnings Per Share Basic
2022,1.679303852221261
2023,2.6080158714517516
2024,1.822530479402617
"
2525,US,fundamental,"Calculate the Earnings Per Share Diluted of Bank of America from 2022 to 2024 and make a year-over-year comparison. How many times was there a YoY increase? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2022,27528000000.0,8167500000.0,1513000000.0
2023,26515000000.0,8080500000.0,1649000000.0
2024,27132000000.0,7935800000.0,1629000000.0
","year,Earnings Per Share Diluted
2022,3.185185185185185
2023,3.077284821483819
2024,3.2136646588875726
"
2526,US,fundamental,"Within the 2020–2022 window, how many times did Duke Energy's Earnings Per Share Diluted decrease from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2020,1377000000.0,738000000.0,107000000.0
2021,3908000000.0,769000000.0,106000000.0
2022,2550000000.0,770000000.0,106000000.0
","year,Earnings Per Share Diluted
2020,1.7208672086720866
2021,4.94408322496749
2022,3.174025974025974
"
2527,US,fundamental,"Comparing Ameren's Earnings Per Share Diluted year by year from 2017 to 2019, how many times did it increase relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2017,523000000.0,244200000.0,6000000.0
2018,782000000.0,245800000.0,6000000.0
2019,769000000.0,247100000.0,6000000.0
","year,Earnings Per Share Diluted
2017,2.1171171171171173
2018,3.157038242473556
2019,3.087818696883853
"
2528,US,fundamental,"Taking 2018 as the starting reference, how many year-over-year increases occurred in Progressive Corporation's Earnings Per Share Diluted up to 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2018,2615300000.0,586700000.0,21400000.0
2019,3970300000.0,587200000.0,26900000.0
2020,5704600000.0,587600000.0,26900000.0
2021,3350900000.0,587100000.0,26900000.0
2022,721500000.0,587100000.0,26900000.0
","year,Earnings Per Share Diluted
2018,4.4211692517470595
2019,6.715599455040872
2020,9.662525527569775
2021,5.661727133367399
2022,1.1831033895418157
"
2529,US,fundamental,"For Morgan Stanley's Earnings Per Share Diluted from 2021 to 2023, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2021,15034000000.0,1814000000.0,468000000.0
2022,11029000000.0,1713000000.0,489000000.0
2023,9087000000.0,1646000000.0,557000000.0
","year,Earnings Per Share Diluted
2021,8.029768467475193
2022,6.1529480443666085
2023,5.182260024301336
"
2530,US,fundamental,"Calculate the Operating Cash Flow Per Share of Apple Inc. from 2022 to 2024 and make a year-over-year comparison. How many times was there a YoY increase? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2022,122151000000.0,16215963000.0
2023,110543000000.0,15744231000.0
2024,118254000000.0,15343783000.0
","year,Operating Cash Flow Per Share
2022,7.532762624088375
2023,7.021174930677783
2024,7.706965094592383
"
2531,US,fundamental,"Within the 2022–2024 window, how many times did Kroger's Operating Cash Flow Per Share decrease from one year to the next? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2022,4498000000.0,718000000.0
2023,6788000000.0,718000000.0
2024,5794000000.0,715000000.0
","year,Operating Cash Flow Per Share
2022,6.264623955431754
2023,9.454038997214484
2024,8.103496503496503
"
2532,US,fundamental,"Comparing Zoetis's Operating Cash Flow Per Share year by year from 2022 to 2024, how many times did it increase relative to the preceding year? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2022,1912000000.0,468891000.0
2023,2353000000.0,461172000.0
2024,2953000000.0,454200000.0
","year,Operating Cash Flow Per Share
2022,4.077706759140184
2023,5.102217827621798
2024,6.501541171290181
"
2533,US,fundamental,"Taking 2016 as the starting reference, how many year-over-year decreases occurred in Abbott Laboratories's Operating Cash Flow Per Share up to 2018? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2016,3203000000.0,1477000000.0
2017,5570000000.0,1740000000.0
2018,6300000000.0,1758000000.0
","year,Operating Cash Flow Per Share
2016,2.1685849695328367
2017,3.2011494252873565
2018,3.583617747440273
"
2534,US,fundamental,"For Waters Corporation's Operating Cash Flow Per Share from 2020 to 2022, count the number of YoY increases between each consecutive pair of years. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2020,790507000.0,62094000.0
2021,747274000.0,61575000.0
2022,611661000.0,59985000.0
","year,Operating Cash Flow Per Share
2020,12.730811350533063
2021,12.135996751928543
2022,10.196899224806202
"
2535,US,fundamental,"Calculate the Equity Multiplier of Regency Centers from 2020 to 2022 and make a year-over-year comparison. How many times was there a YoY decrease? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2019,11132253000.0,6213348000.0
2020,10936904000.0,5984912000.0
2021,10792563000.0,6037371000.0
2022,10860220000.0,6096985000.0
","year,Equity Multiplier
2020,1.8092053292846684
2021,1.8074326648274708
2022,1.7844196263897318
"
2536,US,fundamental,"Within the 2023–2025 window, how many times did Tesla's Equity Multiplier decrease from one year to the next? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2022,82338000000.0,44704000000.0
2023,106618000000.0,62634000000.0
2024,122070000000.0,72913000000.0
2025,137806000000.0,82137000000.0
","year,Equity Multiplier
2023,1.7603830889340215
2024,1.6871491069518323
2025,1.6760786842953885
"
2537,US,fundamental,"Comparing NVR's Equity Multiplier year by year from 2017 to 2021, how many times did it decrease relative to the preceding year? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2016,2643943000.0,1304441000.0
2017,2989279000.0,1605492000.0
2018,3165933000.0,1808562000.0
2019,3809815000.0,2341244000.0
2020,5777141000.0,3103074000.0
2021,5834475000.0,3002378000.0
","year,Equity Multiplier
2017,1.935859691614893
2018,1.8029041134088681
2019,1.6809817133620222
2020,1.7609103656325733
2021,1.9018437946936606
"
2538,US,fundamental,"Taking 2017 as the starting reference, how many year-over-year decreases occurred in Keurig Dr Pepper's Equity Multiplier up to 2021? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,hard,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2016,9791000000.0,2134000000.0
2017,10022000000.0,2451000000.0
2018,48918000000.0,22533000000.0
2019,49518000000.0,23257000000.0
2020,49779000000.0,23829000000.0
2021,50598000000.0,24972000000.0
","year,Equity Multiplier
2017,4.3212649945474375
2018,2.3591098302913864
2019,2.1497270146320155
2020,2.1088433929405768
2021,2.056863588860884
"
2539,US,fundamental,"For CMS Energy's Equity Multiplier from 2018 to 2020, count the number of YoY decreases between each consecutive pair of years. (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2017,23050000000.0,4441000000.0
2018,24529000000.0,4755000000.0
2019,26837000000.0,5018000000.0
2020,29666000000.0,5496000000.0
","year,Equity Multiplier
2018,5.1738799478033926
2019,5.255909137419421
2020,5.374072665018071
"
2540,US,fundamental,"Calculate the EBITDA of Deere & Company from 2019 to 2023 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2019,4088000000.0,1466000000.0,2019000000.0
2020,3883000000.0,1247000000.0,2118000000.0
2021,7602000000.0,993000000.0,2050000000.0
2022,9127000000.0,1062000000.0,1895000000.0
2023,13019000000.0,2453000000.0,2004000000.0
","year,EBITDA
2019,7573000000.0
2020,7248000000.0
2021,10645000000.0
2022,12084000000.0
2023,17476000000.0
"
2541,US,fundamental,"Within the 2017–2021 window, how many times did Pfizer's EBITDA increase from one year to the next? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2017,12305000000.0,1518000000.0,0.0
2018,11885000000.0,1311000000.0,0.0
2019,17682000000.0,1587000000.0,0.0
2020,7497000000.0,1641000000.0,0.0
2021,24311000000.0,1467000000.0,0.0
","year,EBITDA
2017,13823000000.0
2018,13196000000.0
2019,19269000000.0
2020,9138000000.0
2021,25778000000.0
"
2542,US,fundamental,"Comparing Cigna's EBITDA year by year from 2019 to 2023, how many times did it decrease relative to the preceding year? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2019,6570000000.0,1645000000.0,3651000000.0,2949000000.0
2020,10868000000.0,1439000000.0,2802000000.0,1982000000.0
2021,6782000000.0,1253000000.0,2923000000.0,1998000000.0
2022,8353000000.0,1229000000.0,2937000000.0,1876000000.0
2023,5513000000.0,1330000000.0,3035000000.0,1819000000.0
","year,EBITDA
2019,14815000000.0
2020,17091000000.0
2021,12956000000.0
2022,14395000000.0
2023,11697000000.0
"
2543,US,fundamental,"Taking 2023 as the starting reference, how many year-over-year decreases occurred in Public Storage's EBITDA up to 2025? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2023,2170941000.0,146213000.0,970056000.0
2024,2089079000.0,269498000.0,1129766000.0
2025,1789804000.0,273007000.0,1151840000.0
","year,EBITDA
2023,3287210000.0
2024,3488343000.0
2025,3214651000.0
"
2544,US,fundamental,"For Moody's Corporation's EBITDA from 2016 to 2020, count the number of YoY increases between each consecutive pair of years. (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2016,558000000.0,137800000.0,126700000.0
2017,1786800000.0,188400000.0,158300000.0
2018,1671000000.0,216000000.0,191900000.0
2019,1810000000.0,208000000.0,200000000.0
2020,2229000000.0,205000000.0,220000000.0
","year,EBITDA
2016,822500000.0
2017,2133500000.0
2018,2078900000.0
2019,2218000000.0
2020,2654000000.0
"
2545,US,fundamental,"Calculate the NOPAT of Caterpillar Inc. from 2019 to 2021 and make a year-over-year comparison. How many times was there a YoY increase? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2019,7812000000.0,0.0,1746000000.0
2020,3995000000.0,1103000000.0,1006000000.0
2021,8204000000.0,455000000.0,1742000000.0
","year,NOPAT
2019,6066000000.0
2020,3814248310.387985
2021,6820387372.013652
"
2546,US,fundamental,"Within the 2020–2022 window, how many times did Ares Management's NOPAT increase from one year to the next? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2020,379478000.0,257132000.0,54993000.0
2021,1065690000.0,205085000.0,147385000.0
2022,510806000.0,320329000.0,71891000.0
","year,NOPAT
2020,544354075.4668255
2021,1095026730.4516323
2022,714160793.9707052
"
2547,US,fundamental,"Comparing F5's NOPAT year by year from 2021 to 2023, how many times did it increase relative to the preceding year? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2021,386937000.0,5280000.0,99378000.0
2022,385393000.0,7981000.0,110036000.0
2023,485988000.0,2970000.0,191569000.0
","year,NOPAT
2021,291482924.35977954
2022,281059294.0660572
2023,296218271.6486827
"
2548,US,fundamental,"Taking 2022 as the starting reference, how many year-over-year decreases occurred in IQVIA's NOPAT up to 2024? (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2022,1363000000.0,416000000.0,260000000.0
2023,1459000000.0,672000000.0,101000000.0
2024,1669000000.0,670000000.0,301000000.0
","year,NOPAT
2022,1439645634.6294937
2023,1983480466.0726526
2024,1917167165.9676452
"
2549,US,fundamental,"For CBRE Group's NOPAT from 2019 to 2023, count the number of YoY decreases between each consecutive pair of years. (Indicator unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,hard,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2019,1361345000.0,86666000.0,365065000.0
2020,969969000.0,67463000.0,51681000.0
2021,2409421000.0,41068000.0,330426000.0
2022,1658190000.0,89223000.0,604366000.0
2023,1277000000.0,191000000.0,467000000.0
","year,NOPAT
2019,1059705217.3255126
2020,982156498.2138605
2021,2114430968.5003161
2022,1110527597.7493532
2023,931151135.4737667
"
2550,US,fundamental,"What is the minimum of Gross Margin for Tapestry from 2022 to 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",69.5699,medium,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2022,6684500000.0,2034100000.0
2023,6660900000.0,1946000000.0
2024,6671200000.0,1781700000.0
","year,Gross Margin
2022,69.56990051611938
2023,70.78472879040369
2024,73.29266099052644
"
2551,US,fundamental,"From 2018 to 2020, what is the average of LyondellBasell's Gross Margin? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.8183,medium,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2018,39004000000.0,32529000000.0
2019,34727000000.0,29301000000.0
2020,27753000000.0,24359000000.0
","year,Gross Margin
2018,16.600861450107683
2019,15.62473003714689
2020,12.229308543220553
"
2552,US,fundamental,"What was the maximum of Gross Margin for Revvity during 2019-2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",60.0826,medium,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2019,2883673000.0,1487618000.0
2020,3782745000.0,1672868000.0
2021,5067169000.0,2215869000.0
2022,3311822000.0,1321992000.0
2023,2750571000.0,1210880000.0
","year,Gross Margin
2019,48.41238933818086
2020,55.776347599428455
2021,56.270079012561055
2022,60.082637291496944
2023,55.97714074641229
"
2553,US,fundamental,"For Alphabet Inc. (Class A)'s Gross Margin, what is the minimum over 2021 to 2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",55.3794,medium,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2021,257637000000.0,110939000000.0
2022,282836000000.0,126203000000.0
2023,307394000000.0,133332000000.0
","year,Gross Margin
2021,56.93980290098084
2022,55.37944250378312
2023,56.625047984020505
"
2554,US,fundamental,"Calculate the minimum of CF Industries's Gross Margin from 2017 to 2019. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.4116,medium,profitability,(Revenue - COGS) / Revenue * 100%,"year,Revenue,CostOfGoodsAndServicesSold
2017,4130000000.0,3700000000.0
2018,4429000000.0,3512000000.0
2019,4590000000.0,3416000000.0
","year,Gross Margin
2017,10.411622276029057
2018,20.704447956649357
2019,25.577342047930284
"
2555,US,fundamental,"What is the maximum of EBIT Margin for HP Inc. from 2023 to 2025? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.9456,medium,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2023,53718000000.0,2937000000.0,548000000.0
2024,53559000000.0,3279000000.0,441000000.0
2025,55295000000.0,2668000000.0,437000000.0
","year,EBIT Margin
2023,6.487583305409732
2024,6.945611381840587
2025,5.615335925490551
"
2556,US,fundamental,"From 2018 to 2022, what is the minimum of Ross Stores's EBIT Margin? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.763,medium,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2018,14983541000.0,2050876000.0,18105000.0
2019,16039073000.0,2164288000.0,12682000.0
2020,12531565000.0,106297000.0,239953000.0
2021,18916244000.0,2258540000.0,0.0
2022,18695829000.0,1987489000.0,0.0
","year,EBIT Margin
2018,13.808358117750672
2019,13.572916589381443
2020,2.7630228147880973
2021,11.939685277901892
2022,10.630654570064799
"
2557,US,fundamental,"What was the minimum of EBIT Margin for State Street Corporation during 2018-2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.9757,medium,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2018,11982000000.0,2999000000.0,981000000.0
2019,11756000000.0,2712000000.0,1382000000.0
2020,11703000000.0,2899000000.0,375000000.0
","year,EBIT Margin
2018,33.216491403772324
2019,34.82477033004423
2020,27.975732718106467
"
2558,US,fundamental,"For Ametek's EBIT Margin, what is the maximum over 2016 to 2018? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.0791,medium,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2016,3840087000.0,693103000.0,94304000.0
2017,4300170000.0,796729000.0,98029000.0
2018,4845872000.0,987745000.0,82180000.0
","year,EBIT Margin
2016,20.504926060268946
2017,20.807502959185335
2018,22.07910155282682
"
2559,US,fundamental,"Calculate the average of Revvity's EBIT Margin from 2017 to 2021. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.7064,medium,profitability,EBIT / Revenue * 100% = (Pretax Income + Interest Expense) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense
2017,2256982000.0,296718000.0,35780000.0
2018,2777996000.0,257683000.0,56451000.0
2019,2883673000.0,237142000.0,82693000.0
2020,3782745000.0,906364000.0,42142000.0
2021,5067169000.0,1279886000.0,54120000.0
","year,EBIT Margin
2017,14.731973936876766
2018,11.307935648575448
2019,11.091236766443352
2020,25.07454242884466
2021,26.326455659955293
"
2560,US,fundamental,"What is the average of EBITDA Margin for CBRE Group from 2021 to 2025? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.4156,medium,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2021,27746036000.0,2409421000.0,41068000.0,525871000.0
2022,30828246000.0,1658190000.0,89223000.0,613088000.0
2023,31949000000.0,1277000000.0,191000000.0,622000000.0
2024,35767000000.0,1218000000.0,215000000.0,674000000.0
2025,40550000000.0,1594000000.0,216000000.0,729000000.0
","year,EBITDA Margin
2021,10.727153961740697
2022,7.656942273005088
2023,6.541675795799555
2024,5.890905024184304
2025,6.2614056720098645
"
2561,US,fundamental,"From 2016 to 2018, what is the average of Mettler Toledo's EBITDA Margin? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.558,medium,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2016,2508257000.0,504193000.0,28026000.0,32743000.0
2017,2725053000.0,574222000.0,32785000.0,33458000.0
2018,2935586000.0,651858000.0,34511000.0,37167000.0
","year,EBITDA Margin
2016,22.52408744398999
2017,23.502845632727144
2018,24.64707216889575
"
2562,US,fundamental,"What was the average of EBITDA Margin for Paycom during 2020-2024? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",34.2878,medium,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2020,841434000.0,185936000.0,19000.0,53373000.0
2021,1055524000.0,255962000.0,2000.0,67222000.0
2022,1375218000.0,389578000.0,2536000.0,92699000.0
2023,1693674000.0,472399000.0,1927000.0,113948000.0
2024,1883200000.0,649000000.0,3400000.0,145900000.0
","year,EBITDA Margin
2020,28.4428725247613
2021,30.61853638571932
2022,35.253537984523184
2023,34.73360280667944
2024,42.390611724723875
"
2563,US,fundamental,"For Quanta Services's EBITDA Margin, what is the maximum over 2019 to 2021? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.5722,medium,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2019,12112153000.0,572287000.0,66890000.0,218107000.0,62091000.0
2020,11202672000.0,571346000.0,45013000.0,225256000.0,76704000.0
2021,12980213000.0,622901000.0,68899000.0,255529000.0,165366000.0
","year,EBITDA Margin
2019,7.590516731418435
2020,8.197321139099673
2021,8.572239916247907
"
2564,US,fundamental,"Calculate the minimum of Target Corporation's EBITDA Margin from 2016 to 2020. (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.7929,medium,profitability,(Pretax Income + Interest Expense + D&A) / Revenue * 100%,"year,Revenue,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2016,69495000000.0,3965000000.0,999000000.0,2298000000.0
2017,71879000000.0,3646000000.0,678000000.0,2445000000.0
2018,75356000000.0,3676000000.0,476000000.0,2474000000.0
2019,78112000000.0,4190000000.0,492000000.0,2604000000.0
2020,93561000000.0,5546000000.0,939000000.0,2485000000.0
","year,EBITDA Margin
2016,10.449672638319303
2017,9.417215041945491
2018,8.79292956101704
2019,9.327632117984432
2020,9.587328053355565
"
2565,US,fundamental,"What is the minimum of Net Profit Margin for Hewlett Packard Enterprise from 2023 to 2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1662,medium,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2023,29135000000.0,2025000000.0
2024,30127000000.0,2579000000.0
2025,34296000000.0,57000000.0
","year,Net Profit Margin
2023,6.950403295006007
2024,8.560427523483918
2025,0.16620013995801258
"
2566,US,fundamental,"From 2018 to 2020, what is the minimum of Meta Platforms's Net Profit Margin? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.1468,medium,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2018,55838000000.0,22112000000.0
2019,70697000000.0,18485000000.0
2020,85965000000.0,29146000000.0
","year,Net Profit Margin
2018,39.60027221605358
2019,26.14679547929898
2020,33.90449601582039
"
2567,US,fundamental,"What was the maximum of Net Profit Margin for PayPal during 2016-2020? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.6087,medium,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2016,10842000000.0,1401000000.0
2017,13094000000.0,1795000000.0
2018,15451000000.0,2057000000.0
2019,17772000000.0,2459000000.0
2020,21454000000.0,5065000000.0
","year,Net Profit Margin
2016,12.92197011621472
2017,13.708568810142049
2018,13.313054171251052
2019,13.836371820841773
2020,23.608651067400018
"
2568,US,fundamental,"For Nucor's Net Profit Margin, what is the average over 2016 to 2020? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0103,medium,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2016,16208122000.0,796271000.0
2017,20252393000.0,1318688000.0
2018,25067279000.0,2360767000.0
2019,22588858000.0,1271143000.0
2020,20139658000.0,721470000.0
","year,Net Profit Margin
2016,4.9127900197197425
2017,6.511270050902134
2018,9.41772339949621
2019,5.627300857794582
2020,3.582334913532295
"
2569,US,fundamental,"Calculate the average of Marsh McLennan's Net Profit Margin from 2017 to 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.9398,medium,profitability,Net Income / Revenue * 100%,"year,Revenue,NetIncome
2017,14024000000.0,1492000000.0
2018,14950000000.0,1650000000.0
2019,16652000000.0,1742000000.0
2020,17224000000.0,2016000000.0
2021,19820000000.0,3143000000.0
","year,Net Profit Margin
2017,10.638904734740445
2018,11.036789297658862
2019,10.461205861157818
2020,11.704598235020901
2021,15.857719475277499
"
2570,US,fundamental,"What is the maximum of Return on Equity for Pool Corporation from 2018 to 2020? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",104.9662,medium,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2017,191633000.0,223146000.0
2018,234461000.0,223590000.0
2019,261575000.0,410180000.0
2020,366738000.0,639470000.0
","year,Return on Equity
2018,104.96624404570036
2019,82.54571847831232
2020,69.87814985947696
"
2571,US,fundamental,"From 2017 to 2019, what is the average of Air Products's Return on Equity? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",21.7753,medium,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2016,631100000.0,7079600000.0
2017,3000400000.0,10086200000.0
2018,1497800000.0,10857500000.0
2019,1760000000.0,11053600000.0
","year,Return on Equity
2017,34.957881368768135
2018,14.303107855822992
2019,16.064916868619104
"
2572,US,fundamental,"What was the average of Return on Equity for Dollar General during 2020-2024? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.1449,medium,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2019,1712555000.0,6702500000.0
2020,2655050000.0,6661238000.0
2021,2399232000.0,6261986000.0
2022,2415989000.0,5541772000.0
2023,1661274000.0,6749119000.0
2024,1125253000.0,7413707000.0
","year,Return on Equity
2020,39.73513997356129
2021,37.13054884756312
2022,40.93592904903676
2023,27.03260487787256
2024,15.890232641423399
"
2573,US,fundamental,"For NVR's Return on Equity, what is the average over 2018 to 2022? (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",43.1363,medium,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2017,537521000.0,1605492000.0
2018,797197000.0,1808562000.0
2019,878539000.0,2341244000.0
2020,901248000.0,3103074000.0
2021,1236719000.0,3002378000.0
2022,1725575000.0,3506849000.0
","year,Return on Equity
2018,46.700901626043404
2019,42.34120823961409
2020,33.10783830040788
2021,40.51195554399576
2022,53.01935237471361
"
2574,US,fundamental,"Calculate the minimum of West Pharmaceutical Services's Return on Equity from 2022 to 2024. (Unit: %; Use the average of beginning and ending stockholders’ equity) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.7125,medium,profitability,Net Income / Average Stockholders Equity * 100%,"year,NetIncome,AllEquityBalance
2021,661800000.0,2335400000.0
2022,585900000.0,2684900000.0
2023,593400000.0,2881000000.0
2024,492700000.0,2682300000.0
","year,Return on Equity
2022,23.341234587574448
2023,21.322697137929175
2024,17.71250876278468
"
2575,US,fundamental,"What is the maximum of Return on Assets for International Paper from 2017 to 2021? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.3764,medium,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2016,904000000.0,33345000000.0
2017,2144000000.0,33903000000.0
2018,2012000000.0,33576000000.0
2019,1225000000.0,33471000000.0
2020,482000000.0,31718000000.0
2021,1752000000.0,25243000000.0
","year,Return on Assets
2017,6.376397811087318
2018,5.963336741801153
2019,3.6541530568108938
2020,1.4787770942950498
2021,6.151577395059777
"
2576,US,fundamental,"From 2021 to 2025, what is the minimum of Expeditors International's Return on Assets? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.8876,medium,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2020,696140000.0,4927503000.0
2021,1415492000.0,7609929000.0
2022,1357399000.0,5590434000.0
2023,752883000.0,4523809000.0
2024,810073000.0,4754458000.0
2025,810332000.0,4893638000.0
","year,Return on Assets
2021,22.58025407435909
2022,20.56608594778795
2023,14.887579821841337
2024,17.461730730534054
2025,16.797759889619673
"
2577,US,fundamental,"What was the maximum of Return on Assets for Deckers Brands during 2020-2022? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.2512,medium,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2019,340866000.0,1765118000.0
2020,501514000.0,2167705000.0
2021,564638000.0,2332250000.0
2022,666082000.0,2556203000.0
","year,Return on Assets
2020,25.504020903051067
2021,25.09527317495397
2022,27.251238786585454
"
2578,US,fundamental,"For Realty Income's Return on Assets, what is the maximum over 2020 to 2022? (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0129,medium,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2019,436482000.0,18554796000.0
2020,395486000.0,20740285000.0
2021,359456000.0,43137502000.0
2022,869408000.0,49673092000.0
","year,Return on Assets
2020,2.0129033453322056
2021,1.1254491330452634
2022,1.8735102589689276
"
2579,US,fundamental,"Calculate the maximum of Archer Daniels Midland's Return on Assets from 2018 to 2022. (Unit: %; Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.4886,medium,profitability,Net Income / Average Total Assets * 100%,"year,NetIncome,Assets
2017,1595000000.0,39963000000.0
2018,1810000000.0,40833000000.0
2019,1379000000.0,43997000000.0
2020,1772000000.0,49719000000.0
2021,2709000000.0,56136000000.0
2022,4340000000.0,59774000000.0
","year,Return on Assets
2018,4.480419822763503
2019,3.2512082989508433
2020,3.7816381407657174
2021,5.118322233243588
2022,7.488568717108102
"
2580,US,fundamental,"What is the minimum of Return on Invested Capital for IBM from 2021 to 2023? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.3125,medium,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2020,4637000000.0,1830000000.0,2253000000.0,20727000000.0,7183000000.0,54355000000.0,1357000000.0,3574000000.0,13212000000.0,600000000.0
2021,4837000000.0,1512000000.0,2103000000.0,18996000000.0,6787000000.0,44917000000.0,974000000.0,2462000000.0,6650000000.0,0.0
2022,1156000000.0,1401000000.0,1865000000.0,22021000000.0,4760000000.0,46189000000.0,874000000.0,2190000000.0,7886000000.0,0.0
2023,8690000000.0,1668000000.0,1564000000.0,22613000000.0,6426000000.0,50121000000.0,820000000.0,2568000000.0,13068000000.0,0.0
","year,Return on Invested Capital
2021,5.094941842182501
2022,-2.3124936827498264
2023,12.34312551072866
"
2581,US,fundamental,"From 2017 to 2019, what is the maximum of Archer Daniels Midland's Return on Invested Capital? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.8195,medium,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2016,1822000000.0,283000000.0,534000000.0,17181000000.0,154000000.0,6504000000.0,0.0,0.0,5011000000.0,0.0
2017,1609000000.0,338000000.0,7000000.0,18322000000.0,857000000.0,6623000000.0,0.0,0.0,4826000000.0,0.0
2018,2060000000.0,351000000.0,245000000.0,18996000000.0,108000000.0,7698000000.0,0.0,0.0,4506000000.0,6000000.0
2019,1588000000.0,373000000.0,209000000.0,19225000000.0,1202000000.0,7672000000.0,0.0,0.0,4458000000.0,0.0
","year,Return on Invested Capital
2017,9.740375446899254
2018,9.81951118369589
2019,7.415073437009088
"
2582,US,fundamental,"What was the average of Return on Invested Capital for Moody's Corporation during 2023-2025? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.3802,medium,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2022,1760000000.0,231000000.0,386000000.0,2689000000.0,0.0,7389000000.0,106000000.0,368000000.0,1769000000.0,90000000.0
2023,1935000000.0,251000000.0,327000000.0,3476000000.0,0.0,7001000000.0,108000000.0,306000000.0,2130000000.0,63000000.0
2024,2699000000.0,237000000.0,640000000.0,3727000000.0,0.0,6731000000.0,102000000.0,216000000.0,2408000000.0,566000000.0
2025,3130000000.0,213000000.0,668000000.0,4205000000.0,0.0,6994000000.0,95000000.0,262000000.0,2384000000.0,64000000.0
","year,Return on Invested Capital
2023,20.891069469684712
2024,27.149107974895305
2025,31.10043587268058
"
2583,US,fundamental,"For United Parcel Service's Return on Invested Capital, what is the average over 2017 to 2021? (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",28.0544,medium,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2016,5136000000.0,381000000.0,1705000000.0,429000000.0,3681000000.0,12394000000.0,0.0,0.0,3476000000.0,1091000000.0
2017,7148000000.0,453000000.0,2238000000.0,1030000000.0,4011000000.0,20278000000.0,0.0,0.0,3320000000.0,749000000.0
2018,6019000000.0,605000000.0,1228000000.0,3037000000.0,2805000000.0,19931000000.0,0.0,0.0,4225000000.0,810000000.0
2019,5652000000.0,653000000.0,1212000000.0,3283000000.0,3420000000.0,21818000000.0,538000000.0,2391000000.0,5238000000.0,503000000.0
2020,1844000000.0,701000000.0,501000000.0,669000000.0,2623000000.0,22031000000.0,560000000.0,2540000000.0,5910000000.0,406000000.0
2021,16595000000.0,694000000.0,3705000000.0,14269000000.0,0.0,19784000000.0,580000000.0,3033000000.0,10255000000.0,338000000.0
","year,Return on Invested Capital
2017,31.465140922201908
2018,25.11464006923678
2019,21.327415760547478
2020,7.752818831551315
2021,54.6118647720783
"
2584,US,fundamental,"Calculate the minimum of 3M's Return on Invested Capital from 2017 to 2019. (Unit: %;  Use the sum of Pretax Income and Interest Expense as EBIT; Use the average of beginning and ending invested capital. Total cash is deducted rather than excess cash. Operating lease liabilities are capitalized and included in debt per ASC 842.) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.462,medium,profitability,ROIC = NOPAT / Average Invested Capital * 100%; NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income; Invested Capital = Equity (incl. minority) + Total Debt (short + long-term debt + operating lease liabilities) - Cash and Short-Term Investments,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes,AllEquityBalanceIncludingMinorityInterest,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments
2016,7053000000.0,199000000.0,1995000000.0,10343000000.0,972000000.0,10678000000.0,0.0,0.0,2398000000.0,0.0
2017,7548000000.0,0.0,2679000000.0,11622000000.0,1853000000.0,12096000000.0,0.0,0.0,3053000000.0,0.0
2018,7000000000.0,0.0,1637000000.0,9848000000.0,1211000000.0,13411000000.0,0.0,0.0,2853000000.0,380000000.0
2019,5712000000.0,0.0,1130000000.0,10126000000.0,0.0,17518000000.0,247000000.0,607000000.0,0.0,98000000.0
","year,Return on Invested Capital
2017,23.123501056680833
2018,24.51376985487373
2019,18.462034369522733
"
2585,US,fundamental,"What is the average of Days Inventory Outstanding for ON Semiconductor from 2018 to 2022? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",123.7315,medium,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2017,3509300000.0,1089500000.0
2018,3639600000.0,1225200000.0
2019,3544300000.0,1232400000.0
2020,3539200000.0,1251400000.0
2021,4025500000.0,1379500000.0
2022,4249000000.0,1616800000.0
","year,Days Inventory Outstanding
2018,116.06570777008463
2019,126.54459272634935
2020,128.07795547016275
2021,119.27443795801764
2022,128.69492821840433
"
2586,US,fundamental,"From 2021 to 2025, what is the maximum of Amphenol's Days Inventory Outstanding? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",91.7972,medium,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2020,5934800000.0,1462200000.0
2021,7474500000.0,1894100000.0
2022,8594800000.0,2093600000.0
2023,8470600000.0,2167100000.0
2024,10083000000.0,2545700000.0
2025,14577000000.0,3424900000.0
","year,Days Inventory Outstanding
2021,81.94859187905546
2022,84.67390166146973
2023,91.7972457677142
2024,85.30060497867697
2025,74.75025725457914
"
2587,US,fundamental,"What was the minimum of Days Inventory Outstanding for Molson Coors Beverage Company during 2020-2022? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.6956,medium,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2019,6378200000.0,615900000.0
2020,5885700000.0,664300000.0
2021,6226300000.0,804700000.0
2022,7045800000.0,792900000.0
","year,Days Inventory Outstanding
2020,39.69561819324804
2021,43.058076225045376
2022,41.38096454625451
"
2588,US,fundamental,"For Emcor's Days Inventory Outstanding, what is the minimum over 2021 to 2023? (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3337,medium,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2020,7401679000.0,53338000.0
2021,8401843000.0,54098000.0
2022,9472526000.0,85641000.0
2023,10493534000.0,110774000.0
","year,Days Inventory Outstanding
2021,2.3336629832287987
2022,2.692245711439589
2023,3.415983356989171
"
2589,US,fundamental,"Calculate the average of Otis Worldwide's Days Inventory Outstanding from 2023 to 2025. (Use the average of beginning and ending inventory; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",21.6474,medium,operational efficiency,Average Inventory / COGS * 365,"year,CostOfGoodsAndServicesSold,Inventories
2022,9765000000.0,617000000.0
2023,10016000000.0,612000000.0
2024,10004000000.0,557000000.0
2025,10061000000.0,613000000.0
","year,Days Inventory Outstanding
2023,22.393420527156547
2024,21.325719712115156
2025,21.22303945929828
"
2590,US,fundamental,"What is the average of Days Sales Outstanding for Best Buy from 2018 to 2020? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.7896,medium,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2017,42151000000.0,1049000000.0
2018,42879000000.0,1015000000.0
2019,43638000000.0,1149000000.0
2020,47262000000.0,1061000000.0
","year,Days Sales Outstanding
2018,8.784719792905618
2019,9.050139786424676
2020,8.53381151876772
"
2591,US,fundamental,"From 2023 to 2025, what is the minimum of McDonald's's Days Sales Outstanding? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.9158,medium,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2022,23182600000.0,2115000000.0
2023,25493700000.0,2488000000.0
2024,25920000000.0,2383000000.0
2025,26885000000.0,2466000000.0
","year,Days Sales Outstanding
2023,32.95118009547457
2024,34.29619984567901
2025,32.91584526687744
"
2592,US,fundamental,"What was the maximum of Days Sales Outstanding for Microchip Technology during 2018-2022? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",64.8233,medium,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2017,3980800000.0,563700000.0
2018,5349500000.0,880600000.0
2019,5274200000.0,934000000.0
2020,5438400000.0,997700000.0
2021,6820900000.0,1072600000.0
2022,8438700000.0,1305300000.0
","year,Days Sales Outstanding
2018,49.272782503037675
2019,62.78952258162375
2020,64.8233395851721
2021,55.3929466785908
2022,51.42578240724282
"
2593,US,fundamental,"For Hartford (The)'s Days Sales Outstanding, what is the minimum over 2018 to 2020? (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",73.7304,medium,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2017,16974000000.0,3910000000.0
2018,18955000000.0,3995000000.0
2019,20740000000.0,4384000000.0
2020,20523000000.0,4268000000.0
","year,Days Sales Outstanding
2018,76.10986547085201
2019,73.73035197685631
2020,76.93758222482093
"
2594,US,fundamental,"Calculate the average of Allegion's Days Sales Outstanding from 2019 to 2023. (Use the average of beginning and ending trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",40.4755,medium,operational efficiency,Average Trade Receivables / Revenue * 365,"year,Revenue,TradeReceivables
2018,2731700000.0,324900000.0
2019,2854000000.0,329800000.0
2020,2719900000.0,321800000.0
2021,2867400000.0,283300000.0
2022,3271900000.0,395600000.0
2023,3650800000.0,412800000.0
","year,Days Sales Outstanding
2019,41.86501401541696
2020,43.72109268723115
2021,38.51250261560996
2022,37.86767627372475
2023,40.411142763229975
"
2595,US,fundamental,"What is the minimum of Days Payable Outstanding for Devon Energy from 2018 to 2022? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",86.9207,medium,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2017,7730000000.0,1180000000.0
2018,4363000000.0,898000000.0
2019,2812000000.0,730000000.0
2020,2013000000.0,662000000.0
2021,4238000000.0,1456000000.0
2022,5780000000.0,1506000000.0
","year,Days Payable Outstanding
2018,86.9206967682787
2019,105.65789473684211
2020,126.19970193740686
2021,91.2069372345446
2022,93.52335640138408
"
2596,US,fundamental,"From 2020 to 2022, what is the minimum of Sysco's Days Payable Outstanding? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.9484,medium,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2019,48704935000.0,4314620000.0
2020,42991646000.0,3447065000.0
2021,41941094000.0,4884781000.0
2022,56315622000.0,5752958000.0
","year,Days Payable Outstanding
2020,32.948436365986076
2021,36.25470272663846
2022,34.47333614640712
"
2597,US,fundamental,"What was the average of Days Payable Outstanding for Target Corporation during 2018-2022? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",64.9384,medium,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2017,51125000000.0,8677000000.0
2018,53299000000.0,9761000000.0
2019,54864000000.0,9920000000.0
2020,66177000000.0,12859000000.0
2021,74963000000.0,15478000000.0
2022,82229000000.0,13487000000.0
","year,Days Payable Outstanding
2018,63.133173230266976
2019,65.46701844561098
2020,62.818917448660414
2021,68.9874004508891
2022,64.28525824222598
"
2598,US,fundamental,"For Lilly (Eli)'s Days Payable Outstanding, what is the average over 2019 to 2021? (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",96.9842,medium,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2018,6430000000.0,1412300000.0
2019,4721200000.0,1405300000.0
2020,5483300000.0,1606700000.0
2021,7312800000.0,1670600000.0
","year,Days Payable Outstanding
2019,108.91552995001271
2020,100.24802582386519
2021,81.78908899463954
"
2599,US,fundamental,"Calculate the average of Keurig Dr Pepper's Days Payable Outstanding from 2017 to 2019. (Use the average of beginning and ending trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",130.3383,medium,operational efficiency,Average Trade Payables / COGS * 365,"year,CostOfGoodsAndServicesSold,TradePayables
2016,2582000000.0,303000000.0
2017,2695000000.0,365000000.0
2018,3560000000.0,2300000000.0
2019,4778000000.0,3176000000.0
","year,Days Payable Outstanding
2017,45.23562152133581
2018,136.6186797752809
2019,209.16073670992049
"
2600,US,fundamental,"What is the average of Operating Cycle for Hormel Foods from 2020 to 2022? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",75.7038,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2019,7612669000.0,1042362000.0,9497317000.0,574396000.0
2020,7782498000.0,1072762000.0,9608462000.0,702419000.0
2021,9458283000.0,1369198000.0,11386189000.0,895719000.0
2022,10294120000.0,1716059000.0,12458806000.0,867593000.0
","year,Operating Cycle
2020,73.8511810138912
2021,72.73350487392095
2022,80.52666335502894
"
2601,US,fundamental,"From 2021 to 2025, what is the minimum of Generac's Operating Cycle? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",174.9742,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2020,1527546000.0,603317000.0,2485200000.0,374906000.0
2021,2377102000.0,1089705000.0,3737184000.0,546466000.0
2022,3042733000.0,1405384000.0,4564737000.0,522458000.0
2023,2657236000.0,1167484000.0,4022667000.0,537316000.0
2024,2630208000.0,1031647000.0,4295834000.0,612107000.0
2025,2597410000.0,1248867000.0,4209147000.0,602739000.0
","year,Operating Cycle
2021,174.97421036646264
2022,192.3888818694401
2023,224.78530593240214
2024,201.42018756632714
2025,212.90739466398023
"
2602,US,fundamental,"What was the maximum of Operating Cycle for Campbell's Company (The) during 2021-2025? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",95.252,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2020,5692000000.0,871000000.0,8691000000.0,575000000.0
2021,5665000000.0,933000000.0,8476000000.0,595000000.0
2022,5935000000.0,1246000000.0,8562000000.0,541000000.0
2023,6440000000.0,1291000000.0,9357000000.0,529000000.0
2024,6665000000.0,1386000000.0,9636000000.0,630000000.0
2025,7134000000.0,1424000000.0,10253000000.0,583000000.0
","year,Operating Cycle
2021,83.30822264577998
2022,91.2177597688263
2023,92.76420072294499
2024,95.25195787583259
2025,93.4756347065719
"
2603,US,fundamental,"For Henry Schein's Operating Cycle, what is the minimum over 2020 to 2022? (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",112.8694,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2019,6894917000.0,1428799000.0,9985803000.0,1246246000.0
2020,7304798000.0,1512499000.0,10119141000.0,1424787000.0
2021,8728770000.0,1861138000.0,12401021000.0,1451829000.0
2022,8816000000.0,1963000000.0,12647000000.0,1442000000.0
","year,Operating Cycle
2020,121.65657299276792
2021,112.869374523359
2022,120.92229347819732
"
2604,US,fundamental,"Calculate the minimum of Steel Dynamics's Operating Cycle from 2019 to 2023. (Use the average of beginning and ending inventory and trade receivables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",103.7788,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables
2018,9499025000.0,1859168000.0,11801609000.0,1040220000.0
2019,8934007000.0,1689043000.0,10451132000.0,841378000.0
2020,8166754000.0,1843548000.0,9587691000.0,967981000.0
2021,13046426000.0,3531130000.0,18376743000.0,1911385000.0
2022,16142943000.0,3129964000.0,21469251000.0,1976282000.0
2023,14749433000.0,2894632000.0,18795316000.0,1608307000.0
","year,Operating Cycle
2019,105.33819168665468
2020,113.38257869135226
2021,103.77878431402482
2022,108.35255807675443
2023,109.3503559612324
"
2605,US,fundamental,"What is the maximum of Cash Conversion Cycle for Phillips 66 from 2021 to 2025? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.8371,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2020,57707000000.0,3893000000.0,64129000000.0,5688000000.0,5171000000.0
2021,102102000000.0,3394000000.0,111476000000.0,6138000000.0,7629000000.0
2022,149932000000.0,3276000000.0,169990000000.0,9497000000.0,10748000000.0
2023,128086000000.0,3750000000.0,147399000000.0,11730000000.0,10901000000.0
2024,129962000000.0,3995000000.0,143153000000.0,11033000000.0,10304000000.0
2025,116093000000.0,5097000000.0,132376000000.0,9771000000.0,8867000000.0
","year,Cash Conversion Cycle
2021,9.506532722012494
2022,2.5356430862536925
2023,5.446711113529307
2024,10.118338615921942
2025,12.837062885630964
"
2606,US,fundamental,"From 2018 to 2020, what is the average of Alphabet Inc. (Class A)'s Cash Conversion Cycle? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",34.3436,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2017,45583000000.0,749000000.0,110855000000.0,18336000000.0,3137000000.0
2018,59549000000.0,1107000000.0,136819000000.0,20838000000.0,4378000000.0
2019,71896000000.0,999000000.0,161857000000.0,25326000000.0,5561000000.0
2020,84732000000.0,728000000.0,182527000000.0,30930000000.0,5589000000.0
","year,Cash Conversion Cycle
2018,34.91022417415698
2019,32.168488257287244
2020,35.95195189966975
"
2607,US,fundamental,"What was the minimum of Cash Conversion Cycle for Stanley Black & Decker during 2021-2025? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",76.1628,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2020,9566700000.0,2737400000.0,14534600000.0,1512200000.0,2446400000.0
2021,10423000000.0,5446800000.0,15617200000.0,1560800000.0,3438900000.0
2022,12663300000.0,5861100000.0,16947400000.0,1231000000.0,2344400000.0
2023,11848500000.0,4738600000.0,15781100000.0,1302000000.0,2298900000.0
2024,10851300000.0,4536400000.0,15365700000.0,1153700000.0,2437200000.0
2025,10542100000.0,4157100000.0,15130400000.0,919700000.0,2163000000.0
","year,Cash Conversion Cycle
2021,76.16282118400962
2022,109.68283225830523
2023,121.03799309235758
2024,105.50300828446579
2025,95.87028766274993
"
2608,US,fundamental,"For Henry Schein's Cash Conversion Cycle, what is the maximum over 2020 to 2022? (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",78.321,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2019,6894917000.0,1428799000.0,9985803000.0,1246246000.0,880266000.0
2020,7304798000.0,1512499000.0,10119141000.0,1424787000.0,1005655000.0
2021,8728770000.0,1861138000.0,12401021000.0,1451829000.0,1053934000.0
2022,8816000000.0,1963000000.0,12647000000.0,1442000000.0,1004000000.0
","year,Cash Conversion Cycle
2020,74.53951616244899
2021,69.80775272555701
2022,78.32100547910477
"
2609,US,fundamental,"Calculate the minimum of Amgen's Cash Conversion Cycle from 2019 to 2021. (Use the average of beginning and ending inventory, trade receivables, and trade payables; one year is assumed to have 365 days) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",200.4271,medium,operational efficiency,Days Inventory Outstanding + Days Sales Outstanding - Days Payable Outstanding,"year,CostOfGoodsAndServicesSold,Inventories,Revenue,TradeReceivables,TradePayables
2018,4101000000.0,2940000000.0,45066000000.0,3580000000.0,1207000000.0
2019,4356000000.0,3584000000.0,23362000000.0,4057000000.0,1371000000.0
2020,6159000000.0,3893000000.0,25424000000.0,4525000000.0,1421000000.0
2021,6454000000.0,4086000000.0,25979000000.0,4895000000.0,1366000000.0
","year,Cash Conversion Cycle
2019,224.98149833077963
2020,200.4270663235564
2021,212.9889812434975
"
2610,US,fundamental,"What is the minimum of Inventory Turnover for FirstEnergy from 2020 to 2024? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8746,medium,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2019,497000000.0,281000000.0
2020,369000000.0,317000000.0
2021,481000000.0,260000000.0
2022,730000000.0,421000000.0
2023,538000000.0,512000000.0
2024,464000000.0,549000000.0
","year,Inventory Turnover
2020,1.234113712374582
2021,1.6672443674176776
2022,2.1439060205580027
2023,1.1532690246516613
2024,0.8746465598491989
"
2611,US,fundamental,"From 2017 to 2019, what is the minimum of Schlumberger's Inventory Turnover? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.4024,medium,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2016,17876000000.0,4225000000.0
2017,18206000000.0,4046000000.0
2018,28478000000.0,4010000000.0
2019,28720000000.0,4130000000.0
","year,Inventory Turnover
2017,4.402369725547092
2018,7.070009930486594
2019,7.056511056511057
"
2612,US,fundamental,"What was the maximum of Inventory Turnover for Caterpillar Inc. during 2023-2025? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.605,medium,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2022,41350000000.0,16270000000.0
2023,42767000000.0,16565000000.0
2024,40199000000.0,16827000000.0
2025,44752000000.0,18135000000.0
","year,Inventory Turnover
2023,2.604964215014466
2024,2.4077024436990895
2025,2.5600366111778503
"
2613,US,fundamental,"For GE Aerospace's Inventory Turnover, what is the maximum over 2019 to 2021? (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.1965,medium,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2018,92671000000.0,19271000000.0
2019,70029000000.0,14104000000.0
2020,60421000000.0,15890000000.0
2021,53896000000.0,15847000000.0
","year,Inventory Turnover
2019,4.196494382022472
2020,4.028872441154897
2021,3.396414279862621
"
2614,US,fundamental,"Calculate the minimum of PPL Corporation's Inventory Turnover from 2021 to 2023. (Use the average of beginning and ending inventory) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.7086,medium,operational efficiency,COGS / Average Inventory,"year,CostOfGoodsAndServicesSold,Inventories
2020,1944000000.0,361000000.0
2021,1608000000.0,322000000.0
2022,2398000000.0,443000000.0
2023,2462000000.0,505000000.0
","year,Inventory Turnover
2021,4.708638360175695
2022,6.269281045751634
2023,5.194092827004219
"
2615,US,fundamental,"What is the minimum of Receivables Turnover for CVS Health from 2018 to 2022? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.4729,medium,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2017,184765000000.0,13181000000.0
2018,194579000000.0,17631000000.0
2019,256776000000.0,19617000000.0
2020,268706000000.0,21742000000.0
2021,292111000000.0,24431000000.0
2022,322467000000.0,27276000000.0
","year,Receivables Turnover
2018,12.630079189926002
2019,13.787371134020619
2020,12.993834473754202
2021,12.652892382994391
2022,12.472856673177713
"
2616,US,fundamental,"From 2018 to 2020, what is the minimum of Henry Schein's Receivables Turnover? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.0077,medium,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2017,12461543000.0,1470047000.0
2018,13201995000.0,1603711000.0
2019,9985803000.0,1246246000.0
2020,10119141000.0,1424787000.0
","year,Receivables Turnover
2018,8.590132990300473
2019,7.007686782642685
2020,7.57694944240674
"
2617,US,fundamental,"What was the maximum of Receivables Turnover for Lululemon Athletica during 2018-2022? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",119.6644,medium,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2017,2649181000.0,19173000.0
2018,3288319000.0,35786000.0
2019,3979296000.0,40219000.0
2020,4401879000.0,62399000.0
2021,6256617000.0,77001000.0
2022,8110518000.0,132906000.0
","year,Receivables Turnover
2018,119.66444076493386
2019,104.71142687981055
2020,85.79155703677718
2021,89.76494978479197
2022,77.27725135417113
"
2618,US,fundamental,"For Norwegian Cruise Line Holdings's Receivables Turnover, what is the minimum over 2023 to 2025? (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",28.1923,medium,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2022,4843760000.0,326272000.0
2023,8549924000.0,280271000.0
2024,9479651000.0,221412000.0
2025,9827592000.0,291659000.0
","year,Receivables Turnover
2023,28.19230953122862
2024,37.791398153814264
2025,38.30889681934859
"
2619,US,fundamental,"Calculate the average of Amgen's Receivables Turnover from 2018 to 2020. (Use the average of beginning and ending trade receivables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.4216,medium,operational efficiency,Revenue / Average Trade Receivables,"year,Revenue,TradeReceivables
2017,22849000000.0,3237000000.0
2018,45066000000.0,3580000000.0
2019,23362000000.0,4057000000.0
2020,25424000000.0,4525000000.0
","year,Receivables Turnover
2018,13.221651752970516
2019,6.118109205185283
2020,5.924959216965743
"
2620,US,fundamental,"What is the minimum of Payables Turnover for Ametek from 2022 to 2024? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.2806,medium,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2021,3633900000.0,470252000.0
2022,4005261000.0,497134000.0
2023,4212485000.0,516588000.0
2024,4464713000.0,523332000.0
","year,Payables Turnover
2022,8.280584999162691
2023,8.310927453483302
2024,8.58664704977306
"
2621,US,fundamental,"From 2020 to 2024, what is the minimum of Genuine Parts Company's Payables Turnover? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6197,medium,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2019,13076036000.0,4106163000.0
2020,10882592000.0,4128084000.0
2021,12236374000.0,4804939000.0
2022,14355869000.0,5456550000.0
2023,14799938000.0,5499536000.0
2024,14962954000.0,5923684000.0
","year,Payables Turnover
2020,2.6432512894014475
2021,2.739581886221495
2022,2.798008943926169
2023,2.7016834296481425
2024,2.6197436449617535
"
2622,US,fundamental,"What was the minimum of Payables Turnover for Mosaic Company (The) during 2023-2025? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.2731,medium,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2022,13369400000.0,1292500000.0
2023,11485500000.0,1166900000.0
2024,9610900000.0,1156500000.0
2025,10150500000.0,1171900000.0
","year,Payables Turnover
2023,9.340082947060258
2024,8.273134199879488
2025,8.718862738361107
"
2623,US,fundamental,"For Vertex Pharmaceuticals's Payables Turnover, what is the average over 2019 to 2023? (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.9705,medium,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2018,409539000.0,110987000.0
2019,547758000.0,87610000.0
2020,736300000.0,155139000.0
2021,904200000.0,195000000.0
2022,1080300000.0,303900000.0
2023,1262200000.0,364900000.0
","year,Payables Turnover
2019,5.51627668091663
2020,6.066348368067428
2021,5.164805977054827
2022,4.330727600721588
2023,3.7745215311004783
"
2624,US,fundamental,"Calculate the average of Quanta Services's Payables Turnover from 2021 to 2025. (Use the average of beginning and ending trade payables) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.2233,medium,operational efficiency,COGS / Average Trade Payables,"year,CostOfGoodsAndServicesSold,TradePayables
2020,9541825000.0,1509794000.0
2021,11026954000.0,2254671000.0
2022,14544748000.0,2153129000.0
2023,17945120000.0,3061242000.0
2024,20162034000.0,3722343000.0
2025,24204616000.0,4579458000.0
","year,Payables Turnover
2021,5.858444161388139
2022,6.599549888833431
2023,6.882947147412411
2024,5.944359509020673
2025,5.831172296228252
"
2625,US,fundamental,"What is the maximum of Total Asset Turnover for Mosaic Company (The) from 2017 to 2021? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5909,medium,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2016,7162800000.0,16840700000.0
2017,7409400000.0,18633400000.0
2018,10407400000.0,20119200000.0
2019,9858800000.0,19298500000.0
2020,8681700000.0,19789800000.0
2021,12357400000.0,22036400000.0
","year,Total Asset Turnover
2017,0.41773575650967887
2018,0.537120090006864
2019,0.5002219814956225
2020,0.44420964841141725
2021,0.590892789686847
"
2626,US,fundamental,"From 2019 to 2023, what is the maximum of Archer Daniels Midland's Total Asset Turnover? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7523,medium,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2018,64341000000.0,40833000000.0
2019,64656000000.0,43997000000.0
2020,64355000000.0,49719000000.0
2021,85249000000.0,56136000000.0
2022,101556000000.0,59774000000.0
2023,93935000000.0,54631000000.0
","year,Total Asset Turnover
2019,1.5243663798184603
2020,1.3734047547910708
2021,1.6106749799253697
2022,1.7523250798032957
2023,1.6421485074953017
"
2627,US,fundamental,"What was the CAGR of Total Asset Turnover for AT&T during 2017-2021? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-4.6149,medium,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2016,163786000000.0,403821000000.0
2017,160546000000.0,444097000000.0
2018,170756000000.0,531864000000.0
2019,181193000000.0,551669000000.0
2020,171760000000.0,525761000000.0
2021,168864000000.0,551622000000.0
","year,Total Asset Turnover
2017,0.3786828443316453
2018,0.34992381867718075
2019,0.33444851241263535
2020,0.31883277799949883
2021,0.31347069705016695
"
2628,US,fundamental,"For Builders FirstSource's Total Asset Turnover, what is the average over 2023 to 2025? (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5231,medium,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2022,22726418000.0,10595160000.0
2023,17097330000.0,10499452000.0
2024,16400492000.0,10583086000.0
2025,15190638000.0,11237530000.0
","year,Total Asset Turnover
2023,1.6210139347431467
2024,1.5558365885549452
2025,1.3923198135194716
"
2629,US,fundamental,"Calculate the CAGR of Alphabet Inc. (Class A)'s Total Asset Turnover from 2020 to 2024. (Use the average of beginning and ending total assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.578,medium,operational efficiency,Revenue / Average Total Assets,"year,Revenue,Assets
2019,161857000000.0,275909000000.0
2020,182527000000.0,319616000000.0
2021,257637000000.0,359268000000.0
2022,282836000000.0,365264000000.0
2023,307394000000.0,402392000000.0
2024,350018000000.0,450256000000.0
","year,Total Asset Turnover
2020,0.6129952562864699
2021,0.7590015378179483
2022,0.7807412233000061
2023,0.8008639286347009
2024,0.8210140644204877
"
2630,US,fundamental,"What is the maximum of Fixed Asset Turnover for Revvity from 2018 to 2022? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.089,medium,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2017,2256982000.0,298066000.0
2018,2777996000.0,318590000.0
2019,2883673000.0,318223000.0
2020,3782745000.0,368304000.0
2021,5067169000.0,545605000.0
2022,3311822000.0,482950000.0
","year,Fixed Asset Turnover
2018,9.009872603201785
2019,9.056577048521309
2020,11.019945318975074
2021,11.08900120252673
2022,6.4397567461146945
"
2631,US,fundamental,"From 2018 to 2020, what is the average of UnitedHealth Group's Fixed Asset Turnover? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",29.0479,medium,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2017,201159000000.0,7013000000.0
2018,226247000000.0,8458000000.0
2019,242155000000.0,8704000000.0
2020,257141000000.0,8626000000.0
","year,Fixed Asset Turnover
2018,29.247883136190293
2019,28.219904440041955
2020,29.675822273514136
"
2632,US,fundamental,"What was the maximum of Fixed Asset Turnover for Amazon during 2021-2023? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.4369,medium,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2020,386064000000.0,113114000000.0
2021,469822000000.0,160281000000.0
2022,513983000000.0,186715000000.0
2023,574785000000.0,204177000000.0
","year,Fixed Asset Turnover
2021,3.4369465425483274
2022,2.9624721898811512
2023,2.9408890435209725
"
2633,US,fundamental,"For Danaher Corporation's Fixed Asset Turnover, what is the maximum over 2021 to 2025? (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.3531,medium,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2020,22284000000.0,3262000000.0
2021,29453000000.0,3790000000.0
2022,31471000000.0,3956000000.0
2023,23890000000.0,4553000000.0
2024,23875000000.0,4990000000.0
2025,24568000000.0,5531000000.0
","year,Fixed Asset Turnover
2021,8.35309132161089
2022,8.12574231861606
2023,5.615230931954401
2024,5.003667609766321
2025,4.670278490637772
"
2634,US,fundamental,"Calculate the minimum of Jack Henry & Associates's Fixed Asset Turnover from 2022 to 2024. (Use the average of beginning and ending fixed assets) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.3711,medium,operational efficiency,Revenue / Average Net PP&E,"year,Revenue,PlantPropertyEquipmentNet
2021,1758225000.0,252481000.0
2022,1942884000.0,211709000.0
2023,2077702000.0,205664000.0
2024,2215543000.0,215069000.0
","year,Fixed Asset Turnover
2022,8.371072190266917
2023,9.956092032786021
2024,10.531824221061813
"
2635,US,fundamental,"What is the minimum of Working Capital Turnover for Axon Enterprise from 2017 to 2019? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3017,medium,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2016,268245000.0,177231000.0,78039000.0
2017,285859000.0,205192000.0,107950000.0
2018,420068000.0,558155000.0,166011000.0
2019,530860000.0,619091000.0,195566000.0
","year,Working Capital Turnover
2017,2.9104839284441595
2018,1.7167144135712913
2019,1.3016554509243332
"
2636,US,fundamental,"From 2023 to 2025, what is the average of Ametek's Working Capital Turnover? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.4571,medium,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2022,6150530000.0,2528058000.0,1564202000.0
2023,6596950000.0,2824668000.0,2882573000.0
2024,6941180000.0,2603032000.0,2098587000.0
2025,7401116000.0,3019842000.0,2842752000.0
","year,Working Capital Turnover
2023,14.563591187602862
2024,31.088726653827205
2025,21.71896087508345
"
2637,US,fundamental,"What was the average of Working Capital Turnover for Ulta Beauty during 2021-2023? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.3122,medium,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2020,6151953000.0,2514777000.0,1343713000.0
2021,8630889000.0,2281183000.0,1558010000.0
2022,10208580000.0,2709304000.0,1681775000.0
2023,11207303000.0,2836518000.0,1658191000.0
","year,Working Capital Turnover
2021,9.112786837127562
2022,11.662270334985623
2023,10.161409448304875
"
2638,US,fundamental,"For American Tower's Working Capital Turnover, what is the minimum over 2023 to 2025? (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.7238,medium,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2022,10711100000.0,3622300000.0,8311900000.0
2023,11144200000.0,3710000000.0,7249300000.0
2024,10127200000.0,3178800000.0,7075600000.0
2025,10644600000.0,2741800000.0,6913800000.0
","year,Working Capital Turnover
2023,-2.708551568253351
2024,-2.7237933863180968
2025,-2.638459250446163
"
2639,US,fundamental,"Calculate the average of United Airlines Holdings's Working Capital Turnover from 2023 to 2025. (Use the average of beginning and ending net working capital) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-17.3538,medium,operational efficiency,Revenue / Average Net Working Capital,"year,Revenue,CurrentAssetsTotal,CurrentLiabilitiesTotal
2022,44955000000.0,20058000000.0,19992000000.0
2023,53717000000.0,18487000000.0,22203000000.0
2024,57063000000.0,18883000000.0,23314000000.0
2025,59070000000.0,16857000000.0,26133000000.0
","year,Working Capital Turnover
2023,-29.433972602739725
2024,-14.008346630661594
2025,-8.61895381921646
"
2640,US,fundamental,"What is the minimum of Current Ratio for Williams-Sonoma from 2019 to 2023? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0908,medium,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2019,1755635000.0,1609555000.0
2020,2467080000.0,1848000000.0
2021,2323894000.0,1771686000.0
2022,2036080000.0,1636451000.0
2023,2719797000.0,1880315000.0
","year,Current Ratio
2019,1.0907580045416279
2020,1.335
2021,1.3116850277080703
2022,1.2442046844054604
2023,1.4464581732316129
"
2641,US,fundamental,"From 2016 to 2018, what is the minimum of Campbell's Company (The)'s Current Ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6388,medium,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2016,1908000000.0,2555000000.0
2017,1900000000.0,2395000000.0
2018,2296000000.0,3594000000.0
","year,Current Ratio
2016,0.7467710371819961
2017,0.7933194154488518
2018,0.6388425153032833
"
2642,US,fundamental,"What was the maximum of Current Ratio for W. W. Grainger during 2022-2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.8804,medium,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2022,4977000000.0,2010000000.0
2023,5274000000.0,1831000000.0
2024,5737000000.0,2305000000.0
","year,Current Ratio
2022,2.476119402985075
2023,2.8803932277444018
2024,2.488937093275488
"
2643,US,fundamental,"For Builders FirstSource's Current Ratio, what is the maximum over 2017 to 2019? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8786,medium,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2017,1395868000.0,798354000.0
2018,1373751000.0,731259000.0
2019,1306867000.0,821301000.0
","year,Current Ratio
2017,1.7484323996623052
2018,1.8786107247910795
2019,1.591215644447042
"
2644,US,fundamental,"Calculate the minimum of Howmet Aerospace's Current Ratio from 2022 to 2024. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8587,medium,solvency,Current Assets / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal
2022,3143000000.0,1482000000.0
2023,3316000000.0,1784000000.0
2024,3362000000.0,1549000000.0
","year,Current Ratio
2022,2.120782726045884
2023,1.858744394618834
2024,2.170432537120723
"
2645,US,fundamental,"What is the minimum of Quick Ratio for Microchip Technology from 2022 to 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5594,medium,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2022,3069300000.0,3118600000.0,1324900000.0
2023,3013000000.0,2519400000.0,1316000000.0
2024,2991300000.0,1155100000.0,1293500000.0
","year,Quick Ratio
2022,0.5593535560828576
2023,0.6735730729538779
2024,1.4698294519954982
"
2646,US,fundamental,"From 2017 to 2021, what is the average of Hologic's Quick Ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2629,medium,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2017,1478600000.0,1865500000.0,331600000.0
2018,1723200000.0,1402600000.0,384100000.0
2019,1793100000.0,1070100000.0,444900000.0
2020,2222300000.0,1239300000.0,395100000.0
2021,3168700000.0,1326800000.0,501200000.0
","year,Quick Ratio
2017,0.6148485660680783
2018,0.9547269356908599
2019,1.2598822539949537
2020,1.4743806987815702
2021,2.01047633403678
"
2647,US,fundamental,"What was the minimum of Quick Ratio for Skyworks Solutions during 2021-2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6446,medium,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2021,2865400000.0,658500000.0,885000000.0
2022,3229900000.0,1226900000.0,1212100000.0
2023,3179500000.0,955700000.0,1119700000.0
2024,3341000000.0,602700000.0,784800000.0
2025,3077000000.0,1323200000.0,754700000.0
","year,Quick Ratio
2021,3.007441154138193
2022,1.6446328144103024
2023,2.15527885319661
2024,4.241247718599635
2025,1.7550634824667473
"
2648,US,fundamental,"For Valero Energy's Quick Ratio, what is the maximum over 2023 to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1093,medium,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2023,26221000000.0,16802000000.0,7583000000.0
2024,23737000000.0,15495000000.0,7761000000.0
2025,23210000000.0,14109000000.0,7591000000.0
","year,Quick Ratio
2023,1.109272705630282
2024,1.0310422717005485
2025,1.1070238854631795
"
2649,US,fundamental,"Calculate the minimum of Archer Daniels Midland's Quick Ratio from 2016 to 2018. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8554,medium,solvency,(Current Assets - Inventory) / Current Liabilities,"year,CurrentAssetsTotal,CurrentLiabilitiesTotal,Inventories
2016,21045000000.0,13173000000.0,8831000000.0
2017,19925000000.0,12570000000.0,9173000000.0
2018,20588000000.0,11776000000.0,8813000000.0
","year,Quick Ratio
2016,0.9271995748880285
2017,0.8553699284009546
2018,0.9999150815217391
"
2650,US,fundamental,"What is the average of Cash Ratio for LyondellBasell from 2017 to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.334,medium,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2017,1523000000.0,1307000000.0,4777000000.0
2018,332000000.0,892000000.0,5513000000.0
2019,858000000.0,196000000.0,5198000000.0
2020,1763000000.0,702000000.0,5502000000.0
2021,1472000000.0,9000000.0,7230000000.0
","year,Cash Ratio
2017,0.5924220221896588
2018,0.22202067839651732
2019,0.2027702962677953
2020,0.4480189022173755
2021,0.20484094052558782
"
2651,US,fundamental,"From 2017 to 2021, what is the maximum of IQVIA's Cash Ratio? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4173,medium,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2017,959000000.0,46000000.0,2904000000.0
2018,891000000.0,47000000.0,3534000000.0
2019,837000000.0,62000000.0,3945000000.0
2020,1814000000.0,88000000.0,4558000000.0
2021,1366000000.0,111000000.0,5241000000.0
","year,Cash Ratio
2017,0.34607438016528924
2018,0.2654216185625354
2019,0.2278833967046895
2020,0.41728828433523474
2021,0.28181644724289256
"
2652,US,fundamental,"What was the minimum of Cash Ratio for Bristol Myers Squibb during 2016-2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7123,medium,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2016,4237000000.0,2113000000.0,8841000000.0
2017,5421000000.0,1391000000.0,9563000000.0
2018,6911000000.0,1973000000.0,10654000000.0
2019,12346000000.0,3047000000.0,18304000000.0
2020,14546000000.0,1285000000.0,19080000000.0
","year,Cash Ratio
2016,0.718244542472571
2017,0.7123287671232876
2018,0.8338652149427445
2019,0.8409637237762237
2020,0.8297169811320755
"
2653,US,fundamental,"For Lennox International's Cash Ratio, what is the maximum over 2022 to 2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3216,medium,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2022,52600000.0,8500000.0,1595700000.0
2023,60700000.0,8400000.0,1014600000.0
2024,415100000.0,7200000.0,1313300000.0
","year,Cash Ratio
2022,0.038290405464686345
2023,0.0681056574019318
2024,0.32155638467981423
"
2654,US,fundamental,"Calculate the maximum of EPAM Systems's Cash Ratio from 2017 to 2021. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2193,medium,solvency,(Cash + Short-Term Investments) / Current Liabilities,"year,CashAndMarketableSecurities,ShortTermInvestments,CurrentLiabilitiesTotal
2017,582585000.0,0.0,180967000.0
2018,770560000.0,0.0,262829000.0
2019,936552000.0,0.0,386948000.0
2020,1322143000.0,0.0,465950000.0
2021,1446625000.0,0.0,763420000.0
","year,Cash Ratio
2017,3.219288599578929
2018,2.9317921538338614
2019,2.420356223575261
2020,2.8375211932610793
2021,1.894926776872495
"
2655,US,fundamental,"What is the minimum of Liability-to-Asset Ratio for IBM from 2019 to 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",85.6092,medium,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2019,131202000000.0,152186000000.0
2020,135244000000.0,155971000000.0
2021,113005000000.0,132001000000.0
","year,Liability-to-Asset Ratio
2019,86.21160947787575
2020,86.71099114578992
2021,85.60919993030356
"
2656,US,fundamental,"From 2017 to 2021, what is the maximum of DaVita's Liability-to-Asset Ratio? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",86.152,medium,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2017,13050767000.0,18948193000.0
2018,14077213000.0,19110252000.0
2019,13811776000.0,17311394000.0
2020,14091736000.0,16988516000.0
2021,14750508000.0,17121488000.0
","year,Liability-to-Asset Ratio
2017,68.87605060809756
2018,73.66314688053302
2019,79.78430853113274
2020,82.94859892412028
2021,86.15202136636722
"
2657,US,fundamental,"What was the maximum of Liability-to-Asset Ratio for Citigroup during 2022-2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",91.6481,medium,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2022,2214838000000.0,2416676000000.0
2023,2205583000000.0,2411834000000.0
2024,2143579000000.0,2352945000000.0
","year,Liability-to-Asset Ratio
2022,91.6481150141765
2023,91.4483749710801
2024,91.10195945931588
"
2658,US,fundamental,"For Federal Realty Investment Trust's Liability-to-Asset Ratio, what is the maximum over 2016 to 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",59.6436,medium,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2016,3203750000.0,5423279000.0
2017,3743084000.0,6275755000.0
2018,3686106000.0,6289644000.0
","year,Liability-to-Asset Ratio
2016,59.0740398935773
2017,59.64356479817966
2018,58.605956076369345
"
2659,US,fundamental,"Calculate the minimum of EQT Corporation's Liability-to-Asset Ratio from 2016 to 2018. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.6254,medium,solvency,Total Liabilities / Total Assets * 100%,"year,Liabilities,Assets
2016,6353675000.0,15472922000.0
2017,11107991000.0,29522604000.0
2018,9763115000.0,20721344000.0
","year,Liability-to-Asset Ratio
2016,41.06318767715626
2017,37.62537681296677
2018,47.11622470048275
"
2660,US,fundamental,"What is the maximum of Liability-to-Equity Ratio for Howmet Aerospace from 2017 to 2021? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",280.3939,medium,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2017,13794000000.0,4924000000.0
2018,13108000000.0,5585000000.0
2019,12957000000.0,4621000000.0
2020,7866000000.0,3577000000.0
2021,6711000000.0,3508000000.0
","year,Liability-to-Equity Ratio
2017,280.13809910641754
2018,234.70008952551478
2019,280.39385414412465
2020,219.90494828068213
2021,191.30558722919042
"
2661,US,fundamental,"From 2018 to 2022, what is the minimum of Loews Corporation's Liability-to-Equity Ratio? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",266.2022,medium,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2018,56930000000.0,21386000000.0
2019,60313000000.0,21930000000.0
2020,61055000000.0,19181000000.0
2021,62451000000.0,19175000000.0
2022,60016000000.0,15478000000.0
","year,Liability-to-Equity Ratio
2018,266.20218834751705
2019,275.0250797993616
2020,318.3097857254575
2021,325.6897001303781
2022,387.7503553430676
"
2662,US,fundamental,"What was the maximum of Liability-to-Equity Ratio for Amphenol during 2022-2024? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",117.6361,medium,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2022,8232100000.0,7073500000.0
2023,8099900000.0,8395800000.0
2024,11584100000.0,9847400000.0
","year,Liability-to-Equity Ratio
2022,116.37944440517425
2023,96.47561876176184
2024,117.63612730263826
"
2663,US,fundamental,"For Elevance Health's Liability-to-Equity Ratio, what is the minimum over 2021 to 2023? (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",169.7631,medium,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2021,61332000000.0,36128000000.0
2022,66378000000.0,36394000000.0
2023,69523000000.0,39405000000.0
","year,Liability-to-Equity Ratio
2021,169.76306465899026
2022,182.38720668242019
2023,176.43192488262912
"
2664,US,fundamental,"Calculate the minimum of Emcor's Liability-to-Equity Ratio from 2016 to 2018. (Unit: %; Total equity includes minority interest) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",134.7945,medium,solvency,Total Liabilities / Total Equity * 100%,"year,Liabilities,AllEquityBalanceIncludingMinorityInterest
2016,2356228000.0,1537942000.0
2017,2291787000.0,1674117000.0
2018,2347366000.0,1741441000.0
","year,Liability-to-Equity Ratio
2016,153.2065578545875
2017,136.89527076064576
2018,134.79446044970803
"
2665,US,fundamental,"What is the maximum of Net Debt to Equity for Verizon from 2019 to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0776,medium,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2019,10777000000.0,100712000000.0,3261000000.0,18393000000.0,2594000000.0,0.0,62835000000.0
2020,0.0,123173000000.0,3485000000.0,18000000000.0,22171000000.0,0.0,69272000000.0
2021,0.0,143425000000.0,3859000000.0,23203000000.0,2921000000.0,0.0,83200000000.0
","year,Net Debt to Equity
2019,2.0776478077504574
2020,1.768203603187435
2021,2.0140144230769232
"
2666,US,fundamental,"From 2021 to 2023, what is the minimum of American Electric Power's Net Debt to Equity? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.4939,medium,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2021,2614000000.0,31300700000.0,97600000.0,492800000.0,403400000.0,220400000.0,22680200000.0
2022,4112200000.0,33626200000.0,113400000.0,552100000.0,509400000.0,187500000.0,24122400000.0
2023,2830200000.0,37652700000.0,115700000.0,519400000.0,330100000.0,214300000.0,25285900000.0
","year,Net Debt to Equity
2021,1.493871306249504
2022,1.563152920107452
2023,1.6045938645648365
"
2667,US,fundamental,"What was the average of Net Debt to Equity for CVS Health during 2018-2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.103,medium,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2018,720000000.0,71444000000.0,0.0,0.0,4059000000.0,2522000000.0,58543000000.0
2019,0.0,64699000000.0,1596000000.0,18926000000.0,5683000000.0,2373000000.0,64170000000.0
2020,0.0,59207000000.0,1638000000.0,18757000000.0,7854000000.0,3000000000.0,69701000000.0
","year,Net Debt to Equity
2018,1.1202534888885094
2019,1.2025089605734767
2020,0.9863273123771539
"
2668,US,fundamental,"For Marathon Petroleum's Net Debt to Equity, what is the minimum over 2017 to 2019? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.477,medium,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2017,624000000.0,12322000000.0,0.0,0.0,3011000000.0,0.0,20828000000.0
2018,544000000.0,26980000000.0,0.0,0.0,1687000000.0,0.0,44049000000.0
2019,0.0,28127000000.0,604000000.0,1875000000.0,1527000000.0,0.0,42139000000.0
","year,Net Debt to Equity
2017,0.47700211254081043
2018,0.5865513405525664
2019,0.6900733287453428
"
2669,US,fundamental,"Calculate the average of IBM's Net Debt to Equity from 2023 to 2025. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7512,medium,solvency,Net Debt / Total Equity; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,AllEquityBalanceIncludingMinorityInterest
2023,6426000000.0,50121000000.0,820000000.0,2568000000.0,13068000000.0,0.0,22613000000.0
2024,5089000000.0,49884000000.0,768000000.0,2655000000.0,13947000000.0,0.0,27393000000.0
2025,6424000000.0,54836000000.0,800000000.0,2547000000.0,13587000000.0,0.0,32740000000.0
","year,Net Debt to Equity
2023,2.072568876310087
2024,1.6226408206476106
2025,1.5583384239462432
"
2670,US,fundamental,"What is the maximum of Interest Coverage Ratio for CF Industries from 2018 to 2020? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.2574,medium,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2018,547000000.0,241000000.0
2019,772000000.0,237000000.0
2020,463000000.0,179000000.0
","year,Interest Coverage Ratio
2018,3.2697095435684647
2019,4.257383966244726
2020,3.5865921787709496
"
2671,US,fundamental,"From 2016 to 2018, what is the maximum of KLA Corporation's Interest Coverage Ratio? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.7293,medium,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2016,858192000.0,122887000.0
2017,1173246000.0,122476000.0
2018,1455931000.0,114376000.0
","year,Interest Coverage Ratio
2016,7.983586546990325
2017,10.579395146804272
2018,13.729340071343639
"
2672,US,fundamental,"What was the average of Interest Coverage Ratio for Steris during 2018-2022? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.8951,medium,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2018,369470000.0,45015000.0
2019,498681000.0,40279000.0
2020,517533000.0,37180000.0
2021,314503000.0,89593000.0
2022,157348000.0,107989000.0
","year,Interest Coverage Ratio
2018,9.207708541597245
2019,13.380669827950049
2020,14.919661108122646
2021,4.510352371279006
2022,2.4570743316448898
"
2673,US,fundamental,"For MSCI Inc.'s Interest Coverage Ratio, what is the minimum over 2020 to 2024? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.3898,medium,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2020,686225000.0,156324000.0
2021,858136000.0,159614000.0
2022,1043841000.0,171571000.0
2023,1369061000.0,186679000.0
2024,1356168000.0,185500000.0
","year,Interest Coverage Ratio
2020,5.389761009186049
2021,6.37632037289962
2022,7.084017695298156
2023,8.333770804428992
2024,8.31087870619946
"
2674,US,fundamental,"Calculate the average of FedEx's Interest Coverage Ratio from 2016 to 2018. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.2997,medium,solvency,EBIT / Interest Expense = (Pretax Income + Interest Expense) / Interest Expense,"year,PretaxIncomeLoss,InterestExpense
2016,2740000000.0,336000000.0
2017,4579000000.0,512000000.0
2018,4353000000.0,558000000.0
","year,Interest Coverage Ratio
2016,9.154761904761905
2017,9.943359375
2018,8.801075268817204
"
2675,US,fundamental,"What is the average of Net Debt to EBITDA for Dexcom from 2023 to 2025? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5086,medium,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2023,0.0,2434200000.0,21100000.0,80100000.0,566300000.0,0.0,710400000.0,12400000.0,186000000.0
2024,1204400000.0,1237000000.0,22500000.0,65000000.0,606100000.0,0.0,709000000.0,11400000.0,217700000.0
2025,0.0,1240900000.0,21600000.0,73400000.0,917700000.0,0.0,1088400000.0,11400000.0,251800000.0
","year,Net Debt to EBITDA
2023,2.1667033450704225
2024,2.0496748747468287
2025,0.30941106836342114
"
2676,US,fundamental,"From 2018 to 2020, what is the minimum of Starbucks's Net Debt to EBITDA? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.021,medium,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,0.0,9090200000.0,0.0,0.0,8756300000.0,181500000.0,5780000000.0,170300000.0,1305900000.0
2019,0.0,11167000000.0,0.0,0.0,2686600000.0,70500000.0,4466200000.0,331000000.0,1449300000.0
2020,438800000.0,14659600000.0,1248800000.0,7661700000.0,4350900000.0,281200000.0,1164400000.0,437000000.0,1503200000.0
","year,Net Debt to EBITDA
2018,0.021002728700972962
2019,1.3463379492515808
2020,6.241319332603234
"
2677,US,fundamental,"What was the maximum of Net Debt to EBITDA for Synopsys during 2018-2020? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.4316,medium,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,343769000.0,125535000.0,0.0,0.0,723115000.0,0.0,363543000.0,15307000.0,209207000.0
2019,17614000.0,120093000.0,0.0,0.0,728597000.0,0.0,545506000.0,12363000.0,201676000.0
2020,27084000.0,100823000.0,73173000.0,462411000.0,1235653000.0,0.0,638159000.0,5136000.0,209986000.0
","year,Net Debt to EBITDA
2018,-0.43160952084576837
2019,-0.7779525900374566
2020,-0.6705434669235574
"
2678,US,fundamental,"For T-Mobile US's Net Debt to EBITDA, what is the average over 2022 to 2024? ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.9916,medium,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2022,5164000000.0,65301000000.0,3512000000.0,29855000000.0,4507000000.0,0.0,3146000000.0,3364000000.0,13651000000.0
2023,3619000000.0,71399000000.0,3555000000.0,28240000000.0,5135000000.0,0.0,10999000000.0,3335000000.0,12818000000.0
2024,4068000000.0,74197000000.0,3281000000.0,26408000000.0,5409000000.0,0.0,14712000000.0,3411000000.0,12919000000.0
","year,Net Debt to EBITDA
2022,4.926590942909578
2023,3.7447701826753095
2024,3.3034276142001158
"
2679,US,fundamental,"Calculate the maximum of Adobe Inc.'s Net Debt to EBITDA from 2016 to 2020. ( Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2774,medium,solvency,Net Debt / EBITDA; Net Debt = Total Debt (short + long-term debt + operating lease liabilities) - Cash - Short-Term Investments; EBITDA = Pretax Income + Interest Expense + D&A,"year,ShortTermDebt,LongTermDebt,OperatingLeaseCurrentDebtEquivalent,OperatingLeaseNonCurrentDebtEquivalent,CashAndMarketableSecurities,ShortTermInvestments,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2016,0.0,1902068000.0,0.0,0.0,1011315000.0,3749985000.0,1435138000.0,70442000.0,331535000.0
2017,0.0,1881421000.0,0.0,0.0,2306072000.0,3513702000.0,2137641000.0,74402000.0,325997000.0
2018,0.0,4124800000.0,0.0,0.0,1642775000.0,1586187000.0,2793876000.0,89242000.0,346492000.0
2019,3149343000.0,988924000.0,0.0,0.0,2650221000.0,1526755000.0,3204741000.0,157214000.0,736669000.0
2020,0.0,4117000000.0,92000000.0,499000000.0,4478000000.0,1514000000.0,4176000000.0,116000000.0,757000000.0
","year,Net Debt to EBITDA
2016,-1.5563707225731649
2017,-1.55173007517612
2018,0.27738271803716236
2019,-0.009444389141331335
2020,-0.25430778371954843
"
2680,US,fundamental,"What is the average of Revenue Growth for Ventas from 2017 to 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1694,medium,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2016,3443522000.0
2017,3574149000.0
2018,3745810000.0
2019,3872750000.0
2020,3795357000.0
2021,3828007000.0
","year,Revenue Growth
2017,3.793412674581431
2018,4.802849573422932
2019,3.388853145247624
2020,-1.9983990704279906
2021,0.8602616301971067
"
2681,US,fundamental,"From 2019 to 2023, what is the minimum of Trane Technologies's Revenue Growth? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-24.9667,medium,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2018,15668200000.0
2019,16598900000.0
2020,12454700000.0
2021,14136400000.0
2022,15991700000.0
2023,17677600000.0
","year,Revenue Growth
2019,5.940056930598281
2020,-24.96671466181494
2021,13.502533180245207
2022,13.124274921479302
2023,10.542343840867451
"
2682,US,fundamental,"What was the average of Revenue Growth for American International Group during 2017-2019? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.5887,medium,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2016,52367000000.0
2017,49520000000.0
2018,47389000000.0
2019,49746000000.0
","year,Revenue Growth
2017,-5.436629938701854
2018,-4.303311793214863
2019,4.973728080356201
"
2683,US,fundamental,"For Vici Properties's Revenue Growth, what is the maximum over 2020 to 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",72.2809,medium,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2019,894798000.0
2020,1225574000.0
2021,1509568000.0
2022,2600697000.0
2023,3611988000.0
2024,3849205000.0
","year,Revenue Growth
2020,36.966555580142106
2021,23.172325783673607
2022,72.28087770805952
2023,38.88538341836823
2024,6.5674913648661075
"
2684,US,fundamental,"Calculate the maximum of Parker Hannifin's Revenue Growth from 2018 to 2020. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.8962,medium,growth,(Revenue_t - Revenue_{t-1}) / Revenue_{t-1} * 100%,"year,Revenue
2017,12029312000.0
2018,14302392000.0
2019,14320324000.0
2020,13695520000.0
","year,Revenue Growth
2018,18.896176273422785
2019,0.12537762914063605
2020,-4.363057707353549
"
2685,US,fundamental,"What is the maximum of EBITDA Growth for Trimble Inc. from 2021 to 2025? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",292.6652,medium,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2020,395000000.0,71800000.0,39700000.0,65500000.0
2021,574600000.0,61800000.0,41300000.0,50900000.0
2022,569100000.0,73100000.0,40200000.0,46600000.0
2023,357000000.0,133700000.0,38300000.0,103600000.0
2024,2005900000.0,140400000.0,232000000.0,105700000.0
2025,509400000.0,81500000.0,199900000.0,106800000.0
","year,EBITDA Growth
2021,27.37762237762238
2022,0.05489980785067252
2023,-13.223593964334704
2024,292.66519127410686
2025,-63.86473429951691
"
2686,US,fundamental,"From 2019 to 2023, what is the minimum of Coterra's EBITDA Growth? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-51.5249,medium,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,698137000.0,4631000.0,417479000.0
2019,900224000.0,3966000.0,405733000.0
2020,241123000.0,2961000.0,390903000.0
2021,1502000000.0,10000000.0,693000000.0
2022,5169000000.0,40000000.0,1635000000.0
2023,2128000000.0,73000000.0,1641000000.0
","year,EBITDA Growth
2019,16.931623115259402
2020,-51.52486062157852
2021,247.25120356794704
2022,210.38548752834467
2023,-43.86323787258913
"
2687,US,fundamental,"What was the minimum of EBITDA Growth for WEC Energy Group during 2018-2020? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-10.0439,medium,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2017,1588400000.0,415700000.0,798600000.0
2018,1230300000.0,445100000.0,845800000.0
2019,1259700000.0,501500000.0,926300000.0
2020,1429300000.0,493700000.0,975900000.0
","year,EBITDA Growth
2018,-10.043886252542192
2019,6.596065365698873
2020,7.866046511627907
"
2688,US,fundamental,"For AbbVie's EBITDA Growth, what is the maximum over 2020 to 2022? (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",93.9622,medium,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2019,8426000000.0,1794000000.0,464000000.0,1553000000.0
2020,3398000000.0,2619000000.0,666000000.0,5805000000.0
2021,12989000000.0,2712000000.0,803000000.0,7718000000.0
2022,13477000000.0,2546000000.0,778000000.0,7689000000.0
","year,EBITDA Growth
2020,2.051156329165645
2021,93.96220371556694
2022,1.106432169102469
"
2689,US,fundamental,"Calculate the minimum of Tyson Foods's EBITDA Growth from 2019 to 2021. (Unit: %; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.7763,medium,growth,(EBITDA_t - EBITDA_{t-1}) / EBITDA_{t-1} * 100%; EBITDA = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,2745000000.0,350000000.0,723000000.0
2019,2431000000.0,462000000.0,819000000.0
2020,2770000000.0,485000000.0,900000000.0
2021,4041000000.0,428000000.0,934000000.0
","year,EBITDA Growth
2019,-2.776322682032478
2020,11.934267241379311
2021,30.03610108303249
"
2690,US,fundamental,"What is the average of Net Income Growth for Oneok from 2018 to 2020? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",51.9659,medium,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2017,387841000.0
2018,1151703000.0
2019,1278577000.0
2020,612809000.0
","year,Net Income Growth
2018,196.95235934313288
2019,11.016208171724829
2020,-52.071013321841384
"
2691,US,fundamental,"From 2018 to 2022, what is the maximum of Centene Corporation's Net Income Growth? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",46.7778,medium,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2017,828000000.0
2018,900000000.0
2019,1321000000.0
2020,1808000000.0
2021,1347000000.0
2022,1202000000.0
","year,Net Income Growth
2018,8.695652173913043
2019,46.77777777777778
2020,36.86601059803179
2021,-25.497787610619472
2022,-10.764662212323682
"
2692,US,fundamental,"What was the minimum of Net Income Growth for Analog Devices during 2021-2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-50.6642,medium,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2020,1220761000.0
2021,1390422000.0
2022,2748561000.0
2023,3314579000.0
2024,1635273000.0
2025,2267342000.0
","year,Net Income Growth
2021,13.897970200555227
2022,97.67818691016109
2023,20.59324861263767
2024,-50.664232169455005
2025,38.652200580575844
"
2693,US,fundamental,"For Mettler Toledo's Net Income Growth, what is the average over 2022 to 2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.4311,medium,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2021,768985000.0
2022,872502000.0
2023,788778000.0
2024,863140000.0
","year,Net Income Growth
2022,13.461510952749403
2023,-9.595851929279245
2024,9.427494174533265
"
2694,US,fundamental,"Calculate the minimum of Packaging Corporation of America's Net Income Growth from 2019 to 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-33.8024,medium,growth,(Net Income_t - Net Income_{t-1}) / |Net Income_{t-1}| * 100%,"year,NetIncome
2018,738000000.0
2019,696400000.0
2020,461000000.0
2021,841100000.0
","year,Net Income Growth
2019,-5.636856368563685
2020,-33.80241240666283
2021,82.45119305856832
"
2695,US,fundamental,"What is the minimum of EPS Growth for Analog Devices from 2021 to 2023? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.6366,medium,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2020,1220761000.0,368633000.0
2021,1390422000.0,397462000.0
2022,2748561000.0,519226000.0
2023,3314579000.0,502232000.0
","year,EPS Growth
2021,5.6366406070046216
2022,51.32055699384556
2023,24.673756559011387
"
2696,US,fundamental,"From 2018 to 2020, what is the maximum of Adobe Inc.'s EPS Growth? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",80.2149,medium,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2017,1693954000.0,493632000.0
2018,2590774000.0,490564000.0
2019,2951458000.0,486291000.0
2020,5260000000.0,480900000.0
","year,EPS Growth
2018,53.89891153477634
2019,14.922885000357267
2020,80.21485699944112
"
2697,US,fundamental,"What was the average of EPS Growth for Best Buy during 2019-2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.1508,medium,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2018,1464000000.0,276400000.0
2019,1541000000.0,264900000.0
2020,1798000000.0,259600000.0
2021,2454000000.0,246800000.0
","year,EPS Growth
2019,9.829155037368482
2020,19.059572506596773
2021,43.563621023179
"
2698,US,fundamental,"For Lululemon Athletica's EPS Growth, what is the maximum over 2017 to 2019? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",90.6499,medium,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2016,303381000.0,137086000.0
2017,258662000.0,135988000.0
2018,483801000.0,133413000.0
2019,645596000.0,130393000.0
","year,EPS Growth
2017,-14.051802998843888
2018,90.64989347511127
2019,36.533097113764384
"
2699,US,fundamental,"Calculate the minimum of Wells Fargo's EPS Growth from 2017 to 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-81.9862,medium,growth,(EPS_t - EPS_{t-1}) / |EPS_{t-1}| * 100%; EPS = Net Income / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage
2016,21938000000.0,5052800000.0
2017,22183000000.0,4964600000.0
2018,22393000000.0,4799700000.0
2019,19549000000.0,4393100000.0
2020,3301000000.0,4118000000.0
2021,21548000000.0,4061900000.0
","year,EPS Growth
2017,2.9132023713211908
2018,4.414826389466213
2019,-4.620449709724778
2020,-81.98618390604192
2021,561.7874964744868
"
2700,US,fundamental,"What is the maximum of Free Cash Flow for Coca-Cola Company (The) from 2020 to 2022? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11258000000.0,medium,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2020,9844000000.0,1177000000.0
2021,12625000000.0,1367000000.0
2022,11018000000.0,1484000000.0
","year,Free Cash Flow
2020,8667000000.0
2021,11258000000.0
2022,9534000000.0
"
2701,US,fundamental,"From 2019 to 2023, what is the minimum of Linde plc's Free Cash Flow? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2437000000.0,medium,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2019,6119000000.0,3682000000.0
2020,7429000000.0,3400000000.0
2021,9725000000.0,3086000000.0
2022,8864000000.0,3173000000.0
2023,9305000000.0,3787000000.0
","year,Free Cash Flow
2019,2437000000.0
2020,4029000000.0
2021,6639000000.0
2022,5691000000.0
2023,5518000000.0
"
2702,US,fundamental,"What was the maximum of Free Cash Flow for Carnival during 2019-2021? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-164000000.0,medium,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2019,5265000000.0,5429000000.0
2020,-6301000000.0,3620000000.0
2021,-4109000000.0,3607000000.0
","year,Free Cash Flow
2019,-164000000.0
2020,-9921000000.0
2021,-7716000000.0
"
2703,US,fundamental,"For Teledyne Technologies's Free Cash Flow, what is the CAGR over 2019 to 2023? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.3383,medium,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2019,482100000.0,88400000.0
2020,618900000.0,71400000.0
2021,824600000.0,101600000.0
2022,486800000.0,92600000.0
2023,836100000.0,114900000.0
","year,Free Cash Flow
2019,393700000.0
2020,547500000.0
2021,723000000.0
2022,394200000.0
2023,721200000.0
"
2704,US,fundamental,"Calculate the minimum of Cummins's Free Cash Flow from 2016 to 2018. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1404000000.0,medium,cash flow,CFO - Capex,"year,NetCashFromOperatingActivities,CapitalExpenses
2016,1935000000.0,531000000.0
2017,2277000000.0,506000000.0
2018,2378000000.0,709000000.0
","year,Free Cash Flow
2016,1404000000.0
2017,1771000000.0
2018,1669000000.0
"
2705,US,fundamental,"What is the average of Free Cash Flow to Firm for Waters Corporation from 2020 to 2024? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",759623829.7828,medium,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2020,790507000.0,0.0,49070000.0,89343000.0,610914000.0
2021,747274000.0,0.0,44938000.0,113350000.0,806193000.0
2022,611661000.0,0.0,48797000.0,130091000.0,837846000.0
2023,602809000.0,0.0,98861000.0,94009000.0,736243000.0
2024,762123000.0,0.0,89677000.0,117034000.0,754868000.0
","year,Free Cash Flow to Firm
2020,832400767.3224055
2021,785893758.2142241
2022,652881368.3433471
2023,689046689.8306673
2024,837896565.2034528
"
2706,US,fundamental,"From 2019 to 2021, what is the CAGR of Intercontinental Exchange's Free Cash Flow to Firm? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.02,medium,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2019,2659000000.0,153000000.0,285000000.0,521000000.0,2481000000.0
2020,2881000000.0,207000000.0,357000000.0,658000000.0,2766000000.0
2021,3123000000.0,179000000.0,423000000.0,1629000000.0,5698000000.0
","year,Free Cash Flow to Firm
2019,2731151148.7303505
2020,2946073752.711497
2021,3246068620.5686207
"
2707,US,fundamental,"What was the average of Free Cash Flow to Firm for Corteva during 2022-2024? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1203522666.8244,medium,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2022,872000000.0,605000000.0,75000000.0,210000000.0,1426000000.0
2023,1809000000.0,595000000.0,234000000.0,152000000.0,1093000000.0
2024,2296000000.0,597000000.0,244000000.0,412000000.0,1275000000.0
","year,Free Cash Flow to Firm
2022,330955119.21458626
2023,1415458371.454712
2024,1864154509.8039217
"
2708,US,fundamental,"For Apple Inc.'s Free Cash Flow to Firm, what is the average over 2023 to 2025? (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",103445476246.1607,medium,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2023,110543000000.0,10959000000.0,3803000000.0,18679000000.0,113736000000.0
2024,118254000000.0,9447000000.0,0.0,26102000000.0,123485000000.0
2025,111482000000.0,12715000000.0,0.0,43369000000.0,132729000000.0
","year,Free Cash Flow to Firm
2023,102762428738.4821
2024,108807000000.0
2025,98767000000.0
"
2709,US,fundamental,"Calculate the CAGR of C.H. Robinson's Free Cash Flow to Firm from 2019 to 2023. (Unit: $) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.938,medium,cash flow,CFO - Capex + Interest Expense x (1 - effective tax rate),"year,NetCashFromOperatingActivities,CapitalExpenses,InterestExpense,IncomeTaxes,PretaxIncomeLoss
2019,835419000.0,36290000.0,50854000.0,165289000.0,742257000.0
2020,499191000.0,23133000.0,47518000.0,121910000.0,628331000.0
2021,94955000.0,34197000.0,51367000.0,178046000.0,1022291000.0
2022,1650171000.0,61915000.0,71563000.0,226241000.0,1166765000.0
2023,731946000.0,29989000.0,92571000.0,84057000.0,409186000.0
","year,Free Cash Flow to Firm
2019,838658611.269412
2020,514356465.423479
2021,103178732.369746
2022,1645942611.2816205
2023,775511610.0282023
"
2710,US,fundamental,"What is the maximum of Free Cash Flow to Equity for PulteGroup from 2018 to 2022? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1798498000.0,medium,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2017,663077000.0,32051000.0,437804000.0,3006967000.0
2018,1449744000.0,59039000.0,348412000.0,3028066000.0
2019,1077545000.0,58119000.0,326573000.0,2765040000.0
2020,1784342000.0,58354000.0,411821000.0,2752302000.0
2021,1004021000.0,72781000.0,626123000.0,2029043000.0
2022,668466000.0,112661000.0,0.0,2045527000.0
","year,Free Cash Flow to Equity
2018,1322412000.0
2019,734561000.0
2020,1798498000.0
2021,422283000.0
2022,-53834000.0
"
2711,US,fundamental,"From 2020 to 2022, what is the maximum of Arch Capital Group's Free Cash Flow to Equity? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3764571000.0,medium,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2019,2048459000.0,37837000.0,484287000.0,1871626000.0
2020,2886505000.0,39872000.0,155687000.0,2861113000.0
2021,3427555000.0,41394000.0,0.0,2724394000.0
2022,3815227000.0,51672000.0,0.0,2725410000.0
","year,Free Cash Flow to Equity
2020,3507520000.0
2021,3093755000.0
2022,3764571000.0
"
2712,US,fundamental,"What was the CAGR of Free Cash Flow to Equity for NextEra Energy during 2023-2025? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",29.5388,medium,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2022,8262000000.0,6005000000.0,1709000000.0,55256000000.0
2023,11301000000.0,7104000000.0,4650000000.0,61405000000.0
2024,13260000000.0,6835000000.0,1670000000.0,72385000000.0
2025,12485000000.0,7645000000.0,1955000000.0,89556000000.0
","year,Free Cash Flow to Equity
2023,13287000000.0
2024,14425000000.0
2025,22296000000.0
"
2713,US,fundamental,"For Thermo Fisher Scientific's Free Cash Flow to Equity, what is the CAGR over 2020 to 2024? (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-23.8813,medium,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2019,4973000000.0,926000000.0,676000000.0,17076000000.0
2020,8289000000.0,1474000000.0,2628000000.0,19107000000.0
2021,9312000000.0,2523000000.0,2537000000.0,32333000000.0
2022,9154000000.0,2243000000.0,5579000000.0,28909000000.0
2023,8406000000.0,1479000000.0,3609000000.0,31308000000.0
2024,8667000000.0,1400000000.0,2214000000.0,29061000000.0
","year,Free Cash Flow to Equity
2020,10798000000.0
2021,19924000000.0
2022,6529000000.0
2023,7356000000.0
2024,3625000000.0
"
2714,US,fundamental,"Calculate the maximum of Baker Hughes's Free Cash Flow to Equity from 2022 to 2024. (Unit: $; Net Borrowing is approximated as the year-over-year change in (short-term debt + long-term debt)) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2057000000.0,medium,cash flow,CFO - Capex + Net Borrowing; Net Borrowing = delta(Short-Term Debt + Long-Term Debt),"year,NetCashFromOperatingActivities,CapitalExpenses,ShortTermDebt,LongTermDebt
2021,2374000000.0,856000000.0,40000000.0,6687000000.0
2022,1888000000.0,989000000.0,677000000.0,5980000000.0
2023,3062000000.0,1224000000.0,148000000.0,5872000000.0
2024,3332000000.0,1278000000.0,53000000.0,5970000000.0
","year,Free Cash Flow to Equity
2022,829000000.0
2023,1201000000.0
2024,2057000000.0
"
2715,US,fundamental,"What is the average of Operating Cash Flow Margin for Paccar from 2016 to 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.0623,medium,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2016,2300800000.0,15846600000.0
2017,2715800000.0,18187500000.0
2018,2992300000.0,23495700000.0
","year,Operating Cash Flow Margin
2016,14.519202857395278
2017,14.932233676975946
2018,12.735521818886008
"
2716,US,fundamental,"From 2021 to 2023, what is the maximum of Workday's Operating Cash Flow Margin? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.1224,medium,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2021,1650704000.0,5138798000.0
2022,1657195000.0,6215818000.0
2023,2149000000.0,7259000000.0
","year,Operating Cash Flow Margin
2021,32.12237569953129
2022,26.66093183552028
2023,29.604628736740597
"
2717,US,fundamental,"What was the minimum of Operating Cash Flow Margin for Omnicom Group during 2022-2024? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.484,medium,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2022,926500000.0,14289100000.0
2023,1421900000.0,14692200000.0
2024,1733500000.0,15689100000.0
","year,Operating Cash Flow Margin
2022,6.483963300697734
2023,9.677924340806685
2024,11.04907228585451
"
2718,US,fundamental,"For Advanced Micro Devices's Operating Cash Flow Margin, what is the average over 2019 to 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.2398,medium,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2019,493000000.0,6731000000.0
2020,1071000000.0,9763000000.0
2021,3521000000.0,16434000000.0
","year,Operating Cash Flow Margin
2019,7.324320309017976
2020,10.969988732971423
2021,21.42509431666058
"
2719,US,fundamental,"Calculate the average of D. R. Horton's Operating Cash Flow Margin from 2018 to 2020. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.1543,medium,cash flow,CFO / Revenue * 100%,"year,NetCashFromOperatingActivities,Revenue
2018,545200000.0,16068000000.0
2019,892100000.0,17592900000.0
2020,1421600000.0,20311100000.0
","year,Operating Cash Flow Margin
2018,3.3930794124968884
2019,5.070795605045217
2020,6.999128555321967
"
2720,US,fundamental,"What is the average of Capex Intensity for Southwest Airlines from 2016 to 2018? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.5854,medium,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2016,2038000000.0,20425000000.0
2017,2123000000.0,21171000000.0
2018,1922000000.0,21965000000.0
","year,Capex Intensity
2016,9.97796817625459
2017,10.027868310424637
2018,8.750284543592079
"
2721,US,fundamental,"From 2019 to 2021, what is the minimum of Dover Corporation's Capex Intensity? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1685,medium,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2019,186804000.0,7136397000.0
2020,165692000.0,6683760000.0
2021,171465000.0,7907081000.0
","year,Capex Intensity
2019,2.6176234309834503
2020,2.479023783020336
2021,2.1684993488747617
"
2722,US,fundamental,"What was the maximum of Capex Intensity for Trade Desk (The) during 2021-2025? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.8022,medium,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2021,54804000.0,1196467000.0
2022,84160000.0,1577795000.0
2023,46790000.0,1946120000.0
2024,98238000.0,2444831000.0
2025,197011000.0,2896284000.0
","year,Capex Intensity
2021,4.580485713354401
2022,5.334026283515919
2023,2.404271062421639
2024,4.018191850479645
2025,6.802198955627279
"
2723,US,fundamental,"For Electronic Arts's Capex Intensity, what is the minimum over 2019 to 2021? (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.2029,medium,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2019,140000000.0,5537000000.0
2020,124000000.0,5629000000.0
2021,188000000.0,6991000000.0
","year,Capex Intensity
2019,2.5284450063211126
2020,2.2028779534553204
2021,2.6891717923043914
"
2724,US,fundamental,"Calculate the minimum of LyondellBasell's Capex Intensity from 2019 to 2021. (Unit: %) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.2427,medium,cash flow,Capex / Revenue * 100%,"year,CapitalExpenses,Revenue
2019,2694000000.0,34727000000.0
2020,1947000000.0,27753000000.0
2021,1959000000.0,46173000000.0
","year,Capex Intensity
2019,7.757652547009532
2020,7.015457788347206
2021,4.24273926320577
"
2725,US,fundamental,"What is the average of Cash Flow to Net Income for CMS Energy from 2021 to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8838,medium,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2021,1819000000.0,1353000000.0
2022,855000000.0,837000000.0
2023,2309000000.0,887000000.0
2024,2370000000.0,1003000000.0
2025,2235000000.0,1071000000.0
","year,Cash Flow to Net Income
2021,1.344419807834442
2022,1.021505376344086
2023,2.6031567080045095
2024,2.362911266201396
2025,2.0868347338935576
"
2726,US,fundamental,"From 2019 to 2023, what is the average of Arthur J. Gallagher & Co.'s Cash Flow to Net Income? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9392,medium,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2019,1119200000.0,668800000.0
2020,1752500000.0,818800000.0
2021,1704100000.0,906800000.0
2022,2125400000.0,1114200000.0
2023,2031700000.0,969500000.0
","year,Cash Flow to Net Income
2019,1.673444976076555
2020,2.1403273082559844
2021,1.879245699161888
2022,1.9075569915634536
2023,2.0956162970603405
"
2727,US,fundamental,"What was the minimum of Cash Flow to Net Income for A. O. Smith during 2021-2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0903,medium,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2021,641100000.0,487100000.0
2022,391400000.0,235700000.0
2023,670300000.0,556600000.0
2024,581800000.0,533600000.0
2025,616800000.0,546200000.0
","year,Cash Flow to Net Income
2021,1.3161568466433997
2022,1.6605854900296988
2023,1.2042759611929572
2024,1.0903298350824588
2025,1.1292566825338703
"
2728,US,fundamental,"For Elevance Health's Cash Flow to Net Income, what is the maximum over 2017 to 2019? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2609,medium,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2017,4184800000.0,3842800000.0
2018,3827000000.0,3750000000.0
2019,6061000000.0,4807000000.0
","year,Cash Flow to Net Income
2017,1.0889976059123556
2018,1.0205333333333333
2019,1.2608695652173914
"
2729,US,fundamental,"Calculate the maximum of Extra Space Storage's Cash Flow to Net Income from 2021 to 2023. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7461,medium,cash flow,CFO / Net Income,"year,NetCashFromOperatingActivities,NetIncome
2021,952436000.0,827649000.0
2022,1238139000.0,860688000.0
2023,1402474000.0,803198000.0
","year,Cash Flow to Net Income
2021,1.150772851776538
2022,1.4385456750878367
2023,1.7461124156185648
"
2730,US,fundamental,"What is the maximum of Cash Flow to Debt for Huntington Bancshares from 2017 to 2019? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1622,medium,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2017,1954000000.0,5056000000.0,9206000000.0
2018,1726000000.0,2017000000.0,8625000000.0
2019,1574000000.0,2606000000.0,9849000000.0
","year,Cash Flow to Debt
2017,0.13700743233768056
2018,0.16218755872956211
2019,0.12637494981934966
"
2731,US,fundamental,"From 2021 to 2023, what is the average of Starbucks's Cash Flow to Debt? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4043,medium,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2021,5989100000.0,0.0,13616900000.0
2022,4397300000.0,175000000.0,13119900000.0
2023,6008700000.0,33500000.0,13547600000.0
","year,Cash Flow to Debt
2021,0.4398284484721192
2022,0.33075088943880737
2023,0.44243102546921825
"
2732,US,fundamental,"What was the maximum of Cash Flow to Debt for BXP during 2020-2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1253,medium,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2020,1156840000.0,0.0,9639287000.0
2021,1133227000.0,145000000.0,9483695000.0
2022,1282399000.0,0.0,10237968000.0
","year,Cash Flow to Debt
2020,0.12001302585969273
2021,0.11769268836534962
2022,0.1252591334530446
"
2733,US,fundamental,"For Vistra Corp.'s Cash Flow to Debt, what is the minimum over 2021 to 2023? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0197,medium,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2021,-206000000.0,0.0,10477000000.0
2022,485000000.0,650000000.0,11933000000.0
2023,5453000000.0,0.0,12116000000.0
","year,Cash Flow to Debt
2021,-0.01966211701823041
2022,0.03854406739251371
2023,0.45006602839220866
"
2734,US,fundamental,"Calculate the maximum of Corpay's Cash Flow to Debt from 2018 to 2022. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3848,medium,cash flow,CFO / Total Debt; Total Debt = Short-Term Debt + Long-Term Debt,"year,NetCashFromOperatingActivities,ShortTermDebt,LongTermDebt
2018,903382000.0,886000000.0,2748431000.0
2019,1162071000.0,970973000.0,3289947000.0
2020,1472589000.0,700000000.0,3126926000.0
2021,1197063000.0,1118000000.0,4460039000.0
2022,754797000.0,1287000000.0,4722838000.0
","year,Cash Flow to Debt
2018,0.24856215457110067
2019,0.2727277207739174
2020,0.38479683171297274
2021,0.21460283802246632
2022,0.12559356841232658
"
2735,US,fundamental,"What is the minimum of Earnings Per Share Basic for Bank of America from 2018 to 2020? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8819,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2018,28147000000.0,10096500000.0,1451000000.0
2019,27430000000.0,9390500000.0,1432000000.0
2020,17894000000.0,8753200000.0,1421000000.0
","year,Earnings Per Share Basic
2018,2.644084583766652
2019,2.7685426761088334
2020,1.8819403189690627
"
2736,US,fundamental,"From 2016 to 2018, what is the minimum of Goldman Sachs's Earnings Per Share Basic? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.1758,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2016,7398000000.0,427400000.0,311000000.0
2017,4286000000.0,401600000.0,601000000.0
2018,10459000000.0,385400000.0,599000000.0
","year,Earnings Per Share Basic
2016,16.58165652784277
2017,9.175796812749004
2018,25.58380902957966
"
2737,US,fundamental,"What was the minimum of Earnings Per Share Basic for Ameren during 2020-2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2753,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2020,815000000.0,247000000.0,6000000.0
2021,943000000.0,256300000.0,5000000.0
2022,1075000000.0,258400000.0,5000000.0
2023,1152000000.0,262800000.0,5000000.0
2024,1184000000.0,266800000.0,5000000.0
","year,Earnings Per Share Basic
2020,3.2753036437246963
2021,3.6597737026921577
2022,4.140866873065016
2023,4.364535768645358
2024,4.41904047976012
"
2738,US,fundamental,"For Williams Companies's Earnings Per Share Basic, what is the maximum over 2023 to 2025? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.608,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2023,3179000000.0,1217784000.0,3000000.0
2024,2225000000.0,1219184000.0,3000000.0
2025,2618000000.0,1221000000.0,3000000.0
","year,Earnings Per Share Basic
2023,2.6080158714517516
2024,1.822530479402617
2025,2.1416871416871417
"
2739,US,fundamental,"Calculate the minimum of Huntington Bancshares's Earnings Per Share Basic from 2018 to 2022. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7049,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Basic Shares,"year,NetIncome,SharesAverage,PreferredDividendExpense
2018,1393000000.0,1081542000.0,70000000.0
2019,1411000000.0,1038840000.0,74000000.0
2020,817000000.0,1017117000.0,100000000.0
2021,1295000000.0,1262435000.0,131000000.0
2022,2238000000.0,1441279000.0,113000000.0
","year,Earnings Per Share Basic
2018,1.22325346588482
2019,1.2870124369489044
2020,0.7049336507009518
2021,0.9220276687512624
2022,1.474384903963771
"
2740,US,fundamental,"What is the average of Earnings Per Share Diluted for Prologis from 2017 to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.7897,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2017,1652325000.0,552300000.0,6499000.0
2018,1649361000.0,590239000.0,5935000.0
2019,1572959000.0,654903000.0,6009000.0
2020,1481814000.0,754414000.0,6345000.0
2021,2939723000.0,764762000.0,6152000.0
","year,Earnings Per Share Diluted
2017,2.9799493029150823
2018,2.7843399029884504
2019,2.39264440688163
2020,1.9557815735126867
2021,3.8359267327613034
"
2741,US,fundamental,"From 2023 to 2025, what is the minimum of Fifth Third Bancorp's Earnings Per Share Diluted? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1355,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2023,2349000000.0,687678291.0,137000000.0
2024,2314000000.0,687300837.0,159000000.0
2025,2522000000.0,672502856.0,146000000.0
","year,Earnings Per Share Diluted
2023,3.216620371690634
2024,3.1354537692786195
2025,3.533070497473099
"
2742,US,fundamental,"What was the minimum of Earnings Per Share Diluted for Wells Fargo during 2017-2019? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0534,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2017,22183000000.0,5017300000.0,1629000000.0
2018,22393000000.0,4838400000.0,1704000000.0
2019,19549000000.0,4425400000.0,1611000000.0
","year,Earnings Per Share Diluted
2017,4.096625675163933
2018,4.276000330687831
2019,4.053418899986442
"
2743,US,fundamental,"For Alliant Energy's Earnings Per Share Diluted, what is the minimum over 2019 to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3314,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2019,567400000.0,239000000.0,10200000.0
2020,624000000.0,248700000.0,10000000.0
2021,674000000.0,250700000.0,15000000.0
","year,Earnings Per Share Diluted
2019,2.3313807531380752
2020,2.4688379573783674
2021,2.628639808536099
"
2744,US,fundamental,"Calculate the maximum of Ameren's Earnings Per Share Diluted from 2021 to 2023. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.3546,medium,per share,(Net Income - Preferred Dividends) / Weighted-Average Diluted Shares,"year,NetIncome,SharesFullyDilutedAverage,PreferredDividendExpense
2021,943000000.0,257600000.0,5000000.0
2022,1075000000.0,259500000.0,5000000.0
2023,1152000000.0,263400000.0,5000000.0
","year,Earnings Per Share Diluted
2021,3.641304347826087
2022,4.1233140655105975
2023,4.35459377372817
"
2745,US,fundamental,"What is the maximum of Operating Cash Flow Per Share for Johnson & Johnson from 2017 to 2021? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.9395,medium,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2017,21056000000.0,2692000000.0
2018,22201000000.0,2681500000.0
2019,23416000000.0,2645100000.0
2020,23536000000.0,2632800000.0
2021,23410000000.0,2632100000.0
","year,Operating Cash Flow Per Share
2017,7.8216939078751855
2018,8.279321275405557
2019,8.852595365014555
2020,8.939532057125493
2021,8.894038980281904
"
2746,US,fundamental,"From 2016 to 2020, what is the average of Amgen's Operating Cash Flow Per Share? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.8517,medium,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2016,10354000000.0,748000000.0
2017,11177000000.0,731000000.0
2018,11296000000.0,661000000.0
2019,9150000000.0,605000000.0
2020,10497000000.0,586000000.0
","year,Operating Cash Flow Per Share
2016,13.842245989304812
2017,15.290013679890562
2018,17.089258698941
2019,15.12396694214876
2020,17.91296928327645
"
2747,US,fundamental,"What was the maximum of Operating Cash Flow Per Share for Archer Daniels Midland during 2020-2024? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.6933,medium,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2020,-2386000000.0,561000000.0
2021,6595000000.0,564000000.0
2022,3478000000.0,562000000.0
2023,4460000000.0,541000000.0
2024,2790000000.0,492000000.0
","year,Operating Cash Flow Per Share
2020,-4.253119429590018
2021,11.693262411347519
2022,6.1886120996441285
2023,8.243992606284658
2024,5.670731707317073
"
2748,US,fundamental,"For Interactive Brokers's Operating Cash Flow Per Share, what is the maximum over 2020 to 2022? According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.9266,medium,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2020,8068000000.0,79939289.0
2021,5896000000.0,94167572.0
2022,3968000000.0,100460016.0
","year,Operating Cash Flow Per Share
2020,100.92659192903254
2021,62.61178742083315
2022,39.49830149340211
"
2749,US,fundamental,"Calculate the CAGR of Arista Networks's Operating Cash Flow Per Share from 2021 to 2025. According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1932,medium,per share,CFO / Weighted-Average Basic Shares,"year,NetCashFromOperatingActivities,SharesAverage
2021,1015856000.0,306512000.0
2022,492813000.0,306473000.0
2023,2034014000.0,309354000.0
2024,3708235000.0,1256303000.0
2025,4371900000.0,1258000000.0
","year,Operating Cash Flow Per Share
2021,3.3142454455290493
2022,1.6080144090996598
2023,6.5750370126133815
2024,2.951704326106043
2025,3.4752782193958667
"
2750,US,fundamental,"What is the minimum of Equity Multiplier for Dominion Energy from 2018 to 2022? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.437,medium,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2017,76585000000.0,17142000000.0
2018,77914000000.0,20107000000.0
2019,103823000000.0,31994000000.0
2020,95905000000.0,26117000000.0
2021,99590000000.0,27308000000.0
2022,104243000000.0,27881000000.0
","year,Equity Multiplier
2018,4.147735509678112
2019,3.4881672136811193
2020,3.4370084837638313
2021,3.6592419279363595
2022,3.6933628078059035
"
2751,US,fundamental,"From 2021 to 2025, what is the average of Eversource Energy's Equity Multiplier? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6495,medium,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2020,46099598000.0,14063566000.0
2021,48492144000.0,14599844000.0
2022,53230900000.0,15473158000.0
2023,55612245000.0,14173892000.0
2024,59594529000.0,15039387000.0
2025,63786711000.0,16197271000.0
","year,Equity Multiplier
2021,3.3000868354463058
2022,3.3825370676329554
2023,3.6712976501877925
2024,3.9436440531033847
2025,3.9498860601540664
"
2752,US,fundamental,"What was the CAGR of Equity Multiplier for Church & Dwight during 2023-2025? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.873,medium,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2022,8345600000.0,3489900000.0
2023,8569200000.0,3855400000.0
2024,8883100000.0,4360800000.0
2025,8912400000.0,4002200000.0
","year,Equity Multiplier
2023,2.3028058758662002
2024,2.1241328107884425
2025,2.1278847303599187
"
2753,US,fundamental,"For Intel's Equity Multiplier, what is the minimum over 2023 to 2025? (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8051,medium,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2022,182103000000.0,101423000000.0
2023,191572000000.0,105590000000.0
2024,196485000000.0,99270000000.0
2025,211429000000.0,114281000000.0
","year,Equity Multiplier
2023,1.8050798742107983
2024,1.894254612906375
2025,1.910147927193036
"
2754,US,fundamental,"Calculate the CAGR of Gartner's Equity Multiplier from 2018 to 2020. (Use the average of beginning and ending values) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.5182,medium,solvency,Average Total Assets / Average Stockholders Equity,"year,Assets,AllEquityBalance
2017,7283173000.0,983465000.0
2018,6201474000.0,850757000.0
2019,7151294000.0,938593000.0
2020,7315967000.0,1090428000.0
","year,Equity Multiplier
2018,7.351698431269497
2019,7.462356721714589
2020,7.130168194414942
"
2755,US,fundamental,"What is the CAGR of EBITDA for Lennar from 2018 to 2020? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.5634,medium,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2018,2262684000.0,128877000.0,91181000.0
2019,2434292000.0,49870000.0,92200000.0
2020,3123788000.0,97336000.0,94553000.0
","year,EBITDA
2018,2482742000.0
2019,2576362000.0
2020,3315677000.0
"
2756,US,fundamental,"From 2019 to 2021, what is the average of Huntington Bancshares's EBITDA? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2335666666.6667,medium,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2019,1659000000.0,988000000.0,386000000.0,49000000.0
2020,972000000.0,423000000.0,367000000.0,41000000.0
2021,1591000000.0,89000000.0,391000000.0,51000000.0
","year,EBITDA
2019,3082000000.0
2020,1803000000.0
2021,2122000000.0
"
2757,US,fundamental,"What was the average of EBITDA for Rockwell Automation during 2018-2022? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1475680000.0,medium,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,DepreciationExpense,AmortizationOfIntangibles
2018,1330800000.0,73000000.0,136400000.0,28200000.0
2019,901000000.0,98200000.0,126200000.0,26000000.0
2020,1136100000.0,103500000.0,122500000.0,50200000.0
2021,1526200000.0,94600000.0,123900000.0,65900000.0
2022,1073600000.0,123200000.0,126600000.0,112300000.0
","year,EBITDA
2018,1568400000.0
2019,1151400000.0
2020,1412300000.0
2021,1810600000.0
2022,1435700000.0
"
2758,US,fundamental,"For Palantir Technologies's EBITDA, what is the CAGR over 2023 to 2025? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",147.9136,medium,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2023,237091000.0,3470000.0,33354000.0
2024,489173000.0,0.0,31587000.0
2025,1657368000.0,0.0,26145000.0
","year,EBITDA
2023,273915000.0
2024,520760000.0
2025,1683513000.0
"
2759,US,fundamental,"Calculate the maximum of United Parcel Service's EBITDA from 2017 to 2021. (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20242000000.0,medium,valuation,EBITDA = EBIT + D&A = Pretax Income + Interest Expense + D&A,"year,PretaxIncomeLoss,InterestExpense,Depreciation & Amortization
2017,7148000000.0,453000000.0,2282000000.0
2018,6019000000.0,605000000.0,2207000000.0
2019,5652000000.0,653000000.0,2360000000.0
2020,1844000000.0,701000000.0,2698000000.0
2021,16595000000.0,694000000.0,2953000000.0
","year,EBITDA
2017,9883000000.0
2018,8831000000.0
2019,8665000000.0
2020,5243000000.0
2021,20242000000.0
"
2760,US,fundamental,"What is the CAGR of NOPAT for Intuit from 2020 to 2024? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.2402,medium,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2020,2198000000.0,14000000.0,372000000.0
2021,2556000000.0,30000000.0,494000000.0
2022,2542000000.0,67000000.0,476000000.0
2023,2989000000.0,272000000.0,605000000.0
2024,3550000000.0,200000000.0,587000000.0
","year,NOPAT
2020,1837630573.2484076
2021,2086201877.9342723
2022,2120453973.24941
2023,2600944797.5911674
2024,3129929577.464789
"
2761,US,fundamental,"From 2023 to 2025, what is the minimum of United Rentals's NOPAT? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2903364683.8991,medium,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2023,3211000000.0,635000000.0,787000000.0
2024,3388000000.0,691000000.0,813000000.0
2025,3338000000.0,716000000.0,844000000.0
","year,NOPAT
2023,2903364683.899097
2024,3100184474.616293
2025,3028962252.8460155
"
2762,US,fundamental,"What was the average of NOPAT for Honeywell during 2016-2018? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4679500493.8298,medium,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2016,6447000000.0,338000000.0,1601000000.0
2017,6902000000.0,316000000.0,5204000000.0
2018,7487000000.0,367000000.0,659000000.0
","year,NOPAT
2016,5100063595.470762
2017,1775740944.6537237
2018,7162696941.365033
"
2763,US,fundamental,"For American Express's NOPAT, what is the maximum over 2019 to 2023? (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13829486159.9924,medium,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2019,8429000000.0,3464000000.0,1670000000.0
2020,4296000000.0,2098000000.0,1161000000.0
2021,10689000000.0,1283000000.0,2629000000.0
2022,9585000000.0,2763000000.0,2071000000.0
2023,10513000000.0,6849000000.0,2139000000.0
","year,NOPAT
2019,9536693202.040575
2020,4666012569.832402
2021,9027441294.789036
2022,9680007511.73709
2023,13829486159.99239
"
2764,US,fundamental,"Calculate the maximum of Cboe Global Markets's NOPAT from 2019 to 2021. (Unit: $; Use the sum of Pretax Income and Interest Expense as EBIT) According to US GAAP, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",558454966.2743,medium,valuation,NOPAT = EBIT x (1 - effective tax rate); EBIT = Pretax Income + Interest Expense; effective tax rate = Income Taxes / Pretax Income,"year,PretaxIncomeLoss,InterestExpense,IncomeTaxes
2019,501400000.0,32700000.0,130600000.0
2020,660400000.0,29200000.0,192200000.0
2021,756100000.0,42100000.0,227100000.0
","year,NOPAT
2019,394982608.6956522
2020,488901756.5112053
2021,558454966.2743024
"
2765,US,macro,"What is the Incremental Capital Output Ratio of the US in 2021? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1608,easy,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2020,3618.559,20284.5
2021,3944.358,21532.407
",
2766,US,macro,"In 2018, what was the US Incremental Capital Output Ratio? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.3048,easy,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2017,3467.664,19612.102
2018,3668.081,20193.896
",
2767,US,macro,"What was the Incremental Capital Output Ratio reported in the US in 2022? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.6996,easy,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2021,3944.358,21532.407
2022,4184.911,22075.931
",
2768,US,macro,"For Incremental Capital Output Ratio, what is the US value in 2023? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.5137,easy,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2022,4184.911,22075.931
2023,4219.497,22723.719
",
2769,US,macro,"Calculate the US Incremental Capital Output Ratio for 2024. (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.8479,easy,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2023,4219.497,22723.719
2024,4346.493,23358.435
",
2770,US,macro,"What is the Total Factor Productivity Growth of the US in 2025? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.0769,easy,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2024,29298.013,2.8,157693.16666666666,15027.059
2025,30762.099,2.1,158456.83333333334,15745.135
",
2771,US,macro,"In 2024, what was the US Total Factor Productivity Growth? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.7233,easy,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2023,27811.517,2.9,155867.58333333334,14207.393
2024,29298.013,2.8,157693.16666666666,15027.059
",
2772,US,macro,"What was the Total Factor Productivity Growth reported in the US in 2019? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.9238,easy,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2018,20656.516,3.0,148908.75,10957.404
2019,21539.982,2.6,150904.66666666666,11446.611
",
2773,US,macro,"For Total Factor Productivity Growth, what is the US value in 2022? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.6035,easy,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2021,23725.645,6.2,146284.83333333334,12558.374
2022,26054.614,2.5,152520.25,13443.377
",
2774,US,macro,"Calculate the US Total Factor Productivity Growth for 2018. (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6503,easy,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2017,19612.102,2.5,146606.41666666666,10424.372
2018,20656.516,3.0,148908.75,10957.404
",
2775,US,macro,"What is the Trade Openness of the US in 2024? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.016,easy,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2024,3215.368,4113.828,29298.013
",
2776,US,macro,"In 2022, what was the US Trade Openness? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.9079,easy,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2022,3036.43,3974.319,26054.614
",
2777,US,macro,"What was the Trade Openness reported in the US in 2018? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.4454,easy,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2018,2538.089,3131.166,20656.516
",
2778,US,macro,"For Trade Openness, what is the US value in 2016? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.4526,easy,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2016,2235.558,2738.83,18804.913
",
2779,US,macro,"Calculate the US Trade Openness for 2025. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.5946,easy,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2025,3319.66,4246.147,30762.099
",
2780,US,macro,"What is the Federal Debt to GDP of the US in 2025? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",98.0661,easy,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2025,30167.2,30762.099
",
2781,US,macro,"In 2019, what was the US Federal Debt to GDP? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",77.9977,easy,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2019,16800.7,21539.982
",
2782,US,macro,"What was the Federal Debt to GDP reported in the US in 2016? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",75.3399,easy,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2016,14167.6,18804.913
",
2783,US,macro,"For Federal Debt to GDP, what is the US value in 2024? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",96.2314,easy,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2024,28193.9,29298.013
",
2784,US,macro,"Calculate the US Federal Debt to GDP for 2023. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",94.3336,easy,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2023,26235.6,27811.517
",
2785,US,macro,"What is the Fiscal Deficit Ratio of the US in 2020? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.4824,easy,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2020,6516.817,3421.164,21375.281
",
2786,US,macro,"In 2025, what was the US Fiscal Deficit Ratio? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.7691,easy,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2025,7011.1050000000005,5236.421,30762.099
",
2787,US,macro,"What was the Fiscal Deficit Ratio reported in the US in 2024? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.1962,easy,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2024,6735.261,4919.884,29298.013
",
2788,US,macro,"For Fiscal Deficit Ratio, what is the US value in 2023? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0675,easy,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2023,6128.415,4440.948,27811.517
",
2789,US,macro,"Calculate the US Fiscal Deficit Ratio for 2019. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.5663,easy,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2019,4446.952,3463.364,21539.982
",
2790,US,macro,"What is the Federal Tax Burden of the US in 2024? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.6454,easy,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2024,3118.885,29298.013
",
2791,US,macro,"In 2021, what was the US Federal Tax Burden? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.275,easy,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2021,2675.072,23725.645
",
2792,US,macro,"What was the Federal Tax Burden reported in the US in 2018? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.8199,easy,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2018,2028.439,20656.516
",
2793,US,macro,"For Federal Tax Burden, what is the US value in 2020? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.0547,easy,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2020,2149.223,21375.281
",
2794,US,macro,"Calculate the US Federal Tax Burden for 2017. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.1968,easy,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2017,1999.804,19612.102
",
2795,US,macro,"What is the Macro Real Rate of the US in 2021? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.15,easy,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2021,1.45,4.6
",
2796,US,macro,"In 2020, what was the US Macro Real Rate? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.41,easy,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2020,0.89,1.3
",
2797,US,macro,"What was the Macro Real Rate reported in the US in 2024? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.71,easy,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2024,4.21,2.5
",
2798,US,macro,"For Macro Real Rate, what is the US value in 2019? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.44,easy,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2019,2.14,1.7
",
2799,US,macro,"Calculate the US Macro Real Rate for 2017. (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.53,easy,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2017,2.33,1.8
",
2800,US,macro,"What is the Household Real Rate of the US in 2020? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8781,easy,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2020,3.111698113207547,1.23358439630629
",
2801,US,macro,"In 2016, what was the US Household Real Rate? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3925,easy,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2016,3.6540384615384616,1.26158320570536
",
2802,US,macro,"What was the Household Real Rate reported in the US in 2021? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.7402,easy,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2021,2.957692307692308,4.69785886363742
",
2803,US,macro,"For Household Real Rate, what is the US value in 2019? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1236,easy,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2019,3.935769230769231,1.81221007526021
",
2804,US,macro,"Calculate the US Household Real Rate for 2024. (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7716,easy,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2024,6.721153846153846,2.94952520485207
",
2805,US,macro,"What is the Corporate Real Rate of the US in 2017? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.64,easy,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2017,4.44,1.8
",
2806,US,macro,"In 2025, what was the US Corporate Real Rate? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1983,easy,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2025,5.998333333333334,2.8
",
2807,US,macro,"What was the Corporate Real Rate reported in the US in 2016? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7175,easy,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2016,4.7175,1.0
",
2808,US,macro,"For Corporate Real Rate, what is the US value in 2023? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1608,easy,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2023,5.860833333333333,3.7
",
2809,US,macro,"Calculate the US Corporate Real Rate for 2024. (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2533,easy,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2024,5.753333333333333,2.5
",
2810,US,macro,"What is the Real Wage Growth Rate of the US in 2018? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5557,easy,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
",
2811,US,macro,"In 2017, what was the US Real Wage Growth Rate? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5453,easy,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2016,25.635,1.26158320570536
2017,26.320833333333336,2.13011000365961
",
2812,US,macro,"What was the Real Wage Growth Rate reported in the US in 2024? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.02,easy,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2023,33.715,4.11633838374488
2024,35.053333333333335,2.94952520485207
",
2813,US,macro,"For Real Wage Growth Rate, what is the US value in 2023? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4101,easy,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2022,32.255,8.00279982052121
2023,33.715,4.11633838374488
",
2814,US,macro,"Calculate the US Real Wage Growth Rate for 2020. (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6816,easy,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
",
2815,US,macro,"What is the difference between the maximum and average values of the US Incremental Capital Output Ratio from 2019 to 2023? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.4528,hard,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2018,3668.081,20193.896
2019,3783.988,20715.671
2020,3618.559,20284.5
2021,3944.358,21532.407
2022,4184.911,22075.931
2023,4219.497,22723.719
","year,Incremental Capital Output Ratio
2019,7.252145081692331
2020,-8.392398839439602
2021,3.1607788080361776
2022,7.699588242653481
2023,6.5137004699068175
"
2816,US,macro,"From 2019 to 2021, what was the difference between the maximum and average values of the US Incremental Capital Output Ratio? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.5786,hard,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2018,3668.081,20193.896
2019,3783.988,20715.671
2020,3618.559,20284.5
2021,3944.358,21532.407
","year,Incremental Capital Output Ratio
2019,7.252145081692331
2020,-8.392398839439602
2021,3.1607788080361776
"
2817,US,macro,"During 2017–2019, how much did the US Incremental Capital Output Ratio's maximum value exceed its average? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3952,hard,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2016,3320.238,19141.672
2017,3467.664,19612.102
2018,3668.081,20193.896
2019,3783.988,20715.671
","year,Incremental Capital Output Ratio
2017,7.371264587717616
2018,6.30477626101333
2019,7.252145081692331
"
2818,US,macro,"In the period 2018–2022, what was the gap between the highest and average values of the US Incremental Capital Output Ratio? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.4946,hard,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2017,3467.664,19612.102
2018,3668.081,20193.896
2019,3783.988,20715.671
2020,3618.559,20284.5
2021,3944.358,21532.407
2022,4184.911,22075.931
","year,Incremental Capital Output Ratio
2018,6.30477626101333
2019,7.252145081692331
2020,-8.392398839439602
2021,3.1607788080361776
2022,7.699588242653481
"
2819,US,macro,"For the US Incremental Capital Output Ratio from 2021 to 2023, calculate the difference between its maximum and average values. (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.9082,hard,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2020,3618.559,20284.5
2021,3944.358,21532.407
2022,4184.911,22075.931
2023,4219.497,22723.719
","year,Incremental Capital Output Ratio
2021,3.1607788080361776
2022,7.699588242653481
2023,6.5137004699068175
"
2820,US,macro,"What is the difference between the maximum and average values of the US Total Factor Productivity Growth from 2019 to 2021? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1111,hard,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2018,20656.516,3.0,148908.75,10957.404
2019,21539.982,2.6,150904.66666666666,11446.611
2020,21375.281,-2.1,142185.91666666666,11598.138
2021,23725.645,6.2,146284.83333333334,12558.374
","year,Total Factor Productivity Growth
2019,-0.923811265684706
2020,-1.7094940611358016
2021,1.849992264020304
"
2821,US,macro,"From 2022 to 2024, what was the difference between the maximum and average values of the US Total Factor Productivity Growth? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.771,hard,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2021,23725.645,6.2,146284.83333333334,12558.374
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
2024,29298.013,2.8,157693.16666666666,15027.059
","year,Total Factor Productivity Growth
2022,-2.6035126501669303
2023,-1.1560693998444846
2024,-0.7233111248846524
"
2822,US,macro,"During 2021–2023, how much did the US Total Factor Productivity Growth's maximum value exceed its average? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.4865,hard,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2020,21375.281,-2.1,142185.91666666666,11598.138
2021,23725.645,6.2,146284.83333333334,12558.374
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
","year,Total Factor Productivity Growth
2021,1.849992264020304
2022,-2.6035126501669303
2023,-1.1560693998444846
"
2823,US,macro,"In the period 2023–2025, what was the gap between the highest and average values of the US Total Factor Productivity Growth? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2621,hard,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
2024,29298.013,2.8,157693.16666666666,15027.059
2025,30762.099,2.1,158456.83333333334,15745.135
","year,Total Factor Productivity Growth
2023,-1.1560693998444846
2024,-0.7233111248846524
2025,-1.0768553933665608
"
2824,US,macro,"For the US Total Factor Productivity Growth from 2021 to 2025, calculate the difference between its maximum and average values. (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5919,hard,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2020,21375.281,-2.1,142185.91666666666,11598.138
2021,23725.645,6.2,146284.83333333334,12558.374
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
2024,29298.013,2.8,157693.16666666666,15027.059
2025,30762.099,2.1,158456.83333333334,15745.135
","year,Total Factor Productivity Growth
2021,1.849992264020304
2022,-2.6035126501669303
2023,-1.1560693998444846
2024,-0.7233111248846524
2025,-1.0768553933665608
"
2825,US,macro,"What is the difference between the maximum and average values of the US Trade Openness from 2017 to 2019? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5023,hard,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2017,2388.26,2931.589,19612.102
2018,2538.089,3131.166,20656.516
2019,2539.391,3116.681,21539.982
","year,Trade Openness
2017,27.125338222287443
2018,27.445359130261853
2019,26.25848062454277
"
2826,US,macro,"From 2019 to 2021, what was the difference between the maximum and average values of the US Trade Openness? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3814,hard,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
2021,2568.697,3417.93,23725.645
","year,Trade Openness
2019,26.25848062454277
2020,23.139943750914902
2021,25.232726022833102
"
2827,US,macro,"During 2022–2024, how much did the US Trade Openness's maximum value exceed its average? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2902,hard,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2022,3036.43,3974.319,26054.614
2023,3073.36,3859.856,27811.517
2024,3215.368,4113.828,29298.013
","year,Trade Openness
2022,26.907898155773868
2023,24.92929817528472
2024,25.016017297828352
"
2828,US,macro,"In the period 2020–2024, what was the gap between the highest and average values of the US Trade Openness? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8627,hard,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2020,2163.837,2782.391,21375.281
2021,2568.697,3417.93,23725.645
2022,3036.43,3974.319,26054.614
2023,3073.36,3859.856,27811.517
2024,3215.368,4113.828,29298.013
","year,Trade Openness
2020,23.139943750914902
2021,25.232726022833102
2022,26.907898155773868
2023,24.92929817528472
2024,25.016017297828352
"
2829,US,macro,"For the US Trade Openness from 2017 to 2021, calculate the difference between its maximum and average values. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.605,hard,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2017,2388.26,2931.589,19612.102
2018,2538.089,3131.166,20656.516
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
2021,2568.697,3417.93,23725.645
","year,Trade Openness
2017,27.125338222287443
2018,27.445359130261853
2019,26.25848062454277
2020,23.139943750914902
2021,25.232726022833102
"
2830,US,macro,"What is the difference between the maximum and average values of the US Federal Debt to GDP from 2019 to 2023? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.7896,hard,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2019,16800.7,21539.982
2020,21016.7,21375.281
2021,22284.0,23725.645
2022,24253.4,26054.614
2023,26235.6,27811.517
","year,Federal Debt to GDP
2019,77.99774391640625
2020,98.32245012357967
2021,93.9236846880243
2022,93.08677534044449
2023,94.33358130014986
"
2831,US,macro,"From 2017 to 2021, what was the difference between the maximum and average values of the US Federal Debt to GDP? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.0692,hard,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2017,14665.4,19612.102
2018,15749.6,20656.516
2019,16800.7,21539.982
2020,21016.7,21375.281
2021,22284.0,23725.645
","year,Federal Debt to GDP
2017,74.77729822127175
2018,76.24519062169051
2019,77.99774391640625
2020,98.32245012357967
2021,93.9236846880243
"
2832,US,macro,"During 2021–2025, how much did the US Federal Debt to GDP's maximum value exceed its average? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.9378,hard,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2021,22284.0,23725.645
2022,24253.4,26054.614
2023,26235.6,27811.517
2024,28193.9,29298.013
2025,30167.2,30762.099
","year,Federal Debt to GDP
2021,93.9236846880243
2022,93.08677534044449
2023,94.33358130014986
2024,96.23144067824668
2025,98.0661300127797
"
2833,US,macro,"In the period 2017–2019, what was the gap between the highest and average values of the US Federal Debt to GDP? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6577,hard,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2017,14665.4,19612.102
2018,15749.6,20656.516
2019,16800.7,21539.982
","year,Federal Debt to GDP
2017,74.77729822127175
2018,76.24519062169051
2019,77.99774391640625
"
2834,US,macro,"For the US Federal Debt to GDP from 2020 to 2022, calculate the difference between its maximum and average values. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2115,hard,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2020,21016.7,21375.281
2021,22284.0,23725.645
2022,24253.4,26054.614
","year,Federal Debt to GDP
2020,98.32245012357967
2021,93.9236846880243
2022,93.08677534044449
"
2835,US,macro,"What is the difference between the maximum and average values of the US Fiscal Deficit Ratio from 2021 to 2025? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.6908,hard,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2021,6820.705,4047.111,23725.645
2022,6271.51,4897.339,26054.614
2023,6128.415,4440.948,27811.517
2024,6735.261,4919.884,29298.013
2025,7011.1050000000005,5236.421,30762.099
","year,Fiscal Deficit Ratio
2021,11.690278599380544
2022,5.27419442867202
2023,6.06751152768833
2024,6.196246141333886
2025,5.7690601671882025
"
2836,US,macro,"From 2021 to 2023, what was the difference between the maximum and average values of the US Fiscal Deficit Ratio? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.013,hard,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2021,6820.705,4047.111,23725.645
2022,6271.51,4897.339,26054.614
2023,6128.415,4440.948,27811.517
","year,Fiscal Deficit Ratio
2021,11.690278599380544
2022,5.27419442867202
2023,6.06751152768833
"
2837,US,macro,"During 2018–2022, how much did the US Fiscal Deficit Ratio's maximum value exceed its average? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.5254,hard,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2018,4108.981,3329.907,20656.516
2019,4446.952,3463.364,21539.982
2020,6516.817,3421.164,21375.281
2021,6820.705,4047.111,23725.645
2022,6271.51,4897.339,26054.614
","year,Fiscal Deficit Ratio
2018,3.7715653501297104
2019,4.566336220708077
2020,14.482396746035759
2021,11.690278599380544
2022,5.27419442867202
"
2838,US,macro,"In the period 2019–2023, what was the gap between the highest and average values of the US Fiscal Deficit Ratio? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0663,hard,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2019,4446.952,3463.364,21539.982
2020,6516.817,3421.164,21375.281
2021,6820.705,4047.111,23725.645
2022,6271.51,4897.339,26054.614
2023,6128.415,4440.948,27811.517
","year,Fiscal Deficit Ratio
2019,4.566336220708077
2020,14.482396746035759
2021,11.690278599380544
2022,5.27419442867202
2023,6.06751152768833
"
2839,US,macro,"For the US Fiscal Deficit Ratio from 2019 to 2021, calculate the difference between its maximum and average values. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.2361,hard,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2019,4446.952,3463.364,21539.982
2020,6516.817,3421.164,21375.281
2021,6820.705,4047.111,23725.645
","year,Fiscal Deficit Ratio
2019,4.566336220708077
2020,14.482396746035759
2021,11.690278599380544
"
2840,US,macro,"What is the difference between the maximum and average values of the US Federal Tax Burden from 2023 to 2025? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5563,hard,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2023,2918.06,27811.517
2024,3118.885,29298.013
2025,3507.89,30762.099
","year,Federal Tax Burden
2023,10.492271960569429
2024,10.645380627007027
2025,11.40328558204042
"
2841,US,macro,"From 2020 to 2022, what was the difference between the maximum and average values of the US Federal Tax Burden? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2134,hard,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2020,2149.223,21375.281
2021,2675.072,23725.645
2022,3252.924,26054.614
","year,Federal Tax Burden
2020,10.05471226319785
2021,11.2750232923067
2022,12.485020887279312
"
2842,US,macro,"During 2019–2023, how much did the US Federal Tax Burden's maximum value exceed its average? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6617,hard,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2019,2112.971,21539.982
2020,2149.223,21375.281
2021,2675.072,23725.645
2022,3252.924,26054.614
2023,2918.06,27811.517
","year,Federal Tax Burden
2019,9.809530017248854
2020,10.05471226319785
2021,11.2750232923067
2022,12.485020887279312
2023,10.492271960569429
"
2843,US,macro,"In the period 2022–2024, what was the gap between the highest and average values of the US Federal Tax Burden? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2775,hard,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2022,3252.924,26054.614
2023,2918.06,27811.517
2024,3118.885,29298.013
","year,Federal Tax Burden
2022,12.485020887279312
2023,10.492271960569429
2024,10.645380627007027
"
2844,US,macro,"For the US Federal Tax Burden from 2017 to 2021, calculate the difference between its maximum and average values. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0438,hard,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2017,1999.804,19612.102
2018,2028.439,20656.516
2019,2112.971,21539.982
2020,2149.223,21375.281
2021,2675.072,23725.645
","year,Federal Tax Burden
2017,10.196785637765906
2018,9.819850549821664
2019,9.809530017248854
2020,10.05471226319785
2021,11.2750232923067
"
2845,US,macro,"What is the difference between the maximum and average values of the US Macro Real Rate from 2018 to 2022? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.942,hard,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2018,2.91,2.3
2019,2.14,1.7
2020,0.89,1.3
2021,1.45,4.6
2022,2.95,7.1
","year,Macro Real Rate
2018,0.6100000000000003
2019,0.44000000000000017
2020,-0.41000000000000003
2021,-3.1499999999999995
2022,-4.1499999999999995
"
2846,US,macro,"From 2018 to 2020, what was the difference between the maximum and average values of the US Macro Real Rate? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3967,hard,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2018,2.91,2.3
2019,2.14,1.7
2020,0.89,1.3
","year,Macro Real Rate
2018,0.6100000000000003
2019,0.44000000000000017
2020,-0.41000000000000003
"
2847,US,macro,"During 2019–2023, how much did the US Macro Real Rate's maximum value exceed its average? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.842,hard,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2019,2.14,1.7
2020,0.89,1.3
2021,1.45,4.6
2022,2.95,7.1
2023,3.96,3.7
","year,Macro Real Rate
2019,0.44000000000000017
2020,-0.41000000000000003
2021,-3.1499999999999995
2022,-4.1499999999999995
2023,0.2599999999999998
"
2848,US,macro,"In the period 2020–2022, what was the gap between the highest and average values of the US Macro Real Rate? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.16,hard,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2020,0.89,1.3
2021,1.45,4.6
2022,2.95,7.1
","year,Macro Real Rate
2020,-0.41000000000000003
2021,-3.1499999999999995
2022,-4.1499999999999995
"
2849,US,macro,"For the US Macro Real Rate from 2017 to 2021, calculate the difference between its maximum and average values. (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.006,hard,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2017,2.33,1.8
2018,2.91,2.3
2019,2.14,1.7
2020,0.89,1.3
2021,1.45,4.6
","year,Macro Real Rate
2017,0.53
2018,0.6100000000000003
2019,0.44000000000000017
2020,-0.41000000000000003
2021,-3.1499999999999995
"
2850,US,macro,"What is the difference between the maximum and average values of the US Household Real Rate from 2021 to 2023? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.2599,hard,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2021,2.957692307692308,4.69785886363742
2022,5.344038461538461,8.00279982052121
2023,6.806730769230769,4.11633838374488
","year,Household Real Rate
2021,-1.7401665559451125
2022,-2.6587613589827486
2023,2.6903923854858887
"
2851,US,macro,"From 2017 to 2021, what was the difference between the maximum and average values of the US Household Real Rate? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8789,hard,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2017,3.989807692307693,2.13011000365961
2018,4.544615384615384,2.44258329692817
2019,3.935769230769231,1.81221007526021
2020,3.111698113207547,1.23358439630629
2021,2.957692307692308,4.69785886363742
","year,Household Real Rate
2017,1.8596976886480827
2018,2.1020320876872143
2019,2.123559155509021
2020,1.878113716901257
2021,-1.7401665559451125
"
2852,US,macro,"During 2018–2022, how much did the US Household Real Rate's maximum value exceed its average? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7826,hard,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2018,4.544615384615384,2.44258329692817
2019,3.935769230769231,1.81221007526021
2020,3.111698113207547,1.23358439630629
2021,2.957692307692308,4.69785886363742
2022,5.344038461538461,8.00279982052121
","year,Household Real Rate
2018,2.1020320876872143
2019,2.123559155509021
2020,1.878113716901257
2021,-1.7401665559451125
2022,-2.6587613589827486
"
2853,US,macro,"In the period 2016–2018, what was the gap between the highest and average values of the US Household Real Rate? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2744,hard,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2016,3.6540384615384616,1.26158320570536
2017,3.989807692307693,2.13011000365961
2018,4.544615384615384,2.44258329692817
","year,Household Real Rate
2016,2.3924552558331014
2017,1.8596976886480827
2018,2.1020320876872143
"
2854,US,macro,"For the US Household Real Rate from 2019 to 2021, calculate the difference between its maximum and average values. (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3697,hard,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2019,3.935769230769231,1.81221007526021
2020,3.111698113207547,1.23358439630629
2021,2.957692307692308,4.69785886363742
","year,Household Real Rate
2019,2.123559155509021
2020,1.878113716901257
2021,-1.7401665559451125
"
2855,US,macro,"What is the difference between the maximum and average values of the US Corporate Real Rate from 2017 to 2021? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8932,hard,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2017,4.44,1.8
2018,4.8,2.3
2019,4.375,1.7
2020,3.6025,1.3
2021,3.391666666666667,4.6
","year,Corporate Real Rate
2017,2.6400000000000006
2018,2.5
2019,2.675
2020,2.3025
2021,-1.2083333333333326
"
2856,US,macro,"From 2018 to 2022, what was the difference between the maximum and average values of the US Corporate Real Rate? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8268,hard,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2018,4.8,2.3
2019,4.375,1.7
2020,3.6025,1.3
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
","year,Corporate Real Rate
2018,2.5
2019,2.675
2020,2.3025
2021,-1.2083333333333326
2022,-2.0283333333333333
"
2857,US,macro,"During 2020–2022, how much did the US Corporate Real Rate's maximum value exceed its average? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6139,hard,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2020,3.6025,1.3
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
","year,Corporate Real Rate
2020,2.3025
2021,-1.2083333333333326
2022,-2.0283333333333333
"
2858,US,macro,"In the period 2020–2024, what was the gap between the highest and average values of the US Corporate Real Rate? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3573,hard,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2020,3.6025,1.3
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
2023,5.860833333333333,3.7
2024,5.753333333333333,2.5
","year,Corporate Real Rate
2020,2.3025
2021,-1.2083333333333326
2022,-2.0283333333333333
2023,2.1608333333333327
2024,3.253333333333333
"
2859,US,macro,"For the US Corporate Real Rate from 2022 to 2024, calculate the difference between its maximum and average values. (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1247,hard,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2022,5.071666666666666,7.1
2023,5.860833333333333,3.7
2024,5.753333333333333,2.5
","year,Corporate Real Rate
2022,-2.0283333333333333
2023,2.1608333333333327
2024,3.253333333333333
"
2860,US,macro,"What is the difference between the maximum and average values of the US Real Wage Growth Rate from 2017 to 2021? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5452,hard,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2016,25.635,1.26158320570536
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
","year,Real Wage Growth Rate
2017,0.545268710338179
2018,0.5556753701606345
2019,1.4399723912343143
2020,3.681568923134034
2021,-0.5407691102252183
"
2861,US,macro,"From 2018 to 2020, what was the difference between the maximum and average values of the US Real Wage Growth Rate? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7892,hard,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
","year,Real Wage Growth Rate
2018,0.5556753701606345
2019,1.4399723912343143
2020,3.681568923134034
"
2862,US,macro,"During 2021–2023, how much did the US Real Wage Growth Rate's maximum value exceed its average? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.305,hard,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
2023,33.715,4.11633838374488
","year,Real Wage Growth Rate
2021,-0.5407691102252183
2022,-2.554099335586855
2023,0.41009162710614344
"
2863,US,macro,"In the period 2017–2019, what was the gap between the highest and average values of the US Real Wage Growth Rate? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.593,hard,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2016,25.635,1.26158320570536
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
","year,Real Wage Growth Rate
2017,0.545268710338179
2018,0.5556753701606345
2019,1.4399723912343143
"
2864,US,macro,"For the US Real Wage Growth Rate from 2018 to 2022, calculate the difference between its maximum and average values. (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1651,hard,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
","year,Real Wage Growth Rate
2018,0.5556753701606345
2019,1.4399723912343143
2020,3.681568923134034
2021,-0.5407691102252183
2022,-2.554099335586855
"
2865,US,macro,"What is the average of Incremental Capital Output Ratio in the US from 2018 to 2022? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.205,medium,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2017,3467.664,19612.102
2018,3668.081,20193.896
2019,3783.988,20715.671
2020,3618.559,20284.5
2021,3944.358,21532.407
2022,4184.911,22075.931
","year,Incremental Capital Output Ratio
2018,6.30477626101333
2019,7.252145081692331
2020,-8.392398839439602
2021,3.1607788080361776
2022,7.699588242653481
"
2866,US,macro,"From 2023 to 2025, what is the minimum of the US Incremental Capital Output Ratio? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.5137,medium,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2022,4184.911,22075.931
2023,4219.497,22723.719
2024,4346.493,23358.435
2025,4430.563,23850.442
","year,Incremental Capital Output Ratio
2023,6.5137004699068175
2024,6.84793356398767
2025,9.005081228519147
"
2867,US,macro,"What was the minimum of Incremental Capital Output Ratio in the US during 2021–2025? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.1608,medium,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2020,3618.559,20284.5
2021,3944.358,21532.407
2022,4184.911,22075.931
2023,4219.497,22723.719
2024,4346.493,23358.435
2025,4430.563,23850.442
","year,Incremental Capital Output Ratio
2021,3.1607788080361776
2022,7.699588242653481
2023,6.5137004699068175
2024,6.84793356398767
2025,9.005081228519147
"
2868,US,macro,"For US Incremental Capital Output Ratio, what is the minimum over 2018 to 2020? (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-8.3924,medium,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2017,3467.664,19612.102
2018,3668.081,20193.896
2019,3783.988,20715.671
2020,3618.559,20284.5
","year,Incremental Capital Output Ratio
2018,6.30477626101333
2019,7.252145081692331
2020,-8.392398839439602
"
2869,US,macro,"Calculate the average of the US Incremental Capital Output Ratio from 2017 to 2019. (Use BEA real investment and real GDP (chained 2017 dollars).) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.9761,medium,productivity,ICOR = \Delta K / \Delta Y = Real Gross Private Domestic Investment / change in GDP,"year,Real Gross Private Domestic Investment (Billion USD),Real GDP (Billion USD)
2016,3320.238,19141.672
2017,3467.664,19612.102
2018,3668.081,20193.896
2019,3783.988,20715.671
","year,Incremental Capital Output Ratio
2017,7.371264587717616
2018,6.30477626101333
2019,7.252145081692331
"
2870,US,macro,"What is the maximum of Total Factor Productivity Growth in the US from 2017 to 2019? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6503,medium,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2016,18804.913,1.8,144335.08333333334,9966.108
2017,19612.102,2.5,146606.41666666666,10424.372
2018,20656.516,3.0,148908.75,10957.404
2019,21539.982,2.6,150904.66666666666,11446.611
","year,Total Factor Productivity Growth
2017,-1.1472747293402137
2018,-0.6502948903389778
2019,-0.923811265684706
"
2871,US,macro,"From 2021 to 2025, what is the minimum of the US Total Factor Productivity Growth? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.6035,medium,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2020,21375.281,-2.1,142185.91666666666,11598.138
2021,23725.645,6.2,146284.83333333334,12558.374
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
2024,29298.013,2.8,157693.16666666666,15027.059
2025,30762.099,2.1,158456.83333333334,15745.135
","year,Total Factor Productivity Growth
2021,1.849992264020304
2022,-2.6035126501669303
2023,-1.1560693998444846
2024,-0.7233111248846524
2025,-1.0768553933665608
"
2872,US,macro,"What was the minimum of Total Factor Productivity Growth in the US during 2023–2025? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.1561,medium,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
2024,29298.013,2.8,157693.16666666666,15027.059
2025,30762.099,2.1,158456.83333333334,15745.135
","year,Total Factor Productivity Growth
2023,-1.1560693998444846
2024,-0.7233111248846524
2025,-1.0768553933665608
"
2873,US,macro,"For US Total Factor Productivity Growth, what is the average over 2017 to 2021? (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.5162,medium,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2016,18804.913,1.8,144335.08333333334,9966.108
2017,19612.102,2.5,146606.41666666666,10424.372
2018,20656.516,3.0,148908.75,10957.404
2019,21539.982,2.6,150904.66666666666,11446.611
2020,21375.281,-2.1,142185.91666666666,11598.138
2021,23725.645,6.2,146284.83333333334,12558.374
","year,Total Factor Productivity Growth
2017,-1.1472747293402137
2018,-0.6502948903389778
2019,-0.923811265684706
2020,-1.7094940611358016
2021,1.849992264020304
"
2874,US,macro,"Calculate the minimum of the US Total Factor Productivity Growth from 2019 to 2023. (Unit: %; \Delta K is set to a constant 6%) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.6035,medium,productivity,TFP Growth = (\Delta Y - \alpha \Delta K - \beta \Delta L) * 100%; \alpha = 1 - \beta; \beta = Compensation of Employees / GDP,"year,Nominal GDP (Billion USD),Real GDP Growth Rate (%),Total Employees (Thousand),Compensation of Employees (Billion USD)
2018,20656.516,3.0,148908.75,10957.404
2019,21539.982,2.6,150904.66666666666,11446.611
2020,21375.281,-2.1,142185.91666666666,11598.138
2021,23725.645,6.2,146284.83333333334,12558.374
2022,26054.614,2.5,152520.25,13443.377
2023,27811.517,2.9,155867.58333333334,14207.393
","year,Total Factor Productivity Growth
2019,-0.923811265684706
2020,-1.7094940611358016
2021,1.849992264020304
2022,-2.6035126501669303
2023,-1.1560693998444846
"
2875,US,macro,"What is the maximum of Trade Openness in the US from 2016 to 2020? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.4454,medium,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2016,2235.558,2738.83,18804.913
2017,2388.26,2931.589,19612.102
2018,2538.089,3131.166,20656.516
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
","year,Trade Openness
2016,26.452597786546526
2017,27.125338222287443
2018,27.445359130261853
2019,26.25848062454277
2020,23.139943750914902
"
2876,US,macro,"From 2019 to 2021, what is the average of the US Trade Openness? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.8771,medium,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
2021,2568.697,3417.93,23725.645
","year,Trade Openness
2019,26.25848062454277
2020,23.139943750914902
2021,25.232726022833102
"
2877,US,macro,"What was the average of Trade Openness in the US during 2018–2020? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.6146,medium,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2018,2538.089,3131.166,20656.516
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
","year,Trade Openness
2018,27.445359130261853
2019,26.25848062454277
2020,23.139943750914902
"
2878,US,macro,"For US Trade Openness, what is the average over 2019 to 2023? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.2937,medium,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
2021,2568.697,3417.93,23725.645
2022,3036.43,3974.319,26054.614
2023,3073.36,3859.856,27811.517
","year,Trade Openness
2019,26.25848062454277
2020,23.139943750914902
2021,25.232726022833102
2022,26.907898155773868
2023,24.92929817528472
"
2879,US,macro,"Calculate the minimum of the US Trade Openness from 2018 to 2022. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.1399,medium,external trade,(Exports + Imports) / GDP * 100%,"year,Exports of Goods and Services (Billion USD),Imports of Goods and Services (Billion USD),Nominal GDP (Billion USD)
2018,2538.089,3131.166,20656.516
2019,2539.391,3116.681,21539.982
2020,2163.837,2782.391,21375.281
2021,2568.697,3417.93,23725.645
2022,3036.43,3974.319,26054.614
","year,Trade Openness
2018,27.445359130261853
2019,26.25848062454277
2020,23.139943750914902
2021,25.232726022833102
2022,26.907898155773868
"
2880,US,macro,"What is the maximum of Federal Debt to GDP in the US from 2019 to 2021? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",98.3225,medium,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2019,16800.7,21539.982
2020,21016.7,21375.281
2021,22284.0,23725.645
","year,Federal Debt to GDP
2019,77.99774391640625
2020,98.32245012357967
2021,93.9236846880243
"
2881,US,macro,"From 2020 to 2022, what is the average of the US Federal Debt to GDP? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",95.111,medium,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2020,21016.7,21375.281
2021,22284.0,23725.645
2022,24253.4,26054.614
","year,Federal Debt to GDP
2020,98.32245012357967
2021,93.9236846880243
2022,93.08677534044449
"
2882,US,macro,"What was the average of Federal Debt to GDP in the US during 2019–2023? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",91.5328,medium,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2019,16800.7,21539.982
2020,21016.7,21375.281
2021,22284.0,23725.645
2022,24253.4,26054.614
2023,26235.6,27811.517
","year,Federal Debt to GDP
2019,77.99774391640625
2020,98.32245012357967
2021,93.9236846880243
2022,93.08677534044449
2023,94.33358130014986
"
2883,US,macro,"For US Federal Debt to GDP, what is the maximum over 2023 to 2025? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",98.0661,medium,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2023,26235.6,27811.517
2024,28193.9,29298.013
2025,30167.2,30762.099
","year,Federal Debt to GDP
2023,94.33358130014986
2024,96.23144067824668
2025,98.0661300127797
"
2884,US,macro,"Calculate the minimum of the US Federal Debt to GDP from 2018 to 2022. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",76.2452,medium,fiscal,Federal Debt Held by the Public / GDP * 100%,"year,Gross Federal Debt Held by the Public (Billion USD),Nominal GDP (Billion USD)
2018,15749.6,20656.516
2019,16800.7,21539.982
2020,21016.7,21375.281
2021,22284.0,23725.645
2022,24253.4,26054.614
","year,Federal Debt to GDP
2018,76.24519062169051
2019,77.99774391640625
2020,98.32245012357967
2021,93.9236846880243
2022,93.08677534044449
"
2885,US,macro,"What is the minimum of Fiscal Deficit Ratio in the US from 2022 to 2024? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.2742,medium,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2022,6271.51,4897.339,26054.614
2023,6128.415,4440.948,27811.517
2024,6735.261,4919.884,29298.013
","year,Fiscal Deficit Ratio
2022,5.27419442867202
2023,6.06751152768833
2024,6.196246141333886
"
2886,US,macro,"From 2020 to 2022, what is the average of the US Fiscal Deficit Ratio? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.4823,medium,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2020,6516.817,3421.164,21375.281
2021,6820.705,4047.111,23725.645
2022,6271.51,4897.339,26054.614
","year,Fiscal Deficit Ratio
2020,14.482396746035759
2021,11.690278599380544
2022,5.27419442867202
"
2887,US,macro,"What was the average of Fiscal Deficit Ratio in the US during 2023–2025? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0109,medium,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2023,6128.415,4440.948,27811.517
2024,6735.261,4919.884,29298.013
2025,7011.1050000000005,5236.421,30762.099
","year,Fiscal Deficit Ratio
2023,6.06751152768833
2024,6.196246141333886
2025,5.7690601671882025
"
2888,US,macro,"For US Fiscal Deficit Ratio, what is the minimum over 2016 to 2020? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.109,medium,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2016,3852.615,3267.965,18804.913
2017,3981.634,3316.184,19612.102
2018,4108.981,3329.907,20656.516
2019,4446.952,3463.364,21539.982
2020,6516.817,3421.164,21375.281
","year,Fiscal Deficit Ratio
2016,3.1090279439208235
2017,3.39305802101172
2018,3.7715653501297104
2019,4.566336220708077
2020,14.482396746035759
"
2889,US,macro,"Calculate the minimum of the US Fiscal Deficit Ratio from 2016 to 2018. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.109,medium,fiscal,Federal Deficit / GDP * 100%; Federal Deficit = Federal Outlays - Federal Receipts,"year,Federal Outlays (Billion USD),Federal Receipts (Billion USD),Nominal GDP (Billion USD)
2016,3852.615,3267.965,18804.913
2017,3981.634,3316.184,19612.102
2018,4108.981,3329.907,20656.516
","year,Fiscal Deficit Ratio
2016,3.1090279439208235
2017,3.39305802101172
2018,3.7715653501297104
"
2890,US,macro,"What is the maximum of Federal Tax Burden in the US from 2019 to 2021? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.275,medium,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2019,2112.971,21539.982
2020,2149.223,21375.281
2021,2675.072,23725.645
","year,Federal Tax Burden
2019,9.809530017248854
2020,10.05471226319785
2021,11.2750232923067
"
2891,US,macro,"From 2022 to 2024, what is the maximum of the US Federal Tax Burden? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.485,medium,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2022,3252.924,26054.614
2023,2918.06,27811.517
2024,3118.885,29298.013
","year,Federal Tax Burden
2022,12.485020887279312
2023,10.492271960569429
2024,10.645380627007027
"
2892,US,macro,"What was the minimum of Federal Tax Burden in the US during 2020–2022? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.0547,medium,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2020,2149.223,21375.281
2021,2675.072,23725.645
2022,3252.924,26054.614
","year,Federal Tax Burden
2020,10.05471226319785
2021,11.2750232923067
2022,12.485020887279312
"
2893,US,macro,"For US Federal Tax Burden, what is the maximum over 2016 to 2018? (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.7479,medium,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2016,2021.131,18804.913
2017,1999.804,19612.102
2018,2028.439,20656.516
","year,Federal Tax Burden
2016,10.747888065209342
2017,10.196785637765906
2018,9.819850549821664
"
2894,US,macro,"Calculate the average of the US Federal Tax Burden from 2021 to 2023. (Unit: %) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.4174,medium,fiscal,Federal Tax Receipts / GDP * 100%,"year,Federal Tax Receipts (Billion USD),Nominal GDP (Billion USD)
2021,2675.072,23725.645
2022,3252.924,26054.614
2023,2918.06,27811.517
","year,Federal Tax Burden
2021,11.2750232923067
2022,12.485020887279312
2023,10.492271960569429
"
2895,US,macro,"What is the minimum of Macro Real Rate in the US from 2020 to 2022? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-4.15,medium,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2020,0.89,1.3
2021,1.45,4.6
2022,2.95,7.1
","year,Macro Real Rate
2020,-0.41000000000000003
2021,-3.1499999999999995
2022,-4.1499999999999995
"
2896,US,macro,"From 2021 to 2023, what is the average of the US Macro Real Rate? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.3467,medium,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2021,1.45,4.6
2022,2.95,7.1
2023,3.96,3.7
","year,Macro Real Rate
2021,-3.1499999999999995
2022,-4.1499999999999995
2023,0.2599999999999998
"
2897,US,macro,"What was the average of Macro Real Rate in the US during 2016–2018? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.66,medium,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2016,1.84,1.0
2017,2.33,1.8
2018,2.91,2.3
","year,Macro Real Rate
2016,0.8400000000000001
2017,0.53
2018,0.6100000000000003
"
2898,US,macro,"For US Macro Real Rate, what is the maximum over 2018 to 2022? (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.61,medium,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2018,2.91,2.3
2019,2.14,1.7
2020,0.89,1.3
2021,1.45,4.6
2022,2.95,7.1
","year,Macro Real Rate
2018,0.6100000000000003
2019,0.44000000000000017
2020,-0.41000000000000003
2021,-3.1499999999999995
2022,-4.1499999999999995
"
2899,US,macro,"Calculate the minimum of the US Macro Real Rate from 2017 to 2021. (Unit: %; Use 10-Year Treasury rate as the risk-free rate; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.15,medium,inflation,10-Year Treasury Constant Maturity Rate - GDP Deflator Inflation,"year,10-Year Treasury Constant Maturity Rate (%),GDP Deflator Inflation (%)
2017,2.33,1.8
2018,2.91,2.3
2019,2.14,1.7
2020,0.89,1.3
2021,1.45,4.6
","year,Macro Real Rate
2017,0.53
2018,0.6100000000000003
2019,0.44000000000000017
2020,-0.41000000000000003
2021,-3.1499999999999995
"
2900,US,macro,"What is the maximum of Household Real Rate in the US from 2020 to 2022? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.8781,medium,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2020,3.111698113207547,1.23358439630629
2021,2.957692307692308,4.69785886363742
2022,5.344038461538461,8.00279982052121
","year,Household Real Rate
2020,1.878113716901257
2021,-1.7401665559451125
2022,-2.6587613589827486
"
2901,US,macro,"From 2019 to 2023, what is the maximum of the US Household Real Rate? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.6904,medium,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2019,3.935769230769231,1.81221007526021
2020,3.111698113207547,1.23358439630629
2021,2.957692307692308,4.69785886363742
2022,5.344038461538461,8.00279982052121
2023,6.806730769230769,4.11633838374488
","year,Household Real Rate
2019,2.123559155509021
2020,1.878113716901257
2021,-1.7401665559451125
2022,-2.6587613589827486
2023,2.6903923854858887
"
2902,US,macro,"What was the minimum of Household Real Rate in the US during 2021–2023? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.6588,medium,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2021,2.957692307692308,4.69785886363742
2022,5.344038461538461,8.00279982052121
2023,6.806730769230769,4.11633838374488
","year,Household Real Rate
2021,-1.7401665559451125
2022,-2.6587613589827486
2023,2.6903923854858887
"
2903,US,macro,"For US Household Real Rate, what is the maximum over 2016 to 2020? (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.3925,medium,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2016,3.6540384615384616,1.26158320570536
2017,3.989807692307693,2.13011000365961
2018,4.544615384615384,2.44258329692817
2019,3.935769230769231,1.81221007526021
2020,3.111698113207547,1.23358439630629
","year,Household Real Rate
2016,2.3924552558331014
2017,1.8596976886480827
2018,2.1020320876872143
2019,2.123559155509021
2020,1.878113716901257
"
2904,US,macro,"Calculate the maximum of the US Household Real Rate from 2018 to 2022. (Unit: %; Use 30-Year Fixed Mortgage rate as a proxy for household borrowing cost; use CPI for consumer inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1236,medium,inflation,30-Year Fixed Rate Mortgage Average - CPI Inflation,"year,30-Year Fixed Rate Mortgage Average (%),CPI Inflation (%)
2018,4.544615384615384,2.44258329692817
2019,3.935769230769231,1.81221007526021
2020,3.111698113207547,1.23358439630629
2021,2.957692307692308,4.69785886363742
2022,5.344038461538461,8.00279982052121
","year,Household Real Rate
2018,2.1020320876872143
2019,2.123559155509021
2020,1.878113716901257
2021,-1.7401665559451125
2022,-2.6587613589827486
"
2905,US,macro,"What is the minimum of Corporate Real Rate in the US from 2016 to 2018? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.5,medium,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2016,4.7175,1.0
2017,4.44,1.8
2018,4.8,2.3
","year,Corporate Real Rate
2016,3.7175000000000002
2017,2.6400000000000006
2018,2.5
"
2906,US,macro,"From 2017 to 2019, what is the maximum of the US Corporate Real Rate? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.675,medium,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2017,4.44,1.8
2018,4.8,2.3
2019,4.375,1.7
","year,Corporate Real Rate
2017,2.6400000000000006
2018,2.5
2019,2.675
"
2907,US,macro,"What was the minimum of Corporate Real Rate in the US during 2019–2023? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.0283,medium,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2019,4.375,1.7
2020,3.6025,1.3
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
2023,5.860833333333333,3.7
","year,Corporate Real Rate
2019,2.675
2020,2.3025
2021,-1.2083333333333326
2022,-2.0283333333333333
2023,2.1608333333333327
"
2908,US,macro,"For US Corporate Real Rate, what is the maximum over 2016 to 2020? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7175,medium,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2016,4.7175,1.0
2017,4.44,1.8
2018,4.8,2.3
2019,4.375,1.7
2020,3.6025,1.3
","year,Corporate Real Rate
2016,3.7175000000000002
2017,2.6400000000000006
2018,2.5
2019,2.675
2020,2.3025
"
2909,US,macro,"Calculate the minimum of the US Corporate Real Rate from 2021 to 2025. (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.0283,medium,inflation,Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation,"year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
2023,5.860833333333333,3.7
2024,5.753333333333333,2.5
2025,5.998333333333334,2.8
","year,Corporate Real Rate
2021,-1.2083333333333326
2022,-2.0283333333333333
2023,2.1608333333333327
2024,3.253333333333333
2025,3.198333333333334
"
2910,US,macro,"What is the maximum of Real Wage Growth Rate in the US from 2019 to 2021? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.6816,medium,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
","year,Real Wage Growth Rate
2019,1.4399723912343143
2020,3.681568923134034
2021,-0.5407691102252183
"
2911,US,macro,"From 2022 to 2024, what is the minimum of the US Real Wage Growth Rate? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.5541,medium,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
2023,33.715,4.11633838374488
2024,35.053333333333335,2.94952520485207
","year,Real Wage Growth Rate
2022,-2.554099335586855
2023,0.41009162710614344
2024,1.020023462902138
"
2912,US,macro,"What was the average of Real Wage Growth Rate in the US during 2020–2022? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1956,medium,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
","year,Real Wage Growth Rate
2020,3.681568923134034
2021,-0.5407691102252183
2022,-2.554099335586855
"
2913,US,macro,"For US Real Wage Growth Rate, what is the average over 2019 to 2023? (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4874,medium,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
2023,33.715,4.11633838374488
","year,Real Wage Growth Rate
2019,1.4399723912343143
2020,3.681568923134034
2021,-0.5407691102252183
2022,-2.554099335586855
2023,0.41009162710614344
"
2914,US,macro,"Calculate the maximum of the US Real Wage Growth Rate from 2017 to 2019. (Unit: %; Use Average Hourly Earnings as a proxy for wage) Write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.44,medium,labor,Average Hourly Earnings Growth Rate - CPI Inflation,"year,Average Hourly Earnings (USD),CPI Inflation (%)
2016,25.635,1.26158320570536
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
","year,Real Wage Growth Rate
2017,0.545268710338179
2018,0.5556753701606345
2019,1.4399723912343143
"
2915,US,technical,"What is the lower channel value of Bollinger Bands for Lennar on May 11, 2020? (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.2958,easy,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close
2020-04-14,41.64569091796875
2020-04-15,38.54792022705078
2020-04-16,39.59341812133789
2020-04-17,41.55856704711914
2020-04-20,38.70280838012695
2020-04-21,38.86737823486328
2020-04-22,39.74830627441406
2020-04-23,39.93223571777344
2020-04-24,41.51016616821289
2020-04-27,43.91093826293945
2020-04-28,47.93804550170898
2020-04-29,51.539207458496094
2020-04-30,48.47047424316406
2020-05-01,47.87995910644531
2020-05-04,47.84123992919922
2020-05-05,49.47724914550781
2020-05-06,49.43852996826172
2020-05-07,49.21587753295898
2020-05-08,52.28460693359375
2020-05-11,51.3068733215332
",
2916,US,technical,"On February 05, 2021, what is the Bollinger Bands upper channel value for Allstate? (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",111.851,easy,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close
2021-01-08,109.9499969482422
2021-01-11,109.1500015258789
2021-01-12,109.77999877929688
2021-01-13,108.87999725341795
2021-01-14,109.05999755859376
2021-01-15,108.4000015258789
2021-01-19,110.2699966430664
2021-01-20,111.0
2021-01-21,110.72000122070312
2021-01-22,110.43000030517578
2021-01-25,110.9499969482422
2021-01-26,109.5199966430664
2021-01-27,110.51000213623048
2021-01-28,109.3000030517578
2021-01-29,107.18000030517578
2021-02-01,108.70999908447266
2021-02-02,110.79000091552734
2021-02-03,109.0
2021-02-04,107.12999725341795
2021-02-05,106.91999816894533
",
2917,US,technical,"For Corpay's Bollinger Bands on December 15, 2025, what is the upper value? (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",322.4211,easy,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close
2025-11-17,274.17999267578125
2025-11-18,272.7799987792969
2025-11-19,276.4599914550781
2025-11-20,277.29998779296875
2025-11-21,288.82000732421875
2025-11-24,287.0299987792969
2025-11-25,291.9800109863281
2025-11-26,293.3399963378906
2025-11-28,295.79998779296875
2025-12-01,296.2699890136719
2025-12-02,294.95001220703125
2025-12-03,299.8900146484375
2025-12-04,297.3900146484375
2025-12-05,310.6400146484375
2025-12-08,303.70001220703125
2025-12-09,300.2799987792969
2025-12-10,311.57000732421875
2025-12-11,316.29998779296875
2025-12-12,316.0899963378906
2025-12-15,312.1600036621094
",
2918,US,technical,"What is the value of the upper of Bollinger Bands for Gartner on January 13, 2025? (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",508.3171,easy,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close
2024-12-12,514.1300048828125
2024-12-13,508.4599914550781
2024-12-16,502.5799865722656
2024-12-17,497.4200134277344
2024-12-18,481.7699890136719
2024-12-19,481.2200012207031
2024-12-20,491.25
2024-12-23,487.2200012207031
2024-12-24,489.9599914550781
2024-12-26,489.2200012207031
2024-12-27,486.9599914550781
2024-12-30,485.4500122070313
2024-12-31,484.4700012207031
2025-01-02,483.2999877929688
2025-01-03,485.9700012207031
2025-01-06,491.7200012207031
2025-01-07,491.4800109863281
2025-01-08,495.4400024414063
2025-01-10,489.0
2025-01-13,493.1300048828125
",
2919,US,technical,"Calculate the Bollinger Bands middle channel value for Arch Capital Group on December 11, 2023. (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",83.3195,easy,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close
2023-11-13,86.56999969482422
2023-11-14,85.5
2023-11-15,82.66000366210938
2023-11-16,83.70999908447266
2023-11-17,83.5999984741211
2023-11-20,84.45999908447266
2023-11-21,86.12999725341797
2023-11-22,85.94999694824219
2023-11-24,86.5999984741211
2023-11-27,87.0
2023-11-28,84.44999694824219
2023-11-29,82.37999725341797
2023-11-30,83.69000244140625
2023-12-01,82.62999725341797
2023-12-04,81.98999786376953
2023-12-05,81.8499984741211
2023-12-06,79.97000122070312
2023-12-07,78.33999633789062
2023-12-08,79.30000305175781
2023-12-11,79.61000061035156
",
2920,US,technical,"What is the lower channel value of Keltner Channel for Mid-America Apartment Communities on March 17, 2021? (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",133.5101,easy,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2020-11-18,126.06999969482422,131.97000122070312,126.05999755859376
2020-11-19,126.13999938964844,126.72000122070312,123.43000030517578
2020-11-20,126.18000030517578,126.48999786376952,124.91999816894533
2020-11-23,123.7699966430664,126.88999938964844,123.52999877929688
2020-11-24,125.87999725341795,127.30999755859376,124.83999633789062
2020-11-25,125.02999877929688,126.30999755859376,124.41000366210938
2020-11-27,124.0,124.77999877929688,122.63999938964844
2020-11-30,126.16000366210938,126.3000030517578,122.4499969482422
2020-12-01,124.58999633789062,126.31999969482422,123.66999816894533
2020-12-02,123.7300033569336,127.4800033569336,123.25
2020-12-03,123.6500015258789,124.87999725341795,123.33000183105467
2020-12-04,125.12999725341795,125.41999816894533,123.56999969482422
2020-12-07,125.31999969482422,126.11000061035156,124.6500015258789
2020-12-08,123.93000030517578,125.48999786376952,123.69000244140624
2020-12-09,122.9000015258789,125.06999969482422,121.0
2020-12-10,120.18000030517578,122.66999816894533,119.75
2020-12-11,121.66000366210938,121.97000122070312,119.20999908447266
2020-12-14,121.44000244140624,123.6999969482422,121.12999725341795
2020-12-15,123.54000091552734,123.54000091552734,120.5
2020-12-16,123.41000366210938,125.12999725341795,122.52999877929688
2020-12-17,125.58999633789062,126.1999969482422,123.06999969482422
2020-12-18,124.04000091552734,126.27999877929688,123.41000366210938
2020-12-21,124.5999984741211,124.9800033569336,122.33000183105467
2020-12-22,125.27999877929688,125.4000015258789,123.56999969482422
2020-12-23,122.66000366210938,126.25,122.58000183105467
2020-12-24,124.5999984741211,124.61000061035156,122.97000122070312
2020-12-28,124.97000122070312,125.83999633789062,124.0500030517578
2020-12-29,124.25,126.30999755859376,123.4499969482422
2020-12-30,125.0,126.20999908447266,124.1999969482422
2020-12-31,126.69000244140624,126.97000122070312,123.9000015258789
2021-01-04,122.70999908447266,127.37000274658205,122.1500015258789
2021-01-05,122.66999816894533,123.81999969482422,122.3499984741211
2021-01-06,124.6999969482422,124.86000061035156,122.7699966430664
2021-01-07,124.5500030517578,125.33000183105467,123.4499969482422
2021-01-08,125.2699966430664,125.37000274658205,124.0
2021-01-11,124.20999908447266,125.33000183105467,123.16999816894533
2021-01-12,124.69000244140624,124.97000122070312,123.0
2021-01-13,126.41999816894533,127.06999969482422,124.5999984741211
2021-01-14,129.0,129.0800018310547,125.31999969482422
2021-01-15,132.00999450683594,132.13999938964844,127.72000122070312
2021-01-19,130.61000061035156,132.42999267578125,129.99000549316406
2021-01-20,133.16000366210938,133.61000061035156,128.94000244140625
2021-01-21,133.4499969482422,133.52999877929688,131.13999938964844
2021-01-22,134.17999267578125,134.83999633789062,132.22999572753906
2021-01-25,133.86000061035156,134.9600067138672,132.97000122070312
2021-01-26,134.88999938964844,135.4199981689453,133.88999938964844
2021-01-27,131.72999572753906,135.0,131.10000610351562
2021-01-28,132.7899932861328,134.74000549316406,131.02000427246094
2021-01-29,132.75,133.3800048828125,129.8300018310547
2021-02-01,134.97999572753906,135.1300048828125,130.72000122070312
2021-02-02,135.5800018310547,136.42999267578125,133.8699951171875
2021-02-03,134.7100067138672,135.8699951171875,133.67999267578125
2021-02-04,134.83999633789062,137.0,134.0
2021-02-05,134.72000122070312,135.27000427246094,133.2100067138672
2021-02-08,135.49000549316406,136.14999389648438,133.77000427246094
2021-02-09,135.5500030517578,136.24000549316406,134.52000427246094
2021-02-10,136.3000030517578,137.24000549316406,134.85000610351562
2021-02-11,137.97000122070312,138.02000427246094,135.49000549316406
2021-02-12,138.13999938964844,138.39999389648438,136.94000244140625
2021-02-16,138.44000244140625,138.49000549316406,136.50999450683594
2021-02-17,137.72000122070312,138.7899932861328,137.08999633789062
2021-02-18,137.25,138.13999938964844,136.38999938964844
2021-02-19,137.57000732421875,138.22000122070312,137.0
2021-02-22,138.69000244140625,139.11000061035156,136.3300018310547
2021-02-23,142.3000030517578,142.61000061035156,139.33999633789062
2021-02-24,140.50999450683594,142.97999572753906,140.35000610351562
2021-02-25,137.91000366210938,141.99000549316406,137.25
2021-02-26,134.72999572753906,138.25999450683594,134.58999633789062
2021-03-01,135.5399932861328,138.02999877929688,135.47000122070312
2021-03-02,135.3000030517578,136.8699951171875,134.0
2021-03-03,134.60000610351562,136.1699981689453,134.02999877929688
2021-03-04,132.6999969482422,135.2899932861328,131.4499969482422
2021-03-05,133.91000366210938,134.22000122070312,131.8699951171875
2021-03-08,134.22999572753906,136.24000549316406,133.05999755859375
2021-03-09,134.72999572753906,137.0399932861328,134.39999389648438
2021-03-10,134.8300018310547,135.91000366210938,132.8699951171875
2021-03-11,136.5500030517578,137.38999938964844,134.49000549316406
2021-03-12,141.77999877929688,141.7899932861328,137.0
2021-03-15,144.97999572753906,146.30999755859375,140.63999938964844
2021-03-16,144.3800048828125,145.75999450683594,143.0
2021-03-17,145.47000122070312,145.52999877929688,142.82000732421875
",
2921,US,technical,"On July 29, 2020, what is the Keltner Channel middle channel value for First Solar? (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",58.4932,easy,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2020-04-03,34.380001068115234,36.29999923706055,34.119998931884766
2020-04-06,36.75,37.40999984741211,35.0
2020-04-07,37.34999847412109,38.88999938964844,37.130001068115234
2020-04-08,38.900001525878906,39.060001373291016,36.59000015258789
2020-04-09,40.45000076293945,41.0099983215332,39.09999847412109
2020-04-13,40.61000061035156,40.93000030517578,39.63999938964844
2020-04-14,42.119998931884766,42.84000015258789,41.09000015258789
2020-04-15,40.93000030517578,41.68000030517578,40.5099983215332
2020-04-16,40.150001525878906,41.84000015258789,39.70000076293945
2020-04-17,42.20000076293945,42.400001525878906,41.18000030517578
2020-04-20,41.0,42.27999877929688,40.88999938964844
2020-04-21,39.18000030517578,40.880001068115234,38.959999084472656
2020-04-22,40.22999954223633,40.52999877929688,39.59999847412109
2020-04-23,42.290000915527344,42.43999862670898,40.29999923706055
2020-04-24,40.84000015258789,42.84000015258789,40.56999969482422
2020-04-27,43.2599983215332,43.41999816894531,41.060001373291016
2020-04-28,41.77000045776367,44.400001525878906,41.75
2020-04-29,45.54999923706055,45.68000030517578,42.29999923706055
2020-04-30,44.0099983215332,44.900001525878906,43.75
2020-05-01,41.97999954223633,43.400001525878906,41.58000183105469
2020-05-04,43.400001525878906,43.45000076293945,41.31999969482422
2020-05-05,43.09999847412109,44.93000030517578,42.84000015258789
2020-05-06,43.119998931884766,44.59999847412109,43.06999969482422
2020-05-07,44.65999984741211,44.7599983215332,43.470001220703125
2020-05-08,44.15999984741211,45.5,43.400001525878906
2020-05-11,42.869998931884766,44.060001373291016,42.45000076293945
2020-05-12,40.34999847412109,43.400001525878906,40.29999923706055
2020-05-13,39.43000030517578,41.16999816894531,39.0099983215332
2020-05-14,39.790000915527344,39.959999084472656,37.91999816894531
2020-05-15,39.369998931884766,39.369998931884766,38.59000015258789
2020-05-18,42.369998931884766,42.4900016784668,40.70000076293945
2020-05-19,43.22999954223633,44.970001220703125,42.11000061035156
2020-05-20,43.93999862670898,45.02999877929688,43.5099983215332
2020-05-21,43.7599983215332,44.70000076293945,43.5099983215332
2020-05-22,43.470001220703125,43.959999084472656,43.18000030517578
2020-05-26,46.560001373291016,46.83000183105469,44.7599983215332
2020-05-27,46.61000061035156,47.59999847412109,44.86000061035156
2020-05-28,45.52000045776367,47.13999938964844,45.27000045776367
2020-05-29,46.619998931884766,46.77999877929688,45.06999969482422
2020-06-01,48.0099983215332,48.52999877929688,46.2599983215332
2020-06-02,47.900001525878906,49.18999862670898,47.540000915527344
2020-06-03,49.5,49.95000076293945,48.310001373291016
2020-06-04,49.61000061035156,49.970001220703125,49.25
2020-06-05,51.380001068115234,51.970001220703125,50.0
2020-06-08,54.43999862670898,54.5,51.650001525878906
2020-06-09,53.060001373291016,53.88999938964844,52.04999923706055
2020-06-10,51.18999862670898,53.130001068115234,51.060001373291016
2020-06-11,48.93999862670898,50.5,48.70000076293945
2020-06-12,49.41999816894531,50.5099983215332,48.20000076293945
2020-06-15,50.11000061035156,50.2400016784668,47.869998931884766
2020-06-16,51.310001373291016,52.02000045776367,50.59000015258789
2020-06-17,49.900001525878906,51.83000183105469,49.81999969482422
2020-06-18,50.470001220703125,51.310001373291016,49.52000045776367
2020-06-19,50.20000076293945,51.560001373291016,50.119998931884766
2020-06-22,49.79999923706055,50.41999816894531,49.29999923706055
2020-06-23,51.91999816894531,52.29999923706055,50.470001220703125
2020-06-24,49.08000183105469,51.869998931884766,48.560001373291016
2020-06-25,50.380001068115234,50.41999816894531,48.63999938964844
2020-06-26,48.7599983215332,50.41999816894531,48.68999862670898
2020-06-29,49.61000061035156,50.11000061035156,48.29999923706055
2020-06-30,49.5,50.34000015258789,48.970001220703125
2020-07-01,49.09000015258789,49.88999938964844,49.040000915527344
2020-07-02,49.880001068115234,50.9900016784668,49.77999877929688
2020-07-06,53.40999984741211,53.70000076293945,50.5
2020-07-07,53.15999984741211,53.56999969482422,52.34999847412109
2020-07-08,58.060001373291016,58.16999816894531,53.130001068115234
2020-07-09,57.20000076293945,59.56999969482422,55.900001525878906
2020-07-10,57.4900016784668,58.45000076293945,56.34000015258789
2020-07-13,56.209999084472656,59.61000061035156,56.11000061035156
2020-07-14,61.77999877929688,61.83000183105469,55.34999847412109
2020-07-15,60.97999954223633,62.70000076293945,58.9900016784668
2020-07-16,59.02999877929688,60.93000030517578,58.540000915527344
2020-07-17,61.0,61.34000015258789,59.2400016784668
2020-07-20,62.15999984741211,63.68000030517578,60.61000061035156
2020-07-21,60.7400016784668,62.84000015258789,59.88999938964844
2020-07-22,61.150001525878906,61.79999923706055,60.36000061035156
2020-07-23,62.5,63.470001220703125,60.77000045776367
2020-07-24,62.15999984741211,62.369998931884766,60.56999969482422
2020-07-27,62.2599983215332,62.470001220703125,60.2400016784668
2020-07-28,59.68000030517578,62.09000015258789,59.58000183105469
2020-07-29,60.11000061035156,60.84000015258789,59.630001068115234
",
2922,US,technical,"For Qualcomm's Keltner Channel on May 18, 2023, what is the middle value? (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",109.7153,easy,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2023-01-24,130.6999969482422,132.97000122070312,130.14999389648438
2023-01-25,131.1699981689453,131.5399932861328,127.6999969482422
2023-01-26,133.9600067138672,134.85000610351562,131.16000366210938
2023-01-27,133.39999389648438,134.88999938964844,131.4199981689453
2023-01-30,131.6300048828125,132.39999389648438,130.14999389648438
2023-01-31,133.2100067138672,133.63999938964844,131.32000732421875
2023-02-01,138.4600067138672,139.94000244140625,132.67999267578125
2023-02-02,135.85000610351562,139.16000366210938,134.8000030517578
2023-02-03,135.02000427246094,138.39999389648438,128.57000732421875
2023-02-06,132.92999267578125,134.8800048828125,131.86000061035156
2023-02-07,136.6300048828125,137.3800048828125,132.3300018310547
2023-02-08,132.1699981689453,136.27999877929688,131.75999450683594
2023-02-09,130.52999877929688,135.22999572753906,129.9199981689453
2023-02-10,128.99000549316406,129.94000244140625,127.62000274658205
2023-02-13,130.83999633789062,131.42999267578125,128.38999938964844
2023-02-14,132.33999633789062,132.8800048828125,128.36000061035156
2023-02-15,133.07000732421875,133.3300018310547,130.3000030517578
2023-02-16,130.16000366210938,132.58999633789062,129.9499969482422
2023-02-17,127.72000122070312,129.80999755859375,126.95999908447266
2023-02-21,123.6999969482422,127.62000274658205,123.5500030517578
2023-02-22,123.9499969482422,124.97000122070312,122.91999816894533
2023-02-23,126.1999969482422,127.2300033569336,123.66999816894533
2023-02-24,124.33999633789062,124.70999908447266,123.18000030517578
2023-02-27,123.41999816894533,126.5999984741211,123.04000091552734
2023-02-28,123.52999877929688,125.0999984741211,122.91999816894533
2023-03-01,123.68000030517578,125.47000122070312,122.9800033569336
2023-03-02,123.77999877929688,124.26000213623048,120.86000061035156
2023-03-03,123.5999984741211,124.20999908447266,121.66999816894533
2023-03-06,122.41000366210938,125.16999816894533,122.02999877929688
2023-03-07,119.19000244140624,122.5,118.27999877929688
2023-03-08,121.1999969482422,121.75,119.3499984741211
2023-03-09,117.22000122070312,121.91999816894533,116.94000244140624
2023-03-10,115.19000244140624,118.2300033569336,114.52999877929688
2023-03-13,114.43000030517578,116.23999786376952,113.27999877929688
2023-03-14,116.5500030517578,117.05999755859376,113.91999816894533
2023-03-15,115.48999786376952,116.18000030517578,113.13999938964844
2023-03-16,120.51000213623048,120.83000183105467,115.91000366210938
2023-03-17,120.7300033569336,122.87000274658205,119.1500015258789
2023-03-20,121.81999969482422,122.0199966430664,119.80999755859376
2023-03-21,123.8000030517578,125.06999969482422,122.1500015258789
2023-03-22,121.97000122070312,126.23999786376952,121.87000274658205
2023-03-23,124.1500015258789,127.0,122.0999984741211
2023-03-24,124.76000213623048,124.93000030517578,122.25
2023-03-27,123.5999984741211,126.05999755859376,123.31999969482422
2023-03-28,121.33999633789062,123.68000030517578,120.20999908447266
2023-03-29,125.08999633789062,125.95999908447266,123.25
2023-03-30,127.4000015258789,128.19000244140625,126.43000030517578
2023-03-31,127.58000183105467,127.97000122070312,126.29000091552734
2023-04-03,124.73999786376952,127.56999969482422,123.61000061035156
2023-04-04,122.3000030517578,125.22000122070312,121.80999755859376
2023-04-05,123.04000091552734,123.22000122070312,121.25
2023-04-06,123.0,123.8499984741211,121.0500030517578
2023-04-10,124.29000091552734,124.58000183105467,121.68000030517578
2023-04-11,123.56999969482422,125.25,123.16999816894533
2023-04-12,120.2699966430664,124.5,120.1500015258789
2023-04-13,121.12999725341795,121.66000366210938,119.12000274658205
2023-04-14,120.16000366210938,121.91999816894533,118.76000213623048
2023-04-17,119.37999725341795,119.83999633789062,118.16999816894533
2023-04-18,118.36000061035156,120.8000030517578,117.41000366210938
2023-04-19,118.54000091552734,118.69000244140624,116.4499969482422
2023-04-20,118.63999938964844,119.9000015258789,117.12000274658205
2023-04-21,117.76000213623048,118.19000244140624,116.5500030517578
2023-04-24,117.3499984741211,117.83000183105467,116.56999969482422
2023-04-25,114.0500030517578,116.83999633789062,113.68000030517578
2023-04-26,114.16000366210938,115.0999984741211,113.20999908447266
2023-04-27,113.91999816894533,114.30999755859376,112.1500015258789
2023-04-28,116.8000030517578,116.9000015258789,113.7300033569336
2023-05-01,115.83999633789062,117.58000183105467,115.51000213623048
2023-05-02,116.11000061035156,117.05999755859376,114.44000244140624
2023-05-03,112.83000183105467,116.81999969482422,112.5999984741211
2023-05-04,106.58000183105467,107.12000274658205,103.5
2023-05-05,108.77999877929688,109.2699966430664,105.7699966430664
2023-05-08,108.30999755859376,108.83000183105467,106.87000274658205
2023-05-09,105.7699966430664,107.43000030517578,105.3000030517578
2023-05-10,106.45999908447266,107.4800033569336,105.13999938964844
2023-05-11,104.05999755859376,106.51000213623048,103.68000030517578
2023-05-12,103.62000274658205,104.73999786376952,102.61000061035156
2023-05-15,106.27999877929688,106.4000015258789,102.88999938964844
2023-05-16,103.79000091552734,106.4800033569336,103.72000122070312
2023-05-17,104.80999755859376,105.4499969482422,103.58000183105467
2023-05-18,106.95999908447266,107.12000274658205,104.80999755859376
",
2923,US,technical,"What is the value of the upper of Keltner Channel for Brown & Brown on June 18, 2024? (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",91.7241,easy,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2024-02-23,84.23999786376953,84.5999984741211,83.91000366210938
2024-02-26,84.05000305175781,84.7300033569336,84.0199966430664
2024-02-27,84.11000061035156,84.22000122070312,83.13999938964844
2024-02-28,84.77999877929688,84.87000274658203,84.18000030517578
2024-02-29,84.20999908447266,84.83999633789062,83.77999877929688
2024-03-01,83.73999786376953,84.01000213623047,83.1500015258789
2024-03-04,83.94999694824219,84.13999938964844,83.19999694824219
2024-03-05,84.0999984741211,84.20999908447266,83.26000213623047
2024-03-06,85.11000061035156,85.20999908447266,84.05999755859375
2024-03-07,85.8499984741211,86.52999877929688,85.08999633789062
2024-03-08,85.19000244140625,86.02999877929688,84.83000183105469
2024-03-11,84.87999725341797,85.58999633789062,84.68000030517578
2024-03-12,85.9000015258789,86.22000122070312,84.80000305175781
2024-03-13,85.51000213623047,85.7699966430664,84.8499984741211
2024-03-14,84.98999786376953,85.83000183105469,84.51000213623047
2024-03-15,84.94000244140625,85.1500015258789,83.19000244140625
2024-03-18,85.01000213623047,85.48999786376953,84.91000366210938
2024-03-19,85.4800033569336,85.63999938964844,84.83999633789062
2024-03-20,86.69999694824219,87.0,85.54000091552734
2024-03-21,86.04000091552734,86.94999694824219,85.94999694824219
2024-03-22,86.0,86.66000366210938,85.93000030517578
2024-03-25,85.9000015258789,86.19000244140625,85.7300033569336
2024-03-26,86.41999816894531,86.54000091552734,85.58000183105469
2024-03-27,87.26000213623047,87.41999816894531,86.5
2024-03-28,87.54000091552734,87.98999786376953,87.19000244140625
2024-04-01,86.31999969482422,87.30999755859375,86.30000305175781
2024-04-02,85.51000213623047,86.9800033569336,85.33999633789062
2024-04-03,85.48999786376953,86.0999984741211,85.3499984741211
2024-04-04,83.94000244140625,86.06999969482422,83.7699966430664
2024-04-05,85.1500015258789,85.56999969482422,83.97000122070312
2024-04-08,85.51000213623047,86.04000091552734,84.91999816894531
2024-04-09,84.55999755859375,85.76000213623047,83.70999908447266
2024-04-10,83.5999984741211,84.30000305175781,83.43000030517578
2024-04-11,82.6500015258789,83.30000305175781,82.27999877929688
2024-04-12,81.9000015258789,83.05000305175781,81.58999633789062
2024-04-15,81.02999877929688,83.12999725341797,81.01000213623047
2024-04-16,80.91999816894531,81.69999694824219,80.9000015258789
2024-04-17,80.62000274658203,81.3499984741211,80.33000183105469
2024-04-18,81.12999725341797,81.86000061035156,80.88999938964844
2024-04-19,82.16999816894531,82.19000244140625,81.1500015258789
2024-04-22,82.5,83.20999908447266,82.33999633789062
2024-04-23,82.93000030517578,83.5,81.48999786376953
2024-04-24,82.12999725341797,82.87999725341797,81.69000244140625
2024-04-25,82.27999877929688,82.6500015258789,81.5
2024-04-26,81.45999908447266,82.1500015258789,80.87000274658203
2024-04-29,81.54000091552734,81.7699966430664,80.91000366210938
2024-04-30,81.54000091552734,82.12999725341797,81.06999969482422
2024-05-01,82.69999694824219,83.61000061035156,81.56999969482422
2024-05-02,82.8499984741211,83.20999908447266,82.27999877929688
2024-05-03,83.5,83.63999938964844,81.79000091552734
2024-05-06,84.20999908447266,84.47000122070312,83.5999984741211
2024-05-07,85.23999786376953,85.33000183105469,84.47000122070312
2024-05-08,84.80999755859375,85.81999969482422,84.76000213623047
2024-05-09,85.61000061035156,85.7300033569336,84.52999877929688
2024-05-10,87.06999969482422,87.43000030517578,85.88999938964844
2024-05-13,87.47000122070312,87.7699966430664,87.0199966430664
2024-05-14,88.44999694824219,88.51000213623047,87.06999969482422
2024-05-15,88.69999694824219,88.97000122070312,88.1500015258789
2024-05-16,89.4000015258789,89.9800033569336,88.98999786376953
2024-05-17,89.83000183105469,89.87000274658203,89.25
2024-05-20,89.86000061035156,89.91000366210938,89.33999633789062
2024-05-21,89.8499984741211,90.5,89.83999633789062
2024-05-22,91.16000366210938,91.6999969482422,89.9000015258789
2024-05-23,89.11000061035156,91.18000030517578,88.98999786376953
2024-05-24,89.36000061035156,89.51000213623047,89.04000091552734
2024-05-28,87.58000183105469,89.18000030517578,87.47000122070312
2024-05-29,86.31999969482422,87.19000244140625,86.2699966430664
2024-05-30,87.75,88.01000213623047,85.97000122070312
2024-05-31,89.51000213623047,89.6500015258789,87.87999725341797
2024-06-03,88.88999938964844,89.83999633789062,88.08999633789062
2024-06-04,89.9000015258789,89.98999786376953,88.66000366210938
2024-06-05,90.0,90.1500015258789,88.8499984741211
2024-06-06,89.52999877929688,90.47000122070312,88.87999725341797
2024-06-07,90.27999877929688,90.68000030517578,89.66000366210938
2024-06-10,89.63999938964844,90.41999816894533,89.18000030517578
2024-06-11,89.62000274658203,89.69000244140625,88.68000030517578
2024-06-12,90.47000122070312,90.69000244140624,89.0999984741211
2024-06-13,90.5199966430664,90.8000030517578,89.62000274658203
2024-06-14,90.08000183105467,90.5,89.73999786376953
2024-06-17,92.0,92.12000274658205,89.72000122070312
2024-06-18,92.41000366210938,93.0500030517578,91.87000274658205
",
2924,US,technical,"Calculate the Keltner Channel middle channel value for Southwest Airlines on November 11, 2025. (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.8225,easy,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2025-07-21,36.86000061035156,37.27999877929688,36.560001373291016
2025-07-22,37.16999816894531,37.41999816894531,36.84999847412109
2025-07-23,37.43999862670898,37.84999847412109,37.34999847412109
2025-07-24,33.2599983215332,36.25,32.400001525878906
2025-07-25,33.209999084472656,33.38999938964844,32.619998931884766
2025-07-28,32.52000045776367,33.060001373291016,32.119998931884766
2025-07-29,31.100000381469727,32.84000015258789,31.09000015258789
2025-07-30,30.709999084472656,31.36000061035156,30.450000762939453
2025-07-31,30.93000030517578,31.290000915527344,30.3700008392334
2025-08-01,29.799999237060547,30.309999465942383,29.34000015258789
2025-08-04,29.75,30.18000030517578,29.61000061035156
2025-08-05,29.920000076293945,30.229999542236328,29.540000915527344
2025-08-06,29.709999084472656,30.239999771118164,29.559999465942383
2025-08-07,29.559999465942383,30.06999969482422,29.36000061035156
2025-08-08,29.6200008392334,30.01000022888184,29.5
2025-08-11,29.059999465942383,29.93000030517578,28.979999542236328
2025-08-12,30.71999931335449,30.8799991607666,29.32999992370605
2025-08-13,30.96999931335449,31.149999618530277,30.399999618530277
2025-08-14,30.700000762939453,30.81999969482422,30.21999931335449
2025-08-15,31.5,31.770000457763672,30.75
2025-08-18,31.309999465942383,31.420000076293945,31.020000457763672
2025-08-19,31.59000015258789,31.71999931335449,31.21999931335449
2025-08-20,31.18000030517578,31.65999984741211,31.100000381469727
2025-08-21,31.06999969482422,31.11000061035156,30.549999237060547
2025-08-22,32.77000045776367,32.869998931884766,31.21999931335449
2025-08-25,32.52000045776367,32.790000915527344,32.41999816894531
2025-08-26,33.400001525878906,33.5099983215332,32.4900016784668
2025-08-27,33.189998626708984,33.63999938964844,33.029998779296875
2025-08-28,32.97999954223633,33.349998474121094,32.54999923706055
2025-08-29,32.900001525878906,33.06999969482422,32.630001068115234
2025-09-02,32.25,32.939998626708984,31.709999084472656
2025-09-03,32.33000183105469,33.349998474121094,32.119998931884766
2025-09-04,31.1200008392334,32.68000030517578,30.899999618530277
2025-09-05,31.38999938964844,31.86000061035156,30.989999771118164
2025-09-08,31.709999084472656,31.86000061035156,31.200000762939453
2025-09-09,30.989999771118164,31.68000030517578,30.63999938964844
2025-09-10,31.11000061035156,31.43000030517578,30.57999992370605
2025-09-11,31.71999931335449,31.84000015258789,30.600000381469727
2025-09-12,31.65999984741211,32.459999084472656,31.540000915527344
2025-09-15,31.43000030517578,31.790000915527344,31.190000534057617
2025-09-16,31.56999969482422,31.709999084472656,30.709999084472656
2025-09-17,32.119998931884766,32.630001068115234,31.559999465942383
2025-09-18,32.27000045776367,32.400001525878906,31.63999938964844
2025-09-19,32.52000045776367,32.75,31.979999542236328
2025-09-22,32.29999923706055,32.45000076293945,31.90999984741211
2025-09-23,33.34000015258789,33.40999984741211,32.2400016784668
2025-09-24,33.060001373291016,33.900001525878906,32.970001220703125
2025-09-25,31.93000030517578,32.880001068115234,31.65999984741211
2025-09-26,32.529998779296875,32.599998474121094,32.0
2025-09-29,32.7599983215332,33.060001373291016,32.40999984741211
2025-09-30,31.90999984741211,32.88999938964844,30.770000457763672
2025-10-01,32.279998779296875,32.54999923706055,31.809999465942383
2025-10-02,32.310001373291016,32.58000183105469,31.84000015258789
2025-10-03,32.52000045776367,33.4900016784668,32.5099983215332
2025-10-06,32.58000183105469,32.709999084472656,31.770000457763672
2025-10-07,32.38999938964844,32.7599983215332,32.09000015258789
2025-10-08,32.45000076293945,32.70000076293945,32.11000061035156
2025-10-09,31.68000030517578,33.72999954223633,31.46999931335449
2025-10-10,31.290000915527344,32.630001068115234,31.059999465942383
2025-10-13,31.899999618530277,32.31999969482422,31.559999465942383
2025-10-14,33.41999816894531,33.630001068115234,31.420000076293945
2025-10-15,33.560001373291016,33.880001068115234,33.25
2025-10-16,33.290000915527344,34.04999923706055,32.84000015258789
2025-10-17,33.52000045776367,33.79999923706055,33.189998626708984
2025-10-20,34.43000030517578,34.66999816894531,33.599998474121094
2025-10-21,34.68000030517578,34.97999954223633,34.060001373291016
2025-10-22,33.7599983215332,34.75,33.43000030517578
2025-10-23,31.649999618530277,33.150001525878906,31.020000457763672
2025-10-24,32.20000076293945,32.43000030517578,31.3799991607666
2025-10-27,32.25,32.7400016784668,31.8700008392334
2025-10-28,31.09000015258789,32.18000030517578,31.030000686645508
2025-10-29,30.65999984741211,31.1299991607666,30.459999084472656
2025-10-30,30.09000015258789,30.770000457763672,30.049999237060547
2025-10-31,30.299999237060547,30.38999938964844,29.920000076293945
2025-11-03,30.43000030517578,30.76000022888184,29.75
2025-11-04,29.670000076293945,30.170000076293945,29.26000022888184
2025-11-05,31.6200008392334,31.649999618530277,29.799999237060547
2025-11-06,31.51000022888184,31.96999931335449,31.049999237060547
2025-11-07,32.45000076293945,32.470001220703125,30.850000381469727
2025-11-10,32.65999984741211,33.58000183105469,32.470001220703125
2025-11-11,31.989999771118164,32.79999923706055,31.790000915527344
",
2925,US,technical,"What is the lower channel value of Moving Average Envelope for Omnicom Group on December 05, 2022? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",69.3149,easy,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close
2022-11-07,72.86000061035156
2022-11-08,74.0999984741211
2022-11-09,73.36000061035156
2022-11-10,75.11000061035156
2022-11-11,77.51000213623047
2022-11-14,76.38999938964844
2022-11-15,77.0
2022-11-16,76.18000030517578
2022-11-17,76.2300033569336
2022-11-18,77.19999694824219
2022-11-21,76.56999969482422
2022-11-22,78.0999984741211
2022-11-23,78.19000244140625
2022-11-25,79.1500015258789
2022-11-28,78.1500015258789
2022-11-29,78.76000213623047
2022-11-30,79.76000213623047
2022-12-01,79.86000061035156
2022-12-02,78.6500015258789
2022-12-05,77.19999694824219
",
2926,US,technical,"On May 11, 2020, what is the Moving Average Envelope lower channel value for McKesson Corporation? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",123.8297,easy,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close
2020-04-14,137.66000366210938
2020-04-15,137.97999572753906
2020-04-16,138.11000061035156
2020-04-17,141.61000061035156
2020-04-20,140.49000549316406
2020-04-21,132.44000244140625
2020-04-22,135.22000122070312
2020-04-23,136.57000732421875
2020-04-24,139.94000244140625
2020-04-27,143.27999877929688
2020-04-28,140.36000061035156
2020-04-29,140.25999450683594
2020-04-30,141.25
2020-05-01,134.6999969482422
2020-05-04,135.67999267578125
2020-05-05,133.5500030517578
2020-05-06,131.86000061035156
2020-05-07,134.5800018310547
2020-05-08,135.97000122070312
2020-05-11,140.25999450683594
",
2927,US,technical,"For Chevron Corporation's Moving Average Envelope on October 18, 2024, what is the upper value? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",163.7955,easy,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close
2024-09-23,147.5399932861328
2024-09-24,147.4499969482422
2024-09-25,143.97000122070312
2024-09-26,141.99000549316406
2024-09-27,145.49000549316406
2024-09-30,147.27000427246094
2024-10-01,149.6999969482422
2024-10-02,150.9499969482422
2024-10-03,151.25
2024-10-04,150.74000549316406
2024-10-07,151.1199951171875
2024-10-08,148.75
2024-10-09,149.64999389648438
2024-10-10,150.6199951171875
2024-10-11,151.4199981689453
2024-10-14,151.77999877929688
2024-10-15,147.72999572753906
2024-10-16,148.72999572753906
2024-10-17,151.1999969482422
2024-10-18,150.75
",
2928,US,technical,"What is the value of the middle of Moving Average Envelope for Micron Technology on May 15, 2020? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.4185,easy,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close
2020-04-20,43.400001525878906
2020-04-21,41.40999984741211
2020-04-22,43.90999984741211
2020-04-23,43.77000045776367
2020-04-24,44.15999984741211
2020-04-27,45.27999877929688
2020-04-28,45.310001373291016
2020-04-29,49.83000183105469
2020-04-30,47.88999938964844
2020-05-01,45.060001373291016
2020-05-04,44.459999084472656
2020-05-05,45.40999984741211
2020-05-06,46.08000183105469
2020-05-07,46.59000015258789
2020-05-08,48.25
2020-05-11,48.20000076293945
2020-05-12,45.68999862670898
2020-05-13,43.52999877929688
2020-05-14,45.72999954223633
2020-05-15,44.40999984741211
",
2929,US,technical,"Calculate the Moving Average Envelope upper channel value for Williams-Sonoma on April 21, 2020. (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.2873,easy,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close
2020-03-24,21.2450008392334
2020-03-25,21.8700008392334
2020-03-26,21.96500015258789
2020-03-27,21.024999618530277
2020-03-30,21.684999465942383
2020-03-31,21.26000022888184
2020-04-01,18.799999237060547
2020-04-02,19.024999618530277
2020-04-03,19.09499931335449
2020-04-06,23.174999237060547
2020-04-07,22.565000534057617
2020-04-08,23.82999992370605
2020-04-09,25.540000915527344
2020-04-13,25.674999237060547
2020-04-14,26.71999931335449
2020-04-15,24.625
2020-04-16,24.299999237060547
2020-04-17,25.81999969482422
2020-04-20,25.38500022888184
2020-04-21,26.165000915527344
",
2930,US,technical,"What is the upper channel value of Donchian Channel for NVR on March 20, 2024? (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7981.3701,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low
2024-02-22,7540.2099609375,7442.4599609375
2024-02-23,7615.0,7530.0
2024-02-26,7628.5400390625,7569.56005859375
2024-02-27,7635.0,7506.1298828125
2024-02-28,7605.64990234375,7532.0
2024-02-29,7700.0,7570.10009765625
2024-03-01,7712.0,7531.02001953125
2024-03-04,7776.169921875,7651.830078125
2024-03-05,7770.0,7583.6201171875
2024-03-06,7754.0,7634.27978515625
2024-03-07,7825.0,7679.60009765625
2024-03-08,7761.259765625,7633.419921875
2024-03-11,7655.7998046875,7537.10986328125
2024-03-12,7772.9501953125,7547.06982421875
2024-03-13,7820.0,7721.47021484375
2024-03-14,7840.0,7511.5498046875
2024-03-15,7671.22998046875,7499.0498046875
2024-03-18,7683.27001953125,7526.7900390625
2024-03-19,7819.64990234375,7647.580078125
2024-03-20,7981.3701171875,7783.2099609375
",
2931,US,technical,"On January 13, 2020, what is the Donchian Channel lower channel value for Leidos? (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",90.03,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low
2019-12-13,92.04000091552734,90.02999877929688
2019-12-16,92.5,91.4000015258789
2019-12-17,92.04000091552734,90.98999786376952
2019-12-18,96.0999984741211,93.36000061035156
2019-12-19,96.5500030517578,94.36000061035156
2019-12-20,98.02999877929688,96.2699966430664
2019-12-23,98.66000366210938,97.2300033569336
2019-12-24,98.33999633789062,97.56999969482422
2019-12-26,98.76000213623048,97.9499969482422
2019-12-27,98.72000122070312,97.56999969482422
2019-12-30,98.22000122070312,97.12999725341795
2019-12-31,98.70999908447266,97.56999969482422
2020-01-02,98.63999938964844,97.81999969482422
2020-01-03,99.87000274658205,97.41000366210938
2020-01-06,100.44000244140624,98.68000030517578
2020-01-07,100.7699966430664,99.6999969482422
2020-01-08,101.08000183105467,99.80999755859376
2020-01-09,101.45999908447266,99.75
2020-01-10,101.62999725341795,100.93000030517578
2020-01-13,101.81999969482422,100.83000183105467
",
2932,US,technical,"For Cummins's Donchian Channel on December 17, 2025, what is the middle value? (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",491.75,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low
2025-11-19,475.7699890136719,464.9200134277344
2025-11-20,483.5700073242188,462.8999938964844
2025-11-21,476.3399963378906,457.0
2025-11-24,490.3399963378906,476.9800109863281
2025-11-25,495.1099853515625,482.6300048828125
2025-11-26,499.8699951171875,492.2200012207031
2025-11-28,500.1700134277344,495.3399963378906
2025-12-01,501.4700012207031,493.5
2025-12-02,504.2900085449219,496.1000061035156
2025-12-03,508.3699951171875,496.3399963378906
2025-12-04,515.6400146484375,506.25
2025-12-05,514.4299926757812,506.4400024414063
2025-12-08,515.8300170898438,505.8399963378906
2025-12-09,508.1000061035156,499.2799987792969
2025-12-10,526.5,499.2799987792969
2025-12-11,524.3800048828125,513.489990234375
2025-12-12,525.47998046875,504.1000061035156
2025-12-15,518.739990234375,507.0299987792969
2025-12-16,520.0499877929688,511.30999755859375
2025-12-17,518.739990234375,495.489990234375
",
2933,US,technical,"What is the value of the lower of Donchian Channel for Williams-Sonoma on January 13, 2021? (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",49.375,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low
2020-12-15,55.25,53.41999816894531
2020-12-16,56.459999084472656,54.869998931884766
2020-12-17,57.07500076293945,55.92499923706055
2020-12-18,56.77000045776367,54.650001525878906
2020-12-21,54.7400016784668,53.4900016784668
2020-12-22,54.90999984741211,53.41999816894531
2020-12-23,54.375,53.54499816894531
2020-12-24,54.27999877929688,53.52000045776367
2020-12-28,54.290000915527344,51.75
2020-12-29,52.72999954223633,51.28499984741211
2020-12-30,53.255001068115234,51.57500076293945
2020-12-31,51.720001220703125,50.8849983215332
2021-01-04,52.90499877929688,49.375
2021-01-05,52.47499847412109,50.72499847412109
2021-01-06,53.935001373291016,51.5
2021-01-07,54.959999084472656,53.619998931884766
2021-01-08,55.18999862670898,53.18000030517578
2021-01-11,56.68999862670898,53.42499923706055
2021-01-12,59.185001373291016,55.75
2021-01-13,61.994998931884766,59.40499877929688
",
2934,US,technical,"Calculate the Donchian Channel upper channel value for Vistra Corp. on September 01, 2022. (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.12,easy,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low
2022-08-05,25.729999542236328,24.309999465942383
2022-08-08,25.44499969482422,24.559999465942383
2022-08-09,24.809999465942383,24.31999969482422
2022-08-10,25.21999931335449,24.854999542236328
2022-08-11,25.780000686645508,25.225000381469727
2022-08-12,25.90999984741211,25.524999618530277
2022-08-15,25.989999771118164,25.350000381469727
2022-08-16,26.0,25.690000534057617
2022-08-17,25.809999465942383,25.440000534057617
2022-08-18,26.1200008392334,25.530000686645508
2022-08-19,25.780000686645508,25.13999938964844
2022-08-22,24.93000030517578,24.59000015258789
2022-08-23,24.950000762939453,24.459999084472656
2022-08-24,25.299999237060547,24.3700008392334
2022-08-25,25.96999931335449,25.1200008392334
2022-08-26,25.709999084472656,24.920000076293945
2022-08-29,24.84000015258789,24.399999618530277
2022-08-30,24.975000381469727,24.18000030517578
2022-08-31,24.799999237060547,24.0049991607666
2022-09-01,25.01000022888184,24.584999084472656
",
2935,US,technical,"What is the upper channel value of SuperTrend for Ford Motor Company on September 01, 2020? (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.821,easy,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2020-06-22,6.28000020980835,6.130000114440918,6.28000020980835
2020-06-23,6.380000114440918,6.139999866485596,6.150000095367432
2020-06-24,6.119999885559082,5.860000133514404,5.949999809265137
2020-06-25,6.050000190734863,5.800000190734863,6.03000020980835
2020-06-26,6.070000171661377,5.809999942779541,5.909999847412109
2020-06-29,6.070000171661377,5.809999942779541,6.010000228881836
2020-06-30,6.099999904632568,5.900000095367432,6.079999923706055
2020-07-01,6.179999828338623,5.949999809265137,5.980000019073486
2020-07-02,6.170000076293945,6.0,6.050000190734863
2020-07-06,6.199999809265137,6.110000133514404,6.190000057220459
2020-07-07,6.199999809265137,6.090000152587891,6.119999885559082
2020-07-08,6.179999828338623,6.050000190734863,6.090000152587891
2020-07-09,6.099999904632568,5.820000171661377,5.840000152587891
2020-07-10,6.099999904632568,5.739999771118164,6.099999904632568
2020-07-13,6.21999979019165,6.050000190734863,6.059999942779541
2020-07-14,6.389999866485596,6.079999923706055,6.360000133514404
2020-07-15,6.78000020980835,6.519999980926514,6.739999771118164
2020-07-16,6.900000095367432,6.630000114440918,6.860000133514404
2020-07-17,6.909999847412109,6.730000019073486,6.800000190734863
2020-07-20,6.849999904632568,6.579999923706055,6.659999847412109
2020-07-21,6.809999942779541,6.639999866485596,6.679999828338623
2020-07-22,6.880000114440918,6.610000133514404,6.840000152587891
2020-07-23,7.059999942779541,6.800000190734863,6.980000019073486
2020-07-24,7.010000228881836,6.860000133514404,6.880000114440918
2020-07-27,6.940000057220459,6.769999980926514,6.929999828338623
2020-07-28,7.050000190734863,6.900000095367432,7.010000228881836
2020-07-29,7.059999942779541,6.829999923706055,6.920000076293945
2020-07-30,6.829999923706055,6.670000076293945,6.739999771118164
2020-07-31,6.900000095367432,6.519999980926514,6.610000133514404
2020-08-03,6.71999979019165,6.53000020980835,6.690000057220459
2020-08-04,6.909999847412109,6.730000019073486,6.860000133514404
2020-08-05,7.03000020980835,6.860000133514404,6.960000038146973
2020-08-06,7.0,6.889999866485596,6.929999828338623
2020-08-07,6.920000076293945,6.789999961853027,6.860000133514404
2020-08-10,7.130000114440918,6.909999847412109,7.090000152587891
2020-08-11,7.380000114440918,7.190000057220459,7.230000019073486
2020-08-12,7.369999885559082,7.059999942779541,7.110000133514404
2020-08-13,7.179999828338623,7.0,7.03000020980835
2020-08-14,7.110000133514404,6.929999828338623,7.039999961853027
2020-08-17,7.059999942779541,6.869999885559082,6.980000019073486
2020-08-18,7.010000228881836,6.889999866485596,6.889999866485596
2020-08-19,7.019999980926514,6.860000133514404,6.869999885559082
2020-08-20,6.889999866485596,6.730000019073486,6.840000152587891
2020-08-21,6.849999904632568,6.650000095367432,6.659999847412109
2020-08-24,7.0,6.690000057220459,6.980000019073486
2020-08-25,7.099999904632568,6.860000133514404,6.940000057220459
2020-08-26,6.96999979019165,6.769999980926514,6.820000171661377
2020-08-27,6.980000019073486,6.829999923706055,6.909999847412109
2020-08-28,6.949999809265137,6.860000133514404,6.940000057220459
2020-08-31,6.929999828338623,6.789999961853027,6.820000171661377
2020-09-01,6.869999885559082,6.71999979019165,6.829999923706055
",
2936,US,technical,"On January 03, 2020, what is the SuperTrend lower channel value for Advanced Micro Devices? (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",43.8765,easy,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2019-10-22,32.150001525878906,31.5,31.51000022888184
2019-10-23,31.649999618530277,30.82999992370605,31.36000061035156
2019-10-24,31.86000061035156,31.34000015258789,31.71999931335449
2019-10-25,32.86000061035156,31.82999992370605,32.709999084472656
2019-10-28,33.90999984741211,33.150001525878906,33.689998626708984
2019-10-29,33.900001525878906,32.70000076293945,33.029998779296875
2019-10-30,33.34000015258789,32.029998779296875,33.130001068115234
2019-10-31,34.34000015258789,32.81999969482422,33.93000030517578
2019-11-01,35.0,34.099998474121094,34.88999938964844
2019-11-04,36.45000076293945,34.7599983215332,36.290000915527344
2019-11-05,37.18000030517578,35.97999954223633,36.150001525878906
2019-11-06,36.47999954223633,35.52000045776367,35.93000030517578
2019-11-07,36.9900016784668,36.02999877929688,36.27999877929688
2019-11-08,36.58000183105469,36.0,36.290000915527344
2019-11-11,36.65999984741211,35.58000183105469,36.310001373291016
2019-11-12,37.130001068115234,36.400001525878906,36.709999084472656
2019-11-13,37.959999084472656,36.58000183105469,37.52000045776367
2019-11-14,38.5,37.36000061035156,38.34999847412109
2019-11-15,39.369998931884766,38.34000015258789,38.560001373291016
2019-11-18,39.9900016784668,38.59999847412109,39.880001068115234
2019-11-19,41.790000915527344,39.68999862670898,41.290000915527344
2019-11-20,41.75,40.06999969482422,40.97999954223633
2019-11-21,40.709999084472656,38.63999938964844,39.52000045776367
2019-11-22,39.88999938964844,38.18999862670898,39.150001525878906
2019-11-25,40.16999816894531,39.4900016784668,39.790000915527344
2019-11-26,39.47999954223633,38.810001373291016,38.9900016784668
2019-11-27,39.7599983215332,39.06999969482422,39.40999984741211
2019-11-29,39.52000045776367,39.02000045776367,39.150001525878906
2019-12-02,39.40999984741211,38.43999862670898,38.72999954223633
2019-12-03,38.93000030517578,37.150001525878906,38.900001525878906
2019-12-04,39.81999969482422,39.130001068115234,39.68999862670898
2019-12-05,40.220001220703125,39.54999923706055,39.619998931884766
2019-12-06,40.18999862670898,39.560001373291016,39.630001068115234
2019-12-09,39.84000015258789,38.90999984741211,38.93000030517578
2019-12-10,39.72999954223633,38.81999969482422,39.43999862670898
2019-12-11,39.61000061035156,39.040000915527344,39.470001220703125
2019-12-12,42.619998931884766,39.25,42.59000015258789
2019-12-13,42.95000076293945,41.060001373291016,41.150001525878906
2019-12-16,42.97999954223633,41.72999954223633,42.34999847412109
2019-12-17,43.11000061035156,42.150001525878906,42.77000045776367
2019-12-18,43.060001373291016,42.2400016784668,42.29999923706055
2019-12-19,43.34000015258789,42.59999847412109,42.83000183105469
2019-12-20,44.2599983215332,43.2599983215332,44.150001525878906
2019-12-23,45.630001068115234,44.38999938964844,45.459999084472656
2019-12-24,46.61000061035156,45.77000045776367,46.540000915527344
2019-12-26,47.310001373291016,45.65999984741211,46.630001068115234
2019-12-27,46.880001068115234,45.97999954223633,46.18000030517578
2019-12-30,46.16999816894531,44.65999984741211,45.52000045776367
2019-12-31,46.09000015258789,44.91999816894531,45.86000061035156
2020-01-02,49.25,46.630001068115234,49.09999847412109
2020-01-03,49.38999938964844,47.540000915527344,48.59999847412109
",
2937,US,technical,"For Verisign's SuperTrend on August 29, 2025, what is the upper value? (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",284.5996,easy,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2025-06-18,284.44000244140625,279.760009765625,281.1600036621094
2025-06-20,283.0400085449219,278.3599853515625,280.7300109863281
2025-06-23,283.8599853515625,279.1000061035156,282.8900146484375
2025-06-24,285.2099914550781,280.7699890136719,285.0299987792969
2025-06-25,284.6000061035156,281.9100036621094,282.44000244140625
2025-06-26,284.2200012207031,280.7900085449219,283.2099914550781
2025-06-27,288.3399963378906,282.0,287.67999267578125
2025-06-30,290.3800048828125,286.8699951171875,288.79998779296875
2025-07-01,290.3699951171875,283.6499938964844,289.0799865722656
2025-07-02,287.510009765625,277.0,282.0199890136719
2025-07-03,286.57000732421875,281.9700012207031,286.32000732421875
2025-07-07,289.0,285.989990234375,287.489990234375
2025-07-08,287.3099975585937,281.1000061035156,286.8500061035156
2025-07-09,291.5400085449219,284.79998779296875,289.760009765625
2025-07-10,289.9599914550781,284.20001220703125,285.2900085449219
2025-07-11,284.6300048828125,280.44000244140625,281.3900146484375
2025-07-14,285.0,281.0,282.8099975585937
2025-07-15,282.8399963378906,280.239990234375,281.489990234375
2025-07-16,283.3999938964844,278.7099914550781,283.2699890136719
2025-07-17,283.2900085449219,279.29998779296875,280.8599853515625
2025-07-18,283.67999267578125,279.1600036621094,283.42999267578125
2025-07-21,285.739990234375,281.2099914550781,284.1700134277344
2025-07-22,288.3699951171875,283.2900085449219,287.9200134277344
2025-07-23,289.95001220703125,283.8900146484375,289.3599853515625
2025-07-24,289.989990234375,286.3900146484375,286.6700134277344
2025-07-25,308.0,288.1199951171875,305.7900085449219
2025-07-28,310.6000061035156,304.8399963378906,305.9800109863281
2025-07-29,288.0,273.260009765625,277.4700012207031
2025-07-30,277.25,263.94000244140625,266.9800109863281
2025-07-31,269.1199951171875,264.7099914550781,268.8699951171875
2025-08-01,268.8299865722656,264.04998779296875,265.3699951171875
2025-08-04,268.70001220703125,262.5599975585937,268.2900085449219
2025-08-05,270.5,263.9200134277344,268.2300109863281
2025-08-06,273.3800048828125,266.1199951171875,273.2200012207031
2025-08-07,275.4100036621094,270.6700134277344,273.989990234375
2025-08-08,275.9200134277344,269.8299865722656,271.8900146484375
2025-08-11,273.7799987792969,267.0400085449219,267.4200134277344
2025-08-12,267.4200134277344,261.8800048828125,263.0199890136719
2025-08-13,268.8900146484375,261.2300109863281,267.5
2025-08-14,267.70001220703125,264.29998779296875,266.82000732421875
2025-08-15,270.8699951171875,266.0,269.8900146484375
2025-08-18,270.8500061035156,266.1000061035156,267.6499938964844
2025-08-19,269.6000061035156,266.2200012207031,269.2300109863281
2025-08-20,271.8099975585937,268.2900085449219,271.4200134277344
2025-08-21,273.17999267578125,270.010009765625,272.239990234375
2025-08-22,273.5,267.8699951171875,269.54998779296875
2025-08-25,271.6400146484375,266.17999267578125,266.3900146484375
2025-08-26,270.25,265.8699951171875,269.989990234375
2025-08-27,273.0,270.4700012207031,272.3699951171875
2025-08-28,273.8099975585937,271.4599914550781,272.0
2025-08-29,273.3800048828125,270.9700012207031,273.3699951171875
",
2938,US,technical,"What is the value of the middle of SuperTrend for Deckers Brands on May 15, 2025? (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",126.325,easy,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2025-03-05,137.5,134.25999450683594,136.08999633789062
2025-03-06,137.22999572753906,130.75999450683594,131.92999267578125
2025-03-07,131.0,122.62000274658205,126.72000122070312
2025-03-10,124.8000030517578,119.3000030517578,121.11000061035156
2025-03-11,124.79000091552734,119.80999755859376,120.52999877929688
2025-03-12,126.3499984741211,121.25,121.58000183105467
2025-03-13,121.56999969482422,115.05999755859376,117.04000091552734
2025-03-14,120.38999938964844,117.16999816894533,118.68000030517578
2025-03-17,118.97000122070312,115.5,117.4800033569336
2025-03-18,117.95999908447266,115.0,115.3000030517578
2025-03-19,119.97000122070312,115.98999786376952,119.0500030517578
2025-03-20,119.83000183105467,115.5999984741211,115.66999816894533
2025-03-21,118.33000183105467,112.0999984741211,117.86000061035156
2025-03-24,125.36000061035156,120.36000061035156,124.68000030517578
2025-03-25,125.70999908447266,122.58000183105467,122.97000122070312
2025-03-26,122.79000091552734,117.54000091552734,118.16000366210938
2025-03-27,119.47000122070312,115.22000122070312,116.9499969482422
2025-03-28,115.31999969482422,110.75,111.55999755859376
2025-03-31,112.11000061035156,107.37000274658205,111.80999755859376
2025-04-01,114.62999725341795,111.0999984741211,113.3499984741211
2025-04-02,119.19000244140624,111.44000244140624,117.9800033569336
2025-04-03,102.87000274658205,96.8000030517578,100.87999725341795
2025-04-04,108.61000061035156,93.72000122070312,106.0199966430664
2025-04-07,109.29000091552734,99.0,106.12999725341795
2025-04-08,110.73999786376952,100.37000274658205,101.87999725341795
2025-04-09,118.63999938964844,101.04000091552734,116.05999755859376
2025-04-10,113.41999816894533,106.33000183105467,109.62999725341795
2025-04-11,109.86000061035156,105.54000091552734,109.0500030517578
2025-04-14,113.3000030517578,105.7300033569336,107.1500015258789
2025-04-15,107.1999969482422,103.1500015258789,104.18000030517578
2025-04-16,105.1500015258789,101.69000244140624,103.0199966430664
2025-04-17,105.94000244140624,103.0199966430664,105.66999816894533
2025-04-21,104.27999877929688,100.26000213623048,103.5500030517578
2025-04-22,107.5199966430664,104.16000366210938,106.41999816894533
2025-04-23,113.0,106.2699966430664,106.66000366210938
2025-04-24,112.33000183105467,106.9800033569336,110.6500015258789
2025-04-25,110.56999969482422,108.33000183105467,109.19000244140624
2025-04-28,110.51000213623048,107.22000122070312,109.1500015258789
2025-04-29,112.13999938964844,108.4000015258789,111.69000244140624
2025-04-30,111.5199966430664,108.04000091552734,110.83000183105467
2025-05-01,112.70999908447266,110.5,111.12999725341795
2025-05-02,118.0,113.87000274658205,116.94000244140624
2025-05-05,120.58000183105467,117.86000061035156,118.33000183105467
2025-05-06,118.4499969482422,115.0999984741211,117.06999969482422
2025-05-07,121.41999816894533,117.55999755859376,120.86000061035156
2025-05-08,127.66999816894533,123.51000213623048,125.62000274658205
2025-05-09,125.73999786376952,120.88999938964844,121.06999969482422
2025-05-12,133.42999267578125,123.83000183105467,126.08000183105467
2025-05-13,130.41000366210938,127.37000274658205,129.3699951171875
2025-05-14,131.52000427246094,126.6999969482422,127.36000061035156
2025-05-15,127.48999786376952,125.16000366210938,126.94000244140624
",
2939,US,technical,"Calculate the SuperTrend middle channel value for Corning Inc. on December 23, 2021. (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",36.74,easy,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2021-10-13,36.91999816894531,36.22999954223633,36.84999847412109
2021-10-14,37.88999938964844,37.09999847412109,37.68999862670898
2021-10-15,38.2599983215332,37.75,37.95000076293945
2021-10-18,38.0099983215332,37.43000030517578,37.81999969482422
2021-10-19,38.18999862670898,37.720001220703125,37.90999984741211
2021-10-20,38.5099983215332,37.86000061035156,38.33000183105469
2021-10-21,38.4900016784668,37.9900016784668,38.459999084472656
2021-10-22,38.650001525878906,37.93000030517578,38.22999954223633
2021-10-25,38.900001525878906,38.16999816894531,38.61000061035156
2021-10-26,36.93000030517578,36.02999877929688,36.58000183105469
2021-10-27,36.70000076293945,35.2400016784668,35.38999938964844
2021-10-28,35.95000076293945,35.380001068115234,35.63999938964844
2021-10-29,36.0099983215332,35.40999984741211,35.56999969482422
2021-11-01,36.59000015258789,35.529998779296875,36.43999862670898
2021-11-02,37.02999877929688,36.33000183105469,36.959999084472656
2021-11-03,37.2400016784668,36.7400016784668,37.060001373291016
2021-11-04,37.13999938964844,36.41999816894531,36.66999816894531
2021-11-05,38.54999923706055,36.88999938964844,38.34000015258789
2021-11-08,38.81999969482422,38.150001525878906,38.470001220703125
2021-11-09,38.93999862670898,38.18999862670898,38.220001220703125
2021-11-10,38.27999877929688,37.65999984741211,37.869998931884766
2021-11-11,38.58000183105469,37.81999969482422,38.2599983215332
2021-11-12,39.27999877929688,38.27999877929688,39.119998931884766
2021-11-15,39.2400016784668,38.59999847412109,38.70000076293945
2021-11-16,39.04999923706055,38.56999969482422,38.650001525878906
2021-11-17,38.68999862670898,38.02000045776367,38.20000076293945
2021-11-18,38.38999938964844,37.83000183105469,38.33000183105469
2021-11-19,38.31999969482422,37.63999938964844,37.650001525878906
2021-11-22,39.20000076293945,37.709999084472656,38.709999084472656
2021-11-23,39.4900016784668,38.709999084472656,39.43000030517578
2021-11-24,39.4900016784668,38.97999954223633,39.040000915527344
2021-11-26,38.56999969482422,37.68000030517578,37.959999084472656
2021-11-29,38.880001068115234,38.02999877929688,38.459999084472656
2021-11-30,38.27999877929688,36.97999954223633,37.09000015258789
2021-12-01,38.40999984741211,36.83000183105469,36.84999847412109
2021-12-02,37.77999877929688,36.90999984741211,37.52999877929688
2021-12-03,37.83000183105469,36.869998931884766,37.130001068115234
2021-12-06,38.02000045776367,36.93000030517578,37.65999984741211
2021-12-07,38.63999938964844,37.93000030517578,38.22999954223633
2021-12-08,38.52000045776367,38.060001373291016,38.31999969482422
2021-12-09,38.470001220703125,37.52999877929688,37.54999923706055
2021-12-10,38.16999816894531,37.43999862670898,37.61000061035156
2021-12-13,37.52000045776367,36.47999954223633,36.93000030517578
2021-12-14,37.29999923706055,36.68999862670898,36.77999877929688
2021-12-15,37.27999877929688,36.619998931884766,37.20000076293945
2021-12-16,37.70000076293945,37.08000183105469,37.09999847412109
2021-12-17,37.119998931884766,36.43000030517578,36.68999862670898
2021-12-20,36.220001220703125,35.369998931884766,36.09999847412109
2021-12-21,36.380001068115234,35.7599983215332,36.2599983215332
2021-12-22,36.59999847412109,36.18000030517578,36.380001068115234
2021-12-23,37.02000045776367,36.459999084472656,36.75
",
2940,US,technical,"What is the 5-day period Simple Moving Average close price of S&P Global on February 28, 2023? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",344.084,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2023-02-22,346.20001220703125
2023-02-23,348.1300048828125
2023-02-24,343.3800048828125
2023-02-27,341.510009765625
2023-02-28,341.20001220703125
",
2941,US,technical,"On June 02, 2023, what is the 10-day Simple Moving Average close price of Howmet Aerospace? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",43.864,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2023-05-19,44.959999084472656
2023-05-22,44.81999969482422
2023-05-23,43.77000045776367
2023-05-24,43.2400016784668
2023-05-25,43.2599983215332
2023-05-26,43.5
2023-05-30,43.47999954223633
2023-05-31,42.75
2023-06-01,43.72999954223633
2023-06-02,45.130001068115234
",
2942,US,technical,"For the 20-day Simple Moving Average close price, what is the value for Occidental Petroleum on January 14, 2022? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.072,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2021-12-17,28.040000915527344
2021-12-20,26.979999542236328
2021-12-21,28.600000381469727
2021-12-22,28.920000076293945
2021-12-23,28.850000381469727
2021-12-27,29.63999938964844
2021-12-28,29.479999542236328
2021-12-29,29.26000022888184
2021-12-30,28.96999931335449
2021-12-31,28.989999771118164
2022-01-03,31.059999465942383
2022-01-04,33.380001068115234
2022-01-05,31.809999465942383
2022-01-06,32.7599983215332
2022-01-07,33.209999084472656
2022-01-10,32.380001068115234
2022-01-11,34.70000076293945
2022-01-12,34.75
2022-01-13,34.150001525878906
2022-01-14,35.5099983215332
",
2943,US,technical,"What is Hasbro's 30-day Simple Moving Average close price on June 30, 2022? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",85.1077,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2022-05-18,90.7300033569336
2022-05-19,86.76000213623047
2022-05-20,84.69999694824219
2022-05-23,84.95999908447266
2022-05-24,81.61000061035156
2022-05-25,83.56999969482422
2022-05-26,85.98999786376953
2022-05-27,87.08000183105469
2022-05-31,89.75
2022-06-01,89.44999694824219
2022-06-02,89.87000274658203
2022-06-03,88.79000091552734
2022-06-06,88.56999969482422
2022-06-07,88.81999969482422
2022-06-08,88.33000183105469
2022-06-09,87.29000091552734
2022-06-10,84.91999816894531
2022-06-13,81.2699966430664
2022-06-14,80.75
2022-06-15,81.76000213623047
2022-06-16,79.01000213623047
2022-06-17,80.11000061035156
2022-06-21,82.45999908447266
2022-06-22,82.2699966430664
2022-06-23,83.05999755859375
2022-06-24,85.73999786376953
2022-06-27,85.6500015258789
2022-06-28,84.19000244140625
2022-06-29,83.88999938964844
2022-06-30,81.87999725341797
",
2944,US,technical,"Calculate the 60-day period Simple Moving Average close price for Paccar on August 05, 2020. (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",50.8043,easy,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2020-05-12,44.560001373291016
2020-05-13,44.0
2020-05-14,44.40666580200195
2020-05-15,44.5533332824707
2020-05-18,46.64666748046875
2020-05-19,45.70000076293945
2020-05-20,46.02000045776367
2020-05-21,45.459999084472656
2020-05-22,45.61333465576172
2020-05-26,48.36000061035156
2020-05-27,50.040000915527344
2020-05-28,49.34000015258789
2020-05-29,49.2400016784668
2020-06-01,48.74666595458984
2020-06-02,48.95333480834961
2020-06-03,49.75333404541016
2020-06-04,50.459999084472656
2020-06-05,51.96666717529297
2020-06-08,52.5533332824707
2020-06-09,52.633331298828125
2020-06-10,51.20000076293945
2020-06-11,48.38666534423828
2020-06-12,48.77999877929688
2020-06-15,49.14666748046875
2020-06-16,49.67333221435547
2020-06-17,49.53333282470703
2020-06-18,49.64666748046875
2020-06-19,49.973331451416016
2020-06-22,49.81333160400391
2020-06-23,49.8466682434082
2020-06-24,48.3466682434082
2020-06-25,48.83333206176758
2020-06-26,48.29333114624024
2020-06-29,49.119998931884766
2020-06-30,49.900001525878906
2020-07-01,49.5
2020-07-02,50.45333480834961
2020-07-06,51.43999862670898
2020-07-07,50.51333236694336
2020-07-08,50.30666732788086
2020-07-09,49.619998931884766
2020-07-10,50.15999984741211
2020-07-13,50.426666259765625
2020-07-14,51.36666870117188
2020-07-15,52.47999954223633
2020-07-16,52.96666717529297
2020-07-17,52.95333480834961
2020-07-20,53.119998931884766
2020-07-21,55.77333450317383
2020-07-22,56.83333206176758
2020-07-23,57.37333297729492
2020-07-24,57.15999984741211
2020-07-27,57.27999877929688
2020-07-28,56.96666717529297
2020-07-29,57.32666778564453
2020-07-30,56.40666580200195
2020-07-31,56.720001220703125
2020-08-03,57.073333740234375
2020-08-04,56.606666564941406
2020-08-05,57.93333435058594
",
2945,US,technical,"What is the 20-day period Weighted Moving Average close price of General Dynamics on July 21, 2020? (Unit: USD) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",145.727,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2020-06-23,152.75
2020-06-24,146.4499969482422
2020-06-25,146.9600067138672
2020-06-26,146.0500030517578
2020-06-29,149.33999633789062
2020-06-30,149.4600067138672
2020-07-01,147.13999938964844
2020-07-02,147.3000030517578
2020-07-06,148.47000122070312
2020-07-07,145.17999267578125
2020-07-08,143.89999389648438
2020-07-09,138.02000427246094
2020-07-10,141.97000122070312
2020-07-13,142.82000732421875
2020-07-14,143.36000061035156
2020-07-15,145.7899932861328
2020-07-16,148.50999450683594
2020-07-17,148.91000366210938
2020-07-20,145.4499969482422
2020-07-21,147.80999755859375
",
2946,US,technical,"On November 01, 2023, what is the 5-day Weighted Moving Average close price of Tapestry? (Unit: USD) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.3713,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2023-10-26,28.0
2023-10-27,27.600000381469727
2023-10-30,28.059999465942383
2023-10-31,27.559999465942383
2023-11-01,26.59000015258789
",
2947,US,technical,"For the 5-day Weighted Moving Average close price, what is the value for Danaher Corporation on June 09, 2020? (Unit: USD) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",151.3121,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2020-06-03,150.39007568359375
2020-06-04,149.6365203857422
2020-06-05,153.57269287109375
2020-06-08,152.04786682128906
2020-06-09,150.2216339111328
",
2948,US,technical,"What is Citizens Financial Group's 60-day Weighted Moving Average close price on November 15, 2023? (Unit: USD) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.606,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2023-08-23,26.920000076293945
2023-08-24,27.07999992370605
2023-08-25,26.84000015258789
2023-08-28,27.3700008392334
2023-08-29,28.299999237060547
2023-08-30,27.989999771118164
2023-08-31,28.1299991607666
2023-09-01,28.6299991607666
2023-09-05,28.3799991607666
2023-09-06,27.68000030517578
2023-09-07,26.940000534057617
2023-09-08,27.3700008392334
2023-09-11,27.6200008392334
2023-09-12,28.3700008392334
2023-09-13,27.440000534057617
2023-09-14,28.270000457763672
2023-09-15,27.959999084472656
2023-09-18,27.399999618530277
2023-09-19,27.459999084472656
2023-09-20,27.520000457763672
2023-09-21,26.96999931335449
2023-09-22,26.559999465942383
2023-09-25,26.6299991607666
2023-09-26,25.989999771118164
2023-09-27,25.76000022888184
2023-09-28,26.350000381469727
2023-09-29,26.799999237060547
2023-10-02,25.90999984741211
2023-10-03,25.450000762939453
2023-10-04,25.63999938964844
2023-10-05,25.790000915527344
2023-10-06,26.18000030517578
2023-10-09,26.32999992370605
2023-10-10,26.809999465942383
2023-10-11,26.75
2023-10-12,26.36000061035156
2023-10-13,25.709999084472656
2023-10-16,26.51000022888184
2023-10-17,27.100000381469727
2023-10-18,25.59000015258789
2023-10-19,24.8799991607666
2023-10-20,23.76000022888184
2023-10-23,23.57999992370605
2023-10-24,23.57999992370605
2023-10-25,23.46999931335449
2023-10-26,23.739999771118164
2023-10-27,22.8700008392334
2023-10-30,23.38999938964844
2023-10-31,23.43000030517578
2023-11-01,23.170000076293945
2023-11-02,24.899999618530277
2023-11-03,26.170000076293945
2023-11-06,25.84000015258789
2023-11-07,25.809999465942383
2023-11-08,25.709999084472656
2023-11-09,25.020000457763672
2023-11-10,25.170000076293945
2023-11-13,24.950000762939453
2023-11-14,26.57999992370605
2023-11-15,27.31999969482422
",
2949,US,technical,"Calculate the 10-day period Weighted Moving Average close price for Clorox on August 15, 2025. (Unit: USD) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",123.1167,easy,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2025-08-04,124.19000244140624
2025-08-05,125.37000274658205
2025-08-06,125.5
2025-08-07,126.08000183105467
2025-08-08,124.87000274658205
2025-08-11,122.08999633789062
2025-08-12,122.81999969482422
2025-08-13,122.88999938964844
2025-08-14,121.58000183105467
2025-08-15,122.16999816894533
",
2950,US,technical,"What is the 10-day period Exponential Moving Average close price of International Paper on October 07, 2022? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",32.8065,easy,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2022-08-11,43.79999923706055
2022-08-12,44.5099983215332
2022-08-15,44.4900016784668
2022-08-16,44.97999954223633
2022-08-17,44.400001525878906
2022-08-18,44.13999938964844
2022-08-19,43.59000015258789
2022-08-22,42.5
2022-08-23,42.77999877929688
2022-08-24,42.61000061035156
2022-08-25,43.869998931884766
2022-08-26,42.619998931884766
2022-08-29,42.150001525878906
2022-08-30,42.09999847412109
2022-08-31,41.619998931884766
2022-09-01,41.310001373291016
2022-09-02,40.93000030517578
2022-09-06,40.33000183105469
2022-09-07,41.060001373291016
2022-09-08,41.56999969482422
2022-09-09,41.720001220703125
2022-09-12,42.16999816894531
2022-09-13,40.4900016784668
2022-09-14,39.68000030517578
2022-09-15,39.68000030517578
2022-09-16,35.22999954223633
2022-09-19,36.52000045776367
2022-09-20,34.83000183105469
2022-09-21,34.2599983215332
2022-09-22,33.810001373291016
2022-09-23,33.099998474121094
2022-09-26,31.770000457763672
2022-09-27,31.899999618530277
2022-09-28,32.709999084472656
2022-09-29,32.09000015258789
2022-09-30,31.700000762939453
2022-10-03,32.540000915527344
2022-10-04,33.25
2022-10-05,32.869998931884766
2022-10-06,32.20000076293945
2022-10-07,31.559999465942383
",
2951,US,technical,"On August 29, 2024, what is the 20-day Exponential Moving Average close price of Fifth Third Bancorp? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",40.9139,easy,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2024-05-06,38.0
2024-05-07,38.02999877929688
2024-05-08,38.47999954223633
2024-05-09,38.650001525878906
2024-05-10,38.77999877929688
2024-05-13,38.20000076293945
2024-05-14,38.470001220703125
2024-05-15,38.97999954223633
2024-05-16,38.59999847412109
2024-05-17,38.560001373291016
2024-05-20,37.7599983215332
2024-05-21,38.040000915527344
2024-05-22,37.59000015258789
2024-05-23,36.81999969482422
2024-05-24,37.25
2024-05-28,36.68000030517578
2024-05-29,36.2599983215332
2024-05-30,36.75
2024-05-31,37.41999816894531
2024-06-03,36.84999847412109
2024-06-04,36.16999816894531
2024-06-05,36.380001068115234
2024-06-06,36.11000061035156
2024-06-07,36.130001068115234
2024-06-10,35.619998931884766
2024-06-11,35.279998779296875
2024-06-12,36.04999923706055
2024-06-13,35.61000061035156
2024-06-14,35.220001220703125
2024-06-17,35.650001525878906
2024-06-18,35.97999954223633
2024-06-20,35.91999816894531
2024-06-21,36.060001373291016
2024-06-24,36.63999938964844
2024-06-25,35.90999984741211
2024-06-26,35.93000030517578
2024-06-27,35.849998474121094
2024-06-28,36.4900016784668
2024-07-01,36.27000045776367
2024-07-02,36.97999954223633
2024-07-03,36.77999877929688
2024-07-05,36.0099983215332
2024-07-08,36.22999954223633
2024-07-09,36.209999084472656
2024-07-10,36.84999847412109
2024-07-11,38.2599983215332
2024-07-12,38.47999954223633
2024-07-15,39.15999984741211
2024-07-16,40.220001220703125
2024-07-17,41.0
2024-07-18,40.22999954223633
2024-07-19,40.9900016784668
2024-07-22,40.86000061035156
2024-07-23,41.2599983215332
2024-07-24,40.97999954223633
2024-07-25,41.83000183105469
2024-07-26,42.27000045776367
2024-07-29,41.9900016784668
2024-07-30,42.2599983215332
2024-07-31,42.34000015258789
2024-08-01,40.72999954223633
2024-08-02,39.54999923706055
2024-08-05,39.22999954223633
2024-08-06,39.369998931884766
2024-08-07,39.02000045776367
2024-08-08,39.65999984741211
2024-08-09,39.650001525878906
2024-08-12,38.91999816894531
2024-08-13,39.41999816894531
2024-08-14,39.709999084472656
2024-08-15,39.9900016784668
2024-08-16,40.68000030517578
2024-08-19,41.06999969482422
2024-08-20,40.63999938964844
2024-08-21,40.68000030517578
2024-08-22,41.0
2024-08-23,42.119998931884766
2024-08-26,41.93999862670898
2024-08-27,41.709999084472656
2024-08-28,42.20000076293945
2024-08-29,42.18999862670898
",
2952,US,technical,"For the 30-day Exponential Moving Average close price, what is the value for Block on December 03, 2021? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",223.7432,easy,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2021-06-15,227.75
2021-06-16,225.1100006103516
2021-06-17,236.1300048828125
2021-06-18,237.0500030517578
2021-06-21,233.88999938964844
2021-06-22,235.97000122070312
2021-06-23,238.6999969482422
2021-06-24,244.1499938964844
2021-06-25,239.94000244140625
2021-06-28,246.6000061035156
2021-06-29,248.8699951171875
2021-06-30,243.8000030517578
2021-07-01,241.8500061035156
2021-07-02,241.0800018310547
2021-07-06,246.6999969482422
2021-07-07,244.63999938964844
2021-07-08,235.8999938964844
2021-07-09,241.88999938964844
2021-07-12,243.3500061035156
2021-07-13,241.42999267578125
2021-07-14,239.0
2021-07-15,235.16000366210935
2021-07-16,237.5200042724609
2021-07-19,233.69000244140625
2021-07-20,246.47000122070312
2021-07-21,257.25
2021-07-22,260.5899963378906
2021-07-23,264.0
2021-07-26,261.989990234375
2021-07-27,251.72999572753903
2021-07-28,258.6099853515625
2021-07-29,255.27999877929688
2021-07-30,247.25999450683597
2021-08-02,272.3800048828125
2021-08-03,269.489990234375
2021-08-04,266.4200134277344
2021-08-05,281.8099975585937
2021-08-06,275.1000061035156
2021-08-09,279.7300109863281
2021-08-10,273.0799865722656
2021-08-11,271.0899963378906
2021-08-12,268.5899963378906
2021-08-13,267.8800048828125
2021-08-16,263.3999938964844
2021-08-17,260.8800048828125
2021-08-18,259.6600036621094
2021-08-19,257.3500061035156
2021-08-20,263.04998779296875
2021-08-23,270.44000244140625
2021-08-24,270.1700134277344
2021-08-25,267.57000732421875
2021-08-26,262.1300048828125
2021-08-27,268.010009765625
2021-08-30,271.9200134277344
2021-08-31,268.07000732421875
2021-09-01,268.25
2021-09-02,265.94000244140625
2021-09-03,269.739990234375
2021-09-07,265.8299865722656
2021-09-08,254.72000122070312
2021-09-09,251.5399932861328
2021-09-10,247.8999938964844
2021-09-13,246.67999267578125
2021-09-14,247.0500030517578
2021-09-15,248.8000030517578
2021-09-16,255.08999633789065
2021-09-17,255.7899932861328
2021-09-20,250.22999572753903
2021-09-21,251.3000030517578
2021-09-22,261.07000732421875
2021-09-23,266.7200012207031
2021-09-24,262.5
2021-09-27,258.1099853515625
2021-09-28,242.6999969482422
2021-09-29,236.0399932861328
2021-09-30,239.83999633789065
2021-10-01,239.2899932861328
2021-10-04,226.25
2021-10-05,235.97999572753903
2021-10-06,239.1199951171875
2021-10-07,249.16000366210935
2021-10-08,238.4900054931641
2021-10-11,232.3300018310547
2021-10-12,237.41000366210935
2021-10-13,242.72999572753903
2021-10-14,247.41000366210935
2021-10-15,249.0
2021-10-18,252.1999969482422
2021-10-19,254.41000366210935
2021-10-20,255.3500061035156
2021-10-21,265.0799865722656
2021-10-22,253.05999755859372
2021-10-25,262.0
2021-10-26,263.3900146484375
2021-10-27,253.0200042724609
2021-10-28,261.3299865722656
2021-10-29,254.5
2021-11-01,255.0399932861328
2021-11-02,249.00999450683597
2021-11-03,252.47999572753903
2021-11-04,247.4600067138672
2021-11-05,237.3800048828125
2021-11-08,236.7700042724609
2021-11-09,230.77999877929688
2021-11-10,227.2100067138672
2021-11-11,226.50999450683597
2021-11-12,227.3000030517578
2021-11-15,233.0200042724609
2021-11-16,238.47000122070312
2021-11-17,231.8500061035156
2021-11-18,230.3500061035156
2021-11-19,225.13999938964844
2021-11-22,211.30999755859372
2021-11-23,210.5500030517578
2021-11-24,215.6499938964844
2021-11-26,212.0800018310547
2021-11-29,212.8699951171875
2021-11-30,208.3300018310547
2021-12-01,194.5
2021-12-02,192.1499938964844
2021-12-03,181.30999755859372
",
2953,US,technical,"What is Royal Caribbean Group's 5-day Exponential Moving Average close price on December 12, 2025? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",269.2351,easy,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2025-11-13,255.75999450683597
2025-11-14,252.8699951171875
2025-11-17,246.7100067138672
2025-11-18,251.4199981689453
2025-11-19,256.0
2025-11-20,252.72000122070312
2025-11-21,264.0899963378906
2025-11-24,255.57000732421875
2025-11-25,266.4100036621094
2025-11-26,265.7099914550781
2025-11-28,266.25
2025-12-01,266.6000061035156
2025-12-02,265.0799865722656
2025-12-03,265.7699890136719
2025-12-04,259.2699890136719
2025-12-05,257.6600036621094
2025-12-08,252.41000366210935
2025-12-09,248.32000732421875
2025-12-10,260.3800048828125
2025-12-11,279.70001220703125
2025-12-12,278.8599853515625
",
2954,US,technical,"Calculate the 10-day period Exponential Moving Average close price for Tesla on May 11, 2020. (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",51.7888,easy,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2020-03-13,36.44133377075195
2020-03-16,29.67133331298828
2020-03-17,28.68000030517578
2020-03-18,24.08133316040039
2020-03-19,28.50933265686035
2020-03-20,28.50200080871582
2020-03-23,28.952667236328125
2020-03-24,33.66666793823242
2020-03-25,35.95000076293945
2020-03-26,35.21066665649414
2020-03-27,34.29066848754883
2020-03-30,33.47533416748047
2020-03-31,34.93333435058594
2020-04-01,32.104000091552734
2020-04-02,30.29800033569336
2020-04-03,32.000667572021484
2020-04-06,34.41600036621094
2020-04-07,36.36333465576172
2020-04-08,36.589332580566406
2020-04-09,38.20000076293945
2020-04-13,43.39666748046875
2020-04-14,47.32600021362305
2020-04-15,48.65533447265625
2020-04-16,49.68066787719727
2020-04-17,50.25933456420898
2020-04-20,49.75733184814453
2020-04-21,45.78133392333984
2020-04-22,48.80733489990234
2020-04-23,47.04199981689453
2020-04-24,48.34333419799805
2020-04-27,53.25
2020-04-28,51.27466583251953
2020-04-29,53.367332458496094
2020-04-30,52.12533187866211
2020-05-01,46.75466537475586
2020-05-04,50.74599838256836
2020-05-05,51.2140007019043
2020-05-06,52.172000885009766
2020-05-07,52.00266647338867
2020-05-08,54.62799835205078
2020-05-11,54.08599853515625
",
2955,US,technical,"What is the 60-day period Double Exponential Moving Average close price of KKR & Co. on September 21, 2023? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",63.3001,easy,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2022-07-13,46.16999816894531
2022-07-14,45.83000183105469
2022-07-15,48.2400016784668
2022-07-18,48.709999084472656
2022-07-19,50.790000915527344
2022-07-20,51.61000061035156
2022-07-21,52.45000076293945
2022-07-22,51.33000183105469
2022-07-25,52.13999938964844
2022-07-26,51.09999847412109
2022-07-27,52.630001068115234
2022-07-28,55.43999862670898
2022-07-29,55.459999084472656
2022-08-01,55.52999877929688
2022-08-02,52.2400016784668
2022-08-03,53.290000915527344
2022-08-04,53.2400016784668
2022-08-05,52.41999816894531
2022-08-08,52.810001373291016
2022-08-09,51.75
2022-08-10,55.5
2022-08-11,56.65999984741211
2022-08-12,57.119998931884766
2022-08-15,57.52000045776367
2022-08-16,57.20000076293945
2022-08-17,56.540000915527344
2022-08-18,55.83000183105469
2022-08-19,54.09000015258789
2022-08-22,52.91999816894531
2022-08-23,52.83000183105469
2022-08-24,53.15999984741211
2022-08-25,54.41999816894531
2022-08-26,51.630001068115234
2022-08-29,51.150001525878906
2022-08-30,50.70000076293945
2022-08-31,50.560001373291016
2022-09-01,50.130001068115234
2022-09-02,49.25
2022-09-06,48.52000045776367
2022-09-07,49.43000030517578
2022-09-08,50.06999969482422
2022-09-09,51.5
2022-09-12,52.68000030517578
2022-09-13,50.0
2022-09-14,50.13999938964844
2022-09-15,49.63999938964844
2022-09-16,48.52000045776367
2022-09-19,49.5099983215332
2022-09-20,47.68000030517578
2022-09-21,46.119998931884766
2022-09-22,45.11000061035156
2022-09-23,43.88999938964844
2022-09-26,43.65999984741211
2022-09-27,43.93000030517578
2022-09-28,45.02000045776367
2022-09-29,43.29999923706055
2022-09-30,43.0
2022-10-03,43.970001220703125
2022-10-04,47.38999938964844
2022-10-05,47.290000915527344
2022-10-06,47.040000915527344
2022-10-07,44.900001525878906
2022-10-10,44.9900016784668
2022-10-11,44.13999938964844
2022-10-12,44.380001068115234
2022-10-13,45.52000045776367
2022-10-14,44.31999969482422
2022-10-17,45.18000030517578
2022-10-18,46.43999862670898
2022-10-19,45.77000045776367
2022-10-20,44.90999984741211
2022-10-21,46.34000015258789
2022-10-24,46.2599983215332
2022-10-25,47.27000045776367
2022-10-26,48.2400016784668
2022-10-27,48.72999954223633
2022-10-28,49.380001068115234
2022-10-31,48.630001068115234
2022-11-01,49.470001220703125
2022-11-02,49.84000015258789
2022-11-03,48.47999954223633
2022-11-04,51.33000183105469
2022-11-07,52.540000915527344
2022-11-08,52.65999984741211
2022-11-09,50.5
2022-11-10,56.380001068115234
2022-11-11,57.08000183105469
2022-11-14,53.619998931884766
2022-11-15,54.16999816894531
2022-11-16,53.13999938964844
2022-11-17,51.93999862670898
2022-11-18,51.84000015258789
2022-11-21,51.33000183105469
2022-11-22,51.84999847412109
2022-11-23,52.08000183105469
2022-11-25,51.84999847412109
2022-11-28,50.54999923706055
2022-11-29,50.54999923706055
2022-11-30,51.91999816894531
2022-12-01,52.54999923706055
2022-12-02,52.25
2022-12-05,49.56999969482422
2022-12-06,49.04999923706055
2022-12-07,47.34999847412109
2022-12-08,48.27000045776367
2022-12-09,48.0
2022-12-12,48.33000183105469
2022-12-13,49.93999862670898
2022-12-14,49.34999847412109
2022-12-15,47.470001220703125
2022-12-16,46.58000183105469
2022-12-19,46.0
2022-12-20,46.22999954223633
2022-12-21,47.650001525878906
2022-12-22,46.61000061035156
2022-12-23,46.869998931884766
2022-12-27,45.88999938964844
2022-12-28,45.20000076293945
2022-12-29,46.7400016784668
2022-12-30,46.41999816894531
2023-01-03,46.68000030517578
2023-01-04,48.09999847412109
2023-01-05,47.400001525878906
2023-01-06,48.18000030517578
2023-01-09,49.63999938964844
2023-01-10,50.130001068115234
2023-01-11,52.22999954223633
2023-01-12,53.66999816894531
2023-01-13,54.0
2023-01-17,53.52999877929688
2023-01-18,53.0099983215332
2023-01-19,50.5
2023-01-20,53.18000030517578
2023-01-23,53.88999938964844
2023-01-24,53.369998931884766
2023-01-25,53.56999969482422
2023-01-26,55.31999969482422
2023-01-27,55.5
2023-01-30,54.43000030517578
2023-01-31,55.810001373291016
2023-02-01,56.9900016784668
2023-02-02,58.0099983215332
2023-02-03,57.150001525878906
2023-02-06,56.02000045776367
2023-02-07,58.93999862670898
2023-02-08,58.27000045776367
2023-02-09,57.70000076293945
2023-02-10,57.9900016784668
2023-02-13,59.09999847412109
2023-02-14,58.59999847412109
2023-02-15,58.900001525878906
2023-02-16,57.54999923706055
2023-02-17,57.18000030517578
2023-02-21,55.70000076293945
2023-02-22,55.5099983215332
2023-02-23,55.900001525878906
2023-02-24,55.02999877929688
2023-02-27,55.650001525878906
2023-02-28,56.34999847412109
2023-03-01,55.95000076293945
2023-03-02,55.810001373291016
2023-03-03,56.959999084472656
2023-03-06,57.08000183105469
2023-03-07,55.84999847412109
2023-03-08,57.0
2023-03-09,54.45000076293945
2023-03-10,50.310001373291016
2023-03-13,49.83000183105469
2023-03-14,50.869998931884766
2023-03-15,49.83000183105469
2023-03-16,49.7400016784668
2023-03-17,48.43999862670898
2023-03-20,48.59999847412109
2023-03-21,51.02999877929688
2023-03-22,50.36000061035156
2023-03-23,50.56999969482422
2023-03-24,50.04999923706055
2023-03-27,50.41999816894531
2023-03-28,50.34999847412109
2023-03-29,51.130001068115234
2023-03-30,51.34999847412109
2023-03-31,52.52000045776367
2023-04-03,51.93000030517578
2023-04-04,51.0099983215332
2023-04-05,49.810001373291016
2023-04-06,49.310001373291016
2023-04-10,50.400001525878906
2023-04-11,51.5
2023-04-12,51.290000915527344
2023-04-13,52.0
2023-04-14,51.90999984741211
2023-04-17,52.31999969482422
2023-04-18,53.02999877929688
2023-04-19,53.91999816894531
2023-04-20,52.959999084472656
2023-04-21,52.52000045776367
2023-04-24,52.4900016784668
2023-04-25,51.040000915527344
2023-04-26,50.29999923706055
2023-04-27,51.36000061035156
2023-04-28,53.06999969482422
2023-05-01,53.25
2023-05-02,51.220001220703125
2023-05-03,51.310001373291016
2023-05-04,49.59999847412109
2023-05-05,51.5099983215332
2023-05-08,49.310001373291016
2023-05-09,49.0099983215332
2023-05-10,49.18000030517578
2023-05-11,48.61000061035156
2023-05-12,48.4900016784668
2023-05-15,49.11000061035156
2023-05-16,47.790000915527344
2023-05-17,49.38999938964844
2023-05-18,49.970001220703125
2023-05-19,50.02999877929688
2023-05-22,51.18999862670898
2023-05-23,50.119998931884766
2023-05-24,49.43999862670898
2023-05-25,50.70000076293945
2023-05-26,51.68000030517578
2023-05-30,51.66999816894531
2023-05-31,51.4900016784668
2023-06-01,52.43000030517578
2023-06-02,53.630001068115234
2023-06-05,54.04999923706055
2023-06-06,54.52999877929688
2023-06-07,54.70000076293945
2023-06-08,54.709999084472656
2023-06-09,55.18000030517578
2023-06-12,55.66999816894531
2023-06-13,56.88999938964844
2023-06-14,57.02999877929688
2023-06-15,58.61000061035156
2023-06-16,57.20000076293945
2023-06-20,56.630001068115234
2023-06-21,55.77999877929688
2023-06-22,55.18999862670898
2023-06-23,53.59000015258789
2023-06-26,53.09000015258789
2023-06-27,54.91999816894531
2023-06-28,55.7400016784668
2023-06-29,55.95000076293945
2023-06-30,56.0
2023-07-03,56.5
2023-07-05,55.27000045776367
2023-07-06,53.90999984741211
2023-07-07,54.869998931884766
2023-07-10,55.16999816894531
2023-07-11,56.310001373291016
2023-07-12,58.59000015258789
2023-07-13,61.209999084472656
2023-07-14,60.560001373291016
2023-07-17,60.68000030517578
2023-07-18,61.75
2023-07-19,61.09000015258789
2023-07-20,60.9900016784668
2023-07-21,60.4900016784668
2023-07-24,60.77000045776367
2023-07-25,60.93000030517578
2023-07-26,60.68000030517578
2023-07-27,59.130001068115234
2023-07-28,59.95000076293945
2023-07-31,59.380001068115234
2023-08-01,59.72999954223633
2023-08-02,58.90999984741211
2023-08-03,59.2400016784668
2023-08-04,60.18999862670898
2023-08-07,61.810001373291016
2023-08-08,61.18999862670898
2023-08-09,61.56999969482422
2023-08-10,62.310001373291016
2023-08-11,61.90999984741211
2023-08-14,61.77999877929688
2023-08-15,60.45000076293945
2023-08-16,59.13999938964844
2023-08-17,59.150001525878906
2023-08-18,60.20000076293945
2023-08-21,59.86000061035156
2023-08-22,59.040000915527344
2023-08-23,60.220001220703125
2023-08-24,59.54999923706055
2023-08-25,59.5
2023-08-28,60.63999938964844
2023-08-29,61.720001220703125
2023-08-30,61.869998931884766
2023-08-31,62.810001373291016
2023-09-01,62.20000076293945
2023-09-05,61.97999954223633
2023-09-06,61.720001220703125
2023-09-07,61.380001068115234
2023-09-08,62.81999969482422
2023-09-11,63.20000076293945
2023-09-12,63.790000915527344
2023-09-13,63.220001220703125
2023-09-14,63.720001220703125
2023-09-15,64.4000015258789
2023-09-18,64.45999908447266
2023-09-19,63.43000030517578
2023-09-20,63.630001068115234
2023-09-21,61.380001068115234
",
2956,US,technical,"On August 27, 2020, what is the 30-day Double Exponential Moving Average close price of Cencora? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.9702,easy,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2020-01-24,88.91999816894531
2020-01-27,87.5199966430664
2020-01-28,89.11000061035156
2020-01-29,89.86000061035156
2020-01-30,88.87999725341797
2020-01-31,85.55999755859375
2020-02-03,85.69999694824219
2020-02-04,88.08999633789062
2020-02-05,91.44000244140624
2020-02-06,92.4800033569336
2020-02-07,91.94000244140624
2020-02-10,93.5999984741211
2020-02-11,94.56999969482422
2020-02-12,95.77999877929688
2020-02-13,94.5199966430664
2020-02-14,94.36000061035156
2020-02-18,94.30999755859376
2020-02-19,95.12999725341795
2020-02-20,96.52999877929688
2020-02-21,97.0
2020-02-24,94.93000030517578
2020-02-25,92.93000030517578
2020-02-26,93.70999908447266
2020-02-27,86.58999633789062
2020-02-28,84.31999969482422
2020-03-02,87.16000366210938
2020-03-03,85.87000274658203
2020-03-04,90.37999725341795
2020-03-05,86.97000122070312
2020-03-06,85.80999755859375
2020-03-09,83.2699966430664
2020-03-10,86.06999969482422
2020-03-11,84.95999908447266
2020-03-12,80.48999786376953
2020-03-13,90.0
2020-03-16,80.5
2020-03-17,89.5
2020-03-18,84.97000122070312
2020-03-19,86.0
2020-03-20,80.61000061035156
2020-03-23,73.93000030517578
2020-03-24,79.8499984741211
2020-03-25,75.3499984741211
2020-03-26,84.16000366210938
2020-03-27,81.77999877929688
2020-03-30,88.0999984741211
2020-03-31,88.5
2020-04-01,86.2300033569336
2020-04-02,83.88999938964844
2020-04-03,81.33999633789062
2020-04-06,86.29000091552734
2020-04-07,87.19999694824219
2020-04-08,88.33000183105469
2020-04-09,87.80999755859375
2020-04-13,85.44999694824219
2020-04-14,89.41999816894531
2020-04-15,88.33000183105469
2020-04-16,86.27999877929688
2020-04-17,89.19000244140625
2020-04-20,89.62000274658203
2020-04-21,85.56999969482422
2020-04-22,86.5
2020-04-23,87.26000213623047
2020-04-24,88.69999694824219
2020-04-27,90.77999877929688
2020-04-28,89.52999877929688
2020-04-29,89.33999633789062
2020-04-30,89.66000366210938
2020-05-01,86.37999725341797
2020-05-04,86.41999816894531
2020-05-05,87.97000122070312
2020-05-06,85.5
2020-05-07,88.73999786376953
2020-05-08,88.08999633789062
2020-05-11,90.63999938964844
2020-05-12,88.58000183105469
2020-05-13,84.1500015258789
2020-05-14,84.02999877929688
2020-05-15,85.75
2020-05-18,89.19999694824219
2020-05-19,89.62999725341797
2020-05-20,92.7300033569336
2020-05-21,92.25
2020-05-22,93.13999938964844
2020-05-26,90.77999877929688
2020-05-27,93.33000183105467
2020-05-28,94.4000015258789
2020-05-29,95.33999633789062
2020-06-01,95.1500015258789
2020-06-02,98.66000366210938
2020-06-03,99.48999786376952
2020-06-04,99.4499969482422
2020-06-05,98.97000122070312
2020-06-08,102.3000030517578
2020-06-09,99.9000015258789
2020-06-10,96.9499969482422
2020-06-11,93.51000213623048
2020-06-12,94.87000274658205
2020-06-15,96.20999908447266
2020-06-16,99.11000061035156
2020-06-17,100.1500015258789
2020-06-18,100.25
2020-06-19,102.1500015258789
2020-06-22,101.7300033569336
2020-06-23,101.5
2020-06-24,98.83999633789062
2020-06-25,100.66999816894533
2020-06-26,99.18000030517578
2020-06-29,98.98999786376952
2020-06-30,100.7699966430664
2020-07-01,99.4499969482422
2020-07-02,100.08999633789062
2020-07-06,100.72000122070312
2020-07-07,98.3000030517578
2020-07-08,97.20999908447266
2020-07-09,96.38999938964844
2020-07-10,97.0500030517578
2020-07-13,97.2699966430664
2020-07-14,99.33000183105467
2020-07-15,101.9000015258789
2020-07-16,102.73999786376952
2020-07-17,104.4499969482422
2020-07-20,102.19000244140624
2020-07-21,104.1500015258789
2020-07-22,103.80999755859376
2020-07-23,104.02999877929688
2020-07-24,103.76000213623048
2020-07-27,104.0
2020-07-28,102.11000061035156
2020-07-29,103.30999755859376
2020-07-30,102.16999816894533
2020-07-31,100.19000244140624
2020-08-03,104.4800033569336
2020-08-04,104.6999969482422
2020-08-05,103.5
2020-08-06,101.61000061035156
2020-08-07,102.0999984741211
2020-08-10,103.04000091552734
2020-08-11,101.37999725341795
2020-08-12,103.5500030517578
2020-08-13,102.7300033569336
2020-08-14,103.75
2020-08-17,103.41999816894533
2020-08-18,102.83999633789062
2020-08-19,101.70999908447266
2020-08-20,99.04000091552734
2020-08-21,98.1500015258789
2020-08-24,97.56999969482422
2020-08-25,98.27999877929688
2020-08-26,97.66000366210938
2020-08-27,98.12999725341795
",
2957,US,technical,"For the 30-day Double Exponential Moving Average close price, what is the value for Fair Isaac on September 26, 2022? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",451.1688,easy,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2022-02-18,498.2000122070313
2022-02-22,485.1600036621094
2022-02-23,454.7999877929688
2022-02-24,472.4500122070313
2022-02-25,473.3900146484375
2022-02-28,471.1900024414063
2022-03-01,475.4599914550781
2022-03-02,490.0
2022-03-03,481.9700012207031
2022-03-04,497.2300109863281
2022-03-07,477.0199890136719
2022-03-08,468.9100036621094
2022-03-09,485.9200134277344
2022-03-10,481.6099853515625
2022-03-11,463.1799926757813
2022-03-14,466.0299987792969
2022-03-15,478.6799926757813
2022-03-16,483.7200012207031
2022-03-17,480.2000122070313
2022-03-18,491.6499938964844
2022-03-21,483.7300109863281
2022-03-22,484.7900085449219
2022-03-23,464.4200134277344
2022-03-24,465.1700134277344
2022-03-25,457.5
2022-03-28,462.3900146484375
2022-03-29,479.3599853515625
2022-03-30,476.9599914550781
2022-03-31,466.4599914550781
2022-04-01,449.2900085449219
2022-04-04,452.4299926757813
2022-04-05,439.9100036621094
2022-04-06,419.1000061035156
2022-04-07,421.1799926757813
2022-04-08,418.75
2022-04-11,411.010009765625
2022-04-12,407.3999938964844
2022-04-13,414.9800109863281
2022-04-14,413.7200012207031
2022-04-18,404.739990234375
2022-04-19,409.5499877929688
2022-04-20,408.0899963378906
2022-04-21,386.6700134277344
2022-04-22,382.6000061035156
2022-04-25,386.5
2022-04-26,369.3399963378906
2022-04-27,375.2799987792969
2022-04-28,385.3800048828125
2022-04-29,373.510009765625
2022-05-02,374.0899963378906
2022-05-03,370.5199890136719
2022-05-04,378.4200134277344
2022-05-05,362.6700134277344
2022-05-06,349.8900146484375
2022-05-09,341.44000244140625
2022-05-10,358.4100036621094
2022-05-11,351.0899963378906
2022-05-12,352.7300109863281
2022-05-13,361.5299987792969
2022-05-16,364.3999938964844
2022-05-17,379.6000061035156
2022-05-18,375.6300048828125
2022-05-19,378.7200012207031
2022-05-20,395.4200134277344
2022-05-23,398.7200012207031
2022-05-24,390.8399963378906
2022-05-25,398.1000061035156
2022-05-26,401.6199951171875
2022-05-27,410.9200134277344
2022-05-31,409.5499877929688
2022-06-01,406.25
2022-06-02,419.55999755859375
2022-06-03,420.4500122070313
2022-06-06,416.5899963378906
2022-06-07,421.8800048828125
2022-06-08,408.4800109863281
2022-06-09,404.8299865722656
2022-06-10,401.80999755859375
2022-06-13,381.1400146484375
2022-06-14,379.4100036621094
2022-06-15,395.7999877929688
2022-06-16,374.7900085449219
2022-06-17,379.0299987792969
2022-06-21,385.010009765625
2022-06-22,386.6300048828125
2022-06-23,402.239990234375
2022-06-24,416.1499938964844
2022-06-27,415.0299987792969
2022-06-28,401.3599853515625
2022-06-29,401.05999755859375
2022-06-30,400.8999938964844
2022-07-01,408.260009765625
2022-07-05,411.3299865722656
2022-07-06,419.0
2022-07-07,423.6099853515625
2022-07-08,418.8500061035156
2022-07-11,417.8200073242188
2022-07-12,412.1300048828125
2022-07-13,416.3200073242188
2022-07-14,419.5
2022-07-15,428.2999877929688
2022-07-18,425.3999938964844
2022-07-19,440.4299926757813
2022-07-20,450.0
2022-07-21,466.2200012207031
2022-07-22,467.6499938964844
2022-07-25,469.7000122070313
2022-07-26,427.6199951171875
2022-07-27,437.6700134277344
2022-07-28,456.2699890136719
2022-07-29,462.0299987792969
2022-08-01,460.7000122070313
2022-08-02,462.6000061035156
2022-08-03,470.4599914550781
2022-08-04,475.3999938964844
2022-08-05,482.4700012207031
2022-08-08,489.8399963378906
2022-08-09,490.5799865722656
2022-08-10,501.1099853515625
2022-08-11,486.2300109863281
2022-08-12,490.75
2022-08-15,489.7900085449219
2022-08-16,501.489990234375
2022-08-17,499.1799926757813
2022-08-18,497.3800048828125
2022-08-19,489.7900085449219
2022-08-22,477.9200134277344
2022-08-23,476.1300048828125
2022-08-24,478.7200012207031
2022-08-25,485.5799865722656
2022-08-26,476.8500061035156
2022-08-29,462.5400085449219
2022-08-30,455.8299865722656
2022-08-31,449.3999938964844
2022-09-01,442.8200073242188
2022-09-02,439.7799987792969
2022-09-06,441.6300048828125
2022-09-07,449.5400085449219
2022-09-08,451.6099853515625
2022-09-09,451.7699890136719
2022-09-12,460.6700134277344
2022-09-13,454.3299865722656
2022-09-14,463.9800109863281
2022-09-15,458.0
2022-09-16,465.9500122070313
2022-09-19,449.8399963378906
2022-09-20,450.0700073242188
2022-09-21,449.7000122070313
2022-09-22,439.5899963378906
2022-09-23,427.9100036621094
2022-09-26,428.1799926757813
",
2958,US,technical,"What is Lennar's 5-day Double Exponential Moving Average close price on March 09, 2022? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",83.0577,easy,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2022-02-01,92.63311004638672
2022-02-02,94.40464782714844
2022-02-03,91.8005828857422
2022-02-04,87.41529846191406
2022-02-07,89.09002685546875
2022-02-08,90.78412628173828
2022-02-09,93.26234436035156
2022-02-10,89.0416259765625
2022-02-11,88.61568450927734
2022-02-14,87.69602966308594
2022-02-15,88.94482421875
2022-02-16,89.0803451538086
2022-02-17,86.47628021240234
2022-02-18,86.57308959960938
2022-02-22,83.33979034423828
2022-02-23,79.69990539550781
2022-02-24,84.93707275390625
2022-02-25,87.9283676147461
2022-02-28,87.00871276855469
2022-03-01,87.45401763916016
2022-03-02,89.10939025878906
2022-03-03,87.01839447021484
2022-03-04,86.29235076904297
2022-03-07,80.6001968383789
2022-03-08,81.07453918457031
2022-03-09,84.70474243164062
",
2959,US,technical,"Calculate the 60-day period Double Exponential Moving Average close price for ResMed on April 20, 2022. (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",241.2481,easy,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2021-02-10,200.3999938964844
2021-02-11,200.52999877929688
2021-02-12,200.5500030517578
2021-02-16,194.1000061035156
2021-02-17,199.72999572753903
2021-02-18,199.8800048828125
2021-02-19,201.17999267578125
2021-02-22,200.0200042724609
2021-02-23,200.08999633789065
2021-02-24,200.97000122070312
2021-02-25,194.97999572753903
2021-02-26,192.77999877929688
2021-03-01,195.6199951171875
2021-03-02,193.2100067138672
2021-03-03,190.2100067138672
2021-03-04,183.0500030517578
2021-03-05,185.0500030517578
2021-03-08,179.4600067138672
2021-03-09,182.25999450683597
2021-03-10,185.38999938964844
2021-03-11,186.7100067138672
2021-03-12,185.1199951171875
2021-03-15,187.08999633789065
2021-03-16,191.9900054931641
2021-03-17,191.47000122070312
2021-03-18,185.08999633789065
2021-03-19,185.6000061035156
2021-03-22,189.7899932861328
2021-03-23,190.7400054931641
2021-03-24,192.17999267578125
2021-03-25,187.52999877929688
2021-03-26,190.92999267578125
2021-03-29,191.0500030517578
2021-03-30,189.30999755859372
2021-03-31,194.0200042724609
2021-04-01,194.44000244140625
2021-04-05,195.1100006103516
2021-04-06,196.2899932861328
2021-04-07,197.1199951171875
2021-04-08,197.2400054931641
2021-04-09,199.16000366210935
2021-04-12,201.7400054931641
2021-04-13,205.4499969482422
2021-04-14,207.67999267578125
2021-04-15,204.1999969482422
2021-04-16,207.50999450683597
2021-04-19,205.66000366210935
2021-04-20,205.6999969482422
2021-04-21,208.50999450683597
2021-04-22,208.22000122070312
2021-04-23,209.3000030517578
2021-04-26,210.88999938964844
2021-04-27,210.6699981689453
2021-04-28,210.13999938964844
2021-04-29,207.91000366210935
2021-04-30,187.97000122070312
2021-05-03,194.7400054931641
2021-05-04,192.1699981689453
2021-05-05,192.6000061035156
2021-05-06,193.1000061035156
2021-05-07,195.16000366210935
2021-05-10,193.2100067138672
2021-05-11,194.75
2021-05-12,192.32000732421875
2021-05-13,194.8600006103516
2021-05-14,195.4199981689453
2021-05-17,195.0
2021-05-18,193.5399932861328
2021-05-19,193.8600006103516
2021-05-20,198.75
2021-05-21,202.13999938964844
2021-05-24,206.3300018310547
2021-05-25,206.5500030517578
2021-05-26,205.6100006103516
2021-05-27,205.9600067138672
2021-05-28,205.8500061035156
2021-06-01,206.25
2021-06-02,203.55999755859372
2021-06-03,203.92999267578125
2021-06-04,205.30999755859372
2021-06-07,206.6999969482422
2021-06-08,207.47999572753903
2021-06-09,211.9600067138672
2021-06-10,220.52999877929688
2021-06-11,218.5800018310547
2021-06-14,231.6999969482422
2021-06-15,236.4600067138672
2021-06-16,236.8000030517578
2021-06-17,240.4600067138672
2021-06-18,237.44000244140625
2021-06-21,239.5200042724609
2021-06-22,241.08999633789065
2021-06-23,243.3999938964844
2021-06-24,245.97000122070312
2021-06-25,244.5
2021-06-28,247.08999633789065
2021-06-29,246.2899932861328
2021-06-30,246.5200042724609
2021-07-01,247.8800048828125
2021-07-02,250.52999877929688
2021-07-06,247.92999267578125
2021-07-07,252.0800018310547
2021-07-08,250.72999572753903
2021-07-09,247.67999267578125
2021-07-12,248.83999633789065
2021-07-13,248.75999450683597
2021-07-14,249.3800048828125
2021-07-15,249.6000061035156
2021-07-16,253.19000244140625
2021-07-19,253.5500030517578
2021-07-20,255.25
2021-07-21,255.3699951171875
2021-07-22,257.5899963378906
2021-07-23,259.8299865722656
2021-07-26,259.739990234375
2021-07-27,264.239990234375
2021-07-28,266.0299987792969
2021-07-29,269.7300109863281
2021-07-30,271.79998779296875
2021-08-02,268.6300048828125
2021-08-03,273.0899963378906
2021-08-04,273.19000244140625
2021-08-05,267.3800048828125
2021-08-06,274.69000244140625
2021-08-09,277.9700012207031
2021-08-10,275.1199951171875
2021-08-11,272.510009765625
2021-08-12,275.20001220703125
2021-08-13,275.1000061035156
2021-08-16,280.239990234375
2021-08-17,280.6000061035156
2021-08-18,279.57000732421875
2021-08-19,283.0299987792969
2021-08-20,285.69000244140625
2021-08-23,285.8399963378906
2021-08-24,282.239990234375
2021-08-25,285.5599975585937
2021-08-26,285.0400085449219
2021-08-27,286.9100036621094
2021-08-30,289.0599975585937
2021-08-31,290.5299987792969
2021-09-01,288.07000732421875
2021-09-02,294.3999938964844
2021-09-03,295.79998779296875
2021-09-07,296.010009765625
2021-09-08,297.3599853515625
2021-09-09,295.5799865722656
2021-09-10,295.5899963378906
2021-09-13,288.8999938964844
2021-09-14,292.2799987792969
2021-09-15,290.4200134277344
2021-09-16,286.17999267578125
2021-09-17,285.95001220703125
2021-09-20,284.2300109863281
2021-09-21,288.2300109863281
2021-09-22,288.4800109863281
2021-09-23,282.75
2021-09-24,279.4800109863281
2021-09-27,270.5
2021-09-28,264.82000732421875
2021-09-29,265.3599853515625
2021-09-30,263.54998779296875
2021-10-01,262.20001220703125
2021-10-04,255.0200042724609
2021-10-05,257.9700012207031
2021-10-06,256.1700134277344
2021-10-07,254.9900054931641
2021-10-08,253.8999938964844
2021-10-11,251.6199951171875
2021-10-12,252.25
2021-10-13,252.25
2021-10-14,254.6199951171875
2021-10-15,255.4900054931641
2021-10-18,256.989990234375
2021-10-19,260.1600036621094
2021-10-20,261.45001220703125
2021-10-21,263.0400085449219
2021-10-22,267.5
2021-10-25,267.9800109863281
2021-10-26,267.7200012207031
2021-10-27,268.1199951171875
2021-10-28,268.6600036621094
2021-10-29,262.9100036621094
2021-11-01,264.95001220703125
2021-11-02,262.6000061035156
2021-11-03,268.1199951171875
2021-11-04,262.6499938964844
2021-11-05,260.54998779296875
2021-11-08,263.6300048828125
2021-11-09,261.6499938964844
2021-11-10,259.4700012207031
2021-11-11,253.3000030517578
2021-11-12,254.80999755859372
2021-11-15,262.3699951171875
2021-11-16,266.4800109863281
2021-11-17,262.5299987792969
2021-11-18,263.1600036621094
2021-11-19,260.3099975585937
2021-11-22,257.2200012207031
2021-11-23,254.3600006103516
2021-11-24,255.0
2021-11-26,251.2100067138672
2021-11-29,256.9200134277344
2021-11-30,254.8500061035156
2021-12-01,253.2899932861328
2021-12-02,255.8800048828125
2021-12-03,254.77999877929688
2021-12-06,260.29998779296875
2021-12-07,265.9100036621094
2021-12-08,268.0199890136719
2021-12-09,264.5599975585937
2021-12-10,261.3800048828125
2021-12-13,263.489990234375
2021-12-14,256.4599914550781
2021-12-15,256.5599975585937
2021-12-16,253.7700042724609
2021-12-17,252.97999572753903
2021-12-20,248.02999877929688
2021-12-21,257.6300048828125
2021-12-22,261.70001220703125
2021-12-23,258.82000732421875
2021-12-27,262.07000732421875
2021-12-28,260.8900146484375
2021-12-29,261.1099853515625
2021-12-30,261.989990234375
2021-12-31,260.4800109863281
2022-01-03,259.510009765625
2022-01-04,253.44000244140625
2022-01-05,244.7400054931641
2022-01-06,241.8000030517578
2022-01-07,237.22999572753903
2022-01-10,237.3500061035156
2022-01-11,238.3699951171875
2022-01-12,244.1699981689453
2022-01-13,251.6999969482422
2022-01-14,252.16000366210935
2022-01-18,240.69000244140625
2022-01-19,241.38999938964844
2022-01-20,237.9600067138672
2022-01-21,235.16000366210935
2022-01-24,238.5200042724609
2022-01-25,232.1699981689453
2022-01-26,231.0399932861328
2022-01-27,224.88999938964844
2022-01-28,216.1199951171875
2022-01-31,228.6000061035156
2022-02-01,232.16000366210935
2022-02-02,237.1999969482422
2022-02-03,237.00999450683597
2022-02-04,239.00999450683597
2022-02-07,237.5500030517578
2022-02-08,241.0500030517578
2022-02-09,246.47999572753903
2022-02-10,244.3500061035156
2022-02-11,243.9199981689453
2022-02-14,233.6199951171875
2022-02-15,235.25
2022-02-16,237.57000732421875
2022-02-17,234.2400054931641
2022-02-18,231.72999572753903
2022-02-22,233.2700042724609
2022-02-23,233.22999572753903
2022-02-24,237.77999877929688
2022-02-25,245.38999938964844
2022-02-28,246.75
2022-03-01,251.1499938964844
2022-03-02,249.6199951171875
2022-03-03,249.91000366210935
2022-03-04,254.6000061035156
2022-03-07,247.27999877929688
2022-03-08,238.8500061035156
2022-03-09,245.22999572753903
2022-03-10,242.6199951171875
2022-03-11,238.07000732421875
2022-03-14,236.5800018310547
2022-03-15,244.30999755859372
2022-03-16,255.3600006103516
2022-03-17,259.2200012207031
2022-03-18,261.4700012207031
2022-03-21,256.95001220703125
2022-03-22,255.0500030517578
2022-03-23,233.0
2022-03-24,241.3699951171875
2022-03-25,240.3300018310547
2022-03-28,242.47999572753903
2022-03-29,247.22000122070312
2022-03-30,249.00999450683597
2022-03-31,242.50999450683597
2022-04-01,246.44000244140625
2022-04-04,245.7100067138672
2022-04-05,245.47999572753903
2022-04-06,247.2899932861328
2022-04-07,252.0800018310547
2022-04-08,249.3300018310547
2022-04-11,242.1499938964844
2022-04-12,237.3699951171875
2022-04-13,236.6000061035156
2022-04-14,234.2100067138672
2022-04-18,231.9900054931641
2022-04-19,239.4199981689453
2022-04-20,245.0399932861328
",
2960,US,technical,"What is the 30-day period Triple Exponential Moving Average close price of Incyte on August 25, 2021? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",73.7258,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2020-12-07,83.05999755859375
2020-12-08,82.8499984741211
2020-12-09,80.95999908447266
2020-12-10,82.05000305175781
2020-12-11,81.30000305175781
2020-12-14,86.80999755859375
2020-12-15,86.2699966430664
2020-12-16,86.2300033569336
2020-12-17,88.27999877929688
2020-12-18,88.33999633789062
2020-12-21,86.97000122070312
2020-12-22,87.98999786376953
2020-12-23,87.93000030517578
2020-12-24,87.37000274658203
2020-12-28,86.33999633789062
2020-12-29,85.87000274658203
2020-12-30,86.86000061035156
2020-12-31,86.9800033569336
2021-01-04,86.44999694824219
2021-01-05,85.87000274658203
2021-01-06,84.30999755859375
2021-01-07,90.05000305175781
2021-01-08,93.83000183105467
2021-01-11,93.31999969482422
2021-01-12,94.30999755859376
2021-01-13,92.73999786376952
2021-01-14,92.04000091552734
2021-01-15,90.55999755859376
2021-01-19,93.95999908447266
2021-01-20,96.37000274658205
2021-01-21,93.9000015258789
2021-01-22,97.88999938964844
2021-01-25,100.5
2021-01-26,99.38999938964844
2021-01-27,93.0
2021-01-28,91.2699966430664
2021-01-29,89.75
2021-02-01,90.91999816894533
2021-02-02,93.0500030517578
2021-02-03,90.97000122070312
2021-02-04,90.91000366210938
2021-02-05,90.23999786376952
2021-02-08,93.62000274658205
2021-02-09,89.45999908447266
2021-02-10,85.16999816894531
2021-02-11,84.98999786376953
2021-02-12,84.33000183105469
2021-02-16,82.12999725341797
2021-02-17,83.7699966430664
2021-02-18,81.55000305175781
2021-02-19,80.54000091552734
2021-02-22,79.91999816894531
2021-02-23,79.0199966430664
2021-02-24,80.61000061035156
2021-02-25,78.44999694824219
2021-02-26,78.66000366210938
2021-03-01,79.62999725341797
2021-03-02,78.55999755859375
2021-03-03,76.0199966430664
2021-03-04,77.5
2021-03-05,80.26000213623047
2021-03-08,77.83999633789062
2021-03-09,79.11000061035156
2021-03-10,78.3499984741211
2021-03-11,79.4800033569336
2021-03-12,79.01000213623047
2021-03-15,80.6500015258789
2021-03-16,80.27999877929688
2021-03-17,80.19999694824219
2021-03-18,78.25
2021-03-19,79.37000274658203
2021-03-22,81.66999816894531
2021-03-23,79.8499984741211
2021-03-24,78.4800033569336
2021-03-25,79.77999877929688
2021-03-26,81.75
2021-03-29,81.0999984741211
2021-03-30,80.2300033569336
2021-03-31,81.2699966430664
2021-04-01,83.01000213623047
2021-04-05,83.25
2021-04-06,83.18000030517578
2021-04-07,81.37999725341797
2021-04-08,80.83000183105469
2021-04-09,79.95999908447266
2021-04-12,79.87000274658203
2021-04-13,80.6500015258789
2021-04-14,82.20999908447266
2021-04-15,83.19999694824219
2021-04-16,82.68000030517578
2021-04-19,82.66999816894531
2021-04-20,84.56999969482422
2021-04-21,84.72000122070312
2021-04-22,84.18000030517578
2021-04-23,85.58000183105469
2021-04-26,85.61000061035156
2021-04-27,84.62999725341797
2021-04-28,84.88999938964844
2021-04-29,84.88999938964844
2021-04-30,85.37999725341797
2021-05-03,85.5199966430664
2021-05-04,81.02999877929688
2021-05-05,81.27999877929688
2021-05-06,82.30999755859375
2021-05-07,82.73999786376953
2021-05-10,81.38999938964844
2021-05-11,80.63999938964844
2021-05-12,82.37000274658203
2021-05-13,83.2300033569336
2021-05-14,82.62000274658203
2021-05-17,82.2699966430664
2021-05-18,81.77999877929688
2021-05-19,81.70999908447266
2021-05-20,83.51000213623047
2021-05-21,82.76000213623047
2021-05-24,82.91000366210938
2021-05-25,82.68000030517578
2021-05-26,83.16000366210938
2021-05-27,82.68000030517578
2021-05-28,83.77999877929688
2021-06-01,82.88999938964844
2021-06-02,82.26000213623047
2021-06-03,82.9000015258789
2021-06-04,83.33000183105469
2021-06-07,85.11000061035156
2021-06-08,84.80999755859375
2021-06-09,86.19999694824219
2021-06-10,87.52999877929688
2021-06-11,82.58000183105469
2021-06-14,82.63999938964844
2021-06-15,82.76000213623047
2021-06-16,83.12000274658203
2021-06-17,83.12999725341797
2021-06-18,83.95999908447266
2021-06-21,84.93000030517578
2021-06-22,85.08999633789062
2021-06-23,85.12999725341797
2021-06-24,86.12999725341797
2021-06-25,86.83000183105469
2021-06-28,85.61000061035156
2021-06-29,84.69999694824219
2021-06-30,84.12999725341797
2021-07-01,84.0199966430664
2021-07-02,83.58000183105469
2021-07-06,83.33999633789062
2021-07-07,82.12999725341797
2021-07-08,81.43000030517578
2021-07-09,82.04000091552734
2021-07-12,81.18000030517578
2021-07-13,80.62000274658203
2021-07-14,79.87000274658203
2021-07-15,79.98999786376953
2021-07-16,78.33000183105469
2021-07-19,77.55999755859375
2021-07-20,79.20999908447266
2021-07-21,79.13999938964844
2021-07-22,78.62000274658203
2021-07-23,79.30000305175781
2021-07-26,77.30999755859375
2021-07-27,76.33999633789062
2021-07-28,78.01000213623047
2021-07-29,77.4000015258789
2021-07-30,77.3499984741211
2021-08-02,78.47000122070312
2021-08-03,77.94999694824219
2021-08-04,77.33999633789062
2021-08-05,76.91999816894531
2021-08-06,76.30000305175781
2021-08-09,75.30999755859375
2021-08-10,73.62000274658203
2021-08-11,72.9000015258789
2021-08-12,72.9000015258789
2021-08-13,73.47000122070312
2021-08-16,73.98999786376953
2021-08-17,75.66000366210938
2021-08-18,74.54000091552734
2021-08-19,74.51000213623047
2021-08-20,74.9000015258789
2021-08-23,75.52999877929688
2021-08-24,75.54000091552734
2021-08-25,75.76000213623047
",
2961,US,technical,"On October 01, 2021, what is the 20-day Triple Exponential Moving Average close price of Charles Schwab Corporation? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",74.5085,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2021-04-13,66.5999984741211
2021-04-14,67.44000244140625
2021-04-15,65.5
2021-04-16,64.73999786376953
2021-04-19,65.87999725341797
2021-04-20,63.68999862670898
2021-04-21,65.4000015258789
2021-04-22,64.80000305175781
2021-04-23,67.13999938964844
2021-04-26,67.7699966430664
2021-04-27,69.63999938964844
2021-04-28,69.86000061035156
2021-04-29,71.70999908447266
2021-04-30,70.4000015258789
2021-05-03,70.94000244140625
2021-05-04,70.08999633789062
2021-05-05,70.9800033569336
2021-05-06,71.5199966430664
2021-05-07,71.75
2021-05-10,71.0999984741211
2021-05-11,70.62999725341797
2021-05-12,69.12000274658203
2021-05-13,70.43000030517578
2021-05-14,73.25
2021-05-17,73.0
2021-05-18,70.9000015258789
2021-05-19,71.20999908447266
2021-05-20,70.73999786376953
2021-05-21,72.16999816894531
2021-05-24,72.61000061035156
2021-05-25,71.62999725341797
2021-05-26,71.52999877929688
2021-05-27,73.8499984741211
2021-05-28,73.8499984741211
2021-06-01,74.63999938964844
2021-06-02,74.93000030517578
2021-06-03,76.01000213623047
2021-06-04,75.72000122070312
2021-06-07,74.7300033569336
2021-06-08,75.12000274658203
2021-06-09,72.8499984741211
2021-06-10,72.62000274658203
2021-06-11,73.91999816894531
2021-06-14,72.01000213623047
2021-06-15,72.54000091552734
2021-06-16,73.75
2021-06-17,72.13999938964844
2021-06-18,69.83000183105469
2021-06-21,72.73999786376953
2021-06-22,72.5
2021-06-23,72.88999938964844
2021-06-24,73.38999938964844
2021-06-25,73.77999877929688
2021-06-28,73.27999877929688
2021-06-29,73.22000122070312
2021-06-30,72.80999755859375
2021-07-01,73.56999969482422
2021-07-02,72.80000305175781
2021-07-06,70.7699966430664
2021-07-07,70.06999969482422
2021-07-08,67.94000244140625
2021-07-09,70.55000305175781
2021-07-12,71.70999908447266
2021-07-13,71.81999969482422
2021-07-14,70.19999694824219
2021-07-15,70.55000305175781
2021-07-16,68.88999938964844
2021-07-19,66.68000030517578
2021-07-20,67.94000244140625
2021-07-21,69.55999755859375
2021-07-22,67.25
2021-07-23,67.91000366210938
2021-07-26,68.04000091552734
2021-07-27,67.37000274658203
2021-07-28,67.8499984741211
2021-07-29,68.56999969482422
2021-07-30,67.94999694824219
2021-08-02,67.73999786376953
2021-08-03,67.41000366210938
2021-08-04,67.66999816894531
2021-08-05,69.30000305175781
2021-08-06,71.93000030517578
2021-08-09,73.41999816894531
2021-08-10,74.52999877929688
2021-08-11,74.80999755859375
2021-08-12,75.41999816894531
2021-08-13,74.01000213623047
2021-08-16,73.26000213623047
2021-08-17,72.5
2021-08-18,72.0
2021-08-19,71.05999755859375
2021-08-20,71.97000122070312
2021-08-23,72.30000305175781
2021-08-24,74.1500015258789
2021-08-25,74.58000183105469
2021-08-26,73.6500015258789
2021-08-27,75.83999633789062
2021-08-30,73.44000244140625
2021-08-31,72.8499984741211
2021-09-01,73.19999694824219
2021-09-02,72.91000366210938
2021-09-03,72.08999633789062
2021-09-07,72.08000183105469
2021-09-08,71.55999755859375
2021-09-09,72.33000183105469
2021-09-10,71.44000244140625
2021-09-13,71.88999938964844
2021-09-14,69.7300033569336
2021-09-15,71.1500015258789
2021-09-16,70.77999877929688
2021-09-17,70.43000030517578
2021-09-20,68.80000305175781
2021-09-21,68.44000244140625
2021-09-22,70.4000015258789
2021-09-23,74.30000305175781
2021-09-24,75.58999633789062
2021-09-27,77.37999725341797
2021-09-28,76.18000030517578
2021-09-29,75.37999725341797
2021-09-30,72.83999633789062
2021-10-01,74.41999816894531
",
2962,US,technical,"For the 20-day Triple Exponential Moving Average close price, what is the value for Kroger on August 17, 2023? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",48.1214,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2023-02-24,43.75
2023-02-27,43.40999984741211
2023-02-28,43.13999938964844
2023-03-01,43.380001068115234
2023-03-02,45.72999954223633
2023-03-03,45.97999954223633
2023-03-06,46.47999954223633
2023-03-07,46.90999984741211
2023-03-08,47.45000076293945
2023-03-09,47.25
2023-03-10,47.09999847412109
2023-03-13,46.84999847412109
2023-03-14,47.18000030517578
2023-03-15,48.290000915527344
2023-03-16,47.130001068115234
2023-03-17,46.77999877929688
2023-03-20,47.34999847412109
2023-03-21,47.7599983215332
2023-03-22,48.040000915527344
2023-03-23,48.52000045776367
2023-03-24,49.04999923706055
2023-03-27,48.630001068115234
2023-03-28,48.91999816894531
2023-03-29,49.040000915527344
2023-03-30,49.060001373291016
2023-03-31,49.369998931884766
2023-04-03,49.93999862670898
2023-04-04,49.459999084472656
2023-04-05,48.060001373291016
2023-04-06,48.52000045776367
2023-04-10,48.900001525878906
2023-04-11,47.959999084472656
2023-04-12,47.31999969482422
2023-04-13,47.04999923706055
2023-04-14,46.650001525878906
2023-04-17,47.810001373291016
2023-04-18,47.84999847412109
2023-04-19,47.45000076293945
2023-04-20,47.79999923706055
2023-04-21,47.91999816894531
2023-04-24,48.2400016784668
2023-04-25,47.970001220703125
2023-04-26,47.81999969482422
2023-04-27,48.34000015258789
2023-04-28,48.630001068115234
2023-05-01,49.27999877929688
2023-05-02,49.43999862670898
2023-05-03,48.93999862670898
2023-05-04,48.27999877929688
2023-05-05,49.22999954223633
2023-05-08,49.150001525878906
2023-05-09,49.15999984741211
2023-05-10,49.119998931884766
2023-05-11,49.15999984741211
2023-05-12,49.18000030517578
2023-05-15,49.06999969482422
2023-05-16,48.93000030517578
2023-05-17,49.25
2023-05-18,49.33000183105469
2023-05-19,49.63999938964844
2023-05-22,49.97999954223633
2023-05-23,49.09999847412109
2023-05-24,49.560001373291016
2023-05-25,48.900001525878906
2023-05-26,47.310001373291016
2023-05-30,45.959999084472656
2023-05-31,45.33000183105469
2023-06-01,44.65999984741211
2023-06-02,45.91999816894531
2023-06-05,46.150001525878906
2023-06-06,46.06999969482422
2023-06-07,45.459999084472656
2023-06-08,45.7599983215332
2023-06-09,46.16999816894531
2023-06-12,46.380001068115234
2023-06-13,46.86000061035156
2023-06-14,47.209999084472656
2023-06-15,45.93999862670898
2023-06-16,46.16999816894531
2023-06-20,45.83000183105469
2023-06-21,45.68000030517578
2023-06-22,46.06999969482422
2023-06-23,46.13999938964844
2023-06-26,46.650001525878906
2023-06-27,46.77000045776367
2023-06-28,47.16999816894531
2023-06-29,46.31999969482422
2023-06-30,47.0
2023-07-03,47.43999862670898
2023-07-05,47.040000915527344
2023-07-06,47.290000915527344
2023-07-07,47.16999816894531
2023-07-10,46.880001068115234
2023-07-11,47.56999969482422
2023-07-12,47.34999847412109
2023-07-13,47.0
2023-07-14,46.43999862670898
2023-07-17,46.540000915527344
2023-07-18,46.209999084472656
2023-07-19,46.97999954223633
2023-07-20,47.86000061035156
2023-07-21,47.9900016784668
2023-07-24,48.7400016784668
2023-07-25,48.68999862670898
2023-07-26,48.709999084472656
2023-07-27,48.09999847412109
2023-07-28,48.52000045776367
2023-07-31,48.63999938964844
2023-08-01,48.540000915527344
2023-08-02,49.02000045776367
2023-08-03,49.400001525878906
2023-08-04,49.4900016784668
2023-08-07,49.70000076293945
2023-08-08,48.869998931884766
2023-08-09,49.2599983215332
2023-08-10,49.08000183105469
2023-08-11,48.97999954223633
2023-08-14,48.560001373291016
2023-08-15,47.95000076293945
2023-08-16,47.02000045776367
2023-08-17,46.7400016784668
",
2963,US,technical,"What is Alphabet Inc. (Class A)'s 5-day Triple Exponential Moving Average close price on September 12, 2025? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",241.4961,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2025-07-31,191.8999938964844
2025-08-01,189.1300048828125
2025-08-04,195.0399932861328
2025-08-05,194.6699981689453
2025-08-06,196.08999633789065
2025-08-07,196.5200042724609
2025-08-08,201.4199981689453
2025-08-11,201.0
2025-08-12,203.33999633789065
2025-08-13,201.9600067138672
2025-08-14,202.94000244140625
2025-08-15,203.8999938964844
2025-08-18,203.5
2025-08-19,201.57000732421875
2025-08-20,199.32000732421875
2025-08-21,199.75
2025-08-22,206.08999633789065
2025-08-25,208.4900054931641
2025-08-26,207.13999938964844
2025-08-27,207.47999572753903
2025-08-28,211.63999938964844
2025-08-29,212.91000366210935
2025-09-02,211.3500061035156
2025-09-03,230.66000366210935
2025-09-04,232.3000030517578
2025-09-05,235.0
2025-09-08,234.0399932861328
2025-09-09,239.6300048828125
2025-09-10,239.1699981689453
2025-09-11,240.3699951171875
2025-09-12,240.8000030517578
",
2964,US,technical,"Calculate the 5-day period Triple Exponential Moving Average close price for MSCI Inc. on March 11, 2025. (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",540.8775,easy,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2025-01-27,623.72998046875
2025-01-28,628.3400268554688
2025-01-29,593.0499877929688
2025-01-30,590.72998046875
2025-01-31,596.77001953125
2025-02-03,582.4299926757812
2025-02-04,584.469970703125
2025-02-05,582.1199951171875
2025-02-06,587.47998046875
2025-02-07,579.3900146484375
2025-02-10,583.47998046875
2025-02-11,577.3099975585938
2025-02-12,572.530029296875
2025-02-13,572.2999877929688
2025-02-14,572.6300048828125
2025-02-18,572.6900024414062
2025-02-19,574.72998046875
2025-02-20,574.3499755859375
2025-02-21,578.3400268554688
2025-02-24,573.5499877929688
2025-02-25,584.5399780273438
2025-02-26,579.4400024414062
2025-02-27,581.27001953125
2025-02-28,590.510009765625
2025-03-03,588.760009765625
2025-03-04,567.6199951171875
2025-03-05,572.989990234375
2025-03-06,566.280029296875
2025-03-07,561.8900146484375
2025-03-10,545.3400268554688
2025-03-11,541.719970703125
",
2965,US,technical,"What is the 60-day period Hull Moving Average close price of Coca-Cola Company (The) on October 20, 2020? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",50.0948,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2020-06-12,45.59999847412109
2020-06-15,46.29999923706055
2020-06-16,46.77000045776367
2020-06-17,46.58000183105469
2020-06-18,46.9900016784668
2020-06-19,46.02000045776367
2020-06-22,45.7400016784668
2020-06-23,45.63999938964844
2020-06-24,44.650001525878906
2020-06-25,44.93000030517578
2020-06-26,43.56999969482422
2020-06-29,44.36000061035156
2020-06-30,44.68000030517578
2020-07-01,44.81999969482422
2020-07-02,44.880001068115234
2020-07-06,45.22999954223633
2020-07-07,45.209999084472656
2020-07-08,45.06999969482422
2020-07-09,43.90999984741211
2020-07-10,45.150001525878906
2020-07-13,45.25
2020-07-14,45.869998931884766
2020-07-15,46.400001525878906
2020-07-16,46.150001525878906
2020-07-17,46.81999969482422
2020-07-20,46.119998931884766
2020-07-21,47.20000076293945
2020-07-22,48.47999954223633
2020-07-23,48.27999877929688
2020-07-24,48.4900016784668
2020-07-27,48.47999954223633
2020-07-28,48.18000030517578
2020-07-29,48.02000045776367
2020-07-30,47.68999862670898
2020-07-31,47.2400016784668
2020-08-03,46.29999923706055
2020-08-04,46.68999862670898
2020-08-05,47.220001220703125
2020-08-06,47.47999954223633
2020-08-07,47.79999923706055
2020-08-10,47.720001220703125
2020-08-11,47.93000030517578
2020-08-12,48.43000030517578
2020-08-13,48.380001068115234
2020-08-14,48.45000076293945
2020-08-17,48.209999084472656
2020-08-18,48.41999816894531
2020-08-19,47.369998931884766
2020-08-20,47.34999847412109
2020-08-21,47.27999877929688
2020-08-24,47.970001220703125
2020-08-25,47.90999984741211
2020-08-26,48.15999984741211
2020-08-27,48.22999954223633
2020-08-28,49.83000183105469
2020-08-31,49.52999877929688
2020-09-01,49.119998931884766
2020-09-02,51.18999862670898
2020-09-03,50.47999954223633
2020-09-04,51.040000915527344
2020-09-08,49.810001373291016
2020-09-09,50.18999862670898
2020-09-10,50.0
2020-09-11,51.060001373291016
2020-09-14,50.709999084472656
2020-09-15,51.04999923706055
2020-09-16,50.790000915527344
2020-09-17,50.54999923706055
2020-09-18,50.45000076293945
2020-09-21,49.09000015258789
2020-09-22,49.65999984741211
2020-09-23,48.209999084472656
2020-09-24,48.70000076293945
2020-09-25,48.720001220703125
2020-09-28,49.27999877929688
2020-09-29,48.91999816894531
2020-09-30,49.369998931884766
2020-10-01,49.18000030517578
2020-10-02,49.36000061035156
2020-10-05,49.380001068115234
2020-10-06,48.93999862670898
2020-10-07,49.560001373291016
2020-10-08,50.459999084472656
2020-10-09,50.810001373291016
2020-10-12,51.09000015258789
2020-10-13,50.220001220703125
2020-10-14,50.119998931884766
2020-10-15,49.9900016784668
2020-10-16,50.02999877929688
2020-10-19,49.619998931884766
2020-10-20,50.25
",
2966,US,technical,"On September 28, 2021, what is the 30-day Hull Moving Average close price of Dow Inc.? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",56.5213,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2021-07-26,62.0099983215332
2021-07-27,61.95000076293945
2021-07-28,61.869998931884766
2021-07-29,62.59999847412109
2021-07-30,62.15999984741211
2021-08-02,61.220001220703125
2021-08-03,62.22999954223633
2021-08-04,60.9900016784668
2021-08-05,61.0
2021-08-06,62.0
2021-08-09,61.81999969482422
2021-08-10,63.119998931884766
2021-08-11,64.23999786376953
2021-08-12,64.01000213623047
2021-08-13,63.68999862670898
2021-08-16,63.31999969482422
2021-08-17,62.310001373291016
2021-08-18,61.880001068115234
2021-08-19,60.54999923706055
2021-08-20,60.88999938964844
2021-08-23,62.060001373291016
2021-08-24,63.2599983215332
2021-08-25,63.869998931884766
2021-08-26,63.650001525878906
2021-08-27,65.37999725341797
2021-08-30,63.97999954223633
2021-08-31,62.900001525878906
2021-09-01,62.540000915527344
2021-09-02,62.619998931884766
2021-09-03,62.119998931884766
2021-09-07,61.869998931884766
2021-09-08,60.68999862670898
2021-09-09,60.27999877929688
2021-09-10,60.40999984741211
2021-09-13,60.720001220703125
2021-09-14,59.650001525878906
2021-09-15,60.20000076293945
2021-09-16,59.470001220703125
2021-09-17,57.75
2021-09-20,56.18000030517578
2021-09-21,55.52999877929688
2021-09-22,56.29999923706055
2021-09-23,57.43000030517578
2021-09-24,56.810001373291016
2021-09-27,59.68999862670898
2021-09-28,59.459999084472656
",
2967,US,technical,"For the 10-day Hull Moving Average close price, what is the value for Fiserv on September 06, 2024? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",173.2488,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2024-08-15,165.72000122070312
2024-08-16,167.32000732421875
2024-08-19,167.91000366210938
2024-08-20,168.0399932861328
2024-08-21,168.3300018310547
2024-08-22,168.7899932861328
2024-08-23,169.80999755859375
2024-08-26,169.85000610351562
2024-08-27,170.1699981689453
2024-08-28,171.8300018310547
2024-08-29,172.9499969482422
2024-08-30,174.60000610351562
2024-09-03,173.91000366210938
2024-09-04,173.6199951171875
2024-09-05,172.50999450683594
2024-09-06,170.02000427246094
",
2968,US,technical,"What is Insulet Corporation's 5-day Hull Moving Average close price on April 18, 2022? (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",261.0913,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2022-04-06,267.2799987792969
2022-04-07,267.510009765625
2022-04-08,267.6300048828125
2022-04-11,258.1400146484375
2022-04-12,253.6000061035156
2022-04-13,265.2799987792969
2022-04-14,263.5
2022-04-18,257.0
",
2969,US,technical,"Calculate the 10-day period Hull Moving Average close price for Extra Space Storage on January 17, 2024. (Unit: USD) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",149.2538,easy,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2023-12-22,156.5399932861328
2023-12-26,159.4499969482422
2023-12-27,161.08999633789062
2023-12-28,162.16000366210938
2023-12-29,160.3300018310547
2024-01-02,164.39999389648438
2024-01-03,158.8000030517578
2024-01-04,156.9499969482422
2024-01-05,158.0800018310547
2024-01-08,159.83999633789062
2024-01-09,158.02999877929688
2024-01-10,156.83999633789062
2024-01-11,150.74000549316406
2024-01-12,152.32000732421875
2024-01-16,150.4499969482422
2024-01-17,148.1699981689453
",
2970,US,technical,"What is the value of Aroon Up for Zebra Technologies on July 09, 2021? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,easy,trend,"AroonUp = (n - i_{max}) / n * 100; i_{max} = argmax_{i=0}^{n} H_{t-i}, the number of bars since the highest high in the last n+1 bars","date,high
2021-06-03,509.239990234375
2021-06-04,517.0
2021-06-07,517.9400024414062
2021-06-08,508.6300048828125
2021-06-09,508.1799926757813
2021-06-10,511.6000061035156
2021-06-11,511.4800109863281
2021-06-14,511.2799987792969
2021-06-15,509.9200134277344
2021-06-16,513.0900268554688
2021-06-17,509.30999755859375
2021-06-18,500.3999938964844
2021-06-21,504.5
2021-06-22,507.0
2021-06-23,506.4800109863281
2021-06-24,511.2900085449219
2021-06-25,514.5999755859375
2021-06-28,529.010009765625
2021-06-29,536.780029296875
2021-06-30,538.510009765625
2021-07-01,533.22998046875
2021-07-02,541.260009765625
2021-07-06,545.4600219726562
2021-07-07,547.7999877929688
2021-07-08,546.8400268554688
2021-07-09,548.469970703125
",
2971,US,technical,"On May 21, 2021, what is the Aroon Up value for EQT Corporation? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",88.0,easy,trend,"AroonUp = (n - i_{max}) / n * 100; i_{max} = argmax_{i=0}^{n} H_{t-i}, the number of bars since the highest high in the last n+1 bars","date,high
2021-04-16,17.860000610351562
2021-04-19,17.739999771118164
2021-04-20,17.700000762939453
2021-04-21,17.739999771118164
2021-04-22,17.90999984741211
2021-04-23,17.979999542236328
2021-04-26,18.6299991607666
2021-04-27,18.959999084472656
2021-04-28,19.739999771118164
2021-04-29,19.8700008392334
2021-04-30,19.780000686645508
2021-05-03,19.90999984741211
2021-05-04,19.940000534057617
2021-05-05,20.25
2021-05-06,19.959999084472656
2021-05-07,20.700000762939453
2021-05-10,21.530000686645508
2021-05-11,21.239999771118164
2021-05-12,21.790000915527344
2021-05-13,20.82999992370605
2021-05-14,21.420000076293945
2021-05-17,23.15999984741211
2021-05-18,23.15999984741211
2021-05-19,22.739999771118164
2021-05-20,22.6200008392334
2021-05-21,22.61000061035156
",
2972,US,technical,"What was Applied Materials's Aroon Up on March 16, 2020? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.0,easy,trend,"AroonUp = (n - i_{max}) / n * 100; i_{max} = argmax_{i=0}^{n} H_{t-i}, the number of bars since the highest high in the last n+1 bars","date,high
2020-02-07,62.97999954223633
2020-02-10,62.959999084472656
2020-02-11,64.69999694824219
2020-02-12,65.68000030517578
2020-02-13,69.44000244140625
2020-02-14,67.9000015258789
2020-02-18,66.0
2020-02-19,67.73999786376953
2020-02-20,67.3499984741211
2020-02-21,66.12999725341797
2020-02-24,61.84999847412109
2020-02-25,62.27999877929688
2020-02-26,60.7599983215332
2020-02-27,58.5
2020-02-28,58.18000030517578
2020-03-02,60.18999862670898
2020-03-03,61.380001068115234
2020-03-04,60.650001525878906
2020-03-05,60.43999862670898
2020-03-06,58.47999954223633
2020-03-09,55.33000183105469
2020-03-10,56.16999816894531
2020-03-11,54.9900016784668
2020-03-12,50.36000061035156
2020-03-13,51.22999954223633
2020-03-16,46.70000076293945
",
2973,US,technical,"For Aroon Up, what is the value of Pentair on August 24, 2022? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",76.0,easy,trend,"AroonUp = (n - i_{max}) / n * 100; i_{max} = argmax_{i=0}^{n} H_{t-i}, the number of bars since the highest high in the last n+1 bars","date,high
2022-07-20,48.68000030517578
2022-07-21,48.68999862670898
2022-07-22,47.58000183105469
2022-07-25,47.34000015258789
2022-07-26,48.08000183105469
2022-07-27,49.5
2022-07-28,50.06999969482422
2022-07-29,49.119998931884766
2022-08-01,48.9900016784668
2022-08-02,49.119998931884766
2022-08-03,49.18999862670898
2022-08-04,49.560001373291016
2022-08-05,49.36000061035156
2022-08-08,50.58000183105469
2022-08-09,50.290000915527344
2022-08-10,50.38999938964844
2022-08-11,50.630001068115234
2022-08-12,50.709999084472656
2022-08-15,50.77999877929688
2022-08-16,51.4900016784668
2022-08-17,50.810001373291016
2022-08-18,50.81999969482422
2022-08-19,50.15999984741211
2022-08-22,49.08000183105469
2022-08-23,48.43000030517578
2022-08-24,48.0099983215332
",
2974,US,technical,"Calculate the Aroon Up value for Adobe Inc. on June 01, 2022. (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,easy,trend,"AroonUp = (n - i_{max}) / n * 100; i_{max} = argmax_{i=0}^{n} H_{t-i}, the number of bars since the highest high in the last n+1 bars","date,high
2022-04-26,411.6099853515625
2022-04-27,412.4599914550781
2022-04-28,414.2699890136719
2022-04-29,413.0
2022-05-02,407.9800109863281
2022-05-03,413.9299926757813
2022-05-04,424.2300109863281
2022-05-05,417.989990234375
2022-05-06,401.260009765625
2022-05-09,389.6300048828125
2022-05-10,400.8299865722656
2022-05-11,409.989990234375
2022-05-12,390.1300048828125
2022-05-13,408.9700012207031
2022-05-16,407.1700134277344
2022-05-17,416.7200012207031
2022-05-18,411.6600036621094
2022-05-19,403.0400085449219
2022-05-20,406.239990234375
2022-05-23,407.8800048828125
2022-05-24,404.3299865722656
2022-05-25,406.1000061035156
2022-05-26,411.5499877929688
2022-05-27,428.5499877929688
2022-05-31,427.2900085449219
2022-06-01,437.5499877929688
",
2975,US,technical,"What is the value of Aroon Down for Brown–Forman on April 04, 2025? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,easy,trend,"AroonDown = (n - i_{min}) / n * 100; i_{min} = argmin_{i=0}^{n} L_{t-i}, the number of bars since the lowest low in the last n+1 bars","date,high,low
2025-02-28,33.47999954223633,32.91999816894531
2025-03-03,33.4900016784668,32.5099983215332
2025-03-04,33.52000045776367,32.650001525878906
2025-03-05,36.18000030517578,34.72999954223633
2025-03-06,35.88999938964844,34.27000045776367
2025-03-07,37.31999969482422,35.41999816894531
2025-03-10,38.84999847412109,37.0
2025-03-11,37.959999084472656,35.61000061035156
2025-03-12,35.349998474121094,33.33000183105469
2025-03-13,35.02000045776367,34.27000045776367
2025-03-14,35.20000076293945,34.68000030517578
2025-03-17,36.220001220703125,35.0099983215332
2025-03-18,35.7599983215332,35.16999816894531
2025-03-19,35.33000183105469,34.630001068115234
2025-03-20,35.34000015258789,34.81999969482422
2025-03-21,35.310001373291016,34.58000183105469
2025-03-24,34.68000030517578,33.59000015258789
2025-03-25,34.189998626708984,33.650001525878906
2025-03-26,34.36000061035156,33.560001373291016
2025-03-27,34.849998474121094,34.060001373291016
2025-03-28,35.02000045776367,34.130001068115234
2025-03-31,34.72999954223633,33.900001525878906
2025-04-01,34.150001525878906,33.099998474121094
2025-04-02,34.84000015258789,33.13999938964844
2025-04-03,34.939998626708984,32.72999954223633
2025-04-04,32.72999954223633,31.729999542236328
",
2976,US,technical,"On April 12, 2023, what is the Aroon Down value for Alphabet Inc. (Class C)? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.0,easy,trend,"AroonDown = (n - i_{min}) / n * 100; i_{min} = argmin_{i=0}^{n} L_{t-i}, the number of bars since the lowest low in the last n+1 bars","date,high,low
2023-03-07,96.08999633789062,93.84400177001952
2023-03-08,96.23999786376952,94.40499877929688
2023-03-09,95.91999816894533,92.3550033569336
2023-03-10,93.18000030517578,90.8000030517578
2023-03-13,93.08000183105467,89.94000244140625
2023-03-14,94.83000183105467,92.77999877929688
2023-03-15,97.25,93.04000091552734
2023-03-16,101.97000122070312,95.87000274658205
2023-03-17,103.48999786376952,100.75
2023-03-20,102.58000183105467,100.79000091552734
2023-03-21,105.95999908447266,101.86000061035156
2023-03-22,107.51000213623048,104.20999908447266
2023-03-23,107.10099792480467,105.41000366210938
2023-03-24,106.16000366210938,104.73999786376952
2023-03-27,105.4000015258789,102.62999725341795
2023-03-28,103.0,100.27999877929688
2023-03-29,102.81999969482422,101.02999877929688
2023-03-30,101.61000061035156,100.29000091552734
2023-03-31,104.19000244140624,101.44000244140624
2023-04-03,104.9499969482422,102.37999725341795
2023-04-04,106.0999984741211,104.5999984741211
2023-04-05,106.54000091552734,104.10199737548828
2023-04-06,109.62999725341795,104.81500244140624
2023-04-10,107.97000122070312,105.5999984741211
2023-04-11,107.22000122070312,105.27999877929688
2023-04-12,107.58699798583984,104.97000122070312
",
2977,US,technical,"What was Equifax's Aroon Down on April 16, 2025? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",80.0,easy,trend,"AroonDown = (n - i_{min}) / n * 100; i_{min} = argmin_{i=0}^{n} L_{t-i}, the number of bars since the lowest low in the last n+1 bars","date,high,low
2025-03-12,240.7100067138672,231.3999938964844
2025-03-13,237.4499969482422,233.9199981689453
2025-03-14,238.33999633789065,235.00999450683597
2025-03-17,241.6300048828125,237.3999938964844
2025-03-18,238.44000244140625,233.38999938964844
2025-03-19,242.33999633789065,236.67999267578125
2025-03-20,245.94000244140625,240.57000732421875
2025-03-21,244.66000366210935,239.3699951171875
2025-03-24,247.8699951171875,243.3600006103516
2025-03-25,245.8699951171875,241.69000244140625
2025-03-26,246.25999450683597,240.30999755859372
2025-03-27,244.6999969482422,240.41000366210935
2025-03-28,244.3699951171875,239.8500061035156
2025-03-31,244.8000030517578,238.44000244140625
2025-04-01,244.5399932861328,240.32000732421875
2025-04-02,248.1699981689453,241.0
2025-04-03,245.75,231.2700042724609
2025-04-04,226.3500061035156,209.88999938964844
2025-04-07,218.9499969482422,202.22999572753903
2025-04-08,216.55999755859372,202.00999450683597
2025-04-09,226.1300048828125,199.97999572753903
2025-04-10,221.9499969482422,209.2400054931641
2025-04-11,220.5800018310547,210.3999938964844
2025-04-14,226.5800018310547,221.8699951171875
2025-04-15,227.97999572753903,223.30999755859372
2025-04-16,225.9499969482422,217.13999938964844
",
2978,US,technical,"For Aroon Down, what is the value of Capital One on November 17, 2020? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",48.0,easy,trend,"AroonDown = (n - i_{min}) / n * 100; i_{min} = argmin_{i=0}^{n} L_{t-i}, the number of bars since the lowest low in the last n+1 bars","date,high,low
2020-10-13,80.66999816894531,78.87000274658203
2020-10-14,80.22000122070312,78.55999755859375
2020-10-15,78.69999694824219,76.83000183105469
2020-10-16,79.87999725341797,78.51000213623047
2020-10-19,79.88999938964844,77.08999633789062
2020-10-20,79.08999633789062,77.1500015258789
2020-10-21,77.19999694824219,73.66999816894531
2020-10-22,77.47000122070312,74.56999969482422
2020-10-23,81.0,76.81999969482422
2020-10-26,76.7699966430664,74.19000244140625
2020-10-27,74.98999786376953,73.69000244140625
2020-10-28,73.5999984741211,71.5199966430664
2020-10-29,73.62000274658203,70.77999877929688
2020-10-30,73.19999694824219,71.2699966430664
2020-11-02,76.22000122070312,74.01000213623047
2020-11-03,78.83000183105469,76.83000183105469
2020-11-04,77.79000091552734,73.05000305175781
2020-11-05,79.20999908447266,76.19999694824219
2020-11-06,79.79000091552734,77.11000061035156
2020-11-09,90.3000030517578,84.77999877929688
2020-11-10,88.61000061035156,85.7699966430664
2020-11-11,87.45999908447266,83.72000122070312
2020-11-12,84.58000183105469,82.52999877929688
2020-11-13,87.2699966430664,84.37999725341797
2020-11-16,90.61000061035156,87.62000274658203
2020-11-17,88.61000061035156,85.48999786376953
",
2979,US,technical,"Calculate the Aroon Down value for Ball Corporation on May 30, 2024. (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,easy,trend,"AroonDown = (n - i_{min}) / n * 100; i_{min} = argmin_{i=0}^{n} L_{t-i}, the number of bars since the lowest low in the last n+1 bars","date,high,low
2024-04-24,65.58999633789062,64.55000305175781
2024-04-25,65.80999755859375,64.47000122070312
2024-04-26,70.75,66.37999725341797
2024-04-29,70.81999969482422,69.88999938964844
2024-04-30,71.31999969482422,69.43000030517578
2024-05-01,69.7699966430664,67.91999816894531
2024-05-02,69.1500015258789,67.79000091552734
2024-05-03,68.93000030517578,68.16999816894531
2024-05-06,69.58999633789062,68.54000091552734
2024-05-07,69.66000366210938,68.66000366210938
2024-05-08,70.11000061035156,68.73999786376953
2024-05-09,70.45999908447266,69.38999938964844
2024-05-10,69.80999755859375,68.8499984741211
2024-05-13,69.83000183105469,69.01000213623047
2024-05-14,70.16000366210938,69.25
2024-05-15,70.97000122070312,70.23999786376953
2024-05-16,70.80000305175781,70.18000030517578
2024-05-17,70.54000091552734,69.72000122070312
2024-05-20,70.7300033569336,69.73999786376953
2024-05-21,70.43000030517578,69.76000213623047
2024-05-22,70.23999786376953,69.38999938964844
2024-05-23,70.27999877929688,68.37000274658203
2024-05-24,69.12999725341797,68.01000213623047
2024-05-28,68.87999725341797,67.19999694824219
2024-05-29,67.3499984741211,66.44999694824219
2024-05-30,68.7300033569336,66.5999984741211
",
2980,US,technical,"What is the value of Aroon Oscillator for Phillips 66 on January 30, 2023? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",92.0,easy,trend,AroonOsc = AroonUp - AroonDown; AroonUp = (n - i_{max}) / n * 100; AroonDown = (n - i_{min}) / n * 100,"date,high,low
2022-12-21,104.66000366210938,102.2699966430664
2022-12-22,103.48999786376952,98.97000122070312
2022-12-23,104.0199966430664,101.0500030517578
2022-12-27,104.79000091552734,103.69000244140624
2022-12-28,104.72000122070312,101.98999786376952
2022-12-29,104.3000030517578,101.66999816894533
2022-12-30,104.87999725341795,103.51000213623048
2023-01-03,104.47000122070312,100.54000091552734
2023-01-04,102.0,99.37999725341795
2023-01-05,103.06999969482422,100.1999969482422
2023-01-06,106.33000183105467,103.81999969482422
2023-01-09,106.97000122070312,101.55999755859376
2023-01-10,103.4499969482422,100.56999969482422
2023-01-11,102.7300033569336,100.52999877929688
2023-01-12,103.7699966430664,101.72000122070312
2023-01-13,103.37999725341795,101.5199966430664
2023-01-17,105.01000213623048,102.36000061035156
2023-01-18,105.51000213623048,102.3000030517578
2023-01-19,104.81999969482422,101.83000183105467
2023-01-20,107.23999786376952,103.83000183105467
2023-01-23,108.68000030517578,106.5999984741211
2023-01-24,107.26000213623048,104.36000061035156
2023-01-25,108.86000061035156,105.54000091552734
2023-01-26,111.66999816894533,108.27999877929688
2023-01-27,111.83999633789062,108.6999969482422
2023-01-30,108.93000030517578,105.88999938964844
",
2981,US,technical,"On January 10, 2020, what is the Aroon Oscillator value for Edwards Lifesciences? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-16.0,easy,trend,AroonOsc = AroonUp - AroonDown; AroonUp = (n - i_{max}) / n * 100; AroonDown = (n - i_{min}) / n * 100,"date,high,low
2019-12-04,82.44999694824219,81.36333465576172
2019-12-05,82.5,79.43333435058594
2019-12-06,81.99666595458984,79.59333038330078
2019-12-09,79.66666412353516,77.27999877929688
2019-12-10,78.37000274658203,75.51000213623047
2019-12-11,76.93333435058594,75.36666870117188
2019-12-12,77.11333465576172,75.91999816894531
2019-12-13,77.69999694824219,76.56666564941406
2019-12-16,78.89666748046875,77.51000213623047
2019-12-17,79.46666717529297,78.33999633789062
2019-12-18,79.87333679199219,78.46666717529297
2019-12-19,79.49333190917969,77.68333435058594
2019-12-20,78.8133316040039,77.22333526611328
2019-12-23,79.5,78.79666900634766
2019-12-24,79.21333312988281,78.20999908447266
2019-12-26,78.836669921875,78.0566635131836
2019-12-27,78.86666870117188,77.99666595458984
2019-12-30,78.52999877929688,77.11666870117188
2019-12-31,77.836669921875,77.0
2020-01-02,77.91666412353516,76.62999725341797
2020-01-03,77.5,76.1066665649414
2020-01-06,78.35333251953125,76.66999816894531
2020-01-07,78.5999984741211,77.38333129882812
2020-01-08,78.0,76.61333465576172
2020-01-09,78.55000305175781,77.36000061035156
2020-01-10,78.66666412353516,77.44667053222656
",
2982,US,technical,"What was Quanta Services's Aroon Oscillator on February 21, 2024? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",68.0,easy,trend,AroonOsc = AroonUp - AroonDown; AroonUp = (n - i_{max}) / n * 100; AroonDown = (n - i_{min}) / n * 100,"date,high,low
2024-01-16,202.25999450683597,200.3000030517578
2024-01-17,201.0200042724609,198.97999572753903
2024-01-18,203.5,200.05999755859372
2024-01-19,203.42999267578125,199.41000366210935
2024-01-22,204.50999450683597,202.2100067138672
2024-01-23,204.4600067138672,187.2700042724609
2024-01-24,196.88999938964844,192.6199951171875
2024-01-25,198.6699981689453,193.5
2024-01-26,198.6499938964844,194.4199981689453
2024-01-29,197.6300048828125,194.8999938964844
2024-01-30,197.57000732421875,194.47999572753903
2024-01-31,197.7100067138672,193.5200042724609
2024-02-01,201.3699951171875,195.5800018310547
2024-02-02,206.08999633789065,197.4600067138672
2024-02-05,204.07000732421875,200.50999450683597
2024-02-06,206.2899932861328,200.22999572753903
2024-02-07,210.94000244140625,206.1999969482422
2024-02-08,211.77999877929688,207.07000732421875
2024-02-09,211.0,206.42999267578125
2024-02-12,212.1199951171875,209.3699951171875
2024-02-13,209.0,205.82000732421875
2024-02-14,212.9499969482422,207.9499969482422
2024-02-15,214.4900054931641,210.75
2024-02-16,214.1199951171875,211.00999450683597
2024-02-20,209.3600006103516,206.6100006103516
2024-02-21,212.07000732421875,206.5800018310547
",
2983,US,technical,"For Aroon Oscillator, what is the value of L3Harris on October 28, 2020? (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-100.0,easy,trend,AroonOsc = AroonUp - AroonDown; AroonUp = (n - i_{max}) / n * 100; AroonDown = (n - i_{min}) / n * 100,"date,high,low
2020-09-23,183.8699951171875,177.5
2020-09-24,177.85000610351562,172.6300048828125
2020-09-25,178.5800018310547,174.8300018310547
2020-09-28,181.17999267578125,178.35000610351562
2020-09-29,178.3300018310547,175.42999267578125
2020-09-30,175.6199951171875,168.39999389648438
2020-10-01,174.88999938964844,171.47000122070312
2020-10-02,174.14999389648438,169.97999572753906
2020-10-05,175.8699951171875,172.4600067138672
2020-10-06,177.3300018310547,173.64999389648438
2020-10-07,177.3800048828125,174.8000030517578
2020-10-08,178.13999938964844,175.0
2020-10-09,179.49000549316406,174.47999572753906
2020-10-12,175.83999633789062,174.27000427246094
2020-10-13,175.49000549316406,173.55999755859375
2020-10-14,177.3800048828125,174.3000030517578
2020-10-15,176.02000427246094,172.9199981689453
2020-10-16,175.41000366210938,174.16000366210938
2020-10-19,176.47000122070312,170.89999389648438
2020-10-20,173.32000732421875,170.1300048828125
2020-10-21,172.25,169.80999755859375
2020-10-22,172.0,169.50999450683594
2020-10-23,172.8800048828125,169.80999755859375
2020-10-26,170.50999450683594,167.14999389648438
2020-10-27,170.02999877929688,166.19000244140625
2020-10-28,166.19000244140625,161.1300048828125
",
2984,US,technical,"Calculate the Aroon Oscillator value for Camden Property Trust on December 11, 2025. (Standard period: 25) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",56.0,easy,trend,AroonOsc = AroonUp - AroonDown; AroonUp = (n - i_{max}) / n * 100; AroonDown = (n - i_{min}) / n * 100,"date,high,low
2025-11-05,102.16000366210938,100.77999877929688
2025-11-06,101.88999938964844,99.25
2025-11-07,102.33000183105467,99.44000244140624
2025-11-10,102.45999908447266,101.04000091552734
2025-11-11,103.93000030517578,101.80999755859376
2025-11-12,103.63999938964844,102.2300033569336
2025-11-13,102.93000030517578,101.55999755859376
2025-11-14,102.80999755859376,101.26000213623048
2025-11-17,103.77999877929688,101.77999877929688
2025-11-18,102.56999969482422,101.47000122070312
2025-11-19,102.6500015258789,101.5999984741211
2025-11-20,104.31999969482422,102.75
2025-11-21,105.8000030517578,103.77999877929688
2025-11-24,105.25,104.08000183105467
2025-11-25,106.94000244140624,104.51000213623048
2025-11-26,106.9800033569336,105.76000213623048
2025-11-28,106.81999969482422,105.68000030517578
2025-12-01,106.97000122070312,105.70999908447266
2025-12-02,106.55999755859376,105.47000122070312
2025-12-03,106.7699966430664,105.30999755859376
2025-12-04,106.43000030517578,104.4000015258789
2025-12-05,105.01000213623048,103.45999908447266
2025-12-08,103.88999938964844,102.47000122070312
2025-12-09,103.79000091552734,101.58999633789062
2025-12-10,103.7699966430664,101.81999969482422
2025-12-11,104.51000213623048,102.95999908447266
",
2985,US,technical,"What is the value of Relative Strength Index for IBM on April 18, 2024? (Standard period: 14; Gain/Loss calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",36.7644,easy,momentum,"RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0)); Wilder Smoothing alpha = 1/n","date,close
2024-01-29,187.13999938964844
2024-01-30,187.8699951171875
2024-01-31,183.66000366210935
2024-02-01,186.8999938964844
2024-02-02,185.7899932861328
2024-02-05,183.4199981689453
2024-02-06,183.41000366210935
2024-02-07,183.7400054931641
2024-02-08,184.3600006103516
2024-02-09,186.33999633789065
2024-02-12,186.16000366210935
2024-02-13,183.6999969482422
2024-02-14,183.57000732421875
2024-02-15,186.8699951171875
2024-02-16,187.63999938964844
2024-02-20,183.44000244140625
2024-02-21,179.6999969482422
2024-02-22,184.2100067138672
2024-02-23,185.72000122070312
2024-02-26,184.1300048828125
2024-02-27,184.8699951171875
2024-02-28,185.3000030517578
2024-02-29,185.02999877929688
2024-03-01,188.1999969482422
2024-03-04,193.05999755859372
2024-03-05,191.9499969482422
2024-03-06,196.16000366210935
2024-03-07,196.5399932861328
2024-03-08,195.9499969482422
2024-03-11,191.72999572753903
2024-03-12,197.77999877929688
2024-03-13,196.6999969482422
2024-03-14,193.42999267578125
2024-03-15,191.07000732421875
2024-03-18,191.69000244140625
2024-03-19,193.33999633789065
2024-03-20,193.9600067138672
2024-03-21,191.8999938964844
2024-03-22,190.83999633789065
2024-03-25,188.7899932861328
2024-03-26,188.5
2024-03-27,190.8000030517578
2024-03-28,190.9600067138672
2024-04-01,189.8300018310547
2024-04-02,188.8800048828125
2024-04-03,190.8999938964844
2024-04-04,187.94000244140625
2024-04-05,189.13999938964844
2024-04-08,189.82000732421875
2024-04-09,189.30999755859372
2024-04-10,186.0399932861328
2024-04-11,185.8999938964844
2024-04-12,182.2700042724609
2024-04-15,181.25
2024-04-16,183.75
2024-04-17,183.1000061035156
2024-04-18,181.47000122070312
",
2986,US,technical,"On January 15, 2020, what is the Relative Strength Index value for Applied Materials? (Standard period: 14; Gain/Loss calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",58.5807,easy,momentum,"RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0)); Wilder Smoothing alpha = 1/n","date,close
2019-10-24,55.06999969482422
2019-10-25,55.720001220703125
2019-10-28,56.95000076293945
2019-10-29,55.52000045776367
2019-10-30,55.209999084472656
2019-10-31,54.2599983215332
2019-11-01,55.459999084472656
2019-11-04,55.7400016784668
2019-11-05,55.880001068115234
2019-11-06,55.81999969482422
2019-11-07,55.93999862670898
2019-11-08,56.02999877929688
2019-11-11,56.59000015258789
2019-11-12,56.41999816894531
2019-11-13,57.119998931884766
2019-11-14,56.959999084472656
2019-11-15,62.060001373291016
2019-11-18,62.34999847412109
2019-11-19,60.93999862670898
2019-11-20,59.650001525878906
2019-11-21,56.43999862670898
2019-11-22,55.93999862670898
2019-11-25,58.27999877929688
2019-11-26,57.56999969482422
2019-11-27,58.290000915527344
2019-11-29,57.900001525878906
2019-12-02,56.70000076293945
2019-12-03,55.34000015258789
2019-12-04,56.09000015258789
2019-12-05,55.84000015258789
2019-12-06,56.59999847412109
2019-12-09,56.59999847412109
2019-12-10,56.619998931884766
2019-12-11,59.040000915527344
2019-12-12,60.36000061035156
2019-12-13,59.869998931884766
2019-12-16,59.959999084472656
2019-12-17,60.790000915527344
2019-12-18,60.380001068115234
2019-12-19,60.66999816894531
2019-12-20,61.810001373291016
2019-12-23,61.08000183105469
2019-12-24,61.5
2019-12-26,61.310001373291016
2019-12-27,61.16999816894531
2019-12-30,60.93000030517578
2019-12-31,61.040000915527344
2020-01-02,62.20000076293945
2020-01-03,61.209999084472656
2020-01-06,59.88999938964844
2020-01-07,61.619998931884766
2020-01-08,61.58000183105469
2020-01-09,61.970001220703125
2020-01-10,61.470001220703125
2020-01-13,61.810001373291016
2020-01-14,62.34999847412109
2020-01-15,61.93000030517578
",
2987,US,technical,"What was Broadcom's Relative Strength Index on January 16, 2020? (Standard period: 14; Gain/Loss calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.944,easy,momentum,"RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0)); Wilder Smoothing alpha = 1/n","date,close
2019-10-25,28.98200035095215
2019-10-28,29.155000686645508
2019-10-29,28.81599998474121
2019-10-30,29.02400016784668
2019-10-31,29.28499984741211
2019-11-01,29.65900039672852
2019-11-04,30.5
2019-11-05,31.40399932861328
2019-11-06,31.31599998474121
2019-11-07,31.173999786376957
2019-11-08,31.340999603271484
2019-11-11,31.274999618530277
2019-11-12,31.55299949645996
2019-11-13,31.367000579833984
2019-11-14,30.89699935913086
2019-11-15,31.291000366210938
2019-11-18,31.10700035095215
2019-11-19,31.770000457763672
2019-11-20,31.16699981689453
2019-11-21,31.524999618530277
2019-11-22,31.492000579833984
2019-11-25,31.96199989318848
2019-11-26,31.62700080871582
2019-11-27,31.8439998626709
2019-11-29,31.621000289916992
2019-12-02,31.07200050354004
2019-12-03,30.652000427246094
2019-12-04,30.972000122070312
2019-12-05,31.11899948120117
2019-12-06,31.604999542236328
2019-12-09,31.4379997253418
2019-12-10,31.506000518798828
2019-12-11,31.972000122070312
2019-12-12,32.779998779296875
2019-12-13,31.54199981689453
2019-12-16,32.3129997253418
2019-12-17,32.380001068115234
2019-12-18,32.74399948120117
2019-12-19,32.40999984741211
2019-12-20,31.899999618530277
2019-12-23,31.952999114990234
2019-12-24,32.04999923706055
2019-12-26,31.79800033569336
2019-12-27,31.652999877929688
2019-12-30,31.34600067138672
2019-12-31,31.601999282836918
2020-01-02,32.23899841308594
2020-01-03,31.41900062561035
2020-01-06,31.371999740600582
2020-01-07,31.263999938964844
2020-01-08,30.874000549316406
2020-01-09,30.625999450683597
2020-01-10,29.92200088500977
2020-01-13,30.118000030517575
2020-01-14,30.81800079345703
2020-01-15,30.31399917602539
2020-01-16,30.70499992370605
",
2988,US,technical,"For Relative Strength Index, what is the value of U.S. Bancorp on February 15, 2022? (Standard period: 14; Gain/Loss calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",46.3211,easy,momentum,"RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0)); Wilder Smoothing alpha = 1/n","date,close
2021-11-24,59.84000015258789
2021-11-26,57.5
2021-11-29,57.400001525878906
2021-11-30,55.34000015258789
2021-12-01,54.84999847412109
2021-12-02,56.59999847412109
2021-12-03,55.59000015258789
2021-12-06,56.880001068115234
2021-12-07,57.68999862670898
2021-12-08,57.040000915527344
2021-12-09,57.209999084472656
2021-12-10,57.77000045776367
2021-12-13,56.81999969482422
2021-12-14,57.310001373291016
2021-12-15,56.7400016784668
2021-12-16,57.43000030517578
2021-12-17,55.72999954223633
2021-12-20,54.869998931884766
2021-12-21,55.84000015258789
2021-12-22,56.06999969482422
2021-12-23,56.310001373291016
2021-12-27,56.7400016784668
2021-12-28,56.75
2021-12-29,56.59999847412109
2021-12-30,56.150001525878906
2021-12-31,56.16999816894531
2022-01-03,57.27000045776367
2022-01-04,58.77000045776367
2022-01-05,58.459999084472656
2022-01-06,60.04999923706055
2022-01-07,61.0
2022-01-10,61.36000061035156
2022-01-11,62.119998931884766
2022-01-12,62.4900016784668
2022-01-13,63.18999862670898
2022-01-14,63.25
2022-01-18,62.18999862670898
2022-01-19,57.369998931884766
2022-01-20,56.93999862670898
2022-01-21,55.09999847412109
2022-01-24,56.810001373291016
2022-01-25,57.40999984741211
2022-01-26,57.560001373291016
2022-01-27,57.43999862670898
2022-01-28,58.08000183105469
2022-01-31,58.18999862670898
2022-02-01,59.27000045776367
2022-02-02,59.77000045776367
2022-02-03,59.150001525878906
2022-02-04,59.70000076293945
2022-02-07,59.58000183105469
2022-02-08,59.58000183105469
2022-02-09,59.75
2022-02-10,59.209999084472656
2022-02-11,58.54999923706055
2022-02-14,57.869998931884766
2022-02-15,58.61000061035156
",
2989,US,technical,"Calculate the Relative Strength Index value for Xylem Inc. on September 28, 2021. (Standard period: 14; Gain/Loss calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.7883,easy,momentum,"RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0)); Wilder Smoothing alpha = 1/n","date,close
2021-07-09,121.0500030517578
2021-07-12,121.63999938964844
2021-07-13,120.7699966430664
2021-07-14,121.01000213623048
2021-07-15,120.01000213623048
2021-07-16,119.36000061035156
2021-07-19,117.2300033569336
2021-07-20,121.52999877929688
2021-07-21,122.43000030517578
2021-07-22,122.0
2021-07-23,123.26000213623048
2021-07-26,124.08000183105467
2021-07-27,123.9499969482422
2021-07-28,122.93000030517578
2021-07-29,125.05999755859376
2021-07-30,125.8499984741211
2021-08-02,125.63999938964844
2021-08-03,127.93000030517578
2021-08-04,126.66000366210938
2021-08-05,127.5199966430664
2021-08-06,128.8000030517578
2021-08-09,128.49000549316406
2021-08-10,129.39999389648438
2021-08-11,130.22000122070312
2021-08-12,131.08999633789062
2021-08-13,131.52999877929688
2021-08-16,132.92999267578125
2021-08-17,131.8000030517578
2021-08-18,130.27000427246094
2021-08-19,130.25
2021-08-20,131.57000732421875
2021-08-23,132.1999969482422
2021-08-24,133.9600067138672
2021-08-25,135.10000610351562
2021-08-26,134.27999877929688
2021-08-27,134.94000244140625
2021-08-30,136.47999572753906
2021-08-31,136.30999755859375
2021-09-01,136.5500030517578
2021-09-02,138.02999877929688
2021-09-03,137.25
2021-09-07,135.64999389648438
2021-09-08,135.11000061035156
2021-09-09,133.94000244140625
2021-09-10,134.33999633789062
2021-09-13,132.67999267578125
2021-09-14,132.49000549316406
2021-09-15,134.17999267578125
2021-09-16,132.8800048828125
2021-09-17,131.55999755859375
2021-09-20,131.0399932861328
2021-09-21,130.94000244140625
2021-09-22,133.16000366210938
2021-09-23,135.1699981689453
2021-09-24,135.6199951171875
2021-09-27,134.3000030517578
2021-09-28,128.9199981689453
",
2990,US,technical,"What is the value of Commodity Channel Index for UnitedHealth Group on January 30, 2024? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-86.2339,easy,momentum,TP_t = (H_t + L_t + C_t) / 3; MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|; CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2024-01-02,539.6599731445312,526.6699829101562,539.3400268554688
2024-01-03,546.7899780273438,539.47998046875,542.030029296875
2024-01-04,549.0,543.0,545.4199829101562
2024-01-05,547.0,533.72998046875,537.3800048828125
2024-01-08,540.25,528.0,536.52001953125
2024-01-09,539.6099853515625,532.3300170898438,538.3699951171875
2024-01-10,541.2000122070312,536.1500244140625,537.6400146484375
2024-01-11,540.1599731445312,534.530029296875,539.6799926757812
2024-01-12,528.47998046875,513.1300048828125,521.510009765625
2024-01-16,524.5,516.5499877929688,519.1500244140625
2024-01-17,530.6599731445312,520.0,524.9400024414062
2024-01-18,516.8400268554688,497.4599914550781,516.3400268554688
2024-01-19,517.5499877929688,501.8200073242188,503.55999755859375
2024-01-22,513.5700073242188,496.5,512.989990234375
2024-01-23,518.0800170898438,512.0800170898438,515.52001953125
2024-01-24,521.72998046875,512.9500122070312,513.22998046875
2024-01-25,495.510009765625,479.0,493.3999938964844
2024-01-26,503.6900024414063,489.8999938964844,503.2000122070313
2024-01-29,506.510009765625,501.1499938964844,504.5400085449219
2024-01-30,506.0499877929688,499.2200012207031,503.6099853515625
",
2991,US,technical,"On July 01, 2022, what is the Commodity Channel Index value for Dominion Energy? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",63.5885,easy,momentum,TP_t = (H_t + L_t + C_t) / 3; MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|; CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2022-06-03,83.6500015258789,82.66999816894531,82.70999908447266
2022-06-06,83.44000244140625,82.62000274658203,82.7300033569336
2022-06-07,83.16999816894531,81.93000030517578,83.0999984741211
2022-06-08,82.55999755859375,81.08000183105469,81.19000244140625
2022-06-09,81.98999786376953,79.30999755859375,79.33999633789062
2022-06-10,79.97000122070312,78.29000091552734,79.30999755859375
2022-06-13,78.69999694824219,75.95999908447266,76.31999969482422
2022-06-14,76.9000015258789,73.25,74.5999984741211
2022-06-15,76.0,73.83999633789062,74.87999725341797
2022-06-16,74.87000274658203,73.37999725341797,74.37999725341797
2022-06-17,74.58000183105469,72.63999938964844,73.41000366210938
2022-06-21,74.83000183105469,73.33999633789062,74.58000183105469
2022-06-22,75.94999694824219,74.5,75.41999816894531
2022-06-23,77.23999786376953,75.73999786376953,77.1500015258789
2022-06-24,78.3499984741211,77.16000366210938,78.13999938964844
2022-06-27,78.87999725341797,77.44999694824219,78.62000274658203
2022-06-28,79.37999725341797,78.4000015258789,78.52999877929688
2022-06-29,79.22000122070312,78.5999984741211,79.0199966430664
2022-06-30,80.5999984741211,78.37999725341797,79.80999755859375
2022-07-01,81.29000091552734,79.44000244140625,81.23999786376953
",
2992,US,technical,"What was Thermo Fisher Scientific's Commodity Channel Index on May 15, 2025? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-179.0677,easy,momentum,TP_t = (H_t + L_t + C_t) / 3; MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|; CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2025-04-17,436.0199890136719,425.0499877929688,427.5
2025-04-21,426.5,416.6199951171875,421.8500061035156
2025-04-22,437.010009765625,426.510009765625,434.7300109863281
2025-04-23,461.6099853515625,429.4200134277344,431.6400146484375
2025-04-24,432.4599914550781,417.7900085449219,426.6600036621094
2025-04-25,426.7200012207031,416.8200073242188,424.239990234375
2025-04-28,432.8500061035156,416.8399963378906,421.3399963378906
2025-04-29,430.3399963378906,418.80999755859375,427.5299987792969
2025-04-30,429.30999755859375,422.989990234375,429.0
2025-05-01,428.8699951171875,415.3800048828125,419.8900146484375
2025-05-02,431.4400024414063,422.4200134277344,423.5499877929688
2025-05-05,424.9800109863281,417.8599853515625,422.2699890136719
2025-05-06,423.55999755859375,406.5,407.0199890136719
2025-05-07,413.3500061035156,404.5700073242188,407.8500061035156
2025-05-08,415.75,402.80999755859375,410.7799987792969
2025-05-09,412.489990234375,401.75,403.1300048828125
2025-05-12,432.7300109863281,409.7000122070313,432.5899963378906
2025-05-13,434.9800109863281,427.2999877929688,428.9500122070313
2025-05-14,430.5499877929688,405.7799987792969,406.0499877929688
2025-05-15,407.0400085449219,390.5,404.9299926757813
",
2993,US,technical,"For Commodity Channel Index, what is the value of Lululemon Athletica on January 08, 2020? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",142.1482,easy,momentum,TP_t = (H_t + L_t + C_t) / 3; MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|; CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2019-12-10,231.6999969482422,227.07000732421875,229.6499938964844
2019-12-11,235.5,228.0,233.19000244140625
2019-12-12,228.82000732421875,218.17999267578125,224.47000122070312
2019-12-13,225.5,218.80999755859372,223.5500030517578
2019-12-16,227.32000732421875,223.75999450683597,225.3500061035156
2019-12-17,226.44000244140625,221.4600067138672,222.97999572753903
2019-12-18,225.6000061035156,223.3000030517578,224.30999755859372
2019-12-19,224.75,222.2700042724609,224.1300048828125
2019-12-20,230.57000732421875,224.38999938964844,230.2899932861328
2019-12-23,231.13999938964844,227.07000732421875,228.1300048828125
2019-12-24,229.41000366210935,227.1100006103516,229.02999877929688
2019-12-26,233.4199981689453,229.30999755859372,231.1699981689453
2019-12-27,232.7899932861328,229.75999450683597,230.0200042724609
2019-12-30,231.75,227.52999877929688,230.8300018310547
2019-12-31,232.0,229.6699981689453,231.6699981689453
2020-01-02,233.47000122070312,231.7700042724609,233.4199981689453
2020-01-03,234.5,230.22999572753903,232.63999938964844
2020-01-06,235.52999877929688,230.8000030517578,235.42999267578125
2020-01-07,236.8500061035156,233.33999633789065,233.6999969482422
2020-01-08,238.00999450683597,234.00999450683597,237.2700042724609
",
2994,US,technical,"Calculate the Commodity Channel Index value for Republic Services on February 17, 2023. (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",276.2547,easy,momentum,TP_t = (H_t + L_t + C_t) / 3; MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|; CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t),"date,high,low,close
2023-01-23,124.0199966430664,122.30999755859376,123.31999969482422
2023-01-24,124.25,122.1999969482422,123.20999908447266
2023-01-25,124.3000030517578,122.2300033569336,124.27999877929688
2023-01-26,124.91000366210938,123.06999969482422,123.87000274658205
2023-01-27,124.04000091552734,122.5199966430664,123.8499984741211
2023-01-30,125.5,123.80999755859376,124.12000274658205
2023-01-31,124.8499984741211,123.38999938964844,124.81999969482422
2023-02-01,126.02999877929688,122.01000213623048,124.79000091552734
2023-02-02,124.56999969482422,122.38999938964844,122.54000091552734
2023-02-03,123.4000015258789,121.16999816894533,123.08000183105467
2023-02-06,124.1999969482422,122.44000244140624,123.88999938964844
2023-02-07,124.4499969482422,122.51000213623048,124.29000091552734
2023-02-08,124.81999969482422,123.62000274658205,124.41999816894533
2023-02-09,126.04000091552734,124.66999816894533,125.44000244140624
2023-02-10,127.5199966430664,125.52999877929688,127.36000061035156
2023-02-13,128.25999450683594,125.75,126.04000091552734
2023-02-14,126.5,124.5199966430664,124.86000061035156
2023-02-15,126.22000122070312,124.2699966430664,125.80999755859376
2023-02-16,131.25,126.8000030517578,129.99000549316406
2023-02-17,132.60000610351562,130.22000122070312,131.9600067138672
",
2995,US,technical,"What is the value of Williams %R for Match Group on June 01, 2021? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-36.129,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2021-05-12,144.0,140.25,141.6199951171875
2021-05-13,144.25,135.50999450683594,138.39999389648438
2021-05-14,142.83999633789062,139.00999450683594,142.19000244140625
2021-05-17,141.14999389648438,138.27999877929688,139.99000549316406
2021-05-18,142.77000427246094,136.5,136.86000061035156
2021-05-19,139.1199951171875,132.3300018310547,138.83999633789062
2021-05-20,143.22999572753906,137.02000427246094,142.77999877929688
2021-05-21,145.49000549316406,142.75,143.32000732421875
2021-05-24,148.42999267578125,143.3300018310547,147.3000030517578
2021-05-25,149.3800048828125,142.85000610351562,144.25999450683594
2021-05-26,146.39999389648438,143.1699981689453,144.63999938964844
2021-05-27,145.4949951171875,142.4199981689453,143.00999450683594
2021-05-28,145.3800048828125,142.17999267578125,143.3800048828125
2021-06-01,145.6999969482422,141.52999877929688,143.22000122070312
",
2996,US,technical,"On April 04, 2022, what is the Williams %R value for Baker Hughes? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-46.5278,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2022-03-16,34.970001220703125,32.58000183105469,33.650001525878906
2022-03-17,35.209999084472656,33.91999816894531,34.97999954223633
2022-03-18,35.54999923706055,34.619998931884766,35.290000915527344
2022-03-21,37.130001068115234,35.88999938964844,36.220001220703125
2022-03-22,36.959999084472656,35.900001525878906,36.540000915527344
2022-03-23,38.09000015258789,36.709999084472656,37.59000015258789
2022-03-24,39.77999877929688,37.41999816894531,38.290000915527344
2022-03-25,38.7400016784668,37.93000030517578,38.720001220703125
2022-03-28,37.93999862670898,36.7400016784668,37.0
2022-03-29,36.720001220703125,35.16999816894531,36.66999816894531
2022-03-30,37.560001373291016,36.61000061035156,37.34999847412109
2022-03-31,37.77000045776367,36.09999847412109,36.40999984741211
2022-04-01,37.20000076293945,36.11000061035156,36.41999816894531
2022-04-04,36.790000915527344,35.79999923706055,36.43000030517578
",
2997,US,technical,"What was Automatic Data Processing's Williams %R on July 20, 2023? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-6.5081,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2023-06-30,220.5500030517578,217.47000122070312,219.7899932861328
2023-07-03,219.22999572753903,216.25,218.72999572753903
2023-07-05,220.1999969482422,217.22000122070312,219.6999969482422
2023-07-06,222.16000366210935,218.08999633789065,221.6499938964844
2023-07-07,221.3500061035156,218.5200042724609,218.7400054931641
2023-07-10,225.72999572753903,219.2100067138672,224.25999450683597
2023-07-11,226.63999938964844,223.6199951171875,226.3800048828125
2023-07-12,228.97000122070312,224.3699951171875,224.9900054931641
2023-07-13,227.6100006103516,224.6100006103516,227.16000366210935
2023-07-14,229.7100067138672,226.6199951171875,229.47000122070312
2023-07-17,234.44000244140625,228.25999450683597,233.72000122070312
2023-07-18,237.08999633789065,233.0,235.8999938964844
2023-07-19,238.52999877929688,235.1100006103516,237.3300018310547
2023-07-20,238.3300018310547,235.2899932861328,237.0800018310547
",
2998,US,technical,"For Williams %R, what is the value of Quest Diagnostics on July 08, 2020? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-6.8023,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2020-06-18,113.1500015258789,110.41000366210938,111.08999633789062
2020-06-19,112.68000030517578,108.23999786376952,108.2699966430664
2020-06-22,109.9800033569336,107.26000213623048,109.91000366210938
2020-06-23,110.41000366210938,106.08999633789062,106.95999908447266
2020-06-24,107.98999786376952,103.45999908447266,104.5500030517578
2020-06-25,108.62999725341795,103.26000213623048,108.3000030517578
2020-06-26,110.8000030517578,107.52999877929688,110.22000122070312
2020-06-29,110.9000015258789,108.87999725341795,110.41999816894533
2020-06-30,114.5,110.37999725341795,113.95999908447266
2020-07-01,114.97000122070312,112.48999786376952,114.0500030517578
2020-07-02,116.86000061035156,114.4000015258789,116.04000091552734
2020-07-06,118.98999786376952,117.08999633789062,118.37000274658205
2020-07-07,118.23999786376952,116.22000122070312,117.30999755859376
2020-07-08,118.0,116.2699966430664,117.91999816894533
",
2999,US,technical,"Calculate the Williams %R value for Regeneron Pharmaceuticals on October 18, 2021. (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-94.2204,easy,momentum,%R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100),"date,high,low,close
2021-09-29,612.739990234375,604.97998046875,606.7000122070312
2021-09-30,613.5800170898438,604.6199951171875,605.1799926757812
2021-10-01,578.0,556.0499877929688,570.7899780273438
2021-10-04,568.1300048828125,553.0999755859375,555.4199829101562
2021-10-05,564.72998046875,549.27001953125,550.9000244140625
2021-10-06,553.9299926757812,543.4099731445312,546.5700073242188
2021-10-07,559.75,547.3200073242188,552.02001953125
2021-10-08,555.52001953125,543.25,550.02001953125
2021-10-11,557.8699951171875,545.5999755859375,546.260009765625
2021-10-12,549.3499755859375,541.5800170898438,544.4400024414062
2021-10-13,556.1799926757812,546.969970703125,547.1199951171875
2021-10-14,565.1099853515625,552.0700073242188,555.6199951171875
2021-10-15,558.9299926757812,552.1599731445312,553.239990234375
2021-10-18,552.489990234375,539.1799926757812,543.47998046875
",
3000,US,technical,"What is the value of Bollinger %B for Host Hotels & Resorts on February 28, 2022? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5208,easy,volatility,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower),"date,close
2022-01-31,17.34000015258789
2022-02-01,17.3700008392334
2022-02-02,17.18000030517578
2022-02-03,17.079999923706055
2022-02-04,17.459999084472656
2022-02-07,17.84000015258789
2022-02-08,18.170000076293945
2022-02-09,18.450000762939453
2022-02-10,18.540000915527344
2022-02-11,18.059999465942383
2022-02-14,17.93000030517578
2022-02-15,18.71999931335449
2022-02-16,19.309999465942383
2022-02-17,19.299999237060547
2022-02-18,19.11000061035156
2022-02-22,18.59000015258789
2022-02-23,18.34000015258789
2022-02-24,18.489999771118164
2022-02-25,18.75
2022-02-28,18.270000457763672
",
3001,US,technical,"On February 10, 2025, what is the Bollinger %B value for Fair Isaac? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3942,easy,volatility,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower),"date,close
2025-01-13,1911.97998046875
2025-01-14,1949.530029296875
2025-01-15,2030.469970703125
2025-01-16,1969.6800537109373
2025-01-17,1900.5400390625
2025-01-21,1894.18994140625
2025-01-22,1880.3199462890625
2025-01-23,1854.5999755859373
2025-01-24,1814.8499755859373
2025-01-27,1842.6400146484373
2025-01-28,1851.0999755859373
2025-01-29,1860.2099609375
2025-01-30,1866.4200439453125
2025-01-31,1873.56005859375
2025-02-03,1827.9599609375
2025-02-04,1809.699951171875
2025-02-05,1847.800048828125
2025-02-06,1887.300048828125
2025-02-07,1858.8599853515625
2025-02-10,1857.3499755859373
",
3002,US,technical,"What was Digital Realty's Bollinger %B on June 09, 2022? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4789,easy,volatility,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower),"date,close
2022-05-12,127.11000061035156
2022-05-13,131.19000244140625
2022-05-16,128.41000366210938
2022-05-17,128.64999389648438
2022-05-18,125.29000091552734
2022-05-19,127.66999816894533
2022-05-20,131.10000610351562
2022-05-23,133.52000427246094
2022-05-24,136.6300048828125
2022-05-25,137.85000610351562
2022-05-26,136.7899932861328
2022-05-27,141.50999450683594
2022-05-31,139.58999633789062
2022-06-01,137.44000244140625
2022-06-02,138.3699951171875
2022-06-03,134.49000549316406
2022-06-06,134.91000366210938
2022-06-07,135.25999450683594
2022-06-08,132.85000610351562
2022-06-09,133.22000122070312
",
3003,US,technical,"For Bollinger %B, what is the value of Boston Scientific on June 30, 2025? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0486,easy,volatility,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower),"date,close
2025-06-02,104.16999816894533
2025-06-03,103.0999984741211
2025-06-04,102.43000030517578
2025-06-05,102.83000183105467
2025-06-06,102.08999633789062
2025-06-09,100.04000091552734
2025-06-10,99.33999633789062
2025-06-11,99.4000015258789
2025-06-12,98.55999755859376
2025-06-13,99.73999786376952
2025-06-16,101.48999786376952
2025-06-17,101.7300033569336
2025-06-18,101.37000274658205
2025-06-20,101.3000030517578
2025-06-23,102.36000061035156
2025-06-24,104.12000274658205
2025-06-25,104.29000091552734
2025-06-26,104.58000183105467
2025-06-27,106.52999877929688
2025-06-30,107.41000366210938
",
3004,US,technical,"Calculate the Bollinger %B value for Netflix on August 17, 2021. (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6805,easy,volatility,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower),"date,close
2021-07-21,51.36299896240234
2021-07-22,51.17699813842773
2021-07-23,51.54100036621094
2021-07-26,51.64899826049805
2021-07-27,51.89099884033203
2021-07-28,51.93000030517578
2021-07-29,51.42499923706055
2021-07-30,51.75699996948242
2021-08-02,51.51499938964844
2021-08-03,51.08200073242188
2021-08-04,51.73500061035156
2021-08-05,52.48899841308594
2021-08-06,52.05500030517578
2021-08-09,51.99700164794922
2021-08-10,51.58399963378906
2021-08-11,51.2400016784668
2021-08-12,51.071998596191406
2021-08-13,51.59199905395508
2021-08-16,51.79199981689453
2021-08-17,51.89099884033203
",
3005,US,technical,"What is the value of Average True Range for KeyCorp on October 01, 2021? (Standard period: 14; ATR calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5802,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|); ATR = Wilder_n(TR); Wilder Smoothing alpha = 1/n","date,high,low,close
2021-07-14,20.399999618530277,19.68000030517578,19.989999771118164
2021-07-15,20.32999992370605,19.700000762939453,20.15999984741211
2021-07-16,20.34000015258789,19.299999237060547,19.350000381469727
2021-07-19,19.01000022888184,18.350000381469727,18.489999771118164
2021-07-20,19.399999618530277,17.899999618530273,19.100000381469727
2021-07-21,19.65999984741211,19.299999237060547,19.40999984741211
2021-07-22,19.34000015258789,18.8799991607666,19.0
2021-07-23,19.530000686645508,19.01000022888184,19.100000381469727
2021-07-26,19.530000686645508,19.15999984741211,19.350000381469727
2021-07-27,19.540000915527344,18.989999771118164,19.36000061035156
2021-07-28,19.809999465942383,19.209999084472656,19.59000015258789
2021-07-29,20.059999465942383,19.6299991607666,19.8700008392334
2021-07-30,20.06999969482422,19.549999237060547,19.65999984741211
2021-08-02,20.309999465942383,19.530000686645508,19.540000915527344
2021-08-03,20.06999969482422,19.299999237060547,20.01000022888184
2021-08-04,20.100000381469727,19.59000015258789,19.6299991607666
2021-08-05,19.989999771118164,19.76000022888184,19.899999618530277
2021-08-06,20.559999465942383,20.15999984741211,20.32999992370605
2021-08-09,20.46999931335449,20.0,20.200000762939453
2021-08-10,20.68000030517578,20.07999992370605,20.57999992370605
2021-08-11,20.920000076293945,20.3799991607666,20.8799991607666
2021-08-12,20.93000030517578,20.6200008392334,20.82999992370605
2021-08-13,20.989999771118164,20.57999992370605,20.68000030517578
2021-08-16,20.63999938964844,20.21999931335449,20.520000457763672
2021-08-17,20.459999084472656,19.920000076293945,20.209999084472656
2021-08-18,20.420000076293945,19.989999771118164,20.020000457763672
2021-08-19,19.979999542236328,19.56999969482422,19.739999771118164
2021-08-20,19.920000076293945,19.59000015258789,19.90999984741211
2021-08-23,20.270000457763672,20.020000457763672,20.15999984741211
2021-08-24,20.479999542236328,20.18000030517578,20.40999984741211
2021-08-25,20.979999542236328,20.38999938964844,20.850000381469727
2021-08-26,20.940000534057617,20.420000076293945,20.51000022888184
2021-08-27,20.940000534057617,20.479999542236328,20.88999938964844
2021-08-30,20.75,20.15999984741211,20.170000076293945
2021-08-31,20.479999542236328,20.1200008392334,20.31999969482422
2021-09-01,20.36000061035156,19.920000076293945,20.01000022888184
2021-09-02,20.31999969482422,19.93000030517578,20.1200008392334
2021-09-03,21.11000061035156,19.899999618530277,20.049999237060547
2021-09-07,20.38999938964844,20.030000686645508,20.040000915527344
2021-09-08,20.059999465942383,19.700000762939453,19.739999771118164
2021-09-09,20.15999984741211,19.61000061035156,19.96999931335449
2021-09-10,20.15999984741211,19.84000015258789,19.8700008392334
2021-09-13,20.76000022888184,20.020000457763672,20.71999931335449
2021-09-14,20.940000534057617,20.459999084472656,20.600000381469727
2021-09-15,21.13999938964844,20.700000762939453,21.0
2021-09-16,21.21999931335449,20.850000381469727,20.88999938964844
2021-09-17,21.18000030517578,20.68000030517578,20.76000022888184
2021-09-20,20.190000534057617,19.68000030517578,20.059999465942383
2021-09-21,20.25,19.799999237060547,19.93000030517578
2021-09-22,20.530000686645508,20.18000030517578,20.309999465942383
2021-09-23,21.13999938964844,20.489999771118164,20.96999931335449
2021-09-24,21.34000015258789,20.96999931335449,21.13999938964844
2021-09-27,21.93000030517578,21.38999938964844,21.81999969482422
2021-09-28,22.11000061035156,21.700000762939453,21.75
2021-09-29,22.06999969482422,21.65999984741211,21.989999771118164
2021-09-30,22.18000030517578,21.6200008392334,21.6200008392334
2021-10-01,22.5,21.780000686645508,22.34000015258789
",
3006,US,technical,"On September 02, 2022, what is the Average True Range value for Idexx Laboratories? (Standard period: 14; ATR calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.7413,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|); ATR = Wilder_n(TR); Wilder Smoothing alpha = 1/n","date,high,low,close
2022-06-14,338.010009765625,322.7799987792969,328.989990234375
2022-06-15,339.0599975585937,325.7699890136719,333.94000244140625
2022-06-16,329.1499938964844,318.5,327.3699951171875
2022-06-17,336.3099975585937,327.3800048828125,328.04998779296875
2022-06-21,334.8399963378906,329.5299987792969,332.0299987792969
2022-06-22,337.7300109863281,328.5,333.1099853515625
2022-06-23,355.94000244140625,337.45001220703125,355.6199951171875
2022-06-24,366.5499877929688,357.7699890136719,361.4800109863281
2022-06-27,364.2999877929688,354.7799987792969,359.0299987792969
2022-06-28,363.8500061035156,347.9200134277344,349.2099914550781
2022-06-29,361.9200134277344,342.69000244140625,358.2200012207031
2022-06-30,357.510009765625,342.510009765625,350.7300109863281
2022-07-01,359.5299987792969,348.57000732421875,358.44000244140625
2022-07-05,366.9700012207031,351.7799987792969,366.8699951171875
2022-07-06,380.7799987792969,366.9800109863281,375.2200012207031
2022-07-07,383.2000122070313,370.7300109863281,382.5199890136719
2022-07-08,383.3800048828125,375.7099914550781,378.4500122070313
2022-07-11,375.2000122070313,366.8200073242188,369.6600036621094
2022-07-12,379.5899963378906,360.3900146484375,362.4599914550781
2022-07-13,366.5899963378906,350.3900146484375,363.3299865722656
2022-07-14,367.2000122070313,356.3500061035156,366.05999755859375
2022-07-15,376.3399963378906,368.4200134277344,370.1400146484375
2022-07-18,373.5400085449219,359.54998779296875,360.6000061035156
2022-07-19,379.7000122070313,366.2999877929688,377.1000061035156
2022-07-20,386.7300109863281,374.3900146484375,383.80999755859375
2022-07-21,398.9100036621094,387.3699951171875,398.3500061035156
2022-07-22,408.6000061035156,389.6199951171875,393.510009765625
2022-07-25,383.8599853515625,371.8999938964844,375.55999755859375
2022-07-26,381.6000061035156,373.0499877929688,377.0
2022-07-27,387.4800109863281,376.8500061035156,385.9599914550781
2022-07-28,399.0400085449219,383.6199951171875,398.55999755859375
2022-07-29,403.2000122070313,391.9200134277344,399.1799926757813
2022-08-01,401.9700012207031,392.5899963378906,398.1300048828125
2022-08-02,410.0,380.3800048828125,398.9299926757813
2022-08-03,410.5199890136719,396.6099853515625,406.8699951171875
2022-08-04,410.1700134277344,401.30999755859375,405.0199890136719
2022-08-05,409.739990234375,394.510009765625,407.7799987792969
2022-08-08,417.7699890136719,406.3299865722656,407.0
2022-08-09,407.010009765625,388.3599853515625,388.6000061035156
2022-08-10,401.5700073242188,394.4100036621094,400.2900085449219
2022-08-11,409.9500122070313,395.1400146484375,396.6799926757813
2022-08-12,407.0899963378906,393.8800048828125,396.4299926757813
2022-08-15,398.6300048828125,387.8699951171875,390.8500061035156
2022-08-16,387.8999938964844,370.9599914550781,382.239990234375
2022-08-17,379.3399963378906,368.1700134277344,374.010009765625
2022-08-18,376.1000061035156,366.25,374.75
2022-08-19,376.6700134277344,369.7799987792969,373.739990234375
2022-08-22,369.0,356.1300048828125,358.3999938964844
2022-08-23,359.1199951171875,352.29998779296875,356.9100036621094
2022-08-24,362.75,355.5,360.5499877929688
2022-08-25,371.8699951171875,360.8999938964844,371.2099914550781
2022-08-26,374.5,349.1300048828125,349.8999938964844
2022-08-29,351.8500061035156,345.75,349.04998779296875
2022-08-30,353.69000244140625,345.6600036621094,348.8399963378906
2022-08-31,356.07000732421875,346.25,347.6199951171875
2022-09-01,350.5,337.8999938964844,349.92999267578125
2022-09-02,355.5899963378906,341.1300048828125,343.8299865722656
",
3007,US,technical,"What was Mosaic Company (The)'s Average True Range on December 28, 2023? (Standard period: 14; ATR calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0629,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|); ATR = Wilder_n(TR); Wilder Smoothing alpha = 1/n","date,high,low,close
2023-10-09,36.0099983215332,33.95000076293945,35.97999954223633
2023-10-10,36.90999984741211,36.08000183105469,36.47999954223633
2023-10-11,37.02000045776367,35.849998474121094,36.130001068115234
2023-10-12,36.459999084472656,35.400001525878906,36.13999938964844
2023-10-13,37.0,35.959999084472656,36.36000061035156
2023-10-16,37.02999877929688,36.36000061035156,36.38999938964844
2023-10-17,37.41999816894531,36.150001525878906,37.130001068115234
2023-10-18,37.13999938964844,36.41999816894531,36.68000030517578
2023-10-19,37.22999954223633,36.29999923706055,36.43999862670898
2023-10-20,36.20000076293945,35.189998626708984,35.40999984741211
2023-10-23,34.70000076293945,33.529998779296875,33.68000030517578
2023-10-24,34.66999816894531,33.869998931884766,34.15999984741211
2023-10-25,33.939998626708984,33.02000045776367,33.36000061035156
2023-10-26,33.93000030517578,33.36000061035156,33.65999984741211
2023-10-27,33.7400016784668,32.900001525878906,33.09000015258789
2023-10-30,34.119998931884766,33.2400016784668,33.47999954223633
2023-10-31,33.279998779296875,32.22999954223633,32.47999954223633
2023-11-01,32.7400016784668,31.950000762939453,32.290000915527344
2023-11-02,33.68000030517578,32.119998931884766,33.65999984741211
2023-11-03,34.150001525878906,33.0,33.36000061035156
2023-11-06,33.5099983215332,32.40999984741211,32.47999954223633
2023-11-07,32.33000183105469,31.739999771118164,31.93000030517578
2023-11-08,33.5099983215332,31.600000381469727,32.77000045776367
2023-11-09,34.70000076293945,33.209999084472656,33.619998931884766
2023-11-10,33.72999954223633,33.0099983215332,33.63999938964844
2023-11-13,34.66999816894531,33.45000076293945,34.5
2023-11-14,36.34999847412109,35.369998931884766,35.90999984741211
2023-11-15,37.4900016784668,35.9900016784668,37.310001373291016
2023-11-16,37.63999938964844,36.16999816894531,36.77999877929688
2023-11-17,37.18000030517578,35.72999954223633,36.150001525878906
2023-11-20,36.25,35.5099983215332,36.209999084472656
2023-11-21,36.22999954223633,35.439998626708984,35.91999816894531
2023-11-22,36.06999969482422,35.099998474121094,36.0099983215332
2023-11-24,36.93999862670898,36.09999847412109,36.40999984741211
2023-11-27,36.16999816894531,35.68000030517578,36.0
2023-11-28,36.41999816894531,35.439998626708984,36.27999877929688
2023-11-29,36.75,36.119998931884766,36.41999816894531
2023-11-30,36.5,35.61000061035156,35.88999938964844
2023-12-01,37.130001068115234,35.81999969482422,36.900001525878906
2023-12-04,36.959999084472656,36.02000045776367,36.11000061035156
2023-12-05,36.220001220703125,35.060001373291016,35.150001525878906
2023-12-06,35.7599983215332,34.97999954223633,35.08000183105469
2023-12-07,36.43999862670898,35.349998474121094,35.90999984741211
2023-12-08,36.22999954223633,35.310001373291016,35.68000030517578
2023-12-11,35.95000076293945,35.22999954223633,35.88999938964844
2023-12-12,35.720001220703125,34.65999984741211,34.77000045776367
2023-12-13,36.540000915527344,34.560001373291016,36.459999084472656
2023-12-14,38.060001373291016,36.97999954223633,37.09999847412109
2023-12-15,37.29999923706055,36.22999954223633,36.619998931884766
2023-12-18,37.709999084472656,36.959999084472656,37.0
2023-12-19,38.29999923706055,37.209999084472656,38.150001525878906
2023-12-20,37.630001068115234,35.970001220703125,35.97999954223633
2023-12-21,36.4900016784668,35.650001525878906,36.33000183105469
2023-12-22,36.93000030517578,36.04999923706055,36.209999084472656
2023-12-26,36.59999847412109,36.15999984741211,36.40999984741211
2023-12-27,36.68999862670898,36.2400016784668,36.54999923706055
2023-12-28,36.72999954223633,36.09000015258789,36.11000061035156
",
3008,US,technical,"For Average True Range, what is the value of Synchrony Financial on October 23, 2024? (Standard period: 14; ATR calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.3878,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|); ATR = Wilder_n(TR); Wilder Smoothing alpha = 1/n","date,high,low,close
2024-08-05,44.060001373291016,41.994998931884766,43.77000045776367
2024-08-06,45.01499938964844,43.560001373291016,44.310001373291016
2024-08-07,45.959999084472656,44.220001220703125,44.29999923706055
2024-08-08,45.97999954223633,44.869998931884766,45.7599983215332
2024-08-09,46.59999847412109,45.77000045776367,46.56999969482422
2024-08-12,46.93000030517578,45.415000915527344,45.650001525878906
2024-08-13,45.97499847412109,45.33000183105469,45.7400016784668
2024-08-14,46.584999084472656,45.619998931884766,46.31999969482422
2024-08-15,47.744998931884766,45.81999969482422,45.88999938964844
2024-08-16,46.68999862670898,45.84000015258789,46.619998931884766
2024-08-19,47.650001525878906,46.70000076293945,47.630001068115234
2024-08-20,47.5099983215332,46.77999877929688,47.11000061035156
2024-08-21,47.36199951171875,46.7599983215332,47.2400016784668
2024-08-22,47.56999969482422,47.0099983215332,47.20000076293945
2024-08-23,48.790000915527344,47.20000076293945,48.59999847412109
2024-08-26,49.10499954223633,48.560001373291016,48.869998931884766
2024-08-27,49.20000076293945,48.59999847412109,48.810001373291016
2024-08-28,49.54999923706055,48.52999877929688,49.52000045776367
2024-08-29,50.220001220703125,49.27000045776367,49.77999877929688
2024-08-30,50.560001373291016,49.65999984741211,50.2599983215332
2024-09-03,49.959999084472656,49.0,49.29999923706055
2024-09-04,49.93000030517578,48.77999877929688,49.18999862670898
2024-09-05,49.720001220703125,48.310001373291016,48.66999816894531
2024-09-06,49.53900146484375,47.150001525878906,47.40999984741211
2024-09-09,48.54999923706055,47.65999984741211,48.16999816894531
2024-09-10,47.630001068115234,44.0,46.150001525878906
2024-09-11,46.16999816894531,44.630001068115234,45.84000015258789
2024-09-12,46.43000030517578,45.44499969482422,46.40999984741211
2024-09-13,47.34000015258789,46.68999862670898,47.130001068115234
2024-09-16,47.459999084472656,46.51499938964844,47.33000183105469
2024-09-17,49.58000183105469,47.52000045776367,49.18999862670898
2024-09-18,49.650001525878906,48.36000061035156,48.88999938964844
2024-09-19,51.22999954223633,49.58000183105469,51.02999877929688
2024-09-20,51.15499877929688,50.38999938964844,50.58000183105469
2024-09-23,51.31999969482422,49.67499923706055,49.70000076293945
2024-09-24,49.90999984741211,47.59000015258789,48.209999084472656
2024-09-25,48.5,47.89500045776367,48.20000076293945
2024-09-26,49.209999084472656,47.959999084472656,49.040000915527344
2024-09-27,50.18000030517578,48.95000076293945,49.650001525878906
2024-09-30,49.90999984741211,49.150001525878906,49.880001068115234
2024-10-01,49.7599983215332,48.27999877929688,49.0099983215332
2024-10-02,50.26499938964844,48.880001068115234,49.58000183105469
2024-10-03,49.91999816894531,48.69499969482422,49.560001373291016
2024-10-04,51.93999862670898,50.619998931884766,51.86000061035156
2024-10-07,51.959999084472656,51.220001220703125,51.56999969482422
2024-10-08,51.86000061035156,51.02000045776367,51.18999862670898
2024-10-09,52.0890007019043,51.13999938964844,52.0
2024-10-10,52.290000915527344,51.40999984741211,51.58000183105469
2024-10-11,53.29999923706055,51.77000045776367,53.150001525878906
2024-10-14,53.91999816894531,52.625,53.68999862670898
2024-10-15,54.790000915527344,53.18000030517578,53.290000915527344
2024-10-16,56.59000015258789,54.0099983215332,56.52000045776367
2024-10-17,57.26499938964844,56.02999877929688,56.70000076293945
2024-10-18,56.47999954223633,55.040000915527344,56.41999816894531
2024-10-21,56.58000183105469,55.54999923706055,55.810001373291016
2024-10-22,55.810001373291016,55.18999862670898,55.66999816894531
2024-10-23,55.84000015258789,54.55500030517578,55.0
",
3009,US,technical,"Calculate the Average True Range value for Oracle Corporation on December 26, 2024. (Standard period: 14; ATR calculation uses Wilder Smoothing, using the first data point as the initial value; Require 4n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.8355,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|); ATR = Wilder_n(TR); Wilder Smoothing alpha = 1/n","date,high,low,close
2024-10-07,172.3300018310547,169.5500030517578,169.97000122070312
2024-10-08,174.63999938964844,170.44000244140625,174.3699951171875
2024-10-09,178.61000061035156,173.80999755859375,178.2899932861328
2024-10-10,178.3000030517578,174.17999267578125,175.41000366210938
2024-10-11,177.0,174.39999389648438,175.77000427246094
2024-10-14,177.22000122070312,175.5,176.1199951171875
2024-10-15,178.22000122070312,173.75,174.08999633789062
2024-10-16,174.91000366210938,171.63999938964844,174.77000427246094
2024-10-17,177.75,175.13999938964844,175.67999267578125
2024-10-18,176.97000122070312,174.5800018310547,174.69000244140625
2024-10-21,175.14999389648438,173.16000366210938,173.75999450683594
2024-10-22,175.85000610351562,174.27999877929688,175.30999755859375
2024-10-23,176.07000732421875,173.00999450683594,173.10000610351562
2024-10-24,174.9499969482422,172.91000366210938,174.3800048828125
2024-10-25,176.2899932861328,173.10000610351562,173.52000427246094
2024-10-28,174.1699981689453,172.13999938964844,172.4199981689453
2024-10-29,174.02000427246094,172.2899932861328,173.42999267578125
2024-10-30,176.16000366210938,172.7899932861328,174.55999755859375
2024-10-31,170.8800048828125,167.39999389648438,167.83999633789062
2024-11-01,172.27000427246094,169.10000610351562,170.02000427246094
2024-11-04,170.47999572753906,168.72999572753906,169.58999633789062
2024-11-05,171.88999938964844,170.32000732421875,171.77999877929688
2024-11-06,182.1000061035156,177.4199981689453,181.2400054931641
2024-11-07,186.6699981689453,180.5399932861328,186.3699951171875
2024-11-08,190.16000366210935,186.25999450683597,189.25
2024-11-11,191.5,187.83999633789065,189.1300048828125
2024-11-12,190.6100006103516,187.1999969482422,189.5800018310547
2024-11-13,191.7700042724609,188.7899932861328,189.6300048828125
2024-11-14,189.58999633789065,186.7100067138672,187.0500030517578
2024-11-15,185.8000030517578,182.3300018310547,183.7400054931641
2024-11-18,186.17999267578125,182.8800048828125,185.72999572753903
2024-11-19,189.32000732421875,184.32000732421875,188.8999938964844
2024-11-20,190.97000122070312,187.82000732421875,190.75
2024-11-21,196.0399932861328,191.63999938964844,192.42999267578125
2024-11-22,194.1999969482422,191.05999755859372,192.2899932861328
2024-11-25,194.75,187.9900054931641,187.9900054931641
2024-11-26,192.3999938964844,188.32000732421875,190.3699951171875
2024-11-27,188.9600067138672,182.22000122070312,182.6999969482422
2024-11-29,185.92999267578125,184.0,184.83999633789065
2024-12-02,185.2899932861328,181.0,181.41000366210935
2024-12-03,183.0399932861328,179.11000061035156,182.88999938964844
2024-12-04,189.7899932861328,185.8999938964844,188.19000244140625
2024-12-05,189.0200042724609,185.8500061035156,186.2400054931641
2024-12-06,192.6300048828125,186.3800048828125,191.69000244140625
2024-12-09,198.30999755859372,188.92999267578125,190.4499969482422
2024-12-10,177.8000030517578,171.05999755859375,177.74000549316406
2024-12-11,181.3800048828125,174.8300018310547,178.5800018310547
2024-12-12,178.1699981689453,174.80999755859375,175.32000732421875
2024-12-13,176.13999938964844,171.63999938964844,173.38999938964844
2024-12-16,174.27000427246094,170.92999267578125,171.22999572753906
2024-12-17,172.99000549316406,169.27000427246094,169.7100067138672
2024-12-18,171.22999572753906,165.36000061035156,165.41000366210938
2024-12-19,171.0,167.39999389648438,168.7899932861328
2024-12-20,171.25999450683594,165.6300048828125,169.66000366210938
2024-12-23,169.6199951171875,167.1699981689453,169.13999938964844
2024-12-24,171.77000427246094,169.02999877929688,171.41000366210938
2024-12-26,172.5500030517578,170.5,171.67999267578125
",
3010,US,technical,"What is the value of Ease of Movement for Procter & Gamble on December 29, 2022? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0837,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove),"date,high,low,volume
2022-12-08,151.3800048828125,149.00999450683594,5187100
2022-12-09,151.9499969482422,150.22000122070312,5868200
2022-12-12,152.55999755859375,151.0399932861328,6142400
2022-12-13,154.22999572753906,150.7899932861328,7680600
2022-12-14,154.44000244140625,152.1699981689453,7385600
2022-12-15,152.0,149.74000549316406,7117200
2022-12-16,151.07000732421875,149.02000427246094,19966400
2022-12-19,151.3800048828125,149.24000549316406,5881800
2022-12-20,150.89999389648438,149.27000427246094,5646100
2022-12-21,152.6300048828125,150.72000122070312,5024700
2022-12-22,152.41000366210938,150.8800048828125,5904900
2022-12-23,152.9199981689453,151.6699981689453,3401800
2022-12-27,154.32000732421875,152.66000366210938,4215100
2022-12-28,154.64999389648438,151.89999389648438,4197500
2022-12-29,153.24000549316406,152.13999938964844,3809100
",
3011,US,technical,"On October 31, 2025, what is the Ease of Movement value for Baker Hughes? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0294,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove),"date,high,low,volume
2025-10-13,45.93999862670898,45.040000915527344,11107900
2025-10-14,45.36000061035156,43.91999816894531,9227800
2025-10-15,45.66999816894531,44.220001220703125,7972200
2025-10-16,45.119998931884766,44.25,8097300
2025-10-17,45.5,44.41999816894531,8216300
2025-10-20,46.38999938964844,45.20000076293945,6771900
2025-10-21,47.40999984741211,45.630001068115234,11386600
2025-10-22,48.33000183105469,46.720001220703125,8747500
2025-10-23,49.08000183105469,48.0,9548800
2025-10-24,50.41999816894531,46.84999847412109,13058600
2025-10-27,48.20000076293945,46.119998931884766,8753600
2025-10-28,47.97999954223633,46.38999938964844,9193800
2025-10-29,48.84999847412109,47.58000183105469,7071700
2025-10-30,49.15999984741211,47.70000076293945,6193500
2025-10-31,48.97999954223633,47.95000076293945,6960400
",
3012,US,technical,"What was Adobe Inc.'s Ease of Movement on April 28, 2022? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-11.7822,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove),"date,high,low,volume
2022-04-07,455.9200134277344,440.760009765625,2757800
2022-04-08,454.4100036621094,443.3699951171875,2260700
2022-04-11,440.0,429.739990234375,2932100
2022-04-12,444.4400024414063,425.1600036621094,2199000
2022-04-13,433.5199890136719,425.6700134277344,3078900
2022-04-14,435.9500122070313,420.0299987792969,2597000
2022-04-18,429.6900024414063,418.7300109863281,2594700
2022-04-19,437.489990234375,420.6400146484375,1962700
2022-04-20,442.4400024414063,427.2000122070313,2094400
2022-04-21,438.9400024414063,416.3599853515625,2390100
2022-04-22,424.3299865722656,408.0199890136719,3198800
2022-04-25,414.0799865722656,401.6700134277344,3368800
2022-04-26,411.6099853515625,397.4700012207031,2820100
2022-04-27,412.4599914550781,396.80999755859375,3080700
2022-04-28,414.2699890136719,398.489990234375,2593900
",
3013,US,technical,"For Ease of Movement, what is the value of Kraft Heinz on March 02, 2023? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0038,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove),"date,high,low,volume
2023-02-09,39.34000015258789,38.68000030517578,4941900
2023-02-10,39.84999847412109,38.93999862670898,5555200
2023-02-13,40.380001068115234,39.7599983215332,6591800
2023-02-14,40.40999984741211,39.7400016784668,7316000
2023-02-15,40.27999877929688,39.380001068115234,7756100
2023-02-16,39.8849983215332,39.27999877929688,8923000
2023-02-17,40.20000076293945,39.619998931884766,10134500
2023-02-21,40.25,39.27999877929688,8349000
2023-02-22,40.040000915527344,39.470001220703125,6589400
2023-02-23,39.89500045776367,39.47999954223633,4959200
2023-02-24,39.82500076293945,39.45000076293945,5082100
2023-02-27,40.01499938964844,39.54100036621094,4497200
2023-02-28,39.68999862670898,38.869998931884766,8956200
2023-03-01,38.900001525878906,38.09999847412109,5550400
2023-03-02,38.8849983215332,38.369998931884766,3976800
",
3014,US,technical,"Calculate the Ease of Movement value for Gartner on June 30, 2025. (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-14.4711,easy,volume,MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove),"date,high,low,volume
2025-06-09,426.2900085449219,420.3299865722656,509100
2025-06-10,430.1900024414063,419.8599853515625,913200
2025-06-11,424.8699951171875,411.5899963378906,1042100
2025-06-12,416.739990234375,410.9200134277344,1023800
2025-06-13,413.260009765625,404.510009765625,558800
2025-06-16,409.9800109863281,405.7799987792969,680400
2025-06-17,409.9500122070313,404.0,460000
2025-06-18,406.6400146484375,398.8399963378906,712100
2025-06-20,401.25,390.1600036621094,1951500
2025-06-23,398.5199890136719,390.7099914550781,1715900
2025-06-24,402.30999755859375,395.260009765625,936000
2025-06-25,404.30999755859375,397.3800048828125,832100
2025-06-26,404.9599914550781,398.4700012207031,897500
2025-06-27,408.55999755859375,400.010009765625,1040400
2025-06-30,406.5799865722656,402.1199951171875,957700
",
3015,US,technical,"What is the value of Money Flow Index for Skyworks Solutions on December 26, 2025? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.2554,easy,volume,TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2025-12-05,70.0999984741211,68.47000122070312,69.31999969482422,2415700
2025-12-08,70.30999755859375,68.61000061035156,69.20999908447266,2583700
2025-12-09,69.44999694824219,68.04000091552734,68.54000091552734,2468400
2025-12-10,69.5999984741211,67.72000122070312,68.80999755859375,2951900
2025-12-11,68.5199966430664,67.08999633789062,68.25,2158300
2025-12-12,68.80999755859375,66.5999984741211,66.97000122070312,3372900
2025-12-15,68.11000061035156,66.16000366210938,66.37000274658203,2429100
2025-12-16,66.93000030517578,65.05000305175781,66.0199966430664,2556400
2025-12-17,66.77999877929688,64.4800033569336,65.0,2179100
2025-12-18,66.33999633789062,64.44000244140625,64.48999786376953,2646000
2025-12-19,65.5199966430664,64.1500015258789,64.68000030517578,5855300
2025-12-22,65.80000305175781,64.87000274658203,65.23999786376953,2139900
2025-12-23,65.25,64.29000091552734,64.4800033569336,1755200
2025-12-24,65.11000061035156,64.20999908447266,64.51000213623047,743000
2025-12-26,64.83999633789062,64.16999816894531,64.20999908447266,1433500
",
3016,US,technical,"On March 26, 2020, what is the Money Flow Index value for Dow Inc.? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",44.5612,easy,volume,TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2020-03-06,39.68999862670898,38.310001373291016,38.970001220703125,6928400
2020-03-09,34.939998626708984,30.43000030517578,30.530000686645508,15081500
2020-03-10,33.33000183105469,29.315000534057617,31.399999618530277,12975400
2020-03-11,30.32999992370605,27.850000381469727,27.989999771118164,12444100
2020-03-12,26.38999938964844,22.38999938964844,23.670000076293945,18163300
2020-03-13,28.01000022888184,22.57999992370605,25.690000534057617,17350800
2020-03-16,25.43000030517578,21.950000762939453,22.0,12345400
2020-03-17,27.600000381469727,22.739999771118164,26.600000381469727,19873300
2020-03-18,28.290000915527344,24.51000022888184,26.440000534057617,16955900
2020-03-19,31.350000381469727,25.93000030517578,28.1200008392334,13893400
2020-03-20,29.690000534057617,26.59000015258789,27.440000534057617,12649100
2020-03-23,28.43000030517578,26.01000022888184,26.57999992370605,11703100
2020-03-24,29.959999084472656,26.899999618530277,28.46999931335449,12333600
2020-03-25,32.42499923706055,28.600000381469727,30.3799991607666,10539200
2020-03-26,31.299999237060547,28.950000762939453,29.68000030517578,14298600
",
3017,US,technical,"What was Microchip Technology's Money Flow Index on January 28, 2025? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",56.0,easy,volume,TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2025-01-06,59.86000061035156,57.79999923706055,58.290000915527344,6946000
2025-01-07,59.27999877929688,57.209999084472656,57.470001220703125,10217500
2025-01-08,57.5,56.0099983215332,56.380001068115234,6226800
2025-01-10,55.869998931884766,54.470001220703125,55.18999862670898,7634000
2025-01-13,56.02999877929688,54.81999969482422,55.90999984741211,6656100
2025-01-14,56.90999984741211,55.380001068115234,56.880001068115234,6015300
2025-01-15,58.43000030517578,56.959999084472656,57.0,8972300
2025-01-16,57.27000045776367,55.34000015258789,56.18999862670898,7925700
2025-01-17,58.470001220703125,57.18000030517578,57.970001220703125,8272700
2025-01-21,59.66999816894531,57.61000061035156,58.5099983215332,6996100
2025-01-22,59.36000061035156,58.02999877929688,58.47999954223633,6901700
2025-01-23,59.58000183105469,56.970001220703125,59.56999969482422,6335100
2025-01-24,59.16999816894531,55.75,56.38999938964844,10300600
2025-01-27,58.34000015258789,56.630001068115234,57.22999954223633,15094900
2025-01-28,56.79999923706055,55.369998931884766,56.27999877929688,9813500
",
3018,US,technical,"For Money Flow Index, what is the value of Applied Materials on May 06, 2021? (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.9292,easy,volume,TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2021-04-16,134.74000549316406,133.00999450683594,133.72999572753906,7686300
2021-04-19,135.27999877929688,128.6999969482422,130.88999938964844,12826400
2021-04-20,131.6699981689453,128.30999755859375,128.58999633789062,7583300
2021-04-21,135.16000366210938,129.0,135.0500030517578,12108800
2021-04-22,135.74000549316406,130.4499969482422,131.75,11483500
2021-04-23,135.1699981689453,132.75,134.86000061035156,8079100
2021-04-26,138.6699981689453,134.1999969482422,137.3000030517578,7927200
2021-04-27,138.25,135.5500030517578,136.77999877929688,5767400
2021-04-28,136.9199981689453,134.57000732421875,135.69000244140625,6172700
2021-04-29,137.60000610351562,133.08999633789062,135.38999938964844,6668400
2021-04-30,134.39999389648438,131.39999389648438,132.7100067138672,8691800
2021-05-03,135.61000061035156,131.6999969482422,132.85000610351562,7750200
2021-05-04,130.67999267578125,125.31999969482422,128.72000122070312,14199100
2021-05-05,132.52000427246094,128.75999450683594,130.2899932861328,7276600
2021-05-06,131.88999938964844,127.76000213623048,131.72999572753906,7270500
",
3019,US,technical,"Calculate the Money Flow Index value for Johnson & Johnson on February 13, 2020. (Standard period: 14) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",57.6964,easy,volume,TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR),"date,high,low,close,volume
2020-01-24,148.9499969482422,147.92999267578125,148.32000732421875,9051900
2020-01-27,149.4600067138672,147.0,148.75,7587100
2020-01-28,150.57000732421875,148.14999389648438,149.5,7336600
2020-01-29,151.19000244140625,149.1300048828125,150.5399932861328,6288600
2020-01-30,150.50999450683594,149.0500030517578,150.36000061035156,6470600
2020-01-31,150.0,148.63999938964844,148.8699951171875,8651700
2020-02-03,150.49000549316406,149.24000549316406,150.1699981689453,5765200
2020-02-04,152.75,151.1999969482422,151.60000610351562,6541400
2020-02-05,154.02000427246094,151.30999755859375,153.99000549316406,5979900
2020-02-06,154.5,152.74000549316406,153.52999877929688,6201200
2020-02-07,153.4600067138672,151.5500030517578,151.88999938964844,5700300
2020-02-10,151.91000366210938,150.88999938964844,151.86000061035156,4835600
2020-02-11,152.3800048828125,151.5399932861328,151.99000549316406,3715300
2020-02-12,152.14999389648438,150.9199981689453,151.08999633789062,5166800
2020-02-13,151.0399932861328,149.8800048828125,150.08999633789062,5480200
",
3020,US,technical,"What is the value of Stochastic %K for Loews Corporation on March 24, 2020? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.0821,easy,momentum,"K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2020-02-25,52.33000183105469,50.27999877929688,50.36000061035156
2020-02-26,51.02000045776367,48.880001068115234,48.95000076293945
2020-02-27,48.33000183105469,46.209999084472656,46.209999084472656
2020-02-28,45.650001525878906,43.970001220703125,45.630001068115234
2020-03-02,48.709999084472656,45.54999923706055,48.68999862670898
2020-03-03,49.04999923706055,46.86000061035156,47.08000183105469
2020-03-04,48.58000183105469,46.81999969482422,48.5
2020-03-05,47.150001525878906,45.18000030517578,45.52999877929688
2020-03-06,44.65999984741211,43.209999084472656,44.18000030517578
2020-03-09,41.93999862670898,38.630001068115234,39.38999938964844
2020-03-10,43.2400016784668,40.2599983215332,43.18000030517578
2020-03-11,41.95000076293945,39.4900016784668,39.72999954223633
2020-03-12,37.310001373291016,33.18000030517578,33.189998626708984
2020-03-13,37.040000915527344,34.16999816894531,37.0099983215332
2020-03-16,37.959999084472656,32.220001220703125,33.41999816894531
2020-03-17,37.70000076293945,32.25,36.720001220703125
2020-03-18,34.900001525878906,31.65999984741211,34.59000015258789
2020-03-19,38.22999954223633,32.0,37.310001373291016
2020-03-20,37.970001220703125,30.8700008392334,31.26000022888184
2020-03-23,32.0,28.520000457763672,29.739999771118164
2020-03-24,33.9900016784668,30.51000022888184,33.7400016784668
",
3021,US,technical,"On July 07, 2020, what is the Stochastic %K value for Tapestry? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.0175,easy,momentum,"K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2020-06-08,18.149999618530277,17.170000076293945,17.979999542236328
2020-06-09,17.31999969482422,16.520000457763672,16.549999237060547
2020-06-10,16.5,15.4399995803833,15.479999542236328
2020-06-11,14.579999923706056,13.93000030517578,14.119999885559082
2020-06-12,15.149999618530272,14.039999961853027,14.479999542236328
2020-06-15,14.390000343322754,13.649999618530272,14.1899995803833
2020-06-16,15.68000030517578,14.789999961853027,14.989999771118164
2020-06-17,14.989999771118164,14.210000038146973,14.220000267028809
2020-06-18,14.449999809265137,13.800000190734863,13.979999542236328
2020-06-19,14.6899995803833,13.520000457763672,13.529999732971191
2020-06-22,13.859999656677246,13.300000190734863,13.710000038146973
2020-06-23,14.06999969482422,13.489999771118164,13.779999732971191
2020-06-24,13.579999923706056,12.6899995803833,12.800000190734863
2020-06-25,12.6899995803833,12.3100004196167,12.600000381469728
2020-06-26,12.770000457763672,12.300000190734863,12.550000190734863
2020-06-29,13.369999885559082,12.40999984741211,13.350000381469728
2020-06-30,13.520000457763672,12.970000267028809,13.279999732971191
2020-07-01,13.9399995803833,12.920000076293944,12.970000267028809
2020-07-02,13.619999885559082,12.920000076293944,13.010000228881836
2020-07-06,13.5,12.890000343322754,13.18000030517578
2020-07-07,13.15999984741211,12.630000114440918,12.649999618530272
",
3022,US,technical,"What was SBA Communications's Stochastic %K on September 19, 2024? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",72.9371,easy,momentum,"K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2024-08-21,219.5800018310547,217.41000366210935,219.3000030517578
2024-08-22,219.5399932861328,217.50999450683597,218.3699951171875
2024-08-23,228.02999877929688,219.02999877929688,227.27999877929688
2024-08-26,229.8999938964844,226.72000122070312,227.5399932861328
2024-08-27,228.88999938964844,225.5399932861328,228.50999450683597
2024-08-28,229.3500061035156,226.50999450683597,227.6699981689453
2024-08-29,227.6300048828125,223.0500030517578,226.5399932861328
2024-08-30,229.00999450683597,224.69000244140625,226.66000366210935
2024-09-03,233.6499938964844,225.8300018310547,230.80999755859372
2024-09-04,235.41000366210935,230.22000122070312,233.22000122070312
2024-09-05,236.9900054931641,232.50999450683597,233.3699951171875
2024-09-06,238.82000732421875,233.5399932861328,238.50999450683597
2024-09-09,241.8300018310547,236.0200042724609,239.8300018310547
2024-09-10,243.75,239.8999938964844,242.52999877929688
2024-09-11,242.33999633789065,236.80999755859372,241.83999633789065
2024-09-12,242.22999572753903,237.82000732421875,239.8500061035156
2024-09-13,243.47999572753903,239.0,242.9499969482422
2024-09-16,247.4499969482422,244.5,245.08999633789065
2024-09-17,246.66000366210935,243.55999755859372,245.0
2024-09-18,246.91000366210935,239.7700042724609,239.91000366210935
2024-09-19,240.82000732421875,232.17999267578125,238.2899932861328
",
3023,US,technical,"For Stochastic %K, what is the value of General Mills on May 25, 2021? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",47.3911,easy,momentum,"K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2021-04-27,60.75,60.13999938964844,60.540000915527344
2021-04-28,61.34000015258789,60.52999877929688,60.79999923706055
2021-04-29,61.65999984741211,60.79999923706055,61.43000030517578
2021-04-30,61.619998931884766,60.619998931884766,60.86000061035156
2021-05-03,62.02999877929688,60.86000061035156,61.59999847412109
2021-05-04,62.2599983215332,61.33000183105469,61.79999923706055
2021-05-05,61.90999984741211,60.9900016784668,61.83000183105469
2021-05-06,64.23999786376953,62.38999938964844,63.63999938964844
2021-05-07,63.68000030517578,62.400001525878906,63.04999923706055
2021-05-10,64.13999938964844,63.15999984741211,63.83000183105469
2021-05-11,64.30000305175781,62.81999969482422,63.11000061035156
2021-05-12,63.63999938964844,62.75,62.959999084472656
2021-05-13,64.6500015258789,62.43999862670898,63.97999954223633
2021-05-14,64.6500015258789,63.369998931884766,63.400001525878906
2021-05-17,63.61000061035156,62.540000915527344,62.790000915527344
2021-05-18,63.16999816894531,62.33000183105469,62.93000030517578
2021-05-19,63.040000915527344,62.16999816894531,62.59999847412109
2021-05-20,63.380001068115234,62.38999938964844,62.900001525878906
2021-05-21,63.880001068115234,62.95000076293945,63.130001068115234
2021-05-24,63.63999938964844,63.040000915527344,63.04999923706055
2021-05-25,63.20000076293945,62.31999969482422,62.84999847412109
",
3024,US,technical,"Calculate the Stochastic %K value for Boston Scientific on June 10, 2025. (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.5022,easy,momentum,"K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2025-05-12,104.5500030517578,101.81999969482422,102.87000274658205
2025-05-13,103.68000030517578,102.26000213623048,102.9499969482422
2025-05-14,103.4800033569336,102.56999969482422,102.9499969482422
2025-05-15,105.05999755859376,102.77999877929688,104.86000061035156
2025-05-16,106.23999786376952,104.72000122070312,106.04000091552734
2025-05-19,106.72000122070312,105.5199966430664,106.66000366210938
2025-05-20,106.66999816894533,105.3000030517578,106.54000091552734
2025-05-21,107.05999755859376,104.37000274658205,104.63999938964844
2025-05-22,105.0,103.56999969482422,104.5
2025-05-23,104.87000274658205,103.58000183105467,104.5
2025-05-27,106.66999816894533,105.22000122070312,106.16999816894533
2025-05-28,105.72000122070312,103.5,104.51000213623048
2025-05-29,105.0,103.87000274658205,104.5
2025-05-30,105.37000274658205,104.08999633789062,105.26000213623048
2025-06-02,105.26000213623048,102.81999969482422,104.16999816894533
2025-06-03,104.1999969482422,102.31999969482422,103.0999984741211
2025-06-04,103.48999786376952,102.4000015258789,102.43000030517578
2025-06-05,103.23999786376952,102.12999725341795,102.83000183105467
2025-06-06,105.77999877929688,100.95999908447266,102.08999633789062
2025-06-09,101.54000091552734,99.62000274658205,100.04000091552734
2025-06-10,100.45999908447266,98.98999786376952,99.33999633789062
",
3025,US,technical,"What is the value of Stochastic %D for Nasdaq Inc. on October 18, 2021? (Standard parameters: 14, 3, 3) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",81.9057,easy,momentum,"D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2021-09-15,65.71333312988281,64.83333587646484,65.27999877929688
2021-09-16,65.48666381835938,64.85333251953125,65.1433334350586
2021-09-17,64.97000122070312,63.66666793823242,64.30000305175781
2021-09-20,64.03666687011719,62.83666610717773,63.65999984741211
2021-09-21,64.23999786376953,63.7400016784668,63.96666717529297
2021-09-22,64.9000015258789,64.01667022705078,64.83333587646484
2021-09-23,65.57666778564453,65.086669921875,65.1933364868164
2021-09-24,65.70999908447266,64.79666900634766,65.59333038330078
2021-09-27,65.54666900634766,64.83999633789062,65.26000213623047
2021-09-28,64.77666473388672,63.12666702270508,63.6533317565918
2021-09-29,64.80332946777344,63.63999938964844,64.663330078125
2021-09-30,65.77666473388672,64.3066635131836,64.33999633789062
2021-10-01,64.91666412353516,63.5533332824707,64.57666778564453
2021-10-04,65.11000061035156,62.913333892822266,62.9900016784668
2021-10-05,65.1933364868164,63.08666610717773,65.086669921875
2021-10-06,65.30000305175781,64.0999984741211,64.87999725341797
2021-10-07,66.36333465576172,65.33333587646484,65.97000122070312
2021-10-08,66.38333129882812,65.51000213623047,65.80000305175781
2021-10-11,67.5,65.41999816894531,65.8933334350586
2021-10-12,66.30000305175781,65.39666748046875,65.82666778564453
2021-10-13,66.27999877929688,65.05000305175781,65.8066635131836
2021-10-14,67.07333374023438,66.29666900634766,66.87999725341797
2021-10-15,67.8066635131836,66.77666473388672,67.67333221435547
2021-10-18,68.17333221435547,67.27666473388672,67.83000183105469
",
3026,US,technical,"On May 21, 2024, what is the Stochastic %D value for Arch Capital Group? (Standard parameters: 14, 3, 3) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",87.7009,easy,momentum,"D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2024-04-18,91.91999816894533,90.88999938964844,91.38999938964844
2024-04-19,92.97000122070312,90.91000366210938,92.93000030517578
2024-04-22,94.5999984741211,93.0,93.8499984741211
2024-04-23,94.37000274658205,93.4499969482422,93.77999877929688
2024-04-24,93.66999816894533,92.70999908447266,93.19000244140624
2024-04-25,93.45999908447266,92.38999938964844,93.0500030517578
2024-04-26,92.43000030517578,90.77999877929688,90.9000015258789
2024-04-29,91.63999938964844,90.61000061035156,91.25
2024-04-30,94.04000091552734,90.5500030517578,93.54000091552734
2024-05-01,96.58000183105467,93.62999725341795,95.8000030517578
2024-05-02,96.44000244140624,94.5,95.16999816894533
2024-05-03,95.58999633789062,92.77999877929688,94.41000366210938
2024-05-06,97.16999816894533,94.76000213623048,97.13999938964844
2024-05-07,98.54000091552734,97.04000091552734,98.20999908447266
2024-05-08,99.6999969482422,98.20999908447266,98.93000030517578
2024-05-09,99.63999938964844,98.54000091552734,99.62999725341795
2024-05-10,100.86000061035156,99.75,100.0500030517578
2024-05-13,100.33000183105467,97.83999633789062,97.91000366210938
2024-05-14,98.30999755859376,97.29000091552734,97.9000015258789
2024-05-15,98.38999938964844,97.31999969482422,97.87000274658205
2024-05-16,99.37000274658205,98.4499969482422,98.81999969482422
2024-05-17,101.27999877929688,99.2699966430664,100.98999786376952
2024-05-20,101.26000213623048,100.13999938964844,100.16999816894533
2024-05-21,102.41000366210938,100.55999755859376,101.6500015258789
",
3027,US,technical,"What was NextEra Energy's Stochastic %D on May 12, 2025? (Standard parameters: 14, 3, 3) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",78.279,easy,momentum,"D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2025-04-08,66.58000183105469,63.20000076293945,64.11000061035156
2025-04-09,67.79000091552734,61.720001220703125,67.58000183105469
2025-04-10,67.5,65.23999786376953,66.72000122070312
2025-04-11,66.98999786376953,64.5999984741211,65.80999755859375
2025-04-14,68.12000274658203,65.95999908447266,67.69000244140625
2025-04-15,68.44000244140625,67.52999877929688,67.66000366210938
2025-04-16,68.05000305175781,65.30000305175781,65.63999938964844
2025-04-17,67.33999633789062,65.97000122070312,66.30999755859375
2025-04-21,66.05999755859375,63.63999938964844,64.68000030517578
2025-04-22,66.80000305175781,65.3499984741211,66.63999938964844
2025-04-23,69.0999984741211,66.98999786376953,67.2699966430664
2025-04-24,67.19999694824219,65.23999786376953,66.3499984741211
2025-04-25,66.87000274658203,65.36000061035156,66.08999633789062
2025-04-28,66.33999633789062,65.27999877929688,66.19000244140625
2025-04-29,67.4000015258789,65.72000122070312,67.25
2025-04-30,67.20999908447266,65.45999908447266,66.87999725341797
2025-05-01,67.62999725341797,65.94000244140625,66.05000305175781
2025-05-02,67.37000274658203,65.98999786376953,67.08999633789062
2025-05-05,67.02999877929688,65.87999725341797,66.0999984741211
2025-05-06,66.88999938964844,65.3499984741211,66.54000091552734
2025-05-07,67.9800033569336,65.97000122070312,67.36000061035156
2025-05-08,69.37999725341797,66.91000366210938,68.31999969482422
2025-05-09,70.48999786376953,68.44999694824219,70.30999755859375
2025-05-12,70.98999786376953,68.69999694824219,69.69000244140625
",
3028,US,technical,"For Stochastic %D, what is the value of Elevance Health on February 29, 2024? (Standard parameters: 14, 3, 3) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",50.1614,easy,momentum,"D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2024-01-26,485.6900024414063,479.7699890136719,483.7999877929688
2024-01-29,487.2900085449219,480.9299926757813,486.5299987792969
2024-01-30,492.8299865722656,486.6900024414063,492.3500061035156
2024-01-31,497.2999877929688,492.5700073242188,493.4400024414063
2024-02-01,496.989990234375,488.3999938964844,495.4299926757813
2024-02-02,497.5299987792969,490.5799865722656,495.1199951171875
2024-02-05,498.2300109863281,488.5799865722656,490.3299865722656
2024-02-06,495.7900085449219,486.4700012207031,493.8299865722656
2024-02-07,502.1400146484375,495.8999938964844,497.7900085449219
2024-02-08,504.0799865722656,499.989990234375,502.1499938964844
2024-02-09,506.8200073242188,500.1799926757813,506.0799865722656
2024-02-12,506.9800109863281,503.7300109863281,505.239990234375
2024-02-13,513.22998046875,503.510009765625,505.30999755859375
2024-02-14,507.2699890136719,502.2999877929688,506.1099853515625
2024-02-15,511.2099914550781,506.2699890136719,508.8299865722656
2024-02-16,514.3499755859375,506.1199951171875,512.6300048828125
2024-02-20,515.3499755859375,508.2900085449219,508.9100036621094
2024-02-21,511.5299987792969,506.05999755859375,509.3800048828125
2024-02-22,514.469970703125,506.3299865722656,512.1699829101562
2024-02-23,514.239990234375,508.4200134277344,514.0900268554688
2024-02-26,516.6099853515625,506.2000122070313,506.5499877929688
2024-02-27,509.2000122070313,503.1799926757813,507.4100036621094
2024-02-28,507.8500061035156,499.5899963378906,503.1099853515625
2024-02-29,504.9800109863281,498.6499938964844,501.25
",
3029,US,technical,"Calculate the Stochastic %D value for Garmin on March 04, 2022. (Standard parameters: 14, 3, 3) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.8194,easy,momentum,"D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100","date,high,low,close
2022-01-31,124.48999786376952,120.9000015258789,124.41999816894533
2022-02-01,125.52999877929688,122.61000061035156,125.36000061035156
2022-02-02,128.3000030517578,125.86000061035156,127.2300033569336
2022-02-03,127.83000183105467,125.0199966430664,125.0999984741211
2022-02-04,126.36000061035156,123.26000213623048,124.76000213623048
2022-02-07,126.45999908447266,124.68000030517578,125.08999633789062
2022-02-08,126.66000366210938,124.62000274658205,126.36000061035156
2022-02-09,128.80999755859375,127.4800033569336,128.6999969482422
2022-02-10,129.07000732421875,124.05999755859376,124.20999908447266
2022-02-11,125.76000213623048,122.66999816894533,123.2300033569336
2022-02-14,123.51000213623048,120.12999725341795,120.76000213623048
2022-02-15,122.98999786376952,118.7300033569336,119.87999725341795
2022-02-16,121.0,114.25,119.58999633789062
2022-02-17,118.31999969482422,112.75,113.31999969482422
2022-02-18,115.56999969482422,112.04000091552734,114.5199966430664
2022-02-22,114.6500015258789,111.2300033569336,111.83000183105467
2022-02-23,113.08000183105467,109.61000061035156,109.79000091552734
2022-02-24,110.44000244140624,106.66000366210938,110.41000366210938
2022-02-25,112.30999755859376,109.8499984741211,111.83000183105467
2022-02-28,111.26000213623048,109.48999786376952,110.44000244140624
2022-03-01,110.7300033569336,109.08000183105467,110.0
2022-03-02,115.20999908447266,110.0,113.91000366210938
2022-03-03,114.45999908447266,111.5,112.0500030517578
2022-03-04,111.0,109.51000213623048,110.56999969482422
",
3030,US,technical,"What is the value of Kaufman Adaptive Moving Average for Netflix on August 13, 2020? (ER period 10, fast period 2, slow period 30; Require 60 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",49.3108,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|; SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2; KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2020-05-19,45.104000091552734
2020-05-20,44.766998291015625
2020-05-21,43.625
2020-05-22,42.93199920654297
2020-05-26,41.47700119018555
2020-05-27,41.98899841308594
2020-05-28,41.34400177001953
2020-05-29,41.97299957275391
2020-06-01,42.59199905395508
2020-06-02,42.73099899291992
2020-06-03,42.196998596191406
2020-06-04,41.43299865722656
2020-06-05,41.959999084472656
2020-06-08,41.94900131225586
2020-06-09,43.40499877929688
2020-06-10,43.448001861572266
2020-06-11,42.555999755859375
2020-06-12,41.80699920654297
2020-06-15,42.54999923706055
2020-06-16,43.61299896240234
2020-06-17,44.777000427246094
2020-06-18,44.98699951171875
2020-06-19,45.37200164794922
2020-06-22,46.80400085449219
2020-06-23,46.6259994506836
2020-06-24,45.78499984741211
2020-06-25,46.59099960327149
2020-06-26,44.34000015258789
2020-06-29,44.7239990234375
2020-06-30,45.50400161743164
2020-07-01,48.56399917602539
2020-07-02,47.68899917602539
2020-07-06,49.38100051879883
2020-07-07,49.31600189208984
2020-07-08,50.27799987792969
2020-07-09,50.7760009765625
2020-07-10,54.87300109863281
2020-07-13,52.54999923706055
2020-07-14,52.48799896240234
2020-07-15,52.32600021362305
2020-07-16,52.73899841308594
2020-07-17,49.29899978637695
2020-07-20,50.24100112915039
2020-07-21,49.0099983215332
2020-07-22,48.98199844360352
2020-07-23,47.757999420166016
2020-07-24,48.04499816894531
2020-07-27,49.56499862670898
2020-07-28,48.85100173950195
2020-07-29,48.448001861572266
2020-07-30,48.58000183105469
2020-07-31,48.88800048828125
2020-08-03,49.86199951171875
2020-08-04,50.9640007019043
2020-08-05,50.21099853515625
2020-08-06,50.90800094604492
2020-08-07,49.47299957275391
2020-08-10,48.3380012512207
2020-08-11,46.69300079345703
2020-08-12,47.547000885009766
2020-08-13,48.132999420166016
",
3031,US,technical,"On August 21, 2025, what is the Kaufman Adaptive Moving Average value for Lowe's? (ER period 10, fast period 2, slow period 30; Require 60 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",250.295,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|; SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2; KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2025-05-27,225.80999755859372
2025-05-28,224.5200042724609
2025-05-29,224.92999267578125
2025-05-30,225.72999572753903
2025-06-02,225.5200042724609
2025-06-03,228.8000030517578
2025-06-04,228.38999938964844
2025-06-05,227.58999633789065
2025-06-06,225.2700042724609
2025-06-09,223.6100006103516
2025-06-10,224.88999938964844
2025-06-11,221.6000061035156
2025-06-12,223.5
2025-06-13,217.2700042724609
2025-06-16,216.0800018310547
2025-06-17,211.9199981689453
2025-06-18,210.8300018310547
2025-06-20,212.75
2025-06-23,218.57000732421875
2025-06-24,219.97999572753903
2025-06-25,220.6999969482422
2025-06-26,221.22999572753903
2025-06-27,223.6300048828125
2025-06-30,221.8699951171875
2025-07-01,228.63999938964844
2025-07-02,226.94000244140625
2025-07-03,228.30999755859372
2025-07-07,224.9900054931641
2025-07-08,223.6699981689453
2025-07-09,225.57000732421875
2025-07-10,227.91000366210935
2025-07-11,224.1300048828125
2025-07-14,222.3999938964844
2025-07-15,215.00999450683597
2025-07-16,216.6000061035156
2025-07-17,218.5800018310547
2025-07-18,219.16000366210935
2025-07-21,220.91000366210935
2025-07-22,226.8300018310547
2025-07-23,228.6100006103516
2025-07-24,225.55999755859372
2025-07-25,226.8000030517578
2025-07-28,229.9900054931641
2025-07-29,230.0399932861328
2025-07-30,227.42999267578125
2025-07-31,223.57000732421875
2025-08-01,226.3999938964844
2025-08-04,233.80999755859372
2025-08-05,237.4600067138672
2025-08-06,238.2899932861328
2025-08-07,238.55999755859372
2025-08-08,241.1499938964844
2025-08-11,239.8500061035156
2025-08-12,244.8699951171875
2025-08-13,256.3299865722656
2025-08-14,253.0500030517578
2025-08-15,252.05999755859372
2025-08-18,250.88999938964844
2025-08-19,256.3599853515625
2025-08-20,257.1400146484375
2025-08-21,255.6499938964844
",
3032,US,technical,"What was Rollins's Kaufman Adaptive Moving Average on June 21, 2021? (ER period 10, fast period 2, slow period 30; Require 60 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",33.5434,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|; SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2; KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2021-03-25,33.90999984741211
2021-03-26,34.189998626708984
2021-03-29,34.18000030517578
2021-03-30,33.91999816894531
2021-03-31,34.41999816894531
2021-04-01,34.83000183105469
2021-04-05,35.38999938964844
2021-04-06,35.290000915527344
2021-04-07,34.47999954223633
2021-04-08,34.959999084472656
2021-04-09,35.43000030517578
2021-04-12,35.619998931884766
2021-04-13,34.90999984741211
2021-04-14,34.70000076293945
2021-04-15,35.22999954223633
2021-04-16,35.27000045776367
2021-04-19,34.810001373291016
2021-04-20,35.18000030517578
2021-04-21,35.18000030517578
2021-04-22,35.290000915527344
2021-04-23,35.79999923706055
2021-04-26,35.90999984741211
2021-04-27,35.91999816894531
2021-04-28,36.40999984741211
2021-04-29,37.36000061035156
2021-04-30,37.27999877929688
2021-05-03,37.75
2021-05-04,37.61000061035156
2021-05-05,37.09999847412109
2021-05-06,36.970001220703125
2021-05-07,37.119998931884766
2021-05-10,37.220001220703125
2021-05-11,36.95000076293945
2021-05-12,35.75
2021-05-13,36.34000015258789
2021-05-14,36.91999816894531
2021-05-17,36.09999847412109
2021-05-18,35.400001525878906
2021-05-19,34.939998626708984
2021-05-20,35.060001373291016
2021-05-21,35.04999923706055
2021-05-24,34.400001525878906
2021-05-25,34.029998779296875
2021-05-26,33.86000061035156
2021-05-27,33.86000061035156
2021-05-28,34.09000015258789
2021-06-01,33.7599983215332
2021-06-02,33.91999816894531
2021-06-03,33.09000015258789
2021-06-04,33.189998626708984
2021-06-07,32.79999923706055
2021-06-08,33.119998931884766
2021-06-09,33.04999923706055
2021-06-10,33.189998626708984
2021-06-11,33.31999969482422
2021-06-14,33.63999938964844
2021-06-15,33.790000915527344
2021-06-16,33.16999816894531
2021-06-17,33.369998931884766
2021-06-18,33.09000015258789
2021-06-21,33.72999954223633
",
3033,US,technical,"For Kaufman Adaptive Moving Average, what is the value of News Corp (Class B) on March 08, 2024? (ER period 10, fast period 2, slow period 30; Require 60 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",26.9405,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|; SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2; KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2023-12-11,23.100000381469727
2023-12-12,23.040000915527344
2023-12-13,23.780000686645508
2023-12-14,24.420000076293945
2023-12-15,24.530000686645508
2023-12-18,24.450000762939453
2023-12-19,24.850000381469727
2023-12-20,24.46999931335449
2023-12-21,24.809999465942383
2023-12-22,24.940000534057617
2023-12-26,25.299999237060547
2023-12-27,25.61000061035156
2023-12-28,25.81999969482422
2023-12-29,25.71999931335449
2024-01-02,25.61000061035156
2024-01-03,25.479999542236328
2024-01-04,25.3799991607666
2024-01-05,25.57999992370605
2024-01-08,25.790000915527344
2024-01-09,25.3700008392334
2024-01-10,25.31999969482422
2024-01-11,25.3700008392334
2024-01-12,25.34000015258789
2024-01-16,24.799999237060547
2024-01-17,24.51000022888184
2024-01-18,24.59000015258789
2024-01-19,25.01000022888184
2024-01-22,25.200000762939453
2024-01-23,25.290000915527344
2024-01-24,25.6299991607666
2024-01-25,25.68000030517578
2024-01-26,25.75
2024-01-29,26.149999618530277
2024-01-30,25.790000915527344
2024-01-31,25.56999969482422
2024-02-01,25.700000762939453
2024-02-02,25.700000762939453
2024-02-05,25.18000030517578
2024-02-06,25.700000762939453
2024-02-07,25.299999237060547
2024-02-08,27.01000022888184
2024-02-09,27.209999084472656
2024-02-12,27.25
2024-02-13,26.950000762939453
2024-02-14,27.209999084472656
2024-02-15,27.670000076293945
2024-02-16,27.40999984741211
2024-02-20,27.399999618530277
2024-02-21,27.229999542236328
2024-02-22,27.6299991607666
2024-02-23,27.57999992370605
2024-02-26,27.520000457763672
2024-02-27,27.56999969482422
2024-02-28,27.479999542236328
2024-02-29,27.989999771118164
2024-03-01,27.399999618530277
2024-03-04,27.040000915527344
2024-03-05,26.920000076293945
2024-03-06,27.09000015258789
2024-03-07,27.209999084472656
2024-03-08,27.350000381469727
",
3034,US,technical,"Calculate the Kaufman Adaptive Moving Average value for Williams Companies on February 14, 2020. (ER period 10, fast period 2, slow period 30; Require 60 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",21.3724,easy,moving average,ER_t = |C_t - C_{t-n_{er}}| / \sum_{i=0}^{n_{er}-1} |C_{t-i} - C_{t-i-1}|; SC_t = (ER_t * (2/(n_{fast}+1) - 2/(n_{slow}+1)) + 2/(n_{slow}+1))^2; KAMA_t = KAMA_{t-1} + SC_t * (C_t - KAMA_{t-1}),"date,close
2019-11-18,22.299999237060547
2019-11-19,22.13999938964844
2019-11-20,22.3799991607666
2019-11-21,22.790000915527344
2019-11-22,23.100000381469727
2019-11-25,23.09000015258789
2019-11-26,22.8700008392334
2019-11-27,22.709999084472656
2019-11-29,22.71999931335449
2019-12-02,22.549999237060547
2019-12-03,22.200000762939453
2019-12-04,22.1299991607666
2019-12-05,22.190000534057617
2019-12-06,22.38999938964844
2019-12-09,22.899999618530277
2019-12-10,22.940000534057617
2019-12-11,23.190000534057617
2019-12-12,22.649999618530277
2019-12-13,22.709999084472656
2019-12-16,22.81999969482422
2019-12-17,22.940000534057617
2019-12-18,23.07999992370605
2019-12-19,23.5
2019-12-20,23.799999237060547
2019-12-23,23.940000534057617
2019-12-24,23.84000015258789
2019-12-26,23.809999465942383
2019-12-27,23.59000015258789
2019-12-30,23.200000762939453
2019-12-31,23.71999931335449
2020-01-02,23.489999771118164
2020-01-03,23.59000015258789
2020-01-06,23.899999618530277
2020-01-07,23.899999618530277
2020-01-08,23.530000686645508
2020-01-09,23.670000076293945
2020-01-10,23.5
2020-01-13,23.780000686645508
2020-01-14,23.84000015258789
2020-01-15,23.809999465942383
2020-01-16,24.040000915527344
2020-01-17,23.86000061035156
2020-01-21,23.01000022888184
2020-01-22,22.63999938964844
2020-01-23,22.440000534057617
2020-01-24,22.190000534057617
2020-01-27,21.61000061035156
2020-01-28,21.63999938964844
2020-01-29,21.15999984741211
2020-01-30,21.270000457763672
2020-01-31,20.690000534057617
2020-02-03,21.1200008392334
2020-02-04,21.479999542236328
2020-02-05,21.649999618530277
2020-02-06,21.440000534057617
2020-02-07,21.059999465942383
2020-02-10,21.43000030517578
2020-02-11,21.46999931335449
2020-02-12,21.549999237060547
2020-02-13,21.6200008392334
2020-02-14,21.540000915527344
",
3035,US,technical,"What is the value of MACD Line for International Flavors & Fragrances on February 01, 2021? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2717,easy,trend,MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2020-09-01,124.73999786376952
2020-09-02,125.95999908447266
2020-09-03,123.87999725341795
2020-09-04,123.12000274658205
2020-09-08,121.62999725341795
2020-09-09,122.0
2020-09-10,120.36000061035156
2020-09-11,121.02999877929688
2020-09-14,122.9800033569336
2020-09-15,124.23999786376952
2020-09-16,124.23999786376952
2020-09-17,124.18000030517578
2020-09-18,122.54000091552734
2020-09-21,120.43000030517578
2020-09-22,120.61000061035156
2020-09-23,116.12000274658205
2020-09-24,116.5500030517578
2020-09-25,118.97000122070312
2020-09-28,121.4000015258789
2020-09-29,121.5
2020-09-30,122.4499969482422
2020-10-01,120.08999633789062
2020-10-02,119.16999816894533
2020-10-05,118.36000061035156
2020-10-06,115.30999755859376
2020-10-07,116.51000213623048
2020-10-08,116.1999969482422
2020-10-09,119.41000366210938
2020-10-12,118.63999938964844
2020-10-13,117.16999816894533
2020-10-14,116.91000366210938
2020-10-15,116.01000213623048
2020-10-16,116.2699966430664
2020-10-19,113.5500030517578
2020-10-20,113.5999984741211
2020-10-21,110.4499969482422
2020-10-22,111.8499984741211
2020-10-23,110.56999969482422
2020-10-26,108.9499969482422
2020-10-27,105.62000274658205
2020-10-28,101.44000244140624
2020-10-29,102.91999816894533
2020-10-30,102.66000366210938
2020-11-02,105.06999969482422
2020-11-03,107.2300033569336
2020-11-04,105.0199966430664
2020-11-05,107.5500030517578
2020-11-06,108.55999755859376
2020-11-09,112.37999725341795
2020-11-10,112.44000244140624
2020-11-11,109.1999969482422
2020-11-12,109.87000274658205
2020-11-13,112.16999816894533
2020-11-16,114.76000213623048
2020-11-17,114.51000213623048
2020-11-18,112.38999938964844
2020-11-19,111.9499969482422
2020-11-20,112.05999755859376
2020-11-23,111.27999877929688
2020-11-24,115.12999725341795
2020-11-25,112.4000015258789
2020-11-27,112.87000274658205
2020-11-30,112.0999984741211
2020-12-01,111.62000274658205
2020-12-02,112.51000213623048
2020-12-03,112.63999938964844
2020-12-04,116.0
2020-12-07,114.91000366210938
2020-12-08,115.43000030517578
2020-12-09,115.22000122070312
2020-12-10,112.58999633789062
2020-12-11,111.04000091552734
2020-12-14,109.25
2020-12-15,110.93000030517578
2020-12-16,112.12000274658205
2020-12-17,113.58000183105467
2020-12-18,114.29000091552734
2020-12-21,114.29000091552734
2020-12-22,114.95999908447266
2020-12-23,110.52999877929688
2020-12-24,110.05999755859376
2020-12-28,109.2300033569336
2020-12-29,111.04000091552734
2020-12-30,111.26000213623048
2020-12-31,108.83999633789062
2021-01-04,105.08000183105467
2021-01-05,107.98999786376952
2021-01-06,112.91999816894533
2021-01-07,118.6500015258789
2021-01-08,119.0
2021-01-11,122.4499969482422
2021-01-12,125.9800033569336
2021-01-13,121.5199966430664
2021-01-14,119.94000244140624
2021-01-15,117.72000122070312
2021-01-19,120.33999633789062
2021-01-20,120.08000183105467
2021-01-21,116.0
2021-01-22,115.80999755859376
2021-01-25,116.33000183105467
2021-01-26,113.77999877929688
2021-01-27,110.94000244140624
2021-01-28,115.0199966430664
2021-01-29,112.37999725341795
2021-02-01,130.14999389648438
",
3036,US,technical,"On March 24, 2025, what is the MACD Line value for Vertex Pharmaceuticals? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.8497,easy,trend,MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2024-10-21,478.0899963378906
2024-10-22,474.9100036621094
2024-10-23,470.0499877929688
2024-10-24,471.9100036621094
2024-10-25,477.7000122070313
2024-10-28,476.3699951171875
2024-10-29,470.3599853515625
2024-10-30,475.0799865722656
2024-10-31,475.9800109863281
2024-11-01,471.1199951171875
2024-11-04,472.7999877929688
2024-11-05,499.8800048828125
2024-11-06,493.6400146484375
2024-11-07,502.4500122070313
2024-11-08,516.739990234375
2024-11-11,501.7200012207031
2024-11-12,490.0
2024-11-13,494.6099853515625
2024-11-14,483.9599914550781
2024-11-15,465.7000122070313
2024-11-18,467.010009765625
2024-11-19,448.010009765625
2024-11-20,451.2300109863281
2024-11-21,450.3699951171875
2024-11-22,450.9700012207031
2024-11-25,461.7099914550781
2024-11-26,467.0700073242188
2024-11-27,464.55999755859375
2024-11-29,468.1300048828125
2024-12-02,465.7300109863281
2024-12-03,456.9700012207031
2024-12-04,463.9800109863281
2024-12-05,459.9200134277344
2024-12-06,462.1000061035156
2024-12-09,473.9800109863281
2024-12-10,469.2200012207031
2024-12-11,468.2900085449219
2024-12-12,464.1199951171875
2024-12-13,463.7300109863281
2024-12-16,468.0899963378906
2024-12-17,469.239990234375
2024-12-18,447.5
2024-12-19,396.6400146484375
2024-12-20,397.2699890136719
2024-12-23,405.2699890136719
2024-12-24,408.1799926757813
2024-12-26,410.6499938964844
2024-12-27,408.760009765625
2024-12-30,399.3500061035156
2024-12-31,402.7000122070313
2025-01-02,405.760009765625
2025-01-03,407.1099853515625
2025-01-06,402.489990234375
2025-01-07,408.3200073242188
2025-01-08,412.1099853515625
2025-01-10,409.55999755859375
2025-01-13,413.3699951171875
2025-01-14,411.6600036621094
2025-01-15,424.260009765625
2025-01-16,416.9599914550781
2025-01-17,422.0
2025-01-21,427.8900146484375
2025-01-22,428.0
2025-01-23,439.7300109863281
2025-01-24,439.6199951171875
2025-01-27,443.8800048828125
2025-01-28,440.6799926757813
2025-01-29,441.5199890136719
2025-01-30,438.3999938964844
2025-01-31,461.6799926757813
2025-02-03,470.3699951171875
2025-02-04,482.2799987792969
2025-02-05,488.4400024414063
2025-02-06,481.1600036621094
2025-02-07,469.3200073242188
2025-02-10,469.9700012207031
2025-02-11,455.2200012207031
2025-02-12,453.2000122070313
2025-02-13,462.5799865722656
2025-02-14,459.0
2025-02-18,462.1099853515625
2025-02-19,471.760009765625
2025-02-20,480.3299865722656
2025-02-21,484.239990234375
2025-02-24,481.6499938964844
2025-02-25,480.3500061035156
2025-02-26,479.1000061035156
2025-02-27,474.5
2025-02-28,479.7900085449219
2025-03-03,483.30999755859375
2025-03-04,486.2200012207031
2025-03-05,491.6400146484375
2025-03-06,485.7200012207031
2025-03-07,488.2900085449219
2025-03-10,500.010009765625
2025-03-11,488.3399963378906
2025-03-12,495.4200134277344
2025-03-13,502.9200134277344
2025-03-14,504.7699890136719
2025-03-17,513.760009765625
2025-03-18,512.22998046875
2025-03-19,512.52001953125
2025-03-20,510.1799926757813
2025-03-21,503.2000122070313
2025-03-24,511.739990234375
",
3037,US,technical,"What was Microsoft's MACD Line on September 27, 2023? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.6222,easy,trend,MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2023-04-28,307.260009765625
2023-05-01,305.5599975585937
2023-05-02,305.4100036621094
2023-05-03,304.3999938964844
2023-05-04,305.4100036621094
2023-05-05,310.6499938964844
2023-05-08,308.6499938964844
2023-05-09,307.0
2023-05-10,312.3099975585937
2023-05-11,310.1099853515625
2023-05-12,308.9700012207031
2023-05-15,309.4599914550781
2023-05-16,311.739990234375
2023-05-17,314.0
2023-05-18,318.5199890136719
2023-05-19,318.3399963378906
2023-05-22,321.17999267578125
2023-05-23,315.260009765625
2023-05-24,313.8500061035156
2023-05-25,325.9200134277344
2023-05-26,332.8900146484375
2023-05-30,331.2099914550781
2023-05-31,328.3900146484375
2023-06-01,332.5799865722656
2023-06-02,335.3999938964844
2023-06-05,335.94000244140625
2023-06-06,333.67999267578125
2023-06-07,323.3800048828125
2023-06-08,325.260009765625
2023-06-09,326.7900085449219
2023-06-12,331.8500061035156
2023-06-13,334.2900085449219
2023-06-14,337.3399963378906
2023-06-15,348.1000061035156
2023-06-16,342.3299865722656
2023-06-20,338.04998779296875
2023-06-21,333.5599975585937
2023-06-22,339.7099914550781
2023-06-23,335.0199890136719
2023-06-26,328.6000061035156
2023-06-27,334.57000732421875
2023-06-28,335.8500061035156
2023-06-29,335.04998779296875
2023-06-30,340.5400085449219
2023-07-03,337.989990234375
2023-07-05,338.1499938964844
2023-07-06,341.2699890136719
2023-07-07,337.2200012207031
2023-07-10,331.8299865722656
2023-07-11,332.4700012207031
2023-07-12,337.20001220703125
2023-07-13,342.6600036621094
2023-07-14,345.239990234375
2023-07-17,345.7300109863281
2023-07-18,359.489990234375
2023-07-19,355.0799865722656
2023-07-20,346.8699951171875
2023-07-21,343.7699890136719
2023-07-24,345.1099853515625
2023-07-25,350.9800109863281
2023-07-26,337.7699890136719
2023-07-27,330.7200012207031
2023-07-28,338.3699951171875
2023-07-31,335.9200134277344
2023-08-01,336.3399963378906
2023-08-02,327.5
2023-08-03,326.6600036621094
2023-08-04,327.7799987792969
2023-08-07,330.1099853515625
2023-08-08,326.04998779296875
2023-08-09,322.2300109863281
2023-08-10,322.92999267578125
2023-08-11,321.010009765625
2023-08-14,324.0400085449219
2023-08-15,321.8599853515625
2023-08-16,320.3999938964844
2023-08-17,316.8800048828125
2023-08-18,316.4800109863281
2023-08-21,321.8800048828125
2023-08-22,322.4599914550781
2023-08-23,327.0
2023-08-24,319.9700012207031
2023-08-25,322.9800109863281
2023-08-28,323.70001220703125
2023-08-29,328.4100036621094
2023-08-30,328.7900085449219
2023-08-31,327.760009765625
2023-09-01,328.6600036621094
2023-09-05,333.54998779296875
2023-09-06,332.8800048828125
2023-09-07,329.9100036621094
2023-09-08,334.2699890136719
2023-09-11,337.94000244140625
2023-09-12,331.7699890136719
2023-09-13,336.0599975585937
2023-09-14,338.70001220703125
2023-09-15,330.2200012207031
2023-09-18,329.0599975585937
2023-09-19,328.6499938964844
2023-09-20,320.7699890136719
2023-09-21,319.5299987792969
2023-09-22,317.010009765625
2023-09-25,317.5400085449219
2023-09-26,312.1400146484375
2023-09-27,312.7900085449219
",
3038,US,technical,"For MACD Line, what is the value of Waters Corporation on February 28, 2024? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.5796,easy,trend,MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2023-09-28,275.3500061035156
2023-09-29,274.2099914550781
2023-10-02,270.5199890136719
2023-10-03,265.010009765625
2023-10-04,267.760009765625
2023-10-05,265.989990234375
2023-10-06,267.3999938964844
2023-10-09,266.989990234375
2023-10-10,268.79998779296875
2023-10-11,266.20001220703125
2023-10-12,251.0
2023-10-13,252.6100006103516
2023-10-16,255.1699981689453
2023-10-17,256.6199951171875
2023-10-18,248.50999450683597
2023-10-19,252.3300018310547
2023-10-20,253.63999938964844
2023-10-23,255.66000366210935
2023-10-24,249.17999267578125
2023-10-25,242.3000030517578
2023-10-26,244.4499969482422
2023-10-27,244.75999450683597
2023-10-30,236.6999969482422
2023-10-31,238.52999877929688
2023-11-01,240.83999633789065
2023-11-02,245.41000366210935
2023-11-03,260.489990234375
2023-11-06,252.1499938964844
2023-11-07,260.6700134277344
2023-11-08,255.82000732421875
2023-11-09,253.0800018310547
2023-11-10,255.9199981689453
2023-11-13,250.97999572753903
2023-11-14,258.6700134277344
2023-11-15,266.94000244140625
2023-11-16,266.20001220703125
2023-11-17,261.8800048828125
2023-11-20,260.92999267578125
2023-11-21,274.6499938964844
2023-11-22,276.3299865722656
2023-11-24,280.3900146484375
2023-11-27,277.0
2023-11-28,275.95001220703125
2023-11-29,279.739990234375
2023-11-30,280.6099853515625
2023-12-01,288.8500061035156
2023-12-04,288.7900085449219
2023-12-05,284.95001220703125
2023-12-06,289.5199890136719
2023-12-07,293.3800048828125
2023-12-08,292.1400146484375
2023-12-11,296.3699951171875
2023-12-12,297.7900085449219
2023-12-13,312.1300048828125
2023-12-14,321.3399963378906
2023-12-15,320.1400146484375
2023-12-18,322.2799987792969
2023-12-19,328.9700012207031
2023-12-20,323.25
2023-12-21,328.7900085449219
2023-12-22,329.739990234375
2023-12-26,331.9700012207031
2023-12-27,333.0400085449219
2023-12-28,332.7699890136719
2023-12-29,329.2300109863281
2024-01-02,328.6199951171875
2024-01-03,305.8800048828125
2024-01-04,307.3699951171875
2024-01-05,305.07000732421875
2024-01-08,311.739990234375
2024-01-09,302.5799865722656
2024-01-10,307.6000061035156
2024-01-11,304.42999267578125
2024-01-12,307.9599914550781
2024-01-16,308.1300048828125
2024-01-17,302.510009765625
2024-01-18,310.1600036621094
2024-01-19,312.45001220703125
2024-01-22,317.04998779296875
2024-01-23,316.44000244140625
2024-01-24,312.4200134277344
2024-01-25,312.0
2024-01-26,316.1199951171875
2024-01-29,324.3599853515625
2024-01-30,328.3800048828125
2024-01-31,317.7099914550781
2024-02-01,324.45001220703125
2024-02-02,320.739990234375
2024-02-05,324.8500061035156
2024-02-06,330.3800048828125
2024-02-07,323.5400085449219
2024-02-08,326.69000244140625
2024-02-09,322.82000732421875
2024-02-12,320.20001220703125
2024-02-13,311.5799865722656
2024-02-14,317.5199890136719
2024-02-15,322.8699951171875
2024-02-16,325.2099914550781
2024-02-20,323.95001220703125
2024-02-21,329.5199890136719
2024-02-22,330.54998779296875
2024-02-23,331.25
2024-02-26,327.0299987792969
2024-02-27,332.6499938964844
2024-02-28,337.67999267578125
",
3039,US,technical,"Calculate the MACD Line value for Amazon on July 21, 2022. (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5571,easy,trend,MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2022-02-18,152.60150146484375
2022-02-22,150.19749450683594
2022-02-23,144.82699584960938
2022-02-24,151.35800170898438
2022-02-25,153.7884979248047
2022-02-28,153.56300354003906
2022-03-01,151.14199829101562
2022-03-02,152.05250549316406
2022-03-03,147.89849853515625
2022-03-04,145.64100646972656
2022-03-07,137.4530029296875
2022-03-08,136.01449584960938
2022-03-09,139.2790069580078
2022-03-10,146.8175048828125
2022-03-11,145.52450561523438
2022-03-14,141.85299682617188
2022-03-15,147.3665008544922
2022-03-16,153.10400390625
2022-03-17,157.23899841308594
2022-03-18,161.25050354003906
2022-03-21,161.4915008544922
2022-03-22,164.88900756835938
2022-03-23,163.4080047607422
2022-03-24,163.64950561523438
2022-03-25,164.77349853515625
2022-03-28,168.99049377441406
2022-03-29,169.31500244140625
2022-03-30,166.30099487304688
2022-03-31,162.99749755859375
2022-04-01,163.55999755859375
2022-04-04,168.34649658203125
2022-04-05,164.05499267578125
2022-04-06,158.75599670410156
2022-04-07,157.7845001220703
2022-04-08,154.4604949951172
2022-04-11,151.1219940185547
2022-04-12,150.78750610351562
2022-04-13,155.54100036621094
2022-04-14,151.7064971923828
2022-04-18,152.78500366210938
2022-04-19,158.11549377441406
2022-04-20,153.9980010986328
2022-04-21,148.29600524902344
2022-04-22,144.35000610351562
2022-04-25,146.07400512695312
2022-04-26,139.39100646972656
2022-04-27,138.16700744628906
2022-04-28,144.59649658203125
2022-04-29,124.28150177001952
2022-05-02,124.5
2022-05-03,124.25350189208984
2022-05-04,125.92849731445312
2022-05-05,116.40699768066406
2022-05-06,114.77249908447266
2022-05-09,108.78900146484376
2022-05-10,108.85900115966795
2022-05-11,105.37200164794922
2022-05-12,106.93049621582033
2022-05-13,113.05500030517578
2022-05-16,110.8105010986328
2022-05-17,115.36849975585938
2022-05-18,107.1125030517578
2022-05-19,107.31900024414062
2022-05-20,107.59100341796876
2022-05-23,107.55699920654295
2022-05-24,104.0999984741211
2022-05-25,106.7750015258789
2022-05-26,111.07749938964844
2022-05-27,115.14649963378906
2022-05-31,120.20950317382812
2022-06-01,121.68399810791016
2022-06-02,125.51100158691406
2022-06-03,122.3499984741211
2022-06-06,124.79000091552734
2022-06-07,123.0
2022-06-08,121.18000030517578
2022-06-09,116.1500015258789
2022-06-10,109.6500015258789
2022-06-13,103.66999816894533
2022-06-14,102.30999755859376
2022-06-15,107.66999816894533
2022-06-16,103.66000366210938
2022-06-17,106.22000122070312
2022-06-21,108.68000030517578
2022-06-22,108.9499969482422
2022-06-23,112.44000244140624
2022-06-24,116.45999908447266
2022-06-27,113.22000122070312
2022-06-28,107.4000015258789
2022-06-29,108.91999816894533
2022-06-30,106.20999908447266
2022-07-01,109.55999755859376
2022-07-05,113.5
2022-07-06,114.33000183105467
2022-07-07,116.33000183105467
2022-07-08,115.54000091552734
2022-07-11,111.75
2022-07-12,109.22000122070312
2022-07-13,110.4000015258789
2022-07-14,110.62999725341795
2022-07-15,113.5500030517578
2022-07-18,113.76000213623048
2022-07-19,118.20999908447266
2022-07-20,122.7699966430664
2022-07-21,124.62999725341795
",
3040,US,technical,"What is the value of MACD Signal for Weyerhaeuser on March 23, 2022? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1937,easy,trend,Signal Line = EMA_{n_{signal}}(MACD Line); MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2021-10-22,37.13999938964844
2021-10-25,37.72999954223633
2021-10-26,36.7599983215332
2021-10-27,35.709999084472656
2021-10-28,36.400001525878906
2021-10-29,35.720001220703125
2021-11-01,36.97999954223633
2021-11-02,36.150001525878906
2021-11-03,38.27000045776367
2021-11-04,38.13999938964844
2021-11-05,38.33000183105469
2021-11-08,37.72999954223633
2021-11-09,37.54999923706055
2021-11-10,36.88999938964844
2021-11-11,36.810001373291016
2021-11-12,36.93000030517578
2021-11-15,37.40999984741211
2021-11-16,38.36000061035156
2021-11-17,38.52000045776367
2021-11-18,37.93999862670898
2021-11-19,38.040000915527344
2021-11-22,38.84999847412109
2021-11-23,38.540000915527344
2021-11-24,38.97999954223633
2021-11-26,38.41999816894531
2021-11-29,38.75
2021-11-30,37.61000061035156
2021-12-01,37.63999938964844
2021-12-02,38.5099983215332
2021-12-03,38.33000183105469
2021-12-06,38.459999084472656
2021-12-07,39.34999847412109
2021-12-08,39.47999954223633
2021-12-09,39.75
2021-12-10,40.02000045776367
2021-12-13,40.04999923706055
2021-12-14,38.88999938964844
2021-12-15,39.470001220703125
2021-12-16,39.630001068115234
2021-12-17,39.63999938964844
2021-12-20,38.130001068115234
2021-12-21,38.459999084472656
2021-12-22,38.83000183105469
2021-12-23,38.63999938964844
2021-12-27,39.65999984741211
2021-12-28,39.86000061035156
2021-12-29,40.68000030517578
2021-12-30,40.970001220703125
2021-12-31,41.18000030517578
2022-01-03,40.56999969482422
2022-01-04,41.09000015258789
2022-01-05,40.06999969482422
2022-01-06,40.38999938964844
2022-01-07,40.34000015258789
2022-01-10,40.150001525878906
2022-01-11,40.72999954223633
2022-01-12,41.04999923706055
2022-01-13,41.65999984741211
2022-01-14,40.97999954223633
2022-01-18,39.27999877929688
2022-01-19,39.18000030517578
2022-01-20,38.290000915527344
2022-01-21,38.0099983215332
2022-01-24,38.84999847412109
2022-01-25,38.470001220703125
2022-01-26,38.08000183105469
2022-01-27,37.88999938964844
2022-01-28,39.650001525878906
2022-01-31,40.43000030517578
2022-02-01,40.630001068115234
2022-02-02,41.470001220703125
2022-02-03,41.31999969482422
2022-02-04,40.4900016784668
2022-02-07,40.97999954223633
2022-02-08,41.790000915527344
2022-02-09,42.56999969482422
2022-02-10,41.81999969482422
2022-02-11,41.560001373291016
2022-02-14,40.90999984741211
2022-02-15,41.83000183105469
2022-02-16,41.86000061035156
2022-02-17,39.16999816894531
2022-02-18,39.18000030517578
2022-02-22,38.47999954223633
2022-02-23,37.27999877929688
2022-02-24,38.22999954223633
2022-02-25,39.20000076293945
2022-02-28,38.880001068115234
2022-03-01,38.619998931884766
2022-03-02,39.4900016784668
2022-03-03,39.16999816894531
2022-03-04,39.29999923706055
2022-03-07,38.470001220703125
2022-03-08,38.52000045776367
2022-03-09,38.9900016784668
2022-03-10,40.09999847412109
2022-03-11,39.619998931884766
2022-03-14,38.77000045776367
2022-03-15,39.470001220703125
2022-03-16,39.27000045776367
2022-03-17,39.5099983215332
2022-03-18,39.9900016784668
2022-03-21,39.18999862670898
2022-03-22,38.20000076293945
2022-03-23,38.150001525878906
",
3041,US,technical,"On November 21, 2024, what is the MACD Signal value for McDonald's? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.6828,easy,trend,Signal Line = EMA_{n_{signal}}(MACD Line); MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2024-06-26,257.8299865722656
2024-06-27,258.1700134277344
2024-06-28,254.83999633789065
2024-07-01,249.9900054931641
2024-07-02,247.7899932861328
2024-07-03,250.0
2024-07-05,251.08999633789065
2024-07-08,247.8500061035156
2024-07-09,245.82000732421875
2024-07-10,250.4900054931641
2024-07-11,254.8000030517578
2024-07-12,253.8999938964844
2024-07-15,251.52999877929688
2024-07-16,257.2699890136719
2024-07-17,261.0
2024-07-18,259.5199890136719
2024-07-19,257.2799987792969
2024-07-22,259.5400085449219
2024-07-23,254.0500030517578
2024-07-24,253.3699951171875
2024-07-25,251.4600067138672
2024-07-26,252.0
2024-07-29,261.4200134277344
2024-07-30,266.44000244140625
2024-07-31,265.3999938964844
2024-08-01,268.75
2024-08-02,276.69000244140625
2024-08-05,268.45001220703125
2024-08-06,270.0599975585937
2024-08-07,269.3699951171875
2024-08-08,271.19000244140625
2024-08-09,267.9100036621094
2024-08-12,269.4599914550781
2024-08-13,270.3099975585937
2024-08-14,271.1499938964844
2024-08-15,274.8699951171875
2024-08-16,278.489990234375
2024-08-19,287.54998779296875
2024-08-20,285.6300048828125
2024-08-21,289.7099914550781
2024-08-22,289.2099914550781
2024-08-23,289.5199890136719
2024-08-26,288.67999267578125
2024-08-27,289.6400146484375
2024-08-28,287.04998779296875
2024-08-29,287.8599853515625
2024-08-30,288.6600036621094
2024-09-03,285.5199890136719
2024-09-04,288.0299987792969
2024-09-05,287.9700012207031
2024-09-06,289.510009765625
2024-09-09,291.2900085449219
2024-09-10,291.2699890136719
2024-09-11,290.2300109863281
2024-09-12,292.3500061035156
2024-09-13,296.5299987792969
2024-09-16,296.69000244140625
2024-09-17,293.75
2024-09-18,292.0299987792969
2024-09-19,293.8500061035156
2024-09-20,296.8299865722656
2024-09-23,299.0599975585937
2024-09-24,300.2699890136719
2024-09-25,300.4700012207031
2024-09-26,303.6499938964844
2024-09-27,303.69000244140625
2024-09-30,304.510009765625
2024-10-01,302.9800109863281
2024-10-02,303.760009765625
2024-10-03,303.45001220703125
2024-10-04,303.760009765625
2024-10-07,300.8500061035156
2024-10-08,301.8999938964844
2024-10-09,303.8299865722656
2024-10-10,304.0400085449219
2024-10-11,305.0400085449219
2024-10-14,309.8399963378906
2024-10-15,313.3399963378906
2024-10-16,312.9200134277344
2024-10-17,314.70001220703125
2024-10-18,316.5599975585937
2024-10-21,314.8900146484375
2024-10-22,314.69000244140625
2024-10-23,298.57000732421875
2024-10-24,301.5799865722656
2024-10-25,292.6099853515625
2024-10-28,296.7900085449219
2024-10-29,295.0
2024-10-30,291.5199890136719
2024-10-31,292.1099853515625
2024-11-01,295.2099914550781
2024-11-04,292.8500061035156
2024-11-05,297.32000732421875
2024-11-06,294.0
2024-11-07,294.6600036621094
2024-11-08,298.9700012207031
2024-11-11,301.5299987792969
2024-11-12,298.6499938964844
2024-11-13,297.3500061035156
2024-11-14,298.5599975585937
2024-11-15,292.6300048828125
2024-11-18,291.1000061035156
2024-11-19,290.7300109863281
2024-11-20,290.9100036621094
2024-11-21,288.4700012207031
",
3042,US,technical,"What was Occidental Petroleum's MACD Signal on October 13, 2025? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1616,easy,trend,Signal Line = EMA_{n_{signal}}(MACD Line); MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2025-05-14,43.81999969482422
2025-05-15,43.369998931884766
2025-05-16,43.040000915527344
2025-05-19,42.310001373291016
2025-05-20,41.900001525878906
2025-05-21,41.130001068115234
2025-05-22,41.08000183105469
2025-05-23,41.290000915527344
2025-05-27,41.619998931884766
2025-05-28,41.119998931884766
2025-05-29,41.459999084472656
2025-05-30,40.77999877929688
2025-06-02,41.43999862670898
2025-06-03,42.68999862670898
2025-06-04,41.90999984741211
2025-06-05,41.81999969482422
2025-06-06,42.540000915527344
2025-06-09,43.2400016784668
2025-06-10,43.90999984741211
2025-06-11,44.84000015258789
2025-06-12,44.7599983215332
2025-06-13,46.45000076293945
2025-06-16,45.33000183105469
2025-06-17,45.97999954223633
2025-06-18,45.34999847412109
2025-06-20,45.630001068115234
2025-06-23,43.95000076293945
2025-06-24,42.47999954223633
2025-06-25,42.41999816894531
2025-06-26,43.15999984741211
2025-06-27,42.59999847412109
2025-06-30,42.0099983215332
2025-07-01,42.86000061035156
2025-07-02,43.93000030517578
2025-07-03,43.79999923706055
2025-07-07,43.34999847412109
2025-07-08,45.75
2025-07-09,45.56999969482422
2025-07-10,45.84999847412109
2025-07-11,46.310001373291016
2025-07-14,45.06999969482422
2025-07-15,42.68999862670898
2025-07-16,42.630001068115234
2025-07-17,43.54999923706055
2025-07-18,43.619998931884766
2025-07-21,43.0
2025-07-22,43.560001373291016
2025-07-23,44.43999862670898
2025-07-24,44.630001068115234
2025-07-25,44.709999084472656
2025-07-28,45.54999923706055
2025-07-29,45.459999084472656
2025-07-30,44.40999984741211
2025-07-31,43.93999862670898
2025-08-01,43.40999984741211
2025-08-04,42.86000061035156
2025-08-05,43.08000183105469
2025-08-06,42.540000915527344
2025-08-07,43.59000015258789
2025-08-08,44.31999969482422
2025-08-11,43.709999084472656
2025-08-12,44.150001525878906
2025-08-13,44.75
2025-08-14,44.77000045776367
2025-08-15,44.61000061035156
2025-08-18,44.209999084472656
2025-08-19,43.959999084472656
2025-08-20,44.27000045776367
2025-08-21,44.560001373291016
2025-08-22,45.83000183105469
2025-08-25,46.400001525878906
2025-08-26,46.040000915527344
2025-08-27,46.869998931884766
2025-08-28,47.5099983215332
2025-08-29,47.61000061035156
2025-09-02,48.04999923706055
2025-09-03,46.29999923706055
2025-09-04,46.61000061035156
2025-09-05,45.90999984741211
2025-09-08,45.380001068115234
2025-09-09,45.13999938964844
2025-09-10,46.310001373291016
2025-09-11,46.02000045776367
2025-09-12,45.66999816894531
2025-09-15,45.470001220703125
2025-09-16,47.7599983215332
2025-09-17,47.18999862670898
2025-09-18,47.36000061035156
2025-09-19,46.09999847412109
2025-09-22,45.7599983215332
2025-09-23,46.41999816894531
2025-09-24,46.88999938964844
2025-09-25,46.9900016784668
2025-09-26,47.470001220703125
2025-09-29,48.09999847412109
2025-09-30,47.25
2025-10-01,47.720001220703125
2025-10-02,44.22999954223633
2025-10-03,44.84999847412109
2025-10-06,45.400001525878906
2025-10-07,45.33000183105469
2025-10-08,45.040000915527344
2025-10-09,44.52000045776367
2025-10-10,42.150001525878906
2025-10-13,42.41999816894531
",
3043,US,technical,"For MACD Signal, what is the value of Schlumberger on April 11, 2024? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0651,easy,trend,Signal Line = EMA_{n_{signal}}(MACD Line); MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2023-11-09,52.7400016784668
2023-11-10,53.29999923706055
2023-11-13,54.0
2023-11-14,54.34999847412109
2023-11-15,53.68000030517578
2023-11-16,52.11000061035156
2023-11-17,52.84999847412109
2023-11-20,52.7400016784668
2023-11-21,52.720001220703125
2023-11-22,52.52000045776367
2023-11-24,52.59999847412109
2023-11-27,52.54999923706055
2023-11-28,52.310001373291016
2023-11-29,51.869998931884766
2023-11-30,52.040000915527344
2023-12-01,52.38999938964844
2023-12-04,52.02999877929688
2023-12-05,50.61000061035156
2023-12-06,49.130001068115234
2023-12-07,48.459999084472656
2023-12-08,48.79999923706055
2023-12-11,49.150001525878906
2023-12-12,49.040000915527344
2023-12-13,49.18999862670898
2023-12-14,52.41999816894531
2023-12-15,52.18999862670898
2023-12-18,52.27999877929688
2023-12-19,52.97999954223633
2023-12-20,52.54999923706055
2023-12-21,52.58000183105469
2023-12-22,53.08000183105469
2023-12-26,53.68000030517578
2023-12-27,53.02999877929688
2023-12-28,52.2400016784668
2023-12-29,52.040000915527344
2024-01-02,51.97999954223633
2024-01-03,52.650001525878906
2024-01-04,51.68999862670898
2024-01-05,51.86000061035156
2024-01-08,50.31999969482422
2024-01-09,48.560001373291016
2024-01-10,48.45000076293945
2024-01-11,48.79999923706055
2024-01-12,49.95000076293945
2024-01-16,48.29999923706055
2024-01-17,47.88999938964844
2024-01-18,48.560001373291016
2024-01-19,49.63999938964844
2024-01-22,50.68000030517578
2024-01-23,50.41999816894531
2024-01-24,51.66999816894531
2024-01-25,52.470001220703125
2024-01-26,52.91999816894531
2024-01-29,53.20000076293945
2024-01-30,49.34999847412109
2024-01-31,48.70000076293945
2024-02-01,49.0
2024-02-02,49.0
2024-02-05,48.54999923706055
2024-02-06,48.0099983215332
2024-02-07,47.45000076293945
2024-02-08,47.790000915527344
2024-02-09,47.08000183105469
2024-02-12,48.13999938964844
2024-02-13,47.58000183105469
2024-02-14,47.75
2024-02-15,48.58000183105469
2024-02-16,48.56999969482422
2024-02-20,48.52000045776367
2024-02-21,49.209999084472656
2024-02-22,49.2599983215332
2024-02-23,48.81999969482422
2024-02-26,48.560001373291016
2024-02-27,48.459999084472656
2024-02-28,48.15999984741211
2024-02-29,48.33000183105469
2024-03-01,49.34999847412109
2024-03-04,49.41999816894531
2024-03-05,49.65999984741211
2024-03-06,50.02999877929688
2024-03-07,50.77999877929688
2024-03-08,50.400001525878906
2024-03-11,51.52999877929688
2024-03-12,51.56999969482422
2024-03-13,52.56999969482422
2024-03-14,53.22999954223633
2024-03-15,52.869998931884766
2024-03-18,53.43000030517578
2024-03-19,54.47999954223633
2024-03-20,54.400001525878906
2024-03-21,54.43999862670898
2024-03-22,53.9900016784668
2024-03-25,54.310001373291016
2024-03-26,54.06999969482422
2024-03-27,54.900001525878906
2024-03-28,54.810001373291016
2024-04-01,55.220001220703125
2024-04-02,54.68000030517578
2024-04-03,54.86000061035156
2024-04-04,54.27000045776367
2024-04-05,55.02999877929688
2024-04-08,54.040000915527344
2024-04-09,54.16999816894531
2024-04-10,54.20000076293945
2024-04-11,54.0
",
3044,US,technical,"Calculate the MACD Signal value for Universal Health Services on September 25, 2025. (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.7861,easy,trend,Signal Line = EMA_{n_{signal}}(MACD Line); MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P),"date,close
2025-04-28,172.91000366210938
2025-04-29,171.8800048828125
2025-04-30,177.07000732421875
2025-05-01,174.6300048828125
2025-05-02,178.74000549316406
2025-05-05,178.19000244140625
2025-05-06,184.16000366210935
2025-05-07,186.58999633789065
2025-05-08,183.7700042724609
2025-05-09,181.77999877929688
2025-05-12,191.5500030517578
2025-05-13,192.1699981689453
2025-05-14,187.8300018310547
2025-05-15,195.8800048828125
2025-05-16,197.94000244140625
2025-05-19,196.82000732421875
2025-05-20,195.72999572753903
2025-05-21,190.1499938964844
2025-05-22,186.6499938964844
2025-05-23,186.2100067138672
2025-05-27,192.4199981689453
2025-05-28,190.38999938964844
2025-05-29,191.0500030517578
2025-05-30,190.3500061035156
2025-06-02,187.3800048828125
2025-06-03,188.80999755859372
2025-06-04,188.6499938964844
2025-06-05,189.08999633789065
2025-06-06,189.38999938964844
2025-06-09,177.77000427246094
2025-06-10,172.6699981689453
2025-06-11,172.2899932861328
2025-06-12,173.66000366210938
2025-06-13,171.07000732421875
2025-06-16,170.36000061035156
2025-06-17,171.75999450683594
2025-06-18,171.24000549316406
2025-06-20,171.6999969482422
2025-06-23,173.52000427246094
2025-06-24,175.1999969482422
2025-06-25,175.69000244140625
2025-06-26,177.42999267578125
2025-06-27,178.0800018310547
2025-06-30,181.1499938964844
2025-07-01,188.94000244140625
2025-07-02,184.47000122070312
2025-07-03,184.52999877929688
2025-07-07,181.5200042724609
2025-07-08,182.25
2025-07-09,182.55999755859372
2025-07-10,184.0500030517578
2025-07-11,182.5200042724609
2025-07-14,183.4499969482422
2025-07-15,176.94000244140625
2025-07-16,170.27999877929688
2025-07-17,170.82000732421875
2025-07-18,168.94000244140625
2025-07-21,168.75
2025-07-22,162.67999267578125
2025-07-23,164.82000732421875
2025-07-24,155.4600067138672
2025-07-25,155.60000610351562
2025-07-28,154.9499969482422
2025-07-29,162.82000732421875
2025-07-30,165.44000244140625
2025-07-31,166.4499969482422
2025-08-01,162.97999572753906
2025-08-04,164.67999267578125
2025-08-05,164.6999969482422
2025-08-06,163.47999572753906
2025-08-07,169.02000427246094
2025-08-08,172.3000030517578
2025-08-11,171.66000366210938
2025-08-12,175.2100067138672
2025-08-13,178.50999450683594
2025-08-14,178.74000549316406
2025-08-15,178.47000122070312
2025-08-18,177.61000061035156
2025-08-19,182.55999755859372
2025-08-20,184.6999969482422
2025-08-21,183.9499969482422
2025-08-22,185.5800018310547
2025-08-25,183.8800048828125
2025-08-26,181.4499969482422
2025-08-27,182.41000366210935
2025-08-28,181.22000122070312
2025-08-29,181.5800018310547
2025-09-02,181.50999450683597
2025-09-03,181.57000732421875
2025-09-04,185.67999267578125
2025-09-05,190.1199951171875
2025-09-08,185.75999450683597
2025-09-09,186.42999267578125
2025-09-10,186.05999755859372
2025-09-11,190.7899932861328
2025-09-12,191.72000122070312
2025-09-15,189.5800018310547
2025-09-16,186.25999450683597
2025-09-17,187.38999938964844
2025-09-18,188.1100006103516
2025-09-19,188.63999938964844
2025-09-22,194.16000366210935
2025-09-23,194.72000122070312
2025-09-24,199.6999969482422
2025-09-25,197.6199951171875
",
3045,US,technical,"What is the value of MACD Histogram for Cigna on March 21, 2022? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0551,easy,trend,MACD Histogram = MACD Line - Signal Line; MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P); Signal Line = EMA_{n_{signal}}(MACD Line),"date,close
2021-10-20,214.75999450683597
2021-10-21,216.22999572753903
2021-10-22,216.3999938964844
2021-10-25,215.6199951171875
2021-10-26,215.6699981689453
2021-10-27,213.3999938964844
2021-10-28,215.75
2021-10-29,213.6100006103516
2021-11-01,216.1300048828125
2021-11-02,214.7100067138672
2021-11-03,218.25
2021-11-04,213.16000366210935
2021-11-05,214.1199951171875
2021-11-08,218.16000366210935
2021-11-09,216.1999969482422
2021-11-10,217.83999633789065
2021-11-11,217.6999969482422
2021-11-12,217.72999572753903
2021-11-15,215.52999877929688
2021-11-16,217.75999450683597
2021-11-17,216.97999572753903
2021-11-18,218.75
2021-11-19,210.50999450683597
2021-11-22,211.5500030517578
2021-11-23,213.2400054931641
2021-11-24,210.5800018310547
2021-11-26,202.02999877929688
2021-11-29,199.6100006103516
2021-11-30,191.8999938964844
2021-12-01,194.72000122070312
2021-12-02,197.7899932861328
2021-12-03,199.8600006103516
2021-12-06,206.58999633789065
2021-12-07,207.97000122070312
2021-12-08,208.30999755859372
2021-12-09,211.3000030517578
2021-12-10,214.94000244140625
2021-12-13,215.1499938964844
2021-12-14,216.6199951171875
2021-12-15,217.4600067138672
2021-12-16,218.6699981689453
2021-12-17,219.6199951171875
2021-12-20,217.0
2021-12-21,220.2400054931641
2021-12-22,222.3300018310547
2021-12-23,225.88999938964844
2021-12-27,227.8600006103516
2021-12-28,230.5399932861328
2021-12-29,231.6499938964844
2021-12-30,230.75
2021-12-31,229.6300048828125
2022-01-03,234.1999969482422
2022-01-04,233.3000030517578
2022-01-05,236.5200042724609
2022-01-06,227.5399932861328
2022-01-07,233.17999267578125
2022-01-10,233.69000244140625
2022-01-11,240.13999938964844
2022-01-12,238.77999877929688
2022-01-13,240.5500030517578
2022-01-14,242.1699981689453
2022-01-18,239.97999572753903
2022-01-19,238.8000030517578
2022-01-20,240.38999938964844
2022-01-21,236.25
2022-01-24,236.4199981689453
2022-01-25,234.7400054931641
2022-01-26,234.0200042724609
2022-01-27,227.42999267578125
2022-01-28,233.4499969482422
2022-01-31,230.4600067138672
2022-02-01,225.91000366210935
2022-02-02,230.0200042724609
2022-02-03,217.55999755859372
2022-02-04,221.3699951171875
2022-02-07,224.47999572753903
2022-02-08,231.7700042724609
2022-02-09,232.3800048828125
2022-02-10,230.2700042724609
2022-02-11,227.5
2022-02-14,225.2400054931641
2022-02-15,228.41000366210935
2022-02-16,229.0
2022-02-17,227.1100006103516
2022-02-18,228.6499938964844
2022-02-22,227.72999572753903
2022-02-23,225.08999633789065
2022-02-24,224.42999267578125
2022-02-25,232.83999633789065
2022-02-28,237.77999877929688
2022-03-01,237.1000061035156
2022-03-02,240.50999450683597
2022-03-03,237.80999755859372
2022-03-04,241.6300048828125
2022-03-07,237.8500061035156
2022-03-08,229.1000061035156
2022-03-09,231.25999450683597
2022-03-10,229.4600067138672
2022-03-11,226.8600006103516
2022-03-14,226.1999969482422
2022-03-15,233.0800018310547
2022-03-16,237.5
2022-03-17,242.38999938964844
2022-03-18,241.16000366210935
2022-03-21,243.50999450683597
",
3046,US,technical,"On May 29, 2024, what is the MACD Histogram value for AbbVie? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.5256,easy,trend,MACD Histogram = MACD Line - Signal Line; MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P); Signal Line = EMA_{n_{signal}}(MACD Line),"date,close
2023-12-28,154.75
2023-12-29,154.97000122070312
2024-01-02,159.82000732421875
2024-01-03,160.4600067138672
2024-01-04,161.4600067138672
2024-01-05,162.13999938964844
2024-01-08,161.42999267578125
2024-01-09,162.30999755859375
2024-01-10,164.88999938964844
2024-01-11,163.77999877929688
2024-01-12,162.39999389648438
2024-01-16,161.47999572753906
2024-01-17,162.0399932861328
2024-01-18,163.3000030517578
2024-01-19,164.77000427246094
2024-01-22,165.38999938964844
2024-01-23,167.5
2024-01-24,164.22000122070312
2024-01-25,165.1300048828125
2024-01-26,164.39999389648438
2024-01-29,163.91000366210938
2024-01-30,164.9199981689453
2024-01-31,164.39999389648438
2024-02-01,167.58999633789062
2024-02-02,168.6699981689453
2024-02-05,171.25999450683594
2024-02-06,173.2899932861328
2024-02-07,175.00999450683594
2024-02-08,174.7899932861328
2024-02-09,174.0800018310547
2024-02-12,173.07000732421875
2024-02-13,173.2899932861328
2024-02-14,174.4199981689453
2024-02-15,176.58999633789062
2024-02-16,177.49000549316406
2024-02-20,175.75
2024-02-21,175.13999938964844
2024-02-22,176.75
2024-02-23,178.08999633789062
2024-02-26,178.80999755859375
2024-02-27,178.99000549316406
2024-02-28,178.0
2024-02-29,176.0500030517578
2024-03-01,178.91000366210938
2024-03-04,177.0500030517578
2024-03-05,179.16000366210938
2024-03-06,181.05999755859372
2024-03-07,180.57000732421875
2024-03-08,178.85000610351562
2024-03-11,179.6300048828125
2024-03-12,180.9199981689453
2024-03-13,179.86000061035156
2024-03-14,181.1999969482422
2024-03-15,177.8800048828125
2024-03-18,178.49000549316406
2024-03-19,179.66000366210938
2024-03-20,176.27000427246094
2024-03-21,177.5
2024-03-22,178.4499969482422
2024-03-25,178.52999877929688
2024-03-26,179.19000244140625
2024-03-27,180.3500061035156
2024-03-28,182.1000061035156
2024-04-01,180.75999450683597
2024-04-02,180.69000244140625
2024-04-03,177.3300018310547
2024-04-04,167.89999389648438
2024-04-05,170.0
2024-04-08,169.8000030517578
2024-04-09,170.13999938964844
2024-04-10,169.02999877929688
2024-04-11,167.52000427246094
2024-04-12,162.27999877929688
2024-04-15,161.6699981689453
2024-04-16,162.5399932861328
2024-04-17,164.25
2024-04-18,164.66000366210938
2024-04-19,166.41000366210938
2024-04-22,167.88999938964844
2024-04-23,169.5399932861328
2024-04-24,167.8000030517578
2024-04-25,167.2899932861328
2024-04-26,159.6199951171875
2024-04-29,161.52000427246094
2024-04-30,162.63999938964844
2024-05-01,161.72000122070312
2024-05-02,160.80999755859375
2024-05-03,163.7899932861328
2024-05-06,162.72999572753906
2024-05-07,162.5500030517578
2024-05-08,160.4499969482422
2024-05-09,160.39999389648438
2024-05-10,160.75
2024-05-13,161.27999877929688
2024-05-14,161.58999633789062
2024-05-15,163.7899932861328
2024-05-16,164.35000610351562
2024-05-17,166.4199981689453
2024-05-20,164.55999755859375
2024-05-21,162.92999267578125
2024-05-22,159.61000061035156
2024-05-23,158.25999450683594
2024-05-24,157.05999755859375
2024-05-28,155.33999633789062
2024-05-29,154.7899932861328
",
3047,US,technical,"What was Cintas's MACD Histogram on July 15, 2021? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.426,easy,trend,MACD Histogram = MACD Line - Signal Line; MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P); Signal Line = EMA_{n_{signal}}(MACD Line),"date,close
2021-02-16,86.2750015258789
2021-02-17,84.77749633789062
2021-02-18,85.11250305175781
2021-02-19,85.87249755859375
2021-02-22,85.125
2021-02-23,84.17749786376953
2021-02-24,84.57749938964844
2021-02-25,82.01249694824219
2021-02-26,81.08499908447266
2021-03-01,86.22000122070312
2021-03-02,85.5999984741211
2021-03-03,84.07749938964844
2021-03-04,81.68250274658203
2021-03-05,84.8375015258789
2021-03-08,85.1500015258789
2021-03-09,86.45999908447266
2021-03-10,88.26000213623047
2021-03-11,90.01000213623047
2021-03-12,89.57250213623047
2021-03-15,87.9000015258789
2021-03-16,86.98750305175781
2021-03-17,85.80500030517578
2021-03-18,84.30750274658203
2021-03-19,83.26249694824219
2021-03-22,84.0824966430664
2021-03-23,83.25250244140625
2021-03-24,83.98750305175781
2021-03-25,84.26499938964844
2021-03-26,86.65249633789062
2021-03-29,85.30000305175781
2021-03-30,84.32749938964844
2021-03-31,85.32749938964844
2021-04-01,87.07749938964844
2021-04-05,88.51000213623047
2021-04-06,87.21749877929688
2021-04-07,87.57499694824219
2021-04-08,86.43000030517578
2021-04-09,88.12000274658203
2021-04-12,88.7925033569336
2021-04-13,88.87000274658203
2021-04-14,87.5199966430664
2021-04-15,87.96499633789062
2021-04-16,87.62999725341797
2021-04-19,85.93499755859375
2021-04-20,85.42500305175781
2021-04-21,86.9124984741211
2021-04-22,87.13999938964844
2021-04-23,88.43000030517578
2021-04-26,87.33999633789062
2021-04-27,87.5374984741211
2021-04-28,86.30000305175781
2021-04-29,87.76499938964844
2021-04-30,86.28500366210938
2021-05-03,87.65499877929688
2021-05-04,87.69499969482422
2021-05-05,87.14749908447266
2021-05-06,87.5625
2021-05-07,90.1675033569336
2021-05-10,90.18499755859376
2021-05-11,88.66999816894531
2021-05-12,85.94000244140625
2021-05-13,88.30249786376953
2021-05-14,89.5199966430664
2021-05-17,88.01000213623047
2021-05-18,87.0
2021-05-19,85.62249755859375
2021-05-20,87.36499786376953
2021-05-21,87.10749816894531
2021-05-24,88.63500213623047
2021-05-25,88.875
2021-05-26,88.55000305175781
2021-05-27,88.5374984741211
2021-05-28,88.38500213623047
2021-06-01,88.24500274658203
2021-06-02,88.06999969482422
2021-06-03,87.72000122070312
2021-06-04,88.05000305175781
2021-06-07,86.69999694824219
2021-06-08,86.85749816894531
2021-06-09,86.97000122070312
2021-06-10,87.77749633789062
2021-06-11,88.20999908447266
2021-06-14,88.31500244140625
2021-06-15,89.44999694824219
2021-06-16,89.20999908447266
2021-06-17,90.42250061035156
2021-06-18,88.71499633789062
2021-06-21,90.69750213623048
2021-06-22,93.625
2021-06-23,93.94499969482422
2021-06-24,94.4499969482422
2021-06-25,94.56500244140624
2021-06-28,94.89749908447266
2021-06-29,95.62999725341795
2021-06-30,95.5
2021-07-01,95.2300033569336
2021-07-02,95.875
2021-07-06,95.69499969482422
2021-07-07,97.40249633789062
2021-07-08,96.6999969482422
2021-07-09,97.08000183105467
2021-07-12,98.01750183105467
2021-07-13,95.24500274658205
2021-07-14,94.7375030517578
2021-07-15,92.2874984741211
",
3048,US,technical,"For MACD Histogram, what is the value of Mid-America Apartment Communities on April 15, 2020? (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.819,easy,trend,MACD Histogram = MACD Line - Signal Line; MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P); Signal Line = EMA_{n_{signal}}(MACD Line),"date,close
2019-11-13,134.64999389648438
2019-11-14,136.72000122070312
2019-11-15,138.3300018310547
2019-11-18,137.6699981689453
2019-11-19,137.38999938964844
2019-11-20,137.44000244140625
2019-11-21,135.3800048828125
2019-11-22,134.39999389648438
2019-11-25,134.16000366210938
2019-11-26,137.07000732421875
2019-11-27,137.11000061035156
2019-11-29,136.11000061035156
2019-12-02,133.66000366210938
2019-12-03,134.1199951171875
2019-12-04,134.75
2019-12-05,135.0
2019-12-06,134.7899932861328
2019-12-09,135.0
2019-12-10,133.42999267578125
2019-12-11,131.63999938964844
2019-12-12,130.77999877929688
2019-12-13,130.5
2019-12-16,130.5399932861328
2019-12-17,128.0800018310547
2019-12-18,128.8699951171875
2019-12-19,129.32000732421875
2019-12-20,130.05999755859375
2019-12-23,129.0399932861328
2019-12-24,129.36000061035156
2019-12-26,129.42999267578125
2019-12-27,130.0
2019-12-30,130.5500030517578
2019-12-31,131.86000061035156
2020-01-02,129.61000061035156
2020-01-03,131.07000732421875
2020-01-06,131.25999450683594
2020-01-07,129.3000030517578
2020-01-08,130.22000122070312
2020-01-09,130.3000030517578
2020-01-10,132.35000610351562
2020-01-13,133.52999877929688
2020-01-14,131.7899932861328
2020-01-15,132.05999755859375
2020-01-16,133.69000244140625
2020-01-17,133.99000549316406
2020-01-21,135.5500030517578
2020-01-22,134.92999267578125
2020-01-23,136.41000366210938
2020-01-24,136.9600067138672
2020-01-27,136.63999938964844
2020-01-28,137.44000244140625
2020-01-29,136.5800018310547
2020-01-30,137.49000549316406
2020-01-31,137.2100067138672
2020-02-03,137.14999389648438
2020-02-04,139.35000610351562
2020-02-05,139.13999938964844
2020-02-06,140.35000610351562
2020-02-07,141.19000244140625
2020-02-10,142.33999633789062
2020-02-11,141.94000244140625
2020-02-12,142.52999877929688
2020-02-13,144.13999938964844
2020-02-14,145.50999450683594
2020-02-18,146.11000061035156
2020-02-19,145.02999877929688
2020-02-20,147.6999969482422
2020-02-21,147.77000427246094
2020-02-24,145.91000366210938
2020-02-25,143.07000732421875
2020-02-26,142.32000732421875
2020-02-27,134.1999969482422
2020-02-28,129.25999450683594
2020-03-02,135.39999389648438
2020-03-03,137.27000427246094
2020-03-04,145.0
2020-03-05,144.77000427246094
2020-03-06,143.3000030517578
2020-03-09,134.3000030517578
2020-03-10,140.07000732421875
2020-03-11,133.8800048828125
2020-03-12,117.61000061035156
2020-03-13,126.0
2020-03-16,104.9499969482422
2020-03-17,113.16999816894533
2020-03-18,100.0999984741211
2020-03-19,99.47000122070312
2020-03-20,87.5
2020-03-23,84.66999816894531
2020-03-24,89.18000030517578
2020-03-25,97.83999633789062
2020-03-26,102.79000091552734
2020-03-27,107.5999984741211
2020-03-30,107.12999725341795
2020-03-31,103.02999877929688
2020-04-01,98.73999786376952
2020-04-02,94.25
2020-04-03,94.30999755859376
2020-04-06,105.27999877929688
2020-04-07,103.79000091552734
2020-04-08,110.93000030517578
2020-04-09,116.6500015258789
2020-04-13,111.37000274658205
2020-04-14,114.0199966430664
2020-04-15,109.9800033569336
",
3049,US,technical,"Calculate the MACD Histogram value for AppLovin on February 27, 2023. (Standard parameters: fast 12, slow 26, signal 9; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.2377,easy,trend,MACD Histogram = MACD Line - Signal Line; MACD Line = EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P); Signal Line = EMA_{n_{signal}}(MACD Line),"date,close
2022-09-27,20.3799991607666
2022-09-28,21.3700008392334
2022-09-29,19.68000030517578
2022-09-30,19.489999771118164
2022-10-03,20.420000076293945
2022-10-04,21.239999771118164
2022-10-05,20.76000022888184
2022-10-06,20.540000915527344
2022-10-07,19.21999931335449
2022-10-10,18.479999542236328
2022-10-11,17.770000457763672
2022-10-12,18.100000381469727
2022-10-13,18.34000015258789
2022-10-14,17.829999923706055
2022-10-17,18.440000534057617
2022-10-18,18.6299991607666
2022-10-19,17.440000534057617
2022-10-20,17.799999237060547
2022-10-21,17.520000457763672
2022-10-24,17.670000076293945
2022-10-25,18.799999237060547
2022-10-26,17.989999771118164
2022-10-27,17.579999923706055
2022-10-28,17.389999389648438
2022-10-31,16.959999084472656
2022-11-01,17.1200008392334
2022-11-02,16.06999969482422
2022-11-03,15.289999961853027
2022-11-04,14.84000015258789
2022-11-07,14.9399995803833
2022-11-08,15.18000030517578
2022-11-09,13.739999771118164
2022-11-10,16.280000686645508
2022-11-11,16.940000534057617
2022-11-14,15.359999656677246
2022-11-15,15.520000457763672
2022-11-16,14.56999969482422
2022-11-17,14.359999656677246
2022-11-18,13.949999809265137
2022-11-21,13.300000190734863
2022-11-22,13.960000038146973
2022-11-23,14.100000381469728
2022-11-25,14.020000457763672
2022-11-28,13.479999542236328
2022-11-29,13.4399995803833
2022-11-30,14.40999984741211
2022-12-01,14.289999961853027
2022-12-02,14.279999732971191
2022-12-05,12.829999923706056
2022-12-06,11.100000381469728
2022-12-07,10.789999961853027
2022-12-08,10.40999984741211
2022-12-09,10.359999656677246
2022-12-12,10.699999809265137
2022-12-13,10.5600004196167
2022-12-14,10.529999732971191
2022-12-15,9.760000228881836
2022-12-16,9.81999969482422
2022-12-19,9.479999542236328
2022-12-20,9.829999923706056
2022-12-21,10.199999809265137
2022-12-22,9.84000015258789
2022-12-23,9.84000015258789
2022-12-27,9.300000190734863
2022-12-28,9.399999618530272
2022-12-29,10.43000030517578
2022-12-30,10.529999732971191
2023-01-03,10.729999542236328
2023-01-04,10.899999618530272
2023-01-05,9.850000381469728
2023-01-06,9.720000267028809
2023-01-09,10.18000030517578
2023-01-10,10.369999885559082
2023-01-11,10.760000228881836
2023-01-12,10.68000030517578
2023-01-13,10.8100004196167
2023-01-17,10.899999618530272
2023-01-18,10.699999809265137
2023-01-19,10.18000030517578
2023-01-20,10.9399995803833
2023-01-23,11.979999542236328
2023-01-24,11.899999618530272
2023-01-25,11.81999969482422
2023-01-26,11.899999618530272
2023-01-27,12.59000015258789
2023-01-30,12.210000038146973
2023-01-31,12.699999809265137
2023-02-01,13.359999656677246
2023-02-02,14.1899995803833
2023-02-03,13.220000267028809
2023-02-06,12.600000381469728
2023-02-07,12.850000381469728
2023-02-08,12.68000030517578
2023-02-09,16.110000610351562
2023-02-10,15.289999961853027
2023-02-13,15.859999656677246
2023-02-14,15.970000267028809
2023-02-15,16.8700008392334
2023-02-16,15.600000381469728
2023-02-17,14.989999771118164
2023-02-21,14.199999809265137
2023-02-22,15.170000076293944
2023-02-23,14.489999771118164
2023-02-24,14.210000038146973
2023-02-27,13.40999984741211
",
3050,US,technical,"What is the value of Parabolic SAR for McKesson Corporation on October 29, 2021? (Initial AF 0.02, step 0.02, max 0.20; Require 10 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",202.61,easy,trend,"SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1}); EP is the extreme point of the current trend (high for long, low for short); AF starts at initial_af, accelerates by step_af each new extreme until max_af; on reversal SAR resets to the prior trend EP and AF resets to initial_af","date,high,low,close
2021-10-15,205.5800018310547,203.0,204.1699981689453
2021-10-18,203.75,200.7400054931641,200.8000030517578
2021-10-19,203.72999572753903,201.58999633789065,202.58999633789065
2021-10-20,207.42999267578125,202.8000030517578,206.08999633789065
2021-10-21,207.25,204.72000122070312,207.19000244140625
2021-10-22,209.30999755859372,206.8500061035156,209.08999633789065
2021-10-25,210.1699981689453,207.27999877929688,207.4499969482422
2021-10-26,209.1499938964844,206.0,207.97000122070312
2021-10-27,208.4199981689453,202.6100006103516,203.02999877929688
2021-10-28,206.05999755859372,203.32000732421875,205.0200042724609
2021-10-29,208.6000061035156,203.33999633789065,207.8800048828125
",
3051,US,technical,"On August 09, 2023, what is the Parabolic SAR value for NVR? (Initial AF 0.02, step 0.02, max 0.20; Require 10 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6391.4199,easy,trend,"SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1}); EP is the extreme point of the current trend (high for long, low for short); AF starts at initial_af, accelerates by step_af each new extreme until max_af; on reversal SAR resets to the prior trend EP and AF resets to initial_af","date,high,low,close
2023-07-26,6443.89990234375,6340.5,6382.97998046875
2023-07-27,6389.0,6265.2099609375,6301.7099609375
2023-07-28,6374.97998046875,6300.0,6343.330078125
2023-07-31,6369.72021484375,6262.72998046875,6306.43994140625
2023-08-01,6350.0,6283.0,6324.0
2023-08-02,6326.9501953125,6200.0,6303.83984375
2023-08-03,6290.0,6180.0,6248.02001953125
2023-08-04,6339.0,6246.77978515625,6320.97021484375
2023-08-07,6391.419921875,6305.0,6387.740234375
2023-08-08,6369.93994140625,6276.66015625,6348.759765625
2023-08-09,6350.0,6251.81982421875,6261.60986328125
",
3052,US,technical,"What was Domino's's Parabolic SAR on July 16, 2020? (Initial AF 0.02, step 0.02, max 0.20; Require 10 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",385.4623,easy,trend,"SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1}); EP is the extreme point of the current trend (high for long, low for short); AF starts at initial_af, accelerates by step_af each new extreme until max_af; on reversal SAR resets to the prior trend EP and AF resets to initial_af","date,high,low,close
2020-07-01,377.0199890136719,369.6000061035156,375.7099914550781
2020-07-02,379.989990234375,372.1199951171875,374.0899963378906
2020-07-06,387.010009765625,376.2099914550781,385.0
2020-07-07,388.7300109863281,380.8800048828125,381.1400146484375
2020-07-08,385.4299926757813,381.4599914550781,384.1400146484375
2020-07-09,387.3399963378906,378.3800048828125,385.5
2020-07-10,398.9100036621094,383.7099914550781,398.30999755859375
2020-07-13,417.1499938964844,401.239990234375,401.3800048828125
2020-07-14,405.4299926757813,390.5799865722656,402.2999877929688
2020-07-15,417.3399963378906,399.4299926757813,413.6799926757813
2020-07-16,422.1499938964844,403.6900024414063,407.5199890136719
",
3053,US,technical,"For Parabolic SAR, what is the value of Palantir Technologies on June 12, 2024? (Initial AF 0.02, step 0.02, max 0.20; Require 10 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.0292,easy,trend,"SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1}); EP is the extreme point of the current trend (high for long, low for short); AF starts at initial_af, accelerates by step_af each new extreme until max_af; on reversal SAR resets to the prior trend EP and AF resets to initial_af","date,high,low,close
2024-05-29,20.989999771118164,20.63999938964844,20.940000534057617
2024-05-30,21.959999084472656,21.020000457763672,21.729999542236328
2024-05-31,22.200000762939453,21.309999465942383,21.68000030517578
2024-06-03,21.790000915527344,21.0049991607666,21.31999969482422
2024-06-04,22.26000022888184,21.040000915527344,22.100000381469727
2024-06-05,22.979999542236328,22.21999931335449,22.959999084472656
2024-06-06,23.950000762939453,22.979999542236328,23.790000915527344
2024-06-07,23.56999969482422,23.059999465942383,23.309999465942383
2024-06-10,23.15999984741211,22.65999984741211,23.1299991607666
2024-06-11,23.950000762939453,22.88999938964844,23.850000381469727
2024-06-12,24.32999992370605,23.56999969482422,23.770000457763672
",
3054,US,technical,"Calculate the Parabolic SAR value for Ingersoll Rand on December 12, 2023. (Initial AF 0.02, step 0.02, max 0.20; Require 10 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",70.8087,easy,trend,"SAR_t = SAR_{t-1} + AF * (EP - SAR_{t-1}); EP is the extreme point of the current trend (high for long, low for short); AF starts at initial_af, accelerates by step_af each new extreme until max_af; on reversal SAR resets to the prior trend EP and AF resets to initial_af","date,high,low,close
2023-11-28,71.23999786376953,69.63999938964844,69.66000366210938
2023-11-29,70.4000015258789,69.45999908447266,69.5999984741211
2023-11-30,71.5199966430664,69.51000213623047,71.43000030517578
2023-12-01,72.7300033569336,71.36000061035156,72.23999786376953
2023-12-04,72.16000366210938,71.29000091552734,72.0199966430664
2023-12-05,72.44000244140625,71.54000091552734,71.95999908447266
2023-12-06,72.9800033569336,71.20999908447266,71.37999725341797
2023-12-07,72.55999755859375,71.53500366210938,72.55000305175781
2023-12-08,73.41999816894531,72.3949966430664,73.30999755859375
2023-12-11,74.48999786376953,73.37999725341797,73.9800033569336
2023-12-12,74.8499984741211,74.06600189208984,74.26000213623047
",
3055,US,technical,"What is the value of Stochastic RSI for Coterra on February 01, 2021? (Standard parameters: RSI period 14, Stoch period 14, smooth 3; Gain/Loss calculation uses Wilder smoothing, using the first data point as the initial value; output smoothed with SMA; Require 73 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0778,easy,momentum,"StochRSI_Smoothed = SMA_k(StochRSI); StochRSI = (RSI - min(RSI, k)) / (max(RSI, k) - min(RSI, k)) * 100; RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0))","date,close
2020-10-15,19.46999931335449
2020-10-16,19.100000381469727
2020-10-19,19.07999992370605
2020-10-20,19.270000457763672
2020-10-21,19.18000030517578
2020-10-22,20.170000076293945
2020-10-23,19.68000030517578
2020-10-26,19.34000015258789
2020-10-27,19.09000015258789
2020-10-28,18.170000076293945
2020-10-29,18.38999938964844
2020-10-30,17.790000915527344
2020-11-02,17.420000076293945
2020-11-03,16.799999237060547
2020-11-04,16.010000228881836
2020-11-05,16.450000762939453
2020-11-06,16.440000534057617
2020-11-09,16.649999618530273
2020-11-10,17.190000534057617
2020-11-11,17.280000686645508
2020-11-12,16.90999984741211
2020-11-13,17.6200008392334
2020-11-16,17.049999237060547
2020-11-17,17.18000030517578
2020-11-18,16.739999771118164
2020-11-19,17.18000030517578
2020-11-20,17.06999969482422
2020-11-23,17.6299991607666
2020-11-24,18.030000686645508
2020-11-25,17.770000457763672
2020-11-27,17.770000457763672
2020-11-30,17.520000457763672
2020-12-01,17.3799991607666
2020-12-02,17.049999237060547
2020-12-03,15.920000076293944
2020-12-04,16.440000534057617
2020-12-07,16.530000686645508
2020-12-08,16.420000076293945
2020-12-09,16.770000457763672
2020-12-10,17.649999618530273
2020-12-11,17.0
2020-12-14,17.25
2020-12-15,17.31999969482422
2020-12-16,17.020000457763672
2020-12-17,17.229999542236328
2020-12-18,16.969999313354492
2020-12-21,16.860000610351562
2020-12-22,16.790000915527344
2020-12-23,17.170000076293945
2020-12-24,16.940000534057617
2020-12-28,16.479999542236328
2020-12-29,16.079999923706055
2020-12-30,16.469999313354492
2020-12-31,16.280000686645508
2021-01-04,16.600000381469727
2021-01-05,16.760000228881836
2021-01-06,17.06999969482422
2021-01-07,17.420000076293945
2021-01-08,17.270000457763672
2021-01-11,18.040000915527344
2021-01-12,18.57999992370605
2021-01-13,18.920000076293945
2021-01-14,19.299999237060547
2021-01-15,19.06999969482422
2021-01-19,18.61000061035156
2021-01-20,18.31999969482422
2021-01-21,18.36000061035156
2021-01-22,18.540000915527344
2021-01-25,18.690000534057617
2021-01-26,18.38999938964844
2021-01-27,19.049999237060547
2021-01-28,18.3799991607666
2021-01-29,18.32999992370605
2021-02-01,18.61000061035156
",
3056,US,technical,"On September 24, 2020, what is the Stochastic RSI value for Jack Henry & Associates? (Standard parameters: RSI period 14, Stoch period 14, smooth 3; Gain/Loss calculation uses Wilder smoothing, using the first data point as the initial value; output smoothed with SMA; Require 73 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7647,easy,momentum,"StochRSI_Smoothed = SMA_k(StochRSI); StochRSI = (RSI - min(RSI, k)) / (max(RSI, k) - min(RSI, k)) * 100; RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0))","date,close
2020-06-11,174.89999389648438
2020-06-12,172.25
2020-06-15,173.94000244140625
2020-06-16,175.88999938964844
2020-06-17,177.8000030517578
2020-06-18,179.80999755859375
2020-06-19,181.2899932861328
2020-06-22,183.1699981689453
2020-06-23,182.1199951171875
2020-06-24,179.69000244140625
2020-06-25,180.25
2020-06-26,178.49000549316406
2020-06-29,181.47999572753903
2020-06-30,184.02999877929688
2020-07-01,183.8300018310547
2020-07-02,184.50999450683597
2020-07-06,183.05999755859372
2020-07-07,179.82000732421875
2020-07-08,181.9600067138672
2020-07-09,182.3000030517578
2020-07-10,181.52999877929688
2020-07-13,178.3800048828125
2020-07-14,180.05999755859375
2020-07-15,180.1300048828125
2020-07-16,178.82000732421875
2020-07-17,181.5800018310547
2020-07-20,182.8500061035156
2020-07-21,183.27999877929688
2020-07-22,184.05999755859372
2020-07-23,181.7700042724609
2020-07-24,179.58999633789062
2020-07-27,180.6999969482422
2020-07-28,176.5399932861328
2020-07-29,180.75
2020-07-30,178.49000549316406
2020-07-31,178.3000030517578
2020-08-03,182.0
2020-08-04,179.58999633789062
2020-08-05,179.6999969482422
2020-08-06,182.42999267578125
2020-08-07,184.0
2020-08-10,183.77999877929688
2020-08-11,182.8800048828125
2020-08-12,187.8600006103516
2020-08-13,191.97999572753903
2020-08-14,194.3600006103516
2020-08-17,199.1300048828125
2020-08-18,197.6699981689453
2020-08-19,172.22000122070312
2020-08-20,168.1999969482422
2020-08-21,165.85000610351562
2020-08-24,164.72999572753906
2020-08-25,166.3800048828125
2020-08-26,167.25999450683594
2020-08-27,165.85000610351562
2020-08-28,167.47999572753906
2020-08-31,165.4199981689453
2020-09-01,164.36000061035156
2020-09-02,171.10000610351562
2020-09-03,165.6999969482422
2020-09-04,163.1699981689453
2020-09-08,158.50999450683594
2020-09-09,160.7100067138672
2020-09-10,156.0399932861328
2020-09-11,155.77999877929688
2020-09-14,158.47000122070312
2020-09-15,159.7899932861328
2020-09-16,155.6699981689453
2020-09-17,161.75999450683594
2020-09-18,161.8300018310547
2020-09-21,159.2100067138672
2020-09-22,163.1199951171875
2020-09-23,159.41000366210938
2020-09-24,157.6199951171875
",
3057,US,technical,"What was Arthur J. Gallagher & Co.'s Stochastic RSI on March 25, 2025? (Standard parameters: RSI period 14, Stoch period 14, smooth 3; Gain/Loss calculation uses Wilder smoothing, using the first data point as the initial value; output smoothed with SMA; Require 73 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5519,easy,momentum,"StochRSI_Smoothed = SMA_k(StochRSI); StochRSI = (RSI - min(RSI, k)) / (max(RSI, k) - min(RSI, k)) * 100; RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0))","date,close
2024-12-05,303.5799865722656
2024-12-06,296.7099914550781
2024-12-09,291.8500061035156
2024-12-10,283.739990234375
2024-12-11,283.5799865722656
2024-12-12,281.19000244140625
2024-12-13,284.5899963378906
2024-12-16,286.0
2024-12-17,282.9100036621094
2024-12-18,278.489990234375
2024-12-19,279.0899963378906
2024-12-20,283.1000061035156
2024-12-23,284.510009765625
2024-12-24,288.3500061035156
2024-12-26,288.3599853515625
2024-12-27,286.5400085449219
2024-12-30,284.4599914550781
2024-12-31,283.8500061035156
2025-01-02,275.8900146484375
2025-01-03,280.3999938964844
2025-01-06,276.4200134277344
2025-01-07,279.7699890136719
2025-01-08,285.5
2025-01-10,287.010009765625
2025-01-13,285.8099975585937
2025-01-14,289.1099853515625
2025-01-15,290.19000244140625
2025-01-16,295.7900085449219
2025-01-17,294.82000732421875
2025-01-21,296.7699890136719
2025-01-22,293.5
2025-01-23,288.0
2025-01-24,289.510009765625
2025-01-27,296.0
2025-01-28,293.4100036621094
2025-01-29,294.1000061035156
2025-01-30,299.0299987792969
2025-01-31,301.82000732421875
2025-02-03,309.0
2025-02-04,312.2099914550781
2025-02-05,316.29998779296875
2025-02-06,319.989990234375
2025-02-07,322.3299865722656
2025-02-10,324.2900085449219
2025-02-11,322.0
2025-02-12,324.6099853515625
2025-02-13,328.5599975585937
2025-02-14,321.5
2025-02-18,326.29998779296875
2025-02-19,327.3299865722656
2025-02-20,325.1300048828125
2025-02-21,325.5599975585937
2025-02-24,328.489990234375
2025-02-25,331.8299865722656
2025-02-26,328.3299865722656
2025-02-27,333.1700134277344
2025-02-28,337.739990234375
2025-03-03,341.79998779296875
2025-03-04,337.2699890136719
2025-03-05,340.7900085449219
2025-03-06,339.8500061035156
2025-03-07,324.0
2025-03-10,321.8500061035156
2025-03-11,325.75
2025-03-12,325.0799865722656
2025-03-13,322.8500061035156
2025-03-14,325.239990234375
2025-03-17,329.1400146484375
2025-03-18,329.6600036621094
2025-03-19,326.6400146484375
2025-03-20,334.44000244140625
2025-03-21,331.7900085449219
2025-03-24,337.6700134277344
2025-03-25,337.3599853515625
",
3058,US,technical,"For Stochastic RSI, what is the value of Fair Isaac on July 12, 2022? (Standard parameters: RSI period 14, Stoch period 14, smooth 3; Gain/Loss calculation uses Wilder smoothing, using the first data point as the initial value; output smoothed with SMA; Require 73 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6937,easy,momentum,"StochRSI_Smoothed = SMA_k(StochRSI); StochRSI = (RSI - min(RSI, k)) / (max(RSI, k) - min(RSI, k)) * 100; RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0))","date,close
2022-03-25,457.5
2022-03-28,462.3900146484375
2022-03-29,479.3599853515625
2022-03-30,476.9599914550781
2022-03-31,466.4599914550781
2022-04-01,449.2900085449219
2022-04-04,452.4299926757813
2022-04-05,439.9100036621094
2022-04-06,419.1000061035156
2022-04-07,421.1799926757813
2022-04-08,418.75
2022-04-11,411.010009765625
2022-04-12,407.3999938964844
2022-04-13,414.9800109863281
2022-04-14,413.7200012207031
2022-04-18,404.739990234375
2022-04-19,409.5499877929688
2022-04-20,408.0899963378906
2022-04-21,386.6700134277344
2022-04-22,382.6000061035156
2022-04-25,386.5
2022-04-26,369.3399963378906
2022-04-27,375.2799987792969
2022-04-28,385.3800048828125
2022-04-29,373.510009765625
2022-05-02,374.0899963378906
2022-05-03,370.5199890136719
2022-05-04,378.4200134277344
2022-05-05,362.6700134277344
2022-05-06,349.8900146484375
2022-05-09,341.44000244140625
2022-05-10,358.4100036621094
2022-05-11,351.0899963378906
2022-05-12,352.7300109863281
2022-05-13,361.5299987792969
2022-05-16,364.3999938964844
2022-05-17,379.6000061035156
2022-05-18,375.6300048828125
2022-05-19,378.7200012207031
2022-05-20,395.4200134277344
2022-05-23,398.7200012207031
2022-05-24,390.8399963378906
2022-05-25,398.1000061035156
2022-05-26,401.6199951171875
2022-05-27,410.9200134277344
2022-05-31,409.5499877929688
2022-06-01,406.25
2022-06-02,419.55999755859375
2022-06-03,420.4500122070313
2022-06-06,416.5899963378906
2022-06-07,421.8800048828125
2022-06-08,408.4800109863281
2022-06-09,404.8299865722656
2022-06-10,401.80999755859375
2022-06-13,381.1400146484375
2022-06-14,379.4100036621094
2022-06-15,395.7999877929688
2022-06-16,374.7900085449219
2022-06-17,379.0299987792969
2022-06-21,385.010009765625
2022-06-22,386.6300048828125
2022-06-23,402.239990234375
2022-06-24,416.1499938964844
2022-06-27,415.0299987792969
2022-06-28,401.3599853515625
2022-06-29,401.05999755859375
2022-06-30,400.8999938964844
2022-07-01,408.260009765625
2022-07-05,411.3299865722656
2022-07-06,419.0
2022-07-07,423.6099853515625
2022-07-08,418.8500061035156
2022-07-11,417.8200073242188
2022-07-12,412.1300048828125
",
3059,US,technical,"Calculate the Stochastic RSI value for Jabil on December 19, 2025. (Standard parameters: RSI period 14, Stoch period 14, smooth 3; Gain/Loss calculation uses Wilder smoothing, using the first data point as the initial value; output smoothed with SMA; Require 73 data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2606,easy,momentum,"StochRSI_Smoothed = SMA_k(StochRSI); StochRSI = (RSI - min(RSI, k)) / (max(RSI, k) - min(RSI, k)) * 100; RSI = 100 - (100 / (1 + Gain / Loss)); Gain = Wilder_n(max(Change, 0)); Loss = Wilder_n(-min(Change, 0))","date,close
2025-09-08,209.1699981689453
2025-09-09,209.22000122070312
2025-09-10,215.72000122070312
2025-09-11,214.27999877929688
2025-09-12,214.05999755859372
2025-09-15,216.05999755859372
2025-09-16,213.3300018310547
2025-09-17,213.63999938964844
2025-09-18,223.2899932861328
2025-09-19,224.33999633789065
2025-09-22,233.22999572753903
2025-09-23,234.4499969482422
2025-09-24,225.27999877929688
2025-09-25,210.1999969482422
2025-09-26,215.83999633789065
2025-09-29,214.50999450683597
2025-09-30,217.1699981689453
2025-10-01,214.83999633789065
2025-10-02,215.69000244140625
2025-10-03,202.0800018310547
2025-10-06,202.1999969482422
2025-10-07,202.6199951171875
2025-10-08,206.52999877929688
2025-10-09,204.7100067138672
2025-10-10,193.9900054931641
2025-10-13,199.8999938964844
2025-10-14,200.58999633789065
2025-10-15,206.8800048828125
2025-10-16,209.7400054931641
2025-10-17,209.33999633789065
2025-10-20,204.0200042724609
2025-10-21,201.1199951171875
2025-10-22,198.75
2025-10-23,206.57000732421875
2025-10-24,212.44000244140625
2025-10-27,211.22999572753903
2025-10-28,214.5200042724609
2025-10-29,222.32000732421875
2025-10-30,221.47000122070312
2025-10-31,220.88999938964844
2025-11-03,220.30999755859372
2025-11-04,209.22000122070312
2025-11-05,218.1499938964844
2025-11-06,215.05999755859372
2025-11-07,213.7100067138672
2025-11-10,219.25999450683597
2025-11-11,211.08999633789065
2025-11-12,213.92999267578125
2025-11-13,201.82000732421875
2025-11-14,201.8699951171875
2025-11-17,200.4600067138672
2025-11-18,198.8800048828125
2025-11-19,200.08999633789065
2025-11-20,192.4900054931641
2025-11-21,196.6999969482422
2025-11-24,197.1499938964844
2025-11-25,203.97999572753903
2025-11-26,207.22999572753903
2025-11-28,210.7100067138672
2025-12-01,209.9900054931641
2025-12-02,212.0500030517578
2025-12-03,214.0500030517578
2025-12-04,218.72000122070312
2025-12-05,220.05999755859372
2025-12-08,225.4199981689453
2025-12-09,228.08999633789065
2025-12-10,229.97000122070312
2025-12-11,234.25
2025-12-12,222.3699951171875
2025-12-15,221.2100067138672
2025-12-16,212.55999755859372
2025-12-17,216.3000030517578
2025-12-18,217.0399932861328
2025-12-19,226.6199951171875
",
3060,US,technical,"What is the value of Percentage Price Oscillator for Public Service Enterprise Group on November 14, 2022? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0409,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2022-06-16,59.0
2022-06-17,59.15999984741211
2022-06-21,59.65999984741211
2022-06-22,59.81999969482422
2022-06-23,60.43000030517578
2022-06-24,62.5099983215332
2022-06-27,62.83000183105469
2022-06-28,62.630001068115234
2022-06-29,62.61000061035156
2022-06-30,63.27999877929688
2022-07-01,64.66999816894531
2022-07-05,62.560001373291016
2022-07-06,62.97999954223633
2022-07-07,62.79999923706055
2022-07-08,62.459999084472656
2022-07-11,62.47999954223633
2022-07-12,61.7400016784668
2022-07-13,61.0
2022-07-14,60.34000015258789
2022-07-15,60.54999923706055
2022-07-18,60.060001373291016
2022-07-19,60.40999984741211
2022-07-20,59.63999938964844
2022-07-21,59.59999847412109
2022-07-22,60.09999847412109
2022-07-25,60.68999862670898
2022-07-26,61.45000076293945
2022-07-27,61.900001525878906
2022-07-28,65.44000244140625
2022-07-29,65.66999816894531
2022-08-01,65.68000030517578
2022-08-02,65.1500015258789
2022-08-03,65.37999725341797
2022-08-04,64.7300033569336
2022-08-05,64.73999786376953
2022-08-08,65.44000244140625
2022-08-09,66.02999877929688
2022-08-10,66.58999633789062
2022-08-11,66.69000244140625
2022-08-12,67.61000061035156
2022-08-15,68.83000183105469
2022-08-16,68.79000091552734
2022-08-17,68.80999755859375
2022-08-18,69.38999938964844
2022-08-19,69.4000015258789
2022-08-22,67.8499984741211
2022-08-23,67.37999725341797
2022-08-24,67.23999786376953
2022-08-25,67.80000305175781
2022-08-26,66.69000244140625
2022-08-29,66.41999816894531
2022-08-30,65.22000122070312
2022-08-31,64.36000061035156
2022-09-01,64.83000183105469
2022-09-02,64.01000213623047
2022-09-06,63.52999877929688
2022-09-07,67.2300033569336
2022-09-08,67.87999725341797
2022-09-09,68.0
2022-09-12,69.18000030517578
2022-09-13,66.83999633789062
2022-09-14,67.2699966430664
2022-09-15,66.47000122070312
2022-09-16,66.36000061035156
2022-09-19,66.62000274658203
2022-09-20,65.37999725341797
2022-09-21,64.4800033569336
2022-09-22,63.970001220703125
2022-09-23,62.93999862670898
2022-09-26,60.79999923706055
2022-09-27,59.560001373291016
2022-09-28,59.880001068115234
2022-09-29,56.91999816894531
2022-09-30,56.22999954223633
2022-10-03,57.90999984741211
2022-10-04,59.810001373291016
2022-10-05,58.470001220703125
2022-10-06,56.65999984741211
2022-10-07,55.31999969482422
2022-10-10,55.40999984741211
2022-10-11,55.130001068115234
2022-10-12,53.47999954223633
2022-10-13,54.970001220703125
2022-10-14,53.810001373291016
2022-10-17,55.27000045776367
2022-10-18,55.68999862670898
2022-10-19,54.79999923706055
2022-10-20,53.77000045776367
2022-10-21,54.29999923706055
2022-10-24,55.220001220703125
2022-10-25,56.08000183105469
2022-10-26,55.56999969482422
2022-10-27,55.4900016784668
2022-10-28,57.43000030517578
2022-10-31,56.06999969482422
2022-11-01,56.33000183105469
2022-11-02,56.61000061035156
2022-11-03,57.060001373291016
2022-11-04,57.88999938964844
2022-11-07,57.310001373291016
2022-11-08,57.84999847412109
2022-11-09,57.27000045776367
2022-11-10,59.52000045776367
2022-11-11,58.290000915527344
2022-11-14,57.36000061035156
",
3061,US,technical,"On July 12, 2021, what is the Percentage Price Oscillator value for Oneok? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1817,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2021-02-10,44.75
2021-02-11,44.27999877929688
2021-02-12,45.11000061035156
2021-02-16,45.95000076293945
2021-02-17,45.9900016784668
2021-02-18,44.86000061035156
2021-02-19,45.81999969482422
2021-02-22,46.09999847412109
2021-02-23,45.619998931884766
2021-02-24,46.709999084472656
2021-02-25,45.400001525878906
2021-02-26,44.290000915527344
2021-03-01,47.470001220703125
2021-03-02,46.88999938964844
2021-03-03,47.77000045776367
2021-03-04,48.25
2021-03-05,49.56999969482422
2021-03-08,49.540000915527344
2021-03-09,48.63999938964844
2021-03-10,50.95000076293945
2021-03-11,50.400001525878906
2021-03-12,51.59999847412109
2021-03-15,51.290000915527344
2021-03-16,49.540000915527344
2021-03-17,50.31999969482422
2021-03-18,48.20000076293945
2021-03-19,48.459999084472656
2021-03-22,48.4900016784668
2021-03-23,47.45000076293945
2021-03-24,48.7400016784668
2021-03-25,49.68999862670898
2021-03-26,51.18000030517578
2021-03-29,50.56999969482422
2021-03-30,50.2599983215332
2021-03-31,50.65999984741211
2021-04-01,51.34999847412109
2021-04-05,51.02999877929688
2021-04-06,51.2599983215332
2021-04-07,51.13999938964844
2021-04-08,50.459999084472656
2021-04-09,50.91999816894531
2021-04-12,50.90999984741211
2021-04-13,51.09000015258789
2021-04-14,51.5099983215332
2021-04-15,52.38999938964844
2021-04-16,51.59999847412109
2021-04-19,51.77999877929688
2021-04-20,50.630001068115234
2021-04-21,52.15999984741211
2021-04-22,51.040000915527344
2021-04-23,50.59999847412109
2021-04-26,50.459999084472656
2021-04-27,50.880001068115234
2021-04-28,52.130001068115234
2021-04-29,52.59999847412109
2021-04-30,52.34000015258789
2021-05-03,52.720001220703125
2021-05-04,52.58000183105469
2021-05-05,53.150001525878906
2021-05-06,53.40999984741211
2021-05-07,53.380001068115234
2021-05-10,53.959999084472656
2021-05-11,53.27000045776367
2021-05-12,52.560001373291016
2021-05-13,52.77999877929688
2021-05-14,54.34999847412109
2021-05-17,55.0099983215332
2021-05-18,53.97999954223633
2021-05-19,52.86000061035156
2021-05-20,53.68999862670898
2021-05-21,53.2599983215332
2021-05-24,54.13999938964844
2021-05-25,52.65999984741211
2021-05-26,52.5099983215332
2021-05-27,52.79999923706055
2021-05-28,52.7400016784668
2021-06-01,53.77000045776367
2021-06-02,54.25
2021-06-03,53.720001220703125
2021-06-04,53.95000076293945
2021-06-07,55.16999816894531
2021-06-08,55.77999877929688
2021-06-09,54.84000015258789
2021-06-10,54.77999877929688
2021-06-11,55.060001373291016
2021-06-14,55.43999862670898
2021-06-15,55.97999954223633
2021-06-16,57.02000045776367
2021-06-17,54.15999984741211
2021-06-18,53.02000045776367
2021-06-21,55.59000015258789
2021-06-22,55.470001220703125
2021-06-23,55.22999954223633
2021-06-24,55.88999938964844
2021-06-25,56.54999923706055
2021-06-28,55.43999862670898
2021-06-29,55.18000030517578
2021-06-30,55.63999938964844
2021-07-01,56.93000030517578
2021-07-02,57.38999938964844
2021-07-06,56.4900016784668
2021-07-07,55.43999862670898
2021-07-08,55.380001068115234
2021-07-09,57.52000045776367
2021-07-12,56.91999816894531
",
3062,US,technical,"What was Dexcom's Percentage Price Oscillator on January 26, 2022? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-7.6316,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2021-08-27,130.17750549316406
2021-08-30,130.38499450683594
2021-08-31,132.35499572753906
2021-09-01,136.22999572753906
2021-09-02,134.92750549316406
2021-09-03,135.6074981689453
2021-09-07,137.9149932861328
2021-09-08,137.6374969482422
2021-09-09,138.1649932861328
2021-09-10,137.34500122070312
2021-09-13,135.1074981689453
2021-09-14,135.5574951171875
2021-09-15,137.91749572753906
2021-09-16,141.28250122070312
2021-09-17,140.78500366210938
2021-09-20,139.44000244140625
2021-09-21,138.44749450683594
2021-09-22,142.60499572753906
2021-09-23,143.1824951171875
2021-09-24,140.18499755859375
2021-09-27,137.2675018310547
2021-09-28,134.23500061035156
2021-09-29,136.39500427246094
2021-09-30,136.71499633789062
2021-10-01,137.47999572753906
2021-10-04,131.6074981689453
2021-10-05,135.09750366210938
2021-10-06,135.45750427246094
2021-10-07,134.79750061035156
2021-10-08,132.27499389648438
2021-10-11,132.19500732421875
2021-10-12,134.61500549316406
2021-10-13,137.0124969482422
2021-10-14,138.62750244140625
2021-10-15,136.11749267578125
2021-10-18,135.32000732421875
2021-10-19,137.5124969482422
2021-10-20,139.13499450683594
2021-10-21,142.02499389648438
2021-10-22,141.6425018310547
2021-10-25,142.0850067138672
2021-10-26,141.41000366210938
2021-10-27,139.63499450683594
2021-10-28,142.5800018310547
2021-10-29,155.80250549316406
2021-11-01,156.8175048828125
2021-11-02,159.91000366210938
2021-11-03,154.93499755859375
2021-11-04,157.4550018310547
2021-11-05,158.86500549316406
2021-11-08,159.2725067138672
2021-11-09,159.2624969482422
2021-11-10,155.10499572753906
2021-11-11,159.34750366210938
2021-11-12,161.63999938964844
2021-11-15,160.4875030517578
2021-11-16,162.00750732421875
2021-11-17,162.81500244140625
2021-11-18,162.1024932861328
2021-11-19,160.2949981689453
2021-11-22,154.51499938964844
2021-11-23,147.5
2021-11-24,149.64500427246094
2021-11-26,147.99000549316406
2021-11-29,142.75250244140625
2021-11-30,140.6475067138672
2021-12-01,137.08749389648438
2021-12-02,140.05499267578125
2021-12-03,129.87249755859375
2021-12-06,131.1074981689453
2021-12-07,139.60000610351562
2021-12-08,141.21249389648438
2021-12-09,140.03750610351562
2021-12-10,141.625
2021-12-13,137.40249633789062
2021-12-14,133.8350067138672
2021-12-15,135.32249450683594
2021-12-16,132.33999633789062
2021-12-17,138.8350067138672
2021-12-20,136.22250366210938
2021-12-21,141.47500610351562
2021-12-22,143.19749450683594
2021-12-23,143.00250244140625
2021-12-27,142.47000122070312
2021-12-28,132.375
2021-12-29,133.85000610351562
2021-12-30,135.32749938964844
2021-12-31,134.2375030517578
2022-01-03,130.19749450683594
2022-01-04,128.0675048828125
2022-01-05,121.95249938964844
2022-01-06,120.75
2022-01-07,117.87249755859376
2022-01-10,115.58499908447266
2022-01-11,120.2925033569336
2022-01-12,122.59500122070312
2022-01-13,113.94499969482422
2022-01-14,111.83499908447266
2022-01-18,107.46749877929688
2022-01-19,108.80750274658205
2022-01-20,108.66000366210938
2022-01-21,105.5250015258789
2022-01-24,106.7074966430664
2022-01-25,101.55750274658205
2022-01-26,98.9574966430664
",
3063,US,technical,"For Percentage Price Oscillator, what is the value of CVS Health on March 23, 2022? (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7819,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2021-10-22,87.5199966430664
2021-10-25,87.68000030517578
2021-10-26,88.31999969482422
2021-10-27,88.08999633789062
2021-10-28,88.62000274658203
2021-10-29,89.27999877929688
2021-11-01,90.6500015258789
2021-11-02,91.1500015258789
2021-11-03,96.33999633789062
2021-11-04,94.48999786376952
2021-11-05,93.77999877929688
2021-11-08,93.76000213623048
2021-11-09,92.76000213623048
2021-11-10,92.95999908447266
2021-11-11,94.20999908447266
2021-11-12,94.0199966430664
2021-11-15,93.48999786376952
2021-11-16,92.88999938964844
2021-11-17,92.7300033569336
2021-11-18,95.33999633789062
2021-11-19,93.16000366210938
2021-11-22,92.98999786376952
2021-11-23,93.63999938964844
2021-11-24,92.6500015258789
2021-11-26,91.5199966430664
2021-11-29,92.0199966430664
2021-11-30,89.05999755859375
2021-12-01,88.77999877929688
2021-12-02,89.98999786376953
2021-12-03,90.87000274658205
2021-12-06,92.6500015258789
2021-12-07,92.93000030517578
2021-12-08,93.0999984741211
2021-12-09,97.30999755859376
2021-12-10,98.86000061035156
2021-12-13,98.9000015258789
2021-12-14,98.77999877929688
2021-12-15,100.5500030517578
2021-12-16,101.22000122070312
2021-12-17,100.36000061035156
2021-12-20,100.31999969482422
2021-12-21,100.79000091552734
2021-12-22,100.9000015258789
2021-12-23,101.30999755859376
2021-12-27,102.4000015258789
2021-12-28,102.7699966430664
2021-12-29,103.6999969482422
2021-12-30,103.68000030517578
2021-12-31,103.16000366210938
2022-01-03,104.16000366210938
2022-01-04,104.29000091552734
2022-01-05,105.80999755859376
2022-01-06,102.58999633789062
2022-01-07,104.19000244140624
2022-01-10,105.05999755859376
2022-01-11,106.04000091552734
2022-01-12,105.77999877929688
2022-01-13,105.33999633789062
2022-01-14,106.22000122070312
2022-01-18,104.51000213623048
2022-01-19,103.4499969482422
2022-01-20,102.38999938964844
2022-01-21,101.55999755859376
2022-01-24,103.51000213623048
2022-01-25,103.0999984741211
2022-01-26,104.86000061035156
2022-01-27,106.79000091552734
2022-01-28,109.2699966430664
2022-01-31,106.51000213623048
2022-02-01,106.2699966430664
2022-02-02,108.9000015258789
2022-02-03,108.72000122070312
2022-02-04,108.48999786376952
2022-02-07,109.41000366210938
2022-02-08,110.83000183105467
2022-02-09,104.79000091552734
2022-02-10,105.31999969482422
2022-02-11,104.23999786376952
2022-02-14,103.0
2022-02-15,102.97000122070312
2022-02-16,103.94000244140624
2022-02-17,102.3000030517578
2022-02-18,102.12999725341795
2022-02-22,101.91999816894533
2022-02-23,102.23999786376952
2022-02-24,100.7699966430664
2022-02-25,104.3000030517578
2022-02-28,103.6500015258789
2022-03-01,102.0500030517578
2022-03-02,104.43000030517578
2022-03-03,104.54000091552734
2022-03-04,105.19000244140624
2022-03-07,104.55999755859376
2022-03-08,102.36000061035156
2022-03-09,103.5999984741211
2022-03-10,104.08000183105467
2022-03-11,103.47000122070312
2022-03-14,104.48999786376952
2022-03-15,106.9800033569336
2022-03-16,107.11000061035156
2022-03-17,108.55999755859376
2022-03-18,107.3000030517578
2022-03-21,107.38999938964844
2022-03-22,107.2300033569336
2022-03-23,106.1999969482422
",
3064,US,technical,"Calculate the Percentage Price Oscillator value for PPL Corporation on April 26, 2023. (Standard parameters: fast 12, slow 26; Require 104 data points to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0173,easy,trend,PPO = (EMA_{n_{fast}}(P) - EMA_{n_{slow}}(P)) / EMA_{n_{slow}}(P) * 100,"date,close
2022-11-23,29.11000061035156
2022-11-25,29.229999542236328
2022-11-28,29.100000381469727
2022-11-29,29.020000457763672
2022-11-30,29.520000457763672
2022-12-01,29.290000915527344
2022-12-02,29.18000030517578
2022-12-05,29.07999992370605
2022-12-06,29.299999237060547
2022-12-07,28.979999542236328
2022-12-08,29.059999465942383
2022-12-09,28.950000762939453
2022-12-12,29.450000762939453
2022-12-13,29.34000015258789
2022-12-14,29.420000076293945
2022-12-15,29.36000061035156
2022-12-16,29.1299991607666
2022-12-19,29.11000061035156
2022-12-20,29.15999984741211
2022-12-21,29.399999618530277
2022-12-22,29.18000030517578
2022-12-23,29.540000915527344
2022-12-27,29.690000534057617
2022-12-28,29.440000534057617
2022-12-29,29.65999984741211
2022-12-30,29.21999931335449
2023-01-03,29.200000762939453
2023-01-04,29.93000030517578
2023-01-05,29.239999771118164
2023-01-06,29.959999084472656
2023-01-09,30.170000076293945
2023-01-10,30.170000076293945
2023-01-11,30.799999237060547
2023-01-12,30.71999931335449
2023-01-13,30.61000061035156
2023-01-17,30.59000015258789
2023-01-18,29.709999084472656
2023-01-19,29.149999618530277
2023-01-20,29.31999969482422
2023-01-23,29.31999969482422
2023-01-24,29.489999771118164
2023-01-25,29.5
2023-01-26,29.68000030517578
2023-01-27,29.6299991607666
2023-01-30,29.450000762939453
2023-01-31,29.600000381469727
2023-02-01,29.61000061035156
2023-02-02,29.38999938964844
2023-02-03,28.65999984741211
2023-02-06,28.84000015258789
2023-02-07,28.75
2023-02-08,28.3700008392334
2023-02-09,28.059999465942383
2023-02-10,28.65999984741211
2023-02-13,28.809999465942383
2023-02-14,28.540000915527344
2023-02-15,28.68000030517578
2023-02-16,28.450000762939453
2023-02-17,28.809999465942383
2023-02-21,27.81999969482422
2023-02-22,27.709999084472656
2023-02-23,27.86000061035156
2023-02-24,27.690000534057617
2023-02-27,27.549999237060547
2023-02-28,27.06999969482422
2023-03-01,26.68000030517578
2023-03-02,27.1200008392334
2023-03-03,27.38999938964844
2023-03-06,27.479999542236328
2023-03-07,26.8799991607666
2023-03-08,27.0
2023-03-09,26.57999992370605
2023-03-10,26.25
2023-03-13,26.76000022888184
2023-03-14,26.989999771118164
2023-03-15,27.239999771118164
2023-03-16,27.200000762939453
2023-03-17,26.82999992370605
2023-03-20,27.270000457763672
2023-03-21,26.780000686645508
2023-03-22,26.26000022888184
2023-03-23,25.90999984741211
2023-03-24,26.780000686645508
2023-03-27,26.959999084472656
2023-03-28,27.09000015258789
2023-03-29,27.530000686645508
2023-03-30,27.549999237060547
2023-03-31,27.790000915527344
2023-04-03,27.57999992370605
2023-04-04,27.549999237060547
2023-04-05,28.3799991607666
2023-04-06,28.549999237060547
2023-04-10,28.63999938964844
2023-04-11,28.82999992370605
2023-04-12,28.65999984741211
2023-04-13,28.76000022888184
2023-04-14,28.56999969482422
2023-04-17,28.71999931335449
2023-04-18,28.489999771118164
2023-04-19,28.700000762939453
2023-04-20,28.600000381469727
2023-04-21,28.690000534057617
2023-04-24,28.670000076293945
2023-04-25,28.700000762939453
2023-04-26,28.32999992370605
",
3065,US,technical,"What is the value of True Range for Camden Property Trust on December 27, 2021? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.74,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2021-12-23,175.50999450683594,172.1199951171875,173.49000549316406
2021-12-27,176.63999938964844,172.89999389648438,176.55999755859375
",
3066,US,technical,"On June 30, 2021, what is the True Range value for Electronic Arts? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.49,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2021-06-29,144.52999877929688,142.22999572753906,144.10000610351562
2021-06-30,144.63999938964844,143.14999389648438,143.8300018310547
",
3067,US,technical,"What was Qualcomm's True Range on August 13, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.67,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2024-08-12,163.38999938964844,157.4199981689453,162.88999938964844
2024-08-13,169.55999755859375,163.27999877929688,169.47000122070312
",
3068,US,technical,"For True Range, what is the value of Molina Healthcare on August 22, 2022? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2022-08-19,334.739990234375,327.989990234375,331.7099914550781
2022-08-22,331.20001220703125,327.7099914550781,329.5
",
3069,US,technical,"Calculate the True Range value for Booking Holdings on March 22, 2022. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.2332,easy,volatility,"TR_t = max(H_t - L_t, |H_t - C_{t-1}|, |L_t - C_{t-1}|)","date,high,low,close
2022-03-21,88.18000030517578,85.68000030517578,86.45559692382812
2022-03-22,88.68879699707031,86.5604019165039,88.07839965820312
",
3070,US,technical,"What is the value of Chaikin Volatility for BXP on September 30, 2024? (Standard parameters: (10, 10); Require 50 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0758,easy,volatility,HL_EMA_t = EMA_n(H - L); ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2024-07-19,67.55999755859375,66.06999969482422
2024-07-22,67.91999816894531,66.06999969482422
2024-07-23,69.69999694824219,67.20999908447266
2024-07-24,70.19999694824219,66.93000030517578
2024-07-25,69.37000274658203,66.91999816894531
2024-07-26,70.55999755859375,68.63999938964844
2024-07-29,71.6500015258789,70.01000213623047
2024-07-30,72.8499984741211,70.04000091552734
2024-07-31,73.37000274658203,69.0
2024-08-01,73.0999984741211,69.51000213623047
2024-08-02,68.77999877929688,65.47000122070312
2024-08-05,67.0199966430664,62.4900016784668
2024-08-06,69.91999816894531,65.69999694824219
2024-08-07,70.06999969482422,67.11000061035156
2024-08-08,68.88999938964844,67.55999755859375
2024-08-09,69.05000305175781,67.58000183105469
2024-08-12,68.61000061035156,66.62000274658203
2024-08-13,68.91000366210938,67.33000183105469
2024-08-14,69.41999816894531,68.30999755859375
2024-08-15,70.62999725341797,68.76000213623047
2024-08-16,70.5199966430664,69.01000213623047
2024-08-19,71.4000015258789,69.97000122070312
2024-08-20,71.27999877929688,69.97000122070312
2024-08-21,70.73999786376953,69.55000305175781
2024-08-22,71.2699966430664,69.79000091552734
2024-08-23,74.1500015258789,71.01000213623047
2024-08-26,74.91000366210938,73.19999694824219
2024-08-27,74.44999694824219,73.05999755859375
2024-08-28,74.5199966430664,73.72000122070312
2024-08-29,74.87999725341797,73.5
2024-08-30,75.7300033569336,74.6500015258789
2024-09-03,75.2300033569336,73.72000122070312
2024-09-04,75.47000122070312,73.95999908447266
2024-09-05,75.72000122070312,74.5199966430664
2024-09-06,75.18000030517578,73.87000274658203
2024-09-09,74.62999725341797,73.47000122070312
2024-09-10,74.73999786376953,73.06999969482422
2024-09-11,76.37000274658203,73.2300033569336
2024-09-12,79.0999984741211,76.31999969482422
2024-09-13,80.58000183105469,79.18000030517578
2024-09-16,81.73999786376953,79.30999755859375
2024-09-17,82.41999816894531,80.12999725341797
2024-09-18,83.37999725341797,80.4000015258789
2024-09-19,83.8499984741211,81.77999877929688
2024-09-20,82.08999633789062,80.80000305175781
2024-09-23,82.20999908447266,81.11000061035156
2024-09-24,82.98999786376953,81.69000244140625
2024-09-25,82.91999816894531,80.30000305175781
2024-09-26,81.83999633789062,79.8499984741211
2024-09-27,81.45999908447266,79.9000015258789
2024-09-30,80.83000183105469,79.30999755859375
",
3071,US,technical,"On February 03, 2025, what is the Chaikin Volatility value for American International Group? (Standard parameters: (10, 10); Require 50 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0937,easy,volatility,HL_EMA_t = EMA_n(H - L); ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2024-11-18,76.54000091552734,75.41999816894531
2024-11-19,75.68000030517578,74.77999877929688
2024-11-20,75.6500015258789,74.54000091552734
2024-11-21,76.23999786376953,74.52999877929688
2024-11-22,76.91999816894531,75.62999725341797
2024-11-25,77.2699966430664,75.79000091552734
2024-11-26,76.37999725341797,75.4000015258789
2024-11-27,77.58999633789062,76.4000015258789
2024-11-29,77.70999908447266,76.83999633789062
2024-12-02,77.20999908447266,75.94999694824219
2024-12-03,76.4000015258789,75.08000183105469
2024-12-04,76.0,74.80000305175781
2024-12-05,76.91999816894531,75.87999725341797
2024-12-06,76.44000244140625,74.63999938964844
2024-12-09,76.16999816894531,73.93000030517578
2024-12-10,74.26000213623047,72.7300033569336
2024-12-11,73.69000244140625,72.54000091552734
2024-12-12,74.16000366210938,72.37000274658203
2024-12-13,73.51000213623047,72.45999908447266
2024-12-16,73.05000305175781,71.97000122070312
2024-12-17,71.7699966430664,70.91999816894531
2024-12-18,71.6500015258789,69.97000122070312
2024-12-19,71.95999908447266,70.51000213623047
2024-12-20,73.43000030517578,70.6500015258789
2024-12-23,72.56999969482422,71.94000244140625
2024-12-24,73.13999938964844,72.25
2024-12-26,73.55000305175781,72.3499984741211
2024-12-27,73.7699966430664,72.62000274658203
2024-12-30,73.0,71.97000122070312
2024-12-31,73.0999984741211,72.55000305175781
2025-01-02,73.44999694824219,72.58000183105469
2025-01-03,73.30000305175781,72.45999908447266
2025-01-06,73.94999694824219,72.30999755859375
2025-01-07,73.44000244140625,72.0999984741211
2025-01-08,71.86000061035156,69.5
2025-01-10,70.72000122070312,69.23999786376953
2025-01-13,70.87999725341797,69.97000122070312
2025-01-14,72.69000244140625,70.63999938964844
2025-01-15,74.01000213623047,72.73999786376953
2025-01-16,74.73999786376953,72.93000030517578
2025-01-17,75.69999694824219,74.66000366210938
2025-01-21,75.93000030517578,75.11000061035156
2025-01-22,75.79000091552734,74.69999694824219
2025-01-23,75.20999908447266,74.55999755859375
2025-01-24,74.80999755859375,73.36000061035156
2025-01-27,76.13999938964844,73.9000015258789
2025-01-28,76.93000030517578,75.04000091552734
2025-01-29,76.56999969482422,75.02999877929688
2025-01-30,76.01000213623047,75.0999984741211
2025-01-31,75.36000061035156,73.4000015258789
2025-02-03,73.48999786376953,71.73999786376953
",
3072,US,technical,"What was Prologis's Chaikin Volatility on June 26, 2020? (Standard parameters: (10, 10); Require 50 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0374,easy,volatility,HL_EMA_t = EMA_n(H - L); ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2020-04-16,88.43000030517578,85.80000305175781
2020-04-17,90.9499969482422,88.23999786376953
2020-04-20,89.47000122070312,87.87999725341797
2020-04-21,89.63999938964844,83.70999908447266
2020-04-22,90.77999877929688,87.66999816894531
2020-04-23,88.95999908447266,86.62999725341797
2020-04-24,89.52999877929688,86.75
2020-04-27,92.68000030517578,89.7300033569336
2020-04-28,94.18000030517578,89.25
2020-04-29,92.0,89.98999786376953
2020-04-30,89.56999969482422,86.87999725341797
2020-05-01,88.62999725341797,86.08999633789062
2020-05-04,87.30999755859375,85.25
2020-05-05,88.93000030517578,87.30999755859375
2020-05-06,88.9800033569336,86.87000274658203
2020-05-07,88.91999816894531,87.33999633789062
2020-05-08,90.3000030517578,88.62999725341797
2020-05-11,90.2300033569336,88.29000091552734
2020-05-12,89.08999633789062,84.20999908447266
2020-05-13,84.72000122070312,82.55999755859375
2020-05-14,84.08000183105469,80.12000274658203
2020-05-15,83.9800033569336,82.0
2020-05-18,87.73999786376953,85.08000183105469
2020-05-19,87.08999633789062,84.52999877929688
2020-05-20,87.30000305175781,85.75
2020-05-21,87.47000122070312,85.94999694824219
2020-05-22,87.66000366210938,85.93000030517578
2020-05-26,90.6999969482422,88.81999969482422
2020-05-27,92.0,89.4800033569336
2020-05-28,93.33999633789062,91.23999786376952
2020-05-29,92.66000366210938,91.0199966430664
2020-06-01,94.55999755859376,91.54000091552734
2020-06-02,95.5500030517578,93.43000030517578
2020-06-03,97.72000122070312,95.5
2020-06-04,96.8000030517578,92.4800033569336
2020-06-05,97.41999816894533,95.37999725341795
2020-06-08,97.97000122070312,95.33999633789062
2020-06-09,98.20999908447266,95.7300033569336
2020-06-10,97.5500030517578,95.55999755859376
2020-06-11,94.16000366210938,90.8000030517578
2020-06-12,95.12000274658205,91.33000183105467
2020-06-15,95.31999969482422,90.87000274658205
2020-06-16,98.30999755859376,95.4499969482422
2020-06-17,97.98999786376952,95.86000061035156
2020-06-18,95.88999938964844,94.5500030517578
2020-06-19,96.68000030517578,91.6500015258789
2020-06-22,92.63999938964844,89.91999816894531
2020-06-23,93.83000183105467,91.26000213623048
2020-06-24,91.58000183105467,87.93000030517578
2020-06-25,91.56999969482422,88.83000183105469
2020-06-26,91.7300033569336,89.16000366210938
",
3073,US,technical,"For Chaikin Volatility, what is the value of APA Corporation on June 03, 2021? (Standard parameters: (10, 10); Require 50 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1517,easy,volatility,HL_EMA_t = EMA_n(H - L); ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2021-03-23,18.96999931335449,17.899999618530273
2021-03-24,19.229999542236328,18.540000915527344
2021-03-25,18.420000076293945,17.450000762939453
2021-03-26,19.01000022888184,18.0
2021-03-29,18.56999969482422,17.649999618530273
2021-03-30,17.979999542236328,17.100000381469727
2021-03-31,18.06999969482422,17.56999969482422
2021-04-01,18.920000076293945,17.940000534057617
2021-04-05,18.809999465942383,17.3700008392334
2021-04-06,18.3799991607666,17.719999313354492
2021-04-07,18.190000534057617,17.729999542236328
2021-04-08,17.860000610351562,17.219999313354492
2021-04-09,17.68000030517578,17.139999389648438
2021-04-12,17.809999465942383,17.100000381469727
2021-04-13,17.59000015258789,17.170000076293945
2021-04-14,18.68000030517578,17.489999771118164
2021-04-15,18.15999984741211,17.739999771118164
2021-04-16,18.270000457763672,17.59000015258789
2021-04-19,18.38999938964844,17.780000686645508
2021-04-20,18.040000915527344,16.760000228881836
2021-04-21,17.299999237060547,16.270000457763672
2021-04-22,17.719999313354492,16.959999084472656
2021-04-23,18.209999084472656,17.399999618530273
2021-04-26,18.850000381469727,18.06999969482422
2021-04-27,19.149999618530277,18.6200008392334
2021-04-28,20.65999984741211,19.209999084472656
2021-04-29,21.25,20.31999969482422
2021-04-30,20.71999931335449,19.739999771118164
2021-05-03,20.549999237060547,20.0
2021-05-04,20.86000061035156,19.86000061035156
2021-05-05,21.489999771118164,20.290000915527344
2021-05-06,21.51000022888184,20.34000015258789
2021-05-07,21.649999618530277,20.540000915527344
2021-05-10,22.479999542236328,21.81999969482422
2021-05-11,21.540000915527344,20.670000076293945
2021-05-12,22.239999771118164,21.049999237060547
2021-05-13,21.21999931335449,19.950000762939453
2021-05-14,21.71999931335449,20.75
2021-05-17,22.200000762939453,21.25
2021-05-18,22.40999984741211,21.549999237060547
2021-05-19,21.200000762939453,20.3799991607666
2021-05-20,20.81999969482422,20.25
2021-05-21,21.18000030517578,20.739999771118164
2021-05-24,21.26000022888184,20.63999938964844
2021-05-25,20.950000762939453,19.8700008392334
2021-05-26,20.51000022888184,19.81999969482422
2021-05-27,20.959999084472656,20.459999084472656
2021-05-28,21.049999237060547,20.6200008392334
2021-06-01,23.059999465942383,21.729999542236328
2021-06-02,23.86000061035156,22.75
2021-06-03,23.520000457763672,22.959999084472656
",
3074,US,technical,"Calculate the Chaikin Volatility value for International Flavors & Fragrances on August 18, 2023. (Standard parameters: (10, 10); Require 50 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1713,easy,volatility,HL_EMA_t = EMA_n(H - L); ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1,"date,high,low
2023-06-07,81.98999786376953,80.37000274658203
2023-06-08,81.91999816894531,79.7300033569336
2023-06-09,78.63999938964844,76.68000030517578
2023-06-12,79.45999908447266,77.66000366210938
2023-06-13,79.73999786376953,78.05000305175781
2023-06-14,80.56999969482422,77.93000030517578
2023-06-15,79.69000244140625,77.62999725341797
2023-06-16,80.93000030517578,78.95999908447266
2023-06-20,80.75,78.70999908447266
2023-06-21,79.41999816894531,77.69000244140625
2023-06-22,77.80000305175781,76.44000244140625
2023-06-23,76.9000015258789,75.18000030517578
2023-06-26,76.87000274658203,75.19999694824219
2023-06-27,77.36000061035156,76.30000305175781
2023-06-28,76.98999786376953,75.31999969482422
2023-06-29,77.91999816894531,76.06999969482422
2023-06-30,79.76000213623047,77.83000183105469
2023-07-03,80.45999908447266,79.16000366210938
2023-07-05,79.80000305175781,78.12000274658203
2023-07-06,78.26000213623047,76.83000183105469
2023-07-07,79.8499984741211,78.12999725341797
2023-07-10,80.29000091552734,78.36000061035156
2023-07-11,80.54000091552734,78.66000366210938
2023-07-12,82.2699966430664,81.37000274658203
2023-07-13,82.05999755859375,80.5999984741211
2023-07-14,81.73999786376953,79.23999786376953
2023-07-17,80.51000213623047,78.63999938964844
2023-07-18,82.3499984741211,79.4000015258789
2023-07-19,84.36000061035156,82.87000274658203
2023-07-20,83.95999908447266,82.5999984741211
2023-07-21,84.41999816894531,81.3499984741211
2023-07-24,85.47000122070312,84.0
2023-07-25,87.56999969482422,84.80000305175781
2023-07-26,88.69000244140625,86.5199966430664
2023-07-27,87.75,83.83000183105469
2023-07-28,85.8499984741211,84.6500015258789
2023-07-31,86.66000366210938,83.86000061035156
2023-08-01,84.7699966430664,83.66999816894531
2023-08-02,83.3499984741211,82.18000030517578
2023-08-03,82.38999938964844,80.1500015258789
2023-08-04,81.76000213623047,80.41999816894531
2023-08-07,80.62999725341797,79.69000244140625
2023-08-08,67.52999877929688,62.27999877929688
2023-08-09,65.02999877929688,62.79999923706055
2023-08-10,64.97000122070312,63.22999954223633
2023-08-11,64.37000274658203,63.0099983215332
2023-08-14,64.98999786376953,63.630001068115234
2023-08-15,64.91000366210938,63.88999938964844
2023-08-16,64.37999725341797,63.29999923706055
2023-08-17,63.83000183105469,62.790000915527344
2023-08-18,63.709999084472656,62.11000061035156
",
3075,US,technical,"What is the value of On-Balance Volume for Southern Company on October 17, 2023? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-21171100.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2023-07-24,72.94999694824219,3446600
2023-07-25,72.61000061035156,3997200
2023-07-26,73.08999633789062,3005600
2023-07-27,72.86000061035156,5379900
2023-07-28,72.3499984741211,5362800
2023-07-31,72.33999633789062,6777500
2023-08-01,71.27999877929688,3892700
2023-08-02,70.97000122070312,3746600
2023-08-03,68.62000274658203,5397400
2023-08-04,67.83999633789062,4105500
2023-08-07,68.0199966430664,3197200
2023-08-08,68.80999755859375,3567200
2023-08-09,69.19000244140625,3729200
2023-08-10,69.41000366210938,2583800
2023-08-11,69.5,3230300
2023-08-14,68.83000183105469,2773200
2023-08-15,67.77999877929688,3450200
2023-08-16,68.11000061035156,2246900
2023-08-17,68.25,2620500
2023-08-18,67.80999755859375,2682700
2023-08-21,67.61000061035156,2308900
2023-08-22,67.7300033569336,2060700
2023-08-23,67.55000305175781,2655000
2023-08-24,67.43000030517578,2414700
2023-08-25,68.08999633789062,2227400
2023-08-28,68.12999725341797,2380400
2023-08-29,68.56999969482422,2535700
2023-08-30,68.62000274658203,3583400
2023-08-31,67.7300033569336,4063800
2023-09-01,67.22000122070312,3505400
2023-09-05,66.30000305175781,3197800
2023-09-06,66.25,5730300
2023-09-07,67.11000061035156,3728600
2023-09-08,67.93000030517578,4412100
2023-09-11,68.12999725341797,2838600
2023-09-12,68.5999984741211,3754600
2023-09-13,69.5,3632100
2023-09-14,70.9000015258789,3698700
2023-09-15,71.08999633789062,7353100
2023-09-18,70.94999694824219,3686800
2023-09-19,70.91000366210938,3961500
2023-09-20,71.19999694824219,4072900
2023-09-21,69.9000015258789,3982700
2023-09-22,69.37000274658203,3528500
2023-09-25,69.29000091552734,3038000
2023-09-26,67.11000061035156,3948400
2023-09-27,66.13999938964844,4712500
2023-09-28,65.06999969482422,5083500
2023-09-29,64.72000122070312,4928500
2023-10-02,62.709999084472656,7772700
2023-10-03,64.02999877929688,8589500
2023-10-04,64.62000274658203,5147200
2023-10-05,64.58999633789062,5269100
2023-10-06,64.97000122070312,5158400
2023-10-09,65.91000366210938,3845600
2023-10-10,66.44000244140625,4253000
2023-10-11,67.0999984741211,3908100
2023-10-12,65.69999694824219,4192400
2023-10-13,66.55000305175781,3368600
2023-10-16,67.5,4242000
2023-10-17,67.11000061035156,4596300
",
3076,US,technical,"On April 28, 2023, what is the On-Balance Volume value for Honeywell? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10796524.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2023-02-01,194.83506774902344,5721124
2023-02-02,195.4571228027344,7621694
2023-02-03,191.0367584228516,4729620
2023-02-06,192.30914306640625,3028306
2023-02-07,193.65692138671875,3127616
2023-02-08,190.59378051757807,3779494
2023-02-09,187.7662506103516,3197111
2023-02-10,188.94439697265625,3067033
2023-02-13,191.6776580810547,3154565
2023-02-14,189.4439239501953,3182363
2023-02-15,190.11309814453125,2686664
2023-02-16,187.8982086181641,2922949
2023-02-17,189.8397674560547,3024274
2023-02-21,185.44769287109372,3003585
2023-02-22,184.25070190429688,3144061
2023-02-23,183.80772399902344,2595843
2023-02-24,180.99905395507807,3507136
2023-02-27,181.38548278808597,3568249
2023-02-28,180.47125244140625,3299816
2023-03-01,181.79075622558597,3428834
2023-03-02,183.2704925537109,4513812
2023-03-03,185.50424194335935,3306607
2023-03-06,185.7115936279297,2887830
2023-03-07,184.37322998046875,2950641
2023-03-08,184.32611083984372,2190859
2023-03-09,181.79075622558597,3383105
2023-03-10,182.2148895263672,3890793
2023-03-13,181.99810791015625,3420240
2023-03-14,181.87559509277344,5149245
2023-03-15,177.30442810058594,4165804
2023-03-16,178.2657928466797,4087184
2023-03-17,174.02450561523438,7834106
2023-03-20,178.96324157714844,3014089
2023-03-21,180.16964721679688,3325068
2023-03-22,176.39962768554688,2491759
2023-03-23,176.1734161376953,2504066
2023-03-24,177.34213256835938,2474570
2023-03-27,177.18190002441406,2263219
2023-03-28,177.1159210205078,2195952
2023-03-29,178.19981384277344,2847936
2023-03-30,178.24693298339844,2121363
2023-03-31,180.1319580078125,2867459
2023-04-03,182.1677703857422,3048890
2023-04-04,179.96229553222656,2651545
2023-04-05,178.5391082763672,3214618
2023-04-06,179.50990295410156,2952020
2023-04-10,180.6597595214844,2695152
2023-04-11,181.1404266357422,2584172
2023-04-12,182.12063598632807,3879865
2023-04-13,184.6371307373047,3565597
2023-04-14,185.2497711181641,2083698
2023-04-17,186.4844512939453,1785345
2023-04-18,185.60791015625,2546400
2023-04-19,186.43731689453125,1977810
2023-04-20,185.43826293945312,2065873
2023-04-21,184.80679321289065,2090913
2023-04-24,185.46653747558597,1703542
2023-04-25,184.6936798095703,2381202
2023-04-26,179.9246063232422,3797743
2023-04-27,187.1913299560547,4098006
2023-04-28,188.35061645507807,3037749
",
3077,US,technical,"What was IDEX Corporation's On-Balance Volume on September 30, 2022? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-157400.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2022-07-07,187.3600006103516,517600
2022-07-08,185.69000244140625,389700
2022-07-11,186.27999877929688,294500
2022-07-12,182.2700042724609,327900
2022-07-13,181.4199981689453,337300
2022-07-14,181.3600006103516,326600
2022-07-15,186.25999450683597,412100
2022-07-18,182.75999450683597,317400
2022-07-19,189.38999938964844,385300
2022-07-20,189.3000030517578,493000
2022-07-21,192.63999938964844,458500
2022-07-22,192.7700042724609,343800
2022-07-25,192.8699951171875,373200
2022-07-26,194.6100006103516,538400
2022-07-27,199.72000122070312,573500
2022-07-28,206.0800018310547,421200
2022-07-29,208.75,470900
2022-08-01,208.3000030517578,362400
2022-08-02,206.6199951171875,462900
2022-08-03,209.8500061035156,325300
2022-08-04,210.92999267578125,282200
2022-08-05,211.92999267578125,438300
2022-08-08,211.1300048828125,281400
2022-08-09,209.4600067138672,271100
2022-08-10,213.72000122070312,366200
2022-08-11,214.0200042724609,251100
2022-08-12,215.1999969482422,381100
2022-08-15,216.1199951171875,452500
2022-08-16,217.41000366210935,358100
2022-08-17,215.8999938964844,230100
2022-08-18,217.6300048828125,278800
2022-08-19,215.5399932861328,966400
2022-08-22,211.00999450683597,378500
2022-08-23,211.42999267578125,258100
2022-08-24,211.42999267578125,272400
2022-08-25,213.4600067138672,174900
2022-08-26,205.4600067138672,202300
2022-08-29,204.8000030517578,204500
2022-08-30,202.58999633789065,189600
2022-08-31,201.2100067138672,455300
2022-09-01,202.6100006103516,298100
2022-09-02,200.0200042724609,189600
2022-09-06,200.92999267578125,294200
2022-09-07,207.2400054931641,474300
2022-09-08,208.58999633789065,346800
2022-09-09,210.0399932861328,316000
2022-09-12,211.1699981689453,380700
2022-09-13,207.97000122070312,555300
2022-09-14,208.0399932861328,686400
2022-09-15,205.83999633789065,476900
2022-09-16,204.92999267578125,1066800
2022-09-19,209.38999938964844,560700
2022-09-20,206.22000122070312,481800
2022-09-21,204.32000732421875,461800
2022-09-22,201.75999450683597,410300
2022-09-23,199.30999755859372,544000
2022-09-26,199.6199951171875,654700
2022-09-27,198.52999877929688,677100
2022-09-28,202.94000244140625,427500
2022-09-29,200.25,578000
2022-09-30,199.8500061035156,796800
",
3078,US,technical,"For On-Balance Volume, what is the value of Altria on October 02, 2025? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",161680800.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2025-07-09,57.75,22224800
2025-07-10,58.54999923706055,14342400
2025-07-11,57.79999923706055,9431100
2025-07-14,58.130001068115234,8320700
2025-07-15,58.47999954223633,7739800
2025-07-16,58.86000061035156,7054300
2025-07-17,57.97999954223633,12501400
2025-07-18,58.02000045776367,5688800
2025-07-21,58.91999816894531,6946800
2025-07-22,59.43999862670898,9649500
2025-07-23,59.77000045776367,7172200
2025-07-24,59.61000061035156,6933900
2025-07-25,59.84000015258789,6368800
2025-07-28,58.720001220703125,7419900
2025-07-29,59.36000061035156,11825600
2025-07-30,61.5,20487500
2025-07-31,61.93999862670898,10623100
2025-08-01,61.77999877929688,9689400
2025-08-04,61.93999862670898,6384500
2025-08-05,62.52000045776367,5889500
2025-08-06,63.150001525878906,6482800
2025-08-07,63.54999923706055,5124400
2025-08-08,64.19000244140625,5434900
2025-08-11,65.66999816894531,10650500
2025-08-12,66.01000213623047,8848600
2025-08-13,65.5,7508200
2025-08-14,65.55000305175781,10791100
2025-08-15,65.81999969482422,10137000
2025-08-18,65.98999786376953,7371700
2025-08-19,66.55999755859375,6482700
2025-08-20,67.58000183105469,8893100
2025-08-21,67.68000030517578,5963200
2025-08-22,67.66999816894531,9603300
2025-08-25,67.05000305175781,5706800
2025-08-26,66.44999694824219,8535600
2025-08-27,66.41000366210938,4973500
2025-08-28,66.41999816894531,5807700
2025-08-29,67.20999908447266,5930600
2025-09-02,67.12999725341797,6919700
2025-09-03,66.62999725341797,6722300
2025-09-04,66.58999633789062,6388600
2025-09-05,66.55000305175781,5935900
2025-09-08,65.7699966430664,10316600
2025-09-09,66.19000244140625,6918500
2025-09-10,66.2300033569336,6677300
2025-09-11,66.36000061035156,10022800
2025-09-12,66.6500015258789,7975900
2025-09-15,64.88999938964844,9129700
2025-09-16,64.80999755859375,9536300
2025-09-17,65.51000213623047,7261100
2025-09-18,63.93999862670898,10329700
2025-09-19,64.88999938964844,22705100
2025-09-22,63.790000915527344,7628300
2025-09-23,64.87000274658203,7417400
2025-09-24,65.12999725341797,6838200
2025-09-25,65.19000244140625,5747900
2025-09-26,65.70999908447266,5513800
2025-09-29,65.66999816894531,6867400
2025-09-30,66.05999755859375,7797300
2025-10-01,66.29000091552734,8514600
2025-10-02,65.75,6043300
",
3079,US,technical,"Calculate the On-Balance Volume value for Chipotle Mexican Grill on February 09, 2024. (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",131930000.0,easy,volume,OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i,"date,close,volume
2023-11-13,43.00859832763672,12785000
2023-11-14,43.32040023803711,11470000
2023-11-15,43.1161994934082,9945000
2023-11-16,43.46200180053711,12810000
2023-11-17,43.24440002441406,6980000
2023-11-20,43.73379898071289,10130000
2023-11-21,43.95280075073242,9120000
2023-11-22,44.37860107421875,8895000
2023-11-24,44.39339828491211,3370000
2023-11-27,44.18379974365234,10390000
2023-11-28,44.133399963378906,7205000
2023-11-29,43.78219985961914,8960000
2023-11-30,44.04499816894531,12955000
2023-12-01,44.67660140991211,10795000
2023-12-04,44.38399887084961,8605000
2023-12-05,44.525001525878906,5745000
2023-12-06,44.20100021362305,8330000
2023-12-07,44.525001525878906,6380000
2023-12-08,44.85900115966797,8170000
2023-12-11,45.90959930419922,12625000
2023-12-12,46.40779876708984,7140000
2023-12-13,46.79999923706055,9140000
2023-12-14,45.51399993896485,13380000
2023-12-15,45.42940139770508,12835000
2023-12-18,45.94060134887695,10065000
2023-12-19,46.54059982299805,8570000
2023-12-20,46.27740097045898,7405000
2023-12-21,46.141998291015625,6515000
2023-12-22,46.08700180053711,5230000
2023-12-26,46.39039993286133,5330000
2023-12-27,46.14879989624024,7290000
2023-12-28,45.56760025024414,7515000
2023-12-29,45.739200592041016,9245000
2024-01-02,44.89500045776367,9995000
2024-01-03,44.67300033569336,8490000
2024-01-04,44.409400939941406,8435000
2024-01-05,44.25600051879883,9075000
2024-01-08,44.72779846191406,16410000
2024-01-09,44.63999938964844,10690000
2024-01-10,44.900001525878906,10420000
2024-01-11,45.53139877319336,9120000
2024-01-12,45.4379997253418,6270000
2024-01-16,45.79940032958984,7975000
2024-01-17,46.20880126953125,9140000
2024-01-18,46.45640182495117,7875000
2024-01-19,46.69200134277344,15070000
2024-01-22,46.5,10170000
2024-01-23,46.4364013671875,7980000
2024-01-24,46.69599914550781,8090000
2024-01-25,46.23540115356445,8520000
2024-01-26,46.525001525878906,7255000
2024-01-29,48.090599060058594,16330000
2024-01-30,48.38560104370117,9290000
2024-01-31,48.17539978027344,10775000
2024-02-01,48.84040069580078,13430000
2024-02-02,49.645599365234375,10680000
2024-02-05,49.41699981689453,18925000
2024-02-06,49.75479888916016,22535000
2024-02-07,53.33980178833008,45060000
2024-02-08,52.40959930419922,19345000
2024-02-09,52.766998291015625,10550000
",
3080,US,technical,"What is the value of Force Index for Stanley Black & Decker on October 29, 2021? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-11850798.5199,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2021-10-28,185.0800018310547,2121000
2021-10-29,179.72999572753906,2215100
",
3081,US,technical,"On November 04, 2021, what is the Force Index value for Prologis? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",351737.9517,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2021-11-03,147.64999389648438,1739300
2021-11-04,147.8699951171875,1598800
",
3082,US,technical,"What was Vici Properties's Force Index on October 08, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-258156.0608,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2024-10-07,32.41999816894531,2483600
2024-10-08,32.31999969482422,2581600
",
3083,US,technical,"For Force Index, what is the value of American Tower on November 17, 2020? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",121873.0408,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2020-11-16,239.08999633789065,1433300
2020-11-17,239.17999267578125,1354200
",
3084,US,technical,"Calculate the Force Index value for Bank of America on December 18, 2025. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-25361363.0653,easy,volume,ForceIndex_t = (C_t - C_{t-1}) * V_t,"date,close,volume
2025-12-17,54.54999923706055,35304100
2025-12-18,54.2599983215332,87452700
",
3085,US,technical,"What is the value of Accumulation/Distribution Line for Lennox International on February 23, 2022? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2327833.4886,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2021-11-26,322.8900146484375,315.17999267578125,317.4599914550781,161700
2021-11-29,322.82000732421875,314.70001220703125,322.1199951171875,218100
2021-11-30,328.1600036621094,309.0,309.0199890136719,582500
2021-12-01,316.0799865722656,301.54998779296875,301.9599914550781,273800
2021-12-02,313.7099914550781,301.25,311.6199951171875,170200
2021-12-03,317.04998779296875,309.1700134277344,316.0400085449219,230300
2021-12-06,329.4800109863281,320.9200134277344,327.82000732421875,420700
2021-12-07,334.0299987792969,326.54998779296875,327.79998779296875,317400
2021-12-08,333.92999267578125,326.4599914550781,332.70001220703125,349900
2021-12-09,334.7799987792969,327.7300109863281,327.9100036621094,285100
2021-12-10,331.8999938964844,325.3999938964844,331.739990234375,234800
2021-12-13,334.0,328.92999267578125,331.29998779296875,253500
2021-12-14,331.5899963378906,319.07000732421875,324.1000061035156,235100
2021-12-15,326.989990234375,312.7900085449219,322.260009765625,352200
2021-12-16,326.3900146484375,320.25,324.92999267578125,259800
2021-12-17,325.1499938964844,311.8599853515625,312.4800109863281,488800
2021-12-20,311.20001220703125,303.1099853515625,307.9599914550781,245400
2021-12-21,314.1400146484375,306.8900146484375,313.95001220703125,157700
2021-12-22,315.9800109863281,311.25,313.5199890136719,110700
2021-12-23,317.8099975585937,313.6000061035156,316.1099853515625,148700
2021-12-27,321.0299987792969,313.6400146484375,321.0299987792969,96600
2021-12-28,325.6000061035156,321.1000061035156,322.8500061035156,120200
2021-12-29,327.0899963378906,322.510009765625,326.4599914550781,86900
2021-12-30,327.32000732421875,322.6600036621094,323.1099853515625,96400
2021-12-31,326.1000061035156,321.45001220703125,324.3599853515625,81200
2022-01-03,324.0400085449219,311.1300048828125,314.1199951171875,335800
2022-01-04,323.8900146484375,313.5400085449219,315.1700134277344,208700
2022-01-05,318.4100036621094,308.7099914550781,308.760009765625,193800
2022-01-06,312.42999267578125,307.82000732421875,309.0400085449219,208500
2022-01-07,312.9599914550781,304.3500061035156,304.9800109863281,247600
2022-01-10,305.9800109863281,297.0,305.79998779296875,186000
2022-01-11,308.6499938964844,303.2200012207031,308.5799865722656,216100
2022-01-12,311.8800048828125,304.8800048828125,305.8800048828125,163200
2022-01-13,309.2799987792969,299.2699890136719,300.95001220703125,223300
2022-01-14,297.7200012207031,289.8299865722656,291.4200134277344,219700
2022-01-18,294.2699890136719,283.0899963378906,292.8399963378906,269600
2022-01-19,297.3099975585937,290.5,290.7699890136719,220800
2022-01-20,295.5299987792969,283.0599975585937,283.8299865722656,233500
2022-01-21,287.9800109863281,280.1400146484375,280.4599914550781,167400
2022-01-24,289.19000244140625,273.9700012207031,288.6000061035156,275800
2022-01-25,286.3399963378906,276.2099914550781,283.79998779296875,339400
2022-01-26,288.8399963378906,271.5199890136719,275.1300048828125,265000
2022-01-27,279.7200012207031,269.45001220703125,272.45001220703125,244700
2022-01-28,279.5299987792969,269.0299987792969,279.2300109863281,256300
2022-01-31,283.79998779296875,277.70001220703125,283.6199951171875,379700
2022-02-01,287.32000732421875,271.3399963378906,277.2699890136719,500800
2022-02-02,284.1400146484375,270.1199951171875,272.1499938964844,470500
2022-02-03,271.239990234375,265.20001220703125,268.739990234375,352500
2022-02-04,270.5199890136719,260.489990234375,266.9800109863281,336200
2022-02-07,271.0299987792969,264.1199951171875,268.95001220703125,338300
2022-02-08,276.8699951171875,267.2099914550781,273.260009765625,330900
2022-02-09,279.5,273.0400085449219,275.5199890136719,1512200
2022-02-10,273.1700134277344,264.8900146484375,266.5799865722656,332900
2022-02-11,269.95001220703125,261.2200012207031,263.2300109863281,248800
2022-02-14,265.5599975585937,260.32000732421875,262.75,344200
2022-02-15,268.239990234375,263.69000244140625,265.1499938964844,192300
2022-02-16,265.6300048828125,260.0,261.92999267578125,296700
2022-02-17,259.1700134277344,252.57000732421875,252.7400054931641,546700
2022-02-18,255.27999877929688,249.2400054931641,251.97999572753903,391800
2022-02-22,253.82000732421875,246.3300018310547,251.8699951171875,354200
2022-02-23,253.1999969482422,248.8600006103516,249.1499938964844,461700
",
3086,US,technical,"On March 30, 2020, what is the Accumulation/Distribution Line value for Hormel Foods? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7805248.8163,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2020-01-02,45.34999847412109,44.040000915527344,44.310001373291016,2405700
2020-01-03,44.56999969482422,44.0099983215332,44.25,1858700
2020-01-06,44.650001525878906,44.220001220703125,44.27000045776367,2276200
2020-01-07,44.66999816894531,44.130001068115234,44.540000915527344,2076400
2020-01-08,44.77000045776367,44.5099983215332,44.59000015258789,2016700
2020-01-09,44.7599983215332,44.29999923706055,44.4900016784668,2242900
2020-01-10,45.25,44.33000183105469,44.900001525878906,2356600
2020-01-13,45.90999984741211,45.0,45.900001525878906,2379100
2020-01-14,45.84000015258789,45.040000915527344,45.45000076293945,2676200
2020-01-15,45.84999847412109,45.29999923706055,45.29999923706055,1558900
2020-01-16,46.150001525878906,45.29999923706055,46.02000045776367,2061100
2020-01-17,46.70000076293945,46.0,46.29999923706055,3373300
2020-01-21,47.060001373291016,46.33000183105469,46.95000076293945,4061300
2020-01-22,47.369998931884766,46.43000030517578,46.56999969482422,2262100
2020-01-23,47.22999954223633,46.369998931884766,46.9900016784668,2872300
2020-01-24,47.22999954223633,46.75,47.22999954223633,1667200
2020-01-27,47.4900016784668,46.709999084472656,46.81999969482422,2318900
2020-01-28,47.18999862670898,46.68999862670898,47.04999923706055,1441700
2020-01-29,47.52000045776367,46.91999816894531,47.31999969482422,2281300
2020-01-30,47.97999954223633,47.09000015258789,47.880001068115234,2476400
2020-01-31,48.0099983215332,47.13999938964844,47.2599983215332,3577500
2020-02-03,47.77999877929688,47.29999923706055,47.43000030517578,1898200
2020-02-04,47.97999954223633,47.540000915527344,47.54999923706055,1688700
2020-02-05,47.84999847412109,47.36000061035156,47.38999938964844,2133800
2020-02-06,47.5,46.5099983215332,46.88999938964844,3810000
2020-02-07,47.2400016784668,46.61000061035156,47.09000015258789,1654500
2020-02-10,47.34999847412109,47.0,47.33000183105469,1616000
2020-02-11,47.72999954223633,47.16999816894531,47.47999954223633,1512300
2020-02-12,47.84999847412109,47.369998931884766,47.7599983215332,1397100
2020-02-13,48.47999954223633,47.5,48.45000076293945,1818100
2020-02-14,48.86000061035156,48.400001525878906,48.58000183105469,1466600
2020-02-18,48.52000045776367,48.119998931884766,48.2599983215332,2114700
2020-02-19,48.72999954223633,48.2400016784668,48.43999862670898,2092200
2020-02-20,47.09000015258789,44.91999816894531,45.52999877929688,4520300
2020-02-21,45.4900016784668,44.72999954223633,44.77000045776367,3623500
2020-02-24,44.810001373291016,44.06999969482422,44.56999969482422,3433800
2020-02-25,45.16999816894531,44.61000061035156,44.720001220703125,2521200
2020-02-26,45.34999847412109,43.90999984741211,43.93999862670898,3147900
2020-02-27,43.93000030517578,42.52000045776367,42.52999877929688,2669700
2020-02-28,41.88999938964844,40.13999938964844,41.59999847412109,4121100
2020-03-02,43.209999084472656,41.7599983215332,43.18999862670898,3812000
2020-03-03,44.33000183105469,42.619998931884766,42.9900016784668,4089300
2020-03-04,45.04999923706055,43.41999816894531,45.04999923706055,2005400
2020-03-05,44.5,43.400001525878906,43.79999923706055,2355600
2020-03-06,44.13999938964844,42.68000030517578,43.95000076293945,2611400
2020-03-09,44.119998931884766,42.0,43.40999984741211,2570200
2020-03-10,44.34000015258789,42.0099983215332,43.7599983215332,3485800
2020-03-11,43.06999969482422,41.90999984741211,42.27000045776367,3227100
2020-03-12,41.41999816894531,39.0099983215332,40.08000183105469,4250500
2020-03-13,42.45000076293945,39.79999923706055,42.400001525878906,5237200
2020-03-16,43.25,39.310001373291016,42.630001068115234,6520100
2020-03-17,48.630001068115234,42.91999816894531,48.52999877929688,8303900
2020-03-18,51.52999877929688,45.54999923706055,48.27000045776367,8444500
2020-03-19,49.29999923706055,45.560001373291016,47.220001220703125,5974200
2020-03-20,47.720001220703125,44.59999847412109,45.119998931884766,5160100
2020-03-23,45.29999923706055,41.86000061035156,42.310001373291016,4950000
2020-03-24,45.13999938964844,42.459999084472656,44.84999847412109,3415500
2020-03-25,44.369998931884766,41.70000076293945,41.93999862670898,6298400
2020-03-26,44.97999954223633,41.84999847412109,44.84999847412109,3487300
2020-03-27,46.22999954223633,44.11000061035156,44.959999084472656,2457500
2020-03-30,47.25,45.72999954223633,46.77999877929688,2387000
",
3087,US,technical,"What was Jacobs Solutions's Accumulation/Distribution Line on October 06, 2020? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3924095.6557,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2020-07-13,66.42017364501953,64.98920440673828,65.12155151367188,823188
2020-07-14,66.17202758789062,64.1124267578125,65.37796783447266,1885026
2020-07-15,67.58645629882812,65.85771179199219,67.13152313232422,1842833
2020-07-16,68.99261474609375,67.1067123413086,68.33916473388672,931995
2020-07-17,69.3482894897461,68.53768157958984,69.08360290527344,659130
2020-07-20,68.91816711425781,68.17373657226562,68.6369400024414,562655
2020-07-21,69.88593292236328,68.98434448242188,69.44754791259766,580668
2020-07-22,70.10926818847656,68.94298553466797,69.80322265625,454694
2020-07-23,70.74617004394531,69.35655975341797,70.010009765625,613915
2020-07-24,70.216796875,69.24903106689453,69.43099975585938,682343
2020-07-27,69.85285186767578,68.58731079101562,69.65433502197266,618025
2020-07-28,69.89420318603516,69.00088500976562,69.24076080322266,685244
2020-07-29,71.73875427246094,69.41445922851562,71.73048400878906,925950
2020-07-30,71.22592163085938,70.010009765625,70.62210083007812,686211
2020-07-31,70.9115982055664,69.10014343261719,70.59728240966797,1096415
2020-08-03,75.64290618896484,70.59728240966797,74.85710906982422,1560538
2020-08-04,76.51141357421875,74.55106353759766,76.3956069946289,1167623
2020-08-05,77.04078674316406,75.91586303710938,76.19709014892578,892703
2020-08-06,76.2798080444336,74.46007537841797,74.8322982788086,836728
2020-08-07,75.62635803222656,74.23674774169922,75.53536987304688,667110
2020-08-10,75.73388671875,74.8322982788086,75.36994171142578,818956
2020-08-11,76.45350646972656,74.79920959472656,75.25414276123047,1126639
2020-08-12,76.47005462646484,74.55106353759766,74.84883880615234,1152874
2020-08-13,75.03080749511719,73.81490325927734,74.41044616699219,740131
2020-08-14,74.68341064453125,73.77354431152344,74.44353485107422,570997
2020-08-17,74.60896301269531,73.96378326416016,74.41871643066406,718249
2020-08-18,74.84056854248047,73.89761352539062,74.3277359008789,611860
2020-08-19,74.55933380126953,73.86453247070312,74.26155853271484,1029922
2020-08-20,73.872802734375,73.44268035888672,73.64119720458984,623224
2020-08-21,73.86453247070312,72.96293640136719,73.46749877929688,914344
2020-08-24,74.37736511230469,73.40132141113281,73.92243194580078,567732
2020-08-25,74.44353485107422,73.04564666748047,73.18626403808594,766487
2020-08-26,73.50057983398438,72.22676849365234,73.15318298339844,642084
2020-08-27,74.286376953125,72.88021850585938,73.68255615234375,532309
2020-08-28,74.0382308959961,73.16145324707031,73.99687194824219,428096
2020-08-31,74.9811782836914,73.31861114501953,74.66686248779297,965604
2020-09-01,75.95722198486328,74.12921905517578,75.63462829589844,786798
2020-09-02,77.0159683227539,75.19624328613281,77.0159683227539,732394
2020-09-03,77.2806625366211,74.6585922241211,75.27068328857422,1462975
2020-09-04,76.40387725830078,75.18797302246094,76.06475067138672,1134135
2020-09-08,75.55191802978516,74.46007537841797,74.95636749267578,1432992
2020-09-09,77.28893280029297,75.38648223876953,76.75955963134766,1102218
2020-09-10,76.78437042236328,74.76612091064453,75.36994171142578,1082391
2020-09-11,77.0738754272461,75.41130065917969,76.75955963134766,869975
2020-09-14,78.44694519042969,76.96634674072266,77.7769546508789,894880
2020-09-15,78.66200256347656,77.41300201416016,78.47175598144531,903463
2020-09-16,79.08384704589844,78.04991149902344,78.28150939941406,941546
2020-09-17,79.10038757324219,76.70165252685547,78.06645202636719,744242
2020-09-18,78.86051940917969,77.3137435913086,77.84312438964844,1978238
2020-09-21,76.61894226074219,73.33515167236328,73.85625457763672,1281871
2020-09-22,75.89932250976562,74.01341247558594,75.54364776611328,711600
2020-09-23,76.61067199707031,73.83971405029297,73.83971405029297,1040560
2020-09-24,75.09698486328125,72.9133071899414,74.46007537841797,657921
2020-09-25,75.35340118408203,73.61638641357422,74.79093933105469,667956
2020-09-28,77.25584411621094,75.5684585571289,76.4865951538086,558181
2020-09-29,77.70250701904297,76.3211669921875,76.90843963623047,614278
2020-09-30,78.48829650878906,76.3211669921875,76.7347412109375,927884
2020-10-01,78.02509307861328,75.22932434082031,75.64290618896484,794535
2020-10-02,79.13347625732422,74.60896301269531,77.95065307617188,1059300
2020-10-05,80.49827575683594,78.149169921875,79.71248626708984,1000181
2020-10-06,80.88703918457031,78.51311492919922,78.80261993408203,1005500
",
3088,US,technical,"For Accumulation/Distribution Line, what is the value of Fortive on February 06, 2020? (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-5826806.3951,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2019-11-08,45.990421295166016,45.35034942626953,45.958892822265625,1364868
2019-11-11,45.92105484008789,45.35980987548828,45.454402923583984,1913067
2019-11-12,45.81385040283203,45.25260543823242,45.46701431274414,2499007
2019-11-13,45.31566619873047,44.74181365966797,44.7607307434082,1992672
2019-11-14,45.239994049072266,44.74811935424805,44.85532379150391,2271291
2019-11-15,45.873756408691406,44.9814453125,45.17062759399414,3004549
2019-11-18,45.14540481567383,44.74181365966797,44.86793518066406,1941452
2019-11-19,45.15171051025391,44.60307693481445,44.836402893066406,2536590
2019-11-20,44.84270858764648,44.199485778808594,44.20579147338867,4170245
2019-11-21,44.98775100708008,43.98508071899414,44.72919845581055,2862782
2019-11-22,45.050811767578125,44.3697509765625,44.58415985107422,2091307
2019-11-25,45.22107696533203,44.47064971923828,45.07603454589844,2904011
2019-11-26,45.53007507324219,45.132789611816406,45.4985466003418,1761943
2019-11-27,45.68457412719727,45.24629974365234,45.63097381591797,1535655
2019-11-29,45.63097381591797,45.36611557006836,45.51115798950195,1208353
2019-12-02,46.02195358276367,45.24629974365234,45.26522064208984,3134265
2019-12-03,44.94991302490234,44.33191680908203,44.84270858764648,3003597
2019-12-04,45.80754470825195,45.01297378540039,45.03189468383789,3184850
2019-12-05,45.83907318115234,44.9814453125,45.59313583374024,3167883
2019-12-06,46.38140106201172,45.939971923828125,45.95258331298828,2713561
2019-12-09,48.00837326049805,46.5390510559082,46.75345993041992,4660088
2019-12-10,46.89849853515625,46.51382827758789,46.56427764892578,2816477
2019-12-11,47.775047302246094,46.84174346923828,47.2768669128418,4021341
2019-12-12,48.11557769775391,46.9804801940918,48.033599853515625,3523570
2019-12-13,48.41701126098633,47.40929412841797,47.41559982299805,2437321
2019-12-16,48.367820739746094,47.52280426025391,48.02729415893555,2895607
2019-12-17,48.43719100952149,47.71198654174805,48.39304733276367,2731797
2019-12-18,48.45610809326172,48.00206756591797,48.329986572265625,3099695
2019-12-19,48.54439163208008,48.19755935668945,48.3362922668457,2515816
2019-12-20,48.73988342285156,47.75613021850586,47.76243591308594,5684809
2019-12-23,48.47502517700195,47.53541564941406,48.4624137878418,2384673
2019-12-24,48.74618911743164,48.05251693725586,48.17233276367188,428315
2019-12-26,48.47187423706055,47.87594604492188,48.10927200317383,1317136
2019-12-27,48.34890365600586,48.0399055480957,48.29214859008789,1238958
2019-12-30,48.46871948242188,47.93900680541992,48.10296630859375,1025831
2019-12-31,48.26692581176758,47.91378402709961,48.17233276367188,1372480
2020-01-02,48.91014862060547,48.25431442260742,48.903839111328125,2573062
2020-01-03,48.77771759033203,47.9453125,48.70204544067383,1813322
2020-01-06,48.55133056640625,47.90747833251953,48.44980239868164,3149488
2020-01-07,48.62006759643555,48.0399055480957,48.607452392578125,2659645
2020-01-08,48.74618911743164,48.17863845825195,48.56331253051758,3626962
2020-01-09,49.60382080078125,48.83447265625,49.17500305175781,4416514
2020-01-10,49.58489990234375,48.96690368652344,49.18761444091797,3349136
2020-01-13,49.7425537109375,49.07410430908203,49.69210433959961,3727499
2020-01-14,50.06731796264648,49.320045471191406,49.40202331542969,3040070
2020-01-15,49.811920166015625,48.94798278808594,49.18761444091797,1891342
2020-01-16,49.780391693115234,48.87231063842773,49.3515739440918,1698830
2020-01-17,49.93173599243164,49.28851318359375,49.67949295043945,2301262
2020-01-21,49.47138977050781,48.85969924926758,49.30112457275391,2347408
2020-01-22,49.75831985473633,48.94167709350586,48.97320938110352,2225145
2020-01-23,49.09933090209961,48.44349670410156,48.9290657043457,1485703
2020-01-24,49.1497802734375,48.08404922485352,48.50025177001953,1829180
2020-01-27,47.82234573364258,47.037235260009766,47.05615234375,2216424
2020-01-28,47.68676376342773,46.94264221191406,47.31470489501953,2892753
2020-01-29,47.90747833251953,47.40298843383789,47.49127578735352,2214521
2020-01-30,48.10296630859375,47.11290740966797,48.05251693725586,2550069
2020-01-31,47.88855743408203,47.018314361572266,47.25164031982422,3178666
2020-02-03,47.99576187133789,47.02840423583984,47.15705108642578,2566719
2020-02-04,48.370975494384766,47.71198654174805,48.23539352416992,3322336
2020-02-05,48.98582077026367,48.51601409912109,48.91014862060547,1847733
2020-02-06,49.20653533935547,48.48133087158203,49.080413818359375,3138546
",
3089,US,technical,"Calculate the Accumulation/Distribution Line value for Automatic Data Processing on June 12, 2020. (Requires 60 bars to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25865962.2972,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i,"date,high,low,close,volume
2020-03-18,122.58999633789062,103.11000061035156,117.5999984741211,5108600
2020-03-19,123.16999816894533,110.0,117.37000274658205,4022100
2020-03-20,119.47000122070312,107.0999984741211,112.05999755859376,6257600
2020-03-23,112.05999755859376,104.88999938964844,109.06999969482422,4794500
2020-03-24,122.04000091552734,114.3000030517578,120.95999908447266,4884100
2020-03-25,130.0,116.48999786376952,122.58999633789062,3941600
2020-03-26,138.13999938964844,122.5999984741211,137.05999755859375,4041000
2020-03-27,136.0,128.9199981689453,131.3800048828125,2997800
2020-03-30,138.5399932861328,131.77000427246094,137.82000732421875,2522300
2020-03-31,139.39999389648438,134.22000122070312,136.67999267578125,3513000
2020-04-01,133.41000366210938,128.08999633789062,129.72000122070312,2905400
2020-04-02,132.61000061035156,127.43000030517578,131.5500030517578,3808200
2020-04-03,132.52999877929688,126.69000244140624,128.57000732421875,1567500
2020-04-06,140.4499969482422,134.35000610351562,139.64999389648438,3664100
2020-04-07,147.1699981689453,136.75,136.9600067138672,2870600
2020-04-08,139.60000610351562,136.35000610351562,138.52999877929688,2726600
2020-04-09,143.80999755859375,139.91000366210938,142.52000427246094,2683400
2020-04-13,140.9199981689453,136.02000427246094,139.52999877929688,1728700
2020-04-14,143.99000549316406,140.47000122070312,143.8699951171875,2404400
2020-04-15,140.66000366210938,137.17999267578125,137.63999938964844,2146300
2020-04-16,138.9499969482422,134.4199981689453,136.9199981689453,1949100
2020-04-17,142.1199951171875,138.6999969482422,141.0800018310547,3179500
2020-04-20,141.64999389648438,138.0,139.82000732421875,2521400
2020-04-21,137.63999938964844,133.1999969482422,133.61000061035156,2178100
2020-04-22,139.75,135.0399932861328,138.6999969482422,1558400
2020-04-23,141.14999389648438,135.4499969482422,135.9199981689453,2345000
2020-04-24,139.72999572753906,135.3800048828125,139.22999572753906,2000300
2020-04-27,142.32000732421875,139.47000122070312,142.22000122070312,1779500
2020-04-28,146.19000244140625,142.60000610351562,143.00999450683594,2129400
2020-04-29,146.75999450683594,141.60000610351562,145.83999633789062,2644300
2020-04-30,147.32000732421875,143.57000732421875,146.69000244140625,2592300
2020-05-01,144.6999969482422,139.4600067138672,140.4199981689453,2617000
2020-05-04,144.63999938964844,138.38999938964844,144.47999572753906,2614300
2020-05-05,147.77000427246094,144.82000732421875,145.82000732421875,1672000
2020-05-06,147.6300048828125,143.1300048828125,144.55999755859375,1780200
2020-05-07,149.32000732421875,146.6699981689453,147.77000427246094,1900200
2020-05-08,149.77999877929688,144.72000122070312,146.0,1738400
2020-05-11,145.8000030517578,143.6999969482422,144.61000061035156,1762700
2020-05-12,145.63999938964844,141.38999938964844,141.72999572753906,2014200
2020-05-13,141.72999572753906,132.8000030517578,134.5800018310547,2963900
2020-05-14,135.16000366210938,130.63999938964844,134.9499969482422,2164900
2020-05-15,134.97999572753906,131.85000610351562,134.85000610351562,4047700
2020-05-18,137.47999572753906,134.50999450683594,136.39999389648438,3753600
2020-05-19,137.6199951171875,133.0500030517578,133.10000610351562,2523000
2020-05-20,136.08999633789062,133.99000549316406,134.77999877929688,5466000
2020-05-21,135.0500030517578,132.6999969482422,133.32000732421875,2856300
2020-05-22,135.72000122070312,131.89999389648438,134.8699951171875,2201100
2020-05-26,139.55999755859375,136.6999969482422,138.9199981689453,3080400
2020-05-27,145.1300048828125,139.5399932861328,144.6699981689453,3439600
2020-05-28,146.50999450683594,143.52000427246094,144.8000030517578,2547000
2020-05-29,146.97999572753906,142.1699981689453,146.49000549316406,3239500
2020-06-01,146.97999572753906,144.55999755859375,145.5500030517578,2374100
2020-06-02,148.32000732421875,145.00999450683594,148.25,2880900
2020-06-03,152.25,148.9600067138672,151.67999267578125,2100300
2020-06-04,151.9499969482422,149.14999389648438,149.97000122070312,2086400
2020-06-05,161.0500030517578,153.57000732421875,160.1300048828125,3344600
2020-06-08,161.3000030517578,158.2899932861328,161.14999389648438,2270400
2020-06-09,160.75,157.02000427246094,157.69000244140625,1885700
2020-06-10,158.2100067138672,153.9499969482422,156.0399932861328,1690800
2020-06-11,154.2100067138672,142.80999755859375,142.99000549316406,2922100
2020-06-12,148.97999572753906,143.08999633789062,147.00999450683594,2726000
",
3090,US,technical,"What is the value of Chaikin Money Flow for T-Mobile US on October 18, 2024? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2604,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2024-09-23,202.8800048828125,198.69000244140625,202.4600067138672,4545600
2024-09-24,203.72999572753903,200.8800048828125,201.44000244140625,4411300
2024-09-25,203.88999938964844,201.7100067138672,203.30999755859372,2666800
2024-09-26,208.16000366210935,201.82000732421875,203.25,2629200
2024-09-27,205.72000122070312,202.80999755859372,205.17999267578125,3158000
2024-09-30,207.47000122070312,204.7100067138672,206.3600006103516,3243600
2024-10-01,206.3500061035156,202.7700042724609,206.1000061035156,3702000
2024-10-02,208.3600006103516,205.38999938964844,208.0800018310547,2245100
2024-10-03,209.25999450683597,207.44000244140625,208.02999877929688,2902100
2024-10-04,208.72999572753903,206.17999267578125,208.27999877929688,2654800
2024-10-07,210.0800018310547,207.41000366210935,208.3300018310547,2651400
2024-10-08,212.2400054931641,208.6999969482422,211.1699981689453,3310400
2024-10-09,213.47000122070312,210.50999450683597,212.08999633789065,2243600
2024-10-10,215.17999267578125,210.94000244140625,211.4499969482422,2601700
2024-10-11,213.83999633789065,212.1699981689453,213.0399932861328,1778500
2024-10-14,216.25,213.72999572753903,215.91000366210935,2655700
2024-10-15,218.3300018310547,215.63999938964844,217.02999877929688,3382500
2024-10-16,220.69000244140625,216.08999633789065,219.75999450683597,2730100
2024-10-17,222.72999572753903,219.8999938964844,221.9499969482422,3177700
2024-10-18,223.4499969482422,220.91000366210935,223.2100067138672,3334300
",
3091,US,technical,"On December 24, 2025, what is the Chaikin Money Flow value for Waste Management? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1357,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2025-11-26,218.1300048828125,215.8300018310547,217.3500061035156,1811300
2025-11-28,218.32000732421875,216.0,217.8699951171875,779700
2025-12-01,219.47999572753903,215.42999267578125,215.92999267578125,2809900
2025-12-02,216.7700042724609,213.50999450683597,214.5399932861328,1886400
2025-12-03,217.5200042724609,214.6199951171875,216.1499938964844,1615500
2025-12-04,216.72000122070312,213.25999450683597,214.19000244140625,2403100
2025-12-05,215.38999938964844,212.91000366210935,213.5800018310547,1277300
2025-12-08,213.25,210.0,210.22999572753903,1709900
2025-12-09,212.25,209.05999755859372,209.30999755859372,1808400
2025-12-10,209.97000122070312,207.7400054931641,209.1499938964844,2474900
2025-12-11,213.2700042724609,209.91000366210935,212.0500030517578,2512300
2025-12-12,216.7899932861328,212.66000366210935,215.6100006103516,2572700
2025-12-15,218.6100006103516,214.5399932861328,218.32000732421875,2013300
2025-12-16,220.58999633789065,218.3999938964844,218.8999938964844,1591500
2025-12-17,220.57000732421875,217.82000732421875,219.7700042724609,1628700
2025-12-18,220.52999877929688,217.9199981689453,218.32000732421875,1476800
2025-12-19,218.42999267578125,216.27999877929688,216.33999633789065,4209800
2025-12-22,219.8000030517578,214.0,219.66000366210935,1575500
2025-12-23,220.5399932861328,219.0500030517578,220.33999633789065,915200
2025-12-24,221.82000732421875,220.63999938964844,221.3600006103516,460900
",
3092,US,technical,"What was NXP Semiconductors's Chaikin Money Flow on February 10, 2021? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0715,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2021-01-13,177.99000549316406,176.17999267578125,177.4199981689453,1750300
2021-01-14,181.08999633789065,178.6199951171875,180.0,2617400
2021-01-15,179.83999633789062,168.4499969482422,172.22000122070312,3598600
2021-01-19,178.5,174.5399932861328,175.0,2522300
2021-01-20,180.30999755859372,173.7100067138672,174.49000549316406,2590700
2021-01-21,176.75,171.72999572753906,173.6199951171875,2187400
2021-01-22,175.1699981689453,171.9199981689453,172.3000030517578,1974000
2021-01-25,176.75,171.02999877929688,174.4199981689453,2006000
2021-01-26,174.4600067138672,168.66000366210938,168.75,2231100
2021-01-27,164.42999267578125,156.02000427246094,160.55999755859375,3714500
2021-01-28,166.8000030517578,162.3800048828125,164.3300018310547,2484700
2021-01-29,167.5500030517578,159.80999755859375,160.47000122070312,3535400
2021-02-01,172.44000244140625,166.10000610351562,171.52999877929688,4953000
2021-02-02,183.0,170.6999969482422,177.2100067138672,6621800
2021-02-03,181.7400054931641,173.11000061035156,174.10000610351562,3272600
2021-02-04,181.4499969482422,175.14999389648438,181.4499969482422,2703100
2021-02-05,184.1300048828125,181.05999755859372,181.9900054931641,3031400
2021-02-08,188.1499938964844,184.0,188.1199951171875,2332800
2021-02-09,188.3999938964844,184.47000122070312,188.0399932861328,1702800
2021-02-10,191.92999267578125,183.38999938964844,187.8999938964844,2839800
",
3093,US,technical,"For Chaikin Money Flow, what is the value of Allegion on June 25, 2020? (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0421,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2020-05-29,100.18000030517578,97.8499984741211,99.6999969482422,917200
2020-06-01,102.01000213623048,99.43000030517578,100.6500015258789,480400
2020-06-02,101.98999786376952,99.36000061035156,100.01000213623048,664100
2020-06-03,105.38999938964844,100.5999984741211,105.04000091552734,714800
2020-06-04,106.23999786376952,103.20999908447266,106.08999633789062,774900
2020-06-05,117.48999786376952,109.29000091552734,115.3499984741211,1535500
2020-06-08,116.6999969482422,114.31999969482422,115.54000091552734,707900
2020-06-09,113.63999938964844,111.77999877929688,112.29000091552734,612100
2020-06-10,112.41999816894533,108.76000213623048,109.0199966430664,663200
2020-06-11,105.48999786376952,101.37999725341795,101.55999755859376,734400
2020-06-12,104.91000366210938,99.37000274658205,102.41000366210938,732000
2020-06-15,103.2300033569336,98.47000122070312,102.6500015258789,540700
2020-06-16,106.80999755859376,102.05999755859376,104.52999877929688,472600
2020-06-17,106.02999877929688,103.63999938964844,104.25,481300
2020-06-18,105.26000213623048,102.16999816894533,102.98999786376952,563400
2020-06-19,104.98999786376952,101.91000366210938,102.73999786376952,969000
2020-06-22,102.86000061035156,100.41000366210938,102.6999969482422,709800
2020-06-23,104.91000366210938,102.41999816894533,102.66000366210938,466700
2020-06-24,101.97000122070312,97.70999908447266,97.83000183105467,560200
2020-06-25,98.25,95.08000183105467,98.0,716200
",
3094,US,technical,"Calculate the Chaikin Money Flow value for Arista Networks on July 14, 2025. (Standard period: 20) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2227,easy,volume,MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i},"date,high,low,close,volume
2025-06-13,94.94000244140624,92.12000274658205,92.3499984741211,6217300
2025-06-16,95.33999633789062,92.5250015258789,95.08999633789062,7734700
2025-06-17,94.697998046875,89.54000091552734,89.68000030517578,11797600
2025-06-18,91.4739990234375,89.0,90.23999786376952,9164100
2025-06-20,91.2300033569336,85.7750015258789,86.25,18552800
2025-06-23,92.37999725341795,85.58000183105469,91.9499969482422,16234000
2025-06-24,95.12000274658205,92.6999969482422,94.97000122070312,11279800
2025-06-25,96.66000366210938,94.5,96.30999755859376,7883500
2025-06-26,102.12000274658205,97.33000183105467,101.58999633789062,15262400
2025-06-27,102.25,98.87999725341795,99.38999938964844,10396100
2025-06-30,103.13200378417967,101.0,102.30999755859376,12519500
2025-07-01,102.72000122070312,97.3499984741211,98.91000366210938,8685500
2025-07-02,101.20999908447266,97.13999938964844,101.12999725341795,8326300
2025-07-03,103.5,101.3000030517578,102.5199966430664,5296700
2025-07-07,102.20999908447266,100.33000183105467,101.47000122070312,6245100
2025-07-08,103.66999816894533,100.94499969482422,103.38999938964844,7297000
2025-07-09,107.31999969482422,103.63700103759766,106.27999877929688,14511700
2025-07-10,106.5500030517578,102.6780014038086,106.29000091552734,9371000
2025-07-11,109.4499969482422,105.68000030517578,108.56999969482422,12954500
2025-07-14,109.88999938964844,106.25,108.37000274658205,8871000
",
3095,US,technical,"What is the value of Chaikin Oscillator for Baxter International on April 03, 2020? (Standard parameters: fast 3, slow 10; Require 60 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2082114.2491,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2020-01-08,86.98999786376953,85.54000091552734,86.7300033569336,3576600
2020-01-09,87.08000183105469,85.86000061035156,86.54000091552734,2098900
2020-01-10,87.05000305175781,85.6500015258789,85.9000015258789,3118900
2020-01-13,90.3000030517578,87.0999984741211,89.37000274658203,5007700
2020-01-14,89.2699966430664,87.88999938964844,89.20999908447266,3836300
2020-01-15,89.94999694824219,88.69000244140625,89.55999755859375,2561000
2020-01-16,90.0,89.31999969482422,89.98999786376953,2243900
2020-01-17,89.93000030517578,89.20999908447266,89.7300033569336,4474900
2020-01-21,91.87000274658205,89.30999755859375,91.06999969482422,4284900
2020-01-22,91.86000061035156,90.58000183105467,91.16000366210938,2815400
2020-01-23,91.43000030517578,90.52999877929688,91.0999984741211,2129400
2020-01-24,91.47000122070312,90.51000213623048,90.77999877929688,1610800
2020-01-27,90.95999908447266,89.12000274658203,90.52999877929688,2222400
2020-01-28,90.94000244140624,90.26000213623048,90.5500030517578,1952200
2020-01-29,91.16999816894533,90.4800033569336,90.5,1548200
2020-01-30,90.6999969482422,89.2699966430664,90.63999938964844,1608500
2020-01-31,90.31999969482422,89.05000305175781,89.22000122070312,1796500
2020-02-03,90.63999938964844,89.6500015258789,89.69000244140625,1498500
2020-02-04,91.62000274658205,90.06999969482422,90.87000274658205,2213300
2020-02-05,91.6500015258789,90.4499969482422,91.30999755859376,3185000
2020-02-06,95.0,92.75,93.3000030517578,3888400
2020-02-07,92.95999908447266,91.18000030517578,91.25,2306000
2020-02-10,91.38999938964844,90.25,91.27999877929688,2597700
2020-02-11,92.3000030517578,91.41999816894533,91.8499984741211,1706500
2020-02-12,92.19000244140624,91.11000061035156,91.43000030517578,1590900
2020-02-13,92.88999938964844,90.98999786376952,92.56999969482422,2146100
2020-02-14,93.43000030517578,91.9000015258789,93.13999938964844,1740200
2020-02-18,92.6500015258789,91.04000091552734,92.22000122070312,1820600
2020-02-19,93.56999969482422,92.20999908447266,93.16000366210938,1616300
2020-02-20,93.5,92.41000366210938,93.05999755859376,1778200
2020-02-21,93.16000366210938,92.23999786376952,92.66999816894533,1529500
2020-02-24,91.33000183105467,89.19000244140625,89.52999877929688,2380600
2020-02-25,90.2300033569336,86.19999694824219,86.98999786376953,2620400
2020-02-26,88.69999694824219,86.87999725341797,87.02999877929688,3126900
2020-02-27,87.0199966430664,84.2300033569336,84.2699966430664,3004200
2020-02-28,83.58999633789062,80.58999633789062,83.47000122070312,4659600
2020-03-02,87.2300033569336,82.9000015258789,87.18000030517578,3370100
2020-03-03,88.9800033569336,84.55999755859375,85.91000366210938,3240700
2020-03-04,91.13999938964844,87.08999633789062,91.05999755859376,4342500
2020-03-05,89.94000244140625,86.41999816894531,87.6500015258789,3821800
2020-03-06,86.19000244140625,82.94999694824219,85.37999725341797,3442800
2020-03-09,81.7300033569336,78.0999984741211,78.4000015258789,4109100
2020-03-10,83.30999755859375,78.7300033569336,82.9800033569336,3490500
2020-03-11,81.9000015258789,76.37999725341797,77.97000122070312,3652900
2020-03-12,77.26000213623047,71.27999877929688,75.47000122070312,6982400
2020-03-13,81.31999969482422,73.58999633789062,80.98999786376953,5774200
2020-03-16,77.13999938964844,69.0999984741211,71.56999969482422,4351900
2020-03-17,81.27999877929688,72.87999725341797,80.51000213623047,5921700
2020-03-18,85.22000122070312,75.94999694824219,84.58999633789062,7524300
2020-03-19,85.19999694824219,77.16000366210938,78.16999816894531,6492100
2020-03-20,78.73999786376953,74.04000091552734,75.75,6097400
2020-03-23,75.08999633789062,69.69000244140625,71.80999755859375,4664000
2020-03-24,75.7300033569336,72.0999984741211,73.91000366210938,4685100
2020-03-25,74.86000061035156,72.20999908447266,73.56999969482422,5993700
2020-03-26,80.73999786376953,73.91000366210938,80.16999816894531,4465700
2020-03-27,80.66999816894531,76.37000274658203,79.79000091552734,4446300
2020-03-30,82.98999786376953,80.30999755859375,82.19000244140625,2371200
2020-03-31,84.36000061035156,80.76000213623047,81.19000244140625,2767600
2020-04-01,80.8499984741211,77.81999969482422,78.66000366210938,3017800
2020-04-02,82.36000061035156,77.9800033569336,82.22000122070312,3161100
2020-04-03,82.69000244140625,80.19999694824219,81.41999816894531,3271000
",
3096,US,technical,"On August 25, 2021, what is the Chaikin Oscillator value for International Flavors & Fragrances? (Standard parameters: fast 3, slow 10; Require 60 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",347448.9997,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2021-06-01,143.60000610351562,140.83999633789062,142.30999755859375,1973400
2021-06-02,144.64999389648438,142.0,143.6699981689453,1888600
2021-06-03,144.16000366210938,142.0,142.7100067138672,1092600
2021-06-04,143.44000244140625,141.6999969482422,143.0,1415000
2021-06-07,144.50999450683594,142.24000549316406,143.17999267578125,696100
2021-06-08,144.99000549316406,142.6999969482422,144.80999755859375,994200
2021-06-09,147.38999938964844,144.66000366210938,147.08999633789062,1137900
2021-06-10,148.1699981689453,147.05999755859375,147.75,1493800
2021-06-11,148.77000427246094,145.6300048828125,147.77999877929688,1835400
2021-06-14,148.00999450683594,146.58999633789062,147.77000427246094,1303500
2021-06-15,148.10000610351562,146.36000061035156,147.22999572753906,859000
2021-06-16,148.24000549316406,146.52999877929688,147.27000427246094,791300
2021-06-17,148.07000732421875,144.72000122070312,145.80999755859375,1412200
2021-06-18,145.6300048828125,143.60000610351562,144.86000061035156,1842600
2021-06-21,148.60000610351562,145.66000366210938,148.41000366210938,821000
2021-06-22,149.74000549316406,147.52999877929688,149.10000610351562,900300
2021-06-23,150.02999877929688,148.3800048828125,148.4499969482422,927100
2021-06-24,148.99000549316406,147.25999450683594,148.4199981689453,617900
2021-06-25,149.99000549316406,148.57000732421875,148.9600067138672,827100
2021-06-28,149.27999877929688,147.66000366210938,148.7899932861328,1014400
2021-06-29,150.02999877929688,148.22000122070312,148.75999450683594,664500
2021-06-30,149.55999755859375,147.47999572753906,149.39999389648438,1462700
2021-07-01,150.16000366210938,149.14999389648438,149.38999938964844,871500
2021-07-02,150.07000732421875,148.36000061035156,149.99000549316406,955700
2021-07-06,149.99000549316406,147.25999450683594,147.91000366210938,1060100
2021-07-07,149.10000610351562,146.77000427246094,148.8000030517578,642500
2021-07-08,147.9499969482422,146.25,147.8000030517578,1406200
2021-07-09,149.6199951171875,147.05999755859375,147.6999969482422,1707900
2021-07-12,149.02999877929688,146.9199981689453,148.5800018310547,2216100
2021-07-13,148.61000061035156,144.52999877929688,145.4499969482422,1222700
2021-07-14,145.6199951171875,144.13999938964844,144.7100067138672,2025500
2021-07-15,145.6699981689453,143.35000610351562,144.0,1083200
2021-07-16,145.1699981689453,142.67999267578125,143.4199981689453,1343500
2021-07-19,142.91000366210938,139.6199951171875,140.11000061035156,2290300
2021-07-20,144.39999389648438,140.08999633789062,143.7899932861328,1260200
2021-07-21,145.27999877929688,143.61000061035156,144.97999572753906,656500
2021-07-22,146.50999450683594,144.10000610351562,146.0500030517578,1298600
2021-07-23,148.47000122070312,145.77000427246094,148.3300018310547,582700
2021-07-26,149.1999969482422,147.91000366210938,148.8000030517578,692800
2021-07-27,149.27000427246094,147.24000549316406,149.16000366210938,1003600
2021-07-28,149.44000244140625,147.55999755859375,148.47000122070312,774200
2021-07-29,150.10000610351562,148.63999938964844,149.1300048828125,720400
2021-07-30,150.77000427246094,148.75,150.63999938964844,738000
2021-08-02,151.99000549316406,149.47000122070312,149.58999633789062,1063600
2021-08-03,150.67999267578125,148.35000610351562,150.11000061035156,981400
2021-08-04,150.02999877929688,147.77000427246094,147.7899932861328,2313500
2021-08-05,149.74000549316406,147.77999877929688,148.0800018310547,1045500
2021-08-06,151.60000610351562,147.17999267578125,151.05999755859375,1697900
2021-08-09,153.8300018310547,150.52999877929688,153.72999572753906,1632800
2021-08-10,156.5,153.7100067138672,156.35000610351562,1269300
2021-08-11,157.0800018310547,155.8800048828125,156.77999877929688,793500
2021-08-12,156.80999755859375,155.27000427246094,156.08999633789062,1197800
2021-08-13,157.05999755859375,155.60000610351562,156.75,555400
2021-08-16,156.5500030517578,154.75999450683594,155.55999755859375,1085700
2021-08-17,155.92999267578125,153.25999450683594,154.8300018310547,793300
2021-08-18,154.55999755859375,151.4199981689453,151.50999450683594,1048000
2021-08-19,151.35000610351562,149.27000427246094,149.39999389648438,1369000
2021-08-20,150.0,148.3800048828125,149.75999450683594,930000
2021-08-23,150.5500030517578,148.94000244140625,150.24000549316406,1088200
2021-08-24,152.07000732421875,150.1999969482422,151.2899932861328,1395700
2021-08-25,152.42999267578125,150.02000427246094,151.6699981689453,818300
",
3097,US,technical,"What was Schlumberger's Chaikin Oscillator on March 30, 2020? (Standard parameters: fast 3, slow 10; Require 60 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2188579.8984,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2020-01-02,40.720001220703125,40.08000183105469,40.16999816894531,9147400
2020-01-03,41.13999938964844,40.0,40.560001373291016,9752000
2020-01-06,41.08000183105469,40.18999862670898,40.81999969482422,15534100
2020-01-07,40.61000061035156,39.72999954223633,40.61000061035156,10971700
2020-01-08,40.43999862670898,39.310001373291016,39.40999984741211,11327600
2020-01-09,40.09000015258789,38.72999954223633,39.86000061035156,12186000
2020-01-10,40.09000015258789,39.5099983215332,39.83000183105469,8089700
2020-01-13,39.84000015258789,38.970001220703125,39.22999954223633,11665600
2020-01-14,39.52999877929688,38.38999938964844,39.52999877929688,13958700
2020-01-15,39.36000061035156,38.13999938964844,38.33000183105469,13737700
2020-01-16,38.93000030517578,38.34999847412109,38.77999877929688,11771100
2020-01-17,39.970001220703125,38.18000030517578,38.369998931884766,17644600
2020-01-21,37.72999954223633,36.88999938964844,36.95000076293945,16710200
2020-01-22,36.81999969482422,36.22999954223633,36.68000030517578,12796800
2020-01-23,36.52999877929688,35.56999969482422,36.43000030517578,11844000
2020-01-24,36.220001220703125,35.349998474121094,35.77000045776367,10408600
2020-01-27,34.7400016784668,33.869998931884766,33.959999084472656,17360600
2020-01-28,34.22999954223633,33.4900016784668,33.959999084472656,10938000
2020-01-29,34.630001068115234,33.720001220703125,33.72999954223633,9003800
2020-01-30,34.08000183105469,33.0,34.040000915527344,10489600
2020-01-31,33.86000061035156,33.18000030517578,33.5099983215332,16887900
2020-02-03,33.70000076293945,33.189998626708984,33.459999084472656,9202500
2020-02-04,34.72999954223633,33.95000076293945,34.06999969482422,12373600
2020-02-05,35.65999984741211,34.72999954223633,35.06999969482422,11399900
2020-02-06,35.220001220703125,34.41999816894531,34.5099983215332,7980300
2020-02-07,34.7599983215332,33.880001068115234,34.41999816894531,8582100
2020-02-10,34.369998931884766,33.810001373291016,34.349998474121094,7197400
2020-02-11,34.349998474121094,33.869998931884766,34.290000915527344,8825600
2020-02-12,35.380001068115234,34.439998626708984,35.04999923706055,9094900
2020-02-13,35.02000045776367,33.970001220703125,34.66999816894531,11718000
2020-02-14,34.869998931884766,34.13999938964844,34.41999816894531,7904500
2020-02-18,33.9900016784668,32.880001068115234,33.650001525878906,11792800
2020-02-19,34.34000015258789,33.63999938964844,34.290000915527344,6592300
2020-02-20,34.709999084472656,33.779998779296875,33.83000183105469,7836000
2020-02-21,33.54999923706055,32.869998931884766,33.38999938964844,7246300
2020-02-24,31.989999771118164,30.809999465942383,30.93000030517578,16714900
2020-02-25,31.049999237060547,29.21999931335449,29.34000015258789,18709700
2020-02-26,29.739999771118164,28.3799991607666,28.3799991607666,19240700
2020-02-27,28.280000686645508,26.81999969482422,26.84000015258789,23765700
2020-02-28,27.15999984741211,25.450000762939453,27.09000015258789,26830600
2020-03-02,27.790000915527344,26.170000076293945,27.790000915527344,23253000
2020-03-03,27.90999984741211,26.270000457763672,26.809999465942383,22020400
2020-03-04,27.3799991607666,26.26000022888184,27.07999992370605,16155900
2020-03-05,26.25,25.239999771118164,25.82999992370605,15754600
2020-03-06,25.15999984741211,23.520000457763672,23.850000381469727,23793200
2020-03-09,17.899999618530273,12.90999984741211,17.309999465942383,86148000
2020-03-10,19.229999542236328,17.1299991607666,18.190000534057617,40409000
2020-03-11,18.13999938964844,17.049999237060547,17.3799991607666,33291900
2020-03-12,16.690000534057617,14.40999984741211,14.420000076293944,47922900
2020-03-13,16.170000076293945,14.31999969482422,16.15999984741211,29182100
2020-03-16,16.040000915527344,13.260000228881836,14.40999984741211,24971100
2020-03-17,14.5600004196167,13.109999656677246,14.0,25536500
2020-03-18,13.720000267028809,11.890000343322754,12.050000190734863,28198200
2020-03-19,14.279999732971191,11.869999885559082,13.869999885559082,25449300
2020-03-20,14.579999923706056,13.100000381469728,14.279999732971191,32875200
2020-03-23,14.43000030517578,12.600000381469728,12.829999923706056,24393500
2020-03-24,14.93000030517578,13.5,14.649999618530272,25812600
2020-03-25,15.869999885559082,13.579999923706056,14.600000381469728,24201200
2020-03-26,15.640000343322754,14.380000114440918,15.520000457763672,22180200
2020-03-27,14.699999809265137,13.739999771118164,13.760000228881836,21794500
2020-03-30,13.6899995803833,12.949999809265137,13.279999732971191,25981500
",
3098,US,technical,"For Chaikin Oscillator, what is the value of Rockwell Automation on June 10, 2022? (Standard parameters: fast 3, slow 10; Require 60 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",243936.4008,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2022-03-16,269.19000244140625,262.44000244140625,268.4800109863281,755800
2022-03-17,272.260009765625,266.92999267578125,271.0,569100
2022-03-18,276.489990234375,268.8699951171875,275.8299865722656,949400
2022-03-21,275.8699951171875,270.04998779296875,272.9100036621094,613700
2022-03-22,275.6300048828125,272.0400085449219,274.1499938964844,534900
2022-03-23,273.42999267578125,269.0599975585937,270.44000244140625,452800
2022-03-24,275.0,270.4599914550781,275.0,422100
2022-03-25,279.989990234375,274.7300109863281,279.17999267578125,526500
2022-03-28,280.3800048828125,275.32000732421875,280.239990234375,481800
2022-03-29,288.3800048828125,282.1600036621094,284.8900146484375,626200
2022-03-30,283.5799865722656,279.6300048828125,280.7200012207031,656800
2022-03-31,283.7099914550781,279.4800109863281,280.0299987792969,1083000
2022-04-01,284.75,278.9700012207031,284.4800109863281,740500
2022-04-04,284.0,279.6199951171875,281.1700134277344,666000
2022-04-05,283.6499938964844,277.75,279.1000061035156,756100
2022-04-06,275.1099853515625,269.20001220703125,272.2300109863281,814500
2022-04-07,272.54998779296875,266.5,271.04998779296875,665200
2022-04-08,275.010009765625,267.8299865722656,269.4100036621094,472100
2022-04-11,270.92999267578125,265.4800109863281,266.0799865722656,495900
2022-04-12,270.3999938964844,262.07000732421875,262.9100036621094,455800
2022-04-13,267.2099914550781,262.04998779296875,267.0400085449219,460600
2022-04-14,267.989990234375,261.4800109863281,261.6600036621094,509800
2022-04-18,264.9800109863281,260.2200012207031,261.4700012207031,422300
2022-04-19,271.2300109863281,261.67999267578125,270.9100036621094,529300
2022-04-20,277.1600036621094,271.9800109863281,272.5400085449219,607500
2022-04-21,280.4599914550781,271.6300048828125,271.760009765625,615000
2022-04-22,269.6199951171875,260.3699951171875,260.5299987792969,594000
2022-04-25,261.7699890136719,252.4900054931641,261.3099975585937,613900
2022-04-26,260.5199890136719,252.02999877929688,252.2100067138672,752800
2022-04-27,258.5799865722656,252.7899932861328,256.7900085449219,576000
2022-04-28,264.2699890136719,256.5899963378906,263.3500061035156,464700
2022-04-29,264.5199890136719,251.8500061035156,252.6699981689453,1077700
2022-05-02,253.2400054931641,244.91000366210935,250.0399932861328,1572800
2022-05-03,230.0,210.6199951171875,213.7400054931641,4018500
2022-05-04,223.33999633789065,211.8500061035156,222.3500061035156,1792300
2022-05-05,221.3999938964844,212.2700042724609,214.44000244140625,1271300
2022-05-06,219.50999450683597,210.2100067138672,214.50999450683597,1306600
2022-05-09,213.50999450683597,202.3800048828125,203.22000122070312,1744500
2022-05-10,208.6300048828125,199.83999633789065,205.1199951171875,1403900
2022-05-11,207.3800048828125,198.63999938964844,199.0,1100600
2022-05-12,208.0,197.1000061035156,203.8300018310547,1555700
2022-05-13,209.38999938964844,202.3000030517578,203.82000732421875,1386800
2022-05-16,204.1300048828125,199.0,202.38999938964844,742800
2022-05-17,205.6100006103516,200.66000366210935,204.2400054931641,812500
2022-05-18,202.4900054931641,194.52999877929688,195.3999938964844,1072600
2022-05-19,201.27999877929688,191.0800018310547,198.72000122070312,956900
2022-05-20,201.6300048828125,195.2100067138672,199.50999450683597,910600
2022-05-23,203.6100006103516,197.69000244140625,202.66000366210935,701800
2022-05-24,199.3000030517578,193.9499969482422,198.17999267578125,1046200
2022-05-25,199.6300048828125,195.25,198.8300018310547,899000
2022-05-26,205.88999938964844,201.63999938964844,204.7400054931641,877900
2022-05-27,212.0800018310547,207.1199951171875,211.0200042724609,1176200
2022-05-31,214.8600006103516,207.22000122070312,213.1999969482422,2238300
2022-06-01,219.52999877929688,213.72000122070312,217.00999450683597,1433300
2022-06-02,220.42999267578125,214.8300018310547,220.16000366210935,1008200
2022-06-03,219.58999633789065,215.4600067138672,218.2700042724609,794700
2022-06-06,222.1699981689453,212.9900054931641,214.8600006103516,1197200
2022-06-07,217.42999267578125,211.25,217.2899932861328,997000
2022-06-08,218.22000122070312,214.22000122070312,214.8699951171875,824100
2022-06-09,217.47000122070312,210.5500030517578,213.3000030517578,992400
2022-06-10,212.6000061035156,208.55999755859372,208.7400054931641,1194700
",
3099,US,technical,"Calculate the Chaikin Oscillator value for KLA Corporation on December 26, 2024. (Standard parameters: fast 3, slow 10; Require 60 bars to warm up; EMA uses the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-208434.1713,easy,volume,ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL),"date,high,low,close,volume
2024-10-01,786.9099731445312,746.1599731445312,753.6900024414062,1279600
2024-10-02,787.4400024414062,755.0,777.3599853515625,701800
2024-10-03,783.989990234375,764.0,774.5599975585938,584200
2024-10-04,800.4600219726562,777.2100219726562,787.3900146484375,757300
2024-10-07,787.9000244140625,771.8400268554688,781.6699829101562,748100
2024-10-08,793.6699829101562,774.239990234375,783.9000244140625,653400
2024-10-09,806.780029296875,780.3499755859375,804.6300048828125,628500
2024-10-10,799.8200073242188,787.0,797.97998046875,461900
2024-10-11,806.4199829101562,792.6699829101562,803.72998046875,570800
2024-10-14,833.0,809.3699951171875,829.6500244140625,567900
2024-10-15,832.3800048828125,698.9600219726562,707.719970703125,2870900
2024-10-16,720.760009765625,682.010009765625,682.5900268554688,2280600
2024-10-17,701.219970703125,669.6799926757812,670.25,1936500
2024-10-18,681.9000244140625,664.3200073242188,678.52001953125,1192800
2024-10-21,679.75,667.4000244140625,673.6099853515625,739300
2024-10-22,673.1500244140625,663.6599731445312,670.0800170898438,787400
2024-10-23,672.3099975585938,654.6500244140625,664.6300048828125,846800
2024-10-24,684.3900146484375,665.4400024414062,666.1599731445312,884700
2024-10-25,682.8400268554688,668.0,673.0700073242188,954800
2024-10-28,679.1400146484375,670.2100219726562,674.3499755859375,1051800
2024-10-29,700.4000244140625,673.77001953125,696.22998046875,1333900
2024-10-30,695.1900024414062,680.010009765625,691.7999877929688,1656800
2024-10-31,681.0499877929688,656.0,666.22998046875,2001200
2024-11-01,678.6500244140625,663.4400024414062,669.3800048828125,906400
2024-11-04,670.5599975585938,662.3599853515625,663.3699951171875,637900
2024-11-05,681.5499877929688,667.25,670.3300170898438,1016300
2024-11-06,678.6400146484375,657.47998046875,669.6599731445312,1715400
2024-11-07,687.8200073242188,675.0999755859375,686.1500244140625,1122200
2024-11-08,694.3599853515625,681.3800048828125,687.4099731445312,1278100
2024-11-11,685.2100219726562,656.739990234375,666.030029296875,1422800
2024-11-12,669.260009765625,654.8599853515625,664.780029296875,1111300
2024-11-13,655.989990234375,638.3200073242188,644.5499877929688,1505200
2024-11-14,660.0,642.739990234375,645.0,1169900
2024-11-15,630.0,612.3499755859375,614.4600219726562,1712000
2024-11-18,623.77001953125,611.77001953125,620.260009765625,1223300
2024-11-19,618.4099731445312,609.4000244140625,615.6599731445312,1408900
2024-11-20,619.9500122070312,609.8900146484375,616.8300170898438,1195100
2024-11-21,637.9600219726562,620.0,633.1599731445312,1386000
2024-11-22,643.030029296875,630.0,639.5499877929688,981800
2024-11-25,646.6900024414062,632.1099853515625,644.6699829101562,1913000
2024-11-26,651.1799926757812,623.8599853515625,631.469970703125,923200
2024-11-27,633.989990234375,621.22998046875,632.1400146484375,942600
2024-11-29,661.5,643.27001953125,647.030029296875,925700
2024-12-02,669.0700073242188,645.0,666.030029296875,1380200
2024-12-03,667.1799926757812,656.8200073242188,665.719970703125,1376500
2024-12-04,670.5,655.6699829101562,666.219970703125,1459200
2024-12-05,662.9199829101562,641.3900146484375,642.6099853515625,1028200
2024-12-06,650.7100219726562,638.1799926757812,648.3400268554688,862400
2024-12-09,666.3400268554688,645.8200073242188,652.3699951171875,1093300
2024-12-10,657.8300170898438,638.469970703125,641.8699951171875,914800
2024-12-11,657.1199951171875,642.0800170898438,648.8400268554688,1107400
2024-12-12,649.8900146484375,637.9099731445312,646.5999755859375,698200
2024-12-13,663.8699951171875,647.5800170898438,653.760009765625,1463200
2024-12-16,664.530029296875,645.4199829101562,656.1300048828125,1014300
2024-12-17,668.9000244140625,652.0900268554688,654.8800048828125,1252400
2024-12-18,669.0999755859375,625.6099853515625,630.77001953125,1452100
2024-12-19,635.280029296875,620.5800170898438,622.1799926757812,1115700
2024-12-20,641.0499877929688,613.4000244140625,629.3699951171875,2652200
2024-12-23,649.510009765625,631.5800170898438,647.989990234375,886400
2024-12-24,652.0,641.260009765625,650.530029296875,349500
2024-12-26,653.8900146484375,642.0499877929688,648.5499877929688,454100
",
3100,US,technical,"What is the value of Annualized Return for Broadridge Financial Solutions from August 02, 2020 to December 04, 2020? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.9716,easy,return,((P_T / P_0)^{252 / N} - 1) * 100%,"date,close
2020-08-03,137.0399932861328
2020-12-04,149.22000122070312
",
3101,US,technical,"From November 19, 2023 to November 13, 2024, what is Expeditors International's Annualized Return? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.7104,easy,return,((P_T / P_0)^{252 / N} - 1) * 100%,"date,close
2023-11-20,117.52999877929688
2024-11-13,119.5
",
3102,US,technical,"What was JPMorgan Chase's Annualized Return during the period May 07, 2022 to June 12, 2022? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-18.9162,easy,return,((P_T / P_0)^{252 / N} - 1) * 100%,"date,close
2022-05-09,121.86000061035156
2022-06-10,119.5500030517578
",
3103,US,technical,"For Annualized Return, what is Hubbell Incorporated's value from September 11, 2024 to August 24, 2025? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.034,easy,return,((P_T / P_0)^{252 / N} - 1) * 100%,"date,close
2024-09-11,392.8699951171875
2025-08-22,440.8500061035156
",
3104,US,technical,"Calculate Honeywell's Annualized Return from October 04, 2024 to November 26, 2024. (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",130.759,easy,return,((P_T / P_0)^{252 / N} - 1) * 100%,"date,close
2024-10-04,192.0640869140625
2024-11-26,217.15362548828125
",
3105,US,technical,"What is the value of Annualized Volatility for Garmin from August 01, 2024 to May 03, 2025? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.1469,easy,risk,r_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%,"date,close
2024-07-31,171.25
2024-08-01,171.05999755859375
2024-08-02,168.52000427246094
2024-08-05,161.6300048828125
2024-08-06,164.7100067138672
2024-08-07,162.35000610351562
2024-08-08,167.1199951171875
2024-08-09,167.4199981689453
2024-08-12,168.55999755859375
2024-08-13,169.66000366210938
2024-08-14,170.0
2024-08-15,170.82000732421875
2024-08-16,172.05999755859375
2024-08-19,175.91000366210938
2024-08-20,176.47999572753906
2024-08-21,178.4600067138672
2024-08-22,177.64999389648438
2024-08-23,179.75999450683594
2024-08-26,179.52999877929688
2024-08-27,180.6499938964844
2024-08-28,180.0800018310547
2024-08-29,180.6499938964844
2024-08-30,183.2899932861328
2024-09-03,180.10000610351562
2024-09-04,180.92999267578125
2024-09-05,180.77999877929688
2024-09-06,180.1699981689453
2024-09-09,182.94000244140625
2024-09-10,180.44000244140625
2024-09-11,182.7400054931641
2024-09-12,182.75999450683597
2024-09-13,172.67999267578125
2024-09-16,172.6199951171875
2024-09-17,171.5800018310547
2024-09-18,169.8699951171875
2024-09-19,171.75999450683594
2024-09-20,171.0
2024-09-23,175.80999755859375
2024-09-24,175.80999755859375
2024-09-25,173.14999389648438
2024-09-26,174.8300018310547
2024-09-27,173.99000549316406
2024-09-30,176.02999877929688
2024-10-01,172.72999572753906
2024-10-02,172.0500030517578
2024-10-03,169.1300048828125
2024-10-04,170.02999877929688
2024-10-07,163.1300048828125
2024-10-08,164.6300048828125
2024-10-09,165.30999755859375
2024-10-10,165.6999969482422
2024-10-11,165.88999938964844
2024-10-14,167.9600067138672
2024-10-15,166.83999633789062
2024-10-16,167.10000610351562
2024-10-17,166.52000427246094
2024-10-18,167.5800018310547
2024-10-21,166.47000122070312
2024-10-22,163.0
2024-10-23,161.5800018310547
2024-10-24,161.92999267578125
2024-10-25,162.3000030517578
2024-10-28,166.2899932861328
2024-10-29,166.27000427246094
2024-10-30,204.9199981689453
2024-10-31,198.3500061035156
2024-11-01,198.17999267578125
2024-11-04,200.2400054931641
2024-11-05,204.22999572753903
2024-11-06,209.6699981689453
2024-11-07,210.33999633789065
2024-11-08,212.72000122070312
2024-11-11,212.55999755859372
2024-11-12,213.5800018310547
2024-11-13,212.97999572753903
2024-11-14,211.3699951171875
2024-11-15,208.42999267578125
2024-11-18,209.2700042724609
2024-11-19,207.3699951171875
2024-11-20,205.58999633789065
2024-11-21,209.1100006103516
2024-11-22,210.3300018310547
2024-11-25,214.5200042724609
2024-11-26,212.8500061035156
2024-11-27,212.08999633789065
2024-11-29,212.6000061035156
2024-12-02,213.4600067138672
2024-12-03,212.4499969482422
2024-12-04,215.7700042724609
2024-12-05,216.58999633789065
2024-12-06,218.5800018310547
2024-12-09,219.3300018310547
2024-12-10,219.2100067138672
2024-12-11,220.7700042724609
2024-12-12,215.97000122070312
2024-12-13,215.3999938964844
2024-12-16,214.6199951171875
2024-12-17,210.88999938964844
2024-12-18,206.22999572753903
2024-12-19,205.4199981689453
2024-12-20,208.9900054931641
2024-12-23,209.3000030517578
2024-12-24,211.0200042724609
2024-12-26,210.6699981689453
2024-12-27,209.3600006103516
2024-12-30,207.4600067138672
2024-12-31,206.25999450683597
2025-01-02,204.5500030517578
2025-01-03,207.1499938964844
2025-01-06,207.8300018310547
2025-01-07,208.5500030517578
2025-01-08,211.38999938964844
2025-01-10,209.16000366210935
2025-01-13,208.44000244140625
2025-01-14,212.2700042724609
2025-01-15,213.4499969482422
2025-01-16,214.55999755859372
2025-01-17,215.6999969482422
2025-01-21,217.82000732421875
2025-01-22,216.1999969482422
2025-01-23,215.5800018310547
2025-01-24,214.22999572753903
2025-01-27,214.91000366210935
2025-01-28,217.77999877929688
2025-01-29,214.33999633789065
2025-01-30,217.0399932861328
2025-01-31,215.8500061035156
2025-02-03,215.4900054931641
2025-02-04,218.22000122070312
2025-02-05,218.8500061035156
2025-02-06,219.77999877929688
2025-02-07,217.6699981689453
2025-02-10,215.72999572753903
2025-02-11,211.57000732421875
2025-02-12,209.6300048828125
2025-02-13,210.22999572753903
2025-02-14,212.6199951171875
2025-02-18,214.77999877929688
2025-02-19,241.92999267578125
2025-02-20,229.00999450683597
2025-02-21,224.7100067138672
2025-02-24,222.80999755859372
2025-02-25,226.0399932861328
2025-02-26,226.9199981689453
2025-02-27,224.05999755859372
2025-02-28,228.92999267578125
2025-03-03,226.22000122070312
2025-03-04,220.1199951171875
2025-03-05,224.80999755859372
2025-03-06,221.91000366210935
2025-03-07,219.33999633789065
2025-03-10,215.32000732421875
2025-03-11,213.2100067138672
2025-03-12,215.6100006103516
2025-03-13,209.3699951171875
2025-03-14,213.8999938964844
2025-03-17,212.44000244140625
2025-03-18,206.6300048828125
2025-03-19,208.7700042724609
2025-03-20,208.7100067138672
2025-03-21,210.19000244140625
2025-03-24,214.47000122070312
2025-03-25,218.57000732421875
2025-03-26,216.8300018310547
2025-03-27,216.9600067138672
2025-03-28,213.66000366210935
2025-03-31,217.1300048828125
2025-04-01,217.57000732421875
2025-04-02,218.07000732421875
2025-04-03,185.33999633789065
2025-04-04,178.4600067138672
2025-04-07,180.8600006103516
2025-04-08,173.6300048828125
2025-04-09,192.7100067138672
2025-04-10,186.8300018310547
2025-04-11,189.77999877929688
2025-04-14,192.1000061035156
2025-04-15,192.30999755859372
2025-04-16,188.9600067138672
2025-04-17,190.6100006103516
2025-04-21,186.8300018310547
2025-04-22,191.41000366210935
2025-04-23,193.8300018310547
2025-04-24,199.1100006103516
2025-04-25,198.9600067138672
2025-04-28,200.6300048828125
2025-04-29,204.1000061035156
2025-04-30,186.8699951171875
2025-05-01,186.77999877929688
2025-05-02,191.77999877929688
",
3106,US,technical,"From November 29, 2024 to January 08, 2025, what is Coinbase's Annualized Volatility? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",75.0982,easy,risk,r_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%,"date,close
2024-11-27,310.9800109863281
2024-11-29,296.20001220703125
2024-12-02,302.3999938964844
2024-12-03,309.3500061035156
2024-12-04,330.94000244140625
2024-12-05,320.57000732421875
2024-12-06,343.6199951171875
2024-12-09,310.5199890136719
2024-12-10,302.4200134277344
2024-12-11,313.8099975585937
2024-12-12,312.9599914550781
2024-12-13,310.5799865722656
2024-12-16,315.3099975585937
2024-12-17,311.6400146484375
2024-12-18,279.8599853515625
2024-12-19,273.9200134277344
2024-12-20,278.7099914550781
2024-12-23,268.1499938964844
2024-12-24,279.6199951171875
2024-12-26,274.4100036621094
2024-12-27,265.7099914550781
2024-12-30,255.55999755859372
2024-12-31,248.3000030517578
2025-01-02,257.2099914550781
2025-01-03,270.6499938964844
2025-01-06,287.760009765625
2025-01-07,264.3299865722656
2025-01-08,260.010009765625
",
3107,US,technical,"What was FedEx's Annualized Volatility during the period July 11, 2023 to May 02, 2024? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.2319,easy,risk,r_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%,"date,close
2023-07-10,251.69000244140625
2023-07-11,258.3999938964844
2023-07-12,261.6099853515625
2023-07-13,258.4599914550781
2023-07-14,257.45001220703125
2023-07-17,254.72999572753903
2023-07-18,261.9700012207031
2023-07-19,260.260009765625
2023-07-20,263.5400085449219
2023-07-21,259.6700134277344
2023-07-24,258.7699890136719
2023-07-25,259.6600036621094
2023-07-26,268.1300048828125
2023-07-27,265.3699951171875
2023-07-28,268.8500061035156
2023-07-31,269.95001220703125
2023-08-01,268.1600036621094
2023-08-02,265.45001220703125
2023-08-03,263.5199890136719
2023-08-04,263.0
2023-08-07,264.3599853515625
2023-08-08,268.260009765625
2023-08-09,265.4800109863281
2023-08-10,266.5299987792969
2023-08-11,265.7699890136719
2023-08-14,266.94000244140625
2023-08-15,265.54998779296875
2023-08-16,265.07000732421875
2023-08-17,264.9100036621094
2023-08-18,262.6499938964844
2023-08-21,259.94000244140625
2023-08-22,258.9800109863281
2023-08-23,260.45001220703125
2023-08-24,258.7799987792969
2023-08-25,258.7300109863281
2023-08-28,258.3500061035156
2023-08-29,260.5799865722656
2023-08-30,263.8900146484375
2023-08-31,261.0199890136719
2023-09-01,260.9700012207031
2023-09-05,256.6199951171875
2023-09-06,257.4700012207031
2023-09-07,256.1600036621094
2023-09-08,253.30999755859372
2023-09-11,254.6999969482422
2023-09-12,251.47000122070312
2023-09-13,252.16000366210935
2023-09-14,257.0299987792969
2023-09-15,254.0800018310547
2023-09-18,249.3000030517578
2023-09-19,249.9900054931641
2023-09-20,250.5200042724609
2023-09-21,261.8500061035156
2023-09-22,261.0899963378906
2023-09-25,266.42999267578125
2023-09-26,261.3900146484375
2023-09-27,262.7099914550781
2023-09-28,266.44000244140625
2023-09-29,264.9200134277344
2023-10-02,265.1099853515625
2023-10-03,260.19000244140625
2023-10-04,260.04998779296875
2023-10-05,259.1600036621094
2023-10-06,257.8999938964844
2023-10-09,255.72000122070312
2023-10-10,256.7900085449219
2023-10-11,255.4600067138672
2023-10-12,252.0399932861328
2023-10-13,242.83999633789065
2023-10-16,247.55999755859372
2023-10-17,248.02999877929688
2023-10-18,243.6100006103516
2023-10-19,243.2899932861328
2023-10-20,240.6199951171875
2023-10-23,237.97000122070312
2023-10-24,241.67999267578125
2023-10-25,235.2100067138672
2023-10-26,227.92999267578125
2023-10-27,228.83999633789065
2023-10-30,236.82000732421875
2023-10-31,240.1000061035156
2023-11-01,243.22999572753903
2023-11-02,247.25
2023-11-03,247.13999938964844
2023-11-06,245.3300018310547
2023-11-07,244.1999969482422
2023-11-08,245.3699951171875
2023-11-09,241.19000244140625
2023-11-10,246.02999877929688
2023-11-13,245.38999938964844
2023-11-14,254.17999267578125
2023-11-15,257.4200134277344
2023-11-16,254.94000244140625
2023-11-17,255.9499969482422
2023-11-20,255.5399932861328
2023-11-21,255.8600006103516
2023-11-22,256.4599914550781
2023-11-24,257.6099853515625
2023-11-27,253.6000061035156
2023-11-28,253.41000366210935
2023-11-29,253.92999267578125
2023-11-30,258.8299865722656
2023-12-01,264.4200134277344
2023-12-04,265.6000061035156
2023-12-05,266.0799865722656
2023-12-06,267.2099914550781
2023-12-07,267.6300048828125
2023-12-08,272.2099914550781
2023-12-11,271.3800048828125
2023-12-12,273.010009765625
2023-12-13,273.8299865722656
2023-12-14,279.4599914550781
2023-12-15,281.2900085449219
2023-12-18,281.9200134277344
2023-12-19,280.0
2023-12-20,246.25
2023-12-21,247.3600006103516
2023-12-22,248.02999877929688
2023-12-26,251.9900054931641
2023-12-27,250.94000244140625
2023-12-28,253.5800018310547
2023-12-29,252.97000122070312
2024-01-02,252.2400054931641
2024-01-03,247.63999938964844
2024-01-04,245.2899932861328
2024-01-05,246.80999755859372
2024-01-08,248.58999633789065
2024-01-09,247.25
2024-01-10,250.80999755859372
2024-01-11,250.8500061035156
2024-01-12,248.57000732421875
2024-01-16,245.0399932861328
2024-01-17,243.2899932861328
2024-01-18,244.07000732421875
2024-01-19,246.52999877929688
2024-01-22,250.69000244140625
2024-01-23,250.8500061035156
2024-01-24,249.72999572753903
2024-01-25,253.1300048828125
2024-01-26,251.5500030517578
2024-01-29,248.02999877929688
2024-01-30,243.7700042724609
2024-01-31,241.2899932861328
2024-02-01,241.9499969482422
2024-02-02,242.3600006103516
2024-02-05,238.30999755859372
2024-02-06,241.32000732421875
2024-02-07,242.1300048828125
2024-02-08,241.75
2024-02-09,242.6199951171875
2024-02-12,244.44000244140625
2024-02-13,236.38999938964844
2024-02-14,236.8300018310547
2024-02-15,236.5200042724609
2024-02-16,237.58999633789065
2024-02-20,239.5399932861328
2024-02-21,241.41000366210935
2024-02-22,244.16000366210935
2024-02-23,243.4600067138672
2024-02-26,241.1199951171875
2024-02-27,241.3999938964844
2024-02-28,244.3699951171875
2024-02-29,248.97000122070312
2024-03-01,246.6000061035156
2024-03-04,246.7700042724609
2024-03-05,248.72000122070312
2024-03-06,248.3999938964844
2024-03-07,250.2400054931641
2024-03-08,247.67999267578125
2024-03-11,252.6999969482422
2024-03-12,254.22000122070312
2024-03-13,255.22000122070312
2024-03-14,255.52999877929688
2024-03-15,253.2899932861328
2024-03-18,253.17999267578125
2024-03-19,256.6199951171875
2024-03-20,259.989990234375
2024-03-21,264.8500061035156
2024-03-22,284.32000732421875
2024-03-25,282.57000732421875
2024-03-26,288.989990234375
2024-03-27,287.8800048828125
2024-03-28,289.739990234375
2024-04-01,280.1300048828125
2024-04-02,275.2900085449219
2024-04-03,278.489990234375
2024-04-04,275.510009765625
2024-04-05,273.5199890136719
2024-04-08,275.57000732421875
2024-04-09,276.3699951171875
2024-04-10,270.29998779296875
2024-04-11,272.17999267578125
2024-04-12,267.79998779296875
2024-04-15,266.739990234375
2024-04-16,264.94000244140625
2024-04-17,263.07000732421875
2024-04-18,263.3699951171875
2024-04-19,266.989990234375
2024-04-22,270.1499938964844
2024-04-23,271.75
2024-04-24,266.07000732421875
2024-04-25,265.5199890136719
2024-04-26,265.8399963378906
2024-04-29,265.8599853515625
2024-04-30,261.7799987792969
2024-05-01,260.7300109863281
2024-05-02,262.0299987792969
",
3108,US,technical,"For Annualized Volatility, what is Equinix's value from January 19, 2021 to October 10, 2021? (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.2698,easy,risk,r_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%,"date,close
2021-01-15,707.760009765625
2021-01-19,716.3200073242188
2021-01-20,727.739990234375
2021-01-21,719.9000244140625
2021-01-22,721.1599731445312
2021-01-25,723.1599731445312
2021-01-26,735.239990234375
2021-01-27,731.7000122070312
2021-01-28,738.22998046875
2021-01-29,739.9600219726562
2021-02-01,756.719970703125
2021-02-02,768.5700073242188
2021-02-03,754.8900146484375
2021-02-04,746.9099731445312
2021-02-05,754.2899780273438
2021-02-08,747.4099731445312
2021-02-09,750.469970703125
2021-02-10,751.0
2021-02-11,717.7000122070312
2021-02-12,709.8099975585938
2021-02-16,688.0900268554688
2021-02-17,694.4299926757812
2021-02-18,685.5599975585938
2021-02-19,680.219970703125
2021-02-22,667.3400268554688
2021-02-23,658.8200073242188
2021-02-24,639.0
2021-02-25,638.3699951171875
2021-02-26,648.3400268554688
2021-03-01,648.260009765625
2021-03-02,640.0499877929688
2021-03-03,611.3400268554688
2021-03-04,603.5700073242188
2021-03-05,610.5599975585938
2021-03-08,594.9199829101562
2021-03-09,622.7100219726562
2021-03-10,638.7000122070312
2021-03-11,654.5900268554688
2021-03-12,668.0
2021-03-15,669.5499877929688
2021-03-16,671.3300170898438
2021-03-17,656.4500122070312
2021-03-18,646.8300170898438
2021-03-19,653.0599975585938
2021-03-22,666.6900024414062
2021-03-23,675.77001953125
2021-03-24,662.3400268554688
2021-03-25,668.1199951171875
2021-03-26,683.6300048828125
2021-03-29,687.8400268554688
2021-03-30,674.8400268554688
2021-03-31,679.5900268554688
2021-04-01,678.0
2021-04-05,690.239990234375
2021-04-06,688.7100219726562
2021-04-07,684.4500122070312
2021-04-08,687.6900024414062
2021-04-09,687.4600219726562
2021-04-12,691.4299926757812
2021-04-13,705.77001953125
2021-04-14,694.3099975585938
2021-04-15,718.8499755859375
2021-04-16,708.1400146484375
2021-04-19,717.2899780273438
2021-04-20,726.219970703125
2021-04-21,726.1300048828125
2021-04-22,717.969970703125
2021-04-23,718.1099853515625
2021-04-26,716.969970703125
2021-04-27,713.8800048828125
2021-04-28,707.3800048828125
2021-04-29,706.0800170898438
2021-04-30,720.760009765625
2021-05-03,711.0499877929688
2021-05-04,710.030029296875
2021-05-05,693.0
2021-05-06,699.0800170898438
2021-05-07,713.4500122070312
2021-05-10,720.0
2021-05-11,718.0399780273438
2021-05-12,705.3599853515625
2021-05-13,715.4299926757812
2021-05-14,722.02001953125
2021-05-17,715.030029296875
2021-05-18,715.3300170898438
2021-05-19,715.3599853515625
2021-05-20,728.1199951171875
2021-05-21,725.219970703125
2021-05-24,723.2999877929688
2021-05-25,735.260009765625
2021-05-26,735.3900146484375
2021-05-27,735.0900268554688
2021-05-28,736.719970703125
2021-06-01,739.4199829101562
2021-06-02,758.1300048828125
2021-06-03,777.0399780273438
2021-06-04,785.3900146484375
2021-06-07,795.0599975585938
2021-06-08,816.6599731445312
2021-06-09,810.010009765625
2021-06-10,822.989990234375
2021-06-11,816.0399780273438
2021-06-14,823.989990234375
2021-06-15,809.0
2021-06-16,809.969970703125
2021-06-17,815.4600219726562
2021-06-18,822.77001953125
2021-06-21,822.5
2021-06-22,822.5700073242188
2021-06-23,803.5599975585938
2021-06-24,779.3200073242188
2021-06-25,783.4000244140625
2021-06-28,798.52001953125
2021-06-29,802.3300170898438
2021-06-30,802.5999755859375
2021-07-01,797.6400146484375
2021-07-02,800.5
2021-07-06,819.1099853515625
2021-07-07,827.8099975585938
2021-07-08,828.1900024414062
2021-07-09,820.3200073242188
2021-07-12,829.5499877929688
2021-07-13,823.0399780273438
2021-07-14,831.8400268554688
2021-07-15,834.0399780273438
2021-07-16,831.469970703125
2021-07-19,834.2999877929688
2021-07-20,832.6500244140625
2021-07-21,819.760009765625
2021-07-22,820.8200073242188
2021-07-23,833.47998046875
2021-07-26,829.510009765625
2021-07-27,841.8300170898438
2021-07-28,836.3099975585938
2021-07-29,786.3800048828125
2021-07-30,820.4099731445312
2021-08-02,818.989990234375
2021-08-03,820.3099975585938
2021-08-04,828.3400268554688
2021-08-05,830.6199951171875
2021-08-06,820.1500244140625
2021-08-09,814.989990234375
2021-08-10,797.969970703125
2021-08-11,806.8800048828125
2021-08-12,811.719970703125
2021-08-13,814.0900268554688
2021-08-16,822.9400024414062
2021-08-17,827.8099975585938
2021-08-18,814.27001953125
2021-08-19,833.9600219726562
2021-08-20,835.6300048828125
2021-08-23,835.5700073242188
2021-08-24,820.239990234375
2021-08-25,807.530029296875
2021-08-26,824.989990234375
2021-08-27,824.8099975585938
2021-08-30,840.030029296875
2021-08-31,843.4500122070312
2021-09-01,868.8400268554688
2021-09-02,874.4299926757812
2021-09-03,882.8300170898438
2021-09-07,881.760009765625
2021-09-08,882.3099975585938
2021-09-09,854.5599975585938
2021-09-10,844.0
2021-09-13,839.5399780273438
2021-09-14,834.8900146484375
2021-09-15,843.4400024414062
2021-09-16,853.25
2021-09-17,872.5800170898438
2021-09-20,850.22998046875
2021-09-21,848.2000122070312
2021-09-22,860.1199951171875
2021-09-23,848.010009765625
2021-09-24,834.6799926757812
2021-09-27,807.530029296875
2021-09-28,798.9400024414062
2021-09-29,801.5800170898438
2021-09-30,790.1300048828125
2021-10-01,789.3200073242188
2021-10-04,785.6099853515625
2021-10-05,760.0700073242188
2021-10-06,762.3200073242188
2021-10-07,766.489990234375
2021-10-08,750.9600219726562
",
3109,US,technical,"Calculate Fiserv's Annualized Volatility from January 12, 2021 to April 08, 2021. (252 trading days per year; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.1422,easy,risk,r_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%,"date,close
2021-01-11,115.0500030517578
2021-01-12,111.1999969482422
2021-01-13,110.23999786376952
2021-01-14,107.9800033569336
2021-01-15,108.1999969482422
2021-01-19,107.66999816894533
2021-01-20,109.13999938964844
2021-01-21,108.9499969482422
2021-01-22,107.27999877929688
2021-01-25,106.70999908447266
2021-01-26,106.20999908447266
2021-01-27,103.22000122070312
2021-01-28,105.25
2021-01-29,102.69000244140624
2021-02-01,106.5
2021-02-02,110.0199966430664
2021-02-03,110.1999969482422
2021-02-04,112.23999786376952
2021-02-05,112.22000122070312
2021-02-08,113.4000015258789
2021-02-09,113.4499969482422
2021-02-10,109.41999816894533
2021-02-11,108.4800033569336
2021-02-12,109.98999786376952
2021-02-16,110.1999969482422
2021-02-17,111.06999969482422
2021-02-18,113.0500030517578
2021-02-19,111.36000061035156
2021-02-22,113.36000061035156
2021-02-23,115.5999984741211
2021-02-24,119.06999969482422
2021-02-25,116.29000091552734
2021-02-26,115.37000274658205
2021-03-01,116.68000030517578
2021-03-02,115.68000030517578
2021-03-03,115.8000030517578
2021-03-04,115.5500030517578
2021-03-05,119.69000244140624
2021-03-08,121.5
2021-03-09,122.5
2021-03-10,123.86000061035156
2021-03-11,124.11000061035156
2021-03-12,124.12999725341795
2021-03-15,124.0
2021-03-16,124.12000274658205
2021-03-17,123.52999877929688
2021-03-18,122.41000366210938
2021-03-19,121.87000274658205
2021-03-22,121.70999908447266
2021-03-23,121.29000091552734
2021-03-24,123.25
2021-03-25,122.9499969482422
2021-03-26,123.61000061035156
2021-03-29,121.48999786376952
2021-03-30,120.76000213623048
2021-03-31,119.04000091552734
2021-04-01,122.16999816894533
2021-04-05,122.87000274658205
2021-04-06,123.69000244140624
2021-04-07,123.12000274658205
2021-04-08,124.1500015258789
",
3110,US,technical,"What is the value of Skewness for L3Harris from December 03, 2022 to December 21, 2022? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6476,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2022-12-02,230.0
2022-12-05,224.7100067138672
2022-12-06,218.75999450683597
2022-12-07,217.91000366210935
2022-12-08,217.80999755859372
2022-12-09,215.52999877929688
2022-12-12,217.58999633789065
2022-12-13,216.1499938964844
2022-12-14,218.0399932861328
2022-12-15,216.47999572753903
2022-12-16,213.2700042724609
2022-12-19,205.5500030517578
2022-12-20,205.6000061035156
2022-12-21,206.97999572753903
",
3111,US,technical,"From January 04, 2020 to October 21, 2020, what is DTE Energy's Skewness? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.4887,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2020-01-03,109.79574584960938
2020-01-06,109.77021026611328
2020-01-07,109.40425872802734
2020-01-08,109.3446807861328
2020-01-09,109.49787139892578
2020-01-10,109.73616790771484
2020-01-13,110.28936004638672
2020-01-14,110.8595733642578
2020-01-15,112.33191680908205
2020-01-16,113.12340545654295
2020-01-17,113.89787292480467
2020-01-21,113.98297882080078
2020-01-22,112.86808776855467
2020-01-23,113.95744323730467
2020-01-24,112.98723602294922
2020-01-27,112.58723449707033
2020-01-28,112.73191833496094
2020-01-29,112.2978744506836
2020-01-30,113.31914520263672
2020-01-31,112.8595733642578
2020-02-03,113.85531616210938
2020-02-04,113.27659606933594
2020-02-05,114.42552947998048
2020-02-06,114.22127532958984
2020-02-07,113.71063995361328
2020-02-10,113.58297729492188
2020-02-11,114.0595703125
2020-02-12,113.8297882080078
2020-02-13,113.65957641601562
2020-02-14,114.0595703125
2020-02-18,114.59574127197266
2020-02-19,114.10212707519533
2020-02-20,114.0
2020-02-21,114.8595733642578
2020-02-24,113.07234191894533
2020-02-25,109.03829956054688
2020-02-26,106.15319061279295
2020-02-27,100.43404388427734
2020-02-28,95.03829956054688
2020-03-02,99.26808166503906
2020-03-03,96.1872329711914
2020-03-04,101.5404281616211
2020-03-05,98.9446792602539
2020-03-06,98.82553100585938
2020-03-09,87.25957489013672
2020-03-10,91.92340087890624
2020-03-11,88.60425567626953
2020-03-12,77.5999984741211
2020-03-13,82.07659912109375
2020-03-16,70.66383361816406
2020-03-17,75.2170181274414
2020-03-18,65.53191375732422
2020-03-19,72.68936157226562
2020-03-20,70.63829803466797
2020-03-23,65.3702163696289
2020-03-24,73.63404083251953
2020-03-25,78.70638275146484
2020-03-26,83.38723754882812
2020-03-27,83.00425720214844
2020-03-30,84.62127685546875
2020-03-31,80.82553100585938
2020-04-01,74.96170043945312
2020-04-02,75.88935852050781
2020-04-03,74.15319061279297
2020-04-06,81.73616790771484
2020-04-07,82.93617248535156
2020-04-08,88.37446594238281
2020-04-09,94.68085479736328
2020-04-13,92.4595718383789
2020-04-14,92.20425415039062
2020-04-15,89.19149017333984
2020-04-16,86.44255065917969
2020-04-17,90.0851058959961
2020-04-20,85.75318908691406
2020-04-21,84.37446594238281
2020-04-22,87.1148910522461
2020-04-23,85.96595764160156
2020-04-24,87.67659759521484
2020-04-27,87.38723754882812
2020-04-28,90.485107421875
2020-04-29,91.31063842773438
2020-04-30,88.28936004638672
2020-05-01,85.68510437011719
2020-05-04,85.8127670288086
2020-05-05,87.1574478149414
2020-05-06,85.5404281616211
2020-05-07,84.01702117919922
2020-05-08,86.17872619628906
2020-05-11,84.0255355834961
2020-05-12,84.47659301757812
2020-05-13,81.66808319091797
2020-05-14,83.40425872802734
2020-05-15,82.85106658935547
2020-05-18,87.86383056640625
2020-05-19,87.5404281616211
2020-05-20,87.8723373413086
2020-05-21,85.99148559570312
2020-05-22,86.91063690185547
2020-05-26,89.65957641601562
2020-05-27,90.63829803466795
2020-05-28,91.71063995361328
2020-05-29,91.54893493652344
2020-06-01,92.2723388671875
2020-06-02,93.96595764160156
2020-06-03,96.20425415039062
2020-06-04,94.57872009277344
2020-06-05,97.76170349121094
2020-06-08,99.92340087890624
2020-06-09,97.8723373413086
2020-06-10,96.11914825439452
2020-06-11,89.36170196533203
2020-06-12,89.42127990722656
2020-06-15,90.22978973388672
2020-06-16,91.89787292480467
2020-06-17,91.2170181274414
2020-06-18,91.6851043701172
2020-06-19,88.30638122558594
2020-06-22,90.85106658935548
2020-06-23,91.28510284423828
2020-06-24,89.59149169921875
2020-06-25,89.29361724853516
2020-06-26,88.61276245117188
2020-06-29,90.68936157226562
2020-06-30,91.48936462402344
2020-07-01,93.61701965332033
2020-07-02,93.59149169921876
2020-07-06,92.28085327148438
2020-07-07,91.1404266357422
2020-07-08,91.8297882080078
2020-07-09,90.7829818725586
2020-07-10,91.49787139892578
2020-07-13,92.34893798828124
2020-07-14,92.57872009277344
2020-07-15,92.93617248535156
2020-07-16,93.36170196533205
2020-07-17,94.90213012695312
2020-07-20,92.9446792602539
2020-07-21,94.56169891357422
2020-07-22,97.40425872802734
2020-07-23,97.8297882080078
2020-07-24,97.50638580322266
2020-07-27,97.02978515625
2020-07-28,97.55744934082033
2020-07-29,98.0595703125
2020-07-30,97.61701965332033
2020-07-31,98.40850830078124
2020-08-03,96.91063690185548
2020-08-04,98.41702270507812
2020-08-05,98.2978744506836
2020-08-06,99.52340698242188
2020-08-07,101.1574478149414
2020-08-10,102.32340240478516
2020-08-11,99.90637969970705
2020-08-12,101.1148910522461
2020-08-13,100.56169891357422
2020-08-14,100.17872619628906
2020-08-17,99.60851287841795
2020-08-18,99.17446899414062
2020-08-19,99.59149169921876
2020-08-20,98.26383209228516
2020-08-21,98.57872009277344
2020-08-24,100.4000015258789
2020-08-25,99.57447052001952
2020-08-26,98.50212860107422
2020-08-27,99.59149169921876
2020-08-28,100.30638122558594
2020-08-31,100.99574279785156
2020-09-01,100.24681091308594
2020-09-02,102.51914978027344
2020-09-03,101.37872314453124
2020-09-04,101.1148910522461
2020-09-08,100.49361419677734
2020-09-09,101.88085174560548
2020-09-10,100.3574447631836
2020-09-11,100.8000030517578
2020-09-14,102.45106506347656
2020-09-15,100.90213012695312
2020-09-16,101.31063842773438
2020-09-17,99.455322265625
2020-09-18,95.3446807861328
2020-09-21,94.72340393066406
2020-09-22,95.3276596069336
2020-09-23,95.23403930664062
2020-09-24,96.16170501708984
2020-09-25,97.63404083251952
2020-09-28,97.71063995361328
2020-09-29,97.36170196533205
2020-09-30,97.90637969970705
2020-10-01,96.544677734375
2020-10-02,97.1574478149414
2020-10-05,97.455322265625
2020-10-06,98.2127685546875
2020-10-07,97.455322265625
2020-10-08,103.71914672851562
2020-10-09,102.3744659423828
2020-10-12,102.79148864746094
2020-10-13,101.33616638183594
2020-10-14,101.61701965332033
2020-10-15,100.3744659423828
2020-10-16,101.53191375732422
2020-10-19,100.5702133178711
2020-10-20,103.26808166503906
2020-10-21,103.3702163696289
",
3112,US,technical,"What was Fidelity National Information Services's Skewness during the period February 17, 2024 to March 21, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.5522,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2024-02-16,63.650001525878906
2024-02-20,62.959999084472656
2024-02-21,63.45000076293945
2024-02-22,64.0999984741211
2024-02-23,64.27999877929688
2024-02-26,67.33000183105469
2024-02-27,66.9800033569336
2024-02-28,66.87000274658203
2024-02-29,69.19000244140625
2024-03-01,69.20999908447266
2024-03-04,69.44999694824219
2024-03-05,69.75
2024-03-06,69.83000183105469
2024-03-07,69.1500015258789
2024-03-08,69.6500015258789
2024-03-11,69.75
2024-03-12,69.55000305175781
2024-03-13,68.9000015258789
2024-03-14,68.22000122070312
2024-03-15,69.12000274658203
2024-03-18,69.30000305175781
2024-03-19,69.86000061035156
2024-03-20,70.69999694824219
2024-03-21,72.26000213623047
",
3113,US,technical,"For Skewness, what is Royal Caribbean Group's value from April 26, 2024 to December 21, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.083,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2024-04-25,137.47000122070312
2024-04-26,140.58999633789062
2024-04-29,143.36000061035156
2024-04-30,139.6300048828125
2024-05-01,137.52000427246094
2024-05-02,137.3800048828125
2024-05-03,138.2100067138672
2024-05-06,143.25
2024-05-07,141.58999633789062
2024-05-08,141.67999267578125
2024-05-09,141.74000549316406
2024-05-10,141.0399932861328
2024-05-13,140.83999633789062
2024-05-14,140.8000030517578
2024-05-15,140.63999938964844
2024-05-16,142.86000061035156
2024-05-17,141.9199981689453
2024-05-20,147.6999969482422
2024-05-21,150.75
2024-05-22,147.3699951171875
2024-05-23,146.30999755859375
2024-05-24,148.42999267578125
2024-05-28,150.1300048828125
2024-05-29,147.9600067138672
2024-05-30,147.49000549316406
2024-05-31,147.67999267578125
2024-06-03,150.97000122070312
2024-06-04,155.16000366210938
2024-06-05,156.3300018310547
2024-06-06,154.5500030517578
2024-06-07,154.57000732421875
2024-06-10,155.39999389648438
2024-06-11,153.19000244140625
2024-06-12,157.47999572753906
2024-06-13,155.27999877929688
2024-06-14,148.5
2024-06-17,149.1199951171875
2024-06-18,151.47999572753906
2024-06-20,150.2100067138672
2024-06-21,151.1199951171875
2024-06-24,154.52000427246094
2024-06-25,160.72999572753906
2024-06-26,161.39999389648438
2024-06-27,160.2100067138672
2024-06-28,159.42999267578125
2024-07-01,156.47000122070312
2024-07-02,156.61000061035156
2024-07-03,155.3800048828125
2024-07-05,156.77999877929688
2024-07-08,160.8300018310547
2024-07-09,163.1300048828125
2024-07-10,162.67999267578125
2024-07-11,163.17999267578125
2024-07-12,166.39999389648438
2024-07-15,167.72000122070312
2024-07-16,172.0800018310547
2024-07-17,164.4600067138672
2024-07-18,164.19000244140625
2024-07-19,168.2899932861328
2024-07-22,168.52999877929688
2024-07-23,170.72999572753906
2024-07-24,164.50999450683594
2024-07-25,152.02000427246094
2024-07-26,153.55999755859375
2024-07-29,155.13999938964844
2024-07-30,156.94000244140625
2024-07-31,156.72000122070312
2024-08-01,148.08999633789062
2024-08-02,138.85000610351562
2024-08-05,139.77000427246094
2024-08-06,150.25999450683594
2024-08-07,147.52999877929688
2024-08-08,155.89999389648438
2024-08-09,155.75
2024-08-12,153.86000061035156
2024-08-13,154.5800018310547
2024-08-14,152.7100067138672
2024-08-15,160.25999450683594
2024-08-16,157.8000030517578
2024-08-19,161.42999267578125
2024-08-20,158.83999633789062
2024-08-21,158.1199951171875
2024-08-22,157.88999938964844
2024-08-23,163.0800018310547
2024-08-26,162.0500030517578
2024-08-27,169.02000427246094
2024-08-28,166.94000244140625
2024-08-29,166.83999633789062
2024-08-30,164.6199951171875
2024-09-03,159.64999389648438
2024-09-04,158.77000427246094
2024-09-05,158.02000427246094
2024-09-06,156.5500030517578
2024-09-09,160.25999450683594
2024-09-10,158.3000030517578
2024-09-11,162.14999389648438
2024-09-12,165.57000732421875
2024-09-13,167.9600067138672
2024-09-16,169.74000549316406
2024-09-17,168.39999389648438
2024-09-18,168.5500030517578
2024-09-19,171.55999755859375
2024-09-20,174.0500030517578
2024-09-23,175.89999389648438
2024-09-24,179.6300048828125
2024-09-25,177.41000366210938
2024-09-26,182.80999755859372
2024-09-27,177.5399932861328
2024-09-30,177.36000061035156
2024-10-01,173.22999572753906
2024-10-02,174.9600067138672
2024-10-03,173.16000366210938
2024-10-04,179.44000244140625
2024-10-07,179.7899932861328
2024-10-08,183.38999938964844
2024-10-09,193.02999877929688
2024-10-10,193.58999633789065
2024-10-11,195.69000244140625
2024-10-14,196.77999877929688
2024-10-15,202.4199981689453
2024-10-16,201.7400054931641
2024-10-17,201.2100067138672
2024-10-18,199.94000244140625
2024-10-21,199.91000366210935
2024-10-22,203.3500061035156
2024-10-23,201.13999938964844
2024-10-24,203.0500030517578
2024-10-25,200.91000366210935
2024-10-28,203.5200042724609
2024-10-29,210.1000061035156
2024-10-30,208.3600006103516
2024-10-31,206.3500061035156
2024-11-01,202.05999755859372
2024-11-04,204.38999938964844
2024-11-05,210.7700042724609
2024-11-06,226.63999938964844
2024-11-07,220.5200042724609
2024-11-08,225.2700042724609
2024-11-11,234.82000732421875
2024-11-12,237.4199981689453
2024-11-13,234.25
2024-11-14,233.00999450683597
2024-11-15,231.4900054931641
2024-11-18,231.75999450683597
2024-11-19,234.6699981689453
2024-11-20,235.8699951171875
2024-11-21,237.57000732421875
2024-11-22,241.4900054931641
2024-11-25,240.38999938964844
2024-11-26,244.5
2024-11-27,241.6199951171875
2024-11-29,244.05999755859372
2024-12-02,246.41000366210935
2024-12-03,245.8999938964844
2024-12-04,249.7400054931641
2024-12-05,251.13999938964844
2024-12-06,258.0899963378906
2024-12-09,247.13999938964844
2024-12-10,245.66000366210935
2024-12-11,245.5200042724609
2024-12-12,244.1499938964844
2024-12-13,245.1699981689453
2024-12-16,243.0
2024-12-17,242.07000732421875
2024-12-18,229.52999877929688
2024-12-19,230.75999450683597
2024-12-20,238.42999267578125
",
3114,US,technical,"Calculate Digital Realty's Skewness from August 27, 2024 to October 03, 2024. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6314,easy,risk,Skew(r) = E[(r - \mu)^3] / \sigma^3,"date,close
2024-08-26,150.58999633789062
2024-08-27,150.61000061035156
2024-08-28,150.11000061035156
2024-08-29,149.5
2024-08-30,151.61000061035156
2024-09-03,149.7899932861328
2024-09-04,149.08999633789062
2024-09-05,149.91000366210938
2024-09-06,148.22000122070312
2024-09-09,149.33999633789062
2024-09-10,156.75999450683594
2024-09-11,158.4199981689453
2024-09-12,160.49000549316406
2024-09-13,158.92999267578125
2024-09-16,160.8699951171875
2024-09-17,157.5800018310547
2024-09-18,158.25
2024-09-19,158.89999389648438
2024-09-20,158.6999969482422
2024-09-23,160.9600067138672
2024-09-24,162.1300048828125
2024-09-25,162.89999389648438
2024-09-26,162.05999755859375
2024-09-27,161.16000366210938
2024-09-30,161.8300018310547
2024-10-01,160.27000427246094
2024-10-02,159.60000610351562
2024-10-03,157.3000030517578
",
3115,US,technical,"What is the value of Excess Kurtosis for Aptiv from January 29, 2024 to November 07, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.4977,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2024-01-26,86.04000091552734
2024-01-29,87.44000244140625
2024-01-30,86.72000122070312
2024-01-31,81.33000183105469
2024-02-01,83.5
2024-02-02,83.5
2024-02-05,82.2300033569336
2024-02-06,84.19000244140625
2024-02-07,82.0199966430664
2024-02-08,81.29000091552734
2024-02-09,82.0199966430664
2024-02-12,83.77999877929688
2024-02-13,79.08999633789062
2024-02-14,79.13999938964844
2024-02-15,79.41000366210938
2024-02-16,78.95999908447266
2024-02-20,77.76000213623047
2024-02-21,77.62999725341797
2024-02-22,77.80000305175781
2024-02-23,77.2300033569336
2024-02-26,77.5199966430664
2024-02-27,78.83000183105469
2024-02-28,78.7699966430664
2024-02-29,79.48999786376953
2024-03-01,79.05000305175781
2024-03-04,78.48999786376953
2024-03-05,79.43000030517578
2024-03-06,78.12999725341797
2024-03-07,78.7699966430664
2024-03-08,78.19000244140625
2024-03-11,78.51000213623047
2024-03-12,78.70999908447266
2024-03-13,79.72000122070312
2024-03-14,76.19999694824219
2024-03-15,77.23999786376953
2024-03-18,77.80999755859375
2024-03-19,77.91999816894531
2024-03-20,79.01000213623047
2024-03-21,80.55999755859375
2024-03-22,78.72000122070312
2024-03-25,79.08999633789062
2024-03-26,76.58999633789062
2024-03-27,78.63999938964844
2024-03-28,79.6500015258789
2024-04-01,78.79000091552734
2024-04-02,77.16000366210938
2024-04-03,77.56999969482422
2024-04-04,75.2699966430664
2024-04-05,74.7300033569336
2024-04-08,76.06999969482422
2024-04-09,78.93000030517578
2024-04-10,74.94999694824219
2024-04-11,75.7699966430664
2024-04-12,74.19000244140625
2024-04-15,73.01000213623047
2024-04-16,71.94000244140625
2024-04-17,69.3499984741211
2024-04-18,69.31999969482422
2024-04-19,69.62999725341797
2024-04-22,70.0999984741211
2024-04-23,70.25
2024-04-24,71.4000015258789
2024-04-25,70.12999725341797
2024-04-26,71.20999908447266
2024-04-29,72.41000366210938
2024-04-30,71.0
2024-05-01,69.75
2024-05-02,77.79000091552734
2024-05-03,80.81999969482422
2024-05-06,84.4000015258789
2024-05-07,83.0
2024-05-08,83.19999694824219
2024-05-09,83.69000244140625
2024-05-10,82.77999877929688
2024-05-13,82.73999786376953
2024-05-14,82.83999633789062
2024-05-15,81.7300033569336
2024-05-16,82.29000091552734
2024-05-17,82.11000061035156
2024-05-20,81.94000244140625
2024-05-21,82.30999755859375
2024-05-22,81.70999908447266
2024-05-23,80.27999877929688
2024-05-24,82.55000305175781
2024-05-28,83.12999725341797
2024-05-29,81.5199966430664
2024-05-30,81.95999908447266
2024-05-31,83.26000213623047
2024-06-03,84.6500015258789
2024-06-04,83.79000091552734
2024-06-05,81.58999633789062
2024-06-06,81.30000305175781
2024-06-07,81.41999816894531
2024-06-10,79.66000366210938
2024-06-11,76.27999877929688
2024-06-12,75.2699966430664
2024-06-13,74.51000213623047
2024-06-14,70.30000305175781
2024-06-17,70.94999694824219
2024-06-18,70.62000274658203
2024-06-20,73.25
2024-06-21,75.20999908447266
2024-06-24,76.08999633789062
2024-06-25,73.36000061035156
2024-06-26,67.54000091552734
2024-06-27,68.9800033569336
2024-06-28,70.41999816894531
2024-07-01,68.44000244140625
2024-07-02,69.44000244140625
2024-07-03,69.79000091552734
2024-07-05,70.18000030517578
2024-07-08,69.68000030517578
2024-07-09,69.08000183105469
2024-07-10,69.5999984741211
2024-07-11,71.75
2024-07-12,72.72000122070312
2024-07-15,72.26000213623047
2024-07-16,73.41000366210938
2024-07-17,72.41000366210938
2024-07-18,71.68000030517578
2024-07-19,68.87000274658203
2024-07-22,69.93000030517578
2024-07-23,68.58999633789062
2024-07-24,67.08000183105469
2024-07-25,67.83000183105469
2024-07-26,68.73999786376953
2024-07-29,68.9000015258789
2024-07-30,67.62999725341797
2024-07-31,69.38999938964844
2024-08-01,73.12999725341797
2024-08-02,69.62999725341797
2024-08-05,69.12000274658203
2024-08-06,69.05000305175781
2024-08-07,67.91000366210938
2024-08-08,68.94000244140625
2024-08-09,67.63999938964844
2024-08-12,67.25
2024-08-13,67.97000122070312
2024-08-14,66.9800033569336
2024-08-15,68.69000244140625
2024-08-16,68.93000030517578
2024-08-19,70.98999786376953
2024-08-20,69.8499984741211
2024-08-21,70.87999725341797
2024-08-22,70.0999984741211
2024-08-23,72.29000091552734
2024-08-26,72.08999633789062
2024-08-27,70.83000183105469
2024-08-28,70.0199966430664
2024-08-29,70.91999816894531
2024-08-30,71.52999877929688
2024-09-03,70.11000061035156
2024-09-04,69.45999908447266
2024-09-05,70.97000122070312
2024-09-06,68.48999786376953
2024-09-09,69.08000183105469
2024-09-10,65.37999725341797
2024-09-11,65.47000122070312
2024-09-12,67.0
2024-09-13,68.94999694824219
2024-09-16,68.79000091552734
2024-09-17,70.22000122070312
2024-09-18,69.66999816894531
2024-09-19,70.5199966430664
2024-09-20,69.83999633789062
2024-09-23,71.55999755859375
2024-09-24,72.11000061035156
2024-09-25,70.55999755859375
2024-09-26,72.30999755859375
2024-09-27,74.23999786376953
2024-09-30,72.01000213623047
2024-10-01,70.5199966430664
2024-10-02,70.05000305175781
2024-10-03,68.97000122070312
2024-10-04,70.33000183105469
2024-10-07,70.47000122070312
2024-10-08,69.5999984741211
2024-10-09,71.36000061035156
2024-10-10,70.75
2024-10-11,71.29000091552734
2024-10-14,71.08999633789062
2024-10-15,70.0
2024-10-16,70.36000061035156
2024-10-17,69.9000015258789
2024-10-18,71.76000213623047
2024-10-21,70.0999984741211
2024-10-22,69.68000030517578
2024-10-23,69.52999877929688
2024-10-24,68.30999755859375
2024-10-25,69.30999755859375
2024-10-28,70.4000015258789
2024-10-29,69.1500015258789
2024-10-30,69.06999969482422
2024-10-31,56.83000183105469
2024-11-01,56.369998931884766
2024-11-04,55.93000030517578
2024-11-05,55.2400016784668
2024-11-06,53.83000183105469
2024-11-07,55.63999938964844
",
3116,US,technical,"From April 01, 2024 to April 13, 2024, what is McCormick & Company's Excess Kurtosis? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2936,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2024-03-28,76.80999755859375
2024-04-01,76.62000274658203
2024-04-02,78.2699966430664
2024-04-03,76.25
2024-04-04,76.41000366210938
2024-04-05,75.47000122070312
2024-04-08,75.62999725341797
2024-04-09,75.62999725341797
2024-04-10,74.77999877929688
2024-04-11,73.41999816894531
2024-04-12,71.76000213623047
",
3117,US,technical,"What was CDW Corporation's Excess Kurtosis during the period June 24, 2024 to February 16, 2025? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.4851,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2024-06-21,235.4900054931641
2024-06-24,231.6100006103516
2024-06-25,224.6199951171875
2024-06-26,223.1300048828125
2024-06-27,224.05999755859372
2024-06-28,223.83999633789065
2024-07-01,219.19000244140625
2024-07-02,219.1199951171875
2024-07-03,218.1100006103516
2024-07-05,216.3000030517578
2024-07-08,216.8699951171875
2024-07-09,214.8000030517578
2024-07-10,218.8699951171875
2024-07-11,223.82000732421875
2024-07-12,228.5
2024-07-15,232.7700042724609
2024-07-16,239.83999633789065
2024-07-17,236.97999572753903
2024-07-18,233.6999969482422
2024-07-19,228.83999633789065
2024-07-22,232.5200042724609
2024-07-23,230.1499938964844
2024-07-24,229.2100067138672
2024-07-25,228.6199951171875
2024-07-26,229.7400054931641
2024-07-29,231.38999938964844
2024-07-30,232.47000122070312
2024-07-31,218.1100006103516
2024-08-01,213.58999633789065
2024-08-02,209.8500061035156
2024-08-05,206.6699981689453
2024-08-06,208.4499969482422
2024-08-07,208.9900054931641
2024-08-08,212.30999755859372
2024-08-09,213.72999572753903
2024-08-12,212.1000061035156
2024-08-13,215.8999938964844
2024-08-14,216.67999267578125
2024-08-15,221.8699951171875
2024-08-16,222.75999450683597
2024-08-19,219.1999969482422
2024-08-20,221.1499938964844
2024-08-21,224.94000244140625
2024-08-22,225.19000244140625
2024-08-23,229.7400054931641
2024-08-26,229.30999755859372
2024-08-27,226.9900054931641
2024-08-28,224.5
2024-08-29,223.1199951171875
2024-08-30,225.63999938964844
2024-09-03,217.6699981689453
2024-09-04,214.47999572753903
2024-09-05,214.82000732421875
2024-09-06,212.2100067138672
2024-09-09,214.13999938964844
2024-09-10,215.8600006103516
2024-09-11,215.8000030517578
2024-09-12,218.63999938964844
2024-09-13,220.1499938964844
2024-09-16,221.4499969482422
2024-09-17,223.32000732421875
2024-09-18,221.6199951171875
2024-09-19,227.8699951171875
2024-09-20,225.3000030517578
2024-09-23,224.1100006103516
2024-09-24,224.27999877929688
2024-09-25,221.27999877929688
2024-09-26,228.6300048828125
2024-09-27,226.5500030517578
2024-09-30,226.3000030517578
2024-10-01,217.80999755859372
2024-10-02,219.3500061035156
2024-10-03,218.25999450683597
2024-10-04,221.69000244140625
2024-10-07,220.4900054931641
2024-10-08,223.6100006103516
2024-10-09,225.6999969482422
2024-10-10,221.69000244140625
2024-10-11,222.0
2024-10-14,223.47999572753903
2024-10-15,220.1300048828125
2024-10-16,220.16000366210935
2024-10-17,221.17999267578125
2024-10-18,218.30999755859372
2024-10-21,220.3500061035156
2024-10-22,217.0800018310547
2024-10-23,217.6499938964844
2024-10-24,219.16000366210935
2024-10-25,217.00999450683597
2024-10-28,218.5
2024-10-29,219.8999938964844
2024-10-30,195.05999755859372
2024-10-31,188.22999572753903
2024-11-01,188.3800048828125
2024-11-04,191.1000061035156
2024-11-05,192.9900054931641
2024-11-06,202.7899932861328
2024-11-07,202.8999938964844
2024-11-08,199.8699951171875
2024-11-11,197.80999755859372
2024-11-12,191.91000366210935
2024-11-13,186.00999450683597
2024-11-14,180.7700042724609
2024-11-15,177.6300048828125
2024-11-18,178.07000732421875
2024-11-19,174.0500030517578
2024-11-20,175.99000549316406
2024-11-21,178.1699981689453
2024-11-22,178.9600067138672
2024-11-25,181.33999633789065
2024-11-26,177.8000030517578
2024-11-27,176.75
2024-11-29,175.92999267578125
2024-12-02,180.6199951171875
2024-12-03,179.6300048828125
2024-12-04,178.27999877929688
2024-12-05,178.3000030517578
2024-12-06,180.05999755859375
2024-12-09,182.4600067138672
2024-12-10,179.00999450683594
2024-12-11,178.25
2024-12-12,178.0500030517578
2024-12-13,176.05999755859375
2024-12-16,177.7899932861328
2024-12-17,176.66000366210938
2024-12-18,171.49000549316406
2024-12-19,173.27999877929688
2024-12-20,174.52999877929688
2024-12-23,175.55999755859375
2024-12-24,176.33999633789062
2024-12-26,177.1199951171875
2024-12-27,175.80999755859375
2024-12-30,173.35000610351562
2024-12-31,174.0399932861328
2025-01-02,170.02999877929688
2025-01-03,174.22999572753906
2025-01-06,179.2899932861328
2025-01-07,180.97999572753903
2025-01-08,181.33999633789065
2025-01-10,183.13999938964844
2025-01-13,180.9199981689453
2025-01-14,186.55999755859372
2025-01-15,187.4600067138672
2025-01-16,187.7899932861328
2025-01-17,188.72999572753903
2025-01-21,191.58999633789065
2025-01-22,194.3000030517578
2025-01-23,197.4900054931641
2025-01-24,195.1300048828125
2025-01-27,194.0399932861328
2025-01-28,194.75999450683597
2025-01-29,195.52999877929688
2025-01-30,197.75999450683597
2025-01-31,199.13999938964844
2025-02-03,198.44000244140625
2025-02-04,199.33999633789065
2025-02-05,206.1300048828125
2025-02-06,199.8600006103516
2025-02-07,192.0200042724609
2025-02-10,191.57000732421875
2025-02-11,191.7400054931641
2025-02-12,188.94000244140625
2025-02-13,187.58999633789065
2025-02-14,189.38999938964844
",
3118,US,technical,"For Excess Kurtosis, what is TE Connectivity's value from June 19, 2023 to February 03, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.2443,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2023-06-16,135.64999389648438
2023-06-20,135.2100067138672
2023-06-21,135.8000030517578
2023-06-22,134.50999450683594
2023-06-23,133.11000061035156
2023-06-26,133.94000244140625
2023-06-27,136.72999572753906
2023-06-28,137.0800018310547
2023-06-29,138.38999938964844
2023-06-30,140.16000366210938
2023-07-03,140.3800048828125
2023-07-05,139.42999267578125
2023-07-06,138.92999267578125
2023-07-07,139.82000732421875
2023-07-10,141.24000549316406
2023-07-11,141.24000549316406
2023-07-12,142.67999267578125
2023-07-13,142.3800048828125
2023-07-14,141.24000549316406
2023-07-17,142.77000427246094
2023-07-18,142.57000732421875
2023-07-19,143.08999633789062
2023-07-20,141.9499969482422
2023-07-21,141.0
2023-07-24,140.47000122070312
2023-07-25,141.1999969482422
2023-07-26,144.42999267578125
2023-07-27,143.85000610351562
2023-07-28,142.77000427246094
2023-07-31,143.49000549316406
2023-08-01,143.6199951171875
2023-08-02,141.30999755859375
2023-08-03,139.9199981689453
2023-08-04,138.5
2023-08-07,139.4199981689453
2023-08-08,137.39999389648438
2023-08-09,135.7100067138672
2023-08-10,135.0
2023-08-11,133.0399932861328
2023-08-14,133.4600067138672
2023-08-15,130.47000122070312
2023-08-16,129.4499969482422
2023-08-17,127.83999633789062
2023-08-18,127.6999969482422
2023-08-21,128.27999877929688
2023-08-22,127.7699966430664
2023-08-23,128.97000122070312
2023-08-24,127.55999755859376
2023-08-25,128.63999938964844
2023-08-28,129.75
2023-08-29,131.19000244140625
2023-08-30,131.92999267578125
2023-08-31,132.38999938964844
2023-09-01,133.27000427246094
2023-09-05,131.00999450683594
2023-09-06,130.05999755859375
2023-09-07,128.17999267578125
2023-09-08,127.86000061035156
2023-09-11,128.38999938964844
2023-09-12,128.47000122070312
2023-09-13,128.25
2023-09-14,129.19000244140625
2023-09-15,126.68000030517578
2023-09-18,126.97000122070312
2023-09-19,126.95999908447266
2023-09-20,125.44000244140624
2023-09-21,123.22000122070312
2023-09-22,123.04000091552734
2023-09-25,123.02999877929688
2023-09-26,120.5199966430664
2023-09-27,120.44000244140624
2023-09-28,123.80999755859376
2023-09-29,123.52999877929688
2023-10-02,123.22000122070312
2023-10-03,122.2300033569336
2023-10-04,123.41000366210938
2023-10-05,120.93000030517578
2023-10-06,123.97000122070312
2023-10-09,123.0999984741211
2023-10-10,124.33000183105467
2023-10-11,125.43000030517578
2023-10-12,124.5999984741211
2023-10-13,121.4499969482422
2023-10-16,124.27999877929688
2023-10-17,124.5199966430664
2023-10-18,122.0
2023-10-19,119.3499984741211
2023-10-20,117.5999984741211
2023-10-23,116.0500030517578
2023-10-24,118.05999755859376
2023-10-25,116.4800033569336
2023-10-26,117.5500030517578
2023-10-27,115.51000213623048
2023-10-30,116.33999633789062
2023-10-31,117.8499984741211
2023-11-01,122.86000061035156
2023-11-02,124.04000091552734
2023-11-03,125.76000213623048
2023-11-06,125.88999938964844
2023-11-07,125.04000091552734
2023-11-08,125.04000091552734
2023-11-09,124.0999984741211
2023-11-10,126.6500015258789
2023-11-13,124.97000122070312
2023-11-14,130.5500030517578
2023-11-15,131.77000427246094
2023-11-16,131.33999633789062
2023-11-17,131.4600067138672
2023-11-20,131.25999450683594
2023-11-21,130.7100067138672
2023-11-22,131.3300018310547
2023-11-24,131.05999755859375
2023-11-27,130.64999389648438
2023-11-28,130.19000244140625
2023-11-29,130.42999267578125
2023-11-30,131.0
2023-12-01,132.0
2023-12-04,131.0
2023-12-05,129.69000244140625
2023-12-06,131.22999572753906
2023-12-07,132.3699951171875
2023-12-08,133.32000732421875
2023-12-11,135.75999450683594
2023-12-12,135.5
2023-12-13,137.88999938964844
2023-12-14,143.33999633789062
2023-12-15,141.6199951171875
2023-12-18,140.97999572753906
2023-12-19,141.1199951171875
2023-12-20,138.50999450683594
2023-12-21,139.8800048828125
2023-12-22,140.97000122070312
2023-12-26,141.3300018310547
2023-12-27,140.77000427246094
2023-12-28,141.07000732421875
2023-12-29,140.5
2024-01-02,138.9199981689453
2024-01-03,137.1300048828125
2024-01-04,132.4600067138672
2024-01-05,132.35000610351562
2024-01-08,133.85000610351562
2024-01-09,133.16000366210938
2024-01-10,133.1699981689453
2024-01-11,132.10000610351562
2024-01-12,131.92999267578125
2024-01-16,130.74000549316406
2024-01-17,129.1300048828125
2024-01-18,130.4600067138672
2024-01-19,132.5399932861328
2024-01-22,133.1999969482422
2024-01-23,134.64999389648438
2024-01-24,143.6300048828125
2024-01-25,144.25999450683594
2024-01-26,144.47999572753906
2024-01-29,145.6699981689453
2024-01-30,145.22999572753906
2024-01-31,142.19000244140625
2024-02-01,142.25
2024-02-02,142.82000732421875
",
3119,US,technical,"Calculate Edwards Lifesciences's Excess Kurtosis from May 10, 2021 to January 30, 2022. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2756,easy,risk,Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3,"date,close
2021-05-07,92.16999816894533
2021-05-10,90.4000015258789
2021-05-11,89.51000213623047
2021-05-12,87.47000122070312
2021-05-13,87.94000244140625
2021-05-14,89.48999786376953
2021-05-17,89.8499984741211
2021-05-18,90.06999969482422
2021-05-19,90.68000030517578
2021-05-20,92.8000030517578
2021-05-21,94.1999969482422
2021-05-24,95.4499969482422
2021-05-25,96.68000030517578
2021-05-26,96.0
2021-05-27,94.3499984741211
2021-05-28,95.9000015258789
2021-06-01,95.12000274658205
2021-06-02,93.37999725341795
2021-06-03,94.33999633789062
2021-06-04,95.87000274658205
2021-06-07,96.33999633789062
2021-06-08,96.9800033569336
2021-06-09,97.08000183105467
2021-06-10,99.94000244140624
2021-06-11,99.98999786376952
2021-06-14,100.95999908447266
2021-06-15,100.27999877929688
2021-06-16,100.13999938964844
2021-06-17,100.98999786376952
2021-06-18,100.70999908447266
2021-06-21,102.83999633789062
2021-06-22,104.5199966430664
2021-06-23,104.76000213623048
2021-06-24,103.8000030517578
2021-06-25,103.56999969482422
2021-06-28,102.58000183105467
2021-06-29,103.58999633789062
2021-06-30,103.56999969482422
2021-07-01,104.80999755859376
2021-07-02,106.58999633789062
2021-07-06,106.45999908447266
2021-07-07,107.87999725341795
2021-07-08,108.19000244140624
2021-07-09,107.51000213623048
2021-07-12,106.83999633789062
2021-07-13,106.73999786376952
2021-07-14,106.79000091552734
2021-07-15,106.33999633789062
2021-07-16,106.91999816894533
2021-07-19,102.91000366210938
2021-07-20,106.58000183105467
2021-07-21,106.0500030517578
2021-07-22,107.05999755859376
2021-07-23,109.4000015258789
2021-07-26,108.88999938964844
2021-07-27,109.9000015258789
2021-07-28,110.05999755859376
2021-07-29,111.62000274658205
2021-07-30,112.2699966430664
2021-08-02,113.27999877929688
2021-08-03,114.6999969482422
2021-08-04,114.45999908447266
2021-08-05,114.77999877929688
2021-08-06,115.20999908447266
2021-08-09,114.33000183105467
2021-08-10,111.9499969482422
2021-08-11,111.13999938964844
2021-08-12,111.7699966430664
2021-08-13,113.1500015258789
2021-08-16,114.36000061035156
2021-08-17,117.26000213623048
2021-08-18,116.26000213623048
2021-08-19,117.9499969482422
2021-08-20,118.9499969482422
2021-08-23,116.95999908447266
2021-08-24,118.08999633789062
2021-08-25,117.0199966430664
2021-08-26,116.95999908447266
2021-08-27,116.38999938964844
2021-08-30,118.04000091552734
2021-08-31,117.18000030517578
2021-09-01,119.43000030517578
2021-09-02,120.61000061035156
2021-09-03,121.06999969482422
2021-09-07,121.98999786376952
2021-09-08,122.75
2021-09-09,122.08000183105467
2021-09-10,120.88999938964844
2021-09-13,119.3499984741211
2021-09-14,120.94000244140624
2021-09-15,121.0199966430664
2021-09-16,120.69000244140624
2021-09-17,119.41999816894533
2021-09-20,117.98999786376952
2021-09-21,118.5
2021-09-22,119.66000366210938
2021-09-23,121.0199966430664
2021-09-24,120.06999969482422
2021-09-27,117.06999969482422
2021-09-28,113.86000061035156
2021-09-29,113.5199966430664
2021-09-30,113.20999908447266
2021-10-01,112.27999877929688
2021-10-04,106.37000274658205
2021-10-05,108.83000183105467
2021-10-06,109.4800033569336
2021-10-07,110.88999938964844
2021-10-08,108.7300033569336
2021-10-11,108.48999786376952
2021-10-12,108.80999755859376
2021-10-13,109.0999984741211
2021-10-14,111.56999969482422
2021-10-15,112.16000366210938
2021-10-18,111.08999633789062
2021-10-19,115.0
2021-10-20,115.5999984741211
2021-10-21,115.73999786376952
2021-10-22,116.58999633789062
2021-10-25,117.3000030517578
2021-10-26,116.98999786376952
2021-10-27,116.06999969482422
2021-10-28,116.51000213623048
2021-10-29,119.81999969482422
2021-11-01,115.55999755859376
2021-11-02,116.94000244140624
2021-11-03,117.25
2021-11-04,117.37000274658205
2021-11-05,118.6500015258789
2021-11-08,119.54000091552734
2021-11-09,120.04000091552734
2021-11-10,118.7699966430664
2021-11-11,114.30999755859376
2021-11-12,116.0
2021-11-15,116.69000244140624
2021-11-16,119.04000091552734
2021-11-17,118.3499984741211
2021-11-18,117.02999877929688
2021-11-19,117.02999877929688
2021-11-22,114.83999633789062
2021-11-23,112.62999725341795
2021-11-24,114.48999786376952
2021-11-26,109.5199966430664
2021-11-29,110.70999908447266
2021-11-30,107.30999755859376
2021-12-01,107.43000030517578
2021-12-02,109.81999969482422
2021-12-03,108.4800033569336
2021-12-06,111.95999908447266
2021-12-07,115.5199966430664
2021-12-08,119.45999908447266
2021-12-09,120.33999633789062
2021-12-10,121.83999633789062
2021-12-13,120.73999786376952
2021-12-14,116.9000015258789
2021-12-15,119.91000366210938
2021-12-16,119.56999969482422
2021-12-17,122.12000274658205
2021-12-20,120.02999877929688
2021-12-21,124.4000015258789
2021-12-22,127.83000183105467
2021-12-23,128.57000732421875
2021-12-27,130.5800018310547
2021-12-28,129.35000610351562
2021-12-29,130.63999938964844
2021-12-30,130.67999267578125
2021-12-31,129.5500030517578
2022-01-03,128.33999633789062
2022-01-04,127.88999938964844
2022-01-05,123.91999816894533
2022-01-06,123.2300033569336
2022-01-07,122.3000030517578
2022-01-10,120.12000274658205
2022-01-11,121.94000244140624
2022-01-12,122.26000213623048
2022-01-13,120.45999908447266
2022-01-14,118.26000213623048
2022-01-18,115.83000183105467
2022-01-19,116.16000366210938
2022-01-20,115.55999755859376
2022-01-21,112.6500015258789
2022-01-24,110.5999984741211
2022-01-25,109.48999786376952
2022-01-26,108.62999725341795
2022-01-27,101.95999908447266
2022-01-28,104.87000274658205
",
3120,US,technical,"What is the value of Downside Deviation for Synchrony Financial from June 17, 2020 to July 04, 2020? (Default target return is 0; not annualized) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0304,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2020-06-16,25.15999984741211
2020-06-17,24.75
2020-06-18,24.25
2020-06-19,23.770000457763672
2020-06-22,23.790000915527344
2020-06-23,23.920000076293945
2020-06-24,22.09000015258789
2020-06-25,22.75
2020-06-26,21.38999938964844
2020-06-29,21.950000762939453
2020-06-30,22.15999984741211
2020-07-01,21.61000061035156
2020-07-02,21.86000061035156
",
3121,US,technical,"From June 21, 2022 to September 23, 2022, what is Pfizer's Downside Deviation? (Default target return is 0; not annualized) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0109,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2022-06-17,46.52999877929688
2022-06-21,48.11000061035156
2022-06-22,49.06999969482422
2022-06-23,50.09000015258789
2022-06-24,51.59000015258789
2022-06-27,51.880001068115234
2022-06-28,50.65999984741211
2022-06-29,50.93999862670898
2022-06-30,52.43000030517578
2022-07-01,52.310001373291016
2022-07-05,51.63999938964844
2022-07-06,52.75
2022-07-07,53.41999816894531
2022-07-08,53.16999816894531
2022-07-11,52.88999938964844
2022-07-12,52.040000915527344
2022-07-13,51.790000915527344
2022-07-14,51.38999938964844
2022-07-15,51.75
2022-07-18,50.75
2022-07-19,51.369998931884766
2022-07-20,50.81999969482422
2022-07-21,51.119998931884766
2022-07-22,51.22999954223633
2022-07-25,51.77000045776367
2022-07-26,52.29999923706055
2022-07-27,51.95000076293945
2022-07-28,50.720001220703125
2022-07-29,50.5099983215332
2022-08-01,50.61000061035156
2022-08-02,49.68999862670898
2022-08-03,49.86000061035156
2022-08-04,49.86000061035156
2022-08-05,49.27000045776367
2022-08-08,49.56999969482422
2022-08-09,49.77999877929688
2022-08-10,49.95000076293945
2022-08-11,48.290000915527344
2022-08-12,50.11000061035156
2022-08-15,49.75
2022-08-16,49.86000061035156
2022-08-17,49.27000045776367
2022-08-18,48.58000183105469
2022-08-19,49.150001525878906
2022-08-22,48.900001525878906
2022-08-23,48.0099983215332
2022-08-24,47.43000030517578
2022-08-25,47.900001525878906
2022-08-26,46.81999969482422
2022-08-29,46.22999954223633
2022-08-30,45.84999847412109
2022-08-31,45.22999954223633
2022-09-01,46.630001068115234
2022-09-02,45.70000076293945
2022-09-06,45.7599983215332
2022-09-07,46.130001068115234
2022-09-08,47.08000183105469
2022-09-09,47.84000015258789
2022-09-12,47.7599983215332
2022-09-13,46.18999862670898
2022-09-14,46.150001525878906
2022-09-15,45.93999862670898
2022-09-16,46.02999877929688
2022-09-19,45.43999862670898
2022-09-20,44.77000045776367
2022-09-21,43.91999816894531
2022-09-22,44.56999969482422
2022-09-23,44.08000183105469
",
3122,US,technical,"What was Boston Scientific's Downside Deviation during the period December 11, 2019 to July 26, 2020? (Default target return is 0; not annualized) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0244,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2019-12-10,44.0099983215332
2019-12-11,43.81999969482422
2019-12-12,44.66999816894531
2019-12-13,45.09000015258789
2019-12-16,45.20000076293945
2019-12-17,44.75
2019-12-18,44.7400016784668
2019-12-19,44.83000183105469
2019-12-20,45.369998931884766
2019-12-23,45.220001220703125
2019-12-24,45.310001373291016
2019-12-26,45.2599983215332
2019-12-27,45.220001220703125
2019-12-30,44.9900016784668
2019-12-31,45.220001220703125
2020-01-02,45.33000183105469
2020-01-03,44.97999954223633
2020-01-06,45.34999847412109
2020-01-07,45.400001525878906
2020-01-08,45.63999938964844
2020-01-09,45.709999084472656
2020-01-10,45.66999816894531
2020-01-13,45.470001220703125
2020-01-14,42.65999984741211
2020-01-15,42.56999969482422
2020-01-16,43.20000076293945
2020-01-17,44.27999877929688
2020-01-21,44.06999969482422
2020-01-22,44.04999923706055
2020-01-23,43.56999969482422
2020-01-24,43.209999084472656
2020-01-27,42.650001525878906
2020-01-28,43.45000076293945
2020-01-29,43.95000076293945
2020-01-30,43.40999984741211
2020-01-31,41.869998931884766
2020-02-03,42.22999954223633
2020-02-04,42.880001068115234
2020-02-05,42.619998931884766
2020-02-06,43.0099983215332
2020-02-07,42.18999862670898
2020-02-10,42.220001220703125
2020-02-11,42.56999969482422
2020-02-12,42.22999954223633
2020-02-13,42.18000030517578
2020-02-14,42.310001373291016
2020-02-18,42.15999984741211
2020-02-19,43.02000045776367
2020-02-20,42.5
2020-02-21,42.619998931884766
2020-02-24,41.08000183105469
2020-02-25,39.90999984741211
2020-02-26,39.38999938964844
2020-02-27,37.91999816894531
2020-02-28,37.38999938964844
2020-03-02,38.27000045776367
2020-03-03,37.22999954223633
2020-03-04,38.75
2020-03-05,37.459999084472656
2020-03-06,37.59999847412109
2020-03-09,34.09000015258789
2020-03-10,35.18000030517578
2020-03-11,33.86000061035156
2020-03-12,31.0
2020-03-13,32.33000183105469
2020-03-16,27.549999237060547
2020-03-17,28.790000915527344
2020-03-18,27.239999771118164
2020-03-19,28.270000457763672
2020-03-20,27.239999771118164
2020-03-23,25.82999992370605
2020-03-24,28.21999931335449
2020-03-25,29.920000076293945
2020-03-26,31.420000076293945
2020-03-27,30.61000061035156
2020-03-30,31.63999938964844
2020-03-31,32.630001068115234
2020-04-01,30.190000534057617
2020-04-02,31.049999237060547
2020-04-03,31.170000076293945
2020-04-06,32.880001068115234
2020-04-07,33.689998626708984
2020-04-08,35.130001068115234
2020-04-09,36.83000183105469
2020-04-13,35.209999084472656
2020-04-14,35.91999816894531
2020-04-15,34.790000915527344
2020-04-16,35.45000076293945
2020-04-17,38.290000915527344
2020-04-20,37.25
2020-04-21,35.04999923706055
2020-04-22,35.4900016784668
2020-04-23,36.400001525878906
2020-04-24,36.900001525878906
2020-04-27,37.0
2020-04-28,35.93000030517578
2020-04-29,37.43000030517578
2020-04-30,37.47999954223633
2020-05-01,35.9900016784668
2020-05-04,35.83000183105469
2020-05-05,36.810001373291016
2020-05-06,35.88999938964844
2020-05-07,37.0
2020-05-08,38.18000030517578
2020-05-11,37.77999877929688
2020-05-12,36.97999954223633
2020-05-13,35.77000045776367
2020-05-14,35.5
2020-05-15,34.83000183105469
2020-05-18,36.41999816894531
2020-05-19,35.43000030517578
2020-05-20,37.18000030517578
2020-05-21,34.790000915527344
2020-05-22,35.90999984741211
2020-05-26,36.18999862670898
2020-05-27,37.13999938964844
2020-05-28,37.470001220703125
2020-05-29,37.9900016784668
2020-06-01,37.5
2020-06-02,37.540000915527344
2020-06-03,37.90999984741211
2020-06-04,37.41999816894531
2020-06-05,38.83000183105469
2020-06-08,39.11000061035156
2020-06-09,38.2599983215332
2020-06-10,37.4900016784668
2020-06-11,35.04999923706055
2020-06-12,35.349998474121094
2020-06-15,35.869998931884766
2020-06-16,36.70000076293945
2020-06-17,36.88999938964844
2020-06-18,36.68000030517578
2020-06-19,36.59000015258789
2020-06-22,35.970001220703125
2020-06-23,36.25
2020-06-24,33.849998474121094
2020-06-25,33.88999938964844
2020-06-26,33.279998779296875
2020-06-29,34.650001525878906
2020-06-30,35.11000061035156
2020-07-01,35.279998779296875
2020-07-02,35.380001068115234
2020-07-06,35.59000015258789
2020-07-07,34.63999938964844
2020-07-08,34.54999923706055
2020-07-09,34.5
2020-07-10,34.68000030517578
2020-07-13,34.439998626708984
2020-07-14,35.220001220703125
2020-07-15,36.70000076293945
2020-07-16,36.369998931884766
2020-07-17,37.709999084472656
2020-07-20,37.16999816894531
2020-07-21,37.47999954223633
2020-07-22,38.38999938964844
2020-07-23,38.43000030517578
2020-07-24,38.59999847412109
",
3123,US,technical,"For Downside Deviation, what is Dollar General's value from October 15, 2021 to April 01, 2022? (Default target return is 0; not annualized) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0113,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2021-10-14,212.8000030517578
2021-10-15,212.8000030517578
2021-10-18,213.6999969482422
2021-10-19,213.7899932861328
2021-10-20,215.22999572753903
2021-10-21,218.94000244140625
2021-10-22,220.30999755859372
2021-10-25,222.4900054931641
2021-10-26,221.52999877929688
2021-10-27,220.3699951171875
2021-10-28,220.9199981689453
2021-10-29,221.5200042724609
2021-11-01,220.47000122070312
2021-11-02,221.83999633789065
2021-11-03,223.72000122070312
2021-11-04,226.2100067138672
2021-11-05,225.6300048828125
2021-11-08,220.92999267578125
2021-11-09,220.17999267578125
2021-11-10,220.7700042724609
2021-11-11,221.27999877929688
2021-11-12,225.0
2021-11-15,227.0
2021-11-16,230.3300018310547
2021-11-17,222.8800048828125
2021-11-18,222.33999633789065
2021-11-19,224.5500030517578
2021-11-22,225.9600067138672
2021-11-23,225.13999938964844
2021-11-24,223.42999267578125
2021-11-26,224.4199981689453
2021-11-29,225.07000732421875
2021-11-30,221.3000030517578
2021-12-01,222.7899932861328
2021-12-02,215.80999755859372
2021-12-03,222.0
2021-12-06,225.52999877929688
2021-12-07,224.5
2021-12-08,221.41000366210935
2021-12-09,222.3300018310547
2021-12-10,222.3999938964844
2021-12-13,226.0
2021-12-14,225.4499969482422
2021-12-15,226.1199951171875
2021-12-16,225.66000366210935
2021-12-17,222.5
2021-12-20,220.3999938964844
2021-12-21,221.72000122070312
2021-12-22,220.22000122070312
2021-12-23,221.3300018310547
2021-12-27,224.69000244140625
2021-12-28,228.32000732421875
2021-12-29,233.5800018310547
2021-12-30,235.8300018310547
2021-12-31,235.8300018310547
2022-01-03,235.47999572753903
2022-01-04,233.6999969482422
2022-01-05,233.8000030517578
2022-01-06,235.8000030517578
2022-01-07,238.2700042724609
2022-01-10,236.30999755859372
2022-01-11,228.6499938964844
2022-01-12,228.6000061035156
2022-01-13,223.05999755859372
2022-01-14,217.0800018310547
2022-01-18,213.1100006103516
2022-01-19,219.94000244140625
2022-01-20,212.1000061035156
2022-01-21,210.17999267578125
2022-01-24,216.5800018310547
2022-01-25,212.00999450683597
2022-01-26,204.7100067138672
2022-01-27,205.33999633789065
2022-01-28,204.3300018310547
2022-01-31,208.47999572753903
2022-02-01,209.1199951171875
2022-02-02,206.69000244140625
2022-02-03,205.3699951171875
2022-02-04,202.3600006103516
2022-02-07,200.58999633789065
2022-02-08,202.7700042724609
2022-02-09,205.7899932861328
2022-02-10,202.1000061035156
2022-02-11,200.6300048828125
2022-02-14,200.6100006103516
2022-02-15,199.1499938964844
2022-02-16,197.3500061035156
2022-02-17,197.1199951171875
2022-02-18,199.97000122070312
2022-02-22,191.94000244140625
2022-02-23,188.33999633789065
2022-02-24,190.8000030517578
2022-02-25,198.9900054931641
2022-02-28,198.33999633789065
2022-03-01,201.0500030517578
2022-03-02,205.41000366210935
2022-03-03,206.2899932861328
2022-03-04,210.97999572753903
2022-03-07,203.72000122070312
2022-03-08,199.25999450683597
2022-03-09,207.22000122070312
2022-03-10,206.0800018310547
2022-03-11,205.5500030517578
2022-03-14,208.69000244140625
2022-03-15,214.25
2022-03-16,212.4900054931641
2022-03-17,221.94000244140625
2022-03-18,229.6300048828125
2022-03-21,228.3999938964844
2022-03-22,226.05999755859372
2022-03-23,221.5500030517578
2022-03-24,220.8999938964844
2022-03-25,221.47000122070312
2022-03-28,226.3000030517578
2022-03-29,228.5200042724609
2022-03-30,227.47000122070312
2022-03-31,222.6300048828125
2022-04-01,226.3000030517578
",
3124,US,technical,"Calculate American Water Works's Downside Deviation from July 31, 2024 to August 20, 2024. (Default target return is 0; not annualized) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0099,easy,risk,"DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}","date,close
2024-07-30,143.6699981689453
2024-07-31,142.36000061035156
2024-08-01,144.5
2024-08-02,147.35000610351562
2024-08-05,142.72000122070312
2024-08-06,143.60000610351562
2024-08-07,143.7899932861328
2024-08-08,144.7100067138672
2024-08-09,142.27999877929688
2024-08-12,142.55999755859375
2024-08-13,141.38999938964844
2024-08-14,141.6699981689453
2024-08-15,142.02999877929688
2024-08-16,140.97999572753906
2024-08-19,141.57000732421875
2024-08-20,141.27000427246094
",
3125,US,technical,"What is the value of Maximum Drawdown for Coinbase from May 12, 2021 to September 22, 2021? (Reported as a positive number; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.2136,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2021-05-12,283.6099853515625
2021-05-13,265.1000061035156
2021-05-14,258.3699951171875
2021-05-17,248.2400054931641
2021-05-18,239.0
2021-05-19,224.8000030517578
2021-05-20,233.3999938964844
2021-05-21,224.3500061035156
2021-05-24,225.3000030517578
2021-05-25,242.41000366210935
2021-05-26,241.5200042724609
2021-05-27,247.08999633789065
2021-05-28,236.5399932861328
2021-06-01,238.92999267578125
2021-06-02,240.47999572753903
2021-06-03,233.66000366210935
2021-06-04,228.7899932861328
2021-06-07,231.4499969482422
2021-06-08,220.66000366210935
2021-06-09,224.32000732421875
2021-06-10,221.8500061035156
2021-06-11,223.9199981689453
2021-06-14,239.1000061035156
2021-06-15,232.2100067138672
2021-06-16,228.0500030517578
2021-06-17,230.66000366210935
2021-06-18,229.2899932861328
2021-06-21,222.6000061035156
2021-06-22,222.47000122070312
2021-06-23,226.00999450683597
2021-06-24,229.92999267578125
2021-06-25,224.5399932861328
2021-06-28,246.69000244140625
2021-06-29,254.8999938964844
2021-06-30,253.3000030517578
2021-07-01,241.44000244140625
2021-07-02,240.72000122070312
2021-07-06,235.41000366210935
2021-07-07,251.97000122070312
2021-07-08,244.2899932861328
2021-07-09,253.8800048828125
2021-07-12,247.6699981689453
2021-07-13,243.30999755859372
2021-07-14,229.94000244140625
2021-07-15,224.6300048828125
2021-07-16,225.00999450683597
2021-07-19,220.6100006103516
2021-07-20,224.9600067138672
2021-07-21,230.8699951171875
2021-07-22,226.0800018310547
2021-07-23,224.9199981689453
2021-07-26,245.4499969482422
2021-07-27,235.0800018310547
2021-07-28,241.75
2021-07-29,235.77999877929688
2021-07-30,236.5800018310547
2021-08-02,235.3999938964844
2021-08-03,230.17999267578125
2021-08-04,244.3600006103516
2021-08-05,255.5
2021-08-06,258.260009765625
2021-08-09,280.4700012207031
2021-08-10,269.6700134277344
2021-08-11,278.3999938964844
2021-08-12,256.5
2021-08-13,261.25
2021-08-16,256.8299865722656
2021-08-17,250.8000030517578
2021-08-18,244.38999938964844
2021-08-19,248.2400054931641
2021-08-20,257.32000732421875
2021-08-23,256.0
2021-08-24,259.2799987792969
2021-08-25,256.7699890136719
2021-08-26,248.5399932861328
2021-08-27,259.1199951171875
2021-08-30,262.6600036621094
2021-08-31,259.0
2021-09-01,265.8999938964844
2021-09-02,268.17999267578125
2021-09-03,278.44000244140625
2021-09-07,266.8099975585937
2021-09-08,258.20001220703125
2021-09-09,256.4200134277344
2021-09-10,248.32000732421875
2021-09-13,242.83999633789065
2021-09-14,243.0
2021-09-15,247.07000732421875
2021-09-16,243.2100067138672
2021-09-17,245.19000244140625
2021-09-20,236.52999877929688
2021-09-21,238.4600067138672
2021-09-22,241.8500061035156
",
3126,US,technical,"From November 01, 2024 to November 29, 2024, what is Block's Maximum Drawdown? (Reported as a positive number; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.4768,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2024-11-01,72.1500015258789
2024-11-04,72.69000244140625
2024-11-05,72.37999725341797
2024-11-06,77.63999938964844
2024-11-07,75.2699966430664
2024-11-08,74.55999755859375
2024-11-11,83.4000015258789
2024-11-12,87.25
2024-11-13,85.81999969482422
2024-11-14,83.41999816894531
2024-11-15,84.30000305175781
2024-11-18,90.79000091552734
2024-11-19,92.41999816894533
2024-11-20,89.69999694824219
2024-11-21,92.6999969482422
2024-11-22,92.26000213623048
2024-11-25,90.75
2024-11-26,89.01000213623047
2024-11-27,88.77999877929688
2024-11-29,88.55000305175781
",
3127,US,technical,"What was Amazon's Maximum Drawdown during the period March 03, 2022 to August 31, 2022? (Reported as a positive number; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",39.5742,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2022-03-03,147.89849853515625
2022-03-04,145.64100646972656
2022-03-07,137.4530029296875
2022-03-08,136.01449584960938
2022-03-09,139.2790069580078
2022-03-10,146.8175048828125
2022-03-11,145.52450561523438
2022-03-14,141.85299682617188
2022-03-15,147.3665008544922
2022-03-16,153.10400390625
2022-03-17,157.23899841308594
2022-03-18,161.25050354003906
2022-03-21,161.4915008544922
2022-03-22,164.88900756835938
2022-03-23,163.4080047607422
2022-03-24,163.64950561523438
2022-03-25,164.77349853515625
2022-03-28,168.99049377441406
2022-03-29,169.31500244140625
2022-03-30,166.30099487304688
2022-03-31,162.99749755859375
2022-04-01,163.55999755859375
2022-04-04,168.34649658203125
2022-04-05,164.05499267578125
2022-04-06,158.75599670410156
2022-04-07,157.7845001220703
2022-04-08,154.4604949951172
2022-04-11,151.1219940185547
2022-04-12,150.78750610351562
2022-04-13,155.54100036621094
2022-04-14,151.7064971923828
2022-04-18,152.78500366210938
2022-04-19,158.11549377441406
2022-04-20,153.9980010986328
2022-04-21,148.29600524902344
2022-04-22,144.35000610351562
2022-04-25,146.07400512695312
2022-04-26,139.39100646972656
2022-04-27,138.16700744628906
2022-04-28,144.59649658203125
2022-04-29,124.28150177001952
2022-05-02,124.5
2022-05-03,124.25350189208984
2022-05-04,125.92849731445312
2022-05-05,116.40699768066406
2022-05-06,114.77249908447266
2022-05-09,108.78900146484376
2022-05-10,108.85900115966795
2022-05-11,105.37200164794922
2022-05-12,106.93049621582033
2022-05-13,113.05500030517578
2022-05-16,110.8105010986328
2022-05-17,115.36849975585938
2022-05-18,107.1125030517578
2022-05-19,107.31900024414062
2022-05-20,107.59100341796876
2022-05-23,107.55699920654295
2022-05-24,104.0999984741211
2022-05-25,106.7750015258789
2022-05-26,111.07749938964844
2022-05-27,115.14649963378906
2022-05-31,120.20950317382812
2022-06-01,121.68399810791016
2022-06-02,125.51100158691406
2022-06-03,122.3499984741211
2022-06-06,124.79000091552734
2022-06-07,123.0
2022-06-08,121.18000030517578
2022-06-09,116.1500015258789
2022-06-10,109.6500015258789
2022-06-13,103.66999816894533
2022-06-14,102.30999755859376
2022-06-15,107.66999816894533
2022-06-16,103.66000366210938
2022-06-17,106.22000122070312
2022-06-21,108.68000030517578
2022-06-22,108.9499969482422
2022-06-23,112.44000244140624
2022-06-24,116.45999908447266
2022-06-27,113.22000122070312
2022-06-28,107.4000015258789
2022-06-29,108.91999816894533
2022-06-30,106.20999908447266
2022-07-01,109.55999755859376
2022-07-05,113.5
2022-07-06,114.33000183105467
2022-07-07,116.33000183105467
2022-07-08,115.54000091552734
2022-07-11,111.75
2022-07-12,109.22000122070312
2022-07-13,110.4000015258789
2022-07-14,110.62999725341795
2022-07-15,113.5500030517578
2022-07-18,113.76000213623048
2022-07-19,118.20999908447266
2022-07-20,122.7699966430664
2022-07-21,124.62999725341795
2022-07-22,122.41999816894533
2022-07-25,121.13999938964844
2022-07-26,114.80999755859376
2022-07-27,120.97000122070312
2022-07-28,122.27999877929688
2022-07-29,134.9499969482422
2022-08-01,135.38999938964844
2022-08-02,134.16000366210938
2022-08-03,139.52000427246094
2022-08-04,142.57000732421875
2022-08-05,140.8000030517578
2022-08-08,139.41000366210938
2022-08-09,137.8300018310547
2022-08-10,142.69000244140625
2022-08-11,140.63999938964844
2022-08-12,143.5500030517578
2022-08-15,143.17999267578125
2022-08-16,144.77999877929688
2022-08-17,142.10000610351562
2022-08-18,142.3000030517578
2022-08-19,138.22999572753906
2022-08-22,133.22000122070312
2022-08-23,133.6199951171875
2022-08-24,133.8000030517578
2022-08-25,137.27999877929688
2022-08-26,130.75
2022-08-29,129.7899932861328
2022-08-30,128.72999572753906
2022-08-31,126.7699966430664
",
3128,US,technical,"For Maximum Drawdown, what is Salesforce's value from July 18, 2022 to September 25, 2022? (Reported as a positive number; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.1401,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2022-07-18,167.88999938964844
2022-07-19,173.80999755859375
2022-07-20,182.4499969482422
2022-07-21,185.3500061035156
2022-07-22,182.47000122070312
2022-07-25,177.2899932861328
2022-07-26,170.4600067138672
2022-07-27,180.3000030517578
2022-07-28,181.2899932861328
2022-07-29,184.0200042724609
2022-08-01,182.97999572753903
2022-08-02,183.7899932861328
2022-08-03,189.6499938964844
2022-08-04,191.2700042724609
2022-08-05,190.1699981689453
2022-08-08,189.75
2022-08-09,182.2400054931641
2022-08-10,188.6100006103516
2022-08-11,186.72999572753903
2022-08-12,189.88999938964844
2022-08-15,191.05999755859372
2022-08-16,189.58999633789065
2022-08-17,187.9600067138672
2022-08-18,187.92999267578125
2022-08-19,183.7700042724609
2022-08-22,176.97999572753906
2022-08-23,176.0
2022-08-24,180.00999450683594
2022-08-25,173.91000366210938
2022-08-26,165.22999572753906
2022-08-29,160.2100067138672
2022-08-30,159.6699981689453
2022-08-31,156.1199951171875
2022-09-01,153.52999877929688
2022-09-02,153.69000244140625
2022-09-06,151.72000122070312
2022-09-07,153.27999877929688
2022-09-08,156.89999389648438
2022-09-09,162.58999633789062
2022-09-12,165.6300048828125
2022-09-13,158.10000610351562
2022-09-14,160.27999877929688
2022-09-15,154.77999877929688
2022-09-16,151.50999450683594
2022-09-19,152.8300018310547
2022-09-20,149.8000030517578
2022-09-21,147.6300048828125
2022-09-22,150.14999389648438
2022-09-23,147.00999450683594
",
3129,US,technical,"Calculate Monster Beverage's Maximum Drawdown from April 11, 2021 to July 29, 2021. (Reported as a positive number; unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.3332,easy,risk,MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%,"date,close
2021-04-12,47.709999084472656
2021-04-13,47.94499969482422
2021-04-14,47.400001525878906
2021-04-15,47.97499847412109
2021-04-16,49.084999084472656
2021-04-19,48.93000030517578
2021-04-20,48.70000076293945
2021-04-21,48.994998931884766
2021-04-22,48.755001068115234
2021-04-23,49.34000015258789
2021-04-26,48.56999969482422
2021-04-27,48.5099983215332
2021-04-28,48.23500061035156
2021-04-29,48.970001220703125
2021-04-30,48.525001525878906
2021-05-03,48.80500030517578
2021-05-04,47.970001220703125
2021-05-05,47.22499847412109
2021-05-06,47.5099983215332
2021-05-07,45.625
2021-05-10,45.79999923706055
2021-05-11,45.77000045776367
2021-05-12,44.89500045776367
2021-05-13,44.73500061035156
2021-05-14,46.06999969482422
2021-05-17,45.67499923706055
2021-05-18,45.40499877929688
2021-05-19,45.3650016784668
2021-05-20,46.25
2021-05-21,46.005001068115234
2021-05-24,46.6150016784668
2021-05-25,46.51499938964844
2021-05-26,46.70500183105469
2021-05-27,46.65499877929688
2021-05-28,47.1349983215332
2021-06-01,46.79499816894531
2021-06-02,47.415000915527344
2021-06-03,47.525001525878906
2021-06-04,47.685001373291016
2021-06-07,47.150001525878906
2021-06-08,47.08000183105469
2021-06-09,46.619998931884766
2021-06-10,46.8849983215332
2021-06-11,46.75
2021-06-14,46.70000076293945
2021-06-15,46.095001220703125
2021-06-16,45.7599983215332
2021-06-17,46.28499984741211
2021-06-18,45.880001068115234
2021-06-21,46.02000045776367
2021-06-22,45.88999938964844
2021-06-23,45.15499877929688
2021-06-24,45.06999969482422
2021-06-25,46.060001373291016
2021-06-28,45.72999954223633
2021-06-29,45.77999877929688
2021-06-30,45.67499923706055
2021-07-01,45.57500076293945
2021-07-02,45.43000030517578
2021-07-06,45.30500030517578
2021-07-07,45.41999816894531
2021-07-08,44.91999816894531
2021-07-09,45.119998931884766
2021-07-12,45.584999084472656
2021-07-13,46.0099983215332
2021-07-14,46.5
2021-07-15,46.810001373291016
2021-07-16,46.53499984741211
2021-07-19,46.125
2021-07-20,46.85499954223633
2021-07-21,46.67499923706055
2021-07-22,46.685001373291016
2021-07-23,48.14500045776367
2021-07-26,48.0
2021-07-27,47.59000015258789
2021-07-28,47.025001525878906
2021-07-29,47.290000915527344
",
3130,US,technical,"What is the value of Tracking Error for JPMorgan Chase from December 27, 2021 to September 09, 2022? (Annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2161,easy,risk,TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2021-12-23,157.25999450683594,4725.7900390625
2021-12-27,158.16000366210938,4791.18994140625
2021-12-28,158.63999938964844,4786.35009765625
2021-12-29,158.55999755859375,4793.06005859375
2021-12-30,158.47999572753906,4778.72998046875
2021-12-31,158.35000610351562,4766.18017578125
2022-01-03,161.6999969482422,4796.56005859375
2022-01-04,167.8300018310547,4793.5400390625
2022-01-05,163.77999877929688,4700.580078125
2022-01-06,165.52000427246094,4696.0498046875
2022-01-07,167.16000366210938,4677.02978515625
2022-01-10,167.32000732421875,4670.2900390625
2022-01-11,167.49000549316406,4713.06982421875
2022-01-12,168.44000244140625,4726.35009765625
2022-01-13,168.22999572753906,4659.02978515625
2022-01-14,157.88999938964844,4662.85009765625
2022-01-18,151.27000427246094,4577.10986328125
2022-01-19,148.92999267578125,4532.759765625
2022-01-20,147.66000366210938,4482.72998046875
2022-01-21,145.0800018310547,4397.93994140625
2022-01-24,144.9499969482422,4410.1298828125
2022-01-25,146.52999877929688,4356.4501953125
2022-01-26,147.9199981689453,4349.93017578125
2022-01-27,145.30999755859375,4326.509765625
2022-01-28,146.61000061035156,4431.85009765625
2022-01-31,148.60000610351562,4515.5498046875
2022-02-01,151.14999389648438,4546.5400390625
2022-02-02,149.94000244140625,4589.3798828125
2022-02-03,148.6999969482422,4477.43994140625
2022-02-04,152.55999755859375,4500.52978515625
2022-02-07,153.07000732421875,4483.8701171875
2022-02-08,155.9499969482422,4521.5400390625
2022-02-09,156.60000610351562,4587.18017578125
2022-02-10,155.9499969482422,4504.080078125
2022-02-11,153.9199981689453,4418.64013671875
2022-02-14,152.49000549316406,4401.669921875
2022-02-15,154.72000122070312,4471.06982421875
2022-02-16,155.0,4475.009765625
2022-02-17,151.42999267578125,4380.259765625
2022-02-18,152.13999938964844,4348.8701171875
2022-02-22,151.8699951171875,4304.759765625
2022-02-23,148.69000244140625,4225.5
2022-02-24,144.5500030517578,4288.7001953125
2022-02-25,147.97000122070312,4384.64990234375
2022-02-28,141.8000030517578,4373.93994140625
2022-03-01,136.4499969482422,4306.259765625
2022-03-02,139.27999877929688,4386.5400390625
2022-03-03,138.2899932861328,4363.490234375
2022-03-04,134.39999389648438,4328.8701171875
2022-03-07,129.2100067138672,4201.08984375
2022-03-08,128.3000030517578,4170.7001953125
2022-03-09,133.44000244140625,4277.8798828125
2022-03-10,131.86000061035156,4259.52001953125
2022-03-11,128.88999938964844,4204.31005859375
2022-03-14,130.1699981689453,4173.10986328125
2022-03-15,132.47999572753906,4262.4501953125
2022-03-16,138.39999389648438,4357.85986328125
2022-03-17,140.14999389648438,4411.669921875
2022-03-18,140.10000610351562,4463.1201171875
2022-03-21,139.64999389648438,4461.18017578125
2022-03-22,142.6199951171875,4511.60986328125
2022-03-23,139.77999877929688,4456.240234375
2022-03-24,140.69000244140625,4520.16015625
2022-03-25,141.9199981689453,4543.06005859375
2022-03-28,140.8699951171875,4575.52001953125
2022-03-29,141.17999267578125,4631.60009765625
2022-03-30,140.5399932861328,4602.4501953125
2022-03-31,136.32000732421875,4530.41015625
2022-04-01,135.30999755859375,4545.85986328125
2022-04-04,135.91000366210938,4582.64013671875
2022-04-05,133.33999633789062,4525.1201171875
2022-04-06,131.49000549316406,4481.14990234375
2022-04-07,131.08999633789062,4500.2099609375
2022-04-08,133.49000549316406,4488.27978515625
2022-04-11,133.0,4412.52978515625
2022-04-12,131.5399932861328,4397.4501953125
2022-04-13,127.3000030517578,4446.58984375
2022-04-14,126.12000274658205,4392.58984375
2022-04-18,128.4600067138672,4391.68994140625
2022-04-19,131.1199951171875,4462.2099609375
2022-04-20,131.5800018310547,4459.4501953125
2022-04-21,130.55999755859375,4393.66015625
2022-04-22,126.80999755859376,4271.77978515625
2022-04-25,126.7699966430664,4296.1201171875
2022-04-26,123.0199966430664,4175.2001953125
2022-04-27,121.41999816894533,4183.9599609375
2022-04-28,123.33999633789062,4287.5
2022-04-29,119.36000061035156,4131.93017578125
2022-05-02,120.4499969482422,4155.3798828125
2022-05-03,123.02999877929688,4175.47998046875
2022-05-04,127.0999984741211,4300.169921875
2022-05-05,123.91999816894533,4146.8701171875
2022-05-06,123.72000122070312,4123.33984375
2022-05-09,121.86000061035156,3991.239990234375
2022-05-10,118.88999938964844,4001.050048828125
2022-05-11,118.13999938964844,3935.179931640625
2022-05-12,118.04000091552734,3930.080078125
2022-05-13,119.08999633789062,4023.889892578125
2022-05-16,118.26000213623048,4008.010009765625
2022-05-17,122.18000030517578,4088.85009765625
2022-05-18,120.08999633789062,3923.679931640625
2022-05-19,118.30999755859376,3900.7900390625
2022-05-20,117.33999633789062,3901.360107421875
2022-05-23,124.5999984741211,3973.75
2022-05-24,126.36000061035156,3941.47998046875
2022-05-25,127.23999786376952,3978.72998046875
2022-05-26,129.44000244140625,4057.840087890625
2022-05-27,131.27000427246094,4158.240234375
2022-05-31,132.22999572753906,4132.14990234375
2022-06-01,129.91000366210938,4101.22998046875
2022-06-02,132.0,4176.81982421875
2022-06-03,130.16000366210938,4108.5400390625
2022-06-06,129.72999572753906,4121.43017578125
2022-06-07,130.07000732421875,4160.68017578125
2022-06-08,128.0,4115.77001953125
2022-06-09,125.30999755859376,4017.820068359375
2022-06-10,119.5500030517578,3900.860107421875
2022-06-13,115.98999786376952,3749.6298828125
2022-06-14,114.05999755859376,3735.47998046875
2022-06-15,115.41000366210938,3789.989990234375
2022-06-16,113.43000030517578,3666.77001953125
2022-06-17,113.02999877929688,3674.840087890625
2022-06-21,115.83000183105467,3764.7900390625
2022-06-22,115.18000030517578,3759.889892578125
2022-06-23,113.91999816894533,3795.72998046875
2022-06-24,117.31999969482422,3911.739990234375
2022-06-27,116.37999725341795,3900.110107421875
2022-06-28,115.81999969482422,3821.550048828125
2022-06-29,115.3000030517578,3818.830078125
2022-06-30,112.61000061035156,3785.3798828125
2022-07-01,114.0500030517578,3825.330078125
2022-07-05,112.62000274658205,3831.389892578125
2022-07-06,111.88999938964844,3845.080078125
2022-07-07,114.72000122070312,3902.6201171875
2022-07-08,114.36000061035156,3899.3798828125
2022-07-11,112.86000061035156,3854.429931640625
2022-07-12,112.97000122070312,3818.800048828125
2022-07-13,111.91000366210938,3801.780029296875
2022-07-14,108.0,3790.3798828125
2022-07-15,112.9499969482422,3863.159912109375
2022-07-18,111.79000091552734,3830.85009765625
2022-07-19,114.55999755859376,3936.68994140625
2022-07-20,114.54000091552734,3959.89990234375
2022-07-21,115.31999969482422,3998.949951171875
2022-07-22,114.76000213623048,3961.6298828125
2022-07-25,115.22000122070312,3966.840087890625
2022-07-26,113.41999816894533,3921.050048828125
2022-07-27,115.23999786376952,4023.610107421875
2022-07-28,114.80999755859376,4072.429931640625
2022-07-29,115.36000061035156,4130.2900390625
2022-08-01,114.20999908447266,4118.6298828125
2022-08-02,112.43000030517578,4091.18994140625
2022-08-03,113.61000061035156,4155.169921875
2022-08-04,112.36000061035156,4151.93994140625
2022-08-05,115.76000213623048,4145.18994140625
2022-08-08,114.3499984741211,4140.06005859375
2022-08-09,115.37999725341795,4122.47021484375
2022-08-10,118.38999938964844,4210.240234375
2022-08-11,120.13999938964844,4207.27001953125
2022-08-12,122.12999725341795,4280.14990234375
2022-08-15,122.45999908447266,4297.14013671875
2022-08-16,123.62999725341795,4305.2001953125
2022-08-17,122.58999633789062,4274.0400390625
2022-08-18,121.63999938964844,4283.740234375
2022-08-19,118.62999725341795,4228.47998046875
2022-08-22,116.66999816894533,4137.990234375
2022-08-23,115.5199966430664,4128.72998046875
2022-08-24,115.8000030517578,4140.77001953125
2022-08-25,118.5500030517578,4199.1201171875
2022-08-26,114.66999816894533,4057.659912109375
2022-08-29,114.38999938964844,4030.610107421875
2022-08-30,114.41000366210938,3986.159912109375
2022-08-31,113.7300033569336,3955.0
2022-09-01,114.51000213623048,3966.85009765625
2022-09-02,113.70999908447266,3924.260009765625
2022-09-06,113.73999786376952,3908.18994140625
2022-09-07,115.9000015258789,3979.8701171875
2022-09-08,118.5999984741211,4006.179931640625
2022-09-09,119.16999816894533,4067.360107421875
",
3131,US,technical,"From August 05, 2020 to June 29, 2021, what is F5's Tracking Error? (Annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2505,easy,risk,TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2020-08-04,140.67999267578125,3306.510009765625
2020-08-05,140.7899932861328,3327.77001953125
2020-08-06,141.33999633789062,3349.159912109375
2020-08-07,140.5800018310547,3351.280029296875
2020-08-10,139.6199951171875,3360.469970703125
2020-08-11,137.75,3333.68994140625
2020-08-12,138.2899932861328,3380.35009765625
2020-08-13,136.88999938964844,3373.429931640625
2020-08-14,136.0500030517578,3372.85009765625
2020-08-17,134.80999755859375,3381.989990234375
2020-08-18,134.52999877929688,3389.780029296875
2020-08-19,134.67999267578125,3374.85009765625
2020-08-20,134.33999633789062,3385.510009765625
2020-08-21,135.32000732421875,3397.159912109375
2020-08-24,136.19000244140625,3431.280029296875
2020-08-25,133.75,3443.6201171875
2020-08-26,133.80999755859375,3478.72998046875
2020-08-27,128.75999450683594,3484.550048828125
2020-08-28,130.27000427246094,3508.010009765625
2020-08-31,132.3300018310547,3500.31005859375
2020-09-01,131.10000610351562,3526.64990234375
2020-09-02,132.61000061035156,3580.840087890625
2020-09-03,128.67999267578125,3455.06005859375
2020-09-04,127.13999938964844,3426.9599609375
2020-09-08,122.13999938964844,3331.840087890625
2020-09-09,123.3000030517578,3398.9599609375
2020-09-10,120.04000091552734,3339.18994140625
2020-09-11,119.98999786376952,3340.969970703125
2020-09-14,121.63999938964844,3383.5400390625
2020-09-15,121.48999786376952,3401.199951171875
2020-09-16,123.52999877929688,3385.489990234375
2020-09-17,123.26000213623048,3357.010009765625
2020-09-18,120.83999633789062,3319.469970703125
2020-09-21,117.7699966430664,3281.06005859375
2020-09-22,120.3499984741211,3315.570068359375
2020-09-23,118.87000274658205,3236.919921875
2020-09-24,118.91000366210938,3246.590087890625
2020-09-25,119.98999786376952,3298.4599609375
2020-09-28,123.37000274658205,3351.60009765625
2020-09-29,124.01000213623048,3335.469970703125
2020-09-30,122.7699966430664,3363.0
2020-10-01,123.06999969482422,3380.800048828125
2020-10-02,122.5,3348.419921875
2020-10-05,125.37000274658205,3408.60009765625
2020-10-06,125.41999816894533,3360.969970703125
2020-10-07,127.62999725341795,3419.43994140625
2020-10-08,128.05999755859375,3446.830078125
2020-10-09,127.55999755859376,3477.139892578125
2020-10-12,128.75,3534.219970703125
2020-10-13,126.52999877929688,3511.929931640625
2020-10-14,129.11000061035156,3488.669921875
2020-10-15,132.27000427246094,3483.340087890625
2020-10-16,132.6999969482422,3483.81005859375
2020-10-19,132.27999877929688,3426.919921875
2020-10-20,129.27000427246094,3443.1201171875
2020-10-21,127.43000030517578,3435.56005859375
2020-10-22,127.33000183105467,3453.489990234375
2020-10-23,128.36000061035156,3465.389892578125
2020-10-26,125.56999969482422,3400.969970703125
2020-10-27,136.25999450683594,3390.679931640625
2020-10-28,134.22000122070312,3271.030029296875
2020-10-29,133.57000732421875,3310.110107421875
2020-10-30,132.94000244140625,3269.9599609375
2020-11-02,131.22999572753906,3310.239990234375
2020-11-03,135.92999267578125,3369.159912109375
2020-11-04,134.0,3443.43994140625
2020-11-05,140.85000610351562,3510.449951171875
2020-11-06,144.3699951171875,3509.43994140625
2020-11-09,154.97000122070312,3550.5
2020-11-10,157.91000366210938,3545.530029296875
2020-11-11,159.66000366210938,3572.659912109375
2020-11-12,157.1199951171875,3537.010009765625
2020-11-13,159.4600067138672,3585.14990234375
2020-11-16,162.99000549316406,3626.909912109375
2020-11-17,162.08999633789062,3609.530029296875
2020-11-18,155.42999267578125,3567.7900390625
2020-11-19,160.1999969482422,3581.8701171875
2020-11-20,161.11000061035156,3557.5400390625
2020-11-23,162.1999969482422,3577.590087890625
2020-11-24,164.83999633789062,3635.409912109375
2020-11-25,164.75,3629.64990234375
2020-11-27,164.5500030517578,3638.35009765625
2020-11-30,162.80999755859375,3621.6298828125
2020-12-01,163.94000244140625,3662.449951171875
2020-12-02,164.25999450683594,3669.010009765625
2020-12-03,162.5500030517578,3666.719970703125
2020-12-04,166.07000732421875,3699.1201171875
2020-12-07,168.57000732421875,3691.9599609375
2020-12-08,170.0,3702.25
2020-12-09,170.5800018310547,3672.820068359375
2020-12-10,171.41000366210938,3668.10009765625
2020-12-11,172.38999938964844,3663.4599609375
2020-12-14,171.1999969482422,3647.489990234375
2020-12-15,174.5500030517578,3694.6201171875
2020-12-16,173.25999450683594,3701.169921875
2020-12-17,174.5,3722.47998046875
2020-12-18,175.22999572753906,3709.409912109375
2020-12-21,174.2899932861328,3694.919921875
2020-12-22,175.63999938964844,3687.260009765625
2020-12-23,175.86000061035156,3690.010009765625
2020-12-24,175.61000061035156,3703.06005859375
2020-12-28,176.44000244140625,3735.360107421875
2020-12-29,175.08999633789062,3727.0400390625
2020-12-30,175.66000366210938,3732.0400390625
2020-12-31,175.94000244140625,3756.070068359375
2021-01-04,175.85000610351562,3700.64990234375
2021-01-05,177.25,3726.860107421875
2021-01-06,178.5800018310547,3748.139892578125
2021-01-07,180.10000610351562,3803.7900390625
2021-01-08,191.2400054931641,3824.679931640625
2021-01-11,190.3500061035156,3799.610107421875
2021-01-12,192.97000122070312,3801.18994140625
2021-01-13,191.7100067138672,3809.840087890625
2021-01-14,193.42999267578125,3795.5400390625
2021-01-15,195.1000061035156,3768.25
2021-01-19,196.8000030517578,3798.909912109375
2021-01-20,198.6499938964844,3851.85009765625
2021-01-21,201.0,3853.070068359375
2021-01-22,204.32000732421875,3841.469970703125
2021-01-25,207.25,3855.360107421875
2021-01-26,208.55999755859372,3849.6201171875
2021-01-27,201.22000122070312,3750.77001953125
2021-01-28,201.3500061035156,3787.3798828125
2021-01-29,195.9499969482422,3714.239990234375
2021-02-01,196.3500061035156,3773.860107421875
2021-02-02,194.19000244140625,3826.31005859375
2021-02-03,194.91000366210935,3830.169921875
2021-02-04,199.0800018310547,3871.739990234375
2021-02-05,199.13999938964844,3886.830078125
2021-02-08,205.7899932861328,3915.590087890625
2021-02-09,205.33999633789065,3911.22998046875
2021-02-10,206.75,3909.8798828125
2021-02-11,206.2700042724609,3916.3798828125
2021-02-12,210.6199951171875,3934.830078125
2021-02-16,208.3500061035156,3932.590087890625
2021-02-17,204.13999938964844,3931.330078125
2021-02-18,199.02999877929688,3913.969970703125
2021-02-19,198.80999755859372,3906.7099609375
2021-02-22,192.7899932861328,3876.5
2021-02-23,186.7700042724609,3881.3701171875
2021-02-24,189.5,3925.429931640625
2021-02-25,190.0399932861328,3829.340087890625
2021-02-26,189.97999572753903,3811.14990234375
2021-03-01,194.1199951171875,3901.820068359375
2021-03-02,192.16000366210935,3870.2900390625
2021-03-03,188.3699951171875,3819.719970703125
2021-03-04,186.02999877929688,3768.469970703125
2021-03-05,190.44000244140625,3841.93994140625
2021-03-08,188.2400054931641,3821.35009765625
2021-03-09,192.94000244140625,3875.43994140625
2021-03-10,191.6999969482422,3898.81005859375
2021-03-11,195.0800018310547,3939.340087890625
2021-03-12,196.17999267578125,3943.340087890625
2021-03-15,198.6999969482422,3968.93994140625
2021-03-16,201.05999755859372,3962.7099609375
2021-03-17,201.3800048828125,3974.1201171875
2021-03-18,200.2899932861328,3915.4599609375
2021-03-19,200.25,3913.10009765625
2021-03-22,202.94000244140625,3940.590087890625
2021-03-23,201.33999633789065,3910.52001953125
2021-03-24,197.7100067138672,3889.139892578125
2021-03-25,201.3000030517578,3909.52001953125
2021-03-26,210.44000244140625,3974.5400390625
2021-03-29,208.77999877929688,3971.090087890625
2021-03-30,207.6300048828125,3958.550048828125
2021-03-31,208.6199951171875,3972.889892578125
2021-04-01,211.1100006103516,4019.8701171875
2021-04-05,215.27999877929688,4077.909912109375
2021-04-06,215.3500061035156,4073.93994140625
2021-04-07,210.8999938964844,4079.949951171875
2021-04-08,211.5500030517578,4097.169921875
2021-04-09,210.4199981689453,4128.7998046875
2021-04-12,207.1999969482422,4127.990234375
2021-04-13,207.0,4141.58984375
2021-04-14,209.32000732421875,4124.66015625
2021-04-15,209.57000732421875,4170.419921875
2021-04-16,209.7700042724609,4185.47021484375
2021-04-19,208.4900054931641,4163.259765625
2021-04-20,207.00999450683597,4134.93994140625
2021-04-21,209.5,4173.419921875
2021-04-22,208.4600067138672,4134.97998046875
2021-04-23,209.63999938964844,4180.169921875
2021-04-26,210.7400054931641,4187.6201171875
2021-04-27,205.33999633789065,4186.72021484375
2021-04-28,186.6999969482422,4183.18017578125
2021-04-29,190.55999755859372,4211.47021484375
2021-04-30,186.75999450683597,4181.169921875
2021-05-03,183.6999969482422,4192.66015625
2021-05-04,181.22999572753903,4164.66015625
2021-05-05,180.7100067138672,4167.58984375
2021-05-06,182.08999633789065,4201.6201171875
2021-05-07,184.27999877929688,4232.60009765625
2021-05-10,182.72000122070312,4188.43017578125
2021-05-11,182.6000061035156,4152.10009765625
2021-05-12,174.9600067138672,4063.0400390625
2021-05-13,179.32000732421875,4112.5
2021-05-14,181.2700042724609,4173.85009765625
2021-05-17,180.6499938964844,4163.2900390625
2021-05-18,180.63999938964844,4127.830078125
2021-05-19,180.55999755859372,4115.68017578125
2021-05-20,185.05999755859372,4159.1201171875
2021-05-21,183.8999938964844,4155.85986328125
2021-05-24,185.5200042724609,4197.0498046875
2021-05-25,185.05999755859372,4188.1298828125
2021-05-26,185.07000732421875,4195.990234375
2021-05-27,187.1999969482422,4200.8798828125
2021-05-28,185.42999267578125,4204.10986328125
2021-06-01,179.1999969482422,4202.0400390625
2021-06-02,181.6300048828125,4208.1201171875
2021-06-03,184.05999755859372,4192.85009765625
2021-06-04,188.75999450683597,4229.89013671875
2021-06-07,187.30999755859372,4226.52001953125
2021-06-08,188.6199951171875,4227.259765625
2021-06-09,187.7400054931641,4219.5498046875
2021-06-10,194.2899932861328,4239.18017578125
2021-06-11,192.7400054931641,4247.43994140625
2021-06-14,191.72999572753903,4255.14990234375
2021-06-15,189.38999938964844,4246.58984375
2021-06-16,188.13999938964844,4223.7001953125
2021-06-17,187.88999938964844,4221.85986328125
2021-06-18,183.50999450683597,4166.4501953125
2021-06-21,185.47999572753903,4224.7900390625
2021-06-22,185.16000366210935,4246.43994140625
2021-06-23,184.25,4241.83984375
2021-06-24,187.47000122070312,4266.490234375
2021-06-25,189.75999450683597,4280.7001953125
2021-06-28,190.5500030517578,4290.60986328125
2021-06-29,190.4499969482422,4291.7998046875
",
3132,US,technical,"What was T. Rowe Price's Tracking Error during the period June 23, 2019 to March 29, 2020? (Annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2441,easy,risk,TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2019-06-21,108.31999969482422,2950.4599609375
2019-06-24,107.05999755859376,2945.35009765625
2019-06-25,105.91999816894533,2917.3798828125
2019-06-26,106.88999938964844,2913.780029296875
2019-06-27,108.54000091552734,2924.919921875
2019-06-28,109.70999908447266,2941.760009765625
2019-07-01,109.0500030517578,2964.330078125
2019-07-02,108.5999984741211,2973.010009765625
2019-07-03,109.70999908447266,2995.820068359375
2019-07-05,110.41999816894533,2990.409912109375
2019-07-08,108.95999908447266,2975.949951171875
2019-07-09,109.81999969482422,2979.6298828125
2019-07-10,109.4499969482422,2993.070068359375
2019-07-11,109.31999969482422,2999.909912109375
2019-07-12,110.61000061035156,3013.77001953125
2019-07-15,110.37999725341795,3014.300048828125
2019-07-16,110.36000061035156,3004.0400390625
2019-07-17,108.87999725341795,2984.419921875
2019-07-18,109.62999725341795,2995.110107421875
2019-07-19,108.47000122070312,2976.610107421875
2019-07-22,108.87000274658205,2985.030029296875
2019-07-23,110.52999877929688,3005.469970703125
2019-07-24,113.2699966430664,3019.56005859375
2019-07-25,113.91999816894533,3003.669921875
2019-07-26,115.1999969482422,3025.860107421875
2019-07-29,114.95999908447266,3020.969970703125
2019-07-30,115.36000061035156,3013.179931640625
2019-07-31,113.38999938964844,2980.3798828125
2019-08-01,110.47000122070312,2953.56005859375
2019-08-02,110.0500030517578,2932.050048828125
2019-08-05,105.70999908447266,2844.739990234375
2019-08-06,107.26000213623048,2881.77001953125
2019-08-07,107.04000091552734,2883.97998046875
2019-08-08,110.25,2938.090087890625
2019-08-09,108.6500015258789,2918.64990234375
2019-08-12,106.61000061035156,2882.699951171875
2019-08-13,108.55999755859376,2926.320068359375
2019-08-14,105.36000061035156,2840.60009765625
2019-08-15,105.45999908447266,2847.60009765625
2019-08-16,107.37000274658205,2888.679931640625
2019-08-19,109.62000274658205,2923.64990234375
2019-08-20,107.81999969482422,2900.510009765625
2019-08-21,108.7699966430664,2924.429931640625
2019-08-22,109.18000030517578,2922.949951171875
2019-08-23,105.61000061035156,2847.110107421875
2019-08-26,106.66000366210938,2878.3798828125
2019-08-27,107.08000183105467,2869.159912109375
2019-08-28,107.7699966430664,2887.93994140625
2019-08-29,109.98999786376952,2924.580078125
2019-08-30,110.62000274658205,2926.4599609375
2019-09-03,109.75,2906.27001953125
2019-09-04,110.9800033569336,2937.780029296875
2019-09-05,115.0500030517578,2976.0
2019-09-06,115.62000274658205,2978.7099609375
2019-09-09,117.72000122070312,2978.429931640625
2019-09-10,117.8499984741211,2979.389892578125
2019-09-11,120.08999633789062,3000.929931640625
2019-09-12,118.12000274658205,3009.570068359375
2019-09-13,118.94000244140624,3007.389892578125
2019-09-16,116.8499984741211,2997.9599609375
2019-09-17,117.94000244140624,3005.699951171875
2019-09-18,117.11000061035156,3006.72998046875
2019-09-19,116.0,3006.7900390625
2019-09-20,114.33999633789062,2992.070068359375
2019-09-23,114.83999633789062,2991.780029296875
2019-09-24,114.2699966430664,2966.60009765625
2019-09-25,114.31999969482422,2984.8701171875
2019-09-26,112.02999877929688,2977.6201171875
2019-09-27,113.02999877929688,2961.7900390625
2019-09-30,114.25,2976.739990234375
2019-10-01,111.41000366210938,2940.25
2019-10-02,109.0500030517578,2887.610107421875
2019-10-03,109.52999877929688,2910.6298828125
2019-10-04,110.9800033569336,2952.010009765625
2019-10-07,109.93000030517578,2938.7900390625
2019-10-08,107.73999786376952,2893.06005859375
2019-10-09,108.05999755859376,2919.39990234375
2019-10-10,108.51000213623048,2938.1298828125
2019-10-11,110.94000244140624,2970.27001953125
2019-10-14,110.31999969482422,2966.14990234375
2019-10-15,111.37999725341795,2995.679931640625
2019-10-16,111.06999969482422,2989.68994140625
2019-10-17,110.25,2997.949951171875
2019-10-18,109.41000366210938,2986.199951171875
2019-10-21,110.94000244140624,3006.719970703125
2019-10-22,108.19000244140624,2995.989990234375
2019-10-23,108.37999725341795,3004.52001953125
2019-10-24,113.3499984741211,3010.2900390625
2019-10-25,113.70999908447266,3022.550048828125
2019-10-28,117.08000183105467,3039.419921875
2019-10-29,117.76000213623048,3036.889892578125
2019-10-30,117.56999969482422,3046.77001953125
2019-10-31,115.8000030517578,3037.56005859375
2019-11-01,116.97000122070312,3066.909912109375
2019-11-04,118.52999877929688,3078.27001953125
2019-11-05,119.12999725341795,3074.6201171875
2019-11-06,120.05999755859376,3076.780029296875
2019-11-07,120.37999725341795,3085.179931640625
2019-11-08,119.58000183105467,3093.080078125
2019-11-11,120.41999816894533,3087.010009765625
2019-11-12,121.2300033569336,3091.840087890625
2019-11-13,120.58999633789062,3094.0400390625
2019-11-14,120.91000366210938,3096.6298828125
2019-11-15,121.45999908447266,3120.4599609375
2019-11-18,121.36000061035156,3122.030029296875
2019-11-19,121.97000122070312,3120.179931640625
2019-11-20,120.93000030517578,3108.4599609375
2019-11-21,120.02999877929688,3103.5400390625
2019-11-22,121.0199966430664,3110.2900390625
2019-11-25,122.58000183105467,3133.639892578125
2019-11-26,122.83000183105467,3140.52001953125
2019-11-27,123.70999908447266,3153.6298828125
2019-11-29,123.55999755859376,3140.97998046875
2019-12-02,122.26000213623048,3113.8701171875
2019-12-03,120.79000091552734,3093.199951171875
2019-12-04,121.72000122070312,3112.760009765625
2019-12-05,123.0,3117.429931640625
2019-12-06,123.9000015258789,3145.909912109375
2019-12-09,124.5,3135.9599609375
2019-12-10,122.3499984741211,3132.52001953125
2019-12-11,123.61000061035156,3141.6298828125
2019-12-12,125.3499984741211,3168.570068359375
2019-12-13,123.22000122070312,3168.800048828125
2019-12-16,123.23999786376952,3191.449951171875
2019-12-17,123.0199966430664,3192.52001953125
2019-12-18,122.4000015258789,3191.139892578125
2019-12-19,122.5199966430664,3205.3701171875
2019-12-20,122.54000091552734,3221.219970703125
2019-12-23,121.62000274658205,3224.010009765625
2019-12-24,122.1999969482422,3223.3798828125
2019-12-26,122.87000274658205,3239.909912109375
2019-12-27,122.81999969482422,3240.02001953125
2019-12-30,121.80999755859376,3221.2900390625
2019-12-31,121.83999633789062,3230.780029296875
2020-01-02,125.16000366210938,3257.85009765625
2020-01-03,124.75,3234.85009765625
2020-01-06,125.5199966430664,3246.280029296875
2020-01-07,126.0199966430664,3237.179931640625
2020-01-08,127.22000122070312,3253.050048828125
2020-01-09,128.27999877929688,3274.699951171875
2020-01-10,127.45999908447266,3265.35009765625
2020-01-13,131.02999877929688,3288.1298828125
2020-01-14,129.72999572753906,3283.14990234375
2020-01-15,130.14999389648438,3289.2900390625
2020-01-16,132.02000427246094,3316.81005859375
2020-01-17,132.25999450683594,3329.6201171875
2020-01-21,132.3000030517578,3320.7900390625
2020-01-22,132.58999633789062,3321.75
2020-01-23,133.2100067138672,3325.5400390625
2020-01-24,131.17999267578125,3295.469970703125
2020-01-27,128.5399932861328,3243.6298828125
2020-01-28,131.3000030517578,3276.239990234375
2020-01-29,136.1199951171875,3273.39990234375
2020-01-30,136.57000732421875,3283.659912109375
2020-01-31,133.52999877929688,3225.52001953125
2020-02-03,134.52000427246094,3248.919921875
2020-02-04,136.80999755859375,3297.590087890625
2020-02-05,137.94000244140625,3334.68994140625
2020-02-06,137.77000427246094,3345.780029296875
2020-02-07,138.24000549316406,3327.7099609375
2020-02-10,138.47999572753906,3352.090087890625
2020-02-11,138.61000061035156,3357.75
2020-02-12,138.47999572753906,3379.449951171875
2020-02-13,136.4199981689453,3373.93994140625
2020-02-14,137.38999938964844,3380.159912109375
2020-02-18,137.77999877929688,3370.2900390625
2020-02-19,139.05999755859375,3386.14990234375
2020-02-20,137.74000549316406,3373.22998046875
2020-02-21,136.27000427246094,3337.75
2020-02-24,131.75,3225.889892578125
2020-02-25,126.54000091552734,3128.2099609375
2020-02-26,126.61000061035156,3116.389892578125
2020-02-27,119.83999633789062,2978.760009765625
2020-02-28,118.01000213623048,2954.219970703125
2020-03-02,125.4800033569336,3090.22998046875
2020-03-03,123.48999786376952,3003.3701171875
2020-03-04,128.75999450683594,3130.1201171875
2020-03-05,122.01000213623048,3023.93994140625
2020-03-06,116.75,2972.3701171875
2020-03-09,103.63999938964844,2746.56005859375
2020-03-10,112.79000091552734,2882.22998046875
2020-03-11,105.5199966430664,2741.3798828125
2020-03-12,91.7300033569336,2480.639892578125
2020-03-13,107.33000183105467,2711.02001953125
2020-03-16,97.5500030517578,2386.1298828125
2020-03-17,108.11000061035156,2529.18994140625
2020-03-18,108.41000366210938,2398.10009765625
2020-03-19,102.61000061035156,2409.389892578125
2020-03-20,90.33999633789062,2304.919921875
2020-03-23,85.41999816894531,2237.39990234375
2020-03-24,89.5,2447.330078125
2020-03-25,92.98999786376952,2475.56005859375
2020-03-26,101.33999633789062,2630.070068359375
2020-03-27,98.43000030517578,2541.469970703125
",
3133,US,technical,"For Tracking Error, what is GE Aerospace's value from November 06, 2020 to February 09, 2021? (Annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3366,easy,risk,TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2020-11-05,39.823238372802734,3510.449951171875
2020-11-06,40.32165145874024,3509.43994140625
2020-11-09,43.46165466308594,3550.5
2020-11-10,44.75753021240234,3545.530029296875
2020-11-11,44.3089599609375,3572.659912109375
2020-11-12,43.6610221862793,3537.010009765625
2020-11-13,46.103248596191406,3585.14990234375
2020-11-16,47.69816970825195,3626.909912109375
2020-11-17,48.24642562866211,3609.530029296875
2020-11-18,48.49563217163086,3567.7900390625
2020-11-19,48.14674377441406,3581.8701171875
2020-11-20,48.64515686035156,3557.5400390625
2020-11-23,50.19023895263672,3577.590087890625
2020-11-24,52.08420944213867,3635.409912109375
2020-11-25,52.33341598510742,3629.64990234375
2020-11-27,51.83500289916992,3638.35009765625
2020-11-30,50.73849487304688,3621.6298828125
2020-12-01,50.58897018432617,3662.449951171875
2020-12-02,51.98452758789063,3669.010009765625
2020-12-03,52.83182907104492,3666.719970703125
2020-12-04,54.227386474609375,3699.1201171875
2020-12-07,54.12770462036133,3691.9599609375
2020-12-08,54.62611770629883,3702.25
2020-12-09,56.76929473876953,3672.820068359375
2020-12-10,56.420406341552734,3668.10009765625
2020-12-11,55.62294387817383,3663.4599609375
2020-12-14,53.97817993164063,3647.489990234375
2020-12-15,55.37373733520508,3694.6201171875
2020-12-16,54.476593017578125,3701.169921875
2020-12-17,54.227386474609375,3722.47998046875
2020-12-18,53.87849807739258,3709.409912109375
2020-12-21,53.67913436889648,3694.919921875
2020-12-22,52.88167190551758,3687.260009765625
2020-12-23,54.12770462036133,3690.010009765625
2020-12-24,53.08103561401367,3703.06005859375
2020-12-28,53.03119659423828,3735.360107421875
2020-12-29,52.63246536254883,3727.0400390625
2020-12-30,53.38008499145508,3732.0400390625
2020-12-31,53.82865524291992,3756.070068359375
2021-01-04,52.18389129638672,3700.64990234375
2021-01-05,53.67913436889648,3726.860107421875
2021-01-06,56.619773864746094,3748.139892578125
2021-01-07,56.171199798583984,3803.7900390625
2021-01-08,56.52008819580078,3824.679931640625
2021-01-11,57.06834411621094,3799.610107421875
2021-01-12,58.71310806274414,3801.18994140625
2021-01-13,57.66644287109375,3809.840087890625
2021-01-14,58.115013122558594,3795.5400390625
2021-01-15,56.47024917602539,3768.25
2021-01-19,56.96866226196289,3798.909912109375
2021-01-20,56.76929473876953,3851.85009765625
2021-01-21,55.17437362670898,3853.070068359375
2021-01-22,55.37373733520508,3841.469970703125
2021-01-25,54.77564239501953,3855.360107421875
2021-01-26,56.27088165283203,3849.6201171875
2021-01-27,56.71945571899414,3750.77001953125
2021-01-28,55.27405548095703,3787.3798828125
2021-01-29,53.230560302734375,3714.239990234375
2021-02-01,53.52960968017578,3773.860107421875
2021-02-02,56.02167510986328,3826.31005859375
2021-02-03,55.82231140136719,3830.169921875
2021-02-04,57.06834411621094,3871.739990234375
2021-02-05,56.81913757324219,3886.830078125
2021-02-08,57.86580657958984,3915.590087890625
2021-02-09,57.51691436767578,3911.22998046875
",
3134,US,technical,"Calculate Paycom's Tracking Error from January 03, 2023 to November 17, 2023. (Annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5276,easy,risk,TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2022-12-30,310.3099975585937,3839.5
2023-01-03,304.6300048828125,3824.139892578125
2023-01-04,303.8999938964844,3852.969970703125
2023-01-05,294.6199951171875,3808.10009765625
2023-01-06,286.6499938964844,3895.080078125
2023-01-09,292.5899963378906,3892.090087890625
2023-01-10,298.3399963378906,3919.25
2023-01-11,304.25,3969.610107421875
2023-01-12,304.2799987792969,3983.169921875
2023-01-13,304.4599914550781,3999.090087890625
2023-01-17,310.29998779296875,3990.969970703125
2023-01-18,311.7699890136719,3928.860107421875
2023-01-19,304.79998779296875,3898.85009765625
2023-01-20,313.4599914550781,3972.610107421875
2023-01-23,322.07000732421875,4019.81005859375
2023-01-24,319.9200134277344,4016.949951171875
2023-01-25,314.6000061035156,4016.219970703125
2023-01-26,321.4599914550781,4060.429931640625
2023-01-27,322.239990234375,4070.56005859375
2023-01-30,315.760009765625,4017.77001953125
2023-01-31,323.94000244140625,4076.60009765625
2023-02-01,340.7699890136719,4119.2099609375
2023-02-02,352.4100036621094,4179.759765625
2023-02-03,337.44000244140625,4136.47998046875
2023-02-06,329.69000244140625,4111.080078125
2023-02-07,344.5199890136719,4164.0
2023-02-08,321.2099914550781,4117.85986328125
2023-02-09,322.4800109863281,4081.5
2023-02-10,317.0899963378906,4090.4599609375
2023-02-13,322.75,4137.2900390625
2023-02-14,324.69000244140625,4136.1298828125
2023-02-15,320.0,4147.60009765625
2023-02-16,307.45001220703125,4090.409912109375
2023-02-17,303.8900146484375,4079.090087890625
2023-02-21,296.510009765625,3997.340087890625
2023-02-22,298.94000244140625,3991.050048828125
2023-02-23,299.92999267578125,4012.320068359375
2023-02-24,293.4200134277344,3970.0400390625
2023-02-27,294.1199951171875,3982.239990234375
2023-02-28,289.0599975585937,3970.14990234375
2023-03-01,284.510009765625,3951.389892578125
2023-03-02,287.3399963378906,3981.35009765625
2023-03-03,291.5400085449219,4045.639892578125
2023-03-06,292.7300109863281,4048.419921875
2023-03-07,287.3999938964844,3986.3701171875
2023-03-08,288.8299865722656,3992.010009765625
2023-03-09,285.75,3918.320068359375
2023-03-10,273.2799987792969,3861.590087890625
2023-03-13,274.5400085449219,3855.760009765625
2023-03-14,280.510009765625,3919.2900390625
2023-03-15,277.8800048828125,3891.929931640625
2023-03-16,280.0599975585937,3960.280029296875
2023-03-17,276.94000244140625,3916.639892578125
2023-03-20,270.3699951171875,3951.570068359375
2023-03-21,277.3500061035156,4002.8701171875
2023-03-22,266.8500061035156,3936.969970703125
2023-03-23,272.32000732421875,3948.719970703125
2023-03-24,271.5599975585937,3970.989990234375
2023-03-27,272.4800109863281,3977.530029296875
2023-03-28,273.0299987792969,3971.27001953125
2023-03-29,285.8699951171875,4027.81005859375
2023-03-30,296.2900085449219,4050.830078125
2023-03-31,304.010009765625,4109.31005859375
2023-04-03,298.6199951171875,4124.509765625
2023-04-04,292.7799987792969,4100.60009765625
2023-04-05,285.6000061035156,4090.3798828125
2023-04-06,289.45001220703125,4105.02001953125
2023-04-10,294.3800048828125,4109.10986328125
2023-04-11,295.9100036621094,4108.93994140625
2023-04-12,294.2099914550781,4091.949951171875
2023-04-13,302.92999267578125,4146.22021484375
2023-04-14,303.1499938964844,4137.64013671875
2023-04-17,307.25,4151.31982421875
2023-04-18,305.260009765625,4154.8701171875
2023-04-19,304.9599914550781,4154.52001953125
2023-04-20,299.82000732421875,4129.7900390625
2023-04-21,300.54998779296875,4133.52001953125
2023-04-24,298.5400085449219,4137.0400390625
2023-04-25,288.7099914550781,4071.6298828125
2023-04-26,285.70001220703125,4055.989990234375
2023-04-27,288.8999938964844,4135.35009765625
2023-04-28,290.3699951171875,4169.47998046875
2023-05-01,297.54998779296875,4167.8701171875
2023-05-02,288.75,4119.580078125
2023-05-03,293.70001220703125,4090.75
2023-05-04,279.989990234375,4061.219970703125
2023-05-05,272.6300048828125,4136.25
2023-05-08,274.3800048828125,4138.1201171875
2023-05-09,268.739990234375,4119.169921875
2023-05-10,273.17999267578125,4137.64013671875
2023-05-11,265.3099975585937,4130.6201171875
2023-05-12,268.510009765625,4124.080078125
2023-05-15,271.7200012207031,4136.27978515625
2023-05-16,265.2900085449219,4109.89990234375
2023-05-17,272.8099975585937,4158.77001953125
2023-05-18,282.25,4198.0498046875
2023-05-19,285.3599853515625,4191.97998046875
2023-05-22,289.20001220703125,4192.6298828125
2023-05-23,283.9700012207031,4145.580078125
2023-05-24,280.8399963378906,4115.240234375
2023-05-25,279.0199890136719,4151.27978515625
2023-05-26,280.95001220703125,4205.4501953125
2023-05-30,279.82000732421875,4205.52001953125
2023-05-31,280.1300048828125,4179.830078125
2023-06-01,281.1099853515625,4221.02001953125
2023-06-02,293.32000732421875,4282.3701171875
2023-06-05,305.92999267578125,4273.7900390625
2023-06-06,307.44000244140625,4283.85009765625
2023-06-07,302.95001220703125,4267.52001953125
2023-06-08,305.010009765625,4293.93017578125
2023-06-09,304.70001220703125,4298.85986328125
2023-06-12,312.57000732421875,4338.93017578125
2023-06-13,322.739990234375,4369.009765625
2023-06-14,319.9100036621094,4372.58984375
2023-06-15,323.95001220703125,4425.83984375
2023-06-16,319.9200134277344,4409.58984375
2023-06-20,322.4599914550781,4388.7099609375
2023-06-21,312.44000244140625,4365.68994140625
2023-06-22,306.75,4381.89013671875
2023-06-23,306.20001220703125,4348.330078125
2023-06-26,310.79998779296875,4328.81982421875
2023-06-27,313.9700012207031,4378.41015625
2023-06-28,312.2300109863281,4376.85986328125
2023-06-29,313.67999267578125,4396.43994140625
2023-06-30,321.239990234375,4450.3798828125
2023-07-03,319.6199951171875,4455.58984375
2023-07-05,317.8900146484375,4446.81982421875
2023-07-06,323.8800048828125,4411.58984375
2023-07-07,324.510009765625,4398.9501953125
2023-07-10,334.8699951171875,4409.52978515625
2023-07-11,338.8099975585937,4439.259765625
2023-07-12,340.8999938964844,4472.16015625
2023-07-13,349.6499938964844,4510.0400390625
2023-07-14,355.010009765625,4505.419921875
2023-07-17,358.989990234375,4522.7900390625
2023-07-18,363.75,4554.97998046875
2023-07-19,365.4700012207031,4565.72021484375
2023-07-20,357.6099853515625,4534.8701171875
2023-07-21,350.17999267578125,4536.33984375
2023-07-24,350.9800109863281,4554.64013671875
2023-07-25,353.82000732421875,4567.4599609375
2023-07-26,358.0,4566.75
2023-07-27,361.0899963378906,4537.41015625
2023-07-28,368.4599914550781,4582.22998046875
2023-07-31,368.760009765625,4588.9599609375
2023-08-01,370.7799987792969,4576.72998046875
2023-08-02,299.6199951171875,4513.39013671875
2023-08-03,296.95001220703125,4501.89013671875
2023-08-04,290.4200134277344,4478.02978515625
2023-08-07,293.1099853515625,4518.43994140625
2023-08-08,291.5599975585937,4499.3798828125
2023-08-09,286.8800048828125,4467.7099609375
2023-08-10,291.510009765625,4468.830078125
2023-08-11,292.0,4464.0498046875
2023-08-14,294.25,4489.72021484375
2023-08-15,291.9599914550781,4437.85986328125
2023-08-16,290.8099975585937,4404.330078125
2023-08-17,280.3999938964844,4370.35986328125
2023-08-18,281.32000732421875,4369.7099609375
2023-08-21,283.6499938964844,4399.77001953125
2023-08-22,286.8599853515625,4387.5498046875
2023-08-23,289.8699951171875,4436.009765625
2023-08-24,284.5799865722656,4376.31005859375
2023-08-25,286.3900146484375,4405.7099609375
2023-08-28,287.6499938964844,4433.31005859375
2023-08-29,293.0400085449219,4497.6298828125
2023-08-30,293.6600036621094,4514.8701171875
2023-08-31,294.8399963378906,4507.66015625
2023-09-01,295.7900085449219,4515.77001953125
2023-09-05,294.1199951171875,4496.830078125
2023-09-06,293.1400146484375,4465.47998046875
2023-09-07,288.6000061035156,4451.14013671875
2023-09-08,284.3099975585937,4457.490234375
2023-09-11,285.95001220703125,4487.4599609375
2023-09-12,284.1400146484375,4461.89990234375
2023-09-13,279.3999938964844,4467.43994140625
2023-09-14,280.3399963378906,4505.10009765625
2023-09-15,277.9200134277344,4450.31982421875
2023-09-18,276.1000061035156,4453.52978515625
2023-09-19,276.9100036621094,4443.9501953125
2023-09-20,268.4800109863281,4402.2001953125
2023-09-21,261.69000244140625,4330.0
2023-09-22,257.1600036621094,4320.06005859375
2023-09-25,258.32000732421875,4337.43994140625
2023-09-26,253.6000061035156,4273.52978515625
2023-09-27,257.0799865722656,4274.509765625
2023-09-28,257.4599914550781,4299.7001953125
2023-09-29,259.2699890136719,4288.0498046875
2023-10-02,260.0400085449219,4288.39013671875
2023-10-03,261.5400085449219,4229.4501953125
2023-10-04,261.1700134277344,4263.75
2023-10-05,262.6000061035156,4258.18994140625
2023-10-06,270.2799987792969,4308.5
2023-10-09,275.69000244140625,4335.66015625
2023-10-10,275.0,4358.240234375
2023-10-11,278.0899963378906,4376.9501953125
2023-10-12,268.5400085449219,4349.60986328125
2023-10-13,264.9700012207031,4327.77978515625
2023-10-16,270.1300048828125,4373.6298828125
2023-10-17,275.2300109863281,4373.2001953125
2023-10-18,268.2300109863281,4314.60009765625
2023-10-19,265.5,4278.0
2023-10-20,259.0899963378906,4224.16015625
2023-10-23,257.6499938964844,4217.0400390625
2023-10-24,261.45001220703125,4247.68017578125
2023-10-25,248.0800018310547,4186.77001953125
2023-10-26,244.94000244140625,4137.22998046875
2023-10-27,240.33999633789065,4117.3701171875
2023-10-30,240.05999755859372,4166.81982421875
2023-10-31,244.97000122070312,4193.7998046875
2023-11-01,150.69000244140625,4237.85986328125
2023-11-02,162.66000366210938,4317.77978515625
2023-11-03,159.02000427246094,4358.33984375
2023-11-06,160.88999938964844,4365.97998046875
2023-11-07,167.83999633789062,4378.3798828125
2023-11-08,167.52000427246094,4382.77978515625
2023-11-09,167.75999450683594,4347.35009765625
2023-11-10,171.16000366210938,4415.240234375
2023-11-13,172.0,4411.5498046875
2023-11-14,176.27999877929688,4495.7001953125
2023-11-15,177.11000061035156,4502.8798828125
2023-11-16,173.64999389648438,4508.240234375
2023-11-17,177.5,4514.02001953125
",
3135,US,technical,"What is the value of Information Ratio for Walt Disney Company (The) from September 12, 2025 to December 07, 2025? (Annualized (US standard uses arithmetic mean excess return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-2.6921,easy,risk-adjusted return,IR = E[r - r_b] * 252 / TE; TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2025-09-11,117.08000183105467,6587.47021484375
2025-09-12,115.95999908447266,6584.2900390625
2025-09-15,115.62000274658205,6615.27978515625
2025-09-16,115.2300033569336,6606.759765625
2025-09-17,116.0999984741211,6600.35009765625
2025-09-18,114.86000061035156,6631.9599609375
2025-09-19,113.76000213623048,6664.35986328125
2025-09-22,112.55999755859376,6693.75
2025-09-23,112.25,6656.919921875
2025-09-24,113.43000030517578,6637.97021484375
2025-09-25,112.98999786376952,6604.72021484375
2025-09-26,113.47000122070312,6643.7001953125
2025-09-29,114.77999877929688,6661.2099609375
2025-09-30,114.5,6688.4599609375
2025-10-01,112.9499969482422,6711.2001953125
2025-10-02,112.13999938964844,6715.35009765625
2025-10-03,112.47000122070312,6715.7900390625
2025-10-06,112.75,6740.27978515625
2025-10-07,112.52999877929688,6714.58984375
2025-10-08,111.88999938964844,6753.72021484375
2025-10-09,110.98999786376952,6735.10986328125
2025-10-10,109.19000244140624,6552.509765625
2025-10-13,110.2699966430664,6654.72021484375
2025-10-14,111.16999816894533,6644.31005859375
2025-10-15,111.70999908447266,6671.06005859375
2025-10-16,109.87999725341795,6629.06982421875
2025-10-17,110.66999816894533,6664.009765625
2025-10-20,111.95999908447266,6735.1298828125
2025-10-21,114.3000030517578,6735.35009765625
2025-10-22,113.08000183105467,6699.39990234375
2025-10-23,113.02999877929688,6738.43994140625
2025-10-24,111.68000030517578,6791.68994140625
2025-10-27,112.33999633789062,6875.16015625
2025-10-28,111.6500015258789,6890.89013671875
2025-10-29,110.23999786376952,6890.58984375
2025-10-30,111.83999633789062,6822.33984375
2025-10-31,112.62000274658205,6840.2001953125
2025-11-03,112.12000274658205,6851.97021484375
2025-11-04,111.47000122070312,6771.5498046875
2025-11-05,111.36000061035156,6796.2900390625
2025-11-06,110.48999786376952,6720.31982421875
2025-11-07,110.73999786376952,6728.7998046875
2025-11-10,112.23999786376952,6832.43017578125
2025-11-11,114.8499984741211,6846.60986328125
2025-11-12,116.6500015258789,6850.919921875
2025-11-13,107.61000061035156,6737.490234375
2025-11-14,105.8000030517578,6734.10986328125
2025-11-17,105.69000244140624,6672.41015625
2025-11-18,106.27999877929688,6617.31982421875
2025-11-19,104.66999816894533,6642.16015625
2025-11-20,102.6999969482422,6538.759765625
2025-11-21,104.27999877929688,6602.990234375
2025-11-24,101.94000244140624,6705.1201171875
2025-11-25,103.30999755859376,6765.8798828125
2025-11-26,103.43000030517578,6812.60986328125
2025-11-28,104.47000122070312,6849.08984375
2025-12-01,106.7699966430664,6812.6298828125
2025-12-02,104.83000183105467,6829.3701171875
2025-12-03,105.73999786376952,6849.72021484375
2025-12-04,105.47000122070312,6857.1201171875
2025-12-05,105.3000030517578,6870.39990234375
",
3136,US,technical,"From October 22, 2024 to March 23, 2025, what is Analog Devices's Information Ratio? (Annualized (US standard uses arithmetic mean excess return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.4504,easy,risk-adjusted return,IR = E[r - r_b] * 252 / TE; TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2024-10-21,225.6699981689453,5853.97998046875
2024-10-22,224.6199951171875,5851.2001953125
2024-10-23,226.8500061035156,5797.419921875
2024-10-24,229.67999267578125,5809.85986328125
2024-10-25,230.1699981689453,5808.1201171875
2024-10-28,230.13999938964844,5823.52001953125
2024-10-29,235.22999572753903,5832.919921875
2024-10-30,230.1199951171875,5813.669921875
2024-10-31,223.1100006103516,5705.4501953125
2024-11-01,225.47999572753903,5728.7998046875
2024-11-04,224.19000244140625,5712.68994140625
2024-11-05,217.6000061035156,5782.759765625
2024-11-06,226.25,5929.0400390625
2024-11-07,227.7700042724609,5973.10009765625
2024-11-08,225.8000030517578,5995.5400390625
2024-11-11,220.47000122070312,6001.35009765625
2024-11-12,219.5500030517578,5983.990234375
2024-11-13,212.83999633789065,5985.3798828125
2024-11-14,212.2400054931641,5949.169921875
2024-11-15,206.3500061035156,5870.6201171875
2024-11-18,209.6499938964844,5893.6201171875
2024-11-19,210.42999267578125,5916.97998046875
2024-11-20,211.00999450683597,5917.10986328125
2024-11-21,213.9600067138672,5948.7099609375
2024-11-22,214.58999633789065,5969.33984375
2024-11-25,223.5800018310547,5987.3701171875
2024-11-26,219.0500030517578,6021.6298828125
2024-11-27,217.1699981689453,5998.740234375
2024-11-29,218.0500030517578,6032.3798828125
2024-12-02,223.1199951171875,6047.14990234375
2024-12-03,221.5399932861328,6049.8798828125
2024-12-04,218.3000030517578,6086.490234375
2024-12-05,214.5500030517578,6075.10986328125
2024-12-06,218.1999969482422,6090.27001953125
2024-12-09,219.0399932861328,6052.85009765625
2024-12-10,215.6100006103516,6034.91015625
2024-12-11,217.1199951171875,6084.18994140625
2024-12-12,217.72000122070312,6051.25
2024-12-13,216.6100006103516,6051.08984375
2024-12-16,216.30999755859372,6074.080078125
2024-12-17,213.82000732421875,6050.60986328125
2024-12-18,207.7700042724609,5872.16015625
2024-12-19,207.77999877929688,5867.080078125
2024-12-20,211.77999877929688,5930.85009765625
2024-12-23,214.88999938964844,5974.06982421875
2024-12-24,218.08999633789065,6040.0400390625
2024-12-26,218.05999755859372,6037.58984375
2024-12-27,216.9900054931641,5970.83984375
2024-12-30,212.55999755859372,5906.93994140625
2024-12-31,212.4600067138672,5881.6298828125
2025-01-02,211.3500061035156,5868.5498046875
2025-01-03,215.3699951171875,5942.47021484375
2025-01-06,218.0,5975.3798828125
2025-01-07,215.8699951171875,5909.02978515625
2025-01-08,220.44000244140625,5918.25
2025-01-10,212.3699951171875,5827.0400390625
2025-01-13,212.9499969482422,5836.22021484375
2025-01-14,214.6499938964844,5842.91015625
2025-01-15,218.22000122070312,5949.91015625
2025-01-16,215.0200042724609,5937.33984375
2025-01-17,219.16000366210935,5996.66015625
2025-01-21,221.4499969482422,6049.240234375
2025-01-22,224.0800018310547,6086.3701171875
2025-01-23,228.3500061035156,6118.7099609375
2025-01-24,217.3699951171875,6101.240234375
2025-01-27,215.4199981689453,6012.27978515625
2025-01-28,209.5200042724609,6067.7001953125
2025-01-29,209.91000366210935,6039.31005859375
2025-01-30,212.3999938964844,6071.169921875
2025-01-31,211.88999938964844,6040.52978515625
2025-02-03,205.2400054931641,5994.56982421875
2025-02-04,206.00999450683597,6037.8798828125
2025-02-05,209.8000030517578,6061.47998046875
2025-02-06,207.8300018310547,6083.56982421875
2025-02-07,205.2100067138672,6025.990234375
2025-02-10,204.8600006103516,6066.43994140625
2025-02-11,203.4600067138672,6068.5
2025-02-12,205.1300048828125,6051.97021484375
2025-02-13,209.33999633789065,6115.06982421875
2025-02-14,214.6100006103516,6114.6298828125
2025-02-18,220.22000122070312,6129.580078125
2025-02-19,241.66000366210935,6144.14990234375
2025-02-20,243.82000732421875,6117.52001953125
2025-02-21,238.91000366210935,6013.1298828125
2025-02-24,236.9900054931641,5983.25
2025-02-25,235.3000030517578,5955.25
2025-02-26,233.72999572753903,5956.06005859375
2025-02-27,223.8500061035156,5861.56982421875
2025-02-28,230.05999755859372,5954.5
2025-03-03,228.52999877929688,5849.72021484375
2025-03-04,226.17999267578125,5778.14990234375
2025-03-05,229.47000122070312,5842.6298828125
2025-03-06,222.7700042724609,5738.52001953125
2025-03-07,225.8600006103516,5770.2001953125
2025-03-10,216.25999450683597,5614.56005859375
2025-03-11,209.0800018310547,5572.06982421875
2025-03-12,206.6199951171875,5599.2998046875
2025-03-13,203.8000030517578,5521.52001953125
2025-03-14,208.75,5638.93994140625
2025-03-17,211.67999267578125,5675.1201171875
2025-03-18,209.16000366210935,5614.66015625
2025-03-19,209.97000122070312,5675.2900390625
2025-03-20,205.8999938964844,5662.89013671875
2025-03-21,204.3999938964844,5667.56005859375
",
3137,US,technical,"What was Ingersoll Rand's Information Ratio during the period September 15, 2019 to February 04, 2020? (Annualized (US standard uses arithmetic mean excess return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8899,easy,risk-adjusted return,IR = E[r - r_b] * 252 / TE; TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2019-09-13,31.229999542236328,3007.389892578125
2019-09-16,31.850000381469727,2997.9599609375
2019-09-17,31.059999465942383,3005.699951171875
2019-09-18,30.75,3006.72998046875
2019-09-19,30.030000686645508,3006.7900390625
2019-09-20,29.5,2992.070068359375
2019-09-23,29.299999237060547,2991.780029296875
2019-09-24,28.93000030517578,2966.60009765625
2019-09-25,29.309999465942383,2984.8701171875
2019-09-26,29.18000030517578,2977.6201171875
2019-09-27,28.68000030517578,2961.7900390625
2019-09-30,28.290000915527344,2976.739990234375
2019-10-01,27.059999465942383,2940.25
2019-10-02,27.1200008392334,2887.610107421875
2019-10-03,27.82999992370605,2910.6298828125
2019-10-04,28.21999931335449,2952.010009765625
2019-10-07,27.56999969482422,2938.7900390625
2019-10-08,27.01000022888184,2893.06005859375
2019-10-09,27.32999992370605,2919.39990234375
2019-10-10,28.1299991607666,2938.1298828125
2019-10-11,29.56999969482422,2970.27001953125
2019-10-14,29.06999969482422,2966.14990234375
2019-10-15,29.38999938964844,2995.679931640625
2019-10-16,29.450000762939453,2989.68994140625
2019-10-17,29.65999984741211,2997.949951171875
2019-10-18,30.850000381469727,2986.199951171875
2019-10-21,31.11000061035156,3006.719970703125
2019-10-22,31.979999542236328,2995.989990234375
2019-10-23,32.560001373291016,3004.52001953125
2019-10-24,32.2599983215332,3010.2900390625
2019-10-25,32.790000915527344,3022.550048828125
2019-10-28,32.31999969482422,3039.419921875
2019-10-29,33.02000045776367,3036.889892578125
2019-10-30,32.11000061035156,3046.77001953125
2019-10-31,31.82999992370605,3037.56005859375
2019-11-01,32.849998474121094,3066.909912109375
2019-11-04,33.439998626708984,3078.27001953125
2019-11-05,32.63999938964844,3074.6201171875
2019-11-06,32.72999954223633,3076.780029296875
2019-11-07,33.2400016784668,3085.179931640625
2019-11-08,33.72999954223633,3093.080078125
2019-11-11,33.81999969482422,3087.010009765625
2019-11-12,33.630001068115234,3091.840087890625
2019-11-13,33.380001068115234,3094.0400390625
2019-11-14,33.0,3096.6298828125
2019-11-15,33.650001525878906,3120.4599609375
2019-11-18,33.7400016784668,3122.030029296875
2019-11-19,33.65999984741211,3120.179931640625
2019-11-20,33.58000183105469,3108.4599609375
2019-11-21,33.20000076293945,3103.5400390625
2019-11-22,33.65999984741211,3110.2900390625
2019-11-25,33.95000076293945,3133.639892578125
2019-11-26,33.939998626708984,3140.52001953125
2019-11-27,34.119998931884766,3153.6298828125
2019-11-29,33.869998931884766,3140.97998046875
2019-12-02,33.540000915527344,3113.8701171875
2019-12-03,33.27000045776367,3093.199951171875
2019-12-04,33.380001068115234,3112.760009765625
2019-12-05,33.52000045776367,3117.429931640625
2019-12-06,34.09000015258789,3145.909912109375
2019-12-09,33.849998474121094,3135.9599609375
2019-12-10,33.439998626708984,3132.52001953125
2019-12-11,34.290000915527344,3141.6298828125
2019-12-12,35.02000045776367,3168.570068359375
2019-12-13,35.540000915527344,3168.800048828125
2019-12-16,36.18000030517578,3191.449951171875
2019-12-17,36.08000183105469,3192.52001953125
2019-12-18,36.15999984741211,3191.139892578125
2019-12-19,36.4900016784668,3205.3701171875
2019-12-20,36.63999938964844,3221.219970703125
2019-12-23,36.880001068115234,3224.010009765625
2019-12-24,36.77999877929688,3223.3798828125
2019-12-26,36.95000076293945,3239.909912109375
2019-12-27,36.95000076293945,3240.02001953125
2019-12-30,36.4900016784668,3221.2900390625
2019-12-31,36.68000030517578,3230.780029296875
2020-01-02,36.880001068115234,3257.85009765625
2020-01-03,36.720001220703125,3234.85009765625
2020-01-06,36.27999877929688,3246.280029296875
2020-01-07,36.0099983215332,3237.179931640625
2020-01-08,35.75,3253.050048828125
2020-01-09,35.79999923706055,3274.699951171875
2020-01-10,35.13999938964844,3265.35009765625
2020-01-13,35.439998626708984,3288.1298828125
2020-01-14,34.93000030517578,3283.14990234375
2020-01-15,34.5,3289.2900390625
2020-01-16,35.11000061035156,3316.81005859375
2020-01-17,35.47999954223633,3329.6201171875
2020-01-21,34.560001373291016,3320.7900390625
2020-01-22,34.5,3321.75
2020-01-23,34.869998931884766,3325.5400390625
2020-01-24,34.65999984741211,3295.469970703125
2020-01-27,34.52000045776367,3243.6298828125
2020-01-28,35.58000183105469,3276.239990234375
2020-01-29,36.09999847412109,3273.39990234375
2020-01-30,36.209999084472656,3283.659912109375
2020-01-31,35.310001373291016,3225.52001953125
2020-02-03,35.77000045776367,3248.919921875
2020-02-04,36.560001373291016,3297.590087890625
",
3138,US,technical,"For Information Ratio, what is Federal Realty Investment Trust's value from June 23, 2021 to July 29, 2021? (Annualized (US standard uses arithmetic mean excess return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.8315,easy,risk-adjusted return,IR = E[r - r_b] * 252 / TE; TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2021-06-22,118.05999755859376,4246.43994140625
2021-06-23,118.8499984741211,4241.83984375
2021-06-24,117.75,4266.490234375
2021-06-25,119.2699966430664,4280.7001953125
2021-06-28,117.2300033569336,4290.60986328125
2021-06-29,117.68000030517578,4291.7998046875
2021-06-30,117.16999816894533,4297.5
2021-07-01,118.08000183105467,4319.93994140625
2021-07-02,117.86000061035156,4352.33984375
2021-07-06,116.83000183105467,4343.5400390625
2021-07-07,114.5500030517578,4358.1298828125
2021-07-08,114.4000015258789,4320.81982421875
2021-07-09,118.0500030517578,4369.5498046875
2021-07-12,120.33999633789062,4384.6298828125
2021-07-13,117.43000030517578,4369.2099609375
2021-07-14,118.2699966430664,4374.2998046875
2021-07-15,117.48999786376952,4360.02978515625
2021-07-16,117.1500015258789,4327.16015625
2021-07-19,112.23999786376952,4258.490234375
2021-07-20,116.83999633789062,4323.06005859375
2021-07-21,118.47000122070312,4358.68994140625
2021-07-22,115.8499984741211,4367.47998046875
2021-07-23,116.5999984741211,4411.7900390625
2021-07-26,116.5999984741211,4422.2998046875
2021-07-27,117.91999816894533,4401.4599609375
2021-07-28,116.26000213623048,4400.64013671875
2021-07-29,117.33000183105467,4419.14990234375
",
3139,US,technical,"Calculate Jack Henry & Associates's Information Ratio from September 16, 2023 to January 30, 2024. (Annualized (US standard uses arithmetic mean excess return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0836,easy,risk-adjusted return,IR = E[r - r_b] * 252 / TE; TE = \sigma(r - r_b) * \sqrt{252}; r_b is the benchmark daily return,"date,close,benchmark_close
2023-09-15,154.49000549316406,4450.31982421875
2023-09-18,155.19000244140625,4453.52978515625
2023-09-19,152.69000244140625,4443.9501953125
2023-09-20,152.8800048828125,4402.2001953125
2023-09-21,148.61000061035156,4330.0
2023-09-22,147.88999938964844,4320.06005859375
2023-09-25,147.74000549316406,4337.43994140625
2023-09-26,147.5399932861328,4273.52978515625
2023-09-27,148.44000244140625,4274.509765625
2023-09-28,151.6699981689453,4299.7001953125
2023-09-29,151.13999938964844,4288.0498046875
2023-10-02,149.8699951171875,4288.39013671875
2023-10-03,146.63999938964844,4229.4501953125
2023-10-04,147.5,4263.75
2023-10-05,148.5800018310547,4258.18994140625
2023-10-06,148.97000122070312,4308.5
2023-10-09,147.8000030517578,4335.66015625
2023-10-10,148.82000732421875,4358.240234375
2023-10-11,147.17999267578125,4376.9501953125
2023-10-12,144.4600067138672,4349.60986328125
2023-10-13,145.42999267578125,4327.77978515625
2023-10-16,147.89999389648438,4373.6298828125
2023-10-17,149.02999877929688,4373.2001953125
2023-10-18,147.0800018310547,4314.60009765625
2023-10-19,145.61000061035156,4278.0
2023-10-20,143.1199951171875,4224.16015625
2023-10-23,143.10000610351562,4217.0400390625
2023-10-24,143.55999755859375,4247.68017578125
2023-10-25,141.9600067138672,4186.77001953125
2023-10-26,140.3300018310547,4137.22998046875
2023-10-27,138.10000610351562,4117.3701171875
2023-10-30,139.7899932861328,4166.81982421875
2023-10-31,140.99000549316406,4193.7998046875
2023-11-01,140.35000610351562,4237.85986328125
2023-11-02,141.92999267578125,4317.77978515625
2023-11-03,144.85000610351562,4358.33984375
2023-11-06,145.36000061035156,4365.97998046875
2023-11-07,143.42999267578125,4378.3798828125
2023-11-08,149.94000244140625,4382.77978515625
2023-11-09,149.2100067138672,4347.35009765625
2023-11-10,147.99000549316406,4415.240234375
2023-11-13,150.32000732421875,4411.5498046875
2023-11-14,153.13999938964844,4495.7001953125
2023-11-15,153.83999633789062,4502.8798828125
2023-11-16,153.41000366210938,4508.240234375
2023-11-17,152.3000030517578,4514.02001953125
2023-11-20,153.6699981689453,4547.3798828125
2023-11-21,152.9199981689453,4538.18994140625
2023-11-22,153.08999633789062,4556.6201171875
2023-11-24,153.8000030517578,4559.33984375
2023-11-27,153.99000549316406,4550.43017578125
2023-11-28,155.13999938964844,4554.89013671875
2023-11-29,156.00999450683594,4550.580078125
2023-11-30,158.69000244140625,4567.7998046875
2023-12-01,160.7899932861328,4594.6298828125
2023-12-04,162.67999267578125,4569.77978515625
2023-12-05,161.3300018310547,4567.18017578125
2023-12-06,165.39999389648438,4549.33984375
2023-12-07,165.14999389648438,4585.58984375
2023-12-08,164.69000244140625,4604.3701171875
2023-12-11,164.3800048828125,4622.43994140625
2023-12-12,166.1199951171875,4643.7001953125
2023-12-13,168.1699981689453,4707.08984375
2023-12-14,166.89999389648438,4719.5498046875
2023-12-15,164.36000061035156,4719.18994140625
2023-12-18,166.27999877929688,4740.56005859375
2023-12-19,165.25,4768.3701171875
2023-12-20,162.82000732421875,4698.35009765625
2023-12-21,163.27000427246094,4746.75
2023-12-22,165.0800018310547,4754.6298828125
2023-12-26,165.55999755859375,4774.75
2023-12-27,163.24000549316406,4781.580078125
2023-12-28,163.8800048828125,4783.35009765625
2023-12-29,163.41000366210938,4769.830078125
2024-01-02,164.66000366210938,4742.830078125
2024-01-03,163.42999267578125,4704.81005859375
2024-01-04,166.6699981689453,4688.68017578125
2024-01-05,166.72000122070312,4697.240234375
2024-01-08,169.6999969482422,4763.5400390625
2024-01-09,167.19000244140625,4756.5
2024-01-10,167.61000061035156,4783.4501953125
2024-01-11,167.27000427246094,4780.240234375
2024-01-12,167.58999633789062,4783.830078125
2024-01-16,165.17999267578125,4765.97998046875
2024-01-17,165.75999450683594,4739.2099609375
2024-01-18,165.5399932861328,4780.93994140625
2024-01-19,166.38999938964844,4839.81005859375
2024-01-22,168.80999755859375,4850.43017578125
2024-01-23,168.0500030517578,4864.60009765625
2024-01-24,166.6300048828125,4868.5498046875
2024-01-25,168.2899932861328,4894.16015625
2024-01-26,169.57000732421875,4890.97021484375
2024-01-29,169.5399932861328,4927.93017578125
2024-01-30,169.4499969482422,4924.97021484375
",
3140,US,technical,"What is the value of Sharpe Ratio for NextEra Energy from October 16, 2024 to October 15, 2025? (Default risk-free rate is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2688,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{252}),"date,close
2024-10-15,82.79000091552734
2024-10-16,84.38999938964844
2024-10-17,83.77999877929688
2024-10-18,84.37999725341797
2024-10-21,84.02999877929688
2024-10-22,83.69999694824219
2024-10-23,84.95999908447266
2024-10-24,82.80999755859375
2024-10-25,81.43000030517578
2024-10-28,82.87000274658203
2024-10-29,79.55999755859375
2024-10-30,79.08999633789062
2024-10-31,79.25
2024-11-01,77.3499984741211
2024-11-04,78.37000274658203
2024-11-05,78.6500015258789
2024-11-06,74.5199966430664
2024-11-07,74.62000274658203
2024-11-08,76.97000122070312
2024-11-11,75.91000366210938
2024-11-12,74.26000213623047
2024-11-13,74.23999786376953
2024-11-14,75.27999877929688
2024-11-15,76.3499984741211
2024-11-18,76.38999938964844
2024-11-19,77.08000183105469
2024-11-20,76.87999725341797
2024-11-21,77.36000061035156
2024-11-22,76.0
2024-11-25,76.63999938964844
2024-11-26,77.48999786376953
2024-11-27,78.5199966430664
2024-11-29,78.66999816894531
2024-12-02,77.06999969482422
2024-12-03,76.29000091552734
2024-12-04,75.73999786376953
2024-12-05,76.19999694824219
2024-12-06,75.23999786376953
2024-12-09,74.69999694824219
2024-12-10,74.13999938964844
2024-12-11,73.9800033569336
2024-12-12,73.22000122070312
2024-12-13,73.62000274658203
2024-12-16,72.79000091552734
2024-12-17,72.2699966430664
2024-12-18,70.5199966430664
2024-12-19,69.7699966430664
2024-12-20,71.66999816894531
2024-12-23,72.48999786376953
2024-12-24,72.91000366210938
2024-12-26,72.37000274658203
2024-12-27,72.11000061035156
2024-12-30,71.76000213623047
2024-12-31,71.69000244140625
2025-01-02,71.61000061035156
2025-01-03,71.98999786376953
2025-01-06,71.23999786376953
2025-01-07,70.43000030517578
2025-01-08,70.66000366210938
2025-01-10,67.37999725341797
2025-01-13,66.95999908447266
2025-01-14,67.9800033569336
2025-01-15,69.29000091552734
2025-01-16,71.37000274658203
2025-01-17,70.76000213623047
2025-01-21,70.8499984741211
2025-01-22,68.48999786376953
2025-01-23,69.2300033569336
2025-01-24,72.83000183105469
2025-01-27,73.83000183105469
2025-01-28,70.54000091552734
2025-01-29,70.88999938964844
2025-01-30,71.30000305175781
2025-01-31,71.55999755859375
2025-02-03,71.05000305175781
2025-02-04,69.9000015258789
2025-02-05,69.19999694824219
2025-02-06,69.2699966430664
2025-02-07,68.2699966430664
2025-02-10,69.69999694824219
2025-02-11,70.33000183105469
2025-02-12,69.27999877929688
2025-02-13,68.5999984741211
2025-02-14,68.05999755859375
2025-02-18,68.5
2025-02-19,69.05999755859375
2025-02-20,70.13999938964844
2025-02-21,71.58000183105469
2025-02-24,70.80000305175781
2025-02-25,71.27999877929688
2025-02-26,71.01000213623047
2025-02-27,69.37999725341797
2025-02-28,70.16999816894531
2025-03-03,71.62000274658203
2025-03-04,70.8499984741211
2025-03-05,70.4800033569336
2025-03-06,70.01000213623047
2025-03-07,72.83000183105469
2025-03-10,76.16000366210938
2025-03-11,74.02999877929688
2025-03-12,72.91999816894531
2025-03-13,72.7300033569336
2025-03-14,73.55000305175781
2025-03-17,72.11000061035156
2025-03-18,70.69999694824219
2025-03-19,70.5
2025-03-20,71.1500015258789
2025-03-21,70.87999725341797
2025-03-24,70.06999969482422
2025-03-25,68.58999633789062
2025-03-26,69.7300033569336
2025-03-27,70.02999877929688
2025-03-28,70.44999694824219
2025-03-31,70.88999938964844
2025-04-01,70.91999816894531
2025-04-02,70.4800033569336
2025-04-03,72.13999938964844
2025-04-04,66.91000366210938
2025-04-07,65.05999755859375
2025-04-08,64.11000061035156
2025-04-09,67.58000183105469
2025-04-10,66.72000122070312
2025-04-11,65.80999755859375
2025-04-14,67.69000244140625
2025-04-15,67.66000366210938
2025-04-16,65.63999938964844
2025-04-17,66.30999755859375
2025-04-21,64.68000030517578
2025-04-22,66.63999938964844
2025-04-23,67.2699966430664
2025-04-24,66.3499984741211
2025-04-25,66.08999633789062
2025-04-28,66.19000244140625
2025-04-29,67.25
2025-04-30,66.87999725341797
2025-05-01,66.05000305175781
2025-05-02,67.08999633789062
2025-05-05,66.0999984741211
2025-05-06,66.54000091552734
2025-05-07,67.36000061035156
2025-05-08,68.31999969482422
2025-05-09,70.30999755859375
2025-05-12,69.69000244140625
2025-05-13,72.11000061035156
2025-05-14,72.19000244140625
2025-05-15,74.55000305175781
2025-05-16,75.0
2025-05-19,73.86000061035156
2025-05-20,74.41000366210938
2025-05-21,71.54000091552734
2025-05-22,66.94000244140625
2025-05-23,67.76000213623047
2025-05-27,68.04000091552734
2025-05-28,67.20999908447266
2025-05-29,68.98999786376953
2025-05-30,70.63999938964844
2025-06-02,70.1500015258789
2025-06-03,70.94999694824219
2025-06-04,69.87999725341797
2025-06-05,71.5
2025-06-06,72.16000366210938
2025-06-09,71.9000015258789
2025-06-10,72.80999755859375
2025-06-11,73.0
2025-06-12,73.83999633789062
2025-06-13,74.77999877929688
2025-06-16,73.77999877929688
2025-06-17,71.86000061035156
2025-06-18,71.56999969482422
2025-06-20,71.52999877929688
2025-06-23,70.7300033569336
2025-06-24,71.4000015258789
2025-06-25,70.33999633789062
2025-06-26,70.98999786376953
2025-06-27,70.88999938964844
2025-06-30,69.41999816894531
2025-07-01,73.05999755859375
2025-07-02,73.0199966430664
2025-07-03,73.87999725341797
2025-07-07,74.75
2025-07-08,72.45999908447266
2025-07-09,73.6500015258789
2025-07-10,74.63999938964844
2025-07-11,74.4000015258789
2025-07-14,75.04000091552734
2025-07-15,74.69999694824219
2025-07-16,74.7699966430664
2025-07-17,75.18000030517578
2025-07-18,75.94999694824219
2025-07-21,76.16999816894531
2025-07-22,77.54000091552734
2025-07-23,72.81999969482422
2025-07-24,71.97000122070312
2025-07-25,71.8499984741211
2025-07-28,71.33999633789062
2025-07-29,71.94999694824219
2025-07-30,70.98999786376953
2025-07-31,71.05999755859375
2025-08-01,70.4000015258789
2025-08-04,70.52999877929688
2025-08-05,71.18000030517578
2025-08-06,70.54000091552734
2025-08-07,72.58000183105469
2025-08-08,72.41000366210938
2025-08-11,72.44999694824219
2025-08-12,71.86000061035156
2025-08-13,72.30000305175781
2025-08-14,72.23999786376953
2025-08-15,75.41000366210938
2025-08-18,75.72000122070312
2025-08-19,76.51000213623047
2025-08-20,76.18000030517578
2025-08-21,76.08000183105469
2025-08-22,76.31999969482422
2025-08-25,75.31999969482422
2025-08-26,74.83999633789062
2025-08-27,73.88999938964844
2025-08-28,72.08999633789062
2025-08-29,72.05000305175781
2025-09-02,72.6500015258789
2025-09-03,71.62999725341797
2025-09-04,70.87000274658203
2025-09-05,70.9000015258789
2025-09-08,69.7699966430664
2025-09-09,70.06999969482422
2025-09-10,71.04000091552734
2025-09-11,71.31999969482422
2025-09-12,71.63999938964844
2025-09-15,71.5
2025-09-16,69.83000183105469
2025-09-17,70.30999755859375
2025-09-18,70.79000091552734
2025-09-19,71.08000183105469
2025-09-22,72.3499984741211
2025-09-23,72.31999969482422
2025-09-24,73.83000183105469
2025-09-25,74.6500015258789
2025-09-26,75.8499984741211
2025-09-29,76.20999908447266
2025-09-30,75.48999786376953
2025-10-01,78.66999816894531
2025-10-02,78.18000030517578
2025-10-03,80.05999755859375
2025-10-06,82.11000061035156
2025-10-07,83.20999908447266
2025-10-08,84.04000091552734
2025-10-09,83.70999908447266
2025-10-10,83.3499984741211
2025-10-13,84.30000305175781
2025-10-14,84.63999938964844
2025-10-15,85.79000091552734
",
3141,US,technical,"From September 04, 2021 to March 21, 2022, what is Visa Inc.'s Sharpe Ratio? (Default risk-free rate is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0531,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{252}),"date,close
2021-09-03,225.1100006103516
2021-09-07,226.2700042724609
2021-09-08,229.08999633789065
2021-09-09,227.4900054931641
2021-09-10,224.91000366210935
2021-09-13,224.6300048828125
2021-09-14,223.02999877929688
2021-09-15,223.80999755859372
2021-09-16,224.3300018310547
2021-09-17,221.75
2021-09-20,220.0500030517578
2021-09-21,220.1699981689453
2021-09-22,222.75
2021-09-23,228.30999755859372
2021-09-24,231.58999633789065
2021-09-27,229.6000061035156
2021-09-28,225.55999755859372
2021-09-29,226.67999267578125
2021-09-30,222.75
2021-10-01,230.4600067138672
2021-10-04,224.72999572753903
2021-10-05,224.27999877929688
2021-10-06,226.50999450683597
2021-10-07,230.5500030517578
2021-10-08,230.2700042724609
2021-10-11,225.1100006103516
2021-10-12,224.0500030517578
2021-10-13,222.4600067138672
2021-10-14,225.17999267578125
2021-10-15,230.9900054931641
2021-10-18,230.6499938964844
2021-10-19,233.5200042724609
2021-10-20,231.4199981689453
2021-10-21,230.2400054931641
2021-10-22,231.22999572753903
2021-10-25,233.8800048828125
2021-10-26,231.82000732421875
2021-10-27,215.77999877929688
2021-10-28,209.83999633789065
2021-10-29,211.7700042724609
2021-11-01,212.4600067138672
2021-11-02,209.13999938964844
2021-11-03,208.1000061035156
2021-11-04,208.77999877929688
2021-11-05,216.6699981689453
2021-11-08,220.4900054931641
2021-11-09,213.38999938964844
2021-11-10,215.55999755859372
2021-11-11,210.4199981689453
2021-11-12,212.08999633789065
2021-11-15,212.3000030517578
2021-11-16,215.17999267578125
2021-11-17,205.05999755859372
2021-11-18,203.3300018310547
2021-11-19,200.8600006103516
2021-11-22,195.5800018310547
2021-11-23,198.4900054931641
2021-11-24,203.25
2021-11-26,197.6499938964844
2021-11-29,196.2899932861328
2021-11-30,193.7700042724609
2021-12-01,190.16000366210935
2021-12-02,198.2899932861328
2021-12-03,196.32000732421875
2021-12-06,202.67999267578125
2021-12-07,207.3699951171875
2021-12-08,208.9900054931641
2021-12-09,211.38999938964844
2021-12-10,213.3999938964844
2021-12-13,211.0200042724609
2021-12-14,209.97999572753903
2021-12-15,212.30999755859372
2021-12-16,214.3699951171875
2021-12-17,211.8800048828125
2021-12-20,208.7400054931641
2021-12-21,215.3800048828125
2021-12-22,217.9600067138672
2021-12-23,216.6199951171875
2021-12-27,217.6300048828125
2021-12-28,218.0500030517578
2021-12-29,218.1699981689453
2021-12-30,217.8699951171875
2021-12-31,216.7100067138672
2022-01-03,221.42999267578125
2022-01-04,222.4600067138672
2022-01-05,220.0
2022-01-06,219.75
2022-01-07,216.9600067138672
2022-01-10,211.97000122070312
2022-01-11,214.3800048828125
2022-01-12,215.7100067138672
2022-01-13,215.0
2022-01-14,214.6699981689453
2022-01-18,215.7100067138672
2022-01-19,214.67999267578125
2022-01-20,214.3500061035156
2022-01-21,205.92999267578125
2022-01-24,201.8500061035156
2022-01-25,202.0
2022-01-26,205.8699951171875
2022-01-27,206.1499938964844
2022-01-28,228.0
2022-01-31,226.1699981689453
2022-02-01,232.3600006103516
2022-02-02,235.4199981689453
2022-02-03,231.5399932861328
2022-02-04,228.38999938964844
2022-02-07,227.16000366210935
2022-02-08,227.94000244140625
2022-02-09,230.8699951171875
2022-02-10,225.58999633789065
2022-02-11,224.69000244140625
2022-02-14,225.33999633789065
2022-02-15,227.82000732421875
2022-02-16,228.82000732421875
2022-02-17,224.6100006103516
2022-02-18,222.69000244140625
2022-02-22,221.32000732421875
2022-02-23,215.9499969482422
2022-02-24,217.3000030517578
2022-02-25,219.2700042724609
2022-02-28,216.1199951171875
2022-03-01,208.97000122070312
2022-03-02,208.47999572753903
2022-03-03,207.22999572753903
2022-03-04,200.2899932861328
2022-03-07,190.6999969482422
2022-03-08,191.7100067138672
2022-03-09,199.75999450683597
2022-03-10,197.97000122070312
2022-03-11,196.7100067138672
2022-03-14,200.3300018310547
2022-03-15,206.13999938964844
2022-03-16,211.8699951171875
2022-03-17,213.4499969482422
2022-03-18,219.1100006103516
2022-03-21,217.0399932861328
",
3142,US,technical,"What was Exelon's Sharpe Ratio during the period February 26, 2022 to October 13, 2022? (Default risk-free rate is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6482,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{252}),"date,close
2022-02-25,42.59999847412109
2022-02-28,42.560001373291016
2022-03-01,42.22999954223633
2022-03-02,42.7599983215332
2022-03-03,43.130001068115234
2022-03-04,44.27999877929688
2022-03-07,43.83000183105469
2022-03-08,43.4900016784668
2022-03-09,43.54999923706055
2022-03-10,43.59999847412109
2022-03-11,43.630001068115234
2022-03-14,43.58000183105469
2022-03-15,43.7599983215332
2022-03-16,43.43999862670898
2022-03-17,43.45000076293945
2022-03-18,43.25
2022-03-21,43.65999984741211
2022-03-22,43.630001068115234
2022-03-23,43.70000076293945
2022-03-24,44.470001220703125
2022-03-25,45.5099983215332
2022-03-28,46.02000045776367
2022-03-29,46.9900016784668
2022-03-30,47.22999954223633
2022-03-31,47.630001068115234
2022-04-01,47.65999984741211
2022-04-04,47.34000015258789
2022-04-05,47.79999923706055
2022-04-06,49.709999084472656
2022-04-07,50.02000045776367
2022-04-08,50.130001068115234
2022-04-11,48.2400016784668
2022-04-12,48.04999923706055
2022-04-13,48.63999938964844
2022-04-14,49.02999877929688
2022-04-18,49.22999954223633
2022-04-19,49.5
2022-04-20,50.25
2022-04-21,49.7400016784668
2022-04-22,48.650001525878906
2022-04-25,48.77000045776367
2022-04-26,48.41999816894531
2022-04-27,47.790000915527344
2022-04-28,48.34000015258789
2022-04-29,46.77999877929688
2022-05-02,46.650001525878906
2022-05-03,46.68999862670898
2022-05-04,47.91999816894531
2022-05-05,46.900001525878906
2022-05-06,47.060001373291016
2022-05-09,46.72999954223633
2022-05-10,46.7599983215332
2022-05-11,47.619998931884766
2022-05-12,45.84999847412109
2022-05-13,46.72999954223633
2022-05-16,46.869998931884766
2022-05-17,47.540000915527344
2022-05-18,47.130001068115234
2022-05-19,47.34999847412109
2022-05-20,47.150001525878906
2022-05-23,47.88999938964844
2022-05-24,48.83000183105469
2022-05-25,49.02000045776367
2022-05-26,49.15999984741211
2022-05-27,49.84999847412109
2022-05-31,49.150001525878906
2022-06-01,49.18999862670898
2022-06-02,48.9900016784668
2022-06-03,48.72999954223633
2022-06-06,48.54999923706055
2022-06-07,49.04999923706055
2022-06-08,48.16999816894531
2022-06-09,46.65999984741211
2022-06-10,46.0099983215332
2022-06-13,43.68000030517578
2022-06-14,42.310001373291016
2022-06-15,42.2599983215332
2022-06-16,41.220001220703125
2022-06-17,40.90999984741211
2022-06-21,41.59999847412109
2022-06-22,41.68999862670898
2022-06-23,42.22999954223633
2022-06-24,43.290000915527344
2022-06-27,43.88999938964844
2022-06-28,43.880001068115234
2022-06-29,44.34000015258789
2022-06-30,45.31999969482422
2022-07-01,46.06999969482422
2022-07-05,43.619998931884766
2022-07-06,44.2599983215332
2022-07-07,44.38999938964844
2022-07-08,44.290000915527344
2022-07-11,44.43000030517578
2022-07-12,44.22999954223633
2022-07-13,43.59999847412109
2022-07-14,44.150001525878906
2022-07-15,44.22999954223633
2022-07-18,43.7599983215332
2022-07-19,43.70000076293945
2022-07-20,43.09999847412109
2022-07-21,43.2599983215332
2022-07-22,44.02000045776367
2022-07-25,44.41999816894531
2022-07-26,44.70000076293945
2022-07-27,44.459999084472656
2022-07-28,46.27000045776367
2022-07-29,46.4900016784668
2022-08-01,46.11000061035156
2022-08-02,45.83000183105469
2022-08-03,44.310001373291016
2022-08-04,45.060001373291016
2022-08-05,44.77000045776367
2022-08-08,44.97999954223633
2022-08-09,45.400001525878906
2022-08-10,45.52999877929688
2022-08-11,45.70000076293945
2022-08-12,46.16999816894531
2022-08-15,46.70000076293945
2022-08-16,46.68999862670898
2022-08-17,46.25
2022-08-18,46.310001373291016
2022-08-19,46.13999938964844
2022-08-22,45.34999847412109
2022-08-23,45.06999969482422
2022-08-24,45.4900016784668
2022-08-25,45.81999969482422
2022-08-26,44.709999084472656
2022-08-29,45.0
2022-08-30,44.060001373291016
2022-08-31,43.90999984741211
2022-09-01,44.45000076293945
2022-09-02,44.08000183105469
2022-09-06,43.88999938964844
2022-09-07,45.11000061035156
2022-09-08,45.369998931884766
2022-09-09,45.84000015258789
2022-09-12,46.11000061035156
2022-09-13,44.02000045776367
2022-09-14,44.34999847412109
2022-09-15,43.2400016784668
2022-09-16,43.209999084472656
2022-09-19,43.38999938964844
2022-09-20,42.77999877929688
2022-09-21,42.09999847412109
2022-09-22,41.68000030517578
2022-09-23,41.66999816894531
2022-09-26,40.58000183105469
2022-09-27,40.150001525878906
2022-09-28,39.68000030517578
2022-09-29,37.75
2022-09-30,37.459999084472656
2022-10-03,38.47999954223633
2022-10-04,40.0099983215332
2022-10-05,38.70000076293945
2022-10-06,37.7599983215332
2022-10-07,36.959999084472656
2022-10-10,37.810001373291016
2022-10-11,37.470001220703125
2022-10-12,35.959999084472656
2022-10-13,37.22999954223633
",
3143,US,technical,"For Sharpe Ratio, what is Pool Corporation's value from November 14, 2022 to February 08, 2023? (Default risk-free rate is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.1803,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{252}),"date,close
2022-11-11,351.3599853515625
2022-11-14,340.8900146484375
2022-11-15,346.25
2022-11-16,337.45001220703125
2022-11-17,319.6000061035156
2022-11-18,321.9800109863281
2022-11-21,320.239990234375
2022-11-22,326.42999267578125
2022-11-23,332.3900146484375
2022-11-25,328.82000732421875
2022-11-28,315.2300109863281
2022-11-29,320.75
2022-11-30,329.4100036621094
2022-12-01,338.1300048828125
2022-12-02,330.42999267578125
2022-12-05,320.1099853515625
2022-12-06,317.989990234375
2022-12-07,321.0799865722656
2022-12-08,329.2300109863281
2022-12-09,331.010009765625
2022-12-12,331.1199951171875
2022-12-13,335.4700012207031
2022-12-14,334.8099975585937
2022-12-15,320.0400085449219
2022-12-16,313.0199890136719
2022-12-19,308.1400146484375
2022-12-20,303.7699890136719
2022-12-21,311.67999267578125
2022-12-22,305.0799865722656
2022-12-23,305.6000061035156
2022-12-27,306.010009765625
2022-12-28,296.4800109863281
2022-12-29,306.9200134277344
2022-12-30,302.3299865722656
2023-01-03,300.8299865722656
2023-01-04,304.42999267578125
2023-01-05,303.0
2023-01-06,315.3099975585937
2023-01-09,317.8099975585937
2023-01-10,325.0599975585937
2023-01-11,342.8099975585937
2023-01-12,346.7900085449219
2023-01-13,349.0899963378906
2023-01-17,353.9700012207031
2023-01-18,359.6499938964844
2023-01-19,344.7799987792969
2023-01-20,352.739990234375
2023-01-23,359.2799987792969
2023-01-24,364.260009765625
2023-01-25,363.5
2023-01-26,364.4100036621094
2023-01-27,379.3900146484375
2023-01-30,376.4800109863281
2023-01-31,385.6099853515625
2023-02-01,398.1400146484375
2023-02-02,422.1700134277344
2023-02-03,403.5700073242188
2023-02-06,392.0400085449219
2023-02-07,391.8299865722656
2023-02-08,385.1300048828125
",
3144,US,technical,"Calculate Weyerhaeuser's Sharpe Ratio from March 03, 2024 to June 09, 2024. (Default risk-free rate is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.2462,easy,risk-adjusted return,SR = (AnnRet - rf) / (\sigma(r) * \sqrt{252}),"date,close
2024-03-01,34.90999984741211
2024-03-04,35.36000061035156
2024-03-05,34.439998626708984
2024-03-06,34.560001373291016
2024-03-07,34.369998931884766
2024-03-08,34.84000015258789
2024-03-11,35.06999969482422
2024-03-12,34.470001220703125
2024-03-13,34.560001373291016
2024-03-14,34.2599983215332
2024-03-15,34.33000183105469
2024-03-18,34.150001525878906
2024-03-19,34.529998779296875
2024-03-20,35.310001373291016
2024-03-21,35.529998779296875
2024-03-22,35.61000061035156
2024-03-25,35.4900016784668
2024-03-26,35.45000076293945
2024-03-27,35.93000030517578
2024-03-28,35.90999984741211
2024-04-01,35.560001373291016
2024-04-02,35.43000030517578
2024-04-03,34.939998626708984
2024-04-04,34.63999938964844
2024-04-05,34.59000015258789
2024-04-08,34.41999816894531
2024-04-09,35.029998779296875
2024-04-10,33.599998474121094
2024-04-11,33.650001525878906
2024-04-12,33.2400016784668
2024-04-15,32.689998626708984
2024-04-16,31.96999931335449
2024-04-17,31.520000457763672
2024-04-18,31.350000381469727
2024-04-19,31.46999931335449
2024-04-22,31.46999931335449
2024-04-23,31.709999084472656
2024-04-24,31.540000915527344
2024-04-25,31.459999084472656
2024-04-26,31.049999237060547
2024-04-29,31.18000030517578
2024-04-30,30.170000076293945
2024-05-01,30.200000762939453
2024-05-02,31.01000022888184
2024-05-03,31.09000015258789
2024-05-06,31.07999992370605
2024-05-07,30.850000381469727
2024-05-08,30.729999542236328
2024-05-09,31.1299991607666
2024-05-10,30.96999931335449
2024-05-13,31.209999084472656
2024-05-14,31.190000534057617
2024-05-15,31.36000061035156
2024-05-16,31.11000061035156
2024-05-17,31.170000076293945
2024-05-20,30.90999984741211
2024-05-21,31.11000061035156
2024-05-22,30.700000762939453
2024-05-23,30.11000061035156
2024-05-24,30.200000762939453
2024-05-28,29.76000022888184
2024-05-29,29.36000061035156
2024-05-30,29.71999931335449
2024-05-31,30.030000686645508
2024-06-03,29.709999084472656
2024-06-04,29.46999931335449
2024-06-05,29.450000762939453
2024-06-06,29.76000022888184
2024-06-07,29.36000061035156
",
3145,US,technical,"What is the value of Sortino Ratio for Microchip Technology from May 26, 2023 to February 16, 2024? (Default target return is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.8394,easy,risk-adjusted return,Sortino = (AnnRet - rf) / \sqrt{DD^2 * 252},"date,close
2023-05-25,74.13999938964844
2023-05-26,78.31999969482422
2023-05-30,76.8499984741211
2023-05-31,75.26000213623047
2023-06-01,76.66000366210938
2023-06-02,77.19999694824219
2023-06-05,75.2699966430664
2023-06-06,77.5
2023-06-07,80.98999786376953
2023-06-08,80.75
2023-06-09,80.06999969482422
2023-06-12,82.91999816894531
2023-06-13,85.70999908447266
2023-06-14,86.63999938964844
2023-06-15,85.37000274658203
2023-06-16,85.48999786376953
2023-06-20,84.38999938964844
2023-06-21,82.95999908447266
2023-06-22,83.12000274658203
2023-06-23,81.97000122070312
2023-06-26,82.83999633789062
2023-06-27,86.77999877929688
2023-06-28,85.87999725341797
2023-06-29,86.9800033569336
2023-06-30,89.58999633789062
2023-07-03,90.69000244140624
2023-07-05,88.43000030517578
2023-07-06,86.88999938964844
2023-07-07,86.62000274658203
2023-07-10,88.88999938964844
2023-07-11,88.38999938964844
2023-07-12,90.70999908447266
2023-07-13,92.36000061035156
2023-07-14,89.72000122070312
2023-07-17,92.18000030517578
2023-07-18,93.33999633789062
2023-07-19,91.7300033569336
2023-07-20,88.23999786376953
2023-07-21,89.72000122070312
2023-07-24,88.87000274658203
2023-07-25,90.83999633789062
2023-07-26,88.33000183105469
2023-07-27,90.43000030517578
2023-07-28,93.0999984741211
2023-07-31,93.94000244140624
2023-08-01,93.3499984741211
2023-08-02,90.2699966430664
2023-08-03,89.5199966430664
2023-08-04,83.45999908447266
2023-08-07,84.80999755859375
2023-08-08,84.52999877929688
2023-08-09,84.05999755859375
2023-08-10,83.30999755859375
2023-08-11,81.7699966430664
2023-08-14,83.04000091552734
2023-08-15,80.88999938964844
2023-08-16,79.7699966430664
2023-08-17,79.0999984741211
2023-08-18,79.41000366210938
2023-08-21,80.5199966430664
2023-08-22,80.2300033569336
2023-08-23,80.58999633789062
2023-08-24,77.76000213623047
2023-08-25,79.37000274658203
2023-08-28,80.29000091552734
2023-08-29,81.97000122070312
2023-08-30,81.98999786376953
2023-08-31,81.83999633789062
2023-09-01,82.29000091552734
2023-09-05,81.55999755859375
2023-09-06,81.05999755859375
2023-09-07,79.0999984741211
2023-09-08,78.77999877929688
2023-09-11,79.45999908447266
2023-09-12,78.37000274658203
2023-09-13,78.66999816894531
2023-09-14,80.02999877929688
2023-09-15,77.62999725341797
2023-09-18,77.94999694824219
2023-09-19,77.77999877929688
2023-09-20,76.72000122070312
2023-09-21,76.08999633789062
2023-09-22,77.08000183105469
2023-09-25,77.43000030517578
2023-09-26,76.05000305175781
2023-09-27,76.5
2023-09-28,78.61000061035156
2023-09-29,78.05000305175781
2023-10-02,78.37000274658203
2023-10-03,76.75
2023-10-04,77.7699966430664
2023-10-05,77.3499984741211
2023-10-06,79.54000091552734
2023-10-09,79.43000030517578
2023-10-10,80.77999877929688
2023-10-11,81.2300033569336
2023-10-12,80.51000213623047
2023-10-13,77.45999908447266
2023-10-16,78.94999694824219
2023-10-17,78.91000366210938
2023-10-18,77.98999786376953
2023-10-19,76.79000091552734
2023-10-20,75.36000061035156
2023-10-23,74.38999938964844
2023-10-24,76.02999877929688
2023-10-25,71.37999725341797
2023-10-26,72.76000213623047
2023-10-27,72.26000213623047
2023-10-30,70.66000366210938
2023-10-31,71.29000091552734
2023-11-01,71.04000091552734
2023-11-02,73.5999984741211
2023-11-03,76.43000030517578
2023-11-06,75.12000274658203
2023-11-07,75.30999755859375
2023-11-08,75.36000061035156
2023-11-09,73.69999694824219
2023-11-10,77.55999755859375
2023-11-13,76.62000274658203
2023-11-14,81.27999877929688
2023-11-15,82.5
2023-11-16,82.16000366210938
2023-11-17,83.52999877929688
2023-11-20,84.70999908447266
2023-11-21,82.51000213623047
2023-11-22,82.45999908447266
2023-11-24,83.26000213623047
2023-11-27,81.76000213623047
2023-11-28,81.81999969482422
2023-11-29,82.9800033569336
2023-11-30,83.44000244140625
2023-12-01,84.66000366210938
2023-12-04,84.48999786376953
2023-12-05,83.55000305175781
2023-12-06,83.62000274658203
2023-12-07,85.80999755859375
2023-12-08,86.08000183105469
2023-12-11,88.91000366210938
2023-12-12,89.2300033569336
2023-12-13,89.86000061035156
2023-12-14,92.95999908447266
2023-12-15,92.1999969482422
2023-12-18,91.30999755859376
2023-12-19,91.38999938964844
2023-12-20,88.55000305175781
2023-12-21,89.87999725341797
2023-12-22,90.19000244140624
2023-12-26,91.30999755859376
2023-12-27,91.12000274658205
2023-12-28,90.83999633789062
2023-12-29,90.18000030517578
2024-01-02,86.55999755859375
2024-01-03,84.56999969482422
2024-01-04,83.4000015258789
2024-01-05,83.98999786376953
2024-01-08,85.63999938964844
2024-01-09,85.33999633789062
2024-01-10,85.44000244140625
2024-01-11,85.69999694824219
2024-01-12,85.41000366210938
2024-01-16,85.16000366210938
2024-01-17,83.33999633789062
2024-01-18,86.16000366210938
2024-01-19,89.44000244140625
2024-01-22,90.73999786376952
2024-01-23,91.98999786376952
2024-01-24,90.55999755859376
2024-01-25,89.6500015258789
2024-01-26,86.91999816894531
2024-01-29,87.2300033569336
2024-01-30,85.95999908447266
2024-01-31,85.18000030517578
2024-02-01,85.6500015258789
2024-02-02,84.29000091552734
2024-02-05,85.45999908447266
2024-02-06,83.25
2024-02-07,83.30999755859375
2024-02-08,84.3499984741211
2024-02-09,85.44000244140625
2024-02-12,83.94999694824219
2024-02-13,80.66999816894531
2024-02-14,80.58000183105469
2024-02-15,82.51000213623047
2024-02-16,81.61000061035156
",
3146,US,technical,"From March 08, 2022 to December 25, 2022, what is Bank of America's Sortino Ratio? (Default target return is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.7299,easy,risk-adjusted return,Sortino = (AnnRet - rf) / \sqrt{DD^2 * 252},"date,close
2022-03-07,38.34000015258789
2022-03-08,38.59000015258789
2022-03-09,41.040000915527344
2022-03-10,40.66999816894531
2022-03-11,40.33000183105469
2022-03-14,41.20000076293945
2022-03-15,41.5
2022-03-16,42.79999923706055
2022-03-17,43.02999877929688
2022-03-18,42.900001525878906
2022-03-21,42.84000015258789
2022-03-22,44.18000030517578
2022-03-23,43.09000015258789
2022-03-24,43.06999969482422
2022-03-25,43.72999954223633
2022-03-28,43.54999923706055
2022-03-29,43.43999862670898
2022-03-30,43.0
2022-03-31,41.220001220703125
2022-04-01,40.900001525878906
2022-04-04,40.83000183105469
2022-04-05,40.13999938964844
2022-04-06,39.70000076293945
2022-04-07,39.38999938964844
2022-04-08,39.66999816894531
2022-04-11,39.59000015258789
2022-04-12,39.16999816894531
2022-04-13,38.81999969482422
2022-04-14,37.56999969482422
2022-04-18,38.84999847412109
2022-04-19,39.56999969482422
2022-04-20,39.65999984741211
2022-04-21,38.90999984741211
2022-04-22,37.560001373291016
2022-04-25,37.290000915527344
2022-04-26,36.45000076293945
2022-04-27,36.25
2022-04-28,36.810001373291016
2022-04-29,35.68000030517578
2022-05-02,36.13999938964844
2022-05-03,37.130001068115234
2022-05-04,38.619998931884766
2022-05-05,37.540000915527344
2022-05-06,37.45000076293945
2022-05-09,36.369998931884766
2022-05-10,35.7599983215332
2022-05-11,35.56999969482422
2022-05-12,35.06999969482422
2022-05-13,35.16999816894531
2022-05-16,34.810001373291016
2022-05-17,35.9900016784668
2022-05-18,34.880001068115234
2022-05-19,34.45000076293945
2022-05-20,33.86000061035156
2022-05-23,35.869998931884766
2022-05-24,35.650001525878906
2022-05-25,35.84000015258789
2022-05-26,36.66999816894531
2022-05-27,37.02000045776367
2022-05-31,37.20000076293945
2022-06-01,36.66999816894531
2022-06-02,36.70000076293945
2022-06-03,36.18999862670898
2022-06-06,36.150001525878906
2022-06-07,36.34999847412109
2022-06-08,35.88999938964844
2022-06-09,34.5099983215332
2022-06-10,33.16999816894531
2022-06-13,32.02000045776367
2022-06-14,31.459999084472656
2022-06-15,32.04999923706055
2022-06-16,31.850000381469727
2022-06-17,31.920000076293945
2022-06-21,32.849998474121094
2022-06-22,32.599998474121094
2022-06-23,32.08000183105469
2022-06-24,32.310001373291016
2022-06-27,32.349998474121094
2022-06-28,32.2599983215332
2022-06-29,31.86000061035156
2022-06-30,31.1299991607666
2022-07-01,31.559999465942383
2022-07-05,31.239999771118164
2022-07-06,30.979999542236328
2022-07-07,31.86000061035156
2022-07-08,31.790000915527344
2022-07-11,31.459999084472656
2022-07-12,31.36000061035156
2022-07-13,30.84000015258789
2022-07-14,30.1299991607666
2022-07-15,32.25
2022-07-18,32.2599983215332
2022-07-19,33.349998474121094
2022-07-20,33.36000061035156
2022-07-21,33.650001525878906
2022-07-22,33.43000030517578
2022-07-25,33.72999954223633
2022-07-26,33.04999923706055
2022-07-27,33.59000015258789
2022-07-28,33.31999969482422
2022-07-29,33.810001373291016
2022-08-01,33.709999084472656
2022-08-02,33.040000915527344
2022-08-03,33.63999938964844
2022-08-04,33.400001525878906
2022-08-05,33.959999084472656
2022-08-08,33.4900016784668
2022-08-09,33.91999816894531
2022-08-10,35.06999969482422
2022-08-11,35.90999984741211
2022-08-12,36.29999923706055
2022-08-15,36.25
2022-08-16,36.63999938964844
2022-08-17,36.40999984741211
2022-08-18,36.27999877929688
2022-08-19,35.47999954223633
2022-08-22,34.720001220703125
2022-08-23,34.40999984741211
2022-08-24,34.52000045776367
2022-08-25,35.13999938964844
2022-08-26,34.029998779296875
2022-08-29,33.900001525878906
2022-08-30,34.09000015258789
2022-08-31,33.61000061035156
2022-09-01,33.470001220703125
2022-09-02,33.43000030517578
2022-09-06,33.060001373291016
2022-09-07,33.56999969482422
2022-09-08,34.650001525878906
2022-09-09,34.939998626708984
2022-09-12,35.27000045776367
2022-09-13,34.0
2022-09-14,33.869998931884766
2022-09-15,34.5099983215332
2022-09-16,34.119998931884766
2022-09-19,34.689998626708984
2022-09-20,34.16999816894531
2022-09-21,33.150001525878906
2022-09-22,32.5
2022-09-23,31.729999542236328
2022-09-26,31.030000686645508
2022-09-27,30.56999969482422
2022-09-28,31.06999969482422
2022-09-29,30.65999984741211
2022-09-30,30.200000762939453
2022-10-03,31.09000015258789
2022-10-04,32.380001068115234
2022-10-05,31.920000076293945
2022-10-06,31.459999084472656
2022-10-07,30.75
2022-10-10,30.65999984741211
2022-10-11,29.770000457763672
2022-10-12,29.86000061035156
2022-10-13,31.690000534057617
2022-10-14,31.700000762939453
2022-10-17,33.619998931884766
2022-10-18,34.880001068115234
2022-10-19,33.91999816894531
2022-10-20,33.70000076293945
2022-10-21,34.95000076293945
2022-10-24,35.06999969482422
2022-10-25,35.38999938964844
2022-10-26,35.70000076293945
2022-10-27,35.869998931884766
2022-10-28,36.18000030517578
2022-10-31,36.040000915527344
2022-11-01,36.20000076293945
2022-11-02,36.09000015258789
2022-11-03,35.88999938964844
2022-11-04,36.790000915527344
2022-11-07,37.0099983215332
2022-11-08,37.11000061035156
2022-11-09,36.52000045776367
2022-11-10,38.130001068115234
2022-11-11,38.40999984741211
2022-11-14,37.7599983215332
2022-11-15,37.70000076293945
2022-11-16,37.36000061035156
2022-11-17,37.16999816894531
2022-11-18,37.18999862670898
2022-11-21,37.310001373291016
2022-11-22,37.4900016784668
2022-11-23,37.61000061035156
2022-11-25,37.70000076293945
2022-11-28,36.86000061035156
2022-11-29,37.0
2022-11-30,37.84999847412109
2022-12-01,36.54999923706055
2022-12-02,36.08000183105469
2022-12-05,34.470001220703125
2022-12-06,33.0
2022-12-07,32.7400016784668
2022-12-08,32.439998626708984
2022-12-09,32.380001068115234
2022-12-12,32.72999954223633
2022-12-13,32.75
2022-12-14,32.279998779296875
2022-12-15,31.770000457763672
2022-12-16,31.700000762939453
2022-12-19,32.060001373291016
2022-12-20,32.189998626708984
2022-12-21,32.68000030517578
2022-12-22,32.38999938964844
2022-12-23,32.470001220703125
",
3147,US,technical,"What was Fox Corporation (Class A)'s Sortino Ratio during the period November 21, 2025 to December 24, 2025? (Default target return is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.9825,easy,risk-adjusted return,Sortino = (AnnRet - rf) / \sqrt{DD^2 * 252},"date,close
2025-11-20,65.13999938964844
2025-11-21,65.69000244140625
2025-11-24,64.30000305175781
2025-11-25,64.7300033569336
2025-11-26,65.05000305175781
2025-11-28,65.5
2025-12-01,66.38999938964844
2025-12-02,66.25
2025-12-03,66.44999694824219
2025-12-04,67.79000091552734
2025-12-05,68.4000015258789
2025-12-08,69.20999908447266
2025-12-09,70.30000305175781
2025-12-10,71.73999786376953
2025-12-11,71.81999969482422
2025-12-12,71.0999984741211
2025-12-15,71.2300033569336
2025-12-16,70.36000061035156
2025-12-17,71.16999816894531
2025-12-18,71.26000213623047
2025-12-19,71.7699966430664
2025-12-22,73.62000274658203
2025-12-23,73.70999908447266
2025-12-24,73.91000366210938
",
3148,US,technical,"For Sortino Ratio, what is Blackstone Inc.'s value from November 26, 2022 to December 06, 2022? (Default target return is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-8.4063,easy,risk-adjusted return,Sortino = (AnnRet - rf) / \sqrt{DD^2 * 252},"date,close
2022-11-25,90.0
2022-11-28,88.0999984741211
2022-11-29,88.20999908447266
2022-11-30,91.52999877929688
2022-12-01,85.04000091552734
2022-12-02,85.16000366210938
2022-12-05,81.97000122070312
2022-12-06,78.7300033569336
",
3149,US,technical,"Calculate Apollo Global Management's Sortino Ratio from June 10, 2022 to May 20, 2023. (Default target return is 0; annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7022,easy,risk-adjusted return,Sortino = (AnnRet - rf) / \sqrt{DD^2 * 252},"date,close
2022-06-09,56.65999984741211
2022-06-10,54.45000076293945
2022-06-13,50.08000183105469
2022-06-14,49.36000061035156
2022-06-15,50.54999923706055
2022-06-16,46.77999877929688
2022-06-17,48.25
2022-06-21,49.84999847412109
2022-06-22,50.18999862670898
2022-06-23,49.93999862670898
2022-06-24,52.0
2022-06-27,52.380001068115234
2022-06-28,51.27000045776367
2022-06-29,49.68000030517578
2022-06-30,48.47999954223633
2022-07-01,49.2599983215332
2022-07-05,51.06999969482422
2022-07-06,50.2400016784668
2022-07-07,52.310001373291016
2022-07-08,51.560001373291016
2022-07-11,50.70000076293945
2022-07-12,50.709999084472656
2022-07-13,50.29999923706055
2022-07-14,48.66999816894531
2022-07-15,50.84999847412109
2022-07-18,51.29999923706055
2022-07-19,53.06999969482422
2022-07-20,54.18999862670898
2022-07-21,54.58000183105469
2022-07-22,53.93999862670898
2022-07-25,54.040000915527344
2022-07-26,53.54999923706055
2022-07-27,54.83000183105469
2022-07-28,56.5099983215332
2022-07-29,57.09999847412109
2022-08-01,57.119998931884766
2022-08-02,56.40999984741211
2022-08-03,57.22999954223633
2022-08-04,57.9900016784668
2022-08-05,57.52999877929688
2022-08-08,57.41999816894531
2022-08-09,57.900001525878906
2022-08-10,59.9900016784668
2022-08-11,60.88999938964844
2022-08-12,61.0
2022-08-15,61.47999954223633
2022-08-16,60.72999954223633
2022-08-17,59.2400016784668
2022-08-18,59.54999923706055
2022-08-19,58.130001068115234
2022-08-22,57.08000183105469
2022-08-23,58.09000015258789
2022-08-24,58.959999084472656
2022-08-25,60.310001373291016
2022-08-26,56.369998931884766
2022-08-29,55.66999816894531
2022-08-30,54.95000076293945
2022-08-31,55.58000183105469
2022-09-01,54.83000183105469
2022-09-02,55.0
2022-09-06,55.619998931884766
2022-09-07,56.7400016784668
2022-09-08,56.86000061035156
2022-09-09,58.11000061035156
2022-09-12,58.93999862670898
2022-09-13,56.65999984741211
2022-09-14,57.41999816894531
2022-09-15,57.150001525878906
2022-09-16,54.810001373291016
2022-09-19,55.45000076293945
2022-09-20,53.86000061035156
2022-09-21,52.65999984741211
2022-09-22,51.5099983215332
2022-09-23,49.59999847412109
2022-09-26,48.869998931884766
2022-09-27,48.84999847412109
2022-09-28,50.04999923706055
2022-09-29,47.630001068115234
2022-09-30,46.5
2022-10-03,48.93000030517578
2022-10-04,51.93000030517578
2022-10-05,51.630001068115234
2022-10-06,51.0099983215332
2022-10-07,48.77000045776367
2022-10-10,48.54999923706055
2022-10-11,47.68000030517578
2022-10-12,48.29999923706055
2022-10-13,48.560001373291016
2022-10-14,47.36000061035156
2022-10-17,48.91999816894531
2022-10-18,50.25
2022-10-19,49.459999084472656
2022-10-20,49.150001525878906
2022-10-21,51.20000076293945
2022-10-24,51.72999954223633
2022-10-25,54.310001373291016
2022-10-26,54.13999938964844
2022-10-27,54.290000915527344
2022-10-28,55.630001068115234
2022-10-31,55.36000061035156
2022-11-01,57.16999816894531
2022-11-02,59.43000030517578
2022-11-03,60.52999877929688
2022-11-04,62.58000183105469
2022-11-07,63.150001525878906
2022-11-08,63.709999084472656
2022-11-09,61.0099983215332
2022-11-10,64.2300033569336
2022-11-11,65.22000122070312
2022-11-14,62.56999969482422
2022-11-15,64.54000091552734
2022-11-16,62.36000061035156
2022-11-17,61.59000015258789
2022-11-18,61.93999862670898
2022-11-21,62.63999938964844
2022-11-22,64.76000213623047
2022-11-23,65.31999969482422
2022-11-25,66.45999908447266
2022-11-28,65.01000213623047
2022-11-29,65.8499984741211
2022-11-30,69.38999938964844
2022-12-01,69.22000122070312
2022-12-02,68.25
2022-12-05,64.5
2022-12-06,63.2400016784668
2022-12-07,61.38999938964844
2022-12-08,62.83000183105469
2022-12-09,62.880001068115234
2022-12-12,64.06999969482422
2022-12-13,65.44000244140625
2022-12-14,66.08000183105469
2022-12-15,64.05999755859375
2022-12-16,62.5099983215332
2022-12-19,62.33000183105469
2022-12-20,62.70000076293945
2022-12-21,64.54000091552734
2022-12-22,63.77000045776367
2022-12-23,64.25
2022-12-27,63.40999984741211
2022-12-28,62.52000045776367
2022-12-29,63.56999969482422
2022-12-30,63.790000915527344
2023-01-03,62.810001373291016
2023-01-04,64.36000061035156
2023-01-05,62.95000076293945
2023-01-06,64.33000183105469
2023-01-09,65.31999969482422
2023-01-10,66.5199966430664
2023-01-11,67.68000030517578
2023-01-12,68.44000244140625
2023-01-13,69.70999908447266
2023-01-17,69.08999633789062
2023-01-18,68.02999877929688
2023-01-19,65.77999877929688
2023-01-20,67.06999969482422
2023-01-23,68.83999633789062
2023-01-24,67.69999694824219
2023-01-25,67.5999984741211
2023-01-26,70.43000030517578
2023-01-27,70.81999969482422
2023-01-30,69.26000213623047
2023-01-31,70.77999877929688
2023-02-01,72.5199966430664
2023-02-02,72.1500015258789
2023-02-03,73.4000015258789
2023-02-06,72.13999938964844
2023-02-07,73.3499984741211
2023-02-08,73.88999938964844
2023-02-09,68.4000015258789
2023-02-10,70.66000366210938
2023-02-13,71.06999969482422
2023-02-14,71.66000366210938
2023-02-15,72.43000030517578
2023-02-16,72.08999633789062
2023-02-17,71.44000244140625
2023-02-21,69.3499984741211
2023-02-22,70.2699966430664
2023-02-23,71.20999908447266
2023-02-24,70.87000274658203
2023-02-27,70.41999816894531
2023-02-28,70.9000015258789
2023-03-01,71.94000244140625
2023-03-02,72.37999725341797
2023-03-03,73.11000061035156
2023-03-06,72.54000091552734
2023-03-07,71.19999694824219
2023-03-08,71.2300033569336
2023-03-09,67.37000274658203
2023-03-10,60.290000915527344
2023-03-13,58.470001220703125
2023-03-14,59.7599983215332
2023-03-15,57.61000061035156
2023-03-16,58.75
2023-03-17,56.52999877929688
2023-03-20,56.810001373291016
2023-03-21,60.709999084472656
2023-03-22,58.93000030517578
2023-03-23,57.70000076293945
2023-03-24,57.540000915527344
2023-03-27,58.95000076293945
2023-03-28,59.09999847412109
2023-03-29,60.65999984741211
2023-03-30,61.45000076293945
2023-03-31,63.15999984741211
2023-04-03,62.400001525878906
2023-04-04,62.13999938964844
2023-04-05,61.400001525878906
2023-04-06,60.869998931884766
2023-04-10,61.84999847412109
2023-04-11,63.130001068115234
2023-04-12,62.58000183105469
2023-04-13,64.80000305175781
2023-04-14,65.01000213623047
2023-04-17,65.25
2023-04-18,65.33999633789062
2023-04-19,65.80000305175781
2023-04-20,64.29000091552734
2023-04-21,63.540000915527344
2023-04-24,63.29999923706055
2023-04-25,61.630001068115234
2023-04-26,61.380001068115234
2023-04-27,62.68999862670898
2023-04-28,63.38999938964844
2023-05-01,63.720001220703125
2023-05-02,61.2599983215332
2023-05-03,60.93000030517578
2023-05-04,58.040000915527344
2023-05-05,60.52999877929688
2023-05-08,61.83000183105469
2023-05-09,62.2599983215332
2023-05-10,63.63999938964844
2023-05-11,63.720001220703125
2023-05-12,62.5099983215332
2023-05-15,63.18000030517578
2023-05-16,62.040000915527344
2023-05-17,63.41999816894531
2023-05-18,63.7400016784668
2023-05-19,63.84999847412109
",
3150,US,technical,"What is the value of Calmar Ratio for Evergy from January 28, 2024 to February 29, 2024? (Return annualized (using CAGR); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-3.5603,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2024-01-29,50.59999847412109
2024-01-30,50.68999862670898
2024-01-31,50.77000045776367
2024-02-01,51.75
2024-02-02,50.70000076293945
2024-02-05,49.66999816894531
2024-02-06,49.65999984741211
2024-02-07,49.380001068115234
2024-02-08,48.619998931884766
2024-02-09,49.08000183105469
2024-02-12,49.77000045776367
2024-02-13,49.18999862670898
2024-02-14,49.18999862670898
2024-02-15,49.93999862670898
2024-02-16,50.02999877929688
2024-02-20,50.18000030517578
2024-02-21,50.61000061035156
2024-02-22,50.2599983215332
2024-02-23,50.56999969482422
2024-02-26,49.470001220703125
2024-02-27,50.20000076293945
2024-02-28,49.790000915527344
2024-02-29,49.540000915527344
",
3151,US,technical,"From January 06, 2022 to October 02, 2022, what is Vulcan Materials Company's Calmar Ratio? (Return annualized (using CAGR); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.9936,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2022-01-06,209.9499969482422
2022-01-07,207.9199981689453
2022-01-10,200.0800018310547
2022-01-11,200.44000244140625
2022-01-12,202.8800048828125
2022-01-13,199.07000732421875
2022-01-14,192.22999572753903
2022-01-18,190.58999633789065
2022-01-19,188.22000122070312
2022-01-20,188.22000122070312
2022-01-21,186.0200042724609
2022-01-24,188.7899932861328
2022-01-25,183.50999450683597
2022-01-26,183.66000366210935
2022-01-27,183.2100067138672
2022-01-28,188.4199981689453
2022-01-31,190.30999755859372
2022-02-01,191.3999938964844
2022-02-02,189.97999572753903
2022-02-03,185.3600006103516
2022-02-04,184.0399932861328
2022-02-07,182.4199981689453
2022-02-08,185.6100006103516
2022-02-09,188.8300018310547
2022-02-10,188.94000244140625
2022-02-11,187.0
2022-02-14,183.88999938964844
2022-02-15,189.1100006103516
2022-02-16,191.72000122070312
2022-02-17,187.6100006103516
2022-02-18,185.30999755859372
2022-02-22,183.05999755859372
2022-02-23,175.3000030517578
2022-02-24,177.14999389648438
2022-02-25,183.47999572753903
2022-02-28,181.4499969482422
2022-03-01,174.44000244140625
2022-03-02,178.25
2022-03-03,177.32000732421875
2022-03-04,177.10000610351562
2022-03-07,170.17999267578125
2022-03-08,170.9499969482422
2022-03-09,176.77000427246094
2022-03-10,175.3800048828125
2022-03-11,175.32000732421875
2022-03-14,177.9199981689453
2022-03-15,182.00999450683597
2022-03-16,181.27999877929688
2022-03-17,183.07000732421875
2022-03-18,183.47000122070312
2022-03-21,182.3300018310547
2022-03-22,182.0500030517578
2022-03-23,177.33999633789062
2022-03-24,180.83999633789065
2022-03-25,184.7100067138672
2022-03-28,187.2899932861328
2022-03-29,191.3300018310547
2022-03-30,187.1199951171875
2022-03-31,183.6999969482422
2022-04-01,184.17999267578125
2022-04-04,183.44000244140625
2022-04-05,182.3500061035156
2022-04-06,179.0
2022-04-07,176.07000732421875
2022-04-08,176.91000366210938
2022-04-11,176.1699981689453
2022-04-12,175.5
2022-04-13,176.47000122070312
2022-04-14,174.77000427246094
2022-04-18,173.99000549316406
2022-04-19,177.2100067138672
2022-04-20,182.6300048828125
2022-04-21,181.3699951171875
2022-04-22,171.0800018310547
2022-04-25,176.00999450683594
2022-04-26,170.5
2022-04-27,172.08999633789062
2022-04-28,177.8800048828125
2022-04-29,172.2899932861328
2022-05-02,172.02000427246094
2022-05-03,176.92999267578125
2022-05-04,185.42999267578125
2022-05-05,177.0800018310547
2022-05-06,169.8800048828125
2022-05-09,162.9499969482422
2022-05-10,161.5399932861328
2022-05-11,158.10000610351562
2022-05-12,165.11000061035156
2022-05-13,168.02000427246094
2022-05-16,160.1300048828125
2022-05-17,164.8800048828125
2022-05-18,160.52999877929688
2022-05-19,160.30999755859375
2022-05-20,160.02999877929688
2022-05-23,163.91000366210938
2022-05-24,161.24000549316406
2022-05-25,160.64999389648438
2022-05-26,164.27999877929688
2022-05-27,169.7100067138672
2022-05-31,164.8699951171875
2022-06-01,164.5399932861328
2022-06-02,168.47999572753906
2022-06-03,165.94000244140625
2022-06-06,166.72999572753906
2022-06-07,169.27000427246094
2022-06-08,163.00999450683594
2022-06-09,161.0800018310547
2022-06-10,156.35000610351562
2022-06-13,152.97000122070312
2022-06-14,151.0399932861328
2022-06-15,151.4499969482422
2022-06-16,144.92999267578125
2022-06-17,144.64999389648438
2022-06-21,144.6699981689453
2022-06-22,143.8300018310547
2022-06-23,141.4499969482422
2022-06-24,145.82000732421875
2022-06-27,145.9600067138672
2022-06-28,143.3699951171875
2022-06-29,143.27999877929688
2022-06-30,142.10000610351562
2022-07-01,142.47000122070312
2022-07-05,144.6300048828125
2022-07-06,145.64999389648438
2022-07-07,147.27999877929688
2022-07-08,146.41000366210938
2022-07-11,148.0800018310547
2022-07-12,148.49000549316406
2022-07-13,146.2899932861328
2022-07-14,147.27000427246094
2022-07-15,148.72000122070312
2022-07-18,148.39999389648438
2022-07-19,152.57000732421875
2022-07-20,154.5800018310547
2022-07-21,156.4600067138672
2022-07-22,155.64999389648438
2022-07-25,156.39999389648438
2022-07-26,156.2100067138672
2022-07-27,160.60000610351562
2022-07-28,162.91000366210938
2022-07-29,165.3300018310547
2022-08-01,164.86000061035156
2022-08-02,163.97999572753906
2022-08-03,166.25
2022-08-04,170.4199981689453
2022-08-05,172.02000427246094
2022-08-08,172.1699981689453
2022-08-09,170.5
2022-08-10,174.52000427246094
2022-08-11,175.61000061035156
2022-08-12,178.22999572753906
2022-08-15,177.91000366210938
2022-08-16,178.38999938964844
2022-08-17,178.2100067138672
2022-08-18,177.7899932861328
2022-08-19,175.66000366210938
2022-08-22,172.1699981689453
2022-08-23,171.14999389648438
2022-08-24,171.13999938964844
2022-08-25,174.8800048828125
2022-08-26,169.11000061035156
2022-08-29,169.24000549316406
2022-08-30,166.77000427246094
2022-08-31,166.49000549316406
2022-09-01,166.22000122070312
2022-09-02,164.9499969482422
2022-09-06,164.41000366210938
2022-09-07,170.02999877929688
2022-09-08,170.8300018310547
2022-09-09,171.80999755859375
2022-09-12,171.3000030517578
2022-09-13,163.66000366210938
2022-09-14,160.22000122070312
2022-09-15,162.22000122070312
2022-09-16,159.39999389648438
2022-09-19,162.97000122070312
2022-09-20,162.19000244140625
2022-09-21,160.47000122070312
2022-09-22,158.9600067138672
2022-09-23,155.6300048828125
2022-09-26,153.9499969482422
2022-09-27,152.33999633789062
2022-09-28,156.14999389648438
2022-09-29,157.77999877929688
2022-09-30,157.7100067138672
",
3152,US,technical,"What was Everest Group's Calmar Ratio during the period August 18, 2021 to March 14, 2022? (Return annualized (using CAGR); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0229,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2021-08-18,271.5799865722656
2021-08-19,271.42999267578125
2021-08-20,271.94000244140625
2021-08-23,272.8299865722656
2021-08-24,272.1700134277344
2021-08-25,272.7099914550781
2021-08-26,266.3699951171875
2021-08-27,267.9100036621094
2021-08-30,263.0199890136719
2021-08-31,264.8999938964844
2021-09-01,261.25
2021-09-02,259.1300048828125
2021-09-03,256.6400146484375
2021-09-07,252.17999267578125
2021-09-08,263.42999267578125
2021-09-09,260.0799865722656
2021-09-10,255.33999633789065
2021-09-13,257.1400146484375
2021-09-14,253.91000366210935
2021-09-15,253.38999938964844
2021-09-16,252.32000732421875
2021-09-17,255.8600006103516
2021-09-20,253.32000732421875
2021-09-21,252.8999938964844
2021-09-22,253.3800048828125
2021-09-23,255.22000122070312
2021-09-24,255.7400054931641
2021-09-27,258.8900146484375
2021-09-28,254.38999938964844
2021-09-29,253.0399932861328
2021-09-30,250.77999877929688
2021-10-01,252.02999877929688
2021-10-04,250.41000366210935
2021-10-05,255.7700042724609
2021-10-06,260.8500061035156
2021-10-07,266.07000732421875
2021-10-08,268.6000061035156
2021-10-11,265.44000244140625
2021-10-12,265.7900085449219
2021-10-13,266.19000244140625
2021-10-14,277.8699951171875
2021-10-15,278.4599914550781
2021-10-18,276.3500061035156
2021-10-19,276.6400146484375
2021-10-20,279.010009765625
2021-10-21,279.5799865722656
2021-10-22,280.9200134277344
2021-10-25,282.6400146484375
2021-10-26,286.6199951171875
2021-10-27,280.17999267578125
2021-10-28,267.3999938964844
2021-10-29,261.5
2021-11-01,265.4200134277344
2021-11-02,273.8099975585937
2021-11-03,273.9700012207031
2021-11-04,268.8099975585937
2021-11-05,273.54998779296875
2021-11-08,273.69000244140625
2021-11-09,272.44000244140625
2021-11-10,270.32000732421875
2021-11-11,272.82000732421875
2021-11-12,274.1499938964844
2021-11-15,275.5
2021-11-16,278.5400085449219
2021-11-17,278.1300048828125
2021-11-18,274.3999938964844
2021-11-19,267.1099853515625
2021-11-22,273.8699951171875
2021-11-23,279.489990234375
2021-11-24,277.8999938964844
2021-11-26,268.3999938964844
2021-11-29,264.3699951171875
2021-11-30,256.3800048828125
2021-12-01,256.8999938964844
2021-12-02,263.8299865722656
2021-12-03,262.4700012207031
2021-12-06,266.9700012207031
2021-12-07,270.8900146484375
2021-12-08,273.8299865722656
2021-12-09,271.19000244140625
2021-12-10,269.9700012207031
2021-12-13,267.4800109863281
2021-12-14,269.7099914550781
2021-12-15,269.8800048828125
2021-12-16,270.5599975585937
2021-12-17,266.92999267578125
2021-12-20,261.6700134277344
2021-12-21,264.8399963378906
2021-12-22,263.07000732421875
2021-12-23,267.0199890136719
2021-12-27,271.2200012207031
2021-12-28,274.2300109863281
2021-12-29,276.20001220703125
2021-12-30,274.2099914550781
2021-12-31,273.9200134277344
2022-01-03,272.7900085449219
2022-01-04,272.8699951171875
2022-01-05,269.25
2022-01-06,274.3099975585937
2022-01-07,279.1700134277344
2022-01-10,280.20001220703125
2022-01-11,285.6400146484375
2022-01-12,283.0199890136719
2022-01-13,284.6000061035156
2022-01-14,290.29998779296875
2022-01-18,290.8999938964844
2022-01-19,287.3399963378906
2022-01-20,287.1000061035156
2022-01-21,284.0299987792969
2022-01-24,284.1099853515625
2022-01-25,285.2900085449219
2022-01-26,281.760009765625
2022-01-27,277.94000244140625
2022-01-28,280.75
2022-01-31,283.3999938964844
2022-02-01,284.5299987792969
2022-02-02,290.2099914550781
2022-02-03,285.239990234375
2022-02-04,285.989990234375
2022-02-07,286.760009765625
2022-02-08,290.3699951171875
2022-02-09,289.1199951171875
2022-02-10,291.44000244140625
2022-02-11,294.92999267578125
2022-02-14,293.1199951171875
2022-02-15,300.6300048828125
2022-02-16,303.0799865722656
2022-02-17,302.760009765625
2022-02-18,304.4200134277344
2022-02-22,300.44000244140625
2022-02-23,300.0799865722656
2022-02-24,291.5
2022-02-25,302.32000732421875
2022-02-28,298.2200012207031
2022-03-01,284.0899963378906
2022-03-02,292.6700134277344
2022-03-03,289.1099853515625
2022-03-04,282.4100036621094
2022-03-07,267.3500061035156
2022-03-08,267.3599853515625
2022-03-09,275.4800109863281
2022-03-10,273.7900085449219
2022-03-11,271.4100036621094
2022-03-14,272.010009765625
",
3153,US,technical,"For Calmar Ratio, what is NRG Energy's value from November 02, 2021 to August 30, 2022? (Return annualized (using CAGR); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1968,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2021-11-02,39.540000915527344
2021-11-03,40.0
2021-11-04,35.560001373291016
2021-11-05,36.27999877929688
2021-11-08,35.630001068115234
2021-11-09,34.88999938964844
2021-11-10,34.970001220703125
2021-11-11,35.11000061035156
2021-11-12,35.70000076293945
2021-11-15,36.68000030517578
2021-11-16,36.619998931884766
2021-11-17,36.43999862670898
2021-11-18,36.04999923706055
2021-11-19,36.290000915527344
2021-11-22,36.540000915527344
2021-11-23,36.869998931884766
2021-11-24,37.2599983215332
2021-11-26,36.25
2021-11-29,36.630001068115234
2021-11-30,36.02000045776367
2021-12-01,35.599998474121094
2021-12-02,36.54999923706055
2021-12-03,36.560001373291016
2021-12-06,38.09000015258789
2021-12-07,38.86000061035156
2021-12-08,38.810001373291016
2021-12-09,38.470001220703125
2021-12-10,38.86000061035156
2021-12-13,39.970001220703125
2021-12-14,39.93000030517578
2021-12-15,40.060001373291016
2021-12-16,39.84999847412109
2021-12-17,40.4900016784668
2021-12-20,40.31999969482422
2021-12-21,41.52000045776367
2021-12-22,42.06999969482422
2021-12-23,42.20000076293945
2021-12-27,42.369998931884766
2021-12-28,42.68000030517578
2021-12-29,42.88999938964844
2021-12-30,42.90999984741211
2021-12-31,43.08000183105469
2022-01-03,42.959999084472656
2022-01-04,42.619998931884766
2022-01-05,41.41999816894531
2022-01-06,40.63999938964844
2022-01-07,40.560001373291016
2022-01-10,40.380001068115234
2022-01-11,40.880001068115234
2022-01-12,41.33000183105469
2022-01-13,40.900001525878906
2022-01-14,40.88999938964844
2022-01-18,40.2599983215332
2022-01-19,39.869998931884766
2022-01-20,38.52999877929688
2022-01-21,39.18999862670898
2022-01-24,39.81999969482422
2022-01-25,39.709999084472656
2022-01-26,39.72999954223633
2022-01-27,38.959999084472656
2022-01-28,39.900001525878906
2022-01-31,39.93000030517578
2022-02-01,38.75
2022-02-02,39.880001068115234
2022-02-03,39.40999984741211
2022-02-04,39.36000061035156
2022-02-07,39.900001525878906
2022-02-08,39.81999969482422
2022-02-09,40.880001068115234
2022-02-10,40.130001068115234
2022-02-11,39.68999862670898
2022-02-14,38.68000030517578
2022-02-15,38.95000076293945
2022-02-16,39.09000015258789
2022-02-17,38.31999969482422
2022-02-18,38.43000030517578
2022-02-22,37.27999877929688
2022-02-23,36.84000015258789
2022-02-24,38.18000030517578
2022-02-25,37.9900016784668
2022-02-28,37.84000015258789
2022-03-01,36.540000915527344
2022-03-02,37.72999954223633
2022-03-03,37.380001068115234
2022-03-04,37.560001373291016
2022-03-07,38.0099983215332
2022-03-08,37.43999862670898
2022-03-09,37.900001525878906
2022-03-10,37.650001525878906
2022-03-11,38.47999954223633
2022-03-14,38.68999862670898
2022-03-15,38.91999816894531
2022-03-16,39.20000076293945
2022-03-17,38.68000030517578
2022-03-18,37.90999984741211
2022-03-21,37.18999862670898
2022-03-22,37.56999969482422
2022-03-23,36.29999923706055
2022-03-24,36.45000076293945
2022-03-25,37.02999877929688
2022-03-28,37.61000061035156
2022-03-29,38.150001525878906
2022-03-30,38.02000045776367
2022-03-31,38.36000061035156
2022-04-01,38.400001525878906
2022-04-04,37.66999816894531
2022-04-05,37.619998931884766
2022-04-06,39.209999084472656
2022-04-07,39.040000915527344
2022-04-08,39.54999923706055
2022-04-11,38.540000915527344
2022-04-12,38.869998931884766
2022-04-13,38.77000045776367
2022-04-14,39.18999862670898
2022-04-18,39.83000183105469
2022-04-19,39.709999084472656
2022-04-20,41.27000045776367
2022-04-21,39.7400016784668
2022-04-22,37.90999984741211
2022-04-25,37.61000061035156
2022-04-26,37.27000045776367
2022-04-27,36.560001373291016
2022-04-28,37.150001525878906
2022-04-29,35.900001525878906
2022-05-02,36.84000015258789
2022-05-03,37.09999847412109
2022-05-04,38.25
2022-05-05,37.709999084472656
2022-05-06,41.400001525878906
2022-05-09,41.43000030517578
2022-05-10,41.68999862670898
2022-05-11,41.790000915527344
2022-05-12,41.38999938964844
2022-05-13,42.290000915527344
2022-05-16,44.06999969482422
2022-05-17,45.20000076293945
2022-05-18,45.7599983215332
2022-05-19,46.209999084472656
2022-05-20,45.720001220703125
2022-05-23,46.18000030517578
2022-05-24,45.810001373291016
2022-05-25,46.84999847412109
2022-05-26,46.709999084472656
2022-05-27,46.45000076293945
2022-05-31,46.040000915527344
2022-06-01,45.4900016784668
2022-06-02,45.91999816894531
2022-06-03,45.47999954223633
2022-06-06,46.22999954223633
2022-06-07,46.13999938964844
2022-06-08,45.63999938964844
2022-06-09,45.52000045776367
2022-06-10,44.0099983215332
2022-06-13,40.54999923706055
2022-06-14,39.41999816894531
2022-06-15,39.11000061035156
2022-06-16,36.86000061035156
2022-06-17,36.33000183105469
2022-06-21,37.0
2022-06-22,36.47999954223633
2022-06-23,37.7599983215332
2022-06-24,38.31999969482422
2022-06-27,38.61000061035156
2022-06-28,37.81999969482422
2022-06-29,37.81999969482422
2022-06-30,38.16999816894531
2022-07-01,38.84000015258789
2022-07-05,37.59000015258789
2022-07-06,37.29999923706055
2022-07-07,37.709999084472656
2022-07-08,37.83000183105469
2022-07-11,37.5
2022-07-12,37.68999862670898
2022-07-13,37.119998931884766
2022-07-14,36.2599983215332
2022-07-15,35.97999954223633
2022-07-18,35.59000015258789
2022-07-19,35.7400016784668
2022-07-20,35.84000015258789
2022-07-21,36.040000915527344
2022-07-22,35.630001068115234
2022-07-25,35.95000076293945
2022-07-26,36.36000061035156
2022-07-27,36.47999954223633
2022-07-28,37.5099983215332
2022-07-29,37.75
2022-08-01,37.619998931884766
2022-08-02,37.27999877929688
2022-08-03,37.369998931884766
2022-08-04,39.13999938964844
2022-08-05,38.459999084472656
2022-08-08,38.7400016784668
2022-08-09,38.33000183105469
2022-08-10,39.2400016784668
2022-08-11,40.43000030517578
2022-08-12,41.66999816894531
2022-08-15,42.25
2022-08-16,42.59999847412109
2022-08-17,42.61000061035156
2022-08-18,43.52000045776367
2022-08-19,42.95000076293945
2022-08-22,42.09999847412109
2022-08-23,41.88999938964844
2022-08-24,41.95000076293945
2022-08-25,42.86000061035156
2022-08-26,41.720001220703125
2022-08-29,41.4900016784668
2022-08-30,41.06999969482422
",
3154,US,technical,"Calculate Jacobs Solutions's Calmar Ratio from April 16, 2021 to January 09, 2022. (Return annualized (using CAGR); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3002,easy,risk-adjusted return,Calmar = AnnRet / MDD,"date,close
2021-04-16,110.65618133544922
2021-04-19,110.60655212402344
2021-04-20,110.16815948486328
2021-04-21,112.04579162597656
2021-04-22,111.80591583251952
2021-04-23,113.4354019165039
2021-04-26,112.8563995361328
2021-04-27,113.07972717285156
2021-04-28,112.4924545288086
2021-04-29,111.97135162353516
2021-04-30,110.51556396484376
2021-05-03,112.2773895263672
2021-05-04,114.36180877685548
2021-05-05,114.28736877441406
2021-05-06,114.51897430419922
2021-05-07,115.75969696044922
2021-05-10,117.7531280517578
2021-05-11,115.91685485839844
2021-05-12,111.99616241455078
2021-05-13,115.02352905273438
2021-05-14,114.51897430419922
2021-05-17,115.0566177368164
2021-05-18,112.13677978515624
2021-05-19,112.86466979980467
2021-05-20,113.01355743408205
2021-05-21,114.60995483398438
2021-05-24,115.51155090332033
2021-05-25,115.19723510742188
2021-05-26,116.20635986328124
2021-05-27,116.2642593383789
2021-05-28,117.5215301513672
2021-06-01,117.7283172607422
2021-06-02,116.95906066894533
2021-06-03,117.2237548828125
2021-06-04,118.61336517333984
2021-06-07,117.19066619873048
2021-06-08,117.96818542480467
2021-06-09,117.05831909179688
2021-06-10,116.84326171875
2021-06-11,115.92512512207033
2021-06-14,114.60995483398438
2021-06-15,114.67613220214844
2021-06-16,113.95650482177734
2021-06-17,110.68099212646484
2021-06-18,107.26486206054688
2021-06-21,109.86211395263672
2021-06-22,109.80421447753906
2021-06-23,109.10940551757812
2021-06-24,111.8638153076172
2021-06-25,113.187255859375
2021-06-28,110.75543975830078
2021-06-29,109.02669525146484
2021-06-30,110.35840606689452
2021-07-01,111.09456634521484
2021-07-02,109.78766632080078
2021-07-06,108.9687957763672
2021-07-07,110.48247528076172
2021-07-08,109.43199920654295
2021-07-09,111.37580108642578
2021-07-12,112.1119613647461
2021-07-13,109.92001342773438
2021-07-14,109.92828369140624
2021-07-15,109.72149658203124
2021-07-16,109.21693420410156
2021-07-19,106.3467254638672
2021-07-20,109.37409210205078
2021-07-21,110.58173370361328
2021-07-22,109.41545104980467
2021-07-23,110.75543975830078
2021-07-26,110.26741790771484
2021-07-27,110.55692291259766
2021-07-28,111.75628662109376
2021-07-29,112.92256927490234
2021-07-30,111.87208557128906
2021-08-02,110.75543975830078
2021-08-03,107.0828857421875
2021-08-04,106.45425415039062
2021-08-05,106.48734283447266
2021-08-06,106.61141204833984
2021-08-09,107.82732391357422
2021-08-10,108.9522476196289
2021-08-11,112.61652374267578
2021-08-12,115.4371109008789
2021-08-13,114.20465087890624
2021-08-16,114.2625503540039
2021-08-17,112.2856674194336
2021-08-18,110.76371002197266
2021-08-19,109.1259536743164
2021-08-20,109.80421447753906
2021-08-23,109.96137237548828
2021-08-24,111.27654266357422
2021-08-25,111.9878921508789
2021-08-26,110.5734634399414
2021-08-27,112.50072479248048
2021-08-30,111.97135162353516
2021-08-31,111.63221740722656
2021-09-01,111.43370056152344
2021-09-02,112.7323226928711
2021-09-03,113.4023208618164
2021-09-07,110.25914764404295
2021-09-08,112.34356689453124
2021-09-09,112.12023162841795
2021-09-10,110.27568817138672
2021-09-13,111.29308319091795
2021-09-14,110.01927185058594
2021-09-15,112.4924545288086
2021-09-16,110.58173370361328
2021-09-17,107.98448181152344
2021-09-20,105.77599334716795
2021-09-21,104.83303833007812
2021-09-22,107.97621154785156
2021-09-23,111.50814056396484
2021-09-24,112.4924545288086
2021-09-27,114.37008666992188
2021-09-28,112.55035400390624
2021-09-29,112.83985137939452
2021-09-30,109.62223815917967
2021-10-01,111.38407135009766
2021-10-04,108.65447235107422
2021-10-05,109.41545104980467
2021-10-06,109.3823699951172
2021-10-07,111.54122924804688
2021-10-08,111.95480346679688
2021-10-11,110.8298797607422
2021-10-12,110.01100158691406
2021-10-13,110.2343292236328
2021-10-14,111.23518371582033
2021-10-15,110.80506134033205
2021-10-18,110.89604949951172
2021-10-19,110.68926239013672
2021-10-20,112.83158111572266
2021-10-21,113.21207427978516
2021-10-22,113.26170349121094
2021-10-25,115.08970642089844
2021-10-26,114.37008666992188
2021-10-27,112.4924545288086
2021-10-28,115.20550537109376
2021-10-29,116.1484603881836
2021-11-01,116.3883285522461
2021-11-02,116.32215881347656
2021-11-03,116.75227355957033
2021-11-04,117.24856567382812
2021-11-05,117.97645568847656
2021-11-08,119.92853546142578
2021-11-09,119.53150177001952
2021-11-10,120.3669204711914
2021-11-11,119.60594940185548
2021-11-12,120.28421020507812
2021-11-15,120.30075073242188
2021-11-16,121.76480865478516
2021-11-17,120.27593994140624
2021-11-18,121.77307891845705
2021-11-19,121.11135864257812
2021-11-22,121.23543548583984
2021-11-23,119.10965728759766
2021-11-24,122.79047393798828
2021-11-26,120.5406265258789
2021-11-29,120.8384017944336
2021-11-30,117.9185562133789
2021-12-01,114.79193115234376
2021-12-02,117.48017120361328
2021-12-03,117.36436462402344
2021-12-06,116.91770935058594
2021-12-07,118.70435333251952
2021-12-08,119.51496124267578
2021-12-09,117.58769989013672
2021-12-10,118.64645385742188
2021-12-13,116.53721618652344
2021-12-14,116.00784301757812
2021-12-15,115.86722564697266
2021-12-16,114.28736877441406
2021-12-17,112.10369110107422
2021-12-20,109.8703842163086
2021-12-21,111.0366668701172
2021-12-22,111.326171875
2021-12-23,113.6091079711914
2021-12-27,114.95735931396484
2021-12-28,115.96648406982422
2021-12-29,114.3535385131836
2021-12-30,114.83329010009766
2021-12-31,115.16414642333984
2022-01-03,115.45365142822266
2022-01-04,117.91028594970705
2022-01-05,115.03180694580078
2022-01-06,114.87464141845705
2022-01-07,113.4767608642578
",
3155,US,technical,"What is the value of Treynor Ratio for Elevance Health from June 07, 2024 to November 13, 2024? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-1.1894,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2024-06-06,541.0399780273438,5352.9599609375
2024-06-07,538.9400024414062,5346.990234375
2024-06-10,536.25,5360.7900390625
2024-06-11,536.9299926757812,5375.31982421875
2024-06-12,530.6099853515625,5421.02978515625
2024-06-13,538.75,5433.740234375
2024-06-14,534.8099975585938,5431.60009765625
2024-06-17,534.3800048828125,5473.22998046875
2024-06-18,527.3099975585938,5487.02978515625
2024-06-20,534.7899780273438,5473.169921875
2024-06-21,534.4199829101562,5464.6201171875
2024-06-24,541.7100219726562,5447.8701171875
2024-06-25,535.2899780273438,5469.2998046875
2024-06-26,534.3200073242188,5477.89990234375
2024-06-27,535.77001953125,5482.8701171875
2024-06-28,541.8599853515625,5460.47998046875
2024-07-01,534.5499877929688,5475.08984375
2024-07-02,535.9199829101562,5509.009765625
2024-07-03,530.3900146484375,5537.02001953125
2024-07-05,530.3099975585938,5567.18994140625
2024-07-08,526.5499877929688,5572.85009765625
2024-07-09,529.239990234375,5576.97998046875
2024-07-10,534.5900268554688,5633.91015625
2024-07-11,533.8200073242188,5584.5400390625
2024-07-12,535.5399780273438,5615.35009765625
2024-07-15,530.6599731445312,5631.22021484375
2024-07-16,553.1400146484375,5667.2001953125
2024-07-17,520.9299926757812,5588.27001953125
2024-07-18,504.7200012207031,5544.58984375
2024-07-19,500.1199951171875,5505.0
2024-07-22,503.8900146484375,5564.41015625
2024-07-23,502.4200134277344,5555.740234375
2024-07-24,512.1199951171875,5427.1298828125
2024-07-25,514.030029296875,5399.22021484375
2024-07-26,527.5,5459.10009765625
2024-07-29,529.8599853515625,5463.5400390625
2024-07-30,536.260009765625,5436.43994140625
2024-07-31,532.030029296875,5522.2998046875
2024-08-01,532.22998046875,5446.68017578125
2024-08-02,535.1699829101562,5346.56005859375
2024-08-05,523.489990234375,5186.330078125
2024-08-06,523.6799926757812,5240.02978515625
2024-08-07,521.1400146484375,5199.5
2024-08-08,526.52001953125,5319.31005859375
2024-08-09,532.0700073242188,5344.16015625
2024-08-12,525.8499755859375,5344.39013671875
2024-08-13,531.6500244140625,5434.43017578125
2024-08-14,539.219970703125,5455.2099609375
2024-08-15,541.719970703125,5543.22021484375
2024-08-16,543.7000122070312,5554.25
2024-08-19,543.3900146484375,5608.25
2024-08-20,543.0399780273438,5597.1201171875
2024-08-21,542.3400268554688,5620.85009765625
2024-08-22,543.3200073242188,5570.64013671875
2024-08-23,545.9600219726562,5634.60986328125
2024-08-26,544.6300048828125,5616.83984375
2024-08-27,548.4299926757812,5625.7998046875
2024-08-28,551.0900268554688,5592.18017578125
2024-08-29,552.0900268554688,5591.9599609375
2024-08-30,556.8900146484375,5648.39990234375
2024-09-03,562.2899780273438,5528.93017578125
2024-09-04,547.3099975585938,5520.06982421875
2024-09-05,544.4000244140625,5503.41015625
2024-09-06,541.9099731445312,5408.419921875
2024-09-09,543.6599731445312,5471.0498046875
2024-09-10,544.1500244140625,5495.52001953125
2024-09-11,543.3900146484375,5554.1298828125
2024-09-12,545.8499755859375,5595.759765625
2024-09-13,550.8400268554688,5626.02001953125
2024-09-16,553.5,5633.08984375
2024-09-17,543.510009765625,5634.580078125
2024-09-18,539.4600219726562,5618.259765625
2024-09-19,538.0,5713.64013671875
2024-09-20,539.8599853515625,5702.5498046875
2024-09-23,533.9000244140625,5718.56982421875
2024-09-24,527.3499755859375,5732.93017578125
2024-09-25,520.489990234375,5722.259765625
2024-09-26,520.280029296875,5745.3701171875
2024-09-27,523.9500122070312,5738.169921875
2024-09-30,520.0,5762.47998046875
2024-10-01,511.260009765625,5708.75
2024-10-02,505.1600036621094,5709.5400390625
2024-10-03,498.25,5699.93994140625
2024-10-04,492.0700073242188,5751.06982421875
2024-10-07,492.0199890136719,5695.93994140625
2024-10-08,489.4700012207031,5751.1298828125
2024-10-09,493.510009765625,5792.0400390625
2024-10-10,492.1799926757813,5780.0498046875
2024-10-11,501.8800048828125,5815.02978515625
2024-10-14,509.0199890136719,5859.85009765625
2024-10-15,483.8699951171875,5815.259765625
2024-10-16,496.9599914550781,5842.47021484375
2024-10-17,444.3500061035156,5841.47021484375
2024-10-18,430.7699890136719,5864.669921875
2024-10-21,422.260009765625,5853.97998046875
2024-10-22,419.8399963378906,5851.2001953125
2024-10-23,415.5400085449219,5797.419921875
2024-10-24,419.0400085449219,5809.85986328125
2024-10-25,425.2699890136719,5808.1201171875
2024-10-28,417.260009765625,5823.52001953125
2024-10-29,410.5700073242188,5832.919921875
2024-10-30,410.760009765625,5813.669921875
2024-10-31,405.760009765625,5705.4501953125
2024-11-01,414.010009765625,5728.7998046875
2024-11-04,417.8599853515625,5712.68994140625
2024-11-05,417.7699890136719,5782.759765625
2024-11-06,428.9299926757813,5929.0400390625
2024-11-07,429.3399963378906,5973.10009765625
2024-11-08,422.6199951171875,5995.5400390625
2024-11-11,425.3900146484375,6001.35009765625
2024-11-12,412.9200134277344,5983.990234375
2024-11-13,410.8900146484375,5985.3798828125
",
3156,US,technical,"From January 25, 2021 to December 21, 2021, what is IQVIA's Treynor Ratio? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4596,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2021-01-22,185.58999633789065,3841.469970703125
2021-01-25,183.0200042724609,3855.360107421875
2021-01-26,180.33999633789065,3849.6201171875
2021-01-27,173.0,3750.77001953125
2021-01-28,178.66000366210938,3787.3798828125
2021-01-29,177.8000030517578,3714.239990234375
2021-02-01,180.44000244140625,3773.860107421875
2021-02-02,184.41000366210935,3826.31005859375
2021-02-03,182.9900054931641,3830.169921875
2021-02-04,184.32000732421875,3871.739990234375
2021-02-05,186.1000061035156,3886.830078125
2021-02-08,186.91000366210935,3915.590087890625
2021-02-09,183.82000732421875,3911.22998046875
2021-02-10,190.0500030517578,3909.8798828125
2021-02-11,192.8500061035156,3916.3798828125
2021-02-12,192.66000366210935,3934.830078125
2021-02-16,190.5,3932.590087890625
2021-02-17,188.92999267578125,3931.330078125
2021-02-18,187.7100067138672,3913.969970703125
2021-02-19,188.6999969482422,3906.7099609375
2021-02-22,190.13999938964844,3876.5
2021-02-23,191.0500030517578,3881.3701171875
2021-02-24,194.58999633789065,3925.429931640625
2021-02-25,192.5500030517578,3829.340087890625
2021-02-26,192.7899932861328,3811.14990234375
2021-03-01,194.38999938964844,3901.820068359375
2021-03-02,192.7400054931641,3870.2900390625
2021-03-03,190.58999633789065,3819.719970703125
2021-03-04,186.5800018310547,3768.469970703125
2021-03-05,188.77999877929688,3841.93994140625
2021-03-08,187.8000030517578,3821.35009765625
2021-03-09,189.38999938964844,3875.43994140625
2021-03-10,189.7400054931641,3898.81005859375
2021-03-11,189.3699951171875,3939.340087890625
2021-03-12,186.80999755859372,3943.340087890625
2021-03-15,190.6499938964844,3968.93994140625
2021-03-16,189.38999938964844,3962.7099609375
2021-03-17,189.7100067138672,3974.1201171875
2021-03-18,186.5,3915.4599609375
2021-03-19,188.3300018310547,3913.10009765625
2021-03-22,189.72999572753903,3940.590087890625
2021-03-23,186.9900054931641,3910.52001953125
2021-03-24,186.1100006103516,3889.139892578125
2021-03-25,186.5500030517578,3909.52001953125
2021-03-26,192.8600006103516,3974.5400390625
2021-03-29,191.0,3971.090087890625
2021-03-30,190.7899932861328,3958.550048828125
2021-03-31,193.13999938964844,3972.889892578125
2021-04-01,198.05999755859372,4019.8701171875
2021-04-05,200.3699951171875,4077.909912109375
2021-04-06,203.57000732421875,4073.93994140625
2021-04-07,201.6000061035156,4079.949951171875
2021-04-08,204.33999633789065,4097.169921875
2021-04-09,207.66000366210935,4128.7998046875
2021-04-12,208.2100067138672,4127.990234375
2021-04-13,207.4900054931641,4141.58984375
2021-04-14,208.8999938964844,4124.66015625
2021-04-15,214.1300048828125,4170.419921875
2021-04-16,215.55999755859372,4185.47021484375
2021-04-19,216.22000122070312,4163.259765625
2021-04-20,217.1199951171875,4134.93994140625
2021-04-21,219.0,4173.419921875
2021-04-22,225.94000244140625,4134.97998046875
2021-04-23,232.3000030517578,4180.169921875
2021-04-26,233.4199981689453,4187.6201171875
2021-04-27,234.41000366210935,4186.72021484375
2021-04-28,236.0200042724609,4183.18017578125
2021-04-29,235.4499969482422,4211.47021484375
2021-04-30,234.69000244140625,4181.169921875
2021-05-03,233.9600067138672,4192.66015625
2021-05-04,232.69000244140625,4164.66015625
2021-05-05,231.94000244140625,4167.58984375
2021-05-06,231.22000122070312,4201.6201171875
2021-05-07,234.38999938964844,4232.60009765625
2021-05-10,231.4900054931641,4188.43017578125
2021-05-11,232.07000732421875,4152.10009765625
2021-05-12,228.0,4063.0400390625
2021-05-13,229.66000366210935,4112.5
2021-05-14,234.0399932861328,4173.85009765625
2021-05-17,231.47999572753903,4163.2900390625
2021-05-18,230.5800018310547,4127.830078125
2021-05-19,232.6999969482422,4115.68017578125
2021-05-20,236.7400054931641,4159.1201171875
2021-05-21,238.9600067138672,4155.85986328125
2021-05-24,242.5800018310547,4197.0498046875
2021-05-25,242.1300048828125,4188.1298828125
2021-05-26,239.6000061035156,4195.990234375
2021-05-27,237.4600067138672,4200.8798828125
2021-05-28,240.16000366210935,4204.10986328125
2021-06-01,237.25,4202.0400390625
2021-06-02,235.0,4208.1201171875
2021-06-03,233.33999633789065,4192.85009765625
2021-06-04,233.83999633789065,4229.89013671875
2021-06-07,233.1999969482422,4226.52001953125
2021-06-08,234.82000732421875,4227.259765625
2021-06-09,239.3800048828125,4219.5498046875
2021-06-10,242.8000030517578,4239.18017578125
2021-06-11,243.44000244140625,4247.43994140625
2021-06-14,244.47000122070312,4255.14990234375
2021-06-15,246.7700042724609,4246.58984375
2021-06-16,244.22999572753903,4223.7001953125
2021-06-17,246.3000030517578,4221.85986328125
2021-06-18,239.66000366210935,4166.4501953125
2021-06-21,243.4499969482422,4224.7900390625
2021-06-22,243.97999572753903,4246.43994140625
2021-06-23,242.30999755859372,4241.83984375
2021-06-24,240.88999938964844,4266.490234375
2021-06-25,245.33999633789065,4280.7001953125
2021-06-28,243.38999938964844,4290.60986328125
2021-06-29,244.08999633789065,4291.7998046875
2021-06-30,242.32000732421875,4297.5
2021-07-01,247.13999938964844,4319.93994140625
2021-07-02,249.1499938964844,4352.33984375
2021-07-06,250.9499969482422,4343.5400390625
2021-07-07,253.94000244140625,4358.1298828125
2021-07-08,248.80999755859372,4320.81982421875
2021-07-09,251.16000366210935,4369.5498046875
2021-07-12,248.6199951171875,4384.6298828125
2021-07-13,249.6300048828125,4369.2099609375
2021-07-14,246.0,4374.2998046875
2021-07-15,246.5,4360.02978515625
2021-07-16,247.6999969482422,4327.16015625
2021-07-19,241.69000244140625,4258.490234375
2021-07-20,247.07000732421875,4323.06005859375
2021-07-21,243.02999877929688,4358.68994140625
2021-07-22,244.91000366210935,4367.47998046875
2021-07-23,249.0800018310547,4411.7900390625
2021-07-26,247.2899932861328,4422.2998046875
2021-07-27,243.17999267578125,4401.4599609375
2021-07-28,245.3699951171875,4400.64013671875
2021-07-29,248.7100067138672,4419.14990234375
2021-07-30,247.6999969482422,4395.259765625
2021-08-02,247.3000030517578,4387.16015625
2021-08-03,249.97999572753903,4423.14990234375
2021-08-04,249.8600006103516,4402.66015625
2021-08-05,248.41000366210935,4429.10009765625
2021-08-06,248.9600067138672,4436.52001953125
2021-08-09,247.66000366210935,4432.35009765625
2021-08-10,247.38999938964844,4436.75
2021-08-11,244.5500030517578,4442.41015625
2021-08-12,246.25,4460.830078125
2021-08-13,248.13999938964844,4468.0
2021-08-16,255.2899932861328,4479.7099609375
2021-08-17,257.0400085449219,4448.080078125
2021-08-18,255.0,4400.27001953125
2021-08-19,256.6600036621094,4405.7998046875
2021-08-20,254.6999969482422,4441.669921875
2021-08-23,254.3800048828125,4479.52978515625
2021-08-24,256.8599853515625,4486.22998046875
2021-08-25,258.7099914550781,4496.18994140625
2021-08-26,258.489990234375,4470.0
2021-08-27,259.54998779296875,4509.3701171875
2021-08-30,261.6000061035156,4528.7900390625
2021-08-31,259.7300109863281,4522.68017578125
2021-09-01,262.2300109863281,4524.08984375
2021-09-02,265.2300109863281,4536.9501953125
2021-09-03,263.2200012207031,4535.43017578125
2021-09-07,264.45001220703125,4520.02978515625
2021-09-08,261.9100036621094,4514.06982421875
2021-09-09,261.2799987792969,4493.27978515625
2021-09-10,260.5,4458.580078125
2021-09-13,255.57000732421875,4468.72998046875
2021-09-14,257.54998779296875,4443.0498046875
2021-09-15,258.54998779296875,4480.7001953125
2021-09-16,257.8500061035156,4473.75
2021-09-17,256.3299865722656,4432.990234375
2021-09-20,253.1699981689453,4357.72998046875
2021-09-21,256.260009765625,4354.18994140625
2021-09-22,259.75,4395.64013671875
2021-09-23,262.2699890136719,4448.97998046875
2021-09-24,261.6099853515625,4455.47998046875
2021-09-27,248.13999938964844,4443.10986328125
2021-09-28,241.58999633789065,4352.6298828125
2021-09-29,242.91000366210935,4359.4599609375
2021-09-30,239.5399932861328,4307.5400390625
2021-10-01,241.5500030517578,4357.0400390625
2021-10-04,238.57000732421875,4300.4599609375
2021-10-05,239.3600006103516,4345.72021484375
2021-10-06,239.3999938964844,4363.5498046875
2021-10-07,243.82000732421875,4399.759765625
2021-10-08,242.22999572753903,4391.33984375
2021-10-11,240.27999877929688,4361.18994140625
2021-10-12,238.3699951171875,4350.64990234375
2021-10-13,241.50999450683597,4363.7998046875
2021-10-14,246.82000732421875,4438.259765625
2021-10-15,248.8500061035156,4471.3701171875
2021-10-18,248.4600067138672,4486.4599609375
2021-10-19,249.0200042724609,4519.6298828125
2021-10-20,251.5200042724609,4536.18994140625
2021-10-21,254.83999633789065,4549.77978515625
2021-10-22,256.8900146484375,4544.89990234375
2021-10-25,257.25,4566.47998046875
2021-10-26,256.0899963378906,4574.7900390625
2021-10-27,254.2899932861328,4551.68017578125
2021-10-28,257.19000244140625,4596.419921875
2021-10-29,261.4200134277344,4605.3798828125
2021-11-01,258.8900146484375,4613.669921875
2021-11-02,257.8299865722656,4630.64990234375
2021-11-03,254.6000061035156,4660.56982421875
2021-11-04,253.8600006103516,4680.06005859375
2021-11-05,247.19000244140625,4697.52978515625
2021-11-08,251.5,4701.7001953125
2021-11-09,251.8000030517578,4685.25
2021-11-10,252.1199951171875,4646.7099609375
2021-11-11,252.5800018310547,4649.27001953125
2021-11-12,254.67999267578125,4682.85009765625
2021-11-15,251.80999755859372,4682.7998046875
2021-11-16,267.5400085449219,4700.89990234375
2021-11-17,264.45001220703125,4688.669921875
2021-11-18,266.6000061035156,4704.5400390625
2021-11-19,268.1700134277344,4697.9599609375
2021-11-22,267.489990234375,4682.93994140625
2021-11-23,265.2699890136719,4690.7001953125
2021-11-24,265.3599853515625,4701.4599609375
2021-11-26,262.0599975585937,4594.6201171875
2021-11-29,266.69000244140625,4655.27001953125
2021-11-30,259.1300048828125,4567.0
2021-12-01,259.25,4513.0400390625
2021-12-02,262.7300109863281,4577.10009765625
2021-12-03,261.67999267578125,4538.43017578125
2021-12-06,263.1000061035156,4591.669921875
2021-12-07,270.29998779296875,4686.75
2021-12-08,272.19000244140625,4701.2099609375
2021-12-09,269.1600036621094,4667.4501953125
2021-12-10,270.32000732421875,4712.02001953125
2021-12-13,269.739990234375,4668.97021484375
2021-12-14,262.6499938964844,4634.08984375
2021-12-15,268.1000061035156,4709.85009765625
2021-12-16,266.45001220703125,4668.669921875
2021-12-17,267.42999267578125,4620.64013671875
2021-12-20,264.8800048828125,4568.02001953125
2021-12-21,268.6300048828125,4649.22998046875
",
3157,US,technical,"What was Verisk Analytics's Treynor Ratio during the period March 14, 2020 to November 23, 2020? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5147,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2020-03-13,145.61000061035156,2711.02001953125
2020-03-16,130.05999755859375,2386.1298828125
2020-03-17,144.7100067138672,2529.18994140625
2020-03-18,135.11000061035156,2398.10009765625
2020-03-19,136.47999572753906,2409.389892578125
2020-03-20,124.25,2304.919921875
2020-03-23,121.18000030517578,2237.39990234375
2020-03-24,137.27999877929688,2447.330078125
2020-03-25,134.3000030517578,2475.56005859375
2020-03-26,142.10000610351562,2630.070068359375
2020-03-27,137.77000427246094,2541.469970703125
2020-03-30,146.8699951171875,2626.64990234375
2020-03-31,139.3800048828125,2584.590087890625
2020-04-01,140.77999877929688,2470.5
2020-04-02,142.99000549316406,2526.89990234375
2020-04-03,141.64999389648438,2488.64990234375
2020-04-06,147.74000549316406,2663.679931640625
2020-04-07,147.1699981689453,2659.409912109375
2020-04-08,148.6999969482422,2749.97998046875
2020-04-09,148.25999450683594,2789.820068359375
2020-04-13,144.16000366210938,2761.6298828125
2020-04-14,150.3000030517578,2846.06005859375
2020-04-15,147.1300048828125,2783.360107421875
2020-04-16,149.11000061035156,2799.550048828125
2020-04-17,153.7899932861328,2874.56005859375
2020-04-20,149.32000732421875,2823.159912109375
2020-04-21,145.2100067138672,2736.56005859375
2020-04-22,151.1999969482422,2799.31005859375
2020-04-23,147.6999969482422,2797.800048828125
2020-04-24,148.5399932861328,2836.739990234375
2020-04-27,151.8000030517578,2878.47998046875
2020-04-28,151.7899932861328,2863.389892578125
2020-04-29,153.07000732421875,2939.510009765625
2020-04-30,152.8300018310547,2912.429931640625
2020-05-01,153.4499969482422,2830.7099609375
2020-05-04,154.4600067138672,2842.739990234375
2020-05-05,157.49000549316406,2868.43994140625
2020-05-06,155.17999267578125,2848.419921875
2020-05-07,158.27000427246094,2881.18994140625
2020-05-08,159.57000732421875,2929.800048828125
2020-05-11,160.7100067138672,2930.18994140625
2020-05-12,156.60000610351562,2870.1201171875
2020-05-13,154.42999267578125,2820.0
2020-05-14,153.89999389648438,2852.5
2020-05-15,154.55999755859375,2863.699951171875
2020-05-18,158.32000732421875,2953.909912109375
2020-05-19,158.05999755859375,2922.93994140625
2020-05-20,159.5399932861328,2971.610107421875
2020-05-21,156.83999633789062,2948.510009765625
2020-05-22,157.27999877929688,2955.449951171875
2020-05-26,160.4600067138672,2991.77001953125
2020-05-27,163.4600067138672,3036.1298828125
2020-05-28,168.33999633789062,3029.72998046875
2020-05-29,172.67999267578125,3044.31005859375
2020-06-01,169.3800048828125,3055.72998046875
2020-06-02,170.9600067138672,3080.820068359375
2020-06-03,170.75999450683594,3122.8701171875
2020-06-04,164.4600067138672,3112.35009765625
2020-06-05,166.1300048828125,3193.929931640625
2020-06-08,169.6699981689453,3232.389892578125
2020-06-09,169.3300018310547,3207.179931640625
2020-06-10,171.24000549316406,3190.139892578125
2020-06-11,162.69000244140625,3002.10009765625
2020-06-12,162.6699981689453,3041.31005859375
2020-06-15,165.39999389648438,3066.590087890625
2020-06-16,166.4199981689453,3124.739990234375
2020-06-17,167.0500030517578,3113.489990234375
2020-06-18,166.85000610351562,3115.340087890625
2020-06-19,164.19000244140625,3097.739990234375
2020-06-22,167.27000427246094,3117.860107421875
2020-06-23,166.80999755859375,3131.2900390625
2020-06-24,163.69000244140625,3050.330078125
2020-06-25,166.2100067138672,3083.760009765625
2020-06-26,162.88999938964844,3009.050048828125
2020-06-29,164.33999633789062,3053.239990234375
2020-06-30,170.1999969482422,3100.2900390625
2020-07-01,172.4199981689453,3115.860107421875
2020-07-02,173.11000061035156,3130.010009765625
2020-07-06,173.55999755859375,3179.719970703125
2020-07-07,172.92999267578125,3145.320068359375
2020-07-08,172.8300018310547,3169.93994140625
2020-07-09,173.1999969482422,3152.050048828125
2020-07-10,174.1699981689453,3185.0400390625
2020-07-13,172.85000610351562,3155.219970703125
2020-07-14,174.58999633789062,3197.52001953125
2020-07-15,175.39999389648438,3226.56005859375
2020-07-16,175.4199981689453,3215.570068359375
2020-07-17,178.39999389648438,3224.72998046875
2020-07-20,181.6000061035156,3251.840087890625
2020-07-21,180.67999267578125,3257.300048828125
2020-07-22,181.3500061035156,3276.02001953125
2020-07-23,180.6300048828125,3235.659912109375
2020-07-24,179.77999877929688,3215.6298828125
2020-07-27,183.2100067138672,3239.409912109375
2020-07-28,182.42999267578125,3218.43994140625
2020-07-29,187.6499938964844,3258.43994140625
2020-07-30,187.1699981689453,3246.219970703125
2020-07-31,188.7100067138672,3271.1201171875
2020-08-03,186.9600067138672,3294.610107421875
2020-08-04,187.72000122070312,3306.510009765625
2020-08-05,186.66000366210935,3327.77001953125
2020-08-06,189.55999755859372,3349.159912109375
2020-08-07,191.16000366210935,3351.280029296875
2020-08-10,189.6499938964844,3360.469970703125
2020-08-11,187.88999938964844,3333.68994140625
2020-08-12,190.42999267578125,3380.35009765625
2020-08-13,190.7100067138672,3373.429931640625
2020-08-14,189.1499938964844,3372.85009765625
2020-08-17,189.07000732421875,3381.989990234375
2020-08-18,189.1300048828125,3389.780029296875
2020-08-19,187.2400054931641,3374.85009765625
2020-08-20,185.8600006103516,3385.510009765625
2020-08-21,185.6499938964844,3397.159912109375
2020-08-24,185.1100006103516,3431.280029296875
2020-08-25,185.97000122070312,3443.6201171875
2020-08-26,186.41000366210935,3478.72998046875
2020-08-27,186.6100006103516,3484.550048828125
2020-08-28,187.3500061035156,3508.010009765625
2020-08-31,186.6699981689453,3500.31005859375
2020-09-01,187.69000244140625,3526.64990234375
2020-09-02,192.7899932861328,3580.840087890625
2020-09-03,187.27999877929688,3455.06005859375
2020-09-04,182.7700042724609,3426.9599609375
2020-09-08,178.08999633789062,3331.840087890625
2020-09-09,182.9600067138672,3398.9599609375
2020-09-10,181.5,3339.18994140625
2020-09-11,181.63999938964844,3340.969970703125
2020-09-14,185.0800018310547,3383.5400390625
2020-09-15,187.83999633789065,3401.199951171875
2020-09-16,186.7899932861328,3385.489990234375
2020-09-17,184.7899932861328,3357.010009765625
2020-09-18,181.5800018310547,3319.469970703125
2020-09-21,178.67999267578125,3281.06005859375
2020-09-22,180.38999938964844,3315.570068359375
2020-09-23,177.0800018310547,3236.919921875
2020-09-24,177.22999572753906,3246.590087890625
2020-09-25,181.33999633789065,3298.4599609375
2020-09-28,184.5200042724609,3351.60009765625
2020-09-29,184.3800048828125,3335.469970703125
2020-09-30,185.30999755859372,3363.0
2020-10-01,185.63999938964844,3380.800048828125
2020-10-02,182.1000061035156,3348.419921875
2020-10-05,181.7899932861328,3408.60009765625
2020-10-06,179.7899932861328,3360.969970703125
2020-10-07,183.02999877929688,3419.43994140625
2020-10-08,184.8999938964844,3446.830078125
2020-10-09,187.17999267578125,3477.139892578125
2020-10-12,192.75,3534.219970703125
2020-10-13,193.6499938964844,3511.929931640625
2020-10-14,191.75999450683597,3488.669921875
2020-10-15,192.0200042724609,3483.340087890625
2020-10-16,192.47000122070312,3483.81005859375
2020-10-19,188.5,3426.919921875
2020-10-20,190.3600006103516,3443.1201171875
2020-10-21,189.17999267578125,3435.56005859375
2020-10-22,188.8800048828125,3453.489990234375
2020-10-23,189.25,3465.389892578125
2020-10-26,185.4900054931641,3400.969970703125
2020-10-27,185.1499938964844,3390.679931640625
2020-10-28,179.49000549316406,3271.030029296875
2020-10-29,179.22000122070312,3310.110107421875
2020-10-30,177.97000122070312,3269.9599609375
2020-11-02,182.1499938964844,3310.239990234375
2020-11-03,187.9499969482422,3369.159912109375
2020-11-04,196.38999938964844,3443.43994140625
2020-11-05,194.41000366210935,3510.449951171875
2020-11-06,197.3500061035156,3509.43994140625
2020-11-09,196.30999755859372,3550.5
2020-11-10,195.1000061035156,3545.530029296875
2020-11-11,199.8300018310547,3572.659912109375
2020-11-12,199.17999267578125,3537.010009765625
2020-11-13,203.6999969482422,3585.14990234375
2020-11-16,205.25,3626.909912109375
2020-11-17,205.27999877929688,3609.530029296875
2020-11-18,203.8999938964844,3567.7900390625
2020-11-19,205.72000122070312,3581.8701171875
2020-11-20,204.3699951171875,3557.5400390625
2020-11-23,198.1199951171875,3577.590087890625
",
3158,US,technical,"For Treynor Ratio, what is Parker Hannifin's value from July 20, 2021 to March 24, 2022? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0286,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2021-07-19,289.92999267578125,4258.490234375
2021-07-20,299.5299987792969,4323.06005859375
2021-07-21,305.17999267578125,4358.68994140625
2021-07-22,302.9100036621094,4367.47998046875
2021-07-23,306.67999267578125,4411.7900390625
2021-07-26,309.2300109863281,4422.2998046875
2021-07-27,309.17999267578125,4401.4599609375
2021-07-28,306.32000732421875,4400.64013671875
2021-07-29,309.3399963378906,4419.14990234375
2021-07-30,312.0299987792969,4395.259765625
2021-08-02,305.4599914550781,4387.16015625
2021-08-03,309.42999267578125,4423.14990234375
2021-08-04,303.3500061035156,4402.66015625
2021-08-05,300.2300109863281,4429.10009765625
2021-08-06,298.5299987792969,4436.52001953125
2021-08-09,297.1499938964844,4432.35009765625
2021-08-10,298.6499938964844,4436.75
2021-08-11,296.0,4442.41015625
2021-08-12,294.6300048828125,4460.830078125
2021-08-13,293.0,4468.0
2021-08-16,299.0,4479.7099609375
2021-08-17,296.3399963378906,4448.080078125
2021-08-18,293.0599975585937,4400.27001953125
2021-08-19,287.3299865722656,4405.7998046875
2021-08-20,287.8500061035156,4441.669921875
2021-08-23,294.5599975585937,4479.52978515625
2021-08-24,298.9700012207031,4486.22998046875
2021-08-25,303.510009765625,4496.18994140625
2021-08-26,304.010009765625,4470.0
2021-08-27,304.5299987792969,4509.3701171875
2021-08-30,301.54998779296875,4528.7900390625
2021-08-31,296.6700134277344,4522.68017578125
2021-09-01,293.9599914550781,4524.08984375
2021-09-02,294.8800048828125,4536.9501953125
2021-09-03,289.9100036621094,4535.43017578125
2021-09-07,289.8999938964844,4520.02978515625
2021-09-08,287.760009765625,4514.06982421875
2021-09-09,288.0199890136719,4493.27978515625
2021-09-10,284.04998779296875,4458.580078125
2021-09-13,289.5199890136719,4468.72998046875
2021-09-14,285.7099914550781,4443.0498046875
2021-09-15,290.19000244140625,4480.7001953125
2021-09-16,289.5400085449219,4473.75
2021-09-17,287.6300048828125,4432.990234375
2021-09-20,284.739990234375,4357.72998046875
2021-09-21,279.4700012207031,4354.18994140625
2021-09-22,285.3999938964844,4395.64013671875
2021-09-23,291.1000061035156,4448.97998046875
2021-09-24,287.8399963378906,4455.47998046875
2021-09-27,291.0299987792969,4443.10986328125
2021-09-28,285.9599914550781,4352.6298828125
2021-09-29,288.5899963378906,4359.4599609375
2021-09-30,279.6199951171875,4307.5400390625
2021-10-01,291.69000244140625,4357.0400390625
2021-10-04,288.95001220703125,4300.4599609375
2021-10-05,291.94000244140625,4345.72021484375
2021-10-06,293.5799865722656,4363.5498046875
2021-10-07,289.760009765625,4399.759765625
2021-10-08,290.95001220703125,4391.33984375
2021-10-11,287.42999267578125,4361.18994140625
2021-10-12,284.7099914550781,4350.64990234375
2021-10-13,285.82000732421875,4363.7998046875
2021-10-14,294.5,4438.259765625
2021-10-15,297.95001220703125,4471.3701171875
2021-10-18,295.7799987792969,4486.4599609375
2021-10-19,296.239990234375,4519.6298828125
2021-10-20,300.3399963378906,4536.18994140625
2021-10-21,299.20001220703125,4549.77978515625
2021-10-22,299.25,4544.89990234375
2021-10-25,303.8999938964844,4566.47998046875
2021-10-26,304.20001220703125,4574.7900390625
2021-10-27,297.9800109863281,4551.68017578125
2021-10-28,301.67999267578125,4596.419921875
2021-10-29,296.5899963378906,4605.3798828125
2021-11-01,300.82000732421875,4613.669921875
2021-11-02,301.92999267578125,4630.64990234375
2021-11-03,304.0799865722656,4660.56982421875
2021-11-04,325.6400146484375,4680.06005859375
2021-11-05,325.75,4697.52978515625
2021-11-08,329.4700012207031,4701.7001953125
2021-11-09,329.57000732421875,4685.25
2021-11-10,326.7900085449219,4646.7099609375
2021-11-11,326.8999938964844,4649.27001953125
2021-11-12,334.0,4682.85009765625
2021-11-15,328.3299865722656,4682.7998046875
2021-11-16,332.4800109863281,4700.89990234375
2021-11-17,329.32000732421875,4688.669921875
2021-11-18,332.29998779296875,4704.5400390625
2021-11-19,329.75,4697.9599609375
2021-11-22,326.5899963378906,4682.93994140625
2021-11-23,329.0199890136719,4690.7001953125
2021-11-24,325.0400085449219,4701.4599609375
2021-11-26,309.6400146484375,4594.6201171875
2021-11-29,309.1400146484375,4655.27001953125
2021-11-30,302.0599975585937,4567.0
2021-12-01,293.1000061035156,4513.0400390625
2021-12-02,304.92999267578125,4577.10009765625
2021-12-03,305.3999938964844,4538.43017578125
2021-12-06,311.6600036621094,4591.669921875
2021-12-07,314.4599914550781,4686.75
2021-12-08,316.2300109863281,4701.2099609375
2021-12-09,318.32000732421875,4667.4501953125
2021-12-10,318.92999267578125,4712.02001953125
2021-12-13,314.1000061035156,4668.97021484375
2021-12-14,311.3999938964844,4634.08984375
2021-12-15,315.1099853515625,4709.85009765625
2021-12-16,313.1400146484375,4668.669921875
2021-12-17,302.6099853515625,4620.64013671875
2021-12-20,296.3800048828125,4568.02001953125
2021-12-21,305.3299865722656,4649.22998046875
2021-12-22,306.4800109863281,4696.56005859375
2021-12-23,311.8900146484375,4725.7900390625
2021-12-27,316.5299987792969,4791.18994140625
2021-12-28,317.4200134277344,4786.35009765625
2021-12-29,318.6000061035156,4793.06005859375
2021-12-30,315.0,4778.72998046875
2021-12-31,318.1199951171875,4766.18017578125
2022-01-03,316.0,4796.56005859375
2022-01-04,324.0400085449219,4793.5400390625
2022-01-05,318.3699951171875,4700.580078125
2022-01-06,324.1300048828125,4696.0498046875
2022-01-07,323.739990234375,4677.02978515625
2022-01-10,317.45001220703125,4670.2900390625
2022-01-11,321.3699951171875,4713.06982421875
2022-01-12,325.1099853515625,4726.35009765625
2022-01-13,327.7900085449219,4659.02978515625
2022-01-14,326.92999267578125,4662.85009765625
2022-01-18,327.8900146484375,4577.10986328125
2022-01-19,323.0899963378906,4532.759765625
2022-01-20,314.2300109863281,4482.72998046875
2022-01-21,313.4800109863281,4397.93994140625
2022-01-24,314.1700134277344,4410.1298828125
2022-01-25,311.79998779296875,4356.4501953125
2022-01-26,313.8900146484375,4349.93017578125
2022-01-27,308.67999267578125,4326.509765625
2022-01-28,308.5599975585937,4431.85009765625
2022-01-31,310.010009765625,4515.5498046875
2022-02-01,317.2099914550781,4546.5400390625
2022-02-02,319.7099914550781,4589.3798828125
2022-02-03,311.5599975585937,4477.43994140625
2022-02-04,302.9700012207031,4500.52978515625
2022-02-07,303.7699890136719,4483.8701171875
2022-02-08,304.7300109863281,4521.5400390625
2022-02-09,314.25,4587.18017578125
2022-02-10,304.4200134277344,4504.080078125
2022-02-11,300.5299987792969,4418.64013671875
2022-02-14,301.1400146484375,4401.669921875
2022-02-15,306.3399963378906,4471.06982421875
2022-02-16,310.2300109863281,4475.009765625
2022-02-17,303.0199890136719,4380.259765625
2022-02-18,300.0299987792969,4348.8701171875
2022-02-22,295.3099975585937,4304.759765625
2022-02-23,289.9200134277344,4225.5
2022-02-24,289.19000244140625,4288.7001953125
2022-02-25,297.989990234375,4384.64990234375
2022-02-28,296.3900146484375,4373.93994140625
2022-03-01,287.6199951171875,4306.259765625
2022-03-02,297.3099975585937,4386.5400390625
2022-03-03,294.9700012207031,4363.490234375
2022-03-04,283.8500061035156,4328.8701171875
2022-03-07,271.9200134277344,4201.08984375
2022-03-08,271.6199951171875,4170.7001953125
2022-03-09,278.0799865722656,4277.8798828125
2022-03-10,275.6300048828125,4259.52001953125
2022-03-11,270.9800109863281,4204.31005859375
2022-03-14,273.9700012207031,4173.10986328125
2022-03-15,279.1400146484375,4262.4501953125
2022-03-16,285.9100036621094,4357.85986328125
2022-03-17,288.8599853515625,4411.669921875
2022-03-18,290.3900146484375,4463.1201171875
2022-03-21,288.5299987792969,4461.18017578125
2022-03-22,290.2200012207031,4511.60986328125
2022-03-23,286.739990234375,4456.240234375
2022-03-24,289.1400146484375,4520.16015625
",
3159,US,technical,"Calculate CrowdStrike's Treynor Ratio from November 09, 2023 to August 29, 2024. (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3059,easy,risk-adjusted return,"Treynor = (AnnRet - rf) / \beta; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2023-11-08,193.8300018310547,4382.77978515625
2023-11-09,190.75999450683597,4347.35009765625
2023-11-10,196.30999755859372,4415.240234375
2023-11-13,200.9600067138672,4411.5498046875
2023-11-14,207.97000122070312,4495.7001953125
2023-11-15,204.2899932861328,4502.8798828125
2023-11-16,204.2700042724609,4508.240234375
2023-11-17,207.08999633789065,4514.02001953125
2023-11-20,207.72999572753903,4547.3798828125
2023-11-21,208.97999572753903,4538.18994140625
2023-11-22,209.6100006103516,4556.6201171875
2023-11-24,210.66000366210935,4559.33984375
2023-11-27,210.07000732421875,4550.43017578125
2023-11-28,212.3500061035156,4554.89013671875
2023-11-29,234.44000244140625,4550.580078125
2023-11-30,236.9900054931641,4567.7998046875
2023-12-01,235.02999877929688,4594.6298828125
2023-12-04,237.38999938964844,4569.77978515625
2023-12-05,238.97000122070312,4567.18017578125
2023-12-06,239.4199981689453,4549.33984375
2023-12-07,240.1699981689453,4585.58984375
2023-12-08,242.5500030517578,4604.3701171875
2023-12-11,246.97000122070312,4622.43994140625
2023-12-12,248.5500030517578,4643.7001953125
2023-12-13,252.0399932861328,4707.08984375
2023-12-14,252.67999267578125,4719.5498046875
2023-12-15,260.0799865722656,4719.18994140625
2023-12-18,259.79998779296875,4740.56005859375
2023-12-19,258.3299865722656,4768.3701171875
2023-12-20,253.9499969482422,4698.35009765625
2023-12-21,257.32000732421875,4746.75
2023-12-22,255.6300048828125,4754.6298828125
2023-12-26,257.8699951171875,4774.75
2023-12-27,257.32000732421875,4781.580078125
2023-12-28,256.1300048828125,4783.35009765625
2023-12-29,255.32000732421875,4769.830078125
2024-01-02,246.88999938964844,4742.830078125
2024-01-03,244.3600006103516,4704.81005859375
2024-01-04,245.6499938964844,4688.68017578125
2024-01-05,247.4600067138672,4697.240234375
2024-01-08,261.2799987792969,4763.5400390625
2024-01-09,273.7699890136719,4756.5
2024-01-10,282.0400085449219,4783.4501953125
2024-01-11,284.5199890136719,4780.240234375
2024-01-12,283.3500061035156,4783.830078125
2024-01-16,286.2900085449219,4765.97998046875
2024-01-17,276.2699890136719,4739.2099609375
2024-01-18,283.1099853515625,4780.93994140625
2024-01-19,290.5400085449219,4839.81005859375
2024-01-22,298.6600036621094,4850.43017578125
2024-01-23,297.2699890136719,4864.60009765625
2024-01-24,300.2799987792969,4868.5498046875
2024-01-25,293.4599914550781,4894.16015625
2024-01-26,290.3099975585937,4890.97021484375
2024-01-29,300.6700134277344,4927.93017578125
2024-01-30,301.3500061035156,4924.97021484375
2024-01-31,292.5,4845.64990234375
2024-02-01,299.3699951171875,4906.18994140625
2024-02-02,303.57000732421875,4958.60986328125
2024-02-05,302.489990234375,4942.81005859375
2024-02-06,302.1099853515625,4954.22998046875
2024-02-07,317.7799987792969,4995.06005859375
2024-02-08,323.0400085449219,4997.91015625
2024-02-09,329.3399963378906,5026.60986328125
2024-02-12,321.2900085449219,5021.83984375
2024-02-13,322.44000244140625,4953.169921875
2024-02-14,334.54998779296875,5000.6201171875
2024-02-15,331.3800048828125,5029.72998046875
2024-02-16,329.239990234375,5005.56982421875
2024-02-20,323.7099914550781,4975.509765625
2024-02-21,292.3599853515625,4981.7998046875
2024-02-22,310.9100036621094,5087.02978515625
2024-02-23,311.489990234375,5088.7998046875
2024-02-26,321.0299987792969,5069.52978515625
2024-02-27,321.2099914550781,5078.18017578125
2024-02-28,320.94000244140625,5069.759765625
2024-02-29,324.1499938964844,5096.27001953125
2024-03-01,314.6000061035156,5137.080078125
2024-03-04,313.8099975585937,5130.9501953125
2024-03-05,297.5599975585937,5078.64990234375
2024-03-06,329.57000732421875,5104.759765625
2024-03-07,329.67999267578125,5157.35986328125
2024-03-08,322.8500061035156,5123.68994140625
2024-03-11,317.3699951171875,5117.93994140625
2024-03-12,329.2699890136719,5175.27001953125
2024-03-13,332.1700134277344,5165.31005859375
2024-03-14,328.5899963378906,5150.47998046875
2024-03-15,315.6499938964844,5117.08984375
2024-03-18,321.0599975585937,5149.419921875
2024-03-19,320.8599853515625,5178.509765625
2024-03-20,326.8699951171875,5224.6201171875
2024-03-21,329.4599914550781,5241.52978515625
2024-03-22,327.5799865722656,5234.18017578125
2024-03-25,324.760009765625,5218.18994140625
2024-03-26,330.010009765625,5203.580078125
2024-03-27,322.25,5248.490234375
2024-03-28,320.5899963378906,5254.35009765625
2024-04-01,319.5899963378906,5243.77001953125
2024-04-02,319.54998779296875,5205.81005859375
2024-04-03,320.0400085449219,5211.490234375
2024-04-04,309.19000244140625,5147.2099609375
2024-04-05,315.5,5204.33984375
2024-04-08,313.7300109863281,5202.39013671875
2024-04-09,310.7699890136719,5209.91015625
2024-04-10,312.5299987792969,5160.64013671875
2024-04-11,317.79998779296875,5199.06005859375
2024-04-12,309.04998779296875,5123.41015625
2024-04-15,299.5,5061.81982421875
2024-04-16,299.1499938964844,5051.41015625
2024-04-17,293.69000244140625,5022.2099609375
2024-04-18,294.1000061035156,5011.1201171875
2024-04-19,282.6400146484375,4967.22998046875
2024-04-22,289.1499938964844,5010.60009765625
2024-04-23,299.6499938964844,5070.5498046875
2024-04-24,297.6199951171875,5071.6298828125
2024-04-25,298.0199890136719,5048.419921875
2024-04-26,304.07000732421875,5099.9599609375
2024-04-29,304.0400085449219,5116.169921875
2024-04-30,292.5400085449219,5035.68994140625
2024-05-01,295.44000244140625,5018.39013671875
2024-05-02,303.5400085449219,5064.2001953125
2024-05-03,310.2099914550781,5127.7900390625
2024-05-06,317.8099975585937,5180.740234375
2024-05-07,312.54998779296875,5187.7001953125
2024-05-08,313.760009765625,5187.669921875
2024-05-09,317.94000244140625,5214.080078125
2024-05-10,320.760009765625,5222.68017578125
2024-05-13,319.17999267578125,5221.419921875
2024-05-14,329.54998779296875,5246.68017578125
2024-05-15,343.1199951171875,5308.14990234375
2024-05-16,339.0599975585937,5297.10009765625
2024-05-17,345.92999267578125,5303.27001953125
2024-05-20,348.75,5308.1298828125
2024-05-21,349.32000732421875,5321.41015625
2024-05-22,345.4200134277344,5307.009765625
2024-05-23,342.3500061035156,5267.83984375
2024-05-24,351.4700012207031,5304.72021484375
2024-05-28,346.82000732421875,5306.0400390625
2024-05-29,349.5199890136719,5266.9501953125
2024-05-30,315.9200134277344,5235.47998046875
2024-05-31,313.6700134277344,5277.509765625
2024-06-03,308.69000244140625,5283.39990234375
2024-06-04,305.5799865722656,5291.33984375
2024-06-05,342.17999267578125,5354.02978515625
2024-06-06,340.489990234375,5352.9599609375
2024-06-07,349.1199951171875,5346.990234375
2024-06-10,374.5700073242188,5360.7900390625
2024-06-11,384.6300048828125,5375.31982421875
2024-06-12,387.3699951171875,5421.02978515625
2024-06-13,382.80999755859375,5433.740234375
2024-06-14,385.43499755859375,5431.60009765625
2024-06-17,390.4299926757813,5473.22998046875
2024-06-18,389.510009765625,5487.02978515625
2024-06-20,382.1400146484375,5473.169921875
2024-06-21,380.6300048828125,5464.6201171875
2024-06-24,377.9299926757813,5447.8701171875
2024-06-25,386.760009765625,5469.2998046875
2024-06-26,380.3699951171875,5477.89990234375
2024-06-27,387.2900085449219,5482.8701171875
2024-06-28,383.1900024414063,5460.47998046875
2024-07-01,392.1499938964844,5475.08984375
2024-07-02,385.0499877929688,5509.009765625
2024-07-03,387.1799926757813,5537.02001953125
2024-07-05,389.6799926757813,5567.18994140625
2024-07-08,390.7099914550781,5572.85009765625
2024-07-09,385.8800048828125,5576.97998046875
2024-07-10,374.4500122070313,5633.91015625
2024-07-11,370.4299926757813,5584.5400390625
2024-07-12,371.3200073242188,5615.35009765625
2024-07-15,377.3699951171875,5631.22021484375
2024-07-16,369.0499877929688,5667.2001953125
2024-07-17,354.94000244140625,5588.27001953125
2024-07-18,343.04998779296875,5544.58984375
2024-07-19,304.9599914550781,5505.0
2024-07-22,263.9100036621094,5564.41015625
2024-07-23,268.8800048828125,5555.740234375
2024-07-24,258.1400146484375,5427.1298828125
2024-07-25,254.1499938964844,5399.22021484375
2024-07-26,256.1600036621094,5459.10009765625
2024-07-29,258.8099975585937,5463.5400390625
2024-07-30,233.6499938964844,5436.43994140625
2024-07-31,231.9600067138672,5522.2998046875
2024-08-01,224.22000122070312,5446.68017578125
2024-08-02,217.88999938964844,5346.56005859375
2024-08-05,222.0500030517578,5186.330078125
2024-08-06,231.69000244140625,5240.02978515625
2024-08-07,230.6699981689453,5199.5
2024-08-08,240.5200042724609,5319.31005859375
2024-08-09,240.8999938964844,5344.16015625
2024-08-12,239.33999633789065,5344.39013671875
2024-08-13,248.1100006103516,5434.43017578125
2024-08-14,256.2200012207031,5455.2099609375
2024-08-15,260.489990234375,5543.22021484375
2024-08-16,262.5400085449219,5554.25
2024-08-19,266.7799987792969,5608.25
2024-08-20,266.5299987792969,5597.1201171875
2024-08-21,273.2099914550781,5620.85009765625
2024-08-22,267.6400146484375,5570.64013671875
2024-08-23,271.5400085449219,5634.60986328125
2024-08-26,265.8699951171875,5616.83984375
2024-08-27,269.8299865722656,5625.7998046875
2024-08-28,264.20001220703125,5592.18017578125
2024-08-29,271.6700134277344,5591.9599609375
",
3160,US,technical,"What is the value of Modigliani Ratio for Xcel Energy from September 12, 2023 to January 18, 2024? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0761,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2023-09-11,57.43000030517578,4487.4599609375
2023-09-12,57.209999084472656,4461.89990234375
2023-09-13,58.130001068115234,4467.43994140625
2023-09-14,58.68000030517578,4505.10009765625
2023-09-15,57.970001220703125,4450.31982421875
2023-09-18,57.9900016784668,4453.52978515625
2023-09-19,58.52000045776367,4443.9501953125
2023-09-20,59.959999084472656,4402.2001953125
2023-09-21,59.380001068115234,4330.0
2023-09-22,59.72999954223633,4320.06005859375
2023-09-25,59.4900016784668,4337.43994140625
2023-09-26,57.720001220703125,4273.52978515625
2023-09-27,57.209999084472656,4274.509765625
2023-09-28,56.869998931884766,4299.7001953125
2023-09-29,57.220001220703125,4288.0498046875
2023-10-02,55.02999877929688,4288.39013671875
2023-10-03,55.84000015258789,4229.4501953125
2023-10-04,56.630001068115234,4263.75
2023-10-05,56.47999954223633,4258.18994140625
2023-10-06,57.34999847412109,4308.5
2023-10-09,57.650001525878906,4335.66015625
2023-10-10,58.060001373291016,4358.240234375
2023-10-11,58.810001373291016,4376.9501953125
2023-10-12,58.150001525878906,4349.60986328125
2023-10-13,58.86000061035156,4327.77978515625
2023-10-16,59.560001373291016,4373.6298828125
2023-10-17,59.5099983215332,4373.2001953125
2023-10-18,59.33000183105469,4314.60009765625
2023-10-19,59.04999923706055,4278.0
2023-10-20,58.09999847412109,4224.16015625
2023-10-23,58.04999923706055,4217.0400390625
2023-10-24,59.08000183105469,4247.68017578125
2023-10-25,59.470001220703125,4186.77001953125
2023-10-26,59.77000045776367,4137.22998046875
2023-10-27,58.310001373291016,4117.3701171875
2023-10-30,58.7400016784668,4166.81982421875
2023-10-31,59.27000045776367,4193.7998046875
2023-11-01,60.540000915527344,4237.85986328125
2023-11-02,61.06999969482422,4317.77978515625
2023-11-03,61.02999877929688,4358.33984375
2023-11-06,60.560001373291016,4365.97998046875
2023-11-07,59.83000183105469,4378.3798828125
2023-11-08,59.08000183105469,4382.77978515625
2023-11-09,58.70000076293945,4347.35009765625
2023-11-10,59.20000076293945,4415.240234375
2023-11-13,58.27000045776367,4411.5498046875
2023-11-14,60.29999923706055,4495.7001953125
2023-11-15,60.09000015258789,4502.8798828125
2023-11-16,60.70000076293945,4508.240234375
2023-11-17,60.560001373291016,4514.02001953125
2023-11-20,60.060001373291016,4547.3798828125
2023-11-21,60.02000045776367,4538.18994140625
2023-11-22,60.43000030517578,4556.6201171875
2023-11-24,60.52000045776367,4559.33984375
2023-11-27,60.45000076293945,4550.43017578125
2023-11-28,60.970001220703125,4554.89013671875
2023-11-29,60.0,4550.580078125
2023-11-30,60.84000015258789,4567.7998046875
2023-12-01,61.43000030517578,4594.6298828125
2023-12-04,61.470001220703125,4569.77978515625
2023-12-05,61.02999877929688,4567.18017578125
2023-12-06,61.970001220703125,4549.33984375
2023-12-07,61.54999923706055,4585.58984375
2023-12-08,60.90999984741211,4604.3701171875
2023-12-11,61.54999923706055,4622.43994140625
2023-12-12,61.15999984741211,4643.7001953125
2023-12-13,63.33000183105469,4707.08984375
2023-12-14,62.56999969482422,4719.5498046875
2023-12-15,61.58000183105469,4719.18994140625
2023-12-18,62.34999847412109,4740.56005859375
2023-12-19,62.119998931884766,4768.3701171875
2023-12-20,61.310001373291016,4698.35009765625
2023-12-21,61.52999877929688,4746.75
2023-12-22,62.060001373291016,4754.6298828125
2023-12-26,62.25,4774.75
2023-12-27,61.540000915527344,4781.580078125
2023-12-28,61.88999938964844,4783.35009765625
2023-12-29,61.90999984741211,4769.830078125
2024-01-02,63.470001220703125,4742.830078125
2024-01-03,63.58000183105469,4704.81005859375
2024-01-04,63.72999954223633,4688.68017578125
2024-01-05,63.72999954223633,4697.240234375
2024-01-08,63.58000183105469,4763.5400390625
2024-01-09,63.27000045776367,4756.5
2024-01-10,62.720001220703125,4783.4501953125
2024-01-11,61.0,4780.240234375
2024-01-12,61.310001373291016,4783.830078125
2024-01-16,60.90999984741211,4765.97998046875
2024-01-17,60.09000015258789,4739.2099609375
2024-01-18,59.650001525878906,4780.93994140625
",
3161,US,technical,"From June 04, 2023 to March 28, 2024, what is Sysco's Modigliani Ratio? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0995,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2023-06-02,72.63999938964844,4282.3701171875
2023-06-05,72.54000091552734,4273.7900390625
2023-06-06,72.87000274658203,4283.85009765625
2023-06-07,72.69000244140625,4267.52001953125
2023-06-08,72.08000183105469,4293.93017578125
2023-06-09,72.54000091552734,4298.85986328125
2023-06-12,72.33000183105469,4338.93017578125
2023-06-13,72.76000213623047,4369.009765625
2023-06-14,72.83000183105469,4372.58984375
2023-06-15,73.4000015258789,4425.83984375
2023-06-16,73.38999938964844,4409.58984375
2023-06-20,72.4800033569336,4388.7099609375
2023-06-21,72.5999984741211,4365.68994140625
2023-06-22,73.23999786376953,4381.89013671875
2023-06-23,72.44999694824219,4348.330078125
2023-06-26,72.37000274658203,4328.81982421875
2023-06-27,73.37999725341797,4378.41015625
2023-06-28,72.87000274658203,4376.85986328125
2023-06-29,73.12999725341797,4396.43994140625
2023-06-30,74.19999694824219,4450.3798828125
2023-07-03,75.30000305175781,4455.58984375
2023-07-05,74.27999877929688,4446.81982421875
2023-07-06,74.18000030517578,4411.58984375
2023-07-07,74.33000183105469,4398.9501953125
2023-07-10,74.06999969482422,4409.52978515625
2023-07-11,73.98999786376953,4439.259765625
2023-07-12,73.83000183105469,4472.16015625
2023-07-13,73.29000091552734,4510.0400390625
2023-07-14,73.0999984741211,4505.419921875
2023-07-17,73.41000366210938,4522.7900390625
2023-07-18,72.4800033569336,4554.97998046875
2023-07-19,74.1500015258789,4565.72021484375
2023-07-20,75.36000061035156,4534.8701171875
2023-07-21,75.19999694824219,4536.33984375
2023-07-24,75.80999755859375,4554.64013671875
2023-07-25,75.5199966430664,4567.4599609375
2023-07-26,75.44999694824219,4566.75
2023-07-27,75.5,4537.41015625
2023-07-28,76.05999755859375,4582.22998046875
2023-07-31,76.30999755859375,4588.9599609375
2023-08-01,76.16000366210938,4576.72998046875
2023-08-02,75.62999725341797,4513.39013671875
2023-08-03,74.22000122070312,4501.89013671875
2023-08-04,73.79000091552734,4478.02978515625
2023-08-07,74.16999816894531,4518.43994140625
2023-08-08,73.11000061035156,4499.3798828125
2023-08-09,73.52999877929688,4467.7099609375
2023-08-10,72.06999969482422,4468.830078125
2023-08-11,71.95999908447266,4464.0498046875
2023-08-14,70.94999694824219,4489.72021484375
2023-08-15,71.20999908447266,4437.85986328125
2023-08-16,72.08000183105469,4404.330078125
2023-08-17,71.45999908447266,4370.35986328125
2023-08-18,71.47000122070312,4369.7099609375
2023-08-21,71.06999969482422,4399.77001953125
2023-08-22,70.19999694824219,4387.5498046875
2023-08-23,70.31999969482422,4436.009765625
2023-08-24,69.9000015258789,4376.31005859375
2023-08-25,69.76000213623047,4405.7099609375
2023-08-28,70.27999877929688,4433.31005859375
2023-08-29,70.4800033569336,4497.6298828125
2023-08-30,70.08999633789062,4514.8701171875
2023-08-31,69.6500015258789,4507.66015625
2023-09-01,70.29000091552734,4515.77001953125
2023-09-05,68.66000366210938,4496.830078125
2023-09-06,68.44999694824219,4465.47998046875
2023-09-07,69.16000366210938,4451.14013671875
2023-09-08,69.94999694824219,4457.490234375
2023-09-11,70.16999816894531,4487.4599609375
2023-09-12,69.94999694824219,4461.89990234375
2023-09-13,69.91000366210938,4467.43994140625
2023-09-14,71.06999969482422,4505.10009765625
2023-09-15,71.0199966430664,4450.31982421875
2023-09-18,70.81999969482422,4453.52978515625
2023-09-19,70.51000213623047,4443.9501953125
2023-09-20,70.58999633789062,4402.2001953125
2023-09-21,69.5199966430664,4330.0
2023-09-22,68.62999725341797,4320.06005859375
2023-09-25,68.79000091552734,4337.43994140625
2023-09-26,66.2300033569336,4273.52978515625
2023-09-27,65.20999908447266,4274.509765625
2023-09-28,66.5199966430664,4299.7001953125
2023-09-29,66.05000305175781,4288.0498046875
2023-10-02,65.18000030517578,4288.39013671875
2023-10-03,64.27999877929688,4229.4501953125
2023-10-04,65.0,4263.75
2023-10-05,63.650001525878906,4258.18994140625
2023-10-06,62.95000076293945,4308.5
2023-10-09,63.43000030517578,4335.66015625
2023-10-10,64.2699966430664,4358.240234375
2023-10-11,64.08000183105469,4376.9501953125
2023-10-12,62.68999862670898,4349.60986328125
2023-10-13,63.2599983215332,4327.77978515625
2023-10-16,64.4000015258789,4373.6298828125
2023-10-17,64.86000061035156,4373.2001953125
2023-10-18,65.18000030517578,4314.60009765625
2023-10-19,65.66000366210938,4278.0
2023-10-20,65.43000030517578,4224.16015625
2023-10-23,65.0,4217.0400390625
2023-10-24,65.31999969482422,4247.68017578125
2023-10-25,65.73999786376953,4186.77001953125
2023-10-26,65.47000122070312,4137.22998046875
2023-10-27,64.48999786376953,4117.3701171875
2023-10-30,65.54000091552734,4166.81982421875
2023-10-31,66.48999786376953,4193.7998046875
2023-11-01,65.6500015258789,4237.85986328125
2023-11-02,65.6500015258789,4317.77978515625
2023-11-03,67.0199966430664,4358.33984375
2023-11-06,66.81999969482422,4365.97998046875
2023-11-07,67.55999755859375,4378.3798828125
2023-11-08,67.02999877929688,4382.77978515625
2023-11-09,66.69000244140625,4347.35009765625
2023-11-10,67.33999633789062,4415.240234375
2023-11-13,67.2300033569336,4411.5498046875
2023-11-14,68.97000122070312,4495.7001953125
2023-11-15,70.5,4502.8798828125
2023-11-16,70.66999816894531,4508.240234375
2023-11-17,70.88999938964844,4514.02001953125
2023-11-20,71.2699966430664,4547.3798828125
2023-11-21,71.30000305175781,4538.18994140625
2023-11-22,72.02999877929688,4556.6201171875
2023-11-24,72.1500015258789,4559.33984375
2023-11-27,71.9000015258789,4550.43017578125
2023-11-28,71.83000183105469,4554.89013671875
2023-11-29,71.70999908447266,4550.580078125
2023-11-30,72.16999816894531,4567.7998046875
2023-12-01,72.80000305175781,4594.6298828125
2023-12-04,73.0,4569.77978515625
2023-12-05,73.20999908447266,4567.18017578125
2023-12-06,73.05000305175781,4549.33984375
2023-12-07,74.18000030517578,4585.58984375
2023-12-08,73.83000183105469,4604.3701171875
2023-12-11,73.93000030517578,4622.43994140625
2023-12-12,73.61000061035156,4643.7001953125
2023-12-13,75.33999633789062,4707.08984375
2023-12-14,74.19999694824219,4719.5498046875
2023-12-15,73.54000091552734,4719.18994140625
2023-12-18,72.86000061035156,4740.56005859375
2023-12-19,73.30000305175781,4768.3701171875
2023-12-20,73.25,4698.35009765625
2023-12-21,73.52999877929688,4746.75
2023-12-22,73.52999877929688,4754.6298828125
2023-12-26,73.33000183105469,4774.75
2023-12-27,73.02999877929688,4781.580078125
2023-12-28,73.04000091552734,4783.35009765625
2023-12-29,73.12999725341797,4769.830078125
2024-01-02,74.41999816894531,4742.830078125
2024-01-03,74.9800033569336,4704.81005859375
2024-01-04,75.12000274658203,4688.68017578125
2024-01-05,75.6500015258789,4697.240234375
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2024-01-09,75.58000183105469,4756.5
2024-01-10,75.02999877929688,4783.4501953125
2024-01-11,75.44999694824219,4780.240234375
2024-01-12,75.75,4783.830078125
2024-01-16,74.9000015258789,4765.97998046875
2024-01-17,74.66999816894531,4739.2099609375
2024-01-18,75.19999694824219,4780.93994140625
2024-01-19,75.20999908447266,4839.81005859375
2024-01-22,75.61000061035156,4850.43017578125
2024-01-23,75.5199966430664,4864.60009765625
2024-01-24,74.98999786376953,4868.5498046875
2024-01-25,75.2699966430664,4894.16015625
2024-01-26,75.1500015258789,4890.97021484375
2024-01-29,75.16999816894531,4927.93017578125
2024-01-30,80.81999969482422,4924.97021484375
2024-01-31,80.93000030517578,4845.64990234375
2024-02-01,82.36000061035156,4906.18994140625
2024-02-02,81.4800033569336,4958.60986328125
2024-02-05,80.83999633789062,4942.81005859375
2024-02-06,80.41000366210938,4954.22998046875
2024-02-07,79.66999816894531,4995.06005859375
2024-02-08,79.31999969482422,4997.91015625
2024-02-09,79.55000305175781,5026.60986328125
2024-02-12,80.04000091552734,5021.83984375
2024-02-13,79.13999938964844,4953.169921875
2024-02-14,79.0,5000.6201171875
2024-02-15,79.37999725341797,5029.72998046875
2024-02-16,79.5,5005.56982421875
2024-02-20,79.06999969482422,4975.509765625
2024-02-21,79.68000030517578,4981.7998046875
2024-02-22,80.44000244140625,5087.02978515625
2024-02-23,80.81999969482422,5088.7998046875
2024-02-26,80.83999633789062,5069.52978515625
2024-02-27,81.13999938964844,5078.18017578125
2024-02-28,80.66999816894531,5069.759765625
2024-02-29,80.97000122070312,5096.27001953125
2024-03-01,79.95999908447266,5137.080078125
2024-03-04,79.51000213623047,5130.9501953125
2024-03-05,79.58000183105469,5078.64990234375
2024-03-06,79.16999816894531,5104.759765625
2024-03-07,79.87000274658203,5157.35986328125
2024-03-08,80.55999755859375,5123.68994140625
2024-03-11,80.0199966430664,5117.93994140625
2024-03-12,80.12999725341797,5175.27001953125
2024-03-13,80.5199966430664,5165.31005859375
2024-03-14,80.02999877929688,5150.47998046875
2024-03-15,80.91999816894531,5117.08984375
2024-03-18,80.66000366210938,5149.419921875
2024-03-19,81.33000183105469,5178.509765625
2024-03-20,81.16999816894531,5224.6201171875
2024-03-21,81.63999938964844,5241.52978515625
2024-03-22,81.58999633789062,5234.18017578125
2024-03-25,80.87999725341797,5218.18994140625
2024-03-26,80.9000015258789,5203.580078125
2024-03-27,81.94000244140625,5248.490234375
2024-03-28,81.18000030517578,5254.35009765625
",
3162,US,technical,"What was Progressive Corporation's Modigliani Ratio during the period December 21, 2024 to December 01, 2025? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0195,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2024-12-20,239.97000122070312,5930.85009765625
2024-12-23,241.00999450683597,5974.06982421875
2024-12-24,243.2400054931641,6040.0400390625
2024-12-26,243.19000244140625,6037.58984375
2024-12-27,241.0200042724609,5970.83984375
2024-12-30,239.6000061035156,5906.93994140625
2024-12-31,239.6100006103516,5881.6298828125
2025-01-02,240.6499938964844,5868.5498046875
2025-01-03,242.22000122070312,5942.47021484375
2025-01-06,239.58999633789065,5975.3798828125
2025-01-07,242.27999877929688,5909.02978515625
2025-01-08,243.58999633789065,5918.25
2025-01-10,235.6100006103516,5827.0400390625
2025-01-13,235.77999877929688,5836.22021484375
2025-01-14,239.75999450683597,5842.91015625
2025-01-15,242.47000122070312,5949.91015625
2025-01-16,245.5399932861328,5937.33984375
2025-01-17,243.67999267578125,5996.66015625
2025-01-21,241.00999450683597,6049.240234375
2025-01-22,239.1699981689453,6086.3701171875
2025-01-23,239.50999450683597,6118.7099609375
2025-01-24,238.82000732421875,6101.240234375
2025-01-27,246.91000366210935,6012.27978515625
2025-01-28,245.0500030517578,6067.7001953125
2025-01-29,246.3999938964844,6039.31005859375
2025-01-30,249.22000122070312,6071.169921875
2025-01-31,246.44000244140625,6040.52978515625
2025-02-03,248.9199981689453,5994.56982421875
2025-02-04,248.0,6037.8798828125
2025-02-05,249.0,6061.47998046875
2025-02-06,251.3500061035156,6083.56982421875
2025-02-07,250.6000061035156,6025.990234375
2025-02-10,249.69000244140625,6066.43994140625
2025-02-11,257.57000732421875,6068.5
2025-02-12,256.7900085449219,6051.97021484375
2025-02-13,262.1300048828125,6115.06982421875
2025-02-14,262.6000061035156,6114.6298828125
2025-02-18,263.92999267578125,6129.580078125
2025-02-19,269.6199951171875,6144.14990234375
2025-02-20,267.6700134277344,6117.52001953125
2025-02-21,266.19000244140625,6013.1298828125
2025-02-24,272.6300048828125,5983.25
2025-02-25,278.5199890136719,5955.25
2025-02-26,273.42999267578125,5956.06005859375
2025-02-27,278.7699890136719,5861.56982421875
2025-02-28,282.0,5954.5
2025-03-03,285.0799865722656,5849.72021484375
2025-03-04,283.19000244140625,5778.14990234375
2025-03-05,281.8599853515625,5842.6298828125
2025-03-06,281.1700134277344,5738.52001953125
2025-03-07,279.82000732421875,5770.2001953125
2025-03-10,278.69000244140625,5614.56005859375
2025-03-11,276.94000244140625,5572.06982421875
2025-03-12,277.54998779296875,5599.2998046875
2025-03-13,279.3999938964844,5521.52001953125
2025-03-14,283.69000244140625,5638.93994140625
2025-03-17,291.2200012207031,5675.1201171875
2025-03-18,283.2799987792969,5614.66015625
2025-03-19,273.2900085449219,5675.2900390625
2025-03-20,274.6199951171875,5662.89013671875
2025-03-21,272.8599853515625,5667.56005859375
2025-03-24,274.0,5767.56982421875
2025-03-25,274.42999267578125,5776.64990234375
2025-03-26,272.5400085449219,5712.2001953125
2025-03-27,274.6700134277344,5693.31005859375
2025-03-28,278.8599853515625,5580.93994140625
2025-03-31,283.010009765625,5611.85009765625
2025-04-01,284.2900085449219,5633.06982421875
2025-04-02,281.2300109863281,5670.97021484375
2025-04-03,287.0,5396.52001953125
2025-04-04,257.6400146484375,5074.080078125
2025-04-07,255.2700042724609,5062.25
2025-04-08,260.3800048828125,4982.77001953125
2025-04-09,270.1099853515625,5456.89990234375
2025-04-10,273.17999267578125,5268.0498046875
2025-04-11,275.6400146484375,5363.35986328125
2025-04-14,278.5599975585937,5405.97021484375
2025-04-15,276.1099853515625,5396.6298828125
2025-04-16,275.1300048828125,5275.7001953125
2025-04-17,265.45001220703125,5282.7001953125
2025-04-21,257.4100036621094,5158.2001953125
2025-04-22,265.0799865722656,5287.759765625
2025-04-23,265.0299987792969,5375.85986328125
2025-04-24,265.19000244140625,5484.77001953125
2025-04-25,265.010009765625,5525.2099609375
2025-04-28,269.5799865722656,5528.75
2025-04-29,276.3099975585937,5560.830078125
2025-04-30,281.739990234375,5569.06005859375
2025-05-01,277.6600036621094,5604.14013671875
2025-05-02,282.8099975585937,5686.669921875
2025-05-05,282.1600036621094,5650.3798828125
2025-05-06,283.6600036621094,5606.91015625
2025-05-07,286.3800048828125,5631.27978515625
2025-05-08,283.9200134277344,5663.93994140625
2025-05-09,284.510009765625,5659.91015625
2025-05-12,280.25,5844.18994140625
2025-05-13,282.5899963378906,5886.5498046875
2025-05-14,278.1700134277344,5892.580078125
2025-05-15,281.1499938964844,5916.93017578125
2025-05-16,286.0299987792969,5958.3798828125
2025-05-19,288.239990234375,5963.60009765625
2025-05-20,285.6300048828125,5940.4599609375
2025-05-21,281.0,5844.60986328125
2025-05-22,277.1199951171875,5842.009765625
2025-05-23,277.29998779296875,5802.81982421875
2025-05-27,278.75,5921.5400390625
2025-05-28,277.0299987792969,5888.5498046875
2025-05-29,277.29998779296875,5912.169921875
2025-05-30,284.92999267578125,5911.68994140625
2025-06-02,288.739990234375,5935.93994140625
2025-06-03,287.25,5970.3701171875
2025-06-04,282.1700134277344,5970.81005859375
2025-06-05,280.20001220703125,5939.2998046875
2025-06-06,279.32000732421875,6000.35986328125
2025-06-09,271.3099975585937,6005.8798828125
2025-06-10,265.489990234375,6038.81005859375
2025-06-11,263.2200012207031,6022.240234375
2025-06-12,268.4200134277344,6045.259765625
2025-06-13,267.8500061035156,5976.97021484375
2025-06-16,266.42999267578125,6033.10986328125
2025-06-17,265.7699890136719,5982.72021484375
2025-06-18,260.3299865722656,5980.8701171875
2025-06-20,262.010009765625,5967.83984375
2025-06-23,266.3800048828125,6025.169921875
2025-06-24,266.010009765625,6092.18017578125
2025-06-25,259.6700134277344,6092.16015625
2025-06-26,261.6199951171875,6141.02001953125
2025-06-27,263.989990234375,6173.06982421875
2025-06-30,266.8599853515625,6204.9501953125
2025-07-01,264.29998779296875,6198.009765625
2025-07-02,257.79998779296875,6227.419921875
2025-07-03,261.6600036621094,6279.35009765625
2025-07-07,253.5399932861328,6229.97998046875
2025-07-08,251.63999938964844,6225.52001953125
2025-07-09,250.41000366210935,6263.259765625
2025-07-10,249.3800048828125,6280.4599609375
2025-07-11,244.97999572753903,6259.75
2025-07-14,247.3699951171875,6268.56005859375
2025-07-15,242.1999969482422,6243.759765625
2025-07-16,246.4600067138672,6263.7001953125
2025-07-17,247.2700042724609,6297.35986328125
2025-07-18,246.41000366210935,6296.7900390625
2025-07-21,245.1300048828125,6305.60009765625
2025-07-22,247.3699951171875,6309.6201171875
2025-07-23,247.52999877929688,6358.91015625
2025-07-24,247.3800048828125,6363.35009765625
2025-07-25,250.1000061035156,6388.64013671875
2025-07-28,240.97000122070312,6389.77001953125
2025-07-29,241.4900054931641,6370.85986328125
2025-07-30,241.7100067138672,6362.89990234375
2025-07-31,242.0399932861328,6339.39013671875
2025-08-01,241.08999633789065,6238.009765625
2025-08-04,241.5800018310547,6329.93994140625
2025-08-05,242.94000244140625,6299.18994140625
2025-08-06,247.5200042724609,6345.06005859375
2025-08-07,245.30999755859372,6340.0
2025-08-08,246.50999450683597,6389.4501953125
2025-08-11,244.8800048828125,6373.4501953125
2025-08-12,243.0399932861328,6445.759765625
2025-08-13,249.19000244140625,6466.580078125
2025-08-14,250.9499969482422,6468.5400390625
2025-08-15,247.1499938964844,6449.7998046875
2025-08-18,247.08999633789065,6449.14990234375
2025-08-19,250.63999938964844,6411.3701171875
2025-08-20,252.67999267578125,6395.77978515625
2025-08-21,248.9499969482422,6370.169921875
2025-08-22,249.2100067138672,6466.91015625
2025-08-25,244.08999633789065,6439.31982421875
2025-08-26,246.02999877929688,6465.93994140625
2025-08-27,244.69000244140625,6481.39990234375
2025-08-28,246.1100006103516,6501.85986328125
2025-08-29,247.05999755859372,6460.259765625
2025-09-02,245.8600006103516,6415.5400390625
2025-09-03,246.72000122070312,6448.259765625
2025-09-04,249.00999450683597,6502.080078125
2025-09-05,243.8600006103516,6481.5
2025-09-08,245.94000244140625,6495.14990234375
2025-09-09,243.25999450683597,6512.60986328125
2025-09-10,246.41000366210935,6532.0400390625
2025-09-11,248.8000030517578,6587.47021484375
2025-09-12,248.27999877929688,6584.2900390625
2025-09-15,245.6499938964844,6615.27978515625
2025-09-16,244.97000122070312,6606.759765625
2025-09-17,243.6100006103516,6600.35009765625
2025-09-18,242.0,6631.9599609375
2025-09-19,242.33999633789065,6664.35986328125
2025-09-22,241.1499938964844,6693.75
2025-09-23,238.6100006103516,6656.919921875
2025-09-24,240.0,6637.97021484375
2025-09-25,242.19000244140625,6604.72021484375
2025-09-26,243.47999572753903,6643.7001953125
2025-09-29,244.3999938964844,6661.2099609375
2025-09-30,246.9499969482422,6688.4599609375
2025-10-01,246.4600067138672,6711.2001953125
2025-10-02,243.5,6715.35009765625
2025-10-03,245.6999969482422,6715.7900390625
2025-10-06,240.5,6740.27978515625
2025-10-07,243.88999938964844,6714.58984375
2025-10-08,243.05999755859372,6753.72021484375
2025-10-09,242.16000366210935,6735.10986328125
2025-10-10,240.0,6552.509765625
2025-10-13,236.27999877929688,6654.72021484375
2025-10-14,240.3999938964844,6644.31005859375
2025-10-15,226.5,6671.06005859375
2025-10-16,221.7400054931641,6629.06982421875
2025-10-17,225.6100006103516,6664.009765625
2025-10-20,219.3800048828125,6735.1298828125
2025-10-21,221.6000061035156,6735.35009765625
2025-10-22,222.6300048828125,6699.39990234375
2025-10-23,220.58999633789065,6738.43994140625
2025-10-24,219.08999633789065,6791.68994140625
2025-10-27,216.58999633789065,6875.16015625
2025-10-28,211.91000366210935,6890.89013671875
2025-10-29,207.97000122070312,6890.58984375
2025-10-30,206.97000122070312,6822.33984375
2025-10-31,206.0,6840.2001953125
2025-11-03,203.6999969482422,6851.97021484375
2025-11-04,209.58999633789065,6771.5498046875
2025-11-05,208.94000244140625,6796.2900390625
2025-11-06,209.6100006103516,6720.31982421875
2025-11-07,217.2700042724609,6728.7998046875
2025-11-10,217.52999877929688,6832.43017578125
2025-11-11,219.91000366210935,6846.60986328125
2025-11-12,221.8699951171875,6850.919921875
2025-11-13,223.1499938964844,6737.490234375
2025-11-14,225.17999267578125,6734.10986328125
2025-11-17,225.3500061035156,6672.41015625
2025-11-18,224.8800048828125,6617.31982421875
2025-11-19,222.92999267578125,6642.16015625
2025-11-20,226.0,6538.759765625
2025-11-21,226.91000366210935,6602.990234375
2025-11-24,225.0800018310547,6705.1201171875
2025-11-25,226.41000366210935,6765.8798828125
2025-11-26,229.1499938964844,6812.60986328125
2025-11-28,228.7899932861328,6849.08984375
2025-12-01,227.82000732421875,6812.6298828125
",
3163,US,technical,"For Modigliani Ratio, what is Builders FirstSource's value from December 19, 2022 to January 04, 2023? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1545,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2022-12-16,67.54000091552734,3852.360107421875
2022-12-19,65.5999984741211,3817.659912109375
2022-12-20,65.30999755859375,3821.6201171875
2022-12-21,66.1500015258789,3878.43994140625
2022-12-22,65.02999877929688,3822.389892578125
2022-12-23,65.30000305175781,3844.820068359375
2022-12-27,65.1500015258789,3829.25
2022-12-28,63.52000045776367,3783.219970703125
2022-12-29,65.19999694824219,3849.280029296875
2022-12-30,64.87999725341797,3839.5
2023-01-03,65.3499984741211,3824.139892578125
2023-01-04,66.66999816894531,3852.969970703125
",
3164,US,technical,"Calculate Essex Property Trust's Modigliani Ratio from June 09, 2024 to December 25, 2024. (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0965,easy,risk-adjusted return,M^2 = rf + (AnnRet - rf) / \sigma(r) * \sigma(r_b),"date,close,benchmark_close
2024-06-07,268.07000732421875,5346.990234375
2024-06-10,269.3699951171875,5360.7900390625
2024-06-11,265.6400146484375,5375.31982421875
2024-06-12,271.44000244140625,5421.02978515625
2024-06-13,275.20001220703125,5433.740234375
2024-06-14,278.5,5431.60009765625
2024-06-17,281.2900085449219,5473.22998046875
2024-06-18,284.5899963378906,5487.02978515625
2024-06-20,280.0799865722656,5473.169921875
2024-06-21,278.2200012207031,5464.6201171875
2024-06-24,279.19000244140625,5447.8701171875
2024-06-25,275.6199951171875,5469.2998046875
2024-06-26,273.2300109863281,5477.89990234375
2024-06-27,273.3800048828125,5482.8701171875
2024-06-28,272.20001220703125,5460.47998046875
2024-07-01,272.82000732421875,5475.08984375
2024-07-02,272.989990234375,5509.009765625
2024-07-03,269.6000061035156,5537.02001953125
2024-07-05,272.239990234375,5567.18994140625
2024-07-08,273.1000061035156,5572.85009765625
2024-07-09,275.9700012207031,5576.97998046875
2024-07-10,276.3800048828125,5633.91015625
2024-07-11,278.4100036621094,5584.5400390625
2024-07-12,274.3299865722656,5615.35009765625
2024-07-15,276.0899963378906,5631.22021484375
2024-07-16,278.75,5667.2001953125
2024-07-17,283.9800109863281,5588.27001953125
2024-07-18,284.1400146484375,5544.58984375
2024-07-19,284.7900085449219,5505.0
2024-07-22,290.1300048828125,5564.41015625
2024-07-23,291.0599975585937,5555.740234375
2024-07-24,285.9599914550781,5427.1298828125
2024-07-25,282.7200012207031,5399.22021484375
2024-07-26,286.739990234375,5459.10009765625
2024-07-29,286.0,5463.5400390625
2024-07-30,280.79998779296875,5436.43994140625
2024-07-31,278.3599853515625,5522.2998046875
2024-08-01,285.69000244140625,5446.68017578125
2024-08-02,281.6600036621094,5346.56005859375
2024-08-05,272.6199951171875,5186.330078125
2024-08-06,280.3900146484375,5240.02978515625
2024-08-07,277.42999267578125,5199.5
2024-08-08,279.2900085449219,5319.31005859375
2024-08-09,282.6400146484375,5344.16015625
2024-08-12,281.5899963378906,5344.39013671875
2024-08-13,284.4599914550781,5434.43017578125
2024-08-14,286.1600036621094,5455.2099609375
2024-08-15,285.0,5543.22021484375
2024-08-16,284.010009765625,5554.25
2024-08-19,285.4100036621094,5608.25
2024-08-20,287.1400146484375,5597.1201171875
2024-08-21,289.2099914550781,5620.85009765625
2024-08-22,290.3399963378906,5570.64013671875
2024-08-23,296.0899963378906,5634.60986328125
2024-08-26,294.6199951171875,5616.83984375
2024-08-27,295.5400085449219,5625.7998046875
2024-08-28,296.0899963378906,5592.18017578125
2024-08-29,298.04998779296875,5591.9599609375
2024-08-30,301.7900085449219,5648.39990234375
2024-09-03,302.69000244140625,5528.93017578125
2024-09-04,301.6300048828125,5520.06982421875
2024-09-05,302.010009765625,5503.41015625
2024-09-06,298.2099914550781,5408.419921875
2024-09-09,300.04998779296875,5471.0498046875
2024-09-10,308.2699890136719,5495.52001953125
2024-09-11,308.260009765625,5554.1298828125
2024-09-12,310.2200012207031,5595.759765625
2024-09-13,314.04998779296875,5626.02001953125
2024-09-16,315.1499938964844,5633.08984375
2024-09-17,312.1400146484375,5634.580078125
2024-09-18,312.239990234375,5618.259765625
2024-09-19,312.4200134277344,5713.64013671875
2024-09-20,306.2099914550781,5702.5498046875
2024-09-23,309.6499938964844,5718.56982421875
2024-09-24,300.2300109863281,5732.93017578125
2024-09-25,297.5,5722.259765625
2024-09-26,294.1700134277344,5745.3701171875
2024-09-27,294.6000061035156,5738.169921875
2024-09-30,295.4200134277344,5762.47998046875
2024-10-01,292.7099914550781,5708.75
2024-10-02,293.0400085449219,5709.5400390625
2024-10-03,289.7300109863281,5699.93994140625
2024-10-04,289.8800048828125,5751.06982421875
2024-10-07,287.9100036621094,5695.93994140625
2024-10-08,288.4800109863281,5751.1298828125
2024-10-09,288.19000244140625,5792.0400390625
2024-10-10,285.3099975585937,5780.0498046875
2024-10-11,288.0799865722656,5815.02978515625
2024-10-14,291.3500061035156,5859.85009765625
2024-10-15,292.6199951171875,5815.259765625
2024-10-16,297.4800109863281,5842.47021484375
2024-10-17,294.25,5841.47021484375
2024-10-18,296.5,5864.669921875
2024-10-21,291.3699951171875,5853.97998046875
2024-10-22,293.3999938964844,5851.2001953125
2024-10-23,299.9599914550781,5797.419921875
2024-10-24,301.760009765625,5809.85986328125
2024-10-25,295.6499938964844,5808.1201171875
2024-10-28,299.6700134277344,5823.52001953125
2024-10-29,298.42999267578125,5832.919921875
2024-10-30,294.0199890136719,5813.669921875
2024-10-31,283.8599853515625,5705.4501953125
2024-11-01,276.9700012207031,5728.7998046875
2024-11-04,280.6099853515625,5712.68994140625
2024-11-05,291.0,5782.759765625
2024-11-06,293.760009765625,5929.0400390625
2024-11-07,296.5400085449219,5973.10009765625
2024-11-08,304.6600036621094,5995.5400390625
2024-11-11,304.1400146484375,6001.35009765625
2024-11-12,300.8099975585937,5983.990234375
2024-11-13,307.2799987792969,5985.3798828125
2024-11-14,302.739990234375,5949.169921875
2024-11-15,301.760009765625,5870.6201171875
2024-11-18,302.5400085449219,5893.6201171875
2024-11-19,301.7799987792969,5916.97998046875
2024-11-20,300.5899963378906,5917.10986328125
2024-11-21,304.3399963378906,5948.7099609375
2024-11-22,305.5299987792969,5969.33984375
2024-11-25,309.6000061035156,5987.3701171875
2024-11-26,309.75,6021.6298828125
2024-11-27,312.8399963378906,5998.740234375
2024-11-29,310.4599914550781,6032.3798828125
2024-12-02,304.0899963378906,6047.14990234375
2024-12-03,301.0,6049.8798828125
2024-12-04,301.3900146484375,6086.490234375
2024-12-05,299.6700134277344,6075.10986328125
2024-12-06,300.1000061035156,6090.27001953125
2024-12-09,301.0,6052.85009765625
2024-12-10,297.6300048828125,6034.91015625
2024-12-11,298.0400085449219,6084.18994140625
2024-12-12,302.29998779296875,6051.25
2024-12-13,299.7900085449219,6051.08984375
2024-12-16,299.04998779296875,6074.080078125
2024-12-17,294.1000061035156,6050.60986328125
2024-12-18,283.989990234375,5872.16015625
2024-12-19,279.010009765625,5867.080078125
2024-12-20,283.760009765625,5930.85009765625
2024-12-23,284.3299865722656,5974.06982421875
2024-12-24,286.7900085449219,6040.0400390625
",
3165,US,technical,"What is the value of Ulcer Index for Kraft Heinz from October 15, 2020 to December 13, 2020? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0318,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2020-10-15,32.29999923706055
2020-10-16,32.15999984741211
2020-10-19,31.75
2020-10-20,31.989999771118164
2020-10-21,31.440000534057617
2020-10-22,31.229999542236328
2020-10-23,31.3700008392334
2020-10-26,30.57999992370605
2020-10-27,30.68000030517578
2020-10-28,29.21999931335449
2020-10-29,30.040000915527344
2020-10-30,30.59000015258789
2020-11-02,31.670000076293945
2020-11-03,31.780000686645508
2020-11-04,31.81999969482422
2020-11-05,31.700000762939453
2020-11-06,31.540000915527344
2020-11-09,30.6200008392334
2020-11-10,30.479999542236328
2020-11-11,31.350000381469727
2020-11-12,31.100000381469727
2020-11-13,31.61000061035156
2020-11-16,32.150001525878906
2020-11-17,31.59000015258789
2020-11-18,31.6299991607666
2020-11-19,31.8799991607666
2020-11-20,32.2599983215332
2020-11-23,32.599998474121094
2020-11-24,33.83000183105469
2020-11-25,32.540000915527344
2020-11-27,32.84000015258789
2020-11-30,32.939998626708984
2020-12-01,33.13999938964844
2020-12-02,32.779998779296875
2020-12-03,33.45000076293945
2020-12-04,34.119998931884766
2020-12-07,33.599998474121094
2020-12-08,34.34000015258789
2020-12-09,34.220001220703125
2020-12-10,34.099998474121094
2020-12-11,34.06999969482422
",
3166,US,technical,"From March 21, 2023 to April 01, 2023, what is Microsoft's Ulcer Index? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0083,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2023-03-21,273.7799987792969
2023-03-22,272.2900085449219
2023-03-23,277.6600036621094
2023-03-24,280.57000732421875
2023-03-27,276.3800048828125
2023-03-28,275.2300109863281
2023-03-29,280.510009765625
2023-03-30,284.04998779296875
2023-03-31,288.29998779296875
",
3167,US,technical,"What was L3Harris's Ulcer Index during the period June 11, 2025 to November 13, 2025? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0292,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2025-06-11,246.6699981689453
2025-06-12,250.38999938964844
2025-06-13,256.989990234375
2025-06-16,247.7700042724609
2025-06-17,250.8600006103516
2025-06-18,248.8300018310547
2025-06-20,249.6699981689453
2025-06-23,251.1100006103516
2025-06-24,246.6499938964844
2025-06-25,247.8699951171875
2025-06-26,246.8000030517578
2025-06-27,246.97999572753903
2025-06-30,250.83999633789065
2025-07-01,252.17999267578125
2025-07-02,253.55999755859372
2025-07-03,255.72999572753903
2025-07-07,256.42999267578125
2025-07-08,257.0899963378906
2025-07-09,259.04998779296875
2025-07-10,260.1000061035156
2025-07-11,259.54998779296875
2025-07-14,262.3099975585937
2025-07-15,261.1700134277344
2025-07-16,263.6600036621094
2025-07-17,265.510009765625
2025-07-18,264.7699890136719
2025-07-21,263.0899963378906
2025-07-22,264.4200134277344
2025-07-23,269.6000061035156
2025-07-24,273.2200012207031
2025-07-25,269.2799987792969
2025-07-28,269.4700012207031
2025-07-29,272.3099975585937
2025-07-30,274.1199951171875
2025-07-31,274.82000732421875
2025-08-01,278.260009765625
2025-08-04,278.0599975585937
2025-08-05,278.2200012207031
2025-08-06,276.8800048828125
2025-08-07,273.8099975585937
2025-08-08,269.7200012207031
2025-08-11,270.32000732421875
2025-08-12,270.2099914550781
2025-08-13,270.2200012207031
2025-08-14,271.04998779296875
2025-08-15,270.54998779296875
2025-08-18,271.9200134277344
2025-08-19,272.2300109863281
2025-08-20,276.1499938964844
2025-08-21,276.1099853515625
2025-08-22,275.7699890136719
2025-08-25,276.1700134277344
2025-08-26,277.6600036621094
2025-08-27,276.760009765625
2025-08-28,277.0400085449219
2025-08-29,277.6199951171875
2025-09-02,275.1199951171875
2025-09-03,273.1099853515625
2025-09-04,272.989990234375
2025-09-05,272.3900146484375
2025-09-08,273.8900146484375
2025-09-09,270.7099914550781
2025-09-10,275.6400146484375
2025-09-11,280.6300048828125
2025-09-12,279.20001220703125
2025-09-15,281.8900146484375
2025-09-16,284.2699890136719
2025-09-17,281.8599853515625
2025-09-18,282.7300109863281
2025-09-19,283.94000244140625
2025-09-22,284.32000732421875
2025-09-23,286.19000244140625
2025-09-24,284.0
2025-09-25,289.239990234375
2025-09-26,293.5599975585937
2025-09-29,296.95001220703125
2025-09-30,305.4100036621094
2025-10-01,300.4700012207031
2025-10-02,296.1000061035156
2025-10-03,297.3900146484375
2025-10-06,303.010009765625
2025-10-07,301.42999267578125
2025-10-08,306.760009765625
2025-10-09,298.20001220703125
2025-10-10,292.3399963378906
2025-10-13,293.4200134277344
2025-10-14,299.989990234375
2025-10-15,289.7200012207031
2025-10-16,284.2900085449219
2025-10-17,283.8699951171875
2025-10-20,290.5599975585937
2025-10-21,292.29998779296875
2025-10-22,288.9700012207031
2025-10-23,293.2799987792969
2025-10-24,293.20001220703125
2025-10-27,291.1400146484375
2025-10-28,287.3800048828125
2025-10-29,286.8699951171875
2025-10-30,295.8999938964844
2025-10-31,289.1000061035156
2025-11-03,288.5899963378906
2025-11-04,291.1199951171875
2025-11-05,287.1000061035156
2025-11-06,285.0199890136719
2025-11-07,290.6600036621094
2025-11-10,297.0
2025-11-11,301.67999267578125
2025-11-12,300.239990234375
2025-11-13,288.3699951171875
",
3168,US,technical,"For Ulcer Index, what is Regency Centers's value from November 02, 2022 to May 29, 2023? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0848,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2022-11-02,60.5099983215332
2022-11-03,60.290000915527344
2022-11-04,63.56999969482422
2022-11-07,63.650001525878906
2022-11-08,63.0099983215332
2022-11-09,62.209999084472656
2022-11-10,66.26000213623047
2022-11-11,65.81999969482422
2022-11-14,64.69000244140625
2022-11-15,65.4800033569336
2022-11-16,64.5
2022-11-17,65.37999725341797
2022-11-18,65.58999633789062
2022-11-21,64.9800033569336
2022-11-22,66.44000244140625
2022-11-23,65.76000213623047
2022-11-25,66.2699966430664
2022-11-28,64.36000061035156
2022-11-29,65.81999969482422
2022-11-30,66.43000030517578
2022-12-01,65.66999816894531
2022-12-02,65.80999755859375
2022-12-05,64.81999969482422
2022-12-06,65.38999938964844
2022-12-07,65.75
2022-12-08,65.95999908447266
2022-12-09,65.7300033569336
2022-12-12,65.56999969482422
2022-12-13,65.68000030517578
2022-12-14,65.52999877929688
2022-12-15,63.45000076293945
2022-12-16,62.72999954223633
2022-12-19,62.33000183105469
2022-12-20,61.66999816894531
2022-12-21,62.5099983215332
2022-12-22,62.27000045776367
2022-12-23,62.63999938964844
2022-12-27,62.61000061035156
2022-12-28,61.650001525878906
2022-12-29,62.63999938964844
2022-12-30,62.5
2023-01-03,62.83000183105469
2023-01-04,63.68999862670898
2023-01-05,62.290000915527344
2023-01-06,63.59000015258789
2023-01-09,62.52999877929688
2023-01-10,62.02999877929688
2023-01-11,64.31999969482422
2023-01-12,66.48999786376953
2023-01-13,65.9800033569336
2023-01-17,65.97000122070312
2023-01-18,64.12000274658203
2023-01-19,63.459999084472656
2023-01-20,64.3499984741211
2023-01-23,65.44000244140625
2023-01-24,65.87999725341797
2023-01-25,65.94000244140625
2023-01-26,66.05000305175781
2023-01-27,67.1500015258789
2023-01-30,65.7300033569336
2023-01-31,66.62999725341797
2023-02-01,67.0999984741211
2023-02-02,67.52999877929688
2023-02-03,66.80999755859375
2023-02-06,66.19999694824219
2023-02-07,65.5999984741211
2023-02-08,65.0999984741211
2023-02-09,63.54999923706055
2023-02-10,65.66999816894531
2023-02-13,66.81999969482422
2023-02-14,65.75
2023-02-15,65.19999694824219
2023-02-16,64.5999984741211
2023-02-17,64.33000183105469
2023-02-21,62.90999984741211
2023-02-22,62.84999847412109
2023-02-23,63.4900016784668
2023-02-24,63.150001525878906
2023-02-27,63.06999969482422
2023-02-28,62.900001525878906
2023-03-01,62.7599983215332
2023-03-02,62.7599983215332
2023-03-03,63.27999877929688
2023-03-06,63.650001525878906
2023-03-07,61.34999847412109
2023-03-08,61.959999084472656
2023-03-09,60.61000061035156
2023-03-10,58.58000183105469
2023-03-13,58.81999969482422
2023-03-14,60.150001525878906
2023-03-15,59.869998931884766
2023-03-16,58.2599983215332
2023-03-17,56.650001525878906
2023-03-20,57.70000076293945
2023-03-21,58.09000015258789
2023-03-22,56.310001373291016
2023-03-23,56.68999862670898
2023-03-24,58.34000015258789
2023-03-27,58.5
2023-03-28,58.40999984741211
2023-03-29,59.209999084472656
2023-03-30,59.5099983215332
2023-03-31,61.18000030517578
2023-04-03,61.25
2023-04-04,60.869998931884766
2023-04-05,60.2599983215332
2023-04-06,60.29999923706055
2023-04-10,60.43000030517578
2023-04-11,60.72999954223633
2023-04-12,59.9900016784668
2023-04-13,60.0
2023-04-14,59.65999984741211
2023-04-17,60.5
2023-04-18,60.68000030517578
2023-04-19,60.86000061035156
2023-04-20,60.54999923706055
2023-04-21,60.720001220703125
2023-04-24,60.0
2023-04-25,60.209999084472656
2023-04-26,59.470001220703125
2023-04-27,60.40999984741211
2023-04-28,61.43000030517578
2023-05-01,60.63999938964844
2023-05-02,59.9900016784668
2023-05-03,59.65999984741211
2023-05-04,60.09999847412109
2023-05-05,60.7400016784668
2023-05-08,59.68000030517578
2023-05-09,58.880001068115234
2023-05-10,58.9900016784668
2023-05-11,58.4900016784668
2023-05-12,58.52999877929688
2023-05-15,59.130001068115234
2023-05-16,57.02000045776367
2023-05-17,58.77999877929688
2023-05-18,58.2400016784668
2023-05-19,57.630001068115234
2023-05-22,58.43999862670898
2023-05-23,57.560001373291016
2023-05-24,56.34999847412109
2023-05-25,55.15999984741211
2023-05-26,55.93999862670898
",
3169,US,technical,"Calculate Corteva's Ulcer Index from August 03, 2025 to September 12, 2025. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0187,easy,risk,UI = \sqrt{1 / N * \sum_{t=1}^{N} (1 - P_t / max_{s \le t} P_s)^2},"date,close
2025-08-04,71.91999816894531
2025-08-05,72.30999755859375
2025-08-06,71.16999816894531
2025-08-07,71.05000305175781
2025-08-08,70.91000366210938
2025-08-11,72.45999908447266
2025-08-12,71.02999877929688
2025-08-13,72.33000183105469
2025-08-14,71.87000274658203
2025-08-15,71.76000213623047
2025-08-18,72.29000091552734
2025-08-19,72.4000015258789
2025-08-20,72.95999908447266
2025-08-21,72.9800033569336
2025-08-22,73.37000274658203
2025-08-25,73.5999984741211
2025-08-26,73.94000244140625
2025-08-27,75.02999877929688
2025-08-28,74.31999969482422
2025-08-29,74.19000244140625
2025-09-02,73.91999816894531
2025-09-03,72.38999938964844
2025-09-04,72.6500015258789
2025-09-05,72.30000305175781
2025-09-08,72.94999694824219
2025-09-09,72.5
2025-09-10,71.77999877929688
2025-09-11,72.98999786376953
2025-09-12,74.29000091552734
",
3170,US,technical,"What is the value of Martin Ratio for Ralph Lauren Corporation from December 22, 2021 to February 06, 2022? (Numerator and denominator both annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.5443,easy,risk-adjusted return,Martin = AnnRet / \sqrt{UI^2 * 252},"date,close
2021-12-22,111.5999984741211
2021-12-23,112.13999938964844
2021-12-27,116.93000030517578
2021-12-28,116.75
2021-12-29,117.45999908447266
2021-12-30,117.93000030517578
2021-12-31,118.86000061035156
2022-01-03,120.91999816894533
2022-01-04,124.16999816894533
2022-01-05,122.12999725341795
2022-01-06,120.0500030517578
2022-01-07,118.05999755859376
2022-01-10,115.52999877929688
2022-01-11,117.27999877929688
2022-01-12,115.0500030517578
2022-01-13,117.37000274658205
2022-01-14,114.83999633789062
2022-01-18,112.30999755859376
2022-01-19,113.08999633789062
2022-01-20,109.94000244140624
2022-01-21,108.5
2022-01-24,110.33000183105467
2022-01-25,108.13999938964844
2022-01-26,105.8000030517578
2022-01-27,107.19000244140624
2022-01-28,109.29000091552734
2022-01-31,110.83999633789062
2022-02-01,113.51000213623048
2022-02-02,113.66999816894533
2022-02-03,117.68000030517578
2022-02-04,118.62999725341795
",
3171,US,technical,"From August 01, 2021 to July 05, 2022, what is Generac's Martin Ratio? (Numerator and denominator both annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.0854,easy,risk-adjusted return,Martin = AnnRet / \sqrt{UI^2 * 252},"date,close
2021-08-02,400.0
2021-08-03,402.0899963378906
2021-08-04,400.239990234375
2021-08-05,403.7200012207031
2021-08-06,415.0400085449219
2021-08-09,417.8599853515625
2021-08-10,419.0899963378906
2021-08-11,417.2200012207031
2021-08-12,423.3200073242188
2021-08-13,414.1000061035156
2021-08-16,410.1900024414063
2021-08-17,389.989990234375
2021-08-18,390.0499877929688
2021-08-19,391.8500061035156
2021-08-20,400.3200073242188
2021-08-23,415.0299987792969
2021-08-24,418.8999938964844
2021-08-25,425.8699951171875
2021-08-26,427.4700012207031
2021-08-27,437.1099853515625
2021-08-30,442.7000122070313
2021-08-31,436.9800109863281
2021-09-01,438.7099914550781
2021-09-02,453.010009765625
2021-09-03,453.75
2021-09-07,445.5499877929688
2021-09-08,443.2099914550781
2021-09-09,455.239990234375
2021-09-10,451.30999755859375
2021-09-13,438.6900024414063
2021-09-14,433.5400085449219
2021-09-15,441.5400085449219
2021-09-16,440.7000122070313
2021-09-17,435.3599853515625
2021-09-20,421.1700134277344
2021-09-21,425.2200012207031
2021-09-22,442.2699890136719
2021-09-23,454.0199890136719
2021-09-24,444.6099853515625
2021-09-27,443.7999877929688
2021-09-28,425.3399963378906
2021-09-29,406.5299987792969
2021-09-30,408.6700134277344
2021-10-01,404.9500122070313
2021-10-04,402.0899963378906
2021-10-05,403.0
2021-10-06,405.1700134277344
2021-10-07,417.5799865722656
2021-10-08,406.7799987792969
2021-10-11,409.5700073242188
2021-10-12,421.4299926757813
2021-10-13,418.9100036621094
2021-10-14,433.75
2021-10-15,451.9400024414063
2021-10-18,470.0199890136719
2021-10-19,462.8399963378906
2021-10-20,458.2200012207031
2021-10-21,471.7099914550781
2021-10-22,470.3200073242188
2021-10-25,470.1199951171875
2021-10-26,472.7099914550781
2021-10-27,488.8800048828125
2021-10-28,503.5199890136719
2021-10-29,498.55999755859375
2021-11-01,505.7999877929688
2021-11-02,483.5799865722656
2021-11-03,453.3999938964844
2021-11-04,452.0299987792969
2021-11-05,442.8800048828125
2021-11-08,448.5499877929688
2021-11-09,439.7999877929688
2021-11-10,440.3900146484375
2021-11-11,450.0299987792969
2021-11-12,446.8699951171875
2021-11-15,434.1600036621094
2021-11-16,438.6799926757813
2021-11-17,426.6400146484375
2021-11-18,422.0899963378906
2021-11-19,434.25
2021-11-22,439.989990234375
2021-11-23,432.8299865722656
2021-11-24,437.1000061035156
2021-11-26,433.1499938964844
2021-11-29,424.5799865722656
2021-11-30,421.239990234375
2021-12-01,403.5700073242188
2021-12-02,406.4599914550781
2021-12-03,385.55999755859375
2021-12-06,366.6799926757813
2021-12-07,358.4200134277344
2021-12-08,367.9800109863281
2021-12-09,360.6400146484375
2021-12-10,348.239990234375
2021-12-13,345.4800109863281
2021-12-14,341.29998779296875
2021-12-15,355.57000732421875
2021-12-16,350.0400085449219
2021-12-17,357.42999267578125
2021-12-20,346.1199951171875
2021-12-21,348.20001220703125
2021-12-22,351.8099975585937
2021-12-23,351.2900085449219
2021-12-27,352.0799865722656
2021-12-28,348.17999267578125
2021-12-29,346.92999267578125
2021-12-30,352.9599914550781
2021-12-31,351.9200134277344
2022-01-03,347.9100036621094
2022-01-04,332.0799865722656
2022-01-05,312.0899963378906
2022-01-06,317.3900146484375
2022-01-07,316.54998779296875
2022-01-10,323.7300109863281
2022-01-11,323.2900085449219
2022-01-12,319.0
2022-01-13,310.3399963378906
2022-01-14,306.2799987792969
2022-01-18,294.8999938964844
2022-01-19,291.3599853515625
2022-01-20,284.1099853515625
2022-01-21,271.1600036621094
2022-01-24,286.19000244140625
2022-01-25,276.32000732421875
2022-01-26,265.19000244140625
2022-01-27,256.989990234375
2022-01-28,266.70001220703125
2022-01-31,282.3800048828125
2022-02-01,288.0199890136719
2022-02-02,282.32000732421875
2022-02-03,275.44000244140625
2022-02-04,279.92999267578125
2022-02-07,279.9700012207031
2022-02-08,284.42999267578125
2022-02-09,294.4800109863281
2022-02-10,288.75
2022-02-11,275.2799987792969
2022-02-14,270.45001220703125
2022-02-15,276.70001220703125
2022-02-16,316.44000244140625
2022-02-17,302.79998779296875
2022-02-18,294.760009765625
2022-02-22,282.4700012207031
2022-02-23,270.989990234375
2022-02-24,301.3500061035156
2022-02-25,316.5599975585937
2022-02-28,315.4700012207031
2022-03-01,321.239990234375
2022-03-02,316.4100036621094
2022-03-03,319.8800048828125
2022-03-04,317.489990234375
2022-03-07,312.3500061035156
2022-03-08,306.1199951171875
2022-03-09,311.20001220703125
2022-03-10,303.2099914550781
2022-03-11,281.6400146484375
2022-03-14,275.94000244140625
2022-03-15,286.9800109863281
2022-03-16,305.4599914550781
2022-03-17,309.8399963378906
2022-03-18,319.3299865722656
2022-03-21,312.0400085449219
2022-03-22,323.9100036621094
2022-03-23,317.489990234375
2022-03-24,323.4200134277344
2022-03-25,312.6099853515625
2022-03-28,312.3299865722656
2022-03-29,321.1400146484375
2022-03-30,311.0599975585937
2022-03-31,297.260009765625
2022-04-01,301.0
2022-04-04,315.42999267578125
2022-04-05,316.010009765625
2022-04-06,300.0799865722656
2022-04-07,296.9599914550781
2022-04-08,287.4100036621094
2022-04-11,277.3999938964844
2022-04-12,264.8999938964844
2022-04-13,268.0899963378906
2022-04-14,251.19000244140625
2022-04-18,249.2700042724609
2022-04-19,267.20001220703125
2022-04-20,259.7300109863281
2022-04-21,241.0
2022-04-22,237.97999572753903
2022-04-25,245.33999633789065
2022-04-26,229.9499969482422
2022-04-27,230.32000732421875
2022-04-28,233.32000732421875
2022-04-29,219.3800048828125
2022-05-02,226.69000244140625
2022-05-03,234.1699981689453
2022-05-04,261.7799987792969
2022-05-05,260.5199890136719
2022-05-06,241.69000244140625
2022-05-09,227.44000244140625
2022-05-10,223.3300018310547
2022-05-11,204.6199951171875
2022-05-12,214.02999877929688
2022-05-13,226.4900054931641
2022-05-16,219.83999633789065
2022-05-17,225.91000366210935
2022-05-18,209.80999755859372
2022-05-19,223.69000244140625
2022-05-20,220.83999633789065
2022-05-23,230.6699981689453
2022-05-24,215.6300048828125
2022-05-25,231.22000122070312
2022-05-26,241.2400054931641
2022-05-27,256.1700134277344
2022-05-31,247.0800018310547
2022-06-01,243.8600006103516
2022-06-02,268.95001220703125
2022-06-03,268.8800048828125
2022-06-06,284.3399963378906
2022-06-07,292.7799987792969
2022-06-08,290.17999267578125
2022-06-09,277.8699951171875
2022-06-10,261.5
2022-06-13,244.5200042724609
2022-06-14,240.1499938964844
2022-06-15,248.5399932861328
2022-06-16,223.9900054931641
2022-06-17,220.25
2022-06-21,219.97999572753903
2022-06-22,212.57000732421875
2022-06-23,221.91000366210935
2022-06-24,224.5500030517578
2022-06-27,223.57000732421875
2022-06-28,217.0200042724609
2022-06-29,214.6100006103516
2022-06-30,210.5800018310547
2022-07-01,217.50999450683597
2022-07-05,216.69000244140625
",
3172,US,technical,"What was Trane Technologies's Martin Ratio during the period January 03, 2024 to February 17, 2024? (Numerator and denominator both annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.3221,easy,risk-adjusted return,Martin = AnnRet / \sqrt{UI^2 * 252},"date,close
2024-01-03,235.9600067138672
2024-01-04,239.69000244140625
2024-01-05,240.55999755859372
2024-01-08,243.1300048828125
2024-01-09,244.4900054931641
2024-01-10,245.8800048828125
2024-01-11,245.9900054931641
2024-01-12,246.1499938964844
2024-01-16,245.5200042724609
2024-01-17,244.42999267578125
2024-01-18,247.3300018310547
2024-01-19,248.9199981689453
2024-01-22,252.6300048828125
2024-01-23,253.1499938964844
2024-01-24,251.1300048828125
2024-01-25,252.1199951171875
2024-01-26,251.50999450683597
2024-01-29,254.75999450683597
2024-01-30,257.75
2024-01-31,252.0500030517578
2024-02-01,270.739990234375
2024-02-02,276.7799987792969
2024-02-05,271.79998779296875
2024-02-06,270.2300109863281
2024-02-07,273.42999267578125
2024-02-08,269.94000244140625
2024-02-09,275.44000244140625
2024-02-12,272.0199890136719
2024-02-13,269.3699951171875
2024-02-14,272.8099975585937
2024-02-15,272.9599914550781
2024-02-16,272.1700134277344
",
3173,US,technical,"For Martin Ratio, what is PNC Financial Services's value from October 10, 2019 to February 22, 2020? (Numerator and denominator both annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.6933,easy,risk-adjusted return,Martin = AnnRet / \sqrt{UI^2 * 252},"date,close
2019-10-10,138.4199981689453
2019-10-11,140.39999389648438
2019-10-14,140.52000427246094
2019-10-15,141.8699951171875
2019-10-16,141.4600067138672
2019-10-17,142.66000366210938
2019-10-18,143.52000427246094
2019-10-21,145.52999877929688
2019-10-22,145.4600067138672
2019-10-23,146.3699951171875
2019-10-24,145.60000610351562
2019-10-25,146.6699981689453
2019-10-28,147.77000427246094
2019-10-29,148.2899932861328
2019-10-30,147.75
2019-10-31,146.6999969482422
2019-11-01,148.80999755859375
2019-11-04,150.00999450683594
2019-11-05,151.02999877929688
2019-11-06,151.7100067138672
2019-11-07,153.07000732421875
2019-11-08,152.1999969482422
2019-11-11,152.4600067138672
2019-11-12,152.3000030517578
2019-11-13,150.82000732421875
2019-11-14,149.02000427246094
2019-11-15,150.86000061035156
2019-11-18,151.7100067138672
2019-11-19,151.72000122070312
2019-11-20,151.77999877929688
2019-11-21,151.69000244140625
2019-11-22,152.85000610351562
2019-11-25,153.39999389648438
2019-11-26,152.88999938964844
2019-11-27,153.2899932861328
2019-11-29,153.2100067138672
2019-12-02,151.97999572753906
2019-12-03,149.74000549316406
2019-12-04,151.35000610351562
2019-12-05,152.1999969482422
2019-12-06,153.80999755859375
2019-12-09,153.6999969482422
2019-12-10,155.60000610351562
2019-12-11,155.0
2019-12-12,159.0
2019-12-13,158.63999938964844
2019-12-16,159.0
2019-12-17,160.36000061035156
2019-12-18,160.0500030517578
2019-12-19,159.52999877929688
2019-12-20,159.82000732421875
2019-12-23,159.52999877929688
2019-12-24,160.4199981689453
2019-12-26,161.14999389648438
2019-12-27,160.80999755859375
2019-12-30,160.02000427246094
2019-12-31,159.6300048828125
2020-01-02,160.3699951171875
2020-01-03,158.8300018310547
2020-01-06,158.50999450683594
2020-01-07,157.25999450683594
2020-01-08,158.88999938964844
2020-01-09,160.80999755859375
2020-01-10,158.57000732421875
2020-01-13,159.44000244140625
2020-01-14,159.8800048828125
2020-01-15,154.0800018310547
2020-01-16,152.6199951171875
2020-01-17,153.36000061035156
2020-01-21,151.64999389648438
2020-01-22,152.25999450683594
2020-01-23,152.7100067138672
2020-01-24,150.3800048828125
2020-01-27,148.52999877929688
2020-01-28,149.69000244140625
2020-01-29,148.58999633789062
2020-01-30,150.9600067138672
2020-01-31,148.5500030517578
2020-02-03,149.5399932861328
2020-02-04,150.66000366210938
2020-02-05,153.7899932861328
2020-02-06,152.85000610351562
2020-02-07,153.35000610351562
2020-02-10,153.86000061035156
2020-02-11,154.7899932861328
2020-02-12,155.2100067138672
2020-02-13,155.32000732421875
2020-02-14,154.1300048828125
2020-02-18,151.38999938964844
2020-02-19,153.35000610351562
2020-02-20,154.47999572753906
2020-02-21,153.8000030517578
",
3174,US,technical,"Calculate Phillips 66's Martin Ratio from March 09, 2025 to April 16, 2025. (Numerator and denominator both annualized; 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.3974,easy,risk-adjusted return,Martin = AnnRet / \sqrt{UI^2 * 252},"date,close
2025-03-10,126.12999725341795
2025-03-11,123.5500030517578
2025-03-12,123.9800033569336
2025-03-13,122.5
2025-03-14,126.7300033569336
2025-03-17,129.19000244140625
2025-03-18,128.41000366210938
2025-03-19,129.0
2025-03-20,128.82000732421875
2025-03-21,125.48999786376952
2025-03-24,126.47000122070312
2025-03-25,125.48999786376952
2025-03-26,126.56999969482422
2025-03-27,124.72000122070312
2025-03-28,121.76000213623048
2025-03-31,123.4800033569336
2025-04-01,124.3499984741211
2025-04-02,124.05999755859376
2025-04-03,107.18000030517578
2025-04-04,98.80999755859376
2025-04-07,96.58999633789062
2025-04-08,92.87000274658205
2025-04-09,103.12999725341795
2025-04-10,96.98999786376952
2025-04-11,97.37999725341795
2025-04-14,97.81999969482422
2025-04-15,96.20999908447266
2025-04-16,96.56999969482422
",
3175,US,technical,"What is the value of Beta for Kraft Heinz from February 19, 2022 to May 15, 2022? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.2203,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-02-18,38.459999084472656,4348.8701171875
2022-02-22,40.400001525878906,4304.759765625
2022-02-23,40.09999847412109,4225.5
2022-02-24,38.97999954223633,4288.7001953125
2022-02-25,39.72999954223633,4384.64990234375
2022-02-28,39.220001220703125,4373.93994140625
2022-03-01,38.68000030517578,4306.259765625
2022-03-02,39.06999969482422,4386.5400390625
2022-03-03,39.95000076293945,4363.490234375
2022-03-04,39.84000015258789,4328.8701171875
2022-03-07,40.150001525878906,4201.08984375
2022-03-08,38.65999984741211,4170.7001953125
2022-03-09,38.18000030517578,4277.8798828125
2022-03-10,37.540000915527344,4259.52001953125
2022-03-11,37.36000061035156,4204.31005859375
2022-03-14,37.68999862670898,4173.10986328125
2022-03-15,37.81999969482422,4262.4501953125
2022-03-16,37.68000030517578,4357.85986328125
2022-03-17,37.75,4411.669921875
2022-03-18,37.619998931884766,4463.1201171875
2022-03-21,37.619998931884766,4461.18017578125
2022-03-22,37.95000076293945,4511.60986328125
2022-03-23,38.27999877929688,4456.240234375
2022-03-24,38.630001068115234,4520.16015625
2022-03-25,39.290000915527344,4543.06005859375
2022-03-28,39.38999938964844,4575.52001953125
2022-03-29,39.369998931884766,4631.60009765625
2022-03-30,39.400001525878906,4602.4501953125
2022-03-31,39.38999938964844,4530.41015625
2022-04-01,39.93000030517578,4545.85986328125
2022-04-04,39.88999938964844,4582.64013671875
2022-04-05,39.59000015258789,4525.1201171875
2022-04-06,40.040000915527344,4481.14990234375
2022-04-07,40.310001373291016,4500.2099609375
2022-04-08,40.93999862670898,4488.27978515625
2022-04-11,41.25,4412.52978515625
2022-04-12,41.119998931884766,4397.4501953125
2022-04-13,42.0,4446.58984375
2022-04-14,42.290000915527344,4392.58984375
2022-04-18,42.15999984741211,4391.68994140625
2022-04-19,42.61000061035156,4462.2099609375
2022-04-20,43.34999847412109,4459.4501953125
2022-04-21,44.0,4393.66015625
2022-04-22,43.18000030517578,4271.77978515625
2022-04-25,43.040000915527344,4296.1201171875
2022-04-26,42.310001373291016,4175.2001953125
2022-04-27,42.880001068115234,4183.9599609375
2022-04-28,43.61000061035156,4287.5
2022-04-29,42.630001068115234,4131.93017578125
2022-05-02,41.97999954223633,4155.3798828125
2022-05-03,42.380001068115234,4175.47998046875
2022-05-04,43.31999969482422,4300.169921875
2022-05-05,43.13999938964844,4146.8701171875
2022-05-06,43.59000015258789,4123.33984375
2022-05-09,44.18999862670898,3991.239990234375
2022-05-10,43.459999084472656,4001.050048828125
2022-05-11,43.5,3935.179931640625
2022-05-12,43.04999923706055,3930.080078125
2022-05-13,44.290000915527344,4023.889892578125
",
3176,US,technical,"From December 13, 2020 to February 07, 2021, what is Baker Hughes's Beta? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.7806,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2020-12-11,22.670000076293945,3663.4599609375
2020-12-14,21.68000030517578,3647.489990234375
2020-12-15,22.01000022888184,3694.6201171875
2020-12-16,21.5,3701.169921875
2020-12-17,21.5,3722.47998046875
2020-12-18,21.170000076293945,3709.409912109375
2020-12-21,21.25,3694.919921875
2020-12-22,21.190000534057617,3687.260009765625
2020-12-23,21.1299991607666,3690.010009765625
2020-12-24,21.01000022888184,3703.06005859375
2020-12-28,20.8799991607666,3735.360107421875
2020-12-29,20.75,3727.0400390625
2020-12-30,21.209999084472656,3732.0400390625
2020-12-31,20.850000381469727,3756.070068359375
2021-01-04,21.020000457763672,3700.64990234375
2021-01-05,21.26000022888184,3726.860107421875
2021-01-06,22.15999984741211,3748.139892578125
2021-01-07,22.670000076293945,3803.7900390625
2021-01-08,22.46999931335449,3824.679931640625
2021-01-11,22.649999618530277,3799.610107421875
2021-01-12,23.040000915527344,3801.18994140625
2021-01-13,23.0,3809.840087890625
2021-01-14,23.709999084472656,3795.5400390625
2021-01-15,22.8700008392334,3768.25
2021-01-19,22.8700008392334,3798.909912109375
2021-01-20,22.88999938964844,3851.85009765625
2021-01-21,22.549999237060547,3853.070068359375
2021-01-22,22.170000076293945,3841.469970703125
2021-01-25,21.049999237060547,3855.360107421875
2021-01-26,20.61000061035156,3849.6201171875
2021-01-27,20.40999984741211,3750.77001953125
2021-01-28,20.600000381469727,3787.3798828125
2021-01-29,20.09000015258789,3714.239990234375
2021-02-01,20.309999465942383,3773.860107421875
2021-02-02,20.38999938964844,3826.31005859375
2021-02-03,21.399999618530277,3830.169921875
2021-02-04,22.36000061035156,3871.739990234375
2021-02-05,22.07999992370605,3886.830078125
",
3177,US,technical,"What was Williams-Sonoma's Beta during the period April 14, 2025 to June 25, 2025? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.6741,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2025-04-11,148.25,5363.35986328125
2025-04-14,145.25999450683594,5405.97021484375
2025-04-15,142.89999389648438,5396.6298828125
2025-04-16,137.6199951171875,5275.7001953125
2025-04-17,139.2100067138672,5282.7001953125
2025-04-21,137.8699951171875,5158.2001953125
2025-04-22,141.92999267578125,5287.759765625
2025-04-23,145.8800048828125,5375.85986328125
2025-04-24,151.39999389648438,5484.77001953125
2025-04-25,151.19000244140625,5525.2099609375
2025-04-28,152.5399932861328,5528.75
2025-04-29,153.39999389648438,5560.830078125
2025-04-30,154.47000122070312,5569.06005859375
2025-05-01,155.82000732421875,5604.14013671875
2025-05-02,160.55999755859375,5686.669921875
2025-05-05,158.38999938964844,5650.3798828125
2025-05-06,154.41000366210938,5606.91015625
2025-05-07,157.63999938964844,5631.27978515625
2025-05-08,160.88999938964844,5663.93994140625
2025-05-09,160.30999755859375,5659.91015625
2025-05-12,173.8000030517578,5844.18994140625
2025-05-13,174.44000244140625,5886.5498046875
2025-05-14,171.6199951171875,5892.580078125
2025-05-15,171.6699981689453,5916.93017578125
2025-05-16,173.83999633789062,5958.3798828125
2025-05-19,174.27999877929688,5963.60009765625
2025-05-20,172.52000427246094,5940.4599609375
2025-05-21,167.9199981689453,5844.60986328125
2025-05-22,160.38999938964844,5842.009765625
2025-05-23,157.85000610351562,5802.81982421875
2025-05-27,166.8300018310547,5921.5400390625
2025-05-28,164.50999450683594,5888.5498046875
2025-05-29,164.50999450683594,5912.169921875
2025-05-30,161.75999450683594,5911.68994140625
2025-06-02,158.22000122070312,5935.93994140625
2025-06-03,161.5399932861328,5970.3701171875
2025-06-04,159.97000122070312,5970.81005859375
2025-06-05,157.97999572753906,5939.2998046875
2025-06-06,157.8000030517578,6000.35986328125
2025-06-09,156.74000549316406,6005.8798828125
2025-06-10,158.10000610351562,6038.81005859375
2025-06-11,155.5800018310547,6022.240234375
2025-06-12,154.80999755859375,6045.259765625
2025-06-13,153.9600067138672,5976.97021484375
2025-06-16,158.14999389648438,6033.10986328125
2025-06-17,156.92999267578125,5982.72021484375
2025-06-18,160.44000244140625,5980.8701171875
2025-06-20,158.83999633789062,5967.83984375
2025-06-23,157.88999938964844,6025.169921875
2025-06-24,157.8800048828125,6092.18017578125
2025-06-25,158.89999389648438,6092.16015625
",
3178,US,technical,"For Beta, what is Diamondback Energy's value from December 14, 2021 to September 13, 2022? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.748,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2021-12-13,106.61000061035156,4668.97021484375
2021-12-14,104.06999969482422,4634.08984375
2021-12-15,103.75,4709.85009765625
2021-12-16,105.3000030517578,4668.669921875
2021-12-17,102.43000030517578,4620.64013671875
2021-12-20,99.12000274658205,4568.02001953125
2021-12-21,104.9000015258789,4649.22998046875
2021-12-22,105.69000244140624,4696.56005859375
2021-12-23,105.94000244140624,4725.7900390625
2021-12-27,111.13999938964844,4791.18994140625
2021-12-28,110.16000366210938,4786.35009765625
2021-12-29,108.70999908447266,4793.06005859375
2021-12-30,107.30999755859376,4778.72998046875
2021-12-31,107.8499984741211,4766.18017578125
2022-01-03,111.83999633789062,4796.56005859375
2022-01-04,119.1999969482422,4793.5400390625
2022-01-05,118.11000061035156,4700.580078125
2022-01-06,123.6500015258789,4696.0498046875
2022-01-07,121.5199966430664,4677.02978515625
2022-01-10,121.3499984741211,4670.2900390625
2022-01-11,124.36000061035156,4713.06982421875
2022-01-12,124.56999969482422,4726.35009765625
2022-01-13,124.08000183105467,4659.02978515625
2022-01-14,129.2100067138672,4662.85009765625
2022-01-18,125.94000244140624,4577.10986328125
2022-01-19,125.70999908447266,4532.759765625
2022-01-20,121.91000366210938,4482.72998046875
2022-01-21,117.98999786376952,4397.93994140625
2022-01-24,119.41999816894533,4410.1298828125
2022-01-25,126.9800033569336,4356.4501953125
2022-01-26,127.4000015258789,4349.93017578125
2022-01-27,128.63999938964844,4326.509765625
2022-01-28,128.72000122070312,4431.85009765625
2022-01-31,126.16000366210938,4515.5498046875
2022-02-01,130.2100067138672,4546.5400390625
2022-02-02,130.97000122070312,4589.3798828125
2022-02-03,129.38999938964844,4477.43994140625
2022-02-04,132.05999755859375,4500.52978515625
2022-02-07,130.17999267578125,4483.8701171875
2022-02-08,124.37000274658205,4521.5400390625
2022-02-09,128.8800048828125,4587.18017578125
2022-02-10,130.4199981689453,4504.080078125
2022-02-11,135.57000732421875,4418.64013671875
2022-02-14,130.47000122070312,4401.669921875
2022-02-15,127.87999725341795,4471.06982421875
2022-02-16,129.82000732421875,4475.009765625
2022-02-17,129.69000244140625,4380.259765625
2022-02-18,131.47000122070312,4348.8701171875
2022-02-22,128.02999877929688,4304.759765625
2022-02-23,129.55999755859375,4225.5
2022-02-24,127.88999938964844,4288.7001953125
2022-02-25,133.27000427246094,4384.64990234375
2022-02-28,138.10000610351562,4373.93994140625
2022-03-01,136.8300018310547,4306.259765625
2022-03-02,136.6699981689453,4386.5400390625
2022-03-03,134.1199951171875,4363.490234375
2022-03-04,137.8000030517578,4328.8701171875
2022-03-07,134.44000244140625,4201.08984375
2022-03-08,134.44000244140625,4170.7001953125
2022-03-09,130.0500030517578,4277.8798828125
2022-03-10,134.07000732421875,4259.52001953125
2022-03-11,129.6699981689453,4204.31005859375
2022-03-14,126.19000244140624,4173.10986328125
2022-03-15,124.55999755859376,4262.4501953125
2022-03-16,125.62999725341795,4357.85986328125
2022-03-17,133.8800048828125,4411.669921875
2022-03-18,131.4499969482422,4463.1201171875
2022-03-21,139.8800048828125,4461.18017578125
2022-03-22,137.35000610351562,4511.60986328125
2022-03-23,142.63999938964844,4456.240234375
2022-03-24,143.19000244140625,4520.16015625
2022-03-25,146.50999450683594,4543.06005859375
2022-03-28,140.6999969482422,4575.52001953125
2022-03-29,138.72999572753906,4631.60009765625
2022-03-30,139.14999389648438,4602.4501953125
2022-03-31,137.0800018310547,4530.41015625
2022-04-01,138.44000244140625,4545.85986328125
2022-04-04,139.58999633789062,4582.64013671875
2022-04-05,135.47999572753906,4525.1201171875
2022-04-06,135.05999755859375,4481.14990234375
2022-04-07,136.9499969482422,4500.2099609375
2022-04-08,141.99000549316406,4488.27978515625
2022-04-11,135.11000061035156,4412.52978515625
2022-04-12,139.17999267578125,4397.4501953125
2022-04-13,140.33999633789062,4446.58984375
2022-04-14,138.44000244140625,4392.58984375
2022-04-18,140.0,4391.68994140625
2022-04-19,137.9199981689453,4462.2099609375
2022-04-20,141.89999389648438,4459.4501953125
2022-04-21,137.35000610351562,4393.66015625
2022-04-22,130.10000610351562,4271.77978515625
2022-04-25,125.81999969482422,4296.1201171875
2022-04-26,125.38999938964844,4175.2001953125
2022-04-27,126.63999938964844,4183.9599609375
2022-04-28,129.47000122070312,4287.5
2022-04-29,126.2300033569336,4131.93017578125
2022-05-02,127.5,4155.3798828125
2022-05-03,136.11000061035156,4175.47998046875
2022-05-04,142.49000549316406,4300.169921875
2022-05-05,138.58999633789062,4146.8701171875
2022-05-06,142.92999267578125,4123.33984375
2022-05-09,129.49000549316406,3991.239990234375
2022-05-10,129.83999633789062,4001.050048828125
2022-05-11,125.2699966430664,3935.179931640625
2022-05-12,127.04000091552734,3930.080078125
2022-05-13,133.42999267578125,4023.889892578125
2022-05-16,131.3000030517578,4008.010009765625
2022-05-17,131.4499969482422,4088.85009765625
2022-05-18,128.36000061035156,3923.679931640625
2022-05-19,129.82000732421875,3900.7900390625
2022-05-20,130.27999877929688,3901.360107421875
2022-05-23,136.11000061035156,3973.75
2022-05-24,135.77999877929688,3941.47998046875
2022-05-25,141.75,3978.72998046875
2022-05-26,146.42999267578125,4057.840087890625
2022-05-27,152.66000366210938,4158.240234375
2022-05-31,152.02000427246094,4132.14990234375
2022-06-01,152.88999938964844,4101.22998046875
2022-06-02,153.89999389648438,4176.81982421875
2022-06-03,154.66000366210938,4108.5400390625
2022-06-06,155.80999755859375,4121.43017578125
2022-06-07,160.39999389648438,4160.68017578125
2022-06-08,160.30999755859375,4115.77001953125
2022-06-09,157.8300018310547,4017.820068359375
2022-06-10,155.49000549316406,3900.860107421875
2022-06-13,147.8000030517578,3749.6298828125
2022-06-14,149.6300048828125,3735.47998046875
2022-06-15,146.75999450683594,3789.989990234375
2022-06-16,133.67999267578125,3666.77001953125
2022-06-17,122.29000091552734,3674.840087890625
2022-06-21,132.27999877929688,3764.7900390625
2022-06-22,126.0999984741211,3759.889892578125
2022-06-23,119.23999786376952,3795.72998046875
2022-06-24,119.6999969482422,3911.739990234375
2022-06-27,124.38999938964844,3900.110107421875
2022-06-28,129.8000030517578,3821.550048828125
2022-06-29,122.30999755859376,3818.830078125
2022-06-30,121.1500015258789,3785.3798828125
2022-07-01,121.20999908447266,3825.330078125
2022-07-05,114.13999938964844,3831.389892578125
2022-07-06,110.27999877929688,3845.080078125
2022-07-07,116.3000030517578,3902.6201171875
2022-07-08,116.33000183105467,3899.3798828125
2022-07-11,114.38999938964844,3854.429931640625
2022-07-12,110.41000366210938,3818.800048828125
2022-07-13,110.58999633789062,3801.780029296875
2022-07-14,106.70999908447266,3790.3798828125
2022-07-15,109.13999938964844,3863.159912109375
2022-07-18,112.5199966430664,3830.85009765625
2022-07-19,116.54000091552734,3936.68994140625
2022-07-20,118.7699966430664,3959.89990234375
2022-07-21,115.97000122070312,3998.949951171875
2022-07-22,113.43000030517578,3961.6298828125
2022-07-25,119.98999786376952,3966.840087890625
2022-07-26,118.27999877929688,3921.050048828125
2022-07-27,123.29000091552734,4023.610107421875
2022-07-28,123.61000061035156,4072.429931640625
2022-07-29,128.02000427246094,4130.2900390625
2022-08-01,125.91999816894533,4118.6298828125
2022-08-02,127.54000091552734,4091.18994140625
2022-08-03,121.37999725341795,4155.169921875
2022-08-04,116.4499969482422,4151.93994140625
2022-08-05,121.37000274658205,4145.18994140625
2022-08-08,123.13999938964844,4140.06005859375
2022-08-09,124.54000091552734,4122.47021484375
2022-08-10,126.04000091552734,4210.240234375
2022-08-11,132.77999877929688,4207.27001953125
2022-08-12,133.1300048828125,4280.14990234375
2022-08-15,127.93000030517578,4297.14013671875
2022-08-16,125.58999633789062,4305.2001953125
2022-08-17,125.7699966430664,4274.0400390625
2022-08-18,130.07000732421875,4283.740234375
2022-08-19,130.38999938964844,4228.47998046875
2022-08-22,131.17999267578125,4137.990234375
2022-08-23,135.1199951171875,4128.72998046875
2022-08-24,136.64999389648438,4140.77001953125
2022-08-25,136.27999877929688,4199.1201171875
2022-08-26,133.92999267578125,4057.659912109375
2022-08-29,139.25999450683594,4030.610107421875
2022-08-30,134.07000732421875,3986.159912109375
2022-08-31,133.27999877929688,3955.0
2022-09-01,130.3000030517578,3966.85009765625
2022-09-02,133.8699951171875,3924.260009765625
2022-09-06,134.00999450683594,3908.18994140625
2022-09-07,131.57000732421875,3979.8701171875
2022-09-08,132.19000244140625,4006.179931640625
2022-09-09,135.02000427246094,4067.360107421875
2022-09-12,137.3699951171875,4110.41015625
2022-09-13,134.7100067138672,3932.68994140625
",
3179,US,technical,"Calculate Phillips 66's Beta from April 04, 2025 to August 28, 2025. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.2573,easy,risk,"\beta = cov(r, r_m) / var(r_m)","date,close,market_close
2025-04-03,107.18000030517578,5396.52001953125
2025-04-04,98.80999755859376,5074.080078125
2025-04-07,96.58999633789062,5062.25
2025-04-08,92.87000274658205,4982.77001953125
2025-04-09,103.12999725341795,5456.89990234375
2025-04-10,96.98999786376952,5268.0498046875
2025-04-11,97.37999725341795,5363.35986328125
2025-04-14,97.81999969482422,5405.97021484375
2025-04-15,96.20999908447266,5396.6298828125
2025-04-16,96.56999969482422,5275.7001953125
2025-04-17,99.0999984741211,5282.7001953125
2025-04-21,97.01000213623048,5158.2001953125
2025-04-22,100.9000015258789,5287.759765625
2025-04-23,102.77999877929688,5375.85986328125
2025-04-24,104.69000244140624,5484.77001953125
2025-04-25,103.97000122070312,5525.2099609375
2025-04-28,105.77999877929688,5528.75
2025-04-29,106.0,5560.830078125
2025-04-30,104.05999755859376,5569.06005859375
2025-05-01,103.45999908447266,5604.14013671875
2025-05-02,107.1500015258789,5686.669921875
2025-05-05,106.9000015258789,5650.3798828125
2025-05-06,105.38999938964844,5606.91015625
2025-05-07,105.5500030517578,5631.27978515625
2025-05-08,109.19000244140624,5663.93994140625
2025-05-09,110.91999816894533,5659.91015625
2025-05-12,118.68000030517578,5844.18994140625
2025-05-13,125.56999969482422,5886.5498046875
2025-05-14,124.6999969482422,5892.580078125
2025-05-15,124.7699966430664,5916.93017578125
2025-05-16,125.7300033569336,5958.3798828125
2025-05-19,122.18000030517578,5963.60009765625
2025-05-20,120.9000015258789,5940.4599609375
2025-05-21,111.77999877929688,5844.60986328125
2025-05-22,112.9800033569336,5842.009765625
2025-05-23,113.12999725341795,5802.81982421875
2025-05-27,114.33000183105467,5921.5400390625
2025-05-28,112.7699966430664,5888.5498046875
2025-05-29,114.68000030517578,5912.169921875
2025-05-30,113.4800033569336,5911.68994140625
2025-06-02,114.27999877929688,5935.93994140625
2025-06-03,115.97000122070312,5970.3701171875
2025-06-04,112.4800033569336,5970.81005859375
2025-06-05,112.2300033569336,5939.2998046875
2025-06-06,114.29000091552734,6000.35986328125
2025-06-09,116.0999984741211,6005.8798828125
2025-06-10,118.6999969482422,6038.81005859375
2025-06-11,120.9499969482422,6022.240234375
2025-06-12,121.5199966430664,6045.259765625
2025-06-13,122.1500015258789,5976.97021484375
2025-06-16,123.62000274658205,6033.10986328125
2025-06-17,124.54000091552734,5982.72021484375
2025-06-18,124.81999969482422,5980.8701171875
2025-06-20,124.77999877929688,5967.83984375
2025-06-23,121.02999877929688,6025.169921875
2025-06-24,119.45999908447266,6092.18017578125
2025-06-25,119.62999725341795,6092.16015625
2025-06-26,120.16999816894533,6141.02001953125
2025-06-27,119.25,6173.06982421875
2025-06-30,119.3000030517578,6204.9501953125
2025-07-01,123.1500015258789,6198.009765625
2025-07-02,126.45999908447266,6227.419921875
2025-07-03,127.29000091552734,6279.35009765625
2025-07-07,126.4000015258789,6229.97998046875
2025-07-08,130.0,6225.52001953125
2025-07-09,130.50999450683594,6263.259765625
2025-07-10,134.38999938964844,6280.4599609375
2025-07-11,131.7100067138672,6259.75
2025-07-14,129.00999450683594,6268.56005859375
2025-07-15,128.27000427246094,6243.759765625
2025-07-16,123.66999816894533,6263.7001953125
2025-07-17,125.18000030517578,6297.35986328125
2025-07-18,125.9000015258789,6296.7900390625
2025-07-21,126.0500030517578,6305.60009765625
2025-07-22,126.16000366210938,6309.6201171875
2025-07-23,127.8499984741211,6358.91015625
2025-07-24,124.31999969482422,6363.35009765625
2025-07-25,124.97000122070312,6388.64013671875
2025-07-28,127.69000244140624,6389.77001953125
2025-07-29,128.41000366210938,6370.85986328125
2025-07-30,124.4000015258789,6362.89990234375
2025-07-31,123.58000183105467,6339.39013671875
2025-08-01,119.5999984741211,6238.009765625
2025-08-04,121.45999908447266,6329.93994140625
2025-08-05,122.06999969482422,6299.18994140625
2025-08-06,119.83999633789062,6345.06005859375
2025-08-07,119.3000030517578,6340.0
2025-08-08,119.12999725341795,6389.4501953125
2025-08-11,118.37000274658205,6373.4501953125
2025-08-12,120.04000091552734,6445.759765625
2025-08-13,122.58000183105467,6466.580078125
2025-08-14,122.7300033569336,6468.5400390625
2025-08-15,123.61000061035156,6449.7998046875
2025-08-18,122.83999633789062,6449.14990234375
2025-08-19,122.16999816894533,6411.3701171875
2025-08-20,123.56999969482422,6395.77978515625
2025-08-21,124.4499969482422,6370.169921875
2025-08-22,129.94000244140625,6466.91015625
2025-08-25,129.52000427246094,6439.31982421875
2025-08-26,129.88999938964844,6465.93994140625
2025-08-27,132.6199951171875,6481.39990234375
2025-08-28,132.8300018310547,6501.85986328125
",
3180,US,technical,"What is the value of Jensen's Alpha for Northrop Grumman from October 28, 2022 to April 13, 2023? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.2693,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-10-27,535.510009765625,3807.300048828125
2022-10-28,548.1099853515625,3901.06005859375
2022-10-31,549.010009765625,3871.97998046875
2022-11-01,535.8800048828125,3856.10009765625
2022-11-02,530.2999877929688,3759.68994140625
2022-11-03,525.510009765625,3719.889892578125
2022-11-04,522.77001953125,3770.550048828125
2022-11-07,534.77001953125,3806.800048828125
2022-11-08,540.9299926757812,3828.110107421875
2022-11-09,533.1400146484375,3748.570068359375
2022-11-10,531.5900268554688,3956.3701171875
2022-11-11,492.7000122070313,3992.929931640625
2022-11-14,481.739990234375,3957.25
2022-11-15,500.7200012207031,3991.72998046875
2022-11-16,505.1300048828125,3958.7900390625
2022-11-17,518.8499755859375,3946.56005859375
2022-11-18,520.4199829101562,3965.340087890625
2022-11-21,527.8699951171875,3949.93994140625
2022-11-22,524.6500244140625,4003.580078125
2022-11-23,522.3400268554688,4027.260009765625
2022-11-25,527.8300170898438,4026.1201171875
2022-11-28,524.8800048828125,3963.93994140625
2022-11-29,528.3499755859375,3957.6298828125
2022-11-30,533.2899780273438,4080.110107421875
2022-12-01,530.2999877929688,4076.570068359375
2022-12-02,545.5999755859375,4071.699951171875
2022-12-05,541.4299926757812,3998.840087890625
2022-12-06,531.8099975585938,3941.260009765625
2022-12-07,540.2100219726562,3933.919921875
2022-12-08,540.5499877929688,3963.510009765625
2022-12-09,528.9400024414062,3934.3798828125
2022-12-12,535.1799926757812,3990.56005859375
2022-12-13,525.5900268554688,4019.64990234375
2022-12-14,531.780029296875,3995.320068359375
2022-12-15,528.489990234375,3895.75
2022-12-16,529.8699951171875,3852.360107421875
2022-12-19,532.52001953125,3817.659912109375
2022-12-20,529.5700073242188,3821.6201171875
2022-12-21,538.7899780273438,3878.43994140625
2022-12-22,531.3699951171875,3822.389892578125
2022-12-23,534.77001953125,3844.820068359375
2022-12-27,541.1900024414062,3829.25
2022-12-28,540.4099731445312,3783.219970703125
2022-12-29,542.0,3849.280029296875
2022-12-30,545.6099853515625,3839.5
2023-01-03,540.3300170898438,3824.139892578125
2023-01-04,526.4500122070312,3852.969970703125
2023-01-05,528.52001953125,3808.10009765625
2023-01-06,521.4199829101562,3895.080078125
2023-01-09,495.4100036621094,3892.090087890625
2023-01-10,495.7900085449219,3919.25
2023-01-11,492.9299926757813,3969.610107421875
2023-01-12,487.9800109863281,3983.169921875
2023-01-13,461.4299926757813,3999.090087890625
2023-01-17,455.5700073242188,3990.969970703125
2023-01-18,446.05999755859375,3928.860107421875
2023-01-19,442.30999755859375,3898.85009765625
2023-01-20,450.760009765625,3972.610107421875
2023-01-23,450.8699951171875,4019.81005859375
2023-01-24,459.30999755859375,4016.949951171875
2023-01-25,463.2900085449219,4016.219970703125
2023-01-26,443.4700012207031,4060.429931640625
2023-01-27,437.6499938964844,4070.56005859375
2023-01-30,439.2799987792969,4017.77001953125
2023-01-31,448.0400085449219,4076.60009765625
2023-02-01,442.5899963378906,4119.2099609375
2023-02-02,440.8599853515625,4179.759765625
2023-02-03,440.6400146484375,4136.47998046875
2023-02-06,448.9599914550781,4111.080078125
2023-02-07,452.1499938964844,4164.0
2023-02-08,456.05999755859375,4117.85986328125
2023-02-09,453.8500061035156,4081.5
2023-02-10,463.8599853515625,4090.4599609375
2023-02-13,464.2799987792969,4137.2900390625
2023-02-14,467.510009765625,4136.1298828125
2023-02-15,460.9400024414063,4147.60009765625
2023-02-16,465.3500061035156,4090.409912109375
2023-02-17,470.6300048828125,4079.090087890625
2023-02-21,473.9500122070313,3997.340087890625
2023-02-22,478.7300109863281,3991.050048828125
2023-02-23,476.260009765625,4012.320068359375
2023-02-24,470.9100036621094,3970.0400390625
2023-02-27,470.0700073242188,3982.239990234375
2023-02-28,464.1099853515625,3970.14990234375
2023-03-01,462.5499877929688,3951.389892578125
2023-03-02,468.2699890136719,3981.35009765625
2023-03-03,467.3800048828125,4045.639892578125
2023-03-06,470.2200012207031,4048.419921875
2023-03-07,472.2000122070313,3986.3701171875
2023-03-08,465.25,3992.010009765625
2023-03-09,459.0400085449219,3918.320068359375
2023-03-10,459.7799987792969,3861.590087890625
2023-03-13,457.739990234375,3855.760009765625
2023-03-14,453.6600036621094,3919.2900390625
2023-03-15,448.8999938964844,3891.929931640625
2023-03-16,450.1499938964844,3960.280029296875
2023-03-17,443.6000061035156,3916.639892578125
2023-03-20,449.260009765625,3951.570068359375
2023-03-21,449.9800109863281,4002.8701171875
2023-03-22,443.6000061035156,3936.969970703125
2023-03-23,444.4400024414063,3948.719970703125
2023-03-24,455.25,3970.989990234375
2023-03-27,458.25,3977.530029296875
2023-03-28,459.0,3971.27001953125
2023-03-29,461.5700073242188,4027.81005859375
2023-03-30,460.9800109863281,4050.830078125
2023-03-31,461.7200012207031,4109.31005859375
2023-04-03,469.1900024414063,4124.509765625
2023-04-04,468.1000061035156,4100.60009765625
2023-04-05,470.9100036621094,4090.3798828125
2023-04-06,470.3900146484375,4105.02001953125
2023-04-10,476.5400085449219,4109.10986328125
2023-04-11,468.2699890136719,4108.93994140625
2023-04-12,472.7699890136719,4091.949951171875
2023-04-13,474.1600036621094,4146.22021484375
",
3181,US,technical,"From January 30, 2025 to February 20, 2025, what is Intuit's Jensen's Alpha? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.6166,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2025-01-29,592.989990234375,6039.31005859375
2025-01-30,604.5999755859375,6071.169921875
2025-01-31,601.510009765625,6040.52978515625
2025-02-03,600.760009765625,5994.56982421875
2025-02-04,591.719970703125,6037.8798828125
2025-02-05,588.260009765625,6061.47998046875
2025-02-06,590.2000122070312,6083.56982421875
2025-02-07,578.8499755859375,6025.990234375
2025-02-10,586.8400268554688,6066.43994140625
2025-02-11,585.8800048828125,6068.5
2025-02-12,576.5399780273438,6051.97021484375
2025-02-13,583.9000244140625,6115.06982421875
2025-02-14,587.3800048828125,6114.6298828125
2025-02-18,579.9400024414062,6129.580078125
2025-02-19,582.1900024414062,6144.14990234375
2025-02-20,579.0800170898438,6117.52001953125
",
3182,US,technical,"What was Cintas's Jensen's Alpha during the period November 22, 2019 to February 05, 2020? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.3983,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2019-11-21,63.407501220703125,3103.5400390625
2019-11-22,63.522499084472656,3110.2900390625
2019-11-25,62.71749877929688,3133.639892578125
2019-11-26,64.01249694824219,3140.52001953125
2019-11-27,65.08000183105469,3153.6298828125
2019-11-29,64.26499938964844,3140.97998046875
2019-12-02,63.97249984741211,3113.8701171875
2019-12-03,63.845001220703125,3093.199951171875
2019-12-04,63.73749923706055,3112.760009765625
2019-12-05,63.67499923706055,3117.429931640625
2019-12-06,64.05500030517578,3145.909912109375
2019-12-09,63.45249938964844,3135.9599609375
2019-12-10,63.97499847412109,3132.52001953125
2019-12-11,64.51249694824219,3141.6298828125
2019-12-12,64.8125,3168.570068359375
2019-12-13,65.45249938964844,3168.800048828125
2019-12-16,65.18250274658203,3191.449951171875
2019-12-17,65.19000244140625,3192.52001953125
2019-12-18,66.47000122070312,3191.139892578125
2019-12-19,67.00250244140625,3205.3701171875
2019-12-20,67.875,3221.219970703125
2019-12-23,67.71499633789062,3224.010009765625
2019-12-24,67.20249938964844,3223.3798828125
2019-12-26,67.03250122070312,3239.909912109375
2019-12-27,67.25250244140625,3240.02001953125
2019-12-30,67.08999633789062,3221.2900390625
2019-12-31,67.2699966430664,3230.780029296875
2020-01-02,67.69750213623047,3257.85009765625
2020-01-03,67.39250183105469,3234.85009765625
2020-01-06,67.56749725341797,3246.280029296875
2020-01-07,67.51750183105469,3237.179931640625
2020-01-08,68.81999969482422,3253.050048828125
2020-01-09,69.8375015258789,3274.699951171875
2020-01-10,69.70999908447266,3265.35009765625
2020-01-13,70.7125015258789,3288.1298828125
2020-01-14,70.37999725341797,3283.14990234375
2020-01-15,71.16000366210938,3289.2900390625
2020-01-16,71.62750244140625,3316.81005859375
2020-01-17,71.05750274658203,3329.6201171875
2020-01-21,70.51000213623047,3320.7900390625
2020-01-22,70.58499908447266,3321.75
2020-01-23,71.50499725341797,3325.5400390625
2020-01-24,70.86000061035156,3295.469970703125
2020-01-27,69.65499877929688,3243.6298828125
2020-01-28,69.48999786376953,3276.239990234375
2020-01-29,70.0625,3273.39990234375
2020-01-30,70.80000305175781,3283.659912109375
2020-01-31,69.74250030517578,3225.52001953125
2020-02-03,70.50250244140625,3248.919921875
2020-02-04,71.48999786376953,3297.590087890625
2020-02-05,72.83499908447266,3334.68994140625
",
3183,US,technical,"For Jensen's Alpha, what is CVS Health's value from March 02, 2022 to February 06, 2023? (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.1468,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2022-03-01,102.0500030517578,4306.259765625
2022-03-02,104.43000030517578,4386.5400390625
2022-03-03,104.54000091552734,4363.490234375
2022-03-04,105.19000244140624,4328.8701171875
2022-03-07,104.55999755859376,4201.08984375
2022-03-08,102.36000061035156,4170.7001953125
2022-03-09,103.5999984741211,4277.8798828125
2022-03-10,104.08000183105467,4259.52001953125
2022-03-11,103.47000122070312,4204.31005859375
2022-03-14,104.48999786376952,4173.10986328125
2022-03-15,106.9800033569336,4262.4501953125
2022-03-16,107.11000061035156,4357.85986328125
2022-03-17,108.55999755859376,4411.669921875
2022-03-18,107.3000030517578,4463.1201171875
2022-03-21,107.38999938964844,4461.18017578125
2022-03-22,107.2300033569336,4511.60986328125
2022-03-23,106.1999969482422,4456.240234375
2022-03-24,108.0500030517578,4520.16015625
2022-03-25,108.55999755859376,4543.06005859375
2022-03-28,108.04000091552734,4575.52001953125
2022-03-29,104.68000030517578,4631.60009765625
2022-03-30,103.5500030517578,4602.4501953125
2022-03-31,101.20999908447266,4530.41015625
2022-04-01,101.08999633789062,4545.85986328125
2022-04-04,100.0,4582.64013671875
2022-04-05,99.45999908447266,4525.1201171875
2022-04-06,102.05999755859376,4481.14990234375
2022-04-07,103.61000061035156,4500.2099609375
2022-04-08,106.61000061035156,4488.27978515625
2022-04-11,104.4499969482422,4412.52978515625
2022-04-12,104.63999938964844,4397.4501953125
2022-04-13,104.9800033569336,4446.58984375
2022-04-14,103.68000030517578,4392.58984375
2022-04-18,103.41999816894533,4391.68994140625
2022-04-19,103.86000061035156,4462.2099609375
2022-04-20,106.63999938964844,4459.4501953125
2022-04-21,105.18000030517578,4393.66015625
2022-04-22,101.68000030517578,4271.77978515625
2022-04-25,101.7699966430664,4296.1201171875
2022-04-26,101.43000030517578,4175.2001953125
2022-04-27,100.8499984741211,4183.9599609375
2022-04-28,100.8499984741211,4287.5
2022-04-29,96.12999725341795,4131.93017578125
2022-05-02,96.5,4155.3798828125
2022-05-03,95.9800033569336,4175.47998046875
2022-05-04,100.56999969482422,4300.169921875
2022-05-05,97.7300033569336,4146.8701171875
2022-05-06,100.69000244140624,4123.33984375
2022-05-09,98.86000061035156,3991.239990234375
2022-05-10,98.16000366210938,4001.050048828125
2022-05-11,97.98999786376952,3935.179931640625
2022-05-12,98.25,3930.080078125
2022-05-13,97.4800033569336,4023.889892578125
2022-05-16,98.5500030517578,4008.010009765625
2022-05-17,99.37999725341795,4088.85009765625
2022-05-18,94.0199966430664,3923.679931640625
2022-05-19,93.13999938964844,3900.7900390625
2022-05-20,94.93000030517578,3901.360107421875
2022-05-23,95.56999969482422,3973.75
2022-05-24,96.4499969482422,3941.47998046875
2022-05-25,97.1500015258789,3978.72998046875
2022-05-26,97.8000030517578,4057.840087890625
2022-05-27,98.0500030517578,4158.240234375
2022-05-31,96.75,4132.14990234375
2022-06-01,96.54000091552734,4101.22998046875
2022-06-02,97.2300033569336,4176.81982421875
2022-06-03,94.9000015258789,4108.5400390625
2022-06-06,95.72000122070312,4121.43017578125
2022-06-07,95.91999816894533,4160.68017578125
2022-06-08,93.87999725341795,4115.77001953125
2022-06-09,92.73999786376952,4017.820068359375
2022-06-10,93.16999816894533,3900.860107421875
2022-06-13,90.88999938964844,3749.6298828125
2022-06-14,90.63999938964844,3735.47998046875
2022-06-15,91.4499969482422,3789.989990234375
2022-06-16,89.8499984741211,3666.77001953125
2022-06-17,88.66000366210938,3674.840087890625
2022-06-21,91.08000183105467,3764.7900390625
2022-06-22,91.29000091552734,3759.889892578125
2022-06-23,92.37000274658205,3795.72998046875
2022-06-24,94.5199966430664,3911.739990234375
2022-06-27,94.54000091552734,3900.110107421875
2022-06-28,93.1999969482422,3821.550048828125
2022-06-29,93.3499984741211,3818.830078125
2022-06-30,92.66000366210938,3785.3798828125
2022-07-01,93.94000244140624,3825.330078125
2022-07-05,92.52999877929688,3831.389892578125
2022-07-06,93.19000244140624,3845.080078125
2022-07-07,93.7300033569336,3902.6201171875
2022-07-08,94.18000030517578,3899.3798828125
2022-07-11,94.70999908447266,3854.429931640625
2022-07-12,94.9800033569336,3818.800048828125
2022-07-13,93.4499969482422,3801.780029296875
2022-07-14,92.83000183105467,3790.3798828125
2022-07-15,95.37000274658205,3863.159912109375
2022-07-18,94.29000091552734,3830.85009765625
2022-07-19,96.79000091552734,3936.68994140625
2022-07-20,95.1500015258789,3959.89990234375
2022-07-21,93.19000244140624,3998.949951171875
2022-07-22,94.05999755859376,3961.6298828125
2022-07-25,94.48999786376952,3966.840087890625
2022-07-26,95.30999755859376,3921.050048828125
2022-07-27,95.87000274658205,4023.610107421875
2022-07-28,95.52999877929688,4072.429931640625
2022-07-29,95.68000030517578,4130.2900390625
2022-08-01,96.0199966430664,4118.6298828125
2022-08-02,95.37000274658205,4091.18994140625
2022-08-03,101.37999725341795,4155.169921875
2022-08-04,101.87000274658205,4151.93994140625
2022-08-05,102.26000213623048,4145.18994140625
2022-08-08,102.0,4140.06005859375
2022-08-09,103.69000244140624,4122.47021484375
2022-08-10,104.0500030517578,4210.240234375
2022-08-11,104.25,4207.27001953125
2022-08-12,106.38999938964844,4280.14990234375
2022-08-15,106.2699966430664,4297.14013671875
2022-08-16,106.43000030517578,4305.2001953125
2022-08-17,104.91999816894533,4274.0400390625
2022-08-18,103.63999938964844,4283.740234375
2022-08-19,104.0500030517578,4228.47998046875
2022-08-22,102.33999633789062,4137.990234375
2022-08-23,101.12999725341795,4128.72998046875
2022-08-24,101.27999877929688,4140.77001953125
2022-08-25,102.1500015258789,4199.1201171875
2022-08-26,100.05999755859376,4057.659912109375
2022-08-29,100.33000183105467,4030.610107421875
2022-08-30,98.8000030517578,3986.159912109375
2022-08-31,98.1500015258789,3955.0
2022-09-01,99.93000030517578,3966.85009765625
2022-09-02,99.44000244140624,3924.260009765625
2022-09-06,98.7300033569336,3908.18994140625
2022-09-07,100.68000030517578,3979.8701171875
2022-09-08,102.26000213623048,4006.179931640625
2022-09-09,102.1500015258789,4067.360107421875
2022-09-12,103.04000091552734,4110.41015625
2022-09-13,100.4499969482422,3932.68994140625
2022-09-14,101.0500030517578,3946.010009765625
2022-09-15,102.30999755859376,3901.35009765625
2022-09-16,102.05999755859376,3873.330078125
2022-09-19,102.11000061035156,3899.889892578125
2022-09-20,101.33999633789062,3855.929931640625
2022-09-21,99.7699966430664,3789.929931640625
2022-09-22,99.83000183105467,3757.989990234375
2022-09-23,98.3499984741211,3693.22998046875
2022-09-26,97.73999786376952,3655.0400390625
2022-09-27,97.20999908447266,3647.2900390625
2022-09-28,98.16000366210938,3719.0400390625
2022-09-29,96.9800033569336,3640.469970703125
2022-09-30,95.37000274658205,3585.6201171875
2022-10-03,97.76000213623048,3678.429931640625
2022-10-04,100.5199966430664,3790.929931640625
2022-10-05,100.4499969482422,3783.280029296875
2022-10-06,98.58000183105467,3744.52001953125
2022-10-07,88.25,3639.659912109375
2022-10-10,88.25,3612.389892578125
2022-10-11,88.5,3588.840087890625
2022-10-12,87.83999633789062,3577.030029296875
2022-10-13,90.0999984741211,3669.909912109375
2022-10-14,89.30000305175781,3583.070068359375
2022-10-17,90.88999938964844,3677.949951171875
2022-10-18,91.94000244140624,3719.97998046875
2022-10-19,91.66000366210938,3695.159912109375
2022-10-20,90.98999786376952,3665.780029296875
2022-10-21,92.72000122070312,3752.75
2022-10-24,94.8000030517578,3797.340087890625
2022-10-25,92.22000122070312,3859.110107421875
2022-10-26,92.7300033569336,3830.60009765625
2022-10-27,92.6999969482422,3807.300048828125
2022-10-28,94.19000244140624,3901.06005859375
2022-10-31,94.6999969482422,3871.97998046875
2022-11-01,94.62000274658205,3856.10009765625
2022-11-02,96.8000030517578,3759.68994140625
2022-11-03,97.8000030517578,3719.889892578125
2022-11-04,99.55999755859376,3770.550048828125
2022-11-07,101.18000030517578,3806.800048828125
2022-11-08,101.6500015258789,3828.110107421875
2022-11-09,99.55999755859376,3748.570068359375
2022-11-10,99.91000366210938,3956.3701171875
2022-11-11,97.5500030517578,3992.929931640625
2022-11-14,97.16999816894533,3957.25
2022-11-15,97.7300033569336,3991.72998046875
2022-11-16,96.0999984741211,3958.7900390625
2022-11-17,94.93000030517578,3946.56005859375
2022-11-18,97.3499984741211,3965.340087890625
2022-11-21,97.88999938964844,3949.93994140625
2022-11-22,99.51000213623048,4003.580078125
2022-11-23,100.05999755859376,4027.260009765625
2022-11-25,101.26000213623048,4026.1201171875
2022-11-28,100.41000366210938,3963.93994140625
2022-11-29,100.87999725341795,3957.6298828125
2022-11-30,101.87999725341795,4080.110107421875
2022-12-01,101.6500015258789,4076.570068359375
2022-12-02,102.58000183105467,4071.699951171875
2022-12-05,102.01000213623048,3998.840087890625
2022-12-06,101.19000244140624,3941.260009765625
2022-12-07,102.27999877929688,3933.919921875
2022-12-08,102.52999877929688,3963.510009765625
2022-12-09,101.6500015258789,3934.3798828125
2022-12-12,103.79000091552734,3990.56005859375
2022-12-13,101.19000244140624,4019.64990234375
2022-12-14,100.68000030517578,3995.320068359375
2022-12-15,97.5999984741211,3895.75
2022-12-16,95.4499969482422,3852.360107421875
2022-12-19,95.0500030517578,3817.659912109375
2022-12-20,95.0,3821.6201171875
2022-12-21,94.12000274658205,3878.43994140625
2022-12-22,93.4000015258789,3822.389892578125
2022-12-23,93.55999755859376,3844.820068359375
2022-12-27,93.0199966430664,3829.25
2022-12-28,92.76000213623048,3783.219970703125
2022-12-29,93.4499969482422,3849.280029296875
2022-12-30,93.19000244140624,3839.5
2023-01-03,92.91000366210938,3824.139892578125
2023-01-04,91.9800033569336,3852.969970703125
2023-01-05,90.4499969482422,3808.10009765625
2023-01-06,91.5999984741211,3895.080078125
2023-01-09,91.48999786376952,3892.090087890625
2023-01-10,90.6500015258789,3919.25
2023-01-11,89.75,3969.610107421875
2023-01-12,89.18000030517578,3983.169921875
2023-01-13,89.91999816894531,3999.090087890625
2023-01-17,89.37000274658203,3990.969970703125
2023-01-18,88.19999694824219,3928.860107421875
2023-01-19,87.4800033569336,3898.85009765625
2023-01-20,87.0,3972.610107421875
2023-01-23,87.19999694824219,4019.81005859375
2023-01-24,86.0199966430664,4016.949951171875
2023-01-25,85.75,4016.219970703125
2023-01-26,87.66000366210938,4060.429931640625
2023-01-27,87.77999877929688,4070.56005859375
2023-01-30,87.05000305175781,4017.77001953125
2023-01-31,88.22000122070312,4076.60009765625
2023-02-01,87.48999786376953,4119.2099609375
2023-02-02,86.18000030517578,4179.759765625
2023-02-03,85.7699966430664,4136.47998046875
2023-02-06,85.25,4111.080078125
",
3184,US,technical,"Calculate eBay Inc.'s Jensen's Alpha from August 27, 2025 to December 11, 2025. (Default risk-free rate is 0; return annualized (US standard uses arithmetic mean return); 252 trading days per year) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",-0.581,easy,risk-adjusted return,"\alpha = AnnRet - [rf + \beta * (AnnRet_m - rf)]; \beta = cov(r, r_m) / var(r_m)","date,close,market_close
2025-08-26,94.63999938964844,6465.93994140625
2025-08-27,93.66999816894533,6481.39990234375
2025-08-28,92.8000030517578,6501.85986328125
2025-08-29,90.61000061035156,6460.259765625
2025-09-02,89.88999938964844,6415.5400390625
2025-09-03,90.16000366210938,6448.259765625
2025-09-04,93.02999877929688,6502.080078125
2025-09-05,92.66000366210938,6481.5
2025-09-08,93.0199966430664,6495.14990234375
2025-09-09,92.45999908447266,6512.60986328125
2025-09-10,91.29000091552734,6532.0400390625
2025-09-11,92.45999908447266,6587.47021484375
2025-09-12,90.8000030517578,6584.2900390625
2025-09-15,90.36000061035156,6615.27978515625
2025-09-16,88.8499984741211,6606.759765625
2025-09-17,89.95999908447266,6600.35009765625
2025-09-18,89.5999984741211,6631.9599609375
2025-09-19,91.11000061035156,6664.35986328125
2025-09-22,90.58999633789062,6693.75
2025-09-23,91.05999755859376,6656.919921875
2025-09-24,93.36000061035156,6637.97021484375
2025-09-25,93.11000061035156,6604.72021484375
2025-09-26,91.13999938964844,6643.7001953125
2025-09-29,91.16999816894533,6661.2099609375
2025-09-30,90.9499969482422,6688.4599609375
2025-10-01,87.58000183105469,6711.2001953125
2025-10-02,88.4000015258789,6715.35009765625
2025-10-03,92.16999816894533,6715.7900390625
2025-10-06,91.7699966430664,6740.27978515625
2025-10-07,93.04000091552734,6714.58984375
2025-10-08,92.08000183105467,6753.72021484375
2025-10-09,90.12999725341795,6735.10986328125
2025-10-10,88.55000305175781,6552.509765625
2025-10-13,89.36000061035156,6654.72021484375
2025-10-14,91.05999755859376,6644.31005859375
2025-10-15,90.87000274658205,6671.06005859375
2025-10-16,91.18000030517578,6629.06982421875
2025-10-17,92.01000213623048,6664.009765625
2025-10-20,95.6500015258789,6735.1298828125
2025-10-21,94.9800033569336,6735.35009765625
2025-10-22,95.37000274658205,6699.39990234375
2025-10-23,95.5199966430664,6738.43994140625
2025-10-24,97.1999969482422,6791.68994140625
2025-10-27,98.01000213623048,6875.16015625
2025-10-28,99.58000183105467,6890.89013671875
2025-10-29,99.54000091552734,6890.58984375
2025-10-30,83.7300033569336,6822.33984375
2025-10-31,81.30999755859375,6840.2001953125
2025-11-03,82.7699966430664,6851.97021484375
2025-11-04,81.68000030517578,6771.5498046875
2025-11-05,81.01000213623047,6796.2900390625
2025-11-06,80.8499984741211,6720.31982421875
2025-11-07,83.80000305175781,6728.7998046875
2025-11-10,85.18000030517578,6832.43017578125
2025-11-11,87.26000213623047,6846.60986328125
2025-11-12,87.79000091552734,6850.919921875
2025-11-13,84.43000030517578,6737.490234375
2025-11-14,83.8499984741211,6734.10986328125
2025-11-17,82.16000366210938,6672.41015625
2025-11-18,81.83000183105469,6617.31982421875
2025-11-19,81.27999877929688,6642.16015625
2025-11-20,80.05000305175781,6538.759765625
2025-11-21,80.83999633789062,6602.990234375
2025-11-24,80.88999938964844,6705.1201171875
2025-11-25,82.79000091552734,6765.8798828125
2025-11-26,82.48999786376953,6812.60986328125
2025-11-28,82.79000091552734,6849.08984375
2025-12-01,82.7300033569336,6812.6298828125
2025-12-02,82.91000366210938,6829.3701171875
2025-12-03,82.0,6849.72021484375
2025-12-04,82.12999725341797,6857.1201171875
2025-12-05,82.47000122070312,6870.39990234375
2025-12-08,83.8499984741211,6846.509765625
2025-12-09,83.88999938964844,6840.509765625
2025-12-10,82.62999725341797,6886.68017578125
2025-12-11,84.4000015258789,6901.0
",
3185,US,technical,"What is the value of VaR (Parametric) for Vici Properties from September 30, 2024 to January 27, 2025? (1-day VaR; loss expressed as a positive number; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0216,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2024-09-27,33.119998931884766
2024-09-30,33.310001373291016
2024-10-01,32.77000045776367
2024-10-02,32.77000045776367
2024-10-03,32.56999969482422
2024-10-04,32.41999816894531
2024-10-07,32.41999816894531
2024-10-08,32.31999969482422
2024-10-09,32.2400016784668
2024-10-10,32.16999816894531
2024-10-11,32.54999923706055
2024-10-14,32.779998779296875
2024-10-15,32.81999969482422
2024-10-16,33.150001525878906
2024-10-17,33.04999923706055
2024-10-18,33.189998626708984
2024-10-21,32.59000015258789
2024-10-22,32.77000045776367
2024-10-23,32.84000015258789
2024-10-24,32.810001373291016
2024-10-25,32.099998474121094
2024-10-28,32.36000061035156
2024-10-29,32.290000915527344
2024-10-30,32.41999816894531
2024-10-31,31.76000022888184
2024-11-01,31.440000534057617
2024-11-04,31.690000534057617
2024-11-05,32.040000915527344
2024-11-06,31.11000061035156
2024-11-07,30.93000030517578
2024-11-08,31.38999938964844
2024-11-11,31.280000686645508
2024-11-12,31.200000762939453
2024-11-13,31.309999465942383
2024-11-14,31.299999237060547
2024-11-15,31.670000076293945
2024-11-18,31.88999938964844
2024-11-19,32.220001220703125
2024-11-20,32.119998931884766
2024-11-21,32.369998931884766
2024-11-22,32.22999954223633
2024-11-25,32.529998779296875
2024-11-26,32.380001068115234
2024-11-27,32.599998474121094
2024-11-29,32.61000061035156
2024-12-02,32.209999084472656
2024-12-03,31.649999618530277
2024-12-04,31.770000457763672
2024-12-05,31.649999618530277
2024-12-06,31.649999618530277
2024-12-09,31.76000022888184
2024-12-10,31.440000534057617
2024-12-11,31.309999465942383
2024-12-12,31.09000015258789
2024-12-13,31.1299991607666
2024-12-16,30.93000030517578
2024-12-17,30.049999237060547
2024-12-18,28.90999984741211
2024-12-19,28.270000457763672
2024-12-20,28.790000915527344
2024-12-23,28.979999542236328
2024-12-24,29.239999771118164
2024-12-26,29.1299991607666
2024-12-27,28.940000534057617
2024-12-30,29.01000022888184
2024-12-31,29.209999084472656
2025-01-02,28.989999771118164
2025-01-03,29.459999084472656
2025-01-06,29.559999465942383
2025-01-07,29.25
2025-01-08,28.82999992370605
2025-01-10,28.209999084472656
2025-01-13,28.729999542236328
2025-01-14,28.96999931335449
2025-01-15,28.76000022888184
2025-01-16,29.280000686645508
2025-01-17,29.350000381469727
2025-01-21,30.26000022888184
2025-01-22,29.450000762939453
2025-01-23,29.290000915527344
2025-01-24,29.600000381469727
2025-01-27,30.549999237060547
",
3186,US,technical,"From May 21, 2023 to October 03, 2023, what is Cisco's VaR (Parametric)? (1-day VaR; loss expressed as a positive number; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0166,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2023-05-19,49.130001068115234
2023-05-22,48.81999969482422
2023-05-23,48.90999984741211
2023-05-24,48.40999984741211
2023-05-25,49.02999877929688
2023-05-26,49.86000061035156
2023-05-30,50.16999816894531
2023-05-31,49.66999816894531
2023-06-01,49.7400016784668
2023-06-02,50.02000045776367
2023-06-05,50.209999084472656
2023-06-06,49.810001373291016
2023-06-07,49.77999877929688
2023-06-08,49.68000030517578
2023-06-09,49.65999984741211
2023-06-12,50.47999954223633
2023-06-13,50.79999923706055
2023-06-14,50.959999084472656
2023-06-15,51.93000030517578
2023-06-16,52.06999969482422
2023-06-20,51.54999923706055
2023-06-21,50.84999847412109
2023-06-22,51.119998931884766
2023-06-23,50.33000183105469
2023-06-26,50.209999084472656
2023-06-27,50.86000061035156
2023-06-28,50.869998931884766
2023-06-29,51.209999084472656
2023-06-30,51.7400016784668
2023-07-03,51.81999969482422
2023-07-05,51.5099983215332
2023-07-06,51.11000061035156
2023-07-07,50.9900016784668
2023-07-10,51.400001525878906
2023-07-11,52.119998931884766
2023-07-12,50.7400016784668
2023-07-13,51.52999877929688
2023-07-14,50.380001068115234
2023-07-17,50.810001373291016
2023-07-18,51.2400016784668
2023-07-19,52.43000030517578
2023-07-20,52.369998931884766
2023-07-21,52.630001068115234
2023-07-24,53.11000061035156
2023-07-25,53.59999847412109
2023-07-26,53.220001220703125
2023-07-27,53.0
2023-07-28,52.09000015258789
2023-07-31,52.040000915527344
2023-08-01,52.65999984741211
2023-08-02,52.58000183105469
2023-08-03,53.150001525878906
2023-08-04,52.630001068115234
2023-08-07,53.0099983215332
2023-08-08,53.060001373291016
2023-08-09,52.9900016784668
2023-08-10,53.369998931884766
2023-08-11,53.790000915527344
2023-08-14,53.880001068115234
2023-08-15,53.34999847412109
2023-08-16,52.959999084472656
2023-08-17,54.72999954223633
2023-08-18,55.040000915527344
2023-08-21,55.43999862670898
2023-08-22,55.459999084472656
2023-08-23,55.97999954223633
2023-08-24,55.2400016784668
2023-08-25,55.70000076293945
2023-08-28,56.20000076293945
2023-08-29,56.560001373291016
2023-08-30,56.810001373291016
2023-08-31,57.34999847412109
2023-09-01,57.84000015258789
2023-09-05,57.2599983215332
2023-09-06,57.15999984741211
2023-09-07,56.790000915527344
2023-09-08,56.66999816894531
2023-09-11,56.84000015258789
2023-09-12,56.38999938964844
2023-09-13,56.27999877929688
2023-09-14,56.369998931884766
2023-09-15,56.040000915527344
2023-09-18,56.11000061035156
2023-09-19,55.84000015258789
2023-09-20,55.5
2023-09-21,53.34000015258789
2023-09-22,53.56999969482422
2023-09-25,53.47999954223633
2023-09-26,52.709999084472656
2023-09-27,53.20000076293945
2023-09-28,53.880001068115234
2023-09-29,53.7599983215332
2023-10-02,54.38999938964844
2023-10-03,53.650001525878906
",
3187,US,technical,"What was Lilly (Eli)'s VaR (Parametric) during the period June 11, 2023 to May 21, 2024? (1-day VaR; loss expressed as a positive number; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.029,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2023-06-09,446.0400085449219
2023-06-12,445.30999755859375
2023-06-13,445.7200012207031
2023-06-14,447.7200012207031
2023-06-15,453.9299926757813
2023-06-16,447.7099914550781
2023-06-20,451.9500122070313
2023-06-21,453.0
2023-06-22,457.6799926757813
2023-06-23,458.8399963378906
2023-06-26,452.760009765625
2023-06-27,464.5
2023-06-28,458.7000122070313
2023-06-29,464.489990234375
2023-06-30,468.9800109863281
2023-07-03,461.4200134277344
2023-07-05,465.7000122070313
2023-07-06,463.2099914550781
2023-07-07,452.0799865722656
2023-07-10,453.1600036621094
2023-07-11,439.3900146484375
2023-07-12,440.6000061035156
2023-07-13,434.7000122070313
2023-07-14,449.4599914550781
2023-07-17,447.1400146484375
2023-07-18,451.2000122070313
2023-07-19,453.55999755859375
2023-07-20,463.8200073242188
2023-07-21,462.0400085449219
2023-07-24,459.3200073242188
2023-07-25,457.5400085449219
2023-07-26,453.5899963378906
2023-07-27,454.989990234375
2023-07-28,458.4800109863281
2023-07-31,454.5499877929688
2023-08-01,453.0899963378906
2023-08-02,454.4800109863281
2023-08-03,449.1600036621094
2023-08-04,449.489990234375
2023-08-07,454.0799865722656
2023-08-08,521.5999755859375
2023-08-09,526.22998046875
2023-08-10,521.3400268554688
2023-08-11,528.280029296875
2023-08-14,538.0
2023-08-15,546.6199951171875
2023-08-16,546.239990234375
2023-08-17,537.6599731445312
2023-08-18,546.4299926757812
2023-08-21,550.0499877929688
2023-08-22,553.6599731445312
2023-08-23,553.3599853515625
2023-08-24,548.0
2023-08-25,553.6500244140625
2023-08-28,553.9199829101562
2023-08-29,553.9000244140625
2023-08-30,547.989990234375
2023-08-31,554.2000122070312
2023-09-01,557.1099853515625
2023-09-05,558.1900024414062
2023-09-06,559.9500122070312
2023-09-07,573.22998046875
2023-09-08,586.4600219726562
2023-09-11,595.5599975585938
2023-09-12,599.2999877929688
2023-09-13,598.8800048828125
2023-09-14,591.6099853515625
2023-09-15,575.6599731445312
2023-09-18,571.280029296875
2023-09-19,574.9600219726562
2023-09-20,569.6400146484375
2023-09-21,550.1300048828125
2023-09-22,550.5399780273438
2023-09-25,552.2899780273438
2023-09-26,550.010009765625
2023-09-27,549.760009765625
2023-09-28,544.4500122070312
2023-09-29,537.1300048828125
2023-10-02,538.2899780273438
2023-10-03,525.1900024414062
2023-10-04,531.4600219726562
2023-10-05,541.47998046875
2023-10-06,565.219970703125
2023-10-09,571.760009765625
2023-10-10,579.3099975585938
2023-10-11,605.280029296875
2023-10-12,610.5
2023-10-13,609.2000122070312
2023-10-16,616.6400146484375
2023-10-17,608.3099975585938
2023-10-18,607.239990234375
2023-10-19,590.7999877929688
2023-10-20,584.6400146484375
2023-10-23,576.6500244140625
2023-10-24,592.4299926757812
2023-10-25,586.4600219726562
2023-10-26,568.0999755859375
2023-10-27,560.22998046875
2023-10-30,565.7100219726562
2023-10-31,553.9299926757812
2023-11-01,554.4600219726562
2023-11-02,580.2899780273438
2023-11-03,567.8099975585938
2023-11-06,595.1900024414062
2023-11-07,599.9299926757812
2023-11-08,619.1300048828125
2023-11-09,591.3200073242188
2023-11-10,597.7100219726562
2023-11-13,612.7100219726562
2023-11-14,610.8200073242188
2023-11-15,588.5399780273438
2023-11-16,588.75
2023-11-17,591.7100219726562
2023-11-20,597.5999755859375
2023-11-21,592.5999755859375
2023-11-22,595.0900268554688
2023-11-24,601.0999755859375
2023-11-27,591.530029296875
2023-11-28,591.5999755859375
2023-11-29,591.8599853515625
2023-11-30,591.0399780273438
2023-12-01,584.0399780273438
2023-12-04,585.6799926757812
2023-12-05,588.1500244140625
2023-12-06,589.25
2023-12-07,588.27001953125
2023-12-08,598.0499877929688
2023-12-11,584.0399780273438
2023-12-12,584.760009765625
2023-12-13,597.5
2023-12-14,573.6699829101562
2023-12-15,572.0399780273438
2023-12-18,579.760009765625
2023-12-19,579.8099975585938
2023-12-20,570.2100219726562
2023-12-21,572.0
2023-12-22,570.3900146484375
2023-12-26,570.6699829101562
2023-12-27,581.510009765625
2023-12-28,580.8499755859375
2023-12-29,582.9199829101562
2024-01-02,592.2000122070312
2024-01-03,617.7000122070312
2024-01-04,614.5
2024-01-05,618.5499877929688
2024-01-08,626.030029296875
2024-01-09,625.47998046875
2024-01-10,630.1900024414062
2024-01-11,635.719970703125
2024-01-12,642.9199829101562
2024-01-16,634.5700073242188
2024-01-17,628.9099731445312
2024-01-18,623.3499755859375
2024-01-19,628.5800170898438
2024-01-22,630.8800048828125
2024-01-23,629.6799926757812
2024-01-24,633.7000122070312
2024-01-25,627.6199951171875
2024-01-26,639.25
2024-01-29,645.0
2024-01-30,644.97998046875
2024-01-31,645.6099853515625
2024-02-01,660.4299926757812
2024-02-02,667.6500244140625
2024-02-05,706.2000122070312
2024-02-06,705.030029296875
2024-02-07,725.3800048828125
2024-02-08,735.6799926757812
2024-02-09,740.1599731445312
2024-02-12,737.260009765625
2024-02-13,742.969970703125
2024-02-14,757.3099975585938
2024-02-15,757.780029296875
2024-02-16,782.0599975585938
2024-02-20,755.6599731445312
2024-02-21,745.9099731445312
2024-02-22,769.6400146484375
2024-02-23,769.5399780273438
2024-02-26,771.9199829101562
2024-02-27,765.0
2024-02-28,757.6400146484375
2024-02-29,753.6799926757812
2024-03-01,782.1199951171875
2024-03-04,792.280029296875
2024-03-05,777.5900268554688
2024-03-06,779.77001953125
2024-03-07,780.1599731445312
2024-03-08,762.1400146484375
2024-03-11,734.3699951171875
2024-03-12,754.9500122070312
2024-03-13,757.8400268554688
2024-03-14,760.72998046875
2024-03-15,754.1699829101562
2024-03-18,762.6599731445312
2024-03-19,772.780029296875
2024-03-20,772.8599853515625
2024-03-21,770.260009765625
2024-03-22,770.6099853515625
2024-03-25,773.1400146484375
2024-03-26,774.9000244140625
2024-03-27,778.1799926757812
2024-03-28,777.9600219726562
2024-04-01,760.5499877929688
2024-04-02,763.9600219726562
2024-04-03,775.989990234375
2024-04-04,768.0800170898438
2024-04-05,784.2100219726562
2024-04-08,777.2899780273438
2024-04-09,757.239990234375
2024-04-10,761.97998046875
2024-04-11,759.5900268554688
2024-04-12,751.6400146484375
2024-04-15,750.77001953125
2024-04-16,746.739990234375
2024-04-17,750.77001953125
2024-04-18,745.9500122070312
2024-04-19,726.3099975585938
2024-04-22,731.3300170898438
2024-04-23,745.6900024414062
2024-04-24,732.2000122070312
2024-04-25,724.8699951171875
2024-04-26,733.510009765625
2024-04-29,737.2000122070312
2024-04-30,781.0999755859375
2024-05-01,776.75
2024-05-02,755.9099731445312
2024-05-03,734.969970703125
2024-05-06,766.6799926757812
2024-05-07,777.77001953125
2024-05-08,775.0
2024-05-09,771.5499877929688
2024-05-10,760.0
2024-05-13,757.7000122070312
2024-05-14,763.97998046875
2024-05-15,787.02001953125
2024-05-16,771.1199951171875
2024-05-17,770.0
2024-05-20,783.1799926757812
2024-05-21,803.1699829101562
",
3188,US,technical,"For VaR (Parametric), what is Otis Worldwide's value from May 28, 2020 to February 23, 2021? (1-day VaR; loss expressed as a positive number; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0261,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2020-05-27,52.380001068115234
2020-05-28,50.959999084472656
2020-05-29,52.650001525878906
2020-06-01,54.08000183105469
2020-06-02,54.150001525878906
2020-06-03,55.470001220703125
2020-06-04,55.400001525878906
2020-06-05,58.56999969482422
2020-06-08,61.2599983215332
2020-06-09,60.650001525878906
2020-06-10,59.02999877929688
2020-06-11,56.25
2020-06-12,56.040000915527344
2020-06-15,57.66999816894531
2020-06-16,57.84999847412109
2020-06-17,56.7400016784668
2020-06-18,57.4900016784668
2020-06-19,57.0
2020-06-22,57.060001373291016
2020-06-23,56.79999923706055
2020-06-24,55.540000915527344
2020-06-25,56.20000076293945
2020-06-26,55.790000915527344
2020-06-29,56.56999969482422
2020-06-30,56.86000061035156
2020-07-01,55.77999877929688
2020-07-02,56.5
2020-07-06,56.86000061035156
2020-07-07,56.81999969482422
2020-07-08,56.91999816894531
2020-07-09,56.11000061035156
2020-07-10,56.97999954223633
2020-07-13,56.88999938964844
2020-07-14,57.369998931884766
2020-07-15,58.20000076293945
2020-07-16,58.31999969482422
2020-07-17,58.54999923706055
2020-07-20,58.560001373291016
2020-07-21,58.43999862670898
2020-07-22,58.47999954223633
2020-07-23,59.060001373291016
2020-07-24,58.130001068115234
2020-07-27,58.31999969482422
2020-07-28,60.27999877929688
2020-07-29,64.30000305175781
2020-07-30,63.38999938964844
2020-07-31,62.7400016784668
2020-08-03,63.209999084472656
2020-08-04,62.61000061035156
2020-08-05,63.09000015258789
2020-08-06,63.47999954223633
2020-08-07,64.41000366210938
2020-08-10,65.20999908447266
2020-08-11,64.37000274658203
2020-08-12,64.9000015258789
2020-08-13,64.0
2020-08-14,64.06999969482422
2020-08-17,63.959999084472656
2020-08-18,63.45000076293945
2020-08-19,62.91999816894531
2020-08-20,62.970001220703125
2020-08-21,63.630001068115234
2020-08-24,63.79999923706055
2020-08-25,64.29000091552734
2020-08-26,64.18000030517578
2020-08-27,63.22999954223633
2020-08-28,63.59000015258789
2020-08-31,62.900001525878906
2020-09-01,64.05000305175781
2020-09-02,65.33999633789062
2020-09-03,61.84999847412109
2020-09-04,61.4900016784668
2020-09-08,60.630001068115234
2020-09-09,62.08000183105469
2020-09-10,59.900001525878906
2020-09-11,60.13999938964844
2020-09-14,59.9900016784668
2020-09-15,60.29999923706055
2020-09-16,59.790000915527344
2020-09-17,61.040000915527344
2020-09-18,60.880001068115234
2020-09-21,59.40999984741211
2020-09-22,60.9900016784668
2020-09-23,60.40999984741211
2020-09-24,62.08000183105469
2020-09-25,61.54999923706055
2020-09-28,62.5099983215332
2020-09-29,62.40999984741211
2020-09-30,62.41999816894531
2020-10-01,62.369998931884766
2020-10-02,63.15999984741211
2020-10-05,64.54000091552734
2020-10-06,63.83000183105469
2020-10-07,65.05000305175781
2020-10-08,64.70999908447266
2020-10-09,65.3499984741211
2020-10-12,65.69000244140625
2020-10-13,65.12999725341797
2020-10-14,65.61000061035156
2020-10-15,65.19999694824219
2020-10-16,65.02999877929688
2020-10-19,64.36000061035156
2020-10-20,64.38999938964844
2020-10-21,63.720001220703125
2020-10-22,63.2400016784668
2020-10-23,63.45000076293945
2020-10-26,63.209999084472656
2020-10-27,61.970001220703125
2020-10-28,58.9900016784668
2020-10-29,60.790000915527344
2020-10-30,61.27999877929688
2020-11-02,62.13999938964844
2020-11-03,62.709999084472656
2020-11-04,62.29999923706055
2020-11-05,62.630001068115234
2020-11-06,63.58000183105469
2020-11-09,63.5
2020-11-10,65.73999786376953
2020-11-11,66.12000274658203
2020-11-12,65.98999786376953
2020-11-13,65.56999969482422
2020-11-16,67.38999938964844
2020-11-17,67.19999694824219
2020-11-18,66.62999725341797
2020-11-19,66.16000366210938
2020-11-20,66.31999969482422
2020-11-23,67.25
2020-11-24,67.4000015258789
2020-11-25,67.37999725341797
2020-11-27,67.33999633789062
2020-11-30,66.94000244140625
2020-12-01,66.83000183105469
2020-12-02,65.69000244140625
2020-12-03,65.48999786376953
2020-12-04,65.16000366210938
2020-12-07,64.8499984741211
2020-12-08,66.11000061035156
2020-12-09,65.48999786376953
2020-12-10,64.0
2020-12-11,63.72999954223633
2020-12-14,62.77999877929688
2020-12-15,64.7300033569336
2020-12-16,65.23999786376953
2020-12-17,65.79000091552734
2020-12-18,65.61000061035156
2020-12-21,66.1500015258789
2020-12-22,65.41000366210938
2020-12-23,65.62999725341797
2020-12-24,65.79000091552734
2020-12-28,66.0
2020-12-29,65.69000244140625
2020-12-30,66.72000122070312
2020-12-31,67.55000305175781
2021-01-04,65.58999633789062
2021-01-05,65.0999984741211
2021-01-06,66.91000366210938
2021-01-07,67.77999877929688
2021-01-08,66.83000183105469
2021-01-11,66.36000061035156
2021-01-12,65.2300033569336
2021-01-13,63.970001220703125
2021-01-14,64.94000244140625
2021-01-15,65.52999877929688
2021-01-19,65.37000274658203
2021-01-20,65.19000244140625
2021-01-21,63.52000045776367
2021-01-22,64.87999725341797
2021-01-25,64.22000122070312
2021-01-26,63.5099983215332
2021-01-27,62.2400016784668
2021-01-28,63.83000183105469
2021-01-29,64.6500015258789
2021-02-01,64.55000305175781
2021-02-02,64.63999938964844
2021-02-03,64.05000305175781
2021-02-04,63.290000915527344
2021-02-05,63.93000030517578
2021-02-08,63.72999954223633
2021-02-09,64.36000061035156
2021-02-10,65.30999755859375
2021-02-11,63.43000030517578
2021-02-12,63.93000030517578
2021-02-16,63.18999862670898
2021-02-17,62.68999862670898
2021-02-18,63.060001373291016
2021-02-19,63.040000915527344
2021-02-22,63.22999954223633
2021-02-23,63.22999954223633
",
3189,US,technical,"Calculate Williams Companies's VaR (Parametric) from December 04, 2021 to December 23, 2021. (1-day VaR; loss expressed as a positive number; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0269,easy,risk,VaR_c = \Phi^{-1}(c) * \sigma(r) - \mu(r),"date,close
2021-12-03,27.11000061035156
2021-12-06,27.31999969482422
2021-12-07,27.76000022888184
2021-12-08,27.63999938964844
2021-12-09,26.6200008392334
2021-12-10,26.63999938964844
2021-12-13,26.239999771118164
2021-12-14,25.8799991607666
2021-12-15,25.979999542236328
2021-12-16,26.13999938964844
2021-12-17,25.790000915527344
2021-12-20,25.350000381469727
2021-12-21,25.65999984741211
2021-12-22,25.68000030517578
2021-12-23,25.850000381469727
",
3190,US,technical,"What is the value of VaR (Historical Simulation) for Devon Energy from June 11, 2019 to January 14, 2020? (1-day VaR; loss expressed as a positive number; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0439,easy,risk,VaR_c = -Q_{1-c}(r); Q_p is the p-th quantile,"date,close
2019-06-10,26.1200008392334
2019-06-11,26.100000381469727
2019-06-12,25.479999542236328
2019-06-13,26.1200008392334
2019-06-14,25.770000457763672
2019-06-17,26.399999618530277
2019-06-18,26.899999618530277
2019-06-19,26.90999984741211
2019-06-20,28.06999969482422
2019-06-21,28.239999771118164
2019-06-24,27.920000076293945
2019-06-25,27.920000076293945
2019-06-26,28.729999542236328
2019-06-27,28.299999237060547
2019-06-28,28.520000457763672
2019-07-01,28.899999618530277
2019-07-02,27.540000915527344
2019-07-03,27.520000457763672
2019-07-05,27.899999618530277
2019-07-08,27.940000534057617
2019-07-09,28.07999992370605
2019-07-10,28.84000015258789
2019-07-11,28.65999984741211
2019-07-12,28.649999618530277
2019-07-15,27.649999618530277
2019-07-16,26.799999237060547
2019-07-17,25.93000030517578
2019-07-18,25.700000762939453
2019-07-19,26.34000015258789
2019-07-22,26.40999984741211
2019-07-23,26.209999084472656
2019-07-24,26.51000022888184
2019-07-25,25.56999969482422
2019-07-26,25.540000915527344
2019-07-29,25.520000457763672
2019-07-30,26.8799991607666
2019-07-31,27.0
2019-08-01,25.15999984741211
2019-08-02,25.030000686645508
2019-08-05,24.059999465942383
2019-08-06,24.21999931335449
2019-08-07,24.15999984741211
2019-08-08,24.440000534057617
2019-08-09,24.049999237060547
2019-08-12,23.51000022888184
2019-08-13,23.6200008392334
2019-08-14,22.030000686645508
2019-08-15,21.6200008392334
2019-08-16,22.540000915527344
2019-08-19,23.270000457763672
2019-08-20,23.36000061035156
2019-08-21,23.3799991607666
2019-08-22,23.030000686645508
2019-08-23,21.68000030517578
2019-08-26,21.56999969482422
2019-08-27,21.34000015258789
2019-08-28,21.920000076293945
2019-08-29,22.540000915527344
2019-08-30,21.989999771118164
2019-09-03,22.09000015258789
2019-09-04,22.84000015258789
2019-09-05,23.5
2019-09-06,23.350000381469727
2019-09-09,24.6299991607666
2019-09-10,24.559999465942383
2019-09-11,24.96999931335449
2019-09-12,24.559999465942383
2019-09-13,25.06999969482422
2019-09-16,28.1200008392334
2019-09-17,26.68000030517578
2019-09-18,26.5
2019-09-19,25.959999084472656
2019-09-20,26.11000061035156
2019-09-23,25.82999992370605
2019-09-24,24.71999931335449
2019-09-25,24.709999084472656
2019-09-26,24.40999984741211
2019-09-27,24.25
2019-09-30,24.059999465942383
2019-10-01,23.13999938964844
2019-10-02,22.030000686645508
2019-10-03,22.670000076293945
2019-10-04,22.600000381469727
2019-10-07,21.88999938964844
2019-10-08,20.90999984741211
2019-10-09,21.06999969482422
2019-10-10,20.82999992370605
2019-10-11,21.26000022888184
2019-10-14,20.950000762939453
2019-10-15,20.96999931335449
2019-10-16,20.649999618530277
2019-10-17,20.3799991607666
2019-10-18,19.799999237060547
2019-10-21,20.239999771118164
2019-10-22,20.670000076293945
2019-10-23,21.299999237060547
2019-10-24,21.459999084472656
2019-10-25,21.46999931335449
2019-10-28,21.049999237060547
2019-10-29,21.399999618530277
2019-10-30,20.25
2019-10-31,20.280000686645508
2019-11-01,21.170000076293945
2019-11-04,22.56999969482422
2019-11-05,22.979999542236328
2019-11-06,22.07999992370605
2019-11-07,22.68000030517578
2019-11-08,22.90999984741211
2019-11-11,22.530000686645508
2019-11-12,22.3700008392334
2019-11-13,21.6200008392334
2019-11-14,21.84000015258789
2019-11-15,22.559999465942383
2019-11-18,21.959999084472656
2019-11-19,21.489999771118164
2019-11-20,21.950000762939453
2019-11-21,22.770000457763672
2019-11-22,22.770000457763672
2019-11-25,22.739999771118164
2019-11-26,22.26000022888184
2019-11-27,22.51000022888184
2019-11-29,21.88999938964844
2019-12-02,21.82999992370605
2019-12-03,21.40999984741211
2019-12-04,22.38999938964844
2019-12-05,22.06999969482422
2019-12-06,23.13999938964844
2019-12-09,23.149999618530277
2019-12-10,23.420000076293945
2019-12-11,23.420000076293945
2019-12-12,23.989999771118164
2019-12-13,23.479999542236328
2019-12-16,23.850000381469727
2019-12-17,24.170000076293945
2019-12-18,24.700000762939453
2019-12-19,25.11000061035156
2019-12-20,25.46999931335449
2019-12-23,26.229999542236328
2019-12-24,26.540000915527344
2019-12-26,26.36000061035156
2019-12-27,25.729999542236328
2019-12-30,25.530000686645508
2019-12-31,25.96999931335449
2020-01-02,25.790000915527344
2020-01-03,26.100000381469727
2020-01-06,26.40999984741211
2020-01-07,26.489999771118164
2020-01-08,25.549999237060547
2020-01-09,25.850000381469727
2020-01-10,25.100000381469727
2020-01-13,25.36000061035156
2020-01-14,26.229999542236328
",
3191,US,technical,"From December 22, 2020 to August 05, 2021, what is Baker Hughes's VaR (Historical Simulation)? (1-day VaR; loss expressed as a positive number; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0387,easy,risk,VaR_c = -Q_{1-c}(r); Q_p is the p-th quantile,"date,close
2020-12-21,21.25
2020-12-22,21.190000534057617
2020-12-23,21.1299991607666
2020-12-24,21.01000022888184
2020-12-28,20.8799991607666
2020-12-29,20.75
2020-12-30,21.209999084472656
2020-12-31,20.850000381469727
2021-01-04,21.020000457763672
2021-01-05,21.26000022888184
2021-01-06,22.15999984741211
2021-01-07,22.670000076293945
2021-01-08,22.46999931335449
2021-01-11,22.649999618530277
2021-01-12,23.040000915527344
2021-01-13,23.0
2021-01-14,23.709999084472656
2021-01-15,22.8700008392334
2021-01-19,22.8700008392334
2021-01-20,22.88999938964844
2021-01-21,22.549999237060547
2021-01-22,22.170000076293945
2021-01-25,21.049999237060547
2021-01-26,20.61000061035156
2021-01-27,20.40999984741211
2021-01-28,20.600000381469727
2021-01-29,20.09000015258789
2021-02-01,20.309999465942383
2021-02-02,20.38999938964844
2021-02-03,21.399999618530277
2021-02-04,22.36000061035156
2021-02-05,22.07999992370605
2021-02-08,22.549999237060547
2021-02-09,22.270000457763672
2021-02-10,23.01000022888184
2021-02-11,22.530000686645508
2021-02-12,22.700000762939453
2021-02-16,23.229999542236328
2021-02-17,23.549999237060547
2021-02-18,23.07999992370605
2021-02-19,23.399999618530277
2021-02-22,24.1299991607666
2021-02-23,23.90999984741211
2021-02-24,25.149999618530277
2021-02-25,24.729999542236328
2021-02-26,24.479999542236328
2021-03-01,24.979999542236328
2021-03-02,24.3700008392334
2021-03-03,24.459999084472656
2021-03-04,24.030000686645508
2021-03-05,24.350000381469727
2021-03-08,24.32999992370605
2021-03-09,23.950000762939453
2021-03-10,24.3799991607666
2021-03-11,24.15999984741211
2021-03-12,24.3700008392334
2021-03-15,24.21999931335449
2021-03-16,23.020000457763672
2021-03-17,23.979999542236328
2021-03-18,22.979999542236328
2021-03-19,22.6200008392334
2021-03-22,22.309999465942383
2021-03-23,21.690000534057617
2021-03-24,22.06999969482422
2021-03-25,21.530000686645508
2021-03-26,22.34000015258789
2021-03-29,22.15999984741211
2021-03-30,21.729999542236328
2021-03-31,21.61000061035156
2021-04-01,21.729999542236328
2021-04-05,21.40999984741211
2021-04-06,21.25
2021-04-07,21.43000030517578
2021-04-08,20.709999084472656
2021-04-09,20.11000061035156
2021-04-12,20.09000015258789
2021-04-13,19.8799991607666
2021-04-14,20.350000381469727
2021-04-15,19.899999618530277
2021-04-16,20.100000381469727
2021-04-19,20.030000686645508
2021-04-20,19.51000022888184
2021-04-21,19.549999237060547
2021-04-22,19.81999969482422
2021-04-23,20.01000022888184
2021-04-26,20.13999938964844
2021-04-27,19.920000076293945
2021-04-28,20.25
2021-04-29,20.540000915527344
2021-04-30,20.07999992370605
2021-05-03,21.690000534057617
2021-05-04,21.56999969482422
2021-05-05,22.600000381469727
2021-05-06,23.06999969482422
2021-05-07,24.6299991607666
2021-05-10,24.6299991607666
2021-05-11,24.809999465942383
2021-05-12,23.96999931335449
2021-05-13,24.350000381469727
2021-05-14,25.100000381469727
2021-05-17,26.309999465942383
2021-05-18,25.809999465942383
2021-05-19,25.229999542236328
2021-05-20,25.38999938964844
2021-05-21,25.540000915527344
2021-05-24,25.149999618530277
2021-05-25,24.13999938964844
2021-05-26,24.170000076293945
2021-05-27,24.34000015258789
2021-05-28,24.399999618530277
2021-06-01,25.520000457763672
2021-06-02,26.270000457763672
2021-06-03,25.86000061035156
2021-06-04,26.020000457763672
2021-06-07,25.940000534057617
2021-06-08,25.950000762939453
2021-06-09,25.809999465942383
2021-06-10,25.51000022888184
2021-06-11,25.90999984741211
2021-06-14,24.739999771118164
2021-06-15,24.950000762939453
2021-06-16,24.700000762939453
2021-06-17,23.979999542236328
2021-06-18,22.670000076293945
2021-06-21,23.84000015258789
2021-06-22,23.88999938964844
2021-06-23,23.32999992370605
2021-06-24,23.549999237060547
2021-06-25,23.549999237060547
2021-06-28,22.649999618530277
2021-06-29,22.68000030517578
2021-06-30,22.8700008392334
2021-07-01,23.540000915527344
2021-07-02,23.549999237060547
2021-07-06,22.40999984741211
2021-07-07,22.26000022888184
2021-07-08,21.96999931335449
2021-07-09,22.729999542236328
2021-07-12,23.020000457763672
2021-07-13,22.3700008392334
2021-07-14,21.670000076293945
2021-07-15,21.21999931335449
2021-07-16,20.600000381469727
2021-07-19,19.649999618530277
2021-07-20,20.040000915527344
2021-07-21,20.229999542236328
2021-07-22,19.8799991607666
2021-07-23,20.209999084472656
2021-07-26,20.88999938964844
2021-07-27,20.670000076293945
2021-07-28,21.0
2021-07-29,21.18000030517578
2021-07-30,21.239999771118164
2021-08-02,20.86000061035156
2021-08-03,21.309999465942383
2021-08-04,20.6299991607666
2021-08-05,20.86000061035156
",
3192,US,technical,"What was Viatris's VaR (Historical Simulation) during the period November 14, 2023 to August 06, 2024? (1-day VaR; loss expressed as a positive number; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0225,easy,risk,VaR_c = -Q_{1-c}(r); Q_p is the p-th quantile,"date,close
2023-11-13,8.949999809265137
2023-11-14,9.220000267028809
2023-11-15,9.359999656677246
2023-11-16,9.170000076293944
2023-11-17,9.449999809265137
2023-11-20,9.470000267028809
2023-11-21,9.380000114440918
2023-11-22,9.369999885559082
2023-11-24,9.43000030517578
2023-11-27,9.34000015258789
2023-11-28,9.140000343322754
2023-11-29,9.130000114440918
2023-11-30,9.18000030517578
2023-12-01,9.369999885559082
2023-12-04,9.68000030517578
2023-12-05,9.609999656677246
2023-12-06,9.6899995803833
2023-12-07,9.760000228881836
2023-12-08,9.829999923706056
2023-12-11,9.829999923706056
2023-12-12,9.869999885559082
2023-12-13,10.130000114440918
2023-12-14,10.390000343322754
2023-12-15,10.270000457763672
2023-12-18,10.100000381469728
2023-12-19,10.390000343322754
2023-12-20,10.449999809265137
2023-12-21,10.649999618530272
2023-12-22,10.649999618530272
2023-12-26,10.710000038146973
2023-12-27,10.770000457763672
2023-12-28,10.850000381469728
2023-12-29,10.829999923706056
2024-01-02,11.390000343322754
2024-01-03,11.369999885559082
2024-01-04,11.550000190734863
2024-01-05,11.979999542236328
2024-01-08,11.710000038146973
2024-01-09,11.600000381469728
2024-01-10,12.100000381469728
2024-01-11,12.06999969482422
2024-01-12,11.68000030517578
2024-01-16,11.75
2024-01-17,11.460000038146973
2024-01-18,11.270000457763672
2024-01-19,11.399999618530272
2024-01-22,11.640000343322754
2024-01-23,11.770000457763672
2024-01-24,11.720000267028809
2024-01-25,11.739999771118164
2024-01-26,11.93000030517578
2024-01-29,11.880000114440918
2024-01-30,11.8100004196167
2024-01-31,11.770000457763672
2024-02-01,11.869999885559082
2024-02-02,11.850000381469728
2024-02-05,11.579999923706056
2024-02-06,11.890000343322754
2024-02-07,11.739999771118164
2024-02-08,11.5600004196167
2024-02-09,11.68000030517578
2024-02-12,11.949999809265137
2024-02-13,11.970000267028809
2024-02-14,12.06999969482422
2024-02-15,12.81999969482422
2024-02-16,13.0600004196167
2024-02-20,13.239999771118164
2024-02-21,13.260000228881836
2024-02-22,13.359999656677246
2024-02-23,13.529999732971191
2024-02-26,13.43000030517578
2024-02-27,13.229999542236328
2024-02-28,12.289999961853027
2024-02-29,12.369999885559082
2024-03-01,12.59000015258789
2024-03-04,12.359999656677246
2024-03-05,12.279999732971191
2024-03-06,12.199999809265137
2024-03-07,12.329999923706056
2024-03-08,12.260000228881836
2024-03-11,11.970000267028809
2024-03-12,12.0600004196167
2024-03-13,12.050000190734863
2024-03-14,11.81999969482422
2024-03-15,11.9399995803833
2024-03-18,11.760000228881836
2024-03-19,11.869999885559082
2024-03-20,11.880000114440918
2024-03-21,12.010000228881836
2024-03-22,11.84000015258789
2024-03-25,11.829999923706056
2024-03-26,11.600000381469728
2024-03-27,11.829999923706056
2024-03-28,11.9399995803833
2024-04-01,11.9399995803833
2024-04-02,11.9399995803833
2024-04-03,12.020000457763672
2024-04-04,11.760000228881836
2024-04-05,11.800000190734863
2024-04-08,11.75
2024-04-09,11.81999969482422
2024-04-10,11.710000038146973
2024-04-11,11.56999969482422
2024-04-12,11.329999923706056
2024-04-15,11.31999969482422
2024-04-16,11.119999885559082
2024-04-17,11.100000381469728
2024-04-18,11.119999885559082
2024-04-19,11.25
2024-04-22,11.25
2024-04-23,11.359999656677246
2024-04-24,11.550000190734863
2024-04-25,11.470000267028809
2024-04-26,11.56999969482422
2024-04-29,11.779999732971191
2024-04-30,11.56999969482422
2024-05-01,11.630000114440918
2024-05-02,11.600000381469728
2024-05-03,11.779999732971191
2024-05-06,11.81999969482422
2024-05-07,11.720000267028809
2024-05-08,11.8100004196167
2024-05-09,11.220000267028809
2024-05-10,11.15999984741211
2024-05-13,11.359999656677246
2024-05-14,11.140000343322754
2024-05-15,11.06999969482422
2024-05-16,11.020000457763672
2024-05-17,10.979999542236328
2024-05-20,11.06999969482422
2024-05-21,10.960000038146973
2024-05-22,10.880000114440918
2024-05-23,10.529999732971191
2024-05-24,10.40999984741211
2024-05-28,10.390000343322754
2024-05-29,10.3100004196167
2024-05-30,10.479999542236328
2024-05-31,10.600000381469728
2024-06-03,10.579999923706056
2024-06-04,10.529999732971191
2024-06-05,10.489999771118164
2024-06-06,10.420000076293944
2024-06-07,10.470000267028809
2024-06-10,10.510000228881836
2024-06-11,10.640000343322754
2024-06-12,10.630000114440918
2024-06-13,10.390000343322754
2024-06-14,10.170000076293944
2024-06-17,10.109999656677246
2024-06-18,10.050000190734863
2024-06-20,10.260000228881836
2024-06-21,10.470000267028809
2024-06-24,10.470000267028809
2024-06-25,10.3100004196167
2024-06-26,10.43000030517578
2024-06-27,10.479999542236328
2024-06-28,10.630000114440918
2024-07-01,10.59000015258789
2024-07-02,10.43000030517578
2024-07-03,10.380000114440918
2024-07-05,10.31999969482422
2024-07-08,10.609999656677246
2024-07-09,10.800000190734863
2024-07-10,10.890000343322754
2024-07-11,11.1899995803833
2024-07-12,11.239999771118164
2024-07-15,11.0
2024-07-16,11.380000114440918
2024-07-17,11.84000015258789
2024-07-18,11.770000457763672
2024-07-19,11.84000015258789
2024-07-22,11.670000076293944
2024-07-23,11.5
2024-07-24,11.699999809265137
2024-07-25,11.760000228881836
2024-07-26,12.079999923706056
2024-07-29,11.899999618530272
2024-07-30,12.130000114440918
2024-07-31,12.0600004196167
2024-08-01,11.960000038146973
2024-08-02,11.869999885559082
2024-08-05,11.5600004196167
2024-08-06,11.350000381469728
",
3193,US,technical,"For VaR (Historical Simulation), what is Hartford (The)'s value from April 28, 2022 to November 14, 2022? (1-day VaR; loss expressed as a positive number; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0281,easy,risk,VaR_c = -Q_{1-c}(r); Q_p is the p-th quantile,"date,close
2022-04-27,69.98999786376953
2022-04-28,71.2699966430664
2022-04-29,69.93000030517578
2022-05-02,70.0999984741211
2022-05-03,70.66999816894531
2022-05-04,73.26000213623047
2022-05-05,72.01000213623047
2022-05-06,72.11000061035156
2022-05-09,70.80000305175781
2022-05-10,70.0199966430664
2022-05-11,69.80000305175781
2022-05-12,69.0999984741211
2022-05-13,69.55000305175781
2022-05-16,69.26000213623047
2022-05-17,70.9800033569336
2022-05-18,68.76000213623047
2022-05-19,67.44000244140625
2022-05-20,66.79000091552734
2022-05-23,68.62999725341797
2022-05-24,68.94999694824219
2022-05-25,69.8499984741211
2022-05-26,70.69999694824219
2022-05-27,72.69999694824219
2022-05-31,72.51000213623047
2022-06-01,71.27999877929688
2022-06-02,71.94999694824219
2022-06-03,71.87999725341797
2022-06-06,72.7699966430664
2022-06-07,73.43000030517578
2022-06-08,71.79000091552734
2022-06-09,69.77999877929688
2022-06-10,68.27999877929688
2022-06-13,66.08999633789062
2022-06-14,66.5999984741211
2022-06-15,67.02999877929688
2022-06-16,64.37000274658203
2022-06-17,64.3499984741211
2022-06-21,65.06999969482422
2022-06-22,65.2300033569336
2022-06-23,62.810001373291016
2022-06-24,65.69000244140625
2022-06-27,65.7699966430664
2022-06-28,65.45999908447266
2022-06-29,64.93000030517578
2022-06-30,65.43000030517578
2022-07-01,66.23999786376953
2022-07-05,65.0199966430664
2022-07-06,65.38999938964844
2022-07-07,66.16000366210938
2022-07-08,65.66999816894531
2022-07-11,65.0999984741211
2022-07-12,64.93000030517578
2022-07-13,64.16000366210938
2022-07-14,61.63999938964844
2022-07-15,62.9900016784668
2022-07-18,61.90999984741211
2022-07-19,63.47999954223633
2022-07-20,63.290000915527344
2022-07-21,63.060001373291016
2022-07-22,63.77999877929688
2022-07-25,64.79000091552734
2022-07-26,64.36000061035156
2022-07-27,64.33999633789062
2022-07-28,62.84999847412109
2022-07-29,64.47000122070312
2022-08-01,63.43000030517578
2022-08-02,62.959999084472656
2022-08-03,63.45000076293945
2022-08-04,63.130001068115234
2022-08-05,64.16000366210938
2022-08-08,64.5999984741211
2022-08-09,65.76000213623047
2022-08-10,66.81999969482422
2022-08-11,67.66000366210938
2022-08-12,68.95999908447266
2022-08-15,68.87999725341797
2022-08-16,69.69000244140625
2022-08-17,69.37999725341797
2022-08-18,69.80000305175781
2022-08-19,68.80999755859375
2022-08-22,67.25
2022-08-23,67.16999816894531
2022-08-24,67.04000091552734
2022-08-25,67.68000030517578
2022-08-26,66.19999694824219
2022-08-29,65.7300033569336
2022-08-30,65.05000305175781
2022-08-31,64.30999755859375
2022-09-01,65.16000366210938
2022-09-02,64.98999786376953
2022-09-06,65.0
2022-09-07,65.75
2022-09-08,66.37000274658203
2022-09-09,67.0199966430664
2022-09-12,67.80000305175781
2022-09-13,66.31999969482422
2022-09-14,65.66000366210938
2022-09-15,65.69999694824219
2022-09-16,65.3499984741211
2022-09-19,65.81999969482422
2022-09-20,64.95999908447266
2022-09-21,63.06999969482422
2022-09-22,62.38999938964844
2022-09-23,61.91999816894531
2022-09-26,60.630001068115234
2022-09-27,61.970001220703125
2022-09-28,63.060001373291016
2022-09-29,62.650001525878906
2022-09-30,61.93999862670898
2022-10-03,63.56999969482422
2022-10-04,65.95999908447266
2022-10-05,65.76000213623047
2022-10-06,64.83999633789062
2022-10-07,64.04000091552734
2022-10-10,63.79999923706055
2022-10-11,64.22000122070312
2022-10-12,63.66999816894531
2022-10-13,66.5199966430664
2022-10-14,64.75
2022-10-17,66.0199966430664
2022-10-18,66.80000305175781
2022-10-19,68.0
2022-10-20,65.61000061035156
2022-10-21,67.19000244140625
2022-10-24,69.33000183105469
2022-10-25,69.48999786376953
2022-10-26,69.25
2022-10-27,70.25
2022-10-28,72.16000366210938
2022-10-31,72.41000366210938
2022-11-01,73.73999786376953
2022-11-02,72.37000274658203
2022-11-03,72.81999969482422
2022-11-04,73.79000091552734
2022-11-07,73.97000122070312
2022-11-08,73.5
2022-11-09,71.91000366210938
2022-11-10,74.30000305175781
2022-11-11,73.62999725341797
2022-11-14,72.30999755859375
",
3194,US,technical,"Calculate Clorox's VaR (Historical Simulation) from October 29, 2021 to February 11, 2022. (1-day VaR; loss expressed as a positive number; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0303,easy,risk,VaR_c = -Q_{1-c}(r); Q_p is the p-th quantile,"date,close
2021-10-28,161.86000061035156
2021-10-29,163.00999450683594
2021-11-01,163.39999389648438
2021-11-02,165.38999938964844
2021-11-03,165.36000061035156
2021-11-04,164.44000244140625
2021-11-05,163.25999450683594
2021-11-08,164.27000427246094
2021-11-09,166.14999389648438
2021-11-10,165.44000244140625
2021-11-11,165.94000244140625
2021-11-12,166.0399932861328
2021-11-15,169.8800048828125
2021-11-16,169.91000366210938
2021-11-17,169.25
2021-11-18,165.77000427246094
2021-11-19,166.97999572753906
2021-11-22,167.61000061035156
2021-11-23,168.83999633789062
2021-11-24,168.07000732421875
2021-11-26,174.2100067138672
2021-11-29,169.16000366210938
2021-11-30,162.85000610351562
2021-12-01,165.75999450683594
2021-12-02,166.47000122070312
2021-12-03,168.16000366210938
2021-12-06,168.72999572753906
2021-12-07,165.25999450683594
2021-12-08,167.77999877929688
2021-12-09,166.9199981689453
2021-12-10,168.52999877929688
2021-12-13,172.0800018310547
2021-12-14,172.6699981689453
2021-12-15,176.1300048828125
2021-12-16,178.1699981689453
2021-12-17,174.16000366210938
2021-12-20,176.60000610351562
2021-12-21,171.16000366210938
2021-12-22,170.77000427246094
2021-12-23,169.8300018310547
2021-12-27,170.88999938964844
2021-12-28,171.92999267578125
2021-12-29,171.3800048828125
2021-12-30,172.32000732421875
2021-12-31,174.36000061035156
2022-01-03,174.92999267578125
2022-01-04,175.58999633789062
2022-01-05,177.42999267578125
2022-01-06,178.5399932861328
2022-01-07,179.89999389648438
2022-01-10,179.6999969482422
2022-01-11,179.57000732421875
2022-01-12,182.00999450683597
2022-01-13,182.97000122070312
2022-01-14,186.6000061035156
2022-01-18,181.00999450683597
2022-01-19,181.1300048828125
2022-01-20,175.97999572753906
2022-01-21,178.60000610351562
2022-01-24,176.9499969482422
2022-01-25,174.52999877929688
2022-01-26,164.72000122070312
2022-01-27,165.47000122070312
2022-01-28,166.94000244140625
2022-01-31,167.86000061035156
2022-02-01,168.74000549316406
2022-02-02,166.99000549316406
2022-02-03,165.33999633789062
2022-02-04,141.41000366210938
2022-02-07,146.2100067138672
2022-02-08,143.22000122070312
2022-02-09,142.8300018310547
2022-02-10,141.3800048828125
2022-02-11,144.0399932861328
",
3195,US,technical,"What is the value of Expected Shortfall (Parametric) for Trade Desk (The) from December 22, 2021 to August 01, 2022? (1-day ES; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.1166,easy,risk,ES_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2021-12-21,93.52999877929688
2021-12-22,93.48999786376952
2021-12-23,96.0500030517578
2021-12-27,97.68000030517578
2021-12-28,94.79000091552734
2021-12-29,92.56999969482422
2021-12-30,94.2699966430664
2021-12-31,91.63999938964844
2022-01-03,90.11000061035156
2022-01-04,85.36000061035156
2022-01-05,79.63999938964844
2022-01-06,76.93000030517578
2022-01-07,78.94000244140625
2022-01-10,81.0
2022-01-11,84.87999725341797
2022-01-12,82.38999938964844
2022-01-13,75.76000213623047
2022-01-14,75.47000122070312
2022-01-18,71.0
2022-01-19,69.0
2022-01-20,67.7300033569336
2022-01-21,59.45000076293945
2022-01-24,65.33000183105469
2022-01-25,62.66999816894531
2022-01-26,61.459999084472656
2022-01-27,60.16999816894531
2022-01-28,63.59999847412109
2022-01-31,69.54000091552734
2022-02-01,71.08999633789062
2022-02-02,70.01000213623047
2022-02-03,65.83999633789062
2022-02-04,73.04000091552734
2022-02-07,73.56999969482422
2022-02-08,76.48999786376953
2022-02-09,79.94000244140625
2022-02-10,82.13999938964844
2022-02-11,76.30000305175781
2022-02-14,76.51000213623047
2022-02-15,80.5199966430664
2022-02-16,80.91000366210938
2022-02-17,79.41000366210938
2022-02-18,78.05000305175781
2022-02-22,74.80000305175781
2022-02-23,74.12000274658203
2022-02-24,82.81999969482422
2022-02-25,83.62999725341797
2022-02-28,85.31999969482422
2022-03-01,82.08000183105469
2022-03-02,82.26000213623047
2022-03-03,79.27999877929688
2022-03-04,75.66000366210938
2022-03-07,66.11000061035156
2022-03-08,62.34999847412109
2022-03-09,66.4000015258789
2022-03-10,63.02999877929688
2022-03-11,56.79999923706055
2022-03-14,52.47999954223633
2022-03-15,53.869998931884766
2022-03-16,60.310001373291016
2022-03-17,65.41000366210938
2022-03-18,68.80999755859375
2022-03-21,66.95999908447266
2022-03-22,67.75
2022-03-23,66.63999938964844
2022-03-24,68.4000015258789
2022-03-25,65.44999694824219
2022-03-28,68.88999938964844
2022-03-29,73.33000183105469
2022-03-30,71.62999725341797
2022-03-31,69.25
2022-04-01,72.33000183105469
2022-04-04,75.22000122070312
2022-04-05,71.97000122070312
2022-04-06,67.7300033569336
2022-04-07,68.55999755859375
2022-04-08,67.79000091552734
2022-04-11,67.19999694824219
2022-04-12,65.83999633789062
2022-04-13,67.01000213623047
2022-04-14,63.58000183105469
2022-04-18,62.02999877929688
2022-04-19,66.88999938964844
2022-04-20,66.91999816894531
2022-04-21,63.470001220703125
2022-04-22,59.43999862670898
2022-04-25,63.02000045776367
2022-04-26,59.56999969482422
2022-04-27,57.02999877929688
2022-04-28,60.79999923706055
2022-04-29,58.91999816894531
2022-05-02,62.08000183105469
2022-05-03,60.29999923706055
2022-05-04,62.4900016784668
2022-05-05,55.15999984741211
2022-05-06,48.91999816894531
2022-05-09,44.9900016784668
2022-05-10,43.75
2022-05-11,43.34000015258789
2022-05-12,44.84000015258789
2022-05-13,51.91999816894531
2022-05-16,50.970001220703125
2022-05-17,53.369998931884766
2022-05-18,50.77999877929688
2022-05-19,53.68000030517578
2022-05-20,52.63999938964844
2022-05-23,52.5
2022-05-24,42.77999877929688
2022-05-25,46.33000183105469
2022-05-26,49.02999877929688
2022-05-27,52.4900016784668
2022-05-31,52.04999923706055
2022-06-01,51.560001373291016
2022-06-02,54.61000061035156
2022-06-03,51.150001525878906
2022-06-06,52.65999984741211
2022-06-07,53.209999084472656
2022-06-08,54.709999084472656
2022-06-09,52.5099983215332
2022-06-10,49.27000045776367
2022-06-13,45.58000183105469
2022-06-14,45.400001525878906
2022-06-15,48.13999938964844
2022-06-16,44.22999954223633
2022-06-17,46.29999923706055
2022-06-21,47.060001373291016
2022-06-22,45.380001068115234
2022-06-23,47.470001220703125
2022-06-24,49.4900016784668
2022-06-27,47.84000015258789
2022-06-28,44.150001525878906
2022-06-29,43.34000015258789
2022-06-30,41.88999938964844
2022-07-01,41.65999984741211
2022-07-05,44.290000915527344
2022-07-06,42.9900016784668
2022-07-07,45.52999877929688
2022-07-08,45.630001068115234
2022-07-11,43.5099983215332
2022-07-12,45.150001525878906
2022-07-13,44.15999984741211
2022-07-14,41.209999084472656
2022-07-15,43.09999847412109
2022-07-18,43.619998931884766
2022-07-19,46.02000045776367
2022-07-20,49.77999877929688
2022-07-21,50.9900016784668
2022-07-22,47.27000045776367
2022-07-25,46.560001373291016
2022-07-26,42.72999954223633
2022-07-27,46.630001068115234
2022-07-28,47.130001068115234
2022-07-29,45.0
2022-08-01,45.43000030517578
",
3196,US,technical,"From April 07, 2022 to July 29, 2022, what is Brown & Brown's Expected Shortfall (Parametric)? (1-day ES; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0433,easy,risk,ES_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2022-04-06,72.87999725341797
2022-04-07,73.4000015258789
2022-04-08,72.95999908447266
2022-04-11,72.51000213623047
2022-04-12,71.94000244140625
2022-04-13,71.8499984741211
2022-04-14,71.26000213623047
2022-04-18,69.91999816894531
2022-04-19,70.16000366210938
2022-04-20,71.05999755859375
2022-04-21,70.68000030517578
2022-04-22,67.7300033569336
2022-04-25,68.44999694824219
2022-04-26,65.68000030517578
2022-04-27,64.70999908447266
2022-04-28,65.7699966430664
2022-04-29,61.97999954223633
2022-05-02,60.08000183105469
2022-05-03,59.959999084472656
2022-05-04,61.5099983215332
2022-05-05,58.959999084472656
2022-05-06,58.2400016784668
2022-05-09,56.58000183105469
2022-05-10,57.54999923706055
2022-05-11,56.09000015258789
2022-05-12,56.060001373291016
2022-05-13,57.900001525878906
2022-05-16,57.459999084472656
2022-05-17,58.27999877929688
2022-05-18,55.2599983215332
2022-05-19,54.709999084472656
2022-05-20,55.0
2022-05-23,55.970001220703125
2022-05-24,55.959999084472656
2022-05-25,56.18000030517578
2022-05-26,58.09999847412109
2022-05-27,59.95000076293945
2022-05-31,59.369998931884766
2022-06-01,58.0099983215332
2022-06-02,59.61000061035156
2022-06-03,58.7400016784668
2022-06-06,58.91999816894531
2022-06-07,59.25
2022-06-08,58.43999862670898
2022-06-09,56.84000015258789
2022-06-10,55.75
2022-06-13,54.4900016784668
2022-06-14,54.65999984741211
2022-06-15,54.93999862670898
2022-06-16,53.27999877929688
2022-06-17,53.5
2022-06-21,54.869998931884766
2022-06-22,55.4900016784668
2022-06-23,57.290000915527344
2022-06-24,59.060001373291016
2022-06-27,59.02000045776367
2022-06-28,57.709999084472656
2022-06-29,58.0
2022-06-30,58.34000015258789
2022-07-01,59.33000183105469
2022-07-05,59.900001525878906
2022-07-06,60.41999816894531
2022-07-07,60.45000076293945
2022-07-08,60.08000183105469
2022-07-11,59.650001525878906
2022-07-12,59.040000915527344
2022-07-13,58.88999938964844
2022-07-14,58.29999923706055
2022-07-15,59.310001373291016
2022-07-18,58.7599983215332
2022-07-19,60.84999847412109
2022-07-20,60.68000030517578
2022-07-21,62.36000061035156
2022-07-22,61.970001220703125
2022-07-25,62.38999938964844
2022-07-26,61.68999862670898
2022-07-27,63.08000183105469
2022-07-28,64.37999725341797
2022-07-29,65.0999984741211
",
3197,US,technical,"What was KLA Corporation's Expected Shortfall (Parametric) during the period October 11, 2024 to August 04, 2025? (1-day ES; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0577,easy,risk,ES_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2024-10-10,797.97998046875
2024-10-11,803.72998046875
2024-10-14,829.6500244140625
2024-10-15,707.719970703125
2024-10-16,682.5900268554688
2024-10-17,670.25
2024-10-18,678.52001953125
2024-10-21,673.6099853515625
2024-10-22,670.0800170898438
2024-10-23,664.6300048828125
2024-10-24,666.1599731445312
2024-10-25,673.0700073242188
2024-10-28,674.3499755859375
2024-10-29,696.22998046875
2024-10-30,691.7999877929688
2024-10-31,666.22998046875
2024-11-01,669.3800048828125
2024-11-04,663.3699951171875
2024-11-05,670.3300170898438
2024-11-06,669.6599731445312
2024-11-07,686.1500244140625
2024-11-08,687.4099731445312
2024-11-11,666.030029296875
2024-11-12,664.780029296875
2024-11-13,644.5499877929688
2024-11-14,645.0
2024-11-15,614.4600219726562
2024-11-18,620.260009765625
2024-11-19,615.6599731445312
2024-11-20,616.8300170898438
2024-11-21,633.1599731445312
2024-11-22,639.5499877929688
2024-11-25,644.6699829101562
2024-11-26,631.469970703125
2024-11-27,632.1400146484375
2024-11-29,647.030029296875
2024-12-02,666.030029296875
2024-12-03,665.719970703125
2024-12-04,666.219970703125
2024-12-05,642.6099853515625
2024-12-06,648.3400268554688
2024-12-09,652.3699951171875
2024-12-10,641.8699951171875
2024-12-11,648.8400268554688
2024-12-12,646.5999755859375
2024-12-13,653.760009765625
2024-12-16,656.1300048828125
2024-12-17,654.8800048828125
2024-12-18,630.77001953125
2024-12-19,622.1799926757812
2024-12-20,629.3699951171875
2024-12-23,647.989990234375
2024-12-24,650.530029296875
2024-12-26,648.5499877929688
2024-12-27,644.8099975585938
2024-12-30,633.6400146484375
2024-12-31,630.1199951171875
2025-01-02,636.6199951171875
2025-01-03,657.010009765625
2025-01-06,690.2999877929688
2025-01-07,689.2999877929688
2025-01-08,686.2000122070312
2025-01-10,683.0599975585938
2025-01-13,690.989990234375
2025-01-14,701.260009765625
2025-01-15,716.25
2025-01-16,747.260009765625
2025-01-17,757.469970703125
2025-01-21,767.239990234375
2025-01-22,771.9099731445312
2025-01-23,760.9500122070312
2025-01-24,749.8200073242188
2025-01-27,702.7100219726562
2025-01-28,702.9199829101562
2025-01-29,712.969970703125
2025-01-30,742.4299926757812
2025-01-31,738.239990234375
2025-02-03,740.2100219726562
2025-02-04,749.3200073242188
2025-02-05,759.1500244140625
2025-02-06,761.8200073242188
2025-02-07,747.7000122070312
2025-02-10,751.4600219726562
2025-02-11,758.6199951171875
2025-02-12,750.5499877929688
2025-02-13,764.280029296875
2025-02-14,750.739990234375
2025-02-18,758.25
2025-02-19,774.75
2025-02-20,777.6300048828125
2025-02-21,754.2999877929688
2025-02-24,737.5700073242188
2025-02-25,724.969970703125
2025-02-26,738.52001953125
2025-02-27,699.1599731445312
2025-02-28,708.8400268554688
2025-03-03,691.1500244140625
2025-03-04,699.0
2025-03-05,715.8099975585938
2025-03-06,692.1300048828125
2025-03-07,711.2899780273438
2025-03-10,678.3599853515625
2025-03-11,664.219970703125
2025-03-12,680.3900146484375
2025-03-13,681.5
2025-03-14,713.0
2025-03-17,718.2899780273438
2025-03-18,710.0
2025-03-19,719.6099853515625
2025-03-20,716.4600219726562
2025-03-21,706.489990234375
2025-03-24,727.72998046875
2025-03-25,721.8499755859375
2025-03-26,705.5399780273438
2025-03-27,700.0
2025-03-28,673.5999755859375
2025-03-31,679.7999877929688
2025-04-01,682.4600219726562
2025-04-02,686.1900024414062
2025-04-03,620.8200073242188
2025-04-04,576.530029296875
2025-04-07,604.6199951171875
2025-04-08,599.510009765625
2025-04-09,703.3099975585938
2025-04-10,656.760009765625
2025-04-11,670.219970703125
2025-04-14,669.969970703125
2025-04-15,676.2100219726562
2025-04-16,642.1900024414062
2025-04-17,634.4299926757812
2025-04-21,620.7999877929688
2025-04-22,636.3599853515625
2025-04-23,657.1099853515625
2025-04-24,689.4199829101562
2025-04-25,694.6099853515625
2025-04-28,693.719970703125
2025-04-29,687.9500122070312
2025-04-30,702.6900024414062
2025-05-01,676.3099975585938
2025-05-02,698.1599731445312
2025-05-05,693.2899780273438
2025-05-06,679.4199829101562
2025-05-07,694.3499755859375
2025-05-08,703.3300170898438
2025-05-09,701.2000122070312
2025-05-12,760.469970703125
2025-05-13,795.9000244140625
2025-05-14,805.0
2025-05-15,806.0
2025-05-16,791.1699829101562
2025-05-19,787.010009765625
2025-05-20,790.2899780273438
2025-05-21,778.9400024414062
2025-05-22,767.510009765625
2025-05-23,757.1699829101562
2025-05-27,789.0599975585938
2025-05-28,777.5
2025-05-29,773.969970703125
2025-05-30,756.8800048828125
2025-06-02,762.4400024414062
2025-06-03,775.7899780273438
2025-06-04,782.0900268554688
2025-06-05,791.8900146484375
2025-06-06,808.0
2025-06-09,829.2899780273438
2025-06-10,856.5900268554688
2025-06-11,872.0
2025-06-12,875.0
2025-06-13,867.6699829101562
2025-06-16,892.3800048828125
2025-06-17,893.0
2025-06-18,871.1599731445312
2025-06-20,850.0
2025-06-23,856.280029296875
2025-06-24,889.030029296875
2025-06-25,893.4600219726562
2025-06-26,902.9400024414062
2025-06-27,889.8699951171875
2025-06-30,895.739990234375
2025-07-01,898.8499755859375
2025-07-02,921.0999755859376
2025-07-03,924.5800170898438
2025-07-07,912.6199951171876
2025-07-08,919.219970703125
2025-07-09,923.1799926757812
2025-07-10,928.6199951171876
2025-07-11,924.5800170898438
2025-07-14,921.8400268554688
2025-07-15,936.530029296875
2025-07-16,933.489990234375
2025-07-17,937.0800170898438
2025-07-18,931.1199951171876
2025-07-21,937.760009765625
2025-07-22,892.219970703125
2025-07-23,897.0900268554688
2025-07-24,904.1799926757812
2025-07-25,902.0900268554688
2025-07-28,923.1500244140624
2025-07-29,916.0900268554688
2025-07-30,924.989990234375
2025-07-31,879.030029296875
2025-08-01,886.6400146484375
2025-08-04,915.6199951171876
",
3198,US,technical,"For Expected Shortfall (Parametric), what is Skyworks Solutions's value from October 22, 2023 to July 30, 2024? (1-day ES; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0431,easy,risk,ES_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2023-10-20,92.19000244140624
2023-10-23,90.45999908447266
2023-10-24,91.5199966430664
2023-10-25,88.56999969482422
2023-10-26,88.61000061035156
2023-10-27,88.2300033569336
2023-10-30,86.44999694824219
2023-10-31,86.73999786376953
2023-11-01,87.05999755859375
2023-11-02,89.5
2023-11-03,91.0500030517578
2023-11-06,90.0
2023-11-07,89.36000061035156
2023-11-08,87.9000015258789
2023-11-09,86.5
2023-11-10,90.02999877929688
2023-11-13,88.91000366210938
2023-11-14,92.8499984741211
2023-11-15,94.04000091552734
2023-11-16,93.37000274658205
2023-11-17,94.1999969482422
2023-11-20,94.73999786376952
2023-11-21,93.68000030517578
2023-11-22,94.2699966430664
2023-11-24,94.9000015258789
2023-11-27,94.5999984741211
2023-11-28,94.77999877929688
2023-11-29,96.0
2023-11-30,96.93000030517578
2023-12-01,98.19000244140624
2023-12-04,98.94000244140624
2023-12-05,99.04000091552734
2023-12-06,100.3000030517578
2023-12-07,102.27999877929688
2023-12-08,103.77999877929688
2023-12-11,106.69000244140624
2023-12-12,106.66999816894533
2023-12-13,108.97000122070312
2023-12-14,113.41000366210938
2023-12-15,112.58999633789062
2023-12-18,111.2699966430664
2023-12-19,111.61000061035156
2023-12-20,109.56999969482422
2023-12-21,112.18000030517578
2023-12-22,112.83999633789062
2023-12-26,114.51000213623048
2023-12-27,114.41000366210938
2023-12-28,113.91999816894533
2023-12-29,112.41999816894533
2024-01-02,109.11000061035156
2024-01-03,105.20999908447266
2024-01-04,103.22000122070312
2024-01-05,103.2699966430664
2024-01-08,106.06999969482422
2024-01-09,104.58000183105467
2024-01-10,104.33000183105467
2024-01-11,103.08999633789062
2024-01-12,102.4800033569336
2024-01-16,102.3000030517578
2024-01-17,100.22000122070312
2024-01-18,103.7300033569336
2024-01-19,106.04000091552734
2024-01-22,108.58999633789062
2024-01-23,109.79000091552734
2024-01-24,107.8000030517578
2024-01-25,107.02999877929688
2024-01-26,104.58999633789062
2024-01-29,106.1500015258789
2024-01-30,104.33000183105467
2024-01-31,104.45999908447266
2024-02-01,102.95999908447266
2024-02-02,101.16000366210938
2024-02-05,100.79000091552734
2024-02-06,103.0500030517578
2024-02-07,103.70999908447266
2024-02-08,104.58999633789062
2024-02-09,105.0500030517578
2024-02-12,106.12000274658205
2024-02-13,103.37999725341795
2024-02-14,105.83000183105467
2024-02-15,105.56999969482422
2024-02-16,103.75
2024-02-20,103.91999816894533
2024-02-21,103.5199966430664
2024-02-22,104.93000030517578
2024-02-23,103.8499984741211
2024-02-26,103.7300033569336
2024-02-27,104.16999816894533
2024-02-28,101.81999969482422
2024-02-29,104.91999816894533
2024-03-01,106.44000244140624
2024-03-04,104.9000015258789
2024-03-05,100.33000183105467
2024-03-06,104.5
2024-03-07,107.8000030517578
2024-03-08,106.31999969482422
2024-03-11,107.6500015258789
2024-03-12,109.31999969482422
2024-03-13,107.37999725341795
2024-03-14,105.12999725341795
2024-03-15,104.06999969482422
2024-03-18,103.08999633789062
2024-03-19,103.52999877929688
2024-03-20,105.55999755859376
2024-03-21,106.16999816894533
2024-03-22,105.56999969482422
2024-03-25,104.95999908447266
2024-03-26,104.0199966430664
2024-03-27,107.88999938964844
2024-03-28,108.31999969482422
2024-04-01,107.04000091552734
2024-04-02,106.62999725341795
2024-04-03,106.94000244140624
2024-04-04,104.73999786376952
2024-04-05,105.4800033569336
2024-04-08,104.13999938964844
2024-04-09,106.9000015258789
2024-04-10,102.7699966430664
2024-04-11,104.33000183105467
2024-04-12,101.5500030517578
2024-04-15,100.23999786376952
2024-04-16,99.01000213623048
2024-04-17,98.47000122070312
2024-04-18,97.62000274658205
2024-04-19,96.11000061035156
2024-04-22,98.11000061035156
2024-04-23,99.3000030517578
2024-04-24,101.12000274658205
2024-04-25,102.9499969482422
2024-04-26,104.3000030517578
2024-04-29,107.86000061035156
2024-04-30,106.58999633789062
2024-05-01,90.3000030517578
2024-05-02,89.72000122070312
2024-05-03,92.51000213623048
2024-05-06,91.77999877929688
2024-05-07,92.55999755859376
2024-05-08,93.23999786376952
2024-05-09,92.25
2024-05-10,92.1999969482422
2024-05-13,93.9000015258789
2024-05-14,94.41999816894533
2024-05-15,94.38999938964844
2024-05-16,94.08999633789062
2024-05-17,93.62000274658205
2024-05-20,94.0500030517578
2024-05-21,92.4499969482422
2024-05-22,93.43000030517578
2024-05-23,91.20999908447266
2024-05-24,92.16000366210938
2024-05-28,91.3499984741211
2024-05-29,90.0199966430664
2024-05-30,90.68000030517578
2024-05-31,92.66000366210938
2024-06-03,91.38999938964844
2024-06-04,90.68000030517578
2024-06-05,92.27999877929688
2024-06-06,91.72000122070312
2024-06-07,90.80999755859376
2024-06-10,93.5199966430664
2024-06-11,96.22000122070312
2024-06-12,102.63999938964844
2024-06-13,106.33000183105467
2024-06-14,104.37000274658205
2024-06-17,106.3000030517578
2024-06-18,106.45999908447266
2024-06-20,105.8000030517578
2024-06-21,106.37999725341795
2024-06-24,104.95999908447266
2024-06-25,107.37999725341795
2024-06-26,106.13999938964844
2024-06-27,105.5999984741211
2024-06-28,106.58000183105467
2024-07-01,106.4000015258789
2024-07-02,106.95999908447266
2024-07-03,104.62999725341795
2024-07-05,105.55999755859376
2024-07-08,106.37999725341795
2024-07-09,106.41000366210938
2024-07-10,110.81999969482422
2024-07-11,109.9499969482422
2024-07-12,112.33000183105467
2024-07-15,115.87999725341795
2024-07-16,120.68000030517578
2024-07-17,116.55999755859376
2024-07-18,117.38999938964844
2024-07-19,114.26000213623048
2024-07-22,118.41000366210938
2024-07-23,117.5
2024-07-24,113.6500015258789
2024-07-25,112.68000030517578
2024-07-26,116.18000030517578
2024-07-29,117.41000366210938
2024-07-30,117.69000244140624
",
3199,US,technical,"Calculate Fox Corporation (Class B)'s Expected Shortfall (Parametric) from June 06, 2024 to April 18, 2025. (1-day ES; assumes normality; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0328,easy,risk,ES_c = \phi(\Phi^{-1}(c)) / (1 - c) * \sigma(r) - \mu(r),"date,close
2024-06-05,32.2599983215332
2024-06-06,31.979999542236328
2024-06-07,31.770000457763672
2024-06-10,31.399999618530277
2024-06-11,31.100000381469727
2024-06-12,31.13999938964844
2024-06-13,30.96999931335449
2024-06-14,30.940000534057617
2024-06-17,31.030000686645508
2024-06-18,31.209999084472656
2024-06-20,31.90999984741211
2024-06-21,32.060001373291016
2024-06-24,32.06999969482422
2024-06-25,32.209999084472656
2024-06-26,32.099998474121094
2024-06-27,31.770000457763672
2024-06-28,32.02000045776367
2024-07-01,31.799999237060547
2024-07-02,32.29999923706055
2024-07-03,32.439998626708984
2024-07-05,32.15999984741211
2024-07-08,32.13999938964844
2024-07-09,32.7599983215332
2024-07-10,32.93000030517578
2024-07-11,33.25
2024-07-12,33.349998474121094
2024-07-15,33.54999923706055
2024-07-16,34.220001220703125
2024-07-17,34.849998474121094
2024-07-18,34.61000061035156
2024-07-19,34.33000183105469
2024-07-22,34.43000030517578
2024-07-23,34.54999923706055
2024-07-24,34.470001220703125
2024-07-25,34.459999084472656
2024-07-26,34.91999816894531
2024-07-29,35.189998626708984
2024-07-30,35.79999923706055
2024-07-31,35.43000030517578
2024-08-01,35.20000076293945
2024-08-02,34.880001068115234
2024-08-05,34.040000915527344
2024-08-06,36.18999862670898
2024-08-07,36.560001373291016
2024-08-08,36.68999862670898
2024-08-09,36.59999847412109
2024-08-12,36.25
2024-08-13,36.2599983215332
2024-08-14,36.33000183105469
2024-08-15,36.29999923706055
2024-08-16,36.7599983215332
2024-08-19,36.880001068115234
2024-08-20,37.150001525878906
2024-08-21,37.56999969482422
2024-08-22,37.93000030517578
2024-08-23,38.13999938964844
2024-08-26,38.20000076293945
2024-08-27,38.11000061035156
2024-08-28,38.27000045776367
2024-08-29,38.22999954223633
2024-08-30,38.43000030517578
2024-09-03,38.02999877929688
2024-09-04,38.18999862670898
2024-09-05,37.369998931884766
2024-09-06,37.36000061035156
2024-09-09,37.09000015258789
2024-09-10,36.84999847412109
2024-09-11,36.43000030517578
2024-09-12,36.040000915527344
2024-09-13,36.77999877929688
2024-09-16,36.77000045776367
2024-09-17,37.43999862670898
2024-09-18,37.560001373291016
2024-09-19,37.52999877929688
2024-09-20,37.27999877929688
2024-09-23,37.81999969482422
2024-09-24,38.86000061035156
2024-09-25,38.43999862670898
2024-09-26,38.66999816894531
2024-09-27,38.84000015258789
2024-09-30,38.79999923706055
2024-10-01,39.0
2024-10-02,38.66999816894531
2024-10-03,38.4900016784668
2024-10-04,38.540000915527344
2024-10-07,38.34000015258789
2024-10-08,38.52000045776367
2024-10-09,38.4900016784668
2024-10-10,38.04999923706055
2024-10-11,38.0
2024-10-14,38.209999084472656
2024-10-15,38.459999084472656
2024-10-16,38.75
2024-10-17,39.06999969482422
2024-10-18,38.970001220703125
2024-10-21,38.52000045776367
2024-10-22,38.70000076293945
2024-10-23,38.40999984741211
2024-10-24,38.34000015258789
2024-10-25,38.34999847412109
2024-10-28,38.68000030517578
2024-10-29,38.77000045776367
2024-10-30,38.95000076293945
2024-10-31,38.959999084472656
2024-11-01,38.88999938964844
2024-11-04,39.959999084472656
2024-11-05,40.65999984741211
2024-11-06,42.380001068115234
2024-11-07,41.56999969482422
2024-11-08,41.560001373291016
2024-11-11,42.5
2024-11-12,43.650001525878906
2024-11-13,43.45500183105469
2024-11-14,44.220001220703125
2024-11-15,42.869998931884766
2024-11-18,42.75
2024-11-19,43.209999084472656
2024-11-20,43.369998931884766
2024-11-21,44.119998931884766
2024-11-22,44.369998931884766
2024-11-25,43.709999084472656
2024-11-26,43.810001373291016
2024-11-27,44.36000061035156
2024-11-29,44.72999954223633
2024-12-02,44.40999984741211
2024-12-03,44.04999923706055
2024-12-04,44.02000045776367
2024-12-05,44.25
2024-12-06,44.63999938964844
2024-12-09,43.75
2024-12-10,43.93000030517578
2024-12-11,43.7599983215332
2024-12-12,44.959999084472656
2024-12-13,44.720001220703125
2024-12-16,44.650001525878906
2024-12-17,46.470001220703125
2024-12-18,46.52999877929688
2024-12-19,45.970001220703125
2024-12-20,46.650001525878906
2024-12-23,46.61000061035156
2024-12-24,47.150001525878906
2024-12-26,46.91999816894531
2024-12-27,46.630001068115234
2024-12-30,46.08000183105469
2024-12-31,45.7400016784668
2025-01-02,46.2400016784668
2025-01-03,46.720001220703125
2025-01-06,47.06999969482422
2025-01-07,46.810001373291016
2025-01-08,46.61000061035156
2025-01-10,45.86000061035156
2025-01-13,45.93999862670898
2025-01-14,46.540000915527344
2025-01-15,46.18000030517578
2025-01-16,45.93999862670898
2025-01-17,45.65999984741211
2025-01-21,45.63999938964844
2025-01-22,45.77999877929688
2025-01-23,46.02999877929688
2025-01-24,46.54999923706055
2025-01-27,47.70000076293945
2025-01-28,47.58000183105469
2025-01-29,47.84999847412109
2025-01-30,48.369998931884766
2025-01-31,48.59999847412109
2025-02-03,49.18999862670898
2025-02-04,51.54999923706055
2025-02-05,51.27000045776367
2025-02-06,50.459999084472656
2025-02-07,50.09999847412109
2025-02-10,50.34999847412109
2025-02-11,50.54999923706055
2025-02-12,51.45000076293945
2025-02-13,52.16999816894531
2025-02-14,52.38999938964844
2025-02-18,52.75
2025-02-19,53.61000061035156
2025-02-20,53.369998931884766
2025-02-21,53.0099983215332
2025-02-24,54.22999954223633
2025-02-25,53.27999877929688
2025-02-26,53.310001373291016
2025-02-27,52.900001525878906
2025-02-28,54.06999969482422
2025-03-03,53.45000076293945
2025-03-04,52.61000061035156
2025-03-05,52.56999969482422
2025-03-06,51.5
2025-03-07,51.59999847412109
2025-03-10,50.0
2025-03-11,48.9900016784668
2025-03-12,48.41999816894531
2025-03-13,47.119998931884766
2025-03-14,48.470001220703125
2025-03-17,48.66999816894531
2025-03-18,48.45000076293945
2025-03-19,49.08000183105469
2025-03-20,49.400001525878906
2025-03-21,49.70000076293945
2025-03-24,49.709999084472656
2025-03-25,50.86000061035156
2025-03-26,51.15999984741211
2025-03-27,50.72999954223633
2025-03-28,50.52000045776367
2025-03-31,52.709999084472656
2025-04-01,51.77000045776367
2025-04-02,53.0
2025-04-03,47.900001525878906
2025-04-04,45.72999954223633
2025-04-07,44.52999877929688
2025-04-08,43.810001373291016
2025-04-09,47.709999084472656
2025-04-10,46.0099983215332
2025-04-11,45.650001525878906
2025-04-14,46.040000915527344
2025-04-15,46.34000015258789
2025-04-16,44.70000076293945
2025-04-17,44.56999969482422
",
3200,US,technical,"What is the value of Expected Shortfall (Historical Simulation) for Weyerhaeuser from April 29, 2019 to March 19, 2020? (1-day ES; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0834,easy,risk,ES_c = -E[r | r \le Q_{1-c}(r)],"date,close
2019-04-26,27.3700008392334
2019-04-29,26.459999084472656
2019-04-30,26.799999237060547
2019-05-01,26.63999938964844
2019-05-02,26.459999084472656
2019-05-03,26.780000686645508
2019-05-06,26.600000381469727
2019-05-07,26.030000686645508
2019-05-08,25.6299991607666
2019-05-09,25.65999984741211
2019-05-10,25.549999237060547
2019-05-13,25.13999938964844
2019-05-14,24.979999542236328
2019-05-15,24.950000762939453
2019-05-16,25.059999465942383
2019-05-17,24.350000381469727
2019-05-20,23.459999084472656
2019-05-21,23.51000022888184
2019-05-22,23.1299991607666
2019-05-23,22.90999984741211
2019-05-24,23.01000022888184
2019-05-28,22.57999992370605
2019-05-29,22.56999969482422
2019-05-30,22.520000457763672
2019-05-31,22.799999237060547
2019-06-03,22.899999618530277
2019-06-04,23.420000076293945
2019-06-05,23.34000015258789
2019-06-06,23.100000381469727
2019-06-07,23.790000915527344
2019-06-10,24.11000061035156
2019-06-11,24.46999931335449
2019-06-12,25.059999465942383
2019-06-13,25.280000686645508
2019-06-14,25.709999084472656
2019-06-17,25.670000076293945
2019-06-18,25.979999542236328
2019-06-19,26.059999465942383
2019-06-20,26.559999465942383
2019-06-21,26.149999618530277
2019-06-24,25.82999992370605
2019-06-25,25.559999465942383
2019-06-26,25.450000762939453
2019-06-27,25.96999931335449
2019-06-28,26.34000015258789
2019-07-01,26.399999618530277
2019-07-02,26.520000457763672
2019-07-03,26.850000381469727
2019-07-05,26.61000061035156
2019-07-08,26.43000030517578
2019-07-09,26.290000915527344
2019-07-10,26.309999465942383
2019-07-11,25.809999465942383
2019-07-12,25.540000915527344
2019-07-15,25.540000915527344
2019-07-16,25.739999771118164
2019-07-17,25.299999237060547
2019-07-18,25.100000381469727
2019-07-19,25.09000015258789
2019-07-22,25.13999938964844
2019-07-23,25.3700008392334
2019-07-24,25.540000915527344
2019-07-25,25.06999969482422
2019-07-26,26.209999084472656
2019-07-29,25.84000015258789
2019-07-30,26.09000015258789
2019-07-31,25.40999984741211
2019-08-01,25.030000686645508
2019-08-02,25.100000381469727
2019-08-05,24.46999931335449
2019-08-06,24.36000061035156
2019-08-07,24.68000030517578
2019-08-08,25.13999938964844
2019-08-09,24.739999771118164
2019-08-12,24.709999084472656
2019-08-13,25.09000015258789
2019-08-14,24.5
2019-08-15,24.780000686645508
2019-08-16,25.15999984741211
2019-08-19,25.18000030517578
2019-08-20,25.030000686645508
2019-08-21,25.5
2019-08-22,25.63999938964844
2019-08-23,25.1200008392334
2019-08-26,25.450000762939453
2019-08-27,25.049999237060547
2019-08-28,25.649999618530277
2019-08-29,26.11000061035156
2019-08-30,26.309999465942383
2019-09-03,26.399999618530277
2019-09-04,26.6200008392334
2019-09-05,26.59000015258789
2019-09-06,26.709999084472656
2019-09-09,26.8799991607666
2019-09-10,27.34000015258789
2019-09-11,27.989999771118164
2019-09-12,27.8700008392334
2019-09-13,27.40999984741211
2019-09-16,27.59000015258789
2019-09-17,27.82999992370605
2019-09-18,27.81999969482422
2019-09-19,27.790000915527344
2019-09-20,27.63999938964844
2019-09-23,27.6200008392334
2019-09-24,27.549999237060547
2019-09-25,27.84000015258789
2019-09-26,27.899999618530277
2019-09-27,27.790000915527344
2019-09-30,27.700000762939453
2019-10-01,27.25
2019-10-02,26.729999542236328
2019-10-03,26.940000534057617
2019-10-04,27.020000457763672
2019-10-07,27.01000022888184
2019-10-08,26.36000061035156
2019-10-09,26.6200008392334
2019-10-10,26.65999984741211
2019-10-11,27.1299991607666
2019-10-14,27.170000076293945
2019-10-15,27.229999542236328
2019-10-16,27.700000762939453
2019-10-17,28.020000457763672
2019-10-18,28.280000686645508
2019-10-21,28.729999542236328
2019-10-22,29.1299991607666
2019-10-23,29.51000022888184
2019-10-24,29.13999938964844
2019-10-25,29.059999465942383
2019-10-28,29.3700008392334
2019-10-29,29.65999984741211
2019-10-30,30.030000686645508
2019-10-31,29.209999084472656
2019-11-01,29.989999771118164
2019-11-04,30.200000762939453
2019-11-05,29.670000076293945
2019-11-06,29.540000915527344
2019-11-07,29.350000381469727
2019-11-08,29.6299991607666
2019-11-11,29.540000915527344
2019-11-12,29.13999938964844
2019-11-13,28.979999542236328
2019-11-14,29.32999992370605
2019-11-15,29.350000381469727
2019-11-18,29.6200008392334
2019-11-19,29.71999931335449
2019-11-20,29.51000022888184
2019-11-21,29.030000686645508
2019-11-22,28.989999771118164
2019-11-25,29.40999984741211
2019-11-26,29.6200008392334
2019-11-27,29.75
2019-11-29,29.51000022888184
2019-12-02,29.209999084472656
2019-12-03,29.32999992370605
2019-12-04,29.600000381469727
2019-12-05,29.25
2019-12-06,29.51000022888184
2019-12-09,29.3799991607666
2019-12-10,29.0
2019-12-11,29.32999992370605
2019-12-12,29.549999237060547
2019-12-13,29.63999938964844
2019-12-16,29.649999618530277
2019-12-17,29.65999984741211
2019-12-18,29.84000015258789
2019-12-19,30.01000022888184
2019-12-20,30.149999618530277
2019-12-23,30.13999938964844
2019-12-24,29.850000381469727
2019-12-26,29.989999771118164
2019-12-27,29.979999542236328
2019-12-30,29.93000030517578
2019-12-31,30.200000762939453
2020-01-02,29.38999938964844
2020-01-03,29.440000534057617
2020-01-06,29.3799991607666
2020-01-07,29.190000534057617
2020-01-08,29.299999237060547
2020-01-09,29.540000915527344
2020-01-10,29.56999969482422
2020-01-13,30.25
2020-01-14,30.63999938964844
2020-01-15,30.93000030517578
2020-01-16,31.299999237060547
2020-01-17,30.979999542236328
2020-01-21,30.799999237060547
2020-01-22,30.489999771118164
2020-01-23,30.81999969482422
2020-01-24,30.530000686645508
2020-01-27,30.170000076293945
2020-01-28,30.38999938964844
2020-01-29,30.100000381469727
2020-01-30,30.06999969482422
2020-01-31,28.950000762939453
2020-02-03,28.21999931335449
2020-02-04,28.18000030517578
2020-02-05,28.920000076293945
2020-02-06,28.649999618530277
2020-02-07,28.57999992370605
2020-02-10,28.649999618530277
2020-02-11,28.899999618530277
2020-02-12,29.75
2020-02-13,30.25
2020-02-14,30.65999984741211
2020-02-18,30.1200008392334
2020-02-19,30.3700008392334
2020-02-20,30.8700008392334
2020-02-21,30.729999542236328
2020-02-24,29.76000022888184
2020-02-25,28.06999969482422
2020-02-26,27.399999618530277
2020-02-27,26.3700008392334
2020-02-28,25.979999542236328
2020-03-02,27.440000534057617
2020-03-03,26.729999542236328
2020-03-04,28.350000381469727
2020-03-05,26.959999084472656
2020-03-06,26.600000381469727
2020-03-09,23.950000762939453
2020-03-10,24.43000030517578
2020-03-11,22.459999084472656
2020-03-12,18.65999984741211
2020-03-13,21.920000076293945
2020-03-16,16.950000762939453
2020-03-17,18.950000762939453
2020-03-18,16.25
2020-03-19,16.139999389648438
",
3201,US,technical,"From April 01, 2021 to December 21, 2021, what is Paramount Skydance Corporation's Expected Shortfall (Historical Simulation)? (1-day ES; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0418,easy,risk,ES_c = -E[r | r \le Q_{1-c}(r)],"date,close
2021-03-31,45.09999847412109
2021-04-01,44.63999938964844
2021-04-05,42.900001525878906
2021-04-06,44.34999847412109
2021-04-07,43.88999938964844
2021-04-08,42.290000915527344
2021-04-09,41.880001068115234
2021-04-12,39.77000045776367
2021-04-13,40.4900016784668
2021-04-14,40.220001220703125
2021-04-15,39.25
2021-04-16,39.34999847412109
2021-04-19,38.400001525878906
2021-04-20,37.91999816894531
2021-04-21,40.84999847412109
2021-04-22,40.72999954223633
2021-04-23,41.709999084472656
2021-04-26,41.81999969482422
2021-04-27,42.810001373291016
2021-04-28,41.43000030517578
2021-04-29,41.5
2021-04-30,41.02000045776367
2021-05-03,39.65999984741211
2021-05-04,39.970001220703125
2021-05-05,39.09999847412109
2021-05-06,38.150001525878906
2021-05-07,39.38999938964844
2021-05-10,39.27000045776367
2021-05-11,39.47999954223633
2021-05-12,39.060001373291016
2021-05-13,38.5099983215332
2021-05-14,38.90999984741211
2021-05-17,38.40999984741211
2021-05-18,40.15999984741211
2021-05-19,39.68999862670898
2021-05-20,41.52000045776367
2021-05-21,42.150001525878906
2021-05-24,41.540000915527344
2021-05-25,40.900001525878906
2021-05-26,42.459999084472656
2021-05-27,43.150001525878906
2021-05-28,42.41999816894531
2021-06-01,42.59999847412109
2021-06-02,42.58000183105469
2021-06-03,41.58000183105469
2021-06-04,41.70000076293945
2021-06-07,41.7400016784668
2021-06-08,41.68000030517578
2021-06-09,42.25
2021-06-10,41.5099983215332
2021-06-11,42.34999847412109
2021-06-14,42.630001068115234
2021-06-15,41.66999816894531
2021-06-16,41.810001373291016
2021-06-17,40.18999862670898
2021-06-18,40.02999877929688
2021-06-21,40.959999084472656
2021-06-22,40.75
2021-06-23,41.84000015258789
2021-06-24,42.869998931884766
2021-06-25,43.81999969482422
2021-06-28,46.0
2021-06-29,44.630001068115234
2021-06-30,45.20000076293945
2021-07-01,44.95000076293945
2021-07-02,44.15999984741211
2021-07-06,42.869998931884766
2021-07-07,42.79999923706055
2021-07-08,41.459999084472656
2021-07-09,42.77000045776367
2021-07-12,43.43999862670898
2021-07-13,42.58000183105469
2021-07-14,41.88999938964844
2021-07-15,41.290000915527344
2021-07-16,40.290000915527344
2021-07-19,39.869998931884766
2021-07-20,40.38999938964844
2021-07-21,41.29999923706055
2021-07-22,40.869998931884766
2021-07-23,40.9900016784668
2021-07-26,42.15999984741211
2021-07-27,41.34000015258789
2021-07-28,41.650001525878906
2021-07-29,41.68999862670898
2021-07-30,40.93000030517578
2021-08-02,40.84000015258789
2021-08-03,38.470001220703125
2021-08-04,38.790000915527344
2021-08-05,41.54999923706055
2021-08-06,41.5
2021-08-09,40.290000915527344
2021-08-10,40.75
2021-08-11,40.81999969482422
2021-08-12,39.959999084472656
2021-08-13,39.15999984741211
2021-08-16,38.52000045776367
2021-08-17,39.02999877929688
2021-08-18,40.470001220703125
2021-08-19,39.63999938964844
2021-08-20,39.709999084472656
2021-08-23,40.33000183105469
2021-08-24,40.70000076293945
2021-08-25,40.970001220703125
2021-08-26,39.959999084472656
2021-08-27,40.88999938964844
2021-08-30,40.22999954223633
2021-08-31,41.45000076293945
2021-09-01,41.40999984741211
2021-09-02,41.540000915527344
2021-09-03,41.27999877929688
2021-09-07,41.619998931884766
2021-09-08,40.90999984741211
2021-09-09,40.34000015258789
2021-09-10,39.650001525878906
2021-09-13,40.369998931884766
2021-09-14,38.91999816894531
2021-09-15,40.369998931884766
2021-09-16,40.43000030517578
2021-09-17,39.9900016784668
2021-09-20,38.86000061035156
2021-09-21,38.65999984741211
2021-09-22,39.20000076293945
2021-09-23,40.060001373291016
2021-09-24,39.9900016784668
2021-09-27,40.43999862670898
2021-09-28,40.22999954223633
2021-09-29,40.119998931884766
2021-09-30,39.5099983215332
2021-10-01,39.900001525878906
2021-10-04,39.11000061035156
2021-10-05,39.56999969482422
2021-10-06,39.16999816894531
2021-10-07,39.84000015258789
2021-10-08,39.810001373291016
2021-10-11,39.369998931884766
2021-10-12,39.150001525878906
2021-10-13,39.369998931884766
2021-10-14,39.470001220703125
2021-10-15,38.91999816894531
2021-10-18,38.52999877929688
2021-10-19,39.06999969482422
2021-10-20,38.869998931884766
2021-10-21,37.77999877929688
2021-10-22,37.5099983215332
2021-10-25,37.61000061035156
2021-10-26,37.08000183105469
2021-10-27,35.83000183105469
2021-10-28,37.02000045776367
2021-10-29,36.220001220703125
2021-11-01,37.25
2021-11-02,37.369998931884766
2021-11-03,37.54999923706055
2021-11-04,35.900001525878906
2021-11-05,36.34000015258789
2021-11-08,35.84000015258789
2021-11-09,35.5
2021-11-10,35.38999938964844
2021-11-11,35.599998474121094
2021-11-12,35.20000076293945
2021-11-15,35.779998779296875
2021-11-16,35.150001525878906
2021-11-17,35.08000183105469
2021-11-18,34.22999954223633
2021-11-19,33.65999984741211
2021-11-22,33.540000915527344
2021-11-23,32.95000076293945
2021-11-24,33.2400016784668
2021-11-26,32.61000061035156
2021-11-29,32.279998779296875
2021-11-30,30.950000762939453
2021-12-01,29.700000762939453
2021-12-02,29.559999465942383
2021-12-03,31.06999969482422
2021-12-06,31.1200008392334
2021-12-07,31.3799991607666
2021-12-08,31.84000015258789
2021-12-09,31.06999969482422
2021-12-10,31.21999931335449
2021-12-13,30.32999992370605
2021-12-14,29.600000381469727
2021-12-15,29.559999465942383
2021-12-16,29.739999771118164
2021-12-17,29.520000457763672
2021-12-20,28.68000030517578
2021-12-21,29.350000381469727
",
3202,US,technical,"What was Targa Resources's Expected Shortfall (Historical Simulation) during the period February 19, 2020 to March 31, 2020? (1-day ES; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.4365,easy,risk,ES_c = -E[r | r \le Q_{1-c}(r)],"date,close
2020-02-18,36.86000061035156
2020-02-19,36.95000076293945
2020-02-20,39.45000076293945
2020-02-21,39.13999938964844
2020-02-24,37.7599983215332
2020-02-25,35.66999816894531
2020-02-26,34.7400016784668
2020-02-27,32.27000045776367
2020-02-28,32.400001525878906
2020-03-02,33.90999984741211
2020-03-03,33.06999969482422
2020-03-04,33.959999084472656
2020-03-05,32.5
2020-03-06,27.86000061035156
2020-03-09,13.119999885559082
2020-03-10,14.149999618530272
2020-03-11,14.449999809265137
2020-03-12,11.119999885559082
2020-03-13,12.479999542236328
2020-03-16,9.829999923706056
2020-03-17,7.210000038146973
2020-03-18,4.730000019073486
2020-03-19,6.389999866485596
2020-03-20,7.300000190734863
2020-03-23,7.099999904632568
2020-03-24,8.020000457763672
2020-03-25,8.180000305175781
2020-03-26,7.650000095367432
2020-03-27,6.989999771118164
2020-03-30,6.480000019073486
2020-03-31,6.909999847412109
",
3203,US,technical,"For Expected Shortfall (Historical Simulation), what is T-Mobile US's value from March 17, 2023 to January 26, 2024? (1-day ES; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0277,easy,risk,ES_c = -E[r | r \le Q_{1-c}(r)],"date,close
2023-03-16,141.50999450683594
2023-03-17,142.4499969482422
2023-03-20,145.61000061035156
2023-03-21,144.6699981689453
2023-03-22,143.4600067138672
2023-03-23,142.3000030517578
2023-03-24,142.5399932861328
2023-03-27,143.89999389648438
2023-03-28,142.7899932861328
2023-03-29,143.80999755859375
2023-03-30,144.57000732421875
2023-03-31,144.83999633789062
2023-04-03,146.75999450683594
2023-04-04,146.30999755859375
2023-04-05,149.1199951171875
2023-04-06,149.61000061035156
2023-04-10,149.99000549316406
2023-04-11,149.9499969482422
2023-04-12,149.50999450683594
2023-04-13,150.3699951171875
2023-04-14,149.58999633789062
2023-04-17,150.49000549316406
2023-04-18,150.32000732421875
2023-04-19,148.77999877929688
2023-04-20,145.94000244140625
2023-04-21,146.22000122070312
2023-04-24,145.86000061035156
2023-04-25,148.0
2023-04-26,148.27999877929688
2023-04-27,149.94000244140625
2023-04-28,143.89999389648438
2023-05-01,143.2100067138672
2023-05-02,140.36000061035156
2023-05-03,139.91000366210938
2023-05-04,141.25999450683594
2023-05-05,143.55999755859375
2023-05-08,144.17999267578125
2023-05-09,142.02999877929688
2023-05-10,142.02999877929688
2023-05-11,142.6999969482422
2023-05-12,144.1199951171875
2023-05-15,144.6199951171875
2023-05-16,143.6999969482422
2023-05-17,141.5800018310547
2023-05-18,138.17999267578125
2023-05-19,139.02999877929688
2023-05-22,141.60000610351562
2023-05-23,141.3699951171875
2023-05-24,140.0
2023-05-25,135.75999450683594
2023-05-26,135.14999389648438
2023-05-30,135.1199951171875
2023-05-31,137.25
2023-06-01,138.91000366210938
2023-06-02,131.19000244140625
2023-06-05,132.22000122070312
2023-06-06,128.5399932861328
2023-06-07,126.5500030517578
2023-06-08,130.32000732421875
2023-06-09,131.36000061035156
2023-06-12,130.77999877929688
2023-06-13,129.8800048828125
2023-06-14,128.0500030517578
2023-06-15,132.75999450683594
2023-06-16,130.92999267578125
2023-06-20,131.22999572753906
2023-06-21,132.67999267578125
2023-06-22,134.33999633789062
2023-06-23,132.8000030517578
2023-06-26,134.85000610351562
2023-06-27,136.1699981689453
2023-06-28,136.27000427246094
2023-06-29,136.83999633789062
2023-06-30,138.89999389648438
2023-07-03,139.3300018310547
2023-07-05,139.55999755859375
2023-07-06,139.16000366210938
2023-07-07,138.97000122070312
2023-07-10,138.33999633789062
2023-07-11,140.02000427246094
2023-07-12,140.88999938964844
2023-07-13,140.69000244140625
2023-07-14,139.67999267578125
2023-07-17,138.0
2023-07-18,138.4499969482422
2023-07-19,137.5800018310547
2023-07-20,140.10000610351562
2023-07-21,140.89999389648438
2023-07-24,141.3699951171875
2023-07-25,142.47000122070312
2023-07-26,141.08999633789062
2023-07-27,139.8800048828125
2023-07-28,140.8699951171875
2023-07-31,137.77000427246094
2023-08-01,137.25999450683594
2023-08-02,135.77999877929688
2023-08-03,135.3699951171875
2023-08-04,134.60000610351562
2023-08-07,136.64999389648438
2023-08-08,136.25999450683594
2023-08-09,137.7100067138672
2023-08-10,137.72999572753906
2023-08-11,138.33999633789062
2023-08-14,139.5
2023-08-15,138.5800018310547
2023-08-16,138.25
2023-08-17,136.3699951171875
2023-08-18,136.13999938964844
2023-08-21,135.5500030517578
2023-08-22,135.16000366210938
2023-08-23,136.3300018310547
2023-08-24,133.32000732421875
2023-08-25,133.35000610351562
2023-08-28,135.17999267578125
2023-08-29,136.74000549316406
2023-08-30,137.38999938964844
2023-08-31,136.25
2023-09-01,137.3300018310547
2023-09-05,136.88999938964844
2023-09-06,134.1300048828125
2023-09-07,137.27999877929688
2023-09-08,137.6300048828125
2023-09-11,140.25999450683594
2023-09-12,140.11000061035156
2023-09-13,141.5
2023-09-14,143.1199951171875
2023-09-15,141.92999267578125
2023-09-18,140.80999755859375
2023-09-19,142.47000122070312
2023-09-20,142.07000732421875
2023-09-21,139.99000549316406
2023-09-22,139.35000610351562
2023-09-25,140.00999450683594
2023-09-26,140.4600067138672
2023-09-27,139.6999969482422
2023-09-28,139.6999969482422
2023-09-29,140.0500030517578
2023-10-02,139.25999450683594
2023-10-03,136.42999267578125
2023-10-04,138.05999755859375
2023-10-05,137.42999267578125
2023-10-06,139.02999877929688
2023-10-09,140.13999938964844
2023-10-10,142.41000366210938
2023-10-11,143.1199951171875
2023-10-12,141.13999938964844
2023-10-13,141.6699981689453
2023-10-16,143.24000549316406
2023-10-17,142.77000427246094
2023-10-18,139.69000244140625
2023-10-19,137.83999633789062
2023-10-20,136.99000549316406
2023-10-23,137.74000549316406
2023-10-24,141.07000732421875
2023-10-25,140.99000549316406
2023-10-26,142.86000061035156
2023-10-27,140.0
2023-10-30,141.57000732421875
2023-10-31,143.86000061035156
2023-11-01,145.0500030517578
2023-11-02,146.5
2023-11-03,147.49000549316406
2023-11-06,147.33999633789062
2023-11-07,147.1300048828125
2023-11-08,146.63999938964844
2023-11-09,146.88999938964844
2023-11-10,147.61000061035156
2023-11-13,147.2100067138672
2023-11-14,147.00999450683594
2023-11-15,147.1999969482422
2023-11-16,147.49000549316406
2023-11-17,147.7100067138672
2023-11-20,148.5
2023-11-21,148.61000061035156
2023-11-22,148.91000366210938
2023-11-24,148.97999572753906
2023-11-27,148.8000030517578
2023-11-28,148.3800048828125
2023-11-29,149.5500030517578
2023-11-30,150.4499969482422
2023-12-01,152.25
2023-12-04,152.8000030517578
2023-12-05,154.0
2023-12-06,155.5
2023-12-07,156.36000061035156
2023-12-08,156.39999389648438
2023-12-11,158.85000610351562
2023-12-12,160.44000244140625
2023-12-13,159.5500030517578
2023-12-14,156.8699951171875
2023-12-15,156.14999389648438
2023-12-18,156.25999450683594
2023-12-19,155.8699951171875
2023-12-20,154.5399932861328
2023-12-21,154.92999267578125
2023-12-22,155.7100067138672
2023-12-26,156.8300018310547
2023-12-27,157.94000244140625
2023-12-28,158.9499969482422
2023-12-29,160.3300018310547
2024-01-02,161.91000366210938
2024-01-03,162.0800018310547
2024-01-04,162.3000030517578
2024-01-05,163.3699951171875
2024-01-08,163.41000366210938
2024-01-09,163.1999969482422
2024-01-10,163.2899932861328
2024-01-11,162.1699981689453
2024-01-12,162.5399932861328
2024-01-16,163.0800018310547
2024-01-17,164.27000427246094
2024-01-18,164.88999938964844
2024-01-19,165.16000366210938
2024-01-22,164.3800048828125
2024-01-23,163.74000549316406
2024-01-24,162.0
2024-01-25,162.55999755859375
2024-01-26,162.16000366210938
",
3204,US,technical,"Calculate Intercontinental Exchange's Expected Shortfall (Historical Simulation) from November 20, 2023 to June 09, 2024. (1-day ES; default confidence 95%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0172,easy,risk,ES_c = -E[r | r \le Q_{1-c}(r)],"date,close
2023-11-17,111.4000015258789
2023-11-20,112.1500015258789
2023-11-21,113.4499969482422
2023-11-22,114.31999969482422
2023-11-24,114.38999938964844
2023-11-27,113.13999938964844
2023-11-28,112.77999877929688
2023-11-29,112.69000244140624
2023-11-30,113.83999633789062
2023-12-01,114.23999786376952
2023-12-04,115.02999877929688
2023-12-05,114.08000183105467
2023-12-06,113.08000183105467
2023-12-07,112.52999877929688
2023-12-08,113.33999633789062
2023-12-11,116.13999938964844
2023-12-12,117.93000030517578
2023-12-13,121.54000091552734
2023-12-14,123.33000183105467
2023-12-15,123.0999984741211
2023-12-18,123.55999755859376
2023-12-19,123.7699966430664
2023-12-20,122.36000061035156
2023-12-21,124.2300033569336
2023-12-22,125.72000122070312
2023-12-26,126.6500015258789
2023-12-27,127.79000091552734
2023-12-28,128.60000610351562
2023-12-29,128.42999267578125
2024-01-02,126.4499969482422
2024-01-03,124.80999755859376
2024-01-04,125.62000274658205
2024-01-05,125.79000091552734
2024-01-08,128.41000366210938
2024-01-09,127.04000091552734
2024-01-10,127.6500015258789
2024-01-11,126.7699966430664
2024-01-12,126.95999908447266
2024-01-16,126.02999877929688
2024-01-17,125.83000183105467
2024-01-18,126.62999725341795
2024-01-19,126.4499969482422
2024-01-22,127.3000030517578
2024-01-23,127.13999938964844
2024-01-24,127.04000091552734
2024-01-25,127.29000091552734
2024-01-26,127.26000213623048
2024-01-29,128.17999267578125
2024-01-30,129.02000427246094
2024-01-31,127.33000183105467
2024-02-01,129.72999572753906
2024-02-02,128.6999969482422
2024-02-05,126.75
2024-02-06,126.33000183105467
2024-02-07,128.0800018310547
2024-02-08,134.1199951171875
2024-02-09,135.49000549316406
2024-02-12,135.4600067138672
2024-02-13,134.41000366210938
2024-02-14,136.66000366210938
2024-02-15,136.88999938964844
2024-02-16,137.1199951171875
2024-02-20,136.42999267578125
2024-02-21,136.69000244140625
2024-02-22,139.2899932861328
2024-02-23,138.3800048828125
2024-02-26,137.91000366210938
2024-02-27,138.6300048828125
2024-02-28,138.83999633789062
2024-02-29,138.4199981689453
2024-03-01,138.57000732421875
2024-03-04,138.07000732421875
2024-03-05,139.4199981689453
2024-03-06,139.42999267578125
2024-03-07,138.85000610351562
2024-03-08,138.66000366210938
2024-03-11,136.97000122070312
2024-03-12,136.99000549316406
2024-03-13,137.47000122070312
2024-03-14,135.4499969482422
2024-03-15,134.63999938964844
2024-03-18,134.39999389648438
2024-03-19,135.5
2024-03-20,136.10000610351562
2024-03-21,138.10000610351562
2024-03-22,136.22999572753906
2024-03-25,135.80999755859375
2024-03-26,137.1199951171875
2024-03-27,136.97999572753906
2024-03-28,137.42999267578125
2024-04-01,137.02999877929688
2024-04-02,137.5
2024-04-03,137.38999938964844
2024-04-04,136.6999969482422
2024-04-05,137.8699951171875
2024-04-08,136.8800048828125
2024-04-09,135.05999755859375
2024-04-10,132.94000244140625
2024-04-11,133.47999572753906
2024-04-12,133.5500030517578
2024-04-15,130.5399932861328
2024-04-16,129.89999389648438
2024-04-17,130.74000549316406
2024-04-18,130.97999572753906
2024-04-19,131.2100067138672
2024-04-22,131.64999389648438
2024-04-23,132.3300018310547
2024-04-24,132.57000732421875
2024-04-25,131.82000732421875
2024-04-26,131.6999969482422
2024-04-29,130.77999877929688
2024-04-30,128.75999450683594
2024-05-01,128.67999267578125
2024-05-02,126.54000091552734
2024-05-03,130.5
2024-05-06,131.27999877929688
2024-05-07,133.72000122070312
2024-05-08,133.38999938964844
2024-05-09,134.9499969482422
2024-05-10,133.99000549316406
2024-05-13,133.74000549316406
2024-05-14,134.38999938964844
2024-05-15,137.8699951171875
2024-05-16,137.11000061035156
2024-05-17,138.39999389648438
2024-05-20,136.9499969482422
2024-05-21,137.27000427246094
2024-05-22,136.88999938964844
2024-05-23,135.39999389648438
2024-05-24,136.33999633789062
2024-05-28,133.67999267578125
2024-05-29,131.9499969482422
2024-05-30,133.24000549316406
2024-05-31,133.89999389648438
2024-06-03,133.64999389648438
2024-06-04,134.75999450683594
2024-06-05,135.33999633789062
2024-06-06,134.86000061035156
2024-06-07,133.7899932861328
",
3205,US,technical,"What is the percentage of days with long alignment for the 10, 20, 30-day Simple Moving Average lines for Mondelez International from January 08, 2020 to October 29, 2020? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",41.7476,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2019-11-25,52.040000915527344,51.70000076293945,51.84999847412109
2019-11-26,52.619998931884766,51.95000076293945,52.09999847412109
2019-11-27,52.72999954223633,52.43999862670898,52.72999954223633
2019-11-29,52.540000915527344,52.22999954223633,53.09999847412109
2019-12-02,52.84000015258789,52.119998931884766,52.400001525878906
2019-12-03,53.130001068115234,52.47999954223633,53.02999877929688
2019-12-04,53.34000015258789,52.77000045776367,52.880001068115234
2019-12-05,53.810001373291016,53.209999084472656,53.400001525878906
2019-12-06,53.84000015258789,53.70000076293945,53.900001525878906
2019-12-09,54.16999816894531,53.84999847412109,53.84999847412109
2019-12-10,54.060001373291016,54.02000045776367,54.31999969482422
2019-12-11,53.93000030517578,53.79999923706055,54.220001220703125
2019-12-12,52.97999954223633,52.7400016784668,53.83000183105469
2019-12-13,53.2400016784668,52.56999969482422,52.86000061035156
2019-12-16,53.709999084472656,53.34999847412109,53.47999954223633
2019-12-17,54.09000015258789,53.540000915527344,53.65999984741211
2019-12-18,54.52999877929688,54.400001525878906,54.400001525878906
2019-12-19,55.150001525878906,54.560001373291016,54.77000045776367
2019-12-20,55.400001525878906,55.0,55.11000061035156
2019-12-23,54.72999954223633,54.63999938964844,55.470001220703125
2019-12-24,54.9900016784668,54.7400016784668,54.93999862670898
2019-12-26,54.84999847412109,54.720001220703125,54.970001220703125
2019-12-27,55.27999877929688,54.79999923706055,54.93000030517578
2019-12-30,55.0,54.56999969482422,54.91999816894531
2019-12-31,55.08000183105469,54.7599983215332,55.04999923706055
2020-01-02,54.33000183105469,54.11000061035156,55.060001373291016
2020-01-03,54.2400016784668,53.959999084472656,54.0
2020-01-06,54.150001525878906,53.84999847412109,54.38999938964844
2020-01-07,53.91999816894531,53.56999969482422,54.04999923706055
2020-01-08,54.04999923706055,53.90999984741211,54.02999877929688
2020-01-09,54.18999862670898,53.93000030517578,54.09000015258789
2020-01-10,54.25,54.13999938964844,54.470001220703125
2020-01-13,54.59000015258789,54.31999969482422,54.36000061035156
2020-01-14,54.18999862670898,54.040000915527344,54.630001068115234
2020-01-15,54.7400016784668,54.310001373291016,54.52999877929688
2020-01-16,55.18999862670898,54.790000915527344,54.83000183105469
2020-01-17,55.15999984741211,55.02000045776367,55.13999938964844
2020-01-21,55.540000915527344,54.84000015258789,54.959999084472656
2020-01-22,55.470001220703125,55.43999862670898,55.7400016784668
2020-01-23,55.43999862670898,55.09999847412109,55.34999847412109
2020-01-24,55.09000015258789,54.86000061035156,55.52999877929688
2020-01-27,54.68999862670898,54.59000015258789,54.869998931884766
2020-01-28,54.84999847412109,54.560001373291016,54.560001373291016
2020-01-29,54.560001373291016,54.5,54.880001068115234
2020-01-30,58.79999923706055,55.86000061035156,56.02000045776367
2020-01-31,57.380001068115234,57.15999984741211,58.470001220703125
2020-02-03,57.54999923706055,57.130001068115234,57.790000915527344
2020-02-04,57.43000030517578,57.31999969482422,57.90999984741211
2020-02-05,57.91999816894531,57.52000045776367,57.7599983215332
2020-02-06,58.41999816894531,57.5,57.52999877929688
2020-02-07,58.65999984741211,58.369998931884766,58.47999954223633
2020-02-10,58.970001220703125,58.400001525878906,58.470001220703125
2020-02-11,58.869998931884766,58.720001220703125,59.02000045776367
2020-02-12,58.95000076293945,58.310001373291016,59.08000183105469
2020-02-13,59.02999877929688,58.54999923706055,58.93000030517578
2020-02-14,59.68000030517578,58.84999847412109,59.16999816894531
2020-02-18,59.65999984741211,58.93999862670898,58.959999084472656
2020-02-19,59.29999923706055,59.2400016784668,59.84999847412109
2020-02-20,59.040000915527344,58.52999877929688,58.93000030517578
2020-02-21,58.75,58.650001525878906,58.84999847412109
2020-02-24,57.7400016784668,57.61000061035156,58.18999862670898
2020-02-25,57.02000045776367,56.869998931884766,57.720001220703125
2020-02-26,56.86000061035156,56.79999923706055,57.31999969482422
2020-02-27,54.459999084472656,54.41999816894531,56.540000915527344
2020-02-28,52.79999923706055,51.560001373291016,53.16999816894531
2020-03-02,55.59999847412109,52.4900016784668,52.630001068115234
2020-03-03,54.790000915527344,54.38999938964844,55.41999816894531
2020-03-04,58.0099983215332,55.4900016784668,55.619998931884766
2020-03-05,56.86000061035156,56.08000183105469,56.81999969482422
2020-03-06,55.65999984741211,54.290000915527344,54.470001220703125
2020-03-09,53.93999862670898,52.06999969482422,52.54999923706055
2020-03-10,54.90999984741211,52.33000183105469,54.9900016784668
2020-03-11,52.34000015258789,51.40999984741211,53.40999984741211
2020-03-12,47.5099983215332,46.56999969482422,49.22999954223633
2020-03-13,50.91999816894531,47.209999084472656,49.63999938964844
2020-03-16,45.09999847412109,44.7400016784668,46.40999984741211
2020-03-17,48.81999969482422,44.72999954223633,45.84999847412109
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2020-03-19,45.470001220703125,43.18999862670898,46.90999984741211
2020-03-20,43.31999969482422,42.84999847412109,46.060001373291016
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2020-03-27,47.88999938964844,47.119998931884766,47.41999816894531
2020-03-30,51.130001068115234,48.209999084472656,48.810001373291016
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2020-05-18,50.970001220703125,49.709999084472656,50.7400016784668
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2020-06-03,52.09000015258789,51.95000076293945,52.5099983215332
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2020-05-04,51.194000244140625,52.02700004577637,50.76966692606608
2020-05-05,51.11800003051758,51.94150009155273,51.049333572387695
2020-05-06,50.90999984741211,51.85850009918213,51.1653335571289
2020-05-07,50.79299964904785,51.77700004577637,51.30033353169759
2020-05-08,50.741999816894534,51.70500011444092,51.36700019836426
2020-05-11,50.672999954223634,51.6435001373291,51.463666915893555
2020-05-12,50.596000289916994,51.43800029754639,51.43933359781901
2020-05-13,50.44700050354004,51.23050041198731,51.42200024922689
2020-05-14,50.25500068664551,51.0350004196167,51.45000025431315
2020-05-15,50.181000518798825,50.85900039672852,51.436000188191734
2020-05-18,50.27200050354004,50.73300037384033,51.442000198364255
2020-05-19,50.22900047302246,50.67350025177002,51.370666885375975
2020-05-20,50.19000053405762,50.55000019073486,51.30233357747396
2020-05-21,50.1020004272461,50.44750003814697,51.21866683959961
2020-05-22,49.98200035095215,50.36200008392334,51.13066685994466
2020-05-26,49.8620002746582,50.26750011444092,51.04966684977214
2020-05-27,49.85699996948242,50.22650012969971,50.91100018819173
2020-05-28,50.04199981689453,50.244500160217285,50.83433354695638
2020-05-29,50.30199966430664,50.278500175476076,50.790666834513345
2020-06-01,50.530999755859376,50.356000137329104,50.74966684977213
2020-06-02,50.655999755859376,50.464000129699706,50.70733350118001
2020-06-03,50.87599983215332,50.55250015258789,50.74100011189778
2020-06-04,51.02999992370606,50.61000022888184,50.710000101725264
2020-06-05,51.35499992370605,50.72850017547607,50.75
2020-06-08,51.74599990844727,50.864000129699704,50.82333335876465
2020-06-09,52.081999969482425,50.97200012207031,50.87233339945475
2020-06-10,52.35800018310547,51.107500076293945,50.93700014750163
2020-06-11,52.27000007629395,51.155999946594235,50.9196667989095
2020-06-12,52.1310001373291,51.21649990081787,50.896000162760416
2020-06-15,52.02800025939941,51.279500007629395,50.91333351135254
2020-06-16,52.06400032043457,51.36000003814697,50.99733352661133
2020-06-17,52.126000213623044,51.501000022888185,51.07700017293294
2020-06-18,52.3060001373291,51.668000030517575,51.17533353169759
2020-06-19,52.309000396728514,51.832000160217284,51.25533358256022
2020-06-22,52.18300018310547,51.96450004577637,51.303666814168295
2020-06-23,52.079999923706055,52.08099994659424,51.34133338928223
2020-06-24,51.832999801635744,52.095499992370605,51.34933331807454
2020-06-25,51.863000106811526,52.06650009155273,51.391666666666666
2020-06-26,51.79800033569336,51.96450023651123,51.4103333791097
2020-06-29,51.73400039672852,51.88100032806396,51.4310001373291
2020-06-30,51.58900032043457,51.82650032043457,51.43633346557617
2020-07-01,51.42600059509277,51.77600040435791,51.476000213623045
2020-07-02,51.266000747680664,51.786000442504886,51.53400026957194
2020-07-06,51.17200050354004,51.74050045013428,51.6120002746582
2020-07-07,51.08700065612793,51.6350004196167,51.67200024922689
2020-07-08,51.01900100708008,51.549500465393066,51.72700030008952
2020-07-09,50.981000900268555,51.407000350952146,51.72400029500326
2020-07-10,51.04200057983398,51.452500343322754,51.72500025431315
2020-07-13,51.19900054931641,51.498500442504884,51.709333674112955
2020-07-14,51.42600021362305,51.58000030517578,51.72933362325033
2020-07-15,51.570000076293944,51.57950019836426,51.741000239054365
2020-07-16,51.765999984741214,51.596000289916994,51.772666931152344
2020-07-17,52.023999786376955,51.645000267028806,51.865333557128906
2020-07-20,52.20399971008301,51.68800010681152,51.89500020345052
2020-07-21,52.457999801635744,51.77250022888184,51.90933354695638
2020-07-22,52.78899955749512,51.9040002822876,51.962666829427086
2020-07-23,53.25099983215332,52.11600036621094,52.021666844685875
2020-07-24,53.5939998626709,52.31800022125244,52.166333516438804
2020-07-27,53.986999893188475,52.59300022125244,52.32800025939942
2020-07-28,54.272999954223636,52.84950008392334,52.4776668548584
2020-07-29,54.695000076293944,53.132500076293944,52.61800015767415
2020-07-30,54.96800003051758,53.36700000762939,52.72000020345052
2020-07-31,55.11000022888184,53.567000007629396,52.800000254313154
2020-08-03,55.31700057983399,53.7605001449585,52.897666931152344
2020-08-04,55.47100067138672,53.96450023651123,53.005333709716794
2020-08-05,55.53100090026855,54.160000228881835,53.11300048828125
2020-08-06,55.59200096130371,54.42150039672852,53.274667231241864
2020-08-07,55.665000915527344,54.62950038909912,53.43366711934407
2020-08-10,55.65600090026855,54.82150039672852,53.614000447591145
2020-08-11,55.605001068115236,54.93900051116943,53.7680004119873
2020-08-12,55.52900085449219,55.112000465393066,53.93133366902669
2020-08-13,55.55300064086914,55.26050033569336,54.09566688537598
2020-08-14,55.61600036621094,55.363000297546385,54.250000127156575
2020-08-17,55.719000244140624,55.5180004119873,54.41333351135254
2020-08-18,55.888000106811525,55.67950038909912,54.60566685994466
2020-08-19,56.04899978637695,55.79000034332275,54.789666748046876
2020-08-20,56.22399978637695,55.90800037384033,55.02233352661133
2020-08-21,56.41100006103515,56.03800048828125,55.2233336130778
2020-08-24,56.65999984741211,56.15800037384033,55.43433354695638
2020-08-25,56.928999710083005,56.267000389099124,55.602333577473956
2020-08-26,57.16199989318848,56.34550037384033,55.79533360799154
2020-08-27,57.37400016784668,56.46350040435791,55.965000279744466
2020-08-28,57.593000411987305,56.60450038909912,56.10633366902669
2020-08-31,57.78300018310547,56.751000213623044,56.27300033569336
2020-09-01,57.876000213623044,56.88200016021729,56.41166699727376
2020-09-02,58.101000213623045,57.075,56.56033363342285
2020-09-03,58.160000228881835,57.192000007629396,56.6586669921875
2020-09-04,58.20100021362305,57.3060001373291,56.75900039672852
2020-09-08,58.042000198364256,57.351000022888186,56.78600031534831
2020-09-09,58.003000259399414,57.46599998474121,56.84566701253255
2020-09-10,57.87700004577637,57.519499969482425,56.85600026448568
2020-09-11,57.8189998626709,57.59650001525879,56.9153335571289
2020-09-14,57.78899955749512,57.69099998474121,56.99933344523112
2020-09-15,57.75599975585938,57.769499969482425,57.08600006103516
2020-09-16,57.73299980163574,57.80450000762939,57.16566670735677
2020-09-17,57.552999877929686,57.827000045776366,57.23433329264323
2020-09-18,57.42199974060058,57.79099998474121,57.26866658528646
2020-09-21,57.21899948120117,57.70999984741211,57.276999918619794
2020-09-22,57.16099967956543,57.60149993896484,57.28766657511393
2020-09-23,56.89299964904785,57.44799995422363,57.27499987284342
2020-09-24,56.7439998626709,57.31049995422363,57.26099993387858
2020-09-25,56.60499992370605,57.21199989318848,57.265999984741214
2020-09-28,56.50499992370605,57.146999740600585,57.29566663106282
2020-09-29,56.3439998626709,57.04999980926514,57.29433326721191
2020-09-30,56.29199981689453,57.01249980926514,57.30033327738444
2020-10-01,56.361999893188475,56.95749988555908,57.338666661580405
2020-10-02,56.395999908447266,56.908999824523924,57.3259999593099
2020-10-05,56.51900024414063,56.8689998626709,57.31299997965495
2020-10-06,56.547000122070315,56.85399990081787,57.25
2020-10-07,56.68400001525879,56.78849983215332,57.193333307902016
2020-10-08,56.772999954223636,56.75849990844726,57.13133328755696
2020-10-09,56.886999893188474,56.74599990844727,57.10366655985514
2020-10-12,57.05100021362305,56.778000068664554,57.11499989827474
2020-10-13,57.29300041198731,56.8185001373291,57.13100001017253
2020-10-14,57.407000350952146,56.84950008392334,57.14399998982747
2020-10-15,57.45000038146973,56.9060001373291,57.121666717529294
2020-10-16,57.561000442504884,56.97850017547607,57.12633336385091
2020-10-19,57.570000076293944,57.04450016021728,57.10266660054525
2020-10-20,57.65900001525879,57.10300006866455,57.12233327229818
2020-10-21,57.72200012207031,57.20300006866455,57.099666595458984
2020-10-22,57.75400009155273,57.26350002288818,57.09033330281576
2020-10-23,57.68500022888183,57.28600006103515,57.05900001525879
2020-10-26,57.34300003051758,57.197000122070314,56.96633338928223
2020-10-27,56.95399971008301,57.12350006103516,56.8636666615804
2020-10-28,56.40999984741211,56.90850009918213,56.70300000508626
2020-10-29,55.89499969482422,56.67250003814697,56.568999989827475
"
3206,US,technical,"From August 30, 2022 to June 22, 2023, what proportion of days had the 10, 20, 30-day Simple Moving Average lines of EQT Corporation in long alignment? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.451,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-07-20,41.209999084472656,38.58000183105469,38.86000061035156
2022-07-21,42.43999862670898,40.060001373291016,40.43000030517578
2022-07-22,42.22999954223633,42.15999984741211,43.31999969482422
2022-07-25,44.97999954223633,42.18999862670898,43.02000045776367
2022-07-26,45.56999969482422,45.0,46.22999954223633
2022-07-27,45.43999862670898,44.310001373291016,45.45000076293945
2022-07-28,42.75,42.060001373291016,44.77000045776367
2022-07-29,44.02999877929688,43.36000061035156,43.560001373291016
2022-08-01,42.310001373291016,41.36000061035156,43.040000915527344
2022-08-02,41.880001068115234,41.0099983215332,42.209999084472656
2022-08-03,42.790000915527344,40.650001525878906,42.040000915527344
2022-08-04,41.25,41.040000915527344,42.43999862670898
2022-08-05,42.27999877929688,40.18999862670898,40.34000015258789
2022-08-08,41.34000015258789,41.27999877929688,41.880001068115234
2022-08-09,42.90999984741211,42.130001068115234,42.45000076293945
2022-08-10,43.5099983215332,41.459999084472656,42.86000061035156
2022-08-11,45.79999923706055,43.709999084472656,44.84000015258789
2022-08-12,46.18999862670898,44.86000061035156,45.75
2022-08-15,45.25,42.63999938964844,44.0
2022-08-16,47.18999862670898,46.84000015258789,48.09000015258789
2022-08-17,47.11000061035156,45.58000183105469,47.45000076293945
2022-08-18,48.2400016784668,46.869998931884766,47.83000183105469
2022-08-19,47.70000076293945,47.27000045776367,47.52999877929688
2022-08-22,49.119998931884766,47.7599983215332,48.290000915527344
2022-08-23,47.84000015258789,47.13999938964844,50.040000915527344
2022-08-24,49.68999862670898,47.58000183105469,48.02999877929688
2022-08-25,49.47999954223633,48.09999847412109,49.91999816894531
2022-08-26,49.66999816894531,49.34000015258789,49.68999862670898
2022-08-29,50.0099983215332,48.869998931884766,48.95000076293945
2022-08-30,46.869998931884766,45.810001373291016,48.869998931884766
2022-08-31,47.79999923706055,45.38999938964844,45.54999923706055
2022-09-01,46.310001373291016,46.18000030517578,47.150001525878906
2022-09-02,47.27999877929688,45.81999969482422,46.95000076293945
2022-09-06,45.43000030517578,45.290000915527344,46.43999862670898
2022-09-07,46.0,44.34000015258789,44.5099983215332
2022-09-08,47.09999847412109,45.459999084472656,46.43000030517578
2022-09-09,48.34999847412109,47.060001373291016,47.77999877929688
2022-09-12,50.29999923706055,48.11000061035156,48.709999084472656
2022-09-13,47.90999984741211,47.75,49.470001220703125
2022-09-14,50.59999847412109,49.41999816894531,49.810001373291016
2022-09-15,48.09000015258789,48.04999923706055,48.970001220703125
2022-09-16,46.060001373291016,44.63999938964844,47.68000030517578
2022-09-19,47.34000015258789,44.61000061035156,44.970001220703125
2022-09-20,46.560001373291016,46.43000030517578,47.15999984741211
2022-09-21,45.38999938964844,45.369998931884766,47.75
2022-09-22,44.630001068115234,44.369998931884766,45.84000015258789
2022-09-23,41.2599983215332,39.720001220703125,42.560001373291016
2022-09-26,39.380001068115234,39.150001525878906,40.81999969482422
2022-09-27,39.290000915527344,39.02999877929688,40.0
2022-09-28,40.810001373291016,38.72999954223633,39.52000045776367
2022-09-29,39.52999877929688,38.150001525878906,40.18999862670898
2022-09-30,40.75,38.88999938964844,39.09999847412109
2022-10-03,41.75,40.75,40.79999923706055
2022-10-04,44.90999984741211,42.38999938964844,42.869998931884766
2022-10-05,45.34000015258789,43.22999954223633,45.150001525878906
2022-10-06,43.93999862670898,43.75,45.04999923706055
2022-10-07,43.16999816894531,43.06999969482422,43.880001068115234
2022-10-10,42.77000045776367,42.7400016784668,43.84999847412109
2022-10-11,43.54999923706055,41.77000045776367,41.77000045776367
2022-10-12,43.54999923706055,42.56999969482422,43.83000183105469
2022-10-13,44.369998931884766,42.209999084472656,42.7400016784668
2022-10-14,41.130001068115234,41.060001373291016,43.77999877929688
2022-10-17,41.810001373291016,40.31999969482422,41.09000015258789
2022-10-18,41.810001373291016,41.70000076293945,42.61000061035156
2022-10-19,42.209999084472656,40.65999984741211,41.59000015258789
2022-10-20,40.7400016784668,40.65999984741211,42.400001525878906
2022-10-21,37.880001068115234,37.47999954223633,40.290000915527344
2022-10-24,38.33000183105469,37.63999938964844,38.15999984741211
2022-10-25,39.59999847412109,37.650001525878906,38.15999984741211
2022-10-26,39.0099983215332,38.560001373291016,39.220001220703125
2022-10-27,39.09999847412109,36.77999877929688,37.20000076293945
2022-10-28,38.68000030517578,36.790000915527344,39.45000076293945
2022-10-31,41.84000015258789,39.77999877929688,39.93000030517578
2022-11-01,40.75,40.209999084472656,42.369998931884766
2022-11-02,40.470001220703125,39.97999954223633,40.959999084472656
2022-11-03,39.34999847412109,39.29999923706055,39.869998931884766
2022-11-04,41.08000183105469,39.43000030517578,40.369998931884766
2022-11-07,44.18000030517578,42.54999923706055,42.56999969482422
2022-11-08,43.93999862670898,42.20000076293945,43.34999847412109
2022-11-09,40.84000015258789,40.790000915527344,42.83000183105469
2022-11-10,42.900001525878906,41.04999923706055,41.900001525878906
2022-11-11,42.619998931884766,41.34000015258789,43.650001525878906
2022-11-14,42.369998931884766,42.33000183105469,43.40999984741211
2022-11-15,43.7599983215332,42.15999984741211,42.720001220703125
2022-11-16,41.4900016784668,40.77999877929688,42.77999877929688
2022-11-17,41.68999862670898,40.52999877929688,41.130001068115234
2022-11-18,41.02999877929688,39.880001068115234,40.47999954223633
2022-11-21,41.33000183105469,39.33000183105469,40.5
2022-11-22,43.77999877929688,41.95000076293945,41.95000076293945
2022-11-23,43.560001373291016,43.290000915527344,44.38999938964844
2022-11-25,43.02999877929688,42.90999984741211,43.40999984741211
2022-11-28,41.52000045776367,41.02999877929688,41.45000076293945
2022-11-29,42.65999984741211,41.77000045776367,41.880001068115234
2022-11-30,42.40999984741211,41.630001068115234,42.900001525878906
2022-12-01,41.52000045776367,41.18999862670898,42.90999984741211
2022-12-02,39.93000030517578,39.52000045776367,40.77999877929688
2022-12-05,37.06999969482422,36.790000915527344,39.41999816894531
2022-12-06,36.90999984741211,36.54999923706055,36.79999923706055
2022-12-07,36.72999954223633,36.02999877929688,36.84999847412109
2022-12-08,35.689998626708984,35.349998474121094,37.130001068115234
2022-12-09,35.66999816894531,35.59000015258789,36.0
2022-12-12,36.90999984741211,36.33000183105469,36.84000015258789
2022-12-13,37.11000061035156,36.93000030517578,38.09999847412109
2022-12-14,37.810001373291016,37.08000183105469,37.4900016784668
2022-12-15,38.22999954223633,37.400001525878906,37.5
2022-12-16,37.2400016784668,36.27999877929688,37.2400016784668
2022-12-19,36.11000061035156,35.77000045776367,36.58000183105469
2022-12-20,36.13999938964844,35.380001068115234,35.79999923706055
2022-12-21,36.63999938964844,36.20000076293945,36.93999862670898
2022-12-22,35.0,34.45000076293945,36.290000915527344
2022-12-23,36.209999084472656,34.63999938964844,35.22999954223633
2022-12-27,36.34000015258789,36.060001373291016,36.5
2022-12-28,33.5,33.40999984741211,35.88999938964844
2022-12-29,33.869998931884766,33.029998779296875,33.20000076293945
2022-12-30,33.83000183105469,33.369998931884766,33.5
2023-01-03,31.81999969482422,31.59000015258789,32.66999816894531
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2023-02-21,30.87200012207031,31.585499954223632,32.518333435058594
2023-02-22,31.004000091552733,31.473999977111816,32.428666814168295
2023-02-23,31.272000312805176,31.4375,32.377000172932945
2023-02-24,31.69500026702881,31.51900005340576,32.421333440144856
2023-02-27,31.881000137329103,31.548999977111816,32.373666763305664
2023-02-28,32.113000106811526,31.60049991607666,32.31933339436849
2023-03-01,32.33500003814697,31.631999969482422,32.256333414713545
2023-03-02,32.609000015258786,31.71850004196167,32.246666717529294
2023-03-03,32.86099987030029,31.84399995803833,32.26066665649414
2023-03-06,33.030999946594235,31.92849998474121,32.227333323160806
2023-03-07,33.28199996948242,32.077000045776366,32.15099995930989
2023-03-08,33.3,32.15200004577637,32.08266665140788
2023-03-09,33.18499984741211,32.228500080108645,32.01999994913737
2023-03-10,32.75299987792969,32.22400007247925,31.93033332824707
2023-03-13,32.42800006866455,32.15450010299683,31.842000007629395
2023-03-14,32.17900009155274,32.14600009918213,31.793333307902017
2023-03-15,31.732000160217286,32.03350009918212,31.66533336639404
2023-03-16,31.408000183105468,32.00850009918212,31.615000089009598
2023-03-17,30.9100004196167,31.885500144958495,31.53266677856445
2023-03-20,30.631000328063966,31.831000137329102,31.496000099182126
2023-03-21,30.436000251770018,31.85900011062622,31.530000114440913
2023-03-22,30.171000289916993,31.735500144958497,31.491666793823242
2023-03-23,29.990000343322755,31.58750009536743,31.482333501180012
2023-03-24,30.00500030517578,31.379000091552733,31.48433348337809
2023-03-27,30.02100028991699,31.22450017929077,31.443333498636882
2023-03-28,30.042000198364256,31.1105001449585,31.444666798909505
2023-03-29,30.304000282287596,31.018000221252443,31.457000160217284
2023-03-30,30.421000289916993,30.91450023651123,31.47933349609375
2023-03-31,30.675000190734863,30.792500305175782,31.482000160217286
2023-04-03,30.839000129699706,30.735000228881837,31.500333468119305
2023-04-04,30.98700008392334,30.71150016784668,31.568333435058594
2023-04-05,31.295999908447264,30.73350009918213,31.589000066121418
2023-04-06,31.55499973297119,30.772500038146973,31.576666641235352
2023-04-10,31.837999725341795,30.92150001525879,31.53199996948242
2023-04-11,32.135999488830564,31.07849988937378,31.528333282470705
2023-04-12,32.31099967956543,31.176499938964845,31.51066665649414
2023-04-13,32.45299949645996,31.378499889373778,31.49633331298828
2023-04-14,32.63799934387207,31.529499816894532,31.488999938964845
2023-04-17,32.725999450683595,31.70049982070923,31.437000020345053
2023-04-18,32.87699966430664,31.857999897003175,31.449000040690105
2023-04-19,32.95099983215332,31.96899995803833,31.458000055948894
2023-04-20,32.96399993896485,32.12999992370605,31.477000045776368
2023-04-21,33.011000061035155,32.28299989700317,31.518666712443032
2023-04-24,32.946000289916995,32.39200000762939,31.596333440144857
2023-04-25,32.775000381469724,32.455499935150144,31.64400005340576
2023-04-26,32.64600028991699,32.478499984741205,31.666333389282222
2023-04-27,32.71300048828125,32.5829999923706,31.823333422342937
2023-04-28,32.8830005645752,32.76049995422363,31.980666732788087
2023-05-01,33.03100051879883,32.87849998474121,32.14400005340576
2023-05-02,32.98300056457519,32.930000114440915,32.23300011952718
2023-05-03,32.811000442504884,32.8810001373291,32.24966678619385
2023-05-04,32.64200057983398,32.80300025939941,32.30066680908203
2023-05-05,32.6180004119873,32.81450023651123,32.39466673533122
2023-05-08,32.57300033569336,32.75950031280517,32.45233345031738
2023-05-09,32.63400039672852,32.704500389099124,32.515000089009604
2023-05-10,32.718000411987305,32.68200035095215,32.55833346048991
2023-05-11,32.554000282287596,32.63350038528442,32.573333422342934
2023-05-12,32.41500034332275,32.64900045394897,32.64533341725667
2023-05-15,32.50200023651123,32.76650037765503,32.75300006866455
2023-05-16,32.70000019073486,32.84150037765503,32.853333473205566
2023-05-17,33.03100032806397,32.92100038528442,32.93100020090739
2023-05-18,33.61100025177002,33.126500415802,33.072333590189615
2023-05-19,33.99900035858154,33.308500385284425,33.20933361053467
2023-05-22,34.40100040435791,33.48700037002563,33.30666700998942
2023-05-23,34.7540002822876,33.69400033950806,33.38766702016195
2023-05-24,35.18800029754639,33.95300035476684,33.51733366648356
2023-05-25,35.64700050354004,34.100500392913816,33.63800042470296
2023-05-26,35.911000442504886,34.163000392913816,33.73633378346761
2023-05-30,35.904000473022464,34.20300035476684,33.812333742777504
2023-05-31,35.900000381469724,34.300000286102296,33.8610003789266
2023-06-01,35.92900009155274,34.48000020980835,33.92366695404053
2023-06-02,35.9,34.75550012588501,34.05100027720133
2023-06-05,35.8810001373291,34.940000247955325,34.166000302632646
2023-06-06,35.986000061035156,35.193500232696536,34.32000026702881
2023-06-07,36.282000350952146,35.518000316619876,34.55666700998942
2023-06-08,36.525000381469724,35.85650033950806,34.81033369700114
2023-06-09,36.731000137329104,36.18900032043457,34.97733364105225
2023-06-12,36.95300025939942,36.43200035095215,35.093000348409014
2023-06-13,37.34000015258789,36.62200031280517,35.24866695404053
2023-06-14,37.70800018310547,36.804000282287596,35.43600025177002
2023-06-15,38.093000411987305,37.01100025177002,35.684333610534665
2023-06-16,38.402000427246094,37.15100021362305,35.9710002263387
2023-06-20,38.728000259399415,37.30450019836426,36.202666918436684
2023-06-21,38.97000007629394,37.47800006866455,36.452333513895674
2023-06-22,39.03499984741211,37.65850009918213,36.69033349355062
"
3207,US,technical,"During August 29, 2023 to March 27, 2024, what percentage of trading days showed short alignment of Leidos's 5, 10, 20-day Simple Moving Average lines? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.3836,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2023-08-02,98.5500030517578,98.3000030517578,99.98999786376952
2023-08-03,98.4000015258789,97.5999984741211,98.70999908447266
2023-08-04,97.0999984741211,96.80999755859376,99.08000183105467
2023-08-07,97.62999725341795,96.93000030517578,97.23999786376952
2023-08-08,97.0,96.36000061035156,97.44000244140624
2023-08-09,97.55999755859376,96.68000030517578,96.94000244140624
2023-08-10,97.33000183105467,96.7699966430664,97.26000213623048
2023-08-11,97.66000366210938,96.7300033569336,97.38999938964844
2023-08-14,98.16999816894533,97.4499969482422,97.77999877929688
2023-08-15,97.5999984741211,97.45999908447266,97.86000061035156
2023-08-16,96.79000091552734,96.72000122070312,97.52999877929688
2023-08-17,96.30999755859376,96.23999786376952,96.9000015258789
2023-08-18,96.0999984741211,95.5999984741211,96.04000091552734
2023-08-21,96.47000122070312,95.6500015258789,95.79000091552734
2023-08-22,95.38999938964844,95.0999984741211,96.02999877929688
2023-08-23,95.5,94.98999786376952,95.56999969482422
2023-08-24,96.41000366210938,94.98999786376952,95.0
2023-08-25,95.79000091552734,95.52999877929688,96.91000366210938
2023-08-28,96.86000061035156,95.48999786376952,95.72000122070312
2023-08-29,96.83000183105467,96.12999725341795,97.0
2023-08-30,97.95999908447266,97.16999816894533,97.2300033569336
2023-08-31,97.51000213623048,97.45999908447266,98.4499969482422
2023-09-01,98.83999633789062,98.4499969482422,98.4499969482422
2023-09-05,97.45999908447266,97.45999908447266,98.52999877929688
2023-09-06,96.51000213623048,96.4000015258789,97.30999755859376
2023-09-07,95.73999786376952,95.27999877929688,96.76000213623048
2023-09-08,95.8000030517578,95.31999969482422,95.69000244140624
2023-09-11,95.9000015258789,95.16000366210938,95.56999969482422
2023-09-12,95.77999877929688,95.01000213623048,95.37000274658205
2023-09-13,95.02999877929688,94.55999755859376,96.0500030517578
2023-09-14,95.12999725341795,94.56999969482422,95.0
2023-09-15,94.04000091552734,93.31999969482422,94.8000030517578
2023-09-18,93.56999969482422,93.37999725341795,94.33000183105467
2023-09-19,93.69000244140624,93.11000061035156,93.6999969482422
2023-09-20,93.8499984741211,93.58999633789062,94.19000244140624
2023-09-21,92.4000015258789,92.36000061035156,93.68000030517578
2023-09-22,91.12999725341795,90.9800033569336,92.3000030517578
2023-09-25,91.36000061035156,90.81999969482422,90.94000244140624
2023-09-26,90.9800033569336,90.58999633789062,90.86000061035156
2023-09-27,91.98999786376952,90.9800033569336,91.20999908447266
2023-09-28,92.13999938964844,91.83999633789062,92.16000366210938
2023-09-29,92.16000366210938,91.48999786376952,92.37000274658205
2023-10-02,93.1999969482422,91.87999725341795,92.0199966430664
2023-10-03,92.6500015258789,92.52999877929688,93.61000061035156
2023-10-04,91.33000183105467,90.62999725341795,92.54000091552734
2023-10-05,90.4499969482422,89.9000015258789,91.1999969482422
2023-10-06,90.9800033569336,89.22000122070312,89.94999694824219
2023-10-09,94.41000366210938,91.83999633789062,91.83999633789062
2023-10-10,94.29000091552734,93.87999725341795,94.6999969482422
2023-10-11,95.63999938964844,94.31999969482422,94.37999725341795
2023-10-12,94.51000213623048,93.6999969482422,95.83999633789062
2023-10-13,94.88999938964844,94.12999725341795,95.29000091552734
2023-10-16,95.41000366210938,94.7699966430664,95.41000366210938
2023-10-17,95.47000122070312,95.2300033569336,95.43000030517578
2023-10-18,94.2699966430664,94.0999984741211,95.36000061035156
2023-10-19,93.41000366210938,93.1999969482422,94.27999877929688
2023-10-20,92.70999908447266,92.68000030517578,94.0
2023-10-23,91.87999725341795,91.87999725341795,92.38999938964844
2023-10-24,91.01000213623048,90.83000183105467,92.41999816894533
2023-10-25,91.31999969482422,91.06999969482422,91.06999969482422
2023-10-26,92.06999969482422,90.63999938964844,91.33000183105467
2023-10-27,90.48999786376952,90.3000030517578,91.55999755859376
2023-10-30,91.79000091552734,90.52999877929688,92.31999969482422
2023-10-31,99.12000274658205,94.56999969482422,95.5199966430664
2023-11-01,101.18000030517578,98.29000091552734,100.02999877929688
2023-11-02,103.18000030517578,100.16999816894533,101.25
2023-11-03,103.94000244140624,103.5,103.66000366210938
2023-11-06,103.31999969482422,102.81999969482422,103.73999786376952
2023-11-07,102.80999755859376,102.58000183105467,103.0199966430664
2023-11-08,103.01000213623048,102.20999908447266,102.7699966430664
2023-11-09,102.51000213623048,102.2699966430664,103.3499984741211
2023-11-10,103.5500030517578,102.75,103.0
2023-11-13,104.41000366210938,102.72000122070312,103.45999908447266
2023-11-14,104.9800033569336,103.81999969482422,104.95999908447266
2023-11-15,104.95999908447266,104.3000030517578,105.01000213623048
2023-11-16,104.66999816894533,104.62999725341795,105.1500015258789
2023-11-17,105.26000213623048,104.93000030517578,105.9499969482422
2023-11-20,105.91999816894533,104.72000122070312,105.0
2023-11-21,105.66999816894533,105.33999633789062,105.9499969482422
2023-11-22,106.31999969482422,105.5,105.68000030517578
2023-11-24,106.76000213623048,106.48999786376952,106.72000122070312
2023-11-27,106.75,106.13999938964844,106.52999877929688
2023-11-28,106.33999633789062,106.33000183105467,106.87999725341795
2023-11-29,106.22000122070312,105.73999786376952,106.58999633789062
2023-11-30,107.31999969482422,105.70999908447266,106.27999877929688
2023-12-01,108.94000244140624,106.8000030517578,107.12999725341795
2023-12-04,111.3000030517578,109.0,109.1500015258789
2023-12-05,110.0,109.7699966430664,111.0
2023-12-06,109.6999969482422,109.33999633789062,109.80999755859376
2023-12-07,108.68000030517578,108.37000274658205,109.9800033569336
2023-12-08,108.48999786376952,108.27999877929688,108.91000366210938
2023-12-11,108.30999755859376,107.79000091552734,108.61000061035156
2023-12-12,109.01000213623048,107.88999938964844,108.26000213623048
2023-12-13,110.18000030517578,108.7699966430664,109.05999755859376
2023-12-14,108.69000244140624,107.5199966430664,109.9800033569336
2023-12-15,107.5500030517578,106.91000366210938,107.69000244140624
2023-12-18,107.88999938964844,107.1999969482422,108.1999969482422
2023-12-19,107.70999908447266,107.4000015258789,107.93000030517578
2023-12-20,105.87999725341795,105.70999908447266,107.6500015258789
2023-12-21,106.58999633789062,105.5199966430664,106.3499984741211
2023-12-22,107.62999725341795,106.91999816894533,106.91999816894533
2023-12-26,107.9000015258789,107.20999908447266,107.48999786376952
2023-12-27,107.81999969482422,107.54000091552734,107.86000061035156
2023-12-28,107.94000244140624,107.36000061035156,107.70999908447266
2023-12-29,108.23999786376952,107.7300033569336,107.95999908447266
2024-01-02,108.0,107.2699966430664,107.94000244140624
2024-01-03,107.66000366210938,106.37999725341795,107.54000091552734
2024-01-04,107.81999969482422,107.37000274658205,108.41999816894533
2024-01-05,108.73999786376952,107.51000213623048,109.1999969482422
2024-01-08,110.16999816894533,108.18000030517578,109.01000213623048
2024-01-09,110.22000122070312,109.44000244140624,110.2699966430664
2024-01-10,109.70999908447266,109.43000030517578,110.13999938964844
2024-01-11,108.81999969482422,108.3000030517578,109.6500015258789
2024-01-12,110.19000244140624,108.8000030517578,108.8000030517578
2024-01-16,108.73999786376952,108.13999938964844,109.88999938964844
2024-01-17,108.51000213623048,108.0199966430664,108.0199966430664
2024-01-18,109.7300033569336,107.7300033569336,108.62000274658205
2024-01-19,109.87999725341795,109.06999969482422,110.0
2024-01-22,111.2699966430664,110.16000366210938,110.16000366210938
2024-01-23,110.56999969482422,110.27999877929688,111.37000274658205
2024-01-24,110.16000366210938,110.0500030517578,111.0199966430664
2024-01-25,110.7300033569336,108.9499969482422,110.91999816894533
2024-01-26,111.5500030517578,110.95999908447266,111.62999725341795
2024-01-29,111.51000213623048,110.58000183105467,111.33000183105467
2024-01-30,111.61000061035156,111.1999969482422,111.56999969482422
2024-01-31,110.47000122070312,110.16000366210938,111.94000244140624
2024-02-01,110.8499984741211,109.66000366210938,110.66999816894533
2024-02-02,110.93000030517578,110.04000091552734,110.62000274658205
2024-02-05,110.7300033569336,108.97000122070312,110.1500015258789
2024-02-06,112.16000366210938,110.61000061035156,110.6500015258789
2024-02-07,113.08000183105467,111.9499969482422,112.33000183105467
2024-02-08,113.2699966430664,112.52999877929688,112.9000015258789
2024-02-09,113.52999877929688,112.98999786376952,113.62999725341795
2024-02-12,114.55999755859376,113.66999816894533,113.8000030517578
2024-02-13,121.27999877929688,118.4000015258789,119.6500015258789
2024-02-14,121.5,119.30999755859376,121.93000030517578
2024-02-15,122.19000244140624,120.9800033569336,122.37000274658205
2024-02-16,123.83000183105467,121.04000091552734,122.1999969482422
2024-02-20,123.5,123.23999786376952,123.83999633789062
2024-02-21,123.9499969482422,122.76000213623048,123.48999786376952
2024-02-22,124.75,123.58000183105467,124.0
2024-02-23,126.05999755859376,125.1999969482422,125.1999969482422
2024-02-26,125.69000244140624,125.44000244140624,126.25
2024-02-27,126.58000183105467,125.33999633789062,125.5
2024-02-28,126.55999755859376,126.1500015258789,126.75
2024-02-29,127.86000061035156,126.45999908447266,126.6500015258789
2024-03-01,127.44000244140624,126.79000091552734,129.0
2024-03-04,129.52000427246094,127.44000244140624,127.81999969482422
2024-03-05,129.3000030517578,128.3800048828125,129.8000030517578
2024-03-06,129.8300018310547,128.52999877929688,129.30999755859375
2024-03-07,129.7899932861328,128.38999938964844,130.22999572753906
2024-03-08,128.75999450683594,128.11000061035156,129.7100067138672
2024-03-11,127.25,126.68000030517578,127.9499969482422
2024-03-12,127.23999786376952,125.87000274658205,127.06999969482422
2024-03-13,128.07000732421875,127.13999938964844,127.62000274658205
2024-03-14,127.79000091552734,125.80999755859376,127.4800033569336
2024-03-15,127.91999816894533,126.20999908447266,126.4800033569336
2024-03-18,126.3499984741211,125.55999755859376,127.22000122070312
2024-03-19,127.87999725341795,126.43000030517578,126.43000030517578
2024-03-20,127.87999725341795,127.31999969482422,127.91999816894533
2024-03-21,129.14999389648438,127.4499969482422,128.11000061035156
2024-03-22,129.13999938964844,128.67999267578125,129.5
2024-03-25,128.22000122070312,128.22000122070312,129.2100067138672
2024-03-26,129.36000061035156,128.07000732421875,128.07000732421875
2024-03-27,130.5399932861328,129.61000061035156,130.3000030517578
","date,5-day,10-day,20-day
2023-08-29,96.27800140380859,96.24500045776367,96.97250022888184
2023-08-30,96.77000122070312,96.3620002746582,96.94300003051758
2023-08-31,96.99000091552735,96.48200073242188,96.89850006103515
2023-09-01,97.6,96.75600051879883,96.98549995422363
2023-09-05,97.71999969482422,96.85500030517578,96.97700004577636
2023-09-06,97.65599975585937,96.96700057983398,96.95250015258789
2023-09-07,97.21199951171874,96.99100036621094,96.86150016784669
2023-09-08,96.86999969482422,96.93000030517578,96.78500022888184
2023-09-11,96.28200073242188,96.94100036621094,96.6970001220703
2023-09-12,95.94600067138671,96.83300018310547,96.57750015258789
2023-09-13,95.65,96.65299987792969,96.44900016784668
2023-09-14,95.52799987792969,96.36999969482422,96.36599998474121
2023-09-15,95.17599945068359,96.0229995727539,96.25250015258788
2023-09-18,94.70999908447266,95.49599990844726,96.12600021362304
2023-09-19,94.29199981689452,95.11900024414062,95.9870002746582
2023-09-20,94.05599975585936,94.85299987792969,95.91000022888184
2023-09-21,93.51000061035157,94.51900024414063,95.75500030517578
2023-09-22,92.9279998779297,94.05199966430663,95.49099998474121
2023-09-25,92.48600006103516,93.5979995727539,95.26949996948242
2023-09-26,91.94400024414062,93.11800003051758,94.97550010681152
2023-09-27,91.5720001220703,92.81399993896483,94.73349990844727
2023-09-28,91.51999969482422,92.51500015258787,94.44249992370605
2023-09-29,91.7260009765625,92.32700042724608,94.175
2023-10-02,92.09400024414063,92.2900001525879,93.89300003051758
2023-10-03,92.4279998779297,92.18600006103516,93.65250015258789
2023-10-04,92.29600067138672,91.9340003967285,93.3935001373291
2023-10-05,91.95800018310547,91.73899993896484,93.12900009155274
2023-10-06,91.72200012207031,91.7240005493164,92.88800010681152
2023-10-09,91.96400146484375,92.02900085449218,92.81350021362304
2023-10-10,92.29200134277343,92.36000061035156,92.73900032043457
2023-10-11,93.15400085449218,92.72500076293946,92.76950035095214
2023-10-12,93.96600189208985,92.96200103759767,92.73850059509277
2023-10-13,94.74800109863281,93.23500061035158,92.78100051879883
2023-10-16,94.94800109863282,93.45600128173828,92.87300071716308
2023-10-17,95.18400115966797,93.73800125122071,92.96200065612793
2023-10-18,94.91000061035156,94.03200073242189,92.98300056457519
2023-10-19,94.69000091552735,94.3280014038086,93.03350067138672
2023-10-20,94.25400085449219,94.5010009765625,93.11250076293945
2023-10-23,93.54799957275391,94.24800033569336,93.13850059509278
2023-10-24,92.65599975585937,93.92000045776368,93.14000053405762
2023-10-25,92.06600036621094,93.48800048828124,93.10650062561035
2023-10-26,91.79799957275391,93.24400024414062,93.10300064086914
2023-10-27,91.35399932861328,92.80400009155274,93.01950035095214
2023-10-30,91.33600006103515,92.44199981689454,92.94900054931641
2023-10-31,92.95800018310547,92.80699996948242,93.27250061035156
2023-11-01,94.93000030517578,93.49800033569336,93.76500053405762
2023-11-02,97.1520004272461,94.475,94.4015007019043
2023-11-03,99.84200134277344,95.59800033569336,95.04950065612793
2023-11-06,102.14800109863282,96.74200057983398,95.49500045776367
2023-11-07,102.88600006103516,97.92200012207032,95.92100028991699
2023-11-08,103.25200042724609,99.09100036621093,96.2895004272461
2023-11-09,103.11800079345703,100.13500061035157,96.68950042724609
2023-11-10,103.04000091552734,101.4410011291504,97.12250061035157
2023-11-13,103.25800170898438,102.7030014038086,97.57250061035157
2023-11-14,103.69200286865234,103.28900146484375,98.04800071716309
2023-11-15,104.08200225830078,103.66700134277343,98.5825008392334
2023-11-16,104.51400146484374,103.8160011291504,99.1455005645752
2023-11-17,104.85600128173829,103.94800109863282,99.77300071716309
2023-11-20,105.15800018310547,104.20800094604492,100.47500076293946
2023-11-21,105.2959991455078,104.49400100708007,101.2080005645752
2023-11-22,105.56799926757813,104.82500076293945,101.9580005645752
2023-11-24,105.98600006103516,105.25000076293945,102.6925006866455
2023-11-27,106.28399963378907,105.57000045776367,103.50550079345703
2023-11-28,106.36799926757813,105.7629997253418,104.23300056457519
2023-11-29,106.47799987792969,105.88699951171876,104.58800048828125
2023-11-30,106.6779998779297,106.12299957275391,104.89500045776367
2023-12-01,107.11399993896484,106.55,105.1830005645752
2023-12-04,108.02400054931641,107.15400009155273,105.55100059509277
2023-12-05,108.75600128173828,107.5620002746582,105.88500061035157
2023-12-06,109.45200042724609,107.96500015258789,106.22950057983398
2023-12-07,109.7240005493164,108.20100021362305,106.51300048828125
2023-12-08,109.63399963378906,108.37399978637696,106.8120002746582
2023-12-11,109.03599853515625,108.52999954223633,107.05
2023-12-12,108.83799896240234,108.79700012207032,107.27999992370606
2023-12-13,108.93399963378906,109.19300003051758,107.53999977111816
2023-12-14,108.93600006103516,109.33000030517579,107.72649993896485
2023-12-15,108.74800109863281,109.19100036621094,107.87050018310546
2023-12-18,108.66400146484375,108.85,108.00200004577637
2023-12-19,108.40400085449218,108.62099990844726,108.09150009155273
2023-12-20,107.54400024414062,108.23899993896484,108.10200004577636
2023-12-21,107.1239990234375,108.02999954223633,108.1154998779297
2023-12-22,107.13999786376954,107.94399948120117,108.15899963378907
2023-12-26,107.14199829101562,107.90299987792969,108.21649971008301
2023-12-27,107.16399841308593,107.78399963378907,108.29049987792969
2023-12-28,107.5759994506836,107.55999984741212,108.37649993896484
2023-12-29,107.90599975585937,107.51499938964844,108.42249984741211
2024-01-02,107.98000030517578,107.55999908447265,108.3754997253418
2024-01-03,107.93200073242187,107.53699951171875,108.19349975585938
2024-01-04,107.93200073242187,107.54799957275391,108.08449974060059
2024-01-05,108.09199981689453,107.83399963378906,108.03649978637695
2024-01-08,108.47799987792969,108.19199981689454,108.11099967956542
2024-01-09,108.92200012207032,108.45100021362305,108.1974998474121
2024-01-10,109.33199920654297,108.63199996948242,108.26749992370605
2024-01-11,109.53199920654296,108.73199996948242,108.25799980163575
2024-01-12,109.8220001220703,108.95699996948242,108.25849990844726
2024-01-16,109.53600006103515,109.00699996948242,108.26099967956543
2024-01-17,109.19400024414062,109.05800018310546,108.30899963378906
2024-01-18,109.19800109863282,109.26500015258789,108.40099983215332
2024-01-19,109.41000061035156,109.47099990844727,108.50949974060059
2024-01-22,109.6259994506836,109.72399978637695,108.77899971008301
2024-01-23,109.99199981689453,109.76399993896484,108.97799987792969
2024-01-24,110.3220001220703,109.75800018310547,109.10450019836426
2024-01-25,110.52200012207031,109.86000061035156,109.24600028991699
2024-01-26,110.85600128173829,110.13300094604492,109.43250045776367
2024-01-29,110.9040023803711,110.26500091552734,109.61100044250489
2024-01-30,111.11200256347657,110.55200119018555,109.77950057983398
2024-01-31,111.17400207519532,110.74800109863281,109.90300064086914
2024-02-01,111.19800109863282,110.86000061035156,110.06250038146973
2024-02-02,111.07400054931641,110.96500091552734,110.2180004119873
2024-02-05,110.91800079345703,110.91100158691407,110.3175006866455
2024-02-06,111.02800140380859,111.07000198364258,110.41700096130371
2024-02-07,111.55000152587891,111.36200180053712,110.56000099182128
2024-02-08,112.03400115966797,111.61600112915039,110.73800086975098
2024-02-09,112.55400085449219,111.81400070190429,110.9735008239746
2024-02-12,113.31999969482422,112.11900024414062,111.19200057983399
2024-02-13,115.14399871826171,113.08600006103515,111.81900062561036
2024-02-14,116.82799835205078,114.18899993896484,112.46850051879883
2024-02-15,118.61199951171875,115.32300033569337,113.09150047302246
2024-02-16,120.67200012207032,116.61300048828124,113.7890007019043
2024-02-20,122.46000061035156,117.89000015258789,114.40050086975097
2024-02-21,122.99400024414062,119.06899948120117,115.06950073242187
2024-02-22,123.64400024414063,120.2359992980957,115.7990005493164
2024-02-23,124.41799926757812,121.51499938964844,116.56550025939941
2024-02-26,124.78999938964844,122.73099975585937,117.27250022888184
2024-02-27,125.40599975585937,123.93300018310546,118.02600021362305
2024-02-28,125.9279998779297,124.46100006103515,118.77350006103515
2024-02-29,126.55,125.09700012207031,119.64300003051758
2024-03-01,126.8260009765625,125.62200012207032,120.47250022888184
2024-03-04,127.59200134277344,126.19100036621094,121.4020004272461
2024-03-05,128.13600158691406,126.77100067138672,122.3305004119873
2024-03-06,128.79000244140624,127.35900115966797,123.21400032043456
2024-03-07,129.1760009765625,127.86300048828124,124.04949989318848
2024-03-08,129.43999938964845,128.13300018310548,124.82399978637696
2024-03-11,128.98599853515626,128.28899993896485,125.5099998474121
2024-03-12,128.5739974975586,128.35499954223633,126.1439998626709
2024-03-13,128.2219985961914,128.50600051879883,126.48350028991699
2024-03-14,127.8220001220703,128.4990005493164,126.79800033569336
2024-03-15,127.65400085449218,128.5470001220703,127.08450012207031
2024-03-18,127.4740005493164,128.22999954223633,127.21049995422364
2024-03-19,127.6020004272461,128.08799896240234,127.42949981689453
2024-03-20,127.56399841308594,127.89299850463867,127.62599983215333
2024-03-21,127.83599700927735,127.82899856567383,127.84599952697754
2024-03-22,128.07999725341796,127.86699905395508,127.99999961853027
2024-03-25,128.45399780273436,127.9639991760254,128.12649955749512
2024-03-26,128.7499984741211,128.1759994506836,128.26549949645997
2024-03-27,129.28199768066406,128.422998046875,128.46449928283693
"
3208,US,technical,"For Costco from July 28, 2022 to August 13, 2022, what percentage of days were the 10, 20, 30-day Simple Moving Average lines in short alignment? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-06-15,458.7900085449219,451.3900146484375,458.5
2022-06-16,451.760009765625,447.9700012207031,450.30999755859375
2022-06-17,446.6900024414063,443.2000122070313,451.0499877929688
2022-06-21,463.1099853515625,449.1400146484375,450.5499877929688
2022-06-22,459.9599914550781,458.5,459.3900146484375
2022-06-23,475.0,465.7099914550781,466.3699951171875
2022-06-24,484.3699951171875,476.6799926757813,480.0
2022-06-27,481.75,477.3500061035156,485.80999755859375
2022-06-28,468.6099853515625,467.8900146484375,483.5
2022-06-29,469.8399963378906,466.4200134277344,470.9500122070313
2022-06-30,479.2799987792969,464.7200012207031,468.2999877929688
2022-07-01,485.760009765625,478.0,481.1799926757813
2022-07-05,488.260009765625,478.4599914550781,485.55999755859375
2022-07-06,492.6499938964844,487.7799987792969,488.260009765625
2022-07-07,494.9500122070313,489.2200012207031,492.05999755859375
2022-07-08,501.5400085449219,497.0,497.3200073242188
2022-07-11,498.8999938964844,494.8399963378906,501.1199951171875
2022-07-12,490.5700073242188,488.0400085449219,497.010009765625
2022-07-13,492.2200012207031,483.8200073242188,484.3200073242188
2022-07-14,511.9400024414063,493.6199951171875,496.0899963378906
2022-07-15,522.9500122070312,515.780029296875,516.9199829101562
2022-07-18,516.2999877929688,515.6699829101562,521.8599853515625
2022-07-19,520.22998046875,516.969970703125,522.4099731445312
2022-07-20,524.2000122070312,516.8099975585938,521.260009765625
2022-07-21,529.4600219726562,521.5999755859375,524.0399780273438
2022-07-22,529.719970703125,526.0700073242188,530.7100219726562
2022-07-25,529.1400146484375,526.0,531.4199829101562
2022-07-26,511.9299926757813,508.760009765625,515.0
2022-07-27,522.3099975585938,511.1700134277344,513.0999755859375
2022-07-28,536.1799926757812,520.280029296875,520.280029296875
2022-07-29,541.2999877929688,531.9000244140625,532.0
2022-08-01,546.8099975585938,541.25,541.4199829101562
2022-08-02,543.4600219726562,540.77001953125,544.030029296875
2022-08-03,547.010009765625,542.1199951171875,545.0
2022-08-04,543.280029296875,540.6699829101562,547.0
2022-08-05,540.6699829101562,533.3499755859375,537.239990234375
2022-08-08,541.9000244140625,538.6699829101562,543.8400268554688
2022-08-09,535.8200073242188,533.8900146484375,543.6400146484375
2022-08-10,539.8200073242188,537.2899780273438,544.47998046875
2022-08-11,532.2000122070312,531.8900146484375,543.239990234375
2022-08-12,537.2100219726562,533.72998046875,536.1799926757812
","date,10-day,20-day,30-day
2022-07-28,524.2419982910156,508.9245010375977,494.6123331705729
2022-07-29,526.0769958496094,512.0255004882813,497.3626658121745
2022-08-01,529.1279968261719,515.0779998779296,500.5309987386068
2022-08-02,531.4510009765625,517.8380004882813,503.7566660563151
2022-08-03,533.7320007324219,520.5560012817383,506.55333353678384
2022-08-04,535.1140014648438,522.9725021362304,509.33066813151044
2022-08-05,536.2090026855469,524.9290008544922,511.51966756184896
2022-08-08,537.4850036621094,527.0790023803711,513.4373352050782
2022-08-09,539.8740051269531,529.3415023803711,515.239668782552
2022-08-10,541.6250061035156,531.7215026855469,517.6133361816406
2022-08-11,541.2270080566407,532.7345031738281,519.6920033772786
2022-08-12,540.8180114746094,533.4475036621094,521.6230041503907
"
3209,US,technical,"Calculate the percentage of days with long alignment in the 5, 10, 20-day Simple Moving Average lines for Arch Capital Group from December 09, 2021 to April 16, 2022. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",48.8636,hard,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-11-11,41.470001220703125,41.18000030517578,41.7599983215332
2021-11-12,42.02000045776367,40.959999084472656,41.52000045776367
2021-11-15,42.36000061035156,42.18000030517578,42.18000030517578
2021-11-16,42.68999862670898,42.54999923706055,42.59999847412109
2021-11-17,42.150001525878906,41.97999954223633,42.369998931884766
2021-11-18,41.66999816894531,41.619998931884766,42.15999984741211
2021-11-19,42.060001373291016,41.25,41.7400016784668
2021-11-22,43.11000061035156,42.040000915527344,42.18000030517578
2021-11-23,43.7400016784668,43.220001220703125,43.22999954223633
2021-11-24,43.790000915527344,43.52000045776367,43.72999954223633
2021-11-26,41.88999938964844,41.77999877929688,42.66999816894531
2021-11-29,41.72999954223633,41.650001525878906,42.2599983215332
2021-11-30,40.380001068115234,40.2400016784668,41.290000915527344
2021-12-01,40.72999954223633,40.720001220703125,41.08000183105469
2021-12-02,42.290000915527344,40.869998931884766,40.869998931884766
2021-12-03,42.25,41.959999084472656,42.31999969482422
2021-12-06,43.13999938964844,42.79999923706055,42.79999923706055
2021-12-07,43.36000061035156,43.22999954223633,43.31999969482422
2021-12-08,43.38999938964844,43.16999816894531,43.43000030517578
2021-12-09,43.470001220703125,43.0,43.0
2021-12-10,43.43000030517578,43.220001220703125,43.59999847412109
2021-12-13,43.34999847412109,43.040000915527344,43.400001525878906
2021-12-14,43.75,43.25,43.43999862670898
2021-12-15,43.93999862670898,43.209999084472656,43.790000915527344
2021-12-16,44.09000015258789,43.9900016784668,44.38999938964844
2021-12-17,43.220001220703125,42.84000015258789,44.0
2021-12-20,42.43000030517578,41.93000030517578,42.68999862670898
2021-12-21,42.93000030517578,42.5,42.58000183105469
2021-12-22,43.29999923706055,42.86000061035156,42.93000030517578
2021-12-23,43.47999954223633,43.36000061035156,43.43000030517578
2021-12-27,43.93000030517578,43.09999847412109,43.31999969482422
2021-12-28,44.27000045776367,44.0,44.0
2021-12-29,44.59999847412109,44.220001220703125,44.22999954223633
2021-12-30,44.33000183105469,44.27999877929688,44.29999923706055
2021-12-31,44.45000076293945,44.20000076293945,44.20000076293945
2022-01-03,44.54999923706055,44.02999877929688,44.5
2022-01-04,45.130001068115234,45.0099983215332,45.08000183105469
2022-01-05,44.59999847412109,44.4900016784668,46.56999969482422
2022-01-06,44.86000061035156,44.7599983215332,45.369998931884766
2022-01-07,45.06999969482422,44.7599983215332,45.119998931884766
2022-01-10,46.02000045776367,45.0099983215332,45.34999847412109
2022-01-11,46.369998931884766,45.59000015258789,46.13999938964844
2022-01-12,46.470001220703125,46.130001068115234,46.59000015258789
2022-01-13,46.7400016784668,46.54999923706055,46.61000061035156
2022-01-14,47.40999984741211,46.08000183105469,46.66999816894531
2022-01-18,46.59000015258789,46.52000045776367,47.56999969482422
2022-01-19,45.91999816894531,45.900001525878906,46.65999984741211
2022-01-20,45.630001068115234,45.59000015258789,46.18000030517578
2022-01-21,45.18999862670898,45.04999923706055,45.5
2022-01-24,45.70000076293945,43.810001373291016,44.86000061035156
2022-01-25,45.25,43.9900016784668,45.27000045776367
2022-01-26,45.02999877929688,44.41999816894531,45.459999084472656
2022-01-27,44.77999877929688,44.369998931884766,45.41999816894531
2022-01-28,45.380001068115234,44.27999877929688,44.75
2022-01-31,46.31999969482422,45.0,45.08000183105469
2022-02-01,47.31999969482422,46.130001068115234,46.36000061035156
2022-02-02,47.93999862670898,47.0,47.31999969482422
2022-02-03,47.790000915527344,47.630001068115234,47.88999938964844
2022-02-04,47.63999938964844,46.93999862670898,47.459999084472656
2022-02-07,47.59000015258789,47.4900016784668,47.720001220703125
2022-02-08,48.20000076293945,47.5099983215332,47.810001373291016
2022-02-09,48.2599983215332,48.09000015258789,48.29999923706055
2022-02-10,47.38999938964844,47.02999877929688,48.47999954223633
2022-02-11,46.560001373291016,46.369998931884766,47.54999923706055
2022-02-14,46.41999816894531,46.040000915527344,46.43999862670898
2022-02-15,47.68000030517578,46.560001373291016,46.68999862670898
2022-02-16,47.650001525878906,47.38999938964844,47.43000030517578
2022-02-17,46.970001220703125,46.540000915527344,47.04999923706055
2022-02-18,47.09999847412109,46.7400016784668,46.790000915527344
2022-02-22,46.83000183105469,46.43999862670898,46.869998931884766
2022-02-23,46.290000915527344,46.2400016784668,47.060001373291016
2022-02-24,45.93000030517578,44.70000076293945,45.0
2022-02-25,47.540000915527344,46.220001220703125,46.220001220703125
2022-02-28,47.11000061035156,46.619998931884766,46.790000915527344
2022-03-01,45.83000183105469,45.61000061035156,46.84000015258789
2022-03-02,47.119998931884766,46.13999938964844,46.27000045776367
2022-03-03,46.560001373291016,46.4900016784668,47.2599983215332
2022-03-04,46.02000045776367,45.20000076293945,45.7400016784668
2022-03-07,44.27000045776367,44.2599983215332,45.47999954223633
2022-03-08,44.06999969482422,43.59000015258789,44.63999938964844
2022-03-09,45.560001373291016,45.040000915527344,45.16999816894531
2022-03-10,45.20000076293945,44.720001220703125,44.88999938964844
2022-03-11,45.72999954223633,45.459999084472656,45.47999954223633
2022-03-14,46.33000183105469,45.9900016784668,46.09000015258789
2022-03-15,46.810001373291016,46.58000183105469,46.58000183105469
2022-03-16,46.650001525878906,46.0,46.9900016784668
2022-03-17,46.5,45.97999954223633,46.22999954223633
2022-03-18,45.84000015258789,45.77000045776367,46.31999969482422
2022-03-21,47.150001525878906,46.20000076293945,46.29999923706055
2022-03-22,47.11000061035156,46.790000915527344,47.5
2022-03-23,46.59999847412109,46.59000015258789,46.95000076293945
2022-03-24,47.130001068115234,46.63999938964844,46.79999923706055
2022-03-25,47.66999816894531,47.25,47.25
2022-03-28,47.59999847412109,47.150001525878906,47.63999938964844
2022-03-29,48.560001373291016,47.75,47.900001525878906
2022-03-30,48.43999862670898,48.20000076293945,48.56999969482422
2022-03-31,48.41999816894531,48.40999984741211,48.75
2022-04-01,48.619998931884766,48.040000915527344,48.45000076293945
2022-04-04,47.08000183105469,47.02000045776367,48.290000915527344
2022-04-05,47.4900016784668,47.04999923706055,47.08000183105469
2022-04-06,47.29999923706055,47.02000045776367,47.31999969482422
2022-04-07,47.36000061035156,46.560001373291016,47.150001525878906
2022-04-08,48.31999969482422,47.47999954223633,47.810001373291016
2022-04-11,48.02000045776367,47.97999954223633,48.34000015258789
2022-04-12,47.68999862670898,47.52999877929688,47.959999084472656
2022-04-13,47.83000183105469,47.18000030517578,47.52000045776367
2022-04-14,48.97999954223633,47.61000061035156,47.61000061035156
","date,5-day,10-day,20-day
2021-12-09,43.12200012207031,42.263000106811525,42.38450031280517
2021-12-10,43.35800018310547,42.417000198364256,42.48250026702881
2021-12-13,43.4,42.579000091552736,42.54900016784668
2021-12-14,43.47799987792969,42.91599998474121,42.6185001373291
2021-12-15,43.58799972534179,43.236999893188475,42.6810001373291
2021-12-16,43.711999511718744,43.41699981689453,42.778000068664554
2021-12-17,43.66999969482421,43.513999938964844,42.85550022125244
2021-12-20,43.486000061035156,43.44300003051758,42.87400016784668
2021-12-21,43.322000122070314,43.4,42.86500015258789
2021-12-22,43.194000244140625,43.390999984741214,42.84300003051758
2021-12-23,43.072000122070314,43.39199981689453,42.82749996185303
2021-12-27,43.21399993896485,43.44199981689453,42.92950000762939
2021-12-28,43.581999969482425,43.53400001525879,43.05650005340576
2021-12-29,43.91599960327149,43.6189998626709,43.267499923706055
2021-12-30,44.12200012207031,43.65800018310547,43.44750003814697
2021-12-31,44.316000366210936,43.694000244140625,43.55550003051758
2022-01-03,44.44000015258789,43.827000045776366,43.67049999237061
2022-01-04,44.6120002746582,44.09700012207031,43.77000007629395
2022-01-05,44.6120002746582,44.26399993896484,43.831999969482425
2022-01-06,44.71800003051758,44.42000007629394,43.90550003051758
2022-01-07,44.84199981689453,44.57900009155273,43.985499954223634
2022-01-10,45.136000061035155,44.788000106811516,44.11499996185303
2022-01-11,45.38399963378906,44.99799995422363,44.265999984741214
2022-01-12,45.758000183105466,45.18500022888183,44.40200004577637
2022-01-13,46.13400039672852,45.42600021362305,44.542000198364256
2022-01-14,46.6020004272461,45.72200012207031,44.70800018310547
2022-01-18,46.716000366210935,45.92600021362305,44.87650012969971
2022-01-19,46.626000213623044,46.00499992370605,45.05100002288818
2022-01-20,46.45800018310547,46.10800018310547,45.18600006103516
2022-01-21,46.1479995727539,46.140999984741214,45.28050003051758
2022-01-24,45.805999755859375,46.204000091552736,45.391500091552736
2022-01-25,45.5379997253418,46.12700004577637,45.45750007629395
2022-01-26,45.35999984741211,45.99300003051758,45.495499992370604
2022-01-27,45.189999389648435,45.82399978637695,45.504500007629396
2022-01-28,45.22799987792969,45.6879997253418,45.55699996948242
2022-01-31,45.35199966430664,45.57899971008301,45.65049991607666
2022-02-01,45.76599960327148,45.65199966430664,45.78899993896484
2022-02-02,46.347999572753906,45.85399971008301,45.929499816894534
2022-02-03,46.95,46.06999969482422,46.08899993896485
2022-02-04,47.40199966430664,46.31499977111817,46.22799987792969
2022-02-07,47.655999755859376,46.50399971008301,46.35399990081787
2022-02-08,47.831999969482425,46.79899978637695,46.46299991607666
2022-02-09,47.895999908447266,47.121999740600586,46.55749988555908
2022-02-10,47.815999603271486,47.38299980163574,46.603499794006346
2022-02-11,47.6,47.50099983215332,46.59449977874756
2022-02-14,47.36599960327148,47.51099967956543,46.54499969482422
2022-02-15,47.26199951171875,47.54699974060058,46.59949970245361
2022-02-16,47.14000015258789,47.51800003051758,46.68599987030029
2022-02-17,47.056000518798825,47.43600006103516,46.75299987792969
2022-02-18,47.16399993896484,47.38199996948242,46.848499870300294
2022-02-22,47.24600067138672,47.3060001373291,46.90499992370606
2022-02-23,46.96800079345703,47.11500015258789,46.956999969482425
2022-02-24,46.624000549316406,46.88200035095215,47.00200004577637
2022-02-25,46.73800048828125,46.89700050354004,47.14000015258789
2022-02-28,46.74000091552735,46.95200042724609,47.22650012969971
2022-03-01,46.540000915527344,46.893000793457034,47.20200023651123
2022-03-02,46.70600051879883,46.83700065612793,47.192000198364255
2022-03-03,46.832000732421875,46.72800064086914,47.12300033569336
2022-03-04,46.52800064086914,46.6330005645752,47.03450031280518
2022-03-07,45.960000610351564,46.35000076293945,46.86600036621094
2022-03-08,45.60800018310547,46.07400054931641,46.69000034332275
2022-03-09,45.29600067138672,46.001000595092776,46.55800037384033
2022-03-10,45.024000549316405,45.92800064086914,46.40500049591064
2022-03-11,44.966000366210935,45.747000503540036,46.32200050354004
2022-03-14,45.37800064086914,45.66900062561035,46.31050052642822
2022-03-15,45.9260009765625,45.76700057983398,46.330000686645505
2022-03-16,46.14400100708008,45.7200008392334,46.27850074768067
2022-03-17,46.40400085449219,45.7140007019043,46.22100067138672
2022-03-18,46.4260009765625,45.69600067138672,46.164500617980956
2022-03-21,46.59000091552734,45.984000778198244,46.16700077056885
2022-03-22,46.650000762939456,46.288000869750974,46.18100070953369
2022-03-23,46.64000015258789,46.39200057983398,46.196500587463376
2022-03-24,46.76600036621094,46.585000610351564,46.25650062561035
2022-03-25,47.13199996948242,46.779000473022464,46.26300048828125
2022-03-28,47.22199935913086,46.9060001373291,46.28750038146973
2022-03-29,47.51199951171875,47.0810001373291,46.424000358581544
2022-03-30,47.87999954223633,47.25999984741211,46.49000034332275
2022-03-31,48.13799896240234,47.45199966430664,46.58300018310546
2022-04-01,48.327999114990234,47.72999954223633,46.71300010681152
2022-04-04,48.22399978637695,47.722999572753906,46.85350017547607
2022-04-05,48.00999984741211,47.76099967956543,47.024500274658195
2022-04-06,47.78199996948242,47.830999755859374,47.11150016784667
2022-04-07,47.57000045776367,47.85399971008301,47.21950016021728
2022-04-08,47.51000061035156,47.9189998626709,47.349000167846675
2022-04-11,47.69800033569336,47.96100006103516,47.433500099182126
2022-04-12,47.737999725341794,47.873999786376956,47.47749996185302
2022-04-13,47.844000244140624,47.81300010681152,47.53649997711181
2022-04-14,48.168000030517575,47.86900024414062,47.660499954223624
"
3210,US,technical,"What is the percentage of days with long alignment for the 5, 20, 60-day Weighted Moving Average lines for Travelers Companies (The) from January 21, 2025 to June 13, 2025? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",55.4455,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-10-23,257.3500061035156,258.8500061035156,254.41000366210935,258.8800048828125
2024-10-24,256.4200134277344,260.0,255.2899932861328,260.1499938964844
2024-10-25,250.5,257.3099975585937,250.44000244140625,257.3999938964844
2024-10-28,252.3699951171875,253.75999450683597,252.1499938964844,254.52999877929688
2024-10-29,248.6699981689453,251.3000030517578,248.52999877929688,252.75999450683597
2024-10-30,250.08999633789065,249.8999938964844,248.6699981689453,251.6100006103516
2024-10-31,245.94000244140625,248.5200042724609,245.7400054931641,250.44000244140625
2024-11-01,245.63999938964844,246.5800018310547,245.25999450683597,248.97000122070312
2024-11-04,242.80999755859372,245.17999267578125,241.8699951171875,245.8800048828125
2024-11-05,244.83999633789065,245.08999633789065,242.5800018310547,245.08999633789065
2024-11-06,253.9499969482422,257.9700012207031,251.32000732421875,257.9700012207031
2024-11-07,252.27999877929688,252.82000732421875,250.44000244140625,254.19000244140625
2024-11-08,256.8900146484375,254.32000732421875,252.9900054931641,256.95001220703125
2024-11-11,258.3599853515625,257.6700134277344,257.42999267578125,260.04998779296875
2024-11-12,257.989990234375,257.25,256.9800109863281,259.9599914550781
2024-11-13,256.6700134277344,256.6199951171875,256.25,258.760009765625
2024-11-14,256.5199890136719,256.44000244140625,255.08999633789065,258.0
2024-11-15,260.82000732421875,257.0,257.0,261.1300048828125
2024-11-18,262.69000244140625,259.760009765625,259.44000244140625,262.9599914550781
2024-11-19,259.2699890136719,259.67999267578125,257.7799987792969,260.92999267578125
2024-11-20,257.19000244140625,259.5,254.47000122070312,259.5799865722656
2024-11-21,260.8099975585937,257.19000244140625,255.08999633789065,262.1499938964844
2024-11-22,262.4700012207031,260.57000732421875,259.7200012207031,262.8599853515625
2024-11-25,261.2200012207031,263.6000061035156,260.7099914550781,266.1600036621094
2024-11-26,263.7699890136719,262.70001220703125,260.07000732421875,264.1199951171875
2024-11-27,266.6600036621094,264.8099975585937,264.8099975585937,268.3099975585937
2024-11-29,266.0400085449219,269.0,266.0400085449219,269.04998779296875
2024-12-02,263.510009765625,267.2099914550781,263.3500061035156,267.239990234375
2024-12-03,260.5899963378906,263.1499938964844,260.4200134277344,264.9100036621094
2024-12-04,261.7799987792969,259.7799987792969,259.0799865722656,262.2300109863281
2024-12-05,263.260009765625,262.9800109863281,261.9200134277344,265.6000061035156
2024-12-06,261.1499938964844,262.8800048828125,258.67999267578125,263.6700134277344
2024-12-09,251.9199981689453,261.3500061035156,251.47000122070312,261.6300048828125
2024-12-10,247.6499938964844,251.9199981689453,246.22000122070312,252.9900054931641
2024-12-11,245.13999938964844,245.0200042724609,241.8000030517578,246.57000732421875
2024-12-12,243.8800048828125,245.8500061035156,243.2100067138672,247.1499938964844
2024-12-13,246.3000030517578,246.52999877929688,245.55999755859372,248.22000122070312
2024-12-16,246.2700042724609,247.5,245.97999572753903,248.8600006103516
2024-12-17,243.63999938964844,244.44000244140625,241.97999572753903,245.1199951171875
2024-12-18,236.02999877929688,242.57000732421875,235.4499969482422,244.97000122070312
2024-12-19,237.7100067138672,237.52999877929688,236.25999450683597,239.8000030517578
2024-12-20,240.75999450683597,234.52999877929688,234.1699981689453,242.5500030517578
2024-12-23,241.3600006103516,238.69000244140625,237.97999572753903,241.7700042724609
2024-12-24,242.8800048828125,241.82000732421875,240.3800048828125,243.1000061035156
2024-12-26,243.72999572753903,241.9900054931641,240.75999450683597,243.94000244140625
2024-12-27,241.41000366210935,241.1199951171875,240.57000732421875,244.2400054931641
2024-12-30,239.8699951171875,239.8800048828125,237.6100006103516,241.1699981689453
2024-12-31,240.88999938964844,240.4199981689453,238.82000732421875,241.75
2025-01-02,240.88999938964844,242.22999572753903,240.00999450683597,242.7100067138672
2025-01-03,242.2899932861328,242.4199981689453,240.1199951171875,243.0800018310547
2025-01-06,241.8800048828125,241.82000732421875,240.80999755859372,246.0800018310547
2025-01-07,241.67999267578125,241.25,240.02999877929688,243.47000122070312
2025-01-08,242.7700042724609,243.50999450683597,238.94000244140625,244.0
2025-01-10,232.42999267578125,238.0,231.0,240.05999755859372
2025-01-13,233.3300018310547,230.9499969482422,230.22999572753903,234.57000732421875
2025-01-14,236.92999267578125,232.5,231.0399932861328,237.22999572753903
2025-01-15,239.97999572753903,240.1300048828125,239.6300048828125,242.17999267578125
2025-01-16,242.3699951171875,239.88999938964844,239.8800048828125,242.6999969482422
2025-01-17,239.5200042724609,242.2100067138672,239.5200042724609,244.1000061035156
2025-01-21,239.16000366210935,241.3999938964844,238.3500061035156,241.8800048828125
2025-01-22,246.72000122070312,250.5,246.0,254.4199981689453
2025-01-23,241.50999450683597,243.75,240.3600006103516,244.7100067138672
2025-01-24,241.8600006103516,244.08999633789065,240.6499938964844,244.13999938964844
2025-01-27,251.00999450683597,244.19000244140625,243.47000122070312,251.2400054931641
2025-01-28,248.42999267578125,251.72999572753903,247.88999938964844,252.1499938964844
2025-01-29,249.5200042724609,247.6100006103516,247.0,251.7899932861328
2025-01-30,249.08999633789065,252.1000061035156,247.22000122070312,252.1000061035156
2025-01-31,245.17999267578125,248.3300018310547,245.0,250.0200042724609
2025-02-03,244.6000061035156,242.6199951171875,238.22000122070312,245.27999877929688
2025-02-04,244.05999755859372,244.69000244140625,243.13999938964844,246.75999450683597
2025-02-05,246.33999633789065,245.6000061035156,243.55999755859372,246.88999938964844
2025-02-06,247.63999938964844,249.0399932861328,245.5,249.2700042724609
2025-02-07,245.19000244140625,247.3500061035156,244.0399932861328,248.47000122070312
2025-02-10,242.4199981689453,245.0,241.97000122070312,245.19000244140625
2025-02-11,242.3500061035156,242.66000366210935,239.38999938964844,243.6000061035156
2025-02-12,240.66000366210935,239.5,238.3699951171875,242.05999755859372
2025-02-13,243.00999450683597,241.0500030517578,239.6699981689453,243.3300018310547
2025-02-14,238.3000030517578,242.0200042724609,236.9600067138672,242.44000244140625
2025-02-18,238.3999938964844,238.9499969482422,237.44000244140625,240.58999633789065
2025-02-19,242.3500061035156,241.33999633789065,239.22000122070312,242.8800048828125
2025-02-20,241.2400054931641,241.66000366210935,237.8000030517578,241.66000366210935
2025-02-21,240.02999877929688,242.42999267578125,238.69000244140625,242.75999450683597
2025-02-24,248.2400054931641,241.3600006103516,241.00999450683597,249.6699981689453
2025-02-25,252.50999450683597,250.3600006103516,248.9199981689453,255.1499938964844
2025-02-26,248.8500061035156,251.2100067138672,247.7400054931641,252.57000732421875
2025-02-27,254.7899932861328,249.8999938964844,249.8999938964844,255.4499969482422
2025-02-28,258.489990234375,256.5799865722656,254.50999450683597,258.7900085449219
2025-03-03,260.8399963378906,258.75,258.75,263.0799865722656
2025-03-04,255.6999969482422,261.9100036621094,255.3999938964844,262.3299865722656
2025-03-05,258.0299987792969,255.8699951171875,255.2899932861328,259.04998779296875
2025-03-06,256.0199890136719,256.75,253.25999450683597,257.9800109863281
2025-03-07,257.70001220703125,257.1000061035156,254.80999755859372,259.2900085449219
2025-03-10,256.6099853515625,255.57000732421875,254.55999755859372,262.9100036621094
2025-03-11,254.55999755859372,255.67999267578125,251.30999755859372,257.0400085449219
2025-03-12,251.9900054931641,254.47999572753903,248.08999633789065,255.1000061035156
2025-03-13,255.94000244140625,252.0399932861328,251.5399932861328,257.3099975585937
2025-03-14,260.9100036621094,256.54998779296875,254.6999969482422,261.9700012207031
2025-03-17,265.1300048828125,260.79998779296875,260.44000244140625,266.0899963378906
2025-03-18,260.5,264.3599853515625,260.0899963378906,266.739990234375
2025-03-19,261.32000732421875,260.04998779296875,259.2200012207031,262.8599853515625
2025-03-20,259.5400085449219,260.6300048828125,259.1099853515625,263.25
2025-03-21,256.70001220703125,259.010009765625,256.3900146484375,260.6099853515625
2025-03-24,259.44000244140625,258.82000732421875,256.7699890136719,259.9800109863281
2025-03-25,259.45001220703125,260.510009765625,256.4200134277344,261.760009765625
2025-03-26,262.260009765625,260.6300048828125,259.4200134277344,263.4599914550781
2025-03-27,262.67999267578125,264.2900085449219,260.1199951171875,264.3299865722656
2025-03-28,261.7900085449219,265.510009765625,261.489990234375,266.3099975585937
2025-03-31,264.4599914550781,261.8500061035156,261.260009765625,265.760009765625
2025-04-01,264.5400085449219,265.0,261.0899963378906,265.3900146484375
2025-04-02,264.489990234375,262.8299865722656,260.7300109863281,265.1600036621094
2025-04-03,263.1000061035156,262.57000732421875,260.7799987792969,266.2200012207031
2025-04-04,242.25999450683597,257.2200012207031,239.83999633789065,258.010009765625
2025-04-07,233.8300018310547,237.5500030517578,230.42999267578125,243.44000244140625
2025-04-08,236.52999877929688,241.8500061035156,233.0800018310547,242.8600006103516
2025-04-09,248.1000061035156,231.2400054931641,230.47000122070312,248.7100067138672
2025-04-10,245.1699981689453,246.6499938964844,239.4199981689453,248.6100006103516
2025-04-11,245.1300048828125,245.1699981689453,240.44000244140625,246.6100006103516
2025-04-14,250.83999633789065,248.52999877929688,247.55999755859372,252.2700042724609
2025-04-15,249.66000366210935,249.94000244140625,249.07000732421875,252.30999755859372
2025-04-16,252.47999572753903,255.7899932861328,251.3800048828125,260.3900146484375
2025-04-17,255.8600006103516,253.1100006103516,251.7899932861328,257.510009765625
2025-04-21,249.58999633789065,256.1199951171875,247.80999755859372,258.3900146484375
2025-04-22,261.3099975585937,253.3699951171875,252.00999450683597,262.7099914550781
2025-04-23,259.0799865722656,260.92999267578125,257.6400146484375,263.4200134277344
2025-04-24,260.3999938964844,257.8800048828125,255.3800048828125,261.45001220703125
2025-04-25,259.1600036621094,260.010009765625,255.8999938964844,260.3099975585937
2025-04-28,261.6099853515625,260.1300048828125,259.4800109863281,262.0599975585937
2025-04-29,264.04998779296875,262.17999267578125,260.82000732421875,264.5199890136719
2025-04-30,264.1300048828125,262.1400146484375,258.0899963378906,265.19000244140625
2025-05-01,261.45001220703125,261.760009765625,260.1099853515625,263.70001220703125
2025-05-02,267.4100036621094,264.0299987792969,262.7799987792969,267.79998779296875
2025-05-05,267.5400085449219,265.6400146484375,264.4700012207031,268.8099975585937
2025-05-06,268.04998779296875,266.5899963378906,265.3099975585937,268.760009765625
2025-05-07,268.8599853515625,267.6000061035156,266.92999267578125,270.4700012207031
2025-05-08,270.82000732421875,268.70001220703125,268.70001220703125,273.0799865722656
2025-05-09,269.75,270.75,269.260009765625,271.7300109863281
2025-05-12,268.0599975585937,270.20001220703125,262.6400146484375,270.3500061035156
2025-05-13,264.9200134277344,267.9100036621094,264.1700134277344,269.8999938964844
2025-05-14,262.5899963378906,265.94000244140625,261.0899963378906,265.94000244140625
2025-05-15,270.8999938964844,265.0799865722656,265.0799865722656,271.510009765625
2025-05-16,273.6300048828125,269.8099975585937,269.8099975585937,273.8900146484375
2025-05-19,274.5400085449219,273.75,272.20001220703125,275.0299987792969
2025-05-20,273.7099914550781,273.94000244140625,272.9200134277344,274.7900085449219
2025-05-21,271.1499938964844,273.0799865722656,270.0,273.67999267578125
2025-05-22,271.0799865722656,272.3299865722656,268.1199951171875,272.8299865722656
2025-05-23,271.0400085449219,271.5199890136719,268.95001220703125,272.9599914550781
2025-05-27,275.8800048828125,274.19000244140625,270.6099853515625,276.0599975585937
2025-05-28,273.6499938964844,275.6199951171875,272.6000061035156,276.2099914550781
2025-05-29,274.4100036621094,273.2900085449219,272.2099914550781,275.0899963378906
2025-05-30,275.70001220703125,273.8999938964844,272.6099853515625,277.6499938964844
2025-06-02,276.3399963378906,273.4200134277344,272.2099914550781,276.3999938964844
2025-06-03,276.07000732421875,276.3399963378906,270.7099914550781,277.8299865722656
2025-06-04,271.8599853515625,276.1499938964844,271.8399963378906,276.1499938964844
2025-06-05,271.0199890136719,271.6099853515625,269.5,273.04998779296875
2025-06-06,273.69000244140625,273.3099975585937,272.0799865722656,275.5799865722656
2025-06-09,267.7799987792969,273.5599975585937,262.92999267578125,273.5599975585937
2025-06-10,263.0,266.4700012207031,262.42999267578125,266.4700012207031
2025-06-11,261.2699890136719,262.6099853515625,260.239990234375,264.0
2025-06-12,265.95001220703125,260.2900085449219,258.8399963378906,266.0799865722656
2025-06-13,263.4700012207031,264.3099975585937,262.82000732421875,266.79998779296875
","date,5-day,20-day,60-day
2025-01-21,239.8586669921875,239.60552251906623,246.41634378068434
2025-01-22,242.23466796875,240.23676082066126,246.31908153262947
2025-01-23,242.221332804362,240.32890327090308,246.05680813815425
2025-01-24,242.22266642252603,240.450808207194,245.81415790495325
2025-01-27,245.30799763997396,241.44176018124534,245.87622878277887
2025-01-28,246.76732889811197,242.14828345889137,245.85445260636794
2025-01-29,247.9719980875651,242.93623642694382,245.86854566563673
2025-01-30,248.84666442871094,243.64461720784504,245.86885157517398
2025-01-31,247.91266276041668,243.93671191987536,245.7392393351904
2025-02-03,246.56399943033855,244.15314127604168,245.5908625118068
2025-02-04,245.4626658121745,244.30047454833985,245.42380234348317
2025-02-05,245.41266479492188,244.6565219697498,245.3319224623383
2025-02-06,246.00799865722655,245.1151411510649,245.2868241023496
2025-02-07,245.88333333333333,245.31204630533855,245.16393349235827
2025-02-10,244.83466593424478,245.2336177280971,244.95661651944854
2025-02-11,243.9080017089844,245.100951785133,244.75571510023107
2025-02-12,242.5320027669271,244.7643808274042,244.5079502043177
2025-02-13,242.31800028483073,244.6338565644764,244.34598282777546
2025-02-14,240.84266764322916,244.0403331211635,244.0369720125459
2025-02-18,239.85999857584636,243.47571353004093,243.74354559893166
2025-02-19,240.46200052897134,243.29261896042595,243.59290101098233
2025-02-20,240.69400227864583,242.98861955915177,243.41510885269915
2025-02-21,240.48400166829427,242.59547664097377,243.20636018846855
2025-02-24,243.20933634440104,242.991286722819,243.27814726282338
2025-02-25,246.6953338623047,243.7633814493815,243.49770993092022
2025-02-26,248.02066853841146,244.1797629946754,243.60203254574634
2025-02-27,250.89266560872395,245.1598575410389,243.90926183481685
2025-02-28,254.09466247558595,246.4672375633603,244.34428884370732
2025-03-03,256.8493286132813,247.9536658150809,244.86049092610676
2025-03-04,257.0506622314453,248.8759988693964,245.20962746208482
2025-03-05,257.8159962972005,249.96737976074218,245.63782963153443
2025-03-06,257.29932759602866,250.80080733526322,246.0021790217832
2025-03-07,257.2606669108073,251.74814191545758,246.425567435176
2025-03-10,256.9113291422526,252.54375959123885,246.81510249903945
2025-03-11,256.16066284179686,253.08975946335565,247.1348620138533
2025-03-12,254.62933247884115,253.33318866548083,247.36658353544976
2025-03-13,254.817333984375,253.90690329415457,247.7240699809757
2025-03-14,256.6673350016276,254.88118947347004,248.23791712359653
2025-03-17,259.7100036621094,256.1721423921131,248.88214135508719
2025-03-18,260.64133605957034,256.8943805512928,249.36425613653464
2025-03-19,261.4500040690104,257.5894765218099,249.86404328893443
2025-03-20,261.0433390299479,258.02471545991443,250.29165014881906
2025-03-21,259.45000813802085,258.1023356846401,250.61421341192528
2025-03-24,259.05067342122396,258.361526343936,251.01790202823494
2025-03-25,259.0340087890625,258.56833699544273,251.41203905116012
2025-03-26,260.0240091959635,259.0097187587193,251.88925249276917
2025-03-27,261.0913370768229,259.42724173409596,252.37011017512754
2025-03-28,261.6526713053385,259.7224328903925,252.81016510510054
2025-03-31,262.76466674804686,260.2561937604632,253.32578230894327
2025-04-01,263.56866861979165,260.78033723377047,253.8311432468435
2025-04-02,264.01666463216145,261.2576217651367,254.32194073786502
2025-04-03,263.8526672363281,261.57176499139695,254.75503383282103
2025-04-04,256.71399841308596,259.8674308413551,254.4932522299511
2025-04-07,248.06733296712238,257.4337641398112,253.9547604837053
2025-04-08,242.36266581217447,255.36571611676897,253.5096784748015
2025-04-09,242.3820017496745,254.48543069022043,253.44170052783736
2025-04-10,242.517333984375,253.34462069556827,253.26958570636685
2025-04-11,243.8346689860026,252.25128755115327,253.09165689437117
2025-04-14,246.86400044759114,251.7769059680757,253.098126704315
2025-04-15,248.36600138346355,251.25819178989954,253.06127981383943
2025-04-16,249.932666015625,251.05966731480189,253.11135069633443
2025-04-17,252.33399963378906,251.2251433599563,253.264962726864
2025-04-21,251.9326649983724,250.81099998837425,253.2080063116355
2025-04-22,255.14066467285156,251.54690442766463,253.530896929965
2025-04-23,256.90732727050784,252.0615221296038,253.77004402035573
2025-04-24,258.4859934488932,252.7036168416341,254.0480602076796
2025-04-25,259.123329671224,253.2364744640532,254.27887999320942
2025-04-28,260.3573262532552,254.01942552839006,254.58475928801656
2025-04-29,261.6033243815104,255.03561503092448,254.96379713881862
2025-04-30,262.6933288574219,256.0613776070731,255.33514702802148
2025-05-01,262.55333455403644,256.8338551839193,255.60795617442312
2025-05-02,264.3300028483073,258.1884270804269,256.06667213648393
2025-05-05,265.6000061035156,259.5348565964472,256.51813688851445
2025-05-06,266.64466756184896,260.80947454543343,256.9754479496857
2025-05-07,267.6926615397135,261.99828280494324,257.4468245125859
2025-05-08,269.0786641438802,263.21980750674294,257.9680160105554
2025-05-09,269.48333129882815,264.23123626708986,258.43856792345724
2025-05-12,269.1686645507813,264.96466478620255,258.83781374738516
2025-05-13,267.7726704915365,265.28985675630116,259.12042074568285
2025-05-14,265.8086690266927,265.326094636463,259.31208728727745
2025-05-15,267.032666015625,266.0921894618443,259.7629941846504
2025-05-16,269.1613342285156,267.0305710565476,260.28780855272635
2025-05-19,271.3346700032552,267.9710005987258,260.8247596532269
2025-05-20,272.79933268229166,268.713571312314,261.31563914981695
2025-05-21,272.8246643066406,269.15328514462425,261.7086662751078
2025-05-22,272.25599365234376,269.5288553873698,262.0892122862769
2025-05-23,271.66199747721356,269.8497610909598,262.45630001214033
2025-05-27,272.8539998372396,270.575047374907,262.97319635276585
2025-05-28,273.2133321126302,271.01999918619794,263.4074748388405
2025-05-29,273.8300008138021,271.49161856515065,263.8596716792206
2025-05-30,274.6593383789062,272.03714352562315,264.3439398343446
2025-06-02,275.3940022786458,272.5757622128441,264.8395353306838
2025-06-03,275.6853373209635,273.0461438860212,265.3151748990752
2025-06-04,274.5606648763021,273.0749520438058,265.6427427114685
2025-06-05,273.27532755533855,273.00561770484563,265.93443632699103
2025-06-06,273.105995686849,273.18028462727864,266.30467683552394
2025-06-09,271.1006632486979,272.778427414667,266.4692888103548
2025-06-10,268.0726643880208,271.93071318126863,266.4707095703792
2025-06-11,265.3393290201823,270.9423312232608,266.41426658421915
2025-06-12,264.8720011393229,270.417046828497,266.51337627973714
2025-06-13,263.91600138346354,269.6395708356585,266.52819599089077
"
3211,US,technical,"From May 01, 2023 to May 13, 2023, what proportion of days had the 5, 20, 60-day Weighted Moving Average lines of Texas Pacific Land Corporation in short alignment? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2023-02-03,223.25999450683597,215.1522216796875,215.1522216796875,223.27444458007807
2023-02-06,212.7077789306641,222.35667419433597,204.3800048828125,222.35667419433597
2023-02-07,221.05667114257807,215.6499938964844,209.1922149658203,221.76222229003903
2023-02-08,210.9577789306641,218.2844390869141,208.3500061035156,218.5977783203125
2023-02-09,208.50999450683597,210.00222778320312,207.2755584716797,215.4344482421875
2023-02-10,213.7533264160156,210.29444885253903,209.6566619873047,217.00555419921875
2023-02-13,211.0677795410156,213.77777099609372,207.60777282714844,213.77777099609372
2023-02-14,214.2844390869141,210.5333404541016,208.7377777099609,215.7755584716797
2023-02-15,210.8788909912109,209.99888610839844,203.8922271728516,211.10333251953125
2023-02-16,208.27999877929688,210.89889526367188,208.27999877929688,214.43333435058597
2023-02-17,199.4166717529297,205.52667236328125,196.1300048828125,205.52667236328125
2023-02-21,199.99888610839844,197.50222778320312,196.6677703857422,202.9888916015625
2023-02-22,198.7611083984375,199.99777221679688,195.6766662597656,199.99777221679688
2023-02-23,196.5833282470703,196.11111450195312,192.01333618164065,200.80332946777344
2023-02-24,196.29888916015625,194.0288848876953,193.49444580078125,198.4955596923828
2023-02-27,197.727783203125,197.91221618652344,196.9322204589844,202.11778259277344
2023-02-28,197.79888916015625,198.8000030517578,197.0211181640625,200.8955535888672
2023-03-01,199.48110961914065,199.05332946777344,198.445556640625,202.16888427734372
2023-03-02,201.4411163330078,199.19332885742188,197.2088928222656,203.7388916015625
2023-03-03,201.8800048828125,199.62110900878903,199.16555786132807,202.2322235107422
2023-03-06,202.44778442382807,199.40444946289065,199.40444946289065,202.7211151123047
2023-03-07,197.60110473632807,199.30332946777344,195.0111083984375,199.39111328125
2023-03-08,197.20443725585935,196.5044403076172,196.0666656494141,198.8111114501953
2023-03-09,194.33999633789065,200.72555541992188,192.85777282714844,200.88888549804688
2023-03-10,189.33444213867188,194.3411102294922,187.8177795410156,195.55555725097656
2023-03-13,186.43556213378903,185.3233337402344,185.0255584716797,191.21221923828125
2023-03-14,183.2933349609375,188.88888549804688,180.8255615234375,191.3655548095703
2023-03-15,177.09222412109375,177.25332641601562,171.0211181640625,180.0044403076172
2023-03-16,184.3733367919922,172.4177703857422,171.8955535888672,184.7077789306641
2023-03-17,181.477783203125,187.0911102294922,179.36111450195312,187.0911102294922
2023-03-20,186.69778442382807,181.8000030517578,181.8000030517578,190.2400054931641
2023-03-21,189.61111450195312,189.977783203125,184.2866668701172,190.6422271728516
2023-03-22,182.89666748046875,189.94332885742188,182.8955535888672,189.94332885742188
2023-03-23,182.2066650390625,183.5688934326172,179.56777954101562,186.05221557617188
2023-03-24,183.48110961914065,178.87110900878906,176.66444396972656,183.60333251953125
2023-03-27,186.00222778320312,185.8277740478516,183.88888549804688,188.663330078125
2023-03-28,188.64889526367188,184.22999572753903,184.22999572753903,188.7644500732422
2023-03-29,188.00555419921875,190.5666656494141,188.00555419921875,190.5666656494141
2023-03-30,188.3155517578125,189.70443725585935,187.4499969482422,190.0
2023-03-31,189.00222778320312,189.8411102294922,185.0800018310547,190.3222198486328
2023-04-03,199.45443725585935,194.55667114257807,194.55667114257807,200.85333251953125
2023-04-04,192.9177703857422,199.58778381347656,191.4577789306641,199.58778381347656
2023-04-05,196.10888671875,191.4277801513672,190.5,196.10888671875
2023-04-06,192.5044403076172,196.9600067138672,192.11666870117188,196.9600067138672
2023-04-10,195.7655487060547,193.3111114501953,192.30555725097656,195.9611053466797
2023-04-11,200.4644470214844,199.9744415283203,195.618896484375,200.4644470214844
2023-04-12,192.87777709960935,199.913330078125,192.08444213867188,204.1844482421875
2023-04-13,191.97222900390625,191.5577850341797,190.0588836669922,193.87222290039065
2023-04-14,190.5044403076172,192.02333068847656,188.4744415283203,192.55555725097656
2023-04-17,183.92222595214844,188.86666870117188,183.38555908203125,188.86666870117188
2023-04-18,179.5944366455078,181.5933380126953,178.30221557617188,181.5933380126953
2023-04-19,175.28443908691406,178.22222900390625,174.63888549804688,178.22222900390625
2023-04-20,173.304443359375,172.9855499267578,169.02999877929688,174.0944366455078
2023-04-21,173.00111389160156,173.10667419433594,171.2611083984375,173.5399932861328
2023-04-24,174.7788848876953,172.22222900390625,172.22222900390625,176.53555297851562
2023-04-25,168.11444091796875,172.7355499267578,164.79666137695312,172.7355499267578
2023-04-26,163.75555419921875,165.4844512939453,163.40777587890625,166.7866668701172
2023-04-27,161.8300018310547,163.90110778808594,160.34222412109375,164.5477752685547
2023-04-28,164.18333435058594,162.336669921875,162.22222900390625,166.6666717529297
2023-05-01,164.1266632080078,163.16888427734375,162.7100067138672,165.37110900878906
2023-05-02,159.55332946777344,161.2755584716797,158.19667053222656,162.7100067138672
2023-05-03,159.2388916015625,157.5366668701172,156.67666625976562,160.1999969482422
2023-05-04,153.46665954589844,156.11111450195312,153.46665954589844,158.09889221191406
2023-05-05,156.9055633544922,158.10888671875,154.51666259765625,160.0111083984375
2023-05-08,155.52000427246094,160.46665954589844,154.32110595703125,160.46665954589844
2023-05-09,154.84555053710938,155.44332885742188,153.3333282470703,156.67222595214844
2023-05-10,154.0211181640625,155.79556274414062,153.45443725585938,156.99888610839844
2023-05-11,151.58555603027344,152.22222900390625,150.5399932861328,152.66111755371094
2023-05-12,151.75555419921875,153.58444213867188,151.58444213867188,153.7066650390625
","date,5-day,20-day,60-day
2023-05-01,163.89881388346353,174.9008292788551,185.20609787070686
2023-05-02,162.2825907389323,172.7894058227539,184.1438694604759
2023-05-03,161.13229573567708,170.83804117838542,183.10614399727575
2023-05-04,158.3590342203776,168.4973157610212,181.90838299527195
2023-05-05,157.2896301269531,166.68716321672713,180.86030737037868
2023-05-08,156.24355773925782,164.9145711263021,179.79634030868448
2023-05-09,155.54644470214845,163.2693907964797,178.7392162885822
2023-05-10,154.88837280273438,161.76292593819755,177.68725174033577
2023-05-11,153.76629842122395,160.20953449067616,176.58660573490332
2023-05-12,152.8262969970703,158.8646508353097,175.52579512465846
"
3212,US,technical,"During May 28, 2024 to November 16, 2024, what percentage of trading days showed long alignment of Jack Henry & Associates's 5, 10, 20-day Weighted Moving Average lines? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",40.4959,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-04-30,162.69000244140625,165.02999877929688,162.24000549316406,165.0399932861328
2024-05-01,162.52000427246094,162.5800018310547,162.1999969482422,164.38999938964844
2024-05-02,162.50999450683594,163.16000366210938,161.0,164.0
2024-05-03,164.17999267578125,163.07000732421875,162.42999267578125,164.49000549316406
2024-05-06,164.9600067138672,165.0,163.3699951171875,165.7100067138672
2024-05-07,165.64999389648438,165.9499969482422,164.60000610351562,167.32000732421875
2024-05-08,165.58999633789062,166.8699951171875,165.14999389648438,172.47000122070312
2024-05-09,169.0399932861328,166.19000244140625,165.88999938964844,169.1300048828125
2024-05-10,169.24000549316406,169.1699981689453,167.9600067138672,169.9600067138672
2024-05-13,167.72000122070312,170.0,167.02000427246094,170.1999969482422
2024-05-14,165.69000244140625,168.24000549316406,163.25999450683594,168.24000549316406
2024-05-15,167.8300018310547,166.61000061035156,165.91000366210938,167.9499969482422
2024-05-16,169.3800048828125,167.8300018310547,167.1199951171875,169.85000610351562
2024-05-17,168.99000549316406,169.66000366210938,167.0500030517578,169.66000366210938
2024-05-20,169.4499969482422,168.9600067138672,167.77999877929688,170.17999267578125
2024-05-21,169.0800018310547,169.69000244140625,168.22000122070312,170.0800018310547
2024-05-22,169.6300048828125,168.80999755859375,168.64999389648438,170.2100067138672
2024-05-23,168.3300018310547,169.4199981689453,167.9199981689453,169.72000122070312
2024-05-24,168.61000061035156,168.25999450683594,167.22999572753906,168.72999572753906
2024-05-28,162.57000732421875,167.9199981689453,161.8699951171875,167.9199981689453
2024-05-29,161.52999877929688,161.11000061035156,160.17999267578125,162.6199951171875
2024-05-30,161.14999389648438,161.52999877929688,160.1699981689453,162.52000427246094
2024-05-31,164.67999267578125,161.42999267578125,160.69000244140625,164.77000427246094
2024-06-03,163.25999450683594,164.1199951171875,161.66000366210938,165.41000366210938
2024-06-04,161.6999969482422,162.33999633789062,161.30999755859375,163.9499969482422
2024-06-05,164.3800048828125,162.36000061035156,161.4499969482422,164.75
2024-06-06,164.5500030517578,164.64999389648438,164.2899932861328,165.88999938964844
2024-06-07,164.77999877929688,164.0,163.44000244140625,165.44000244140625
2024-06-10,164.0500030517578,164.64999389648438,161.64999389648438,164.75999450683594
2024-06-11,161.52999877929688,163.33999633789062,161.19000244140625,164.47000122070312
2024-06-12,160.2100067138672,162.55999755859375,160.08999633789062,163.05999755859375
2024-06-13,158.5500030517578,159.5800018310547,157.0,159.82000732421875
2024-06-14,161.57000732421875,158.02999877929688,157.9199981689453,161.66000366210938
2024-06-17,165.0399932861328,161.0,160.0399932861328,165.60000610351562
2024-06-18,162.2100067138672,165.17999267578125,162.00999450683594,165.75999450683594
2024-06-20,165.8800048828125,162.0,161.86000061035156,166.58999633789062
2024-06-21,166.74000549316406,166.3800048828125,165.14999389648438,167.33999633789062
2024-06-24,166.42999267578125,166.33999633789062,165.85000610351562,168.4199981689453
2024-06-25,166.36000061035156,166.69000244140625,164.5500030517578,167.0500030517578
2024-06-26,167.11000061035156,165.8699951171875,165.1699981689453,167.42999267578125
2024-06-27,166.72000122070312,167.0800018310547,166.0399932861328,168.19000244140625
2024-06-28,166.02000427246094,167.02000427246094,165.0,168.6999969482422
2024-07-01,163.49000549316406,166.63999938964844,162.44000244140625,167.02000427246094
2024-07-02,163.75999450683594,163.97000122070312,163.30999755859375,165.24000549316406
2024-07-03,163.64999389648438,163.38999938964844,162.30999755859375,164.41000366210938
2024-07-05,163.05999755859375,163.64999389648438,162.47999572753906,163.8300018310547
2024-07-08,164.33999633789062,163.2899932861328,162.82000732421875,164.99000549316406
2024-07-09,162.8800048828125,164.33999633789062,162.72999572753906,164.7100067138672
2024-07-10,160.8699951171875,162.91000366210938,158.6199951171875,162.91000366210938
2024-07-11,164.13999938964844,162.11000061035156,161.47999572753906,164.1999969482422
2024-07-12,166.27999877929688,164.9199981689453,164.75999450683594,167.6300048828125
2024-07-15,167.3699951171875,166.27000427246094,164.9199981689453,168.50999450683594
2024-07-16,169.74000549316406,168.2100067138672,167.39999389648438,170.67999267578125
2024-07-17,169.74000549316406,170.00999450683594,168.97000122070312,171.1300048828125
2024-07-18,168.0500030517578,168.74000549316406,167.86000061035156,171.44000244140625
2024-07-19,166.10000610351562,168.60000610351562,165.6300048828125,169.89999389648438
2024-07-22,168.94000244140625,166.72999572753906,165.97000122070312,169.3300018310547
2024-07-23,167.07000732421875,169.38999938964844,166.7100067138672,169.8000030517578
2024-07-24,167.92999267578125,167.07000732421875,166.67999267578125,169.0
2024-07-25,167.47999572753906,168.7899932861328,167.32000732421875,172.0
2024-07-26,170.3300018310547,168.07000732421875,168.00999450683594,170.5800018310547
2024-07-29,170.1699981689453,170.61000061035156,169.1999969482422,171.94000244140625
2024-07-30,172.41000366210938,170.97000122070312,169.39999389648438,172.8300018310547
2024-07-31,171.47999572753906,172.6999969482422,171.0,173.0399932861328
2024-08-01,169.07000732421875,171.39999389648438,168.3000030517578,172.05999755859375
2024-08-02,170.2100067138672,168.33999633789062,166.77999877929688,171.0800018310547
2024-08-05,163.8000030517578,168.8800048828125,163.58999633789062,169.0
2024-08-06,166.50999450683594,164.02000427246094,163.72999572753906,168.52000427246094
2024-08-07,166.00999450683594,167.27999877929688,165.02000427246094,169.50999450683594
2024-08-08,167.35000610351562,166.3699951171875,165.82000732421875,168.27000427246094
2024-08-09,166.44000244140625,167.5,166.02000427246094,168.49000549316406
2024-08-12,162.7100067138672,166.42999267578125,162.57000732421875,166.6300048828125
2024-08-13,165.16000366210938,163.17999267578125,162.08999633789062,165.22999572753906
2024-08-14,164.7899932861328,164.91000366210938,164.17999267578125,166.39999389648438
2024-08-15,164.77000427246094,165.42999267578125,162.77000427246094,166.5
2024-08-16,165.07000732421875,164.4199981689453,163.74000549316406,165.4499969482422
2024-08-19,164.08999633789062,165.52999877929688,163.27999877929688,165.88999938964844
2024-08-20,165.5500030517578,164.11000061035156,163.57000732421875,166.75999450683594
2024-08-21,165.4499969482422,162.0,160.22999572753906,167.66000366210938
2024-08-22,163.7899932861328,165.4199981689453,162.58999633789062,166.66000366210938
2024-08-23,164.6300048828125,164.1199951171875,163.3699951171875,164.85000610351562
2024-08-26,168.83999633789062,165.41000366210938,164.6300048828125,169.39999389648438
2024-08-27,171.38999938964844,168.83999633789062,168.1699981689453,171.6699981689453
2024-08-28,173.75999450683594,171.94000244140625,171.94000244140625,174.8699951171875
2024-08-29,171.88999938964844,174.60000610351562,171.67999267578125,174.60000610351562
2024-08-30,173.02999877929688,172.0800018310547,171.25,173.3300018310547
2024-09-03,175.0800018310547,173.02999877929688,173.02999877929688,177.6699981689453
2024-09-04,174.08999633789062,173.6699981689453,172.44000244140625,174.63999938964844
2024-09-05,173.2100067138672,174.97999572753906,171.6199951171875,174.97999572753906
2024-09-06,169.63999938964844,173.13999938964844,169.52999877929688,173.85000610351562
2024-09-09,171.89999389648438,170.67999267578125,170.3300018310547,173.6300048828125
2024-09-10,175.0399932861328,172.27000427246094,171.25,175.52000427246094
2024-09-11,174.00999450683594,174.77999877929688,170.32000732421875,174.8300018310547
2024-09-12,175.5399932861328,174.41000366210938,173.4499969482422,176.0
2024-09-13,176.07000732421875,175.97999572753906,175.16000366210938,176.55999755859375
2024-09-16,177.05999755859375,176.67999267578125,176.25,177.7100067138672
2024-09-17,175.69000244140625,176.8300018310547,175.0399932861328,177.5
2024-09-18,174.2100067138672,175.97000122070312,174.05999755859375,176.5
2024-09-19,175.60000610351562,176.13999938964844,173.99000549316406,176.13999938964844
2024-09-20,173.58999633789062,175.39999389648438,173.00999450683594,175.39999389648438
2024-09-23,174.85000610351562,174.1300048828125,173.7100067138672,175.89999389648438
2024-09-24,173.7100067138672,174.8699951171875,173.10000610351562,175.0500030517578
2024-09-25,170.27999877929688,174.14999389648438,169.99000549316406,174.14999389648438
2024-09-26,174.13999938964844,170.8000030517578,170.2899932861328,174.47000122070312
2024-09-27,175.99000549316406,174.02999877929688,174.02999877929688,176.89999389648438
2024-09-30,176.5399932861328,176.2899932861328,175.1300048828125,177.0800018310547
2024-10-01,179.6999969482422,176.77999877929688,175.00999450683594,181.07000732421875
2024-10-02,179.5500030517578,179.1199951171875,177.2899932861328,179.6300048828125
2024-10-03,183.5800018310547,179.35000610351562,179.0399932861328,183.75
2024-10-04,182.13999938964844,184.2899932861328,181.63999938964844,184.82000732421875
2024-10-07,179.80999755859375,181.44000244140625,179.50999450683594,181.8999938964844
2024-10-08,181.2899932861328,180.0,179.1999969482422,181.7100067138672
2024-10-09,182.4499969482422,181.3500061035156,181.3500061035156,183.8500061035156
2024-10-10,181.5800018310547,181.7700042724609,180.8699951171875,182.7700042724609
2024-10-11,183.3800048828125,182.5800018310547,182.5800018310547,184.80999755859372
2024-10-14,184.2899932861328,183.7400054931641,182.9600067138672,184.6499938964844
2024-10-15,184.7100067138672,184.5,183.7899932861328,186.02999877929688
2024-10-16,185.6699981689453,184.16000366210935,183.07000732421875,186.7700042724609
2024-10-17,185.97999572753903,186.1199951171875,184.3699951171875,186.92999267578125
2024-10-18,186.1199951171875,186.33999633789065,185.0399932861328,186.8300018310547
2024-10-21,184.97000122070312,185.57000732421875,184.32000732421875,186.9199981689453
2024-10-22,183.27999877929688,184.30999755859372,182.2899932861328,184.72999572753903
2024-10-23,184.4199981689453,183.2100067138672,182.8500061035156,184.7400054931641
2024-10-24,184.58999633789065,184.44000244140625,183.5500030517578,185.2100067138672
2024-10-25,182.44000244140625,184.77999877929688,182.22999572753903,185.55999755859372
2024-10-28,183.57000732421875,183.63999938964844,183.0800018310547,184.50999450683597
2024-10-29,182.66000366210935,183.3500061035156,182.41000366210935,183.67999267578125
2024-10-30,182.77999877929688,182.5500030517578,181.75999450683597,183.67999267578125
2024-10-31,181.92999267578125,182.42999267578125,181.5200042724609,184.0
2024-11-01,183.05999755859372,181.4499969482422,180.9499969482422,183.5500030517578
2024-11-04,184.32000732421875,183.05999755859372,183.05999755859372,186.41000366210935
2024-11-05,185.5200042724609,184.32000732421875,182.75999450683597,185.8000030517578
2024-11-06,180.3999938964844,189.3600006103516,177.6300048828125,189.6300048828125
2024-11-07,179.97000122070312,180.32000732421875,178.0,181.69000244140625
2024-11-08,179.77000427246094,180.5200042724609,179.14999389648438,183.67999267578125
2024-11-11,177.05999755859375,179.0399932861328,176.22999572753906,180.47999572753903
2024-11-12,177.11000061035156,177.17999267578125,175.27000427246094,177.27999877929688
2024-11-13,174.9499969482422,177.69000244140625,173.9600067138672,177.69000244140625
2024-11-14,172.4499969482422,175.0500030517578,171.8300018310547,175.57000732421875
2024-11-15,173.2100067138672,172.9199981689453,171.3800048828125,173.4499969482422
","date,5-day,10-day,20-day
2024-05-28,166.70800374348957,167.7167302911932,167.5357637677874
2024-05-29,164.67000223795574,166.54836592240767,167.04500165666852
2024-05-30,163.0086659749349,165.38654618696734,166.52357243129185
2024-05-31,163.0893300374349,164.98799910111862,166.34485742478142
2024-06-03,162.93999532063802,164.41672529740768,166.02057117280506
2024-06-04,162.62732849121093,163.66599759188566,165.55209466843377
2024-06-05,163.26599833170573,163.5434531471946,165.35438087100076
2024-06-06,163.77133382161458,163.53727195046164,165.1789049421038
2024-06-07,164.12666727701824,163.66527182839133,165.03028571719216
2024-06-10,164.23200174967448,163.72509072043678,164.83242877778554
2024-06-11,163.44466756184895,163.40963606400922,164.4192857288179
2024-06-12,162.22866923014323,162.87309209650212,163.90990535191128
2024-06-13,160.73733622233073,162.05872913707387,163.26852460588728
2024-06-14,160.65267130533854,161.8407304243608,162.95895378476098
2024-06-17,161.93866780598958,162.31018343838778,163.01704828171503
2024-06-18,162.21533610026043,162.23272982510653,162.82442982991537
2024-06-20,163.67000325520834,162.81327570134943,163.01581115722655
2024-06-21,165.03333740234376,163.52291259765624,163.30433538527717
2024-06-24,165.7473337809245,164.1363653009588,163.5770964849563
2024-06-25,166.11400044759114,164.70709228515625,163.85223933628626
2024-06-26,166.64266662597657,165.37218295010652,164.20952504475912
2024-06-27,166.71466674804688,165.8649100563743,164.50804893856957
2024-06-28,166.4973347981771,166.11200145374644,164.71519215901694
2024-07-01,165.48467000325522,165.76327486905186,164.65819258916946
2024-07-02,164.75800069173178,165.42872813831676,164.6325728643508
2024-07-03,164.16799825032552,165.0974540016868,164.5940959385463
2024-07-05,163.61199747721355,164.63272621848367,164.49014318557013
2024-07-08,163.7266632080078,164.45199834650214,164.5143808274042
2024-07-09,163.46666564941407,164.04945401278408,164.40057169596355
2024-07-10,162.57733154296875,163.34599859064275,164.10438065301804
2024-07-11,162.97066548665364,163.33690768155185,164.13476148332867
2024-07-12,164.04466552734374,163.77090759277343,164.3565232049851
2024-07-15,165.2673309326172,164.411088700728,164.65318937755765
2024-07-16,167.0779998779297,165.45763549804687,165.1335708618164
2024-07-17,168.43133544921875,166.3905459317294,165.5750475928897
2024-07-18,168.6300028483073,166.90745572176846,165.83319069998606
2024-07-19,167.91800435384116,166.98982044566762,165.87781030564082
2024-07-22,168.1646708170573,167.53327525745738,166.19185812813896
2024-07-23,167.68333841959637,167.65309448242186,166.3173350016276
2024-07-24,167.66666768391926,167.8530928178267,166.52166755312965
2024-07-25,167.62066548665365,167.84290993430398,166.67566709972564
2024-07-26,168.5626658121745,168.2901827725497,167.09933391752696
2024-07-29,169.1693318684896,168.63472761674362,167.490571812221
2024-07-30,170.44066670735677,169.33563704057173,168.07538168770927
2024-07-31,171.0459991455078,169.81890869140625,168.52914319719588
2024-08-01,170.61133524576823,169.8323644464666,168.71662009102957
2024-08-02,170.45067036946614,170.03454728560015,168.98685876755488
2024-08-05,168.16133728027344,168.9965476296165,168.6125732421875
2024-08-06,167.20000101725262,168.54472822709516,168.4989535377139
2024-08-07,166.46533203125,168.01218178488992,168.320429120745
2024-08-08,166.54200032552083,167.75818287242544,168.245048668271
2024-08-09,166.43000081380208,167.34109219637784,168.06771545410157
2024-08-12,165.3260030110677,166.3165477405895,167.53438262939454
2024-08-13,165.11133728027343,165.87309348366477,167.25657326834542
2024-08-14,164.86333414713542,165.49418279474432,166.9653343563988
2024-08-15,164.69000142415365,165.2332741477273,166.69576321556454
2024-08-16,164.7886698404948,165.10509338378907,166.47038283575148
2024-08-19,164.6520009358724,164.89218333851207,166.15657283238002
2024-08-20,164.91000162760417,164.93945645419035,166.0049063546317
2024-08-21,165.1086669921875,164.98600103204902,165.8509536016555
2024-08-22,164.70999755859376,164.74090853604403,165.55071476527624
2024-08-23,164.65666605631512,164.71327292702415,165.34804847353982
2024-08-26,166.03599853515624,165.48399935635652,165.57347659156437
2024-08-27,167.94866536458332,166.60690834738992,166.0480954851423
2024-08-28,170.26199747721355,168.04745289195668,166.75328536260696
2024-08-29,171.397998046875,168.984907393022,167.26952332996186
2024-08-30,172.3739980061849,170.00018005371095,167.8809041341146
2024-09-03,173.47333272298178,171.24345342462712,168.67409479050409
2024-09-04,173.82666524251303,172.10690751509233,169.319284929548
2024-09-05,173.7066680908203,172.65509088689632,169.84457128615605
2024-09-06,172.43333435058594,172.41309093128552,169.99557117280506
2024-09-09,172.0633321126302,172.47563532049006,170.3509039015997
2024-09-10,172.8153299967448,172.9769070712003,170.97928423200335
2024-09-11,173.2266621907552,173.17817909934303,171.4508552187965
2024-09-12,174.15332743326823,173.60999644886363,172.0259975615002
2024-09-13,175.10133158365886,174.1058163729581,172.60042695545016
2024-09-16,175.95066528320314,174.70563437721947,173.2153315952846
2024-09-17,175.99933369954428,174.98308965509588,173.64266531808036
2024-09-18,175.51133626302084,174.98036388050426,173.87380894252232
2024-09-19,175.47333780924478,175.22818326083097,174.1960953485398
2024-09-20,174.76133524576824,175.0670917857777,174.27861887613932
2024-09-23,174.6346700032552,175.06327486905184,174.43447665259953
2024-09-24,174.27533772786458,174.7985487504439,174.43309638613746
2024-09-25,172.90466918945313,173.93436639959162,174.0818581717355
2024-09-26,173.0826680501302,173.8398204456676,174.10352478027343
2024-09-27,173.97466939290365,174.10709367231888,174.29957289922805
2024-09-30,174.88999938964844,174.4758192582564,174.52847696940105
2024-10-01,176.7459981282552,175.42854558771307,175.04161950974236
2024-10-02,178.1526662190755,176.28109130859374,175.51847694033668
2024-10-03,180.2846669514974,177.7692732377486,176.35314374651227
2024-10-04,181.30733337402344,178.85054570978338,177.00128653390067
2024-10-07,181.1433329264323,179.35272688432173,177.36800057547433
2024-10-08,181.2546641031901,180.0338165283203,177.83799990699404
2024-10-09,181.64666341145832,180.7879979913885,178.38871387300037
2024-10-10,181.55533142089843,181.16272583007813,178.81638067336308
2024-10-11,182.19733378092448,181.72945417924362,179.386714390346
2024-10-14,183.05999857584635,182.3272713401101,180.00890415736606
2024-10-15,183.76400146484374,182.86054548783736,180.6366666521345
2024-10-16,184.56000061035155,183.4772724498402,181.31290450323195
2024-10-17,185.24466552734376,184.03908996582032,181.96409454345704
2024-10-18,185.6826639811198,184.58272566361862,182.57918933686756
2024-10-21,185.5546651204427,184.84490800337358,183.02509424118767
2024-10-22,184.81799825032553,184.7059989235618,183.26185607910156
2024-10-23,184.5566650390625,184.7381805419922,183.56161789667038
2024-10-24,184.43533121744792,184.76545271439986,183.81023668561662
2024-10-25,183.68999938964845,184.347089732777,183.80433226085844
2024-10-28,183.56666870117186,184.15127313787286,183.87533307756698
2024-10-29,183.23333638509115,183.8030919855291,183.82619062151227
2024-10-30,182.98133544921876,183.5140009099787,183.77438100179037
2024-10-31,182.55533243815105,183.12290871360085,183.62623748779296
2024-11-01,182.68333129882814,183.0109083695845,183.59357067289807
2024-11-04,183.19000040690105,183.18363702947443,183.67652384440103
2024-11-05,184.04666849772136,183.58636502352627,183.85228620256697
2024-11-06,183.00599975585936,183.01745466752485,183.5202856154669
2024-11-07,181.9806671142578,182.44345481178976,183.15709526425317
2024-11-08,181.0193349202474,181.9170917857777,182.7825242542085
2024-11-11,179.3740000406901,180.94654568758878,182.16704784574964
2024-11-12,178.22933349609374,180.10345486727627,181.59076218377976
2024-11-13,176.92533264160156,178.96854525479404,180.84495239257814
2024-11-14,175.15133158365884,177.52145385742188,179.91209498814175
2024-11-15,174.1320007324219,176.38490961248223,179.11604803176152
"
3213,US,technical,"For Vici Properties from May 31, 2020 to December 31, 2020, what percentage of days were the 10, 20, 30-day Weighted Moving Average lines in long alignment? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",55.3333,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2020-04-20,15.68000030517578,15.710000038146973,15.5,16.1299991607666
2020-04-21,15.350000381469728,15.029999732971191,14.899999618530272,15.6850004196167
2020-04-22,15.5,15.760000228881836,15.217000007629396,15.845000267028809
2020-04-23,15.279999732971191,15.619999885559082,15.1899995803833,15.744999885559082
2020-04-24,15.579999923706056,15.460000038146973,15.260000228881836,15.949999809265137
2020-04-27,16.309999465942383,15.68000030517578,15.600000381469728,16.65999984741211
2020-04-28,16.780000686645508,16.649999618530273,16.329999923706055,17.18000030517578
2020-04-29,17.899999618530273,17.059999465942383,17.0,18.350000381469727
2020-04-30,17.420000076293945,17.25,16.700000762939453,17.700000762939453
2020-05-01,16.559999465942383,17.1299991607666,16.040000915527344,17.3799991607666
2020-05-04,16.3799991607666,16.170000076293945,15.5,16.459999084472656
2020-05-05,16.43000030517578,16.59000015258789,16.239999771118164,16.969999313354492
2020-05-06,16.25,16.6200008392334,15.90999984741211,16.709999084472656
2020-05-07,16.56999969482422,16.639999389648438,16.420000076293945,16.979999542236328
2020-05-08,17.09000015258789,16.989999771118164,16.719999313354492,17.209999084472656
2020-05-11,16.700000762939453,16.690000534057617,16.540000915527344,17.1299991607666
2020-05-12,15.770000457763672,16.690000534057617,15.59000015258789,16.809999465942383
2020-05-13,14.869999885559082,15.5600004196167,14.699999809265137,15.69499969482422
2020-05-14,15.1899995803833,14.470000267028809,13.970000267028809,15.545000076293944
2020-05-15,15.300000190734863,14.960000038146973,14.630000114440918,15.4399995803833
2020-05-18,16.520000457763672,16.209999084472656,16.059999465942383,16.729999542236328
2020-05-19,17.239999771118164,16.440000534057617,16.15999984741211,17.420000076293945
2020-05-20,17.920000076293945,17.489999771118164,17.440000534057617,18.479999542236328
2020-05-21,18.32999992370605,17.729999542236328,17.729999542236328,18.520000457763672
2020-05-22,18.82999992370605,18.270000457763672,18.09000015258789,18.950000762939453
2020-05-26,19.82999992370605,19.88999938964844,19.420000076293945,20.309999465942383
2020-05-27,20.059999465942383,20.11000061035156,19.350000381469727,20.540000915527344
2020-05-28,19.3799991607666,20.31999969482422,19.36000061035156,20.530000686645508
2020-05-29,19.6200008392334,19.1299991607666,18.82999992370605,19.75
2020-06-01,20.600000381469727,19.540000915527344,19.530000686645508,20.729999542236328
2020-06-02,20.459999084472656,21.0,20.26000022888184,21.01000022888184
2020-06-03,21.90999984741211,20.809999465942383,20.75,22.11000061035156
2020-06-04,22.229999542236328,21.899999618530277,21.4950008392334,22.790000915527344
2020-06-05,22.989999771118164,23.290000915527344,22.56999969482422,23.979999542236328
2020-06-08,22.82999992370605,23.520000457763672,22.655000686645508,23.600000381469727
2020-06-09,22.0,22.06999969482422,21.780000686645508,22.549999237060547
2020-06-10,21.149999618530277,21.729999542236328,20.459999084472656,21.950000762939453
2020-06-11,20.51000022888184,19.86000061035156,19.520000457763672,20.780000686645508
2020-06-12,22.290000915527344,21.489999771118164,21.020000457763672,22.32999992370605
2020-06-15,22.82999992370605,21.3799991607666,21.200000762939453,23.11000061035156
2020-06-16,22.3700008392334,23.729999542236328,21.88999938964844,23.729999542236328
2020-06-17,22.899999618530277,22.850000381469727,22.56999969482422,23.31999969482422
2020-06-18,22.600000381469727,22.61000061035156,22.434999465942383,22.8700008392334
2020-06-19,22.479999542236328,22.420000076293945,22.040000915527344,22.76000022888184
2020-06-22,21.790000915527344,22.25,21.46999931335449,22.25
2020-06-23,22.059999465942383,22.09000015258789,21.850000381469727,22.395000457763672
2020-06-24,21.07999992370605,21.709999084472656,20.549999237060547,21.799999237060547
2020-06-25,21.059999465942383,20.86000061035156,20.68000030517578,21.25
2020-06-26,20.030000686645508,20.96999931335449,19.729999542236328,21.059999465942383
2020-06-29,20.0,20.059999465942383,19.489999771118164,20.229999542236328
2020-06-30,20.190000534057617,19.989999771118164,19.82999992370605,20.299999237060547
2020-07-01,20.700000762939453,20.34000015258789,20.239999771118164,20.84000015258789
2020-07-02,20.86000061035156,21.239999771118164,20.670000076293945,21.31999969482422
2020-07-06,20.21999931335449,21.399999618530277,20.184999465942383,21.489999771118164
2020-07-07,19.989999771118164,19.899999618530277,19.739999771118164,20.459999084472656
2020-07-08,20.200000762939453,20.059999465942383,19.80500030517578,20.25
2020-07-09,19.790000915527344,20.200000762939453,19.600000381469727,20.309999465942383
2020-07-10,19.959999084472656,19.71999931335449,19.55500030517578,20.100000381469727
2020-07-13,19.75,20.09000015258789,19.65999984741211,20.450000762939453
2020-07-14,19.68000030517578,19.739999771118164,19.31999969482422,19.8799991607666
2020-07-15,21.190000534057617,20.09000015258789,20.06999969482422,21.190000534057617
2020-07-16,21.059999465942383,20.989999771118164,20.239999771118164,21.125
2020-07-17,21.549999237060547,21.1299991607666,20.96999931335449,21.700000762939453
2020-07-20,21.1299991607666,21.559999465942383,20.920000076293945,21.6299991607666
2020-07-21,21.46999931335449,21.200000762939453,21.149999618530277,21.57999992370605
2020-07-22,22.26000022888184,21.309999465942383,21.299999237060547,22.299999237060547
2020-07-23,21.600000381469727,22.030000686645508,21.559999465942383,22.21999931335449
2020-07-24,21.030000686645508,21.3700008392334,21.01000022888184,21.59000015258789
2020-07-27,20.770000457763672,21.0,20.34499931335449,21.0
2020-07-28,20.709999084472656,20.6200008392334,20.395000457763672,20.98200035095215
2020-07-29,21.420000076293945,20.88999938964844,20.709999084472656,21.56999969482422
2020-07-30,21.65999984741211,20.96999931335449,20.96999931335449,21.940000534057617
2020-07-31,21.709999084472656,21.690000534057617,21.100000381469727,21.739999771118164
2020-08-03,22.0,21.700000762939453,21.399999618530277,22.059999465942383
2020-08-04,22.700000762939453,21.989999771118164,21.989999771118164,22.739999771118164
2020-08-05,22.36000061035156,22.81999969482422,22.1299991607666,22.94300079345703
2020-08-06,22.700000762939453,22.299999237060547,22.26000022888184,22.899999618530277
2020-08-07,22.8799991607666,22.56999969482422,22.549999237060547,22.989999771118164
2020-08-10,23.1299991607666,23.0,22.959999084472656,23.440000534057617
2020-08-11,23.270000457763672,23.34000015258789,23.170000076293945,23.65999984741211
2020-08-12,23.34000015258789,23.46999931335449,23.299999237060547,23.65999984741211
2020-08-13,23.020000457763672,23.280000686645508,22.96999931335449,23.5049991607666
2020-08-14,22.93000030517578,22.850000381469727,22.690000534057617,23.229999542236328
2020-08-17,23.190000534057617,22.959999084472656,22.65999984741211,23.209999084472656
2020-08-18,22.979999542236328,23.190000534057617,22.790000915527344,23.290000915527344
2020-08-19,23.11000061035156,22.93000030517578,22.81999969482422,23.170000076293945
2020-08-20,23.11000061035156,23.049999237060547,22.920000076293945,23.399999618530277
2020-08-21,22.520000457763672,23.149999618530277,22.15999984741211,23.325000762939453
2020-08-24,22.989999771118164,22.530000686645508,22.440000534057617,23.01000022888184
2020-08-25,22.899999618530277,23.01000022888184,22.700000762939453,23.149999618530277
2020-08-26,22.780000686645508,22.899999618530277,22.6299991607666,22.989999771118164
2020-08-27,23.13999938964844,22.81999969482422,22.81999969482422,23.399999618530277
2020-08-28,22.979999542236328,23.25,22.84000015258789,23.34000015258789
2020-08-31,22.34000015258789,23.030000686645508,22.32999992370605,23.030000686645508
2020-09-01,23.3700008392334,22.18000030517578,22.040000915527344,23.3799991607666
2020-09-02,23.59000015258789,23.309999465942383,22.670000076293945,23.61000061035156
2020-09-03,22.920000076293945,23.65999984741211,22.795000076293945,23.739999771118164
2020-09-04,22.8799991607666,23.11000061035156,22.32999992370605,23.649999618530277
2020-09-08,23.280000686645508,22.6200008392334,22.500999450683597,23.559999465942383
2020-09-09,23.770000457763672,23.440000534057617,23.280000686645508,23.90999984741211
2020-09-10,23.75,23.729999542236328,23.68000030517578,24.399999618530277
2020-09-11,24.059999465942383,24.059999465942383,23.725000381469727,24.1299991607666
2020-09-14,24.809999465942383,24.13999938964844,24.06999969482422,24.940000534057617
2020-09-15,25.420000076293945,25.020000457763672,24.899999618530277,25.780000686645508
2020-09-16,25.100000381469727,25.770000457763672,25.040000915527344,26.05500030517578
2020-09-17,24.46999931335449,25.13999938964844,24.20499992370605,25.18000030517578
2020-09-18,23.809999465942383,24.299999237060547,23.6200008392334,24.530000686645508
2020-09-21,23.01000022888184,23.38999938964844,22.709999084472656,23.51000022888184
2020-09-22,23.26000022888184,22.96999931335449,22.90999984741211,23.81999969482422
2020-09-23,22.809999465942383,23.25,22.809999465942383,23.56999969482422
2020-09-24,23.030000686645508,22.809999465942383,22.655000686645508,23.34000015258789
2020-09-25,23.559999465942383,22.93000030517578,22.90999984741211,23.56999969482422
2020-09-28,24.190000534057617,24.21999931335449,23.84000015258789,24.34000015258789
2020-09-29,23.38999938964844,23.75,23.209999084472656,23.770000457763672
2020-09-30,23.3700008392334,23.549999237060547,23.200000762939453,23.940000534057617
2020-10-01,23.71999931335449,23.6299991607666,23.26000022888184,23.75
2020-10-02,24.059999465942383,23.229999542236328,23.1200008392334,24.15999984741211
2020-10-05,24.25,24.32999992370605,23.780000686645508,24.420000076293945
2020-10-06,23.850000381469727,24.36000061035156,23.65999984741211,24.43000030517578
2020-10-07,23.71999931335449,24.0,23.68000030517578,24.100000381469727
2020-10-08,24.020000457763672,23.88999938964844,23.76000022888184,24.18000030517578
2020-10-09,23.63999938964844,24.25,23.559999465942383,24.3799991607666
2020-10-12,23.8700008392334,23.82999992370605,23.59000015258789,23.90999984741211
2020-10-13,23.709999084472656,23.690000534057617,23.51000022888184,23.84000015258789
2020-10-14,23.68000030517578,23.76000022888184,23.530000686645508,23.950000762939453
2020-10-15,23.940000534057617,23.350000381469727,23.350000381469727,23.9950008392334
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2020-10-19,23.149999618530277,23.979999542236328,23.09000015258789,23.979999542236328
2020-10-20,23.270000457763672,23.34000015258789,23.200000762939453,23.549999237060547
2020-10-21,23.43000030517578,23.200000762939453,22.959999084472656,23.5
2020-10-22,23.899999618530277,23.43000030517578,23.3700008392334,24.01000022888184
2020-10-23,24.11000061035156,24.040000915527344,23.850000381469727,24.170000076293945
2020-10-26,23.38999938964844,23.920000076293945,23.075000762939453,23.920000076293945
2020-10-27,22.6299991607666,23.38999938964844,22.6299991607666,23.59000015258789
2020-10-28,22.540000915527344,22.209999084472656,22.1299991607666,22.950000762939453
2020-10-29,23.25,22.61000061035156,22.3700008392334,23.5
2020-10-30,22.950000762939453,23.299999237060547,22.59000015258789,23.350000381469727
2020-11-02,23.63999938964844,23.100000381469727,23.020000457763672,23.690000534057617
2020-11-03,23.920000076293945,23.90999984741211,23.700000762939453,24.065000534057617
2020-11-04,24.479999542236328,23.96999931335449,23.82999992370605,24.700000762939453
2020-11-05,24.1299991607666,24.780000686645508,24.075000762939453,24.88599967956543
2020-11-06,23.979999542236328,24.15999984741211,23.82999992370605,24.309999465942383
2020-11-09,23.81999969482422,25.489999771118164,23.780000686645508,25.940000534057617
2020-11-10,25.280000686645508,23.780000686645508,23.75,25.280000686645508
2020-11-11,25.399999618530277,25.600000381469727,25.020000457763672,25.6200008392334
2020-11-12,24.899999618530277,25.31999969482422,24.600000381469727,25.31999969482422
2020-11-13,25.809999465942383,25.170000076293945,25.1299991607666,25.86000061035156
2020-11-16,26.200000762939453,26.700000762939453,25.84000015258789,26.809999465942383
2020-11-17,26.43000030517578,26.239999771118164,25.63800048828125,26.63999938964844
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2020-11-19,25.8700008392334,25.690000534057617,25.26000022888184,26.170000076293945
2020-11-20,25.8700008392334,25.8700008392334,25.69499969482422,26.11000061035156
2020-11-23,26.09000015258789,26.020000457763672,25.93000030517578,26.545000076293945
2020-11-24,26.11000061035156,26.540000915527344,26.03499984741211,26.8700008392334
2020-11-25,25.5,26.049999237060547,25.3700008392334,26.239999771118164
2020-11-27,25.68000030517578,25.61000061035156,25.45499992370605,25.989999771118164
2020-11-30,25.290000915527344,25.600000381469727,25.165000915527344,26.0
2020-12-01,25.520000457763672,25.459999084472656,25.34499931335449,25.88500022888184
2020-12-02,25.309999465942383,25.489999771118164,25.0,25.63999938964844
2020-12-03,26.059999465942383,25.26000022888184,25.200000762939453,26.295000076293945
2020-12-04,25.90999984741211,26.34000015258789,25.8700008392334,26.350000381469727
2020-12-07,25.700000762939453,25.790000915527344,25.5049991607666,26.059999465942383
2020-12-08,25.57999992370605,25.65999984741211,25.440000534057617,25.78499984741211
2020-12-09,25.440000534057617,25.709999084472656,25.290000915527344,25.84000015258789
2020-12-10,25.43000030517578,25.3700008392334,25.21999931335449,25.76000022888184
2020-12-11,25.649999618530277,25.270000457763672,25.26000022888184,25.90999984741211
2020-12-14,25.3799991607666,25.76000022888184,25.299999237060547,26.100000381469727
2020-12-15,26.11000061035156,25.399999618530277,25.2549991607666,26.190000534057617
2020-12-16,26.049999237060547,26.350000381469727,25.8799991607666,26.350000381469727
2020-12-17,26.600000381469727,26.25,25.979999542236328,26.729999542236328
2020-12-18,25.790000915527344,26.670000076293945,25.530000686645508,26.670000076293945
2020-12-21,25.700000762939453,25.43000030517578,25.25,25.86000061035156
2020-12-22,25.93000030517578,25.459999084472656,25.399999618530277,25.940000534057617
2020-12-23,25.90999984741211,26.1200008392334,25.8700008392334,26.225000381469727
2020-12-24,25.8799991607666,25.90999984741211,25.645000457763672,26.17099952697754
2020-12-28,25.790000915527344,25.96999931335449,25.65999984741211,25.96999931335449
2020-12-29,25.26000022888184,25.88999938964844,25.209999084472656,26.049999237060547
2020-12-30,25.670000076293945,25.239999771118164,25.239999771118164,25.709999084472656
2020-12-31,25.5,25.71999931335449,25.28499984741211,25.71999931335449
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2020-06-01,19.44090909090909,18.197761921655562,17.684150533778695
2020-06-02,19.736727107654918,18.484999929155624,17.904709614989578
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2020-10-16,23.786909207430753,23.760333360944475,23.783333325129682
2020-10-19,23.662181854248047,23.71385713304792,23.741161260297222
2020-10-20,23.579272842407228,23.6781428927467,23.706150538946993
2020-10-21,23.536000165072355,23.65761911301386,23.68148389426611
2020-10-22,23.583454617587,23.67890478769938,23.68787096905452
2020-10-23,23.67127290205522,23.71604770478748,23.707483915103378
2020-10-26,23.619636396928268,23.682000023978098,23.680537640151158
2020-10-27,23.43854533108798,23.57938089824858,23.607612855972782
2020-10-28,23.260727310180663,23.47180955977667,23.534881735360752
2020-10-29,23.232727293534712,23.4358095623198,23.513462382490918
2020-10-30,23.162727425315165,23.37347630092076,23.475311894570627
2020-11-02,23.231454571810637,23.38214290255592,23.483526906659527
2020-11-03,23.342181847312233,23.420381001063756,23.50845164227229
2020-11-04,23.54290903264826,23.511619050162178,23.56808602117723
2020-11-05,23.660908889770507,23.565904680887858,23.601548332296392
2020-11-06,23.747454279119317,23.60538083031064,23.622967660555275
2020-11-09,23.807272442904384,23.62799985068185,23.633161192042852
2020-11-10,24.12472714510831,23.789904685247514,23.73834403663553
2020-11-11,24.415817989002573,23.9557617914109,23.84720422888315
2020-11-12,24.563999765569513,24.065809377034505,23.919440767841955
2020-11-13,24.847636066783558,24.257952190580824,24.04784933931084
2020-11-16,25.150181718306108,24.47709513164702,24.197655843919325
2020-11-17,25.447999988902698,24.703618976048062,24.358107478644257
2020-11-18,25.587454466386276,24.856047503153484,24.473010672292403
2020-11-19,25.713636467673563,25.002857117425826,24.58729029829784
2020-11-20,25.808182074806908,25.14028577350435,24.69759142885926
2020-11-23,25.908363897150213,25.29028579166957,24.817290361465947
2020-11-24,25.97090943076394,25.42933346884591,24.933505454114687
2020-11-25,25.907454854791816,25.493714414324078,25.005204375072193
2020-11-27,25.874909418279476,25.56114301227388,25.08460224110593
2020-11-30,25.757273171164773,25.579857381184897,25.13509692120296
2020-12-01,25.69090954173695,25.60933361053467,25.19696791454028
2020-12-02,25.59872755570845,25.609857359386627,25.240193680794007
2020-12-03,25.663272857666016,25.675190634954543,25.327419449180685
2020-12-04,25.69600004716353,25.71871442340669,25.399311910649782
2020-12-07,25.689818330244584,25.73376210530599,25.453333462951004
2020-12-08,25.664909189397637,25.729190653846377,25.49619367045741
2020-12-09,25.623818345503373,25.702904973711288,25.525311980708953
2020-12-10,25.593091097745027,25.67490498679025,25.547742101197603
2020-12-11,25.603636446866123,25.667714455014185,25.57815067332278
2020-12-14,25.565636270696466,25.631238165355864,25.585978571573893
2020-12-15,25.658727299083363,25.6663334437779,25.635677534534086
2020-12-16,25.730181711370296,25.696142877851212,25.676193610570763
2020-12-17,25.888181790438566,25.780142902192615,25.747612988051547
2020-12-18,25.88909104087136,25.783238211132232,25.762215193881783
2020-12-21,25.87581842595881,25.778143028985887,25.76744104200794
2020-12-22,25.904363909634675,25.79576208932059,25.783806642922023
2020-12-23,25.922909303144976,25.812238248189292,25.794344256001136
2020-12-24,25.9274545842951,25.826809583391462,25.801591504004694
2020-12-28,25.907454750754617,25.831000137329102,25.802000156525644
2020-12-29,25.78854567787864,25.784190622965493,25.766301235075918
2020-12-30,25.746363830566406,25.776571573529925,25.758236710743237
2020-12-31,25.681272888183592,25.752047756740026,25.740344225975775
"
3214,US,technical,"Calculate the percentage of days with short alignment in the 10, 20, 30-day Weighted Moving Average lines for Cognizant from September 11, 2024 to August 08, 2025. (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",44.2982,hard,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-07-31,75.68000030517578,76.30999755859375,75.12000274658203,76.30999755859375
2024-08-01,76.30999755859375,78.0,75.4000015258789,80.2699966430664
2024-08-02,74.0,76.11000061035156,73.62999725341797,76.11000061035156
2024-08-05,71.7300033569336,73.19000244140625,71.55000305175781,73.69000244140625
2024-08-06,72.6500015258789,71.95999908447266,71.79000091552734,73.91999816894531
2024-08-07,73.16999816894531,73.68000030517578,73.0999984741211,74.38999938964844
2024-08-08,73.7300033569336,73.06999969482422,73.06999969482422,74.25
2024-08-09,74.41999816894531,73.7300033569336,73.20999908447266,74.58000183105469
2024-08-12,73.13999938964844,74.41000366210938,73.0999984741211,74.62000274658203
2024-08-13,74.2699966430664,73.33999633789062,73.33999633789062,74.38999938964844
2024-08-14,74.37999725341797,73.86000061035156,73.86000061035156,74.5999984741211
2024-08-15,75.47000122070312,75.0,74.69000244140625,75.7300033569336
2024-08-16,75.86000061035156,75.63999938964844,75.08000183105469,75.87999725341797
2024-08-19,75.98999786376953,75.86000061035156,75.73999786376953,76.48999786376953
2024-08-20,75.45999908447266,75.69999694824219,75.3499984741211,75.98999786376953
2024-08-21,76.62000274658203,75.77999877929688,75.58999633789062,76.72000122070312
2024-08-22,76.2699966430664,76.62000274658203,76.1500015258789,76.93000030517578
2024-08-23,76.68000030517578,76.62000274658203,76.20999908447266,76.95999908447266
2024-08-26,76.80999755859375,77.12999725341797,76.69000244140625,77.44999694824219
2024-08-27,77.1500015258789,76.63999938964844,76.5,77.18000030517578
2024-08-28,76.87000274658203,77.29000091552734,76.68000030517578,78.16999816894531
2024-08-29,77.13999938964844,77.18000030517578,76.4000015258789,77.52999877929688
2024-08-30,77.7699966430664,77.38999938964844,77.02999877929688,77.87000274658203
2024-09-03,76.7699966430664,77.2699966430664,76.4000015258789,78.05000305175781
2024-09-04,77.31999969482422,76.63999938964844,76.5,77.5199966430664
2024-09-05,76.76000213623047,77.31999969482422,76.55000305175781,77.33999633789062
2024-09-06,75.83999633789062,77.0,75.7300033569336,77.51000213623047
2024-09-09,76.12999725341797,76.25,76.08000183105469,76.75
2024-09-10,76.55000305175781,76.52999877929688,75.91999816894531,76.6500015258789
2024-09-11,76.30000305175781,76.3499984741211,74.76000213623047,76.41000366210938
2024-09-12,76.30999755859375,76.44000244140625,75.55000305175781,76.7300033569336
2024-09-13,77.20999908447266,76.55000305175781,76.52999877929688,77.30999755859375
2024-09-16,77.87000274658203,77.52999877929688,77.05000305175781,77.91000366210938
2024-09-17,76.22000122070312,78.12000274658203,75.83000183105469,78.2699966430664
2024-09-18,75.3499984741211,75.86000061035156,75.19000244140625,76.2699966430664
2024-09-19,75.19999694824219,76.33000183105469,75.04000091552734,76.52999877929688
2024-09-20,75.63999938964844,75.22000122070312,74.79000091552734,75.6500015258789
2024-09-23,76.12000274658203,75.77999877929688,75.2699966430664,76.16999816894531
2024-09-24,76.04000091552734,76.2300033569336,76.01000213623047,76.56999969482422
2024-09-25,75.52999877929688,75.83000183105469,75.44999694824219,76.44000244140625
2024-09-26,77.19999694824219,77.2300033569336,76.80000305175781,77.55999755859375
2024-09-27,76.88999938964844,77.47000122070312,76.68000030517578,77.61000061035156
2024-09-30,77.18000030517578,77.0,76.19999694824219,77.30000305175781
2024-10-01,76.08999633789062,77.1500015258789,75.73999786376953,77.4000015258789
2024-10-02,76.76000213623047,75.79000091552734,75.61000061035156,76.86000061035156
2024-10-03,76.52999877929688,76.4800033569336,76.0199966430664,76.80000305175781
2024-10-04,77.13999938964844,77.2699966430664,76.62999725341797,77.75
2024-10-07,76.0,76.7699966430664,75.76000213623047,76.81999969482422
2024-10-08,76.12999725341797,76.19000244140625,75.38999938964844,76.48999786376953
2024-10-09,76.80000305175781,76.08000183105469,76.08000183105469,76.97000122070312
2024-10-10,74.5,76.26000213623047,74.2699966430664,76.31999969482422
2024-10-11,75.94000244140625,74.58000183105469,74.54000091552734,76.08000183105469
2024-10-14,76.7699966430664,76.13999938964844,75.98999786376953,76.83000183105469
2024-10-15,77.37999725341797,76.94000244140625,76.6500015258789,77.72000122070312
2024-10-16,77.5999984741211,77.4800033569336,77.2699966430664,77.80999755859375
2024-10-17,77.73999786376953,77.61000061035156,76.87999725341797,78.0
2024-10-18,78.0,77.73999786376953,77.33999633789062,78.05000305175781
2024-10-21,76.87000274658203,77.76000213623047,76.76000213623047,77.97000122070312
2024-10-22,75.81999969482422,76.62999725341797,75.66000366210938,76.76000213623047
2024-10-23,76.06999969482422,75.63999938964844,75.41000366210938,76.25
2024-10-24,74.86000061035156,76.2300033569336,74.69000244140625,76.41999816894531
2024-10-25,74.81999969482422,75.19000244140625,74.62999725341797,75.52999877929688
2024-10-28,74.9800033569336,75.41000366210938,74.83000183105469,75.8499984741211
2024-10-29,75.5199966430664,74.86000061035156,74.55999755859375,75.93000030517578
2024-10-30,74.3499984741211,74.77999877929688,74.2699966430664,75.4000015258789
2024-10-31,74.58999633789062,77.83000183105469,74.56999969482422,78.0
2024-11-01,74.61000061035156,74.38999938964844,73.11000061035156,74.91000366210938
2024-11-04,74.9000015258789,74.45999908447266,74.27999877929688,75.30000305175781
2024-11-05,75.38999938964844,75.08000183105469,74.91999816894531,76.06999969482422
2024-11-06,79.4000015258789,78.0199966430664,77.4800033569336,79.43000030517578
2024-11-07,81.36000061035156,79.5,79.4000015258789,81.52999877929688
2024-11-08,80.30999755859375,81.36000061035156,80.1500015258789,81.75
2024-11-11,81.5,80.56999969482422,80.55000305175781,82.19000244140625
2024-11-12,81.73999786376953,81.47000122070312,81.26000213623047,81.93000030517578
2024-11-13,82.31999969482422,81.66999816894531,81.2699966430664,82.41000366210938
2024-11-14,80.7699966430664,81.94000244140625,80.66000366210938,82.2699966430664
2024-11-15,77.11000061035156,80.5,77.08000183105469,80.5199966430664
2024-11-18,76.87000274658203,77.22000122070312,76.83000183105469,77.8499984741211
2024-11-19,76.31999969482422,75.9000015258789,75.16000366210938,76.62999725341797
2024-11-20,77.56999969482422,76.16999816894531,76.12999725341797,77.5999984741211
2024-11-21,78.86000061035156,77.80000305175781,77.38999938964844,79.05000305175781
2024-11-22,79.54000091552734,78.93000030517578,78.76000213623047,80.02999877929688
2024-11-25,80.62999725341797,80.30000305175781,80.0199966430664,80.81999969482422
2024-11-26,81.05999755859375,80.73999786376953,79.70999908447266,81.16000366210938
2024-11-27,80.75,80.86000061035156,80.01000213623047,80.9800033569336
2024-11-29,80.48999786376953,80.62000274658203,80.20999908447266,80.9800033569336
2024-12-02,80.81999969482422,80.19000244140625,79.97000122070312,81.0199966430664
2024-12-03,79.9800033569336,80.19000244140625,79.5999984741211,80.58000183105469
2024-12-04,80.58000183105469,80.4000015258789,80.19999694824219,80.81999969482422
2024-12-05,80.7300033569336,80.26000213623047,80.12999725341797,80.91999816894531
2024-12-06,81.1500015258789,81.2300033569336,80.86000061035156,81.4000015258789
2024-12-09,80.63999938964844,81.0,80.5,81.48999786376953
2024-12-10,80.05999755859375,80.1500015258789,79.37999725341797,80.83999633789062
2024-12-11,81.25,80.58999633789062,80.31999969482422,81.81999969482422
2024-12-12,80.37000274658203,81.06999969482422,80.33000183105469,81.5999984741211
2024-12-13,80.05999755859375,80.05000305175781,79.48999786376953,80.6500015258789
2024-12-16,80.69999694824219,80.33999633789062,79.8499984741211,80.97000122070312
2024-12-17,81.02999877929688,81.31999969482422,80.87000274658203,82.45999908447266
2024-12-18,78.26000213623047,80.68000030517578,78.23999786376953,81.70999908447266
2024-12-19,79.48999786376953,78.63999938964844,78.63999938964844,80.08000183105469
2024-12-20,79.2300033569336,78.77999877929688,78.33000183105469,80.2699966430664
2024-12-23,79.0,78.76000213623047,78.61000061035156,79.43000030517578
2024-12-24,79.48999786376953,78.87999725341797,78.6500015258789,79.5199966430664
2024-12-26,79.88999938964844,79.18000030517578,79.02999877929688,80.06999969482422
2024-12-27,79.19999694824219,79.22000122070312,78.58000183105469,80.12000274658203
2024-12-30,76.75,78.44999694824219,75.62999725341797,78.5999984741211
2024-12-31,76.9000015258789,77.0,76.33999633789062,77.3499984741211
2025-01-02,76.41000366210938,77.4800033569336,76.18000030517578,77.86000061035156
2025-01-03,76.37999725341797,76.86000061035156,75.72000122070312,77.19999694824219
2025-01-06,75.91000366210938,76.23999786376953,75.6500015258789,77.22000122070312
2025-01-07,75.62000274658203,75.79000091552734,75.29000091552734,76.79000091552734
2025-01-08,76.0199966430664,75.62000274658203,74.77999877929688,76.06999969482422
2025-01-10,75.31999969482422,75.19999694824219,75.19999694824219,76.62000274658203
2025-01-13,76.68000030517578,74.9800033569336,74.58000183105469,76.80000305175781
2025-01-14,77.16999816894531,76.54000091552734,76.43000030517578,77.6500015258789
2025-01-15,77.77999877929688,78.01000213623047,76.93000030517578,78.13999938964844
2025-01-16,77.43000030517578,77.4000015258789,76.26000213623047,77.63999938964844
2025-01-17,77.80999755859375,78.69000244140625,77.23999786376953,78.69999694824219
2025-01-21,78.44999694824219,78.02999877929688,77.55000305175781,78.87000274658203
2025-01-22,79.05000305175781,78.30000305175781,77.83999633789062,79.11000061035156
2025-01-23,79.68000030517578,79.0199966430664,78.41999816894531,79.94000244140625
2025-01-24,80.05000305175781,79.5,79.41000366210938,80.37999725341797
2025-01-27,81.12000274658203,79.5,79.36000061035156,81.33000183105469
2025-01-28,80.95999908447266,80.75,80.04000091552734,81.37000274658203
2025-01-29,81.19000244140625,81.05000305175781,80.7699966430664,81.69000244140625
2025-01-30,82.76000213623047,82.0,81.79000091552734,83.47000122070312
2025-01-31,82.61000061035156,82.83999633789062,82.48999786376953,83.4000015258789
2025-02-03,82.9000015258789,81.95999908447266,81.44000244140625,83.31999969482422
2025-02-04,83.54000091552734,82.38999938964844,82.38999938964844,83.97000122070312
2025-02-05,83.5999984741211,81.83999633789062,81.83999633789062,83.87000274658203
2025-02-06,87.08999633789062,84.19000244140625,83.3499984741211,87.61000061035156
2025-02-07,86.19999694824219,87.27999877929688,85.80000305175781,87.3499984741211
2025-02-10,86.95999908447266,87.0199966430664,86.30999755859375,87.44999694824219
2025-02-11,87.87000274658203,86.79000091552734,86.55999755859375,88.05999755859375
2025-02-12,88.08000183105469,86.93000030517578,86.87999725341797,88.4000015258789
2025-02-13,89.58000183105469,88.30000305175781,87.7699966430664,89.62999725341797
2025-02-14,90.6999969482422,89.83999633789062,89.33999633789062,90.81999969482422
2025-02-18,88.7699966430664,89.8499984741211,88.04000091552734,90.0
2025-02-19,88.43000030517578,88.25,87.54000091552734,88.5199966430664
2025-02-20,87.54000091552734,88.12999725341797,86.94000244140625,88.12999725341797
2025-02-21,84.87000274658203,87.54000091552734,84.73999786376953,87.54000091552734
2025-02-24,84.55000305175781,85.44999694824219,84.41000366210938,85.44999694824219
2025-02-25,84.83999633789062,84.33999633789062,83.87999725341797,85.0999984741211
2025-02-26,84.1500015258789,84.5999984741211,83.93000030517578,85.16999816894531
2025-02-27,83.98999786376953,84.19999694824219,83.91999816894531,84.9000015258789
2025-02-28,83.33000183105469,84.23999786376953,82.33999633789062,84.44999694824219
2025-03-03,83.51000213623047,83.83999633789062,82.94999694824219,84.33999633789062
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2025-02-06,83.47836359197443,81.66138116745722,80.39976363643524
2025-02-07,84.13618108575994,82.24609516688756,80.84974192957725
2025-02-10,84.82036271528764,82.85471413021996,81.33326875420028
2025-02-11,85.56381780450994,83.49457154046921,81.85944097375356
2025-02-12,86.21981811523438,84.10114313761393,82.38200022379557
2025-02-13,87.02327298251065,84.7986194792248,82.98223688269174
2025-02-14,87.90636333118786,85.5465715317499,83.62713988929667
2025-02-18,88.29145369096236,86.04752357119605,84.11784933767011
2025-02-19,88.50799935080788,86.46390453520276,84.56004290837113
2025-02-20,88.47381785999644,86.74799982706706,84.91890317855342
2025-02-21,87.88254574862394,86.73738101777576,85.08049475557061
2025-02-24,87.27345539439808,86.6715717497326,85.20154871786794
2025-02-25,86.74709098122337,86.611952318464,85.32296782462828
2025-02-26,86.13381847034802,86.46890484037853,85.37939802600492
2025-02-27,85.55909077037464,86.29542843046643,85.40944089171707
2025-02-28,84.93872750022194,86.0457619439988,85.38223670221144
2025-03-03,84.46472792191939,85.8105240594773,85.35470994518649
2025-03-04,84.16327292702415,85.59290480840774,85.32894634944137
2025-03-05,84.0532730102539,85.42366681780133,85.32591413272324
2025-03-06,83.88581792658026,85.18133326939174,85.26322577691847
2025-03-07,83.73072759454901,84.90776218232655,85.16954855970157
2025-03-10,83.74545482288707,84.72590502784365,85.11791413009807
2025-03-11,83.49200051047585,84.40880987984794,84.95907548473727
2025-03-12,82.74163679643111,83.83023841494605,84.60572063487064
2025-03-13,81.86490880792792,83.18104756673178,84.18066662203881
2025-03-14,81.23272746693004,82.65252402169364,83.81206464870002
2025-03-17,80.84072681773793,82.25952370053245,83.50935475339172
2025-03-18,80.43218175714667,81.875476255871,83.18382799702306
2025-03-19,80.1138187755238,81.54280991327195,82.87060243339948
2025-03-20,79.43418218439275,81.01857169015067,82.40765613843035
2025-03-21,78.72636358087713,80.468285769508,81.90748397663076
2025-03-24,78.41872766668146,80.10300027756463,81.52832283922422
2025-03-25,78.38127302689986,79.85300024123418,81.22369914721418
2025-03-26,78.23381819291548,79.53928578694662,80.8740001063193
2025-03-27,78.06727308793502,79.2298573811849,80.52843032344695
2025-03-28,77.60909146395596,78.79095273699079,80.09705406927293
2025-03-31,77.31854594837536,78.44457175845191,79.73380674956947
2025-04-01,77.08290890780363,78.12680954706101,79.39787105437247
2025-04-02,76.9550913030451,77.87042890276227,79.10649491176811
2025-04-03,76.25145430131393,77.32052379789806,78.61705381331905
2025-04-04,74.79581756591797,76.38819024222238,77.86604291034001
2025-04-07,73.2325443614613,75.39533284505208,77.06197821504327
2025-04-08,71.6958174272017,74.39495202927363,76.23612884193338
2025-04-09,71.55090831409801,74.08219008672805,75.86397826492146
2025-04-10,70.87981747713955,73.47804725283669,75.29733310822517
2025-04-11,70.47745361328126,72.9798089890253,74.80507492557649
2025-04-14,70.29563515403053,72.5851421174549,74.38240810927525
2025-04-15,70.29909029873934,72.27718996320452,74.01608568417129
2025-04-16,70.16963625821201,71.88980923607235,73.59595679826634
2025-04-17,70.05872774991123,71.49409521193732,73.16976341329595
2025-04-21,69.76654552112926,71.00395213535853,72.68490303613807
2025-04-22,69.79036435213956,70.71266675676618,72.34040863693401
2025-04-23,70.00781860351563,70.58428569975354,72.1104730749643
2025-04-24,70.3405463478782,70.59680978684199,71.9754625053816
2025-04-25,70.69636410799893,70.6413810366676,71.8595484087544
2025-04-28,71.07818256724964,70.75076217651367,71.78335497456212
2025-04-29,71.54527352072976,70.94357179914202,71.76703245101436
2025-04-30,72.01818237304687,71.17833368210566,71.78324747393208
2025-05-01,72.75091011740945,71.58490542457217,71.91948424308531
2025-05-02,73.83781849254261,72.23385750906807,72.22460231986098
2025-05-05,74.81272818825461,72.88171499343146,72.54221545803931
2025-05-06,75.5594551780007,73.46019109090169,72.83920465284778
2025-05-07,76.21509149724787,74.01742917015439,73.15554875199513
2025-05-08,76.97800029407848,74.64200047084263,73.55638739473076
2025-05-09,77.60472717285157,75.23266692388626,73.95172060074344
2025-05-12,78.58418121337891,76.02871427990141,74.51395700106056
2025-05-13,79.29763516512784,76.71790440877278,75.02864496374643
2025-05-14,79.700544461337,77.2706187293643,75.4743654476699
2025-05-15,80.16181737726384,77.87523781912667,75.9761934505996
2025-05-16,80.52618158513849,78.43342851911272,76.47322587864373
2025-05-19,80.84618155739524,78.94685705275762,76.96107532132056
2025-05-20,80.99418126886542,79.34071397327241,77.38391388923891
2025-05-21,80.89945373535156,79.58571377708799,77.71296750960812
2025-05-22,80.7509087302468,79.77947583879744,78.00713965303154
2025-05-23,80.44800026633523,79.86190468924386,78.2359140211536
2025-05-27,80.42236383611505,80.05599986485072,78.5420645108787
2025-05-28,80.38527277166193,80.19457121349517,78.8140859460318
2025-05-29,80.39745483398437,80.31709518432618,79.0776129117576
2025-05-30,80.46618166836825,80.43828546433221,79.34288157801474
2025-06-02,80.41072651256215,80.46347565423875,79.5380856585759
2025-06-03,80.3856356534091,80.4811899457659,79.71322543236518
2025-06-04,80.27781718860973,80.43218979608444,79.82458013719128
2025-06-05,80.11636269309304,80.33318982805524,79.88731131604922
2025-06-06,80.1416352705522,80.31899929954892,79.99414996075375
2025-06-09,80.19454470547763,80.3178090050107,80.09569844891948
2025-06-10,80.32836359197444,80.36566648937406,80.21681694112799
2025-06-11,80.38200031627308,80.37904761178153,80.29391382689117
2025-06-12,80.39763655229048,80.37728562127977,80.34292453232632
2025-06-13,80.14218153520063,80.23123772030785,80.27969854211294
2025-06-16,80.14200009432706,80.21095217750187,80.28589221585182
2025-06-17,80.06399993896484,80.15490450177874,80.25842980825773
2025-06-18,79.89345439564099,80.05342828659784,80.19032226890646
2025-06-20,79.06654552112926,79.61123795282273,79.88221484768775
2025-06-23,78.53690934614701,79.30961903163364,79.66004290837114
2025-06-24,78.23018132990057,79.10599964686803,79.49935452040806
2025-06-25,77.8649092240767,78.85157143729073,79.3027095999769
2025-06-26,77.68454492742364,78.67266634986514,79.15580614971859
2025-06-27,77.58709009343927,78.52171380179269,79.02649419640981
2025-06-30,77.59181726629083,78.41223754882813,78.92152639409547
2025-07-01,78.05145416259765,78.54638068789528,78.97920399327433
2025-07-02,78.4712724165483,78.66161880493163,79.02677390806137
2025-07-03,79.01400035511364,78.8467143830799,79.12427952263945
2025-07-07,79.42872744473544,78.97638095674061,79.1882579680412
2025-07-08,79.79818184592507,79.12442848568871,79.26735469038769
2025-07-09,79.95690862482245,79.1980472383045,79.29567708661479
2025-07-10,79.4872729214755,78.96747614542643,79.11447302705498
2025-07-11,78.77309126420455,78.62700002761115,78.85329028714088
2025-07-14,78.10490930730646,78.31457141694568,78.60501069099672
2025-07-15,77.28309062610973,77.92342834472656,78.2983653899162
2025-07-16,76.62345456210049,77.6039047241211,78.03963434362925
2025-07-17,76.19854500510476,77.37923783801851,77.8396987094674
2025-07-18,75.88072690096769,77.18576169695173,77.65774175172211
2025-07-21,75.61199937300249,76.98399963378907,77.46774164015247
2025-07-22,75.68581820401279,76.913904716855,77.37516120172316
2025-07-23,75.90163685191762,76.88057163783482,77.31522587601856
2025-07-24,76.0840010209517,76.8053338550386,77.23266695084111
2025-07-25,76.2554551558061,76.72557176862445,77.15552704513713
2025-07-28,76.17581842595881,76.53114300682431,77.006301125147
2025-07-29,76.00290998979048,76.29919095720564,76.83501104539441
2025-07-30,75.56818237304688,75.95066699073428,76.58337655016172
2025-07-31,74.83527360395952,75.46647669474284,76.23178528816469
2025-08-01,73.95872733376243,74.91128583635603,75.82180654874412
2025-08-04,73.29654582630505,74.46938127790179,75.47344109319872
2025-08-05,72.46272777210582,73.94176236107236,75.0463874242639
2025-08-06,71.93436390269886,73.55990513392857,74.69787125126008
2025-08-07,71.19872797185724,73.05261964343843,74.24957034203314
2025-08-08,70.6850918856534,72.62538168770926,73.8478500202138
"
3215,US,technical,"What is the percentage of days with long alignment for the 5, 10, 20-day Exponential Moving Average lines for Ross Stores from October 16, 2022 to July 31, 2023? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",50.7752,hard,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2022-06-23,73.9800033569336,74.27999877929688,73.29000091552734
2022-06-24,77.52999877929688,78.2699966430664,74.98999786376953
2022-06-27,76.33999633789062,78.27999877929688,77.51000213623047
2022-06-28,72.77999877929688,77.30999755859375,76.61000061035156
2022-06-29,71.80999755859375,72.70999908447266,72.4000015258789
2022-06-30,70.2300033569336,71.58000183105469,70.4800033569336
2022-07-01,71.37999725341797,71.54000091552734,70.13999938964844
2022-07-05,73.81999969482422,74.19000244140625,70.25
2022-07-06,73.98999786376953,74.93000030517578,74.51000213623047
2022-07-07,76.54000091552734,76.66999816894531,74.12999725341797
2022-07-08,75.45999908447266,76.44999694824219,75.97000122070312
2022-07-11,74.5999984741211,75.5999984741211,75.3499984741211
2022-07-12,75.06999969482422,76.0199966430664,74.43000030517578
2022-07-13,76.33000183105469,76.61000061035156,73.58000183105469
2022-07-14,76.97000122070312,77.23999786376953,75.3499984741211
2022-07-15,77.9800033569336,78.62000274658203,77.61000061035156
2022-07-18,79.12000274658203,81.26000213623047,78.87000274658203
2022-07-19,81.16999816894531,81.55000305175781,79.91000366210938
2022-07-20,82.4800033569336,82.68000030517578,81.4000015258789
2022-07-21,83.61000061035156,83.70999908447266,82.29000091552734
2022-07-22,83.23999786376953,84.94999694824219,83.80000305175781
2022-07-25,82.62999725341797,83.37999725341797,83.37999725341797
2022-07-26,77.95999908447266,79.43000030517578,78.41999816894531
2022-07-27,80.2699966430664,80.55000305175781,78.29000091552734
2022-07-28,81.4000015258789,81.47000122070312,80.66999816894531
2022-07-29,81.26000213623047,81.69999694824219,81.45999908447266
2022-08-01,82.30000305175781,83.05999755859375,80.98999786376953
2022-08-02,79.83000183105469,82.8499984741211,82.8499984741211
2022-08-03,84.58000183105469,85.08999633789062,80.79000091552734
2022-08-04,83.76000213623047,84.94999694824219,84.12999725341797
2022-08-05,84.2300033569336,84.58000183105469,83.05000305175781
2022-08-08,85.30999755859375,87.0,85.0199966430664
2022-08-09,84.45999908447266,85.30999755859375,85.13999938964844
2022-08-10,86.18000030517578,87.37000274658203,86.12000274658203
2022-08-11,88.1500015258789,89.66000366210938,87.22000122070312
2022-08-12,90.12000274658205,90.22000122070312,88.31999969482422
2022-08-15,90.16000366210938,90.68000030517578,89.5999984741211
2022-08-16,92.63999938964844,94.38999938964844,90.37999725341795
2022-08-17,92.81999969482422,94.44000244140624,91.22000122070312
2022-08-18,92.0,92.41000366210938,91.79000091552734
2022-08-19,91.01000213623048,93.7699966430664,91.76000213623048
2022-08-22,88.11000061035156,90.68000030517578,90.04000091552734
2022-08-23,87.95999908447266,89.30000305175781,88.18000030517578
2022-08-24,90.55999755859376,90.76000213623048,87.7699966430664
2022-08-25,90.91000366210938,92.12000274658205,89.87999725341797
2022-08-26,87.26000213623047,91.63999938964844,91.18000030517578
2022-08-29,86.95999908447266,88.2699966430664,86.33999633789062
2022-08-30,86.33000183105469,88.12999725341797,87.41000366210938
2022-08-31,86.2699966430664,86.98999786376953,86.6500015258789
2022-09-01,88.51000213623047,88.62000274658203,85.79000091552734
2022-09-02,87.38999938964844,89.23999786376953,88.73999786376953
2022-09-06,86.72000122070312,88.11000061035156,87.70999908447266
2022-09-07,92.13999938964844,92.77999877929688,87.2300033569336
2022-09-08,92.26000213623048,92.8000030517578,91.2300033569336
2022-09-09,93.51000213623048,93.6999969482422,92.12000274658205
2022-09-12,94.9800033569336,95.83000183105467,94.04000091552734
2022-09-13,89.86000061035156,93.12000274658205,92.20999908447266
2022-09-14,89.45999908447266,90.63999938964844,90.1500015258789
2022-09-15,89.55999755859375,91.68000030517578,89.54000091552734
2022-09-16,90.25,90.7300033569336,88.75
2022-09-19,90.73999786376952,90.9800033569336,89.38999938964844
2022-09-20,88.30000305175781,89.83999633789062,89.72000122070312
2022-09-21,87.8499984741211,90.86000061035156,88.94999694824219
2022-09-22,86.58999633789062,88.23999786376953,87.73999786376953
2022-09-23,84.44000244140625,86.05000305175781,86.01000213623047
2022-09-26,82.93000030517578,86.05000305175781,84.80999755859375
2022-09-27,84.4000015258789,85.48999786376953,83.72000122070312
2022-09-28,87.01000213623047,87.63999938964844,85.19000244140625
2022-09-29,84.02999877929688,86.1500015258789,86.1500015258789
2022-09-30,84.2699966430664,86.0199966430664,83.41999816894531
2022-10-03,85.95999908447266,87.48999786376953,85.47000122070312
2022-10-04,89.37999725341797,89.5,87.76000213623047
2022-10-05,89.81999969482422,90.41000366210938,88.44999694824219
2022-10-06,88.23999786376953,90.72000122070312,89.70999908447266
2022-10-07,86.86000061035156,87.77999877929688,87.29000091552734
2022-10-10,85.87000274658203,87.62999725341797,87.16999816894531
2022-10-11,86.13999938964844,87.55000305175781,85.25
2022-10-12,84.51000213623047,86.66000366210938,86.25
2022-10-13,85.44999694824219,85.98999786376953,82.38999938964844
2022-10-14,81.44999694824219,86.79000091552734,86.12000274658203
2022-10-17,84.20999908447266,84.91999816894531,83.58000183105469
2022-10-18,84.66000366210938,86.9800033569336,85.87999725341797
2022-10-19,83.66000366210938,85.05999755859375,83.94999694824219
2022-10-20,82.48999786376953,85.2300033569336,84.1500015258789
2022-10-21,85.06999969482422,85.33999633789062,82.4000015258789
2022-10-24,87.08999633789062,87.31999969482422,85.23999786376953
2022-10-25,93.06999969482422,93.6500015258789,89.16999816894531
2022-10-26,93.38999938964844,95.55999755859376,93.62000274658205
2022-10-27,94.5999984741211,95.27999877929688,93.93000030517578
2022-10-28,95.3499984741211,95.80999755859376,94.04000091552734
2022-10-31,95.69000244140624,96.56999969482422,95.0999984741211
2022-11-01,94.68000030517578,97.36000061035156,96.45999908447266
2022-11-02,92.5999984741211,97.31999969482422,94.16000366210938
2022-11-03,92.3000030517578,93.86000061035156,92.5500030517578
2022-11-04,93.87999725341795,95.3000030517578,93.6500015258789
2022-11-07,93.13999938964844,94.55999755859376,93.93000030517578
2022-11-08,92.08999633789062,94.45999908447266,94.02999877929688
2022-11-09,91.31999969482422,93.0,91.83999633789062
2022-11-10,97.12999725341795,97.47000122070312,95.5199966430664
2022-11-11,96.16999816894533,98.47000122070312,97.69000244140624
2022-11-14,94.62999725341795,96.2300033569336,96.02999877929688
2022-11-15,97.8000030517578,98.37000274658205,96.5
2022-11-16,96.5,96.87000274658205,96.0
2022-11-17,97.93000030517578,97.9499969482422,97.13999938964844
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2022-10-21,84.09559621545615,84.5152680551271,85.38082937952821
2022-10-24,85.09372958960098,84.98340047017501,85.54360718508653
2022-10-25,87.75248629134207,86.45369123829305,86.26040647172822
2022-10-26,89.63165732411086,87.71483817490311,86.93941532105396
2022-10-27,91.28777104078094,88.96668550203364,87.66899466896511
2022-10-28,92.64184685189433,90.12728786059499,88.40051884088473
2022-10-31,93.65789871506496,91.13869051165157,89.09475537426772
2022-11-01,93.9985992451019,91.78256501956506,89.62668346292563
2022-11-02,93.5323989881083,91.93118928402978,89.90985632113471
2022-11-03,93.12160034265814,91.9982463327076,90.13748934309882
2022-11-04,93.37439931291142,92.34038286374584,90.49391866789112
2022-11-07,93.2962660051571,92.48576768663722,90.74592635567754
2022-11-08,92.89417611606828,92.41380925959238,90.87393302065021
2022-11-09,92.36945064232026,92.2149347932709,90.91641556104774
2022-11-10,93.95629951268616,93.10858251329762,91.50818524603538
2022-11-11,94.69419906477256,93.6652035415972,91.95216742916966
2022-11-14,94.6727984609877,93.84062058011006,92.20719884100284
2022-11-15,95.7151999912444,94.56050830222782,92.73984686107474
2022-11-16,95.97679999416295,94.9131431563682,93.09795668382952
2022-11-17,96.62786676450057,95.46166263796958,93.55815131443393
2022-11-18,100.2819099556306,97.6668142197734,94.89451750714409
2022-11-21,104.28794098767301,100.32739400740692,96.55218279710729
2022-11-22,107.94862620613749,103.04423085025411,98.33483173481768
2022-11-23,110.6424170638573,105.40527956462552,100.0200857390538
2022-11-25,112.40827885637361,107.3206837240402,101.53626828213498
2022-11-28,113.7288534864431,108.96601445541144,102.94900489779661
2022-11-29,114.74923596280452,110.38855744815977,104.26719499472335
2022-11-30,115.72282336485145,111.71245576102987,105.54365243988735
2022-12-01,116.47521669554551,112.852009869376,106.72806681293937
2022-12-02,117.31681113036367,113.96982625676219,107.8968223545642
2022-12-05,117.33120762369298,114.58622159377843,108.79807742654394
2022-12-06,117.06413800889428,114.93963562750905,109.5344508887109
2022-12-07,116.49609220938004,115.0160656243895,110.08926514791476
2022-12-08,116.71072793613618,115.40223539989113,110.76076364712749
2022-12-09,116.10381842064027,115.30910157984698,111.15402419403425
2022-12-12,116.19921207697632,115.50562845435633,111.65268849837845
2022-12-13,116.64280764441652,115.8736957861637,112.2124323346564
2022-12-14,116.90187115259279,116.15484167394216,112.70839098554106
2022-12-15,115.83124824886394,115.70668908620834,112.80187779086155
2022-12-16,115.20416448199003,115.38729051566904,112.91122247251685
2022-12-19,115.10944237764181,115.30232827081018,113.10253444360528
2022-12-20,114.85629440980158,115.12917739868489,113.22134054174964
2022-12-21,114.94752869100704,115.1293264631818,113.40311737143233
2022-12-22,114.61835215549559,114.91672148523467,113.45615372505522
2022-12-23,114.90556922264159,115.01913637099811,113.64890130904364
2022-12-27,114.95037978693685,115.02292992454888,113.78138698585161
2022-12-28,114.73025349646701,114.88967010472678,113.82982640772549
2022-12-29,115.10683586776187,115.0660938330222,114.02317633178512
2022-12-30,115.42789047678266,115.24862217153165,114.21811189016981
2023-01-03,115.56192759487334,115.3543275641722,114.37162521787313
2023-01-04,116.36461880348328,115.82990459263236,114.71432769433312
2023-01-05,117.0430797109485,116.29719494413172,115.06534424971844
2023-01-06,118.55205303890708,117.25588671698489,115.68483524449042
2023-01-09,118.61136981158259,117.52390792424828,115.97485125519928
2023-01-10,119.00424684623086,117.93592483175355,116.3381988418972
2023-01-11,119.18283153599637,118.22757502880333,116.64313237271912
2023-01-12,119.03855435733092,118.32256138720273,116.84378643246016
2023-01-13,119.36237028363078,118.62936879611686,117.14533078520019
2023-01-17,119.49491423449736,118.83493849431933,117.39434710434593
2023-01-18,118.78994190747089,118.57040372324634,117.3929804518766
2023-01-19,117.77662793831394,118.05760304629246,117.23650612312645
2023-01-20,117.0944197445205,117.63440310277267,117.0930296692033
2023-01-23,116.6562794227793,117.29723868032252,116.96797910825984
2023-01-24,117.01085335542058,117.37410459675536,117.03960026182587
2023-01-25,118.07390121969446,117.8879032061166,117.34059042243695
2023-01-26,118.95260050795386,118.40101154763587,117.66148648548796
2023-01-27,119.12840145761378,118.59719187659908,117.83467856848277
2023-01-30,119.08560097174254,118.67042971721743,117.9456615619606
2023-01-31,118.78706812829711,118.58307930343356,117.96893212190781
2023-02-01,118.69804429988687,118.57160972882134,118.02141445725624
2023-02-02,117.82869497922147,118.12040729410666,117.83746987445952
2023-02-03,116.99246321775573,117.6112422760553,117.59771080973235
2023-02-06,116.56497517332805,117.26556169576753,117.41792874066
2023-02-07,115.87331607014188,116.76091372631333,117.13907818095615
2023-02-08,115.4122100013511,116.34801993312354,116.88678481741456
2023-02-09,115.2814722152562,116.10656115311315,116.70899546747664
2023-02-10,115.2476482452294,115.93809554439726,116.56337688059085
2023-02-13,115.75843175658524,116.09116885983354,116.58400753761047
2023-02-14,116.10562218830944,116.22004780381977,116.60457853895784
2023-02-15,116.2837479220891,116.29640263760679,116.60795195330932
2023-02-16,115.96249851300081,116.11887482982813,116.4852898334536
2023-02-17,115.87166648913596,116.04089803193324,116.40954817706815
2023-02-21,114.88444554679378,115.47164451014709,116.07625822326254
2023-02-22,114.14296491856565,114.96043708323114,115.75090064600985
2023-02-23,113.25864256696694,114.3294481342381,115.34510038103458
2023-02-24,112.65909473946886,113.80773012518983,114.97509073374297
2023-02-27,112.0793958826277,113.28268795132718,114.58889144185748
2023-02-28,111.56626422692759,112.78401758118176,114.20328282030223
2023-03-01,111.26750887426684,112.3996504153206,113.866779520173
2023-03-02,111.1816732949214,112.14698709184965,113.59470548360704
2023-03-03,111.59778229833952,112.19844403972712,113.48378118089931
2023-03-06,111.86518870751932,112.23509085539106,113.38056407089736
2023-03-07,111.19679267513007,111.80325626538388,113.04527231275014
2023-03-08,110.47786208859583,111.3008462017736,112.66381789396702
2023-03-09,108.83857391192848,110.25705553937726,111.98726357631242
2023-03-10,107.28238199760077,109.15031783566236,111.24276210894412
2023-03-13,105.98492112828333,108.10298720911437,110.49487994520167
2023-03-14,105.2166141872475,107.29880777203462,109.84584378900873
2023-03-15,104.24441047541761,106.38993418652973,109.12719229022292
2023-03-16,103.90960627153491,105.81721849148241,108.56650710675117
2023-03-17,103.29307003388787,105.13408741277537,107.94683953073618
2023-03-20,102.90871315247473,104.58970777220684,107.39380713634688
2023-03-21,103.3191418981993,104.50794261174167,107.08392068428036
2023-03-22,103.08276146891674,104.16286224785256,106.65783305819191
2023-03-23,102.59850673041716,103.70234133977354,106.17899155297535
2023-03-24,102.175671763963,103.27100688364283,105.71718300803053
2023-03-27,101.66044692711466,102.79082331451102,105.23268912663885
2023-03-28,102.15363108129259,102.8543098736269,105.03338534216357
2023-03-29,102.25908779442943,102.7844355730953,104.7892535210721
2023-03-30,102.54939094742561,102.8472649695176,104.63122911462884
2023-03-31,103.7429263827564,103.44412538477219,104.77396893737067
2023-04-03,105.37195000631024,104.38701117907141,105.14120972937518
2023-04-04,106.42463293063913,105.14028165183967,105.46395154365342
2023-04-05,106.43642164858366,105.38023027595476,105.55881321420765
2023-04-06,106.36428150595682,105.53291590227263,105.62178350054056
2023-04-10,106.45618746718736,105.73420380906822,105.71875644236036
2023-04-11,106.01412406259757,105.62434807167726,105.66268413865156
2023-04-12,104.97274917161454,105.12719376585383,105.39861892446078
2023-04-13,104.71183359487844,104.95679534322699,105.28351259274129
2023-04-14,104.67455522129266,104.89192318520773,105.21841601001555
2023-04-17,104.50970358258704,104.76248266156556,105.11951927622128
2023-04-18,104.23646986886011,104.56748625790021,104.98337481576272
2023-04-19,104.24431395798358,104.51158005396024,104.91448217961678
2023-04-20,104.83954223175468,104.78765618583962,105.0207218557768
2023-04-21,105.33302805277786,105.06626409656408,105.14446260235275
2023-04-24,105.69201992255505,105.31058038120868,105.26499032232957
2023-04-25,105.14134692021248,105.07956593290298,105.14832466453888
2023-04-26,104.99423026288906,105.01055339023738,105.10562678679634
2023-04-27,105.17948785917864,105.10863514687745,105.14794833584028
2023-04-28,105.6963263584303,105.40342936688765,105.29862024261108
2023-05-01,105.71421757228687,105.46644220927172,105.34160879093383
2023-05-02,105.39947726254672,105.33981574268893,105.28716953875598
2023-05-03,104.92965079628766,105.09439431015812,105.16362937923346
2023-05-04,104.22976780787667,104.68268658668477,104.94137913654977
2023-05-05,104.29984601905319,104.63856219663413,104.89362897510753
2023-05-08,104.47656462305369,104.6733694028924,104.8875692471025
2023-05-09,104.34437702572069,104.56548438983098,104.81065806462176
2023-05-10,103.54625033322787,104.08994121863302,104.53821414877608
2023-05-11,103.20749981525088,103.80631532057188,104.34695554215901
2023-05-12,103.64166725557743,103.93425837796434,104.36248378921344
2023-05-15,103.89111130026777,104.01712038008871,104.36510432258821
2023-05-16,103.57074096857045,103.81946218464998,104.22842774950131
2023-05-17,103.6438276175561,103.81410559026403,104.18667281293236
2023-05-18,104.22255082951006,104.09881316538292,104.30032275964528
2023-05-19,104.40170126508355,104.21902934190065,104.34410174789149
2023-05-22,104.47446842558304,104.29193359729726,104.37037803348106
2023-05-23,103.60964470152803,103.85339971659192,104.13319891157029
2023-05-24,102.89309616250958,103.4182359652975,103.8786084518467
2023-05-25,102.70872955430326,103.22219239667805,103.73207396480328
2023-05-26,102.92915395172953,103.2490670057515,103.69759099163934
2023-05-30,103.03943667989653,103.25105521129314,103.65591586255279
2023-05-31,103.23295870212503,103.31813658134567,103.65249556579367
2023-06-01,102.455306310043,102.87847566216989,103.39035327627798
2023-06-02,102.7368718906146,102.95511700573132,103.38174849299034
2023-06-05,102.85791408511676,102.9814590908931,103.35491515785993
2023-06-06,103.12860877972629,103.1066480141753,103.38492306367759
2023-06-07,102.7490718077407,102.90362071410152,103.25207304463873
2023-06-08,102.91271382641698,102.96478019585933,103.2509230274131
2023-06-09,103.03847618945377,103.02391123579896,103.25464473104303
2023-06-12,104.14898504182987,103.6322915104868,103.5513454944277
2023-06-13,104.90932346294518,104.14096583679387,103.82550309545131
2023-06-14,105.3528815965533,104.52260802351671,104.05545497814828
2023-06-15,106.19525348217485,105.1330424289533,104.41969709960253
2023-06-16,106.74350110074678,105.6252158669419,104.7454398842014
2023-06-20,106.92233366026349,105.92608548737007,104.98682644563907
2023-06-21,107.02822172809883,106.16497864671543,105.20141419974674
2023-06-22,107.33881418022344,106.49134599903492,105.46413656972064
2023-06-23,107.77921067418542,106.88564739232118,105.76850486423385
2023-06-26,107.72280731957414,107.01734797741761,105.94388541148315
2023-06-27,108.12187093603121,107.36328437587719,106.22732472171765
2023-06-28,108.19457940331769,107.54086836897054,106.42853154230556
2023-06-29,108.41972051773915,107.7825291648999,106.66105260937952
2023-06-30,109.65647942963209,108.57297790826681,107.18190448024033
2023-07-03,110.14765203756072,109.0378905164761,107.55791331578105
2023-07-05,110.30510227390116,109.32554728558627,107.84954088061923
2023-07-06,109.98006879295234,109.32635720294417,107.99053716161309
2023-07-07,109.14004555679246,108.98701936322206,107.94000972569495
2023-07-10,109.2866976482132,109.09483435737343,108.09619945001492
2023-07-11,109.85779843214215,109.44122811057827,108.37275188334684
2023-07-12,110.41186450245024,109.8191860255761,108.67248947951062
2023-07-13,110.76791078727803,110.12115281309563,108.9398717535509
2023-07-14,111.03860780187026,110.38639808908817,109.19131271331317
2023-07-17,110.77573853458019,110.36159843652668,109.29214007395001
2023-07-18,111.15382691042325,110.6431266593599,109.54146041567947
2023-07-19,111.64255218914285,111.00255867521845,109.83465492338448
2023-07-20,111.82836710884263,111.22027472485914,110.05992559241855
2023-07-21,111.89557766566071,111.36749728021145,110.24755161021649
2023-07-24,112.16371742652122,111.60976994712613,110.48111783288562
2023-07-25,112.27914566309097,111.77344852696328,110.67434490939465
2023-07-26,112.67943156103853,112.08373122332151,110.94155047582693
2023-07-27,112.9462888263369,112.33759888397825,111.18330789307518
2023-07-28,113.50085942100847,112.75076283422793,111.50965958043484
2023-07-31,113.88057274388846,113.09426038975892,111.80778718131232
"
3216,US,technical,"From September 20, 2022 to October 06, 2022, what proportion of days had the 5, 10, 20-day Exponential Moving Average lines of Welltower in short alignment? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",71.6216,hard,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2022-05-25,88.94999694824219,89.25,88.12000274658203
2022-05-26,88.58000183105469,90.18000030517578,89.72000122070312
2022-05-27,90.16999816894533,90.3499984741211,88.94000244140625
2022-05-31,89.08999633789062,89.68000030517578,89.25
2022-06-01,88.16000366210938,89.1500015258789,88.94999694824219
2022-06-02,88.87000274658203,88.95999908447266,87.87999725341797
2022-06-03,88.0,88.94999694824219,88.62000274658203
2022-06-06,87.13999938964844,88.70999908447266,88.70999908447266
2022-06-07,89.30000305175781,89.44999694824219,86.91000366210938
2022-06-08,85.9800033569336,89.08999633789062,88.93000030517578
2022-06-09,83.2300033569336,85.8499984741211,85.2699966430664
2022-06-10,82.06999969482422,83.2300033569336,82.41000366210938
2022-06-13,77.8499984741211,80.83000183105469,80.26000213623047
2022-06-14,77.44999694824219,78.61000061035156,77.80000305175781
2022-06-15,78.44999694824219,79.4800033569336,78.20999908447266
2022-06-16,77.69999694824219,78.86000061035156,77.41000366210938
2022-06-17,77.6500015258789,79.12999725341797,77.41999816894531
2022-06-21,78.68000030517578,80.55000305175781,78.05999755859375
2022-06-22,79.7699966430664,80.95999908447266,78.12999725341797
2022-06-23,81.70999908447266,82.08000183105469,80.25
2022-06-24,83.36000061035156,83.86000061035156,82.06999969482422
2022-06-27,83.16999816894531,84.66999816894531,83.11000061035156
2022-06-28,82.87999725341797,84.76000213623047,83.77999877929688
2022-06-29,83.2300033569336,83.69000244140625,82.68000030517578
2022-06-30,82.3499984741211,83.48999786376953,82.8499984741211
2022-07-01,83.20999908447266,83.41000366210938,81.94000244140625
2022-07-05,82.36000061035156,82.8499984741211,82.7300033569336
2022-07-06,81.66999816894531,83.45999908447266,82.7300033569336
2022-07-07,81.72000122070312,82.45999908447266,81.55999755859375
2022-07-08,82.11000061035156,82.73999786376953,81.75
2022-07-11,82.11000061035156,82.5999984741211,82.0199966430664
2022-07-12,82.44000244140625,83.5199966430664,81.66999816894531
2022-07-13,81.91000366210938,82.19999694824219,81.54000091552734
2022-07-14,80.0999984741211,81.66000366210938,80.5
2022-07-15,81.22000122070312,81.4800033569336,81.19000244140625
2022-07-18,80.79000091552734,81.83000183105469,81.4800033569336
2022-07-19,82.12999725341797,82.30999755859375,81.18000030517578
2022-07-20,81.38999938964844,82.5999984741211,82.02999877929688
2022-07-21,81.33000183105469,81.33999633789062,81.05000305175781
2022-07-22,82.83000183105469,83.19999694824219,82.27999877929688
2022-07-25,84.12000274658203,84.19000244140625,82.55000305175781
2022-07-26,84.91999816894531,85.31999969482422,84.58999633789062
2022-07-27,84.52999877929688,85.62000274658203,84.68000030517578
2022-07-28,85.9800033569336,86.04000091552734,85.02999877929688
2022-07-29,86.33999633789062,86.83000183105469,86.0
2022-08-01,85.9800033569336,86.70999908447266,86.16000366210938
2022-08-02,83.66999816894531,86.33000183105469,85.83000183105469
2022-08-03,82.41000366210938,84.58000183105469,83.87000274658203
2022-08-04,81.0,82.5,82.5
2022-08-05,80.68000030517578,80.9800033569336,80.5
2022-08-08,81.5999984741211,82.41000366210938,81.6500015258789
2022-08-09,82.66000366210938,82.80000305175781,81.73999786376953
2022-08-10,83.30999755859375,83.48999786376953,82.55000305175781
2022-08-11,81.2300033569336,83.19000244140625,82.75
2022-08-12,82.69000244140625,82.79000091552734,81.9800033569336
2022-08-15,81.69000244140625,82.87999725341797,82.66999816894531
2022-08-16,80.66000366210938,81.58000183105469,81.5
2022-08-17,81.56999969482422,81.87999725341797,80.16000366210938
2022-08-18,80.0,81.9800033569336,81.58000183105469
2022-08-19,79.58000183105469,80.18000030517578,79.83999633789062
2022-08-22,79.13999938964844,79.41000366210938,78.77999877929688
2022-08-23,77.1500015258789,79.11000061035156,78.87999725341797
2022-08-24,77.51000213623047,78.19000244140625,76.97000122070312
2022-08-25,78.83999633789062,78.87000274658203,77.94000244140625
2022-08-26,77.33000183105469,78.9800033569336,78.9800033569336
2022-08-29,76.9000015258789,77.66999816894531,77.05999755859375
2022-08-30,76.11000061035156,77.51000213623047,76.94999694824219
2022-08-31,76.6500015258789,77.62000274658203,76.86000061035156
2022-09-01,76.58000183105469,76.62000274658203,76.2300033569336
2022-09-02,75.83000183105469,77.56999969482422,77.12000274658203
2022-09-06,76.27999877929688,77.0,76.43000030517578
2022-09-07,77.66999816894531,77.80999755859375,76.23999786376953
2022-09-08,76.37000274658203,78.19999694824219,77.2699966430664
2022-09-09,77.58999633789062,77.6500015258789,76.68000030517578
2022-09-12,78.26000213623047,79.27999877929688,78.05000305175781
2022-09-13,75.20999908447266,77.33999633789062,77.0
2022-09-14,73.9800033569336,75.18000030517578,74.61000061035156
2022-09-15,72.73999786376953,74.2300033569336,73.88999938964844
2022-09-16,72.81999969482422,72.95999908447266,72.55999755859375
2022-09-19,71.23999786376953,72.9800033569336,71.9800033569336
2022-09-20,69.55999755859375,70.68000030517578,70.37999725341797
2022-09-21,68.98999786376953,70.87000274658203,70.04000091552734
2022-09-22,68.25,68.83000183105469,68.70999908447266
2022-09-23,66.70999908447266,68.56999969482422,67.37000274658203
2022-09-26,65.7699966430664,66.47000122070312,66.41000366210938
2022-09-27,64.30999755859375,66.80000305175781,66.38999938964844
2022-09-28,65.41999816894531,65.93000030517578,64.9800033569336
2022-09-29,63.33000183105469,64.95999908447266,64.62999725341797
2022-09-30,64.31999969482422,64.66999816894531,63.70000076293945
2022-10-03,65.37999725341797,65.87000274658203,65.0999984741211
2022-10-04,64.37999725341797,66.33000183105469,65.36000061035156
2022-10-05,62.31999969482422,63.59000015258789,63.4900016784668
2022-10-06,59.7599983215332,62.18000030517578,61.97999954223633
","date,5-day,10-day,20-day
2022-06-23,79.94293407101091,80.6221288030605,82.7365608703476
2022-06-24,81.08195625079114,81.11992367711343,82.79593608368131
2022-06-27,81.7779702235092,81.49266449381014,82.83156104418265
2022-06-28,82.14531256681212,81.74490681373884,82.83617401649077
2022-06-29,82.50687616351928,82.01492436704697,82.87368157272343
2022-06-30,82.45458360038656,82.07584693196954,82.82380699190415
2022-07-01,82.7063887617486,82.28205641424283,82.86058719119639
2022-07-05,82.59092604461625,82.2962280862626,82.81291227873498
2022-07-06,82.28395008605928,82.18236810129582,82.70406331589787
2022-07-07,82.09596713094056,82.09830139573351,82.61034311635551
2022-07-08,82.1006449574109,82.10042852566407,82.56269144911704
2022-07-11,82.10376350839113,82.10216890469816,82.51957803590128
2022-07-12,82.2158431527295,82.16359318409962,82.51199940785413
2022-07-13,82.11389665585614,82.11748599828321,82.45466647968796
2022-07-14,81.44259726194446,81.7506700847992,82.23041238391968
2022-07-15,81.36839858153068,81.65418483678172,82.13418274932764
2022-07-18,81.17559935952957,81.49706048746273,82.00616543182285
2022-07-19,81.49373199082571,81.61213989945459,82.01795893864143
2022-07-20,81.45915445709996,81.57175071585347,81.95815326730877
2022-07-21,81.41610358175154,81.52779637316279,81.89832932099885
2022-07-22,81.88740299818593,81.76456100187039,81.98706003624226
2022-07-25,82.63160291431797,82.1928231372725,82.190197437227
2022-07-26,83.39440133252708,82.6886731430312,82.4501784592954
2022-07-27,83.77293381478368,83.02345962235222,82.64825658500983
2022-07-28,84.508623662167,83.56101302863974,82.96556580138352
2022-07-29,85.11908122074155,84.0662827212308,83.28694013819371
2022-08-01,85.4060552661389,84.41423192772223,83.54342234950226
2022-08-02,84.82736956707438,84.27891669885369,83.55547718944922
2022-08-03,84.02158093208605,83.93911432853655,83.44638447255971
2022-08-04,83.01438728805738,83.40472990516626,83.21339547517307
2022-08-05,82.23625829376351,82.90932452334981,82.97211974469714
2022-08-08,82.02417168721604,82.67126524167186,82.8414415284518
2022-08-09,82.23611567884716,82.6692176817514,82.82416173165727
2022-08-10,82.59407630542935,82.78572311390455,82.87043181041312
2022-08-11,82.13938532259743,82.50286497627346,82.71420052912936
2022-08-12,82.32292436220038,82.53688996993397,82.71189594934621
2022-08-15,82.11195038860234,82.38291041929256,82.61457275811384
2022-08-16,81.62796814643802,82.06965464525925,82.42842332039912
2022-08-17,81.60864532923343,81.9788082906347,82.34666868939199
2022-08-18,81.07243021948895,81.61902496506475,82.12317643325942
2022-08-19,80.57495409001086,81.24829348615383,81.88096932828753
2022-08-22,80.09663585655673,80.86496728678921,81.61992457222667
2022-08-23,79.11442441299747,80.1895189666237,81.19421761543165
2022-08-24,78.57961698740847,79.70233408837038,80.84333995074581
2022-08-25,78.66641010423587,79.54554540646497,80.65254532095008
2022-08-26,78.22094067984214,79.1427193018449,80.33611260762672
2022-08-29,77.78062762852107,78.73495243348745,80.00886393317454
2022-08-30,77.22375195579791,78.25768846564455,79.6375436167152
2022-08-31,77.03250181249157,77.96538174932353,79.35301579854033
2022-09-01,76.88166848534595,77.71349449145646,79.08891923020836
2022-09-02,76.53111293391554,77.37104128047432,78.77854614457468
2022-09-06,76.44740821570932,77.17266991662387,78.54058925264346
2022-09-07,76.85493820012132,77.26309323522777,78.45767581610077
2022-09-08,76.69329304894157,77.10071314638309,78.25884980947994
2022-09-09,76.99219414525793,77.18967372665718,78.19514947885239
2022-09-12,77.41479680891544,77.38427889203413,78.20132592241221
2022-09-13,76.67986423410119,76.9889552906593,77.91643765213226
2022-09-14,75.77991060837866,76.44187312089099,77.54153914782762
2022-09-15,74.76660636017562,75.76880489232344,77.08424950172684
2022-09-16,74.11773747172515,75.23265849277813,76.67813047249803
2022-09-19,73.15849093573995,74.50672019659474,76.16021308119055
2022-09-20,71.95899314335789,73.60731608059456,75.53162112665751
2022-09-21,70.96932805016178,72.76780367753545,74.90860938733485
2022-09-22,70.06288536677452,71.94638482707445,74.27445611235058
2022-09-23,68.94525660600723,70.99431469205594,73.55403163350506
2022-09-26,67.88683661836029,70.04443868314874,72.812694967749
2022-09-27,66.69455693177144,69.00181302413874,72.00291426211515
2022-09-28,66.2697040108294,68.3505739595581,71.37596987228945
2022-09-29,65.28980328423783,67.43774266346657,70.60968720169566
2022-09-30,64.96653542109996,66.87088030553159,70.01066934389839
2022-10-03,65.10435603187264,66.59981065969274,69.56965295432882
2022-10-04,64.86290310572109,66.19620822218823,69.07540003043255
2022-10-05,64.01526863542213,65.49144303539478,68.43202856989842
2022-10-06,62.59684519745916,64.44936217832904,67.60612092719697
"
3217,US,technical,"During March 02, 2025 to July 08, 2025, what percentage of trading days showed long alignment of Intercontinental Exchange's 5, 20, 60-day Exponential Moving Average lines? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",68.7732,hard,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2024-03-15,134.63999938964844,135.9199981689453,134.2100067138672
2024-03-18,134.39999389648438,135.6300048828125,135.1199951171875
2024-03-19,135.5,136.50999450683594,134.52000427246094
2024-03-20,136.10000610351562,136.4199981689453,135.27000427246094
2024-03-21,138.10000610351562,138.63999938964844,136.3699951171875
2024-03-22,136.22999572753906,138.38999938964844,138.25
2024-03-25,135.80999755859375,136.36000061035156,136.0800018310547
2024-03-26,137.1199951171875,137.9499969482422,136.0800018310547
2024-03-27,136.97999572753906,138.47000122070312,138.16000366210938
2024-03-28,137.42999267578125,137.94000244140625,137.36000061035156
2024-04-01,137.02999877929688,137.97999572753906,137.66000366210938
2024-04-02,137.5,137.52999877929688,136.8699951171875
2024-04-03,137.38999938964844,138.16000366210938,137.3300018310547
2024-04-04,136.6999969482422,138.8699951171875,138.25
2024-04-05,137.8699951171875,137.97999572753906,136.74000549316406
2024-04-08,136.8800048828125,138.1999969482422,138.1999969482422
2024-04-09,135.05999755859375,137.75,137.42999267578125
2024-04-10,132.94000244140625,134.80999755859375,133.47999572753906
2024-04-11,133.47999572753906,134.3300018310547,132.97999572753906
2024-04-12,133.5500030517578,134.49000549316406,132.8000030517578
2024-04-15,130.5399932861328,134.85000610351562,134.80999755859375
2024-04-16,129.89999389648438,131.30999755859375,130.60000610351562
2024-04-17,130.74000549316406,132.0,132.0
2024-04-18,130.97999572753906,131.5,131.5
2024-04-19,131.2100067138672,131.77999877929688,131.3699951171875
2024-04-22,131.64999389648438,132.3699951171875,132.10000610351562
2024-04-23,132.3300018310547,132.47000122070312,132.0
2024-04-24,132.57000732421875,132.64999389648438,132.0
2024-04-25,131.82000732421875,132.0399932861328,131.9600067138672
2024-04-26,131.6999969482422,132.3000030517578,131.74000549316406
2024-04-29,130.77999877929688,132.8699951171875,131.64999389648438
2024-04-30,128.75999450683594,130.7100067138672,130.0500030517578
2024-05-01,128.67999267578125,130.47000122070312,128.8300018310547
2024-05-02,126.54000091552734,130.1999969482422,129.35000610351562
2024-05-03,130.5,131.67999267578125,127.8000030517578
2024-05-06,131.27999877929688,131.77999877929688,130.82000732421875
2024-05-07,133.72000122070312,133.7899932861328,132.22000122070312
2024-05-08,133.38999938964844,133.82000732421875,133.2899932861328
2024-05-09,134.9499969482422,135.0500030517578,133.39999389648438
2024-05-10,133.99000549316406,135.88999938964844,135.27999877929688
2024-05-13,133.74000549316406,134.99000549316406,134.39999389648438
2024-05-14,134.38999938964844,134.6199951171875,134.25
2024-05-15,137.8699951171875,138.1199951171875,134.88999938964844
2024-05-16,137.11000061035156,138.5,137.80999755859375
2024-05-17,138.39999389648438,138.4600067138672,137.80999755859375
2024-05-20,136.9499969482422,138.08999633789062,137.85000610351562
2024-05-21,137.27000427246094,137.5500030517578,137.14999389648438
2024-05-22,136.88999938964844,137.5,136.47999572753906
2024-05-23,135.39999389648438,137.57000732421875,137.57000732421875
2024-05-24,136.33999633789062,136.5500030517578,135.80999755859375
2024-05-28,133.67999267578125,136.6199951171875,136.3699951171875
2024-05-29,131.9499969482422,132.9600067138672,132.7100067138672
2024-05-30,133.24000549316406,133.60000610351562,132.3300018310547
2024-05-31,133.89999389648438,134.32000732421875,133.3300018310547
2024-06-03,133.64999389648438,134.8300018310547,134.39999389648438
2024-06-04,134.75999450683594,135.30999755859375,133.16000366210938
2024-06-05,135.33999633789062,135.8000030517578,134.5
2024-06-06,134.86000061035156,135.64999389648438,135.6300048828125
2024-06-07,133.7899932861328,134.8000030517578,134.35000610351562
2024-06-10,133.8800048828125,134.41000366210938,133.5
2024-06-11,134.58999633789062,134.7100067138672,133.5800018310547
2024-06-12,136.0500030517578,137.32000732421875,136.36000061035156
2024-06-13,135.25999450683594,135.67999267578125,135.52999877929688
2024-06-14,135.6699981689453,135.83999633789062,134.67999267578125
2024-06-17,136.1999969482422,136.42999267578125,134.97999572753906
2024-06-18,136.3800048828125,136.92999267578125,136.2100067138672
2024-06-20,137.11000061035156,137.38999938964844,135.6300048828125
2024-06-21,137.83999633789062,137.97999572753906,136.9600067138672
2024-06-24,138.72000122070312,139.5500030517578,138.1199951171875
2024-06-25,137.3300018310547,139.08999633789062,138.66000366210938
2024-06-26,137.38999938964844,137.6999969482422,136.66000366210938
2024-06-27,137.47000122070312,137.6199951171875,137.2100067138672
2024-06-28,136.88999938964844,138.08999633789062,137.80999755859375
2024-07-01,136.92999267578125,138.6999969482422,138.64999389648438
2024-07-02,140.82000732421875,140.97999572753906,137.11000061035156
2024-07-03,141.16000366210938,141.58999633789062,141.25
2024-07-05,140.7899932861328,141.16000366210938,141.16000366210938
2024-07-08,141.1699981689453,142.19000244140625,141.1300048828125
2024-07-09,142.4600067138672,142.49000549316406,141.30999755859375
2024-07-10,144.41000366210938,144.47000122070312,143.0
2024-07-11,147.14999389648438,147.32000732421875,145.4499969482422
2024-07-12,148.39999389648438,149.44000244140625,147.72999572753906
2024-07-15,147.82000732421875,149.11000061035156,148.91000366210938
2024-07-16,148.9199981689453,149.35000610351562,148.0399932861328
2024-07-17,149.41000366210938,149.52000427246094,148.60000610351562
2024-07-18,147.75999450683594,149.60000610351562,149.08999633789062
2024-07-19,147.67999267578125,148.57000732421875,148.57000732421875
2024-07-22,149.24000549316406,149.47000122070312,147.75
2024-07-23,148.57000732421875,150.0,149.9199981689453
2024-07-24,147.50999450683594,149.0500030517578,148.25
2024-07-25,149.02999877929688,150.38999938964844,148.0
2024-07-26,151.0,151.72000122070312,149.75
2024-07-29,151.16000366210938,151.5,151.10000610351562
2024-07-30,151.3000030517578,152.3800048828125,151.36000061035156
2024-07-31,151.55999755859375,152.9600067138672,152.47999572753906
2024-08-01,151.0,153.27999877929688,150.27999877929688
2024-08-02,149.85000610351562,151.97000122070312,150.0
2024-08-05,148.77999877929688,152.38999938964844,152.38999938964844
2024-08-06,150.50999450683594,152.1300048828125,149.22000122070312
2024-08-07,151.1199951171875,152.6300048828125,151.50999450683594
2024-08-08,153.75999450683594,154.02000427246094,151.52999877929688
2024-08-09,154.0800018310547,154.3800048828125,153.72999572753906
2024-08-12,153.88999938964844,154.6300048828125,154.0
2024-08-13,154.66000366210938,155.16000366210938,154.60000610351562
2024-08-14,156.1199951171875,156.5399932861328,154.8699951171875
2024-08-15,155.5,157.17999267578125,156.7100067138672
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2025-06-13,178.04447140434624,176.88317732647687,172.24149116260963
2025-06-16,178.6296486201501,177.1609702526941,172.4893112245489
2025-06-17,179.4164342444881,177.52564027559603,172.76802251204447
2025-06-18,179.53095433193738,177.7384359166665,172.99726749548026
2025-06-20,179.1639671132187,177.80429846515364,173.1753896325393
2025-06-23,179.35264331799215,177.98769820442845,173.39029475040812
2025-06-24,179.85176424649998,178.26029895672247,173.63487545051
2025-06-25,180.07784242409895,178.47646084458668,173.8609450678473
2025-06-26,180.31856263331858,178.69775057860298,174.08845516568044
2025-06-27,180.79570842221239,178.9884409996884,174.3396533569696
2025-06-30,181.68713935504263,179.41525625883267,174.63900902463297
2025-07-01,181.74475977347896,179.64808905421543,174.87576284711554
2025-07-02,181.743175013374,179.84731919125815,175.10081998305157
2025-07-03,182.19878354569988,180.15805075498133,175.36341606919254
2025-07-07,182.49585447643014,180.43728366763935,175.61674656980557
2025-07-08,181.99056822679978,180.48897053048694,175.79259080448534
"
3218,US,technical,"For Cigna from May 06, 2022 to November 30, 2022, what percentage of days were the 5, 20, 60-day Exponential Moving Average lines in short alignment? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.0769,hard,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2021-05-25,259.6000061035156,262.17999267578125,261.67999267578125
2021-05-26,259.3900146484375,261.07000732421875,259.8800048828125
2021-05-27,259.5,260.4800109863281,260.260009765625
2021-05-28,258.8500061035156,261.5400085449219,261.0400085449219
2021-06-01,257.67999267578125,260.6300048828125,260.07000732421875
2021-06-02,255.41000366210935,259.6700134277344,259.6700134277344
2021-06-03,256.9700012207031,259.1499938964844,255.19000244140625
2021-06-04,252.94000244140625,258.42999267578125,257.6000061035156
2021-06-07,247.6000061035156,254.02999877929688,254.02999877929688
2021-06-08,245.9199981689453,247.8300018310547,247.3300018310547
2021-06-09,242.00999450683597,246.7100067138672,246.2400054931641
2021-06-10,239.6499938964844,244.22999572753903,242.80999755859372
2021-06-11,241.8500061035156,243.92999267578125,241.63999938964844
2021-06-14,239.58999633789065,241.50999450683597,240.63999938964844
2021-06-15,239.0800018310547,240.25,240.19000244140625
2021-06-16,236.9900054931641,240.3800048828125,239.41000366210935
2021-06-17,236.69000244140625,237.5,237.33999633789065
2021-06-18,231.97000122070312,234.38999938964844,231.9900054931641
2021-06-21,236.47999572753903,236.8699951171875,232.9499969482422
2021-06-22,236.00999450683597,237.2400054931641,237.2400054931641
2021-06-23,232.92999267578125,235.9199981689453,235.2400054931641
2021-06-24,234.7700042724609,235.75999450683597,234.08999633789065
2021-06-25,237.1000061035156,238.3300018310547,235.97000122070312
2021-06-28,240.0399932861328,241.0,237.02999877929688
2021-06-29,236.69000244140625,242.5,240.3000030517578
2021-06-30,237.07000732421875,237.9900054931641,236.4900054931641
2021-07-01,238.3000030517578,239.13999938964844,238.3300018310547
2021-07-02,238.02999877929688,238.7899932861328,238.5
2021-07-06,235.2400054931641,238.0200042724609,237.1999969482422
2021-07-07,235.92999267578125,236.3800048828125,234.6300048828125
2021-07-08,231.41000366210935,234.16000366210935,234.16000366210935
2021-07-09,234.8999938964844,235.1499938964844,233.8999938964844
2021-07-12,235.22000122070312,235.92999267578125,233.22000122070312
2021-07-13,235.55999755859372,237.1699981689453,235.3500061035156
2021-07-14,236.0200042724609,236.82000732421875,236.3500061035156
2021-07-15,234.91000366210935,235.94000244140625,234.3600006103516
2021-07-16,233.8300018310547,235.9199981689453,235.9199981689453
2021-07-19,227.6300048828125,232.38999938964844,231.1699981689453
2021-07-20,232.0200042724609,233.1999969482422,228.7899932861328
2021-07-21,233.57000732421875,235.13999938964844,233.6100006103516
2021-07-22,232.2400054931641,234.47999572753903,234.05999755859372
2021-07-23,232.8800048828125,234.1199951171875,234.0
2021-07-26,228.44000244140625,233.41000366210935,232.42999267578125
2021-07-27,228.8800048828125,229.0,227.0
2021-07-28,227.25,229.32000732421875,229.32000732421875
2021-07-29,228.9499969482422,229.9499969482422,228.6100006103516
2021-07-30,229.4900054931641,230.9900054931641,228.2400054931641
2021-08-02,229.3500061035156,230.83999633789065,230.0
2021-08-03,233.9600067138672,234.3800048828125,230.82000732421875
2021-08-04,231.47999572753903,233.4900054931641,232.77999877929688
2021-08-05,206.2100067138672,218.22000122070312,216.41000366210935
2021-08-06,209.3000030517578,211.1300048828125,207.1499938964844
2021-08-09,211.1499938964844,213.1300048828125,209.2100067138672
2021-08-10,210.9499969482422,211.91000366210935,211.38999938964844
2021-08-11,211.3000030517578,213.13999938964844,212.63999938964844
2021-08-12,209.67999267578125,211.5500030517578,209.97000122070312
2021-08-13,210.6100006103516,211.9499969482422,211.3699951171875
2021-08-16,210.8999938964844,211.5,209.1000061035156
2021-08-17,210.5,212.00999450683597,210.44000244140625
2021-08-18,205.6000061035156,209.97999572753903,209.42999267578125
2021-08-19,206.17999267578125,206.7899932861328,205.0
2021-08-20,207.52999877929688,208.91000366210935,206.69000244140625
2021-08-23,207.7400054931641,209.1000061035156,208.2400054931641
2021-08-24,211.88999938964844,213.5,210.19000244140625
2021-08-25,211.38999938964844,213.4900054931641,211.3500061035156
2021-08-26,207.7899932861328,211.6100006103516,210.25
2021-08-27,210.67999267578125,211.5800018310547,208.6499938964844
2021-08-30,207.47000122070312,210.8999938964844,210.63999938964844
2021-08-31,211.6499938964844,214.5200042724609,207.0
2021-09-01,211.0500030517578,212.8600006103516,212.8600006103516
2021-09-02,218.2100067138672,219.5800018310547,211.5200042724609
2021-09-03,216.9199981689453,218.2400054931641,218.1100006103516
2021-09-07,216.32000732421875,218.3600006103516,216.07000732421875
2021-09-08,213.3600006103516,217.00999450683597,216.02999877929688
2021-09-09,213.9499969482422,215.3000030517578,213.0
2021-09-10,204.69000244140625,209.9900054931641,208.9900054931641
2021-09-13,209.1000061035156,211.8699951171875,204.92999267578125
2021-09-14,203.6499938964844,210.7899932861328,209.8999938964844
2021-09-15,206.5800018310547,208.6100006103516,203.1699981689453
2021-09-16,205.5200042724609,209.25,207.27999877929688
2021-09-17,205.6199951171875,207.47000122070312,205.1199951171875
2021-09-20,202.52999877929688,204.2400054931641,203.05999755859372
2021-09-21,202.38999938964844,205.25,203.9199981689453
2021-09-22,201.9900054931641,205.1699981689453,204.4600067138672
2021-09-23,202.4600067138672,204.58999633789065,202.3500061035156
2021-09-24,203.88999938964844,205.41000366210935,202.3000030517578
2021-09-27,206.6100006103516,208.2899932861328,203.1000061035156
2021-09-28,203.27999877929688,208.0200042724609,206.4499969482422
2021-09-29,203.92999267578125,205.91000366210935,203.69000244140625
2021-09-30,200.16000366210935,207.5500030517578,206.0399932861328
2021-10-01,202.6000061035156,203.7700042724609,201.0
2021-10-04,199.4499969482422,204.7700042724609,202.5
2021-10-05,201.3999938964844,203.9900054931641,200.05999755859372
2021-10-06,203.25,203.38999938964844,199.41000366210935
2021-10-07,204.7100067138672,207.3699951171875,204.77999877929688
2021-10-08,205.17999267578125,209.0,207.5
2021-10-11,203.92999267578125,207.50999450683597,204.8500061035156
2021-10-12,202.1000061035156,205.1199951171875,204.1999969482422
2021-10-13,199.47000122070312,202.0,201.44000244140625
2021-10-14,203.0399932861328,207.22000122070312,204.88999938964844
2021-10-15,206.19000244140625,208.05999755859372,204.13999938964844
2021-10-18,204.57000732421875,205.8699951171875,205.4600067138672
2021-10-19,206.6300048828125,207.1300048828125,205.91000366210935
2021-10-20,214.75999450683597,216.0,208.4199981689453
2021-10-21,216.22999572753903,216.3000030517578,213.38999938964844
2021-10-22,216.3999938964844,219.1199951171875,216.07000732421875
2021-10-25,215.6199951171875,218.1100006103516,216.8500061035156
2021-10-26,215.6699981689453,216.3699951171875,215.75999450683597
2021-10-27,213.3999938964844,216.5,215.6699981689453
2021-10-28,215.75,216.1499938964844,213.3800048828125
2021-10-29,213.6100006103516,216.07000732421875,214.97000122070312
2021-11-01,216.1300048828125,217.52999877929688,213.82000732421875
2021-11-02,214.7100067138672,217.3800048828125,216.92999267578125
2021-11-03,218.25,218.33999633789065,212.5200042724609
2021-11-04,213.16000366210935,226.75999450683597,225.22999572753903
2021-11-05,214.1199951171875,222.82000732421875,214.66000366210935
2021-11-08,218.16000366210935,219.6300048828125,215.0
2021-11-09,216.1999969482422,218.9199981689453,217.5
2021-11-10,217.83999633789065,220.8999938964844,216.58999633789065
2021-11-11,217.6999969482422,219.69000244140625,217.4499969482422
2021-11-12,217.72999572753903,219.8300018310547,218.44000244140625
2021-11-15,215.52999877929688,218.4199981689453,217.97999572753903
2021-11-16,217.75999450683597,221.7700042724609,216.1499938964844
2021-11-17,216.97999572753903,220.72000122070312,219.0
2021-11-18,218.75,220.25,217.17999267578125
2021-11-19,210.50999450683597,218.3999938964844,218.3999938964844
2021-11-22,211.5500030517578,214.9499969482422,211.07000732421875
2021-11-23,213.2400054931641,214.1100006103516,211.52999877929688
2021-11-24,210.5800018310547,214.77999877929688,212.3699951171875
2021-11-26,202.02999877929688,208.3500061035156,208.00999450683597
2021-11-29,199.6100006103516,204.8999938964844,203.1300048828125
2021-11-30,191.8999938964844,198.72000122070312,198.0
2021-12-01,194.72000122070312,201.47999572753903,195.4600067138672
2021-12-02,197.7899932861328,199.0399932861328,194.69000244140625
2021-12-03,199.8600006103516,201.6999969482422,198.7899932861328
2021-12-06,206.58999633789065,208.55999755859372,202.7100067138672
2021-12-07,207.97000122070312,209.4199981689453,206.9499969482422
2021-12-08,208.30999755859372,209.0,207.8600006103516
2021-12-09,211.3000030517578,211.3699951171875,208.27999877929688
2021-12-10,214.94000244140625,215.4600067138672,212.77999877929688
2021-12-13,215.1499938964844,216.6100006103516,214.9499969482422
2021-12-14,216.6199951171875,217.8500061035156,213.3800048828125
2021-12-15,217.4600067138672,218.8699951171875,217.0399932861328
2021-12-16,218.6699981689453,220.3800048828125,216.5399932861328
2021-12-17,219.6199951171875,221.08999633789065,218.6499938964844
2021-12-20,217.0,219.5399932861328,216.7700042724609
2021-12-21,220.2400054931641,221.6499938964844,216.0
2021-12-22,222.3300018310547,223.13999938964844,220.0
2021-12-23,225.88999938964844,226.9499969482422,223.4499969482422
2021-12-27,227.8600006103516,228.6699981689453,227.58999633789065
2021-12-28,230.5399932861328,230.97000122070312,227.77999877929688
2021-12-29,231.6499938964844,232.30999755859372,230.6000061035156
2021-12-30,230.75,232.88999938964844,231.47000122070312
2021-12-31,229.6300048828125,232.27999877929688,231.1100006103516
2022-01-03,234.1999969482422,234.3999938964844,229.4900054931641
2022-01-04,233.3000030517578,236.9499969482422,234.1100006103516
2022-01-05,236.5200042724609,239.6000061035156,234.82000732421875
2022-01-06,227.5399932861328,235.1499938964844,232.82000732421875
2022-01-07,233.17999267578125,234.08999633789065,227.13999938964844
2022-01-10,233.69000244140625,236.0,234.08999633789065
2022-01-11,240.13999938964844,241.19000244140625,235.72999572753903
2022-01-12,238.77999877929688,240.83999633789065,240.08999633789065
2022-01-13,240.5500030517578,242.2100067138672,237.92999267578125
2022-01-14,242.1699981689453,242.3500061035156,239.6199951171875
2022-01-18,239.97999572753903,241.75,241.3300018310547
2022-01-19,238.8000030517578,244.1699981689453,240.80999755859372
2022-01-20,240.38999938964844,244.67999267578125,238.3999938964844
2022-01-21,236.25,242.17999267578125,240.6100006103516
2022-01-24,236.4199981689453,236.8300018310547,233.8699951171875
2022-01-25,234.7400054931641,236.1199951171875,233.91000366210935
2022-01-26,234.0200042724609,238.9600067138672,235.3600006103516
2022-01-27,227.42999267578125,232.63999938964844,231.0399932861328
2022-01-28,233.4499969482422,234.4600067138672,227.66000366210935
2022-01-31,230.4600067138672,232.97000122070312,230.72999572753903
2022-02-01,225.91000366210935,229.91000366210935,229.4600067138672
2022-02-02,230.0200042724609,230.6100006103516,225.91000366210935
2022-02-03,217.55999755859372,225.0,225.0
2022-02-04,221.3699951171875,223.0399932861328,213.33999633789065
2022-02-07,224.47999572753903,226.6000061035156,218.16000366210935
2022-02-08,231.7700042724609,232.41000366210935,226.57000732421875
2022-02-09,232.3800048828125,233.8999938964844,232.72999572753903
2022-02-10,230.2700042724609,235.5,230.05999755859372
2022-02-11,227.5,233.44000244140625,230.0
2022-02-14,225.2400054931641,229.16000366210935,228.7100067138672
2022-02-15,228.41000366210935,229.7400054931641,226.92999267578125
2022-02-16,229.0,229.9199981689453,227.80999755859372
2022-02-17,227.1100006103516,229.8699951171875,227.4900054931641
2022-02-18,228.6499938964844,230.8000030517578,226.9900054931641
2022-02-22,227.72999572753903,229.33999633789065,227.3500061035156
2022-02-23,225.08999633789065,229.17999267578125,228.5800018310547
2022-02-24,224.42999267578125,224.8800048828125,220.94000244140625
2022-02-25,232.83999633789065,234.1199951171875,225.50999450683597
2022-02-28,237.77999877929688,239.1300048828125,228.6999969482422
2022-03-01,237.1000061035156,239.3500061035156,237.08999633789065
2022-03-02,240.50999450683597,241.9499969482422,239.0
2022-03-03,237.80999755859372,241.9900054931641,241.2100067138672
2022-03-04,241.6300048828125,241.94000244140625,234.32000732421875
2022-03-07,237.8500061035156,241.94000244140625,241.1300048828125
2022-03-08,229.1000061035156,236.72000122070312,235.0800018310547
2022-03-09,231.25999450683597,233.69000244140625,233.1300048828125
2022-03-10,229.4600067138672,230.0399932861328,229.0200042724609
2022-03-11,226.8600006103516,232.0,231.0
2022-03-14,226.1999969482422,229.57000732421875,229.57000732421875
2022-03-15,233.0800018310547,234.25,228.2100067138672
2022-03-16,237.5,238.1999969482422,234.5
2022-03-17,242.38999938964844,242.8800048828125,234.88999938964844
2022-03-18,241.16000366210935,243.7100067138672,241.7100067138672
2022-03-21,243.50999450683597,245.9900054931641,240.47999572753903
2022-03-22,243.52999877929688,246.77999877929688,244.7400054931641
2022-03-23,238.5,243.6000061035156,242.4499969482422
2022-03-24,242.1000061035156,242.9199981689453,238.97000122070312
2022-03-25,243.5800018310547,243.9600067138672,242.8000030517578
2022-03-28,243.66000366210935,244.0,244.0
2022-03-29,243.33999633789065,245.5500030517578,245.42999267578125
2022-03-30,245.8300018310547,246.07000732421875,243.8800048828125
2022-03-31,239.6100006103516,244.8999938964844,243.0800018310547
2022-04-01,246.25,247.83999633789065,242.1999969482422
2022-04-04,242.25999450683597,246.19000244140625,244.9499969482422
2022-04-05,245.08999633789065,248.97000122070312,240.7700042724609
2022-04-06,249.6100006103516,250.32000732421875,243.69000244140625
2022-04-07,255.1300048828125,256.1700134277344,249.47999572753903
2022-04-08,257.8999938964844,259.29998779296875,256.2900085449219
2022-04-11,254.1199951171875,259.45001220703125,257.94000244140625
2022-04-12,254.82000732421875,257.45001220703125,254.3699951171875
2022-04-13,258.989990234375,259.3699951171875,255.8999938964844
2022-04-14,259.2099914550781,265.2200012207031,260.0
2022-04-18,258.9599914550781,261.5299987792969,258.1000061035156
2022-04-19,261.0299987792969,262.3099975585937,260.1300048828125
2022-04-20,268.8699951171875,269.8399963378906,262.4700012207031
2022-04-21,264.6099853515625,269.9700012207031,269.1400146484375
2022-04-22,255.05999755859372,263.0,263.0
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2022-11-30,322.8644568418347,317.1080406070261,304.88344444225646
"
3219,US,technical,"Calculate the percentage of days with long alignment in the 10, 20, 30-day Exponential Moving Average lines for American Water Works from July 15, 2022 to May 29, 2023. (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",42.9032,hard,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2022-01-21,161.38999938964844,165.33999633789062,164.0800018310547
2022-01-24,159.7899932861328,162.63999938964844,160.8000030517578
2022-01-25,157.0,159.8800048828125,157.77999877929688
2022-01-26,155.5500030517578,159.47000122070312,157.4499969482422
2022-01-27,156.14999389648438,159.41000366210938,156.8800048828125
2022-01-28,157.83999633789062,157.83999633789062,156.27000427246094
2022-01-31,160.8000030517578,161.1199951171875,157.1199951171875
2022-02-01,158.7100067138672,161.44000244140625,161.0
2022-02-02,160.82000732421875,160.97999572753906,158.38999938964844
2022-02-03,157.50999450683594,159.74000549316406,159.25
2022-02-04,155.5,157.30999755859375,156.57000732421875
2022-02-07,155.4199981689453,156.2100067138672,155.6999969482422
2022-02-08,155.66000366210938,157.8300018310547,155.5
2022-02-09,155.72999572753906,157.14999389648438,156.99000549316406
2022-02-10,150.41000366210938,154.25999450683594,152.75
2022-02-11,149.4600067138672,152.27000427246094,151.33999633789062
2022-02-14,148.02999877929688,150.91000366210938,149.47000122070312
2022-02-15,146.77000427246094,149.6199951171875,149.39999389648438
2022-02-16,146.2899932861328,147.10000610351562,147.05999755859375
2022-02-17,148.05999755859375,149.14999389648438,147.9199981689453
2022-02-18,148.25999450683594,149.47000122070312,147.0
2022-02-22,147.8300018310547,149.4499969482422,147.16000366210938
2022-02-23,146.72999572753906,150.05999755859375,149.3000030517578
2022-02-24,148.60000610351562,149.0399932861328,144.9499969482422
2022-02-25,152.69000244140625,152.77000427246094,149.5
2022-02-28,151.08999633789062,152.97000122070312,152.3699951171875
2022-03-01,151.02000427246094,153.2100067138672,151.2899932861328
2022-03-02,152.10000610351562,152.52999877929688,150.6300048828125
2022-03-03,154.94000244140625,155.66000366210938,152.5
2022-03-04,161.0399932861328,161.44000244140625,155.0399932861328
2022-03-07,159.22000122070312,161.99000549316406,161.72000122070312
2022-03-08,154.25,159.32000732421875,157.41000366210938
2022-03-09,153.7899932861328,156.77000427246094,155.9600067138672
2022-03-10,153.1300048828125,153.2899932861328,153.24000549316406
2022-03-11,152.0800018310547,154.92999267578125,153.3300018310547
2022-03-14,152.6199951171875,154.9499969482422,153.61000061035156
2022-03-15,155.9499969482422,156.3300018310547,154.9600067138672
2022-03-16,156.14999389648438,156.9499969482422,156.05999755859375
2022-03-17,157.42999267578125,158.74000549316406,156.1199951171875
2022-03-18,158.72000122070312,160.75999450683594,157.97000122070312
2022-03-21,157.00999450683594,159.94000244140625,158.10000610351562
2022-03-22,156.5800018310547,157.6699981689453,157.11000061035156
2022-03-23,155.60000610351562,157.2899932861328,156.6699981689453
2022-03-24,158.14999389648438,158.25,156.0399932861328
2022-03-25,159.5500030517578,159.6300048828125,158.57000732421875
2022-03-28,161.4199981689453,161.4199981689453,160.49000549316406
2022-03-29,164.44000244140625,164.5399932861328,163.5399932861328
2022-03-30,165.85000610351562,166.08999633789062,164.41000366210938
2022-03-31,165.52999877929688,167.47000122070312,165.77999877929688
2022-04-01,168.83999633789062,168.97000122070312,165.72999572753906
2022-04-04,166.25,168.52999877929688,168.32000732421875
2022-04-05,167.63999938964844,168.64999389648438,166.57000732421875
2022-04-06,168.99000549316406,169.44000244140625,167.5399932861328
2022-04-07,171.13999938964844,171.77000427246094,169.8800048828125
2022-04-08,169.8699951171875,173.8699951171875,171.0500030517578
2022-04-11,169.22000122070312,170.80999755859375,170.0
2022-04-12,168.5500030517578,171.1199951171875,169.0
2022-04-13,167.14999389648438,168.9499969482422,168.5500030517578
2022-04-14,166.16000366210938,168.67999267578125,167.82000732421875
2022-04-18,162.44000244140625,167.13999938964844,166.10000610351562
2022-04-19,164.3800048828125,164.57000732421875,162.88999938964844
2022-04-20,167.55999755859375,169.1300048828125,166.0399932861328
2022-04-21,165.30999755859375,169.16000366210938,167.9600067138672
2022-04-22,164.1999969482422,166.50999450683594,165.49000549316406
2022-04-25,160.80999755859375,164.8300018310547,164.8000030517578
2022-04-26,158.25999450683594,161.52999877929688,160.47999572753906
2022-04-27,156.24000549316406,159.0399932861328,157.39999389648438
2022-04-28,160.67999267578125,161.3300018310547,156.3800048828125
2022-04-29,154.0800018310547,159.88999938964844,159.17999267578125
2022-05-02,148.8300018310547,154.92999267578125,154.83999633789062
2022-05-03,149.6199951171875,153.05999755859375,149.07000732421875
2022-05-04,152.5,152.77000427246094,149.99000549316406
2022-05-05,148.36000061035156,152.3699951171875,151.5500030517578
2022-05-06,149.00999450683594,149.63999938964844,146.8300018310547
2022-05-09,145.7899932861328,147.94000244140625,147.27999877929688
2022-05-10,143.5500030517578,148.1199951171875,146.00999450683594
2022-05-11,144.0399932861328,146.22000122070312,143.63999938964844
2022-05-12,145.82000732421875,146.22999572753906,144.24000549316406
2022-05-13,146.47999572753906,147.91000366210938,147.02999877929688
2022-05-16,145.97000122070312,148.07000732421875,146.33999633789062
2022-05-17,146.41000366210938,146.72999572753906,146.72999572753906
2022-05-18,144.27999877929688,147.5800018310547,146.4499969482422
2022-05-19,145.0500030517578,145.47000122070312,144.07000732421875
2022-05-20,145.57000732421875,146.66000366210938,145.8300018310547
2022-05-23,148.36000061035156,148.6199951171875,147.27999877929688
2022-05-24,148.47000122070312,149.10000610351562,148.4199981689453
2022-05-25,146.88999938964844,148.63999938964844,147.85000610351562
2022-05-26,148.82000732421875,149.42999267578125,148.3699951171875
2022-05-27,151.75999450683594,152.08999633789062,148.86000061035156
2022-05-31,151.25,151.83999633789062,150.58999633789062
2022-06-01,151.9199981689453,153.6999969482422,151.75
2022-06-02,155.05999755859375,155.27999877929688,152.74000549316406
2022-06-03,155.14999389648438,156.4600067138672,154.0500030517578
2022-06-06,155.10000610351562,157.27000427246094,156.16000366210938
2022-06-07,156.85000610351562,157.2100067138672,154.64999389648438
2022-06-08,153.60000610351562,156.38999938964844,155.86000061035156
2022-06-09,150.55999755859375,154.85000610351562,153.11000061035156
2022-06-10,148.27000427246094,149.8000030517578,148.08999633789062
2022-06-13,140.66000366210938,145.8699951171875,145.82000732421875
2022-06-14,133.47000122070312,140.7100067138672,140.7100067138672
2022-06-15,135.02000427246094,137.3300018310547,134.69000244140625
2022-06-16,130.8800048828125,133.36000061035156,132.5800018310547
2022-06-17,131.83999633789062,132.67999267578125,129.66000366210938
2022-06-21,134.44000244140625,135.02999877929688,132.89999389648438
2022-06-22,137.00999450683594,138.99000549316406,133.16000366210938
2022-06-23,144.5800018310547,144.77000427246094,137.97999572753906
2022-06-24,148.33999633789062,148.66000366210938,146.02999877929688
2022-06-27,148.9499969482422,149.1999969482422,147.8800048828125
2022-06-28,145.10000610351562,149.50999450683594,149.08999633789062
2022-06-29,145.82000732421875,146.27000427246094,145.61000061035156
2022-06-30,148.77000427246094,149.47999572753906,145.49000549316406
2022-07-01,153.42999267578125,155.14999389648438,149.52000427246094
2022-07-05,149.64999389648438,152.89999389648438,152.75
2022-07-06,152.24000549316406,153.5399932861328,150.38999938964844
2022-07-07,153.22999572753906,154.3000030517578,152.1300048828125
2022-07-08,150.86000061035156,153.17999267578125,152.47999572753906
2022-07-11,150.1699981689453,151.2100067138672,150.41000366210938
2022-07-12,148.02999877929688,151.94000244140625,149.3800048828125
2022-07-13,148.02000427246094,149.1999969482422,146.6699981689453
2022-07-14,146.5399932861328,146.7899932861328,144.97000122070312
2022-07-15,148.57000732421875,148.92999267578125,147.67999267578125
2022-07-18,145.07000732421875,148.0399932861328,148.0399932861328
2022-07-19,146.77000427246094,147.47000122070312,146.33999633789062
2022-07-20,144.7100067138672,147.47999572753906,147.47999572753906
2022-07-21,145.9499969482422,146.05999755859375,144.74000549316406
2022-07-22,148.22000122070312,148.77000427246094,146.82000732421875
2022-07-25,149.8300018310547,149.9499969482422,148.13999938964844
2022-07-26,150.55999755859375,150.75,149.3699951171875
2022-07-27,151.27000427246094,151.75999450683594,150.74000549316406
2022-07-28,155.50999450683594,155.5399932861328,151.82000732421875
2022-07-29,155.44000244140625,157.3699951171875,155.72000122070312
2022-08-01,156.6300048828125,156.7100067138672,154.74000549316406
2022-08-02,155.47999572753906,158.41000366210938,157.9199981689453
2022-08-03,157.64999389648438,158.07000732421875,155.6300048828125
2022-08-04,158.63999938964844,159.24000549316406,157.86000061035156
2022-08-05,155.63999938964844,158.5399932861328,158.33999633789062
2022-08-08,155.14999389648438,157.6699981689453,156.25999450683594
2022-08-09,155.3699951171875,157.2100067138672,155.47000122070312
2022-08-10,156.77000427246094,157.50999450683594,156.8699951171875
2022-08-11,155.1999969482422,158.2100067138672,157.10000610351562
2022-08-12,158.3300018310547,158.41000366210938,156.27000427246094
2022-08-15,159.24000549316406,159.80999755859375,158.3300018310547
2022-08-16,159.5,159.8800048828125,158.14999389648438
2022-08-17,158.94000244140625,159.9499969482422,159.10000610351562
2022-08-18,158.75,159.38999938964844,159.11000061035156
2022-08-19,157.80999755859375,159.4600067138672,158.52000427246094
2022-08-22,155.17999267578125,157.64999389648438,156.58999633789062
2022-08-23,152.8000030517578,154.69000244140625,154.69000244140625
2022-08-24,154.52999877929688,154.61000061035156,153.10000610351562
2022-08-25,155.32000732421875,155.47000122070312,154.91000366210938
2022-08-26,151.08999633789062,155.75999450683594,155.75999450683594
2022-08-29,151.63999938964844,152.8699951171875,150.3300018310547
2022-08-30,150.49000549316406,152.9600067138672,151.9600067138672
2022-08-31,148.4499969482422,152.60000610351562,151.47000122070312
2022-09-01,151.47999572753906,151.50999450683594,148.4499969482422
2022-09-02,148.1199951171875,153.08999633789062,151.74000549316406
2022-09-06,148.4199981689453,150.80999755859375,148.3000030517578
2022-09-07,153.33999633789062,153.72999572753906,149.36000061035156
2022-09-08,154.52000427246094,155.13999938964844,152.4199981689453
2022-09-09,154.89999389648438,156.6999969482422,155.33999633789062
2022-09-12,156.8699951171875,157.10000610351562,154.69000244140625
2022-09-13,152.13999938964844,155.4499969482422,154.7100067138672
2022-09-14,153.47999572753906,154.77999877929688,151.97999572753906
2022-09-15,147.86000061035156,152.6199951171875,152.5800018310547
2022-09-16,148.39999389648438,149.63999938964844,147.86000061035156
2022-09-19,148.5500030517578,148.6699981689453,148.0
2022-09-20,145.44000244140625,147.2100067138672,147.2100067138672
2022-09-21,144.32000732421875,148.52999877929688,146.4600067138672
2022-09-22,142.7899932861328,143.88999938964844,143.42999267578125
2022-09-23,140.91000366210938,141.8800048828125,141.32000732421875
2022-09-26,137.3300018310547,140.25999450683594,139.5800018310547
2022-09-27,134.7100067138672,139.0500030517578,138.66000366210938
2022-09-28,137.4199981689453,138.25,136.19000244140625
2022-09-29,133.1999969482422,137.07000732421875,136.16000366210938
2022-09-30,130.16000366210938,134.6300048828125,134.4600067138672
2022-10-03,134.35000610351562,135.16000366210938,132.41000366210938
2022-10-04,136.52000427246094,137.57000732421875,135.16000366210938
2022-10-05,133.39999389648438,134.8000030517578,134.6999969482422
2022-10-06,131.24000549316406,133.11000061035156,132.82000732421875
2022-10-07,127.4499969482422,130.7899932861328,130.4600067138672
2022-10-10,127.44000244140624,128.85000610351562,127.58000183105467
2022-10-11,127.72000122070312,129.22000122070312,127.0
2022-10-12,126.01000213623048,127.73999786376952,127.73999786376952
2022-10-13,128.97999572753906,129.47999572753906,123.4800033569336
2022-10-14,128.44000244140625,131.72999572753906,130.49000549316406
2022-10-17,131.4199981689453,132.5800018310547,130.38999938964844
2022-10-18,134.77000427246094,135.0,133.8800048828125
2022-10-19,134.0,134.0500030517578,133.1699981689453
2022-10-20,129.92999267578125,134.38999938964844,134.3699951171875
2022-10-21,132.75999450683594,133.75999450683594,130.6300048828125
2022-10-24,135.9600067138672,136.39999389648438,134.3699951171875
2022-10-25,139.5500030517578,139.97999572753906,136.57000732421875
2022-10-26,139.22000122070312,141.25999450683594,140.1999969482422
2022-10-27,142.02000427246094,142.94000244140625,140.6199951171875
2022-10-28,145.94000244140625,146.02999877929688,142.38999938964844
2022-10-31,145.33999633789062,146.0800018310547,145.9199981689453
2022-11-01,141.83999633789062,149.41000366210938,147.6199951171875
2022-11-02,138.16000366210938,143.50999450683594,141.9600067138672
2022-11-03,137.83999633789062,139.10000610351562,136.4499969482422
2022-11-04,139.0399932861328,139.63999938964844,138.5
2022-11-07,138.0399932861328,138.66000366210938,138.5500030517578
2022-11-08,139.7899932861328,140.4499969482422,137.75999450683594
2022-11-09,139.4600067138672,140.47000122070312,139.3699951171875
2022-11-10,147.50999450683594,147.64999389648438,144.58999633789062
2022-11-11,145.94000244140625,147.1699981689453,147.1699981689453
2022-11-14,144.75,147.57000732421875,146.0
2022-11-15,146.02000427246094,147.17999267578125,146.17999267578125
2022-11-16,147.0500030517578,147.9199981689453,146.24000549316406
2022-11-17,142.85000610351562,146.22999572753906,145.3000030517578
2022-11-18,146.7100067138672,147.10000610351562,144.6199951171875
2022-11-21,147.72000122070312,150.32000732421875,147.32000732421875
2022-11-22,148.22000122070312,149.82000732421875,148.2100067138672
2022-11-23,151.25999450683594,151.47999572753906,148.1300048828125
2022-11-25,152.89999389648438,153.3699951171875,151.97000122070312
2022-11-28,149.75,151.82000732421875,151.4199981689453
2022-11-29,147.13999938964844,148.8800048828125,148.72000122070312
2022-11-30,151.75999450683594,151.92999267578125,146.7899932861328
2022-12-01,154.00999450683594,155.52999877929688,153.5
2022-12-02,153.74000549316406,154.5500030517578,152.3300018310547
2022-12-05,153.17999267578125,153.69000244140625,152.30999755859375
2022-12-06,154.67999267578125,155.3300018310547,153.0
2022-12-07,153.7899932861328,155.97000122070312,154.69000244140625
2022-12-08,155.41000366210938,155.4600067138672,153.60000610351562
2022-12-09,156.13999938964844,156.94000244140625,154.49000549316406
2022-12-12,156.99000549316406,157.6699981689453,157.61000061035156
2022-12-13,159.19000244140625,161.91000366210938,159.8800048828125
2022-12-14,158.35000610351562,161.19000244140625,159.3699951171875
2022-12-15,156.4199981689453,158.3699951171875,157.8000030517578
2022-12-16,152.39999389648438,155.72000122070312,154.82000732421875
2022-12-19,151.47999572753906,153.97000122070312,152.00999450683594
2022-12-20,150.25999450683594,151.6699981689453,151.25999450683594
2022-12-21,152.52999877929688,152.88999938964844,150.69000244140625
2022-12-22,151.92999267578125,152.39999389648438,151.6999969482422
2022-12-23,153.02000427246094,153.24000549316406,152.0
2022-12-27,154.27999877929688,154.89999389648438,152.67999267578125
2022-12-28,153.1199951171875,155.5399932861328,154.67999267578125
2022-12-29,154.77999877929688,155.5399932861328,154.0500030517578
2022-12-30,152.4199981689453,154.7100067138672,154.52999877929688
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2022-09-20,149.98226417281145,151.35936680629257,151.84494052726762
2022-09-21,148.95276292761278,150.68895161752363,151.3594609657806
2022-09-22,147.8322593564346,149.93666987167688,150.80659208322268
2022-09-23,146.57366741201182,149.0769873755276,150.168102507667
2022-09-26,144.89300094274688,147.95822684748256,149.33983794788554
2022-09-27,143.04154744658692,146.69649159666207,148.39597786827147
2022-09-28,142.0194475779248,145.81301603211762,147.68785014573433
2022-09-29,140.4159110998007,144.61177611936756,146.7531499394445
2022-09-30,138.5512006565841,143.2354168377239,145.68262437316486
2022-10-03,137.78734710148072,142.38918724398977,144.95148771060687
2022-10-04,137.55692113256802,141.83021743717748,144.4075210371781
2022-10-05,136.8011161805528,141.02733900473052,143.69735799584302
2022-10-06,135.79000514648212,140.09521200362894,142.89365783437987
2022-10-07,134.2736400195294,138.89090580787783,141.89729261591938
2022-10-10,133.03116045987065,137.80034358249958,140.9645642175637
2022-10-11,132.06549514365838,136.8403109766142,140.11007628228236
2022-10-12,130.96449641503511,135.80885299181577,139.20039407931128
2022-10-13,130.60367810821765,135.15848563331323,138.54101354048728
2022-10-14,130.21028253243375,134.51863009122687,137.8893354050627
2022-10-17,130.4302308299813,134.22352228910484,137.47195880918414
2022-10-18,131.21928054679577,134.2755681922816,137.29763916165365
2022-10-19,131.7248659019238,134.2493236025405,137.0848882479986
2022-10-20,131.39852531535243,133.83795875237297,136.6232820820491
2022-10-21,131.64606516834942,133.73529549089326,136.3740377223579
2022-10-24,132.43041817662538,133.94717275022413,136.34732604439077
2022-10-25,133.7248881539222,134.48077563608447,136.5539503674467
2022-10-26,134.72399962060962,134.93213045366718,136.72595364830198
2022-10-27,136.0505459209462,135.60716605545707,137.06750530147352
2022-10-28,137.8486289246662,136.59124571126176,137.63992447179177
2022-10-31,139.21069572707063,137.424460056655,138.13670330186267
2022-11-01,139.68875038358334,137.84498732153457,138.3756254332193
2022-11-02,139.41079643422444,137.8749888777798,138.3617143512122
2022-11-03,139.1251964167092,137.8716562549332,138.32805512454632
2022-11-04,139.10970493842257,137.9829264483808,138.37398661884225
2022-11-07,138.91521191073352,137.98836138530956,138.35243866189325
2022-11-08,139.074263069897,138.15994537586417,138.4451841215216
2022-11-09,139.14439827789155,138.28376074138825,138.5106565468342
2022-11-10,140.66541577406326,139.1624496714309,139.0912589958666
2022-11-11,141.62443153176199,139.80793088761902,139.5331134117079
2022-11-14,142.19271670780526,140.27860413641721,139.86968673998481
2022-11-15,142.88858717410628,140.82540414937375,140.26648141949943
2022-11-16,143.6452082427702,141.41822309245794,140.70412797641933
2022-11-17,143.500626035633,141.55458337922533,140.84257172655458
2022-11-18,144.08414979531193,142.04557607776266,141.22111591928441
2022-11-21,144.7452136908376,142.58599751994748,141.6403988419566
2022-11-22,145.37699324172223,143.12256930097183,142.0648893180048
2022-11-23,146.44662983537927,143.89756217772077,142.6581219108326
2022-11-25,147.61996875558017,144.75493662712682,143.31888784539078
2022-11-28,148.0072471636565,145.23065694835284,143.73379830697849
2022-11-29,147.84956575020047,145.4124990856191,143.95355321553782
2022-11-30,148.56055279686146,146.01702245906833,144.45719458916994
2022-12-01,149.55136038049318,146.77825789218906,145.07350426127744
2022-12-02,150.3129322191606,147.4412814732343,145.63263337301206
2022-12-05,150.83421593854615,147.9878253972864,146.11955977964232
2022-12-06,151.5334480725889,148.62517466190494,146.6718457729416
2022-12-07,151.94372902050597,149.11706214992665,147.1310810963733
2022-12-08,152.57396077352476,149.71638991299167,147.66520513287242
2022-12-09,153.22233143100178,150.32816224410186,148.21196605266442
2022-12-12,153.90736307866763,150.9626235059173,148.77829117785797
2022-12-13,154.86784296280192,151.7461834045353,149.45001448518366
2022-12-14,155.50096353384077,152.3751188996763,150.024207492818
2022-12-15,155.6680607402234,152.76034549674955,150.43683914934235
2022-12-16,155.0738667686345,152.72602629672429,150.56349429431924
2022-12-19,154.4204356702535,152.60735671870665,150.62262341904312
2022-12-20,153.6639918223594,152.38379841281423,150.59922800535233
2022-12-21,153.4578112690753,152.39772225724116,150.72379386173586
2022-12-22,153.18002607029456,152.3531765828164,150.8016131400614
2022-12-23,153.15093119796117,152.41668398183015,150.9447351486033
2022-12-27,153.35621621274947,152.59414253396983,151.15991344735775
2022-12-28,153.3132669226473,152.6442237323715,151.28637032928228
2022-12-29,153.57994544203814,152.8476308796977,151.5117657131542
2022-12-30,153.36904593783945,152.80690395486414,151.57036135546332
2023-01-03,153.5019477861442,152.93005654044998,151.73356424243443
2023-01-04,154.16886603756257,153.33386050506857,152.08430191511258
2023-01-05,154.25998097054125,153.46111171115206,152.25112102826307
2023-01-06,154.98725615895844,153.91814816788386,152.6387902849452
2023-01-09,155.61502821031257,154.34880095583839,153.01306203697496
2023-01-10,156.55229658524863,154.96034412885007,153.51350992313536
2023-01-11,157.43733323682983,155.5755492755258,154.02360593899408
2023-01-12,157.7978177699417,155.94168726537526,154.3717602764103
2023-01-13,157.99275910580457,156.2205737274526,154.66196897581528
2023-01-17,157.85589481259717,156.3176624670442,154.82829391241842
2023-01-18,156.9166416541988,155.97217103603106,154.69033962396605
2023-01-19,155.69361634278198,155.42148831273346,154.39999528960735
2023-01-20,154.93841215066394,155.05182211972388,154.21547903131867
2023-01-23,154.21688289067106,154.66307727219808,154.00609336611765
2023-01-24,154.27563023530047,154.65135498781092,154.0405385222477
2023-01-25,154.50006010285236,154.73313018009904,154.13534213415662
2023-01-26,154.80913952928685,154.87283177706504,154.26854567054926
2023-01-27,155.21111493713667,155.07732439567417,154.44605912873712
2023-01-30,155.1727304031118,155.06996016751472,154.48179724946377
2023-01-31,155.4122349649395,155.20520257948132,154.611359071638
2023-02-01,155.99546408353004,155.53042091640572,154.86998075199602
2023-02-02,156.83265354170922,156.0132385532733,155.2396598069328
2023-02-03,156.79217119055326,156.0700730348998,155.32806889102434
2023-02-06,156.72268618538163,156.1024473803483,155.39787113432016
2023-02-07,156.4949252827128,156.04221441276306,155.40252468828038
2023-02-08,155.43948476611163,155.53247993930052,155.09849099493366
2023-02-09,154.27957800110838,154.91605304589987,154.7089107732343
2023-02-10,153.58329053695087,154.49071436993248,154.43414213936384
2023-02-13,153.24269347820837,154.22588506935483,154.25839146675116
2023-02-14,152.52765785646025,153.7577053064252,153.93914024687004
2023-02-15,151.93172006437655,153.32840003914663,153.63661506965263
2023-02-16,151.11868127337485,152.76950543673908,153.23812420798907
2023-02-17,150.8443756982797,152.46860021517836,153.00405171781892
2023-02-21,150.26539896443052,152.0106386386956,152.6592744239022
2023-02-22,149.61350691194883,151.502958070799,152.2735143111202
2023-02-23,148.56741485711296,150.7750573602802,151.73070697558674
2023-02-24,147.29333898465492,149.89743261726244,151.07453217449043
2023-02-27,145.92727712913526,148.93386748983716,150.34585260060697
2023-02-28,144.9186821752584,148.11921390821578,149.7028946833299
2023-03-01,143.68619439605658,147.16881252549507,148.95690143857627
2023-03-02,142.75415860742697,146.34892538579018,148.28613344631935
2023-03-03,142.1988564875752,145.7156941060237,147.73218915612085
2023-03-06,141.78451861146067,145.1637230643972,147.22817683436762
2023-03-07,140.93824338807008,144.3986070471034,146.57668186975118
2023-03-08,140.44765467990533,143.81207356577585,146.03883178093912
2023-03-09,139.61535294122936,143.05568514210077,145.38277780263257
2023-03-10,138.53074220582116,142.15990502347066,144.62582400223593
2023-03-13,138.13787909879684,141.60848503239606,144.09318988061992
2023-03-14,138.05280983882383,141.23339104540074,143.6787904153506
2023-03-15,138.52139075591268,141.17592569658282,143.4820945745417
2023-03-16,139.27204587238026,141.3163131441925,143.4284106598283
2023-03-17,139.73349163350997,141.3633307074688,143.32399691136158
2023-03-20,140.247401801707,141.4772989790045,143.27470663053785
2023-03-21,139.99514703964238,141.22803246770422,142.98988688730003
2023-03-22,139.3378484656733,140.76631555485739,142.56344288701052
2023-03-23,138.86187623931505,140.38095228493793,142.18644665047458
2023-03-24,139.40335262087424,140.51990886140962,142.16409501740466
2023-03-27,139.81728717631188,140.63039303420692,142.1328626082677
2023-03-28,140.07232609347392,140.6865461948256,142.07396832519902
2023-03-29,140.81190305641474,141.01544649909445,142.2072606519377
2023-03-30,141.73519329882086,141.47968963152815,142.44485669953195
2023-03-31,142.59970460688325,141.95686257073154,142.70583404105662
2023-04-03,143.11612239497833,142.28859017746248,142.8822320023695
2023-04-04,143.84591921094818,142.74967729225773,143.1562818656239
2023-04-05,145.0030260296607,143.46018485622054,143.6113608880912
2023-04-06,146.25338582114284,144.26207247780073,144.14482179097647
2023-04-10,147.27822465178022,144.98854170750053,144.64451066831015
2023-04-11,148.1476379075645,145.66201369331893,145.12292917736073
2023-04-12,148.63352325604708,146.15325118197603,145.49048260619028
2023-04-13,149.2456099367658,146.71008440274022,145.91045147030707
2023-04-14,149.3282257570342,146.99483797850232,146.15493827533513
2023-04-17,149.42127495355356,147.2658054413012,146.3926839567903
2023-04-18,149.18104425354664,147.34525312341688,146.50283377270807
2023-04-19,149.14994429959924,147.50379992183775,146.6645860781357
2023-04-20,149.23540808461527,147.70534232139485,146.85525762904226
2023-04-21,149.54351437391819,148.0124518789555,147.11814376108995
2023-04-24,149.90105621626685,148.3455511768489,147.40148897049292
2023-04-25,150.3590456622084,148.73359374752476,147.72526375748987
2023-04-26,150.12103791485373,148.76372796697555,147.81073080873296
2023-04-27,149.81903224194707,148.73480213334616,147.85261957680615
2023-04-28,149.53375365250216,148.6886305015989,147.87825702346382
2023-05-01,148.9985250498455,148.4887605812457,147.7951434308462
2023-05-02,148.58788513044888,148.3222124776189,147.72707001551188
2023-05-03,148.20645246912437,148.1477165743375,147.64725940116685
2023-05-04,148.13618971550517,148.11650616956427,147.65840442846053
2023-05-05,148.18960843555536,148.14636202729923,147.70818431538447
2023-05-08,148.0587707601277,148.08194671238533,147.6928176641147
2023-05-09,148.0262678733431,148.0627141571879,147.70489425886942
2023-05-10,148.33785653149235,148.22245618918564,147.83619175785617
2023-05-11,148.5346095564838,148.3365078063056,147.9383728166361
2023-05-12,148.75922677757052,148.4730312792728,148.05654258797964
2023-05-15,148.54118510139293,148.38607568682718,148.02450742479346
2023-05-16,147.84278725536552,148.0350205688667,147.81002287791918
2023-05-17,147.0731896835448,147.61359009662718,147.53905369936643
2023-05-18,146.10169987336192,147.05324777576166,147.16427576570015
2023-05-19,145.25593570515832,146.51960483980744,146.79561261618673
2023-05-22,144.9494032722602,146.23869079070377,146.587509048963
2023-05-23,144.68587540457654,145.97786309635103,146.38831491677183
2023-05-24,144.41026136173448,145.71044738897905,146.1806815782024
2023-05-25,144.05384965019041,145.39992829938507,145.93999224723723
2023-05-26,143.94587820722256,145.21517386266908,145.7799931805682
"
3220,US,technical,"What is the percentage of days with long alignment for the 5, 20, 60-day Double Exponential Moving Average lines for Labcorp from October 31, 2022 to May 26, 2023? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",30.0613,hard,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2021-08-23,260.91925048828125,263.6082458496094,263.6082458496094
2021-08-24,259.544677734375,260.7474365234375,260.5670166015625
2021-08-25,261.3917541503906,261.62371826171875,259.7508544921875
2021-08-26,259.1322937011719,261.58074951171875,261.3917541503906
2021-08-27,258.1786804199219,260.1288757324219,259.5790405273437
2021-08-30,260.46392822265625,261.2543029785156,258.2989807128906
2021-08-31,260.6357421875,263.9604797363281,260.9364318847656
2021-09-01,262.001708984375,262.19073486328125,260.30926513671875
2021-09-02,264.8969116210937,265.7044677734375,262.9896850585937
2021-09-03,263.44500732421875,264.32989501953125,264.3213195800781
2021-09-07,260.7044677734375,262.1993103027344,262.1993103027344
2021-09-08,263.80584716796875,264.08935546875,260.98797607421875
2021-09-09,260.4467468261719,265.9793701171875,264.1408996582031
2021-09-10,258.548095703125,262.0274963378906,261.726806640625
2021-09-13,255.54983520507807,259.2525634765625,258.73712158203125
2021-09-14,254.9828186035156,258.12713623046875,256.5721740722656
2021-09-15,257.4742126464844,258.3591003417969,254.96563720703125
2021-09-16,255.0085906982422,259.1065368652344,257.7663269042969
2021-09-17,254.2353973388672,255.9622039794922,253.2646026611328
2021-09-20,252.5,255.59278869628903,252.14776611328125
2021-09-21,252.71478271484372,255.10308837890625,254.3728485107422
2021-09-22,250.3951873779297,254.4759521484375,254.4587554931641
2021-09-23,254.9312744140625,256.9759521484375,252.0360870361328
2021-09-24,254.6134033203125,256.6151123046875,255.0687255859375
2021-09-27,249.76803588867188,253.96047973632807,253.5223388671875
2021-09-28,243.1357421875,248.40206909179688,248.40206909179688
2021-09-29,246.4862518310547,248.273193359375,244.1838531494141
2021-09-30,241.7869415283203,249.1323089599609,247.01890563964844
2021-10-01,240.10308837890625,241.45188903808597,241.3659820556641
2021-10-04,236.2886657714844,240.6185607910156,238.40206909179688
2021-10-05,237.1993103027344,239.11512756347656,237.362548828125
2021-10-06,236.6065216064453,237.0704498291016,236.4175262451172
2021-10-07,239.94845581054688,241.82989501953125,237.92095947265625
2021-10-08,239.12371826171875,240.5670166015625,240.2577362060547
2021-10-11,235.58419799804688,238.87457275390625,238.41065979003903
2021-10-12,235.3780059814453,237.18212890625,236.76116943359372
2021-10-13,234.9398651123047,236.2628936767578,236.2628936767578
2021-10-14,236.8642578125,238.8316192626953,236.8556671142578
2021-10-15,233.3333282470703,238.1185607910156,238.1185607910156
2021-10-18,235.6443328857422,236.1511993408203,232.73196411132807
2021-10-19,237.15635681152344,239.68212890625,238.50515747070312
2021-10-20,239.3814392089844,241.1511993408203,238.5223388671875
2021-10-21,240.3865966796875,242.09622192382807,240.47250366210935
2021-10-22,242.39691162109372,243.00686645507807,240.0687255859375
2021-10-25,241.4690704345703,242.6632232666016,242.4312744140625
2021-10-26,243.60824584960935,244.7422637939453,241.3659820556641
2021-10-27,240.9707946777344,244.20962524414065,243.67697143554688
2021-10-28,245.0429534912109,246.54638671875,245.82473754882807
2021-10-29,246.58074951171875,246.89862060546875,245.0429534912109
2021-11-01,248.09278869628903,249.6735382080078,246.69244384765625
2021-11-02,245.91065979003903,248.9347076416016,248.31614685058597
2021-11-03,246.9845428466797,246.9845428466797,245.3951873779297
2021-11-04,244.19244384765625,247.58590698242188,246.82130432128903
2021-11-05,236.1168365478516,242.4226837158203,240.54983520507807
2021-11-08,241.07388305664065,241.3488006591797,237.85223388671875
2021-11-09,237.58590698242188,241.51202392578125,240.5154571533203
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2023-05-23,187.2337019633992,187.3184256093686,189.95560464394586
2023-05-24,186.07014910603954,186.6926553389944,189.49992848909577
2023-05-25,184.3678587752746,185.80917273665207,188.94166380449178
2023-05-26,184.55781681502134,185.41080923342435,188.5369178611601
"
3221,US,technical,"From July 23, 2022 to February 06, 2023, what proportion of days had the 5, 10, 20-day Double Exponential Moving Average lines of Caterpillar Inc. in long alignment? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",33.8384,hard,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2022-03-01,182.8300018310547,188.22000122070312,187.7700042724609
2022-03-02,192.6100006103516,193.55999755859372,185.1999969482422
2022-03-03,194.8500061035156,196.5800018310547,193.32000732421875
2022-03-04,195.66000366210935,196.00999450683597,191.1000061035156
2022-03-07,196.6999969482422,203.5,194.7899932861328
2022-03-08,210.0,214.88999938964844,203.8699951171875
2022-03-09,209.77999877929688,213.6000061035156,212.57000732421875
2022-03-10,211.7899932861328,217.5200042724609,209.38999938964844
2022-03-11,214.8300018310547,217.7700042724609,212.3000030517578
2022-03-14,215.44000244140625,218.47999572753903,216.3000030517578
2022-03-15,216.4600067138672,217.3800048828125,216.1199951171875
2022-03-16,216.0800018310547,219.4900054931641,217.5
2022-03-17,221.6999969482422,221.77999877929688,215.32000732421875
2022-03-18,220.91000366210935,221.6999969482422,219.47999572753903
2022-03-21,223.7100067138672,227.0500030517578,221.0
2022-03-22,222.7100067138672,225.8500061035156,224.4600067138672
2022-03-23,222.1699981689453,224.77999877929688,221.69000244140625
2022-03-24,222.2100067138672,225.0,222.5399932861328
2022-03-25,223.3600006103516,223.8000030517578,222.08999633789065
2022-03-28,221.8500061035156,222.67999267578125,222.33999633789065
2022-03-29,221.0399932861328,221.42999267578125,220.8000030517578
2022-03-30,223.0800018310547,225.8800048828125,222.0
2022-03-31,222.82000732421875,225.19000244140625,223.2100067138672
2022-04-01,219.7700042724609,225.5200042724609,224.3500061035156
2022-04-04,220.80999755859372,221.3500061035156,219.16000366210935
2022-04-05,216.0200042724609,222.3699951171875,220.0
2022-04-06,216.2100067138672,217.1300048828125,215.1199951171875
2022-04-07,215.8999938964844,216.30999755859372,215.4600067138672
2022-04-08,217.02999877929688,217.8800048828125,215.7899932861328
2022-04-11,216.0500030517578,218.75999450683597,217.02999877929688
2022-04-12,216.6999969482422,219.47999572753903,215.4499969482422
2022-04-13,218.2700042724609,219.67999267578125,216.92999267578125
2022-04-14,227.80999755859372,229.22000122070312,219.91000366210935
2022-04-18,229.9199981689453,234.3800048828125,228.0
2022-04-19,232.16000366210935,232.94000244140625,230.25
2022-04-20,235.0800018310547,236.3699951171875,233.5500030517578
2022-04-21,232.57000732421875,237.8999938964844,237.2400054931641
2022-04-22,216.3000030517578,229.7899932861328,228.3999938964844
2022-04-25,216.6999969482422,217.0,215.30999755859372
2022-04-26,210.3000030517578,218.1999969482422,216.1300048828125
2022-04-27,213.9600067138672,215.5500030517578,211.1100006103516
2022-04-28,212.44000244140625,212.9600067138672,207.42999267578125
2022-04-29,210.5399932861328,217.2100067138672,212.6999969482422
2022-05-02,212.07000732421875,212.7700042724609,210.0
2022-05-03,213.6199951171875,215.3600006103516,211.8999938964844
2022-05-04,222.58999633789065,223.2899932861328,214.9499969482422
2022-05-05,215.92999267578125,223.1499938964844,222.3999938964844
2022-05-06,214.6499938964844,217.00999450683597,217.00999450683597
2022-05-09,206.2899932861328,212.0500030517578,212.02999877929688
2022-05-10,202.9900054931641,209.5200042724609,208.2400054931641
2022-05-11,205.2100067138672,209.7100067138672,205.55999755859372
2022-05-12,203.02999877929688,205.33999633789065,203.6100006103516
2022-05-13,204.3300018310547,206.4600067138672,205.1499938964844
2022-05-16,207.19000244140625,209.2100067138672,205.0200042724609
2022-05-17,213.08999633789065,213.7700042724609,212.8000030517578
2022-05-18,207.94000244140625,217.8999938964844,213.83999633789065
2022-05-19,206.75999450683597,209.27999877929688,205.8600006103516
2022-05-20,197.82000732421875,206.6300048828125,206.4499969482422
2022-05-23,204.1499938964844,205.4900054931641,199.92999267578125
2022-05-24,205.6499938964844,205.6999969482422,202.00999450683597
2022-05-25,209.30999755859372,210.08999633789065,205.0
2022-05-26,212.9900054931641,213.63999938964844,211.5500030517578
2022-05-27,217.13999938964844,217.6300048828125,215.0
2022-05-31,215.8500061035156,218.08999633789065,214.7899932861328
2022-06-01,217.57000732421875,219.0,218.4600067138672
2022-06-02,220.0,220.83999633789065,219.58999633789065
2022-06-03,222.8999938964844,224.1000061035156,218.25
2022-06-06,223.6300048828125,224.75999450683597,222.8999938964844
2022-06-07,227.1000061035156,227.2700042724609,222.0
2022-06-08,229.8000030517578,232.3500061035156,225.2899932861328
2022-06-09,223.6699981689453,228.2100067138672,227.42999267578125
2022-06-10,215.17999267578125,220.22000122070312,219.5
2022-06-13,206.8800048828125,209.8699951171875,209.5800018310547
2022-06-14,206.69000244140625,209.72999572753903,208.05999755859372
2022-06-15,206.0,208.6499938964844,207.47999572753903
2022-06-16,194.7899932861328,201.25,201.07000732421875
2022-06-17,192.63999938964844,197.7400054931641,195.67999267578125
2022-06-21,196.3699951171875,198.4199981689453,197.1000061035156
2022-06-22,187.8300018310547,192.7899932861328,190.0
2022-06-23,178.6699981689453,187.22999572753903,186.5800018310547
2022-06-24,185.4900054931641,185.6000061035156,181.33999633789065
2022-06-27,187.58999633789065,190.0800018310547,188.0800018310547
2022-06-28,187.44000244140625,193.1000061035156,189.97000122070312
2022-06-29,183.47999572753903,187.57000732421875,187.32000732421875
2022-06-30,178.75999450683594,182.13999938964844,180.25999450683597
2022-07-01,178.2899932861328,181.32000732421875,179.30999755859375
2022-07-05,173.75999450683594,174.4199981689453,173.77000427246094
2022-07-06,172.30999755859375,174.6699981689453,173.47999572753906
2022-07-07,180.27999877929688,182.5,182.5
2022-07-08,179.10000610351562,181.2400054931641,180.22999572753903
2022-07-11,175.02000427246094,179.77000427246094,177.41000366210938
2022-07-12,174.49000549316406,177.24000549316406,174.74000549316406
2022-07-13,173.8699951171875,175.25,172.25
2022-07-14,169.94000244140625,170.6999969482422,169.75
2022-07-15,173.3800048828125,173.3800048828125,172.25
2022-07-18,173.49000549316406,176.6999969482422,176.1300048828125
2022-07-19,179.49000549316406,179.6999969482422,173.89999389648438
2022-07-20,179.97000122070312,180.8000030517578,178.77999877929688
2022-07-21,180.9900054931641,181.07000732421875,178.4199981689453
2022-07-22,178.6199951171875,182.8000030517578,181.4900054931641
2022-07-25,181.80999755859372,182.6000061035156,179.1699981689453
2022-07-26,181.22999572753903,183.6499938964844,181.16000366210935
2022-07-27,185.25,186.17999267578125,182.9199981689453
2022-07-28,187.83999633789065,189.5200042724609,186.8500061035156
2022-07-29,198.25,199.4900054931641,189.19000244140625
2022-08-01,194.8600006103516,197.19000244140625,195.0800018310547
2022-08-02,183.50999450683597,189.47000122070312,188.0
2022-08-03,182.8699951171875,185.44000244140625,183.32000732421875
2022-08-04,183.63999938964844,185.92999267578125,182.8600006103516
2022-08-05,185.38999938964844,186.1000061035156,183.5800018310547
2022-08-08,185.80999755859372,188.0,186.7700042724609
2022-08-09,186.02999877929688,187.8800048828125,185.9499969482422
2022-08-10,190.72000122070312,191.5200042724609,188.72999572753903
2022-08-11,194.0,195.5800018310547,192.8300018310547
2022-08-12,196.83999633789065,196.97000122070312,194.88999938964844
2022-08-15,195.9499969482422,196.5,193.3999938964844
2022-08-16,197.5200042724609,198.3999938964844,195.32000732421875
2022-08-17,195.92999267578125,196.8999938964844,195.0
2022-08-18,197.3500061035156,197.6300048828125,197.0500030517578
2022-08-19,195.6000061035156,197.22000122070312,195.2700042724609
2022-08-22,191.75999450683597,193.92999267578125,193.1100006103516
2022-08-23,197.2100067138672,198.13999938964844,192.75
2022-08-24,194.16000366210935,198.67999267578125,197.55999755859372
2022-08-25,198.8800048828125,198.91000366210935,195.4900054931641
2022-08-26,191.9199981689453,200.3699951171875,199.3999938964844
2022-08-29,191.77999877929688,193.1699981689453,190.0
2022-08-30,186.94000244140625,191.9600067138672,191.5
2022-08-31,184.7100067138672,188.05999755859372,186.6300048828125
2022-09-01,182.44000244140625,183.2100067138672,182.2700042724609
2022-09-02,180.8300018310547,185.7400054931641,184.8500061035156
2022-09-06,180.66000366210935,183.66000366210935,182.8999938964844
2022-09-07,180.8600006103516,181.83999633789065,179.11000061035156
2022-09-08,183.1499938964844,183.27999877929688,179.67999267578125
2022-09-09,189.4900054931641,189.75999450683597,187.5500030517578
2022-09-12,192.3999938964844,192.6999969482422,190.8500061035156
2022-09-13,184.30999755859372,190.0500030517578,187.8500061035156
2022-09-14,184.6499938964844,185.13999938964844,183.9199981689453
2022-09-15,182.4900054931641,186.5399932861328,184.6699981689453
2022-09-16,179.47000122070312,180.33999633789065,180.0
2022-09-19,182.1100006103516,182.72999572753903,177.25
2022-09-20,177.99000549316406,180.72000122070312,180.58999633789065
2022-09-21,171.9499969482422,180.4900054931641,179.27999877929688
2022-09-22,170.5500030517578,174.6199951171875,172.6999969482422
2022-09-23,164.24000549316406,169.44000244140625,168.66000366210938
2022-09-26,162.6199951171875,165.85000610351562,164.0
2022-09-27,162.44000244140625,164.57000732421875,164.4600067138672
2022-09-28,167.75999450683594,168.47999572753906,164.5
2022-09-29,165.89999389648438,166.58999633789062,165.6999969482422
2022-09-30,164.0800018310547,167.77999877929688,165.88999938964844
2022-10-03,171.22999572753906,173.3699951171875,167.42999267578125
2022-10-04,179.6300048828125,180.19000244140625,174.3000030517578
2022-10-05,178.3800048828125,180.25999450683597,177.14999389648438
2022-10-06,178.80999755859375,180.97999572753903,177.41000366210938
2022-10-07,177.5500030517578,178.9600067138672,176.72000122070312
2022-10-10,178.6699981689453,181.16000366210935,179.80999755859375
2022-10-11,179.75,183.0800018310547,176.82000732421875
2022-10-12,179.5,181.1199951171875,179.47999572753906
2022-10-13,183.13999938964844,184.9499969482422,173.75
2022-10-14,178.19000244140625,184.3300018310547,183.75
2022-10-17,180.8000030517578,184.30999755859372,182.3000030517578
2022-10-18,183.5500030517578,185.52999877929688,184.8999938964844
2022-10-19,184.41000366210935,185.6999969482422,182.94000244140625
2022-10-20,180.5399932861328,185.7400054931641,184.5399932861328
2022-10-21,190.22000122070312,190.41000366210935,179.72999572753906
2022-10-24,191.3000030517578,192.13999938964844,188.6499938964844
2022-10-25,194.83999633789065,195.6699981689453,190.2899932861328
2022-10-26,196.9600067138672,199.5800018310547,198.3000030517578
2022-10-27,212.13999938964844,217.1300048828125,210.1499938964844
2022-10-28,219.33999633789065,219.5,212.5
2022-10-31,216.4600067138672,218.8699951171875,215.33999633789065
2022-11-01,218.5,219.47000122070312,218.6300048828125
2022-11-02,214.5399932861328,221.6999969482422,217.6000061035156
2022-11-03,219.25999450683597,221.7899932861328,211.5399932861328
2022-11-04,227.8500061035156,229.72999572753903,224.0200042724609
2022-11-07,228.6100006103516,229.1300048828125,228.0
2022-11-08,229.80999755859372,232.6300048828125,228.6100006103516
2022-11-09,225.5399932861328,229.13999938964844,226.07000732421875
2022-11-10,232.4499969482422,232.58999633789065,232.22000122070312
2022-11-11,236.4900054931641,238.3999938964844,233.0
2022-11-14,236.5,239.8500061035156,236.0
2022-11-15,234.58999633789065,239.3999938964844,237.1000061035156
2022-11-16,232.4199981689453,234.66000366210935,234.0
2022-11-17,230.44000244140625,230.52999877929688,227.75
2022-11-18,231.42999267578125,231.83999633789065,230.8500061035156
2022-11-21,232.1699981689453,233.6699981689453,231.5500030517578
2022-11-22,237.25999450683597,237.47999572753903,234.0
2022-11-23,236.9199981689453,239.6300048828125,237.6300048828125
2022-11-25,235.6999969482422,237.4900054931641,237.0
2022-11-28,232.3000030517578,234.9600067138672,233.94000244140625
2022-11-29,235.1199951171875,235.72999572753903,233.3000030517578
2022-11-30,236.41000366210935,236.75999450683597,235.8999938964844
2022-12-01,235.69000244140625,237.0,236.8999938964844
2022-12-02,236.1300048828125,238.47000122070312,233.88999938964844
2022-12-05,232.57000732421875,235.91000366210935,234.8000030517578
2022-12-06,228.2899932861328,233.0500030517578,232.58999633789065
2022-12-07,228.97999572753903,229.83999633789065,227.0
2022-12-08,230.9199981689453,232.5,230.91000366210935
2022-12-09,227.2899932861328,232.80999755859372,232.0
2022-12-12,233.05999755859372,233.3999938964844,227.5500030517578
2022-12-13,235.4900054931641,237.9199981689453,237.82000732421875
2022-12-14,234.47999572753903,238.22000122070312,236.05999755859372
2022-12-15,230.66000366210935,232.92999267578125,232.16000366210935
2022-12-16,232.72000122070312,233.22000122070312,228.6300048828125
2022-12-19,232.2899932861328,236.92999267578125,233.8999938964844
2022-12-20,235.13999938964844,235.72000122070312,232.44000244140625
2022-12-21,241.72999572753903,241.91000366210935,237.66000366210935
2022-12-22,237.5399932861328,240.8000030517578,240.1499938964844
2022-12-23,239.8699951171875,240.5399932861328,236.9499969482422
2022-12-27,243.13999938964844,245.0500030517578,240.69000244140625
2022-12-28,239.3800048828125,243.82000732421875,243.13999938964844
2022-12-29,240.1999969482422,241.6100006103516,241.2100067138672
2022-12-30,239.55999755859372,240.16000366210935,239.38999938964844
2023-01-03,238.8800048828125,240.67999267578125,240.67999267578125
2023-01-04,241.3600006103516,242.1300048828125,240.0
2023-01-05,240.27999877929688,241.5399932861328,240.52999877929688
2023-01-06,248.8600006103516,249.91000366210935,242.88999938964844
2023-01-09,246.6199951171875,250.97000122070312,249.00999450683597
2023-01-10,250.50999450683597,250.83999633789065,246.9499969482422
2023-01-11,250.72999572753903,251.88999938964844,251.4900054931641
2023-01-12,255.07000732421875,257.3800048828125,252.0
2023-01-13,258.4599914550781,258.5799865722656,256.79998779296875
2023-01-17,256.260009765625,260.5,258.8599853515625
2023-01-18,252.82000732421875,258.9100036621094,257.2799987792969
2023-01-19,245.75,251.25,250.47999572753903
2023-01-20,249.7100067138672,249.9199981689453,246.8699951171875
2023-01-23,252.6999969482422,253.67999267578125,250.75
2023-01-24,257.6099853515625,259.04998779296875,252.8800048828125
2023-01-25,258.44000244140625,259.19000244140625,254.52999877929688
2023-01-26,262.1199951171875,262.260009765625,260.0
2023-01-27,264.5400085449219,266.0400085449219,262.4599914550781
2023-01-30,261.5,265.0,263.3399963378906
2023-01-31,252.2899932861328,257.3900146484375,257.0
2023-02-01,249.5399932861328,252.6999969482422,251.75
2023-02-02,244.8999938964844,249.52999877929688,249.3300018310547
2023-02-03,247.75999450683597,250.9499969482422,244.0
2023-02-06,251.4199981689453,252.13999938964844,248.1100006103516
","date,5-day,10-day,20-day
2022-04-25,220.31127511775105,224.1646777200476,224.93344585478195
2022-04-26,214.21018828407244,219.69277183381874,222.5855951489463
2022-04-27,213.09746447779665,217.598595755898,221.21617070398784
2022-04-28,211.85431177209253,215.57394460401255,219.7536146441526
2022-04-29,210.31131555766254,213.4868960241441,218.14536539509731
2022-05-02,210.5009558977937,212.4981523514337,217.03743264158723
2022-05-03,211.62068387021515,212.33450519540355,216.36660633353932
2022-05-04,217.32382045245663,215.23274146711285,217.41977040516184
2022-05-05,216.74367644177366,215.2144440374202,217.12061584873987
2022-05-06,215.6843149189727,214.80270975292814,216.6327310643773
2022-05-09,210.4541182339227,211.75840095223646,214.69881404701997
2022-05-10,205.83357927249676,208.44879636348284,212.44081325394274
2022-05-11,204.69738777010556,206.78670474082003,210.90942681474144
2022-05-12,203.03825591025506,204.901278865396,209.20868119179184
2022-05-13,203.02217043119157,204.00702684735109,207.99624659906132
2022-05-16,204.74922515734346,204.36452693732832,207.48932184119377
2022-05-17,209.0657768985759,206.64766053372372,208.14193498525137
2022-05-18,208.57027211211178,206.68653167971806,207.78680137685365
2022-05-19,207.6244578355103,206.36390464244107,207.28342028130038
2022-05-20,202.14138490793624,203.20565738734567,205.2448414758537
2022-05-23,202.74096974874894,203.00597833755552,204.6570243339228
2022-05-24,203.99734347219183,203.40599535575973,204.4433506151319
2022-05-25,206.77269498648198,204.95787567908053,204.94332942150515
2022-05-26,210.3325559089402,207.35714105998835,206.0597912274343
2022-05-27,214.51554065966002,210.52137006367113,207.78941272567027
2022-05-31,215.9495885821271,212.43192655257116,209.05607087675523
2022-06-01,217.5314347282129,214.39248392970177,210.46659112869395
2022-06-02,219.58875923479684,216.6132686252133,212.12647976768372
2022-06-03,222.15992682079246,219.17054334996504,214.08274596116067
2022-06-06,223.79045930427196,221.24705156768476,215.89653726840038
2022-06-07,226.42509059493568,223.8629939455685,218.08091964941497
2022-06-08,229.17102675187414,226.61373162465995,220.4406433256554
2022-06-09,227.05577080893804,226.53401792550534,221.3451723401729
2022-06-10,221.0227903780983,223.57936413720512,220.5665642633084
2022-06-13,213.08116166804055,218.5799926130997,218.37467577003022
2022-06-14,208.75697457554162,214.78371871202583,216.4416811556656
2022-06-15,206.2221153854125,211.7467505407389,214.64572204919136
2022-06-16,198.84305030593862,205.81797622179778,211.06357995680278
2022-06-17,193.91868510370273,200.7738240942253,207.5936317623499
2022-06-21,193.66022200533575,198.36132994505078,205.29416199027472
2022-06-22,189.1019947039713,193.85738699596067,201.7816796363017
2022-06-23,181.84589243853557,187.61499802058628,197.1181577905557
2022-06-24,182.0569739151757,185.39505410783312,194.37048559358684
2022-06-27,183.69889743830697,184.6063266896296,192.42165948036842
2022-06-28,184.7776556060499,184.12738455623446,190.75532752762354
2022-06-29,183.35291626571575,182.6071853015319,188.64283847457327
2022-06-30,180.11159582093472,180.05805351016826,186.01050283558112
2022-07-01,178.25971924351936,178.15332656849955,183.70466316064378
2022-07-05,174.92336078090466,175.38525907613172,180.94623525929634
2022-07-06,172.5057180180448,172.99918962911804,178.3599831249298
2022-07-07,175.83724186166984,174.01383140877016,177.63382243305816
2022-07-08,177.15600729647218,174.51012022366837,176.8493355431643
2022-07-11,175.69145745102543,173.64531744915564,175.4874370590494
2022-07-12,174.6714967335992,172.93663787383178,174.27221033284627
2022-07-13,173.85356495693,172.30862142620398,173.16693482809302
2022-07-14,171.30853603189385,170.64065824831005,171.5556159389274
2022-07-15,171.93646524482705,170.63811657078298,170.84598242947985
2022-07-18,172.43704963832442,170.7634198912994,170.30801971231634
2022-07-19,176.10986001930542,172.92090676211998,170.98494352689085
2022-07-20,178.38445620102522,174.74101139486544,171.70328684464502
2022-07-21,180.1382285464543,176.46947920853634,172.5513347743738
2022-07-22,179.69565237407022,176.99251708462555,172.89214918577775
2022-07-25,181.1516579585827,178.45099706602815,173.80177635483662
2022-07-26,181.5496971566702,179.34664010091808,174.51381296789987
2022-07-27,183.92441679283945,181.3373895160504,175.88685217459204
2022-07-28,186.56602161964958,183.65557958280363,177.56558109057568
2022-07-29,193.6649563236527,188.78707717711546,180.92140669744208
2022-08-01,195.4461547174436,191.41437487004822,183.2106753280932
2022-08-02,189.8671112674984,189.5349812497849,183.13136192336037
2022-08-03,186.32563487764443,187.8661316150819,182.9537710844794
2022-08-04,184.79546554902575,186.83835313984156,182.94731971280515
2022-08-05,184.9592273852644,186.623117838228,183.2657817843085
2022-08-08,185.3132062957161,186.5771128261024,183.62193038238038
2022-08-09,185.6479521855161,186.59368457631652,183.97322745781128
2022-08-10,188.44473466996186,188.13655785099024,185.13024678848936
2022-08-11,191.76277804607398,190.33909057743074,186.72308782805257
2022-08-12,195.06381995138818,192.87337687534463,188.6081739300965
2022-08-15,196.23385851355673,194.40679582076007,190.06450821875217
2022-08-16,197.59456176960708,196.0033250113165,191.59484658396795
2022-08-17,197.30769483001342,196.59659044613022,192.61287799635454
2022-08-18,197.81601674402063,197.4411247126417,193.73391852426383
2022-08-19,197.01793641241215,197.42494951554193,194.36693435395156
2022-08-22,194.37234645477562,196.08436746198515,194.19970096116504
2022-08-23,195.93405192773906,196.8456554795269,195.0293401810046
2022-08-24,195.07546986320483,196.3590572339726,195.17496870788193
2022-08-25,197.21438226812523,197.52095290877241,196.14120937834878
2022-08-26,194.48340878646223,196.04284951208027,195.6944237251674
2022-08-29,192.9070419539721,194.87080194108415,195.2690557564707
2022-08-30,189.39232059907334,192.38403401204727,194.0112013990116
2022-08-31,186.3188559085225,189.80218146960004,192.51285700654844
2022-09-01,183.51299709528212,187.15508290877696,190.80375481007042
2022-09-02,181.25228232210486,184.69495621695694,189.03676852609908
2022-09-06,180.10615671893981,182.8641297182888,187.48504750839058
2022-09-07,179.76941552690874,181.631786142362,186.189193297691
2022-09-08,181.0131473875735,181.53833787514878,185.49549561532984
2022-09-09,185.3255731581255,183.62493108430792,186.0564798727598
2022-09-12,189.3215817618864,186.17760780918502,187.0747304207858
2022-09-13,186.94518896857397,185.41774421867768,186.48899299382194
2022-09-14,185.7851022025988,184.98485096284463,186.05142499871167
2022-09-15,183.94339138186365,183.96994750730138,185.28868839347504
2022-09-16,181.28558576698083,182.24327710354945,184.0910852463355
2022-09-19,181.36927353836236,181.86845536264568,183.54773123035358
2022-09-20,179.19988493520432,180.26354474520863,182.34251279129577
2022-09-21,174.74572087083968,177.11732773018835,180.22075639835668
2022-09-22,171.67768201945321,174.37755370371065,178.1549137512587
2022-09-23,166.68325733431877,170.33100989299777,175.250177599132
2022-09-26,163.29203483858817,166.88527037807097,172.47863277051582
2022-09-27,161.61015782934047,164.37811576002258,170.08779003172614
2022-09-28,163.91041304069864,164.39437778713673,169.02637049923186
2022-09-29,164.32714629178886,163.9016477595415,167.8085972474673
2022-09-30,163.67601521200086,163.03621445123875,166.4642663573873
2022-10-03,167.40372985448127,164.85501451244633,166.63923008141117
2022-10-04,174.15230432329756,169.06016406640603,168.3479051366924
2022-10-05,177.0658597049398,171.811374621252,169.6221910639962
2022-10-06,178.7456741586451,174.01238522472315,170.82275317078626
2022-10-07,178.7994084564885,175.22786066227036,171.64940246229554
2022-10-10,179.30668705344183,176.48853739521888,172.5827866028118
2022-10-11,180.06140201550744,177.76160129361497,173.59798086012546
2022-10-12,180.22334177470245,178.59690518283497,174.43946204708624
2022-10-13,182.23716557584908,180.38923551243352,175.83451150621636
2022-10-14,180.4825149399796,180.04363166348023,176.14479506726022
2022-10-17,180.89794694105814,180.61381014084012,176.8908114932501
2022-10-18,182.59947850939298,181.91074591199572,178.03581987423962
2022-10-19,183.93910671688872,183.1174306263487,179.17914143223373
2022-10-20,182.43681314970217,182.68859871698155,179.46046048274903
2022-10-21,186.93615154309506,185.53050376657387,181.4565487893594
2022-10-24,189.9007306993676,187.94498618042252,183.36594070522358
2022-10-25,193.3404590780504,190.84244795275632,185.64309760749958
2022-10-26,196.21362603965636,193.6150513588608,187.975165786006
2022-10-27,206.0068495840498,200.5998480889909,192.71941837152698
2022-10-28,215.040852775648,208.03727799207232,198.08530785747928
2022-10-31,217.93365368770557,212.43763427779078,202.1481325477934
2022-11-01,220.18893403271178,216.19067626401232,205.973816613005
2022-11-02,218.80361778582034,217.4702913654438,208.50074664470566
2022-11-03,220.33640852096062,219.7903548342606,211.4802904670773
2022-11-04,225.67027595538667,224.16559585518334,215.54817043027361
2022-11-07,228.7052951131659,227.46751274742724,219.12756174536145
2022-11-08,230.71026920977852,230.11234826522175,222.36132540991028
2022-11-09,229.12911402899636,230.4612912670102,224.30142298292617
2022-11-10,231.8664781228358,232.81649240507414,227.1543250192987
2022-11-11,235.39236900343286,235.71653911708012,230.27060848061393
2022-11-14,237.08694373079942,237.68676580675165,232.87980457615103
2022-11-15,236.71375893836827,238.33503979147903,234.70202743151512
2022-11-16,235.10637087004292,237.92785047074148,235.7990217011212
2022-11-17,232.9934926909213,236.8186473857126,236.3071831047402
2022-11-18,232.32070915824053,236.1925282097658,236.84953404080173
2022-11-21,232.33383991964482,235.86058130347604,237.378583841054
2022-11-22,235.1492469179082,237.19900958089772,238.68777282571133
2022-11-23,236.44617957263358,237.984602776429,239.68483949953117
2022-11-25,236.39746214059994,238.07199601262718,240.25463906023492
2022-11-28,234.40942831805395,236.9281208061407,240.06298273653272
2022-11-29,234.8581394036837,236.9416193174981,240.3472446722216
2022-11-30,235.8033330459762,237.3168856349823,240.7665422780204
2022-12-01,235.8908262772859,237.30010046966495,240.93964927025056
2022-12-02,236.15184419910707,237.3810930907601,241.11355682624193
2022-12-05,234.28764915222058,236.21709430673664,240.56490969529335
2022-12-06,230.89048335155638,233.9024429764936,239.26685448712192
2022-12-07,229.47502323366203,232.39553009339542,238.2298812906563
2022-12-08,229.86870592580996,231.9151831236589,237.64904983744978
2022-12-09,228.143816881106,230.36072825027028,236.45404586487257
2022-12-12,230.48788816871883,231.12607028578606,236.4394147931754
2022-12-13,233.16549197018304,232.50564657794163,236.83760333953504
2022-12-14,234.05270084804005,233.19393355893743,236.96811330008003
2022-12-15,232.37227529957096,232.43439481115126,236.35941094232996
2022-12-16,232.5796101841966,232.54827662253064,236.18313117910736
2022-12-19,232.44846472888077,232.48803701700675,235.9294120200992
2022-12-20,233.95590664594377,233.3833152084918,236.20571632155827
2022-12-21,238.4185557683226,236.21921705766982,237.61769521527785
2022-12-22,238.44211401740048,236.91468041970825,238.05074144514023
2022-12-23,239.64679417521353,238.17115857700574,238.82327396856124
2022-12-27,242.02367672360577,240.1494250877517,240.05835666095663
2022-12-28,241.11521898198714,240.32960776795483,240.41525430794673
2022-12-29,240.97420956659818,240.68990585202977,240.8467699952421
2022-12-30,240.46995987458106,240.70333174962465,241.07804010806242
2023-01-03,239.7669682675853,240.44973219516032,241.13023268508684
2023-01-04,240.73375147035637,241.04790869053681,241.60243283769415
2023-01-05,240.63301511433474,241.1016325794837,241.79085546739373
2023-01-06,245.31568704724026,243.94679929887326,243.48785612284388
2023-01-09,246.54623969489725,245.2733372310212,244.51938758568832
2023-01-10,249.26245780169285,247.49181805444755,246.0885151126378
2023-01-11,250.73050393900849,249.1494188919286,247.4530072950909
2023-01-12,253.79402997469643,251.74601756172694,249.38699949311754
2023-01-13,257.180696879871,254.71477637609064,251.63666376813057
2023-01-17,257.60581396305315,256.09866940667973,253.14102562498144
2023-01-18,255.7341086217498,255.8932198137645,253.77674075326547
2023-01-19,250.65066870132333,253.3169011364664,253.00591454387055
2023-01-20,250.0468470553574,252.6512056914059,253.02747603444266
2023-01-23,251.4021608605264,253.0967716617773,253.55743757540472
2023-01-24,254.8764978966368,255.00506323928767,254.87418457323747
2023-01-25,257.18548912425746,256.64301356838837,256.1274504156829
2023-01-26,260.39553819165053,259.01542380954936,257.84191434150654
2023-01-27,263.35828489540404,261.50620109776406,259.72317256042663
2023-01-30,263.1174701998399,262.26891058815363,260.7553740964231
2023-01-31,257.7140521385696,259.7094358593459,259.93633264744267
2023-02-01,253.1820820166232,256.8417067409468,258.69764938094113
2023-02-02,248.18541910923227,253.14672419552932,256.7588846762742
2023-02-03,247.18852202139297,251.34605904709184,255.58308065660108
2023-02-06,248.84228895968548,251.23202608262835,255.2135629633306
"
3222,US,technical,"During October 30, 2020 to January 16, 2021, what percentage of trading days showed long alignment of Garmin's 10, 20, 30-day Double Exponential Moving Average lines? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",19.3103,hard,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2020-03-30,76.69000244140625,77.2300033569336,73.87000274658203
2020-03-31,74.95999908447266,76.9800033569336,76.04000091552734
2020-04-01,71.41000366210938,74.4800033569336,71.98999786376953
2020-04-02,73.45999908447266,73.66000366210938,70.91000366210938
2020-04-03,71.55999755859375,74.0999984741211,73.3499984741211
2020-04-06,75.44000244140625,76.18000030517578,74.3499984741211
2020-04-07,74.2300033569336,78.4800033569336,77.5199966430664
2020-04-08,77.36000061035156,77.7300033569336,74.69000244140625
2020-04-09,78.6500015258789,79.73999786376953,78.7699966430664
2020-04-13,77.81999969482422,78.56999969482422,78.56999969482422
2020-04-14,81.98999786376953,82.41000366210938,79.22000122070312
2020-04-15,77.93000030517578,80.41000366210938,79.94000244140625
2020-04-16,78.66000366210938,79.08000183105469,78.12999725341797
2020-04-17,82.11000061035156,83.25,80.9800033569336
2020-04-20,80.05000305175781,81.73999786376953,81.41000366210938
2020-04-21,78.04000091552734,79.45999908447266,78.56999969482422
2020-04-22,78.95999908447266,79.94999694824219,79.56999969482422
2020-04-23,79.30000305175781,80.52999877929688,78.66999816894531
2020-04-24,78.91999816894531,80.3499984741211,79.7300033569336
2020-04-27,80.73999786376953,81.25,78.77999877929688
2020-04-28,83.4000015258789,83.97000122070312,82.2699966430664
2020-04-29,82.91000366210938,87.5,86.05000305175781
2020-04-30,81.16000366210938,82.36000061035156,82.25
2020-05-01,79.80999755859375,81.16000366210938,79.73999786376953
2020-05-04,79.72000122070312,80.05999755859375,79.11000061035156
2020-05-05,80.76000213623047,81.79000091552734,80.18000030517578
2020-05-06,78.7300033569336,81.75,81.29000091552734
2020-05-07,78.04000091552734,80.18000030517578,79.2699966430664
2020-05-08,81.33999633789062,81.4800033569336,79.5
2020-05-11,80.83000183105469,81.72000122070312,80.4800033569336
2020-05-12,79.41999816894531,81.68000030517578,81.02999877929688
2020-05-13,78.16999816894531,79.26000213623047,78.9800033569336
2020-05-14,77.30000305175781,77.6500015258789,77.3499984741211
2020-05-15,78.02999877929688,79.30000305175781,77.30000305175781
2020-05-18,81.88999938964844,82.33000183105469,80.13999938964844
2020-05-19,82.05000305175781,83.20999908447266,82.05000305175781
2020-05-20,83.87000274658203,84.05999755859375,82.81999969482422
2020-05-21,84.19999694824219,84.9000015258789,83.87000274658203
2020-05-22,83.88999938964844,84.48999786376953,83.86000061035156
2020-05-26,86.62999725341797,87.48999786376953,85.20999908447266
2020-05-27,88.12999725341797,88.62999725341797,87.5
2020-05-28,90.91000366210938,91.43000030517578,89.51000213623047
2020-05-29,90.16999816894533,91.12999725341795,90.68000030517578
2020-06-01,90.54000091552734,91.91999816894533,90.38999938964844
2020-06-02,92.44000244140624,92.5500030517578,90.8499984741211
2020-06-03,95.72000122070312,96.51000213623048,93.48999786376952
2020-06-04,93.2699966430664,95.43000030517578,95.37999725341795
2020-06-05,96.52999877929688,97.27999877929688,95.62999725341795
2020-06-08,99.3000030517578,99.33999633789062,96.62000274658205
2020-06-09,98.12999725341795,98.91000366210938,98.12999725341795
2020-06-10,96.94000244140624,98.54000091552734,98.54000091552734
2020-06-11,91.41999816894533,94.87000274658205,94.7699966430664
2020-06-12,91.66999816894533,93.5,92.62999725341795
2020-06-15,93.56999969482422,94.01000213623048,91.6999969482422
2020-06-16,95.06999969482422,95.95999908447266,95.56999969482422
2020-06-17,95.97000122070312,96.5199966430664,95.80999755859376
2020-06-18,95.18000030517578,95.9800033569336,95.2300033569336
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2020-06-22,97.52999877929688,98.6999969482422,97.2300033569336
2020-06-23,97.7300033569336,98.9499969482422,98.20999908447266
2020-06-24,95.29000091552734,97.2300033569336,96.7300033569336
2020-06-25,96.2300033569336,96.31999969482422,94.7300033569336
2020-06-26,94.86000061035156,96.36000061035156,96.0
2020-06-29,96.1500015258789,96.2300033569336,94.9000015258789
2020-06-30,97.5,98.06999969482422,96.66999816894533
2020-07-01,97.12999725341795,98.63999938964844,98.01000213623048
2020-07-02,97.52999877929688,98.79000091552734,98.05999755859376
2020-07-06,99.08000183105467,99.4499969482422,98.8000030517578
2020-07-07,98.72000122070312,99.5500030517578,98.0199966430664
2020-07-08,98.18000030517578,99.3499984741211,99.02999877929688
2020-07-09,96.91999816894533,98.48999786376952,98.25
2020-07-10,97.08999633789062,97.13999938964844,96.62999725341795
2020-07-13,96.48999786376952,98.63999938964844,97.75
2020-07-14,97.83999633789062,97.95999908447266,95.77999877929688
2020-07-15,99.4499969482422,99.79000091552734,97.83000183105467
2020-07-16,101.04000091552734,101.41000366210938,99.4000015258789
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2020-07-20,100.1999969482422,100.43000030517578,100.4000015258789
2020-07-21,99.80999755859376,100.77999877929688,100.0
2020-07-22,101.3499984741211,101.45999908447266,99.81999969482422
2020-07-23,100.1999969482422,102.4000015258789,101.41000366210938
2020-07-24,96.73999786376952,99.22000122070312,97.0
2020-07-27,100.29000091552734,100.70999908447266,94.83999633789062
2020-07-28,99.36000061035156,100.68000030517578,100.6500015258789
2020-07-29,98.77999877929688,103.98999786376952,103.12000274658205
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2020-08-04,99.94000244140624,100.0999984741211,99.6999969482422
2020-08-05,102.36000061035156,102.62000274658205,100.38999938964844
2020-08-06,102.33000183105467,102.62000274658205,102.08999633789062
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2020-08-10,102.11000061035156,102.3000030517578,101.77999877929688
2020-08-11,101.5,103.44000244140624,102.45999908447266
2020-08-12,103.27999877929688,103.5500030517578,101.81999969482422
2020-08-13,104.62000274658205,104.91000366210938,103.23999786376952
2020-08-14,104.27999877929688,104.68000030517578,104.43000030517578
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2020-08-18,104.22000122070312,104.72000122070312,104.72000122070312
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2020-11-02,109.88999938964844,109.9000015258789,105.08999633789062
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2020-11-04,111.26000213623048,113.06999969482422,111.12000274658205
2020-11-05,113.2699966430664,114.43000030517578,112.0
2020-11-06,115.19000244140624,116.29000091552734,113.5999984741211
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2020-11-11,114.81999969482422,115.87999725341795,114.88999938964844
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2020-10-12,97.79894493135217,96.16762617352272,96.37977206966002
2020-10-13,98.2423843580022,96.56395917588888,96.60689192152459
2020-10-14,98.45221128831668,96.85071743393665,96.77486305012758
2020-10-15,98.77243578648509,97.198284159825,96.99642846976649
2020-10-16,99.02506880313214,97.51574167435199,97.21003021298046
2020-10-19,98.73451466335575,97.53619311417705,97.23009137122386
2020-10-20,98.8601927517894,97.74870598898178,97.38329744495907
2020-10-21,98.8097720640449,97.85954999224793,97.47327969135668
2020-10-22,98.977019127105,98.07301168122522,97.63700719512256
2020-10-23,99.68609975649414,98.58305082056103,98.01089507881905
2020-10-26,99.72949802548831,98.76344097442478,98.17255619739514
2020-10-27,99.48055057109661,98.77012412552546,98.21807863400016
2020-10-28,98.94131932919746,98.58548024852878,98.12968315764945
2020-10-29,99.5796427783962,98.99836444616626,98.44458545732775
2020-10-30,101.13257974653307,99.9488796703858,99.14049981733173
2020-11-02,104.2080976958595,101.82874516598794,100.50281229772311
2020-11-03,106.69607038137967,103.57313684254507,101.82524096287285
2020-11-04,108.70285957620514,105.18110239815768,103.09906144287658
2020-11-05,110.79524201665474,106.91713578835112,104.49877645565167
2020-11-06,112.91245051347836,108.74416517870459,105.99996886178515
2020-11-09,114.43149071199763,110.31273772995452,107.36194831243652
2020-11-10,115.11575869785472,111.44399401027746,108.45066563894376
2020-11-11,115.75445827528986,112.51094977796012,109.5071989761085
2020-11-12,115.7974073964255,113.21119298933193,110.32030592309239
2020-11-13,116.37996226719413,114.13033767781566,111.2809109065796
2020-11-16,117.36663400099295,115.23739042491324,112.37442362503705
2020-11-17,117.97236847017989,116.13157741841312,113.33028884215088
2020-11-18,117.35497238981432,116.32476403963821,113.80508764135247
2020-11-19,116.83737697402049,116.46272584329422,114.22140938476818
2020-11-20,116.47279139564372,116.5922339323376,114.61100416741614
2020-11-23,116.21938334570638,116.71002064376067,114.9726752213112
2020-11-24,116.59323661938586,117.1143756747951,115.51264829183413
2020-11-25,116.80934663188802,117.42311706438895,115.97790031569828
2020-11-27,117.16428504245398,117.78965495279307,116.47160000187347
2020-11-30,117.3022424529661,118.03038397063334,116.86984655588972
2020-12-01,118.38162778854982,118.76739467663086,117.59751157577769
2020-12-02,118.71471642856756,119.14061763077981,118.0786523502322
2020-12-03,119.18117186516537,119.57801125866928,118.59628412563632
2020-12-04,120.18958619015449,120.31394532673771,119.3141852650348
2020-12-07,120.88944957420205,120.91842818326084,119.94588027875966
2020-12-08,121.88392035860373,121.69789359021752,120.69787970468911
2020-12-09,121.45760949053307,121.72962898562945,120.94037690466718
2020-12-10,120.82486924716338,121.58073572409765,121.04025079484543
2020-12-11,120.44014789085176,121.49349513672786,121.15995257260948
2020-12-14,119.56111362691485,121.08508676625968,121.03944163789848
2020-12-15,119.54949297177998,121.07480217689125,121.1652823626918
2020-12-16,119.24553214862725,120.89327840244212,121.15979938311202
2020-12-17,119.1109608176262,120.77585537506657,121.18068291552491
2020-12-18,119.28927397751167,120.8162791924338,121.29573013857693
2020-12-21,118.9822190944704,120.59969884791548,121.22531606829207
2020-12-22,119.06750539773805,120.5746095694931,121.27089400166847
2020-12-23,119.49063023655756,120.7406055053204,121.43926786266327
2020-12-24,119.78873462731258,120.86650618541947,121.57787918793424
2020-12-28,120.1741204486203,121.0579448677525,121.75842145311049
2020-12-29,120.00419928348437,120.96678185187425,121.74356363854923
2020-12-30,119.91609641645677,120.90316045515318,121.73820488638613
2020-12-31,119.89030756884456,120.86393275007106,121.74176503075942
2021-01-04,119.5811328853934,120.66489200922156,121.62882742691046
2021-01-05,119.26900157613183,120.44150492820197,121.48824836185607
2021-01-06,119.34075016962979,120.40847023010825,121.46791610262295
2021-01-07,120.08098501995175,120.75032996395925,121.70157710491371
2021-01-08,120.76425200312727,121.11370977839447,121.95791766739241
2021-01-11,121.0139018465359,121.28297346847445,122.08868848508519
2021-01-12,121.44932147300699,121.56436071238225,122.29820223274693
2021-01-13,121.35305586410479,121.57570692682744,122.32680655337143
2021-01-14,121.29975106575965,121.59419415222598,122.35668019711824
2021-01-15,121.29316835003382,121.62643336174672,122.39291077833964
"
3223,US,technical,"For Cadence Design Systems from December 30, 2020 to January 11, 2021, what percentage of days were the 10, 20, 30-day Double Exponential Moving Average lines in long alignment? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.0,hard,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2020-05-28,88.05999755859375,89.6500015258789,84.80999755859375
2020-05-29,91.29000091552734,91.58000183105467,88.2300033569336
2020-06-01,91.68000030517578,92.86000061035156,90.8000030517578
2020-06-02,92.37999725341795,92.38999938964844,91.5
2020-06-03,92.95999908447266,93.3000030517578,92.9000015258789
2020-06-04,91.2699966430664,93.01000213623048,92.2300033569336
2020-06-05,91.4000015258789,92.45999908447266,91.18000030517578
2020-06-08,92.12999725341795,92.38999938964844,91.0
2020-06-09,92.55999755859376,93.5199966430664,91.8000030517578
2020-06-10,93.19000244140624,94.18000030517578,93.33000183105467
2020-06-11,88.41000366210938,93.08999633789062,92.8000030517578
2020-06-12,89.45999908447266,91.4499969482422,90.05999755859375
2020-06-15,90.8499984741211,90.87999725341795,88.58999633789062
2020-06-16,92.0199966430664,93.27999877929688,92.37999725341795
2020-06-17,93.06999969482422,93.88999938964844,92.94000244140624
2020-06-18,93.7300033569336,93.8499984741211,93.08999633789062
2020-06-19,91.9000015258789,95.20999908447266,94.9800033569336
2020-06-22,94.45999908447266,94.54000091552734,92.4000015258789
2020-06-23,94.5500030517578,95.29000091552734,95.0500030517578
2020-06-24,91.98999786376952,95.12000274658205,94.31999969482422
2020-06-25,92.66000366210938,92.73999786376952,92.66000366210938
2020-06-26,93.83999633789062,94.56999969482422,93.0
2020-06-29,94.02999877929688,94.12000274658205,93.3000030517578
2020-06-30,95.95999908447266,96.55999755859376,94.4499969482422
2020-07-01,97.06999969482422,97.68000030517578,95.6999969482422
2020-07-02,97.81999969482422,98.80999755859376,97.37999725341795
2020-07-06,98.73999786376952,100.8000030517578,99.52999877929688
2020-07-07,98.7699966430664,100.95999908447266,98.66000366210938
2020-07-08,99.5999984741211,100.12999725341795,99.6999969482422
2020-07-09,101.52999877929688,101.62999725341795,100.7699966430664
2020-07-10,100.97000122070312,101.79000091552734,101.38999938964844
2020-07-13,98.20999908447266,102.08000183105467,101.62999725341795
2020-07-14,99.02999877929688,99.22000122070312,97.16000366210938
2020-07-15,99.11000061035156,100.0,99.6999969482422
2020-07-16,98.68000030517578,99.0999984741211,98.6500015258789
2020-07-17,100.2300033569336,100.68000030517578,98.68000030517578
2020-07-20,103.6999969482422,104.33999633789062,100.66999816894533
2020-07-21,103.58000183105467,106.54000091552734,106.54000091552734
2020-07-22,103.66999816894533,105.13999938964844,104.27999877929688
2020-07-23,102.94000244140624,105.88999938964844,103.41999816894533
2020-07-24,102.58999633789062,103.36000061035156,101.98999786376952
2020-07-27,105.2699966430664,105.41000366210938,103.62000274658205
2020-07-28,104.0500030517578,105.98999786376952,105.44000244140624
2020-07-29,105.97000122070312,107.0,104.43000030517578
2020-07-30,107.6500015258789,108.04000091552734,104.77999877929688
2020-07-31,109.25,109.26000213623048,108.29000091552734
2020-08-03,111.7699966430664,112.31999969482422,109.75
2020-08-04,109.13999938964844,112.0,111.52999877929688
2020-08-05,109.6500015258789,110.93000030517578,109.80999755859376
2020-08-06,110.5199966430664,110.6999969482422,109.26000213623048
2020-08-07,108.52999877929688,110.8000030517578,110.41000366210938
2020-08-10,107.19000244140624,108.3499984741211,108.3499984741211
2020-08-11,105.18000030517578,107.0,106.5500030517578
2020-08-12,107.27999877929688,108.13999938964844,105.37000274658205
2020-08-13,108.66000366210938,109.6999969482422,107.62999725341795
2020-08-14,108.0,109.6500015258789,108.91999816894533
2020-08-17,109.5199966430664,109.91000366210938,108.43000030517578
2020-08-18,109.1500015258789,110.45999908447266,109.56999969482422
2020-08-19,108.52999877929688,109.58999633789062,109.2300033569336
2020-08-20,111.26000213623048,111.62999725341795,108.0
2020-08-21,110.56999969482422,111.1999969482422,110.73999786376952
2020-08-24,111.27999877929688,113.04000091552734,112.0
2020-08-25,111.26000213623048,111.9800033569336,111.37000274658205
2020-08-26,112.66999816894533,113.97000122070312,111.81999969482422
2020-08-27,109.36000061035156,113.47000122070312,113.26000213623048
2020-08-28,110.86000061035156,111.36000061035156,110.5
2020-08-31,110.91000366210938,112.0,110.51000213623048
2020-09-01,113.9800033569336,114.02999877929688,111.18000030517578
2020-09-02,117.08999633789062,117.58999633789062,114.47000122070312
2020-09-03,108.05999755859376,115.3000030517578,114.81999969482422
2020-09-04,105.87999725341795,108.52999877929688,108.16000366210938
2020-09-08,100.44000244140624,103.70999908447266,100.0
2020-09-09,104.33999633789062,105.11000061035156,102.38999938964844
2020-09-10,102.22000122070312,105.80999755859376,104.5199966430664
2020-09-11,101.51000213623048,103.80999755859376,102.91000366210938
2020-09-14,103.2300033569336,104.04000091552734,102.87999725341795
2020-09-15,105.2300033569336,105.87999725341795,104.4499969482422
2020-09-16,102.5500030517578,106.20999908447266,105.7699966430664
2020-09-17,101.1500015258789,101.48999786376952,99.62000274658205
2020-09-18,99.76000213623048,101.95999908447266,101.86000061035156
2020-09-21,102.0999984741211,102.12999725341795,98.75
2020-09-22,102.83000183105467,103.38999938964844,103.38999938964844
2020-09-23,99.72000122070312,102.83000183105467,102.30999755859376
2020-09-24,102.12000274658205,103.0999984741211,98.73999786376952
2020-09-25,103.72000122070312,104.12999725341795,102.0
2020-09-28,105.25,105.33000183105467,105.0500030517578
2020-09-29,105.77999877929688,106.94000244140624,105.81999969482422
2020-09-30,106.62999725341795,107.9499969482422,105.3499984741211
2020-10-01,108.62999725341795,109.30999755859376,107.8499984741211
2020-10-02,105.31999969482422,107.47000122070312,106.37999725341795
2020-10-05,107.45999908447266,107.6500015258789,106.11000061035156
2020-10-06,105.5199966430664,108.0,107.0
2020-10-07,108.44000244140624,108.98999786376952,106.52999877929688
2020-10-08,109.31999969482422,109.5500030517578,109.41000366210938
2020-10-09,111.93000030517578,112.3000030517578,110.29000091552734
2020-10-12,115.55999755859376,116.37999725341795,114.26000213623048
2020-10-13,116.7699966430664,117.87000274658205,116.45999908447266
2020-10-14,116.97000122070312,118.22000122070312,117.0
2020-10-15,115.95999908447266,116.5500030517578,115.0
2020-10-16,115.69000244140624,117.5,116.87000274658205
2020-10-19,113.55999755859376,117.0999984741211,115.51000213623048
2020-10-20,112.61000061035156,116.0,115.3499984741211
2020-10-21,111.2300033569336,113.95999908447266,112.61000061035156
2020-10-22,109.31999969482422,112.05999755859376,111.66999816894533
2020-10-23,112.0500030517578,112.0999984741211,109.87999725341795
2020-10-26,109.87999725341795,112.22000122070312,110.30999755859376
2020-10-27,109.83999633789062,112.1999969482422,110.95999908447266
2020-10-28,107.63999938964844,109.38999938964844,108.0500030517578
2020-10-29,110.20999908447266,111.51000213623048,107.63999938964844
2020-10-30,109.37000274658205,110.73999786376952,108.6500015258789
2020-11-02,110.51000213623048,112.31999969482422,109.9499969482422
2020-11-03,113.58999633789062,114.16000366210938,111.5500030517578
2020-11-04,120.98999786376952,121.4000015258789,117.66999816894533
2020-11-05,124.06999969482422,124.68000030517578,123.79000091552734
2020-11-06,125.5,126.2699966430664,125.04000091552734
2020-11-09,118.56999969482422,127.5,126.45999908447266
2020-11-10,112.38999938964844,116.37999725341795,115.94000244140624
2020-11-11,116.68000030517578,117.81999969482422,114.62999725341795
2020-11-12,114.55999755859376,118.13999938964844,117.13999938964844
2020-11-13,115.81999969482422,116.52999877929688,115.62000274658205
2020-11-16,114.86000061035156,116.37000274658205,115.0
2020-11-17,113.4800033569336,115.16000366210938,115.0
2020-11-18,111.02999877929688,113.44000244140624,113.25
2020-11-19,112.5999984741211,113.12000274658205,111.66999816894533
2020-11-20,112.79000091552734,114.87999725341795,113.0500030517578
2020-11-23,111.25,113.9800033569336,113.5
2020-11-24,110.73999786376952,111.54000091552734,111.3000030517578
2020-11-25,113.04000091552734,113.2699966430664,112.06999969482422
2020-11-27,116.58000183105467,116.88999938964844,113.66999816894533
2020-11-30,116.3000030517578,117.33999633789062,117.22000122070312
2020-12-01,115.6500015258789,117.06999969482422,116.87999725341795
2020-12-02,116.43000030517578,116.79000091552734,114.9499969482422
2020-12-03,116.68000030517578,118.58000183105467,115.72000122070312
2020-12-04,118.33999633789062,119.20999908447266,116.6999969482422
2020-12-07,119.0199966430664,120.16000366210938,118.88999938964844
2020-12-08,118.41000366210938,119.41000366210938,119.33000183105467
2020-12-09,115.48999786376952,121.77999877929688,121.77999877929688
2020-12-10,117.4499969482422,117.9499969482422,114.69000244140624
2020-12-11,118.5199966430664,118.83000183105467,117.2300033569336
2020-12-14,121.30999755859376,122.0199966430664,118.41000366210938
2020-12-15,122.81999969482422,124.22000122070312,122.0999984741211
2020-12-16,125.4000015258789,125.97000122070312,123.86000061035156
2020-12-17,127.3000030517578,127.37000274658205,126.30999755859376
2020-12-18,132.02000427246094,132.25999450683594,127.37999725341795
2020-12-21,131.72999572753906,131.89999389648438,130.89999389648438
2020-12-22,134.3699951171875,134.91000366210938,132.2100067138672
2020-12-23,133.05999755859375,135.99000549316406,134.86000061035156
2020-12-24,134.0,134.6199951171875,133.49000549316406
2020-12-28,134.75999450683594,136.0,135.85000610351562
2020-12-29,133.97999572753906,135.75,135.1300048828125
2020-12-30,135.25,136.05999755859375,134.7100067138672
2020-12-31,136.42999267578125,136.83999633789062,135.4199981689453
2021-01-04,135.75999450683594,138.30999755859375,136.88999938964844
2021-01-05,136.13999938964844,137.3300018310547,136.74000549316406
2021-01-06,130.63999938964844,133.41000366210938,132.33999633789062
2021-01-07,137.0500030517578,137.49000549316406,132.13999938964844
2021-01-08,136.19000244140625,138.5399932861328,136.9499969482422
2021-01-11,134.69000244140625,136.30999755859375,133.88999938964844
","date,10-day,20-day,30-day
2020-08-19,109.1079459080402,110.01877848546076,109.64167088185857
2020-08-20,109.94490271793333,110.51448080027232,110.11411771860246
2020-08-21,110.32055397097699,110.80185138004173,110.44617914878285
2020-08-24,110.81497957238881,111.16378629912045,110.82594900841093
2020-08-25,111.15472076924281,111.45749066252816,111.1576899593608
2020-08-26,111.85174559338925,111.9519056369095,111.62449840096545
2020-08-27,111.25118459102838,111.76269105911429,111.62404906842661
2020-08-28,111.28250544132642,111.85811685417295,111.80153701587983
2020-08-31,111.30603512414092,111.93624948723762,111.95918694761448
2020-09-01,112.32357038242866,112.54781609227567,112.47613473411366
2020-09-02,114.08758531678907,113.625602332534,113.32313548401164
2020-09-03,112.38258451179505,112.9011998527402,112.9524749434956
2020-09-04,110.3776636421723,111.86883221374653,112.33551816853752
2020-09-08,107.08849795229682,109.98257452105044,111.08943897099161
2020-09-09,105.95612896829603,109.0594230388212,110.44162306706203
2020-09-10,104.44384613430277,107.87635047359787,109.58457926250014
2020-09-11,103.12326553441221,106.72779147174978,108.71524311063702
2020-09-14,102.75450492816643,106.05227931902193,108.13924673068892
2020-09-15,103.18452463568016,105.83652196985388,107.86448093565107
2020-09-16,102.65405768515612,105.16823511743794,107.27840811508626
2020-09-17,101.83270146564212,104.34346277264164,106.57101888984818
2020-09-18,100.80079543981051,103.38718927461353,105.75582811498977
2020-09-21,100.84916149112411,102.99597890202752,105.30966871329979
2020-09-22,101.16421217183265,102.80003650370442,104.9970169599741
2020-09-23,100.40208191861129,102.07573855968319,104.32604062458935
2020-09-24,100.66273636268231,101.89683972730842,104.0193652108863
2020-09-25,101.4143232591302,102.04266750853175,103.94287025158667
2020-09-28,102.4994571569025,102.45480598067246,104.0660503937522
2020-09-29,103.49200234916547,102.91367824113472,104.24495793953972
2020-09-30,104.51306090502226,103.46950147494249,104.51405390859371
2020-10-01,105.92771783409648,104.31597351693456,105.00809499428956
2020-10-02,105.86983706210103,104.44756693511498,105.04220160727134
2020-10-05,106.52035180247455,104.95141025977222,105.34042718544582
2020-10-06,106.3455599466233,105.03467919443791,105.3679877534709
2020-10-07,107.16655034658541,105.63695089302298,105.75736045801642
2020-10-08,108.04914473429557,106.31502814847917,106.21916345787751
2020-10-09,109.54479423562368,107.37082366828233,106.96211844338546
2020-10-12,111.8248630291981,108.93494763533434,108.08625615480018
2020-10-13,113.8746652918098,110.49492241664191,109.25222355443769
2020-10-14,115.40867762058701,111.86510735806745,110.32886270611934
2020-10-15,116.15330743531594,112.84981522293529,111.17258572825767
2020-10-16,116.556133186283,113.63512257717143,111.89716545549514
2020-10-19,116.09302713286422,113.91021346994054,112.28108045301114
2020-10-20,115.38522889688329,113.95988964405593,112.50375323921743
2020-10-21,114.3634730258312,113.73797073804099,112.52674297103208
2020-10-22,112.94449574719334,113.18707530138661,112.30296249917627
2020-10-23,112.7772642637074,113.19627873335082,112.43560472059553
2020-10-26,111.92391693359369,112.79976370465585,112.27911044977083
2020-10-27,111.27187685854408,112.44143929557187,112.12717679273412
2020-10-28,110.06078060985547,111.72542877545985,111.70998161981393
2020-10-29,110.01960760794111,111.5684638327892,111.6488566396187
2020-10-30,109.72065470906045,111.2752712923615,111.48448504845153
2020-11-02,109.88579671671904,111.22478687035323,111.47418899161357
2020-11-03,111.03516111642811,111.73570641876897,111.84576398950843
2020-11-04,114.33530920153093,113.51316500998185,113.10223816820621
2020-11-05,117.78267137330343,115.59472970233416,114.6192475779811
2020-11-06,120.77098262459833,117.63496997064075,116.16472932481683
2020-11-09,120.63684434897408,118.11929385400143,116.6907347308194
2020-11-10,118.43574855435264,117.39875807359878,116.38718381477685
2020-11-11,118.18061037747611,117.54173227264874,116.64059177707755
2020-11-12,117.2593811007862,117.2663729489766,116.59779614837561
2020-11-13,116.96998424019581,117.24498962355995,116.70919878963495
2020-11-16,116.42088467599571,117.04041078694277,116.68311443457057
2020-11-17,115.54550871649569,116.60282715656045,116.48037867149444
2020-11-18,114.0813132019236,115.77185356930997,115.98453806033763
2020-11-19,113.51928752772628,115.3334206700548,115.72603634574017
2020-11-20,113.17547646848534,114.98419670156872,115.51052770838933
2020-11-23,112.42348775252304,114.39905677184123,115.118306083991
2020-11-24,111.71270161655396,113.79898440762936,114.69527604569484
2020-11-25,111.96506219544383,113.69725691212983,114.59580777439012
2020-11-27,113.33978119041498,114.2501989152601,114.94432397237198
2020-11-30,114.27460077705423,114.67317254893234,115.22116578342487
2020-12-01,114.752468005,114.91625799495654,115.38676321221087
2020-12-02,115.35988396135531,115.26339795523359,115.63017657785014
2020-12-03,115.88452162945504,115.60349758121949,115.8777415470613
2020-12-04,116.81078119249267,116.19279839413088,116.30501594671253
2020-12-07,117.70618530319243,116.818028347986,116.77231847355175
2020-12-08,118.1473692625965,117.23915408051536,117.11445476911366
2020-12-09,117.48609824091213,117.0647988059174,117.05464012222372
2020-12-10,117.62537600218405,117.26334408677764,117.2405269100161
2020-12-11,118.06653278102888,117.62166933263326,117.53768469572388
2020-12-14,119.29915750132373,118.42926297489583,118.15021232884862
2020-12-15,120.68995128663101,119.39040677101833,118.88795960951936
2020-12-16,122.544286522043,120.67632837777529,119.87211553367321
2020-12-17,124.5081218536039,122.1164928102061,120.99364192210994
2020-12-18,127.47537999804334,124.19865493884552,122.590758762566
2020-12-21,129.5160912790383,125.92143326578326,123.99147803360916
2020-12-22,131.82810125540635,127.863286274952,125.57915639415114
2020-12-23,133.02678291812688,129.27425218649705,126.84159255344012
2020-12-24,134.14104879332095,130.63412037440781,128.08964949719802
2020-12-28,135.13353739655133,131.91569746031493,129.30136295456742
2020-12-29,135.5277312323441,132.84909114252534,130.28709208083282
2020-12-30,136.1602843693559,133.85380560831874,131.32368971087584
2020-12-31,136.9437172094533,134.90298046949934,132.39453567249546
2021-01-04,137.2296943594978,135.65413765815174,133.2647994617377
2021-01-05,137.49816993846855,136.3389257831478,134.0842304844959
2021-01-06,135.81481324178546,135.8999525576366,134.12311140620272
2021-01-07,136.63587934628544,136.65571479320863,134.9430560956328
2021-01-08,136.91491095680053,137.1219444332258,135.56199594827908
2021-01-11,136.5818690261406,137.2230354356723,135.9189579067057
"
3224,US,technical,"Calculate the percentage of days with short alignment in the 5, 20, 60-day Double Exponential Moving Average lines for Progressive Corporation from February 26, 2022 to July 03, 2022. (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",30.1115,hard,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2020-12-17,96.30999755859376,98.55999755859376,96.66000366210938
2020-12-18,96.9499969482422,97.26000213623048,96.36000061035156
2020-12-21,97.94000244140624,98.06999969482422,96.83999633789062
2020-12-22,97.98999786376952,98.66000366210938,97.6999969482422
2020-12-23,97.51000213623048,98.8499984741211,98.68000030517578
2020-12-24,98.30999755859376,98.45999908447266,97.4000015258789
2020-12-28,98.12000274658205,98.95999908447266,98.72000122070312
2020-12-29,97.69000244140624,98.94000244140624,98.48999786376952
2020-12-30,97.41000366210938,98.5,98.29000091552734
2020-12-31,98.87999725341795,98.94000244140624,97.81999969482422
2021-01-04,97.12999725341795,98.22000122070312,97.58000183105467
2021-01-05,96.9499969482422,97.62999725341795,97.44000244140624
2021-01-06,98.79000091552734,98.91000366210938,96.5999984741211
2021-01-07,94.73999786376952,95.33000183105467,94.54000091552734
2021-01-08,94.5,94.8499984741211,92.98999786376952
2021-01-11,95.08999633789062,95.12999725341795,94.20999908447266
2021-01-12,95.06999969482422,96.04000091552734,94.87000274658205
2021-01-13,94.93000030517578,95.51000213623048,95.08000183105467
2021-01-14,93.4499969482422,95.61000061035156,95.30999755859376
2021-01-15,94.8000030517578,95.01000213623048,93.4499969482422
2021-01-19,96.19000244140624,97.1500015258789,95.0
2021-01-20,96.05999755859376,96.8499984741211,95.94000244140624
2021-01-21,94.26000213623048,96.63999938964844,96.1500015258789
2021-01-22,92.30999755859376,94.2699966430664,94.0
2021-01-25,92.41999816894533,93.58999633789062,92.2699966430664
2021-01-26,91.72000122070312,92.83000183105467,92.52999877929688
2021-01-27,87.04000091552734,91.33000183105467,90.79000091552734
2021-01-28,88.48999786376953,89.69999694824219,87.5199966430664
2021-01-29,87.19000244140625,89.06999969482422,88.18000030517578
2021-02-01,86.19000244140625,88.12000274658203,87.48999786376953
2021-02-02,86.75,88.2699966430664,86.94000244140625
2021-02-03,86.95999908447266,87.08999633789062,86.16999816894531
2021-02-04,88.13999938964844,88.22000122070312,86.94999694824219
2021-02-05,87.47000122070312,88.94999694824219,88.33000183105469
2021-02-08,86.16999816894531,88.0199966430664,87.91999816894531
2021-02-09,86.2699966430664,86.86000061035156,86.44000244140625
2021-02-10,85.52999877929688,86.97000122070312,86.79000091552734
2021-02-11,86.37000274658203,86.75,85.61000061035156
2021-02-12,86.2699966430664,86.62000274658203,86.0
2021-02-16,85.12999725341797,87.16000366210938,86.5
2021-02-17,86.25,86.43000030517578,85.08000183105469
2021-02-18,88.0999984741211,88.5199966430664,86.27999877929688
2021-02-19,87.05999755859375,88.72000122070312,88.44999694824219
2021-02-22,87.79000091552734,88.11000061035156,87.0
2021-02-23,89.75,90.48999786376952,88.44000244140625
2021-02-24,87.73999786376953,91.0,89.75
2021-02-25,87.11000061035156,88.63999938964844,87.73999786376953
2021-02-26,85.94999694824219,87.68000030517578,87.61000061035156
2021-03-01,87.63999938964844,88.25,86.4800033569336
2021-03-02,88.70999908447266,89.23999786376953,87.7699966430664
2021-03-03,88.86000061035156,90.37999725341795,88.41000366210938
2021-03-04,86.98999786376953,89.30000305175781,88.68000030517578
2021-03-05,89.55999755859375,89.80000305175781,87.94999694824219
2021-03-08,91.0199966430664,92.5999984741211,89.5199966430664
2021-03-09,90.18000030517578,91.2300033569336,90.4800033569336
2021-03-10,92.22000122070312,92.86000061035156,90.43000030517578
2021-03-11,92.79000091552734,93.58000183105467,92.12000274658205
2021-03-12,93.04000091552734,93.43000030517578,93.33999633789062
2021-03-15,93.37999725341795,93.6999969482422,93.33000183105467
2021-03-16,93.37000274658205,93.54000091552734,92.79000091552734
2021-03-17,91.0999984741211,92.80999755859376,91.3000030517578
2021-03-18,90.3499984741211,91.44000244140624,91.4000015258789
2021-03-19,90.94000244140624,91.58999633789062,90.77999877929688
2021-03-22,90.12999725341795,91.26000213623048,90.2699966430664
2021-03-23,90.75,91.3499984741211,89.9800033569336
2021-03-24,92.48999786376952,93.87999725341795,90.87000274658205
2021-03-25,94.2300033569336,94.5199966430664,93.0500030517578
2021-03-26,95.25,95.47000122070312,94.33999633789062
2021-03-29,96.1999969482422,96.9800033569336,95.02999877929688
2021-03-30,95.5500030517578,96.37000274658205,96.02999877929688
2021-03-31,95.61000061035156,95.68000030517578,95.5500030517578
2021-04-01,95.5500030517578,95.83999633789062,95.4499969482422
2021-04-05,96.72000122070312,97.29000091552734,95.9000015258789
2021-04-06,95.43000030517578,96.86000061035156,96.79000091552734
2021-04-07,95.86000061035156,96.2300033569336,95.48999786376952
2021-04-08,94.9800033569336,96.16999816894533,95.69000244140624
2021-04-09,95.68000030517578,95.97000122070312,95.5500030517578
2021-04-12,96.43000030517578,96.47000122070312,95.8000030517578
2021-04-13,97.29000091552734,97.9000015258789,96.3000030517578
2021-04-14,97.18000030517578,97.6500015258789,97.20999908447266
2021-04-15,100.4000015258789,101.48999786376952,97.73999786376952
2021-04-16,98.76000213623048,100.61000061035156,100.26000213623048
2021-04-19,99.29000091552734,99.36000061035156,98.51000213623048
2021-04-20,99.79000091552734,100.55999755859376,99.38999938964844
2021-04-21,101.20999908447266,101.30999755859376,100.37000274658205
2021-04-22,100.1500015258789,100.91999816894533,100.7300033569336
2021-04-23,100.76000213623048,101.0,100.26000213623048
2021-04-26,99.86000061035156,101.04000091552734,100.81999969482422
2021-04-27,99.91000366210938,100.06999969482422,99.72000122070312
2021-04-28,100.36000061035156,100.5999984741211,100.37999725341795
2021-04-29,101.9499969482422,102.04000091552734,100.4000015258789
2021-04-30,100.73999786376952,102.23999786376952,101.77999877929688
2021-05-03,102.55999755859376,102.9499969482422,101.79000091552734
2021-05-04,103.12999725341795,103.16999816894533,102.30999755859376
2021-05-05,103.8000030517578,104.05999755859376,103.13999938964844
2021-05-06,104.1999969482422,104.79000091552734,104.5
2021-05-07,105.18000030517578,105.41999816894533,103.8000030517578
2021-05-10,105.73999786376952,107.1500015258789,105.56999969482422
2021-05-11,105.08000183105467,107.44000244140624,107.44000244140624
2021-05-12,104.76000213623048,105.98999786376952,105.0999984741211
2021-05-13,106.0500030517578,106.80999755859376,104.4000015258789
2021-05-14,107.0999984741211,107.58999633789062,106.51000213623048
2021-05-17,106.55999755859376,107.52999877929688,107.0999984741211
2021-05-18,105.9800033569336,106.66999816894533,106.38999938964844
2021-05-19,101.0,105.6999969482422,105.3499984741211
2021-05-20,102.04000091552734,102.83000183105467,99.16999816894533
2021-05-21,99.13999938964844,102.33999633789062,102.05999755859376
2021-05-24,97.45999908447266,100.0999984741211,99.22000122070312
2021-05-25,97.27999877929688,98.18000030517578,96.70999908447266
2021-05-26,98.4000015258789,99.0199966430664,98.2300033569336
2021-05-27,99.1500015258789,99.29000091552734,98.72000122070312
2021-05-28,99.08000183105467,100.05999755859376,99.70999908447266
2021-06-01,99.30999755859376,100.31999969482422,99.45999908447266
2021-06-02,100.47000122070312,100.66000366210938,99.58000183105467
2021-06-03,99.95999908447266,101.13999938964844,100.23999786376952
2021-06-04,100.36000061035156,100.55999755859376,100.26000213623048
2021-06-07,96.38999938964844,98.75,98.75
2021-06-08,95.86000061035156,96.6500015258789,96.41000366210938
2021-06-09,94.81999969482422,96.25,95.87999725341795
2021-06-10,94.0199966430664,95.73999786376952,95.05999755859376
2021-06-11,93.5999984741211,94.43000030517578,94.29000091552734
2021-06-14,93.12000274658205,93.4000015258789,93.23999786376952
2021-06-15,93.76000213623048,94.08999633789062,93.27999877929688
2021-06-16,92.91999816894533,94.4800033569336,93.20999908447266
2021-06-17,91.83999633789062,93.23999786376952,92.86000061035156
2021-06-18,92.30999755859376,92.4800033569336,90.77999877929688
2021-06-21,94.5999984741211,94.79000091552734,92.70999908447266
2021-06-22,94.9499969482422,95.41000366210938,94.55999755859376
2021-06-23,94.91999816894533,95.58999633789062,94.91000366210938
2021-06-24,95.69000244140624,95.8499984741211,95.31999969482422
2021-06-25,96.8499984741211,96.9800033569336,95.87999725341795
2021-06-28,97.33000183105467,97.94000244140624,96.7699966430664
2021-06-29,98.44000244140624,98.7699966430664,97.6999969482422
2021-06-30,98.20999908447266,98.86000061035156,98.48999786376952
2021-07-01,98.83999633789062,99.48999786376952,98.5199966430664
2021-07-02,98.97000122070312,99.2300033569336,98.97000122070312
2021-07-06,97.86000061035156,98.9000015258789,98.86000061035156
2021-07-07,99.11000061035156,99.5199966430664,97.63999938964844
2021-07-08,98.48999786376952,99.4499969482422,98.20999908447266
2021-07-09,99.62999725341795,101.37000274658205,99.9000015258789
2021-07-12,99.87999725341795,100.3499984741211,99.5
2021-07-13,97.79000091552734,99.6500015258789,99.5500030517578
2021-07-14,97.4499969482422,98.62000274658205,98.0
2021-07-15,94.9499969482422,95.5,90.0
2021-07-16,96.18000030517578,96.30999755859376,93.41000366210938
2021-07-19,94.56999969482422,95.6999969482422,95.29000091552734
2021-07-20,94.41999816894533,96.0,94.83000183105467
2021-07-21,94.01000213623048,95.4000015258789,94.51000213623048
2021-07-22,93.4000015258789,93.9000015258789,93.81999969482422
2021-07-23,94.7300033569336,94.81999969482422,93.69000244140624
2021-07-26,94.63999938964844,94.97000122070312,94.4000015258789
2021-07-27,95.87999725341795,96.25,94.41000366210938
2021-07-28,94.5199966430664,95.9499969482422,95.87999725341795
2021-07-29,95.76000213623048,96.08999633789062,94.97000122070312
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2022-05-24,113.78283628411701,111.21820453832966,112.68644570639759
2022-05-25,115.08704501367103,112.02537522145795,112.95049392677203
2022-05-26,116.38701909269165,112.93459678987232,113.27713425068643
2022-05-27,118.97289339029929,114.35439382301568,113.81418507783206
2022-05-31,119.74073835870583,115.39677298915274,114.26169311171026
2022-06-01,119.5363670925685,116.12110880188597,114.62714584878236
2022-06-02,119.832603673364,116.9004296197752,115.03185196194744
2022-06-03,119.76397663868669,117.51188847317039,115.39771473183659
2022-06-06,120.19414455594435,118.20106992755177,115.80588920799129
2022-06-07,120.99376017159105,118.98535664824867,116.26455957956384
2022-06-08,120.50428003742002,119.36437178272746,116.59832257063458
2022-06-09,117.91737059184898,118.93509118952647,116.65001742404891
2022-06-10,115.40347900926302,118.19370587479578,116.56947695456142
2022-06-13,114.07025334300246,117.54115561781641,116.48960635896731
2022-06-14,112.7910154141572,116.76570200817434,116.33883309751684
2022-06-15,112.26901726928449,116.12043701078689,116.20388066725637
2022-06-16,110.7593491353168,115.13190535058541,115.9215089714459
2022-06-17,109.66623466686022,114.16014191188361,115.60928583818196
2022-06-21,110.62415897250658,113.79822136980212,115.47968486510203
2022-06-22,111.03944001694896,113.42741332800097,115.3336111846441
2022-06-23,110.14740560187518,112.7286123292812,115.0577669045298
2022-06-24,113.17345516372822,113.26153346135966,115.19648082030749
2022-06-27,115.14798176612541,113.82592883976307,115.36386516208489
2022-06-28,115.54910679432706,114.10593576789704,115.44821065249005
2022-06-29,114.72415097109821,114.02416444888755,115.41227786429732
2022-06-30,115.6981522369565,114.43083944633437,115.54638917610137
2022-07-01,117.42236146349863,115.18133114695708,115.81517109429159
"
3225,US,technical,"What is the percentage of days with long alignment for the 5, 20, 60-day Triple Exponential Moving Average lines for Teledyne Technologies from October 25, 2019 to October 09, 2020? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.5294,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2018-05-22,196.58999633789065,199.75
2018-05-23,199.19000244140625,195.41000366210935
2018-05-24,201.4900054931641,199.0
2018-05-25,198.94000244140625,201.0
2018-05-29,198.00999450683597,197.63999938964844
2018-05-30,204.0500030517578,199.0
2018-05-31,201.4600067138672,203.25
2018-06-01,205.6000061035156,203.6199951171875
2018-06-04,205.2899932861328,205.8000030517578
2018-06-05,208.4600067138672,205.17999267578125
2018-06-06,210.3300018310547,209.3500061035156
2018-06-07,210.5399932861328,210.3500061035156
2018-06-08,213.7700042724609,210.19000244140625
2018-06-11,209.8699951171875,213.52999877929688
2018-06-12,208.8999938964844,210.44000244140625
2018-06-13,208.22000122070312,209.0
2018-06-14,206.75,208.83999633789065
2018-06-15,204.8800048828125,205.5800018310547
2018-06-18,204.97999572753903,204.08999633789065
2018-06-19,201.50999450683597,202.63999938964844
2018-06-20,201.4499969482422,202.22000122070312
2018-06-21,199.2700042724609,201.3699951171875
2018-06-22,202.02999877929688,200.97999572753903
2018-06-25,197.4600067138672,201.32000732421875
2018-06-26,199.7700042724609,197.38999938964844
2018-06-27,197.5,200.4600067138672
2018-06-28,198.8999938964844,197.27999877929688
2018-06-29,199.05999755859372,199.58999633789065
2018-07-02,200.16000366210935,197.16000366210935
2018-07-03,200.38999938964844,200.8999938964844
2018-07-05,200.4600067138672,201.82000732421875
2018-07-06,200.52999877929688,200.32000732421875
2018-07-09,204.5800018310547,201.6999969482422
2018-07-10,203.82000732421875,204.3600006103516
2018-07-11,200.2400054931641,201.82000732421875
2018-07-12,204.97000122070312,202.13999938964844
2018-07-13,207.75999450683597,204.63999938964844
2018-07-16,208.1000061035156,208.1300048828125
2018-07-17,209.47999572753903,208.0800018310547
2018-07-18,210.22999572753903,209.8500061035156
2018-07-19,210.9600067138672,209.17999267578125
2018-07-20,212.55999755859372,211.1000061035156
2018-07-23,208.91000366210935,212.0200042724609
2018-07-24,211.1499938964844,210.52999877929688
2018-07-25,214.6499938964844,210.0500030517578
2018-07-26,218.22999572753903,214.88999938964844
2018-07-27,217.57000732421875,218.52999877929688
2018-07-30,216.25,217.8999938964844
2018-07-31,219.4199981689453,216.9600067138672
2018-08-01,218.8800048828125,219.08999633789065
2018-08-02,226.77999877929688,226.0399932861328
2018-08-03,228.0,226.75999450683597
2018-08-06,226.3600006103516,228.9499969482422
2018-08-07,231.47999572753903,227.25999450683597
2018-08-08,232.6300048828125,231.58999633789065
2018-08-09,232.0,233.1699981689453
2018-08-10,231.4499969482422,230.97999572753903
2018-08-13,231.00999450683597,231.92999267578125
2018-08-14,232.9499969482422,231.97999572753903
2018-08-15,229.82000732421875,231.69000244140625
2018-08-16,232.8300018310547,231.2400054931641
2018-08-17,234.0,232.3699951171875
2018-08-20,233.94000244140625,234.7700042724609
2018-08-21,235.6699981689453,234.5
2018-08-22,233.42999267578125,235.63999938964844
2018-08-23,231.97999572753903,233.25999450683597
2018-08-24,232.8800048828125,232.97999572753903
2018-08-27,235.5500030517578,234.16000366210935
2018-08-28,237.1000061035156,237.2700042724609
2018-08-29,237.82000732421875,237.72000122070312
2018-08-30,236.19000244140625,237.44000244140625
2018-08-31,237.25999450683597,234.9900054931641
2018-09-04,239.57000732421875,236.57000732421875
2018-09-05,241.6000061035156,238.77999877929688
2018-09-06,242.58999633789065,242.1300048828125
2018-09-07,241.72999572753903,241.8800048828125
2018-09-10,242.83999633789065,242.7100067138672
2018-09-11,243.0500030517578,242.22000122070312
2018-09-12,243.22000122070312,242.8500061035156
2018-09-13,244.00999450683597,243.9499969482422
2018-09-14,247.5500030517578,244.07000732421875
2018-09-17,247.63999938964844,247.52999877929688
2018-09-18,247.7700042724609,248.0500030517578
2018-09-19,245.69000244140625,248.3000030517578
2018-09-20,246.1699981689453,246.97999572753903
2018-09-21,247.3999938964844,246.97000122070312
2018-09-24,243.7700042724609,247.3999938964844
2018-09-25,244.8999938964844,244.52999877929688
2018-09-26,243.1999969482422,245.25
2018-09-27,244.2899932861328,244.1499938964844
2018-09-28,246.67999267578125,244.1499938964844
2018-10-01,245.66000366210935,248.6100006103516
2018-10-02,242.75,245.3000030517578
2018-10-03,245.5,243.42999267578125
2018-10-04,242.72999572753903,245.2400054931641
2018-10-05,238.6699981689453,242.4499969482422
2018-10-08,238.33999633789065,237.57000732421875
2018-10-09,237.44000244140625,237.47000122070312
2018-10-10,225.3800048828125,236.97000122070312
2018-10-11,219.8600006103516,223.72000122070312
2018-10-12,221.5500030517578,223.3800048828125
2018-10-15,220.9499969482422,221.72000122070312
2018-10-16,227.6999969482422,221.1000061035156
2018-10-17,226.8500061035156,227.2899932861328
2018-10-18,225.52999877929688,226.3999938964844
2018-10-19,223.52999877929688,226.8999938964844
2018-10-22,225.9600067138672,224.33999633789065
2018-10-23,221.2899932861328,222.22000122070312
2018-10-24,219.97000122070312,221.0
2018-10-25,216.7899932861328,222.6199951171875
2018-10-26,216.05999755859372,213.8300018310547
2018-10-29,214.9499969482422,219.3600006103516
2018-10-30,214.8999938964844,215.3000030517578
2018-10-31,221.27999877929688,216.5200042724609
2018-11-01,227.13999938964844,223.6999969482422
2018-11-02,227.05999755859372,229.0
2018-11-05,226.52999877929688,227.4199981689453
2018-11-06,230.3699951171875,226.16000366210935
2018-11-07,235.08999633789065,232.1300048828125
2018-11-08,230.27999877929688,234.8800048828125
2018-11-09,225.9199981689453,229.63999938964844
2018-11-12,220.0800018310547,226.41000366210935
2018-11-13,221.07000732421875,220.5200042724609
2018-11-14,220.0200042724609,223.6000061035156
2018-11-15,226.8699951171875,219.5399932861328
2018-11-16,227.9199981689453,224.69000244140625
2018-11-19,217.2700042724609,227.33999633789065
2018-11-20,212.47000122070312,213.4199981689453
2018-11-21,214.92999267578125,213.66000366210935
2018-11-23,216.00999450683597,212.8999938964844
2018-11-26,217.5,218.3300018310547
2018-11-27,214.72999572753903,216.41000366210935
2018-11-28,221.13999938964844,214.97000122070312
2018-11-29,221.69000244140625,220.7700042724609
2018-11-30,224.5800018310547,222.2899932861328
2018-12-03,227.7100067138672,228.55999755859372
2018-12-04,215.1499938964844,228.0
2018-12-06,208.6699981689453,210.00999450683597
2018-12-07,204.0200042724609,206.55999755859372
2018-12-10,203.83999633789065,202.77999877929688
2018-12-11,201.2100067138672,207.52999877929688
2018-12-12,205.9900054931641,205.3800048828125
2018-12-13,204.1000061035156,206.47000122070312
2018-12-14,205.30999755859372,202.3300018310547
2018-12-17,200.2400054931641,205.05999755859372
2018-12-18,203.1100006103516,202.41000366210935
2018-12-19,198.27999877929688,203.50999450683597
2018-12-20,196.1499938964844,197.0200042724609
2018-12-21,196.3300018310547,196.42999267578125
2018-12-24,191.22000122070312,194.9600067138672
2018-12-26,197.9499969482422,191.88999938964844
2018-12-27,202.3600006103516,194.3999938964844
2018-12-28,202.7700042724609,203.4900054931641
2018-12-31,207.07000732421875,204.8000030517578
2019-01-02,205.7899932861328,205.0
2019-01-03,200.05999755859372,204.1499938964844
2019-01-04,205.80999755859372,203.3300018310547
2019-01-07,208.47999572753903,206.5
2019-01-08,212.0399932861328,211.57000732421875
2019-01-09,214.0399932861328,213.4199981689453
2019-01-10,216.47000122070312,213.72000122070312
2019-01-11,217.1100006103516,215.4499969482422
2019-01-14,216.0200042724609,214.07000732421875
2019-01-15,216.4600067138672,216.9199981689453
2019-01-16,219.02999877929688,216.6499938964844
2019-01-17,220.75,218.63999938964844
2019-01-18,225.13999938964844,223.0399932861328
2019-01-22,217.38999938964844,223.07000732421875
2019-01-23,220.4199981689453,220.1999969482422
2019-01-24,227.05999755859372,221.58999633789065
2019-01-25,221.25999450683597,227.8500061035156
2019-01-28,219.8300018310547,218.17999267578125
2019-01-29,221.97999572753903,219.9900054931641
2019-01-30,221.9499969482422,223.47999572753903
2019-01-31,224.22000122070312,221.6100006103516
2019-02-01,223.13999938964844,224.9900054931641
2019-02-04,225.6100006103516,223.6999969482422
2019-02-05,226.8800048828125,226.0
2019-02-06,226.8699951171875,226.4600067138672
2019-02-07,227.1199951171875,225.92999267578125
2019-02-08,228.69000244140625,225.3800048828125
2019-02-11,229.7700042724609,229.4499969482422
2019-02-12,232.22000122070312,231.2400054931641
2019-02-13,231.3500061035156,232.83999633789065
2019-02-14,232.44000244140625,229.05999755859372
2019-02-15,236.3800048828125,233.67999267578125
2019-02-19,235.4499969482422,234.83999633789065
2019-02-20,235.83999633789065,236.22999572753903
2019-02-21,233.2899932861328,235.27999877929688
2019-02-22,235.5500030517578,234.1499938964844
2019-02-25,235.3600006103516,237.50999450683597
2019-02-26,235.1499938964844,235.75
2019-02-27,237.0,234.88999938964844
2019-02-28,236.0399932861328,237.25
2019-03-01,235.8000030517578,237.30999755859372
2019-03-04,235.8600006103516,236.30999755859372
2019-03-05,232.38999938964844,236.0800018310547
2019-03-06,231.6999969482422,232.97000122070312
2019-03-07,230.5800018310547,231.57000732421875
2019-03-08,229.3699951171875,228.13999938964844
2019-03-11,227.25999450683597,228.91000366210935
2019-03-12,228.0800018310547,227.0
2019-03-13,229.58999633789065,229.0399932861328
2019-03-14,227.3999938964844,230.1199951171875
2019-03-15,228.25,227.8500061035156
2019-03-18,234.6999969482422,228.3000030517578
2019-03-19,232.72000122070312,235.0500030517578
2019-03-20,233.3800048828125,231.4499969482422
2019-03-21,237.0500030517578,232.7899932861328
2019-03-22,227.6100006103516,235.8500061035156
2019-03-25,229.22999572753903,226.66000366210935
2019-03-26,231.3500061035156,231.8000030517578
2019-03-27,229.8500061035156,231.08999633789065
2019-03-28,233.5800018310547,230.72999572753903
2019-03-29,237.00999450683597,234.92999267578125
2019-04-01,240.2100067138672,238.75
2019-04-02,240.77999877929688,242.0
2019-04-03,243.17999267578125,242.0
2019-04-04,244.3300018310547,243.9499969482422
2019-04-05,244.6300048828125,244.8699951171875
2019-04-08,247.58999633789065,243.7100067138672
2019-04-09,245.55999755859372,245.7899932861328
2019-04-10,247.0200042724609,245.8300018310547
2019-04-11,249.91000366210935,247.2899932861328
2019-04-12,251.7899932861328,251.00999450683597
2019-04-15,252.7100067138672,252.17999267578125
2019-04-16,253.2899932861328,253.72000122070312
2019-04-17,251.4600067138672,254.69000244140625
2019-04-18,252.42999267578125,255.0
2019-04-22,250.16000366210935,250.8500061035156
2019-04-23,252.72000122070312,250.7899932861328
2019-04-24,249.72000122070312,255.25
2019-04-25,247.72999572753903,249.02999877929688
2019-04-26,248.5500030517578,247.0
2019-04-29,250.91000366210935,249.0
2019-04-30,248.50999450683597,251.2400054931641
2019-05-01,245.3600006103516,249.38999938964844
2019-05-02,244.3800048828125,245.2100067138672
2019-05-03,249.1300048828125,247.72999572753903
2019-05-06,250.05999755859372,244.77999877929688
2019-05-07,250.33999633789065,247.5
2019-05-08,249.8699951171875,250.1699981689453
2019-05-09,247.8800048828125,247.9499969482422
2019-05-10,248.08999633789065,246.97000122070312
2019-05-13,241.0800018310547,243.02999877929688
2019-05-14,236.94000244140625,241.33999633789065
2019-05-15,239.0,235.44000244140625
2019-05-16,241.52999877929688,239.8500061035156
2019-05-17,240.6699981689453,240.0500030517578
2019-05-20,241.75999450683597,239.6699981689453
2019-05-21,246.6100006103516,243.44000244140625
2019-05-22,246.00999450683597,245.97000122070312
2019-05-23,237.7400054931641,242.8699951171875
2019-05-24,239.7400054931641,239.6499938964844
2019-05-28,236.6000061035156,240.57000732421875
2019-05-29,235.6000061035156,235.05999755859372
2019-05-30,236.9499969482422,235.8800048828125
2019-05-31,235.8000030517578,234.25999450683597
2019-06-03,236.05999755859372,235.05999755859372
2019-06-04,244.1499938964844,237.7100067138672
2019-06-05,250.6300048828125,244.77999877929688
2019-06-06,251.92999267578125,250.6300048828125
2019-06-07,251.55999755859372,253.3999938964844
2019-06-10,253.22000122070312,253.1699981689453
2019-06-11,251.2400054931641,256.2900085449219
2019-06-12,253.2899932861328,252.0399932861328
2019-06-13,254.75,254.5
2019-06-14,254.72000122070312,255.05999755859372
2019-06-17,254.83999633789065,255.0
2019-06-18,257.45001220703125,255.5500030517578
2019-06-19,261.4700012207031,257.5
2019-06-20,267.5599975585937,264.3699951171875
2019-06-21,264.760009765625,268.1000061035156
2019-06-24,266.2799987792969,265.42999267578125
2019-06-25,265.9700012207031,266.29998779296875
2019-06-26,265.54998779296875,267.3699951171875
2019-06-27,267.6499938964844,265.7300109863281
2019-06-28,273.8699951171875,268.4200134277344
2019-07-01,275.739990234375,276.1199951171875
2019-07-02,277.70001220703125,276.1000061035156
2019-07-03,277.95001220703125,278.3500061035156
2019-07-05,277.2099914550781,276.54998779296875
2019-07-08,274.4700012207031,275.6199951171875
2019-07-09,274.7799987792969,273.7900085449219
2019-07-10,271.8500061035156,276.0899963378906
2019-07-11,272.29998779296875,272.4800109863281
2019-07-12,278.04998779296875,272.8999938964844
2019-07-15,278.5,279.6099853515625
2019-07-16,280.5,278.32000732421875
2019-07-17,276.29998779296875,278.5899963378906
2019-07-18,276.4700012207031,276.1099853515625
2019-07-19,278.0899963378906,277.4599914550781
2019-07-22,280.5899963378906,278.8699951171875
2019-07-23,281.989990234375,281.6400146484375
2019-07-24,299.6400146484375,294.25
2019-07-25,296.260009765625,299.6400146484375
2019-07-26,296.17999267578125,295.4700012207031
2019-07-29,294.3599853515625,295.2099914550781
2019-07-30,295.1400146484375,292.79998779296875
2019-07-31,291.2799987792969,294.0899963378906
2019-08-01,288.6499938964844,291.0
2019-08-02,289.1199951171875,287.510009765625
2019-08-05,282.07000732421875,282.3399963378906
2019-08-06,289.0199890136719,284.6000061035156
2019-08-07,293.20001220703125,287.29998779296875
2019-08-08,299.0,294.82000732421875
2019-08-09,296.5799865722656,297.5
2019-08-12,293.2699890136719,295.2099914550781
2019-08-13,296.7699890136719,292.9700012207031
2019-08-14,289.9100036621094,291.8399963378906
2019-08-15,294.8099975585937,291.04998779296875
2019-08-16,300.8500061035156,298.010009765625
2019-08-19,303.3699951171875,304.8599853515625
2019-08-20,303.25,301.3999938964844
2019-08-21,305.6400146484375,304.8699951171875
2019-08-22,307.82000732421875,306.9200134277344
2019-08-23,302.67999267578125,307.0400085449219
2019-08-26,306.75,303.7699890136719
2019-08-27,306.19000244140625,308.9100036621094
2019-08-28,308.54998779296875,304.42999267578125
2019-08-29,310.8500061035156,312.010009765625
2019-08-30,308.5899963378906,313.0400085449219
2019-09-03,309.2799987792969,307.0299987792969
2019-09-04,315.8399963378906,312.0
2019-09-05,315.9800109863281,318.989990234375
2019-09-06,318.0199890136719,316.3500061035156
2019-09-09,311.8800048828125,318.5400085449219
2019-09-10,305.5799865722656,309.8999938964844
2019-09-11,307.8599853515625,305.9700012207031
2019-09-12,312.1700134277344,310.5799865722656
2019-09-13,314.760009765625,313.1499938964844
2019-09-16,319.1700134277344,314.5599975585937
2019-09-17,321.5599975585937,318.0
2019-09-18,321.6700134277344,321.94000244140625
2019-09-19,319.8099975585937,322.7099914550781
2019-09-20,318.79998779296875,320.8599853515625
2019-09-23,316.6000061035156,317.3800048828125
2019-09-24,315.1000061035156,318.45001220703125
2019-09-25,320.0,315.04998779296875
2019-09-26,318.9700012207031,320.5599975585937
2019-09-27,320.8900146484375,321.20001220703125
2019-09-30,321.989990234375,321.760009765625
2019-10-01,317.0400085449219,323.0
2019-10-02,315.5,315.0
2019-10-03,312.8999938964844,315.3599853515625
2019-10-04,318.3999938964844,315.0
2019-10-07,317.3399963378906,317.4200134277344
2019-10-08,314.0,313.989990234375
2019-10-09,320.67999267578125,316.989990234375
2019-10-10,325.75,319.70001220703125
2019-10-11,322.0,329.20001220703125
2019-10-14,324.5899963378906,322.44000244140625
2019-10-15,326.1400146484375,324.7099914550781
2019-10-16,321.8599853515625,325.7799987792969
2019-10-17,321.1099853515625,323.32000732421875
2019-10-18,319.9200134277344,321.1099853515625
2019-10-21,321.92999267578125,321.2900085449219
2019-10-22,311.6499938964844,320.6300048828125
2019-10-23,327.0599975585937,321.5
2019-10-24,333.5799865722656,329.7900085449219
2019-10-25,327.0400085449219,333.1400146484375
2019-10-28,328.44000244140625,327.239990234375
2019-10-29,329.6000061035156,327.739990234375
2019-10-30,336.07000732421875,329.760009765625
2019-10-31,329.6000061035156,335.4200134277344
2019-11-01,336.1499938964844,330.70001220703125
2019-11-04,336.1600036621094,338.1600036621094
2019-11-05,337.04998779296875,336.45001220703125
2019-11-06,339.42999267578125,338.3999938964844
2019-11-07,337.8500061035156,342.1400146484375
2019-11-08,340.8099975585937,336.25
2019-11-11,342.42999267578125,339.8800048828125
2019-11-12,342.6700134277344,342.5400085449219
2019-11-13,343.3399963378906,342.3599853515625
2019-11-14,343.20001220703125,343.54998779296875
2019-11-15,344.4700012207031,345.3099975585937
2019-11-18,345.6700134277344,344.75
2019-11-19,346.2699890136719,346.1000061035156
2019-11-20,346.4599914550781,346.69000244140625
2019-11-21,346.32000732421875,345.7699890136719
2019-11-22,349.760009765625,347.8900146484375
2019-11-25,340.8800048828125,351.0
2019-11-26,341.760009765625,341.489990234375
2019-11-27,346.4800109863281,343.44000244140625
2019-11-29,341.989990234375,345.0
2019-12-02,340.3599853515625,342.7099914550781
2019-12-03,340.8900146484375,337.8900146484375
2019-12-04,343.5799865722656,342.0
2019-12-05,345.2200012207031,344.1600036621094
2019-12-06,347.2900085449219,348.0
2019-12-09,342.3900146484375,347.29998779296875
2019-12-10,344.8900146484375,343.8599853515625
2019-12-11,348.6499938964844,345.19000244140625
2019-12-12,348.3099975585937,348.0799865722656
2019-12-13,347.7099914550781,347.2699890136719
2019-12-16,347.2099914550781,348.510009765625
2019-12-17,344.29998779296875,348.6000061035156
2019-12-18,337.6199951171875,344.7300109863281
2019-12-19,339.8900146484375,337.5400085449219
2019-12-20,342.2799987792969,341.510009765625
2019-12-23,347.6400146484375,345.3299865722656
2019-12-24,345.5799865722656,348.010009765625
2019-12-26,346.42999267578125,346.29998779296875
2019-12-27,347.82000732421875,346.9599914550781
2019-12-30,348.3699951171875,348.3099975585937
2019-12-31,346.5400085449219,348.0
2020-01-02,357.489990234375,348.7699890136719
2020-01-03,360.04998779296875,353.79998779296875
2020-01-06,358.6300048828125,359.3699951171875
2020-01-07,361.0899963378906,358.010009765625
2020-01-08,361.5499877929688,362.5799865722656
2020-01-09,366.1000061035156,363.8599853515625
2020-01-10,365.5499877929688,367.5400085449219
2020-01-13,369.8800048828125,367.3299865722656
2020-01-14,370.4400024414063,370.3599853515625
2020-01-15,375.010009765625,370.0400085449219
2020-01-16,377.5400085449219,376.7000122070313
2020-01-17,376.8800048828125,378.9400024414063
2020-01-21,383.3299865722656,377.6600036621094
2020-01-22,375.3800048828125,389.05999755859375
2020-01-23,368.1300048828125,370.5299987792969
2020-01-24,361.8699951171875,368.2000122070313
2020-01-27,370.4100036621094,353.3599853515625
2020-01-28,380.5299987792969,372.1000061035156
2020-01-29,376.1700134277344,381.4800109863281
2020-01-30,373.989990234375,374.0499877929688
2020-01-31,365.05999755859375,372.6700134277344
2020-02-03,369.3399963378906,367.3699951171875
2020-02-04,378.0,371.8800048828125
2020-02-05,379.8200073242188,380.8699951171875
2020-02-06,380.8200073242188,381.489990234375
2020-02-07,384.239990234375,380.3399963378906
2020-02-10,382.4100036621094,383.7699890136719
2020-02-11,386.9400024414063,385.1000061035156
2020-02-12,385.55999755859375,388.0
2020-02-13,392.0199890136719,385.1799926757813
2020-02-14,389.4800109863281,393.4800109863281
2020-02-18,388.6000061035156,389.8900146484375
2020-02-19,394.05999755859375,390.6099853515625
2020-02-20,392.1499938964844,392.8599853515625
2020-02-21,385.6600036621094,391.1099853515625
2020-02-24,370.05999755859375,379.7099914550781
2020-02-25,357.8399963378906,370.7799987792969
2020-02-26,355.1600036621094,358.0299987792969
2020-02-27,339.1700134277344,350.1400146484375
2020-02-28,337.32000732421875,328.5400085449219
2020-03-02,345.8999938964844,337.32000732421875
2020-03-03,353.42999267578125,347.010009765625
2020-03-04,365.7799987792969,359.4599914550781
2020-03-05,361.0299987792969,357.989990234375
2020-03-06,337.6199951171875,347.4200134277344
2020-03-09,303.8900146484375,308.489990234375
2020-03-10,315.8099975585937,311.69000244140625
2020-03-11,299.8299865722656,304.82000732421875
2020-03-12,274.25,280.67999267578125
2020-03-13,292.3399963378906,290.4700012207031
2020-03-16,254.8699951171875,288.7099914550781
2020-03-17,260.8900146484375,257.5799865722656
2020-03-18,201.17999267578125,239.80999755859372
2020-03-19,226.2400054931641,199.16000366210935
2020-03-20,233.66000366210935,226.72000122070312
2020-03-23,234.3999938964844,231.0800018310547
2020-03-24,265.6199951171875,246.55999755859372
2020-03-25,286.7900085449219,269.45001220703125
2020-03-26,305.5299987792969,292.2300109863281
2020-03-27,282.2300109863281,293.5400085449219
2020-03-30,295.3800048828125,282.45001220703125
2020-03-31,297.2699890136719,293.2200012207031
2020-04-01,277.1099853515625,285.0199890136719
2020-04-02,292.4700012207031,273.5400085449219
2020-04-03,288.7300109863281,290.1099853515625
2020-04-06,308.3900146484375,303.0
2020-04-07,315.1199951171875,320.739990234375
2020-04-08,329.8099975585937,320.3500061035156
2020-04-09,327.9200134277344,338.42999267578125
2020-04-13,319.0799865722656,326.79998779296875
2020-04-14,324.42999267578125,327.989990234375
2020-04-15,313.25,315.7900085449219
2020-04-16,305.7699890136719,314.1099853515625
2020-04-17,318.0799865722656,316.8599853515625
2020-04-20,317.69000244140625,311.0400085449219
2020-04-21,304.79998779296875,311.5299987792969
2020-04-22,311.1700134277344,312.6199951171875
2020-04-23,314.54998779296875,312.0
2020-04-24,316.0400085449219,316.25
2020-04-27,319.94000244140625,317.0199890136719
2020-04-28,325.8999938964844,325.0
2020-04-29,338.6099853515625,330.0
2020-04-30,325.6700134277344,332.70001220703125
2020-05-01,319.8299865722656,323.5400085449219
2020-05-04,317.95001220703125,313.3699951171875
2020-05-05,319.1700134277344,321.4200134277344
2020-05-06,316.8699951171875,320.75
2020-05-07,320.239990234375,322.9599914550781
2020-05-08,332.7200012207031,324.3099975585937
2020-05-11,334.6499938964844,327.0
2020-05-12,325.4200134277344,330.0
2020-05-13,319.5199890136719,325.3800048828125
2020-05-14,314.7300109863281,313.9100036621094
2020-05-15,315.07000732421875,309.79998779296875
2020-05-18,330.17999267578125,328.07000732421875
2020-05-19,327.8299865722656,329.3500061035156
2020-05-20,333.0,334.4599914550781
2020-05-21,339.2200012207031,333.0
2020-05-22,338.2900085449219,340.3500061035156
2020-05-26,351.6700134277344,349.489990234375
2020-05-27,361.3800048828125,353.6000061035156
2020-05-28,369.9299926757813,367.2300109863281
2020-05-29,374.1199951171875,366.4400024414063
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2020-06-02,359.8999938964844,364.010009765625
2020-06-03,365.2200012207031,364.7000122070313
2020-06-04,372.55999755859375,361.3500061035156
2020-06-05,377.0,378.0
2020-06-08,380.4400024414063,378.8299865722656
2020-06-09,366.1600036621094,370.05999755859375
2020-06-10,361.8999938964844,366.010009765625
2020-06-11,341.82000732421875,346.5899963378906
2020-06-12,333.5400085449219,354.3399963378906
2020-06-15,335.44000244140625,321.5400085449219
2020-06-16,338.2900085449219,347.5400085449219
2020-06-17,332.4100036621094,340.4800109863281
2020-06-18,327.8099975585937,329.5400085449219
2020-06-19,320.9700012207031,330.8999938964844
2020-06-22,325.6499938964844,319.8099975585937
2020-06-23,317.1400146484375,327.8699951171875
2020-06-24,307.6499938964844,315.1400146484375
2020-06-25,308.510009765625,302.8999938964844
2020-06-26,299.17999267578125,307.9700012207031
2020-06-29,304.7799987792969,303.2799987792969
2020-06-30,310.95001220703125,302.82000732421875
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2020-07-02,298.45001220703125,306.6300048828125
2020-07-06,304.7900085449219,304.57000732421875
2020-07-07,296.95001220703125,303.260009765625
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2020-07-13,295.69000244140625,299.0899963378906
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2020-07-30,304.1199951171875,301.57000732421875
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2020-08-17,330.3800048828125,331.8599853515625
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2020-10-05,315.5199890136719,313.44000244140625
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2020-10-07,317.8699951171875,317.2300109863281
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2019-03-19,233.27731830809438,230.3454845452551,235.04295841401782
2019-03-20,233.86034173161494,230.9156907205428,235.27701639298886
2019-03-21,236.54766875420978,232.3384290729257,235.8361769162833
2019-03-22,230.9063087219128,231.05361345113397,235.45166405999595
2019-03-25,229.47323210438685,230.42130062976582,235.23703726635287
2019-03-26,230.42144522764994,230.4583072764897,235.22929075007238
2019-03-27,229.86600140378792,230.1059736553446,235.0707908227146
2019-03-28,232.2999196063332,230.79230409147314,235.2692128516568
2019-03-29,235.79189199878752,232.25006267026538,235.7731172849362
2019-04-01,239.46456991362535,234.27388746719532,236.54081739641708
2019-04-02,241.24510110010164,236.0699192604365,237.30470787832277
2019-04-03,243.4217057975043,238.14470793158264,238.23882517526135
2019-04-04,244.88501009773123,240.11438492885938,239.21280457365444
2019-04-05,245.43703315997467,241.76850288205773,240.14269209462384
2019-04-08,247.49566220031642,243.84678599676212,241.28400887626887
2019-04-09,246.72639881148754,244.9706820205326,242.14768999700516
2019-04-10,247.20511379119867,246.21305849875085,243.08329778963727
2019-04-11,249.30744434159573,247.92032172203866,244.22187364130974
2019-04-12,251.40662601102542,249.74179052984036,245.45370254206503
2019-04-15,252.78670709453064,251.40211797227894,246.68081556606958
2019-04-16,253.592325625726,252.83717124028698,247.87054461535905
2019-04-17,252.46213133408173,253.45891231529126,248.79535570572102
2019-04-18,252.51017056029417,254.1403042623091,249.73834145950573
2019-04-22,250.8633873002887,254.03140910584003,250.38960068170957
2019-04-23,251.92569074655964,254.5315258390066,251.22734871174998
2019-04-24,250.29580564828726,254.09154302494522,251.7101722744843
2019-04-25,248.2024308660839,253.14823741860096,251.95691548743807
2019-04-26,247.95844408178993,252.5296259757668,252.2502732773471
2019-04-29,249.64388300673122,252.5841403494147,252.7339028039755
2019-04-30,248.77314684205254,251.95990817048542,252.9425356505357
2019-05-01,246.2110338599906,250.59021992544626,252.8225816923069
2019-05-02,244.49087461942128,249.1813629681838,252.60201253641986
2019-05-03,247.24019032736243,249.2364507173179,252.83304767137616
2019-05-06,249.21433066596248,249.50454860282267,253.12327804264055
2019-05-07,250.2620023477095,249.77916867255863,253.40711957013394
2019-05-08,250.311249378279,249.8647153871944,253.61368184192546
2019-05-09,248.84408231665643,249.40184024367545,253.6033946510551
2019-05-10,248.304489318699,249.06315866982035,253.59982354728498
2019-05-13,243.14539474383042,246.95697239344662,252.9156758255507
2019-05-14,238.08082617543306,244.15605541952675,251.86849109900317
2019-05-15,237.60467651761297,242.40831660576976,251.07259733450246
2019-05-16,239.52799828480272,241.65658806992192,250.55739265971621
2019-05-17,240.00815422147403,240.84680218543915,249.9828218893688
2019-05-20,241.10999028743282,240.49835008866344,249.53888942963056
2019-05-21,245.0629653424324,241.504546398414,249.57557058253556
2019-05-22,246.3153897524789,242.2028479715376,249.54352085294227
2019-05-23,240.87868492944494,240.65397403573957,248.71740564775274
2019-05-24,239.8362426480545,239.9306742159578,248.1263334484214
2019-05-28,237.26398446831848,238.55490789531314,247.26663412944632
2019-05-29,235.5725890434849,237.20430220374666,246.35996995321426
2019-05-30,235.9761533639437,236.48939064221926,245.63378783780936
2019-05-31,235.5226360967544,235.64989906858463,244.83922830008012
2019-06-03,235.63708762629983,235.07606132557325,244.11554904777577
2019-06-04,241.48322419055813,236.75192015131975,244.2040121672752
2019-06-05,248.57519581849664,239.84624404492962,244.8993399593792
2019-06-06,252.30854983194095,242.74319491517412,245.66923820917935
2019-06-07,253.2266913672961,245.02806615885436,246.34956889761807
2019-06-10,254.34352277692614,247.32411437038905,247.1389236347569
2019-06-11,253.0569547347788,248.67322865143203,247.68346500220284
2019-06-12,253.64711070137506,250.2836392114648,248.38219135746618
2019-06-13,254.74340951746686,251.94835143278266,249.16871516250308
2019-06-14,255.03569293329235,253.26402624873958,249.8951965755119
2019-06-17,255.1000538955115,254.32706167448828,250.57940872518614
2019-06-18,256.85391101274587,255.82522529732572,251.46072245849462
2019-06-19,260.3446078130857,258.0410970750494,252.66023212476964
2019-06-20,265.9855007440162,261.37435582264544,254.35386685922194
2019-06-21,266.1823229794537,263.305011238984,255.66286551900748
2019-06-24,266.97644189450426,265.1980180462389,257.02232967789587
2019-06-25,266.82216362951795,266.579931460803,258.2541275605542
2019-06-26,266.2375269786783,267.51113565069056,259.35534740585365
2019-06-27,267.31593949017054,268.7260128566009,260.5736688115435
2019-06-28,272.0635931155772,271.2412057688648,262.2930816422305
2019-07-01,275.2859374118433,273.68788727251297,264.0665071899349
2019-07-02,277.7858981595822,276.094253863261,265.8980890133465
2019-07-03,278.72530545373513,278.0172510523222,267.62036900809187
2019-07-05,278.2981954804225,279.282778657133,269.14524814600827
2019-07-08,275.93737670038524,279.4897378260338,270.29431397043703
2019-07-09,274.9972439185909,279.6243194789847,271.38148261031245
2019-07-10,272.5141237581389,278.8652341049694,272.1019601294588
2019-07-11,271.8118698439188,278.25954256964343,272.80079618197067
2019-07-12,275.6837287091437,279.1638645063332,273.9836555958095
2019-07-15,277.75582391497596,279.93442990864025,275.11461859955074
2019-07-16,279.99241000542605,280.998539055254,276.34410934691357
2019-07-17,277.87222507753455,280.69539511363394,277.0752667426351
2019-07-18,276.9389027672456,280.4099585981355,277.75583474395035
2019-07-19,277.64628422214344,280.52191737271534,278.5269683057264
2019-07-22,279.7121001454382,281.1927733756443,279.4664614166203
2019-07-23,281.55141771724254,282.03835318762265,280.45856463673965
2019-07-24,294.66117602282316,287.2421511973996,283.0461426851151
2019-07-25,297.6729221289433,290.547167281534,285.1240031556089
2019-07-26,298.30542753820737,293.136371168541,287.0378953042426
2019-07-29,296.7450873036135,294.6787335069522,288.63186014066054
2019-07-30,296.2090122197788,296.0341757024444,290.1732261276944
2019-07-31,293.01282588207005,296.0322672358528,291.2231750466659
2019-08-01,289.65773898460003,295.24166280805525,291.9300506295724
2019-08-02,288.5877165502113,294.6183963787523,292.6108924312069
2019-08-05,283.3218855453599,292.1917374082707,292.55170540368124
2019-08-06,286.15575735029915,291.93399948454976,293.132887803211
2019-08-07,290.6135332999611,292.7453576516462,294.0498205352703
2019-08-08,296.71622666307906,294.8549262968571,295.43498680726907
2019-08-09,297.5279626358328,295.8916175255638,296.47557094307194
2019-08-12,295.2727512205782,295.8153745755994,297.1087539119269
2019-08-13,296.55339570528406,296.5965411313151,298.0088486294182
2019-08-14,292.1747515764879,295.3951268923994,298.1726406861766
2019-08-15,293.66763190439997,295.62656490648067,298.7669658793519
2019-08-16,298.6280912918748,297.3331670970348,299.8727887948243
2019-08-19,302.5011069866277,299.33281353594754,301.12202513892186
2019-08-20,303.8755468789693,300.88152021862027,302.2538640446169
2019-08-21,305.86535666693726,302.7067825521366,303.5144446440338
2019-08-22,307.9851158508062,304.69932377928313,304.8751641317308
2019-08-23,305.00176325407705,304.9246597746913,305.6325282058315
2019-08-26,306.3423780016233,306.0912582692996,306.70177838368
2019-08-27,306.4287340830897,306.82867224507936,307.6220575838379
2019-08-28,308.02184567723117,307.97195209441605,308.68072116770054
2019-08-29,310.23758426173504,309.43178091020525,309.86299218495856
2019-08-30,309.4734288610433,309.96597021020193,310.72668520553543
2019-09-03,309.4817426075494,310.50734330374183,311.5729462322886
2019-09-04,314.0189355185073,312.5792487027885,312.96151363858564
2019-09-05,315.97213033226046,314.2367709751759,314.2461941246112
2019-09-06,318.0269154763264,316.043010696134,315.6141463686596
2019-09-09,314.3514363743527,315.8454454222311,316.2811551198674
2019-09-10,308.1350043065968,313.9674314998107,316.2770718057868
2019-09-11,307.08718629613367,312.95026534486743,316.46209615163684
2019-09-12,309.89073812577124,313.1768195109211,317.01773574619835
2019-09-13,313.10002938952596,313.9815841121859,317.75669387371704
2019-09-16,317.61120845061953,315.7328064461964,318.8404691669177
2019-09-17,321.1181396772382,317.73180296486544,320.0545018764782
2019-09-18,322.4498801098788,319.3362306466005,321.1731710477167
2019-09-19,321.40517357934107,320.1013996291228,322.014898471528
2019-09-20,319.9840299699294,320.3983000014723,322.6783366345567
2019-09-23,317.6766986399924,320.0050606212637,323.0617872255135
2019-09-24,315.5873267649563,319.2332504424532,323.2501378086689
2019-09-25,318.2009860801504,319.81888000872743,323.8654367424724
2019-09-26,318.69456186463646,319.98192840084914,324.3160674512918
2019-09-27,320.25109991199326,320.5658590408792,324.89359807276406
2019-09-30,321.66342394112496,321.28314560631327,325.512001316721
2019-10-01,318.70675637072566,320.5404019679592,325.59300200706565
2019-10-02,316.27666695924006,319.4905097493156,325.4961042542725
2019-10-03,313.4586727612629,317.9222677003142,325.1324533028627
2019-10-04,316.26157172889003,318.0403639157471,325.29083607544504
2019-10-07,316.8920751819158,317.8434278833679,325.3138558358646
2019-10-08,314.8527739368372,316.7993831987743,324.99370817265986
2019-10-09,318.70472136169974,317.6658725504109,325.30675121290767
2019-10-10,323.97562640694576,319.6805389763971,326.0594208817748
2019-10-11,323.47392446510935,320.34106493163097,326.3840768293862
2019-10-14,324.82655821405115,321.5320961314207,326.9118292677178
2019-10-15,326.3088245279252,322.884592316091,327.5307970094869
2019-10-16,323.73818751126834,322.85239706124344,327.680335703616
2019-10-17,321.93804611961684,322.601122188628,327.72689965982164
2019-10-18,320.2981798176253,322.0594782539172,327.635670596763
2019-10-21,321.0602530430469,322.11437035137243,327.7205669696031
2019-10-22,314.2412527681307,319.473121531981,326.8010462119213
2019-10-23,322.2608898999446,321.2967496485557,327.3875807461269
2019-10-24,330.5149897837674,324.4726363041945,328.5375149331097
2019-10-25,329.31214703552445,325.35580807435247,328.97141715396623
2019-10-28,329.42677984475904,326.4125778806917,329.4910207982942
2019-10-29,330.05958821747845,327.5461722922531,330.0680695806813
2019-10-30,334.7022537395657,330.1163521002704,331.2042763694933
2019-10-31,331.9515086795488,330.49882436754865,331.6319097628364
2019-11-01,335.1209936529426,332.46256791218775,332.6357003925669
2019-11-04,336.3569518755338,334.02125428375894,333.5560178823527
2019-11-05,337.31412163593365,335.4705608465881,334.48177471633403
2019-11-06,339.2100192978091,337.2124307459535,335.55423760855103
2019-11-07,338.7310543481973,338.1620679276569,336.3868293848051
2019-11-08,340.4251442883773,339.63774066823146,337.42689409816666
2019-11-11,342.16259247199866,341.1942992706386,338.53333315930917
2019-11-12,342.92124738698357,342.45552845567687,339.57025349574565
2019-11-13,343.54868977442425,343.5837067088325,340.5827866559736
2019-11-14,343.57057720715454,344.39137735393143,341.4951848701748
2019-11-15,344.34955294222414,345.3021919749724,342.44790697777546
2019-11-18,345.43536898548746,346.27968275107895,343.4315276265942
2019-11-19,346.2281496307288,347.156070135202,344.3867616027395
2019-11-20,346.5971684625455,347.84343414257074,345.27623868512234
2019-11-21,346.55692317877765,348.29134409974927,346.07264714573074
2019-11-22,348.8800313825717,349.4737534325189,347.12261009437384
2019-11-25,343.55591465253923,348.0625287785386,347.23712177817305
2019-11-26,341.8131038201761,347.06526758603576,347.40548270414587
2019-11-27,344.51166311940375,347.4138264256136,347.99007000011943
2019-11-29,342.6420366737985,346.4809574172431,348.0877360863399
2019-12-02,340.72796611601365,345.24628827494007,348.00232564159217
2019-12-03,340.3807687240429,344.3340427718571,347.9516930644014
2019-12-04,342.2640797759586,344.25459184378315,348.13967510589185
2019-12-05,344.32729498411015,344.5896023740155,348.4513688323019
2019-12-06,346.6697470962738,345.37690290666853,348.91999953034633
2019-12-09,344.1424592073918,344.7257343584866,348.87228365164674
2019-12-10,344.69963714860864,344.81821308101325,349.04609219725614
2019-12-11,347.5681285811212,345.8496720667535,349.54744728163905
2019-12-12,348.50748119221396,346.58512172569334,349.9652249003022
2019-12-13,348.35327001090934,347.0079833619423,350.2801851234092
2019-12-16,347.80601300057873,347.1998108432581,350.5086540566154
2019-12-17,345.43654640930447,346.5778296747772,350.42708661323337
2019-12-18,339.69197663212344,344.3150296764349,349.697057665215
2019-12-19,338.92627591572744,343.0399777850918,349.2128686677041
2019-12-20,340.5429478047055,342.61521812836787,348.9708993667778
2019-12-23,345.2203537876863,343.6619808182247,349.2388247976908
2019-12-24,345.84972154307354,343.98743676361596,349.277951461731
2019-12-26,346.62023143926024,344.47402274989935,349.3802530959003
2019-12-27,347.82613148980784,345.23095819978903,349.59336502297606
2019-12-30,348.6174126144522,345.98861728080806,349.8304451346224
2019-12-31,347.5393257699978,346.1262899196864,349.8636434845388
2020-01-02,354.6687144033246,349.069700484618,350.9226510985056
2020-01-03,359.4209005388692,352.1263523470186,352.142789907585
2020-01-06,360.1229577235589,354.22878626764935,353.13445154052494
2020-01-07,361.74987593891365,356.54487281105867,354.2812275628342
2020-01-08,362.43496161065207,358.5080564160166,355.38239611392044
2020-01-09,365.62801826648956,361.2350090907993,356.82974430661613
2020-01-10,366.34454868128984,363.25551187379926,358.115064450374
2020-01-13,369.4035998632519,365.95499295863254,359.71268713535756
2020-01-14,370.8509088755209,368.22446992412546,361.2430713934953
2020-01-15,374.3972609092523,371.1738877515751,363.09151596796517
2020-01-16,377.4180765617974,374.1423922807429,365.0426062793019
2020-01-17,377.9156283785712,376.2894113759369,366.7852444458951
2020-01-21,382.33040608962557,379.6010869445311,369.00870998157734
2020-01-22,378.3372027372156,380.1236617849607,370.3106208104952
2020-01-23,371.2099681765902,378.5420838910539,370.8162941585859
2020-01-24,363.7048907795946,375.5054286501063,370.67116747952366
2020-01-27,366.75752386284387,375.1358151241453,371.3261107230492
2020-01-28,375.6081397885369,377.3742602513219,372.88019005490156
2020-01-29,376.4984500536569,377.99225973783393,373.89705053042064
2020-01-30,375.19084660687184,377.8470857077075,374.6184080040925
2020-01-31,368.2113718837994,375.33077303016665,374.4208102891119
2020-02-03,368.2248552141348,374.31224296887876,374.62104700269003
2020-02-04,374.5399869321436,375.6697778602667,375.61078840527335
2020-02-05,378.64502136711644,377.20113660586037,376.68820720862027
2020-02-06,380.96927353384416,378.65816992801416,377.7693710234684
2020-02-07,384.1199844328047,380.67804049301003,379.08408702700746
2020-02-10,383.8954049455352,381.7918529717591,380.11730586793226
2020-02-11,386.67505315128216,383.80969752375785,381.49215279363244
2020-02-12,386.64955895958565,385.03095834084917,382.6237987766926
2020-02-13,390.91842236054026,387.62984975662823,384.27371008620247
2020-02-14,390.73524515435344,389.01694787826517,385.55147333634727
2020-02-18,389.74356146567914,389.8374203463387,386.63858304778375
2020-02-19,392.96039906733415,391.8382160923596,388.1504314161985
2020-02-20,392.8601973564445,392.8917333080945,389.3578486343817
2020-02-21,388.05870392363255,391.97960577398857,389.8441906465973
2020-02-24,374.92688407743134,387.10121672697994,388.78891994710597
2020-02-25,360.88518612553645,379.8740049429922,386.6138908820792
2020-02-26,353.6467409454445,373.23527766349144,384.30090322145367
2020-02-27,340.29564757305513,363.6654911306699,380.59417657627176
2020-02-28,334.35790978469277,355.40754722484485,376.93186337648996
2020-03-02,339.1258358794979,350.9740654708316,374.30668988363453
2020-03-03,347.56613695053045,349.42801500641735,372.5543670725704
2020-03-04,360.4675816753804,351.50538666175316,372.0791562032856
2020-03-05,362.7112997342424,352.1053127156882,371.1723237609866
2020-03-06,346.7906025977354,346.64257672053486,368.08657655170634
2020-03-09,315.94432642238064,333.5478226812739,361.9819362404631
2020-03-10,311.6056217307566,326.089179685094,357.4010744992219
2020-03-11,299.85861618272304,316.0534308215158,351.5942877992025
2020-03-12,278.0625139434816,301.45358046599614,343.7306943280646
2020-03-13,282.8974190186347,294.49666133022464,338.10382230041625
2020-03-16,260.3114470960213,279.42631706027294,329.2863030962362
2020-03-17,256.1445018859822,269.03476311911163,321.62777514783124
2020-03-18,213.99739708623406,245.47143901538823,308.8033524613821
2020-03-19,215.22183153360692,233.1798457995685,299.22063247323086
2020-03-20,223.47142369232336,225.60706775230204,290.9989885826874
2020-03-23,229.26407262790292,220.18564407892268,283.42046292795766
2020-03-24,254.65790576034487,224.43239171754254,279.34917387498837
2020-03-25,280.7037748736449,233.95601064682882,277.60570803248635
2020-03-26,304.1941288404764,247.10001242430093,277.8098596896046
2020-03-27,296.1615057747282,252.21467308317813,275.8347344497222
2020-03-30,299.9645415223144,260.13830371875525,275.2896732030846
2020-03-31,301.6042163574037,267.3854995149024,275.01085787151186
2020-04-01,286.9906053539848,268.3019574555936,272.882056932998
2020-04-02,290.7528727125077,273.21290575892334,272.4030802098293
2020-04-03,289.5895207751512,276.4112994186853,271.6498169593273
2020-04-06,302.73353742291386,284.2443398911727,272.86655172842376
2020-04-07,312.9166983052346,292.47857413202644,274.6946655577716
2020-04-08,327.0104001236257,303.05573983959124,277.85042334771083
2020-04-09,330.8536680313347,311.195771621503,280.66775419800445
2020-04-13,325.173946978799,315.48701881843175,282.50424070966585
2020-04-14,325.613137537807,320.2766364683076,284.7713204646032
2020-04-15,317.4624718018236,321.1658917808132,285.86596032687817
2020-04-16,308.42895574581314,319.8116637855296,286.2141187971453
2020-04-17,313.3644370434671,321.76048409309783,287.7462690570737
2020-04-20,315.58841797390176,323.12254769429194,289.176127291322
2020-04-21,307.61281543273293,320.7586010180832,289.3190531862334
2020-04-22,308.79019012183784,320.3484488910916,290.08995576344415
2020-04-23,312.00983235340993,320.7746716838424,291.1629089443614
2020-04-24,314.6402709576706,321.40004304536444,292.3373992441715
2020-04-27,318.54821598225345,322.8153822836282,293.8349534677786
2020-04-28,324.3337955823298,325.41092660373147,295.82937571145675
2020-04-29,335.52893658622514,330.71745771991823,298.92935158999916
2020-04-30,330.78378829215563,331.5745560814608,300.6202456832222
2020-05-01,323.997865984841,330.6210577322288,301.6666008214377
2020-05-04,319.4848397500757,329.2198338615181,302.48555783131695
2020-05-05,318.45252611741716,328.26910651555204,303.3858174752412
2020-05-06,316.5849910405717,326.7865108990093,304.02620338656266
2020-05-07,318.3584228161027,326.3512151316723,304.9622459548233
2020-05-08,328.1050230043207,329.14611552381564,307.0410324678631
2020-05-11,333.6695436815855,331.84697085189936,309.1834666939861
2020-05-12,329.23564318739807,331.56641920566767,310.32161328310264
2020-05-13,322.7978021778714,329.7080517250977,310.8357927926855
2020-05-14,316.56537821386326,326.85721659256524,310.8711057485869
2020-05-15,314.3097914214369,324.5419831696167,310.9462658071406
2020-05-18,324.327307830767,326.5137667160745,312.46413549106865
2020-05-19,327.231674440401,327.4700762696309,313.66922660063426
2020-05-20,331.98022163655367,329.5407945894228,315.2962787887277
2020-05-21,338.16111160096824,332.79118116265124,317.41686202421266
2020-05-22,339.784280325629,335.1420232836865,319.3172345514062
2020-05-26,349.4097372766398,340.45729101839055,322.3719907182402
2020-05-27,359.8807557964486,347.2314295852904,326.1555911042911
2020-05-28,369.64423663490805,354.87222576212827,330.5082082322954
2020-05-29,375.8259130878841,362.0602361802822,334.9753740562382
2020-06-01,371.0990063398037,365.4310553361501,338.29329229463247
2020-06-02,364.4483981574509,366.6297711915991,340.88942663144184
2020-06-03,364.85618366861326,368.7887884015107,343.81342923948296
2020-06-04,370.0638325520489,372.2604245478911,347.23465343128305
2020-06-05,375.298208107066,376.0509028857366,350.8430371082767
2020-06-08,379.6938797165397,379.8355307815797,354.52914236834545
2020-06-09,371.15128405900145,379.01157786025516,356.59927973640197
2020-06-10,364.1538939894066,377.01921098469455,358.1096157170721
2020-06-11,347.1079797498946,369.98744738519275,357.58975607499826
2020-06-12,334.4059579530536,361.9270290407537,356.29367543040996
2020-06-15,331.26909215976417,355.7149944955927,355.24125480048036
2020-06-16,333.09520444321777,351.30754180728627,354.5083337437699
2020-06-17,330.70634179022153,346.1460410222059,353.24439218211273
2020-06-18,327.12732519567743,340.72788176678245,351.60649111238587
2020-06-19,321.37996414982285,334.5483429712589,349.40685607372114
2020-06-22,322.79832998085374,330.76424922824475,347.7796762112072
2020-06-23,318.0092661930412,325.54452816704793,345.4342837943514
2020-06-24,309.6944288759247,318.9162373500964,342.32531719688217
2020-06-25,307.2378800233656,313.84651578018713,339.4891185935959
2020-06-26,300.25332244080346,307.4346598063773,335.9405008124442
2020-06-29,301.78561021075274,303.81963921467207,333.1486373707396
2020-06-30,307.40802090232256,302.6595458074193,331.121227240919
2020-07-01,305.4165705997073,300.15798374580606,328.5801013431059
2020-07-02,300.60523136156945,296.8224097961918,325.65705885121287
2020-07-06,303.1385164664197,295.942425824211,323.5282662339864
2020-07-07,298.91756470511575,293.394937831526,320.7946643598495
2020-07-08,300.88864944046486,292.87316264459685,318.7417001333832
2020-07-09,293.9297284094133,289.7088561867153,315.75003497175277
2020-07-10,294.94241551714174,288.75325405424286,313.4864126080008
2020-07-13,295.1577348838086,287.98949366431174,311.3126075797238
2020-07-14,300.7036478729415,289.5080930719835,310.00647568589903
2020-07-15,316.2869784231003,295.77640105167234,310.57515282774756
2020-07-16,323.455447423459,301.3312896619582,311.22082695984096
2020-07-17,328.17489059836385,306.8688457207957,312.16059026594434
2020-07-20,328.36014929473265,311.1031810578733,312.9150403121906
2020-07-21,331.03982493946853,315.8557515103067,314.0882591755873
2020-07-22,336.57794668813744,321.6018780720381,315.87127858146107
2020-07-23,327.80394722117825,322.3917137614058,316.1174398910195
2020-07-24,314.4857678578882,319.6751130178157,315.13344406716925
2020-07-27,307.6075124648255,316.99401305673575,314.0627599128287
2020-07-28,302.68369112875035,313.879609494974,312.7364257336075
2020-07-29,301.0501783291332,311.2738731016325,311.4828079498037
2020-07-30,301.4043308097999,309.3036521844606,310.3731216190542
2020-07-31,303.9228637789442,308.38804198630993,309.59096238732906
2020-08-03,308.1444312579679,308.6886758896479,309.243188942809
2020-08-04,313.45412027045256,310.19409573948235,309.3790624691426
2020-08-05,321.0609495499974,313.43579423615216,310.24515381997463
2020-08-06,323.28810090357234,315.8197660848545,310.96297585083676
2020-08-07,325.2791028865877,318.32062923491645,311.8478022908942
2020-08-10,329.35398316229197,321.70008676213604,313.18030447140006
2020-08-11,331.90267724547834,324.88603868335304,314.6013843755119
2020-08-12,332.68978512073807,327.50314473337124,315.9595693996509
2020-08-13,332.84162463377146,329.672473529101,317.26924550807155
2020-08-14,332.9724652435295,331.52511611427053,318.55439466421774
2020-08-17,331.5093815941817,332.4940574846602,319.5891025112023
2020-08-18,323.4703907568091,330.5340801441401,319.58063877652455
2020-08-19,317.7564202465133,328.01987621653313,319.2696804792221
2020-08-20,313.04545566086944,324.95630605434764,318.63486151981215
2020-08-21,309.0572860183649,321.51292322538717,317.7163695026989
2020-08-24,312.4618070872633,320.3615101604822,317.48087374173923
2020-08-25,316.02365485532926,319.9998840338629,317.48111498884043
2020-08-26,319.31076613056496,320.2581849985485,317.6904686901959
2020-08-27,321.3771967240931,320.6925295099477,317.9734761106394
2020-08-28,318.5055557542375,319.69247572374053,317.74649890897456
2020-08-31,315.15840303424983,318.1349206282393,317.26789429260043
2020-09-01,314.63933620592593,317.19413795770004,316.94522061598656
2020-09-02,320.0994535093681,318.48435040893173,317.3995991206367
2020-09-03,319.63601337403554,318.49212515151464,317.4406422798706
2020-09-04,318.8484721701487,318.33081113160995,317.4192954796632
2020-09-08,314.7884012676808,316.85899385949057,316.9093330562458
2020-09-09,312.747646257502,315.55323285752695,316.39539579541486
2020-09-10,308.865124769998,313.339932697018,315.4925786806365
2020-09-11,311.0643901757847,312.90303145746606,315.14762941298625
2020-09-14,318.2619932827127,314.78705669966917,315.6408779471209
2020-09-15,319.87817530152563,315.78758215635116,315.8988384923668
2020-09-16,321.96202737699895,317.20496264189546,316.3579489342052
2020-09-17,324.64411952926355,319.1118973643859,317.0620102299612
2020-09-18,325.83055079335065,320.7773804448571,317.76252985975094
2020-09-21,317.2736079052636,318.892503507419,317.23243093616765
2020-09-22,316.3980848693251,318.43670352955206,317.1412824545438
2020-09-23,310.73557639661794,316.06048432224156,316.3245842168486
2020-09-24,308.7073968827585,314.20015144234145,315.5926644461509
2020-09-25,309.97196261008395,313.3566477491382,315.15465566792784
2020-09-28,313.2205338593131,313.5722477438216,315.07282715568
2020-09-29,312.35174401005474,312.8759651640845,314.6714325712822
2020-09-30,310.7889110619965,311.8794420552853,314.13486651605064
2020-10-01,308.4419618335139,310.451084196602,313.4026174513805
2020-10-02,308.9884794049088,309.84660981260436,312.91783111436865
2020-10-05,313.3836449946849,310.8668870291515,313.01224752250477
2020-10-06,314.8636101231081,311.56446516243017,313.0432599042989
2020-10-07,317.4963512575352,312.9382456030011,313.3621920944127
2020-10-08,323.8378611601151,316.059416732091,314.39090067447745
2020-10-09,326.05129474394016,318.5254756294132,315.3226354862358
"
3226,US,technical,"From November 29, 2022 to May 27, 2023, what proportion of days had the 5, 10, 20-day Triple Exponential Moving Average lines of PTC Inc. in short alignment? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",28.3422,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2022-06-08,115.5199966430664,117.43000030517578
2022-06-09,113.02999877929688,114.29000091552734
2022-06-10,109.08999633789062,110.86000061035156
2022-06-13,102.44000244140624,105.1999969482422
2022-06-14,99.88999938964844,102.91999816894533
2022-06-15,103.41999816894533,101.23999786376952
2022-06-16,100.27999877929688,100.6500015258789
2022-06-17,103.91000366210938,100.16999816894533
2022-06-21,106.13999938964844,104.93000030517578
2022-06-22,105.33999633789062,105.0500030517578
2022-06-23,108.51000213623048,106.22000122070312
2022-06-24,112.44000244140624,109.0500030517578
2022-06-27,112.19000244140624,112.1500015258789
2022-06-28,106.38999938964844,112.48999786376952
2022-06-29,107.0999984741211,106.62999725341795
2022-06-30,106.33999633789062,105.94000244140624
2022-07-01,107.0,106.25
2022-07-05,107.0999984741211,105.6500015258789
2022-07-06,105.73999786376952,107.36000061035156
2022-07-07,107.38999938964844,105.9000015258789
2022-07-08,106.9000015258789,106.7300033569336
2022-07-11,105.33000183105467,105.77999877929688
2022-07-12,103.1999969482422,105.58999633789062
2022-07-13,100.63999938964844,100.88999938964844
2022-07-14,100.26000213623048,99.75
2022-07-15,102.23999786376952,101.58999633789062
2022-07-18,102.41000366210938,103.47000122070312
2022-07-19,107.58999633789062,103.45999908447266
2022-07-20,110.88999938964844,107.72000122070312
2022-07-21,112.54000091552734,111.05999755859376
2022-07-22,111.18000030517578,112.52999877929688
2022-07-25,111.18000030517578,111.30999755859376
2022-07-26,111.27999877929688,110.87000274658205
2022-07-27,117.33999633789062,112.66000366210938
2022-07-28,125.80999755859376,118.97000122070312
2022-07-29,123.37999725341795,125.58999633789062
2022-08-01,122.19000244140624,122.31999969482422
2022-08-02,120.58999633789062,121.25
2022-08-03,121.72000122070312,121.08000183105467
2022-08-04,120.8499984741211,121.5999984741211
2022-08-05,120.3000030517578,119.11000061035156
2022-08-08,119.33000183105467,120.75
2022-08-09,119.87999725341795,118.87000274658205
2022-08-10,123.0199966430664,121.93000030517578
2022-08-11,124.0500030517578,123.93000030517578
2022-08-12,125.02999877929688,124.4000015258789
2022-08-15,125.16000366210938,124.91000366210938
2022-08-16,123.94000244140624,124.19000244140624
2022-08-17,122.47000122070312,122.58000183105467
2022-08-18,122.08999633789062,122.5
2022-08-19,119.5,120.9499969482422
2022-08-22,116.52999877929688,118.05999755859376
2022-08-23,114.66999816894533,116.19000244140624
2022-08-24,115.70999908447266,115.41999816894533
2022-08-25,119.31999969482422,116.75
2022-08-26,114.58999633789062,119.36000061035156
2022-08-29,114.5199966430664,113.22000122070312
2022-08-30,114.18000030517578,115.3000030517578
2022-08-31,114.88999938964844,115.31999969482422
2022-09-01,114.93000030517578,113.95999908447266
2022-09-02,115.0500030517578,115.72000122070312
2022-09-06,114.70999908447266,115.0500030517578
2022-09-07,118.51000213623048,115.0
2022-09-08,119.58999633789062,117.4499969482422
2022-09-09,119.97000122070312,120.75
2022-09-12,120.87999725341795,120.8499984741211
2022-09-13,117.16000366210938,117.3000030517578
2022-09-14,117.1500015258789,117.47000122070312
2022-09-15,114.98999786376952,116.08000183105467
2022-09-16,114.9000015258789,114.01000213623048
2022-09-19,114.72000122070312,113.31999969482422
2022-09-20,112.33000183105467,114.0199966430664
2022-09-21,111.75,113.36000061035156
2022-09-22,109.33999633789062,111.4000015258789
2022-09-23,106.04000091552734,108.77999877929688
2022-09-26,105.16999816894533,106.12999725341795
2022-09-27,104.23999786376952,106.8499984741211
2022-09-28,106.19000244140624,104.88999938964844
2022-09-29,105.66999816894533,105.18000030517578
2022-09-30,104.5999984741211,105.86000061035156
2022-10-03,107.4800033569336,105.81999969482422
2022-10-04,111.83999633789062,109.31999969482422
2022-10-05,112.2699966430664,110.45999908447266
2022-10-06,112.16999816894533,112.0500030517578
2022-10-07,110.16999816894533,110.20999908447266
2022-10-10,107.13999938964844,110.26000213623048
2022-10-11,107.16999816894533,106.77999877929688
2022-10-12,105.69000244140624,107.12000274658205
2022-10-13,108.16999816894533,103.05999755859376
2022-10-14,105.56999969482422,109.69000244140624
2022-10-17,108.38999938964844,108.6999969482422
2022-10-18,111.23999786376952,111.04000091552734
2022-10-19,108.62000274658205,110.13999938964844
2022-10-20,108.20999908447266,108.91000366210938
2022-10-21,112.38999938964844,108.7300033569336
2022-10-24,112.18000030517578,113.13999938964844
2022-10-25,115.36000061035156,112.4800033569336
2022-10-26,114.95999908447266,114.73999786376952
2022-10-27,113.5199966430664,115.66000366210938
2022-10-28,116.94000244140624,114.05999755859376
2022-10-31,117.83000183105467,116.06999969482422
2022-11-01,118.0199966430664,119.08000183105467
2022-11-02,115.7300033569336,118.9800033569336
2022-11-03,123.16999816894533,114.0999984741211
2022-11-04,124.23999786376952,124.16000366210938
2022-11-07,125.20999908447266,124.43000030517578
2022-11-08,125.4499969482422,125.29000091552734
2022-11-09,125.83000183105467,124.97000122070312
2022-11-10,129.77000427246094,130.25
2022-11-11,131.9199981689453,130.0
2022-11-14,130.2899932861328,131.10000610351562
2022-11-15,132.00999450683594,131.83999633789062
2022-11-16,129.8300018310547,130.30999755859375
2022-11-17,123.87000274658205,128.00999450683594
2022-11-18,123.3000030517578,125.47000122070312
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2023-03-21,120.0946938193257,118.9621367120004,117.07221250496065
2023-03-22,119.24032435062556,118.73681442696206,116.91113700330303
2023-03-23,119.82512859548861,119.25363705603904,117.18847400974312
2023-03-24,121.27417243462791,120.3993533815902,117.90219032387077
2023-03-27,122.88938421789709,121.83431794830292,118.90318748106549
2023-03-28,123.54139061503383,122.80557909116585,119.76947727209313
2023-03-29,124.731135761622,124.0801386147957,120.88181884399219
2023-03-30,125.8002351984793,125.31549050521518,122.05913204790076
2023-03-31,127.91529025560747,127.22305091967803,123.69220897218091
2023-04-03,128.55765050913402,128.33512506092183,124.9872443532506
2023-04-04,128.3194170330151,128.75882805325517,125.9170902766603
2023-04-05,127.03687205811723,128.27288574205397,126.28547485744775
2023-04-06,125.79493701547689,127.46690982051187,126.349518197362
2023-04-10,125.98497913472362,127.32807885494715,126.65674464513069
2023-04-11,125.8643066155864,127.02816157841984,126.80481088897047
2023-04-12,126.10232166246388,126.95239812338936,127.00627729490834
2023-04-13,127.68334578513023,127.8001232114117,127.6896440311191
2023-04-14,127.84745927831585,127.99772097054621,128.03969242043928
2023-04-17,128.82632727194073,128.70207417842465,128.65716019618267
2023-04-18,128.5366644120799,128.70318551464598,128.89543989337358
2023-04-19,126.94933257145215,127.75887934000684,128.54987768772608
2023-04-20,125.89942371494668,126.87444626261728,128.1169801759383
2023-04-21,126.13763898623542,126.68767487381187,127.9815389422965
2023-04-24,125.95177520002954,126.3366362526132,127.72379648504732
2023-04-25,124.59282576072746,125.25700123905455,127.00996281986174
2023-04-26,124.7566563446375,125.00033561201438,126.67057946884763
2023-04-27,123.59673806706668,124.01523712019201,125.90193660769293
2023-04-28,124.88655273843256,124.50024005040942,125.90321983772972
2023-05-01,125.39275959229559,124.78443198231443,125.85749615154235
2023-05-02,125.38025664194197,124.84718424933969,125.7294916003118
2023-05-03,125.17470538585711,124.78781607049132,125.55291403695371
2023-05-04,125.22692121936089,124.86163813177302,125.4620072704154
2023-05-05,127.95060547100451,126.66424867616068,126.38351246052738
2023-05-08,129.46708121980208,128.1086105481341,127.27302275447069
2023-05-09,129.6709609800372,128.83367992226948,127.87230932294048
2023-05-10,130.5152556933168,129.84934389333864,128.68177602634893
2023-05-11,130.12095335023048,130.06358592863424,129.09469798727912
2023-05-12,130.27889631887948,130.42940620378045,129.57738188166235
2023-05-15,130.7558469847915,130.92555009442444,130.13124217482712
2023-05-16,130.16344908101644,130.7257590010522,130.29288850371466
2023-05-17,131.1884055639032,131.39445338703223,130.89522567454554
2023-05-18,133.13691343002785,132.77778847380677,131.9326114847213
2023-05-19,134.1980849994857,133.82755651762542,132.86385825037823
2023-05-22,134.9124033547276,134.69544148069542,133.73549767129902
2023-05-23,132.36644281415536,133.43992054168177,133.4113410979665
2023-05-24,130.82430499127028,132.3013822073168,132.9827907522092
2023-05-25,130.59664593020065,131.76295582154017,132.75527858458992
2023-05-26,130.64243380865702,131.42859071773222,132.5711715776719
"
3227,US,technical,"During April 12, 2023 to December 25, 2023, what percentage of trading days showed long alignment of PPL Corporation's 10, 20, 30-day Triple Exponential Moving Average lines? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",30.2583,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2022-07-25,27.850000381469727,27.290000915527344
2022-07-26,28.040000915527344,27.850000381469727
2022-07-27,28.07999992370605,27.959999084472656
2022-07-28,28.790000915527344,28.299999237060547
2022-07-29,29.07999992370605,28.71999931335449
2022-08-01,29.0,29.040000915527344
2022-08-02,29.100000381469727,29.06999969482422
2022-08-03,28.989999771118164,29.170000076293945
2022-08-04,28.600000381469727,29.030000686645508
2022-08-05,28.06999969482422,28.56999969482422
2022-08-08,28.149999618530277,28.200000762939453
2022-08-09,28.479999542236328,28.270000457763672
2022-08-10,29.0,28.709999084472656
2022-08-11,29.43000030517578,29.049999237060547
2022-08-12,30.290000915527344,29.6200008392334
2022-08-15,30.600000381469727,30.450000762939453
2022-08-16,30.90999984741211,30.520000457763672
2022-08-17,30.82999992370605,30.71999931335449
2022-08-18,30.90999984741211,30.799999237060547
2022-08-19,30.809999465942383,30.920000076293945
2022-08-22,30.229999542236328,30.61000061035156
2022-08-23,30.229999542236328,30.25
2022-08-24,30.21999931335449,30.229999542236328
2022-08-25,30.34000015258789,30.21999931335449
2022-08-26,29.790000915527344,30.40999984741211
2022-08-29,29.8799991607666,29.670000076293945
2022-08-30,29.350000381469727,29.850000381469727
2022-08-31,29.07999992370605,29.3700008392334
2022-09-01,29.280000686645508,29.059999465942383
2022-09-02,28.940000534057617,29.32999992370605
2022-09-06,28.81999969482422,29.01000022888184
2022-09-07,29.59000015258789,28.96999931335449
2022-09-08,29.6200008392334,29.26000022888184
2022-09-09,29.850000381469727,29.790000915527344
2022-09-12,30.15999984741211,29.86000061035156
2022-09-13,29.420000076293945,29.850000381469727
2022-09-14,29.6200008392334,29.450000762939453
2022-09-15,28.8799991607666,29.399999618530277
2022-09-16,28.920000076293945,28.8799991607666
2022-09-19,29.350000381469727,28.84000015258789
2022-09-20,28.899999618530277,29.25
2022-09-21,28.43000030517578,29.020000457763672
2022-09-22,28.3799991607666,28.459999084472656
2022-09-23,28.149999618530277,28.15999984741211
2022-09-26,27.5,28.06999969482422
2022-09-27,27.11000061035156,27.6299991607666
2022-09-28,27.36000061035156,27.440000534057617
2022-09-29,25.950000762939453,27.280000686645508
2022-09-30,25.350000381469727,26.049999237060547
2022-10-03,26.059999465942383,25.93000030517578
2022-10-04,26.65999984741211,26.13999938964844
2022-10-05,26.1200008392334,26.309999465942383
2022-10-06,25.440000534057617,26.149999618530277
2022-10-07,24.68000030517578,25.25
2022-10-10,24.8700008392334,24.780000686645508
2022-10-11,24.739999771118164,24.75
2022-10-12,23.979999542236328,24.68000030517578
2022-10-13,24.670000076293945,23.59000015258789
2022-10-14,24.5,24.8700008392334
2022-10-17,24.88999938964844,24.8799991607666
2022-10-18,25.38999938964844,25.299999237060547
2022-10-19,25.32999992370605,25.11000061035156
2022-10-20,24.989999771118164,25.350000381469727
2022-10-21,25.690000534057617,25.149999618530277
2022-10-24,25.459999084472656,25.8799991607666
2022-10-25,25.959999084472656,25.530000686645508
2022-10-26,25.700000762939453,26.100000381469727
2022-10-27,25.90999984741211,25.8799991607666
2022-10-28,26.51000022888184,25.93000030517578
2022-10-31,26.489999771118164,26.46999931335449
2022-11-01,26.56999969482422,26.6200008392334
2022-11-02,26.1200008392334,26.399999618530277
2022-11-03,26.57999992370605,25.959999084472656
2022-11-04,27.0,26.709999084472656
2022-11-07,26.780000686645508,26.979999542236328
2022-11-08,27.100000381469727,26.8700008392334
2022-11-09,26.68000030517578,27.020000457763672
2022-11-10,27.729999542236328,27.38999938964844
2022-11-11,27.40999984741211,27.739999771118164
2022-11-14,27.100000381469727,27.299999237060547
2022-11-15,27.489999771118164,27.34000015258789
2022-11-16,27.899999618530277,27.479999542236328
2022-11-17,27.670000076293945,27.61000061035156
2022-11-18,28.09000015258789,27.979999542236328
2022-11-21,28.21999931335449,28.01000022888184
2022-11-22,28.739999771118164,28.3700008392334
2022-11-23,29.11000061035156,28.65999984741211
2022-11-25,29.229999542236328,29.149999618530277
2022-11-28,29.100000381469727,29.040000915527344
2022-11-29,29.020000457763672,28.950000762939453
2022-11-30,29.520000457763672,28.920000076293945
2022-12-01,29.290000915527344,29.65999984741211
2022-12-02,29.18000030517578,29.0
2022-12-05,29.07999992370605,28.950000762939453
2022-12-06,29.299999237060547,29.07999992370605
2022-12-07,28.979999542236328,29.25
2022-12-08,29.059999465942383,28.75
2022-12-09,28.950000762939453,28.96999931335449
2022-12-12,29.450000762939453,29.09000015258789
2022-12-13,29.34000015258789,29.790000915527344
2022-12-14,29.420000076293945,29.420000076293945
2022-12-15,29.36000061035156,29.51000022888184
2022-12-16,29.1299991607666,29.07999992370605
2022-12-19,29.11000061035156,29.209999084472656
2022-12-20,29.15999984741211,29.1200008392334
2022-12-21,29.399999618530277,29.26000022888184
2022-12-22,29.18000030517578,29.290000915527344
2022-12-23,29.540000915527344,29.100000381469727
2022-12-27,29.690000534057617,29.6200008392334
2022-12-28,29.440000534057617,29.729999542236328
2022-12-29,29.65999984741211,29.600000381469727
2022-12-30,29.21999931335449,29.6299991607666
2023-01-03,29.200000762939453,29.309999465942383
2023-01-04,29.93000030517578,29.350000381469727
2023-01-05,29.239999771118164,29.71999931335449
2023-01-06,29.959999084472656,29.56999969482422
2023-01-09,30.170000076293945,29.90999984741211
2023-01-10,30.170000076293945,30.11000061035156
2023-01-11,30.799999237060547,30.100000381469727
2023-01-12,30.71999931335449,30.84000015258789
2023-01-13,30.61000061035156,30.450000762939453
2023-01-17,30.59000015258789,30.649999618530277
2023-01-18,29.709999084472656,30.6299991607666
2023-01-19,29.149999618530277,29.63999938964844
2023-01-20,29.31999969482422,29.15999984741211
2023-01-23,29.31999969482422,29.229999542236328
2023-01-24,29.489999771118164,29.18000030517578
2023-01-25,29.5,29.200000762939453
2023-01-26,29.68000030517578,29.450000762939453
2023-01-27,29.6299991607666,29.6299991607666
2023-01-30,29.450000762939453,29.489999771118164
2023-01-31,29.600000381469727,29.51000022888184
2023-02-01,29.61000061035156,29.459999084472656
2023-02-02,29.38999938964844,29.700000762939453
2023-02-03,28.65999984741211,29.15999984741211
2023-02-06,28.84000015258789,28.59000015258789
2023-02-07,28.75,28.700000762939453
2023-02-08,28.3700008392334,28.649999618530277
2023-02-09,28.059999465942383,28.440000534057617
2023-02-10,28.65999984741211,28.11000061035156
2023-02-13,28.809999465942383,28.63999938964844
2023-02-14,28.540000915527344,28.75
2023-02-15,28.68000030517578,28.420000076293945
2023-02-16,28.450000762939453,28.520000457763672
2023-02-17,28.809999465942383,28.43000030517578
2023-02-21,27.81999969482422,28.209999084472656
2023-02-22,27.709999084472656,28.01000022888184
2023-02-23,27.86000061035156,27.709999084472656
2023-02-24,27.690000534057617,27.76000022888184
2023-02-27,27.549999237060547,27.700000762939453
2023-02-28,27.06999969482422,27.530000686645508
2023-03-01,26.68000030517578,26.809999465942383
2023-03-02,27.1200008392334,26.68000030517578
2023-03-03,27.38999938964844,27.34000015258789
2023-03-06,27.479999542236328,27.38999938964844
2023-03-07,26.8799991607666,27.5
2023-03-08,27.0,26.93000030517578
2023-03-09,26.57999992370605,26.82999992370605
2023-03-10,26.25,26.63999938964844
2023-03-13,26.76000022888184,26.020000457763672
2023-03-14,26.989999771118164,27.01000022888184
2023-03-15,27.239999771118164,26.81999969482422
2023-03-16,27.200000762939453,27.09000015258789
2023-03-17,26.82999992370605,27.020000457763672
2023-03-20,27.270000457763672,26.950000762939453
2023-03-21,26.780000686645508,27.3799991607666
2023-03-22,26.26000022888184,26.700000762939453
2023-03-23,25.90999984741211,26.31999969482422
2023-03-24,26.780000686645508,25.90999984741211
2023-03-27,26.959999084472656,26.8700008392334
2023-03-28,27.09000015258789,27.020000457763672
2023-03-29,27.530000686645508,27.280000686645508
2023-03-30,27.549999237060547,27.63999938964844
2023-03-31,27.790000915527344,27.600000381469727
2023-04-03,27.57999992370605,27.670000076293945
2023-04-04,27.549999237060547,27.559999465942383
2023-04-05,28.3799991607666,27.649999618530277
2023-04-06,28.549999237060547,28.51000022888184
2023-04-10,28.63999938964844,28.440000534057617
2023-04-11,28.82999992370605,28.670000076293945
2023-04-12,28.65999984741211,28.989999771118164
2023-04-13,28.76000022888184,28.530000686645508
2023-04-14,28.56999969482422,28.57999992370605
2023-04-17,28.71999931335449,28.670000076293945
2023-04-18,28.489999771118164,28.61000061035156
2023-04-19,28.700000762939453,28.56999969482422
2023-04-20,28.600000381469727,28.75
2023-04-21,28.690000534057617,28.799999237060547
2023-04-24,28.670000076293945,28.770000457763672
2023-04-25,28.700000762939453,28.63999938964844
2023-04-26,28.32999992370605,28.479999542236328
2023-04-27,28.770000457763672,28.350000381469727
2023-04-28,28.71999931335449,28.729999542236328
2023-05-01,28.770000457763672,28.71999931335449
2023-05-02,28.5,28.75
2023-05-03,28.489999771118164,28.63999938964844
2023-05-04,28.700000762939453,28.709999084472656
2023-05-05,28.75,28.6200008392334
2023-05-08,28.59000015258789,28.68000030517578
2023-05-09,28.540000915527344,28.489999771118164
2023-05-10,28.76000022888184,28.739999771118164
2023-05-11,28.38999938964844,28.700000762939453
2023-05-12,28.450000762939453,28.549999237060547
2023-05-15,28.13999938964844,28.479999542236328
2023-05-16,27.56999969482422,28.15999984741211
2023-05-17,27.600000381469727,27.670000076293945
2023-05-18,27.21999931335449,27.32999992370605
2023-05-19,27.059999465942383,27.36000061035156
2023-05-22,27.030000686645508,27.1200008392334
2023-05-23,26.780000686645508,26.989999771118164
2023-05-24,26.440000534057617,26.780000686645508
2023-05-25,26.0,26.31999969482422
2023-05-26,26.01000022888184,25.989999771118164
2023-05-30,26.09000015258789,26.030000686645508
2023-05-31,26.200000762939453,26.07999992370605
2023-06-01,26.100000381469727,26.290000915527344
2023-06-02,26.520000457763672,26.020000457763672
2023-06-05,26.6299991607666,26.520000457763672
2023-06-06,26.59000015258789,26.770000457763672
2023-06-07,27.0,26.670000076293945
2023-06-08,26.84000015258789,26.700000762939453
2023-06-09,26.81999969482422,26.850000381469727
2023-06-12,26.809999465942383,26.850000381469727
2023-06-13,26.899999618530277,26.6200008392334
2023-06-14,26.86000061035156,27.0
2023-06-15,27.01000022888184,26.96999931335449
2023-06-16,26.989999771118164,26.96999931335449
2023-06-20,26.700000762939453,26.90999984741211
2023-06-21,26.88999938964844,26.57999992370605
2023-06-22,26.71999931335449,26.959999084472656
2023-06-23,26.3799991607666,26.76000022888184
2023-06-26,26.530000686645508,26.51000022888184
2023-06-27,26.6299991607666,26.540000915527344
2023-06-28,26.200000762939453,26.6200008392334
2023-06-29,26.18000030517578,26.059999465942383
2023-06-30,26.459999084472656,26.170000076293945
2023-07-03,26.670000076293945,26.3700008392334
2023-07-05,26.71999931335449,26.530000686645508
2023-07-06,26.559999465942383,26.520000457763672
2023-07-07,26.209999084472656,26.43000030517578
2023-07-10,25.959999084472656,26.13999938964844
2023-07-11,26.299999237060547,25.940000534057617
2023-07-12,26.690000534057617,26.479999542236328
2023-07-13,26.850000381469727,26.6299991607666
2023-07-14,26.76000022888184,26.729999542236328
2023-07-17,26.450000762939453,26.71999931335449
2023-07-18,26.31999969482422,26.479999542236328
2023-07-19,27.0,26.3700008392334
2023-07-20,27.38999938964844,27.11000061035156
2023-07-21,27.88999938964844,27.5
2023-07-24,27.799999237060547,27.93000030517578
2023-07-25,27.96999931335449,27.799999237060547
2023-07-26,28.059999465942383,27.920000076293945
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2023-07-06,26.56330155740366,26.51050752172437,26.378130554527203
2023-07-07,26.40853384592512,26.428020884037863,26.32337802729198
2023-07-10,26.193255801332896,26.29701373139387,26.231781946361995
2023-07-11,26.207259693972706,26.279773960811323,26.21504194059343
2023-07-12,26.398427150605894,26.368883790326894,26.27293689685895
2023-07-13,26.601682269185613,26.485049849779344,26.354307756074633
2023-07-14,26.696207740133357,26.557845113351128,26.41063787338349
2023-07-17,26.61597879170977,26.53748400969336,26.404920606504298
2023-07-18,26.500424418423584,26.487357449743673,26.37742205905328
2023-07-19,26.7295352424382,26.623093408741422,26.477729006227523
2023-07-20,27.05717895567903,26.835463689820124,26.637148177433737
2023-07-21,27.49597718853859,27.13812800355612,26.86786474370884
2023-07-24,27.736505801218854,27.360318566782126,27.053458062144962
2023-07-25,27.95761157046689,27.582767366856874,27.246163306954493
2023-07-26,28.12751646415322,27.783656009989997,27.4301075444974
2023-07-27,27.963496164466356,27.794807077691996,27.48624820576498
2023-07-28,27.822591083390925,27.790417442376434,27.52819656956544
2023-07-31,27.747062821247823,27.799517091238286,27.57578143363214
2023-08-01,27.59660085841943,27.7498967367439,27.579276805618886
2023-08-02,27.48963587770927,27.704465171652682,27.58044485257363
2023-08-03,27.09825293366705,27.48141296098472,27.452695285626525
2023-08-04,26.589225005503657,27.15282489980521,27.23954521391531
2023-08-07,26.27145950270484,26.889937495225027,27.057314950602034
2023-08-08,26.06969622663787,26.67212521201063,26.895426198644568
2023-08-09,26.01168366624928,26.528809790642832,26.777177966676913
2023-08-10,25.932507446077434,26.379940948098024,26.650331042269453
2023-08-11,25.933297884992538,26.281664979477927,26.55433829204137
2023-08-14,25.87772299848198,26.16306689285961,26.442088362749303
2023-08-15,25.611159350866217,25.92967911614403,26.246939645761632
2023-08-16,25.394379614415257,25.712007152297602,26.05575619610372
2023-08-17,25.172387836232172,25.484816194358693,25.852162737408474
2023-08-18,25.111277060667632,25.344096350228376,25.703423335306322
2023-08-21,25.053788456108947,25.215135871765295,25.561347078370385
2023-08-22,25.069687413264916,25.13763535670251,25.45438864277945
2023-08-23,25.05586262381773,25.05830919865275,25.347546691808283
2023-08-24,24.983863027789074,24.956741072763343,25.226458389871866
2023-08-25,25.052712760668786,24.940774224643835,25.165604044823834
2023-08-28,25.110030649679267,24.935104551965537,25.115859350427566
2023-08-29,25.156998553084023,24.937495081894923,25.07584563215865
2023-08-30,25.17679143604434,24.935706647191214,25.0370753079819
2023-08-31,25.054690905759827,24.86007480045542,24.950401196504473
2023-09-01,24.905532275496128,24.76273641713132,24.849032225360453
2023-09-05,24.599524005154066,24.567318577303197,24.678696287838918
2023-09-06,24.453783407632148,24.442455588364055,24.553384828065933
2023-09-07,24.422311711721562,24.3783904144571,24.469517994656538
2023-09-08,24.516965915531088,24.39269707484084,24.441976452011776
2023-09-11,24.71651178107131,24.48382234053605,24.472773753754883
2023-09-12,24.87385304965997,24.574878370540382,24.510939429476235
2023-09-13,25.116627530710534,24.732445766171093,24.60245557887591
2023-09-14,25.417227016167935,24.946047308270828,24.74215865237241
2023-09-15,25.60264021927365,25.11864895056403,24.86375892814041
2023-09-18,25.720976417037836,25.26422543878217,24.97450071113128
2023-09-19,25.715936231677148,25.342589367323992,25.044509783208657
2023-09-20,25.77331199234635,25.448241251369012,25.136574140882317
2023-09-21,25.61086744446449,25.425247034561952,25.142478222445003
2023-09-22,25.43909694235665,25.374514906358662,25.127183660073406
2023-09-25,25.260350398510987,25.298669524256496,25.091470932135266
2023-09-26,24.809091555024015,25.046965987231378,24.929093156422763
2023-09-27,24.3619586725316,24.75590324684026,24.72859037646941
2023-09-28,23.82073015594923,24.374337898225953,24.453410403370338
2023-09-29,23.5583760149084,24.1122694754459,24.247587057945307
2023-10-02,22.949098659469733,23.640845496161408,23.887187109728874
2023-10-03,22.763785728905603,23.373187930413767,23.653233367299446
2023-10-04,22.63946161245567,23.144201737183277,23.439885790600858
2023-10-05,22.609176670515215,22.978829794788368,23.266737964311854
2023-10-06,22.83398972574446,22.97757321937692,23.207056960496416
2023-10-09,23.147514415831466,23.06643637723907,23.215953114872022
2023-10-10,23.422483455594016,23.176397761759613,23.24846712857492
2023-10-11,23.727908064784266,23.338887960735423,23.32679263468406
2023-10-12,23.7263522072088,23.359027870350772,23.316140023714507
2023-10-13,23.8328513779845,23.443311578595154,23.354294759834385
2023-10-16,24.03312670077773,23.59242495501726,23.444029202569045
2023-10-17,24.175869857081416,23.72621510768769,23.531435041290603
2023-10-18,24.200592606931593,23.802337396647797,23.585604975452792
2023-10-19,24.09578135586895,23.80194216471166,23.590429036870244
2023-10-20,23.991647705611836,23.787810332187828,23.586324414927148
2023-10-23,23.88129322964486,23.757124381826554,23.570662165201476
2023-10-24,24.013204122308686,23.852912660282414,23.6427165463836
2023-10-25,24.20765780947363,23.994840538007686,23.751458893649012
2023-10-26,24.495647393677473,24.204897101949403,23.91373362664744
2023-10-27,24.47173310914338,24.257014243376986,23.973727924135012
2023-10-30,24.495633288604413,24.32696451823788,24.04721431804063
2023-10-31,24.584251774827035,24.429353732592485,24.144968042921718
2023-11-01,24.693581289807984,24.54489939913357,24.254619323855284
2023-11-02,24.929166588177022,24.735532832630522,24.419705694809853
2023-11-03,25.20669042687532,24.963559339969315,24.616601242923444
2023-11-06,25.27858371268131,25.088932943148983,24.74837427716988
2023-11-07,25.663931573736818,25.388897668971005,25.00406791430846
2023-11-08,25.777525743023446,25.555940952119755,25.17551573674364
2023-11-09,25.630320099170614,25.569135440900435,25.24190092007229
2023-11-10,25.578147748032965,25.60928816289549,25.32307680853001
2023-11-13,25.3536288502539,25.5342545079583,25.320964242582328
2023-11-14,25.551569487587507,25.67143193701316,25.459900107821685
2023-11-15,25.703454144423112,25.793137101733265,25.589792702853728
2023-11-16,25.895053245421295,25.94331568250287,25.740516181724818
2023-11-17,26.043786181731242,26.07752267454001,25.88199643054162
2023-11-20,26.166979944099523,26.200868887000485,26.016924534454958
2023-11-21,26.299576633940813,26.33060187793472,26.156753011808277
2023-11-22,26.343050394487513,26.410842067168122,26.26255735334598
2023-11-24,26.39052242047574,26.486761346787425,26.363786331749548
2023-11-27,26.378343153366426,26.52286562046383,26.435495886359366
2023-11-28,26.427125477014748,26.583593991057896,26.52118532086964
2023-11-29,26.28722726543145,26.532390601597605,26.526574976790112
2023-11-30,26.226789407902864,26.506698765490206,26.54332415967435
2023-12-01,26.344459909562772,26.572544559062806,26.619093530907797
2023-12-04,26.364517192637596,26.589106475026668,26.6595021905232
2023-12-05,26.219372804183152,26.508428108552724,26.629072002664333
2023-12-06,26.259554865315174,26.517288736111745,26.654649663096787
2023-12-07,26.17642048802735,26.457325289382013,26.62965958489083
2023-12-08,26.10653480861831,26.395950148635098,26.59863606539505
2023-12-11,26.182789900138708,26.411849244505564,26.616939913835154
2023-12-12,26.16237225008478,26.37985679332567,26.600585375548665
2023-12-13,26.646774432408932,26.63575375250195,26.782500631163074
2023-12-14,26.863519892746872,26.7819709827283,26.896666590647996
2023-12-15,26.93649872738211,26.86093409410768,26.967613346127255
2023-12-18,26.939092339210248,26.90010282273056,27.011518909149746
2023-12-19,26.958541859276483,26.94300378714181,27.05714064662302
2023-12-20,26.75057150263532,26.851585946537554,27.00818696576079
2023-12-21,26.59668851543474,26.767373229695963,26.958213386204378
2023-12-22,26.686387054920992,26.806522663690185,26.989209043381692
"
3228,US,technical,"For Smurfit Westrock from March 13, 2022 to April 14, 2022, what percentage of days were the 5, 20, 60-day Triple Exponential Moving Average lines in short alignment? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.7053,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2020-10-07,39.93000030517578,39.93000030517578
2020-10-08,39.84999847412109,39.36000061035156
2020-10-09,39.95000076293945,42.0
2020-10-12,40.83000183105469,40.83000183105469
2020-10-13,39.70000076293945,39.720001220703125
2020-10-14,40.38999938964844,40.38999938964844
2020-10-15,40.38999938964844,40.38999938964844
2020-10-16,40.38999938964844,40.38999938964844
2020-10-19,40.38999938964844,40.38999938964844
2020-10-20,40.38999938964844,40.38999938964844
2020-10-21,40.38999938964844,40.38999938964844
2020-10-22,39.650001525878906,39.68999862670898
2020-10-23,39.650001525878906,39.650001525878906
2020-10-26,40.56999969482422,40.56999969482422
2020-10-27,37.790000915527344,37.790000915527344
2020-10-28,36.7400016784668,36.27999877929688
2020-10-29,38.540000915527344,38.75
2020-10-30,38.540000915527344,38.540000915527344
2020-11-02,37.9900016784668,37.9900016784668
2020-11-03,37.9900016784668,37.9900016784668
2020-11-04,41.04999923706055,41.04999923706055
2020-11-05,41.45000076293945,43.61000061035156
2020-11-06,43.18000030517578,43.18000030517578
2020-11-09,43.18000030517578,43.18000030517578
2020-11-10,43.18000030517578,43.18000030517578
2020-11-11,42.4900016784668,42.4900016784668
2020-11-12,41.869998931884766,41.869998931884766
2020-11-13,42.900001525878906,43.68999862670898
2020-11-16,42.34000015258789,42.52999877929688
2020-11-17,43.13999938964844,42.790000915527344
2020-11-18,43.13999938964844,43.13999938964844
2020-11-19,41.650001525878906,41.68999862670898
2020-11-20,41.84000015258789,42.630001068115234
2020-11-23,41.84000015258789,41.84000015258789
2020-11-24,41.54999923706055,43.66999816894531
2020-11-25,40.75,40.75
2020-11-27,40.75,40.75
2020-11-30,44.04999923706055,44.04999923706055
2020-12-01,44.04999923706055,44.04999923706055
2020-12-02,42.90999984741211,42.84999847412109
2020-12-03,42.90999984741211,42.90999984741211
2020-12-04,44.22999954223633,44.22999954223633
2020-12-07,43.84000015258789,43.84000015258789
2020-12-08,43.84000015258789,43.84000015258789
2020-12-09,45.5099983215332,45.5099983215332
2020-12-10,46.79999923706055,46.7599983215332
2020-12-11,46.79999923706055,46.79999923706055
2020-12-14,45.20000076293945,45.20000076293945
2020-12-15,45.20000076293945,45.20000076293945
2020-12-16,45.619998931884766,45.619998931884766
2020-12-17,45.619998931884766,45.619998931884766
2020-12-18,46.400001525878906,47.459999084472656
2020-12-21,46.400001525878906,46.400001525878906
2020-12-22,46.400001525878906,46.400001525878906
2020-12-23,47.04999923706055,47.04999923706055
2020-12-24,47.04999923706055,47.04999923706055
2020-12-28,47.04999923706055,47.04999923706055
2020-12-29,47.04999923706055,47.04999923706055
2020-12-30,47.04999923706055,47.04999923706055
2020-12-31,47.04999923706055,47.04999923706055
2021-01-04,47.61000061035156,47.61000061035156
2021-01-05,47.61000061035156,47.61000061035156
2021-01-06,47.61000061035156,47.61000061035156
2021-01-07,47.61000061035156,47.61000061035156
2021-01-08,49.209999084472656,48.959999084472656
2021-01-11,47.900001525878906,47.93999862670898
2021-01-12,47.900001525878906,47.900001525878906
2021-01-13,47.900001525878906,47.900001525878906
2021-01-14,49.84000015258789,49.84000015258789
2021-01-15,47.68999862670898,47.88999938964844
2021-01-19,47.68999862670898,47.68999862670898
2021-01-20,47.68999862670898,47.68999862670898
2021-01-21,47.68999862670898,47.68999862670898
2021-01-22,47.68999862670898,47.68999862670898
2021-01-25,47.68999862670898,47.68999862670898
2021-01-26,47.68999862670898,47.68999862670898
2021-01-27,47.68999862670898,47.68999862670898
2021-01-28,47.68999862670898,47.68999862670898
2021-01-29,49.0099983215332,49.0099983215332
2021-02-01,46.58000183105469,46.58000183105469
2021-02-02,46.58000183105469,46.58000183105469
2021-02-03,46.58000183105469,46.58000183105469
2021-02-04,50.59999847412109,50.59999847412109
2021-02-05,50.59999847412109,50.59999847412109
2021-02-08,50.59999847412109,50.59999847412109
2021-02-09,50.59999847412109,50.59999847412109
2021-02-10,50.59999847412109,50.59999847412109
2021-02-11,50.400001525878906,50.400001525878906
2021-02-12,51.540000915527344,51.540000915527344
2021-02-16,51.540000915527344,51.540000915527344
2021-02-17,49.900001525878906,49.900001525878906
2021-02-18,49.900001525878906,49.900001525878906
2021-02-19,49.900001525878906,49.900001525878906
2021-02-22,49.900001525878906,49.900001525878906
2021-02-23,48.13999938964844,48.13999938964844
2021-02-24,48.13999938964844,48.13999938964844
2021-02-25,48.13999938964844,48.13999938964844
2021-02-26,48.13999938964844,48.13999938964844
2021-03-01,48.13999938964844,48.13999938964844
2021-03-02,48.13999938964844,48.13999938964844
2021-03-03,48.13999938964844,48.13999938964844
2021-03-04,49.02999877929688,49.02999877929688
2021-03-05,49.02999877929688,49.02999877929688
2021-03-08,46.060001373291016,46.13999938964844
2021-03-09,46.060001373291016,46.060001373291016
2021-03-10,46.060001373291016,46.060001373291016
2021-03-11,46.060001373291016,46.060001373291016
2021-03-12,49.060001373291016,49.060001373291016
2021-03-15,46.900001525878906,46.81999969482422
2021-03-16,46.900001525878906,46.900001525878906
2021-03-17,46.900001525878906,46.900001525878906
2021-03-18,46.900001525878906,46.900001525878906
2021-03-19,46.900001525878906,46.900001525878906
2021-03-22,46.900001525878906,46.900001525878906
2021-03-23,46.900001525878906,46.900001525878906
2021-03-24,46.900001525878906,46.900001525878906
2021-03-25,46.900001525878906,46.900001525878906
2021-03-26,46.900001525878906,46.900001525878906
2021-03-29,46.900001525878906,46.900001525878906
2021-03-30,46.900001525878906,46.900001525878906
2021-03-31,45.84999847412109,45.93000030517578
2021-04-01,45.84999847412109,45.84999847412109
2021-04-05,45.84999847412109,45.84999847412109
2021-04-06,45.84999847412109,45.84999847412109
2021-04-07,50.59000015258789,50.59000015258789
2021-04-08,48.95000076293945,48.95000076293945
2021-04-09,50.02000045776367,49.70000076293945
2021-04-12,50.02000045776367,50.02000045776367
2021-04-13,49.84999847412109,49.84999847412109
2021-04-14,47.66999816894531,47.720001220703125
2021-04-15,50.220001220703125,50.040000915527344
2021-04-16,50.63999938964844,50.290000915527344
2021-04-19,50.63999938964844,50.63999938964844
2021-04-20,50.41999816894531,48.40999984741211
2021-04-21,49.97999954223633,50.060001373291016
2021-04-22,49.97999954223633,49.97999954223633
2021-04-23,49.97999954223633,49.97999954223633
2021-04-26,49.97999954223633,49.97999954223633
2021-04-27,48.0,50.59000015258789
2021-04-28,49.11000061035156,48.15999984741211
2021-04-29,49.11000061035156,49.11000061035156
2021-04-30,49.11000061035156,49.11000061035156
2021-05-03,49.11000061035156,49.11000061035156
2021-05-04,48.47999954223633,48.47999954223633
2021-05-05,52.380001068115234,52.380001068115234
2021-05-06,53.29999923706055,55.0099983215332
2021-05-07,53.29999923706055,53.29999923706055
2021-05-10,53.29999923706055,53.29999923706055
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2021-09-24,56.721302632143605,56.48223892590892,57.192318471787836
2021-09-27,55.9137061141392,56.217255335618084,57.064640693329906
2021-09-28,52.42759941405742,54.8432214803571,56.518564057599775
2021-09-29,50.98953276170472,53.72504045950873,56.00675385364807
2021-09-30,50.53558665738713,52.8225883009174,55.52739080418198
2021-10-01,52.165898778098025,52.71094260047999,55.30239493082724
2021-10-04,53.33939724929198,52.76594949375637,55.13859793433391
2021-10-05,53.87813960483973,52.829402266318354,54.98556201011786
2021-10-06,54.09179365461324,52.89846136861456,54.842709262004725
2021-10-07,54.8310726313434,53.22240676309149,54.801805291053554
2021-10-08,55.10661098748369,53.501473668723705,54.76402495101941
2021-10-11,55.16639725931883,53.741415949724335,54.72919563641597
2021-10-12,55.13763095087019,53.94728485626103,54.69715308749536
2021-10-13,55.08202429927146,54.12351197131849,54.66774101590482
2021-10-14,55.02688052491952,54.273982606802576,54.6408107463332
2021-10-15,54.98221182769586,54.40210072756136,54.6162208734874
2021-10-18,51.71992599783955,53.32035168504604,54.157002569254786
2021-10-19,50.59893925471093,52.53701108703592,53.76340214550497
2021-10-20,50.242336742002,51.90651987169899,53.39626229632606
2021-10-21,48.83532431299304,50.89330484225726,52.86664092673323
2021-10-22,48.35351549695977,50.08133506793346,52.37279906769002
2021-10-25,48.84766076112888,49.645431976992384,51.98889765296158
2021-10-26,49.17258243144161,49.3119576408002,51.63198473801786
2021-10-27,50.92451115363081,49.63363986803021,51.509919767782
2021-10-28,51.697107823709615,49.91962088456515,51.398308444584
2021-10-29,51.9804474053103,50.17343657394342,51.29651964754971
2021-11-01,52.03608766683311,50.398306147576655,51.20395492309776
2021-11-02,51.99849961295298,50.59715724803041,51.12004693864853
2021-11-03,53.53049668798881,51.361413193604186,51.2602961313697
2021-11-04,54.13887151579955,51.99631325239011,51.3941458745255
2021-11-05,54.3107102958964,52.52095967254419,51.5218748316446
2021-11-08,54.29714647827898,52.951856612089976,51.64374995144966
2021-11-09,54.22115967782188,53.30324440379841,51.76002694701033
2021-11-10,52.49855544301746,52.98306636921563,51.64920224129195
2021-11-11,52.281386895803585,52.91719267904926,51.62091997164414
2021-11-12,52.23022840669945,52.860840762481466,51.59658982200281
2021-11-15,52.13669817714299,52.771114753143245,51.56071480036171
2021-11-16,53.41905947515744,53.17059699083971,51.703417822206
2021-11-17,53.9888845619498,53.49502608321782,51.83894772845135
2021-11-18,53.585081147145495,53.527888653736966,51.883889165301376
2021-11-19,53.157296288296735,53.46912673034912,51.8982407034423
2021-11-22,51.62526714453229,52.92323499959817,51.7326049901262
2021-11-23,50.98527339241363,52.47320508353659,51.579440121564666
2021-11-24,50.77679691671521,52.1043864416505,51.43802266866098
2021-11-26,51.885159259187176,52.21916466576401,51.45993937252341
2021-11-29,52.412448717633374,52.31531781938658,51.48239103644197
2021-11-30,52.63855080322483,52.3954895397025,51.505296020388
2021-12-01,52.71610602017484,52.46197579388014,51.52857821682637
2021-12-02,52.72598092023328,52.51676836669235,51.55216675096488
2021-12-03,52.66005793045662,52.54343747226404,51.56933375726593
2021-12-06,52.615802179726174,52.564975281257524,51.58711191783857
2021-12-07,52.37589234457604,52.504340920730954,51.57686970961267
2021-12-08,53.85221342316083,53.03791392641259,51.78306943795932
2021-12-09,54.478289551250285,53.47300315972289,51.97752027512273
2021-12-10,53.47352222177193,53.37624656866372,51.9961701747834
2021-12-13,54.20627665863158,53.7408539756813,52.17955296892093
2021-12-14,54.50586894390669,54.033907822010235,52.35230565829756
2021-12-15,54.599227445718476,54.26690143261162,52.51497067665084
2021-12-16,52.203970972458606,53.56523415411869,52.3435319576453
2021-12-17,51.16663682739571,52.98461344045778,52.184059382089586
2021-12-20,49.59441743645239,52.06328547805484,51.87313635139919
2021-12-21,51.92967857254001,52.3819064978789,51.97647343203627
2021-12-22,52.31543571473769,52.37864101778186,51.97631925123941
2021-12-23,52.37483063959198,52.33654816925955,51.96209096668199
2021-12-27,55.311578675673964,53.380552711848594,52.34486778449182
2021-12-28,56.53795607737564,54.2344016790785,52.7039356218826
2021-12-29,56.93709045153555,54.92758758062202,53.04055096000582
2021-12-30,56.14700216793641,55.181988761736186,53.2445594469928
2021-12-31,54.6072795173671,54.9766563435398,53.28815489885145
2022-01-03,57.11769350188095,55.982831328077054,53.76403952534793
2022-01-04,58.19071878432514,56.793816806831295,54.209215938648796
2022-01-05,58.56444755998537,57.44089040457408,54.625347268177116
2022-01-06,58.62503110049545,57.95083538914298,55.01401531631774
2022-01-07,56.12397385345726,57.44653765782796,55.046480924231254
2022-01-10,56.62589333535912,57.60978998992268,55.294725796547574
2022-01-11,57.06760604454859,57.792395457214106,55.550602357964614
2022-01-12,57.27408804256906,57.92354133425756,55.78871853985313
2022-01-13,57.36237345278769,58.012788918634165,56.010070631694575
2022-01-14,57.39451278229069,58.06821022810691,56.21560518500283
2022-01-18,55.17855381594356,57.27699735497187,56.1054810949309
2022-01-19,54.50142264427937,56.711326378456576,56.03600720122153
2022-01-20,54.49981543776786,56.31398755963853,55.997037684558585
2022-01-21,54.58508288274217,55.9824071196301,55.95906915565642
2022-01-24,50.907130414972976,54.31425104108725,55.411021183325104
2022-01-25,49.403724823337456,52.95052604075262,54.89708895577121
2022-01-26,50.909818333437386,52.570306691203776,54.68193662537277
2022-01-27,51.725672184930204,52.27311900405098,54.48007900250241
2022-01-28,52.148245804510125,52.04505835671377,54.290812139055035
2022-01-31,53.64665275945615,52.35149771798794,54.288580619773256
2022-02-01,54.27732503710483,52.61722911683861,54.286276926555125
2022-02-02,54.98340748183247,53.03153965898038,54.351482744896366
2022-02-03,55.20976056054836,53.38088278040792,54.412254781835124
2022-02-04,55.2234444670418,53.67451014949106,54.46884014053987
2022-02-07,55.15821778832684,53.92044002472765,54.52147361943146
2022-02-08,54.27436500840222,53.829935538678725,54.46188344390239
2022-02-09,53.864348832817385,53.7591216873689,54.40581169867835
2022-02-10,55.97679521730162,54.54503833932692,54.661431367413385
2022-02-11,56.886492050257104,55.18977739309958,54.90022055575892
2022-02-14,57.20780500859384,55.715080773795904,55.123101443225636
2022-02-15,57.26341185450701,56.13964109086642,55.33095077104756
2022-02-16,57.21574807090834,56.47950320865644,55.524601930741916
2022-02-17,57.14148188200058,56.748415275598276,55.7048469612703
2022-02-18,57.07297731814272,56.958135359455945,55.87243845865669
2022-02-22,56.296050532871526,56.85155017908866,55.9300650645984
2022-02-23,55.95597891075302,56.75354609202473,55.982788764836414
2022-02-24,55.83366146766302,56.663709406694366,56.030909056166365
2022-02-25,53.60262568188223,55.76719023024156,55.77587299634066
2022-02-28,52.051400020058196,54.79188742774896,55.449558816922654
2022-03-01,48.462976744125314,52.872967291519736,54.73225120176518
2022-03-02,47.08893871874843,51.30988879894978,54.06068365750096
2022-03-03,44.39543427547365,49.18069054419635,53.114522396658856
2022-03-04,41.53205540659441,46.74233702301226,51.96533296131365
2022-03-07,38.24358709119002,43.91650631378952,50.57362765344488
2022-03-08,37.16196982925263,41.65188263438638,49.27377359211941
2022-03-09,39.24606146383272,40.66680032068125,48.35767006241618
2022-03-10,40.41537462002867,39.92527718679784,47.50434302726284
2022-03-11,39.78176881565081,38.919915100037,46.53993322002688
2022-03-14,41.3703898410087,38.83045799076942,45.887104125849
2022-03-15,41.91890422374276,38.761064183192644,45.25880244399447
2022-03-16,45.581143882286106,40.04313280877369,45.14487828640751
2022-03-17,45.48127367647333,40.56234813140043,44.82898509494291
2022-03-18,45.25884493253842,41.03527384862708,44.5392847318878
2022-03-21,45.027812067602376,41.46481407212839,44.27419509877975
2022-03-22,44.832726824217445,41.85385423076823,44.032216376842335
2022-03-23,44.684695344344604,42.20522737180021,43.81192711290051
2022-03-24,43.2080691011366,42.015921776139905,43.42639703327298
2022-03-25,42.561056400517955,41.88748811050031,43.071968018539835
2022-03-28,42.32533780525213,41.80794020322571,42.746778019571636
2022-03-29,42.279065328669006,41.767223653376526,42.44906142865911
2022-03-30,42.3091043690071,41.75693746710775,42.17714450230327
2022-03-31,43.29696375282797,42.11505191815829,42.05601854181983
2022-04-01,43.741140290970634,42.42730529526042,41.949395106175515
2022-04-04,43.27902549637102,42.46541603160205,41.77064258624941
2022-04-05,43.05526129509036,42.51041387219696,41.61004530546138
2022-04-06,42.955493136980095,42.559728292983635,41.466428530319135
2022-04-07,42.917386187030274,42.61130287966256,41.338680825514146
2022-04-08,42.9078959938611,42.663512436085796,41.225750976429644
2022-04-11,42.910163938386155,42.715092007098555,41.12664505162329
2022-04-12,40.227914536800384,41.77429344947808,40.676870555530854
2022-04-13,38.96128272624448,40.961743465337584,40.24363330362434
2022-04-14,40.66169041514085,41.09577198602501,40.133450320768986
"
3229,US,technical,"Calculate the percentage of days with short alignment in the 5, 20, 60-day Triple Exponential Moving Average lines for Paccar from April 27, 2022 to June 17, 2022. (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.9091,hard,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2020-11-19,60.026668548583984,59.52000045776367
2020-11-20,59.186668395996094,58.76666641235352
2020-11-23,59.706668853759766,60.48666763305664
2020-11-24,60.27333450317383,59.220001220703125
2020-11-25,59.21333312988281,60.393333435058594
2020-11-27,58.49333190917969,59.23333358764648
2020-11-30,58.040000915527344,58.15999984741211
2020-12-01,58.186668395996094,58.633331298828125
2020-12-02,58.09999847412109,58.0
2020-12-03,57.5,58.060001373291016
2020-12-04,57.79999923706055,57.5533332824707
2020-12-07,57.540000915527344,57.606666564941406
2020-12-08,57.606666564941406,57.43999862670898
2020-12-09,58.25333404541016,57.606666564941406
2020-12-10,57.16666793823242,57.82666778564453
2020-12-11,56.973331451416016,56.61333465576172
2020-12-14,56.30666732788086,57.11333465576172
2020-12-15,58.19333267211914,57.43999862670898
2020-12-16,57.926666259765625,57.9466667175293
2020-12-17,57.18000030517578,57.6533317565918
2020-12-18,57.34000015258789,57.51333236694336
2020-12-21,57.23333358764648,56.46666717529297
2020-12-22,56.58000183105469,57.12666702270508
2020-12-23,56.72666549682617,56.68000030517578
2020-12-24,57.40666580200195,56.93333435058594
2020-12-28,57.0533332824707,57.82666778564453
2020-12-29,56.880001068115234,57.34000015258789
2020-12-30,57.24666595458984,57.0533332824707
2020-12-31,57.52000045776367,57.03333282470703
2021-01-04,56.47999954223633,57.7400016784668
2021-01-05,56.96666717529297,56.473331451416016
2021-01-06,59.206668853759766,57.14666748046875
2021-01-07,58.93333435058594,58.526668548583984
2021-01-08,58.53333282470703,59.11333465576172
2021-01-11,58.81333160400391,58.3466682434082
2021-01-12,59.63999938964844,58.96666717529297
2021-01-13,59.29999923706055,59.82666778564453
2021-01-14,59.50666809082031,59.33333206176758
2021-01-15,58.77333450317383,59.1533317565918
2021-01-19,59.473331451416016,58.77999877929688
2021-01-20,59.59333419799805,61.2599983215332
2021-01-21,65.82666778564453,61.9466667175293
2021-01-22,65.9000015258789,65.36666870117188
2021-01-25,65.2933349609375,67.33333587646484
2021-01-26,65.2066650390625,63.913333892822266
2021-01-27,64.26667022705078,64.43333435058594
2021-01-28,62.36666870117188,64.95999908447266
2021-01-29,60.81333160400391,61.893333435058594
2021-02-01,60.78666687011719,61.20000076293945
2021-02-02,61.2599983215332,61.5
2021-02-03,63.77999877929688,61.93333435058594
2021-02-04,64.73332977294922,64.76000213623047
2021-02-05,64.38666534423828,65.06666564941406
2021-02-08,64.51333618164062,64.92666625976562
2021-02-09,66.27333068847656,64.73999786376953
2021-02-10,66.4000015258789,66.87333679199219
2021-02-11,65.73332977294922,66.65333557128906
2021-02-12,65.33333587646484,65.63333129882812
2021-02-16,64.75333404541016,65.78666687011719
2021-02-17,64.03333282470703,64.1066665649414
2021-02-18,63.23333358764648,63.573333740234375
2021-02-19,63.459999084472656,63.31999969482422
2021-02-22,63.119998931884766,63.33333206176758
2021-02-23,62.220001220703125,62.73333358764648
2021-02-24,62.85333251953125,61.0533332824707
2021-02-25,61.81333160400391,62.73333358764648
2021-02-26,60.65999984741211,61.893333435058594
2021-03-01,62.47999954223633,61.22666549682617
2021-03-02,62.78666687011719,62.71333312988281
2021-03-03,63.49333190917969,62.43999862670898
2021-03-04,61.59999847412109,63.26666641235352
2021-03-05,62.76666641235352,62.2400016784668
2021-03-08,62.29333114624024,62.16666793823242
2021-03-09,63.48666763305664,62.98666763305664
2021-03-10,64.3933334350586,64.15333557128906
2021-03-11,65.16666412353516,64.83333587646484
2021-03-12,64.63333129882812,65.13333129882812
2021-03-15,66.2933349609375,64.6066665649414
2021-03-16,63.79333114624024,66.0
2021-03-17,64.11333465576172,63.540000915527344
2021-03-18,63.413333892822266,63.72666549682617
2021-03-19,63.37333297729492,63.686668395996094
2021-03-22,62.38666534423828,63.026668548583984
2021-03-23,60.77999877929688,61.32666778564453
2021-03-24,60.459999084472656,60.72666549682617
2021-03-25,61.51333236694336,60.68000030517578
2021-03-26,62.45333480834961,61.5
2021-03-29,62.12666702270508,62.46666717529297
2021-03-30,62.21333312988281,61.900001525878906
2021-03-31,61.9466667175293,62.70000076293945
2021-04-01,61.35333251953125,61.88666534423828
2021-04-05,62.63999938964844,61.96666717529297
2021-04-06,61.900001525878906,61.560001373291016
2021-04-07,61.64666748046875,61.7599983215332
2021-04-08,61.893333435058594,61.72666549682617
2021-04-09,62.2400016784668,61.90666580200195
2021-04-12,63.526668548583984,62.0533332824707
2021-04-13,63.14666748046875,63.35333251953125
2021-04-14,62.413333892822266,63.619998931884766
2021-04-15,63.35333251953125,62.8466682434082
2021-04-16,63.27999877929688,63.36000061035156
2021-04-19,62.23333358764648,63.04666519165039
2021-04-20,61.400001525878906,62.106666564941406
2021-04-21,62.41999816894531,61.52000045776367
2021-04-22,61.473331451416016,62.35333251953125
2021-04-23,62.23333358764648,62.56666564941406
2021-04-26,62.22666549682617,62.30666732788086
2021-04-27,60.85333251953125,61.78666687011719
2021-04-28,60.45333480834961,61.70000076293945
2021-04-29,61.26666641235352,60.76666641235352
2021-04-30,59.91999816894531,60.71333312988281
2021-05-03,60.526668548583984,60.53333282470703
2021-05-04,60.040000915527344,60.38666534423828
2021-05-05,60.81999969482422,60.06666564941406
2021-05-06,62.48666763305664,61.18000030517578
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2021-09-14,56.060541366082305,56.02571662331164,53.9437099294441
2021-09-15,56.33436944328233,56.243192679917115,54.092468674497496
2021-09-16,55.42845287598319,56.04387635190614,54.09828231684789
2021-09-17,54.607044562686355,55.719796845744995,54.049576142471615
2021-09-20,53.49028294487593,55.15868182638921,53.899708126248626
2021-09-21,52.642075025175195,54.540988688779436,53.7047119872874
2021-09-22,52.571290982203344,54.1136363955785,53.55322140962443
2021-09-23,53.295948859168135,54.012508305336674,53.504042716466316
2021-09-24,53.5243726044326,53.880454300445685,53.44083015951168
2021-09-27,54.12761353616145,53.955127258974414,53.44949454501085
2021-09-28,54.04227258495498,53.892813319834005,53.41306515272479
2021-09-29,54.10087385927102,53.887500461492394,53.39658699381677
2021-09-30,53.10961583120683,53.51721969751954,53.247736119468186
2021-10-01,52.92861571389236,53.31060421222118,53.14446160031344
2021-10-04,52.559977225303186,53.02995368294299,53.007088662880314
2021-10-05,53.85724383726429,53.332855171406784,53.073872702105795
2021-10-06,54.450403697871266,53.59246033416959,53.14064140060093
2021-10-07,55.22521526047143,54.011847387470425,53.279628486966864
2021-10-08,56.331546195098014,54.66020030800153,53.52285520043515
2021-10-11,56.286875524814924,55.02434591271387,53.691476802364676
2021-10-12,56.07841913512202,55.28109119675756,53.83707031650097
2021-10-13,56.19010450070254,55.5832622628819,54.010460733553444
2021-10-14,57.31941654090686,56.23775955273335,54.32581540468225
2021-10-15,57.931803766529484,56.82736627728906,54.64497491062595
2021-10-18,57.6046657929065,57.10677459819529,54.87417595862881
2021-10-19,57.73514754121723,57.44695845191582,55.13511252348014
2021-10-20,57.95325084359091,57.78576324068906,55.40714489752618
2021-10-21,57.92423034625512,58.015157491367695,55.65001560280845
2021-10-22,58.00416936255931,58.23209227853964,55.89396222789975
2021-10-25,58.1263769135083,58.43330009182608,56.13683039193015
2021-10-26,57.99807820590965,58.52110978754383,56.34171205454739
2021-10-27,57.40889077564367,58.3848179836964,56.46267600071776
2021-10-28,58.85926820964621,58.88572357899521,56.80575804290088
2021-10-29,59.59302754150686,59.318452594396064,57.14011393081895
2021-11-01,60.554355755211496,59.90990697805987,57.545382969520375
2021-11-02,61.17211319438979,60.473905546115176,57.95963893777765
2021-11-03,60.81709324275296,60.7160192152201,58.272899956698495
2021-11-04,60.15266013138296,60.73174334911933,58.50540257722524
2021-11-05,60.02537633780194,60.79615165316544,58.7478399373592
2021-11-08,59.46288846793356,60.64378548535332,58.90489280381443
2021-11-09,58.800878142719604,60.343067285853856,58.992106727925425
2021-11-10,59.22171952789332,60.32958328940587,59.16302961418481
2021-11-11,59.668309395905155,60.387051263662244,59.35129135452446
2021-11-12,59.82841425645149,60.40310151616305,59.51887949567821
2021-11-15,59.617369399290936,60.301201301960404,59.635946532795764
2021-11-16,59.610673486992496,60.2386954293939,59.75517472768609
2021-11-17,59.39944671188252,60.098995086398226,59.83577109884592
2021-11-18,58.37005510501683,59.62762772805046,59.781215874122616
2021-11-19,57.66030745056119,59.12914019170971,59.6890797685159
2021-11-22,58.551735449304914,59.13894819219125,59.75538712759669
2021-11-23,59.51788984619413,59.33996282340766,59.88684516768782
2021-11-24,59.36491744310515,59.29086097959881,59.930116965236635
2021-11-26,58.25069171959268,58.87091922968521,59.82995584479325
2021-11-29,57.56877100894245,58.453294807442596,59.70733614979677
2021-11-30,56.043755772690034,57.64575713774989,59.41915808245127
2021-12-01,54.993304908579915,56.82152662768565,59.086038584352885
2021-12-02,55.35061938908404,56.41667552444466,58.86846968816683
2021-12-03,56.41029398161814,56.39260126322258,58.77190406733461
2021-12-06,57.83283719448779,56.72059807692252,58.803260328127884
2021-12-07,58.440528604588145,56.99995883986138,58.83124331083646
2021-12-08,59.2578566156819,57.46217977596595,58.93855251189485
2021-12-09,59.400045208548676,57.795045003758425,59.018529580716425
2021-12-10,59.63075898890318,58.16314678022395,59.12555575887753
2021-12-13,59.292676181482165,58.329818548681565,59.17409414547524
2021-12-14,59.00879548205083,58.43560355737714,59.20658938278295
2021-12-15,58.821903139998184,58.508129416857415,59.23041722733285
2021-12-16,57.709663617222525,58.18989040477022,59.11290227933637
2021-12-17,56.11075288294831,57.51275036134946,58.8486245748438
2021-12-20,54.83239331879639,56.72261271852251,58.51255554879397
2021-12-21,54.9772643342266,56.30025598902614,58.277054029285864
2021-12-22,55.56835029435749,56.116135779622255,58.11173665722159
2021-12-23,56.22377288691561,56.09529958328039,58.00017269151721
2021-12-27,56.93782600272805,56.235781676268175,57.949153083263525
2021-12-28,57.75803288637403,56.550662143461935,57.970699417281374
2021-12-29,58.420080248480375,56.942587635699965,58.0366737036596
2021-12-30,58.548807462059685,57.23272977088959,58.084548105505945
2021-12-31,58.93248128313071,57.61898836637413,58.18207920225806
2022-01-03,59.1431195720279,57.9747109701143,58.28668576204853
2022-01-04,61.175416709625274,59.00192664752545,58.65417881621808
2022-01-05,62.14197623652193,59.89729438350658,59.018736845383465
2022-01-06,62.87444440104685,60.78185081007115,59.41774507999407
2022-01-07,62.787859132754335,61.39046696731314,59.752296893096855
2022-01-10,62.139761810408736,61.68868028799451,59.996499606825054
2022-01-11,61.795792347118436,61.91803567194931,60.224530789218775
2022-01-12,61.69250285442449,62.11480923612771,60.44618295813508
2022-01-13,62.944125032957196,62.73781926038021,60.827976328505855
2022-01-14,64.02490391726312,63.43190811294448,61.257892591989545
2022-01-18,64.18800853664794,63.88609777083945,61.62409004090827
2022-01-19,63.337122964146914,63.920787477841614,61.849234044776146
2022-01-20,62.049216561620945,63.60351043018549,61.93909211701721
2022-01-21,61.15056972604891,63.19391466769412,61.97339155372809
2022-01-24,60.62305855432758,62.76901026288932,61.97666000453796
2022-01-25,61.78265546601301,62.88994629672919,62.15460134117552
2022-01-26,62.310539223595484,62.96315960194867,62.31384217941044
2022-01-27,62.23572830488216,62.89562996581862,62.41808843813638
2022-01-28,62.40041121932761,62.903924527750114,62.54063934484886
2022-01-31,62.15013547760988,62.78330866234323,62.60986169089521
2022-02-01,63.13228507208359,63.078690239751275,62.8201582626656
2022-02-02,63.90376831490722,63.441608602500125,63.06213920215839
2022-02-03,63.60700101119974,63.51119306548048,63.206130437681395
2022-02-04,63.28150704965352,63.50280673153136,63.318016053846286
2022-02-07,63.00615438328245,63.445035733264994,63.40491199764155
2022-02-08,62.57977812462231,63.276859019924686,63.44240593314493
2022-02-09,62.88216898693584,63.30663610593963,63.53902286920957
2022-02-10,62.23583961899155,63.0308424944638,63.519019230936074
2022-02-11,61.88329027291337,62.767250711119814,63.48575479408954
2022-02-14,61.84190662846286,62.5761020967377,63.46236775375297
2022-02-15,62.48708192941024,62.6481634315863,63.52253057257477
2022-02-16,63.09555857413626,62.81871539907277,63.61775296871496
2022-02-17,62.71952398075909,62.72368949406604,63.618880878914354
2022-02-18,62.61521732101144,62.67246462175038,63.62781138329436
2022-02-22,62.471479944806816,62.593781249961424,63.62061709979664
2022-02-23,61.31709778172567,62.12490587036251,63.46324935816902
2022-02-24,61.15006445594328,61.857042084171184,63.35584674437497
2022-02-25,61.01332598382024,61.598431973208676,63.23759231353294
2022-02-28,61.043732679364794,61.40758292543623,63.130885565855486
2022-03-01,59.90996201488147,60.82027986652291,62.86887434290681
2022-03-02,60.560129620984824,60.752465860611196,62.770736670145524
2022-03-03,60.903144067011795,60.70846494350195,62.678236739111135
2022-03-04,59.32733768472978,60.0389456795081,62.35445790329088
2022-03-07,56.43200473889981,58.67740951642084,61.74787999759748
2022-03-08,55.42083581151574,57.63278330845964,61.19941116474476
2022-03-09,56.93203765741018,57.45669658849187,60.927160616022206
2022-03-10,57.16849361235916,57.132647753794245,60.59764828326186
2022-03-11,57.045628530695836,56.78794232885548,60.251590574523455
2022-03-14,57.77337486470468,56.8055924278067,60.029249323605264
2022-03-15,58.34200911700063,56.93099787477554,59.85369120698802
2022-03-16,59.80736040404023,57.511290309977824,59.85718349421554
2022-03-17,60.37229901184019,57.99747426717151,59.85819975786678
2022-03-18,59.778097058490545,58.13303344627267,59.75792213110696
2022-03-21,59.46740763269359,58.264422269262084,59.66760762282502
2022-03-22,59.50099538952093,58.458420771751236,59.61142400224243
2022-03-23,58.91821790352786,58.41340774613508,59.48126271800602
2022-03-24,59.13582203323754,58.56085512482499,59.424714322091376
2022-03-25,59.247400701143235,58.69214281979282,59.37364458623302
2022-03-28,59.44996867731291,58.86259597949886,59.347402002005715
2022-03-29,60.306361066081934,59.2921408747094,59.428157246909855
2022-03-30,59.930513212379495,59.37850522808381,59.40595367136836
2022-03-31,59.110067234745344,59.220397425489416,59.30136573389708
2022-04-01,57.41293821586246,58.599395322033,59.023306106069896
2022-04-04,56.385200046015626,57.97145413379208,58.71886759393053
2022-04-05,55.247488285254256,57.17490840896397,58.32903437304693
2022-04-06,55.1664448805771,56.64315866206996,58.00610531555864
2022-04-07,55.149384958748854,56.184119452384174,57.692064609403864
2022-04-08,55.128199768398616,55.784754261088295,57.385904310597624
2022-04-11,54.96480547252927,55.39243489822822,57.071444077781145
2022-04-12,54.86442160635681,55.05892738805327,56.76844050792095
2022-04-13,55.251285731192446,54.947397660920274,56.539784545087116
2022-04-14,55.66575558928277,54.95543881051372,56.35798949135512
2022-04-18,55.907895803297755,55.00176267610285,56.19856564500997
2022-04-19,56.96356017522105,55.411957431025975,56.182602760063396
2022-04-20,58.18496604071391,56.05554532421687,56.27802736254746
2022-04-21,58.877646505708654,56.67900279938255,56.40145036391157
2022-04-22,57.94997405025501,56.77876022165483,56.3663199303293
2022-04-25,57.77591453864595,56.978301503226795,56.37757830665126
2022-04-26,56.480057274355595,56.70679509145293,56.22980839200589
2022-04-27,56.15913192648869,56.57701726980858,56.12679224469675
2022-04-28,56.3964864665478,56.598630665331754,56.078382614178274
2022-04-29,55.59291124837853,56.272094645573915,55.9078600578563
2022-05-02,55.72679292459904,56.174646318088605,55.81157650846889
2022-05-03,56.331626281552495,56.28453563888807,55.79177525398175
2022-05-04,57.991105794325954,56.885354693189164,55.9615345403523
2022-05-05,57.3716868102381,56.89327198976733,55.94434818344968
2022-05-06,56.72065214976204,56.778888978984696,55.886056754374884
2022-05-09,56.82086649098464,56.832577805098666,55.88764346767729
2022-05-10,56.11815021266925,56.60024216776553,55.78978143236134
2022-05-11,55.288427130694856,56.21368390066466,55.6280669502129
2022-05-12,55.37883551719688,56.05168240778449,55.53483346081854
2022-05-13,55.590083761444646,55.96752985097505,55.466375298435416
2022-05-16,55.493848391033666,55.82125572894495,55.37479395678131
2022-05-17,56.32551077833219,56.020421761005295,55.40688985952253
2022-05-18,54.84863208768615,55.50765140760404,55.18984353001883
2022-05-19,54.32512859366334,55.135463336105495,55.0049575428903
2022-05-20,53.38877910516461,54.55877397611461,54.732243137161696
2022-05-23,54.004879993026755,54.449654985007754,54.60969640995664
2022-05-24,54.5131556500799,54.435786928474954,54.52176535293043
2022-05-25,55.35721982624015,54.655231606851785,54.52334524085743
2022-05-26,56.00550597010111,54.95039284148485,54.566769715574125
2022-05-27,56.965036667522014,55.462980404434006,54.707014092332784
2022-05-31,57.86906776672997,56.088708603538045,54.914882694562884
2022-06-01,58.974040828663355,56.89536654605861,55.219476750059144
2022-06-02,59.542666250113136,57.623135892261736,55.53249176329361
2022-06-03,59.36485581021997,58.09733148685248,55.785245671395764
2022-06-06,59.3530325064168,58.53572459071155,56.04547837379393
2022-06-07,59.43963895427527,58.941127822305546,56.31186606835555
2022-06-08,59.61543908700912,59.32824507342286,56.587610624893344
2022-06-09,59.01917337194078,59.396378435705344,56.76086606142457
2022-06-10,57.36184985771146,58.929776584234375,56.73782161476771
2022-06-13,55.67011744247564,58.16740676452733,56.582462579069166
2022-06-14,55.57554855305619,57.737541270555774,56.51274493537032
2022-06-15,56.44161223527897,57.671716612024895,56.55556336045522
2022-06-16,54.88845421403482,56.87324085344142,56.32487013882557
2022-06-17,54.434674258520786,56.27820165465855,56.132115088526504
"
3230,US,technical,"What is the percentage of days with short alignment for the 5, 10, 20-day Hull Moving Average lines for American Water Works from November 14, 2021 to May 16, 2022? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",31.3433,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2021-10-04,170.91000366210938,171.72999572753906,168.58999633789062
2021-10-05,171.60000610351562,172.44000244140625,171.38999938964844
2021-10-06,174.17999267578125,174.1999969482422,171.16000366210938
2021-10-07,172.47000122070312,175.8800048828125,174.52000427246094
2021-10-08,170.8300018310547,173.39999389648438,172.2899932861328
2021-10-11,168.86000061035156,170.92999267578125,170.10000610351562
2021-10-12,169.5399932861328,170.27999877929688,168.8000030517578
2021-10-13,169.39999389648438,170.4600067138672,169.83999633789062
2021-10-14,171.17999267578125,171.72999572753906,169.91000366210938
2021-10-15,171.4199981689453,171.86000061035156,171.30999755859375
2021-10-18,170.38999938964844,171.3800048828125,170.72000122070312
2021-10-19,172.64999389648438,173.41000366210938,171.66000366210938
2021-10-20,173.97000122070312,175.6300048828125,174.05999755859375
2021-10-21,173.5500030517578,176.2899932861328,174.25999450683594
2021-10-22,175.80999755859375,176.47000122070312,173.92999267578125
2021-10-25,174.85000610351562,176.99000549316406,174.47999572753906
2021-10-26,174.9499969482422,176.66000366210938,174.94000244140625
2021-10-27,173.22000122070312,176.10000610351562,175.9499969482422
2021-10-28,175.30999755859375,175.44000244140625,173.13999938964844
2021-10-29,174.17999267578125,176.32000732421875,175.0
2021-11-01,173.69000244140625,174.83999633789062,174.2899932861328
2021-11-02,176.8000030517578,176.83999633789062,174.77999877929688
2021-11-03,168.00999450683594,174.0,172.0
2021-11-04,168.77000427246094,169.1699981689453,165.6699981689453
2021-11-05,169.66000366210938,170.61000061035156,168.75999450683594
2021-11-08,169.00999450683594,169.80999755859375,169.22000122070312
2021-11-09,169.52000427246094,170.38999938964844,169.52000427246094
2021-11-10,172.0,172.02999877929688,169.0800018310547
2021-11-11,170.64999389648438,172.24000549316406,172.1999969482422
2021-11-12,170.74000549316406,171.0800018310547,171.0800018310547
2021-11-15,172.67999267578125,173.1199951171875,171.22000122070312
2021-11-16,170.74000549316406,173.0,172.88999938964844
2021-11-17,170.75,170.80999755859375,170.5399932861328
2021-11-18,171.49000549316406,172.8300018310547,171.0500030517578
2021-11-19,173.3800048828125,173.91000366210938,172.42999267578125
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2022-04-21,166.98999633789063,164.30787986986567,166.2856175654688
2022-04-22,164.95088433159722,164.54260517467154,165.50637755356826
2022-04-25,161.44044087727863,163.74310863764603,164.42621885885922
2022-04-26,157.73066202799478,161.78894526934383,162.93942309557102
2022-04-27,155.1560011121962,159.0074517914743,161.1469474316882
2022-04-28,157.5799991183811,157.62689615885418,159.8143200723227
2022-04-29,156.56666463216143,155.98182659727155,158.27083689834132
2022-05-02,149.72289089626736,153.3018177841649,156.15357358329737
2022-05-03,146.64510972764757,150.56629251807627,153.82154306056697
2022-05-04,149.71599731445315,149.31244368119673,151.80427396766035
2022-05-05,149.988666788737,148.21620150479401,149.92180851923953
2022-05-06,148.4284417046441,147.73063482419408,148.4329585556757
2022-05-09,146.27021484374998,146.91717828307486,146.9809064037769
2022-05-10,143.2153313530816,145.5146230832495,145.4107523362461
2022-05-11,142.40088704427083,143.9902892758148,143.99316956160905
2022-05-12,144.4166690402561,143.45141284056385,142.98504697791424
2022-05-13,146.54489067925348,143.82642372208414,142.55656676057097
2022-05-16,146.79533250596788,144.60173799148714,142.54652649982668
"
3231,US,technical,"From July 27, 2025 to August 13, 2025, what proportion of days had the 5, 20, 60-day Hull Moving Average lines of Williams-Sonoma in long alignment? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",57.8947,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2025-03-18,172.27999877929688,176.25,171.14999389648438
2025-03-19,166.27000427246094,167.16000366210938,157.8000030517578
2025-03-20,164.99000549316406,170.3300018310547,165.05999755859375
2025-03-21,163.64999389648438,165.2899932861328,161.13999938964844
2025-03-24,170.3000030517578,171.0800018310547,166.5800018310547
2025-03-25,169.1699981689453,171.2899932861328,170.0
2025-03-26,165.36000061035156,169.8800048828125,169.3000030517578
2025-03-27,164.4199981689453,167.86000061035156,163.8800048828125
2025-03-28,158.97999572753906,164.35000610351562,163.10000610351562
2025-03-31,158.10000610351562,159.72000122070312,155.4600067138672
2025-04-01,158.8699951171875,160.72999572753906,157.52000427246094
2025-04-02,165.00999450683594,166.33999633789062,156.6300048828125
2025-04-03,138.86000061035156,143.1699981689453,142.35000610351562
2025-04-04,141.67999267578125,150.55999755859375,131.55999755859375
2025-04-07,145.08999633789062,152.9199981689453,140.5399932861328
2025-04-08,139.2100067138672,152.80999755859375,149.5
2025-04-09,158.25,160.88999938964844,138.00999450683594
2025-04-10,147.88999938964844,153.22000122070312,153.22000122070312
2025-04-11,148.25,149.30999755859375,147.88999938964844
2025-04-14,145.25999450683594,155.7100067138672,151.94000244140625
2025-04-15,142.89999389648438,147.0,144.85000610351562
2025-04-16,137.6199951171875,142.32000732421875,141.13999938964844
2025-04-17,139.2100067138672,140.14999389648438,138.2100067138672
2025-04-21,137.8699951171875,138.8699951171875,137.07000732421875
2025-04-22,141.92999267578125,144.8000030517578,139.4199981689453
2025-04-23,145.8800048828125,156.50999450683594,148.44000244140625
2025-04-24,151.39999389648438,151.69000244140625,145.82000732421875
2025-04-25,151.19000244140625,153.22999572753906,152.5500030517578
2025-04-28,152.5399932861328,154.36000061035156,153.3300018310547
2025-04-29,153.39999389648438,153.86000061035156,151.05999755859375
2025-04-30,154.47000122070312,154.88999938964844,150.52999877929688
2025-05-01,155.82000732421875,159.0800018310547,157.99000549316406
2025-05-02,160.55999755859375,162.10000610351562,158.4600067138672
2025-05-05,158.38999938964844,159.83999633789062,158.3800048828125
2025-05-06,154.41000366210938,157.27999877929688,155.8300018310547
2025-05-07,157.63999938964844,158.47000122070312,155.6999969482422
2025-05-08,160.88999938964844,162.13999938964844,160.0399932861328
2025-05-09,160.30999755859375,161.99000549316406,161.19000244140625
2025-05-12,173.8000030517578,180.07000732421875,173.25999450683594
2025-05-13,174.44000244140625,176.19000244140625,176.0800018310547
2025-05-14,171.6199951171875,175.91000366210938,173.0800018310547
2025-05-15,171.6699981689453,172.58999633789062,168.27999877929688
2025-05-16,173.83999633789062,175.0500030517578,172.1999969482422
2025-05-19,174.27999877929688,175.2899932861328,169.41000366210938
2025-05-20,172.52000427246094,177.2899932861328,173.8699951171875
2025-05-21,167.9199981689453,171.47000122070312,170.2899932861328
2025-05-22,160.38999938964844,162.6300048828125,156.5
2025-05-23,157.85000610351562,161.60000610351562,158.1300048828125
2025-05-27,166.8300018310547,166.8300018310547,160.63999938964844
2025-05-28,164.50999450683594,168.3300018310547,167.0500030517578
2025-05-29,164.50999450683594,166.6699981689453,165.8300018310547
2025-05-30,161.75999450683594,164.38999938964844,163.5399932861328
2025-06-02,158.22000122070312,161.27000427246094,160.88999938964844
2025-06-03,161.5399932861328,162.47999572753906,158.35000610351562
2025-06-04,159.97000122070312,162.42999267578125,161.1699981689453
2025-06-05,157.97999572753906,160.8300018310547,159.60000610351562
2025-06-06,157.8000030517578,160.50999450683594,159.5
2025-06-09,156.74000549316406,159.22999572753906,159.22999572753906
2025-06-10,158.10000610351562,159.02999877929688,159.02999877929688
2025-06-11,155.5800018310547,162.55999755859375,160.3000030517578
2025-06-12,154.80999755859375,155.94000244140625,155.52999877929688
2025-06-13,153.9600067138672,161.1999969482422,153.82000732421875
2025-06-16,158.14999389648438,158.36000061035156,156.16000366210938
2025-06-17,156.92999267578125,161.1300048828125,156.9499969482422
2025-06-18,160.44000244140625,163.0,157.4499969482422
2025-06-20,158.83999633789062,162.66000366210938,160.97000122070312
2025-06-23,157.88999938964844,158.57000732421875,157.0500030517578
2025-06-24,157.8800048828125,159.57000732421875,159.19000244140625
2025-06-25,158.89999389648438,159.1199951171875,158.57000732421875
2025-06-26,161.92999267578125,162.25999450683594,159.47999572753906
2025-06-27,164.22000122070312,165.41000366210938,162.66000366210938
2025-06-30,163.3699951171875,165.3699951171875,164.74000549316406
2025-07-01,169.19000244140625,172.63999938964844,163.3699951171875
2025-07-02,173.17999267578125,174.27999877929688,169.63999938964844
2025-07-03,173.19000244140625,173.9499969482422,172.60000610351562
2025-07-07,169.2100067138672,172.75999450683594,172.49000549316406
2025-07-08,169.2100067138672,170.82000732421875,169.6300048828125
2025-07-09,173.72999572753906,174.07000732421875,170.75999450683594
2025-07-10,176.5,178.1699981689453,174.13999938964844
2025-07-11,174.82000732421875,176.38999938964844,174.39999389648438
2025-07-14,170.4600067138672,175.67999267578125,173.88999938964844
2025-07-15,163.6199951171875,172.1999969482422,171.0
2025-07-16,165.00999450683594,165.5399932861328,164.52999877929688
2025-07-17,170.1999969482422,171.32000732421875,165.5800018310547
2025-07-18,170.38999938964844,171.1300048828125,171.1300048828125
2025-07-21,172.1999969482422,174.74000549316406,171.72999572753906
2025-07-22,178.61000061035156,179.3300018310547,173.91000366210938
2025-07-23,183.6499938964844,185.27999877929688,183.08999633789065
2025-07-24,180.5399932861328,183.9600067138672,182.0
2025-07-25,181.7100067138672,182.4900054931641,181.8999938964844
2025-07-28,188.22999572753903,188.91000366210935,182.8800048828125
2025-07-29,187.1100006103516,188.55999755859372,188.55999755859372
2025-07-30,190.52999877929688,192.3800048828125,188.2899932861328
2025-07-31,187.0500030517578,191.3300018310547,189.88999938964844
2025-08-01,187.6699981689453,189.4499969482422,184.1999969482422
2025-08-04,200.5200042724609,201.1000061035156,191.72000122070312
2025-08-05,203.77999877929688,204.58999633789065,201.66000366210935
2025-08-06,200.75,205.3500061035156,202.82000732421875
2025-08-07,199.6000061035156,206.3699951171875,204.5399932861328
2025-08-08,199.4199981689453,201.16000366210935,201.0399932861328
2025-08-11,200.0,201.0,200.1499938964844
2025-08-12,206.97000122070312,207.3500061035156,202.22000122070312
2025-08-13,210.1999969482422,210.58999633789065,207.6999969482422
","date,5-day,20-day,60-day
2025-06-20,160.4306660970052,155.90131785867533,162.51094213484134
2025-06-23,158.67355448404948,156.55115745049017,161.87501217169026
2025-06-24,157.56622551812066,157.09690563713835,161.24838958003056
2025-06-25,158.2042215983073,157.6139734679383,160.6479909226005
2025-06-26,161.04821404351128,158.46281357802354,160.1463208749676
2025-06-27,164.51444023980034,159.7288521684919,159.79778872760318
2025-06-30,165.18510911729598,161.0501654627416,159.56213903861084
2025-07-01,167.99333360460068,162.83992128116228,159.57345751665633
2025-07-02,173.49710828993057,165.2094259108506,159.8943732259328
2025-07-03,175.75910915798613,167.77066261588752,160.46942167282825
2025-07-07,172.23111707899307,169.85159242902483,161.14422831942517
2025-07-08,168.72400953504777,171.32801403095195,161.87676233114536
2025-07-09,171.2517791748047,172.70263171835896,162.73536704004027
2025-07-10,176.33999633789065,174.22159409163837,163.73619236283403
2025-07-11,177.23555874294706,175.5524521468522,164.7860549222435
2025-07-14,172.7062310112847,176.0985801122096,165.75473457209242
2025-07-15,164.69755655924482,175.20936030202097,166.4877684642168
2025-07-16,161.4348812527127,173.4778697640555,167.05760927614583
2025-07-17,166.49488186306422,171.9480567403686,167.60457978056112
2025-07-18,171.2244422064887,170.86373344850745,168.13066439216377
2025-07-21,173.03377651638456,170.45670419602166,168.68884760734701
2025-07-22,177.61422186957466,171.11258070578305,169.44082789552567
2025-07-23,184.2984412299262,172.86413961237125,170.48130357115073
2025-07-24,184.8353257921007,174.91804322081722,171.67237906750302
2025-07-25,182.58711174858942,177.14764208112442,172.97364160307603
2025-07-28,186.2417799207899,179.99214206249684,174.47335900722672
2025-07-29,189.3004438612196,182.9285010551684,176.06722688082465
2025-07-30,190.89088812934028,186.03157568399007,177.76841042761103
2025-07-31,189.57377929687496,188.4763934108189,179.42260155820568
2025-08-01,187.46777852376303,190.19309182435404,181.01310817030418
2025-08-04,195.82911309136287,192.61710876795124,182.83783943464647
2025-08-05,205.97466803656687,195.65358418452274,184.894906180966
2025-08-06,206.04755486382382,198.6026498782996,187.02202913815952
2025-08-07,201.48622572157117,201.04962386160187,189.14065438641583
2025-08-08,199.01311340332032,202.69013870371367,191.1973248473225
2025-08-11,199.18777669270833,203.67600621607394,193.1738512213008
2025-08-12,204.55822211371526,204.9774173654003,195.19502613681172
2025-08-13,211.0911095513238,206.75694055004038,197.26723720919125
"
3232,US,technical,"During September 27, 2024 to July 02, 2025, what percentage of trading days showed short alignment of General Motors's 5, 20, 60-day Hull Moving Average lines? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.3256,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2024-05-20,45.11000061035156,45.90999984741211,45.75
2024-05-21,44.91999816894531,45.18000030517578,44.970001220703125
2024-05-22,43.970001220703125,44.63999938964844,44.59999847412109
2024-05-23,43.72999954223633,44.060001373291016,43.970001220703125
2024-05-24,44.11000061035156,44.31999969482422,44.06999969482422
2024-05-28,43.09000015258789,43.77000045776367,43.70000076293945
2024-05-29,42.63999938964844,42.75,42.619998931884766
2024-05-30,43.40999984741211,43.47999954223633,42.810001373291016
2024-05-31,44.9900016784668,45.02000045776367,43.209999084472656
2024-06-03,45.7400016784668,45.959999084472656,44.959999084472656
2024-06-04,45.2599983215332,45.77000045776367,45.31999969482422
2024-06-05,45.619998931884766,45.68999862670898,45.54999923706055
2024-06-06,45.61000061035156,45.97999954223633,45.58000183105469
2024-06-07,45.720001220703125,46.08000183105469,45.34999847412109
2024-06-10,47.56999969482422,47.7599983215332,45.68999862670898
2024-06-11,48.209999084472656,48.95000076293945,48.2599983215332
2024-06-12,48.86000061035156,49.34999847412109,48.84000015258789
2024-06-13,47.650001525878906,48.720001220703125,48.619998931884766
2024-06-14,46.77000045776367,47.38999938964844,47.13999938964844
2024-06-17,47.400001525878906,47.52999877929688,46.77999877929688
2024-06-18,47.43999862670898,48.040000915527344,47.290000915527344
2024-06-20,47.77000045776367,47.95000076293945,47.310001373291016
2024-06-21,47.720001220703125,47.86000061035156,47.77999877929688
2024-06-24,48.11000061035156,48.68999862670898,47.77000045776367
2024-06-25,46.40999984741211,48.09999847412109,48.0
2024-06-26,45.77000045776367,46.130001068115234,45.900001525878906
2024-06-27,45.58000183105469,46.04999923706055,45.68999862670898
2024-06-28,46.459999084472656,46.65999984741211,46.02999877929688
2024-07-01,46.68000030517578,47.16999816894531,46.52000045776367
2024-07-02,46.95000076293945,47.08000183105469,46.400001525878906
2024-07-03,46.709999084472656,47.06999969482422,46.97999954223633
2024-07-05,46.52000045776367,47.09000015258789,46.619998931884766
2024-07-08,46.54999923706055,47.47999954223633,46.79999923706055
2024-07-09,46.2599983215332,46.84000015258789,46.45000076293945
2024-07-10,46.52999877929688,46.77000045776367,46.5099983215332
2024-07-11,47.93000030517578,48.0,46.900001525878906
2024-07-12,49.0099983215332,49.34999847412109,48.02000045776367
2024-07-15,49.29999923706055,50.0,49.5
2024-07-16,49.77000045776367,49.9900016784668,49.31999969482422
2024-07-17,49.900001525878906,49.970001220703125,49.400001525878906
2024-07-18,49.650001525878906,50.5,50.0
2024-07-19,48.29999923706055,49.560001373291016,49.540000915527344
2024-07-22,49.560001373291016,49.70000076293945,48.459999084472656
2024-07-23,46.380001068115234,49.5,49.34000015258789
2024-07-24,46.4900016784668,46.59999847412109,45.290000915527344
2024-07-25,44.130001068115234,45.77000045776367,45.66999816894531
2024-07-26,44.119998931884766,44.54999923706055,44.27999877929688
2024-07-29,44.150001525878906,44.27000045776367,44.130001068115234
2024-07-30,44.22999954223633,44.970001220703125,44.150001525878906
2024-07-31,44.31999969482422,45.08000183105469,44.310001373291016
2024-08-01,43.369998931884766,45.150001525878906,44.66999816894531
2024-08-02,41.16999816894531,42.41999816894531,42.380001068115234
2024-08-05,39.95000076293945,40.29999923706055,39.400001525878906
2024-08-06,40.61000061035156,41.150001525878906,40.02000045776367
2024-08-07,40.650001525878906,41.5099983215332,41.22999954223633
2024-08-08,42.72999954223633,42.97999954223633,41.09000015258789
2024-08-09,43.47999954223633,44.11000061035156,42.59999847412109
2024-08-12,42.9900016784668,43.59999847412109,43.34000015258789
2024-08-13,43.31999969482422,43.34999847412109,43.060001373291016
2024-08-14,43.61000061035156,43.95000076293945,43.619998931884766
2024-08-15,44.86000061035156,45.18999862670898,44.77000045776367
2024-08-16,45.31999969482422,45.43000030517578,44.75
2024-08-19,45.7599983215332,45.93000030517578,45.45000076293945
2024-08-20,45.97999954223633,46.470001220703125,45.70000076293945
2024-08-21,46.560001373291016,46.91999816894531,46.25
2024-08-22,46.459999084472656,46.970001220703125,46.68999862670898
2024-08-23,48.56999969482422,48.630001068115234,47.310001373291016
2024-08-26,48.75,49.16999816894531,48.869998931884766
2024-08-27,49.25,49.459999084472656,48.560001373291016
2024-08-28,49.04999923706055,49.45000076293945,49.0
2024-08-29,49.470001220703125,49.81999969482422,49.4900016784668
2024-08-30,49.77999877929688,49.86000061035156,49.68999862670898
2024-09-03,48.40999984741211,49.86000061035156,49.150001525878906
2024-09-04,48.45000076293945,49.27999877929688,48.66999816894531
2024-09-05,48.150001525878906,49.06999969482422,48.68000030517578
2024-09-06,47.13999938964844,48.650001525878906,48.06999969482422
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2024-10-15,48.37666651407877,47.45483948447488,46.7819441045085
2024-10-16,48.63266491360134,48.03786487926137,46.878646742680075
2024-10-17,49.44644410875108,48.61014246275931,47.015046163962275
2024-10-18,49.584889899359816,49.090082887591734,47.172717080273934
2024-10-21,49.17022298177084,49.44004114522562,47.33923164886744
2024-10-22,52.07688878377278,50.159075958945536,47.62460342607611
2024-10-23,54.3893317328559,50.9856278268393,47.981004419084464
2024-10-24,53.8184440612793,51.80822922991467,48.382661618999315
2024-10-25,52.545111677381726,52.46506868717474,48.79399598111725
2024-10-28,52.2999998304579,52.95768602462042,49.21900643264663
2024-10-29,51.89911142985026,53.20826626880861,49.61715741703762
2024-10-30,51.6086680094401,53.31251064151913,49.99282028496225
2024-10-31,51.01955524020724,53.1802183752349,50.30947685035168
2024-11-01,50.56777606540256,52.9003268719958,50.586426795515095
2024-11-04,51.27199868096245,52.62571410208036,50.85365473758852
2024-11-05,53.21911129421658,52.546554753687474,51.16034257992347
2024-11-06,55.32600021362305,52.797682854128084,51.53155425538744
2024-11-07,56.24111048380535,53.2931559396719,51.96179089579465
2024-11-08,56.19711193508573,53.92250979023062,52.43694080318826
2024-11-11,57.30022328694662,54.78551941925313,52.990414743091335
2024-11-12,58.16644439697266,55.71026883426682,53.58537497004717
2024-11-13,58.12666575113932,56.63156835019331,54.20157886138509
2024-11-14,57.898665279812285,57.45612274979099,54.81241835852126
2024-11-15,57.30777774386936,58.03906650543213,55.38784889324361
2024-11-18,56.36244515313043,58.306933223179406,55.90178773317373
2024-11-19,55.12133399115668,58.19059394539177,56.32472658011575
2024-11-20,54.36888851589626,57.78499910891314,56.654647692650364
2024-11-21,54.9413328382704,57.313806021389,56.92507900995145
2024-11-22,57.58777703179254,57.15485998161944,57.21322682651258
2024-11-25,60.56733322143555,57.4108803297431,57.55600151843377
2024-11-26,57.88333443535699,57.3519047199596,57.812826247785765
2024-11-27,54.60066740247939,57.111997048844515,58.01125661111695
2024-11-29,54.55555564032661,56.74642052852746,58.158752609422564
2024-12-02,54.87266718546548,56.30630202949821,58.24293308536395
2024-12-03,53.956000349256726,55.79404664539155,58.23248566228631
2024-12-04,52.971111382378474,55.20930168680299,58.13039264564162
2024-12-05,52.872888692220045,54.598613332112635,57.96370593067358
2024-12-06,53.16577724880642,54.006138789354466,57.76231127581627
2024-12-09,52.89266586303711,53.39940961449694,57.51800171106506
2024-12-10,52.54533394707574,52.857923931270456,57.24393749149645
2024-12-11,52.097557237413206,52.38440672969406,56.93563776124064
2024-12-12,51.95733354356554,52.01629199436733,56.61060309092732
2024-12-13,52.32377632988824,51.78496931678804,56.279280207810416
2024-12-16,52.390222337510856,51.63786544453014,55.93564598223458
2024-12-17,51.510668690999346,51.452972120640084,55.556398896483465
2024-12-18,50.040002271864154,51.12333217488739,55.12263873592524
2024-12-19,49.59622319539388,50.755428481329055,54.656382540842856
2024-12-20,50.976445092095275,50.56847888054786,54.20635836828851
2024-12-23,52.64222352769641,50.637100257047834,53.794785442954115
2024-12-24,53.798443942599825,50.986825608257604,53.44576405476721
2024-12-26,54.58111004299588,51.55073884889676,53.175189234371025
2024-12-27,54.79466569688585,52.19959566620005,52.98003567375997
2024-12-30,54.19422149658203,52.781795382148765,52.835291743400376
2024-12-31,53.356889173719615,53.2299679502677,52.719536119404225
2025-01-02,51.75999976264105,53.35508588353277,52.57703488128181
2025-01-03,50.959333123101125,53.29342084397486,52.419958336710955
2025-01-06,52.486221652560765,53.29166135812735,52.292610048327354
2025-01-07,52.85288798014323,53.15949325611065,52.15465103959788
2025-01-08,51.384888627794055,52.846373325364404,51.98993841120928
2025-01-10,49.76311026679144,52.280155483097225,51.785936488326165
2025-01-13,49.202221679687504,51.583896659751986,51.56379199392209
2025-01-14,50.174666002061635,51.016493155244106,51.35879134564113
2025-01-15,51.58777770996094,50.70350105913171,51.18980010010247
2025-01-16,52.24866731431749,50.62535187428132,51.05897779926297
2025-01-17,51.614001125759536,50.61065736465124,50.94903771135154
2025-01-21,52.82888921101887,50.912779182004726,50.93068671085172
2025-01-22,53.71577623155381,51.283207688765096,50.96025751670856
2025-01-23,54.11711069742839,51.858788727103885,51.058832727231824
2025-01-24,54.406445058186854,52.50989179768087,51.200361140829614
2025-01-27,54.82933230929905,53.233813304323135,51.3955991836998
2025-01-28,51.99044392903645,53.42677176339286,51.51260336101445
2025-01-29,48.832666354709204,53.15512141818092,51.5527743447896
2025-01-30,48.32799953884548,52.553345154270986,51.51566529390341
2025-01-31,48.80955496893989,51.78758833682898,51.41838760007581
2025-02-03,48.19733395046658,50.87631918027804,51.23691206058124
2025-02-04,47.88311191134982,49.97438725211404,51.01112031282946
2025-02-05,47.81533423529731,49.07951650594735,50.74046372861546
2025-02-06,47.691778649224176,48.27086172442415,50.452290529024545
2025-02-07,47.439110819498694,47.56584098105823,50.14176388650939
2025-02-10,46.66177698771158,46.914514985022606,49.79938717556776
2025-02-11,46.29044460720487,46.42369509279986,49.44159530638592
2025-02-12,47.11866624620225,46.18487634237711,49.10515530027093
2025-02-13,48.01888775295681,46.16783851573993,48.79765564944527
2025-02-14,48.523554399278424,46.35940365019299,48.53380180991308
2025-02-18,48.5042224460178,46.64523736549146,48.30534374198828
2025-02-19,48.01822255452473,46.919763702788906,48.101057258229496
2025-02-20,47.76577716403537,47.17907746996199,47.920108942514716
2025-02-21,46.74333351982964,47.23690136781503,47.71988170464125
2025-02-24,46.032000393337675,47.190459867039806,47.50878431062457
2025-02-25,46.31399934556749,47.09731093435577,47.29284072849896
2025-02-26,47.81288765801323,47.157950249709096,47.11579349207352
2025-02-27,48.406222364637586,47.24471614358746,46.95460132005361
2025-02-28,48.89711261325413,47.48935662835191,46.846563163990844
2025-03-03,48.33955713907878,47.62943181900751,46.74386957580732
2025-03-04,45.82000139024523,47.44256286901829,46.59723744506348
2025-03-05,46.49888907538519,47.41295821103183,46.491196080692184
2025-03-06,47.75888883802626,47.3638976869129,46.39088609715656
2025-03-07,47.60911034478081,47.377108341398696,46.30259589447917
2025-03-10,47.903555891248914,47.4904114073386,46.248256606541254
2025-03-11,48.37822240193685,47.62327361350452,46.23249819558076
2025-03-12,48.24888932969835,47.73056195015515,46.25090759371292
2025-03-13,47.40177892049153,47.73135938504041,46.27903811893606
2025-03-14,47.65444497002496,47.78489830066631,46.33705199567214
2025-03-17,48.8595554775662,47.97324022416945,46.43729692485619
2025-03-18,49.18777635362414,48.2168533435838,46.561647880285996
2025-03-19,49.62377717759873,48.56444197667109,46.7283352599154
2025-03-20,49.86799960666232,48.90441275873225,46.91948849009764
2025-03-21,49.8633322821723,49.234870141264686,47.1366711610032
2025-03-24,51.02644339667426,49.71401972667479,47.41097414028443
2025-03-25,52.7379997253418,50.378867261647144,47.750647471155276
2025-03-26,52.27288970947266,50.95479721994111,48.09651831863227
2025-03-27,48.50644565158421,50.996216042423654,48.349177019807016
2025-03-28,45.57844518025717,50.55460285120712,48.503981840619204
2025-03-31,45.61755481296115,49.84857865007408,48.583545711711665
2025-04-01,46.684886847602,49.098493659114425,48.60518801654014
2025-04-02,47.753554111056864,48.50365109216599,48.59789869916252
2025-04-03,46.87400088840061,47.82775034933379,48.52506182360723
2025-04-04,44.42400148179795,46.93177390457748,48.37102099930864
2025-04-07,42.8184440612793,45.866274358410855,48.145146807431665
2025-04-08,41.98288769192166,44.681735771971866,47.83668692600501
2025-04-09,43.962667338053386,43.94762462731563,47.54132437422732
2025-04-10,44.87888971964518,43.432301295061656,47.216290610645466
2025-04-11,43.865556165907115,43.08367030833191,46.873078247292305
2025-04-14,44.412888929579,43.00695522275322,46.565935199124006
2025-04-15,44.965111287434894,43.014709874933416,46.28189281326159
2025-04-16,44.51355675591363,43.09367584823015,46.00917267081678
2025-04-17,44.37355609469943,43.27954296227658,45.75458284480693
2025-04-21,44.42488818698458,43.50499914755553,45.505671697012204
2025-04-22,44.89977705213759,43.832985168886395,45.28515966891678
2025-04-23,45.80244437323676,44.26603354466426,45.104113015977006
2025-04-24,46.907778676350915,44.80931711915251,44.979198352873475
2025-04-25,47.573556688096794,45.42637650361825,44.90897973225282
2025-04-28,47.62800148857965,46.04261219701726,44.8858506110839
2025-04-29,47.26666658189561,46.56132382363985,44.89158104585571
2025-04-30,45.81000010172526,46.79083427908101,44.87782716748457
2025-05-01,44.599555714925124,46.77859912475982,44.839233229508594
2025-05-02,44.68222130669486,46.624384663569465,44.78542320675048
2025-05-05,45.17377785576715,46.404457819554715,44.722519920362856
2025-05-06,45.46244447496202,46.174612221490776,44.65985219089979
2025-05-07,45.53288930257162,45.94321917496718,44.60682969763712
2025-05-08,46.76177741156685,45.922472254104946,44.61865077802239
2025-05-09,47.96466581556532,46.073055662840474,44.696901115846785
2025-05-12,49.450889163547096,46.567479026926534,44.879360812922705
2025-05-13,50.98844434950087,47.36049799023252,45.16354447708924
2025-05-14,51.207778252495665,48.264578205620566,45.521431904879464
2025-05-15,50.6077778286404,49.13372278948367,45.926324857715294
2025-05-16,50.33733206854925,49.893292803908835,46.365093007827014
2025-05-19,50.16155395507812,50.471042822800676,46.80826880289624
2025-05-20,50.101554277208116,50.898201923287786,47.24692620322818
2025-05-21,49.630887858072924,51.08901386178417,47.64797864468551
2025-05-22,49.10177663167318,51.06433535439628,48.00707131009699
2025-05-23,48.65110973782009,50.823845151760885,48.314990537259234
2025-05-27,48.68599955240885,50.47962048105347,48.586403454468886
2025-05-28,48.37066777547201,50.00656357092259,48.80085305216354
2025-05-29,48.219778866238066,49.54267769421334,48.97952843314948
2025-05-30,49.16800062391493,49.24502695058847,49.15336778211161
2025-06-02,48.62688819037544,48.882806287493025,49.27766536656595
2025-06-03,48.39311108059354,48.660521245683945,49.39279397169232
2025-06-04,48.11022169325088,48.39330088000277,49.465649356483254
2025-06-05,47.19399905734591,48.0738632109671,49.49142001058307
2025-06-06,47.023556264241535,47.792918335885716,49.4842627216588
2025-06-09,47.59933446248372,47.59730329604376,49.460413780509235
2025-06-10,48.700444963243264,47.60581595020377,49.44868044404483
2025-06-11,49.96111043294271,47.85813489377241,49.47508170649314
2025-06-12,50.03666475084092,48.17359563720176,49.51665781723615
2025-06-13,49.06266657511393,48.42366356473981,49.556008159742355
2025-06-16,48.86466801961263,48.67305842775287,49.602781846112556
2025-06-17,48.565777587890615,48.78778736742028,49.62423074047266
2025-06-18,47.97333263821073,48.811162689341096,49.6123576124164
2025-06-20,47.904000430636934,48.78066099984305,49.569031573577504
2025-06-23,48.29577865600586,48.730680552726184,49.50434675792324
2025-06-24,48.91155590481228,48.72697802820247,49.436580374750534
2025-06-25,48.641333940294054,48.65057861906109,49.34779724331372
2025-06-26,48.750667063395184,48.635268310778066,49.26941817023952
2025-06-27,49.60977783203125,48.73288006076565,49.218251873613475
2025-06-30,49.69399939643012,48.86018687458782,49.180560697357315
2025-07-01,51.19844301011827,49.30462558482116,49.222250658910255
2025-07-02,53.170666080051,49.997136706397654,49.34497193654234
"
3233,US,technical,"For PepsiCo from October 20, 2019 to March 24, 2020, what percentage of days were the 5, 20, 60-day Hull Moving Average lines in long alignment? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.4545,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2019-06-13,132.94000244140625,133.7899932861328,133.4499969482422
2019-06-14,132.72999572753906,133.5399932861328,133.00999450683594
2019-06-17,132.52000427246094,133.24000549316406,132.72000122070312
2019-06-18,132.05999755859375,134.4199981689453,134.4199981689453
2019-06-19,132.85000610351562,133.2899932861328,132.05999755859375
2019-06-20,134.16000366210938,134.4499969482422,133.8699951171875
2019-06-21,133.9600067138672,134.55999755859375,134.16000366210938
2019-06-24,134.13999938964844,135.24000549316406,134.64999389648438
2019-06-25,133.80999755859375,134.47999572753906,133.97999572753906
2019-06-26,132.32000732421875,133.77000427246094,133.05999755859375
2019-06-27,131.69000244140625,132.44000244140625,132.25
2019-06-28,131.1300048828125,132.41000366210938,132.27999877929688
2019-07-01,131.8699951171875,132.2899932861328,131.99000549316406
2019-07-02,132.42999267578125,132.64999389648438,132.08999633789062
2019-07-03,133.99000549316406,134.08999633789062,132.97999572753906
2019-07-05,133.02000427246094,133.49000549316406,132.88999938964844
2019-07-08,132.55999755859375,133.38999938964844,133.10000610351562
2019-07-09,131.74000549316406,133.39999389648438,133.0
2019-07-10,134.41000366210938,134.4600067138672,132.39999389648438
2019-07-11,134.35000610351562,134.74000549316406,134.2100067138672
2019-07-12,133.27999877929688,134.42999267578125,134.0
2019-07-15,134.14999389648438,134.16000366210938,133.60000610351562
2019-07-16,133.8000030517578,135.24000549316406,134.0800018310547
2019-07-17,132.77999877929688,134.27999877929688,133.9199981689453
2019-07-18,132.8800048828125,133.1999969482422,132.61000061035156
2019-07-19,130.08999633789062,133.19000244140625,133.1699981689453
2019-07-22,130.27999877929688,130.80999755859375,130.49000549316406
2019-07-23,130.74000549316406,132.24000549316406,131.1300048828125
2019-07-24,129.2100067138672,131.1999969482422,131.1999969482422
2019-07-25,128.99000549316406,129.52999877929688,128.6300048828125
2019-07-26,131.22000122070312,131.4199981689453,129.44000244140625
2019-07-29,131.52999877929688,132.05999755859375,131.5
2019-07-30,130.47999572753906,132.0800018310547,131.33999633789062
2019-07-31,127.80999755859376,130.47999572753906,130.47999572753906
2019-08-01,127.13999938964844,129.39999389648438,128.9600067138672
2019-08-02,127.91999816894533,128.82000732421875,127.0999984741211
2019-08-05,124.4000015258789,129.14999389648438,128.35000610351562
2019-08-06,126.4499969482422,127.0,124.77999877929688
2019-08-07,127.77999877929688,128.33999633789062,126.4000015258789
2019-08-08,129.47000122070312,129.75,128.10000610351562
2019-08-09,128.60000610351562,129.74000549316406,129.7100067138672
2019-08-12,128.35000610351562,129.14999389648438,128.4499969482422
2019-08-13,129.92999267578125,130.3800048828125,128.27999877929688
2019-08-14,129.1199951171875,130.52999877929688,129.52000427246094
2019-08-15,130.72000122070312,131.22000122070312,129.66000366210938
2019-08-16,131.75999450683594,132.32000732421875,131.4199981689453
2019-08-19,132.57000732421875,132.85000610351562,132.07000732421875
2019-08-20,132.05999755859375,133.10000610351562,132.8000030517578
2019-08-21,132.33999633789062,133.63999938964844,132.91000366210938
2019-08-22,132.66000366210938,132.92999267578125,131.75
2019-08-23,130.27000427246094,133.35000610351562,132.4499969482422
2019-08-26,133.74000549316406,133.75,130.82000732421875
2019-08-27,134.75999450683594,135.36000061035156,134.1999969482422
2019-08-28,135.19000244140625,135.33999633789062,134.5
2019-08-29,136.02000427246094,136.44000244140625,135.61000061035156
2019-08-30,136.72999572753906,137.11000061035156,136.11000061035156
2019-09-03,137.4600067138672,137.6699981689453,136.35000610351562
2019-09-04,139.14999389648438,139.17999267578125,137.80999755859375
2019-09-05,135.97999572753906,138.8000030517578,138.8000030517578
2019-09-06,137.3699951171875,137.4199981689453,136.92999267578125
2019-09-09,136.39999389648438,136.67999267578125,136.39999389648438
2019-09-10,135.86000061035156,136.50999450683594,135.74000549316406
2019-09-11,136.36000061035156,136.7899932861328,135.27000427246094
2019-09-12,137.2899932861328,138.2899932861328,136.74000549316406
2019-09-13,136.44000244140625,136.9499969482422,136.0800018310547
2019-09-16,134.8800048828125,136.5,136.38999938964844
2019-09-17,135.6999969482422,136.30999755859375,134.9600067138672
2019-09-18,135.5,136.0,135.80999755859375
2019-09-19,135.47999572753906,135.83999633789062,135.41000366210938
2019-09-20,134.7100067138672,135.75999450683594,135.0
2019-09-23,135.44000244140625,135.75,134.9600067138672
2019-09-24,135.36000061035156,136.4499969482422,136.25
2019-09-25,135.08999633789062,135.66000366210938,135.2100067138672
2019-09-26,135.72000122070312,136.3300018310547,135.8699951171875
2019-09-27,135.60000610351562,136.24000549316406,136.24000549316406
2019-09-30,137.10000610351562,137.72999572753906,136.07000732421875
2019-10-01,137.3699951171875,137.94000244140625,136.92999267578125
2019-10-02,133.94000244140625,137.3800048828125,136.88999938964844
2019-10-03,137.92999267578125,139.75,138.44000244140625
2019-10-04,140.27999877929688,140.4499969482422,137.83999633789062
2019-10-07,138.33999633789062,139.61000061035156,139.2899932861328
2019-10-08,137.24000549316406,138.4499969482422,137.64999389648438
2019-10-09,137.85000610351562,138.1699981689453,137.32000732421875
2019-10-10,137.88999938964844,138.25,137.11000061035156
2019-10-11,137.63999938964844,138.6999969482422,138.0800018310547
2019-10-14,137.4499969482422,138.3000030517578,137.83999633789062
2019-10-15,136.3300018310547,137.9499969482422,137.47999572753906
2019-10-16,136.4199981689453,136.49000549316406,136.13999938964844
2019-10-17,136.9600067138672,137.6199951171875,137.07000732421875
2019-10-18,136.25,137.3699951171875,137.27000427246094
2019-10-21,136.1199951171875,136.74000549316406,136.33999633789062
2019-10-22,136.66000366210938,137.35000610351562,136.64999389648438
2019-10-23,137.4499969482422,137.5,136.61000061035156
2019-10-24,137.88999938964844,138.11000061035156,137.6999969482422
2019-10-25,136.63999938964844,137.9199981689453,137.77999877929688
2019-10-28,136.57000732421875,137.5500030517578,136.5500030517578
2019-10-29,136.0800018310547,137.1199951171875,136.8300018310547
2019-10-30,136.89999389648438,137.2899932861328,135.86000061035156
2019-10-31,137.1699981689453,137.52999877929688,136.8000030517578
2019-11-01,136.92999267578125,138.33999633789062,137.5500030517578
2019-11-04,135.16000366210938,137.10000610351562,136.8000030517578
2019-11-05,134.00999450683594,135.10000610351562,134.8300018310547
2019-11-06,134.44000244140625,134.8800048828125,134.5
2019-11-07,133.32000732421875,134.5,134.41000366210938
2019-11-08,133.1300048828125,134.1300048828125,133.2899932861328
2019-11-11,132.38999938964844,133.02999877929688,133.02999877929688
2019-11-12,131.97999572753906,132.67999267578125,132.67999267578125
2019-11-13,133.2899932861328,133.57000732421875,132.6300048828125
2019-11-14,133.3300018310547,133.91000366210938,133.60000610351562
2019-11-15,133.80999755859375,133.9199981689453,133.66000366210938
2019-11-18,134.05999755859375,135.69000244140625,134.0
2019-11-19,134.57000732421875,135.05999755859375,134.64999389648438
2019-11-20,133.74000549316406,135.1999969482422,134.30999755859375
2019-11-21,133.91000366210938,134.2100067138672,133.42999267578125
2019-11-22,134.07000732421875,134.52999877929688,133.9199981689453
2019-11-25,133.8300018310547,134.77999877929688,134.66000366210938
2019-11-26,135.6999969482422,135.8699951171875,134.2899932861328
2019-11-27,135.91000366210938,136.52000427246094,135.6999969482422
2019-11-29,135.8300018310547,136.4199981689453,136.05999755859375
2019-12-02,135.8800048828125,136.64999389648438,136.64999389648438
2019-12-03,135.4600067138672,136.66000366210938,136.66000366210938
2019-12-04,137.3000030517578,137.3699951171875,134.9499969482422
2019-12-05,136.33999633789062,136.5399932861328,136.19000244140625
2019-12-06,137.36000061035156,137.69000244140625,136.6699981689453
2019-12-09,137.16000366210938,138.0399932861328,137.14999389648438
2019-12-10,136.27000427246094,137.61000061035156,137.61000061035156
2019-12-11,137.10000610351562,137.5399932861328,137.0500030517578
2019-12-12,137.17999267578125,137.89999389648438,136.8000030517578
2019-12-13,137.94000244140625,138.25,136.92999267578125
2019-12-16,137.05999755859375,137.52000427246094,136.9499969482422
2019-12-17,136.1699981689453,137.44000244140625,137.0500030517578
2019-12-18,135.97000122070312,137.3000030517578,137.0500030517578
2019-12-19,136.47000122070312,136.74000549316406,136.22000122070312
2019-12-20,137.9199981689453,138.1300048828125,137.41000366210938
2019-12-23,137.0399932861328,138.1300048828125,137.69000244140625
2019-12-24,136.88999938964844,137.3800048828125,137.08999633789062
2019-12-26,136.69000244140625,137.33999633789062,136.86000061035156
2019-12-27,137.5399932861328,137.5800018310547,136.8800048828125
2019-12-30,136.80999755859375,137.97000122070312,136.6999969482422
2019-12-31,136.6699981689453,137.25999450683594,136.69000244140625
2020-01-02,135.82000732421875,137.22999572753906,136.8699951171875
2020-01-03,135.6300048828125,136.7899932861328,135.4600067138672
2020-01-06,136.14999389648438,136.32000732421875,135.3000030517578
2020-01-07,134.00999450683594,136.07000732421875,136.0
2020-01-08,134.6999969482422,135.36000061035156,134.4600067138672
2020-01-09,134.7899932861328,135.3800048828125,135.2899932861328
2020-01-10,134.52999877929688,135.4199981689453,135.1699981689453
2020-01-13,136.52999877929688,136.58999633789062,134.64999389648438
2020-01-14,136.85000610351562,136.94000244140625,136.17999267578125
2020-01-15,139.1999969482422,139.25,137.0399932861328
2020-01-16,139.61000061035156,140.16000366210938,139.35000610351562
2020-01-17,141.25999450683594,141.32000732421875,140.10000610351562
2020-01-21,141.86000061035156,142.1199951171875,140.61000061035156
2020-01-22,143.3800048828125,143.57000732421875,141.80999755859375
2020-01-23,143.64999389648438,143.85000610351562,143.08999633789062
2020-01-24,142.9199981689453,144.14999389648438,143.8300018310547
2020-01-27,142.13999938964844,143.36000061035156,141.64999389648438
2020-01-28,142.44000244140625,142.9199981689453,142.1300048828125
2020-01-29,141.72999572753906,142.4499969482422,142.0
2020-01-30,143.8300018310547,143.9600067138672,142.32000732421875
2020-01-31,142.02000427246094,144.64999389648438,143.80999755859375
2020-02-03,142.50999450683594,143.07000732421875,142.77000427246094
2020-02-04,143.22000122070312,144.05999755859375,143.1999969482422
2020-02-05,144.3000030517578,144.58999633789062,143.67999267578125
2020-02-06,144.3300018310547,145.3000030517578,144.63999938964844
2020-02-07,145.3699951171875,145.72000122070312,144.25999450683594
2020-02-10,145.66000366210938,146.4199981689453,145.92999267578125
2020-02-11,146.0800018310547,146.36000061035156,146.2100067138672
2020-02-12,146.0800018310547,146.74000549316406,146.67999267578125
2020-02-13,146.47000122070312,147.1300048828125,145.25
2020-02-14,146.99000549316406,147.14999389648438,146.57000732421875
2020-02-18,145.60000610351562,147.1999969482422,147.11000061035156
2020-02-19,145.52999877929688,146.47999572753906,145.6199951171875
2020-02-20,145.16000366210938,145.8000030517578,145.77000427246094
2020-02-21,145.85000610351562,145.9199981689453,145.05999755859375
2020-02-24,142.63999938964844,147.14999389648438,145.86000061035156
2020-02-25,141.10000610351562,144.3800048828125,142.58999633789062
2020-02-26,141.97999572753906,143.75,142.44000244140625
2020-02-27,136.3699951171875,143.13999938964844,141.41000366210938
2020-02-28,132.02999877929688,133.75,133.24000549316406
2020-03-02,137.5800018310547,137.77000427246094,132.0
2020-03-03,135.5800018310547,139.6699981689453,137.19000244140625
2020-03-04,142.38999938964844,142.7100067138672,136.19000244140625
2020-03-05,138.10000610351562,141.4199981689453,138.80999755859375
2020-03-06,137.25999450683594,138.1699981689453,131.55999755859375
2020-03-09,130.16000366210938,133.35000610351562,130.17999267578125
2020-03-10,134.13999938964844,134.57000732421875,132.0500030517578
2020-03-11,129.75,132.5399932861328,130.5800018310547
2020-03-12,115.33999633789062,125.0,122.0999984741211
2020-03-13,127.4499969482422,127.58999633789062,120.68000030517578
2020-03-16,113.08999633789062,123.81999969482422,114.69000244140624
2020-03-17,127.72000122070312,127.86000061035156,116.6999969482422
2020-03-18,120.91999816894533,127.72000122070312,120.83999633789062
2020-03-19,117.33999633789062,122.08999633789062,121.43000030517578
2020-03-20,103.93000030517578,118.4499969482422,118.23999786376952
2020-03-23,105.18000030517578,112.87000274658205,106.0
2020-03-24,113.83999633789062,114.43000030517578,109.93000030517578
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2019-09-16,135.46489359537762,137.22845342264546,136.15697098869578
2019-09-17,134.89844631618925,136.77530206721582,136.48816099943767
2019-09-18,135.29555392795137,136.31499891338927,136.76925009510163
2019-09-19,135.45977410210503,135.93952847765635,137.0009352041922
2019-09-20,134.96444634331598,135.57303455435354,137.16620966258168
2019-09-23,134.98200581868488,135.3067195221872,137.29181350196384
2019-09-24,135.36933593749998,135.12602017026958,137.38407994135574
2019-09-25,135.267330593533,134.98123913851651,137.44162990903115
2019-09-26,135.48066440158422,134.94707750857134,137.48179262571483
2019-09-27,135.74333767361114,134.98342377171372,137.5026402402196
2019-09-30,136.70423041449655,135.23916137695312,137.5418169064594
2019-10-01,137.71200052897134,135.6488076418922,137.60134366763535
2019-10-02,135.55599772135417,135.75276904283663,137.59091113142077
2019-10-03,135.9213283962674,136.04514625119958,137.61571232290743
2019-10-04,139.7093282063802,136.6917416355414,137.7229495561083
2019-10-07,140.30221896701389,137.34225308174695,137.84553809629332
2019-10-08,138.0831136067708,137.8438383067738,137.9451612627145
2019-10-09,137.18578592936197,138.18197726030886,138.032851746646
2019-10-10,137.58267076280384,138.36845309699257,138.1093174512317
2019-10-11,137.73133205837675,138.45414894995753,138.1692983662718
2019-10-14,137.5006629096137,138.4428000802705,138.19883244725727
2019-10-15,136.60399881998697,138.23829092512915,138.17718183726822
2019-10-16,136.01377766927084,137.9312349413587,138.12563752647023
2019-10-17,136.47867058648004,137.5951603705336,138.06966406210844
2019-10-18,136.52600402832033,137.20041411891128,137.99363416762196
2019-10-21,136.10310804578992,136.82711332246853,137.9021265876065
2019-10-22,136.31799858940974,136.55733403523763,137.8144908593598
2019-10-23,137.22911071777347,136.4609239441182,137.7517924368407
2019-10-24,138.06777615017361,136.5515391633005,137.72311331572763
2019-10-25,137.4417768690321,136.62600564469506,137.6925257099395
2019-10-28,136.47711588541665,136.66464225273626,137.6576384046366
2019-10-29,135.9577836778429,136.61857668459672,137.60670812302826
2019-10-30,136.3482194688585,136.60310148429045,137.5606697011674
2019-10-31,137.13243849012585,136.6640247011391,137.5228384308194
2019-11-01,137.24465976291233,136.7498143368676,137.48487928276717
2019-11-04,135.83822089301216,136.64273092228615,137.40440425734954
2019-11-05,133.90555487738717,136.2571438056979,137.26426860398377
2019-11-06,133.4973331027561,135.75273138269202,137.0859623160029
2019-11-07,133.2993398030599,135.11492941588034,136.85088860773857
2019-11-08,132.84223056369356,134.4626700476444,136.56655377253057
2019-11-11,132.3095581054687,133.7796171345236,136.23025166507043
2019-11-12,131.75377332899302,133.0739174946046,135.85241604708665
2019-11-13,132.50065816243486,132.55641834341603,135.48520292236137
2019-11-14,133.4702189127604,132.22808157388266,135.1337637148064
2019-11-15,133.9480000813802,132.1361305243422,134.81400773144293
2019-11-18,134.25177612304688,132.26052660657214,134.53776297835722
2019-11-19,134.628226047092,132.56538045247393,134.31558189208613
2019-11-20,134.27356397840708,132.8780272512725,134.1209519147891
2019-11-21,133.80645073784723,133.18642258020708,133.95302695192484
2019-11-22,133.90289510091145,133.4779477298621,133.8086758247136
2019-11-25,133.91711527506513,133.71127370264622,133.6787931730397
2019-11-26,135.0557756212023,134.0917944897408,133.60554309600113
2019-11-27,136.29622124565972,134.54906253765157,133.58353739530466
2019-11-29,136.38822462293834,135.00974635665034,133.60116999378968
2019-12-02,136.10044894748262,135.4279503813244,133.6537960891299
2019-12-03,135.65689595540363,135.71143010391302,133.72169255626034
2019-12-04,136.58378329806854,136.08583848036727,133.84251342042026
2019-12-05,137.04244283040362,136.41006328037807,133.98019682420792
2019-12-06,137.2091078016493,136.77678924560547,134.15106032212228
2019-12-09,137.43777940538195,137.11222118163005,134.34470629637204
2019-12-10,136.71956075032554,137.2703925941104,134.5344834721862
2019-12-11,136.62467346191409,137.37680571452879,134.73896454007087
2019-12-12,137.13777601453992,137.44455175490606,134.95467414574497
2019-12-13,137.8259962293837,137.57861007161986,135.1937716617283
2019-12-16,137.6497762044271,137.66341997485137,135.43234071199626
2019-12-17,136.46199781629775,137.58917661922834,135.6466226517096
2019-12-18,135.65088873969185,137.36670098110713,135.83500323152342
2019-12-19,135.93177964952258,137.11672435215542,136.0118968354017
2019-12-20,137.39822218153213,137.04197573575107,136.21005143358698
2019-12-23,137.81132778591578,137.02237881681103,136.4017275865261
2019-12-24,137.14310641818577,137.02125612927722,136.5812231317397
2019-12-26,136.6542236328125,136.98119986992378,136.74446320933006
2019-12-27,137.0977759467231,136.99365537304902,136.91063471374795
2019-12-30,137.19043952094185,136.9854296234263,137.05676900593667
2019-12-31,136.72310824924045,136.96348578184717,137.17654017505365
2020-01-02,135.96133795844187,136.84444384884526,137.2493325989103
2020-01-03,135.36711968315973,136.6292327174067,137.27987326669827
2020-01-06,135.6675550672743,136.41942490284578,137.28813362921775
2020-01-07,134.71376953125,135.9990233034076,137.22593712507592
2020-01-08,133.99799329969616,135.55923916903407,137.12176336376012
2020-01-09,134.42688293457033,135.15356453635474,136.98911776783658
2020-01-10,134.598440890842,134.78288391707778,136.8295208986901
2020-01-13,135.84711066351997,134.70395389309178,136.70133503978744
2020-01-14,137.23267144097224,134.86342353193277,136.6103850558417
2020-01-15,139.0084469265408,135.42895902691467,136.6089002509397
2020-01-16,140.40177680121528,136.2772295402758,136.69405041281314
2020-01-17,141.52599589029953,137.39930766250149,136.88330627819505
2020-01-21,142.47755262586804,138.67846877721482,137.16640888337164
2020-01-22,143.5711147732205,140.1095869498645,137.5521435648489
2020-01-23,144.31777750651042,141.54004156269554,138.01327255267083
2020-01-24,143.74399549696182,142.74520386204577,138.5051081984475
2020-01-27,142.45955335828992,143.58703182930554,138.9858737424423
2020-01-28,142.001112874349,144.09566830061215,139.45296785714316
2020-01-29,141.76355489095053,144.25612691573767,139.87976103305203
2020-01-30,142.917776828342,144.38411017942224,140.31692583865518
2020-01-31,143.01000366210937,144.2934961076216,140.71298892822404
2020-02-03,142.35177714029948,144.0899297739004,141.0843912797016
2020-02-04,142.8488864474826,143.896479627601,141.45154081692684
2020-02-05,144.10555759006078,143.81869723695695,141.83858931235173
2020-02-06,144.81155904134116,143.87549290512547,142.23869693803462
2020-02-07,145.4091091579861,144.1320762680516,142.66941516206958
2020-02-10,145.9844434950087,144.52651712524943,143.12339945703312
2020-02-11,146.32200283474393,145.01019914701388,143.6027794361799
2020-02-12,146.38555840386286,145.508295990915,144.09246014666618
2020-02-13,146.50733506944445,145.98796292986188,144.58792187874525
2020-02-14,146.97378167046443,146.4824336308731,145.08862721483834
2020-02-18,146.31534016927085,146.78229774177848,145.5489629438615
2020-02-19,145.3646691216363,146.89705163600644,145.96168613470823
2020-02-20,144.96044514973957,146.81641462515958,146.3173044106489
2020-02-21,145.35978257921008,146.67702501635532,146.63228348789656
2020-02-24,143.7566694471571,146.179597651494,146.82877622770894
2020-02-25,140.89866977267792,145.30000310988652,146.88371541080247
2020-02-26,140.48844401041666,144.31958077038522,146.83966515290766
2020-02-27,137.72266031901043,142.76103478567939,146.58273566410466
2020-02-28,131.9728841145833,140.50780404689507,146.04897683993207
2020-03-02,133.14022284613716,138.55473652430942,145.43227593341075
2020-03-03,135.96555887858074,136.7995821198963,144.7175596475271
2020-03-04,140.45977918836806,136.15133695792323,144.1125352363772
2020-03-05,141.33289252387155,135.88705914518016,143.51544943408908
2020-03-06,138.11311069064672,135.7213757462935,142.92146417748876
2020-03-09,131.87088792588975,134.91312097524667,142.18040689677463
2020-03-10,130.37066752115882,134.09286262941566,141.41812484531607
2020-03-11,130.19266662597656,132.9902636177096,140.5240288620339
2020-03-12,119.2264417860243,130.3206223042806,139.18488963376583
2020-03-13,118.68444010416665,128.0971988172655,137.77944977823162
2020-03-16,116.86399570041233,124.7249456833348,136.01956763409086
2020-03-17,120.54466586642796,122.50520339437378,134.35861653843335
2020-03-18,124.28400031195747,120.6636430213565,132.66481306456404
2020-03-19,119.29488627115886,118.76915523116209,130.888770829761
2020-03-20,106.93844265407985,115.73544576471502,128.7736092197247
2020-03-23,99.80222286648218,112.12594250699661,126.45636285227728
2020-03-24,107.16177622477214,109.51743686989786,124.1947422132727
"
3234,US,technical,"Calculate the percentage of days with long alignment in the 10, 20, 30-day Hull Moving Average lines for Occidental Petroleum from November 04, 2020 to October 20, 2021. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.7953,hard,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2020-09-01,12.479999542236328,12.619999885559082,12.59000015258789
2020-09-02,12.399999618530272,12.65999984741211,12.31999969482422
2020-09-03,12.59000015258789,12.899999618530272,12.350000381469728
2020-09-04,12.25,12.84000015258789,12.720000267028809
2020-09-08,11.0600004196167,11.979999542236328,11.869999885559082
2020-09-09,11.06999969482422,11.210000038146973,11.210000038146973
2020-09-10,10.1899995803833,11.079999923706056,11.050000190734863
2020-09-11,10.220000267028809,10.359999656677246,10.1899995803833
2020-09-14,10.170000076293944,10.380000114440918,10.220000267028809
2020-09-15,10.710000038146973,10.890000343322754,10.229999542236328
2020-09-16,11.640000343322754,12.029999732971191,10.869999885559082
2020-09-17,11.859999656677246,12.029999732971191,11.199999809265137
2020-09-18,11.649999618530272,12.09000015258789,11.789999961853027
2020-09-21,11.289999961853027,11.31999969482422,11.09000015258789
2020-09-22,11.079999923706056,11.59000015258789,11.329999923706056
2020-09-23,10.40999984741211,11.270000457763672,11.130000114440918
2020-09-24,10.640000343322754,10.869999885559082,10.34000015258789
2020-09-25,10.220000267028809,10.579999923706056,10.460000038146973
2020-09-28,10.34000015258789,10.649999618530272,10.420000076293944
2020-09-29,9.989999771118164,10.350000381469728,10.34000015258789
2020-09-30,10.010000228881836,10.270000457763672,10.020000457763672
2020-10-01,9.68000030517578,9.979999542236328,9.970000267028809
2020-10-02,9.869999885559082,9.899999618530272,9.25
2020-10-05,10.510000228881836,10.520000457763672,10.100000381469728
2020-10-06,10.130000114440918,10.779999732971191,10.670000076293944
2020-10-07,10.279999732971191,10.31999969482422,10.229999542236328
2020-10-08,11.18000030517578,11.199999809265137,10.40999984741211
2020-10-09,10.81999969482422,11.34000015258789,11.199999809265137
2020-10-12,10.8100004196167,10.850000381469728,10.640000343322754
2020-10-13,10.520000457763672,10.960000038146973,10.760000228881836
2020-10-14,10.449999809265137,10.949999809265137,10.520000457763672
2020-10-15,10.609999656677246,10.609999656677246,10.229999542236328
2020-10-16,10.09000015258789,10.529999732971191,10.510000228881836
2020-10-19,9.81999969482422,10.210000038146973,10.1899995803833
2020-10-20,10.06999969482422,10.199999809265137,9.920000076293944
2020-10-21,9.65999984741211,9.960000038146973,9.859999656677246
2020-10-22,10.170000076293944,10.199999809265137,9.699999809265137
2020-10-23,10.020000457763672,10.359999656677246,10.25
2020-10-26,9.460000038146973,9.84000015258789,9.789999961853027
2020-10-27,9.270000457763672,9.5,9.399999618530272
2020-10-28,8.880000114440918,9.15999984741211,8.979999542236328
2020-10-29,9.130000114440918,9.18000030517578,8.699999809265137
2020-10-30,9.130000114440918,9.1899995803833,9.0
2020-11-02,9.649999618530272,9.800000190734863,9.260000228881836
2020-11-03,9.6899995803833,10.010000228881836,9.890000343322754
2020-11-04,9.8100004196167,9.989999771118164,9.65999984741211
2020-11-05,10.470000267028809,10.619999885559082,9.770000457763672
2020-11-06,10.010000228881836,10.470000267028809,10.34000015258789
2020-11-09,12.229999542236328,12.699999809265137,11.550000190734863
2020-11-10,12.380000114440918,12.449999809265137,12.079999923706056
2020-11-11,11.899999618530272,12.699999809265137,12.6899995803833
2020-11-12,11.3100004196167,11.960000038146973,11.579999923706056
2020-11-13,11.800000190734863,11.93000030517578,11.399999618530272
2020-11-16,12.699999809265137,12.710000038146973,12.5
2020-11-17,12.989999771118164,12.989999771118164,12.359999656677246
2020-11-18,12.869999885559082,13.720000267028809,13.079999923706056
2020-11-19,13.359999656677246,13.420000076293944,12.670000076293944
2020-11-20,13.489999771118164,13.710000038146973,13.6899995803833
2020-11-23,15.760000228881836,15.8100004196167,13.850000381469728
2020-11-24,16.780000686645508,17.270000457763672,16.969999313354492
2020-11-25,16.719999313354492,17.100000381469727,16.649999618530273
2020-11-27,16.559999465942383,16.950000762939453,16.719999313354492
2020-11-30,15.760000228881836,16.549999237060547,16.239999771118164
2020-12-01,15.130000114440918,16.139999389648438,15.899999618530272
2020-12-02,15.890000343322754,16.510000228881836,14.920000076293944
2020-12-03,16.389999389648438,16.739999771118164,16.030000686645508
2020-12-04,18.59000015258789,18.61000061035156,16.90999984741211
2020-12-07,18.190000534057617,18.68000030517578,17.829999923706055
2020-12-08,19.1299991607666,19.299999237060547,17.860000610351562
2020-12-09,19.38999938964844,20.399999618530277,19.649999618530277
2020-12-10,21.309999465942383,21.61000061035156,19.399999618530277
2020-12-11,20.88999938964844,21.350000381469727,21.209999084472656
2020-12-14,19.170000076293945,21.649999618530277,21.43000030517578
2020-12-15,19.84000015258789,20.18000030517578,19.559999465942383
2020-12-16,19.450000762939453,19.8799991607666,19.770000457763672
2020-12-17,19.18000030517578,19.770000457763672,19.71999931335449
2020-12-18,18.520000457763672,19.479999542236328,19.06999969482422
2020-12-21,17.469999313354492,18.030000686645508,17.010000228881836
2020-12-22,16.920000076293945,17.56999969482422,17.5
2020-12-23,17.889999389648438,18.38999938964844,17.1299991607666
2020-12-24,17.670000076293945,18.170000076293945,18.170000076293945
2020-12-28,17.399999618530273,18.11000061035156,17.719999313354492
2020-12-29,17.239999771118164,17.790000915527344,17.59000015258789
2020-12-30,17.90999984741211,18.13999938964844,17.209999084472656
2020-12-31,17.309999465942383,17.920000076293945,17.809999465942383
2021-01-04,17.450000762939453,17.979999542236328,17.75
2021-01-05,19.209999084472656,19.950000762939453,17.799999237060547
2021-01-06,20.0,20.280000686645508,19.520000457763672
2021-01-07,20.56999969482422,21.149999618530277,20.209999084472656
2021-01-08,20.07999992370605,21.030000686645508,20.8799991607666
2021-01-11,20.07999992370605,20.18000030517578,19.25
2021-01-12,22.6200008392334,22.790000915527344,20.59000015258789
2021-01-13,22.32999992370605,22.780000686645508,22.690000534057617
2021-01-14,24.239999771118164,24.600000381469727,22.84000015258789
2021-01-15,22.38999938964844,23.709999084472656,23.450000762939453
2021-01-19,23.06999969482422,23.75,23.049999237060547
2021-01-20,23.020000457763672,23.530000686645508,23.270000457763672
2021-01-21,21.540000915527344,22.989999771118164,22.90999984741211
2021-01-22,21.489999771118164,21.600000381469727,20.670000076293945
2021-01-25,21.51000022888184,21.6200008392334,21.0
2021-01-26,20.3799991607666,22.420000076293945,21.899999618530277
2021-01-27,20.57999992370605,21.65999984741211,19.989999771118164
2021-01-28,20.950000762939453,21.489999771118164,20.799999237060547
2021-01-29,20.059999465942383,21.3799991607666,20.65999984741211
2021-02-01,20.38999938964844,20.75,20.6299991607666
2021-02-02,20.729999542236328,21.770000457763672,21.489999771118164
2021-02-03,22.020000457763672,22.15999984741211,20.979999542236328
2021-02-04,22.299999237060547,22.59000015258789,22.32999992370605
2021-02-05,22.559999465942383,23.13999938964844,22.82999992370605
2021-02-08,25.450000762939453,25.5,23.020000457763672
2021-02-09,24.649999618530277,25.149999618530277,24.600000381469727
2021-02-10,25.600000381469727,25.790000915527344,24.82999992370605
2021-02-11,24.979999542236328,25.40999984741211,25.399999618530277
2021-02-12,25.38999938964844,25.75,24.690000534057617
2021-02-16,26.459999084472656,26.950000762939453,26.65999984741211
2021-02-17,26.729999542236328,27.18000030517578,26.84000015258789
2021-02-18,25.280000686645508,26.729999542236328,26.450000762939453
2021-02-19,25.420000076293945,25.899999618530277,25.31999969482422
2021-02-22,26.46999931335449,27.459999084472656,25.989999771118164
2021-02-23,26.059999465942383,26.649999618530277,26.290000915527344
2021-02-24,28.15999984741211,28.68000030517578,26.5
2021-02-25,26.75,28.540000915527344,28.170000076293945
2021-02-26,26.61000061035156,27.01000022888184,26.26000022888184
2021-03-01,27.63999938964844,28.280000686645508,27.3700008392334
2021-03-02,27.81999969482422,28.51000022888184,27.59000015258789
2021-03-03,28.65999984741211,29.450000762939453,28.0
2021-03-04,29.899999618530277,30.6299991607666,29.18000030517578
2021-03-05,31.229999542236328,32.52000045776367,31.59000015258789
2021-03-08,29.770000457763672,31.899999618530277,31.68000030517578
2021-03-09,28.649999618530277,29.71999931335449,29.21999931335449
2021-03-10,29.36000061035156,29.6299991607666,28.850000381469727
2021-03-11,30.979999542236328,31.82999992370605,29.940000534057617
2021-03-12,30.6299991607666,31.270000457763672,30.700000762939453
2021-03-15,29.299999237060547,30.309999465942383,30.040000915527344
2021-03-16,28.170000076293945,29.239999771118164,28.600000381469727
2021-03-17,29.040000915527344,29.1299991607666,28.040000915527344
2021-03-18,26.6200008392334,28.670000076293945,28.489999771118164
2021-03-19,28.100000381469727,28.559999465942383,27.0
2021-03-22,27.459999084472656,28.229999542236328,27.81999969482422
2021-03-23,26.59000015258789,27.280000686645508,26.3799991607666
2021-03-24,27.059999465942383,27.96999931335449,27.5
2021-03-25,26.700000762939453,26.780000686645508,26.299999237060547
2021-03-26,27.76000022888184,27.899999618530277,27.739999771118164
2021-03-29,27.0,27.34000015258789,27.309999465942383
2021-03-30,27.32999992370605,27.71999931335449,26.690000534057617
2021-03-31,26.6200008392334,27.40999984741211,27.32999992370605
2021-04-01,27.3799991607666,27.81999969482422,26.81999969482422
2021-04-05,25.309999465942383,27.149999618530277,27.0
2021-04-06,25.350000381469727,26.190000534057617,25.6200008392334
2021-04-07,25.299999237060547,25.670000076293945,25.489999771118164
2021-04-08,24.729999542236328,24.950000762939453,24.920000076293945
2021-04-09,24.59000015258789,25.030000686645508,24.75
2021-04-12,24.229999542236328,25.15999984741211,24.780000686645508
2021-04-13,24.290000915527344,24.530000686645508,24.170000076293945
2021-04-14,25.549999237060547,26.049999237060547,25.0
2021-04-15,24.86000061035156,25.350000381469727,25.34000015258789
2021-04-16,24.3799991607666,25.18000030517578,25.0
2021-04-19,24.540000915527344,25.11000061035156,24.479999542236328
2021-04-20,23.200000762939453,24.51000022888184,24.5
2021-04-21,24.450000762939453,24.46999931335449,22.450000762939453
2021-04-22,24.100000381469727,24.709999084472656,24.56999969482422
2021-04-23,24.649999618530277,24.809999465942383,24.25
2021-04-26,24.899999618530277,25.13999938964844,24.43000030517578
2021-04-27,25.09000015258789,25.399999618530277,25.11000061035156
2021-04-28,26.100000381469727,26.239999771118164,25.350000381469727
2021-04-29,25.940000534057617,26.979999542236328,26.559999465942383
2021-04-30,25.36000061035156,26.309999465942383,25.549999237060547
2021-05-03,26.13999938964844,26.280000686645508,25.649999618530277
2021-05-04,25.86000061035156,26.56999969482422,26.51000022888184
2021-05-05,27.049999237060547,27.34000015258789,26.299999237060547
2021-05-06,26.649999618530277,27.200000762939453,27.100000381469727
2021-05-07,27.38999938964844,27.540000915527344,26.020000457763672
2021-05-10,26.6299991607666,28.1299991607666,27.709999084472656
2021-05-11,24.530000686645508,25.61000061035156,25.399999618530277
2021-05-12,25.1200008392334,26.46999931335449,24.63999938964844
2021-05-13,23.709999084472656,25.239999771118164,24.690000534057617
2021-05-14,25.100000381469727,25.399999618530277,24.1200008392334
2021-05-17,26.38999938964844,26.40999984741211,25.239999771118164
2021-05-18,25.8700008392334,26.82999992370605,26.34000015258789
2021-05-19,25.06999969482422,25.61000061035156,24.959999084472656
2021-05-20,24.950000762939453,25.21999931335449,25.13999938964844
2021-05-21,25.1200008392334,25.65999984741211,25.3799991607666
2021-05-24,25.440000534057617,25.549999237060547,25.3799991607666
2021-05-25,24.6200008392334,25.600000381469727,25.399999618530277
2021-05-26,25.290000915527344,25.440000534057617,24.670000076293945
2021-05-27,26.06999969482422,26.190000534057617,25.790000915527344
2021-05-28,25.959999084472656,26.25,26.11000061035156
2021-06-01,28.46999931335449,28.489999771118164,26.670000076293945
2021-06-02,29.229999542236328,29.8799991607666,28.68000030517578
2021-06-03,29.280000686645508,30.049999237060547,29.209999084472656
2021-06-04,29.13999938964844,29.90999984741211,29.440000534057617
2021-06-07,29.15999984741211,29.790000915527344,29.31999969482422
2021-06-08,29.190000534057617,29.489999771118164,29.09000015258789
2021-06-09,28.350000381469727,29.690000534057617,29.489999771118164
2021-06-10,28.32999992370605,29.290000915527344,29.049999237060547
2021-06-11,28.32999992370605,28.959999084472656,28.520000457763672
2021-06-14,28.280000686645508,29.3799991607666,28.65999984741211
2021-06-15,29.200000762939453,29.280000686645508,28.520000457763672
2021-06-16,30.540000915527344,30.700000762939453,28.920000076293945
2021-06-17,28.21999931335449,30.71999931335449,30.21999931335449
2021-06-18,27.989999771118164,28.84000015258789,28.170000076293945
2021-06-21,29.5,29.59000015258789,28.15999984741211
2021-06-22,30.01000022888184,30.06999969482422,29.440000534057617
2021-06-23,30.959999084472656,31.850000381469727,30.65999984741211
2021-06-24,31.739999771118164,31.780000686645508,30.65999984741211
2021-06-25,32.90999984741211,33.0099983215332,31.899999618530277
2021-06-28,31.239999771118164,32.650001525878906,32.61000061035156
2021-06-29,31.299999237060547,32.369998931884766,31.5
2021-06-30,31.270000457763672,31.899999618530277,31.670000076293945
2021-07-01,32.86000061035156,33.5,32.849998474121094
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2021-05-27,25.224374437813808,25.089252218849218,25.165103705211354
2021-05-28,25.57699004664566,25.254834738149274,25.17515062154408
2021-06-01,26.495312713854243,25.701399861207772,25.39221539760576
2021-06-02,27.761696206680455,26.394307393656153,25.81148659401897
2021-06-03,28.950948882825447,27.209542358943395,26.352766097352497
2021-06-04,29.702474276224773,28.017358686273745,26.939697559452398
2021-06-07,30.02960577300101,28.7125066470687,27.51613656457607
2021-06-08,29.99236362149017,29.269660768467627,28.038309313046035
2021-06-09,29.57077802792944,29.602802818265314,28.45184050481379
2021-06-10,29.035444745150482,29.742331456436222,28.774893186083826
2021-06-11,28.57705074464432,29.723943640143325,29.020591379322884
2021-06-14,28.270969997752797,29.588011732720712,29.196057352318984
2021-06-15,28.33961661560367,29.469748264742105,29.368956332736545
2021-06-16,28.961748152068168,29.51914586599771,29.61791090743089
2021-06-17,29.208838888611456,29.441438091823034,29.75870053923685
2021-06-18,29.043798188488893,29.25309950155613,29.78247975263972
2021-06-21,28.986151452498003,29.15196780968538,29.796346051684417
2021-06-22,29.206727133856884,29.18101405973558,29.81635895076191
2021-06-23,29.767413773199525,29.443938586990555,29.90341192908612
2021-06-24,30.650555105883665,29.914025466555643,30.111328709168244
2021-06-25,31.798130871551205,30.579720159175594,30.470886713527005
2021-06-28,32.36941376695729,31.13237590500803,30.813228229126196
2021-06-29,32.4319995494804,31.542427300457312,31.12390448129305
2021-06-30,32.14030276211826,31.80982037408011,31.38521843236834
2021-07-01,32.14572731942841,32.148402741750076,31.688017742198
2021-07-02,32.27367745794431,32.49840262194216,31.991754442303833
2021-07-06,32.02043532361888,32.57279854340987,32.16671155314292
2021-07-07,31.249829107342347,32.30828694347696,32.162794406371304
2021-07-08,30.365444863444623,31.815431100671947,32.02833850792232
2021-07-09,29.760000009247747,31.29497647941887,31.839066447596394
2021-07-12,29.465777468440507,30.819011021486098,31.61152661942239
2021-07-13,29.48515110786515,30.446037788391113,31.37990902247822
2021-07-14,29.122625913523667,29.91350655064438,31.01308068463452
2021-07-15,28.39752492230348,29.225782625437812,30.507280646019936
2021-07-16,27.264525126447584,28.342805533718753,29.83130574236634
2021-07-19,25.936464600611217,27.30778122988614,28.995969170190953
2021-07-20,24.921535565154716,26.373535848179937,28.130614372171383
2021-07-21,24.86838421291775,25.791445481519162,27.41481656809434
2021-07-22,25.402970161823315,25.492039518067333,26.84104850406715
2021-07-23,26.046717524287676,25.35692961416203,26.37968936879148
2021-07-26,26.663394353847313,25.38205525162932,26.06070195693696
2021-07-27,26.89091959095965,25.416486919948035,25.802033177242485
2021-07-28,26.93925274935636,25.56640248162406,25.62698084868838
2021-07-29,26.880131523055258,25.789211602314207,25.51838912963867
2021-07-30,26.675182086289535,25.97319776584576,25.426232899218054
2021-08-02,26.319838845609414,26.07726927579739,25.336510747752307
2021-08-03,26.138131860289906,26.147204819798986,25.307175319767342
2021-08-04,25.929859201835864,26.10276026325308,25.290171073927247
2021-08-05,25.873404649291377,26.05818496596762,25.322705884270345
2021-08-06,25.962505363695545,26.05059828118329,25.410117315476942
2021-08-09,25.957808259520863,25.98320169069034,25.47976567996445
2021-08-10,25.99564658463603,25.96340510438531,25.555513320772448
2021-08-11,26.21927284471916,26.02369639978781,25.66415414625599
2021-08-12,26.526202298174002,26.147064395755915,25.794678528146502
2021-08-13,26.5308187465475,26.20249261030387,25.874211553416373
2021-08-16,26.102657385546753,26.081179729891026,25.85329656635134
2021-08-17,25.309010850540314,25.76235853575009,25.710035652857957
2021-08-18,24.33382897617841,25.28026939061813,25.441039623615993
2021-08-19,23.17323283378524,24.594062445174046,25.01688620693795
2021-08-20,22.167798446886465,23.819301428031093,24.50332599257056
2021-08-23,21.870101169624707,23.220671448397948,24.049002978827367
2021-08-24,22.333454299695564,22.895609321676808,23.721228654854613
2021-08-25,23.207797299009382,22.830838480862703,23.525392640363357
2021-08-26,23.942716403922645,22.879879398428514,23.397926194796
2021-08-27,24.76681750711769,23.169496152473215,23.416325725022187
2021-08-30,25.325181402341283,23.569892209288362,23.504004864162873
2021-08-31,25.726787844571202,24.074963273135097,23.661901628842923
2021-09-01,25.786636556760232,24.55154082228095,23.8341156006543
2021-09-02,26.045283059399537,25.1055668540228,24.111495514873113
2021-09-03,26.171525444647283,25.591016702362985,24.41709801697817
2021-09-07,26.175525335832077,25.933849655250448,24.726610549051703
2021-09-08,25.86370702223344,26.065818531729956,24.97989548132838
2021-09-09,25.50657557670516,26.043342350551065,25.189732380118425
2021-09-10,25.132949179832384,25.928827155059547,25.340984324041663
2021-09-13,25.300181402341284,25.936550898366157,25.54367569366236
2021-09-14,25.67928261997724,26.004873881401956,25.748248856657295
2021-09-15,26.501525036975593,26.26932361660581,26.043668571116676
2021-09-16,27.206494760994957,26.58394913999549,26.35564134214941
2021-09-17,27.597727249607896,26.835314138338163,26.635691571594567
2021-09-20,27.253979800445865,26.881606782277423,26.771628502876528
2021-09-21,26.57630308709963,26.766578705444992,26.792976560763556
2021-09-22,26.15401019086741,26.71298741179627,26.80331781093365
2021-09-23,26.38745442400075,26.844338430346863,26.895660793072008
2021-09-24,27.020898822822957,27.11210337857663,27.062861875035
2021-09-27,28.252646457787716,27.642205613289047,27.41969705021082
2021-09-28,29.443474779225358,28.254999998431185,27.87524187340959
2021-09-29,30.318545651676676,28.870694902676014,28.372366312156867
2021-09-30,30.61231338038589,29.402395374000843,28.832260987408272
2021-10-01,30.91580820565272,29.991586248059292,29.328782141559014
2021-10-04,31.30687863513677,30.66428226916821,29.85581077965357
2021-10-05,31.9745351945511,31.427303459861058,30.453687838209145
2021-10-06,32.45074735313955,32.07635800349247,31.03275055793024
2021-10-07,32.812959439826734,32.59785753456545,31.605611819127134
2021-10-08,33.219798090000346,33.10030350771817,32.20790147330171
2021-10-11,33.54867689151957,33.5172619283767,32.78768678015705
2021-10-12,33.63587846274327,33.8255058906192,33.287864449682196
2021-10-13,33.38839306494202,33.94017706082497,33.65147719899386
2021-10-14,32.9064737011688,33.856592039050476,33.86025951734153
2021-10-15,32.29855462276575,33.59576903941827,33.91327125610844
2021-10-18,32.09469644758437,33.37122193208505,33.92698772847439
2021-10-19,32.22153491203232,33.204413233752895,33.92442243787978
2021-10-20,32.633201861140705,33.1473150429994,33.94200166955216
"
3235,US,technical,"What is the percentage of days where the low price is greater than the lower channel of Bollinger Bands for International Flavors & Fragrances from June 12, 2023 to July 05, 2023? (Unit: %) (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",81.25,medium,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close,low
2023-05-15,84.36000061035156,82.41000366210938
2023-05-16,81.12000274658203,81.0999984741211
2023-05-17,82.2699966430664,81.0199966430664
2023-05-18,84.16999816894531,82.33000183105469
2023-05-19,83.68000030517578,83.56999969482422
2023-05-22,83.4000015258789,83.0999984741211
2023-05-23,83.02999877929688,82.94999694824219
2023-05-24,80.33000183105469,80.30000305175781
2023-05-25,78.26000213623047,78.04000091552734
2023-05-26,78.26000213623047,76.83000183105469
2023-05-30,78.20999908447266,77.04000091552734
2023-05-31,77.29000091552734,76.95999908447266
2023-06-01,76.5999984741211,76.11000061035156
2023-06-02,80.05000305175781,77.83999633789062
2023-06-05,79.62999725341797,79.51000213623047
2023-06-06,80.87000274658203,79.25
2023-06-07,81.19999694824219,80.37000274658203
2023-06-08,79.75,79.7300033569336
2023-06-09,78.23999786376953,76.68000030517578
2023-06-12,77.8499984741211,77.66000366210938
2023-06-13,79.69999694824219,78.05000305175781
2023-06-14,78.30000305175781,77.93000030517578
2023-06-15,79.5,77.62999725341797
2023-06-16,80.3499984741211,78.95999908447266
2023-06-20,79.20999908447266,78.70999908447266
2023-06-21,78.16000366210938,77.69000244140625
2023-06-22,77.2300033569336,76.44000244140625
2023-06-23,75.27999877929688,75.18000030517578
2023-06-26,76.83000183105469,75.19999694824219
2023-06-27,76.6500015258789,76.30000305175781
2023-06-28,76.72000122070312,75.31999969482422
2023-06-29,77.80999755859375,76.06999969482422
2023-06-30,79.58999633789062,77.83000183105469
2023-07-03,79.7300033569336,79.16000366210938
2023-07-05,78.58999633789062,78.12000274658203
","date,Upper,Middle,Lower,low
2023-06-12,85.15730639554707,80.42849998474121,75.69969357393535,77.66000366210938
2023-06-13,84.57262872714989,80.19549980163575,75.8183708761216,78.05000305175781
2023-06-14,84.48477905126579,80.05449981689453,75.62422058252328,77.93000030517578
2023-06-15,84.23230095345352,79.9159999847412,75.5996990160289,77.62999725341797
2023-06-16,83.5854275544733,79.725,75.86457244552669,78.95999908447266
2023-06-20,82.91144590628112,79.50149993896484,76.09155397164857,78.70999908447266
2023-06-21,82.1845663016393,79.23950004577637,76.29443378991344,77.69000244140625
2023-06-22,81.45370774233297,78.9495002746582,76.44529280698345,76.44000244140625
2023-06-23,81.58281388397171,78.6970001220703,75.8111863601689,75.18000030517578
2023-06-26,81.61989739766271,78.62550010681153,75.63110281596035,75.19999694824219
2023-06-27,81.65856640626944,78.54500007629395,75.43143374631845,76.30000305175781
2023-06-28,81.68231795291963,78.47050018310547,75.25868241329131,75.31999969482422
2023-06-29,81.6779472426465,78.49650001525879,75.31505278787108,76.06999969482422
2023-06-30,81.73663233738698,78.64599990844727,75.55536747950755,77.83000183105469
2023-07-03,81.69459655992881,78.62999992370605,75.56540328748329,79.16000366210938
2023-07-05,81.60805889537377,78.57799987792968,75.5479408604856,78.12000274658203
"
3236,US,technical,"From May 13, 2022 to March 20, 2023, what proportion of days had Verizon's high less than the middle of Bollinger Bands? (Unit: %) (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",55.3991,medium,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close,low,high
2022-04-18,53.38999938964844,53.220001220703125,54.27999877929688
2022-04-19,53.75,53.459999084472656,53.90999984741211
2022-04-20,54.40999984741211,53.70000076293945,54.4900016784668
2022-04-21,55.0099983215332,54.470001220703125,55.5099983215332
2022-04-22,51.90999984741211,51.459999084472656,53.540000915527344
2022-04-25,50.27999877929688,49.540000915527344,51.43999862670898
2022-04-26,49.40999984741211,49.369998931884766,50.650001525878906
2022-04-27,48.459999084472656,48.41999816894531,49.5099983215332
2022-04-28,48.400001525878906,48.29999923706055,49.16999816894531
2022-04-29,46.29999923706055,46.16999816894531,48.20000076293945
2022-05-02,46.22999954223633,45.54999923706055,47.060001373291016
2022-05-03,47.16999816894531,46.060001373291016,47.40999984741211
2022-05-04,48.369998931884766,47.0,48.41999816894531
2022-05-05,47.84000015258789,47.40999984741211,48.33000183105469
2022-05-06,48.27000045776367,47.52000045776367,48.43999862670898
2022-05-09,48.619998931884766,47.75,48.86000061035156
2022-05-10,48.130001068115234,47.77000045776367,49.43999862670898
2022-05-11,47.880001068115234,47.619998931884766,48.52000045776367
2022-05-12,48.060001373291016,47.40999984741211,48.18000030517578
2022-05-13,48.18000030517578,47.61000061035156,48.45000076293945
2022-05-16,49.040000915527344,47.7599983215332,49.20000076293945
2022-05-17,48.93999862670898,48.52999877929688,49.209999084472656
2022-05-18,48.88999938964844,48.630001068115234,49.459999084472656
2022-05-19,49.09999847412109,48.130001068115234,49.18000030517578
2022-05-20,49.52999877929688,48.91999816894531,49.59999847412109
2022-05-23,49.66999816894531,49.5,50.27000045776367
2022-05-24,50.68000030517578,48.86000061035156,50.81999969482422
2022-05-25,51.2400016784668,50.38999938964844,51.27000045776367
2022-05-26,50.9900016784668,50.90999984741211,51.61000061035156
2022-05-27,51.400001525878906,50.52999877929688,51.43000030517578
2022-05-31,51.290000915527344,50.84999847412109,51.560001373291016
2022-06-01,51.400001525878906,51.04999923706055,51.630001068115234
2022-06-02,51.290000915527344,50.38999938964844,51.59000015258789
2022-06-03,50.810001373291016,50.68999862670898,51.25
2022-06-06,51.2400016784668,50.720001220703125,51.34999847412109
2022-06-07,51.650001525878906,50.93000030517578,51.70000076293945
2022-06-08,51.54999923706055,51.43999862670898,51.959999084472656
2022-06-09,50.93999862670898,50.91999816894531,51.77000045776367
2022-06-10,50.81999969482422,50.470001220703125,51.400001525878906
2022-06-13,49.59000015258789,49.400001525878906,50.790000915527344
2022-06-14,49.15999984741211,48.900001525878906,49.84000015258789
2022-06-15,49.150001525878906,48.59999847412109,49.83000183105469
2022-06-16,48.84000015258789,48.0099983215332,48.970001220703125
2022-06-17,49.02999877929688,48.52999877929688,49.4900016784668
2022-06-21,50.650001525878906,49.220001220703125,50.90999984741211
2022-06-22,50.790000915527344,50.209999084472656,51.16999816894531
2022-06-23,52.09000015258789,51.02999877929688,52.18000030517578
2022-06-24,50.959999084472656,50.56999969482422,52.150001525878906
2022-06-27,50.959999084472656,50.650001525878906,51.4900016784668
2022-06-28,50.459999084472656,50.43000030517578,51.29999923706055
2022-06-29,50.93999862670898,50.31999969482422,51.0
2022-06-30,50.75,50.459999084472656,51.220001220703125
2022-07-01,51.63999938964844,50.58000183105469,51.77000045776367
2022-07-05,51.41999816894531,50.47999954223633,51.459999084472656
2022-07-06,51.5099983215332,51.130001068115234,51.88999938964844
2022-07-07,50.709999084472656,50.36000061035156,51.060001373291016
2022-07-08,50.4900016784668,50.40999984741211,50.91999816894531
2022-07-11,50.5,50.2599983215332,50.7400016784668
2022-07-12,50.77999877929688,50.27999877929688,51.36000061035156
2022-07-13,50.5099983215332,50.20000076293945,51.09000015258789
2022-07-14,50.4900016784668,49.72999954223633,50.560001373291016
2022-07-15,51.02000045776367,50.34999847412109,51.040000915527344
2022-07-18,50.27999877929688,50.16999816894531,51.16999816894531
2022-07-19,50.45000076293945,50.2400016784668,50.560001373291016
2022-07-20,49.06999969482422,49.0099983215332,50.54999923706055
2022-07-21,47.65999984741211,46.68000030517578,47.880001068115234
2022-07-22,44.45000076293945,43.77000045776367,46.18000030517578
2022-07-25,44.7599983215332,44.04999923706055,44.79999923706055
2022-07-26,44.91999816894531,44.27000045776367,45.16999816894531
2022-07-27,44.90999984741211,44.45000076293945,45.09000015258789
2022-07-28,45.54999923706055,44.75,45.720001220703125
2022-07-29,46.18999862670898,45.58000183105469,46.5
2022-08-01,46.2599983215332,45.91999816894531,46.5
2022-08-02,45.34000015258789,45.310001373291016,46.43000030517578
2022-08-03,45.33000183105469,45.18000030517578,45.61000061035156
2022-08-04,44.43000030517578,44.36000061035156,45.220001220703125
2022-08-05,44.95000076293945,44.36000061035156,44.97999954223633
2022-08-08,44.540000915527344,44.34999847412109,45.0099983215332
2022-08-09,44.68000030517578,44.38999938964844,44.84999847412109
2022-08-10,44.84000015258789,44.650001525878906,45.060001373291016
2022-08-11,44.77999877929688,44.7400016784668,45.2599983215332
2022-08-12,45.150001525878906,44.810001373291016,45.2599983215332
2022-08-15,45.560001373291016,44.93999862670898,45.63999938964844
2022-08-16,45.79999923706055,45.380001068115234,46.04999923706055
2022-08-17,45.34000015258789,45.2599983215332,45.720001220703125
2022-08-18,44.18999862670898,43.90999984741211,44.52999877929688
2022-08-19,44.41999816894531,43.959999084472656,44.4900016784668
2022-08-22,44.16999816894531,44.09000015258789,44.470001220703125
2022-08-23,43.470001220703125,43.41999816894531,44.130001068115234
2022-08-24,43.54999923706055,43.220001220703125,43.630001068115234
2022-08-25,43.7400016784668,43.41999816894531,43.81999969482422
2022-08-26,43.25,43.2400016784668,43.70000076293945
2022-08-29,43.33000183105469,43.02000045776367,43.56999969482422
2022-08-30,42.52999877929688,42.5,43.380001068115234
2022-08-31,41.810001373291016,41.7599983215332,42.59000015258789
2022-09-01,41.810001373291016,41.63999938964844,42.04999923706055
2022-09-02,41.29999923706055,41.150001525878906,42.209999084472656
2022-09-06,41.09999847412109,41.09000015258789,41.68999862670898
2022-09-07,41.08000183105469,41.0,41.650001525878906
2022-09-08,41.31999969482422,40.709999084472656,41.720001220703125
2022-09-09,42.2400016784668,41.470001220703125,42.31999969482422
2022-09-12,42.7599983215332,42.40999984741211,42.84999847412109
2022-09-13,41.75,41.56999969482422,42.61000061035156
2022-09-14,41.27999877929688,40.97999954223633,41.93000030517578
2022-09-15,41.02999877929688,40.709999084472656,41.27000045776367
2022-09-16,41.25,40.65999984741211,41.540000915527344
2022-09-19,41.2400016784668,40.68999862670898,41.25
2022-09-20,40.59000015258789,40.470001220703125,40.9900016784668
2022-09-21,39.47999954223633,39.470001220703125,40.900001525878906
2022-09-22,39.93000030517578,39.2599983215332,40.400001525878906
2022-09-23,39.52000045776367,39.11000061035156,39.869998931884766
2022-09-26,38.93000030517578,38.630001068115234,39.380001068115234
2022-09-27,38.88999938964844,38.77999877929688,39.70000076293945
2022-09-28,39.38999938964844,39.0099983215332,39.5099983215332
2022-09-29,38.63999938964844,38.45000076293945,39.20000076293945
2022-09-30,37.970001220703125,37.95000076293945,38.790000915527344
2022-10-03,39.15999984741211,38.38999938964844,39.369998931884766
2022-10-04,39.810001373291016,39.25,39.84999847412109
2022-10-05,39.400001525878906,38.869998931884766,39.619998931884766
2022-10-06,37.84000015258789,37.77000045776367,39.65999984741211
2022-10-07,36.84999847412109,36.810001373291016,37.70000076293945
2022-10-10,36.619998931884766,36.369998931884766,37.31999969482422
2022-10-11,35.939998626708984,35.93000030517578,36.68999862670898
2022-10-12,35.68000030517578,35.599998474121094,36.20000076293945
2022-10-13,36.400001525878906,35.040000915527344,36.59000015258789
2022-10-14,36.380001068115234,36.34000015258789,36.90999984741211
2022-10-17,37.18000030517578,36.59000015258789,37.29999923706055
2022-10-18,37.06999969482422,36.83000183105469,37.70000076293945
2022-10-19,36.56999969482422,36.560001373291016,37.369998931884766
2022-10-20,37.0,36.54999923706055,37.52999877929688
2022-10-21,35.349998474121094,34.54999923706055,35.70000076293945
2022-10-24,35.970001220703125,35.56999969482422,36.38999938964844
2022-10-25,36.43000030517578,35.79999923706055,36.47999954223633
2022-10-26,36.43000030517578,36.20000076293945,36.709999084472656
2022-10-27,36.18000030517578,36.130001068115234,36.720001220703125
2022-10-28,37.66999816894531,36.56999969482422,38.040000915527344
2022-10-31,37.369998931884766,37.02000045776367,37.540000915527344
2022-11-01,37.369998931884766,37.29999923706055,38.09000015258789
2022-11-02,37.709999084472656,37.15999984741211,38.34999847412109
2022-11-03,37.150001525878906,37.119998931884766,37.540000915527344
2022-11-04,37.2400016784668,36.79999923706055,37.369998931884766
2022-11-07,37.18999862670898,36.97999954223633,37.45000076293945
2022-11-08,37.869998931884766,37.15999984741211,37.9900016784668
2022-11-09,37.619998931884766,37.59000015258789,38.130001068115234
2022-11-10,38.52000045776367,37.81999969482422,38.54999923706055
2022-11-11,38.29999923706055,37.810001373291016,38.68999862670898
2022-11-14,38.310001373291016,38.29999923706055,38.9900016784668
2022-11-15,37.70000076293945,37.459999084472656,38.83000183105469
2022-11-16,37.880001068115234,37.630001068115234,38.06999969482422
2022-11-17,38.15999984741211,37.290000915527344,38.18000030517578
2022-11-18,38.54999923706055,38.290000915527344,38.77000045776367
2022-11-21,38.619998931884766,38.52000045776367,39.130001068115234
2022-11-22,39.20000076293945,38.84000015258789,39.31999969482422
2022-11-23,38.91999816894531,38.61000061035156,39.20000076293945
2022-11-25,39.02000045776367,38.970001220703125,39.36000061035156
2022-11-28,38.2400016784668,38.130001068115234,39.09000015258789
2022-11-29,38.34000015258789,37.95000076293945,38.369998931884766
2022-11-30,38.97999954223633,38.150001525878906,39.13999938964844
2022-12-01,38.33000183105469,37.810001373291016,39.22999954223633
2022-12-02,38.18000030517578,37.70000076293945,38.29999923706055
2022-12-05,37.06999969482422,36.900001525878906,38.11000061035156
2022-12-06,36.88999938964844,36.630001068115234,37.06999969482422
2022-12-07,37.16999816894531,36.66999816894531,37.310001373291016
2022-12-08,37.09999847412109,36.869998931884766,37.2400016784668
2022-12-09,37.400001525878906,36.959999084472656,37.630001068115234
2022-12-12,37.95000076293945,37.27999877929688,37.959999084472656
2022-12-13,37.86000061035156,37.84000015258789,38.619998931884766
2022-12-14,37.45000076293945,37.2400016784668,38.09000015258789
2022-12-15,37.77000045776367,37.65999984741211,38.34000015258789
2022-12-16,37.119998931884766,36.66999816894531,37.56999969482422
2022-12-19,37.02999877929688,36.58000183105469,37.470001220703125
2022-12-20,36.9900016784668,36.619998931884766,37.209999084472656
2022-12-21,37.77999877929688,37.2400016784668,37.84999847412109
2022-12-22,38.310001373291016,37.369998931884766,38.31999969482422
2022-12-23,38.40999984741211,37.91999816894531,38.540000915527344
2022-12-27,39.25,38.31999969482422,39.400001525878906
2022-12-28,38.810001373291016,38.59000015258789,39.65999984741211
2022-12-29,39.2599983215332,38.810001373291016,39.52999877929688
2022-12-30,39.400001525878906,39.06999969482422,39.68999862670898
2023-01-03,40.119998931884766,39.380001068115234,40.22999954223633
2023-01-04,41.130001068115234,40.2599983215332,41.41999816894531
2023-01-05,41.70000076293945,40.81999969482422,41.95000076293945
2023-01-06,42.18999862670898,41.880001068115234,42.58000183105469
2023-01-09,41.369998931884766,41.310001373291016,41.66999816894531
2023-01-10,41.95000076293945,41.16999816894531,41.97999954223633
2023-01-11,41.18000030517578,41.02000045776367,42.18000030517578
2023-01-12,41.810001373291016,41.119998931884766,41.95000076293945
2023-01-13,41.86000061035156,41.369998931884766,41.91999816894531
2023-01-17,40.84999847412109,40.790000915527344,41.91999816894531
2023-01-18,39.970001220703125,39.81999969482422,40.86000061035156
2023-01-19,40.060001373291016,39.470001220703125,40.27999877929688
2023-01-20,40.0,39.459999084472656,40.119998931884766
2023-01-23,39.630001068115234,39.41999816894531,40.34000015258789
2023-01-24,40.41999816894531,38.40999984741211,40.72999954223633
2023-01-25,40.33000183105469,39.90999984741211,41.09000015258789
2023-01-26,40.27000045776367,39.93000030517578,40.56999969482422
2023-01-27,40.63999938964844,39.77000045776367,40.68000030517578
2023-01-30,41.04999923706055,40.70000076293945,41.2599983215332
2023-01-31,41.56999969482422,41.0099983215332,41.58000183105469
2023-02-01,41.68999862670898,41.130001068115234,42.0
2023-02-02,41.83000183105469,41.20000076293945,41.93000030517578
2023-02-03,41.5099983215332,41.13999938964844,41.970001220703125
2023-02-06,41.27999877929688,40.900001525878906,41.59000015258789
2023-02-07,40.54999923706055,40.119998931884766,41.209999084472656
2023-02-08,40.52000045776367,40.119998931884766,40.70000076293945
2023-02-09,39.810001373291016,39.75,40.65999984741211
2023-02-10,40.0099983215332,39.720001220703125,40.06999969482422
2023-02-13,40.31999969482422,39.880001068115234,40.470001220703125
2023-02-14,40.33000183105469,39.90999984741211,40.58000183105469
2023-02-15,40.380001068115234,40.09999847412109,40.400001525878906
2023-02-16,39.84000015258789,39.70000076293945,40.209999084472656
2023-02-17,40.220001220703125,39.65999984741211,40.38999938964844
2023-02-21,39.20000076293945,39.15999984741211,39.97999954223633
2023-02-22,39.27999877929688,39.02999877929688,39.59000015258789
2023-02-23,38.52999877929688,38.52000045776367,39.31999969482422
2023-02-24,38.7400016784668,38.09000015258789,38.7599983215332
2023-02-27,38.880001068115234,38.630001068115234,39.150001525878906
2023-02-28,38.810001373291016,38.54999923706055,38.970001220703125
2023-03-01,38.29999923706055,38.150001525878906,38.709999084472656
2023-03-02,38.40999984741211,37.93999862670898,38.459999084472656
2023-03-03,38.2599983215332,38.060001373291016,38.5099983215332
2023-03-06,38.150001525878906,38.04999923706055,38.630001068115234
2023-03-07,37.90999984741211,37.43000030517578,38.150001525878906
2023-03-08,37.52999877929688,37.34999847412109,37.810001373291016
2023-03-09,36.54999923706055,36.52000045776367,37.650001525878906
2023-03-10,36.68000030517578,36.40999984741211,36.91999816894531
2023-03-13,36.540000915527344,36.38999938964844,37.33000183105469
2023-03-14,36.880001068115234,36.5,36.93999862670898
2023-03-15,37.060001373291016,36.52000045776367,37.2599983215332
2023-03-16,36.58000183105469,36.43999862670898,36.880001068115234
2023-03-17,36.790000915527344,36.15999984741211,36.83000183105469
2023-03-20,37.43000030517578,36.93000030517578,37.709999084472656
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2022-05-13,54.74521009013349,49.503499794006345,44.2617894978792,48.45000076293945
2022-05-16,54.216343913261376,49.285999870300294,44.35565582733921,49.20000076293945
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2022-06-28,52.5037228374724,50.633500289916995,48.76327774236159,51.29999923706055
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2022-07-11,52.31075865107765,50.52299976348877,48.73524087589989,50.7400016784668
2022-07-12,52.30751413030559,50.5209997177124,48.73448530511921,51.36000061035156
2022-07-13,52.30188923307584,50.56699962615967,48.8321100192435,51.09000015258789
2022-07-14,52.24514761995107,50.633499717712404,49.02185181547374,50.560001373291016
2022-07-15,52.194024949744886,50.72699966430664,49.25997437886839,51.040000915527344
2022-07-18,52.00698790455095,50.79899959564209,49.59101128673323,51.16999816894531
2022-07-19,51.78518216708019,50.869999694824216,49.954817222568245,50.560001373291016
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2022-08-01,53.75296476620142,48.5964994430542,43.440034119906976,46.5
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2022-08-09,51.65699396905815,46.789499855041505,41.92200574102486,44.84999847412109
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2022-08-12,49.63315717093008,45.9269998550415,42.22084253915292,45.2599983215332
2022-08-15,48.813504739772846,45.69099998474121,42.568495229709576,45.63999938964844
2022-08-16,47.696036341516304,45.458499908447266,43.22096347537823,46.04999923706055
2022-08-17,46.77588244685589,45.27199993133545,43.76811741581501,45.720001220703125
2022-08-18,46.209755997652366,45.098499870300294,43.98724374294822,44.52999877929688
2022-08-19,46.211828818226316,45.09699974060059,43.98217066297486,44.4900016784668
2022-08-22,46.245852507822114,45.06749973297119,43.88914695812027,44.470001220703125
2022-08-23,46.36377280593758,44.99499988555908,43.626226965180585,44.130001068115234
2022-08-24,46.43405116952789,44.9269998550415,43.41994854055511,43.630001068115234
2022-08-25,46.399385142795175,44.836499977111814,43.27361481142845,43.81999969482422
2022-08-26,46.268480361817545,44.68950004577637,43.110519729735195,43.70000076293945
2022-08-29,46.054186561992246,44.54300022125244,43.03181388051264,43.56999969482422
2022-08-30,46.10194602175021,44.40250015258789,42.70305428342557,43.380001068115234
2022-08-31,46.21052894536891,44.22650012969971,42.24247131403051,42.59000015258789
2022-09-01,46.337672607571555,44.09550018310547,41.85332775863939,42.04999923706055
2022-09-02,46.42517902745536,43.91300010681152,41.40082118616769,42.209999084472656
2022-09-06,46.51528843326925,43.74099998474121,40.96671153621317,41.68999862670898
2022-09-07,46.5286446522773,43.56100006103516,40.59335546979302,41.650001525878906
2022-09-08,46.44445402033649,43.38500003814697,40.32554605595745,41.720001220703125
2022-09-09,46.28599337457487,43.258000183105466,40.23000699163606,42.31999969482422
2022-09-12,46.044577958703364,43.13850002288818,40.232422087073,42.84999847412109
2022-09-13,45.68898163404175,42.94799995422363,40.20701827440551,42.61000061035156
2022-09-14,45.21966726902629,42.721999931335446,40.224332593644604,41.93000030517578
2022-09-15,44.798741027861496,42.5064998626709,40.214258697480304,41.27000045776367
2022-09-16,44.576898948972705,42.35949993133545,40.142100913698194,41.540000915527344
2022-09-19,44.25409678016796,42.200500106811525,40.14690343345509,41.25
2022-09-20,43.97906321545477,42.021500205993654,40.063937196532535,40.9900016784668
2022-09-21,43.953916135641606,41.822000122070314,39.69008410849902,40.900001525878906
2022-09-22,43.7700277561799,41.64100017547607,39.511972594772246,40.400001525878906
2022-09-23,43.52122961761984,41.430000114440915,39.33877061126199,39.869998931884766
2022-09-26,43.39897993599341,41.214000129699706,39.029020323406,39.380001068115234
2022-09-27,43.17413285991833,40.99200000762939,38.809867155340456,39.70000076293945
2022-09-28,43.003709556510564,40.83500003814697,38.66629051978338,39.5099983215332
2022-09-29,42.99518316397708,40.676499938964845,38.35781671395261,39.20000076293945
2022-09-30,43.02160415629369,40.48449993133545,37.94739570637721,38.790000915527344
2022-10-03,42.94828858508889,40.377499961853026,37.80671133861716,39.369998931884766
2022-10-04,42.872750745001795,40.31300010681152,37.75324946862125,39.84999847412109
2022-10-05,42.79281644071275,40.229000091552734,37.66518374239272,39.619998931884766
2022-10-06,42.76709495402297,40.055000114440915,37.34290527485886,39.65999984741211
2022-10-07,42.64285849129777,39.78549995422363,36.92814141714949,37.70000076293945
2022-10-10,42.31082290443131,39.47849998474121,36.64617706505111,37.31999969482422
2022-10-11,42.21401179148635,39.18799991607666,36.16198804066698,36.68999862670898
2022-10-12,42.13740681813476,38.907999992370605,35.678593166606454,36.20000076293945
2022-10-13,41.92798212901434,38.676500129699704,35.42501813038507,36.59000015258789
2022-10-14,41.60556500787833,38.43300018310547,35.26043535833261,36.90999984741211
2022-10-17,41.16912952902971,38.23000011444092,35.29087069985213,37.29999923706055
2022-10-18,40.82343646781523,38.05400009155274,35.28456371529025,37.70000076293945
2022-10-19,40.66872715503725,37.90850009918213,35.148273043327,37.369998931884766
2022-10-20,40.385125367143274,37.76200008392334,35.138874800703405,37.52999877929688
2022-10-21,40.246515836214236,37.55349998474121,34.86048413326818,35.70000076293945
2022-10-24,40.10499284791772,37.40550003051758,34.70600721311744,36.38999938964844
2022-10-25,39.92377207849577,37.28250007629394,34.64122807409211,36.47999954223633
2022-10-26,39.613560900794354,37.134500122070314,34.65543934334627,36.709999084472656
2022-10-27,39.422751867857784,37.01150016784668,34.60024846783557,36.720001220703125
2022-10-28,39.387360490552275,36.99650001525879,34.6056395399653,38.040000915527344
2022-10-31,39.0923893542245,36.90699996948242,34.72161058474034,37.540000915527344
2022-11-01,38.538219976642004,36.78499984741211,35.031779718182214,38.09000015258789
2022-11-02,38.06016795732083,36.7004997253418,35.34083149336277,38.34999847412109
2022-11-03,37.940619285855895,36.665999794006346,35.3913803021568,37.540000915527344
2022-11-04,37.9825189802309,36.68549995422363,35.38848092821636,37.369998931884766
2022-11-07,38.02893532240627,36.71399993896485,35.399064555523424,37.45000076293945
2022-11-08,38.16669211571775,36.81049995422363,35.45430779272951,37.9900016784668
2022-11-09,38.202518441352474,36.90749988555908,35.61248132976569,38.130001068115234
2022-11-10,38.46286169421321,37.01349983215332,35.564137970093434,38.54999923706055
2022-11-11,38.63086027790394,37.10949974060058,35.588139203297224,38.68999862670898
2022-11-14,38.775041629516515,37.165999794006346,35.55695795849618,38.9900016784668
2022-11-15,38.82237978701362,37.19749984741211,35.572619907810605,38.83000183105469
2022-11-16,38.887033190702475,37.26299991607666,35.63896664145084,38.06999969482422
2022-11-17,38.98566686157146,37.32099990844726,35.656332955323066,38.18000030517578
2022-11-18,38.96215981477825,37.48099994659424,35.99984007841022,38.77000045776367
2022-11-21,39.00146596437554,37.61349983215332,36.225533699931106,39.130001068115234
2022-11-22,39.19178587158759,37.751999855041504,36.31221383849542,39.31999969482422
2022-11-23,39.26728741358846,37.87649974822998,36.4857120828715,39.20000076293945
2022-11-25,39.25927815022739,38.018499755859374,36.77772136149136,39.36000061035156
2022-11-28,39.280614106452305,38.04699993133545,36.813385756218594,39.09000015258789
2022-11-29,39.29462411632398,38.095499992370605,36.89637586841723,38.369998931884766
2022-11-30,39.385617804661806,38.17600002288818,36.96638224111456,39.13999938964844
2022-12-01,39.39890748899253,38.207000160217284,37.01509283144204,39.22999954223633
2022-12-02,39.347871790282284,38.25850009918213,37.169128408081974,38.29999923706055
2022-12-05,39.37315649410839,38.25,37.12684350589161,38.11000061035156
2022-12-06,39.420656086329174,38.23500003814697,37.04934398996477,37.06999969482422
2022-12-07,39.46533825069661,38.2,36.934661749303395,37.310001373291016
2022-12-08,39.505576977326015,38.17399997711182,36.84242297689762,37.2400016784668
2022-12-09,39.48050683248413,38.11800003051758,36.755493228551025,37.630001068115234
2022-12-12,39.4621975051461,38.10050010681152,36.738802708476946,37.959999084472656
2022-12-13,39.439978278179254,38.07800006866455,36.71602185914985,38.619998931884766
2022-12-14,39.445594113925736,38.06550006866455,36.68540602340336,38.09000015258789
2022-12-15,39.44387886253521,38.060000038146974,36.67612121375874,38.34000015258789
2022-12-16,39.44988244428249,38.00799999237061,36.56611754045873,37.56999969482422
2022-12-19,39.4113463215992,37.93199996948242,36.45265361736564,37.470001220703125
2022-12-20,39.34873251890974,37.85050010681152,36.352267694713305,37.209999084472656
2022-12-21,39.143794692653294,37.779500007629395,36.415205322605495,37.84999847412109
2022-12-22,39.03496990126895,37.74900016784668,36.46303043442441,38.31999969482422
2022-12-23,38.90774061583425,37.7185001373291,36.52925965882395,38.540000915527344
2022-12-27,39.11762807625363,37.76900005340576,36.42037203055789,39.400001525878906
2022-12-28,39.19539606905883,37.79250011444092,36.38960415982301,39.65999984741211
2022-12-29,39.26115199998273,37.80650005340576,36.3518481068288,39.52999877929688
2022-12-30,39.4592504433448,37.86000003814697,36.26074963294914,39.68999862670898
2023-01-03,39.83343405507366,37.956999969482425,36.08056588389119,40.22999954223633
2023-01-04,40.44306860106699,38.160000038146975,35.87693147522696,41.41999816894531
2023-01-05,41.077211078835205,38.40050010681152,35.723789134787836,41.95000076293945
2023-01-06,41.7307874473164,38.651500129699706,35.57221281208301,42.58000183105469
2023-01-09,42.073784504236606,38.86500015258789,35.65621580093917,41.66999816894531
2023-01-10,42.493010905886116,39.09250011444092,35.69198932299572,41.97999954223633
2023-01-11,42.72813525414128,39.25400009155273,35.77986492896419,42.18000030517578
2023-01-12,43.033618450943955,39.45150012969971,35.869381808455465,41.95000076293945
2023-01-13,43.27700576019124,39.672000122070315,36.066994483949394,41.91999816894531
2023-01-17,43.35519500927791,39.82600002288818,36.296805036498455,41.91999816894531
2023-01-18,43.27208168007748,39.9685001373291,36.664918594580726,40.86000061035156
2023-01-19,43.136050382891725,40.12000026702881,37.10395015116589,40.27999877929688
2023-01-20,42.925581948772546,40.27050018310547,37.61541841743839,40.119998931884766
2023-01-23,42.783075187395376,40.363000297546385,37.942925407697395,40.34000015258789
2023-01-24,42.697834217849774,40.4685001373291,38.23916605680843,40.72999954223633
2023-01-25,42.586731191137716,40.56450023651123,38.54226928188474,41.09000015258789
2023-01-26,42.552192768315074,40.61550025939941,38.67880775048375,40.56999969482422
2023-01-27,42.457841027520814,40.707000160217284,38.95615929291375,40.68000030517578
2023-01-30,42.42074449764327,40.79650020599365,39.172255914344035,41.2599983215332
2023-01-31,42.42838423460099,40.90500011444092,39.38161599428084,41.58000183105469
2023-02-01,42.49877213702488,40.98350009918213,39.46822806133938,42.0
2023-02-02,42.577400348253434,41.0185001373291,39.45959992640476,41.93000030517578
2023-02-03,42.55342040194639,41.00900001525879,39.464579628571194,41.970001220703125
2023-02-06,42.41700951909588,40.963500022888184,39.50999052668049,41.59000015258789
2023-02-07,42.37409025854106,40.92250003814697,39.47090981775288,41.209999084472656
2023-02-08,42.2322729118452,40.851000022888186,39.46972713393117,40.70000076293945
2023-02-09,42.22618744673727,40.78250007629394,39.338812705850614,40.65999984741211
2023-02-10,42.09251175325241,40.69249992370605,39.292488094159694,40.06999969482422
2023-02-13,41.91606006804445,40.615499877929686,39.31493968781492,40.470001220703125
2023-02-14,41.891059399649286,40.58950004577637,39.28794069190345,40.58000183105469
2023-02-15,41.88451875451801,40.61000003814697,39.33548132177593,40.400001525878906
2023-02-16,41.89591717242249,40.598999977111816,39.30208278180114,40.209999084472656
2023-02-17,41.890030515548695,40.61000003814697,39.32996956074525,40.38999938964844
2023-02-21,41.94576529372409,40.588500022888184,39.23123475205228,39.97999954223633
2023-02-22,42.00320979220375,40.531500053405765,39.05979031460778,39.59000015258789
2023-02-23,42.15223383943581,40.441499900817874,38.73076596219994,39.31999969482422
2023-02-24,42.229494122324425,40.36499996185303,38.500505801381635,38.7599983215332
2023-02-27,42.24455739928271,40.27700004577637,38.309442692270025,39.150001525878906
2023-02-28,42.19773661020101,40.16500015258789,38.132263694974775,38.970001220703125
2023-03-01,42.08138700557024,40.00150012969971,37.92161325382917,38.709999084472656
2023-03-02,41.875811916482526,39.837500190734865,37.7991884649872,38.459999084472656
2023-03-03,41.590568112135514,39.65900001525879,37.72743191838207,38.5099983215332
2023-03-06,41.33171630525489,39.491000175476074,37.650284045697255,38.630001068115234
2023-03-07,41.09294541272459,39.322500228881836,37.55205504503908,38.150001525878906
2023-03-08,41.01121041352091,39.17150020599365,37.3317899984664,37.810001373291016
2023-03-09,41.031564555166455,38.9730001449585,36.91443573475054,37.650001525878906
2023-03-10,41.06398175019057,38.81650009155273,36.569018432914895,36.91999816894531
2023-03-13,41.02677182957237,38.64300022125244,36.25922861293252,37.33000183105469
2023-03-14,40.84232880596767,38.471000289916994,36.09967177386632,36.93999862670898
2023-03-15,40.59294905088961,38.30750026702881,36.022051483168006,37.2599983215332
2023-03-16,40.31219264279216,38.11750030517578,35.9228079675594,36.880001068115234
2023-03-17,40.08223894215091,37.96500034332276,35.847761744494605,36.83000183105469
2023-03-20,39.681597668388655,37.825500297546384,35.96940292670411,37.709999084472656
"
3237,US,technical,"During March 31, 2022 to June 15, 2022, what percentage of days had Eversource Energy's open price less the upper channel of Bollinger Bands? (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",96.2264,medium,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close,low,high,open
2022-03-04,85.94000244140625,82.91000366210938,86.55000305175781,83.22000122070312
2022-03-07,86.66000366210938,84.86000061035156,86.91000366210938,85.7699966430664
2022-03-08,85.08999633789062,84.45999908447266,86.9000015258789,86.56999969482422
2022-03-09,84.19000244140625,84.01000213623047,85.13999938964844,84.77999877929688
2022-03-10,84.36000061035156,83.4000015258789,84.6500015258789,83.9000015258789
2022-03-11,83.80999755859375,83.72000122070312,85.12000274658203,84.55999755859375
2022-03-14,83.22000122070312,82.77999877929688,85.04000091552734,84.41999816894531
2022-03-15,84.16999816894531,83.36000061035156,84.2699966430664,84.01000213623047
2022-03-16,84.02999877929688,82.3499984741211,84.36000061035156,84.08999633789062
2022-03-17,84.26000213623047,83.69000244140625,85.12999725341797,83.87999725341797
2022-03-18,83.43000030517578,83.05000305175781,84.86000061035156,84.56999969482422
2022-03-21,84.5199966430664,83.48999786376953,84.77999877929688,83.48999786376953
2022-03-22,84.19999694824219,83.61000061035156,84.87000274658203,84.87000274658203
2022-03-23,84.68000030517578,83.91999816894531,85.3499984741211,84.33000183105469
2022-03-24,85.41999816894531,84.48999786376953,85.55999755859375,84.75
2022-03-25,86.66000366210938,85.52999877929688,86.68000030517578,85.93000030517578
2022-03-28,87.02999877929688,86.18000030517578,87.04000091552734,86.95999908447266
2022-03-29,87.77999877929688,86.72000122070312,87.83999633789062,87.54000091552734
2022-03-30,88.63999938964844,87.41000366210938,88.68000030517578,87.7699966430664
2022-03-31,88.19000244140625,88.13999938964844,89.20999908447266,88.62999725341797
2022-04-01,89.83999633789062,87.62000274658203,89.87000274658203,88.19000244140625
2022-04-04,89.12000274658203,87.95999908447266,89.58000183105469,89.44999694824219
2022-04-05,90.08999633789062,89.25,90.95999908447266,89.25
2022-04-06,92.25,90.1500015258789,92.3499984741211,90.58000183105467
2022-04-07,92.13999938964844,91.16999816894533,92.5500030517578,92.13999938964844
2022-04-08,92.52999877929688,91.94000244140624,93.33000183105467,92.52999877929688
2022-04-11,91.77999877929688,91.58999633789062,93.25,92.91000366210938
2022-04-12,92.83999633789062,90.77999877929688,93.02999877929688,91.51000213623048
2022-04-13,92.51000213623048,92.05999755859376,93.0,92.87999725341795
2022-04-14,92.5999984741211,92.33999633789062,93.1999969482422,92.76000213623048
2022-04-18,91.66999816894533,91.23999786376952,93.13999938964844,92.61000061035156
2022-04-19,92.5,91.54000091552734,92.77999877929688,91.86000061035156
2022-04-20,93.26000213623048,92.86000061035156,93.81999969482422,93.37999725341795
2022-04-21,93.0999984741211,92.63999938964844,94.62999725341795,93.1500015258789
2022-04-22,92.0,91.87999725341795,93.23999786376952,93.0
2022-04-25,90.69000244140624,89.4800033569336,92.5199966430664,92.31999969482422
2022-04-26,89.72000122070312,89.70999908447266,91.52999877929688,90.25
2022-04-27,89.51000213623047,88.83999633789062,90.80999755859376,89.80999755859375
2022-04-28,90.1999969482422,89.12000274658203,90.61000061035156,89.91999816894531
2022-04-29,87.4000015258789,87.22000122070312,89.87000274658203,89.83000183105469
2022-05-02,86.18000030517578,85.29000091552734,88.58999633789062,88.11000061035156
2022-05-03,86.72000122070312,86.19000244140625,88.33000183105469,86.80999755859375
2022-05-04,88.56999969482422,86.69000244140625,88.69999694824219,87.04000091552734
2022-05-05,89.81999969482422,88.16999816894531,91.98999786376952,88.2699966430664
2022-05-06,90.4000015258789,89.29000091552734,91.41000366210938,89.29000091552734
2022-05-09,90.54000091552734,89.55000305175781,91.4800033569336,90.3000030517578
2022-05-10,89.12999725341797,88.29000091552734,92.02999877929688,90.58000183105467
2022-05-11,89.29000091552734,89.0,91.04000091552734,89.13999938964844
2022-05-12,88.91999816894531,87.51000213623047,89.54000091552734,88.91999816894531
2022-05-13,89.33999633789062,87.91999816894531,89.66999816894531,89.44000244140625
2022-05-16,89.2699966430664,88.72000122070312,90.12000274658205,89.62999725341797
2022-05-17,90.05999755859375,88.0199966430664,90.12999725341795,89.30999755859375
2022-05-18,89.18000030517578,88.83999633789062,90.05000305175781,89.80999755859375
2022-05-19,89.44000244140625,87.66999816894531,90.16000366210938,88.97000122070312
2022-05-20,90.37000274658205,88.86000061035156,90.44000244140624,89.6500015258789
2022-05-23,91.29000091552734,90.20999908447266,91.87999725341795,91.33999633789062
2022-05-24,92.63999938964844,90.04000091552734,92.68000030517578,91.62000274658205
2022-05-25,92.1500015258789,91.88999938964844,92.95999908447266,92.80999755859376
2022-05-26,92.19000244140624,92.04000091552734,92.7699966430664,92.70999908447266
2022-05-27,93.3000030517578,91.44000244140624,93.33000183105467,91.9000015258789
2022-05-31,92.31999969482422,91.4499969482422,93.02999877929688,92.69000244140624
2022-06-01,92.12000274658205,91.23999786376952,92.5500030517578,92.5500030517578
2022-06-02,92.41999816894533,90.41000366210938,92.7300033569336,92.58000183105467
2022-06-03,92.3000030517578,91.83000183105467,92.83000183105467,92.12999725341795
2022-06-06,92.27999877929688,92.12000274658205,93.0500030517578,92.5199966430664
2022-06-07,92.83999633789062,91.2699966430664,92.88999938964844,92.13999938964844
2022-06-08,90.62000274658205,90.5199966430664,92.4800033569336,92.4800033569336
2022-06-09,87.81999969482422,87.7699966430664,91.38999938964844,90.76000213623048
2022-06-10,88.02999877929688,86.6500015258789,88.73999786376953,87.01000213623047
2022-06-13,83.9000015258789,83.51000213623047,87.44000244140625,87.12999725341797
2022-06-14,80.73999786376953,79.83999633789062,84.6500015258789,84.08000183105469
2022-06-15,80.58000183105469,79.75,81.97000122070312,81.41000366210938
","date,Upper,Middle,Lower,open
2022-03-31,88.51236554632905,85.31399993896484,82.11563433160063,88.62999725341797
2022-04-01,89.2634630959164,85.50899963378906,81.75453617166171,88.19000244140625
2022-04-04,89.67902152704038,85.63199958801269,81.584977648985,89.44999694824219
2022-04-05,90.35909463667173,85.88199958801269,81.40490453935365,89.25
2022-04-06,91.47464872662187,86.28499946594238,81.09535020526289,90.58000183105467
2022-04-07,92.36980982497273,86.67399940490722,80.97818898484171,92.13999938964844
2022-04-08,93.18452961632185,87.10999946594238,81.0354693155629,92.52999877929688
2022-04-11,93.66193128451212,87.53799934387207,81.41406740323202,92.91000366210938
2022-04-12,94.30430287892509,87.97149925231933,81.63869562571358,91.51000213623048
2022-04-13,94.75142686574796,88.39549942016602,82.03957197458408,92.87999725341795
2022-04-14,95.12259853946425,88.81249923706055,82.50239993465685,92.76000213623048
2022-04-18,95.1386498416397,89.22449913024903,83.31034841885835,92.61000061035156
2022-04-19,95.28562668631672,89.62349929809571,83.9613719098747,91.86000061035156
2022-04-20,95.36807821144687,90.07649955749511,84.78492090354335,93.37999725341795
2022-04-21,95.324062348887,90.49749946594238,85.67093658299777,93.1500015258789
2022-04-22,95.0877250512726,90.82649955749511,86.56527406371762,93.0
2022-04-25,94.8394850979669,91.02799949645996,87.21651389495301,92.31999969482422
2022-04-26,94.56844020963523,91.16249961853028,87.75655902742533,90.25
2022-04-27,94.38402600545469,91.24899978637696,88.11397356729923,89.80999755859375
2022-04-28,94.27025606620806,91.32699966430664,88.38374326240522,89.91999816894531
2022-04-29,94.41362018456967,91.28749961853028,88.16137905249089,89.83000183105469
2022-05-02,94.90409595089487,91.10449981689453,87.30490368289419,88.11000061035156
2022-05-03,95.16019735559297,90.98449974060058,86.8088021256082,86.80999755859375
2022-05-04,95.20026894936998,90.90849990844727,86.61673086752455,87.04000091552734
2022-05-05,95.05751210247618,90.78699989318848,86.51648768390078,88.2699966430664
2022-05-06,94.92739052179853,90.7,86.47260947820148,89.29000091552734
2022-05-09,94.74375613845797,90.60050010681152,86.45724407516508,90.3000030517578
2022-05-10,94.62138151643863,90.46800003051757,86.31461854459651,90.58000183105467
2022-05-11,94.32495390012315,90.29050025939941,86.25604661867567,89.13999938964844
2022-05-12,94.052871745151,90.11100006103516,86.16912837691932,88.91999816894531
2022-05-13,93.7311128210178,89.94799995422363,86.16488708742946,89.44000244140625
2022-05-16,93.53653395723225,89.82799987792968,86.11946579862712,89.62999725341797
2022-05-17,93.20978864112426,89.70599975585938,86.2022108705945,89.30999755859375
2022-05-18,92.60670913599296,89.50199966430664,86.39729019262032,89.80999755859375
2022-05-19,91.94900268358727,89.31899986267089,86.68899704175452,88.97000122070312
2022-05-20,91.61945612736523,89.2375,86.85554387263477,89.6500015258789
2022-05-23,91.73543718875013,89.26749992370605,86.79956265866198,91.33999633789062
2022-05-24,92.28390912281664,89.41349983215332,86.54309054149,91.62000274658205
2022-05-25,92.65441911438207,89.54549980163574,86.43658048888942,92.80999755859376
2022-05-26,92.95238327361267,89.64500007629394,86.33761687897521,92.70999908447266
2022-05-27,93.44064139180526,89.94000015258788,86.43935891337051,91.9000015258789
2022-05-31,93.43805840332465,90.24700012207032,87.05594184081599,92.69000244140624
2022-06-01,93.36391718096199,90.51700019836426,87.67008321576652,92.5500030517578
2022-06-02,93.5242522401699,90.70950012207031,87.89474800397072,92.58000183105467
2022-06-03,93.69863955907947,90.833500289917,87.96836102075453,92.12999725341795
2022-06-06,93.8523192025873,90.9275001525879,88.0026811025885,92.5199966430664
2022-06-07,94.0761716076273,91.04249992370606,88.00882823978482,92.13999938964844
2022-06-08,94.02992488024202,91.11700019836425,88.20407551648648,92.4800033569336
2022-06-09,94.20102739050924,91.0435001373291,87.88597288414897,90.76000213623048
2022-06-10,94.29694548735488,90.99900016784667,87.70105484833847,87.01000213623047
2022-06-13,95.2113293064753,90.7270004272461,86.24267154801689,87.12999725341797
2022-06-14,96.53789327216904,90.30050048828124,84.06310770439345,84.08000183105469
2022-06-15,97.36920685074404,89.8265007019043,82.28379455306455,81.41000366210938
"
3238,US,technical,"For D. R. Horton from November 25, 2024 to July 03, 2025, what percentage of days had the close less than the Bollinger Bands lower channel? (Unit: %) (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.0,medium,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close,low,high,open
2024-10-29,167.32000732421875,152.99000549316406,167.72999572753906,153.19000244140625
2024-10-30,169.2899932861328,166.27999877929688,171.77000427246094,166.3000030517578
2024-10-31,169.0,167.32000732421875,170.41000366210938,167.94000244140625
2024-11-01,167.63999938964844,166.6199951171875,174.38999938964844,171.42999267578125
2024-11-04,170.74000549316406,169.07000732421875,175.60000610351562,169.30999755859375
2024-11-05,173.27000427246094,167.52000427246094,173.47999572753906,168.25
2024-11-06,166.7100067138672,159.75999450683594,167.08999633789062,163.52000427246094
2024-11-07,168.11000061035156,166.05999755859375,169.3000030517578,166.25
2024-11-08,168.7899932861328,167.1199951171875,169.4499969482422,168.02000427246094
2024-11-11,167.4600067138672,166.6699981689453,170.5,169.5
2024-11-12,161.8300018310547,161.7100067138672,165.9499969482422,165.27000427246094
2024-11-13,161.1300048828125,160.9199981689453,165.41000366210938,164.61000061035156
2024-11-14,163.74000549316406,160.82000732421875,165.69000244140625,161.1300048828125
2024-11-15,161.61000061035156,161.0,163.3800048828125,161.75
2024-11-18,161.4499969482422,160.08999633789062,163.02000427246094,160.1199951171875
2024-11-19,162.3000030517578,158.6300048828125,162.4499969482422,161.3000030517578
2024-11-20,163.1199951171875,161.66000366210938,163.49000549316406,162.3300018310547
2024-11-21,161.86000061035156,161.75999450683594,164.3300018310547,163.77000427246094
2024-11-22,163.52999877929688,161.5,164.02000427246094,162.60000610351562
2024-11-25,172.94000244140625,167.1999969482422,175.9199981689453,167.1999969482422
2024-11-26,168.7100067138672,167.27999877929688,171.39999389648438,171.0
2024-11-27,169.42999267578125,169.07000732421875,171.74000549316406,170.85000610351562
2024-11-29,168.77999877929688,168.4499969482422,171.97000122070312,171.14999389648438
2024-12-02,167.39999389648438,165.9199981689453,169.2899932861328,168.13999938964844
2024-12-03,166.92999267578125,166.08999633789062,169.3699951171875,168.64999389648438
2024-12-04,161.35000610351562,160.82000732421875,164.75,164.00999450683594
2024-12-05,159.67999267578125,159.47000122070312,162.05999755859375,161.91000366210938
2024-12-06,158.50999450683594,157.8300018310547,163.1300048828125,161.94000244140625
2024-12-09,160.9600067138672,157.72000122070312,160.97999572753906,159.94000244140625
2024-12-10,157.0,155.63999938964844,158.60000610351562,156.1300048828125
2024-12-11,153.67999267578125,153.42999267578125,157.3300018310547,156.69000244140625
2024-12-12,151.2100067138672,150.8300018310547,153.0,151.77999877929688
2024-12-13,149.8699951171875,147.77999877929688,150.39999389648438,148.8699951171875
2024-12-16,147.61000061035156,147.1999969482422,152.14999389648438,150.50999450683594
2024-12-17,146.7100067138672,146.30999755859375,149.3699951171875,147.8800048828125
2024-12-18,141.77000427246094,141.6300048828125,148.10000610351562,147.13999938964844
2024-12-19,137.24000549316406,135.0,140.72999572753906,135.39999389648438
2024-12-20,139.61000061035156,137.3000030517578,140.77000427246094,137.92999267578125
2024-12-23,140.08999633789062,137.82000732421875,140.19000244140625,139.25999450683594
2024-12-24,141.0500030517578,139.10000610351562,141.25999450683594,139.2899932861328
2024-12-26,141.47000122070312,139.88999938964844,142.35000610351562,140.0
2024-12-27,140.27999877929688,139.69000244140625,142.08999633789062,140.5800018310547
2024-12-30,139.55999755859375,137.82000732421875,140.47999572753906,139.6199951171875
2024-12-31,139.82000732421875,139.36000061035156,141.25999450683594,140.55999755859375
2025-01-02,137.63999938964844,137.07000732421875,141.72000122070312,141.36000061035156
2025-01-03,139.88999938964844,138.22000122070312,140.4199981689453,139.1699981689453
2025-01-06,139.36000061035156,139.14999389648438,142.11000061035156,140.77999877929688
2025-01-07,137.83999633789062,137.4199981689453,141.19000244140625,139.19000244140625
2025-01-08,139.89999389648438,136.38999938964844,140.47000122070312,136.9199981689453
2025-01-10,136.52000427246094,136.27999877929688,139.7899932861328,139.0
2025-01-13,138.39999389648438,136.22999572753906,138.4499969482422,136.83999633789062
2025-01-14,143.16000366210938,141.30999755859375,143.5500030517578,142.5
2025-01-15,145.41000366210938,145.1199951171875,149.9499969482422,149.0
2025-01-16,146.60000610351562,143.2899932861328,146.6699981689453,145.41000366210938
2025-01-17,147.64999389648438,146.94000244140625,149.25999450683594,148.8000030517578
2025-01-21,143.6999969482422,143.5,154.22000122070312,151.89999389648438
2025-01-22,146.92999267578125,143.52999877929688,147.19000244140625,143.5500030517578
2025-01-23,145.24000549316406,144.05999755859375,146.47999572753906,146.22999572753906
2025-01-24,142.9199981689453,142.6999969482422,145.3000030517578,145.07000732421875
2025-01-27,147.25999450683594,142.2899932861328,148.5399932861328,142.3000030517578
2025-01-28,143.9499969482422,143.85000610351562,147.08999633789062,146.9199981689453
2025-01-29,141.92999267578125,140.9499969482422,144.49000549316406,143.9499969482422
2025-01-30,145.92999267578125,142.10000610351562,147.38999938964844,143.10000610351562
2025-01-31,141.89999389648438,141.72999572753906,145.99000549316406,144.4199981689453
2025-02-03,137.4600067138672,136.5399932861328,139.97999572753906,139.86000061035156
2025-02-04,139.75999450683594,136.80999755859375,140.55999755859375,137.50999450683594
2025-02-05,138.9199981689453,138.35000610351562,142.6699981689453,141.83999633789062
2025-02-06,136.1699981689453,135.82000732421875,140.00999450683594,138.9199981689453
2025-02-07,129.0,127.47000122070312,135.02000427246094,134.9199981689453
2025-02-10,130.2100067138672,129.6300048828125,131.39999389648438,129.99000549316406
2025-02-11,130.60000610351562,129.85000610351562,131.75,129.9499969482422
2025-02-12,127.75,125.83999633789062,128.4199981689453,127.0500030517578
2025-02-13,129.33999633789062,126.37999725341795,129.92999267578125,129.2100067138672
2025-02-14,130.57000732421875,130.25,133.14999389648438,130.35000610351562
2025-02-18,129.80999755859375,128.1699981689453,131.0,129.7899932861328
2025-02-19,126.83000183105467,124.2300033569336,127.94000244140624,125.41999816894533
2025-02-20,128.67999267578125,126.0199966430664,129.32000732421875,126.76000213623048
2025-02-21,125.9800033569336,124.95999908447266,129.75999450683594,129.13999938964844
2025-02-24,126.41999816894533,124.41000366210938,127.77999877929688,126.08000183105467
2025-02-25,132.11000061035156,127.0199966430664,132.49000549316406,127.66999816894533
2025-02-26,128.5399932861328,127.75,131.27999877929688,130.6699981689453
2025-02-27,126.44000244140624,126.3499984741211,129.36000061035156,127.77999877929688
2025-02-28,126.80999755859376,125.11000061035156,127.2300033569336,126.11000061035156
2025-03-03,125.68000030517578,124.80999755859376,127.8000030517578,127.0
2025-03-04,125.91999816894533,124.58999633789062,127.36000061035156,124.6999969482422
2025-03-05,129.3699951171875,126.4000015258789,129.49000549316406,126.5
2025-03-06,133.9600067138672,129.3000030517578,135.0399932861328,131.22000122070312
2025-03-07,133.4199981689453,131.6300048828125,135.08999633789062,133.97000122070312
2025-03-10,133.9499969482422,132.67999267578125,138.1300048828125,133.72000122070312
2025-03-11,132.52999877929688,131.5500030517578,134.83999633789062,133.5
2025-03-12,128.6699981689453,128.4499969482422,132.75999450683594,132.52000427246094
2025-03-13,125.29000091552734,124.86000061035156,129.2100067138672,128.86000061035156
2025-03-14,126.77999877929688,125.20999908447266,127.33999633789062,126.5
2025-03-17,127.05999755859376,126.27999877929688,127.6999969482422,127.04000091552734
2025-03-18,127.8499984741211,126.9000015258789,128.86000061035156,127.37999725341795
2025-03-19,130.3800048828125,127.61000061035156,131.17999267578125,127.6999969482422
2025-03-20,131.1300048828125,129.77999877929688,133.97000122070312,130.1999969482422
2025-03-21,128.83999633789062,125.9499969482422,129.44000244140625,127.33999633789062
2025-03-24,130.35000610351562,128.33999633789062,130.82000732421875,129.0
2025-03-25,129.50999450683594,126.80999755859376,132.52999877929688,129.24000549316406
2025-03-26,129.3800048828125,128.2899932861328,131.4499969482422,129.33999633789062
2025-03-27,130.0800018310547,129.0,131.30999755859375,129.24000549316406
2025-03-28,125.98999786376952,125.41999816894533,131.14999389648438,131.14999389648438
2025-03-31,127.12999725341795,124.37999725341795,127.9000015258789,126.27999877929688
2025-04-01,127.41000366210938,125.5500030517578,128.27000427246094,128.1199951171875
2025-04-02,127.97000122070312,124.69000244140624,128.1199951171875,125.25
2025-04-03,122.30999755859376,121.0999984741211,125.55999755859376,124.91999816894533
2025-04-04,127.87000274658205,118.0,131.91000366210938,120.58999633789062
2025-04-07,120.80999755859376,120.19000244140624,129.02000427246094,125.4499969482422
2025-04-08,115.0999984741211,113.77999877929688,123.56999969482422,123.56999969482422
2025-04-09,121.16000366210938,110.44000244140624,123.8000030517578,113.56999969482422
2025-04-10,117.87000274658205,114.62000274658205,119.9499969482422,119.3000030517578
2025-04-11,119.77999877929688,114.5,120.0,117.13999938964844
2025-04-14,121.0199966430664,119.0199966430664,122.95999908447266,121.9800033569336
2025-04-15,119.80999755859376,118.86000061035156,122.37000274658205,120.52999877929688
2025-04-16,117.54000091552734,116.66000366210938,120.5199966430664,119.25
2025-04-17,121.25,117.54000091552734,123.0,121.41999816894533
2025-04-21,120.76000213623048,117.75,121.1500015258789,120.36000061035156
2025-04-22,124.95999908447266,121.04000091552734,125.29000091552734,121.68000030517578
2025-04-23,124.79000091552734,124.4800033569336,129.0800018310547,127.0199966430664
2025-04-24,126.04000091552734,123.80999755859376,126.48999786376952,126.02999877929688
2025-04-25,124.55999755859376,123.4800033569336,125.77999877929688,125.5199966430664
2025-04-28,125.16999816894533,123.8499984741211,125.91999816894533,124.58000183105467
2025-04-29,124.75,123.56999969482422,125.3000030517578,124.2300033569336
2025-04-30,126.33999633789062,122.29000091552734,126.62000274658205,123.61000061035156
2025-05-01,125.5500030517578,124.97000122070312,127.80999755859376,126.4499969482422
2025-05-02,127.30999755859376,125.97000122070312,128.07000732421875,126.04000091552734
2025-05-05,125.66999816894533,125.33000183105467,127.41999816894533,126.38999938964844
2025-05-06,121.87999725341795,121.75,125.37000274658205,124.47000122070312
2025-05-07,122.7699966430664,122.08999633789062,123.62000274658205,122.9800033569336
2025-05-08,123.83999633789062,123.23999786376952,125.31999969482422,123.8000030517578
2025-05-09,122.02999877929688,121.70999908447266,124.26000213623048,123.91000366210938
2025-05-12,126.13999938964844,124.1999969482422,128.36000061035156,126.3499984741211
2025-05-13,126.36000061035156,126.08999633789062,128.0500030517578,127.7699966430664
2025-05-14,122.06999969482422,121.62999725341795,126.08999633789062,125.9000015258789
2025-05-15,123.38999938964844,120.08999633789062,123.4000015258789,122.41999816894533
2025-05-16,125.75,122.87000274658205,125.77999877929688,123.37999725341795
2025-05-19,124.93000030517578,122.87000274658205,125.1999969482422,123.08000183105467
2025-05-20,122.68000030517578,122.30999755859376,125.43000030517578,124.48999786376952
2025-05-21,119.58000183105467,119.16999816894533,122.51000213623048,121.5999984741211
2025-05-22,118.9000015258789,117.47000122070312,119.37999725341795,118.7300033569336
2025-05-23,118.6500015258789,117.06999969482422,119.3000030517578,117.97000122070312
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2025-05-28,117.38999938964844,117.30999755859376,121.16999816894533,120.75
2025-05-29,118.2699966430664,117.11000061035156,118.9800033569336,118.62999725341795
2025-05-30,118.05999755859376,117.0,118.4800033569336,117.81999969482422
2025-06-02,116.88999938964844,114.16999816894533,117.12999725341795,116.98999786376952
2025-06-03,118.3499984741211,115.79000091552734,118.6500015258789,116.77999877929688
2025-06-04,123.52999877929688,118.6500015258789,124.12000274658205,118.93000030517578
2025-06-05,122.73999786376952,121.41000366210938,123.70999908447266,122.97000122070312
2025-06-06,120.73999786376952,120.58000183105467,123.44000244140624,122.86000061035156
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2025-06-11,124.80999755859376,124.61000061035156,130.27000427246094,128.75999450683594
2025-06-12,126.23999786376952,123.0999984741211,126.9000015258789,124.27999877929688
2025-06-13,123.08000183105467,122.1500015258789,126.41000366210938,124.80999755859376
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2025-06-17,119.91999816894533,119.54000091552734,126.33000183105467,123.31999969482422
2025-06-18,121.27999877929688,119.63999938964844,123.47000122070312,120.47000122070312
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2025-06-23,128.66000366210938,122.83000183105467,128.91000366210938,123.11000061035156
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2025-06-30,128.9199981689453,127.79000091552734,129.4600067138672,128.94000244140625
2025-07-01,133.89999389648438,128.0,136.42999267578125,128.52999877929688
2025-07-02,135.61000061035156,133.42999267578125,136.47999572753906,134.4199981689453
2025-07-03,131.89999389648438,131.64999389648438,136.3800048828125,136.0
","date,Upper,Middle,Lower,close
2024-11-25,173.75823603552377,166.09200134277344,158.42576665002312,172.94000244140625
2024-11-26,173.8959065297124,166.16150131225587,158.42709609479934,168.7100067138672
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2024-12-19,177.6582215327285,158.25849990844728,138.85877828416605,137.24000549316406
2024-12-20,178.08299391075468,157.14599990844727,136.20900590613985,139.61000061035156
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2024-12-31,166.86475750715536,148.72000045776366,130.57524340837196,139.82000732421875
2025-01-02,163.95537183284733,147.25550079345703,130.55562975406673,137.63999938964844
2025-01-03,161.84773202482077,146.18250045776367,130.51726889070656,139.88999938964844
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2025-01-10,151.70869519440933,142.05600051879884,132.40330584318835,136.52000427246094
2025-01-13,149.44611420578806,141.292000579834,133.13788695387993,138.39999389648438
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2025-01-15,146.5507407534125,140.6665008544922,134.7822609555719,145.41000366210938
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2025-01-24,148.184091543038,141.66699981689453,135.14990809075107,142.9199981689453
2025-01-27,148.92494680196836,141.97749938964844,135.03005197732853,147.25999450683594
2025-01-28,149.09665179797008,142.10149917602538,135.1063465540807,143.9499969482422
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2025-01-31,149.5246683460846,142.60649795532225,135.6883275645599,141.89999389648438
2025-02-03,149.54190689254156,142.5974983215332,135.65308975052486,137.4600067138672
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2025-02-07,151.24156205197468,141.94049835205078,132.63943465212688,129.0
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2025-04-17,133.51940277608955,124.05900001525879,114.59859725442803,121.25
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2025-05-05,129.21062132142202,122.51199951171876,115.81337770201547,125.66999816894533
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2025-05-09,128.45766439063684,123.29099884033204,118.12433329002724,122.02999877929688
2025-05-12,128.6535873943422,123.6089988708496,118.56441034735703,126.13999938964844
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2025-05-16,128.03253522892476,124.50649909973144,120.98046297053814,125.75
2025-05-19,127.79520430844437,124.71499900817871,121.63479370791305,124.93000030517578
2025-05-20,127.80286097820004,124.60099906921387,121.3991371602277,122.68000030517578
2025-05-21,128.21547228820742,124.34049911499024,120.46552594177304,119.58000183105467
2025-05-22,128.43858194044333,123.9834991455078,119.52841635057227,118.9000015258789
2025-05-23,128.70010982413115,123.68799934387206,118.67588886361298,118.6500015258789
2025-05-27,128.55531868171835,123.50349960327148,118.45168052482462,121.4800033569336
2025-05-28,128.8050149167759,123.1354995727539,117.4659842287319,117.38999938964844
2025-05-29,128.57776892434146,122.7319995880127,116.88623025168395,118.2699966430664
2025-05-30,128.38985450837808,122.3574993133545,116.3251441183309,118.05999755859376
2025-06-02,127.86781840574324,121.83649940490723,115.80518040407122,116.88999938964844
2025-06-03,127.41465454329506,121.47049942016602,115.52634429703699,118.3499984741211
2025-06-04,127.56303484614233,121.55299949645996,115.54296414677759,123.52999877929688
2025-06-05,127.5603340966544,121.55149955749512,115.54266501833584,122.73999786376952
2025-06-06,127.32054015615265,121.39649963378906,115.47245911142548,120.73999786376952
2025-06-09,127.37093322677079,121.42749977111816,115.48406631546554,122.6500015258789
2025-06-10,127.54648074288946,121.46749992370606,115.38851910452266,126.94000244140624
2025-06-11,127.25320096154952,121.38999977111817,115.52679858068682,124.80999755859376
2025-06-12,127.82868873549961,121.59849967956544,115.36831062363126,126.23999786376952
2025-06-13,127.79680460791559,121.58299980163574,115.36919499535588,123.08000183105467
2025-06-16,127.4737476486089,121.47799987792969,115.48225210725047,123.6500015258789
2025-06-17,127.04129393591731,121.22749977111816,115.41370560631901,119.91999816894533
2025-06-18,126.93324226325751,121.15749969482422,115.38175712639094,121.27999877929688
2025-06-20,127.26211985664752,121.3884994506836,115.51487904471968,124.1999969482422
2025-06-23,128.42503149766068,121.87649955749512,115.32796761732956,128.66000366210938
2025-06-24,129.61013450315244,122.4254997253418,115.24086494753116,129.6300048828125
2025-06-25,130.1883016490634,122.71599960327148,115.24369755747958,127.29000091552734
2025-06-26,130.4938241525088,123.20399971008301,115.91417526765723,127.1500015258789
2025-06-27,131.01925411769875,123.725,116.43074588230122,128.69000244140625
2025-06-30,131.40984136618434,124.26800003051758,117.12615869485083,128.9199981689453
2025-07-01,132.58713959240816,125.11849975585938,117.64985991931057,133.89999389648438
2025-07-02,134.08417228517698,125.9814998626709,117.87882744016483,135.61000061035156
2025-07-03,134.81168643017057,126.39999961853027,117.98831280688998,131.89999389648438
"
3239,US,technical,"Calculate the percentage of days where Cigna's open was less than the upper channel of Bollinger Bands from April 12, 2021 to February 01, 2022. (Standard parameters: middle band SMA(20), band width multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",96.6019,medium,channel,Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P),"date,close,low,high,open
2021-03-15,245.4900054931641,243.08999633789065,247.6300048828125,243.3699951171875
2021-03-16,241.69000244140625,241.6199951171875,245.47999572753903,245.47999572753903
2021-03-17,241.91000366210935,239.66000366210935,244.17999267578125,242.0500030517578
2021-03-18,243.82000732421875,241.94000244140625,248.38999938964844,241.94000244140625
2021-03-19,243.25999450683597,242.0399932861328,246.75999450683597,243.55999755859372
2021-03-22,242.3999938964844,239.0,243.3699951171875,243.25999450683597
2021-03-23,238.44000244140625,237.3999938964844,244.1300048828125,242.6000061035156
2021-03-24,240.5399932861328,238.57000732421875,244.0200042724609,238.9900054931641
2021-03-25,241.38999938964844,235.66000366210935,241.75,240.27999877929688
2021-03-26,243.77999877929688,240.3600006103516,244.0,243.17999267578125
2021-03-29,247.5500030517578,242.0200042724609,248.83999633789065,242.16000366210935
2021-03-30,245.8000030517578,243.69000244140625,248.5200042724609,246.67999267578125
2021-03-31,241.7400054931641,241.3600006103516,246.30999755859372,244.58999633789065
2021-04-01,241.8300018310547,238.1699981689453,243.5500030517578,242.3500061035156
2021-04-05,243.33999633789065,241.52999877929688,245.2100067138672,243.4199981689453
2021-04-06,239.1300048828125,238.7100067138672,244.19000244140625,242.72999572753903
2021-04-07,240.22000122070312,239.1499938964844,241.9900054931641,240.2400054931641
2021-04-08,238.25,237.8699951171875,240.97000122070312,239.5800018310547
2021-04-09,246.1000061035156,238.3500061035156,246.1499938964844,239.7700042724609
2021-04-12,245.82000732421875,245.57000732421875,248.5,245.63999938964844
2021-04-13,245.25999450683597,245.1999969482422,247.66000366210935,246.07000732421875
2021-04-14,249.44000244140625,245.6100006103516,250.32000732421875,245.6100006103516
2021-04-15,254.3600006103516,249.44000244140625,255.88999938964844,249.5399932861328
2021-04-16,252.57000732421875,250.3999938964844,255.41000366210935,254.7700042724609
2021-04-19,252.4900054931641,251.2700042724609,254.55999755859372,253.5
2021-04-20,253.3699951171875,251.1699981689453,254.5,252.1199951171875
2021-04-21,253.0,252.5200042724609,256.739990234375,255.0
2021-04-22,252.5399932861328,248.00999450683597,252.97000122070312,252.0
2021-04-23,251.8000030517578,249.0500030517578,253.5,253.0
2021-04-26,249.3800048828125,248.75,253.38999938964844,252.3000030517578
2021-04-27,250.44000244140625,247.4600067138672,250.97000122070312,248.7400054931641
2021-04-28,247.13999938964844,246.67999267578125,252.3600006103516,251.0800018310547
2021-04-29,250.2400054931641,248.1499938964844,251.4199981689453,249.1100006103516
2021-04-30,249.00999450683597,246.16000366210935,249.75,249.25999450683597
2021-05-03,252.0500030517578,250.0,254.30999755859372,250.5
2021-05-04,259.5,251.3500061035156,259.510009765625,252.30999755859372
2021-05-05,258.4200134277344,256.20001220703125,259.9800109863281,258.8299865722656
2021-05-06,256.92999267578125,254.8800048828125,259.8099975585937,258.4200134277344
2021-05-07,261.17999267578125,256.0199890136719,263.6700134277344,256.92999267578125
2021-05-10,266.9100036621094,262.1700134277344,272.8099975585937,262.8999938964844
2021-05-11,260.8599853515625,257.92999267578125,266.1099853515625,265.67999267578125
2021-05-12,258.7200012207031,258.5299987792969,262.1600036621094,261.1000061035156
2021-05-13,264.0,259.6499938964844,265.7699890136719,260.3800048828125
2021-05-14,263.5199890136719,263.239990234375,265.0,264.4100036621094
2021-05-17,264.7200012207031,262.6000061035156,265.69000244140625,264.07000732421875
2021-05-18,263.1700134277344,261.7099914550781,265.0,264.32000732421875
2021-05-19,262.4200134277344,258.3399963378906,262.6199951171875,260.3299865722656
2021-05-20,260.6600036621094,259.489990234375,263.3399963378906,262.739990234375
2021-05-21,262.239990234375,260.4700012207031,265.489990234375,261.6499938964844
2021-05-24,261.5299987792969,261.2799987792969,264.0599975585937,263.3900146484375
2021-05-25,259.6000061035156,259.0299987792969,262.17999267578125,261.67999267578125
2021-05-26,259.3900146484375,255.52999877929688,261.07000732421875,259.8800048828125
2021-05-27,259.5,257.9200134277344,260.4800109863281,260.260009765625
2021-05-28,258.8500061035156,258.0299987792969,261.5400085449219,261.0400085449219
2021-06-01,257.67999267578125,255.07000732421875,260.6300048828125,260.07000732421875
2021-06-02,255.41000366210935,254.5500030517578,259.6700134277344,259.6700134277344
2021-06-03,256.9700012207031,254.19000244140625,259.1499938964844,255.19000244140625
2021-06-04,252.94000244140625,252.7700042724609,258.42999267578125,257.6000061035156
2021-06-07,247.6000061035156,245.25999450683597,254.02999877929688,254.02999877929688
2021-06-08,245.9199981689453,244.25999450683597,247.8300018310547,247.3300018310547
2021-06-09,242.00999450683597,241.8699951171875,246.7100067138672,246.2400054931641
2021-06-10,239.6499938964844,238.72000122070312,244.22999572753903,242.80999755859372
2021-06-11,241.8500061035156,240.3699951171875,243.92999267578125,241.63999938964844
2021-06-14,239.58999633789065,238.5200042724609,241.50999450683597,240.63999938964844
2021-06-15,239.0800018310547,235.8999938964844,240.25,240.19000244140625
2021-06-16,236.9900054931641,236.1000061035156,240.3800048828125,239.41000366210935
2021-06-17,236.69000244140625,233.3699951171875,237.5,237.33999633789065
2021-06-18,231.97000122070312,231.1499938964844,234.38999938964844,231.9900054931641
2021-06-21,236.47999572753903,232.47999572753903,236.8699951171875,232.9499969482422
2021-06-22,236.00999450683597,234.6300048828125,237.2400054931641,237.2400054931641
2021-06-23,232.92999267578125,232.6999969482422,235.9199981689453,235.2400054931641
2021-06-24,234.7700042724609,233.1100006103516,235.75999450683597,234.08999633789065
2021-06-25,237.1000061035156,234.25999450683597,238.3300018310547,235.97000122070312
2021-06-28,240.0399932861328,236.6000061035156,241.0,237.02999877929688
2021-06-29,236.69000244140625,236.4600067138672,242.5,240.3000030517578
2021-06-30,237.07000732421875,236.4600067138672,237.9900054931641,236.4900054931641
2021-07-01,238.3000030517578,236.8500061035156,239.13999938964844,238.3300018310547
2021-07-02,238.02999877929688,236.6199951171875,238.7899932861328,238.5
2021-07-06,235.2400054931641,233.32000732421875,238.0200042724609,237.1999969482422
2021-07-07,235.92999267578125,233.1000061035156,236.3800048828125,234.6300048828125
2021-07-08,231.41000366210935,230.5,234.16000366210935,234.16000366210935
2021-07-09,234.8999938964844,232.72000122070312,235.1499938964844,233.8999938964844
2021-07-12,235.22000122070312,232.0,235.92999267578125,233.22000122070312
2021-07-13,235.55999755859372,234.07000732421875,237.1699981689453,235.3500061035156
2021-07-14,236.0200042724609,234.1000061035156,236.82000732421875,236.3500061035156
2021-07-15,234.91000366210935,233.1199951171875,235.94000244140625,234.3600006103516
2021-07-16,233.8300018310547,233.0399932861328,235.9199981689453,235.9199981689453
2021-07-19,227.6300048828125,225.17999267578125,232.38999938964844,231.1699981689453
2021-07-20,232.0200042724609,228.22999572753903,233.1999969482422,228.7899932861328
2021-07-21,233.57000732421875,232.58999633789065,235.13999938964844,233.6100006103516
2021-07-22,232.2400054931641,231.25,234.47999572753903,234.05999755859372
2021-07-23,232.8800048828125,232.1000061035156,234.1199951171875,234.0
2021-07-26,228.44000244140625,228.0500030517578,233.41000366210935,232.42999267578125
2021-07-27,228.8800048828125,224.66000366210935,229.0,227.0
2021-07-28,227.25,225.1499938964844,229.32000732421875,229.32000732421875
2021-07-29,228.9499969482422,227.6300048828125,229.9499969482422,228.6100006103516
2021-07-30,229.4900054931641,227.44000244140625,230.9900054931641,228.2400054931641
2021-08-02,229.3500061035156,228.5,230.83999633789065,230.0
2021-08-03,233.9600067138672,228.8999938964844,234.3800048828125,230.82000732421875
2021-08-04,231.47999572753903,230.8000030517578,233.4900054931641,232.77999877929688
2021-08-05,206.2100067138672,199.66000366210935,218.22000122070312,216.41000366210935
2021-08-06,209.3000030517578,205.3699951171875,211.1300048828125,207.1499938964844
2021-08-09,211.1499938964844,208.72000122070312,213.1300048828125,209.2100067138672
2021-08-10,210.9499969482422,209.33999633789065,211.91000366210935,211.38999938964844
2021-08-11,211.3000030517578,210.8000030517578,213.13999938964844,212.63999938964844
2021-08-12,209.67999267578125,209.25,211.5500030517578,209.97000122070312
2021-08-13,210.6100006103516,209.02999877929688,211.9499969482422,211.3699951171875
2021-08-16,210.8999938964844,208.3000030517578,211.5,209.1000061035156
2021-08-17,210.5,209.1000061035156,212.00999450683597,210.44000244140625
2021-08-18,205.6000061035156,205.41000366210935,209.97999572753903,209.42999267578125
2021-08-19,206.17999267578125,204.4900054931641,206.7899932861328,205.0
2021-08-20,207.52999877929688,205.69000244140625,208.91000366210935,206.69000244140625
2021-08-23,207.7400054931641,207.1999969482422,209.1000061035156,208.2400054931641
2021-08-24,211.88999938964844,209.5,213.5,210.19000244140625
2021-08-25,211.38999938964844,209.2700042724609,213.4900054931641,211.3500061035156
2021-08-26,207.7899932861328,207.6100006103516,211.6100006103516,210.25
2021-08-27,210.67999267578125,208.1000061035156,211.5800018310547,208.6499938964844
2021-08-30,207.47000122070312,207.25,210.8999938964844,210.63999938964844
2021-08-31,211.6499938964844,206.69000244140625,214.5200042724609,207.0
2021-09-01,211.0500030517578,208.5399932861328,212.8600006103516,212.8600006103516
2021-09-02,218.2100067138672,211.5200042724609,219.5800018310547,211.5200042724609
2021-09-03,216.9199981689453,213.3300018310547,218.2400054931641,218.1100006103516
2021-09-07,216.32000732421875,214.6199951171875,218.3600006103516,216.07000732421875
2021-09-08,213.3600006103516,212.6499938964844,217.00999450683597,216.02999877929688
2021-09-09,213.9499969482422,212.3800048828125,215.3000030517578,213.0
2021-09-10,204.69000244140625,203.1999969482422,209.9900054931641,208.9900054931641
2021-09-13,209.1000061035156,204.1699981689453,211.8699951171875,204.92999267578125
2021-09-14,203.6499938964844,203.3500061035156,210.7899932861328,209.8999938964844
2021-09-15,206.5800018310547,203.16000366210935,208.6100006103516,203.1699981689453
2021-09-16,205.5200042724609,203.5,209.25,207.27999877929688
2021-09-17,205.6199951171875,204.0,207.47000122070312,205.1199951171875
2021-09-20,202.52999877929688,200.8300018310547,204.2400054931641,203.05999755859372
2021-09-21,202.38999938964844,201.97000122070312,205.25,203.9199981689453
2021-09-22,201.9900054931641,201.52999877929688,205.1699981689453,204.4600067138672
2021-09-23,202.4600067138672,201.6199951171875,204.58999633789065,202.3500061035156
2021-09-24,203.88999938964844,202.3000030517578,205.41000366210935,202.3000030517578
2021-09-27,206.6100006103516,203.1000061035156,208.2899932861328,203.1000061035156
2021-09-28,203.27999877929688,203.0,208.0200042724609,206.4499969482422
2021-09-29,203.92999267578125,203.19000244140625,205.91000366210935,203.69000244140625
2021-09-30,200.16000366210935,200.1000061035156,207.5500030517578,206.0399932861328
2021-10-01,202.6000061035156,198.8600006103516,203.7700042724609,201.0
2021-10-04,199.4499969482422,198.6999969482422,204.7700042724609,202.5
2021-10-05,201.3999938964844,199.7400054931641,203.9900054931641,200.05999755859372
2021-10-06,203.25,197.2899932861328,203.38999938964844,199.41000366210935
2021-10-07,204.7100067138672,204.6000061035156,207.3699951171875,204.77999877929688
2021-10-08,205.17999267578125,204.30999755859372,209.0,207.5
2021-10-11,203.92999267578125,203.55999755859372,207.50999450683597,204.8500061035156
2021-10-12,202.1000061035156,201.7700042724609,205.1199951171875,204.1999969482422
2021-10-13,199.47000122070312,197.25,202.0,201.44000244140625
2021-10-14,203.0399932861328,202.8800048828125,207.22000122070312,204.88999938964844
2021-10-15,206.19000244140625,204.00999450683597,208.05999755859372,204.13999938964844
2021-10-18,204.57000732421875,203.22999572753903,205.8699951171875,205.4600067138672
2021-10-19,206.6300048828125,204.57000732421875,207.1300048828125,205.91000366210935
2021-10-20,214.75999450683597,207.3300018310547,216.0,208.4199981689453
2021-10-21,216.22999572753903,213.32000732421875,216.3000030517578,213.38999938964844
2021-10-22,216.3999938964844,214.7100067138672,219.1199951171875,216.07000732421875
2021-10-25,215.6199951171875,215.4199981689453,218.1100006103516,216.8500061035156
2021-10-26,215.6699981689453,213.4900054931641,216.3699951171875,215.75999450683597
2021-10-27,213.3999938964844,213.2700042724609,216.5,215.6699981689453
2021-10-28,215.75,212.97000122070312,216.1499938964844,213.3800048828125
2021-10-29,213.6100006103516,213.3000030517578,216.07000732421875,214.97000122070312
2021-11-01,216.1300048828125,213.77999877929688,217.52999877929688,213.82000732421875
2021-11-02,214.7100067138672,213.5399932861328,217.3800048828125,216.92999267578125
2021-11-03,218.25,209.2100067138672,218.33999633789065,212.5200042724609
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2021-11-18,218.75,216.6199951171875,220.25,217.17999267578125
2021-11-19,210.50999450683597,208.88999938964844,218.3999938964844,218.3999938964844
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2021-10-14,206.60352469491633,202.89949951171874,199.19547432852116,204.88999938964844
2021-10-15,206.72297235641312,202.9279998779297,199.13302739944626,204.13999938964844
2021-10-18,206.8858732905896,203.03000030517578,199.17412731976196,205.4600067138672
2021-10-19,207.38905572430085,203.24200057983398,199.09494543536712,205.91000366210935
2021-10-20,210.34476167886046,203.88050003051757,197.41623838217467,208.4199981689453
2021-10-21,212.93494241822208,204.56899948120116,196.20305654418024,213.38999938964844
2021-10-22,215.00909441703968,205.19449920654296,195.37990399604624,216.07000732421875
2021-10-25,216.4548066678026,205.64499893188477,194.83519119596696,216.8500061035156
2021-10-26,217.8532132060266,206.26449890136718,194.67578459670776,215.75999450683597
2021-10-27,218.67510765359822,206.73799896240234,194.80089027120647,215.6699981689453
2021-10-28,219.6687667029938,207.5174987792969,195.36623085559998,213.3800048828125
2021-10-29,220.27572070134954,208.06799850463867,195.8602763079278,214.97000122070312
2021-11-01,220.91829840613258,208.9019989013672,196.8856993966018,213.82000732421875
2021-11-02,221.3195404078728,209.56749954223633,197.81545867659986,216.92999267578125
2021-11-03,222.27389813270537,210.31749954223633,198.3611009517673,212.5200042724609
2021-11-04,222.46896411549585,210.73999938964843,199.011034663801,225.22999572753903
2021-11-05,222.7139902896987,211.18699951171874,199.66000873373878,214.66000366210935
2021-11-08,223.30193428068264,211.89850006103515,200.49506584138766,215.0
2021-11-09,223.21239647856598,212.60349960327147,201.99460272797697,217.5
2021-11-10,222.4752417529191,213.52199935913086,204.56875696534263,216.58999633789065
2021-11-11,221.97044086443202,214.25499954223633,206.53955822004065,217.4499969482422
2021-11-12,221.7314632724033,214.83199920654297,207.93253514068266,218.44000244140625
2021-11-15,220.42352289158958,215.37999877929687,210.33647466700415,217.97999572753903
2021-11-16,219.10174170704144,215.93649826049804,212.77125481395464,216.1499938964844
2021-11-17,219.19558142049272,216.0474983215332,212.89941522257368,219.0
2021-11-18,219.5351893279576,216.17349853515626,212.81180774235492,217.17999267578125
2021-11-19,220.04539264260956,215.87899856567384,211.71260448873812,218.3999938964844
2021-11-22,220.25019186191312,215.67549896240234,211.10080606289156,211.07000732421875
2021-11-23,220.25028361694015,215.5539993286133,210.85771504028642,211.52999877929688
2021-11-24,220.51160197547966,215.4129997253418,210.31439747520392,212.3699951171875
2021-11-26,222.46725738595234,214.72699966430665,206.98674194266096,208.00999450683597
2021-11-29,224.19591230527496,214.02699966430663,203.8580870233383,203.1300048828125
2021-11-30,226.76441307399466,212.81549911499025,198.86658515598583,198.0
2021-12-01,227.7956037928812,211.81599884033204,195.8363938877829,195.4600067138672
2021-12-02,227.5926457589409,210.79299850463866,193.99335125033642,194.69000244140625
2021-12-03,227.54192361218148,210.12799835205078,192.71407309192008,198.7899932861328
2021-12-06,227.1294749398604,209.75149841308593,192.37352188631147,202.7100067138672
2021-12-07,226.19634466627556,209.24199829101562,192.28765191575567,206.9499969482422
2021-12-08,225.50037543387805,208.8474983215332,192.19462120918837,207.8600006103516
2021-12-09,224.70445839434123,208.52049865722657,192.3365389201119,208.27999877929688
2021-12-10,224.2958186693826,208.38249893188475,192.4691791943869,212.77999877929688
2021-12-13,223.90124114788492,208.25349884033204,192.60575653277917,214.9499969482422
2021-12-14,224.06395372574556,208.30799865722656,192.55204358870756,213.3800048828125
2021-12-15,224.01346444453733,208.29299926757812,192.57253409061892,217.0399932861328
2021-12-16,224.30069329156987,208.37749938964845,192.45430548772703,216.5399932861328
2021-12-17,224.46162018640103,208.4209991455078,192.38037810461458,218.6499938964844
2021-12-20,225.19929510605192,208.74549942016603,192.29170373428013,216.7700042724609
2021-12-21,226.3504368371067,209.17999954223632,192.00956224736592,216.0
2021-12-22,227.6701700962484,209.63449935913087,191.59882862201334,220.0
2021-12-23,229.78068343418894,210.39999923706054,191.01931503993214,223.4499969482422
2021-12-27,232.08507621108706,211.69149932861328,191.2979224461395,227.58999633789065
2021-12-28,234.40854350498753,213.23799896240234,192.06745441981715,227.77999877929688
2021-12-29,235.4524500594284,215.22549896240236,194.9985478653763,230.6000061035156
2021-12-30,236.0073803919333,217.0269989013672,198.04661741080108,231.47000122070312
2021-12-31,236.16527239279725,218.61899948120117,201.0727265696051,231.1100006103516
2022-01-03,236.8965798522195,220.33599929809571,203.77541874397193,229.4900054931641
2022-01-04,237.8869596300911,221.67149963378907,205.45603963748704,234.1100006103516
2022-01-05,239.26499874707486,223.09899978637696,206.93300082567907,234.82000732421875
2022-01-06,238.82001048317267,224.0604995727539,209.30098866233516,232.82000732421875
2022-01-07,239.19454176949037,225.15449905395508,211.11445633841979,227.13999938964844
2022-01-10,239.77815811557412,226.09199905395508,212.40583999233604,234.08999633789065
2022-01-11,241.36254470431746,227.34149932861328,213.3204539529091,235.72999572753903
2022-01-12,242.4086104873518,228.44949951171876,214.4903885360857,240.08999633789065
2022-01-13,243.55591484996341,229.60399932861327,215.65208380726312,237.92999267578125
2022-01-14,244.8076783759794,230.77899932861328,216.75032028124716,239.6199951171875
2022-01-18,245.3869048596837,231.79699935913087,218.20709385857802,241.3300018310547
2022-01-19,244.9680302757038,232.88699951171876,220.80596874773371,240.80999755859372
2022-01-20,244.9018054924895,233.89449920654297,222.88719292059645,238.3999938964844
2022-01-21,244.26444789873216,234.59049911499022,224.9165503312483,240.6100006103516
2022-01-24,243.94910812207075,235.11699905395508,226.2848899858394,233.8699951171875
2022-01-25,243.64808824753908,235.46099929809571,227.27391034865235,233.91000366210935
2022-01-26,243.53938812230558,235.6349998474121,227.73061157251863,235.3600006103516
2022-01-27,243.94395541705742,235.42399978637695,226.90404415569648,231.0399932861328
2022-01-28,243.8612178165364,235.55899963378906,227.25678145104172,227.66000366210935
2022-01-31,243.7913047975924,235.6004997253418,227.40969465309118,230.72999572753903
2022-02-01,244.3941979862178,235.18600006103514,225.9778021358525,229.4600067138672
"
3240,US,technical,"What is the percentage of days where the close price is less than the upper channel of Keltner Channel for Vulcan Materials Company from July 16, 2024 to May 03, 2025? (Unit: %) (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",88.5496,medium,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2024-03-20,271.739990234375,272.260009765625,268.9599914550781
2024-03-21,275.5899963378906,275.8699951171875,270.3800048828125
2024-03-22,274.3599853515625,275.1499938964844,272.260009765625
2024-03-25,272.6199951171875,274.8299865722656,272.04998779296875
2024-03-26,273.8699951171875,275.3500061035156,272.6600036621094
2024-03-27,272.7900085449219,276.5799865722656,271.67999267578125
2024-03-28,272.9200134277344,274.7900085449219,271.42999267578125
2024-04-01,269.69000244140625,273.1099853515625,269.5599975585937
2024-04-02,266.25,270.4599914550781,264.1600036621094
2024-04-03,268.7699890136719,269.79998779296875,265.760009765625
2024-04-04,265.8900146484375,272.7699890136719,265.5
2024-04-05,270.1499938964844,270.8699951171875,267.19000244140625
2024-04-08,269.7200012207031,271.6199951171875,269.3800048828125
2024-04-09,265.6199951171875,270.2300109863281,263.0799865722656
2024-04-10,264.5599975585937,265.8999938964844,259.0799865722656
2024-04-11,265.5,267.0299987792969,263.8399963378906
2024-04-12,262.7799987792969,264.6700134277344,261.2900085449219
2024-04-15,260.4700012207031,268.4100036621094,260.25
2024-04-16,258.5400085449219,261.2099914550781,257.0199890136719
2024-04-17,258.260009765625,260.0899963378906,256.07000732421875
2024-04-18,255.07000732421875,260.260009765625,254.33999633789065
2024-04-19,252.05999755859372,257.45001220703125,251.32000732421875
2024-04-22,254.47999572753903,256.1300048828125,251.5800018310547
2024-04-23,259.3399963378906,260.010009765625,254.1499938964844
2024-04-24,256.3999938964844,259.9599914550781,253.75999450683597
2024-04-25,258.5400085449219,258.989990234375,250.7700042724609
2024-04-26,261.239990234375,261.8299865722656,258.7900085449219
2024-04-29,261.45001220703125,262.6400146484375,259.8399963378906
2024-04-30,257.6300048828125,264.1000061035156,257.32000732421875
2024-05-01,259.7300109863281,263.760009765625,256.1600036621094
2024-05-02,264.4100036621094,273.17999267578125,259.9200134277344
2024-05-03,264.44000244140625,268.1400146484375,262.3699951171875
2024-05-06,266.6099853515625,267.75,265.010009765625
2024-05-07,268.3500061035156,269.0,265.6199951171875
2024-05-08,267.92999267578125,268.7900085449219,266.3500061035156
2024-05-09,270.69000244140625,270.8099975585937,267.6700134277344
2024-05-10,272.07000732421875,274.1300048828125,270.95001220703125
2024-05-13,270.0899963378906,272.94000244140625,269.1000061035156
2024-05-14,267.75,270.1499938964844,266.8699951171875
2024-05-15,270.5,271.69000244140625,268.5899963378906
2024-05-16,260.0,270.2300109863281,258.7699890136719
2024-05-17,259.1000061035156,262.8699951171875,258.6499938964844
2024-05-20,260.2099914550781,261.010009765625,257.5400085449219
2024-05-21,262.17999267578125,262.7799987792969,255.27999877929688
2024-05-22,260.8699951171875,261.7300109863281,256.5
2024-05-23,257.2099914550781,262.19000244140625,256.3900146484375
2024-05-24,259.25,259.4700012207031,256.3999938964844
2024-05-28,253.97999572753903,258.5299987792969,253.4900054931641
2024-05-29,251.91000366210935,254.22000122070312,251.38999938964844
2024-05-30,254.0800018310547,255.3500061035156,251.9199981689453
2024-05-31,255.7700042724609,256.3599853515625,245.41000366210935
2024-06-03,252.19000244140625,257.3800048828125,248.9199981689453
2024-06-04,250.4600067138672,252.7100067138672,247.9499969482422
2024-06-05,251.17999267578125,251.97999572753903,249.07000732421875
2024-06-06,248.5800018310547,251.38999938964844,247.41000366210935
2024-06-07,247.58999633789065,250.80999755859372,246.9199981689453
2024-06-10,247.80999755859372,249.5200042724609,245.0800018310547
2024-06-11,244.63999938964844,247.1699981689453,243.50999450683597
2024-06-12,249.1199951171875,253.02999877929688,246.0500030517578
2024-06-13,253.9499969482422,254.5399932861328,247.5200042724609
2024-06-14,252.63999938964844,253.63999938964844,249.00999450683597
2024-06-17,256.3500061035156,257.239990234375,251.3500061035156
2024-06-18,255.6100006103516,257.1199951171875,252.82000732421875
2024-06-20,246.4600067138672,255.22999572753903,243.75999450683597
2024-06-21,247.80999755859372,248.55999755859372,243.30999755859372
2024-06-24,247.5800018310547,249.19000244140625,245.05999755859372
2024-06-25,246.1499938964844,246.63999938964844,243.8500061035156
2024-06-26,245.8800048828125,247.22999572753903,243.8999938964844
2024-06-27,247.75999450683597,249.16000366210935,245.3800048828125
2024-06-28,248.67999267578125,251.80999755859372,247.0200042724609
2024-07-01,243.72000122070312,249.9900054931641,242.17999267578125
2024-07-02,245.07000732421875,245.0800018310547,240.9900054931641
2024-07-03,243.9199981689453,245.5399932861328,242.22000122070312
2024-07-05,244.2100067138672,245.0,241.0200042724609
2024-07-08,241.97000122070312,246.5500030517578,241.44000244140625
2024-07-09,242.25,242.9199981689453,239.47999572753903
2024-07-10,247.72000122070312,248.6000061035156,241.0500030517578
2024-07-11,254.69000244140625,255.2899932861328,248.3500061035156
2024-07-12,252.50999450683597,258.8399963378906,252.00999450683597
2024-07-15,253.8999938964844,256.6600036621094,252.6100006103516
2024-07-16,262.8099975585937,263.3299865722656,254.6100006103516
2024-07-17,255.8000030517578,260.8900146484375,255.5
2024-07-18,256.0899963378906,259.4599914550781,254.52999877929688
2024-07-19,256.1400146484375,258.19000244140625,254.6999969482422
2024-07-22,260.6099853515625,261.489990234375,255.25
2024-07-23,260.1499938964844,262.0899963378906,259.3800048828125
2024-07-24,250.50999450683597,259.8299865722656,250.05999755859372
2024-07-25,253.7700042724609,259.6400146484375,251.1199951171875
2024-07-26,261.7099914550781,262.8500061035156,256.0
2024-07-29,264.5299987792969,265.25,260.94000244140625
2024-07-30,270.0,273.3299865722656,267.6400146484375
2024-07-31,274.510009765625,278.7900085449219,268.5199890136719
2024-08-01,271.1300048828125,274.9800109863281,269.9599914550781
2024-08-02,266.3399963378906,268.3599853515625,260.1199951171875
2024-08-05,257.42999267578125,262.4100036621094,252.92999267578125
2024-08-06,246.13999938964844,251.7100067138672,238.88999938964844
2024-08-07,241.22000122070312,251.72000122070312,241.22000122070312
2024-08-08,246.3300018310547,250.7700042724609,242.32000732421875
2024-08-09,244.33999633789065,249.1300048828125,243.3600006103516
2024-08-12,241.8999938964844,244.7899932861328,239.91000366210935
2024-08-13,243.83999633789065,245.9199981689453,241.7899932861328
2024-08-14,242.5,246.3000030517578,242.07000732421875
2024-08-15,246.57000732421875,247.08999633789065,242.33999633789065
2024-08-16,244.42999267578125,247.05999755859372,243.6000061035156
2024-08-19,244.2899932861328,245.6199951171875,242.17999267578125
2024-08-20,245.6000061035156,246.7899932861328,244.22999572753903
2024-08-21,247.83999633789065,249.8800048828125,246.7899932861328
2024-08-22,247.97999572753903,250.2400054931641,246.6699981689453
2024-08-23,254.88999938964844,257.4200134277344,249.66000366210935
2024-08-26,250.67999267578125,257.5400085449219,250.22999572753903
2024-08-27,240.41000366210935,250.0,237.1699981689453
2024-08-28,235.7700042724609,242.38999938964844,235.08999633789065
2024-08-29,241.27999877929688,243.41000366210935,236.8500061035156
2024-08-30,245.2100067138672,245.8699951171875,241.3699951171875
2024-09-03,239.0200042724609,244.0,237.67999267578125
2024-09-04,234.8300018310547,240.00999450683597,232.69000244140625
2024-09-05,232.16000366210935,235.0399932861328,230.72000122070312
2024-09-06,231.97000122070312,236.02999877929688,231.55999755859372
2024-09-09,231.8300018310547,234.66000366210935,230.9499969482422
2024-09-10,232.9499969482422,233.82000732421875,231.02999877929688
2024-09-11,232.9499969482422,233.3699951171875,225.3600006103516
2024-09-12,236.2700042724609,237.3300018310547,233.5200042724609
2024-09-13,237.47000122070312,239.63999938964844,235.4600067138672
2024-09-16,242.8699951171875,243.3300018310547,237.0
2024-09-17,245.1199951171875,247.0,242.0399932861328
2024-09-18,244.3999938964844,249.5800018310547,244.2700042724609
2024-09-19,253.6699981689453,254.00999450683597,246.44000244140625
2024-09-20,252.0500030517578,258.17999267578125,250.7400054931641
2024-09-23,252.3300018310547,253.8000030517578,250.3300018310547
2024-09-24,249.8699951171875,253.8300018310547,247.38999938964844
2024-09-25,249.6300048828125,251.94000244140625,249.33999633789065
2024-09-26,250.5800018310547,257.010009765625,249.6300048828125
2024-09-27,250.2400054931641,252.3699951171875,248.1999969482422
2024-09-30,250.42999267578125,250.91000366210935,246.0200042724609
2024-10-01,247.4900054931641,251.72999572753903,244.4199981689453
2024-10-02,240.4600067138672,245.9900054931641,239.97000122070312
2024-10-03,241.1000061035156,242.94000244140625,238.6000061035156
2024-10-04,241.42999267578125,243.1999969482422,239.41000366210935
2024-10-07,238.02999877929688,240.3000030517578,237.3300018310547
2024-10-08,238.19000244140625,239.58999633789065,236.6300048828125
2024-10-09,241.63999938964844,243.3500061035156,236.5500030517578
2024-10-10,243.8999938964844,245.5399932861328,238.6999969482422
2024-10-11,247.50999450683597,248.52999877929688,243.94000244140625
2024-10-14,248.6999969482422,249.44000244140625,244.6300048828125
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2024-10-16,256.4800109863281,256.7900085449219,251.82000732421875
2024-10-17,258.6400146484375,259.7699890136719,256.3900146484375
2024-10-18,261.7200012207031,262.79998779296875,255.5
2024-10-21,259.94000244140625,261.5799865722656,257.2200012207031
2024-10-22,253.72000122070312,259.1000061035156,253.6699981689453
2024-10-23,253.57000732421875,254.9900054931641,250.75999450683597
2024-10-24,256.1400146484375,256.5400085449219,252.3800048828125
2024-10-25,256.5400085449219,259.3099975585937,255.6300048828125
2024-10-28,258.5,260.1600036621094,257.19000244140625
2024-10-29,259.54998779296875,260.8699951171875,254.47000122070312
2024-10-30,276.2300109863281,279.4700012207031,267.8800048828125
2024-10-31,273.92999267578125,278.4599914550781,273.1099853515625
2024-11-01,270.3900146484375,275.3999938964844,270.260009765625
2024-11-04,268.8599853515625,272.7099914550781,268.20001220703125
2024-11-05,272.6700134277344,272.8900146484375,267.69000244140625
2024-11-06,290.45001220703125,298.3099975585937,287.6000061035156
2024-11-07,290.5899963378906,293.2799987792969,288.5599975585937
2024-11-08,292.3099975585937,293.7300109863281,290.0199890136719
2024-11-11,292.0400085449219,295.1000061035156,290.67999267578125
2024-11-12,288.3800048828125,292.3800048828125,286.44000244140625
2024-11-13,287.7099914550781,290.9200134277344,286.7099914550781
2024-11-14,282.67999267578125,288.6099853515625,281.6099853515625
2024-11-15,279.2799987792969,283.2200012207031,277.6000061035156
2024-11-18,278.739990234375,280.70001220703125,277.6000061035156
2024-11-19,278.010009765625,278.2099914550781,273.6600036621094
2024-11-20,277.8099975585937,278.5299987792969,276.2900085449219
2024-11-21,281.17999267578125,282.4100036621094,277.1600036621094
2024-11-22,284.6099853515625,284.9200134277344,280.0899963378906
2024-11-25,290.3699951171875,291.8999938964844,285.6600036621094
2024-11-26,288.3999938964844,290.5400085449219,285.9200134277344
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2024-11-29,288.1300048828125,289.1300048828125,287.0899963378906
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2024-12-03,286.5,289.1199951171875,284.5899963378906
2024-12-04,285.6499938964844,286.8900146484375,283.67999267578125
2024-12-05,287.6300048828125,289.2200012207031,282.1600036621094
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2024-12-09,281.2300109863281,288.8500061035156,278.8299865722656
2024-12-10,276.3099975585937,281.010009765625,273.4200134277344
2024-12-11,279.5599975585937,279.8999938964844,276.8299865722656
2024-12-12,278.1099853515625,279.8999938964844,277.3800048828125
2024-12-13,275.7699890136719,278.67999267578125,274.0799865722656
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2024-12-17,272.6499938964844,276.2099914550781,272.1499938964844
2024-12-18,264.8900146484375,277.6700134277344,264.7300109863281
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2025-02-06,277.2099914550781,277.989990234375,274.2099914550781
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2025-02-19,264.9700012207031,270.1199951171875,263.3099975585937
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2024-08-14,262.9602443082509,251.63730221664545,240.31436012504005,242.5
2024-08-15,262.05785058552584,251.154702703081,240.25155482063613,246.57000732421875
2024-08-16,260.84608594151456,250.51425412905246,240.18242231659036,244.42999267578125
2024-08-19,259.73611637953456,249.92146738210775,240.10681838468093,244.2899932861328
2024-08-20,258.72708337276265,249.50989964128945,240.29271590981625,245.6000061035156
2024-08-21,258.2883264066624,249.35086123144197,240.41339605622153,247.83999633789065
2024-08-22,257.79952236835385,249.22030261202264,240.64108285569142,247.97999572753903
2024-08-23,258.8975741694287,249.7602737337013,240.6229732979739,254.88999938964844
2024-08-26,259.1679383286614,249.84786601389936,240.5277936991373,250.67999267578125
2024-08-27,259.3635862397068,248.94902198039554,238.5344577210843,240.41000366210935
2024-08-28,258.1619857279265,247.6938774367827,237.2257691456389,235.7700042724609
2024-08-29,257.65032922083213,247.08303185035547,236.51573447987877,241.27999877929688
2024-08-30,257.10371558813586,246.90464850402324,236.70558141991063,245.2100067138672
2024-09-03,256.4623924871934,246.1537300057792,235.84506752436496,239.0200042724609
2024-09-04,255.45107474651175,245.07527970342448,234.69948466033722,234.8300018310547
2024-09-05,253.83146776236842,243.84525341377542,233.85903906518243,232.16000366210935
2024-09-06,252.37237011127436,242.7142770144352,233.05618391759603,231.97000122070312
2024-09-09,250.9264641721581,241.67767937792277,232.42889458368745,231.8300018310547
2024-09-10,249.58887912402705,240.84647152747698,232.1040639309269,232.9499969482422
2024-09-11,249.16409234237506,240.0944263294546,231.02476031653413,232.9499969482422
2024-09-12,248.54989580141023,239.73019565735996,230.91049551330968,236.2700042724609
2024-09-13,248.07966807535743,239.514939044345,230.95021001333257,237.47000122070312
2024-09-16,248.49222459670892,239.8344681941395,231.17671179157009,242.8699951171875
2024-09-17,248.87383348001282,240.33785171062027,231.80186994122772,245.1199951171875
2024-09-18,249.20360562123062,240.72472239498828,232.24583916874593,244.3999938964844
2024-09-19,251.03010079720266,241.95760580203182,232.88511080686098,253.6699981689453
2024-09-20,252.20003006552827,242.91878649248193,233.6375429194356,252.0500030517578
2024-09-23,252.68871211405033,243.81509271520315,234.94147331635597,252.3300018310547
2024-09-24,253.3440079119941,244.3917500868207,235.4394922616473,249.8699951171875
2024-09-25,253.3376644541462,244.8906314959628,236.4435985377794,249.6300048828125
2024-09-26,254.141806684568,245.43247628978105,236.7231458949941,250.5800018310547
2024-09-27,254.3542332945628,245.89033621391275,237.4264391332627,250.2400054931641
2024-09-30,254.67369172940872,246.3226844483764,237.9716771673441,250.42999267578125
2024-10-01,255.04626406793145,246.43385788121333,237.8214516944952,247.4900054931641
2024-10-02,254.74408588371486,245.8649196747994,236.98575346588396,240.4600067138672
2024-10-03,254.0533674210037,245.4111183822962,236.76886934358868,241.1000061035156
2024-10-04,253.37848668086096,245.03196355310428,236.6854404253476,241.42999267578125
2024-10-07,252.49197920681263,244.3651097651226,236.2382403234326,238.02999877929688
2024-10-08,251.53518552150376,243.77700430572105,236.01882308993834,238.19000244140625
2024-10-09,251.575843579968,243.57348002799986,235.57111647603173,241.63999938964844
2024-10-10,251.83270323435806,243.60457658690316,235.37644993944826,243.8999938964844
2024-10-11,252.0763358658376,243.9765211507063,235.87670643557502,247.50999450683597
2024-10-14,252.4377088659741,244.42637598856686,236.41504311115963,248.6999969482422
2024-10-15,253.7981091856629,245.22291096928743,236.64771275291196,252.7899932861328
2024-10-16,254.7581943106585,246.2950157328151,237.8318371549717,256.4800109863281
2024-10-17,255.59458679009956,247.47072991525533,239.3468730404111,258.6400146484375
2024-10-18,257.23427272922214,248.82780337291703,240.42133401661192,261.7200012207031
2024-10-21,258.1269304667811,249.8861080461065,241.6452856254319,259.94000244140625
2024-10-22,258.6084815488777,250.25124072940142,241.89399990992513,253.72000122070312
2024-10-23,258.72333212390953,250.56731373843166,242.4112953529538,253.57000732421875
2024-10-24,259.06246425467873,251.09804715843222,243.13363006218574,256.1400146484375
2024-10-25,259.33630348322976,251.61632919524075,243.89635490725172,256.5400085449219
2024-10-28,259.7628930177004,252.27191689093212,244.7809407641639,258.5
2024-10-29,260.666944099214,252.9650665006499,245.26318890208583,259.54998779296875
2024-10-30,265.1004673521537,255.18077549928591,245.2610836464181,276.2300109863281
2024-10-31,266.69663881348913,256.96641523038073,247.23619164727234,273.92999267578125
2024-11-01,267.77305211462215,258.2448532701957,248.71665442576924,270.3900146484375
2024-11-04,268.5076940775167,259.2558182303259,250.00394238313504,268.8599853515625
2024-11-05,269.6400507236055,260.5333606300791,251.42667053655262,272.6700134277344
2024-11-06,275.4245842459724,263.38256554216974,251.34054683836706,290.45001220703125
2024-11-07,277.5195664440044,265.9737494274765,254.42793241094859,290.5899963378906
2024-11-08,279.4297021459755,268.48196353520194,257.5342249244284,292.3099975585937
2024-11-11,281.2415536333173,270.725586869461,260.20962010560464,292.0400085449219
2024-11-12,282.76233046727134,272.4069600135897,262.05158955990805,288.3800048828125
2024-11-13,283.8157282836577,273.86439157944574,263.9130548752338,287.7099914550781
2024-11-14,284.7101756700303,274.7039726362396,264.6977696024489,282.67999267578125
2024-11-15,284.9883666478539,275.1397846498641,265.2912026518743,279.2799987792969
2024-11-18,284.81138608591664,275.4826613721985,266.15393665848035,278.739990234375
2024-11-19,284.88121144737767,275.7233612191915,266.5655109910053,278.010009765625
2024-11-20,284.5001522301346,275.92208848961076,267.34402474908694,277.8099975585937
2024-11-21,284.93059863571744,276.422841269246,267.9150839027746,281.17999267578125
2024-11-22,285.58405347038655,277.2025692770857,268.8210850837848,284.6099853515625
2024-11-25,287.0934468889949,278.4566098332858,269.81977277757676,290.3699951171875
2024-11-26,287.86975140940194,279.4035987916857,270.9374461739694,288.3999938964844
2024-11-27,288.5975087201577,280.068971730424,271.5404347406903,286.3900146484375
2024-11-29,288.9233709994252,280.8366891735086,272.75000734759203,288.1300048828125
2024-12-02,289.19244865528935,281.42843189917147,273.6644151430536,287.04998779296875
2024-12-03,289.5785532823653,281.9114383849647,274.2443234875641,286.5
2024-12-04,289.64939799438275,282.2674912908237,274.8855845872647,285.6499938964844
2024-12-05,290.4809225380053,282.77820687101314,275.075491204021,287.6300048828125
2024-12-06,290.637891229661,283.1669476786845,275.69600412770797,286.8599853515625
2024-12-09,291.20932964307406,282.9824775175077,274.7556253919413,281.2300109863281
2024-12-10,290.9226697825052,282.3470032357064,273.7713366889076,276.3099975585937
2024-12-11,290.3381734664029,282.0815741236004,273.82497478079785,279.5599975585937
2024-12-12,289.51226533445555,281.70332757388246,273.8943898133094,278.1099853515625
2024-12-13,288.85629261104833,281.13824771100525,273.42020281096217,275.7699890136719
2024-12-16,288.3053702069518,280.7441288813857,273.18288755581955,277.0
2024-12-17,287.50587699136054,279.97325888282364,272.44064077428675,272.6499938964844
2024-12-18,287.25711609582385,278.53675943192974,269.81640276803563,264.8900146484375
2024-12-19,285.85179582812344,276.8589740981969,267.8661523682703,260.9200134277344
2024-12-20,284.7609931436861,275.55145322054125,266.3419132973964,263.1300048828125
2024-12-23,283.16628087055557,274.34369530593614,265.5211097413167,262.8699951171875
2024-12-24,281.7079318693365,273.3881050442845,265.06827821923247,264.3099975585937
2024-12-26,280.3282224525868,272.54637959177825,264.7645367309697,264.54998779296875
2024-12-27,279.184405198618,271.57624680699575,263.96808841537353,262.3599853515625
2024-12-30,277.8718513677692,270.2985093646256,262.725167361482,258.1600036621094
2024-12-31,276.40539937291646,269.0538904714544,261.7023815699923,257.2300109863281
2025-01-02,275.37006876920356,267.76971112409865,260.16935347899374,255.57000732421875
2025-01-03,274.14422673285276,266.7564057677857,259.3685848027186,257.1300048828125
2025-01-06,273.1934553576107,265.863415207312,258.53337505701336,257.3800048828125
2025-01-07,272.2632209159358,264.541184780667,256.8191486453982,251.97999572753903
2025-01-08,271.43399729917434,263.6591670662508,255.88433683332724,255.27999877929688
2025-01-10,270.3505934692097,262.51924662578944,254.6878997823692,251.69000244140625
2025-01-13,269.982935088887,261.90122302136155,253.81951095383604,256.0299987792969
2025-01-14,269.6918647675396,261.72682152639555,253.76177828525152,260.07000732421875
2025-01-15,270.83840239847734,262.3423625659204,253.8463227333634,268.19000244140625
2025-01-16,271.0365499627242,262.9926150289503,254.94868009517637,269.1700134277344
2025-01-17,271.413048660135,263.6695094170041,255.9259701738732,270.1000061035156
2025-01-21,273.1362644188565,264.79907983246056,256.4618952460646,275.5299987792969
2025-01-22,274.08351629436964,265.711548884875,257.3395814753804,274.3800048828125
2025-01-23,274.4972403592598,266.5799715217693,258.6627026842788,274.8299865722656
2025-01-24,275.2293237787528,267.6237845715934,260.01824536443394,277.5400085449219
2025-01-27,275.809314719336,268.3253279680488,260.8413412167616,274.989990234375
2025-01-28,276.5476212884147,268.9705354095218,261.3934495306289,275.1000061035156
2025-01-29,276.6899837503905,269.27810462833224,261.86622550627396,272.20001220703125
2025-01-30,277.3642610351795,269.9525694591161,262.5408778830527,276.3599853515625
2025-01-31,277.5583476845267,270.35232416743685,263.146300650347,274.1499938964844
2025-02-03,277.9466679218751,270.4292460240723,262.91182412626955,271.1600036621094
2025-02-04,277.7741852340572,270.58550900503866,263.3968327760201,272.07000732421875
2025-02-05,277.89943452231984,270.9421259162031,263.9848173100864,274.3299865722656
2025-02-06,278.3676430537336,271.53906549133404,264.71048792893447,277.2099914550781
2025-02-07,278.6128037823685,271.6705843424198,264.72836490247107,272.9200134277344
2025-02-10,278.56133236521623,271.3743379820554,264.1873435988946,268.5599975585937
2025-02-11,278.0498636107381,271.03106665173317,264.01226969272824,267.7699890136719
2025-02-12,278.79476240795515,270.34334578571986,261.8919291634846,263.8099975585937
2025-02-13,278.7606085133956,270.2468353844385,261.7330622554814,269.3299865722656
2025-02-14,278.604531778656,270.26713596259464,261.9297401465333,270.4599914550781
2025-02-18,279.48870801729754,270.5045525152642,261.5203970132309,272.760009765625
2025-02-19,279.4806941748574,269.9774523919727,260.474210609088,264.9700012207031
2025-02-20,278.71484909063236,268.89293276777437,259.0710164449164,258.5899963378906
2025-02-21,277.6112108061701,267.3659868480198,257.1207628898695,252.8600006103516
2025-02-24,275.6228561886291,265.8606545347411,256.09845288085313,251.55999755859372
2025-02-25,274.13459813844446,264.330115368207,254.5256325979695,249.7899932861328
2025-02-26,272.4548539589566,263.01581855021556,253.57678314147446,250.52999877929688
2025-02-27,270.8790876548947,261.3114544137367,251.74382117257875,245.1199951171875
2025-02-28,269.37035325641676,259.9779823322945,250.58561140817224,247.30999755859372
2025-03-03,268.2450462756564,258.0534129932628,247.86177971086914,239.7700042724609
2025-03-04,266.7569874455243,255.84451657584268,244.93204570616106,234.8600006103516
2025-03-05,265.3015732438414,254.3688489118115,243.43612457978165,240.3500061035156
2025-03-06,263.4778399337601,252.54038693630042,241.60293393884072,235.1699981689453
2025-03-07,261.83972258657906,249.52701617060364,237.2143097546282,220.8999938964844
2025-03-10,259.05197450654464,246.84253809129763,234.6331016760506,221.33999633789065
2025-03-11,256.78217036762516,244.73467796011377,232.6871855526024,224.7100067138672
2025-03-12,254.52409292369958,243.0618513133358,231.59960970297203,227.1699981689453
2025-03-13,252.2570015146065,241.34548388217362,230.43396624974076,225.0399932861328
2025-03-14,251.2940426432349,240.39067659093985,229.4873105386448,231.32000732421875
2025-03-17,250.46592675702306,239.88489804237938,229.3038693277357,235.0800018310547
2025-03-18,249.62695273498005,239.562526800248,229.49810086551597,236.5
2025-03-19,249.72938914892833,239.7099052583531,229.69042136777787,241.1100006103516
2025-03-20,249.6666640933038,239.61562868333883,229.56459327337384,238.72000122070312
2025-03-21,249.09435707941958,239.08842612597843,229.08249517253728,234.0800018310547
2025-03-24,249.38122399210866,239.25238531003703,229.1235466279654,240.80999755859372
2025-03-25,249.02187591422162,239.4169196355134,229.8119633568052,240.97999572753903
2025-03-26,248.8284116086731,239.19245086628297,229.55649012389284,237.05999755859372
2025-03-27,248.6839400868826,239.03507395388772,229.38620782089285,237.5399932861328
2025-03-28,248.24106909910336,238.454590952699,228.66811280629463,232.94000244140625
2025-03-31,248.17700741861808,237.96367781927603,227.75034821993398,233.3000030517578
2025-04-01,248.31361086068455,237.8976136719603,227.48161648323605,237.2700042724609
2025-04-02,248.72976390059307,238.10736533210843,227.4849667636238,240.1000061035156
2025-04-03,249.31920375390743,238.01904412674392,226.7188844995804,237.17999267578125
2025-04-04,249.30344418550976,237.32580235211728,225.3481605187248,230.7400054931641
2025-04-07,250.1599842407012,236.48810677375343,222.81622930680567,228.52999877929688
2025-04-08,249.97359655515098,235.53590665179252,221.09821674843406,226.4900054931641
2025-04-09,252.6917182983242,235.9162963782215,219.1408744581188,239.52999877929688
2025-04-10,252.6096466809118,235.88426832611037,219.15888997130895,235.5800018310547
2025-04-11,253.13363001006968,236.49529068093395,219.85695135179822,242.3000030517578
2025-04-14,252.8940080042021,237.16050068537254,221.42699336654297,243.47999572753903
2025-04-15,252.6945158815945,237.86235764669868,223.03019941180287,244.52999877929688
2025-04-16,252.46326619560546,238.11832387575194,223.77338155589842,240.5500030517578
2025-04-17,252.09378694118055,238.48133995194522,224.86889296270988,241.92999267578125
2025-04-21,251.84743798826548,238.07073597261189,224.2940339569583,234.1699981689453
2025-04-22,251.79829427057945,238.30876181562206,224.81922936066468,240.57000732421875
2025-04-23,252.44979008492635,238.9022124318612,225.35463477879603,244.5399932861328
2025-04-24,253.2332979200104,239.9124773913826,226.5916568627548,249.50999450683597
2025-04-25,253.19052571455734,240.59128842897786,227.99205114339838,247.0399932861328
2025-04-28,253.03712235215002,241.0483085204703,229.05949468879058,245.38999938964844
2025-04-29,252.99642498823786,241.45799400456985,229.91956302090185,245.3500061035156
2025-04-30,256.6233899734202,243.44580282054088,230.26821566766154,262.3299865722656
2025-05-01,257.83393749818214,245.36810777885245,232.90227805952276,263.6300048828125
2025-05-02,259.4457967617128,247.4330487325778,235.4203007034428,267.04998779296875
"
3241,US,technical,"From December 06, 2021 to August 02, 2022, what proportion of days had Qualcomm's high greater than the lower of Keltner Channel? (Unit: %) (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",91.1504,medium,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low
2021-08-12,147.14999389648438,148.0,146.38999938964844
2021-08-13,148.63999938964844,149.30999755859375,146.92999267578125
2021-08-16,148.1300048828125,149.0800018310547,146.72000122070312
2021-08-17,144.41000366210938,147.0,143.57000732421875
2021-08-18,142.17999267578125,144.66000366210938,141.97999572753906
2021-08-19,140.61000061035156,141.4499969482422,138.9600067138672
2021-08-20,142.08999633789062,142.25999450683594,140.3000030517578
2021-08-23,144.13999938964844,144.61000061035156,142.35000610351562
2021-08-24,144.4600067138672,145.58999633789062,143.83999633789062
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2021-09-03,144.6300048828125,145.99000549316406,144.22999572753906
2021-09-07,143.75,144.75999450683594,143.1199951171875
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2021-09-09,141.5800018310547,143.5399932861328,141.4499969482422
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2021-09-14,141.13999938964844,144.80999755859375,140.6199951171875
2021-09-15,138.24000549316406,141.0,137.52000427246094
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2021-10-06,128.05999755859375,128.27000427246094,126.06999969482422
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2021-10-15,130.1999969482422,130.47999572753906,128.67999267578125
2021-10-18,130.1199951171875,130.27000427246094,128.24000549316406
2021-10-19,132.5,132.8000030517578,130.32000732421875
2021-10-20,132.16000366210938,133.00999450683594,131.25999450683594
2021-10-21,133.0500030517578,133.25999450683594,131.39999389648438
2021-10-22,131.6199951171875,133.69000244140625,131.42999267578125
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2021-10-28,133.69000244140625,133.8300018310547,131.8699951171875
2021-10-29,133.0399932861328,133.67999267578125,132.4499969482422
2021-11-01,134.80999755859375,134.8699951171875,132.44000244140625
2021-11-02,135.22999572753906,135.72999572753906,134.1199951171875
2021-11-03,138.47999572753906,138.85000610351562,135.0399932861328
2021-11-04,156.11000061035156,159.5800018310547,153.3000030517578
2021-11-05,163.02999877929688,168.5500030517578,155.91000366210938
2021-11-08,165.85000610351562,167.7100067138672,161.27999877929688
2021-11-09,166.74000549316406,169.52000427246094,164.3800048828125
2021-11-10,159.8000030517578,166.1199951171875,159.02999877929688
2021-11-11,164.4199981689453,165.55999755859375,161.38999938964844
2021-11-12,164.94000244140625,166.02000427246094,164.3300018310547
2021-11-15,168.50999450683594,169.94000244140625,165.80999755859375
2021-11-16,181.80999755859372,183.72999572753903,167.05999755859375
2021-11-17,183.5399932861328,186.3300018310547,178.6300048828125
2021-11-18,186.32000732421875,188.72000122070312,182.75
2021-11-19,185.0,186.6000061035156,182.3000030517578
2021-11-22,181.3999938964844,188.7700042724609,180.97999572753903
2021-11-23,180.94000244140625,181.3300018310547,177.02000427246094
2021-11-24,180.7100067138672,180.77999877929688,177.3300018310547
2021-11-26,175.74000549316406,180.25,175.05999755859375
2021-11-29,183.7400054931641,184.07000732421875,179.0
2021-11-30,180.55999755859372,186.80999755859372,180.33999633789065
2021-12-01,175.6300048828125,183.1499938964844,175.32000732421875
2021-12-02,177.02999877929688,177.88999938964844,171.2100067138672
2021-12-03,176.50999450683594,180.2700042724609,173.7100067138672
2021-12-06,175.4499969482422,176.97999572753906,172.27000427246094
2021-12-07,183.72000122070312,184.77999877929688,178.5
2021-12-08,182.6300048828125,183.72000122070312,180.77999877929688
2021-12-09,182.25999450683597,187.83999633789065,181.50999450683597
2021-12-10,183.8800048828125,185.5500030517578,181.1499938964844
2021-12-13,183.32000732421875,191.3000030517578,183.1100006103516
2021-12-14,181.97999572753903,183.8999938964844,179.41000366210938
2021-12-15,189.27999877929688,189.77999877929688,179.97999572753906
2021-12-16,178.14999389648438,192.67999267578125,176.11000061035156
2021-12-17,176.8000030517578,180.1199951171875,175.02000427246094
2021-12-20,176.6699981689453,177.0800018310547,173.4600067138672
2021-12-21,179.5800018310547,180.1499938964844,174.22000122070312
2021-12-22,181.3800048828125,181.5200042724609,177.6300048828125
2021-12-23,182.7400054931641,183.7100067138672,181.3800048828125
2021-12-27,186.3300018310547,186.41000366210935,183.0200042724609
2021-12-28,184.82000732421875,186.72999572753903,183.4900054931641
2021-12-29,186.1999969482422,187.38999938964844,184.55999755859372
2021-12-30,182.72999572753903,186.5200042724609,182.30999755859372
2021-12-31,182.8699951171875,185.1499938964844,182.6000061035156
2022-01-03,186.2100067138672,186.8800048828125,182.2400054931641
2022-01-04,187.22999572753903,188.92999267578125,181.00999450683597
2022-01-05,186.5,193.5800018310547,184.72999572753903
2022-01-06,185.9499969482422,188.47000122070312,183.0
2022-01-07,180.41000366210935,188.3600006103516,180.1199951171875
2022-01-10,179.67999267578125,180.0,173.75999450683594
2022-01-11,185.3999938964844,185.6499938964844,177.22000122070312
2022-01-12,186.4199981689453,189.4600067138672,185.19000244140625
2022-01-13,183.88999938964844,191.5800018310547,183.2899932861328
2022-01-14,188.69000244140625,190.08999633789065,182.00999450683597
2022-01-18,178.86000061035156,186.0,178.27000427246094
2022-01-19,172.47000122070312,181.2100067138672,172.27000427246094
2022-01-20,166.5,174.99000549316406,166.2899932861328
2022-01-21,164.92999267578125,172.0399932861328,164.57000732421875
2022-01-24,170.07000732421875,170.82000732421875,158.60000610351562
2022-01-25,165.4499969482422,170.32000732421875,161.1999969482422
2022-01-26,167.0,174.5500030517578,163.89999389648438
2022-01-27,161.1999969482422,171.4499969482422,160.61000061035156
2022-01-28,166.80999755859375,166.94000244140625,157.3800048828125
2022-01-31,175.75999450683594,175.9499969482422,165.8000030517578
2022-02-01,177.1300048828125,177.42999267578125,173.11000061035156
2022-02-02,188.1999969482422,188.63999938964844,180.25999450683597
2022-02-03,179.10000610351562,192.1000061035156,177.2899932861328
2022-02-04,179.47000122070312,182.41000366210935,176.80999755859375
2022-02-07,175.08999633789062,180.6499938964844,174.44000244140625
2022-02-08,178.58999633789062,179.2899932861328,173.97999572753906
2022-02-09,183.9499969482422,184.0,178.9499969482422
2022-02-10,174.07000732421875,181.9900054931641,173.4499969482422
2022-02-11,164.63999938964844,175.47999572753906,163.5500030517578
2022-02-14,165.1300048828125,167.85000610351562,162.47999572753906
2022-02-15,173.0,173.9600067138672,168.25
2022-02-16,172.60000610351562,173.2100067138672,168.25999450683594
2022-02-17,166.8000030517578,170.77000427246094,166.6999969482422
2022-02-18,167.63999938964844,170.4499969482422,164.24000549316406
2022-02-22,165.88999938964844,169.9600067138672,163.60000610351562
2022-02-23,161.6199951171875,169.16000366210938,161.32000732421875
2022-02-24,167.97999572753906,168.36000061035156,155.7899932861328
2022-02-25,170.92999267578125,171.08999633789062,165.60000610351562
2022-02-28,171.99000549316406,172.99000549316406,168.1999969482422
2022-03-01,163.69000244140625,171.83999633789062,161.72000122070312
2022-03-02,169.25,170.49000549316406,164.35000610351562
2022-03-03,165.35000610351562,170.8300018310547,164.5
2022-03-04,162.25999450683594,166.07000732421875,159.88999938964844
2022-03-07,150.10000610351562,163.16000366210938,150.0
2022-03-08,150.75999450683594,158.33999633789062,147.8800048828125
2022-03-09,157.11000061035156,158.47999572753906,154.1699981689453
2022-03-10,154.7100067138672,155.3000030517578,150.3300018310547
2022-03-11,152.33999633789062,158.32000732421875,152.02000427246094
2022-03-14,141.2899932861328,151.2899932861328,140.47000122070312
2022-03-15,144.2100067138672,144.42999267578125,139.0500030517578
2022-03-16,150.4499969482422,151.55999755859375,143.57000732421875
2022-03-17,152.8300018310547,152.94000244140625,146.5800018310547
2022-03-18,153.99000549316406,156.02999877929688,149.00999450683594
2022-03-21,155.58999633789062,157.7100067138672,152.80999755859375
2022-03-22,157.61000061035156,159.94000244140625,154.77000427246094
2022-03-23,152.8699951171875,157.2100067138672,152.5800018310547
2022-03-24,158.4600067138672,158.55999755859375,153.58999633789062
2022-03-25,157.97000122070312,158.4600067138672,155.17999267578125
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2022-03-30,152.72999572753906,160.27000427246094,151.7899932861328
2022-03-31,152.82000732421875,155.13999938964844,151.02999877929688
2022-04-01,146.99000549316406,152.8699951171875,142.55999755859375
2022-04-04,153.80999755859375,154.1300048828125,146.66000366210938
2022-04-05,145.4600067138672,152.00999450683594,145.27000427246094
2022-04-06,139.27999877929688,143.0,137.4600067138672
2022-04-07,139.22000122070312,141.49000549316406,136.9199981689453
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2022-04-11,135.36000061035156,137.61000061035156,133.69000244140625
2022-04-12,136.08999633789062,140.16000366210938,135.5
2022-04-13,140.5,142.58999633789062,136.47999572753906
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2022-04-18,139.32000732421875,140.35000610351562,135.55999755859375
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2022-04-22,132.80999755859375,137.3300018310547,132.64999389648438
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2022-04-26,133.5,136.35000610351562,132.6300048828125
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2022-04-28,148.19000244140625,151.1999969482422,139.1300048828125
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2022-05-03,144.25999450683594,145.69000244140625,142.75999450683594
2022-05-04,149.0500030517578,149.5,140.35000610351562
2022-05-05,141.63999938964844,146.97999572753906,139.17999267578125
2022-05-06,140.5800018310547,144.10000610351562,137.8800048828125
2022-05-09,134.9199981689453,140.11000061035156,134.05999755859375
2022-05-10,136.80999755859375,139.8000030517578,134.6300048828125
2022-05-11,132.3000030517578,138.2899932861328,131.88999938964844
2022-05-12,131.77000427246094,133.05999755859375,127.81999969482422
2022-05-13,134.92999267578125,135.99000549316406,132.5
2022-05-16,133.91000366210938,135.97999572753906,132.0
2022-05-17,139.69000244140625,140.0,136.6999969482422
2022-05-18,130.4499969482422,137.27999877929688,129.8800048828125
2022-05-19,130.57000732421875,133.38999938964844,129.47999572753906
2022-05-20,131.60000610351562,133.2899932861328,125.86000061035156
2022-05-23,132.1199951171875,132.42999267578125,128.14999389648438
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2022-05-25,131.22999572753906,132.07000732421875,127.25
2022-05-26,134.83999633789062,136.0,129.86000061035156
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2022-05-31,143.22000122070312,143.97000122070312,137.44000244140625
2022-06-01,140.02000427246094,143.91000366210938,138.1699981689453
2022-06-02,146.1999969482422,146.25,139.6999969482422
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2022-06-06,140.44000244140625,144.97000122070312,139.9199981689453
2022-06-07,141.88999938964844,142.14999389648438,138.49000549316406
2022-06-08,138.9600067138672,141.75999450683594,137.4499969482422
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2022-06-10,133.1999969482422,136.05999755859375,132.4199981689453
2022-06-13,128.66000366210938,131.35000610351562,126.5999984741211
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2022-06-16,120.81999969482422,126.6500015258789,119.02999877929688
2022-06-17,120.98999786376952,122.83000183105467,118.36000061035156
2022-06-21,124.38999938964844,126.12000274658205,123.72000122070312
2022-06-22,122.16000366210938,123.66000366210938,120.36000061035156
2022-06-23,120.08999633789062,122.93000030517578,118.2300033569336
2022-06-24,125.0999984741211,125.37000274658205,121.76000213623048
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2022-06-28,131.60000610351562,136.4499969482422,126.5999984741211
2022-06-29,130.22999572753906,131.57000732421875,126.9000015258789
2022-06-30,127.73999786376952,130.08999633789062,125.33000183105467
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2022-07-11,132.24000549316406,134.60000610351562,131.32000732421875
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2022-07-13,135.63999938964844,136.77999877929688,130.52000427246094
2022-07-14,141.89999389648438,142.35000610351562,133.85000610351562
2022-07-15,144.3699951171875,145.47999572753906,142.02999877929688
2022-07-18,141.69000244140625,146.42999267578125,140.82000732421875
2022-07-19,147.3699951171875,148.47000122070312,143.17999267578125
2022-07-20,151.7100067138672,152.3300018310547,146.6199951171875
2022-07-21,155.86000061035156,155.9199981689453,150.6300048828125
2022-07-22,153.6999969482422,156.66000366210938,152.35000610351562
2022-07-25,153.25,154.0399932861328,151.6699981689453
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2022-07-27,153.4199981689453,154.8000030517578,150.5500030517578
2022-07-28,146.4499969482422,149.99000549316406,143.0
2022-07-29,145.05999755859375,145.30999755859375,140.6699981689453
2022-08-01,147.42999267578125,149.4600067138672,144.07000732421875
2022-08-02,147.02999877929688,149.39999389648438,144.83999633789062
","date,Upper,Middle,Lower,high
2021-09-09,147.87050653588213,144.55509790076727,141.2396892656524,143.5399932861328
2021-09-10,148.02338394771374,144.37651645076858,140.7296489538234,146.0
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2022-06-15,143.5940287844618,135.8369405255059,128.07985226654998,133.27999877929688
2022-06-16,143.1881351175489,134.4067556844886,125.62537625142826,126.6500015258789
2022-06-17,141.70271089823225,133.1289692253725,124.55522755251273,122.83000183105467
2022-06-21,140.78255462187064,132.29668638387497,123.81081814587931,126.12000274658205
2022-06-22,139.57306926051172,131.3312880294211,123.08950679833048,123.66000366210938
2022-06-23,138.3832914709218,130.2606888207039,122.13808617048602,122.93000030517578
2022-06-24,137.87153784848155,129.76919450198173,121.66685115548191,125.37000274658205
2022-06-27,137.555712812128,129.5226045784764,121.48949634482481,130.0399932861328
2022-06-28,138.42774952417045,129.72045234276587,121.01315516136127,136.4499969482422
2022-06-29,138.31054843408248,129.76898028417284,121.22741213426319,131.57000732421875
2022-06-30,137.9981542825734,129.57574386318205,121.15333344379071,130.08999633789062
2022-07-01,137.42612790299722,128.99995861709775,120.57378933119827,126.76000213623048
2022-07-05,137.15310996190652,128.69805797080792,120.24300597970934,126.16999816894533
2022-07-06,136.62709873459426,128.54205221726372,120.45700569993319,128.22999572753906
2022-07-07,137.52399466369704,129.09995142480855,120.67590818592006,134.7100067138672
2022-07-08,138.05519032182278,129.758050765954,121.46091121008523,136.38999938964844
2022-07-11,138.16535108431515,129.99442740664068,121.8235037289662,134.60000610351562
2022-07-12,138.13824143848083,130.27591022012655,122.41357900177225,135.35000610351562
2022-07-13,138.8018731278634,130.78677585531912,122.77167858277487,136.77999877929688
2022-07-14,140.33376511881517,131.84517757352535,123.35659002823552,142.35000610351562
2022-07-15,141.21474640500747,133.0380173395884,124.86128827416935,145.47999572753906
2022-07-18,142.06256988232545,133.86201592071393,125.66146195910241,146.42999267578125
2022-07-19,143.5459885122468,135.1484901299019,126.75099174755698,148.47000122070312
2022-07-20,145.14002697480336,136.72577742361287,128.31152787242237,152.3300018310547
2022-07-21,146.9144079827698,138.54808439377845,130.1817608047871,155.9199981689453
2022-07-22,148.16731454856105,139.99112368467976,131.81493282079848,156.66000366210938
2022-07-25,148.96794485501962,141.25387380994835,133.53980276487707,154.0399932861328
2022-07-26,149.54264548917627,142.08398118240117,134.62531687562608,152.6999969482422
2022-07-27,150.6008999985421,143.1636018477863,135.72630369703052,154.8000030517578
2022-07-28,151.73315991837555,143.47659185735355,135.22002379633156,149.99000549316406
2022-07-29,151.92530347214316,143.62739240032883,135.3294813285145,145.30999755859375
2022-08-01,152.26616468059495,143.9895448075148,135.71292493443462,149.4600067138672
2022-08-02,152.41206937200764,144.27911185244642,136.1461543328852,149.39999389648438
"
3242,US,technical,"During December 10, 2022 to October 01, 2023, what percentage of days had Consolidated Edison's open price greater the middle channel of Keltner Channel? (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",46.5649,medium,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low,open
2022-08-18,100.93000030517578,101.30999755859376,100.5,100.79000091552734
2022-08-19,100.5500030517578,101.56999969482422,100.30999755859376,101.2300033569336
2022-08-22,99.41000366210938,100.5999984741211,99.1999969482422,100.25
2022-08-23,98.76000213623048,99.75,98.33999633789062,99.56999969482422
2022-08-24,98.87999725341795,98.95999908447266,97.94000244140624,98.55999755859376
2022-08-25,99.45999908447266,99.5500030517578,98.2300033569336,98.88999938964844
2022-08-26,98.52999877929688,99.6999969482422,98.33000183105467,99.45999908447266
2022-08-29,99.20999908447266,99.80999755859376,97.44000244140624,98.19000244140624
2022-08-30,98.3000030517578,99.45999908447266,97.91000366210938,99.0500030517578
2022-08-31,97.73999786376952,99.36000061035156,97.7300033569336,98.36000061035156
2022-09-01,99.44000244140624,99.62000274658205,97.58000183105467,97.77999877929688
2022-09-02,98.4800033569336,100.5999984741211,98.1999969482422,99.83999633789062
2022-09-06,97.75,99.29000091552734,97.5,98.58000183105467
2022-09-07,101.2300033569336,101.4499969482422,98.2300033569336,98.31999969482422
2022-09-08,100.66000366210938,101.5,100.27999877929688,101.0
2022-09-09,100.8499984741211,101.47000122070312,99.9800033569336,101.22000122070312
2022-09-12,101.91999816894533,102.20999908447266,100.58999633789062,100.97000122070312
2022-09-13,98.81999969482422,101.38999938964844,98.33000183105467,101.12000274658205
2022-09-14,99.97000122070312,100.76000213623048,98.75,98.77999877929688
2022-09-15,97.63999938964844,99.58999633789062,97.30999755859376,99.58999633789062
2022-09-16,97.41000366210938,98.37000274658205,97.23999786376952,97.87999725341795
2022-09-19,98.47000122070312,98.5199966430664,96.6500015258789,97.1500015258789
2022-09-20,97.37000274658205,97.83999633789062,96.4800033569336,97.83000183105467
2022-09-21,96.23999786376952,99.06999969482422,96.1999969482422,97.98999786376952
2022-09-22,96.41999816894533,96.93000030517578,95.2300033569336,96.0199966430664
2022-09-23,95.47000122070312,96.06999969482422,94.2699966430664,95.45999908447266
2022-09-26,93.16999816894533,95.27999877929688,92.27999877929688,95.11000061035156
2022-09-27,90.7699966430664,93.81999969482422,90.61000061035156,93.55999755859376
2022-09-28,90.81999969482422,91.87999725341795,90.27999877929688,91.87999725341795
2022-09-29,87.66000366210938,90.55999755859376,87.19999694824219,90.41000366210938
2022-09-30,85.76000213623047,88.54000091552734,85.44999694824219,88.1500015258789
2022-10-03,87.66000366210938,89.41999816894531,86.91999816894531,87.26000213623047
2022-10-04,89.11000061035156,89.19999694824219,87.19000244140625,87.7699966430664
2022-10-05,86.30000305175781,88.05000305175781,85.52999877929688,88.0199966430664
2022-10-06,84.0,86.16999816894531,83.7699966430664,85.91999816894531
2022-10-07,81.58000183105469,84.29000091552734,81.18000030517578,84.13999938964844
2022-10-10,81.48999786376953,82.62000274658203,81.29000091552734,81.58000183105469
2022-10-11,81.5999984741211,82.43000030517578,81.05000305175781,81.4800033569336
2022-10-12,79.47000122070312,81.4000015258789,79.41000366210938,81.22000122070312
2022-10-13,82.1500015258789,82.38999938964844,78.0999984741211,78.76000213623047
2022-10-14,81.91000366210938,83.26000213623047,81.2699966430664,83.25
2022-10-17,83.0199966430664,84.48999786376953,82.81999969482422,83.02999877929688
2022-10-18,85.0,85.08000183105469,83.81999969482422,84.06999969482422
2022-10-19,84.54000091552734,84.79000091552734,83.30000305175781,83.97000122070312
2022-10-20,83.41999816894531,84.45999908447266,83.0199966430664,84.3499984741211
2022-10-21,84.87000274658203,85.41000366210938,82.70999908447266,83.7699966430664
2022-10-24,84.69000244140625,86.12000274658203,84.33999633789062,85.47000122070312
2022-10-25,85.8499984741211,86.11000061035156,84.5199966430664,84.72000122070312
2022-10-26,85.73999786376953,86.87999725341797,85.48999786376953,86.37999725341797
2022-10-27,86.41999816894531,87.5999984741211,86.05000305175781,86.3499984741211
2022-10-28,88.44999694824219,88.48999786376953,86.76000213623047,86.76000213623047
2022-10-31,87.95999908447266,88.91000366210938,87.62999725341797,88.44999694824219
2022-11-01,88.0199966430664,88.33000183105469,86.95999908447266,88.0199966430664
2022-11-02,88.20999908447266,90.0,87.80999755859375,87.86000061035156
2022-11-03,88.7300033569336,89.33999633789062,86.94999694824219,87.81999969482422
2022-11-04,90.04000091552734,90.12999725341795,87.70999908447266,88.52999877929688
2022-11-07,87.6500015258789,90.02999877929688,86.98999786376953,89.94999694824219
2022-11-08,88.29000091552734,89.12999725341797,87.76000213623047,88.1500015258789
2022-11-09,87.66999816894531,89.0999984741211,87.43000030517578,88.2699966430664
2022-11-10,90.9499969482422,91.16999816894533,88.47000122070312,89.79000091552734
2022-11-11,89.12000274658203,91.01000213623048,88.1500015258789,90.81999969482422
2022-11-14,89.33000183105469,91.02999877929688,89.33000183105469,89.41999816894531
2022-11-15,89.69999694824219,89.93000030517578,88.83000183105469,88.98999786376953
2022-11-16,91.33999633789062,92.52999877929688,90.0,90.0
2022-11-17,90.80999755859376,91.23999786376952,90.13999938964844,90.58999633789062
2022-11-18,93.52999877929688,93.56999969482422,91.66000366210938,91.66000366210938
2022-11-21,94.1500015258789,94.8000030517578,93.52999877929688,93.7300033569336
2022-11-22,95.22000122070312,95.80999755859376,94.33999633789062,94.5199966430664
2022-11-23,96.66999816894533,96.83999633789062,94.75,95.05999755859376
2022-11-25,97.5,97.63999938964844,96.66999816894533,97.02999877929688
2022-11-28,96.54000091552734,97.5,95.91999816894533,97.01000213623048
2022-11-29,96.3000030517578,96.38999938964844,95.41999816894533,96.11000061035156
2022-11-30,98.04000091552734,98.52999877929688,95.77999877929688,96.19000244140624
2022-12-01,97.8499984741211,99.58999633789062,97.61000061035156,98.5999984741211
2022-12-02,97.3499984741211,97.70999908447266,96.6999969482422,97.26000213623048
2022-12-05,97.37000274658205,97.6500015258789,96.4000015258789,96.52999877929688
2022-12-06,97.55999755859376,97.98999786376952,96.55999755859376,97.44000244140624
2022-12-07,96.58999633789062,98.38999938964844,96.41000366210938,97.33999633789062
2022-12-08,97.58999633789062,97.63999938964844,96.30999755859376,96.51000213623048
2022-12-09,96.52999877929688,97.61000061035156,96.44000244140624,97.01000213623048
2022-12-12,98.3499984741211,98.36000061035156,96.5500030517578,97.18000030517578
2022-12-13,98.51000213623048,99.77999877929688,97.43000030517578,99.48999786376952
2022-12-14,98.44000244140624,99.97000122070312,97.75,98.52999877929688
2022-12-15,96.9800033569336,98.4499969482422,96.55999755859376,97.91000366210938
2022-12-16,95.16999816894533,96.66000366210938,94.23999786376952,96.0199966430664
2022-12-19,94.8499984741211,96.33000183105467,94.37000274658205,95.11000061035156
2022-12-20,94.58999633789062,95.5199966430664,94.06999969482422,94.83000183105467
2022-12-21,95.72000122070312,95.73999786376952,94.6500015258789,95.0
2022-12-22,95.16000366210938,95.62999725341795,93.7699966430664,95.62999725341795
2022-12-23,95.8499984741211,96.01000213623048,95.08000183105467,95.08000183105467
2022-12-27,96.5500030517578,96.83999633789062,95.77999877929688,96.04000091552734
2022-12-28,95.97000122070312,97.0199966430664,95.81999969482422,96.80999755859376
2022-12-29,96.48999786376952,97.26000213623048,96.12000274658205,96.4800033569336
2022-12-30,95.30999755859376,96.75,94.5500030517578,96.62000274658205
2023-01-03,95.76000213623048,96.37000274658205,93.93000030517578,95.45999908447266
2023-01-04,96.58999633789062,97.44000244140624,95.94000244140624,96.23999786376952
2023-01-05,95.29000091552734,96.37999725341795,94.43000030517578,95.88999938964844
2023-01-06,97.83000183105467,98.06999969482422,96.0199966430664,96.2699966430664
2023-01-09,97.72000122070312,98.6500015258789,96.29000091552734,96.80999755859376
2023-01-10,98.08999633789062,98.3000030517578,97.06999969482422,97.98999786376952
2023-01-11,98.61000061035156,99.05999755859376,98.06999969482422,98.13999938964844
2023-01-12,97.52999877929688,98.94000244140624,97.4000015258789,98.79000091552734
2023-01-13,96.48999786376952,96.9800033569336,96.0999984741211,96.94000244140624
2023-01-17,95.48999786376952,96.87000274658205,95.29000091552734,96.56999969482422
2023-01-18,93.33999633789062,95.9499969482422,93.05999755859376,95.66000366210938
2023-01-19,92.4800033569336,93.48999786376952,92.16999816894533,93.4000015258789
2023-01-20,93.79000091552734,93.83999633789062,91.4000015258789,92.55999755859376
2023-01-23,93.5500030517578,94.61000061035156,92.9499969482422,93.62999725341795
2023-01-24,94.0500030517578,94.38999938964844,92.7300033569336,93.5
2023-01-25,94.4499969482422,94.47000122070312,92.9000015258789,93.47000122070312
2023-01-26,94.87999725341795,94.91000366210938,93.83999633789062,94.22000122070312
2023-01-27,94.91000366210938,95.37000274658205,94.2300033569336,94.79000091552734
2023-01-30,95.0500030517578,96.0,94.7300033569336,94.91000366210938
2023-01-31,95.30999755859376,95.4800033569336,93.94000244140624,95.30999755859376
2023-02-01,95.4499969482422,96.0,94.51000213623048,94.9000015258789
2023-02-02,95.16000366210938,96.16000366210938,94.5,95.30999755859376
2023-02-03,92.93000030517578,94.97000122070312,91.88999938964844,94.9000015258789
2023-02-06,93.5500030517578,93.66000366210938,92.36000061035156,92.66000366210938
2023-02-07,93.25,93.4800033569336,92.4000015258789,93.01000213623048
2023-02-08,91.7699966430664,92.93000030517578,91.08999633789062,92.91000366210938
2023-02-09,90.19000244140624,92.33999633789062,90.08000183105467,91.97000122070312
2023-02-10,92.36000061035156,92.48999786376952,90.33999633789062,90.47000122070312
2023-02-13,92.8000030517578,92.91000366210938,92.19000244140624,92.38999938964844
2023-02-14,91.0999984741211,92.41000366210938,91.02999877929688,91.95999908447266
2023-02-15,91.1999969482422,91.2699966430664,90.4000015258789,90.75
2023-02-16,91.66000366210938,92.1999969482422,89.54000091552734,90.43000030517578
2023-02-17,93.25,93.31999969482422,90.6500015258789,91.56999969482422
2023-02-21,92.7300033569336,93.38999938964844,92.1999969482422,92.9000015258789
2023-02-22,92.41000366210938,93.5500030517578,92.0999984741211,92.9800033569336
2023-02-23,91.58000183105467,93.0199966430664,91.2300033569336,92.83000183105467
2023-02-24,91.26000213623048,91.58999633789062,90.20999908447266,90.94000244140624
2023-02-27,90.8499984741211,92.6500015258789,90.80999755859376,91.91999816894533
2023-02-28,89.3499984741211,90.98999786376952,89.31999969482422,90.47000122070312
2023-03-01,88.1500015258789,89.30000305175781,87.02999877929688,89.0199966430664
2023-03-02,89.61000061035156,89.77999877929688,87.37999725341797,88.19999694824219
2023-03-03,90.69000244140624,90.72000122070312,88.83000183105469,89.86000061035156
2023-03-06,91.62999725341795,91.80999755859376,90.7300033569336,90.75
2023-03-07,90.66000366210938,92.73999786376952,90.2300033569336,92.5
2023-03-08,91.69000244140624,92.36000061035156,90.58999633789062,90.61000061035156
2023-03-09,91.29000091552734,93.06999969482422,91.12999725341795,92.0199966430664
2023-03-10,90.62000274658205,92.04000091552734,90.31999969482422,91.6500015258789
2023-03-13,92.79000091552734,95.66999816894533,90.55999755859376,90.66999816894533
2023-03-14,94.01000213623048,94.93000030517578,93.16000366210938,93.1999969482422
2023-03-15,95.63999938964844,96.1500015258789,93.48999786376952,93.9800033569336
2023-03-16,96.3000030517578,97.2300033569336,95.2300033569336,95.55999755859376
2023-03-17,95.62999725341795,96.4800033569336,95.02999877929688,95.93000030517578
2023-03-20,96.91000366210938,97.33000183105467,95.80999755859376,95.93000030517578
2023-03-21,93.19000244140624,96.9800033569336,92.16000366210938,96.56999969482422
2023-03-22,92.0999984741211,94.02999877929688,92.0199966430664,93.62999725341795
2023-03-23,91.7300033569336,92.97000122070312,91.05999755859376,91.73999786376952
2023-03-24,95.06999969482422,95.11000061035156,91.83000183105467,92.0999984741211
2023-03-27,94.56999969482422,95.80999755859376,94.45999908447266,95.41999816894533
2023-03-28,94.38999938964844,95.7300033569336,94.06999969482422,94.3000030517578
2023-03-29,95.11000061035156,95.62999725341795,94.77999877929688,94.79000091552734
2023-03-30,94.72000122070312,95.6999969482422,94.62000274658205,95.22000122070312
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2023-09-14,92.07561286659603,89.8746851789972,87.67375749139836,91.8000030517578
2023-09-15,92.26135944692416,90.02852448230885,87.79568951769355,92.1500015258789
2023-09-18,92.33188361709936,90.17533164540555,88.01877967371173,91.37000274658205
2023-09-19,92.34895943478,90.27006179050458,88.19116414622917,91.66000366210938
2023-09-20,92.4667065511326,90.38719876283747,88.30769097454234,91.66000366210938
2023-09-21,92.52428470279087,90.43222751021978,88.34017031764868,91.36000061035156
2023-09-22,92.57196211485561,90.47011077887072,88.36825944288583,90.4000015258789
2023-09-25,92.53541038593754,90.4472434053529,88.35907642476828,90.05000305175781
2023-09-26,92.4673335010923,90.19798230303878,87.92863110498527,90.04000091552734
2023-09-27,92.13909087641584,89.8581742030749,87.57725752973396,87.5
2023-09-28,91.85198200287488,89.44215740885534,87.0323328148358,87.05000305175781
2023-09-29,91.47841277844267,89.06957087270692,86.66072896697116,86.2300033569336
"
3243,US,technical,"For Best Buy from March 28, 2024 to May 16, 2024, what percentage of days had the high greater than the Keltner Channel upper channel? (Unit: %) (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.5417,medium,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low,open
2023-12-01,73.41999816894531,73.5,70.77999877929688,70.97000122070312
2023-12-04,74.69000244140625,74.98999786376953,73.19000244140625,73.2699966430664
2023-12-05,74.0,74.4000015258789,73.5,73.5999984741211
2023-12-06,75.08999633789062,75.75,74.20999908447266,74.4000015258789
2023-12-07,74.55999755859375,75.75,74.36000061035156,74.9800033569336
2023-12-08,73.98999786376953,74.95999908447266,73.77999877929688,74.93000030517578
2023-12-11,74.13999938964844,75.51000213623047,74.11000061035156,75.0
2023-12-12,73.20999908447266,74.01000213623047,73.0199966430664,73.5
2023-12-13,72.37000274658203,73.0,70.68000030517578,72.7699966430664
2023-12-14,77.5,78.05000305175781,73.41000366210938,73.70999908447266
2023-12-15,77.31999969482422,78.41999816894531,76.55000305175781,78.05000305175781
2023-12-18,77.31999969482422,77.52999877929688,76.62000274658203,77.5
2023-12-19,77.44000244140625,77.83999633789062,76.66000366210938,77.5
2023-12-20,75.61000061035156,77.16999816894531,75.58000183105469,77.0
2023-12-21,75.81999969482422,76.26000213623047,75.43000030517578,76.23999786376953
2023-12-22,76.13999938964844,76.66000366210938,75.54000091552734,75.7300033569336
2023-12-26,77.87999725341797,78.0199966430664,76.29000091552734,76.36000061035156
2023-12-27,77.94999694824219,78.0,77.19000244140625,77.80000305175781
2023-12-28,78.45999908447266,78.66000366210938,77.79000091552734,78.0
2023-12-29,78.27999877929688,78.94999694824219,78.0,78.44999694824219
2024-01-02,77.26000213623047,79.54000091552734,77.08000183105469,78.25
2024-01-03,75.43000030517578,76.95999908447266,75.02999877929688,76.87999725341797
2024-01-04,75.30000305175781,75.73999786376953,74.94999694824219,75.12999725341797
2024-01-05,75.83000183105469,76.94999694824219,75.02999877929688,75.27999877929688
2024-01-08,75.54000091552734,76.13999938964844,75.12999725341797,75.69000244140625
2024-01-09,75.16000366210938,75.44999694824219,74.0999984741211,74.79000091552734
2024-01-10,75.7699966430664,76.12999725341797,75.26000213623047,75.38999938964844
2024-01-11,74.6500015258789,76.0,73.66999816894531,76.0
2024-01-12,73.86000061035156,75.62999725341797,73.38999938964844,74.98999786376953
2024-01-16,71.86000061035156,73.48999786376953,71.12000274658203,73.23999786376953
2024-01-17,71.13999938964844,71.93000030517578,70.55000305175781,71.16000366210938
2024-01-18,70.94000244140625,72.0999984741211,70.3499984741211,71.43000030517578
2024-01-19,71.0,71.43000030517578,69.66000366210938,71.0
2024-01-22,73.48999786376953,73.73999786376953,70.80999755859375,71.26000213623047
2024-01-23,73.06999969482422,74.94000244140625,72.7300033569336,74.25
2024-01-24,73.33000183105469,74.76000213623047,72.8499984741211,73.72000122070312
2024-01-25,75.20999908447266,75.73999786376953,74.0,74.0
2024-01-26,74.81999969482422,76.30000305175781,74.58000183105469,75.5
2024-01-29,73.33999633789062,74.86000061035156,72.54000091552734,74.73999786376953
2024-01-30,73.31999969482422,73.83999633789062,71.5999984741211,72.66999816894531
2024-01-31,72.48999786376953,73.5999984741211,72.05000305175781,73.02999877929688
2024-02-01,75.23999786376953,75.26000213623047,72.4000015258789,72.8499984741211
2024-02-02,75.69000244140625,76.16999816894531,73.25,74.54000091552734
2024-02-05,74.20999908447266,74.69999694824219,73.45999908447266,74.61000061035156
2024-02-06,74.83999633789062,75.18000030517578,73.55999755859375,74.0
2024-02-07,75.4800033569336,75.61000061035156,74.22000122070312,75.29000091552734
2024-02-08,75.48999786376953,75.94000244140625,75.04000091552734,75.55999755859375
2024-02-09,75.5999984741211,75.68000030517578,74.76000213623047,75.5
2024-02-12,75.91999816894531,77.1500015258789,74.66999816894531,75.79000091552734
2024-02-13,72.9000015258789,74.66999816894531,72.43000030517578,74.05999755859375
2024-02-14,74.5999984741211,74.63999938964844,72.70999908447266,73.04000091552734
2024-02-15,74.6500015258789,75.83000183105469,74.48999786376953,74.79000091552734
2024-02-16,73.75,74.91999816894531,73.55000305175781,74.30000305175781
2024-02-20,73.2699966430664,73.62999725341797,72.44000244140625,73.22000122070312
2024-02-21,74.12000274658203,74.81999969482422,72.87999725341797,73.0
2024-02-22,75.20999908447266,75.5999984741211,74.38999938964844,74.54000091552734
2024-02-23,76.27999877929688,76.95999908447266,75.2699966430664,75.45999908447266
2024-02-26,76.44999694824219,77.18000030517578,75.77999877929688,76.06999969482422
2024-02-27,79.05999755859375,79.2300033569336,76.5199966430664,76.6500015258789
2024-02-28,79.68000030517578,80.30999755859375,79.05000305175781,79.41999816894531
2024-02-29,80.87999725341797,86.11000061035156,80.19000244140625,83.01000213623047
2024-03-01,77.91999816894531,81.77999877929688,77.5199966430664,81.30999755859375
2024-03-04,77.54000091552734,79.31999969482422,77.4000015258789,78.48999786376953
2024-03-05,75.95999908447266,76.51000213623047,75.0999984741211,75.97000122070312
2024-03-06,78.20999908447266,78.98999786376953,74.91999816894531,75.83000183105469
2024-03-07,79.5199966430664,79.61000061035156,78.0999984741211,78.4000015258789
2024-03-08,78.58000183105469,80.38999938964844,78.29000091552734,79.88999938964844
2024-03-11,76.4000015258789,78.61000061035156,76.25,78.61000061035156
2024-03-12,77.33999633789062,78.9800033569336,76.3499984741211,76.37000274658203
2024-03-13,77.5199966430664,79.27999877929688,77.37999725341797,77.72000122070312
2024-03-14,77.45999908447266,78.20999908447266,76.62000274658203,77.83999633789062
2024-03-15,78.0199966430664,78.19000244140625,76.69000244140625,76.9000015258789
2024-03-18,77.12999725341797,78.0999984741211,76.43000030517578,77.66000366210938
2024-03-19,78.2300033569336,79.08000183105469,76.38999938964844,76.63999938964844
2024-03-20,78.58999633789062,79.69000244140625,78.01000213623047,79.51000213623047
2024-03-21,80.44000244140625,80.7300033569336,78.56999969482422,78.56999969482422
2024-03-22,81.66000366210938,83.36000061035156,80.94999694824219,83.0
2024-03-25,80.72000122070312,82.37999725341797,80.56999969482422,81.41999816894531
2024-03-26,80.05999755859375,81.79000091552734,80.01000213623047,80.62000274658203
2024-03-27,81.87000274658203,82.69000244140625,80.3499984741211,80.3499984741211
2024-03-28,82.02999877929688,82.95999908447266,81.66999816894531,82.06999969482422
2024-04-01,81.63999938964844,82.91000366210938,81.61000061035156,82.0999984741211
2024-04-02,80.16999816894531,81.43000030517578,79.91999816894531,81.16000366210938
2024-04-03,79.30999755859375,80.5,79.11000061035156,80.12999725341797
2024-04-04,79.0,80.8499984741211,78.37000274658203,80.33000183105469
2024-04-05,79.61000061035156,79.8499984741211,78.80000305175781,78.87999725341797
2024-04-08,80.13999938964844,81.41000366210938,79.80000305175781,79.97000122070312
2024-04-09,82.55000305175781,83.31999969482422,80.66999816894531,80.70999908447266
2024-04-10,79.88999938964844,82.05000305175781,79.76000213623047,80.91999816894531
2024-04-11,80.01000213623047,80.83999633789062,79.02999877929688,80.37000274658203
2024-04-12,78.0,79.1500015258789,77.01000213623047,79.0
2024-04-15,76.29000091552734,79.58000183105469,76.05000305175781,78.8499984741211
2024-04-16,75.16999816894531,76.41999816894531,75.16999816894531,75.98999786376953
2024-04-17,76.2300033569336,76.69000244140625,75.33999633789062,75.75
2024-04-18,76.0,77.31999969482422,75.62999725341797,76.69999694824219
2024-04-19,76.1500015258789,76.83999633789062,75.91000366210938,75.91000366210938
2024-04-22,75.12000274658203,76.80000305175781,74.52999877929688,76.58000183105469
2024-04-23,75.04000091552734,76.0,74.33999633789062,75.12999725341797
2024-04-24,74.43000030517578,74.91000366210938,73.54000091552734,74.5999984741211
2024-04-25,75.23999786376953,75.29000091552734,73.08000183105469,73.5199966430664
2024-04-26,75.05000305175781,76.1500015258789,75.01000213623047,75.19999694824219
2024-04-29,75.0,75.80999755859375,74.69000244140625,75.31999969482422
2024-04-30,73.63999938964844,75.1500015258789,73.4000015258789,74.56999969482422
2024-05-01,72.02999877929688,73.75,71.66999816894531,73.58999633789062
2024-05-02,72.44000244140625,73.2300033569336,71.7300033569336,73.08000183105469
2024-05-03,74.47000122070312,74.68000030517578,73.12000274658203,73.19999694824219
2024-05-06,74.4000015258789,75.19000244140625,74.22000122070312,74.83000183105469
2024-05-07,73.05999755859375,75.43000030517578,72.9000015258789,74.47000122070312
2024-05-08,73.2300033569336,73.87000274658203,71.80999755859375,72.26000213623047
2024-05-09,74.16000366210938,74.19999694824219,73.05999755859375,73.05999755859375
2024-05-10,74.16999816894531,74.44999694824219,73.72000122070312,74.38999938964844
2024-05-13,74.69999694824219,75.77999877929688,74.43000030517578,74.68000030517578
2024-05-14,74.3499984741211,76.48999786376953,74.29000091552734,75.5
2024-05-15,73.33999633789062,75.4800033569336,73.25,75.06999969482422
2024-05-16,73.63999938964844,74.68000030517578,73.13999938964844,73.30000305175781
","date,Upper,Middle,Lower,high
2023-12-29,78.5641752827795,76.14105981909178,73.71794435540406,78.94999694824219
2024-01-02,78.79742953404723,76.24762575405737,73.69782197406751,79.54000091552734
2024-01-03,78.7990805692186,76.16975666368769,73.54043275815678,76.95999908447266
2024-01-04,78.57181463866796,76.08692298636105,73.60203133405413,75.73999786376953
2024-01-05,78.58685651732132,76.0624543049033,73.53805209248527,76.94999694824219
2024-01-08,78.43615915085924,76.01269683924845,73.58923452763766,76.13999938964844
2024-01-09,78.32860441189585,75.9314879652352,73.53437151857456,75.44999694824219
2024-01-10,78.21901168000524,75.91610783931436,73.61320399862349,76.12999725341797
2024-01-11,78.21764001693384,75.79552628565385,73.37341255437386,76.0
2024-01-12,78.12709254477106,75.61119050705364,73.09528846933621,75.62999725341797
2024-01-16,77.92924583992645,75.25393432641535,72.57862281290424,73.48999786376953
2024-01-17,77.4769109492769,74.86213099910421,72.24735104893152,71.93000030517578
2024-01-18,77.10439690114555,74.48859494599013,71.87279299083471,72.0999984741211
2024-01-19,76.77606906437661,74.15634780827678,71.53662655217694,71.43000030517578
2024-01-22,76.89013508506612,74.0928859087999,71.29563673253368,73.73999786376953
2024-01-23,76.84449229544606,73.99546817413555,71.14644405282505,74.94000244140625
2024-01-24,76.78271268567133,73.93209042717547,71.0814681686796,74.76000213623047
2024-01-25,76.98085545113823,74.05379601358473,71.12673657603123,75.73999786376953
2024-01-26,77.01912146965401,74.1267677927504,71.23441411584679,76.30000305175781
2024-01-29,77.00295544143873,74.05183717800185,71.10071891456496,74.86000061035156
2024-01-30,76.97414448673881,73.98213837008018,70.99013225342155,73.83999633789062
2024-01-31,76.7653345687788,73.84002975043154,70.91472493208428,73.5999984741211
2024-02-01,77.03513447500518,73.97336004693992,70.91158561887465,75.26000213623047
2024-02-02,77.33044650939439,74.13684979879386,70.94325308819333,76.16999816894531
2024-02-05,77.35255394051045,74.14381639742993,70.93507885434941,74.69999694824219
2024-02-06,77.34098344966216,74.21011924890239,71.07925504814261,75.18000030517578
2024-02-07,77.35733828165547,74.33106059252441,71.30478290339335,75.61000061035156
2024-02-08,77.30008571983802,74.44143557073824,71.58278542163845,75.94000244140625
2024-02-09,77.26255975440155,74.55177489486994,71.84099003533832,75.68000030517578
2024-02-12,77.4937887504718,74.6820818733533,71.8703749962348,77.1500015258789
2024-02-13,77.56639580447066,74.5123599354986,71.45832406652653,74.66999816894531
2024-02-14,77.55883879083768,74.52070646298645,71.48257413513522,74.63999938964844
2024-02-15,77.4683399686589,74.53302027850002,71.59770058834114,75.83000183105469
2024-02-16,77.30573390736399,74.45844691864286,71.61115992992174,74.91999816894531
2024-02-20,77.10431910174984,74.34526117811177,71.5862032544737,73.62999725341797
2024-02-21,77.09796049164177,74.32380799415657,71.54965549667136,74.81999969482422
2024-02-22,77.12694375248277,74.40820714561524,71.6894705387477,75.5999984741211
2024-02-23,77.29583596167046,74.58647301548967,71.87711006930888,76.95999908447266
2024-02-26,77.41237836572017,74.76395148527563,72.11552460483108,77.18000030517578
2024-02-27,77.97368388405734,75.17309873035354,72.37251357664975,79.2300033569336
2024-02-28,78.311853266124,75.60232745176519,72.89280163740638,80.30999755859375
2024-02-29,79.5080359496695,76.10496267097021,72.70188939227091,86.11000061035156
2024-03-01,79.97958946585082,76.27782319458689,72.57605692332295,81.77999877929688
2024-03-04,80.01761996606056,76.39803059658122,72.77844122710188,79.31999969482422
2024-03-05,79.97994410845608,76.35631330971374,72.7326825109714,76.51000213623047
2024-03-06,80.40462248516347,76.53285481207173,72.66108713898,78.98999786376953
2024-03-07,80.52843573647884,76.8173445102617,73.10625328404457,79.61000061035156
2024-03-08,80.6401985107651,76.98521663605152,73.33023476133793,80.38999938964844
2024-03-11,80.57296564244908,76.92948186365412,73.28599808485916,78.61000061035156
2024-03-12,80.64221461358541,76.96857848024807,73.29494234691073,78.9800033569336
2024-03-13,80.61836738196912,77.02109449575458,73.42382160954004,79.27999877929688
2024-03-14,80.53893998105204,77.06289493277535,73.58684988449866,78.20999908447266
2024-03-15,80.50748802006161,77.1540474766126,73.80060693316359,78.19000244140625
2024-03-18,80.4203531936114,77.1517569791655,73.88316076471959,78.0999984741211
2024-03-19,80.59968406959376,77.2544471103815,73.90921015116925,79.08000183105469
2024-03-20,80.64435558397358,77.38164227490618,74.11892896583879,79.69000244140625
2024-03-21,80.93335719919278,77.67291467171572,74.41247214423865,80.7300033569336
2024-03-22,81.42503543277675,78.0526374327056,74.68023943263444,83.36000061035156
2024-03-25,81.61332991303466,78.30667207918155,75.00001424532844,82.37999725341797
2024-03-26,81.7166473255355,78.47365545817318,75.23066359081086,81.79000091552734
2024-03-27,82.1103105177363,78.79711710468833,75.48392369164036,82.69000244140625
2024-03-28,82.28038480658046,79.10501059750818,75.92963638843591,82.95999908447266
2024-04-01,82.39927534745026,79.34643810152154,76.29360085559283,82.91000366210938
2024-04-02,82.43042609809845,79.42487239365714,76.41931868921583,81.43000030517578
2024-04-03,82.32743017561936,79.41393193317491,76.50043369073046,80.5
2024-04-04,82.36865762163197,79.3745098443011,76.38036206697024,80.8499984741211
2024-04-05,82.24916984925818,79.39693753630591,76.54470522335365,79.8499984741211
2024-04-08,82.30471487128307,79.46770533186235,76.63069579244163,81.41000366210938
2024-04-09,82.79156612691693,79.76125749566192,76.73094886440691,83.31999969482422
2024-04-10,82.91929653388115,79.77351862842254,76.62774072296392,82.05000305175781
2024-04-11,82.89874061596319,79.79604086726138,76.69334111855957,80.83999633789062
2024-04-12,82.86741912992527,79.62498935609364,76.382559582262,79.1500015258789
2024-04-15,82.75505802271603,79.30737140937303,75.85968479603004,79.58000183105469
2024-04-16,82.20375381467433,78.91333586266563,75.62291791065694,76.41999816894531
2024-04-17,81.84715718360621,78.65778038592924,75.46840358825227,76.69000244140625
2024-04-18,81.52859792853239,78.40465844441218,75.28071896029196,77.31999969482422
2024-04-19,81.14097365115106,78.18992921407568,75.2388847770003,76.83999633789062
2024-04-22,80.89399589902754,77.89755526479057,74.9011146305536,76.80000305175781
2024-04-23,80.57120435165709,77.6254072315274,74.67961011139772,76.0
2024-04-24,80.19730017046778,77.32108276235107,74.44486535423435,74.91000366210938
2024-04-25,80.04297973055735,77.1228842005814,74.20278867060544,75.29000091552734
2024-04-26,79.72455283373809,76.92546694831248,74.12638106288686,76.1500015258789
2024-04-29,79.42926570817247,76.74208914371128,74.0549125792501,75.80999755859375
2024-04-30,79.12761093229179,76.44665202427673,73.76569311626167,75.1500015258789
2024-05-01,78.75088167376946,76.0260183818977,73.30115509002594,73.75
2024-05-02,78.36187001691644,75.68449305423185,73.00711609154726,73.2300033569336
2024-05-03,78.3144661113059,75.56882716532435,72.8231882193428,74.68000030517578
2024-05-06,78.07408567224698,75.45751043775812,72.84093520326925,75.19000244140625
2024-05-07,77.96359340577222,75.2291758778377,72.4947583499032,75.43000030517578
2024-05-08,77.80875504823376,75.03877849489446,72.26880194155515,73.87000274658203
2024-05-09,77.61906446012947,74.95508565367683,72.2911068472242,74.19999694824219
2024-05-10,77.38739570197397,74.88031541703573,72.37323513209749,74.44999694824219
2024-05-13,77.36101457752874,74.86314222953159,72.36526988153445,75.77999877929688
2024-05-14,77.39235605111672,74.81427139568297,72.23618674024921,76.48999786376953
2024-05-15,77.32864094075221,74.67386424732179,72.01908755389137,75.4800033569336
2024-05-16,77.19570008895985,74.57540092754337,71.95510176612689,74.68000030517578
"
3244,US,technical,"Calculate the percentage of days where Vistra Corp.'s open was greater than the upper channel of Keltner Channel from September 22, 2022 to April 13, 2023. (Standard parameters: middle EMA(20), requiring 4n data points to warm up, using the first data point as the initial value; ATR(10) using Wilder smoothing, multiplier 1.5) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.9701,medium,channel,Middle = EMA_{n_{ema}}(C); Upper = Middle + 1.5 * ATR_{n_{atr}}^{Wilder}; Lower = Middle - 1.5 * ATR_{n_{atr}}^{Wilder},"date,close,high,low,open
2022-05-27,26.309999465942383,26.325000762939453,25.73500061035156,25.979999542236328
2022-05-31,26.3700008392334,26.68600082397461,25.8799991607666,26.5
2022-06-01,25.899999618530277,26.459999084472656,25.27199935913086,26.36000061035156
2022-06-02,25.979999542236328,26.239999771118164,25.59499931335449,25.959999084472656
2022-06-03,25.850000381469727,26.25,25.82999992370605,25.90999984741211
2022-06-06,26.489999771118164,26.524999618530277,25.81999969482422,25.989999771118164
2022-06-07,27.38999938964844,27.38999938964844,26.38999938964844,26.38999938964844
2022-06-08,26.84000015258789,27.309999465942383,26.6200008392334,27.239999771118164
2022-06-09,26.200000762939453,26.899999618530277,26.170000076293945,26.739999771118164
2022-06-10,25.440000534057617,25.8799991607666,25.43000030517578,25.770000457763672
2022-06-13,23.5,25.040000915527344,23.399999618530277,25.0
2022-06-14,22.959999084472656,23.700000762939453,22.6299991607666,23.450000762939453
2022-06-15,23.5,23.90999984741211,23.100000381469727,23.21999931335449
2022-06-16,22.520000457763672,23.31999969482422,22.280000686645508,23.31999969482422
2022-06-17,22.420000076293945,22.73500061035156,21.84000015258789,22.530000686645508
2022-06-21,22.770000457763672,23.01000022888184,22.5,22.979999542236328
2022-06-22,22.709999084472656,22.881999969482425,22.309999465942383,22.420000076293945
2022-06-23,23.40999984741211,23.459999084472656,22.84000015258789,22.96999931335449
2022-06-24,23.38999938964844,23.600000381469727,23.09499931335449,23.520000457763672
2022-06-27,23.75,24.05500030517578,23.34000015258789,23.38999938964844
2022-06-28,23.25,24.0049991607666,23.059999465942383,23.799999237060547
2022-06-29,22.88999938964844,23.2549991607666,22.38999938964844,23.21999931335449
2022-06-30,22.850000381469727,23.354999542236328,22.51000022888184,22.6200008392334
2022-07-01,23.350000381469727,23.489999771118164,22.893999099731445,23.06999969482422
2022-07-05,21.65999984741211,23.13999938964844,20.9950008392334,22.96999931335449
2022-07-06,21.700000762939453,21.950000762939453,21.364999771118164,21.540000915527344
2022-07-07,22.229999542236328,22.38500022888184,21.975000381469727,22.0
2022-07-08,22.07999992370605,22.32999992370605,21.8700008392334,22.209999084472656
2022-07-11,22.09000015258789,22.334999084472656,21.790000915527344,22.020000457763672
2022-07-12,22.520000457763672,22.649999618530277,21.96999931335449,21.979999542236328
2022-07-13,22.729999542236328,22.864999771118164,22.15999984741211,22.200000762939453
2022-07-14,22.93000030517578,23.020000457763672,22.165000915527344,22.200000762939453
2022-07-15,22.57999992370605,23.06999969482422,22.2549991607666,23.030000686645508
2022-07-18,22.81999969482422,23.32999992370605,22.670000076293945,22.739999771118164
2022-07-19,23.6299991607666,23.73500061035156,23.1299991607666,23.15999984741211
2022-07-20,23.63999938964844,23.729999542236328,23.1200008392334,23.6200008392334
2022-07-21,23.36000061035156,23.690000534057617,23.084999084472656,23.549999237060547
2022-07-22,23.0,23.65999984741211,22.7450008392334,23.40999984741211
2022-07-25,23.36000061035156,23.5,22.780000686645508,23.040000915527344
2022-07-26,23.75,23.76000022888184,23.15999984741211,23.309999465942383
2022-07-27,23.82999992370605,23.959999084472656,23.440000534057617,23.799999237060547
2022-07-28,24.81999969482422,24.8700008392334,24.03499984741211,24.38999938964844
2022-07-29,25.850000381469727,25.86000061035156,24.93000030517578,25.0
2022-08-01,25.36000061035156,25.899999618530277,25.26000022888184,25.700000762939453
2022-08-02,25.26000022888184,25.76000022888184,25.25,25.479999542236328
2022-08-03,25.459999084472656,25.584999084472656,25.11000061035156,25.21999931335449
2022-08-04,25.6200008392334,25.899999618530277,25.530000686645508,25.600000381469727
2022-08-05,24.600000381469727,25.729999542236328,24.309999465942383,25.530000686645508
2022-08-08,24.729999542236328,25.44499969482422,24.559999465942383,24.75
2022-08-09,24.790000915527344,24.809999465942383,24.31999969482422,24.61000061035156
2022-08-10,25.170000076293945,25.21999931335449,24.854999542236328,24.93000030517578
2022-08-11,25.34000015258789,25.780000686645508,25.225000381469727,25.270000457763672
2022-08-12,25.8799991607666,25.90999984741211,25.524999618530277,25.6200008392334
2022-08-15,25.96999931335449,25.989999771118164,25.350000381469727,25.649999618530277
2022-08-16,25.82999992370605,26.0,25.690000534057617,25.790000915527344
2022-08-17,25.530000686645508,25.809999465942383,25.440000534057617,25.489999771118164
2022-08-18,25.84000015258789,26.1200008392334,25.530000686645508,25.530000686645508
2022-08-19,25.25,25.780000686645508,25.13999938964844,25.739999771118164
2022-08-22,24.729999542236328,24.93000030517578,24.59000015258789,24.899999618530277
2022-08-23,24.46999931335449,24.950000762939453,24.459999084472656,24.920000076293945
2022-08-24,25.190000534057617,25.299999237060547,24.3700008392334,24.3700008392334
2022-08-25,25.649999618530277,25.96999931335449,25.1200008392334,25.290000915527344
2022-08-26,24.93000030517578,25.709999084472656,24.920000076293945,25.670000076293945
2022-08-29,24.739999771118164,24.84000015258789,24.399999618530277,24.59000015258789
2022-08-30,24.18000030517578,24.975000381469727,24.18000030517578,24.75
2022-08-31,24.75,24.799999237060547,24.0049991607666,24.059999465942383
2022-09-01,24.959999084472656,25.01000022888184,24.584999084472656,24.670000076293945
2022-09-02,24.959999084472656,25.520000457763672,24.88999938964844,25.18000030517578
2022-09-06,24.34000015258789,25.0,24.31999969482422,24.8799991607666
2022-09-07,24.63999938964844,24.709999084472656,24.295000076293945,24.3700008392334
2022-09-08,24.899999618530277,25.09000015258789,24.53499984741211,24.649999618530277
2022-09-09,25.25,25.45499992370605,24.979999542236328,25.190000534057617
2022-09-12,25.790000915527344,25.84499931335449,25.23500061035156,25.32999992370605
2022-09-13,24.979999542236328,25.725000381469727,24.88500022888184,25.399999618530277
2022-09-14,25.36000061035156,25.3700008392334,24.959999084472656,24.979999542236328
2022-09-15,25.3700008392334,25.395999908447266,25.090999603271484,25.21999931335449
2022-09-16,25.309999465942383,25.32999992370605,24.8700008392334,25.31999969482422
2022-09-19,25.6200008392334,25.809999465942383,25.040000915527344,25.040000915527344
2022-09-20,24.90999984741211,25.450000762939453,24.73500061035156,25.34000015258789
2022-09-21,24.440000534057617,25.31999969482422,24.420000076293945,25.030000686645508
2022-09-22,24.059999465942383,24.459999084472656,23.98500061035156,24.420000076293945
2022-09-23,23.3700008392334,23.690000534057617,23.100000381469727,23.6299991607666
2022-09-26,22.46999931335449,23.34000015258789,22.325000762939453,23.11000061035156
2022-09-27,22.020000457763672,22.815000534057617,21.670000076293945,22.75
2022-09-28,22.299999237060547,22.559999465942383,22.1299991607666,22.309999465942383
2022-09-29,21.3799991607666,22.059999465942383,21.165000915527344,22.01000022888184
2022-09-30,21.0,21.6299991607666,20.920000076293945,21.5
2022-10-03,21.46999931335449,21.84000015258789,21.03499984741211,21.3700008392334
2022-10-04,22.940000534057617,22.940000534057617,21.649999618530277,21.690000534057617
2022-10-05,22.88999938964844,23.13999938964844,22.239999771118164,22.540000915527344
2022-10-06,22.649999618530277,22.920000076293945,22.405000686645508,22.82999992370605
2022-10-07,21.96999931335449,22.61000061035156,21.93000030517578,22.51000022888184
2022-10-10,21.68000030517578,22.375,21.63999938964844,22.0
2022-10-11,21.799999237060547,22.1299991607666,21.375,21.559999465942383
2022-10-12,21.440000534057617,21.79599952697754,21.32999992370605,21.790000915527344
2022-10-13,21.68000030517578,21.95499992370605,20.761999130249023,21.11000061035156
2022-10-14,21.420000076293945,22.21999931335449,21.325000762939453,21.93000030517578
2022-10-17,22.030000686645508,22.489999771118164,21.850000381469727,21.950000762939453
2022-10-18,22.559999465942383,22.6299991607666,22.334999084472656,22.440000534057617
2022-10-19,22.200000762939453,22.40999984741211,21.790000915527344,22.32999992370605
2022-10-20,21.520000457763672,22.295000076293945,21.3799991607666,22.229999542236328
2022-10-21,21.75,21.76799964904785,21.1200008392334,21.479999542236328
2022-10-24,21.489999771118164,22.1200008392334,21.450000762939453,21.799999237060547
2022-10-25,21.989999771118164,22.21999931335449,21.479999542236328,21.520000457763672
2022-10-26,21.899999618530277,22.209999084472656,21.81999969482422,22.07999992370605
2022-10-27,21.979999542236328,22.309999465942383,21.88999938964844,22.1200008392334
2022-10-28,22.979999542236328,23.0,22.02899932861328,22.100000381469727
2022-10-31,22.96999931335449,23.229999542236328,22.770000457763672,22.93000030517578
2022-11-01,22.8700008392334,23.21999931335449,22.70499992370605,23.209999084472656
2022-11-02,22.8700008392334,23.674999237060547,22.729999542236328,22.82999992370605
2022-11-03,23.229999542236328,23.670000076293945,22.559999465942383,22.790000915527344
2022-11-04,22.850000381469727,23.8700008392334,22.43000030517578,23.15999984741211
2022-11-07,23.82999992370605,23.975000381469727,22.75,22.950000762939453
2022-11-08,24.1200008392334,24.350000381469727,23.71500015258789,23.790000915527344
2022-11-09,23.549999237060547,24.18000030517578,23.479999542236328,24.0
2022-11-10,24.59000015258789,24.989999771118164,24.09000015258789,24.38999938964844
2022-11-11,24.09000015258789,24.899999618530277,23.84000015258789,24.799999237060547
2022-11-14,22.950000762939453,24.07999992370605,22.950000762939453,23.88999938964844
2022-11-15,22.700000762939453,23.5049991607666,22.63500022888184,23.38999938964844
2022-11-16,22.82999992370605,23.01000022888184,22.46500015258789,22.5
2022-11-17,22.459999084472656,22.899999618530277,22.38999938964844,22.65999984741211
2022-11-18,22.90999984741211,22.90999984741211,22.6299991607666,22.71999931335449
2022-11-21,22.8799991607666,22.979999542236328,22.51000022888184,22.86000061035156
2022-11-22,23.43000030517578,23.479999542236328,22.8799991607666,22.989999771118164
2022-11-23,24.0,24.06999969482422,23.40999984741211,23.420000076293945
2022-11-25,24.07999992370605,24.399999618530277,23.950000762939453,23.950000762939453
2022-11-28,23.790000915527344,23.899999618530277,23.57200050354004,23.76000022888184
2022-11-29,24.229999542236328,24.290000915527344,23.540000915527344,23.809999465942383
2022-11-30,24.32999992370605,24.44499969482422,23.950000762939453,24.3700008392334
2022-12-01,24.530000686645508,24.81999969482422,24.30500030517578,24.46999931335449
2022-12-02,23.989999771118164,24.38999938964844,23.959999084472656,24.200000762939453
2022-12-05,23.440000534057617,23.84000015258789,23.26000022888184,23.780000686645508
2022-12-06,23.71999931335449,23.75,23.15999984741211,23.299999237060547
2022-12-07,23.63999938964844,24.045000076293945,23.51499938964844,23.6299991607666
2022-12-08,23.59000015258789,23.90999984741211,23.489999771118164,23.68000030517578
2022-12-09,23.86000061035156,24.0049991607666,23.32999992370605,23.40999984741211
2022-12-12,24.21999931335449,24.229999542236328,23.82999992370605,23.979999542236328
2022-12-13,24.290000915527344,25.030000686645508,24.09499931335449,24.57999992370605
2022-12-14,24.350000381469727,24.53499984741211,23.98500061035156,24.100000381469727
2022-12-15,24.32999992370605,24.530000686645508,24.030000686645508,24.239999771118164
2022-12-16,24.06999969482422,24.239999771118164,23.68000030517578,24.07999992370605
2022-12-19,23.86000061035156,24.28499984741211,23.7549991607666,24.049999237060547
2022-12-20,23.81999969482422,24.11000061035156,23.770000457763672,23.84000015258789
2022-12-21,24.170000076293945,24.170000076293945,23.809999465942383,24.0
2022-12-22,23.549999237060547,24.030000686645508,23.309999465942383,24.030000686645508
2022-12-23,23.8700008392334,23.899999618530277,23.3700008392334,23.40999984741211
2022-12-27,23.690000534057617,23.950000762939453,23.43000030517578,23.81999969482422
2022-12-28,23.65999984741211,23.84000015258789,23.549999237060547,23.709999084472656
2022-12-29,24.06999969482422,24.18000030517578,23.6200008392334,23.75
2022-12-30,23.200000762939453,24.020000457763672,22.8439998626709,24.0
2023-01-03,22.270000457763672,23.350000381469727,22.125,23.239999771118164
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2023-02-17,22.959999084472656,23.239999771118164,22.739999771118164,22.88999938964844
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2022-12-08,24.525133732116732,23.59393550648108,22.66273728084543,23.68000030517578
2022-12-09,24.558603328814197,23.61927504018303,22.679946751551864,23.40999984741211
2022-12-12,24.581882278270765,23.67648687572317,22.771091473175577,23.979999542236328
2022-12-13,24.69002285256244,23.734916784275953,22.779810715989466,24.57999992370605
2022-12-14,24.735591521501803,23.793496174484883,22.851400827467963,24.100000381469727
2022-12-15,24.767477581964034,23.844591769648805,22.921705957333575,24.239999771118164
2022-12-16,24.794156364957328,23.86605919109408,22.937962017230834,24.07999992370605
2022-12-19,24.780269742878065,23.865482183404318,22.95069462393057,24.049999237060547
2022-12-20,24.735459344239814,23.86115051782526,22.986841691410703,23.84000015258789
2022-12-21,24.731442796814783,23.890564761488946,23.04968672616311,24.0
2022-12-22,24.74392027298461,23.858129949638624,22.972339626292637,24.030000686645508
2022-12-23,24.735971618458333,23.859260510552414,22.982549402646494,23.40999984741211
2022-12-27,24.710180578570885,23.843140512791006,22.976100447011127,23.81999969482422
2022-12-28,24.649534741190674,23.825698544659684,23.001862348128693,23.709999084472656
2022-12-29,24.67441781763508,23.84896532086583,23.023512824096578,23.75
2022-12-30,24.71396639440721,23.787159172491886,22.860351950576565,24.0
2023-01-03,24.660544423271542,23.642667866327294,22.624791309383046,23.239999771118164
2023-01-04,24.599290764286124,23.557651879058028,22.516012993829932,22.280000686645508
2023-01-05,24.456755342166442,23.43978024246433,22.42280514276222,22.61000061035156
2023-01-06,24.345257297491727,23.351229764980285,22.357202232468843,22.479999542236328
2023-01-09,24.23139242272722,23.273017471805545,22.31464252088387,22.6299991607666
2023-01-10,24.104160267183442,23.189872914350758,22.275585561518074,22.40999984741211
2023-01-11,24.0276365049722,23.14702785309051,22.26641920120882,22.399999618530277
2023-01-12,23.969549194115288,23.103501441754045,22.2374536893928,22.86000061035156
2023-01-13,23.89728948551387,23.034596462612384,22.1719034397109,22.43000030517578
2023-01-17,23.821273024956998,22.950349144128374,22.07942526329975,22.420000076293945
2023-01-18,23.708552146957146,22.812220654211387,21.91588916146563,22.11000061035156
2023-01-19,23.525469456435307,22.676771009967297,21.828072563499287,21.3799991607666
2023-01-20,23.447359792257522,22.598030950110385,21.748702107963247,21.31999969482422
2023-01-23,23.498590524083088,22.58869466914749,21.67879881421189,21.780000686645508
2023-01-24,23.52208219685507,22.611676121962592,21.701270047070114,22.5
2023-01-25,23.49982249738157,22.607706938425604,21.71559137946964,22.6299991607666
2023-01-26,23.515924482292828,22.626020490676552,21.736116499060277,22.600000381469727
2023-01-27,23.470122649427037,22.630209022640113,21.79029539585319,22.700000762939453
2023-01-30,23.449099703768518,22.605427290887093,21.761754878005668,22.600000381469727
2023-01-31,23.519775176465888,22.648719878987595,21.777664581509303,22.440000534057617
2023-02-01,23.581172782596365,22.701222820316342,21.82127285803632,22.86000061035156
2023-02-02,23.67354935059442,22.7563445218715,21.83913969314858,23.43000030517578
2023-02-03,23.70235555721831,22.768121154147224,21.833886751076136,22.979999542236328
2023-02-06,23.679158631152458,22.787347645500297,21.895536659848137,22.84000015258789
2023-02-07,23.731337075731094,22.830457371749617,21.92957766776814,22.940000534057617
2023-02-08,23.705562724216374,22.83327101352123,21.960979302826086,23.07999992370605
2023-02-09,23.651188665470258,22.81962620595327,21.988063746436282,22.88999938964844
2023-02-10,23.667020269659297,22.840614273531752,22.014208277404208,22.65999984741211
2023-02-13,23.65907106081225,22.86055569862973,22.062040336447215,23.030000686645508
2023-02-14,23.684952142449397,22.874788511034694,22.06462487961999,22.96999931335449
2023-02-15,23.75976554156267,22.928618227513066,22.097470913463464,22.809999465942383
2023-02-16,23.799806382546425,22.918273605352223,22.03674082815802,23.170000076293945
2023-02-17,23.790626959981328,22.922247460506547,22.053867961031766,22.88999938964844
2023-02-21,23.74824138634065,22.88870005425109,22.02915872216153,22.770000457763672
2023-02-22,23.67089937743066,22.844061961112313,22.017224544793965,22.479999542236328
2023-02-23,23.61994787575497,22.811294155292092,22.002640434829214,22.56999969482422
2023-02-24,23.54560215465121,22.76831381767871,21.99102548070621,22.31999969482422
2023-02-27,23.505510088778564,22.718950596947405,21.932391105116245,22.600000381469727
2023-02-28,23.4346801598685,22.64952670877319,21.864373257677883,22.06999969482422
2023-03-01,23.413686210834758,22.560047887411237,21.706409563987716,22.07999992370605
2023-03-02,23.279365455362722,22.439091032946102,21.598816610529482,21.65999984741211
2023-03-03,23.158829305896305,22.341082348609532,21.52333539132276,21.31999969482422
2023-03-06,23.814237289591404,22.5352649021483,21.256292514705194,22.049999237060547
2023-03-07,24.501386535654873,22.91381112374197,21.326235711829064,24.950000762939453
2023-03-08,24.807099470624195,23.226781565570302,21.64646366051641,26.51000022888184
2023-03-09,25.006659917055515,23.46137384828338,21.916087779511244,26.239999771118164
2023-03-10,25.16595290347766,23.562195430138647,21.958437956799635,25.88999938964844
2023-03-13,25.23265386504157,23.63627207037191,22.03989027570225,24.3799991607666
2023-03-14,25.455263549302146,23.813769968431725,22.172276387561304,24.68000030517578
2023-03-15,25.58789804643369,23.870553766429854,22.153209486426018,24.76499938964844
2023-03-16,25.781110893305502,24.01050104130205,22.239891189298596,24.0
2023-03-17,25.851049949350728,24.089500956662608,22.32795196397449,25.09000015258789
2023-03-20,25.89263301043109,24.185738997120428,22.478844983809765,25.100000381469727
2023-03-21,25.944706270566662,24.269001898912993,22.593297527259324,25.13999938964844
2023-03-22,25.899421346129795,24.265287388753308,22.63115343137682,24.86000061035156
2023-03-23,25.850671293463005,24.231450480054146,22.612229666645288,24.32999992370605
2023-03-24,25.74196806107053,24.154169489219843,22.566370917369156,23.81999969482422
2023-03-27,25.585314831641472,24.06329627719314,22.541277722744805,23.489999771118164
2023-03-28,25.463227608107957,23.99441093199264,22.525594255877323,23.170000076293945
2023-03-29,25.336211381825557,23.948276579315422,22.560341776805288,23.479999542236328
2023-03-30,25.221046371456577,23.91415501486518,22.607263658273784,23.670000076293945
2023-03-31,25.168282971555602,23.92233072773516,22.67637848391472,23.649999618530277
2023-04-03,25.087013510588427,23.901156445373665,22.715299380158903,23.8799991607666
2023-04-04,25.006400779219817,23.85437962652018,22.702358473820546,23.670000076293945
2023-04-05,24.99644820770679,23.860629193165302,22.724810178623812,23.36000061035156
2023-04-06,24.966556239588762,23.880569240942343,22.794582242295924,24.1200008392334
2023-04-10,25.012082110989354,23.931943606213924,22.851805101438494,23.82999992370605
2023-04-11,25.049764124069412,24.0041395041038,22.95851488413819,24.549999237060547
2023-04-12,25.06723816140009,24.056126145337778,23.045014129275465,24.799999237060547
2023-04-13,25.15982939606174,24.12982840994428,23.099827423826824,24.43000030517578
"
3245,US,technical,"What is the percentage of days where the low price is greater than the lower channel of Moving Average Envelope for Dow Inc. from December 25, 2021 to January 19, 2022? (Unit: %) (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,medium,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close,low
2021-11-29,56.86000061035156,56.380001068115234
2021-11-30,54.93000030517578,54.40999984741211
2021-12-01,52.7599983215332,52.70000076293945
2021-12-02,53.18000030517578,52.06999969482422
2021-12-03,53.06999969482422,52.72999954223633
2021-12-06,53.880001068115234,53.84000015258789
2021-12-07,54.86000061035156,54.27000045776367
2021-12-08,54.90999984741211,54.77999877929688
2021-12-09,54.38999938964844,53.72499847412109
2021-12-10,54.68000030517578,54.28499984741211
2021-12-13,53.31999969482422,53.06700134277344
2021-12-14,53.880001068115234,53.13800048828125
2021-12-15,54.040000915527344,52.86000061035156
2021-12-16,54.59999847412109,54.27000045776367
2021-12-17,54.09999847412109,53.380001068115234
2021-12-20,53.5099983215332,52.470001220703125
2021-12-21,54.20000076293945,53.900001525878906
2021-12-22,54.22999954223633,53.63999938964844
2021-12-23,55.13999938964844,54.34999847412109
2021-12-27,55.869998931884766,55.16999816894531
2021-12-28,56.630001068115234,55.90999984741211
2021-12-29,57.060001373291016,56.560001373291016
2021-12-30,56.77999877929688,56.72499847412109
2021-12-31,56.720001220703125,56.29499816894531
2022-01-03,56.869998931884766,56.790000915527344
2022-01-04,58.40999984741211,57.09999847412109
2022-01-05,58.34999847412109,58.31499862670898
2022-01-06,58.2400016784668,57.2400016784668
2022-01-07,59.09999847412109,58.43000030517578
2022-01-10,58.400001525878906,57.98500061035156
2022-01-11,59.18000030517578,58.40999984741211
2022-01-12,59.2599983215332,58.88999938964844
2022-01-13,59.93999862670898,59.20700073242188
2022-01-14,60.7400016784668,59.290000915527344
2022-01-18,60.20000076293945,59.56999969482422
2022-01-19,59.84000015258789,59.38999938964844
","date,Upper,Middle,Lower,low
2021-12-27,59.75254978179932,54.32049980163574,48.888449821472165,55.16999816894531
2021-12-28,59.73989980697632,54.30899982452392,48.878099842071535,55.90999984741211
2021-12-29,59.857049865722665,54.41549987792969,48.97394989013672,56.560001373291016
2021-12-30,60.07814989089966,54.61649990081787,49.15484991073608,56.72499847412109
2021-12-31,60.27284994125367,54.79349994659424,49.314149951934816,56.29499816894531
2022-01-03,60.481849899291994,54.983499908447264,49.48514991760254,56.790000915527344
2022-01-04,60.73099983215332,55.20999984741211,49.6889998626709,57.09999847412109
2022-01-05,60.92294971466065,55.38449974060059,49.84604976654053,58.31499862670898
2022-01-06,61.10609981536866,55.55099983215332,49.995899848937995,57.2400016784668
2022-01-07,61.36514976501465,55.78649978637695,50.20784980773926,58.43000030517578
2022-01-10,61.56974983215333,55.97249984741211,50.3752498626709,57.98500061035156
2022-01-11,61.89204986572266,56.265499877929685,50.638949890136715,58.40999984741211
2022-01-12,62.187949714660654,56.53449974060059,50.88104976654053,58.88999938964844
2022-01-13,62.51244958877564,56.82949962615967,51.1465496635437,59.20700073242188
2022-01-14,62.85014976501465,57.13649978637695,51.422849807739254,59.290000915527344
2022-01-18,63.18564989089967,57.441499900817874,51.69734991073609,59.56999969482422
2022-01-19,63.53379999160767,57.75799999237061,51.98219999313355,59.38999938964844
"
3246,US,technical,"From September 14, 2019 to April 10, 2020, what proportion of days had Corteva's close greater than the middle of Moving Average Envelope? (Unit: %) (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",42.3611,medium,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close,low
2019-08-19,30.56999969482422,30.25
2019-08-20,30.26000022888184,30.09000015258789
2019-08-21,30.57999992370605,30.280000686645508
2019-08-22,30.290000915527344,30.209999084472656
2019-08-23,29.049999237060547,28.809999465942383
2019-08-26,29.020000457763672,28.670000076293945
2019-08-27,28.729999542236328,28.53499984741211
2019-08-28,29.170000076293945,28.309999465942383
2019-08-29,29.709999084472656,29.520000457763672
2019-08-30,29.31999969482422,29.26000022888184
2019-09-03,28.229999542236328,28.0
2019-09-04,28.43000030517578,28.170000076293945
2019-09-05,28.459999084472656,27.950000762939453
2019-09-06,28.38999938964844,27.88999938964844
2019-09-09,28.75,28.020000457763672
2019-09-10,28.559999465942383,28.13999938964844
2019-09-11,29.270000457763672,28.11000061035156
2019-09-12,29.899999618530277,28.899999618530277
2019-09-13,30.1200008392334,29.899999618530277
2019-09-16,29.399999618530277,28.84000015258789
2019-09-17,28.979999542236328,28.959999084472656
2019-09-18,29.149999618530277,28.75
2019-09-19,29.13999938964844,29.059999465942383
2019-09-20,28.920000076293945,28.850000381469727
2019-09-23,28.8799991607666,28.44499969482422
2019-09-24,28.239999771118164,27.961000442504883
2019-09-25,28.200000762939453,27.770000457763672
2019-09-26,27.63999938964844,27.489999771118164
2019-09-27,27.799999237060547,27.309999465942383
2019-09-30,28.0,27.76000022888184
2019-10-01,27.549999237060547,27.229999542236328
2019-10-02,26.940000534057617,26.6200008392334
2019-10-03,26.8799991607666,26.51000022888184
2019-10-04,25.88999938964844,25.801000595092773
2019-10-07,26.0,25.729999542236328
2019-10-08,26.21999931335449,25.59000015258789
2019-10-09,26.170000076293945,25.739999771118164
2019-10-10,25.729999542236328,25.709999084472656
2019-10-11,26.65999984741211,25.989999771118164
2019-10-14,26.32999992370605,26.200000762939453
2019-10-15,26.700000762939453,26.065000534057617
2019-10-16,26.8700008392334,26.290000915527344
2019-10-17,26.770000457763672,26.65999984741211
2019-10-18,26.040000915527344,25.63999938964844
2019-10-21,25.5,25.43000030517578
2019-10-22,25.979999542236328,25.229999542236328
2019-10-23,25.61000061035156,25.21500015258789
2019-10-24,26.3700008392334,25.5
2019-10-25,26.729999542236328,26.239999771118164
2019-10-28,26.770000457763672,26.600000381469727
2019-10-29,26.780000686645508,26.420000076293945
2019-10-30,27.479999542236328,26.90999984741211
2019-10-31,26.3799991607666,25.25
2019-11-01,26.18000030517578,25.51000022888184
2019-11-04,25.739999771118164,25.649999618530277
2019-11-05,25.65999984741211,24.76000022888184
2019-11-06,26.1299991607666,25.71999931335449
2019-11-07,26.149999618530277,26.1200008392334
2019-11-08,26.200000762939453,25.90999984741211
2019-11-11,26.739999771118164,25.690000534057617
2019-11-12,26.71999931335449,26.530000686645508
2019-11-13,25.71999931335449,25.459999084472656
2019-11-14,26.3799991607666,25.709999084472656
2019-11-15,25.479999542236328,25.434999465942383
2019-11-18,25.479999542236328,25.36000061035156
2019-11-19,25.700000762939453,25.309999465942383
2019-11-20,24.979999542236328,24.915000915527344
2019-11-21,25.11000061035156,24.93000030517578
2019-11-22,25.540000915527344,25.030000686645508
2019-11-25,25.93000030517578,25.649999618530277
2019-11-26,25.8799991607666,25.700000762939453
2019-11-27,26.049999237060547,25.68000030517578
2019-11-29,26.020000457763672,25.549999237060547
2019-12-02,25.18000030517578,25.040000915527344
2019-12-03,24.649999618530277,24.299999237060547
2019-12-04,24.84000015258789,24.6200008392334
2019-12-05,24.81999969482422,24.100000381469727
2019-12-06,25.26000022888184,24.940000534057617
2019-12-09,25.770000457763672,25.395000457763672
2019-12-10,25.8700008392334,25.420000076293945
2019-12-11,26.200000762939453,25.82999992370605
2019-12-12,26.979999542236328,26.0
2019-12-13,26.489999771118164,26.459999084472656
2019-12-16,27.549999237060547,26.850000381469727
2019-12-17,26.770000457763672,26.57999992370605
2019-12-18,27.81999969482422,26.489999771118164
2019-12-19,27.709999084472656,27.459999084472656
2019-12-20,28.18000030517578,27.440000534057617
2019-12-23,28.65999984741211,28.100000381469727
2019-12-24,28.809999465942383,28.3799991607666
2019-12-26,29.190000534057617,28.6299991607666
2019-12-27,29.13999938964844,28.979999542236328
2019-12-30,28.86000061035156,28.790000915527344
2019-12-31,29.559999465942383,28.809999465942383
2020-01-02,28.739999771118164,28.71999931335449
2020-01-03,28.399999618530277,28.36000061035156
2020-01-06,28.36000061035156,27.975000381469727
2020-01-07,28.46999931335449,28.170000076293945
2020-01-08,28.700000762939453,28.100000381469727
2020-01-09,28.729999542236328,28.3799991607666
2020-01-10,28.350000381469727,28.31999969482422
2020-01-13,28.57999992370605,28.155000686645508
2020-01-14,28.63999938964844,28.299999237060547
2020-01-15,28.68000030517578,28.475000381469727
2020-01-16,29.21999931335449,28.524999618530277
2020-01-17,28.299999237060547,27.6299991607666
2020-01-21,27.81999969482422,27.709999084472656
2020-01-22,28.15999984741211,27.5
2020-01-23,28.450000762939453,27.51000022888184
2020-01-24,27.950000762939453,27.709999084472656
2020-01-27,27.15999984741211,26.96999931335449
2020-01-28,27.559999465942383,27.0
2020-01-29,27.799999237060547,27.51000022888184
2020-01-30,29.239999771118164,27.600000381469727
2020-01-31,28.920000076293945,28.459999084472656
2020-02-03,30.1200008392334,28.81999969482422
2020-02-04,30.950000762939453,30.045000076293945
2020-02-05,31.709999084472656,29.690000534057617
2020-02-06,31.59000015258789,31.299999237060547
2020-02-07,31.040000915527344,30.795000076293945
2020-02-10,30.600000381469727,30.46500015258789
2020-02-11,30.51000022888184,30.40999984741211
2020-02-12,30.940000534057617,30.649999618530277
2020-02-13,30.600000381469727,30.45499992370605
2020-02-14,30.709999084472656,30.57999992370605
2020-02-18,31.399999618530277,30.61000061035156
2020-02-19,31.520000457763672,31.21999931335449
2020-02-20,31.56999969482422,31.31999969482422
2020-02-21,31.21999931335449,31.18000030517578
2020-02-24,30.65999984741211,30.270000457763672
2020-02-25,28.3799991607666,28.229999542236328
2020-02-26,28.5,28.31999969482422
2020-02-27,27.290000915527344,27.239999771118164
2020-02-28,27.200000762939453,25.86000061035156
2020-03-02,28.239999771118164,26.86199951171875
2020-03-03,27.920000076293945,27.489999771118164
2020-03-04,28.899999618530277,27.809999465942383
2020-03-05,27.309999465942383,27.15999984741211
2020-03-06,25.299999237060547,24.920000076293945
2020-03-09,23.06999969482422,22.8700008392334
2020-03-10,25.90999984741211,23.8799991607666
2020-03-11,25.0,24.450000762939453
2020-03-12,22.34000015258789,22.26000022888184
2020-03-13,24.81999969482422,21.549999237060547
2020-03-16,20.739999771118164,20.565000534057617
2020-03-17,22.670000076293945,20.71999931335449
2020-03-18,21.56999969482422,20.3799991607666
2020-03-19,23.26000022888184,20.540000915527344
2020-03-20,22.530000686645508,21.11000061035156
2020-03-23,21.920000076293945,21.420000076293945
2020-03-24,22.32999992370605,21.5
2020-03-25,23.399999618530277,22.13999938964844
2020-03-26,24.13999938964844,22.88500022888184
2020-03-27,23.209999084472656,22.665000915527344
2020-03-30,24.09000015258789,22.90999984741211
2020-03-31,23.5,23.350000381469727
2020-04-01,22.51000022888184,22.350000381469727
2020-04-02,22.239999771118164,21.816999435424805
2020-04-03,22.6200008392334,22.1200008392334
2020-04-06,24.26000022888184,23.21999931335449
2020-04-07,24.530000686645508,24.350000381469727
2020-04-08,26.049999237060547,24.40999984741211
2020-04-09,27.93000030517578,26.200000762939453
","date,Upper,Middle,Lower,close
2019-09-16,32.241549844741826,29.3104998588562,26.379449872970582,29.399999618530277
2019-09-17,32.15409983634949,29.230999851226805,26.307899866104126,28.979999542236328
2019-09-18,32.09304980278015,29.175499820709227,26.257949838638304,29.149999618530277
2019-09-19,32.01384977340698,29.103499794006346,26.19314981460571,29.13999938964844
2019-09-20,31.938499727249148,29.034999752044676,26.131499776840208,28.920000076293945
2019-09-23,31.92914972305298,29.02649974822998,26.123849773406985,28.8799991607666
2019-09-24,31.886249685287478,28.987499713897705,26.088749742507936,28.239999771118164
2019-09-25,31.85709975242615,28.960999774932862,26.064899797439576,28.200000762939453
2019-09-26,31.772949714660648,28.884499740600585,25.996049766540526,27.63999938964844
2019-09-27,31.66789972305298,28.78899974822998,25.910099773406984,27.799999237060547
2019-09-30,31.59529973983765,28.72299976348877,25.85069978713989,28.0
2019-10-01,31.557899723052984,28.688999748229982,25.820099773406984,27.549999237060547
2019-10-02,31.475949735641482,28.61449975967407,25.753049783706665,26.940000534057617
2019-10-03,31.38904973983765,28.53549976348877,25.681949787139892,26.8799991607666
2019-10-04,31.25154973983765,28.41049976348877,25.56944978713989,25.88999938964844
2019-10-07,31.10029973983765,28.27299976348877,25.445699787139894,26.0
2019-10-08,30.971599731445316,28.155999755859376,25.34039978027344,26.21999931335449
2019-10-09,30.80109971046448,28.00099973678589,25.2008997631073,26.170000076293945
2019-10-10,30.571749706268314,27.79249973297119,25.01324975967407,25.729999542236328
2019-10-11,30.381449651718142,27.619499683380127,24.857549715042115,26.65999984741211
2019-10-14,30.21259966850281,27.465999698638917,24.719399728775027,26.32999992370605
2019-10-15,30.08719973564148,27.351999759674072,24.616799783706664,26.700000762939453
2019-10-16,29.961799802780153,27.237999820709227,24.514199838638305,26.8700008392334
2019-10-17,29.83144986152649,27.11949987411499,24.407549886703492,26.770000457763672
2019-10-18,29.67304990768433,26.97549991607666,24.277949924468995,26.040000915527344
2019-10-21,29.487149953842167,26.80649995803833,24.125849962234497,25.5
2019-10-22,29.362849941253664,26.693499946594237,24.024149951934813,25.979999542236328
2019-10-23,29.22039993286133,26.563999938964844,23.90759994506836,25.61000061035156
2019-10-24,29.150550012588504,26.500500011444093,23.850450010299685,26.3700008392334
2019-10-25,29.091700029373172,26.44700002670288,23.802300024032593,26.729999542236328
2019-10-28,29.024050054550173,26.385500049591066,23.74695004463196,26.770000457763672
2019-10-29,28.981700134277347,26.347000122070312,23.712300109863282,26.780000686645508
2019-10-30,29.011400079727174,26.374000072479248,23.736600065231325,27.479999542236328
2019-10-31,28.983900079727178,26.34900007247925,23.714100065231325,26.3799991607666
2019-11-01,28.999850130081178,26.363500118255615,23.727150106430056,26.18000030517578
2019-11-04,28.98555011749268,26.350500106811523,23.715450096130372,25.739999771118164
2019-11-05,28.954750146865845,26.322500133514403,23.690250120162965,25.65999984741211
2019-11-06,28.952550096511843,26.320500087738036,23.688450078964234,26.1299991607666
2019-11-07,28.975650100708013,26.341500091552735,23.70735008239746,26.149999618530277
2019-11-08,28.950350151062015,26.318500137329103,23.686650123596195,26.200000762939453
2019-11-11,28.97290014266968,26.339000129699706,23.705100116729735,26.739999771118164
2019-11-12,28.974000062942505,26.340000057220458,23.706000051498414,26.71999931335449
2019-11-13,28.910749979019165,26.282499980926513,23.65424998283386,25.71999931335449
2019-11-14,28.889299907684325,26.26299991607666,23.636699924468992,26.3799991607666
2019-11-15,28.85849983215332,26.23499984741211,23.611499862670897,25.479999542236328
2019-11-18,28.85739980697632,26.233999824523927,23.610599842071537,25.479999542236328
2019-11-19,28.841999874114993,26.219999885559083,23.597999897003177,25.700000762939453
2019-11-20,28.807349815368653,26.18849983215332,23.56964984893799,24.979999542236328
2019-11-21,28.738049802780154,26.12549982070923,23.512949838638306,25.11000061035156
2019-11-22,28.672599878311157,26.065999889373778,23.459399900436402,25.540000915527344
2019-11-25,28.626399869918824,26.023999881744384,23.421599893569947,25.93000030517578
2019-11-26,28.576899785995487,25.97899980545044,23.381099824905395,25.8799991607666
2019-11-27,28.49824976921082,25.90749979019165,23.316749811172485,26.049999237060547
2019-11-29,28.478449840545657,25.889499855041503,23.300549869537353,26.020000457763672
2019-12-02,28.423449840545654,25.839499855041502,23.255549869537354,25.18000030517578
2019-12-03,28.363499832153323,25.78499984741211,23.2064998626709,24.649999618530277
2019-12-04,28.31839984893799,25.743999862670897,23.169599876403808,24.84000015258789
2019-12-05,28.246349878311158,25.67849988937378,23.1106499004364,24.81999969482422
2019-12-06,28.197399911880495,25.63399991989136,23.070599927902222,25.26000022888184
2019-12-09,28.173749895095828,25.612499904632568,23.05124991416931,25.770000457763672
2019-12-10,28.125899953842165,25.56899995803833,23.012099962234497,25.8700008392334
2019-12-11,28.09730003356934,25.54300003051758,22.98870002746582,26.200000762939453
2019-12-12,28.16660004615784,25.60600004196167,23.045400037765503,26.979999542236328
2019-12-13,28.172650079727177,25.61150007247925,23.050350065231324,26.489999771118164
2019-12-16,28.286500062942505,25.715000057220458,23.143500051498414,27.549999237060547
2019-12-17,28.35745011329651,25.779500102996828,23.201550092697147,26.770000457763672
2019-12-18,28.474050054550176,25.885500049591066,23.29695004463196,27.81999969482422
2019-12-19,28.62420002937317,26.02200002670288,23.419800024032593,27.709999084472656
2019-12-20,28.793050012588505,26.175500011444093,23.557950010299685,28.18000030517578
2019-12-23,28.964649953842162,26.33149995803833,23.698349962234495,28.65999984741211
2019-12-24,29.12304990768433,26.47549991607666,23.827949924468996,28.809999465942383
2019-12-26,29.305099983215335,26.64099998474121,23.97689998626709,29.190000534057617
2019-12-27,29.47504999160767,26.795499992370605,24.115949993133544,29.13999938964844
2019-12-30,29.63125,26.9375,24.243750000000002,28.86000061035156
2019-12-31,29.872149953842168,27.15649995803833,24.4408499622345,29.559999465942383
2020-01-02,30.0970999622345,27.360999965667723,24.62489996910095,28.739999771118164
2020-01-03,30.292899932861328,27.538999938964842,24.78509994506836,28.399999618530277
2020-01-06,30.487599983215333,27.71599998474121,24.94439998626709,28.36000061035156
2020-01-07,30.66414993286133,27.876499938964844,25.08884994506836,28.46999931335449
2020-01-08,30.825299949646,28.022999954223632,25.22069995880127,28.700000762939453
2020-01-09,30.98259987831116,28.16599988937378,25.349399900436403,28.729999542236328
2020-01-10,31.100849857330324,28.27349987030029,25.446149883270262,28.350000381469727
2020-01-13,31.18884987831116,28.35349988937378,25.518149900436402,28.57999992370605
2020-01-14,31.307099857330325,28.46099987030029,25.61489988327026,28.63999938964844
2020-01-15,31.36924991607666,28.517499923706055,25.66574993133545,28.68000030517578
2020-01-16,31.503999853134157,28.639999866485596,25.775999879837038,29.21999931335449
2020-01-17,31.530399827957158,28.663999843597413,25.79759985923767,28.299999237060547
2020-01-21,31.536449861526492,28.66949987411499,25.802549886703492,27.81999969482422
2020-01-22,31.53534983634949,28.668499851226805,25.801649866104125,28.15999984741211
2020-01-23,31.523799886703493,28.657999897003172,25.792199907302855,28.450000762939453
2020-01-24,31.476499958038332,28.614999961853027,25.753499965667725,27.950000762939453
2020-01-27,31.364849920272828,28.51349992752075,25.662149934768678,27.15999984741211
2020-01-28,31.277949924468995,28.43449993133545,25.591049938201905,27.559999465942383
2020-01-29,31.219649848937994,28.3814998626709,25.54334987640381,27.799999237060547
2020-01-30,31.202049865722657,28.365499877929686,25.52894989013672,29.239999771118164
2020-01-31,31.21194988250733,28.374499893188478,25.53704990386963,28.920000076293945
2020-02-03,31.306549949645998,28.460499954223632,25.61444995880127,30.1200008392334
2020-02-04,31.448999958038332,28.589999961853028,25.730999965667724,30.950000762939453
2020-02-05,31.627199945449835,28.751999950408937,25.876799955368043,31.709999084472656
2020-02-06,31.786149911880496,28.896499919891358,26.006849927902223,31.59000015258789
2020-02-07,31.9131999874115,29.011999988555907,26.11079998970032,31.040000915527344
2020-02-10,32.036949987411504,29.124499988555907,26.21204998970032,30.600000381469727
2020-02-11,32.14310000419617,29.221000003814698,26.29890000343323,30.51000022888184
2020-02-12,32.269600067138676,29.336000061035158,26.402400054931643,30.940000534057617
2020-02-13,32.37520007133484,29.432000064849852,26.488800058364866,30.600000381469727
2020-02-14,32.45715005874634,29.506500053405762,26.555850048065185,30.709999084472656
2020-02-18,32.627650079727175,29.66150007247925,26.695350065231324,31.399999618530277
2020-02-19,32.83115012168884,29.84650011062622,26.861850099563597,31.520000457763672
2020-02-20,33.01870011329651,30.017000102996825,27.015300092697142,31.56999969482422
2020-02-21,33.17105003356934,30.15550003051758,27.139950027465822,31.21999931335449
2020-02-24,33.320099983215336,30.290999984741212,27.261899986267093,30.65999984741211
2020-02-25,33.38719994544983,30.351999950408935,27.31679995536804,28.3799991607666
2020-02-26,33.438899974823,30.398999977111817,27.359099979400636,28.5
2020-02-27,33.410850067138675,30.373500061035156,27.33615005493164,27.290000915527344
2020-02-28,33.298650121688844,30.27150011062622,27.2443500995636,27.200000762939453
2020-03-02,33.26125010490418,30.23750009536743,27.21375008583069,28.239999771118164
2020-03-03,33.140250062942506,30.12750005722046,27.114750051498415,27.920000076293945
2020-03-04,33.0275,30.025,27.0225,28.899999618530277
2020-03-05,32.785500020980834,29.805000019073486,26.824500017166137,27.309999465942383
2020-03-06,32.439549970626835,29.49049997329712,26.541449975967407,25.299999237060547
2020-03-09,32.00119990348816,29.09199991226196,26.182799921035766,23.06999969482422
2020-03-10,31.743249874114994,28.857499885559083,25.971749897003175,25.90999984741211
2020-03-11,31.440199861526494,28.58199987411499,25.723799886703492,25.0
2020-03-12,30.967199840545657,28.151999855041502,25.33679986953735,22.34000015258789
2020-03-13,30.649299802780153,27.862999820709227,25.076699838638305,24.81999969482422
2020-03-16,30.100949840545656,27.364499855041505,24.628049869537353,20.739999771118164
2020-03-17,29.620799865722656,26.927999877929686,24.23519989013672,22.670000076293945
2020-03-18,29.073549823760988,26.430499839782716,23.787449855804443,21.56999969482422
2020-03-19,28.616499853134158,26.014999866485596,23.413499879837037,23.26000022888184
2020-03-20,28.138549928665164,25.580499935150147,23.022449941635134,22.530000686645508
2020-03-23,27.657849941253666,25.14349994659424,22.629149951934817,21.920000076293945
2020-03-24,27.32509998321533,24.84099998474121,22.356899986267088,22.32999992370605
2020-03-25,27.0445999622345,24.585999965667725,22.127399969100953,23.399999618530277
2020-03-26,26.871349878311158,24.42849988937378,21.9856499004364,24.13999938964844
2020-03-27,26.651899785995486,24.22899980545044,21.806099824905395,23.209999084472656
2020-03-30,26.42364980697632,24.021499824523925,21.619349842071532,24.09000015258789
2020-03-31,26.180549802780153,23.800499820709227,21.420449838638305,23.5
2020-04-01,25.82909983634949,23.480999851226805,21.132899866104125,22.51000022888184
2020-04-02,25.550249853134154,23.227499866485594,20.904749879837034,22.239999771118164
2020-04-03,25.402849941253663,23.09349994659424,20.784149951934815,22.6200008392334
2020-04-06,25.468299970626834,23.15299997329712,20.83769997596741,24.26000022888184
2020-04-07,25.39240001678467,23.084000015258788,20.77560001373291,24.530000686645508
2020-04-08,25.450149974823002,23.136499977111818,20.822849979400637,26.049999237060547
2020-04-09,25.757599983215336,23.415999984741212,21.074399986267093,27.93000030517578
"
3247,US,technical,"During June 08, 2023 to July 18, 2023, what percentage of days had Deckers Brands's low price less the middle channel of Moving Average Envelope? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,medium,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close,low
2023-05-11,81.73999786376953,81.57167053222656
2023-05-12,81.76333618164062,80.9366683959961
2023-05-15,81.91999816894531,81.2699966430664
2023-05-16,78.88833618164062,77.88500213623047
2023-05-17,78.3949966430664,77.40333557128906
2023-05-18,78.75166320800781,77.81666564941406
2023-05-19,75.79833221435547,73.62333679199219
2023-05-22,76.03333282470703,75.22666931152344
2023-05-23,74.79833221435547,73.94499969482422
2023-05-24,73.38833618164062,72.85166931152344
2023-05-25,75.00166320800781,73.52833557128906
2023-05-26,77.52999877929688,70.72666931152344
2023-05-30,81.5199966430664,78.36333465576172
2023-05-31,79.16666412353516,77.69667053222656
2023-06-01,77.50166320800781,77.375
2023-06-02,79.46333312988281,78.74666595458984
2023-06-05,80.95999908447266,79.55999755859375
2023-06-06,81.92333221435547,80.90333557128906
2023-06-07,83.02166748046875,81.84500122070312
2023-06-08,81.83000183105469,80.91166687011719
2023-06-09,81.38833618164062,80.96666717529297
2023-06-12,83.4816665649414,81.2750015258789
2023-06-13,81.78666687011719,81.55999755859375
2023-06-14,84.45500183105469,81.1866683959961
2023-06-15,85.336669921875,83.73999786376953
2023-06-16,85.45333099365234,84.63833618164062
2023-06-20,84.7249984741211,83.66500091552734
2023-06-21,85.02333068847656,84.79666900634766
2023-06-22,83.92500305175781,83.62333679199219
2023-06-23,84.35333251953125,82.85333251953125
2023-06-26,84.90666961669922,84.19166564941406
2023-06-27,85.33999633789062,84.73999786376953
2023-06-28,86.6866683959961,85.3949966430664
2023-06-29,85.66166687011719,85.46499633789062
2023-06-30,87.9433364868164,86.3316650390625
2023-07-03,88.57666778564453,88.08499908447266
2023-07-05,89.09833526611328,87.83000183105469
2023-07-06,88.32666778564453,87.16666412353516
2023-07-07,87.86333465576172,87.57499694824219
2023-07-10,90.14167022705078,88.13166809082031
2023-07-11,91.90333557128906,90.09500122070312
2023-07-12,92.22000122070312,91.42666625976562
2023-07-13,89.89833068847656,89.80833435058594
2023-07-14,90.58000183105467,89.93333435058594
2023-07-17,91.24166870117188,90.35333251953124
2023-07-18,91.11166381835938,90.27666473388672
","date,Upper,Middle,Lower,low
2023-06-08,86.86672397613525,78.96974906921386,71.07277416229248,80.91166687011719
2023-06-09,86.84738258361817,78.95216598510743,71.05694938659668,80.96666717529297
2023-06-12,86.94189075469971,79.03808250427247,71.13427425384522,81.2750015258789
2023-06-13,86.93455753326417,79.03141593933105,71.12827434539795,81.55999755859375
2023-06-14,87.24072414398194,79.30974922180175,71.37877429962158,81.1866683959961
2023-06-15,87.62251617431642,79.65683288574219,71.69114959716798,83.73999786376953
2023-06-16,87.99110790252685,79.99191627502441,71.99272464752197,84.63833618164062
2023-06-20,88.48207454681398,80.4382495880127,72.39442462921143,83.66500091552734
2023-06-21,88.97652442932129,80.88774948120117,72.79897453308105,84.79666900634766
2023-06-22,89.47849132537843,81.34408302307129,73.20967472076417,83.62333679199219
2023-06-23,90.0815661239624,81.89233283996582,73.70309955596923,82.85333251953125
2023-06-26,90.62634147644044,82.3875831604004,74.14882484436036,84.19166564941406
2023-06-27,91.0558913421631,82.77808303833008,74.50027473449707,84.73999786376953
2023-06-28,91.34005828857423,83.03641662597656,74.7327749633789,85.3949966430664
2023-06-29,91.69728343963624,83.36116676330566,75.0250500869751,85.46499633789062
2023-06-30,92.27157546997071,83.8832504272461,75.4949253845215,86.3316650390625
2023-07-03,92.77280887603762,84.33891716003419,75.90502544403077,88.08499908447266
2023-07-05,93.22041736602783,84.7458339691162,76.2712505722046,87.83000183105469
2023-07-06,93.57260082244873,85.06600074768066,76.5594006729126,87.16666412353516
2023-07-07,93.83889251708985,85.3080841064453,76.77727569580078,87.57499694824219
2023-07-10,94.29603427886964,85.72366752624512,77.15130077362062,88.13166809082031
2023-07-11,94.8743592453003,86.24941749572754,77.62447574615479,90.09500122070312
2023-07-12,95.35496765136719,86.68633422851562,78.01770080566406,91.42666625976562
2023-07-13,95.80110916137697,87.0919174194336,78.38272567749024,89.80833435058594
2023-07-14,96.13798416137696,87.39816741943359,78.65835067749023,89.93333435058594
2023-07-17,96.46275909423828,87.69341735839843,78.92407562255859,90.35333251953124
2023-07-18,96.77396739959718,87.9763339996338,79.17870059967042,90.27666473388672
"
3248,US,technical,"For Campbell's Company (The) from August 05, 2020 to October 03, 2020, what percentage of days had the open greater than the Moving Average Envelope lower channel? (Unit: %) (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",92.8571,medium,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close,low,open
2020-07-09,49.40999984741211,49.2599983215332,49.34000015258789
2020-07-10,50.27999877929688,49.5,49.5
2020-07-13,49.83000183105469,49.709999084472656,50.31999969482422
2020-07-14,50.310001373291016,49.5099983215332,49.5099983215332
2020-07-15,49.209999084472656,49.08000183105469,50.5099983215332
2020-07-16,49.54999923706055,49.16999816894531,49.16999816894531
2020-07-17,49.59999847412109,49.4900016784668,49.79999923706055
2020-07-20,49.220001220703125,48.869998931884766,49.5
2020-07-21,49.34999847412109,49.150001525878906,49.150001525878906
2020-07-22,49.34000015258789,48.290000915527344,49.43999862670898
2020-07-23,49.630001068115234,49.09999847412109,49.25
2020-07-24,49.400001525878906,49.209999084472656,49.75
2020-07-27,49.4900016784668,49.060001373291016,49.209999084472656
2020-07-28,50.22999954223633,49.5099983215332,49.5099983215332
2020-07-29,50.20000076293945,49.97999954223633,50.59999847412109
2020-07-30,49.310001373291016,49.09999847412109,50.150001525878906
2020-07-31,49.56999969482422,48.959999084472656,49.29999923706055
2020-08-03,49.709999084472656,49.43999862670898,49.68000030517578
2020-08-04,50.45000076293945,49.61000061035156,49.65999984741211
2020-08-05,49.7400016784668,49.40999984741211,50.290000915527344
2020-08-06,49.880001068115234,49.310001373291016,49.75
2020-08-07,49.970001220703125,49.2599983215332,49.900001525878906
2020-08-10,50.400001525878906,49.790000915527344,50.18000030517578
2020-08-11,49.77000045776367,49.68000030517578,50.34000015258789
2020-08-12,50.959999084472656,49.93000030517578,50.0
2020-08-13,51.18000030517578,50.52999877929688,50.9900016784668
2020-08-14,51.630001068115234,51.040000915527344,51.290000915527344
2020-08-17,52.27999877929688,51.40999984741211,51.650001525878906
2020-08-18,52.43999862670898,51.84999847412109,52.2599983215332
2020-08-19,52.380001068115234,52.22999954223633,52.470001220703125
2020-08-20,52.400001525878906,52.040000915527344,52.13999938964844
2020-08-21,52.540000915527344,52.040000915527344,52.540000915527344
2020-08-24,52.68999862670898,52.150001525878906,52.75
2020-08-25,53.02999877929688,52.540000915527344,53.0
2020-08-26,53.47999954223633,52.38999938964844,52.900001525878906
2020-08-27,53.290000915527344,53.2599983215332,53.5099983215332
2020-08-28,52.13999938964844,51.93000030517578,53.290000915527344
2020-08-31,52.61000061035156,52.02000045776367,52.34999847412109
2020-09-01,51.400001525878906,51.18999862670898,52.810001373291016
2020-09-02,52.45000076293945,51.34999847412109,51.70000076293945
2020-09-03,48.52999877929688,47.79999923706055,49.7400016784668
2020-09-04,47.58000183105469,46.709999084472656,48.90999984741211
2020-09-08,45.220001220703125,44.52999877929688,47.33000183105469
2020-09-09,45.59000015258789,45.43000030517578,45.81999969482422
2020-09-10,45.31999969482422,45.11000061035156,45.59999847412109
2020-09-11,45.5,44.970001220703125,45.29999923706055
2020-09-14,45.81999969482422,45.36000061035156,45.68999862670898
2020-09-15,45.52000045776367,45.310001373291016,45.88999938964844
2020-09-16,45.2599983215332,45.11000061035156,45.630001068115234
2020-09-17,45.59000015258789,44.88999938964844,45.22999954223633
2020-09-18,45.43999862670898,45.27000045776367,45.5
2020-09-21,46.06999969482422,45.27999877929688,45.29999923706055
2020-09-22,45.65999984741211,45.38999938964844,46.18000030517578
2020-09-23,45.18000030517578,45.18000030517578,45.86000061035156
2020-09-24,46.810001373291016,44.95000076293945,45.08000183105469
2020-09-25,47.560001373291016,46.52999877929688,46.72999954223633
2020-09-28,47.97999954223633,47.45000076293945,47.88999938964844
2020-09-29,48.02000045776367,47.720001220703125,48.119998931884766
2020-09-30,48.369998931884766,47.869998931884766,48.209999084472656
2020-10-01,48.52000045776367,46.9900016784668,48.310001373291016
2020-10-02,48.810001373291016,47.869998931884766,48.18999862670898
","date,Upper,Middle,Lower,open
2020-08-05,54.66065031051637,49.6915002822876,44.72235025405884,50.290000915527344
2020-08-06,54.68650037765504,49.71500034332276,44.743500308990484,49.75
2020-08-07,54.669450511932375,49.699500465393065,44.72955041885376,49.900001525878906
2020-08-10,54.7008004951477,49.728000450134275,44.755200405120846,50.18000030517578
2020-08-11,54.67110044479371,49.70100040435791,44.730900363922125,50.34000015258789
2020-08-12,54.767350444793706,49.78850040435791,44.809650363922124,50.0
2020-08-13,54.85700050354004,49.87000045776367,44.883000411987304,50.9900016784668
2020-08-14,54.968650646209724,49.97150058746338,44.974350528717046,51.290000915527344
2020-08-17,55.13695051193238,50.12450046539307,45.11205041885376,51.650001525878906
2020-08-18,55.30690052032472,50.279000473022464,45.25110042572022,52.2599983215332
2020-08-19,55.474100570678715,50.431000518798825,45.38790046691894,52.470001220703125
2020-08-20,55.62645059585572,50.56950054168701,45.51255048751831,52.13999938964844
2020-08-21,55.79915056228638,50.726500511169434,45.65385046005249,52.540000915527344
2020-08-24,55.9751503944397,50.88650035858154,45.79785032272339,52.75
2020-08-25,56.129150352478035,51.02650032043457,45.923850288391115,53.0
2020-08-26,56.30955028533936,51.190500259399414,46.07145023345947,52.900001525878906
2020-08-27,56.52845026016236,51.38950023651123,46.25055021286011,53.5099983215332
2020-08-28,56.66980024337769,51.51800022125244,46.3662001991272,53.290000915527344
2020-08-31,56.829300327301034,51.66300029754639,46.49670026779175,52.34999847412109
2020-09-01,56.881550369262705,51.71050033569336,46.539450302124024,52.810001373291016
2020-09-02,57.0306003189087,51.846000289916994,46.6614002609253,51.70000076293945
2020-09-03,56.95635019302369,51.778500175476076,46.60065015792847,49.7400016784668
2020-09-04,56.824900226593016,51.65900020599365,46.49310018539428,48.90999984741211
2020-09-08,56.540000209808355,51.400000190734865,46.26000017166138,47.33000183105469
2020-09-09,56.310100193023686,51.19100017547608,46.07190015792847,45.81999969482422
2020-09-10,55.99990022659302,50.90900020599365,45.818100185394286,45.59999847412109
2020-09-11,55.687500209808356,50.625000190734866,45.562500171661384,45.29999923706055
2020-09-14,55.36795013427734,50.33450012207031,45.30105010986328,45.68999862670898
2020-09-15,54.99615022659302,49.996500205993655,44.996850185394294,45.88999938964844
2020-09-16,54.601250209808356,49.63750019073486,44.673750171661375,45.630001068115234
2020-09-17,54.22780015945435,49.29800014495849,44.36820013046265,45.22999954223633
2020-09-18,53.845000000000006,48.95,44.05500000000001,45.5
2020-09-21,53.48914993286133,48.62649993896484,43.76384994506836,45.29999923706055
2020-09-22,53.102500000000006,48.275,43.4475,46.18000030517578
2020-09-23,52.670750083923345,47.882500076293944,43.09425006866455,45.86000061035156
2020-09-24,52.30390018463135,47.54900016784668,42.79410015106201,45.08000183105469
2020-09-25,51.98875020980835,47.26250019073486,42.53625017166138,46.72999954223633
2020-09-28,51.759950218200686,47.05450019836426,42.34905017852783,47.88999938964844
2020-09-29,51.50750020980835,46.82500019073486,42.142500171661375,48.119998931884766
2020-09-30,51.340850067138675,46.673500061035156,42.006150054931645,48.209999084472656
2020-10-01,51.12470005035401,46.477000045776364,41.82930004119873,48.310001373291016
2020-10-02,51.140100193023684,46.491000175476074,41.84190015792847,48.18999862670898
"
3249,US,technical,"Calculate the percentage of days where Las Vegas Sands's high was greater than the lower channel of Moving Average Envelope from December 21, 2022 to April 11, 2023. (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,medium,channel,Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9,"date,close,low,open,high
2022-11-23,43.060001373291016,42.27000045776367,42.84000015258789,43.209999084472656
2022-11-25,43.16999816894531,42.54999923706055,43.34000015258789,43.34000015258789
2022-11-28,43.650001525878906,42.59000015258789,44.34999847412109,44.650001525878906
2022-11-29,44.65999984741211,44.16999816894531,44.540000915527344,45.09999847412109
2022-11-30,46.84000015258789,45.09000015258789,45.16999816894531,46.90999984741211
2022-12-01,46.88999938964844,45.84000015258789,46.5,47.02999877929688
2022-12-02,47.959999084472656,46.130001068115234,46.25,48.31999969482422
2022-12-05,47.70000076293945,47.29999923706055,48.41999816894531,49.29999923706055
2022-12-06,46.79999923706055,46.720001220703125,47.7599983215332,47.880001068115234
2022-12-07,47.130001068115234,45.560001373291016,46.16999816894531,47.18999862670898
2022-12-08,48.310001373291016,47.709999084472656,48.5,49.72999954223633
2022-12-09,47.310001373291016,47.27000045776367,48.20000076293945,48.40999984741211
2022-12-12,48.36000061035156,46.33000183105469,46.91999816894531,48.369998931884766
2022-12-13,48.66999816894531,48.369998931884766,49.060001373291016,49.369998931884766
2022-12-14,48.75,48.209999084472656,48.4900016784668,49.119998931884766
2022-12-15,48.650001525878906,47.540000915527344,48.4900016784668,49.11000061035156
2022-12-16,47.4900016784668,47.40999984741211,48.20000076293945,48.5
2022-12-19,46.36000061035156,46.130001068115234,47.060001373291016,47.290000915527344
2022-12-20,46.380001068115234,45.869998931884766,46.2400016784668,46.7400016784668
2022-12-21,46.88999938964844,46.68999862670898,46.7400016784668,47.56999969482422
2022-12-22,46.52000045776367,46.11000061035156,46.84999847412109,47.220001220703125
2022-12-23,46.52000045776367,45.900001525878906,46.369998931884766,46.7400016784668
2022-12-27,48.459999084472656,46.97999954223633,47.15999984741211,48.75
2022-12-28,46.18000030517578,46.16999816894531,47.97999954223633,48.08000183105469
2022-12-29,47.08000183105469,46.34000015258789,46.540000915527344,47.91999816894531
2022-12-30,48.06999969482422,46.43999862670898,46.56999969482422,48.11000061035156
2023-01-03,49.33000183105469,48.540000915527344,49.290000915527344,49.77999877929688
2023-01-04,51.88999938964844,49.59999847412109,49.79999923706055,52.0
2023-01-05,51.52999877929688,51.11000061035156,51.43999862670898,52.47999954223633
2023-01-06,51.56999969482422,51.04999923706055,51.5,52.380001068115234
2023-01-09,52.77999877929688,51.93000030517578,51.97999954223633,52.88999938964844
2023-01-10,53.79999923706055,52.630001068115234,52.959999084472656,53.90999984741211
2023-01-11,53.2400016784668,52.5,52.83000183105469,53.52999877929688
2023-01-12,53.5,52.52999877929688,53.25,54.08000183105469
2023-01-13,54.970001220703125,52.959999084472656,53.0,55.040000915527344
2023-01-17,54.45000076293945,53.72999954223633,54.52000045776367,54.84999847412109
2023-01-18,54.380001068115234,54.09000015258789,54.61000061035156,55.0
2023-01-19,54.369998931884766,54.290000915527344,54.43999862670898,55.34000015258789
2023-01-20,54.56999969482422,54.18000030517578,54.29999923706055,54.95000076293945
2023-01-23,55.38999938964844,54.540000915527344,54.7599983215332,55.900001525878906
2023-01-24,55.470001220703125,54.56999969482422,54.97999954223633,55.540000915527344
2023-01-25,55.02000045776367,54.33000183105469,54.59999847412109,55.5099983215332
2023-01-26,58.369998931884766,55.790000915527344,57.220001220703125,58.88999938964844
2023-01-27,58.91999816894531,58.0099983215332,58.810001373291016,59.959999084472656
2023-01-30,57.880001068115234,57.220001220703125,57.86000061035156,58.0
2023-01-31,59.0,57.470001220703125,58.0,59.02000045776367
2023-02-01,58.91999816894531,57.4900016784668,59.650001525878906,60.34000015258789
2023-02-02,57.400001525878906,57.02000045776367,59.0,59.220001220703125
2023-02-03,58.08000183105469,56.90999984741211,57.25,58.470001220703125
2023-02-06,57.84999847412109,56.68999862670898,57.2400016784668,58.04999923706055
2023-02-07,58.040000915527344,56.83000183105469,57.869998931884766,58.369998931884766
2023-02-08,57.52999877929688,57.220001220703125,57.70000076293945,58.06999969482422
2023-02-09,57.52000045776367,57.41999816894531,59.11000061035156,60.29999923706055
2023-02-10,56.810001373291016,56.709999084472656,56.91999816894531,57.90999984741211
2023-02-13,57.52000045776367,57.02000045776367,57.18999862670898,58.18000030517578
2023-02-14,57.560001373291016,56.91999816894531,57.13999938964844,58.04999923706055
2023-02-15,56.54999923706055,56.34999847412109,56.900001525878906,57.16999816894531
2023-02-16,56.81999969482422,55.93000030517578,56.27999877929688,57.459999084472656
2023-02-17,56.02000045776367,55.75,56.25,56.540000915527344
2023-02-21,56.34999847412109,55.400001525878906,55.40999984741211,56.869998931884766
2023-02-22,57.34999847412109,56.040000915527344,56.18999862670898,57.61000061035156
2023-02-23,56.459999084472656,56.38999938964844,57.93999862670898,58.630001068115234
2023-02-24,56.150001525878906,55.27999877929688,55.59000015258789,56.34999847412109
2023-02-27,56.02000045776367,55.70000076293945,56.540000915527344,56.72999954223633
2023-02-28,57.470001220703125,56.060001373291016,56.060001373291016,57.54999923706055
2023-03-01,58.56999969482422,58.150001525878906,58.40999984741211,59.27999877929688
2023-03-02,60.16999816894531,58.27000045776367,58.27000045776367,60.33000183105469
2023-03-03,60.79999923706055,59.619998931884766,60.0099983215332,60.9900016784668
2023-03-06,59.93999862670898,59.58000183105469,60.54999923706055,60.65999984741211
2023-03-07,59.0,58.5,59.68999862670898,59.90999984741211
2023-03-08,59.04999923706055,58.560001373291016,59.0,59.34999847412109
2023-03-09,56.52000045776367,56.27999877929688,58.84999847412109,58.869998931884766
2023-03-10,56.209999084472656,54.7599983215332,56.02999877929688,57.18999862670898
2023-03-13,55.93999862670898,55.06999969482422,55.20000076293945,56.369998931884766
2023-03-14,55.880001068115234,55.540000915527344,56.459999084472656,56.790000915527344
2023-03-15,53.11000061035156,51.81999969482422,54.540000915527344,54.65999984741211
2023-03-16,54.470001220703125,52.31999969482422,52.93999862670898,54.66999816894531
2023-03-17,54.68999862670898,53.630001068115234,54.220001220703125,55.08000183105469
2023-03-20,54.959999084472656,54.52999877929688,54.56999969482422,55.970001220703125
2023-03-21,55.15999984741211,55.119998931884766,56.0,56.33000183105469
2023-03-22,54.43999862670898,54.41999816894531,55.4900016784668,55.7400016784668
2023-03-23,54.72999954223633,54.04999923706055,54.93999862670898,55.900001525878906
2023-03-24,54.34999847412109,53.41999816894531,54.11000061035156,54.459999084472656
2023-03-27,54.2599983215332,53.77000045776367,54.40999984741211,54.72999954223633
2023-03-28,54.58000183105469,53.970001220703125,54.68999862670898,55.150001525878906
2023-03-29,54.900001525878906,54.459999084472656,54.68999862670898,55.470001220703125
2023-03-30,55.540000915527344,54.61000061035156,55.41999816894531,55.54999923706055
2023-03-31,57.45000076293945,55.869998931884766,56.0,57.5099983215332
2023-04-03,58.720001220703125,58.33000183105469,59.61000061035156,60.29999923706055
2023-04-04,57.65999984741211,57.0099983215332,58.119998931884766,58.22999954223633
2023-04-05,56.54999923706055,56.02000045776367,57.72999954223633,57.72999954223633
2023-04-06,57.0099983215332,55.459999084472656,56.68000030517578,57.02000045776367
2023-04-10,57.02000045776367,56.650001525878906,56.75,57.47999954223633
2023-04-11,55.93000030517578,55.84999847412109,57.290000915527344,57.38999938964844
","date,Upper,Middle,Lower,high
2022-12-21,51.426650352478035,46.75150032043457,42.07635028839112,47.56999969482422
2022-12-22,51.616950302124025,46.9245002746582,42.23205024719238,47.220001220703125
2022-12-23,51.80120042800903,47.09200038909912,42.38280035018921,46.7400016784668
2022-12-27,52.06575029373169,47.332500267028806,42.59925024032593,48.75
2022-12-28,52.149350318908695,47.408500289916994,42.66765026092529,48.08000183105469
2022-12-29,52.16255041122437,47.42050037384033,42.6784503364563,47.91999816894531
2022-12-30,52.227450428009035,47.47950038909912,42.73155035018921,48.11000061035156
2023-01-03,52.302800579071054,47.548000526428225,42.793200473785404,49.77999877929688
2023-01-04,52.53325050354004,47.75750045776367,42.981750411987306,52.0
2023-01-05,52.79340047836304,47.99400043487549,43.194600391387944,52.47999954223633
2023-01-06,53.037600402832034,48.216000366210935,43.39440032958984,52.380001068115234
2023-01-09,53.283450260162354,48.43950023651123,43.595550212860104,52.88999938964844
2023-01-10,53.640400142669684,48.76400012969971,43.88760011672974,53.90999984741211
2023-01-11,53.908800201416014,49.008000183105466,44.10720016479492,53.52999877929688
2023-01-12,54.17445030212403,49.2495002746582,44.324550247192384,54.08000183105469
2023-01-13,54.5165503692627,49.56050033569336,44.60445030212403,55.040000915527344
2023-01-17,54.835550327301036,49.85050029754639,44.86545026779175,54.84999847412109
2023-01-18,55.214500293731696,50.19500026702881,45.17550024032593,55.0
2023-01-19,55.655050201416024,50.59550018310547,45.535950164794926,55.34000015258789
2023-01-20,56.105500125885015,51.00500011444092,45.90450010299683,54.95000076293945
2023-01-23,56.57300012588501,51.430000114440915,46.28700010299683,55.900001525878906
2023-01-24,57.065250167846685,51.87750015258789,46.689750137329106,55.540000915527344
2023-01-25,57.532750167846686,52.30250015258789,47.0722501373291,55.5099983215332
2023-01-26,58.07780015945435,52.79800014495849,47.518200130462645,58.88999938964844
2023-01-27,58.77850004196168,53.435000038146974,48.09150003433228,59.959999084472656
2023-01-30,59.37250000000001,53.975,48.5775,58.0
2023-01-31,59.973650016784674,54.52150001525879,49.06935001373291,59.02000045776367
2023-02-01,60.501099815368654,55.00099983215332,49.50089984893799,60.34000015258789
2023-02-02,60.804149932861336,55.27649993896485,49.748849945068365,59.220001220703125
2023-02-03,61.164400100708015,55.604000091552734,50.04360008239746,58.470001220703125
2023-02-06,61.509800033569334,55.918000030517575,50.326200027465816,58.04999923706055
2023-02-07,61.799100151062014,56.1810001373291,50.562900123596194,58.369998931884766
2023-02-08,62.004250125885015,56.367500114440915,50.73075010299682,58.06999969482422
2023-02-09,62.23965005874634,56.58150005340576,50.92335004806519,60.29999923706055
2023-02-10,62.421700134277344,56.74700012207031,51.07230010986328,57.90999984741211
2023-02-13,62.561950092315676,56.87450008392334,51.187050075531005,58.18000030517578
2023-02-14,62.73300012588501,57.03000011444092,51.32700010299683,58.04999923706055
2023-02-15,62.852350025177,57.13850002288818,51.424650020599366,57.16999816894531
2023-02-16,62.98710006713868,57.261000061035155,51.53490005493164,57.459999084472656
2023-02-17,63.06685010910035,57.33350009918213,51.60015008926392,56.540000915527344
2023-02-21,63.11965005874634,57.38150005340576,51.64335004806519,56.869998931884766
2023-02-22,63.22304990768433,57.47549991607666,51.727949924468994,57.61000061035156
2023-02-23,63.30224983215333,57.54749984741211,51.7927498626709,58.630001068115234
2023-02-24,63.180149974823,57.436499977111815,51.692849979400634,56.34999847412109
2023-02-27,63.02065010070801,57.291500091552734,51.562350082397465,56.72999954223633
2023-02-28,62.99810010910035,57.27100009918213,51.54390008926392,57.54999923706055
2023-03-01,62.97445009231568,57.24950008392334,51.524550075531,59.27999877929688
2023-03-02,63.04320009231568,57.31200008392334,51.580800075531,60.33000183105469
2023-03-03,63.23019996643067,57.48199996948242,51.73379997253418,60.9900016784668
2023-03-06,63.332499790191655,57.57499980926514,51.817499828338626,60.65999984741211
2023-03-07,63.395749874115,57.632499885559085,51.86924989700318,59.90999984741211
2023-03-08,63.45129978179933,57.682999801635745,51.91469982147217,59.34999847412109
2023-03-09,63.395749874115,57.632499885559085,51.86924989700318,58.869998931884766
2023-03-10,63.32369979858399,57.56699981689453,51.81029983520508,57.18999862670898
2023-03-13,63.27584964752198,57.52349967956543,51.77114971160889,56.369998931884766
2023-03-14,63.18564968109131,57.44149971008301,51.69734973907471,56.790000915527344
2023-03-15,62.94089963912964,57.21899967193603,51.49709970474243,54.65999984741211
2023-03-16,62.826499748229985,57.114999771118164,51.40349979400635,54.66999816894531
2023-03-17,62.70934968948365,57.008499717712404,51.30764974594116,55.08000183105469
2023-03-20,62.651049613952644,56.95549964904785,51.259949684143066,55.970001220703125
2023-03-21,62.585599689483644,56.8959997177124,51.20639974594116,56.33000183105469
2023-03-22,62.42554969787598,56.7504997253418,51.07544975280762,55.7400016784668
2023-03-23,62.330399723052984,56.66399974822998,50.99759977340699,55.900001525878906
2023-03-24,62.23139955520631,56.57399959564209,50.91659963607788,54.459999084472656
2023-03-27,62.134599437713625,56.485999488830565,50.83739953994751,54.72999954223633
2023-03-28,61.97564947128297,56.34149951934815,50.70734956741333,55.150001525878906
2023-03-29,61.77379957199097,56.15799961090088,50.54219964981079,55.470001220703125
2023-03-30,61.51914972305298,55.92649974822998,50.33384977340698,55.54999923706055
2023-03-31,61.334899806976324,55.758999824523926,50.183099842071535,57.5099983215332
2023-04-03,61.267799949646,55.69799995422363,50.12819995880127,60.29999923706055
2023-04-04,61.19409994125367,55.63099994659424,50.06789995193481,58.22999954223633
2023-04-05,61.056599941253666,55.50599994659424,49.955399951934815,57.72999954223633
2023-04-06,61.08354982376099,55.53049983978271,49.977449855804444,57.02000045776367
2023-04-10,61.128099899291996,55.57099990844726,50.01389991760254,57.47999954223633
2023-04-11,61.12754999160767,55.57049999237061,50.01344999313355,57.38999938964844
"
3250,US,technical,"What is the percentage of days where the open price is less than the middle channel of Donchian Channel for Vici Properties from April 27, 2021 to November 16, 2021? (Unit: %) (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",52.4476,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low,open
2021-03-30,28.21999931335449,27.6299991607666,27.770000457763672
2021-03-31,28.684999465942383,28.020000457763672,28.15999984741211
2021-04-01,28.850000381469727,28.309999465942383,28.670000076293945
2021-04-05,29.030000686645508,28.670000076293945,29.0
2021-04-06,29.239999771118164,28.780000686645508,29.100000381469727
2021-04-07,29.209999084472656,28.8700008392334,29.1299991607666
2021-04-08,29.40999984741211,28.920000076293945,29.26000022888184
2021-04-09,29.280000686645508,28.65999984741211,29.11000061035156
2021-04-12,28.950000762939453,28.350000381469727,28.729999542236328
2021-04-13,29.43000030517578,28.56999969482422,28.600000381469727
2021-04-14,29.51000022888184,28.729999542236328,29.43000030517578
2021-04-15,29.530000686645508,28.84000015258789,29.0
2021-04-16,30.024999618530277,29.40999984741211,29.530000686645508
2021-04-19,30.13999938964844,29.625,30.0
2021-04-20,30.200000762939453,29.790000915527344,30.01000022888184
2021-04-21,30.600000381469727,29.96999931335449,30.149999618530277
2021-04-22,30.670000076293945,30.25,30.51000022888184
2021-04-23,30.809999465942383,30.40999984741211,30.670000076293945
2021-04-26,31.1200008392334,30.729999542236328,30.93000030517578
2021-04-27,31.15999984741211,30.780000686645508,31.0
2021-04-28,31.700000762939453,31.18099975585937,31.26000022888184
2021-04-29,31.8799991607666,31.350000381469727,31.700000762939453
2021-04-30,31.8799991607666,31.31999969482422,31.59000015258789
2021-05-03,32.290000915527344,31.420000076293945,31.420000076293945
2021-05-04,32.130001068115234,31.290000915527344,32.04999923706055
2021-05-05,31.59000015258789,30.815000534057617,31.40999984741211
2021-05-06,31.25,30.61400032043457,31.18000030517578
2021-05-07,31.420000076293945,30.82999992370605,30.93000030517578
2021-05-10,31.725000381469727,31.280000686645508,31.600000381469727
2021-05-11,31.084999084472656,30.420000076293945,30.90999984741211
2021-05-12,30.790000915527344,29.59000015258789,30.5
2021-05-13,30.32999992370605,29.63999938964844,29.65999984741211
2021-05-14,31.0,30.07999992370605,30.280000686645508
2021-05-17,31.21999931335449,30.584999084472656,30.75
2021-05-18,31.40999984741211,30.770000457763672,31.350000381469727
2021-05-19,30.71999931335449,30.18000030517578,30.440000534057617
2021-05-20,31.2549991607666,30.59000015258789,30.68000030517578
2021-05-21,31.350000381469727,30.940000534057617,31.200000762939453
2021-05-24,31.59499931335449,31.11000061035156,31.299999237060547
2021-05-25,31.670000076293945,31.32999992370605,31.38999938964844
2021-05-26,31.65999984741211,31.190000534057617,31.25
2021-05-27,31.399999618530277,30.649999618530277,31.36000061035156
2021-05-28,31.21999931335449,30.8700008392334,31.040000915527344
2021-06-01,31.670000076293945,31.309999465942383,31.43000030517578
2021-06-02,31.86000061035156,31.450000762939453,31.84000015258789
2021-06-03,31.895000457763672,31.34499931335449,31.71999931335449
2021-06-04,32.0,31.565000534057617,32.0
2021-06-07,32.474998474121094,31.940000534057617,32.0
2021-06-08,33.33000183105469,32.20000076293945,32.22999954223633
2021-06-09,33.349998474121094,32.630001068115234,33.290000915527344
2021-06-10,32.91999816894531,32.5,32.68000030517578
2021-06-11,32.83000183105469,32.59000015258789,32.75
2021-06-14,33.02000045776367,32.68000030517578,32.810001373291016
2021-06-15,33.060001373291016,32.52000045776367,33.02000045776367
2021-06-16,33.040000915527344,32.560001373291016,32.630001068115234
2021-06-17,32.9900016784668,32.2400016784668,32.66999816894531
2021-06-18,32.41999816894531,31.200000762939453,32.060001373291016
2021-06-21,32.08000183105469,31.25,31.34000015258789
2021-06-22,32.279998779296875,31.8799991607666,32.11000061035156
2021-06-23,31.729999542236328,31.309999465942383,31.559999465942383
2021-06-24,31.540000915527344,31.06999969482422,31.459999084472656
2021-06-25,31.88999938964844,31.049999237060547,31.049999237060547
2021-06-28,32.040000915527344,31.030000686645508,32.02000045776367
2021-06-29,31.530000686645508,30.98500061035156,31.309999465942383
2021-06-30,31.399999618530277,30.90999984741211,31.0
2021-07-01,31.51000022888184,30.989999771118164,30.989999771118164
2021-07-02,31.530000686645508,31.030000686645508,31.21999931335449
2021-07-06,31.280000686645508,30.540000915527344,31.200000762939453
2021-07-07,31.15999984741211,30.700000762939453,30.82999992370605
2021-07-08,30.75,30.059999465942383,30.450000762939453
2021-07-09,31.44499969482422,30.920000076293945,30.989999771118164
2021-07-12,31.96999931335449,31.299999237060547,31.38999938964844
2021-07-13,31.90999984741211,31.290000915527344,31.90999984741211
2021-07-14,31.51499938964844,31.149999618530277,31.309999465942383
2021-07-15,31.475000381469727,31.0,31.07999992370605
2021-07-16,31.530000686645508,31.13999938964844,31.459999084472656
2021-07-19,30.75,30.09000015258789,30.700000762939453
2021-07-20,31.834999084472656,30.420000076293945,30.450000762939453
2021-07-21,32.290000915527344,31.75,31.780000686645508
2021-07-22,32.0,31.520000457763672,32.0
2021-07-23,31.9950008392334,31.739999771118164,31.920000076293945
2021-07-26,32.16999816894531,31.524999618530277,31.850000381469727
2021-07-27,31.799999237060547,31.36000061035156,31.5
2021-07-28,31.8700008392334,31.190000534057617,31.799999237060547
2021-07-29,31.825000762939453,30.950000762939453,31.31999969482422
2021-07-30,31.51000022888184,31.059999465942383,31.059999465942383
2021-08-02,31.770000457763672,30.645000457763672,31.420000076293945
2021-08-03,30.84000015258789,29.90999984741211,30.700000762939453
2021-08-04,30.290000915527344,29.26000022888184,30.11000061035156
2021-08-05,30.76000022888184,30.15999984741211,30.26000022888184
2021-08-06,30.88999938964844,30.13999938964844,30.649999618530277
2021-08-09,30.38999938964844,29.94300079345703,30.36000061035156
2021-08-10,30.6200008392334,29.75,30.26000022888184
2021-08-11,30.524999618530277,29.61000061035156,29.8799991607666
2021-08-12,30.459999084472656,30.030000686645508,30.420000076293945
2021-08-13,30.36000061035156,30.020000457763672,30.299999237060547
2021-08-16,30.13999938964844,29.8799991607666,30.040000915527344
2021-08-17,30.059999465942383,29.649999618530277,29.979999542236328
2021-08-18,29.989999771118164,29.63500022888184,29.93000030517578
2021-08-19,29.774999618530277,29.09000015258789,29.600000381469727
2021-08-20,29.479999542236328,28.959999084472656,29.209999084472656
2021-08-23,29.75,29.350000381469727,29.3799991607666
2021-08-24,29.549999237060547,29.274999618530277,29.420000076293945
2021-08-25,29.8799991607666,29.3700008392334,29.76000022888184
2021-08-26,30.030000686645508,29.479999542236328,29.690000534057617
2021-08-27,30.774999618530277,30.030000686645508,30.049999237060547
2021-08-30,30.75,30.270000457763672,30.459999084472656
2021-08-31,30.920000076293945,30.5,30.649999618530277
2021-09-01,31.5,30.920000076293945,31.059999465942383
2021-09-02,31.68000030517578,31.190000534057617,31.31999969482422
2021-09-03,32.11000061035156,31.459999084472656,31.729999542236328
2021-09-07,32.09000015258789,31.51000022888184,32.06999969482422
2021-09-08,31.790000915527344,31.3799991607666,31.5
2021-09-09,31.1299991607666,29.78499984741211,30.6299991607666
2021-09-10,30.38500022888184,29.459999084472656,29.559999465942383
2021-09-13,30.239999771118164,29.739999771118164,30.170000076293945
2021-09-14,30.274999618530277,29.61000061035156,30.100000381469727
2021-09-15,30.309999465942383,29.75,29.899999618530277
2021-09-16,30.350000381469727,29.915000915527344,30.1299991607666
2021-09-17,30.209999084472656,29.43000030517578,29.88999938964844
2021-09-20,29.700000762939453,29.18000030517578,29.290000915527344
2021-09-21,29.899999618530277,29.31999969482422,29.75
2021-09-22,30.030000686645508,29.43000030517578,29.43000030517578
2021-09-23,30.075000762939453,29.46500015258789,29.75
2021-09-24,30.05500030517578,29.604999542236328,29.920000076293945
2021-09-27,30.030000686645508,29.26000022888184,29.86000061035156
2021-09-28,29.2450008392334,28.479999542236328,29.15999984741211
2021-09-29,29.104999542236328,28.65999984741211,28.739999771118164
2021-09-30,29.06999969482422,28.399999618530277,28.959999084472656
2021-10-01,29.149999618530277,28.43000030517578,28.5
2021-10-04,29.3799991607666,28.84000015258789,29.0
2021-10-05,29.209999084472656,28.80500030517578,29.100000381469727
2021-10-06,29.520000457763672,28.709999084472656,28.8799991607666
2021-10-07,30.0,29.530000686645508,29.690000534057617
2021-10-08,29.770000457763672,29.170000076293945,29.59000015258789
2021-10-11,29.59000015258789,29.13999938964844,29.290000915527344
2021-10-12,29.88999938964844,29.350000381469727,29.38999938964844
2021-10-13,29.959999084472656,29.63999938964844,29.690000534057617
2021-10-14,30.184999465942383,29.95499992370605,30.11000061035156
2021-10-15,30.32999992370605,29.979999542236328,30.1299991607666
2021-10-18,30.25,29.75,30.01000022888184
2021-10-19,30.440000534057617,30.049999237060547,30.299999237060547
2021-10-20,30.36000061035156,30.020000457763672,30.26000022888184
2021-10-21,30.34000015258789,30.040000915527344,30.290000915527344
2021-10-22,30.51000022888184,30.06999969482422,30.270000457763672
2021-10-25,30.32999992370605,29.975000381469727,30.270000457763672
2021-10-26,30.489999771118164,30.149999618530277,30.25
2021-10-27,30.399999618530277,29.6299991607666,30.399999618530277
2021-10-28,30.05500030517578,29.3799991607666,29.850000381469727
2021-10-29,29.895000457763672,29.26000022888184,29.799999237060547
2021-11-01,29.655000686645508,29.1200008392334,29.350000381469727
2021-11-02,29.753999710083008,29.405000686645508,29.71999931335449
2021-11-03,29.86000061035156,29.36000061035156,29.549999237060547
2021-11-04,30.06999969482422,29.15999984741211,29.809999465942383
2021-11-05,29.920000076293945,29.420000076293945,29.600000381469727
2021-11-08,29.825000762939453,29.299999237060547,29.799999237060547
2021-11-09,29.61000061035156,29.100000381469727,29.549999237060547
2021-11-10,29.48500061035156,28.8700008392334,29.11000061035156
2021-11-11,29.170000076293945,28.780000686645508,28.989999771118164
2021-11-12,29.28499984741211,28.65999984741211,29.149999618530277
2021-11-15,29.559999465942383,28.899999618530277,28.920000076293945
2021-11-16,29.559999465942383,29.19499969482422,29.559999465942383
","date,Upper,Middle,Lower,open
2021-04-27,31.15999984741211,29.394999504089355,27.6299991607666,31.0
2021-04-28,31.700000762939453,29.860000610351562,28.020000457763672,31.26000022888184
2021-04-29,31.8799991607666,30.094999313354492,28.309999465942383,31.700000762939453
2021-04-30,31.8799991607666,30.114999771118164,28.350000381469727,31.59000015258789
2021-05-03,32.290000915527344,30.320000648498535,28.350000381469727,31.420000076293945
2021-05-04,32.290000915527344,30.320000648498535,28.350000381469727,32.04999923706055
2021-05-05,32.290000915527344,30.320000648498535,28.350000381469727,31.40999984741211
2021-05-06,32.290000915527344,30.320000648498535,28.350000381469727,31.18000030517578
2021-05-07,32.290000915527344,30.320000648498535,28.350000381469727,30.93000030517578
2021-05-10,32.290000915527344,30.43000030517578,28.56999969482422,31.600000381469727
2021-05-11,32.290000915527344,30.510000228881836,28.729999542236328,30.90999984741211
2021-05-12,32.290000915527344,30.565000534057617,28.84000015258789,30.5
2021-05-13,32.290000915527344,30.850000381469727,29.40999984741211,29.65999984741211
2021-05-14,32.290000915527344,30.940000534057617,29.59000015258789,30.280000686645508
2021-05-17,32.290000915527344,30.940000534057617,29.59000015258789,30.75
2021-05-18,32.290000915527344,30.940000534057617,29.59000015258789,31.350000381469727
2021-05-19,32.290000915527344,30.940000534057617,29.59000015258789,30.440000534057617
2021-05-20,32.290000915527344,30.940000534057617,29.59000015258789,30.68000030517578
2021-05-21,32.290000915527344,30.940000534057617,29.59000015258789,31.200000762939453
2021-05-24,32.290000915527344,30.940000534057617,29.59000015258789,31.299999237060547
2021-05-25,32.290000915527344,30.940000534057617,29.59000015258789,31.38999938964844
2021-05-26,32.290000915527344,30.940000534057617,29.59000015258789,31.25
2021-05-27,32.290000915527344,30.940000534057617,29.59000015258789,31.36000061035156
2021-05-28,32.290000915527344,30.940000534057617,29.59000015258789,31.040000915527344
2021-06-01,32.130001068115234,30.860000610351562,29.59000015258789,31.43000030517578
2021-06-02,31.86000061035156,30.725000381469727,29.59000015258789,31.84000015258789
2021-06-03,31.895000457763672,30.74250030517578,29.59000015258789,31.71999931335449
2021-06-04,32.0,30.795000076293945,29.59000015258789,32.0
2021-06-07,32.474998474121094,31.032499313354492,29.59000015258789,32.0
2021-06-08,33.33000183105469,31.46000099182129,29.59000015258789,32.22999954223633
2021-06-09,33.349998474121094,31.469999313354492,29.59000015258789,33.290000915527344
2021-06-10,33.349998474121094,31.494998931884766,29.63999938964844,32.68000030517578
2021-06-11,33.349998474121094,31.714999198913574,30.07999992370605,32.75
2021-06-14,33.349998474121094,31.764999389648438,30.18000030517578,32.810001373291016
2021-06-15,33.349998474121094,31.764999389648438,30.18000030517578,33.02000045776367
2021-06-16,33.349998474121094,31.764999389648438,30.18000030517578,32.630001068115234
2021-06-17,33.349998474121094,31.969999313354492,30.59000015258789,32.66999816894531
2021-06-18,33.349998474121094,31.999999046325684,30.649999618530277,32.060001373291016
2021-06-21,33.349998474121094,31.999999046325684,30.649999618530277,31.34000015258789
2021-06-22,33.349998474121094,31.999999046325684,30.649999618530277,32.11000061035156
2021-06-23,33.349998474121094,31.999999046325684,30.649999618530277,31.559999465942383
2021-06-24,33.349998474121094,31.999999046325684,30.649999618530277,31.459999084472656
2021-06-25,33.349998474121094,32.109999656677246,30.8700008392334,31.049999237060547
2021-06-28,33.349998474121094,32.1899995803833,31.030000686645508,32.02000045776367
2021-06-29,33.349998474121094,32.16749954223633,30.98500061035156,31.309999465942383
2021-06-30,33.349998474121094,32.1299991607666,30.90999984741211,31.0
2021-07-01,33.349998474121094,32.1299991607666,30.90999984741211,30.989999771118164
2021-07-02,33.349998474121094,32.1299991607666,30.90999984741211,31.21999931335449
2021-07-06,33.349998474121094,31.94499969482422,30.540000915527344,31.200000762939453
2021-07-07,33.349998474121094,31.94499969482422,30.540000915527344,30.82999992370605
2021-07-08,33.060001373291016,31.5600004196167,30.059999465942383,30.450000762939453
2021-07-09,33.060001373291016,31.5600004196167,30.059999465942383,30.989999771118164
2021-07-12,33.060001373291016,31.5600004196167,30.059999465942383,31.38999938964844
2021-07-13,33.060001373291016,31.5600004196167,30.059999465942383,31.90999984741211
2021-07-14,33.040000915527344,31.550000190734863,30.059999465942383,31.309999465942383
2021-07-15,32.9900016784668,31.52500057220459,30.059999465942383,31.07999992370605
2021-07-16,32.41999816894531,31.239998817443848,30.059999465942383,31.459999084472656
2021-07-19,32.279998779296875,31.16999912261963,30.059999465942383,30.700000762939453
2021-07-20,32.279998779296875,31.16999912261963,30.059999465942383,30.450000762939453
2021-07-21,32.290000915527344,31.175000190734863,30.059999465942383,31.780000686645508
2021-07-22,32.290000915527344,31.175000190734863,30.059999465942383,32.0
2021-07-23,32.290000915527344,31.175000190734863,30.059999465942383,31.920000076293945
2021-07-26,32.290000915527344,31.175000190734863,30.059999465942383,31.850000381469727
2021-07-27,32.290000915527344,31.175000190734863,30.059999465942383,31.5
2021-07-28,32.290000915527344,31.175000190734863,30.059999465942383,31.799999237060547
2021-07-29,32.290000915527344,31.175000190734863,30.059999465942383,31.31999969482422
2021-07-30,32.290000915527344,31.175000190734863,30.059999465942383,31.059999465942383
2021-08-02,32.290000915527344,31.175000190734863,30.059999465942383,31.420000076293945
2021-08-03,32.290000915527344,31.100000381469727,29.90999984741211,30.700000762939453
2021-08-04,32.290000915527344,30.77500057220459,29.26000022888184,30.11000061035156
2021-08-05,32.290000915527344,30.77500057220459,29.26000022888184,30.26000022888184
2021-08-06,32.290000915527344,30.77500057220459,29.26000022888184,30.649999618530277
2021-08-09,32.290000915527344,30.77500057220459,29.26000022888184,30.36000061035156
2021-08-10,32.290000915527344,30.77500057220459,29.26000022888184,30.26000022888184
2021-08-11,32.290000915527344,30.77500057220459,29.26000022888184,29.8799991607666
2021-08-12,32.290000915527344,30.77500057220459,29.26000022888184,30.420000076293945
2021-08-13,32.290000915527344,30.77500057220459,29.26000022888184,30.299999237060547
2021-08-16,32.290000915527344,30.77500057220459,29.26000022888184,30.040000915527344
2021-08-17,32.290000915527344,30.77500057220459,29.26000022888184,29.979999542236328
2021-08-18,32.16999816894531,30.714999198913574,29.26000022888184,29.93000030517578
2021-08-19,32.16999816894531,30.6299991607666,29.09000015258789,29.600000381469727
2021-08-20,32.16999816894531,30.564998626708984,28.959999084472656,29.209999084472656
2021-08-23,31.8700008392334,30.414999961853027,28.959999084472656,29.3799991607666
2021-08-24,31.8700008392334,30.414999961853027,28.959999084472656,29.420000076293945
2021-08-25,31.825000762939453,30.392499923706055,28.959999084472656,29.76000022888184
2021-08-26,31.770000457763672,30.364999771118164,28.959999084472656,29.690000534057617
2021-08-27,31.770000457763672,30.364999771118164,28.959999084472656,30.049999237060547
2021-08-30,30.88999938964844,29.924999237060547,28.959999084472656,30.459999084472656
2021-08-31,30.920000076293945,29.9399995803833,28.959999084472656,30.649999618530277
2021-09-01,31.5,30.229999542236328,28.959999084472656,31.059999465942383
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2021-09-07,32.11000061035156,30.53499984741211,28.959999084472656,32.06999969482422
2021-09-08,32.11000061035156,30.53499984741211,28.959999084472656,31.5
2021-09-09,32.11000061035156,30.53499984741211,28.959999084472656,30.6299991607666
2021-09-10,32.11000061035156,30.53499984741211,28.959999084472656,29.559999465942383
2021-09-13,32.11000061035156,30.53499984741211,28.959999084472656,30.170000076293945
2021-09-14,32.11000061035156,30.53499984741211,28.959999084472656,30.100000381469727
2021-09-15,32.11000061035156,30.53499984741211,28.959999084472656,29.899999618530277
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2021-09-17,32.11000061035156,30.53499984741211,28.959999084472656,29.88999938964844
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2021-09-21,32.11000061035156,30.645000457763672,29.18000030517578,29.75
2021-09-22,32.11000061035156,30.645000457763672,29.18000030517578,29.43000030517578
2021-09-23,32.11000061035156,30.645000457763672,29.18000030517578,29.75
2021-09-24,32.11000061035156,30.645000457763672,29.18000030517578,29.920000076293945
2021-09-27,32.11000061035156,30.645000457763672,29.18000030517578,29.86000061035156
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2021-09-29,32.11000061035156,30.295000076293945,28.479999542236328,28.739999771118164
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2021-10-04,32.09000015258789,30.244999885559082,28.399999618530277,29.0
2021-10-05,31.790000915527344,30.09500026702881,28.399999618530277,29.100000381469727
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2021-10-07,30.38500022888184,29.39249992370606,28.399999618530277,29.690000534057617
2021-10-08,30.350000381469727,29.375,28.399999618530277,29.59000015258789
2021-10-11,30.350000381469727,29.375,28.399999618530277,29.290000915527344
2021-10-12,30.350000381469727,29.375,28.399999618530277,29.38999938964844
2021-10-13,30.350000381469727,29.375,28.399999618530277,29.690000534057617
2021-10-14,30.209999084472656,29.304999351501465,28.399999618530277,30.11000061035156
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2021-10-18,30.32999992370605,29.364999771118164,28.399999618530277,30.01000022888184
2021-10-19,30.440000534057617,29.420000076293945,28.399999618530277,30.299999237060547
2021-10-20,30.440000534057617,29.420000076293945,28.399999618530277,30.26000022888184
2021-10-21,30.440000534057617,29.420000076293945,28.399999618530277,30.290000915527344
2021-10-22,30.51000022888184,29.45499992370606,28.399999618530277,30.270000457763672
2021-10-25,30.51000022888184,29.45499992370606,28.399999618530277,30.270000457763672
2021-10-26,30.51000022888184,29.45499992370606,28.399999618530277,30.25
2021-10-27,30.51000022888184,29.45499992370606,28.399999618530277,30.399999618530277
2021-10-28,30.51000022888184,29.47000026702881,28.43000030517578,29.850000381469727
2021-10-29,30.51000022888184,29.609999656677246,28.709999084472656,29.799999237060547
2021-11-01,30.51000022888184,29.609999656677246,28.709999084472656,29.350000381469727
2021-11-02,30.51000022888184,29.609999656677246,28.709999084472656,29.71999931335449
2021-11-03,30.51000022888184,29.815000534057617,29.1200008392334,29.549999237060547
2021-11-04,30.51000022888184,29.815000534057617,29.1200008392334,29.809999465942383
2021-11-05,30.51000022888184,29.815000534057617,29.1200008392334,29.600000381469727
2021-11-08,30.51000022888184,29.815000534057617,29.1200008392334,29.799999237060547
2021-11-09,30.51000022888184,29.80500030517578,29.100000381469727,29.549999237060547
2021-11-10,30.51000022888184,29.690000534057617,28.8700008392334,29.11000061035156
2021-11-11,30.51000022888184,29.645000457763672,28.780000686645508,28.989999771118164
2021-11-12,30.51000022888184,29.585000038146973,28.65999984741211,29.149999618530277
2021-11-15,30.51000022888184,29.585000038146973,28.65999984741211,28.920000076293945
2021-11-16,30.51000022888184,29.585000038146973,28.65999984741211,29.559999465942383
"
3251,US,technical,"From July 21, 2019 to June 29, 2020, what proportion of days had Micron Technology's open less than the upper of Donchian Channel? (Unit: %) (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low,open
2019-06-24,34.08000183105469,33.02000045776367,33.20000076293945
2019-06-25,33.880001068115234,32.61000061035156,33.349998474121094
2019-06-26,37.61000061035156,35.70000076293945,35.869998931884766
2019-06-27,38.33000183105469,36.5099983215332,36.84999847412109
2019-06-28,39.400001525878906,38.04999923706055,39.36000061035156
2019-07-01,41.709999084472656,39.7400016784668,41.15999984741211
2019-07-02,40.02999877929688,39.02999877929688,39.619998931884766
2019-07-03,39.77000045776367,39.16999816894531,39.619998931884766
2019-07-05,39.560001373291016,38.79999923706055,38.95000076293945
2019-07-08,40.61000061035156,38.93999862670898,39.02999877929688
2019-07-09,41.40999984741211,40.08000183105469,40.130001068115234
2019-07-10,44.0,42.040000915527344,42.22999954223633
2019-07-11,43.540000915527344,42.43999862670898,43.220001220703125
2019-07-12,44.70000076293945,43.36000061035156,43.75
2019-07-15,45.27000045776367,43.709999084472656,44.68999862670898
2019-07-16,44.09999847412109,42.93000030517578,44.04999923706055
2019-07-17,43.75,42.59999847412109,43.0
2019-07-18,44.93000030517578,43.5,43.61000061035156
2019-07-19,46.0,44.630001068115234,45.130001068115234
2019-07-22,47.43000030517578,46.310001373291016,46.5
2019-07-23,47.13999938964844,46.22999954223633,46.77999877929688
2019-07-24,48.22999954223633,46.81999969482422,46.95000076293945
2019-07-25,48.70000076293945,47.59000015258789,48.400001525878906
2019-07-26,48.130001068115234,47.09000015258789,47.93999862670898
2019-07-29,46.970001220703125,45.84999847412109,46.869998931884766
2019-07-30,47.68000030517578,46.20000076293945,46.880001068115234
2019-07-31,46.790000915527344,44.43999862670898,46.709999084472656
2019-08-01,45.959999084472656,42.84000015258789,45.0
2019-08-02,44.40999984741211,42.220001220703125,42.63999938964844
2019-08-05,42.5099983215332,41.36000061035156,42.400001525878906
2019-08-06,43.18999862670898,41.68999862670898,42.66999816894531
2019-08-07,42.95000076293945,40.70000076293945,42.0099983215332
2019-08-08,42.7599983215332,41.66999816894531,42.09000015258789
2019-08-09,42.2400016784668,40.869998931884766,42.040000915527344
2019-08-12,42.400001525878906,40.970001220703125,41.04999923706055
2019-08-13,45.08000183105469,42.5099983215332,42.619998931884766
2019-08-14,43.150001525878906,41.65999984741211,42.880001068115234
2019-08-15,42.560001373291016,41.5,42.34000015258789
2019-08-16,43.880001068115234,42.54999923706055,42.63999938964844
2019-08-19,45.369998931884766,44.34000015258789,44.66999816894531
2019-08-20,44.970001220703125,44.040000915527344,44.84999847412109
2019-08-21,45.0,43.900001525878906,44.810001373291016
2019-08-22,45.45000076293945,44.04999923706055,44.5
2019-08-23,44.970001220703125,42.65999984741211,43.88999938964844
2019-08-26,43.77000045776367,43.15999984741211,43.7400016784668
2019-08-27,43.79999923706055,42.34999847412109,43.709999084472656
2019-08-28,43.2599983215332,41.7599983215332,42.09999847412109
2019-08-29,45.220001220703125,43.90999984741211,43.9900016784668
2019-08-30,45.93000030517578,45.04999923706055,45.119998931884766
2019-09-03,45.33000183105469,44.43999862670898,44.59999847412109
2019-09-04,47.5,46.400001525878906,46.45000076293945
2019-09-05,49.63999938964844,47.88999938964844,47.900001525878906
2019-09-06,49.5,48.70000076293945,48.86000061035156
2019-09-09,50.0,48.86000061035156,49.540000915527344
2019-09-10,49.93999862670898,48.5,49.369998931884766
2019-09-11,51.38999938964844,49.84000015258789,50.02000045776367
2019-09-12,51.119998931884766,50.09999847412109,50.79999923706055
2019-09-13,50.95000076293945,50.060001373291016,50.5099983215332
2019-09-16,50.2400016784668,49.02000045776367,49.52999877929688
2019-09-17,50.90999984741211,49.93000030517578,50.18000030517578
2019-09-18,51.16999816894531,49.68999862670898,51.0
2019-09-19,51.29999923706055,49.75,51.16999816894531
2019-09-20,50.45000076293945,48.77000045776367,50.34000015258789
2019-09-23,50.18999862670898,49.47999954223633,49.540000915527344
2019-09-24,49.900001525878906,48.04999923706055,49.7400016784668
2019-09-25,49.70000076293945,47.86000061035156,48.470001220703125
2019-09-26,49.7400016784668,48.130001068115234,49.380001068115234
2019-09-27,45.91999816894531,42.90999984741211,45.900001525878906
2019-09-30,43.470001220703125,42.58000183105469,43.0
2019-10-01,43.34000015258789,41.75,43.09999847412109
2019-10-02,42.66999816894531,41.7599983215332,41.81999969482422
2019-10-03,43.4900016784668,41.7599983215332,42.0
2019-10-04,44.619998931884766,43.290000915527344,43.709999084472656
2019-10-07,44.72999954223633,44.060001373291016,44.29999923706055
2019-10-08,43.84000015258789,42.619998931884766,43.59999847412109
2019-10-09,43.380001068115234,42.83000183105469,43.18000030517578
2019-10-10,43.790000915527344,42.61000061035156,42.869998931884766
2019-10-11,45.81999969482422,44.27999877929688,44.38999938964844
2019-10-14,45.33000183105469,44.79999923706055,44.959999084472656
2019-10-15,46.54999923706055,45.040000915527344,45.209999084472656
2019-10-16,46.54999923706055,45.08000183105469,45.9900016784668
2019-10-17,46.119998931884766,45.27999877929688,45.77000045776367
2019-10-18,44.97999954223633,43.22999954223633,44.83000183105469
2019-10-21,45.29999923706055,43.91999816894531,43.959999084472656
2019-10-22,45.70000076293945,44.619998931884766,45.29999923706055
2019-10-23,44.81999969482422,43.95000076293945,44.04999923706055
2019-10-24,47.15999984741211,45.58000183105469,45.900001525878906
2019-10-25,48.27000045776367,46.91999816894531,47.27999877929688
2019-10-28,48.75,48.22999954223633,48.5
2019-10-29,49.16999816894531,48.060001373291016,48.79999923706055
2019-10-30,48.34000015258789,47.2599983215332,48.220001220703125
2019-10-31,47.880001068115234,46.459999084472656,47.27999877929688
2019-11-01,48.540000915527344,47.25,47.47999954223633
2019-11-04,49.900001525878906,49.25,49.38999938964844
2019-11-05,49.720001220703125,48.61000061035156,49.619998931884766
2019-11-06,48.29999923706055,47.11000061035156,48.150001525878906
2019-11-07,49.08000183105469,48.0,48.52000045776367
2019-11-08,48.0099983215332,46.95000076293945,47.560001373291016
2019-11-11,46.7400016784668,45.84999847412109,46.720001220703125
2019-11-12,47.68000030517578,46.68000030517578,46.79999923706055
2019-11-13,46.54999923706055,45.810001373291016,46.5
2019-11-14,46.83000183105469,45.77000045776367,46.119998931884766
2019-11-15,48.52000045776367,47.34000015258789,47.59999847412109
2019-11-18,48.40999984741211,47.470001220703125,47.95000076293945
2019-11-19,48.18000030517578,46.27999877929688,48.11000061035156
2019-11-20,46.5,45.22999954223633,46.150001525878906
2019-11-21,46.18000030517578,45.040000915527344,45.29999923706055
2019-11-22,46.380001068115234,45.75,45.93000030517578
2019-11-25,47.54999923706055,45.93999862670898,46.09999847412109
2019-11-26,47.66999816894531,46.540000915527344,47.650001525878906
2019-11-27,48.27000045776367,47.11000061035156,47.34999847412109
2019-11-29,47.95000076293945,47.43999862670898,47.93999862670898
2019-12-02,47.95000076293945,46.34999847412109,47.56999969482422
2019-12-03,45.400001525878906,44.54999923706055,45.119998931884766
2019-12-04,46.59999847412109,45.72999954223633,46.18000030517578
2019-12-05,47.400001525878906,46.25,46.709999084472656
2019-12-06,48.33000183105469,47.31999969482422,47.43999862670898
2019-12-09,47.77000045776367,46.43000030517578,47.56999969482422
2019-12-10,47.91999816894531,46.720001220703125,47.040000915527344
2019-12-11,49.34000015258789,47.68999862670898,47.75
2019-12-12,51.33000183105469,49.31999969482422,49.36000061035156
2019-12-13,52.31999969482422,50.70000076293945,51.02000045776367
2019-12-16,54.29999923706055,52.68999862670898,52.7599983215332
2019-12-17,54.0,52.650001525878906,53.9900016784668
2019-12-18,53.720001220703125,52.369998931884766,53.0
2019-12-19,55.290000915527344,53.900001525878906,55.0099983215332
2019-12-20,55.93000030517578,54.630001068115234,54.900001525878906
2019-12-23,56.11000061035156,55.13999938964844,55.22999954223633
2019-12-24,55.63999938964844,55.040000915527344,55.45000076293945
2019-12-26,55.650001525878906,54.90999984741211,55.45000076293945
2019-12-27,55.52999877929688,53.88999938964844,55.2400016784668
2019-12-30,53.880001068115234,52.65999984741211,53.77000045776367
2019-12-31,53.900001525878906,52.77999877929688,52.90999984741211
2020-01-02,55.4900016784668,54.5099983215332,54.84999847412109
2020-01-03,55.310001373291016,54.0,54.15999984741211
2020-01-06,54.13999938964844,53.15999984741211,53.75
2020-01-07,58.400001525878906,55.36000061035156,55.380001068115234
2020-01-08,58.38999938964844,57.060001373291016,58.09000015258789
2020-01-09,58.47999954223633,56.47999954223633,58.31999969482422
2020-01-10,57.5,56.27000045776367,57.470001220703125
2020-01-13,57.77999877929688,56.86000061035156,57.0099983215332
2020-01-14,58.29999923706055,56.459999084472656,57.79999923706055
2020-01-15,57.119998931884766,55.84000015258789,57.02999877929688
2020-01-16,57.84000015258789,56.7599983215332,56.79999923706055
2020-01-17,58.119998931884766,57.0099983215332,58.02000045776367
2020-01-21,59.18000030517578,57.27000045776367,57.369998931884766
2020-01-22,60.25,58.84999847412109,59.52000045776367
2020-01-23,60.560001373291016,59.02999877929688,60.33000183105469
2020-01-24,60.02000045776367,57.2400016784668,60.0
2020-01-27,55.9900016784668,54.619998931884766,55.150001525878906
2020-01-28,56.77999877929688,55.2400016784668,56.25
2020-01-29,57.18999862670898,55.290000915527344,55.9900016784668
2020-01-30,55.06999969482422,53.220001220703125,54.18000030517578
2020-01-31,55.20000076293945,52.70000076293945,55.150001525878906
2020-02-03,54.11000061035156,53.0,53.25
2020-02-04,56.02000045776367,54.93999862670898,55.290000915527344
2020-02-05,57.2599983215332,55.81999969482422,57.02000045776367
2020-02-06,59.16999816894531,57.40999984741211,58.08000183105469
2020-02-07,58.0,56.77000045776367,57.970001220703125
2020-02-10,57.34000015258789,56.20000076293945,56.29999923706055
2020-02-11,58.84000015258789,56.33000183105469,57.880001068115234
2020-02-12,61.18999862670898,58.900001525878906,59.040000915527344
2020-02-13,60.630001068115234,58.86000061035156,59.0099983215332
2020-02-14,60.560001373291016,58.2599983215332,60.15999984741211
2020-02-18,58.040000915527344,56.619998931884766,57.06999969482422
2020-02-19,60.25,58.560001373291016,58.58000183105469
2020-02-20,59.9900016784668,57.68999862670898,59.880001068115234
2020-02-21,58.72999954223633,55.88999938964844,58.630001068115234
2020-02-24,55.459999084472656,52.61000061035156,53.310001373291016
2020-02-25,55.45000076293945,51.54999923706055,54.84000015258789
2020-02-26,54.27000045776367,51.880001068115234,52.650001525878906
2020-02-27,52.84999847412109,49.9900016784668,50.630001068115234
2020-02-28,52.91999816894531,48.38999938964844,48.650001525878906
2020-03-02,54.68999862670898,52.09999847412109,53.20000076293945
2020-03-03,55.400001525878906,51.09999847412109,54.59999847412109
2020-03-04,55.380001068115234,52.209999084472656,53.02000045776367
2020-03-05,55.61000061035156,53.34000015258789,53.45000076293945
2020-03-06,53.18999862670898,50.0,52.20000076293945
2020-03-09,48.59999847412109,44.91999816894531,45.47999954223633
2020-03-10,48.2599983215332,45.290000915527344,48.150001525878906
2020-03-11,46.31999969482422,42.84999847412109,46.20000076293945
2020-03-12,42.540000915527344,38.0,39.400001525878906
2020-03-13,43.02000045776367,38.34999847412109,41.56999969482422
2020-03-16,39.13999938964844,34.45000076293945,37.34999847412109
2020-03-17,39.130001068115234,34.02000045776367,35.4900016784668
2020-03-18,36.560001373291016,31.1299991607666,34.2599983215332
2020-03-19,37.29999923706055,33.650001525878906,34.65999984741211
2020-03-20,38.59000015258789,35.84000015258789,37.77000045776367
2020-03-23,39.470001220703125,35.689998626708984,36.9900016784668
2020-03-24,44.41999816894531,41.13999938964844,41.81999969482422
2020-03-25,44.880001068115234,40.02999877929688,43.90999984741211
2020-03-26,45.75,43.33000183105469,44.900001525878906
2020-03-27,45.27999877929688,42.310001373291016,43.25
2020-03-30,45.56999969482422,43.150001525878906,44.16999816894531
2020-03-31,45.16999816894531,41.90999984741211,44.400001525878906
2020-04-01,42.29999923706055,39.33000183105469,40.54999923706055
2020-04-02,41.59000015258789,39.52000045776367,39.790000915527344
2020-04-03,41.86000061035156,40.54999923706055,40.970001220703125
2020-04-06,46.68999862670898,43.34000015258789,43.34999847412109
2020-04-07,48.369998931884766,46.040000915527344,48.09000015258789
2020-04-08,48.68999862670898,46.79999923706055,47.08000183105469
2020-04-09,49.810001373291016,45.34999847412109,49.29999923706055
2020-04-13,46.38999938964844,44.38999938964844,44.900001525878906
2020-04-14,48.380001068115234,46.619998931884766,47.0
2020-04-15,46.65999984741211,45.63999938964844,46.400001525878906
2020-04-16,47.20000076293945,44.65999984741211,47.02000045776367
2020-04-17,46.88999938964844,44.84999847412109,46.77999877929688
2020-04-20,45.08000183105469,43.29999923706055,44.52000045776367
2020-04-21,43.06999969482422,41.18999862670898,43.0
2020-04-22,44.20000076293945,42.75,43.11000061035156
2020-04-23,44.720001220703125,43.41999816894531,43.81999969482422
2020-04-24,44.31999969482422,42.97999954223633,43.79999923706055
2020-04-27,45.38999938964844,44.58000183105469,45.0
2020-04-28,47.68999862670898,45.27999877929688,46.209999084472656
2020-04-29,50.13999938964844,46.33000183105469,46.58000183105469
2020-04-30,49.58000183105469,47.369998931884766,49.47999954223633
2020-05-01,46.91999816894531,44.52000045776367,46.36000061035156
2020-05-04,44.68999862670898,43.61000061035156,44.18999862670898
2020-05-05,46.95000076293945,45.11000061035156,45.45000076293945
2020-05-06,47.119998931884766,45.91999816894531,46.06999969482422
2020-05-07,47.5,46.34000015258789,47.119998931884766
2020-05-08,48.459999084472656,47.290000915527344,47.290000915527344
2020-05-11,48.72999954223633,47.43999862670898,47.7400016784668
2020-05-12,48.560001373291016,45.63999938964844,48.52000045776367
2020-05-13,45.880001068115234,42.95000076293945,45.869998931884766
2020-05-14,45.77999877929688,42.5099983215332,43.060001373291016
2020-05-15,44.77999877929688,43.2400016784668,43.27999877929688
2020-05-18,46.150001525878906,44.95000076293945,45.83000183105469
2020-05-19,46.22999954223633,45.02000045776367,45.77999877929688
2020-05-20,47.040000915527344,46.09000015258789,46.5099983215332
2020-05-21,46.56999969482422,44.7599983215332,46.5
2020-05-22,45.310001373291016,44.2400016784668,45.150001525878906
2020-05-26,46.68999862670898,45.45000076293945,46.220001220703125
2020-05-27,49.58000183105469,43.900001525878906,45.95000076293945
2020-05-28,48.790000915527344,46.06999969482422,48.70000076293945
2020-05-29,48.02000045776367,46.209999084472656,46.619998931884766
2020-06-01,47.66999816894531,46.31999969482422,47.4900016784668
2020-06-02,46.84999847412109,45.56999969482422,46.4900016784668
2020-06-03,49.41999816894531,47.45000076293945,48.040000915527344
2020-06-04,51.97999954223633,48.59999847412109,48.86000061035156
2020-06-05,54.81999969482422,52.59000015258789,52.65999984741211
2020-06-08,54.63999938964844,52.22999954223633,54.5
2020-06-09,53.5,52.45000076293945,52.650001525878906
2020-06-10,53.29999923706055,51.56999969482422,52.91999816894531
2020-06-11,51.09000015258789,48.20000076293945,50.41999816894531
2020-06-12,50.47999954223633,47.36000061035156,50.290000915527344
2020-06-15,49.72999954223633,47.09999847412109,47.36000061035156
2020-06-16,52.150001525878906,49.86000061035156,51.15999984741211
2020-06-17,51.5099983215332,50.540000915527344,51.29999923706055
2020-06-18,51.040000915527344,50.02000045776367,50.5
2020-06-19,52.75,50.75,51.15999984741211
2020-06-22,51.400001525878906,50.2400016784668,51.09999847412109
2020-06-23,50.88999938964844,49.56999969482422,50.68999862670898
2020-06-24,50.09999847412109,48.02000045776367,49.650001525878906
2020-06-25,49.310001373291016,47.27999877929688,48.2400016784668
2020-06-26,49.34999847412109,48.13999938964844,49.150001525878906
2020-06-29,49.150001525878906,47.58000183105469,48.68999862670898
","date,Upper,Middle,Lower,open
2019-07-22,47.43000030517578,40.02000045776367,32.61000061035156,46.5
2019-07-23,47.43000030517578,40.02000045776367,32.61000061035156,46.77999877929688
2019-07-24,48.22999954223633,41.96500015258789,35.70000076293945,46.95000076293945
2019-07-25,48.70000076293945,42.60499954223633,36.5099983215332,48.400001525878906
2019-07-26,48.70000076293945,43.375,38.04999923706055,47.93999862670898
2019-07-29,48.70000076293945,43.75,38.79999923706055,46.869998931884766
2019-07-30,48.70000076293945,43.75,38.79999923706055,46.880001068115234
2019-07-31,48.70000076293945,43.75,38.79999923706055,46.709999084472656
2019-08-01,48.70000076293945,43.75,38.79999923706055,45.0
2019-08-02,48.70000076293945,43.81999969482422,38.93999862670898,42.63999938964844
2019-08-05,48.70000076293945,44.39000129699707,40.08000183105469,42.400001525878906
2019-08-06,48.70000076293945,45.03000068664551,41.36000061035156,42.66999816894531
2019-08-07,48.70000076293945,44.70000076293945,40.70000076293945,42.0099983215332
2019-08-08,48.70000076293945,44.70000076293945,40.70000076293945,42.09000015258789
2019-08-09,48.70000076293945,44.70000076293945,40.70000076293945,42.040000915527344
2019-08-12,48.70000076293945,44.70000076293945,40.70000076293945,41.04999923706055
2019-08-13,48.70000076293945,44.70000076293945,40.70000076293945,42.619998931884766
2019-08-14,48.70000076293945,44.70000076293945,40.70000076293945,42.880001068115234
2019-08-15,48.70000076293945,44.70000076293945,40.70000076293945,42.34000015258789
2019-08-16,48.70000076293945,44.70000076293945,40.70000076293945,42.63999938964844
2019-08-19,48.70000076293945,44.70000076293945,40.70000076293945,44.66999816894531
2019-08-20,48.70000076293945,44.70000076293945,40.70000076293945,44.84999847412109
2019-08-21,48.70000076293945,44.70000076293945,40.70000076293945,44.810001373291016
2019-08-22,48.130001068115234,44.415000915527344,40.70000076293945,44.5
2019-08-23,47.68000030517578,44.19000053405762,40.70000076293945,43.88999938964844
2019-08-26,47.68000030517578,44.19000053405762,40.70000076293945,43.7400016784668
2019-08-27,46.790000915527344,43.7450008392334,40.70000076293945,43.709999084472656
2019-08-28,45.959999084472656,43.329999923706055,40.70000076293945,42.09999847412109
2019-08-29,45.45000076293945,43.07500076293945,40.70000076293945,43.9900016784668
2019-08-30,45.93000030517578,43.31500053405762,40.70000076293945,45.119998931884766
2019-09-03,45.93000030517578,43.31500053405762,40.70000076293945,44.59999847412109
2019-09-04,47.5,44.10000038146973,40.70000076293945,46.45000076293945
2019-09-05,49.63999938964844,45.2549991607666,40.869998931884766,47.900001525878906
2019-09-06,49.63999938964844,45.2549991607666,40.869998931884766,48.86000061035156
2019-09-09,50.0,45.48500061035156,40.970001220703125,49.540000915527344
2019-09-10,50.0,45.75,41.5,49.369998931884766
2019-09-11,51.38999938964844,46.44499969482422,41.5,50.02000045776367
2019-09-12,51.38999938964844,46.44499969482422,41.5,50.79999923706055
2019-09-13,51.38999938964844,46.57499885559082,41.7599983215332,50.5099983215332
2019-09-16,51.38999938964844,46.57499885559082,41.7599983215332,49.52999877929688
2019-09-17,51.38999938964844,46.57499885559082,41.7599983215332,50.18000030517578
2019-09-18,51.38999938964844,46.57499885559082,41.7599983215332,51.0
2019-09-19,51.38999938964844,46.57499885559082,41.7599983215332,51.16999816894531
2019-09-20,51.38999938964844,46.57499885559082,41.7599983215332,50.34000015258789
2019-09-23,51.38999938964844,46.57499885559082,41.7599983215332,49.540000915527344
2019-09-24,51.38999938964844,46.57499885559082,41.7599983215332,49.7400016784668
2019-09-25,51.38999938964844,46.57499885559082,41.7599983215332,48.470001220703125
2019-09-26,51.38999938964844,47.64999961853027,43.90999984741211,49.380001068115234
2019-09-27,51.38999938964844,47.14999961853027,42.90999984741211,45.900001525878906
2019-09-30,51.38999938964844,46.98500061035156,42.58000183105469,43.0
2019-10-01,51.38999938964844,46.56999969482422,41.75,43.09999847412109
2019-10-02,51.38999938964844,46.56999969482422,41.75,41.81999969482422
2019-10-03,51.38999938964844,46.56999969482422,41.75,42.0
2019-10-04,51.38999938964844,46.56999969482422,41.75,43.709999084472656
2019-10-07,51.38999938964844,46.56999969482422,41.75,44.29999923706055
2019-10-08,51.38999938964844,46.56999969482422,41.75,43.59999847412109
2019-10-09,51.29999923706055,46.52499961853027,41.75,43.18000030517578
2019-10-10,51.29999923706055,46.52499961853027,41.75,42.869998931884766
2019-10-11,51.29999923706055,46.52499961853027,41.75,44.38999938964844
2019-10-14,51.29999923706055,46.52499961853027,41.75,44.959999084472656
2019-10-15,51.29999923706055,46.52499961853027,41.75,45.209999084472656
2019-10-16,51.29999923706055,46.52499961853027,41.75,45.9900016784668
2019-10-17,50.45000076293945,46.10000038146973,41.75,45.77000045776367
2019-10-18,50.18999862670898,45.96999931335449,41.75,44.83000183105469
2019-10-21,49.900001525878906,45.82500076293945,41.75,43.959999084472656
2019-10-22,49.7400016784668,45.7450008392334,41.75,45.29999923706055
2019-10-23,49.7400016784668,45.7450008392334,41.75,44.04999923706055
2019-10-24,47.15999984741211,44.454999923706055,41.75,45.900001525878906
2019-10-25,48.27000045776367,45.010000228881836,41.75,47.27999877929688
2019-10-28,48.75,45.25,41.75,48.5
2019-10-29,49.16999816894531,45.46499824523926,41.7599983215332,48.79999923706055
2019-10-30,49.16999816894531,45.46499824523926,41.7599983215332,48.220001220703125
2019-10-31,49.16999816894531,45.88999938964844,42.61000061035156,47.27999877929688
2019-11-01,49.16999816894531,45.88999938964844,42.61000061035156,47.47999954223633
2019-11-04,49.900001525878906,46.255001068115234,42.61000061035156,49.38999938964844
2019-11-05,49.900001525878906,46.255001068115234,42.61000061035156,49.619998931884766
2019-11-06,49.900001525878906,46.255001068115234,42.61000061035156,48.150001525878906
2019-11-07,49.900001525878906,46.56500053405762,43.22999954223633,48.52000045776367
2019-11-08,49.900001525878906,46.56500053405762,43.22999954223633,47.560001373291016
2019-11-11,49.900001525878906,46.56500053405762,43.22999954223633,46.720001220703125
2019-11-12,49.900001525878906,46.56500053405762,43.22999954223633,46.79999923706055
2019-11-13,49.900001525878906,46.56500053405762,43.22999954223633,46.5
2019-11-14,49.900001525878906,46.56500053405762,43.22999954223633,46.119998931884766
2019-11-15,49.900001525878906,46.90999984741211,43.91999816894531,47.59999847412109
2019-11-18,49.900001525878906,46.92500114440918,43.95000076293945,47.95000076293945
2019-11-19,49.900001525878906,46.92500114440918,43.95000076293945,48.11000061035156
2019-11-20,49.900001525878906,47.56500053405762,45.22999954223633,46.150001525878906
2019-11-21,49.900001525878906,47.470001220703125,45.040000915527344,45.29999923706055
2019-11-22,49.900001525878906,47.470001220703125,45.040000915527344,45.93000030517578
2019-11-25,49.900001525878906,47.470001220703125,45.040000915527344,46.09999847412109
2019-11-26,49.900001525878906,47.470001220703125,45.040000915527344,47.650001525878906
2019-11-27,49.900001525878906,47.470001220703125,45.040000915527344,47.34999847412109
2019-11-29,49.900001525878906,47.470001220703125,45.040000915527344,47.93999862670898
2019-12-02,49.900001525878906,47.470001220703125,45.040000915527344,47.56999969482422
2019-12-03,49.720001220703125,47.135000228881836,44.54999923706055,45.119998931884766
2019-12-04,49.08000183105469,46.81500053405762,44.54999923706055,46.18000030517578
2019-12-05,49.08000183105469,46.81500053405762,44.54999923706055,46.709999084472656
2019-12-06,48.52000045776367,46.53499984741211,44.54999923706055,47.43999862670898
2019-12-09,48.52000045776367,46.53499984741211,44.54999923706055,47.56999969482422
2019-12-10,48.52000045776367,46.53499984741211,44.54999923706055,47.040000915527344
2019-12-11,49.34000015258789,46.94499969482422,44.54999923706055,47.75
2019-12-12,51.33000183105469,47.94000053405762,44.54999923706055,49.36000061035156
2019-12-13,52.31999969482422,48.43499946594238,44.54999923706055,51.02000045776367
2019-12-16,54.29999923706055,49.42499923706055,44.54999923706055,52.7599983215332
2019-12-17,54.29999923706055,49.42499923706055,44.54999923706055,53.9900016784668
2019-12-18,54.29999923706055,49.42499923706055,44.54999923706055,53.0
2019-12-19,55.290000915527344,49.920000076293945,44.54999923706055,55.0099983215332
2019-12-20,55.93000030517578,50.239999771118164,44.54999923706055,54.900001525878906
2019-12-23,56.11000061035156,50.329999923706055,44.54999923706055,55.22999954223633
2019-12-24,56.11000061035156,50.329999923706055,44.54999923706055,55.45000076293945
2019-12-26,56.11000061035156,50.329999923706055,44.54999923706055,55.45000076293945
2019-12-27,56.11000061035156,50.329999923706055,44.54999923706055,55.2400016784668
2019-12-30,56.11000061035156,50.329999923706055,44.54999923706055,53.77000045776367
2019-12-31,56.11000061035156,50.329999923706055,44.54999923706055,52.90999984741211
2020-01-02,56.11000061035156,50.920000076293945,45.72999954223633,54.84999847412109
2020-01-03,56.11000061035156,51.18000030517578,46.25,54.15999984741211
2020-01-06,56.11000061035156,51.27000045776367,46.43000030517578,53.75
2020-01-07,58.400001525878906,52.415000915527344,46.43000030517578,55.380001068115234
2020-01-08,58.400001525878906,52.560001373291016,46.720001220703125,58.09000015258789
2020-01-09,58.47999954223633,53.084999084472656,47.68999862670898,58.31999969482422
2020-01-10,58.47999954223633,53.89999961853027,49.31999969482422,57.470001220703125
2020-01-13,58.47999954223633,54.59000015258789,50.70000076293945,57.0099983215332
2020-01-14,58.47999954223633,55.42499923706055,52.369998931884766,57.79999923706055
2020-01-15,58.47999954223633,55.42499923706055,52.369998931884766,57.02999877929688
2020-01-16,58.47999954223633,55.42499923706055,52.369998931884766,56.79999923706055
2020-01-17,58.47999954223633,55.56999969482422,52.65999984741211,58.02000045776367
2020-01-21,59.18000030517578,55.920000076293945,52.65999984741211,57.369998931884766
2020-01-22,60.25,56.454999923706055,52.65999984741211,59.52000045776367
2020-01-23,60.560001373291016,56.61000061035156,52.65999984741211,60.33000183105469
2020-01-24,60.560001373291016,56.61000061035156,52.65999984741211,60.0
2020-01-27,60.560001373291016,56.61000061035156,52.65999984741211,55.150001525878906
2020-01-28,60.560001373291016,56.61000061035156,52.65999984741211,56.25
2020-01-29,60.560001373291016,56.670000076293945,52.77999877929688,55.9900016784668
2020-01-30,60.560001373291016,56.86000061035156,53.15999984741211,54.18000030517578
2020-01-31,60.560001373291016,56.630001068115234,52.70000076293945,55.150001525878906
2020-02-03,60.560001373291016,56.630001068115234,52.70000076293945,53.25
2020-02-04,60.560001373291016,56.630001068115234,52.70000076293945,55.290000915527344
2020-02-05,60.560001373291016,56.630001068115234,52.70000076293945,57.02000045776367
2020-02-06,60.560001373291016,56.630001068115234,52.70000076293945,58.08000183105469
2020-02-07,60.560001373291016,56.630001068115234,52.70000076293945,57.970001220703125
2020-02-10,60.560001373291016,56.630001068115234,52.70000076293945,56.29999923706055
2020-02-11,60.560001373291016,56.630001068115234,52.70000076293945,57.880001068115234
2020-02-12,61.18999862670898,56.94499969482422,52.70000076293945,59.040000915527344
2020-02-13,61.18999862670898,56.94499969482422,52.70000076293945,59.0099983215332
2020-02-14,61.18999862670898,56.94499969482422,52.70000076293945,60.15999984741211
2020-02-18,61.18999862670898,56.94499969482422,52.70000076293945,57.06999969482422
2020-02-19,61.18999862670898,56.94499969482422,52.70000076293945,58.58000183105469
2020-02-20,61.18999862670898,56.94499969482422,52.70000076293945,59.880001068115234
2020-02-21,61.18999862670898,56.94499969482422,52.70000076293945,58.630001068115234
2020-02-24,61.18999862670898,56.89999961853027,52.61000061035156,53.310001373291016
2020-02-25,61.18999862670898,56.369998931884766,51.54999923706055,54.84000015258789
2020-02-26,61.18999862670898,56.369998931884766,51.54999923706055,52.650001525878906
2020-02-27,61.18999862670898,55.59000015258789,49.9900016784668,50.630001068115234
2020-02-28,61.18999862670898,54.78999900817871,48.38999938964844,48.650001525878906
2020-03-02,61.18999862670898,54.78999900817871,48.38999938964844,53.20000076293945
2020-03-03,61.18999862670898,54.78999900817871,48.38999938964844,54.59999847412109
2020-03-04,61.18999862670898,54.78999900817871,48.38999938964844,53.02000045776367
2020-03-05,61.18999862670898,54.78999900817871,48.38999938964844,53.45000076293945
2020-03-06,61.18999862670898,54.78999900817871,48.38999938964844,52.20000076293945
2020-03-09,61.18999862670898,53.05499839782715,44.91999816894531,45.47999954223633
2020-03-10,61.18999862670898,53.05499839782715,44.91999816894531,48.150001525878906
2020-03-11,61.18999862670898,52.01999855041503,42.84999847412109,46.20000076293945
2020-03-12,60.630001068115234,49.31500053405762,38.0,39.400001525878906
2020-03-13,60.560001373291016,49.28000068664551,38.0,41.56999969482422
2020-03-16,60.25,47.35000038146973,34.45000076293945,37.34999847412109
2020-03-17,60.25,47.135000228881836,34.02000045776367,35.4900016784668
2020-03-18,59.9900016784668,45.5600004196167,31.1299991607666,34.2599983215332
2020-03-19,58.72999954223633,44.929999351501465,31.1299991607666,34.65999984741211
2020-03-20,55.61000061035156,43.36999988555908,31.1299991607666,37.77000045776367
2020-03-23,55.61000061035156,43.36999988555908,31.1299991607666,36.9900016784668
2020-03-24,55.61000061035156,43.36999988555908,31.1299991607666,41.81999969482422
2020-03-25,55.61000061035156,43.36999988555908,31.1299991607666,43.90999984741211
2020-03-26,55.61000061035156,43.36999988555908,31.1299991607666,44.900001525878906
2020-03-27,55.61000061035156,43.36999988555908,31.1299991607666,43.25
2020-03-30,55.61000061035156,43.36999988555908,31.1299991607666,44.16999816894531
2020-03-31,55.61000061035156,43.36999988555908,31.1299991607666,44.400001525878906
2020-04-01,55.61000061035156,43.36999988555908,31.1299991607666,40.54999923706055
2020-04-02,53.18999862670898,42.15999889373779,31.1299991607666,39.790000915527344
2020-04-03,48.59999847412109,39.86499881744385,31.1299991607666,40.970001220703125
2020-04-06,48.2599983215332,39.6949987411499,31.1299991607666,43.34999847412109
2020-04-07,48.369998931884766,39.749999046325684,31.1299991607666,48.09000015258789
2020-04-08,48.68999862670898,39.90999889373779,31.1299991607666,47.08000183105469
2020-04-09,49.810001373291016,40.47000026702881,31.1299991607666,49.29999923706055
2020-04-13,49.810001373291016,40.47000026702881,31.1299991607666,44.900001525878906
2020-04-14,49.810001373291016,40.47000026702881,31.1299991607666,47.0
2020-04-15,49.810001373291016,40.47000026702881,31.1299991607666,46.400001525878906
2020-04-16,49.810001373291016,41.73000144958496,33.650001525878906,47.02000045776367
2020-04-17,49.810001373291016,42.75,35.689998626708984,46.77999877929688
2020-04-20,49.810001373291016,42.75,35.689998626708984,44.52000045776367
2020-04-21,49.810001373291016,44.57000160217285,39.33000183105469,43.0
2020-04-22,49.810001373291016,44.57000160217285,39.33000183105469,43.11000061035156
2020-04-23,49.810001373291016,44.57000160217285,39.33000183105469,43.81999969482422
2020-04-24,49.810001373291016,44.57000160217285,39.33000183105469,43.79999923706055
2020-04-27,49.810001373291016,44.57000160217285,39.33000183105469,45.0
2020-04-28,49.810001373291016,44.57000160217285,39.33000183105469,46.209999084472656
2020-04-29,50.13999938964844,44.73500061035156,39.33000183105469,46.58000183105469
2020-04-30,50.13999938964844,44.829999923706055,39.52000045776367,49.47999954223633
2020-05-01,50.13999938964844,45.34499931335449,40.54999923706055,46.36000061035156
2020-05-04,50.13999938964844,45.66499900817871,41.18999862670898,44.18999862670898
2020-05-05,50.13999938964844,45.66499900817871,41.18999862670898,45.45000076293945
2020-05-06,50.13999938964844,45.66499900817871,41.18999862670898,46.06999969482422
2020-05-07,50.13999938964844,45.66499900817871,41.18999862670898,47.119998931884766
2020-05-08,50.13999938964844,45.66499900817871,41.18999862670898,47.290000915527344
2020-05-11,50.13999938964844,45.66499900817871,41.18999862670898,47.7400016784668
2020-05-12,50.13999938964844,45.66499900817871,41.18999862670898,48.52000045776367
2020-05-13,50.13999938964844,45.66499900817871,41.18999862670898,45.869998931884766
2020-05-14,50.13999938964844,45.66499900817871,41.18999862670898,43.060001373291016
2020-05-15,50.13999938964844,45.66499900817871,41.18999862670898,43.27999877929688
2020-05-18,50.13999938964844,45.66499900817871,41.18999862670898,45.83000183105469
2020-05-19,50.13999938964844,46.32499885559082,42.5099983215332,45.77999877929688
2020-05-20,50.13999938964844,46.32499885559082,42.5099983215332,46.5099983215332
2020-05-21,50.13999938964844,46.32499885559082,42.5099983215332,46.5
2020-05-22,50.13999938964844,46.32499885559082,42.5099983215332,45.150001525878906
2020-05-26,50.13999938964844,46.32499885559082,42.5099983215332,46.220001220703125
2020-05-27,50.13999938964844,46.32499885559082,42.5099983215332,45.95000076293945
2020-05-28,49.58000183105469,46.045000076293945,42.5099983215332,48.70000076293945
2020-05-29,49.58000183105469,46.045000076293945,42.5099983215332,46.619998931884766
2020-06-01,49.58000183105469,46.045000076293945,42.5099983215332,47.4900016784668
2020-06-02,49.58000183105469,46.045000076293945,42.5099983215332,46.4900016784668
2020-06-03,49.58000183105469,46.045000076293945,42.5099983215332,48.040000915527344
2020-06-04,51.97999954223633,47.244998931884766,42.5099983215332,48.86000061035156
2020-06-05,54.81999969482422,48.66499900817871,42.5099983215332,52.65999984741211
2020-06-08,54.81999969482422,48.66499900817871,42.5099983215332,54.5
2020-06-09,54.81999969482422,48.66499900817871,42.5099983215332,52.650001525878906
2020-06-10,54.81999969482422,48.66499900817871,42.5099983215332,52.91999816894531
2020-06-11,54.81999969482422,48.66499900817871,42.5099983215332,50.41999816894531
2020-06-12,54.81999969482422,49.03000068664551,43.2400016784668,50.290000915527344
2020-06-15,54.81999969482422,49.36000061035156,43.900001525878906,47.36000061035156
2020-06-16,54.81999969482422,49.36000061035156,43.900001525878906,51.15999984741211
2020-06-17,54.81999969482422,49.36000061035156,43.900001525878906,51.29999923706055
2020-06-18,54.81999969482422,49.36000061035156,43.900001525878906,50.5
2020-06-19,54.81999969482422,49.36000061035156,43.900001525878906,51.15999984741211
2020-06-22,54.81999969482422,49.36000061035156,43.900001525878906,51.09999847412109
2020-06-23,54.81999969482422,49.36000061035156,43.900001525878906,50.68999862670898
2020-06-24,54.81999969482422,50.19499969482422,45.56999969482422,49.650001525878906
2020-06-25,54.81999969482422,50.19499969482422,45.56999969482422,48.2400016784668
2020-06-26,54.81999969482422,50.19499969482422,45.56999969482422,49.150001525878906
2020-06-29,54.81999969482422,50.19499969482422,45.56999969482422,48.68999862670898
"
3252,US,technical,"During January 20, 2022 to November 28, 2022, what percentage of days had Molson Coors Beverage Company's open price greater the upper channel of Donchian Channel? (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low,open
2021-12-22,45.33000183105469,44.540000915527344,44.540000915527344
2021-12-23,45.650001525878906,44.88999938964844,44.88999938964844
2021-12-27,45.77000045776367,45.209999084472656,45.540000915527344
2021-12-28,46.11000061035156,45.41999816894531,45.41999816894531
2021-12-29,46.02000045776367,45.58000183105469,45.59000015258789
2021-12-30,46.369998931884766,45.84000015258789,46.20000076293945
2021-12-31,46.5099983215332,45.63999938964844,45.77999877929688
2022-01-03,47.380001068115234,46.470001220703125,46.540000915527344
2022-01-04,49.16999816894531,47.59999847412109,47.79999923706055
2022-01-05,50.040000915527344,49.0099983215332,49.08000183105469
2022-01-06,50.540000915527344,49.310001373291016,50.08000183105469
2022-01-07,50.97999954223633,49.84999847412109,49.869998931884766
2022-01-10,51.33000183105469,49.060001373291016,50.70000076293945
2022-01-11,49.47999954223633,48.33000183105469,49.18000030517578
2022-01-12,49.25,48.27999877929688,49.220001220703125
2022-01-13,50.459999084472656,48.900001525878906,49.150001525878906
2022-01-14,51.90999984741211,49.869998931884766,50.04999923706055
2022-01-18,52.150001525878906,51.29999923706055,51.59999847412109
2022-01-19,51.88999938964844,50.20000076293945,51.77000045776367
2022-01-20,50.45000076293945,49.209999084472656,49.93999862670898
2022-01-21,49.91999816894531,48.40999984741211,49.720001220703125
2022-01-24,50.02999877929688,47.95000076293945,48.130001068115234
2022-01-25,50.400001525878906,48.619998931884766,49.56999969482422
2022-01-26,50.560001373291016,47.83000183105469,50.09000015258789
2022-01-27,49.70000076293945,47.86000061035156,48.459999084472656
2022-01-28,48.27999877929688,47.209999084472656,47.65999984741211
2022-01-31,48.09999847412109,47.25,47.54999923706055
2022-02-01,48.52999877929688,47.34000015258789,47.58000183105469
2022-02-02,48.59000015258789,47.7599983215332,48.18999862670898
2022-02-03,49.27999877929688,48.2400016784668,48.56999969482422
2022-02-04,48.66999816894531,47.34000015258789,48.5099983215332
2022-02-07,48.09999847412109,47.34999847412109,47.93999862670898
2022-02-08,48.93999862670898,47.77999877929688,47.91999816894531
2022-02-09,49.40999984741211,48.61000061035156,48.650001525878906
2022-02-10,49.70000076293945,48.68000030517578,48.91999816894531
2022-02-11,50.0,49.060001373291016,49.18000030517578
2022-02-14,50.119998931884766,48.68999862670898,50.06999969482422
2022-02-15,50.16999816894531,49.27999877929688,49.43999862670898
2022-02-16,50.369998931884766,49.150001525878906,49.45000076293945
2022-02-17,49.36000061035156,48.45000076293945,49.13999938964844
2022-02-18,49.5099983215332,48.470001220703125,48.470001220703125
2022-02-22,49.16999816894531,48.540000915527344,48.81999969482422
2022-02-23,51.2400016784668,48.290000915527344,49.25
2022-02-24,50.93000030517578,47.63999938964844,50.93000030517578
2022-02-25,52.95000076293945,49.93999862670898,50.09000015258789
2022-02-28,52.29999923706055,51.13999938964844,51.310001373291016
2022-03-01,52.060001373291016,49.119998931884766,51.7599983215332
2022-03-02,51.459999084472656,50.27000045776367,50.59999847412109
2022-03-03,51.84999847412109,50.72999954223633,51.61000061035156
2022-03-04,50.90999984741211,49.650001525878906,49.900001525878906
2022-03-07,52.43000030517578,50.2599983215332,50.38999938964844
2022-03-08,52.86000061035156,50.880001068115234,52.11000061035156
2022-03-09,53.810001373291016,51.84999847412109,52.90999984741211
2022-03-10,52.09999847412109,50.02999877929688,51.91999816894531
2022-03-11,51.58000183105469,50.75,50.75
2022-03-14,51.540000915527344,50.27999877929688,51.5
2022-03-15,51.380001068115234,50.36000061035156,51.13999938964844
2022-03-16,52.18999862670898,50.880001068115234,51.13999938964844
2022-03-17,52.68000030517578,51.33000183105469,51.97999954223633
2022-03-18,53.11000061035156,51.709999084472656,52.29999923706055
2022-03-21,53.91999816894531,52.4900016784668,53.15999984741211
2022-03-22,53.13999938964844,52.15999984741211,53.0
2022-03-23,53.38999938964844,52.4900016784668,53.040000915527344
2022-03-24,52.93000030517578,52.33000183105469,52.630001068115234
2022-03-25,53.9900016784668,52.93999862670898,53.0099983215332
2022-03-28,53.959999084472656,52.77000045776367,53.959999084472656
2022-03-29,54.65999984741211,53.20000076293945,53.869998931884766
2022-03-30,54.310001373291016,53.869998931884766,53.95000076293945
2022-03-31,54.5,53.36000061035156,53.93999862670898
2022-04-01,53.54999923706055,51.52000045776367,53.38999938964844
2022-04-04,52.380001068115234,50.75,52.25
2022-04-05,52.400001525878906,51.290000915527344,51.68999862670898
2022-04-06,51.65999984741211,50.52000045776367,51.29999923706055
2022-04-07,50.880001068115234,49.77000045776367,50.65999984741211
2022-04-08,51.7400016784668,50.59000015258789,50.93000030517578
2022-04-11,53.63999938964844,51.79999923706055,51.810001373291016
2022-04-12,53.7400016784668,52.650001525878906,52.880001068115234
2022-04-13,54.560001373291016,53.63999938964844,53.709999084472656
2022-04-14,55.810001373291016,54.5,54.5
2022-04-18,56.400001525878906,55.34000015258789,55.709999084472656
2022-04-19,56.29999923706055,55.709999084472656,55.810001373291016
2022-04-20,57.16999816894531,55.959999084472656,56.08000183105469
2022-04-21,57.45000076293945,55.79999923706055,56.95000076293945
2022-04-22,55.68999862670898,53.720001220703125,55.5099983215332
2022-04-25,54.47999954223633,52.52999877929688,53.75
2022-04-26,54.72999954223633,53.93999862670898,54.310001373291016
2022-04-27,55.02999877929688,53.33000183105469,54.16999816894531
2022-04-28,55.209999084472656,53.75,54.20000076293945
2022-04-29,55.5,53.970001220703125,55.220001220703125
2022-05-02,54.97999954223633,53.400001525878906,54.52000045776367
2022-05-03,56.45000076293945,52.04999923706055,54.95000076293945
2022-05-04,53.41999816894531,51.22999954223633,52.68000030517578
2022-05-05,53.400001525878906,52.36000061035156,52.7599983215332
2022-05-06,53.4900016784668,52.43999862670898,52.70000076293945
2022-05-09,54.11000061035156,52.369998931884766,52.880001068115234
2022-05-10,54.86000061035156,53.65999984741211,53.81999969482422
2022-05-11,56.959999084472656,55.209999084472656,55.209999084472656
2022-05-12,56.290000915527344,54.66999816894531,55.869998931884766
2022-05-13,56.470001220703125,55.54999923706055,56.06999969482422
2022-05-16,56.93999862670898,55.70000076293945,55.88999938964844
2022-05-17,56.43999862670898,54.58000183105469,56.25
2022-05-18,55.45000076293945,52.33000183105469,55.33000183105469
2022-05-19,51.97999954223633,50.31999969482422,51.77000045776367
2022-05-20,52.0,50.040000915527344,51.20000076293945
2022-05-23,52.5,51.43000030517578,51.959999084472656
2022-05-24,53.79999923706055,51.84000015258789,52.09999847412109
2022-05-25,54.540000915527344,53.470001220703125,53.83000183105469
2022-05-26,55.0,54.209999084472656,54.75
2022-05-27,55.5099983215332,54.380001068115234,54.52999877929688
2022-05-31,56.0099983215332,54.27000045776367,54.95000076293945
2022-06-01,56.130001068115234,53.29999923706055,55.97999954223633
2022-06-02,54.43999862670898,52.810001373291016,54.43999862670898
2022-06-03,54.08000183105469,53.43000030517578,53.75
2022-06-06,54.25,53.47999954223633,53.970001220703125
2022-06-07,54.77999877929688,53.59999847412109,53.72999954223633
2022-06-08,54.90999984741211,53.869998931884766,54.38999938964844
2022-06-09,54.2400016784668,52.40999984741211,53.959999084472656
2022-06-10,52.86000061035156,51.08000183105469,51.52000045776367
2022-06-13,52.150001525878906,50.310001373291016,51.68999862670898
2022-06-14,51.59999847412109,50.40999984741211,50.650001525878906
2022-06-15,52.29999923706055,51.22999954223633,51.83000183105469
2022-06-16,51.09000015258789,50.29999923706055,51.0099983215332
2022-06-17,50.88999938964844,49.459999084472656,50.77000045776367
2022-06-21,52.369998931884766,49.86000061035156,49.88999938964844
2022-06-22,52.95000076293945,51.5,51.63999938964844
2022-06-23,53.880001068115234,52.61000061035156,52.720001220703125
2022-06-24,56.130001068115234,53.91999816894531,54.220001220703125
2022-06-27,55.9900016784668,55.220001220703125,55.7400016784668
2022-06-28,57.75,55.560001373291016,56.59999847412109
2022-06-29,56.2400016784668,54.77999877929688,55.7400016784668
2022-06-30,55.060001373291016,54.13999938964844,54.83000183105469
2022-07-01,55.7599983215332,54.20000076293945,54.47999954223633
2022-07-05,55.52999877929688,54.290000915527344,55.11000061035156
2022-07-06,55.68999862670898,54.290000915527344,55.36000061035156
2022-07-07,55.459999084472656,54.45000076293945,55.2400016784668
2022-07-08,55.84999847412109,54.56999969482422,54.86000061035156
2022-07-11,56.459999084472656,55.20000076293945,55.20000076293945
2022-07-12,58.41999816894531,56.02999877929688,56.040000915527344
2022-07-13,58.65999984741211,57.470001220703125,57.5
2022-07-14,58.27000045776367,56.93999862670898,57.29999923706055
2022-07-15,58.93999862670898,57.970001220703125,58.619998931884766
2022-07-18,59.380001068115234,57.91999816894531,58.79999923706055
2022-07-19,59.0,58.209999084472656,58.619998931884766
2022-07-20,58.7400016784668,57.61000061035156,58.380001068115234
2022-07-21,57.630001068115234,56.83000183105469,57.59000015258789
2022-07-22,58.16999816894531,56.810001373291016,56.959999084472656
2022-07-25,58.52999877929688,57.4900016784668,58.11000061035156
2022-07-26,58.52999877929688,57.77000045776367,57.970001220703125
2022-07-27,59.08000183105469,57.41999816894531,58.08000183105469
2022-07-28,59.18000030517578,57.84000015258789,58.61000061035156
2022-07-29,59.84999847412109,58.52999877929688,59.040000915527344
2022-08-01,60.119998931884766,59.33000183105469,59.4900016784668
2022-08-02,57.13999938964844,53.13999938964844,57.0099983215332
2022-08-03,55.31999969482422,53.45000076293945,53.45000076293945
2022-08-04,54.34000015258789,52.84000015258789,53.91999816894531
2022-08-05,54.09000015258789,52.59000015258789,52.93999862670898
2022-08-08,55.2400016784668,54.09999847412109,54.119998931884766
2022-08-09,55.20000076293945,54.66999816894531,55.0
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2022-09-19,51.27999877929688,50.0,50.0
2022-09-20,50.810001373291016,49.560001373291016,50.810001373291016
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2022-09-22,49.630001068115234,49.09999847412109,49.540000915527344
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2022-10-04,49.75,49.0,49.02999877929688
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2022-07-29,59.84999847412109,57.02499961853027,54.20000076293945,59.040000915527344
2022-08-01,60.119998931884766,57.204999923706055,54.290000915527344,59.4900016784668
2022-08-02,60.119998931884766,56.6299991607666,53.13999938964844,57.0099983215332
2022-08-03,60.119998931884766,56.6299991607666,53.13999938964844,53.45000076293945
2022-08-04,60.119998931884766,56.47999954223633,52.84000015258789,53.91999816894531
2022-08-05,60.119998931884766,56.35499954223633,52.59000015258789,52.93999862670898
2022-08-08,60.119998931884766,56.35499954223633,52.59000015258789,54.119998931884766
2022-08-09,60.119998931884766,56.35499954223633,52.59000015258789,55.0
2022-08-10,60.119998931884766,56.35499954223633,52.59000015258789,55.43999862670898
2022-08-11,60.119998931884766,56.35499954223633,52.59000015258789,55.9900016784668
2022-08-12,60.119998931884766,56.35499954223633,52.59000015258789,56.84999847412109
2022-08-15,60.119998931884766,56.35499954223633,52.59000015258789,56.40999984741211
2022-08-16,60.119998931884766,56.35499954223633,52.59000015258789,56.43999862670898
2022-08-17,60.119998931884766,56.35499954223633,52.59000015258789,56.040000915527344
2022-08-18,60.119998931884766,56.35499954223633,52.59000015258789,55.61000061035156
2022-08-19,60.119998931884766,56.35499954223633,52.59000015258789,55.83000183105469
2022-08-22,60.119998931884766,56.35499954223633,52.59000015258789,55.75
2022-08-23,60.119998931884766,56.35499954223633,52.59000015258789,55.56999969482422
2022-08-24,60.119998931884766,56.35499954223633,52.59000015258789,55.970001220703125
2022-08-25,60.119998931884766,56.35499954223633,52.59000015258789,56.630001068115234
2022-08-26,60.119998931884766,56.35499954223633,52.59000015258789,55.70000076293945
2022-08-29,57.59000015258789,55.09000015258789,52.59000015258789,53.56999969482422
2022-08-30,57.59000015258789,54.88999938964844,52.18999862670898,53.400001525878906
2022-08-31,57.59000015258789,54.4950008392334,51.400001525878906,52.34000015258789
2022-09-01,57.59000015258789,54.02000045776367,50.45000076293945,50.959999084472656
2022-09-02,57.59000015258789,54.02000045776367,50.45000076293945,51.93999862670898
2022-09-06,57.59000015258789,54.02000045776367,50.45000076293945,52.27000045776367
2022-09-07,57.59000015258789,54.02000045776367,50.45000076293945,51.47999954223633
2022-09-08,57.59000015258789,54.02000045776367,50.45000076293945,52.02000045776367
2022-09-09,57.060001373291016,53.755001068115234,50.45000076293945,52.16999816894531
2022-09-12,56.869998931884766,53.65999984741211,50.45000076293945,52.61000061035156
2022-09-13,56.869998931884766,53.65999984741211,50.45000076293945,52.650001525878906
2022-09-14,56.869998931884766,53.56999969482422,50.27000045776367,51.2599983215332
2022-09-15,56.869998931884766,53.56999969482422,50.27000045776367,50.68000030517578
2022-09-16,56.869998931884766,53.454999923706055,50.040000915527344,50.869998931884766
2022-09-19,56.869998931884766,53.43499946594238,50.0,50.0
2022-09-20,56.869998931884766,53.21500015258789,49.560001373291016,50.810001373291016
2022-09-21,56.869998931884766,53.079999923706055,49.290000915527344,50.08000183105469
2022-09-22,56.869998931884766,52.98499870300293,49.09999847412109,49.540000915527344
2022-09-23,55.900001525878906,51.375,46.84999847412109,48.2599983215332
2022-09-26,53.75,50.29999923706055,46.84999847412109,47.310001373291016
2022-09-27,53.560001373291016,50.204999923706055,46.84999847412109,47.93999862670898
2022-09-28,53.43000030517578,50.13999938964844,46.84999847412109,47.810001373291016
2022-09-29,53.43000030517578,50.13999938964844,46.84999847412109,48.45000076293945
2022-09-30,53.43000030517578,50.13999938964844,46.84999847412109,48.34999847412109
2022-10-03,53.43000030517578,50.13999938964844,46.84999847412109,48.290000915527344
2022-10-04,53.43000030517578,50.13999938964844,46.84999847412109,49.02999877929688
2022-10-05,53.43000030517578,50.13999938964844,46.84999847412109,48.66999816894531
2022-10-06,53.43000030517578,50.13999938964844,46.84999847412109,48.25
2022-10-07,53.43000030517578,50.05999946594238,46.68999862670898,47.52000045776367
2022-10-10,53.02999877929688,49.85999870300293,46.68999862670898,47.150001525878906
2022-10-11,51.58000183105469,49.135000228881836,46.68999862670898,47.34000015258789
2022-10-12,51.380001068115234,49.03499984741211,46.68999862670898,48.02000045776367
2022-10-13,51.27999877929688,48.98499870300293,46.68999862670898,48.27999877929688
2022-10-14,51.27999877929688,48.98499870300293,46.68999862670898,49.619998931884766
2022-10-17,50.810001373291016,48.75,46.68999862670898,49.459999084472656
2022-10-18,50.54999923706055,48.619998931884766,46.68999862670898,49.68000030517578
2022-10-19,49.959999084472656,48.32499885559082,46.68999862670898,49.09999847412109
2022-10-20,49.959999084472656,48.32499885559082,46.68999862670898,48.43000030517578
2022-10-21,49.959999084472656,48.32499885559082,46.68999862670898,48.41999816894531
2022-10-24,50.27999877929688,48.48499870300293,46.68999862670898,49.4900016784668
2022-10-25,50.75,48.71999931335449,46.68999862670898,49.72999954223633
2022-10-26,51.09999847412109,48.89499855041503,46.68999862670898,50.59999847412109
2022-10-27,51.09999847412109,48.89499855041503,46.68999862670898,50.31999969482422
2022-10-28,51.130001068115234,48.90999984741211,46.68999862670898,50.119998931884766
2022-10-31,51.56999969482422,49.1299991607666,46.68999862670898,51.15999984741211
2022-11-01,51.56999969482422,49.1299991607666,46.68999862670898,50.34999847412109
2022-11-02,51.56999969482422,49.1299991607666,46.68999862670898,49.130001068115234
2022-11-03,51.56999969482422,49.1299991607666,46.68999862670898,48.84999847412109
2022-11-04,51.56999969482422,49.19499969482422,46.81999969482422,50.150001525878906
2022-11-07,51.880001068115234,49.35000038146973,46.81999969482422,51.5099983215332
2022-11-08,51.880001068115234,49.39000129699707,46.900001525878906,51.0
2022-11-09,51.880001068115234,49.39000129699707,46.900001525878906,51.040000915527344
2022-11-10,52.11000061035156,49.505001068115234,46.900001525878906,50.900001525878906
2022-11-11,52.13999938964844,49.52000045776367,46.900001525878906,51.459999084472656
2022-11-14,52.63999938964844,49.77000045776367,46.900001525878906,51.900001525878906
2022-11-15,52.63999938964844,49.77000045776367,46.900001525878906,52.150001525878906
2022-11-16,52.63999938964844,49.77000045776367,46.900001525878906,52.27000045776367
2022-11-17,53.06999969482422,49.98500061035156,46.900001525878906,51.619998931884766
2022-11-18,53.7400016784668,50.32000160217285,46.900001525878906,53.56999969482422
2022-11-21,54.619998931884766,50.760000228881836,46.900001525878906,53.09000015258789
2022-11-22,55.150001525878906,51.025001525878906,46.900001525878906,54.650001525878906
2022-11-23,55.310001373291016,51.10500144958496,46.900001525878906,54.88999938964844
2022-11-25,55.650001525878906,51.275001525878906,46.900001525878906,55.27000045776367
2022-11-28,55.70000076293945,51.30000114440918,46.900001525878906,55.16999816894531
"
3253,US,technical,"For GoDaddy from February 26, 2023 to April 23, 2023, what percentage of days had the open greater than the Donchian Channel middle channel? (Unit: %) (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",53.8462,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low,open
2023-01-30,82.19999694824219,81.08000183105469,81.75
2023-01-31,82.48999786376953,81.38999938964844,81.7300033569336
2023-02-01,83.2030029296875,81.48999786376953,82.1500015258789
2023-02-02,85.31999969482422,83.51000213623047,84.1500015258789
2023-02-03,83.93000030517578,82.16999816894531,82.30999755859375
2023-02-06,83.04499816894531,81.11000061035156,82.58000183105469
2023-02-07,83.66000366210938,80.05999755859375,80.75
2023-02-08,83.41000366210938,82.08999633789062,83.22000122070312
2023-02-09,83.43000030517578,81.13999938964844,82.80999755859375
2023-02-10,81.25,79.56999969482422,81.08000183105469
2023-02-13,82.33000183105469,80.18000030517578,81.1500015258789
2023-02-14,81.92500305175781,80.25,80.61000061035156
2023-02-15,82.80000305175781,79.54000091552734,81.86000061035156
2023-02-16,81.0199966430664,78.61000061035156,78.66999816894531
2023-02-17,78.91000366210938,76.81999969482422,78.86000061035156
2023-02-21,77.1449966430664,76.06500244140625,76.70999908447266
2023-02-22,77.66000366210938,76.0,76.0
2023-02-23,77.69999694824219,76.04000091552734,77.69999694824219
2023-02-24,77.37000274658203,74.97000122070312,75.0
2023-02-27,76.6500015258789,75.77999877929688,76.27999877929688
2023-02-28,76.8499984741211,75.5999984741211,75.73999786376953
2023-03-01,76.19999694824219,75.25,75.68000030517578
2023-03-02,75.72000122070312,74.45999908447266,75.5
2023-03-03,76.62999725341797,75.36000061035156,75.55000305175781
2023-03-06,76.9000015258789,75.73999786376953,76.16000366210938
2023-03-07,77.01499938964844,74.92500305175781,75.87999725341797
2023-03-08,76.19499969482422,75.29000091552734,75.79000091552734
2023-03-09,76.38999938964844,74.95999908447266,76.0199966430664
2023-03-10,74.75,72.1449966430664,74.33999633789062
2023-03-13,73.02999877929688,71.36000061035156,71.62999725341797
2023-03-14,73.4800033569336,71.9800033569336,72.66000366210938
2023-03-15,72.30500030517578,71.06999969482422,71.62999725341797
2023-03-16,73.36000061035156,72.0,72.36000061035156
2023-03-17,73.91000366210938,72.30999755859375,72.70999908447266
2023-03-20,74.4000015258789,72.2699966430664,72.87999725341797
2023-03-21,74.5,72.81999969482422,73.30999755859375
2023-03-22,75.13999938964844,73.38999938964844,74.4800033569336
2023-03-23,74.71499633789062,73.18000030517578,74.2699966430664
2023-03-24,74.56999969482422,73.1500015258789,73.79000091552734
2023-03-27,75.31999969482422,74.31999969482422,74.95999908447266
2023-03-28,75.30999755859375,74.19999694824219,74.47000122070312
2023-03-29,76.08000183105469,74.9800033569336,75.37000274658203
2023-03-30,76.51000213623047,75.1449966430664,75.47000122070312
2023-03-31,77.75,76.52999877929688,76.70999908447266
2023-04-03,77.74500274658203,76.70999908447266,77.12000274658203
2023-04-04,77.79000091552734,76.86000061035156,77.66999816894531
2023-04-05,77.80999755859375,76.28500366210938,77.26000213623047
2023-04-06,76.52999877929688,75.61000061035156,76.27999877929688
2023-04-10,76.38999938964844,75.55999755859375,75.7300033569336
2023-04-11,77.2750015258789,75.96499633789062,76.62000274658203
2023-04-12,77.77999877929688,76.05999755859375,77.30999755859375
2023-04-13,77.56500244140625,76.19000244140625,76.29000091552734
2023-04-14,77.65499877929688,76.55000305175781,76.70999908447266
2023-04-17,77.20999908447266,76.0999984741211,76.94000244140625
2023-04-18,78.04000091552734,76.93000030517578,77.8499984741211
2023-04-19,77.0,75.5999984741211,76.83000183105469
2023-04-20,77.12000274658203,75.26000213623047,75.61000061035156
2023-04-21,77.51000213623047,76.83300018310547,76.98999786376953
","date,Upper,Middle,Lower,open
2023-02-27,85.31999969482422,80.14500045776367,74.97000122070312,76.27999877929688
2023-02-28,85.31999969482422,80.14500045776367,74.97000122070312,75.73999786376953
2023-03-01,85.31999969482422,80.14500045776367,74.97000122070312,75.68000030517578
2023-03-02,85.31999969482422,79.88999938964844,74.45999908447266,75.5
2023-03-03,83.93000030517578,79.19499969482422,74.45999908447266,75.55000305175781
2023-03-06,83.66000366210938,79.06000137329102,74.45999908447266,76.16000366210938
2023-03-07,83.66000366210938,79.06000137329102,74.45999908447266,75.87999725341797
2023-03-08,83.43000030517578,78.94499969482422,74.45999908447266,75.79000091552734
2023-03-09,83.43000030517578,78.94499969482422,74.45999908447266,76.0199966430664
2023-03-10,82.80000305175781,77.47249984741211,72.1449966430664,74.33999633789062
2023-03-13,82.80000305175781,77.08000183105469,71.36000061035156,71.62999725341797
2023-03-14,82.80000305175781,77.08000183105469,71.36000061035156,72.66000366210938
2023-03-15,82.80000305175781,76.93500137329102,71.06999969482422,71.62999725341797
2023-03-16,81.0199966430664,76.04499816894531,71.06999969482422,72.36000061035156
2023-03-17,78.91000366210938,74.9900016784668,71.06999969482422,72.70999908447266
2023-03-20,77.69999694824219,74.3849983215332,71.06999969482422,72.87999725341797
2023-03-21,77.69999694824219,74.3849983215332,71.06999969482422,73.30999755859375
2023-03-22,77.69999694824219,74.3849983215332,71.06999969482422,74.4800033569336
2023-03-23,77.37000274658203,74.22000122070312,71.06999969482422,74.2699966430664
2023-03-24,77.01499938964844,74.04249954223633,71.06999969482422,73.79000091552734
2023-03-27,77.01499938964844,74.04249954223633,71.06999969482422,74.95999908447266
2023-03-28,77.01499938964844,74.04249954223633,71.06999969482422,74.47000122070312
2023-03-29,77.01499938964844,74.04249954223633,71.06999969482422,75.37000274658203
2023-03-30,77.01499938964844,74.04249954223633,71.06999969482422,75.47000122070312
2023-03-31,77.75,74.40999984741211,71.06999969482422,76.70999908447266
2023-04-03,77.75,74.40999984741211,71.06999969482422,77.12000274658203
2023-04-04,77.79000091552734,74.43000030517578,71.06999969482422,77.66999816894531
2023-04-05,77.80999755859375,74.43999862670898,71.06999969482422,77.26000213623047
2023-04-06,77.80999755859375,74.43999862670898,71.06999969482422,76.27999877929688
2023-04-10,77.80999755859375,74.43999862670898,71.06999969482422,75.7300033569336
2023-04-11,77.80999755859375,74.43999862670898,71.06999969482422,76.62000274658203
2023-04-12,77.80999755859375,74.43999862670898,71.06999969482422,77.30999755859375
2023-04-13,77.80999755859375,74.90499877929688,72.0,76.29000091552734
2023-04-14,77.80999755859375,75.03999710083008,72.2699966430664,76.70999908447266
2023-04-17,77.80999755859375,75.03999710083008,72.2699966430664,76.94000244140625
2023-04-18,78.04000091552734,75.43000030517578,72.81999969482422,77.8499984741211
2023-04-19,78.04000091552734,75.59500122070312,73.1500015258789,76.83000183105469
2023-04-20,78.04000091552734,75.59500122070312,73.1500015258789,75.61000061035156
2023-04-21,78.04000091552734,75.59500122070312,73.1500015258789,76.98999786376953
"
3254,US,technical,"Calculate the percentage of days where TransDigm Group's high was greater than the upper channel of Donchian Channel from May 25, 2022 to September 16, 2022. (Standard parameters: 20-period high/low, middle band is their average) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,medium,channel,Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2,"date,high,low,open
2022-04-28,624.239990234375,609.02001953125,620.5499877929688
2022-04-29,617.7999877929688,593.6099853515625,614.5499877929688
2022-05-02,607.4099731445312,586.1500244140625,594.989990234375
2022-05-03,613.0399780273438,597.2899780273438,607.75
2022-05-04,624.1799926757812,596.5800170898438,602.7899780273438
2022-05-05,617.4600219726562,591.5399780273438,616.760009765625
2022-05-06,598.8800048828125,576.52001953125,595.77001953125
2022-05-09,577.1699829101562,540.280029296875,575.7999877929688
2022-05-10,582.280029296875,550.9500122070312,564.0
2022-05-11,589.9199829101562,563.5399780273438,563.5399780273438
2022-05-12,570.5399780273438,537.5499877929688,569.0800170898438
2022-05-13,570.2000122070312,555.3099975585938,555.3099975585938
2022-05-16,565.3400268554688,545.780029296875,558.8800048828125
2022-05-17,566.7100219726562,549.2000122070312,557.0599975585938
2022-05-18,553.6300048828125,533.739990234375,547.0700073242188
2022-05-19,550.969970703125,531.22998046875,531.260009765625
2022-05-20,552.530029296875,538.2000122070312,548.2999877929688
2022-05-23,567.72998046875,552.3800048828125,555.739990234375
2022-05-24,582.1599731445312,561.5,573.3800048828125
2022-05-25,593.8300170898438,573.8800048828125,578.739990234375
2022-05-26,607.1699829101562,594.0,597.5
2022-05-27,614.1500244140625,601.4299926757812,602.5599975585938
2022-05-31,608.0,594.5900268554688,603.4099731445312
2022-06-01,608.239990234375,588.1099853515625,607.6400146484375
2022-06-02,616.8200073242188,598.510009765625,602.2000122070312
2022-06-03,617.969970703125,605.3900146484375,609.6500244140625
2022-06-06,628.4400024414062,615.2999877929688,625.2899780273438
2022-06-07,633.3400268554688,618.25,618.6400146484375
2022-06-08,627.8200073242188,614.8599853515625,627.0399780273438
2022-06-09,614.77001953125,605.7000122070312,614.77001953125
2022-06-10,598.6300048828125,580.0399780273438,593.8800048828125
2022-06-13,565.0,542.0700073242188,565.0
2022-06-14,549.97998046875,522.1300048828125,549.97998046875
2022-06-15,554.1300048828125,532.77001953125,536.2000122070312
2022-06-16,540.5599975585938,510.989990234375,536.239990234375
2022-06-17,523.9199829101562,500.0799865722656,500.4800109863281
2022-06-21,528.7100219726562,517.3300170898438,525.3499755859375
2022-06-22,535.1699829101562,513.8400268554688,513.8400268554688
2022-06-23,527.4500122070312,513.4600219726562,527.4500122070312
2022-06-24,539.1699829101562,525.0,525.0
2022-06-27,542.6699829101562,529.1900024414062,541.0
2022-06-28,551.6699829101562,532.0599975585938,538.6500244140625
2022-06-29,537.9400024414062,519.4600219726562,534.72998046875
2022-06-30,539.719970703125,515.0499877929688,519.97998046875
2022-07-01,542.6199951171875,530.5399780273438,534.3099975585938
2022-07-05,531.0999755859375,514.8099975585938,529.219970703125
2022-07-06,537.0,522.8599853515625,533.719970703125
2022-07-07,541.530029296875,532.719970703125,533.97998046875
2022-07-08,539.1099853515625,530.6300048828125,536.239990234375
2022-07-11,535.9199829101562,529.530029296875,530.0
2022-07-12,549.260009765625,530.6199951171875,530.6199951171875
2022-07-13,550.0900268554688,529.8900146484375,529.8900146484375
2022-07-14,539.280029296875,527.5399780273438,531.489990234375
2022-07-15,547.5499877929688,536.719970703125,545.8800048828125
2022-07-18,555.5999755859375,538.0399780273438,548.1300048828125
2022-07-19,575.530029296875,544.4099731445312,544.4099731445312
2022-07-20,585.8800048828125,568.9099731445312,575.6500244140625
2022-07-21,593.219970703125,580.0,583.6400146484375
2022-07-22,598.1199951171875,578.5900268554688,593.3900146484375
2022-07-25,589.47998046875,580.7000122070312,581.1199951171875
2022-07-26,590.4299926757812,581.219970703125,586.2100219726562
2022-07-27,603.9400024414062,588.0,593.260009765625
2022-07-28,611.0,596.0900268554688,607.8900146484375
2022-07-29,624.8499755859375,608.5399780273438,608.5399780273438
2022-08-01,631.4500122070312,614.8900146484375,625.0
2022-08-02,635.6500244140625,625.1400146484375,630.0
2022-08-03,636.219970703125,625.8800048828125,629.0900268554688
2022-08-04,637.6300048828125,628.9000244140625,631.9000244140625
2022-08-05,638.8900146484375,629.8599853515625,629.9099731445312
2022-08-08,647.7100219726562,639.3900146484375,642.989990234375
2022-08-09,652.2000122070312,633.489990234375,647.219970703125
2022-08-10,673.75,654.25,657.6599731445312
2022-08-11,675.7100219726562,657.22998046875,673.72998046875
2022-08-12,677.6900024414062,661.1300048828125,661.5
2022-08-15,679.530029296875,670.0,671.5900268554688
2022-08-16,680.0,674.3900146484375,675.280029296875
2022-08-17,673.9400024414062,665.8099975585938,667.280029296875
2022-08-18,660.0399780273438,647.9400024414062,653.2100219726562
2022-08-19,653.8900146484375,637.1799926757812,649.6199951171875
2022-08-22,639.3699951171875,630.0900268554688,635.719970703125
2022-08-23,640.8900146484375,632.4400024414062,633.4199829101562
2022-08-24,646.22998046875,640.77001953125,640.77001953125
2022-08-25,654.719970703125,643.52001953125,646.0900268554688
2022-08-26,657.739990234375,630.9199829101562,657.739990234375
2022-08-29,630.5399780273438,620.3099975585938,623.1699829101562
2022-08-30,626.72998046875,600.8400268554688,625.5700073242188
2022-08-31,612.0499877929688,598.77001953125,610.0
2022-09-01,605.6900024414062,589.030029296875,594.8400268554688
2022-09-02,613.6300048828125,598.5999755859375,608.8099975585938
2022-09-06,605.75,595.8900146484375,602.3400268554688
2022-09-07,616.8499755859375,597.22998046875,600.9299926757812
2022-09-08,616.9000244140625,606.1900024414062,610.9000244140625
2022-09-09,621.530029296875,612.5499877929688,617.5999755859375
2022-09-12,629.9099731445312,614.5700073242188,622.8499755859375
2022-09-13,613.5700073242188,591.1900024414062,611.6300048828125
2022-09-14,600.489990234375,585.25,595.3900146484375
2022-09-15,600.27001953125,584.8200073242188,597.3400268554688
2022-09-16,582.5999755859375,573.010009765625,582.030029296875
","date,Upper,Middle,Lower,high
2022-05-25,624.239990234375,577.7349853515625,531.22998046875,593.8300170898438
2022-05-26,624.1799926757812,577.7049865722656,531.22998046875,607.1699829101562
2022-05-27,624.1799926757812,577.7049865722656,531.22998046875,614.1500244140625
2022-05-31,624.1799926757812,577.7049865722656,531.22998046875,608.0
2022-06-01,624.1799926757812,577.7049865722656,531.22998046875,608.239990234375
2022-06-02,617.4600219726562,574.3450012207031,531.22998046875,616.8200073242188
2022-06-03,617.969970703125,574.5999755859375,531.22998046875,617.969970703125
2022-06-06,628.4400024414062,579.8349914550781,531.22998046875,628.4400024414062
2022-06-07,633.3400268554688,582.2850036621094,531.22998046875,633.3400268554688
2022-06-08,633.3400268554688,582.2850036621094,531.22998046875,627.8200073242188
2022-06-09,633.3400268554688,582.2850036621094,531.22998046875,614.77001953125
2022-06-10,633.3400268554688,582.2850036621094,531.22998046875,598.6300048828125
2022-06-13,633.3400268554688,582.2850036621094,531.22998046875,565.0
2022-06-14,633.3400268554688,577.7350158691406,522.1300048828125,549.97998046875
2022-06-15,633.3400268554688,577.7350158691406,522.1300048828125,554.1300048828125
2022-06-16,633.3400268554688,572.1650085449219,510.989990234375,540.5599975585938
2022-06-17,633.3400268554688,566.7100067138672,500.0799865722656,523.9199829101562
2022-06-21,633.3400268554688,566.7100067138672,500.0799865722656,528.7100219726562
2022-06-22,633.3400268554688,566.7100067138672,500.0799865722656,535.1699829101562
2022-06-23,633.3400268554688,566.7100067138672,500.0799865722656,527.4500122070312
2022-06-24,633.3400268554688,566.7100067138672,500.0799865722656,539.1699829101562
2022-06-27,633.3400268554688,566.7100067138672,500.0799865722656,542.6699829101562
2022-06-28,633.3400268554688,566.7100067138672,500.0799865722656,551.6699829101562
2022-06-29,633.3400268554688,566.7100067138672,500.0799865722656,537.9400024414062
2022-06-30,633.3400268554688,566.7100067138672,500.0799865722656,539.719970703125
2022-07-01,633.3400268554688,566.7100067138672,500.0799865722656,542.6199951171875
2022-07-05,633.3400268554688,566.7100067138672,500.0799865722656,531.0999755859375
2022-07-06,633.3400268554688,566.7100067138672,500.0799865722656,537.0
2022-07-07,627.8200073242188,563.9499969482422,500.0799865722656,541.530029296875
2022-07-08,614.77001953125,557.4250030517578,500.0799865722656,539.1099853515625
2022-07-11,598.6300048828125,549.3549957275391,500.0799865722656,535.9199829101562
2022-07-12,565.0,532.5399932861328,500.0799865722656,549.260009765625
2022-07-13,554.1300048828125,527.1049957275391,500.0799865722656,550.0900268554688
2022-07-14,554.1300048828125,527.1049957275391,500.0799865722656,539.280029296875
2022-07-15,551.6699829101562,525.8749847412109,500.0799865722656,547.5499877929688
2022-07-18,555.5999755859375,527.8399810791016,500.0799865722656,555.5999755859375
2022-07-19,575.530029296875,544.4950256347656,513.4600219726562,575.530029296875
2022-07-20,585.8800048828125,549.6700134277344,513.4600219726562,585.8800048828125
2022-07-21,593.219970703125,553.3399963378906,513.4600219726562,593.219970703125
2022-07-22,598.1199951171875,556.4649963378906,514.8099975585938,598.1199951171875
2022-07-25,598.1199951171875,556.4649963378906,514.8099975585938,589.47998046875
2022-07-26,598.1199951171875,556.4649963378906,514.8099975585938,590.4299926757812
2022-07-27,603.9400024414062,559.375,514.8099975585938,603.9400024414062
2022-07-28,611.0,562.9049987792969,514.8099975585938,611.0
2022-07-29,624.8499755859375,569.8299865722656,514.8099975585938,624.8499755859375
2022-08-01,631.4500122070312,573.1300048828125,514.8099975585938,631.4500122070312
2022-08-02,635.6500244140625,579.2550048828125,522.8599853515625,635.6500244140625
2022-08-03,636.219970703125,581.8799743652344,527.5399780273438,636.219970703125
2022-08-04,637.6300048828125,582.5849914550781,527.5399780273438,637.6300048828125
2022-08-05,638.8900146484375,583.2149963378906,527.5399780273438,638.8900146484375
2022-08-08,647.7100219726562,587.625,527.5399780273438,647.7100219726562
2022-08-09,652.2000122070312,589.8699951171875,527.5399780273438,652.2000122070312
2022-08-10,673.75,600.6449890136719,527.5399780273438,673.75
2022-08-11,675.7100219726562,606.2149963378906,536.719970703125,675.7100219726562
2022-08-12,677.6900024414062,607.864990234375,538.0399780273438,677.6900024414062
2022-08-15,679.530029296875,611.9700012207031,544.4099731445312,679.530029296875
2022-08-16,680.0,624.4549865722656,568.9099731445312,680.0
2022-08-17,680.0,629.2950134277344,578.5900268554688,673.9400024414062
2022-08-18,680.0,629.2950134277344,578.5900268554688,660.0399780273438
2022-08-19,680.0,630.3500061035156,580.7000122070312,653.8900146484375
2022-08-22,680.0,630.6099853515625,581.219970703125,639.3699951171875
2022-08-23,680.0,634.0,588.0,640.8900146484375
2022-08-24,680.0,638.0450134277344,596.0900268554688,646.22998046875
2022-08-25,680.0,644.2699890136719,608.5399780273438,654.719970703125
2022-08-26,680.0,647.4450073242188,614.8900146484375,657.739990234375
2022-08-29,680.0,650.1549987792969,620.3099975585938,630.5399780273438
2022-08-30,680.0,640.4200134277344,600.8400268554688,626.72998046875
2022-08-31,680.0,639.385009765625,598.77001953125,612.0499877929688
2022-09-01,680.0,634.5150146484375,589.030029296875,605.6900024414062
2022-09-02,680.0,634.5150146484375,589.030029296875,613.6300048828125
2022-09-06,680.0,634.5150146484375,589.030029296875,605.75
2022-09-07,680.0,634.5150146484375,589.030029296875,616.8499755859375
2022-09-08,680.0,634.5150146484375,589.030029296875,616.9000244140625
2022-09-09,680.0,634.5150146484375,589.030029296875,621.530029296875
2022-09-12,680.0,634.5150146484375,589.030029296875,629.9099731445312
2022-09-13,680.0,634.5150146484375,589.030029296875,613.5700073242188
2022-09-14,673.9400024414062,629.5950012207031,585.25,600.489990234375
2022-09-15,660.0399780273438,622.4299926757812,584.8200073242188,600.27001953125
2022-09-16,657.739990234375,615.375,573.010009765625,582.5999755859375
"
3255,US,technical,"What is the percentage of days where the low price is less than the middle channel of SuperTrend for Extra Space Storage from January 23, 2022 to August 07, 2022? (Unit: %) (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",100.0,medium,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2021-11-10,199.1100006103516,196.8999938964844,197.1499938964844
2021-11-11,198.5800018310547,196.0399932861328,198.38999938964844
2021-11-12,199.9499969482422,196.57000732421875,197.9600067138672
2021-11-15,199.9900054931641,195.91000366210935,199.92999267578125
2021-11-16,200.47000122070312,196.7899932861328,198.77999877929688
2021-11-17,201.6300048828125,195.25,201.2700042724609
2021-11-18,204.50999450683597,201.7400054931641,203.30999755859372
2021-11-19,204.7400054931641,201.1300048828125,202.16000366210935
2021-11-22,203.19000244140625,199.22000122070312,199.8999938964844
2021-11-23,202.08999633789065,198.44000244140625,200.38999938964844
2021-11-24,204.67999267578125,199.3500061035156,204.32000732421875
2021-11-26,202.8000030517578,197.3500061035156,198.7899932861328
2021-11-29,204.97999572753903,198.8000030517578,203.0500030517578
2021-11-30,203.91000366210935,197.07000732421875,200.0
2021-12-01,207.55999755859372,199.00999450683597,199.5399932861328
2021-12-02,206.6100006103516,200.0,205.41000366210935
2021-12-03,206.9199981689453,199.7100067138672,201.47999572753903
2021-12-06,207.1999969482422,201.8999938964844,205.19000244140625
2021-12-07,211.1999969482422,206.1699981689453,208.6999969482422
2021-12-08,210.3800048828125,207.5200042724609,209.3600006103516
2021-12-09,208.88999938964844,205.38999938964844,205.5200042724609
2021-12-10,209.27999877929688,204.1000061035156,208.7100067138672
2021-12-13,214.4499969482422,208.8699951171875,212.8500061035156
2021-12-14,212.33999633789065,206.33999633789065,209.75999450683597
2021-12-15,215.22999572753903,209.92999267578125,214.41000366210935
2021-12-16,214.8300018310547,211.63999938964844,214.41000366210935
2021-12-17,217.72999572753903,214.25999450683597,215.1499938964844
2021-12-20,216.50999450683597,210.1100006103516,215.8000030517578
2021-12-21,218.8600006103516,214.75999450683597,215.72999572753903
2021-12-22,219.4900054931641,216.52999877929688,219.0500030517578
2021-12-23,219.5800018310547,216.2899932861328,218.0
2021-12-27,221.82000732421875,217.75,221.75
2021-12-28,223.8999938964844,221.30999755859372,222.5500030517578
2021-12-29,226.32000732421875,221.5500030517578,225.4199981689453
2021-12-30,227.3300018310547,224.3500061035156,225.57000732421875
2021-12-31,228.83999633789065,225.5800018310547,226.72999572753903
2022-01-03,227.17999267578125,215.2100067138672,219.22999572753903
2022-01-04,224.3500061035156,219.3600006103516,221.58999633789065
2022-01-05,221.5200042724609,217.1699981689453,217.7400054931641
2022-01-06,219.5399932861328,214.6499938964844,217.6499938964844
2022-01-07,217.83999633789065,208.0399932861328,208.4499969482422
2022-01-10,208.67999267578125,203.4900054931641,208.50999450683597
2022-01-11,210.3600006103516,206.17999267578125,210.05999755859372
2022-01-12,212.88999938964844,209.77999877929688,211.7100067138672
2022-01-13,212.0,206.02999877929688,206.6100006103516
2022-01-14,206.4499969482422,200.44000244140625,203.6100006103516
2022-01-18,201.8600006103516,197.72000122070312,200.2100067138672
2022-01-19,203.1999969482422,198.3300018310547,198.41000366210935
2022-01-20,202.02999877929688,195.0,195.3800048828125
2022-01-21,198.25,194.9900054931641,195.47999572753903
2022-01-24,195.97999572753903,188.22999572753903,195.0
2022-01-25,197.4900054931641,190.0,195.47000122070312
2022-01-26,199.0500030517578,191.6300048828125,193.0500030517578
2022-01-27,196.3699951171875,189.8999938964844,190.33999633789065
2022-01-28,197.22000122070312,186.7100067138672,196.91000366210935
2022-01-31,199.25999450683597,195.19000244140625,198.19000244140625
2022-02-01,200.16000366210935,194.1699981689453,197.55999755859372
2022-02-02,207.44000244140625,198.9600067138672,206.80999755859372
2022-02-03,206.6499938964844,203.6000061035156,204.5399932861328
2022-02-04,204.2400054931641,199.3600006103516,201.4600067138672
2022-02-07,202.0399932861328,199.19000244140625,199.75
2022-02-08,201.07000732421875,198.1499938964844,199.16000366210935
2022-02-09,205.7899932861328,201.8300018310547,205.3300018310547
2022-02-10,204.5200042724609,197.3999938964844,198.8600006103516
2022-02-11,200.4499969482422,195.17999267578125,196.9199981689453
2022-02-14,198.2899932861328,193.2100067138672,194.2100067138672
2022-02-15,196.4199981689453,191.25,192.17999267578125
2022-02-16,193.3300018310547,188.0399932861328,190.75999450683597
2022-02-17,190.52999877929688,188.0399932861328,188.72999572753903
2022-02-18,190.4499969482422,187.41000366210935,187.47999572753903
2022-02-22,188.4199981689453,184.32000732421875,185.27999877929688
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2022-04-20,220.4850006103516,201.18677347960306,206.46028085103342,218.6100006103516
2022-04-21,219.15499877929688,201.18677347960306,206.46028085103342,216.9199981689453
2022-04-22,214.62999725341797,201.18677347960306,206.46028085103342,212.42999267578125
2022-04-25,208.5250015258789,201.18677347960306,206.46028085103342,205.52999877929688
2022-04-26,207.05500030517578,221.8922499695379,206.46028085103342,204.30999755859372
2022-04-27,206.125,220.95152579655868,206.46028085103342,203.6699981689453
2022-04-28,206.20000457763672,220.95152579655868,206.46028085103342,203.5500030517578
2022-04-29,198.09500122070312,217.23248501020277,206.46028085103342,189.0500030517578
2022-05-02,185.06500244140625,206.53373602090124,206.46028085103342,177.99000549316406
2022-05-03,182.11499786376953,202.75385790220955,206.46028085103342,179.9199981689453
2022-05-04,190.74500274658203,202.75385790220955,206.46028085103342,185.0
2022-05-05,192.9199981689453,202.75385790220955,206.46028085103342,188.5800018310547
2022-05-06,184.56000518798828,202.75385790220955,206.46028085103342,180.3000030517578
2022-05-09,173.7300033569336,198.84197727025614,206.46028085103342,168.35000610351562
2022-05-10,175.00499725341797,198.84197727025614,206.46028085103342,172.27999877929688
2022-05-11,177.40499877929688,198.84197727025614,206.46028085103342,174.75999450683594
2022-05-12,173.4800033569336,196.41983740261196,206.46028085103342,171.5
2022-05-13,176.79999542236328,196.41983740261196,206.46028085103342,174.5399932861328
2022-05-16,178.97000122070312,196.41983740261196,206.46028085103342,177.66000366210938
2022-05-17,178.4550018310547,196.41983740261196,206.46028085103342,176.4600067138672
2022-05-18,174.62000274658203,194.88430751025288,206.46028085103342,170.47000122070312
2022-05-19,170.2050018310547,189.43587538593655,206.46028085103342,168.5500030517578
2022-05-20,170.19000244140625,188.84778864079993,206.46028085103342,167.94000244140625
2022-05-23,173.0250015258789,188.84778864079993,206.46028085103342,170.83999633789062
2022-05-24,173.59000396728516,188.84778864079993,206.46028085103342,171.6300048828125
2022-05-25,172.1449966430664,188.84778864079993,206.46028085103342,170.77999877929688
2022-05-26,174.30500030517578,188.84778864079993,206.46028085103342,172.86000061035156
2022-05-27,178.61000061035156,188.84778864079993,206.46028085103342,176.27000427246094
2022-05-31,177.85499572753906,188.84778864079993,206.46028085103342,176.2899932861328
2022-06-01,178.27000427246094,188.84778864079993,206.46028085103342,176.1300048828125
2022-06-02,177.4199981689453,188.84778864079993,206.46028085103342,174.8699951171875
2022-06-03,178.67000579833984,188.84778864079993,206.46028085103342,176.57000732421875
2022-06-06,177.4800033569336,188.84778864079993,206.46028085103342,174.99000549316406
2022-06-07,176.70999908447266,188.84778864079993,206.46028085103342,173.02000427246094
2022-06-08,175.625,188.84778864079993,206.46028085103342,171.19000244140625
2022-06-09,171.87999725341797,188.83213768867944,206.46028085103342,169.22999572753906
2022-06-10,168.27000427246094,184.76292919935253,206.46028085103342,166.2100067138672
2022-06-13,162.04000091552734,179.35863334972976,206.46028085103342,158.6699981689453
2022-06-14,158.73500061035156,175.54277199839936,206.46028085103342,156.6999969482422
2022-06-15,161.91500091552734,175.54277199839936,206.46028085103342,159.7100067138672
2022-06-16,159.78500366210938,175.54277199839936,206.46028085103342,157.60000610351562
2022-06-17,160.8300018310547,175.54277199839936,206.46028085103342,158.66000366210938
2022-06-21,161.74500274658203,175.54277199839936,206.46028085103342,159.5500030517578
2022-06-22,164.1300048828125,175.54277199839936,206.46028085103342,161.1300048828125
2022-06-23,167.42000579833984,175.54277199839936,206.46028085103342,165.6300048828125
2022-06-24,170.0800018310547,175.54277199839936,206.46028085103342,167.5800018310547
2022-06-27,172.24500274658203,175.54277199839936,206.46028085103342,170.5500030517578
2022-06-28,173.08499908447266,175.54277199839936,206.46028085103342,170.58999633789062
2022-06-29,170.5999984741211,175.54277199839936,206.46028085103342,169.52999877929688
2022-06-30,171.08499908447266,175.54277199839936,206.46028085103342,168.63999938964844
2022-07-01,172.9250030517578,175.54277199839936,206.46028085103342,170.7100067138672
2022-07-05,170.2949981689453,175.54277199839936,206.46028085103342,167.67999267578125
2022-07-06,173.6050033569336,175.54277199839936,206.46028085103342,171.5500030517578
2022-07-07,174.1500015258789,175.54277199839936,206.46028085103342,172.3000030517578
2022-07-08,173.04000091552734,175.54277199839936,206.46028085103342,171.80999755859375
2022-07-11,173.13500213623047,175.54277199839936,206.46028085103342,171.52000427246094
2022-07-12,168.8300018310547,175.54277199839936,206.46028085103342,165.4199981689453
2022-07-13,166.9199981689453,175.54277199839936,206.46028085103342,164.6999969482422
2022-07-14,165.90999603271484,175.54277199839936,206.46028085103342,163.08999633789062
2022-07-15,169.52999877929688,175.54277199839936,206.46028085103342,167.66000366210938
2022-07-18,169.58999633789062,175.54277199839936,206.46028085103342,167.75999450683594
2022-07-19,170.9800033569336,175.54277199839936,206.46028085103342,169.24000549316406
2022-07-20,173.26000213623047,175.54277199839936,206.46028085103342,171.5500030517578
2022-07-21,173.68499755859375,175.54277199839936,206.46028085103342,171.89999389648438
2022-07-22,177.43499755859375,175.54277199839936,164.6709359863471,175.75
2022-07-25,177.60499572753906,175.54277199839936,165.49034141114987,176.55999755859375
2022-07-26,178.42499542236328,175.54277199839936,166.76880818556225,177.1699981689453
2022-07-27,179.41500091552734,175.54277199839936,167.87743075445718,177.6699981689453
2022-07-28,185.36000061035156,175.54277199839936,172.72618746538842,182.2100067138672
2022-07-29,188.7050018310547,175.54277199839936,176.31156890195507,187.0
2022-08-01,187.65499877929688,175.54277199839936,176.31156890195507,186.0
2022-08-02,188.22000122070312,175.54277199839936,176.31156890195507,186.47000122070312
2022-08-03,193.73500061035156,175.54277199839936,179.6118249526698,189.50999450683597
2022-08-04,194.37999725341797,175.54277199839936,180.41513678113327,192.2899932861328
2022-08-05,195.03500366210938,175.54277199839936,180.94562703978752,192.5
"
3256,US,technical,"From December 05, 2019 to January 21, 2020, what proportion of days had Waste Management's low less than the lower of SuperTrend? (Unit: %) (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",50.7042,medium,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2019-09-25,115.45999908447266,113.83000183105467,113.91999816894533
2019-09-26,115.69000244140624,113.70999908447266,115.08999633789062
2019-09-27,115.72000122070312,112.68000030517578,113.58999633789062
2019-09-30,115.20999908447266,113.52999877929688,115.0
2019-10-01,115.97000122070312,114.5,114.87000274658205
2019-10-02,115.06999969482422,113.51000213623048,114.7699966430664
2019-10-03,115.52999877929688,114.02999877929688,114.98999786376952
2019-10-04,117.04000091552734,115.41000366210938,116.61000061035156
2019-10-07,116.45999908447266,115.5,115.70999908447266
2019-10-08,115.94000244140624,114.3000030517578,114.7699966430664
2019-10-09,115.9499969482422,114.56999969482422,115.5999984741211
2019-10-10,117.79000091552734,115.45999908447266,117.44000244140624
2019-10-11,118.3000030517578,116.26000213623048,116.33999633789062
2019-10-14,117.66000366210938,115.97000122070312,116.1500015258789
2019-10-15,117.04000091552734,115.5199966430664,115.6500015258789
2019-10-16,115.38999938964844,113.4000015258789,114.9000015258789
2019-10-17,116.52999877929688,115.0999984741211,116.27999877929688
2019-10-18,117.27999877929688,114.61000061035156,117.0500030517578
2019-10-21,117.69000244140624,116.11000061035156,117.2699966430664
2019-10-22,118.27999877929688,116.66000366210938,116.91999816894533
2019-10-23,117.69000244140624,113.16999816894533,113.37000274658205
2019-10-24,113.66000366210938,111.11000061035156,113.16999816894533
2019-10-25,113.5,110.83999633789062,111.3499984741211
2019-10-28,111.62000274658205,110.8499984741211,111.27999877929688
2019-10-29,112.93000030517578,110.86000061035156,112.02999877929688
2019-10-30,113.23999786376952,111.75,112.66999816894533
2019-10-31,113.38999938964844,111.69000244140624,112.20999908447266
2019-11-01,112.69000244140624,110.81999969482422,111.2300033569336
2019-11-04,111.47000122070312,110.27999877929688,110.81999969482422
2019-11-05,110.80999755859376,107.87000274658205,108.30999755859376
2019-11-06,109.93000030517578,107.7699966430664,109.93000030517578
2019-11-07,110.5500030517578,109.33999633789062,110.3499984741211
2019-11-08,111.13999938964844,110.05999755859376,111.02999877929688
2019-11-11,111.29000091552734,110.02999877929688,110.47000122070312
2019-11-12,110.81999969482422,109.68000030517578,110.0
2019-11-13,111.33999633789062,109.69000244140624,110.94000244140624
2019-11-14,112.22000122070312,110.86000061035156,112.0500030517578
2019-11-15,112.5,111.62000274658205,112.16000366210938
2019-11-18,112.9499969482422,111.93000030517578,112.4000015258789
2019-11-19,112.93000030517578,111.86000061035156,112.52999877929688
2019-11-20,113.70999908447266,111.87000274658205,112.56999969482422
2019-11-21,112.8499984741211,111.02999877929688,111.20999908447266
2019-11-22,111.41999816894533,109.66999816894533,110.7699966430664
2019-11-25,111.80999755859376,110.2699966430664,110.30999755859376
2019-11-26,113.0199966430664,110.27999877929688,112.87999725341795
2019-11-27,113.37999725341795,112.6999969482422,112.94000244140624
2019-11-29,113.45999908447266,112.61000061035156,112.91000366210938
2019-12-02,113.11000061035156,111.62000274658205,111.6500015258789
2019-12-03,112.83999633789062,111.20999908447266,112.02999877929688
2019-12-04,113.58000183105467,111.9499969482422,112.86000061035156
2019-12-05,112.75,111.12999725341795,111.47000122070312
2019-12-06,112.48999786376952,111.38999938964844,111.62000274658205
2019-12-09,111.86000061035156,111.25,111.7699966430664
2019-12-10,112.2300033569336,111.19000244140624,111.26000213623048
2019-12-11,111.91000366210938,110.86000061035156,111.4000015258789
2019-12-12,111.56999969482422,110.11000061035156,110.66000366210938
2019-12-13,112.0500030517578,110.16000366210938,112.0199966430664
2019-12-16,112.6999969482422,111.5,112.02999877929688
2019-12-17,113.69000244140624,112.62000274658205,112.95999908447266
2019-12-18,113.38999938964844,111.9499969482422,112.58000183105467
2019-12-19,113.1500015258789,112.36000061035156,112.4800033569336
2019-12-20,113.55999755859376,112.26000213623048,113.16000366210938
2019-12-23,113.48999786376952,112.72000122070312,112.91000366210938
2019-12-24,112.87000274658205,112.05999755859376,112.5999984741211
2019-12-26,113.19000244140624,112.52999877929688,113.18000030517578
2019-12-27,113.93000030517578,112.80999755859376,113.88999938964844
2019-12-30,113.8499984741211,113.0999984741211,113.7699966430664
2019-12-31,114.1500015258789,113.18000030517578,113.95999908447266
2020-01-02,114.22000122070312,112.5,114.22000122070312
2020-01-03,115.47000122070312,113.0999984741211,115.33000183105467
2020-01-06,115.9499969482422,114.51000213623048,115.93000030517578
2020-01-07,116.1999969482422,114.87999725341795,116.01000213623048
2020-01-08,116.4800033569336,115.68000030517578,116.08000183105467
2020-01-09,117.12000274658205,116.04000091552734,116.12999725341795
2020-01-10,116.55999755859376,115.8000030517578,116.1999969482422
2020-01-13,118.0,116.3499984741211,117.66000366210938
2020-01-14,118.31999969482422,117.36000061035156,118.06999969482422
2020-01-15,119.16000366210938,117.8499984741211,118.22000122070312
2020-01-16,119.76000213623048,118.52999877929688,119.48999786376952
2020-01-17,120.20999908447266,119.41999816894533,119.6500015258789
2020-01-21,120.52999877929688,119.2699966430664,120.41000366210938
","date,Middle,Upper,Lower,low
2019-10-09,115.2599983215332,120.41800384521483,110.07779815673828,114.56999969482422
2019-10-10,116.625,120.41800384521483,111.26201930236816,115.45999908447266
2019-10-11,117.28000259399414,120.41800384521483,111.84131969146729,116.26000213623048
2019-10-14,116.81500244140625,120.41800384521483,111.84131969146729,115.97000122070312
2019-10-15,116.27999877929688,120.41800384521483,111.84131969146729,115.5199966430664
2019-10-16,114.39500045776367,120.41800384521483,111.84131969146729,113.4000015258789
2019-10-17,115.81499862670898,120.41800384521483,111.84131969146729,115.0999984741211
2019-10-18,115.94499969482422,120.41800384521483,111.84131969146729,114.61000061035156
2019-10-21,116.9000015258789,120.41800384521483,111.84131969146729,116.11000061035156
2019-10-22,117.47000122070312,120.41800384521483,111.96923439133164,116.66000366210938
2019-10-23,115.43000030517578,120.41800384521483,111.96923439133164,113.16999816894533
2019-10-24,112.38500213623047,120.41800384521483,111.96923439133164,111.11000061035156
2019-10-25,112.16999816894531,118.76492014837254,111.96923439133164,110.83999633789062
2019-10-28,111.23500061035156,117.40143167357435,111.96923439133164,110.8499984741211
2019-10-29,111.89500045776367,117.40143167357435,111.96923439133164,110.86000061035156
2019-10-30,112.49499893188477,117.40143167357435,111.96923439133164,111.75
2019-10-31,112.54000091552734,117.40143167357435,111.96923439133164,111.69000244140624
2019-11-01,111.75500106811523,117.40143167357435,111.96923439133164,110.81999969482422
2019-11-04,110.875,116.52451718368295,111.96923439133164,110.27999877929688
2019-11-05,109.3400001525879,115.30956470237521,111.96923439133164,107.87000274658205
2019-11-06,108.8499984741211,114.87060766756248,111.96923439133164,107.7699966430664
2019-11-07,109.94499969482422,114.87060766756248,111.96923439133164,109.33999633789062
2019-11-08,110.5999984741211,114.87060766756248,111.96923439133164,110.05999755859376
2019-11-11,110.65999984741211,114.87060766756248,111.96923439133164,110.02999877929688
2019-11-12,110.25,114.87060766756248,111.96923439133164,109.68000030517578
2019-11-13,110.51499938964844,114.87060766756248,111.96923439133164,109.69000244140624
2019-11-14,111.54000091552734,114.87060766756248,111.96923439133164,110.86000061035156
2019-11-15,112.06000137329102,114.87060766756248,111.96923439133164,111.62000274658205
2019-11-18,112.43999862670898,114.87060766756248,111.96923439133164,111.93000030517578
2019-11-19,112.39500045776367,114.87060766756248,111.96923439133164,111.86000061035156
2019-11-20,112.79000091552734,114.87060766756248,111.96923439133164,111.87000274658205
2019-11-21,111.93999862670898,114.87060766756248,111.96923439133164,111.02999877929688
2019-11-22,110.54499816894533,114.87060766756248,111.96923439133164,109.66999816894533
2019-11-25,111.03999710083008,114.87060766756248,111.96923439133164,110.2699966430664
2019-11-26,111.64999771118164,114.87060766756248,111.96923439133164,110.27999877929688
2019-11-27,113.03999710083008,114.87060766756248,111.96923439133164,112.6999969482422
2019-11-29,113.03499984741211,114.87060766756248,111.96923439133164,112.61000061035156
2019-12-02,112.3650016784668,114.87060766756248,111.96923439133164,111.62000274658205
2019-12-03,112.02499771118164,114.87060766756248,111.96923439133164,111.20999908447266
2019-12-04,112.76499938964844,114.87060766756248,111.96923439133164,111.9499969482422
2019-12-05,111.93999862670898,114.87060766756248,111.96923439133164,111.12999725341795
2019-12-06,111.93999862670898,114.87060766756248,111.96923439133164,111.38999938964844
2019-12-09,111.55500030517578,114.87060766756248,111.96923439133164,111.25
2019-12-10,111.71000289916992,114.87060766756248,111.96923439133164,111.19000244140624
2019-12-11,111.38500213623047,114.87060766756248,111.96923439133164,110.86000061035156
2019-12-12,110.84000015258789,114.87060766756248,111.96923439133164,110.11000061035156
2019-12-13,111.1050033569336,114.87060766756248,111.96923439133164,110.16000366210938
2019-12-16,112.0999984741211,114.87060766756248,111.96923439133164,111.5
2019-12-17,113.15500259399414,114.87060766756248,111.96923439133164,112.62000274658205
2019-12-18,112.66999816894531,114.87060766756248,111.96923439133164,111.9499969482422
2019-12-19,112.75500106811523,114.87060766756248,111.96923439133164,112.36000061035156
2019-12-20,112.90999984741212,114.87060766756248,111.96923439133164,112.26000213623048
2019-12-23,113.10499954223633,114.87060766756248,111.96923439133164,112.72000122070312
2019-12-24,112.4650001525879,114.87060766756248,111.96923439133164,112.05999755859376
2019-12-26,112.86000061035156,114.87060766756248,111.96923439133164,112.52999877929688
2019-12-27,113.36999893188477,114.87060766756248,111.96923439133164,112.80999755859376
2019-12-30,113.4749984741211,114.87060766756248,111.96923439133164,113.0999984741211
2019-12-31,113.66500091552734,114.87060766756248,111.96923439133164,113.18000030517578
2020-01-02,113.36000061035156,114.87060766756248,111.96923439133164,112.5
2020-01-03,114.28499984741211,114.87060766756248,110.37262283573618,113.0999984741211
2020-01-06,115.22999954223634,114.87060766756248,111.27686178812449,114.51000213623048
2020-01-07,115.53999710083008,114.87060766756248,111.58617321368213,114.87999725341795
2020-01-08,116.08000183105469,114.87060766756248,112.2815594170942,115.68000030517578
2020-01-09,116.58000183105469,114.87060766756248,112.83740310917383,116.04000091552734
2020-01-10,116.18000030517578,114.87060766756248,112.83740310917383,115.8000030517578
2020-01-13,117.17499923706055,114.87060766756248,113.39829483996401,116.3499984741211
2020-01-14,117.84000015258789,114.87060766756248,114.15296646985921,117.36000061035156
2020-01-15,118.50500106811523,114.87060766756248,114.79366919726293,117.8499984741211
2020-01-16,119.14500045776367,114.87060766756248,115.34280149933839,118.52999877929688
2020-01-17,119.81499862670898,114.87060766756248,116.15601928946803,119.41999816894533
2020-01-21,119.89999771118164,114.87060766756248,116.22891566679564,119.2699966430664
"
3257,US,technical,"During March 03, 2024 to March 20, 2024, what percentage of days had Lululemon Athletica's low price less the lower channel of SuperTrend? (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",88.6792,medium,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2023-12-19,509.3299865722656,502.8299865722656,506.8599853515625
2023-12-20,511.6000061035156,503.9500122070313,505.1499938964844
2023-12-21,511.2699890136719,505.510009765625,511.0299987792969
2023-12-22,510.4800109863281,502.2200012207031,510.0
2023-12-26,513.5,505.5199890136719,506.3200073242188
2023-12-27,509.8800048828125,505.5299987792969,508.80999755859375
2023-12-28,512.47998046875,508.2699890136719,509.2200012207031
2023-12-29,516.3900146484375,508.4599914550781,511.2900085449219
2024-01-02,508.9200134277344,502.1499938964844,505.3800048828125
2024-01-03,503.9500122070313,496.6900024414063,498.0199890136719
2024-01-04,502.0,495.010009765625,496.0
2024-01-05,499.2099914550781,490.6900024414063,491.1000061035156
2024-01-08,493.489990234375,478.1300048828125,491.4800109863281
2024-01-09,489.9299926757813,483.0899963378906,485.7099914550781
2024-01-10,488.510009765625,482.5899963378906,484.1000061035156
2024-01-11,486.2099914550781,478.1600036621094,485.4800109863281
2024-01-12,490.8399963378906,479.0899963378906,479.9400024414063
2024-01-16,478.0499877929688,467.5799865722656,470.7300109863281
2024-01-17,469.5799865722656,462.8399963378906,468.3999938964844
2024-01-18,478.4599914550781,468.8399963378906,477.4500122070313
2024-01-19,484.75,475.0499877929688,484.0199890136719
2024-01-22,483.2999877929688,477.6199951171875,481.8900146484375
2024-01-23,481.8900146484375,474.5,477.0
2024-01-24,480.9599914550781,472.6700134277344,474.8399963378906
2024-01-25,476.9400024414063,468.1600036621094,474.2999877929688
2024-01-26,484.30999755859375,470.6499938964844,478.0299987792969
2024-01-29,482.4400024414063,475.739990234375,481.989990234375
2024-01-30,491.2999877929688,479.760009765625,481.3999938964844
2024-01-31,473.1000061035156,451.3500061035156,453.8200073242188
2024-02-01,463.0299987792969,454.0199890136719,461.9400024414063
2024-02-02,464.6199951171875,454.6199951171875,462.3999938964844
2024-02-05,459.0499877929688,450.5499877929688,456.7300109863281
2024-02-06,459.6600036621094,450.05999755859375,456.5400085449219
2024-02-07,463.25,456.2000122070313,457.75
2024-02-08,476.6199951171875,460.9800109863281,472.9800109863281
2024-02-09,471.260009765625,458.7799987792969,470.239990234375
2024-02-12,478.0,465.1199951171875,466.0799865722656
2024-02-13,461.9500122070313,454.0,456.2300109863281
2024-02-14,461.989990234375,456.7000122070313,460.7099914550781
2024-02-15,463.239990234375,454.5,458.9800109863281
2024-02-16,457.3900146484375,445.5299987792969,449.6000061035156
2024-02-20,449.6000061035156,441.010009765625,444.6000061035156
2024-02-21,448.4100036621094,440.260009765625,443.4599914550781
2024-02-22,457.3599853515625,447.3500061035156,455.260009765625
2024-02-23,462.8200073242188,454.2200012207031,457.8900146484375
2024-02-26,472.9599914550781,459.260009765625,468.25
2024-02-27,471.5,463.9500122070313,467.8399963378906
2024-02-28,474.1700134277344,463.3399963378906,464.1400146484375
2024-02-29,469.8999938964844,461.1000061035156,467.0899963378906
2024-03-01,464.5700073242188,457.6300048828125,458.5
2024-03-04,459.0299987792969,449.7699890136719,450.7900085449219
2024-03-05,448.80999755859375,443.6099853515625,446.05999755859375
2024-03-06,452.6600036621094,443.5199890136719,448.5400085449219
2024-03-07,461.0,449.0299987792969,457.2799987792969
2024-03-08,465.4200134277344,457.2900085449219,460.3900146484375
2024-03-11,461.5299987792969,453.6700134277344,457.760009765625
2024-03-12,467.8599853515625,458.55999755859375,465.2799987792969
2024-03-13,471.7200012207031,465.3699951171875,465.5499877929688
2024-03-14,472.05999755859375,462.75,470.010009765625
2024-03-15,470.6700134277344,463.1600036621094,464.9400024414063
2024-03-18,469.6900024414063,459.4800109863281,459.5700073242188
2024-03-19,467.8599853515625,454.2300109863281,467.2699890136719
2024-03-20,469.7900085449219,461.9200134277344,469.0499877929688
","date,Middle,Upper,Lower,low
2024-01-04,498.5050048828125,521.734017944336,478.90599670410165,495.010009765625
2024-01-05,494.9499969482422,521.734017944336,478.90599670410165,490.6900024414063
2024-01-08,485.80999755859375,521.734017944336,478.90599670410165,478.1300048828125
2024-01-09,486.50999450683594,521.734017944336,478.90599670410165,483.0899963378906
2024-01-10,485.5500030517578,521.734017944336,478.90599670410165,482.5899963378906
2024-01-11,482.18499755859375,521.734017944336,478.90599670410165,478.1600036621094
2024-01-12,484.9649963378906,521.734017944336,478.90599670410165,479.0899963378906
2024-01-16,472.8149871826172,498.89810587103767,478.90599670410165,467.5799865722656
2024-01-17,466.2099914550781,492.05180266918785,478.90599670410165,462.8399963378906
2024-01-18,473.6499938964844,492.05180266918785,478.90599670410165,468.8399963378906
2024-01-19,479.8999938964844,492.05180266918785,478.90599670410165,475.0499877929688
2024-01-22,480.4599914550781,492.05180266918785,478.90599670410165,477.6199951171875
2024-01-23,478.19500732421875,492.05180266918785,478.90599670410165,474.5
2024-01-24,476.81500244140625,492.05180266918785,478.90599670410165,472.6700134277344
2024-01-25,472.5500030517578,492.05180266918785,478.90599670410165,468.1600036621094
2024-01-26,477.47999572753906,492.05180266918785,478.90599670410165,470.6499938964844
2024-01-29,479.0899963378906,492.05180266918785,478.90599670410165,475.739990234375
2024-01-30,485.5299987792969,492.05180266918785,478.90599670410165,479.760009765625
2024-01-31,462.2250061035156,492.05180266918785,478.90599670410165,451.3500061035156
2024-02-01,458.5249938964844,491.4127576797846,478.90599670410165,454.0199890136719
2024-02-02,459.6199951171875,491.4127576797846,478.90599670410165,454.6199951171875
2024-02-05,454.7999877929688,487.69407828849666,478.90599670410165,450.5499877929688
2024-02-06,454.86000061035156,487.3446838873813,478.90599670410165,450.05999755859375
2024-02-07,459.7250061035156,487.3446838873813,478.90599670410165,456.2000122070313
2024-02-08,468.8000030517578,487.3446838873813,478.90599670410165,460.9800109863281
2024-02-09,465.02000427246094,487.3446838873813,478.90599670410165,458.7799987792969
2024-02-12,471.55999755859375,487.3446838873813,478.90599670410165,465.1199951171875
2024-02-13,457.9750061035156,487.3446838873813,478.90599670410165,454.0
2024-02-14,459.3450012207031,487.3446838873813,478.90599670410165,456.7000122070313
2024-02-15,458.8699951171875,487.3446838873813,478.90599670410165,454.5
2024-02-16,451.4600067138672,484.9507105758537,478.90599670410165,445.5299987792969
2024-02-20,445.3050079345703,478.02364031172533,478.90599670410165,441.010009765625
2024-02-21,444.3350067138672,476.226774022252,478.90599670410165,440.260009765625
2024-02-22,452.35499572753906,476.226774022252,478.90599670410165,447.3500061035156
2024-02-23,458.52000427246094,476.226774022252,478.90599670410165,454.2200012207031
2024-02-26,466.11000061035156,476.226774022252,478.90599670410165,459.260009765625
2024-02-27,467.7250061035156,476.226774022252,478.90599670410165,463.9500122070313
2024-02-28,468.7550048828125,476.226774022252,478.90599670410165,463.3399963378906
2024-02-29,465.5,476.226774022252,478.90599670410165,461.1000061035156
2024-03-01,461.1000061035156,476.226774022252,478.90599670410165,457.6300048828125
2024-03-04,454.3999938964844,476.226774022252,478.90599670410165,449.7699890136719
2024-03-05,446.2099914550781,476.226774022252,478.90599670410165,443.6099853515625
2024-03-06,448.0899963378906,476.226774022252,478.90599670410165,443.5199890136719
2024-03-07,455.01499938964844,476.226774022252,478.90599670410165,449.0299987792969
2024-03-08,461.3550109863281,476.226774022252,478.90599670410165,457.2900085449219
2024-03-11,457.6000061035156,476.226774022252,478.90599670410165,453.6700134277344
2024-03-12,463.2099914550781,476.226774022252,478.90599670410165,458.55999755859375
2024-03-13,468.5449981689453,476.226774022252,478.90599670410165,465.3699951171875
2024-03-14,467.4049987792969,476.226774022252,478.90599670410165,462.75
2024-03-15,466.9150085449219,476.226774022252,478.90599670410165,463.1600036621094
2024-03-18,464.5850067138672,476.226774022252,478.90599670410165,459.4800109863281
2024-03-19,461.0449981689453,476.226774022252,478.90599670410165,454.2300109863281
2024-03-20,465.8550109863281,476.226774022252,478.90599670410165,461.9200134277344
"
3258,US,technical,"For Microsoft from August 04, 2022 to November 12, 2022, what percentage of days had the close less than the SuperTrend upper channel? (Unit: %) (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",73.8739,medium,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2022-05-23,261.5,253.42999267578125,260.6499938964844
2022-05-24,261.3299865722656,253.5,259.6199951171875
2022-05-25,264.5799865722656,257.1300048828125,262.5199890136719
2022-05-26,267.1099853515625,261.42999267578125,265.8999938964844
2022-05-27,273.3399963378906,267.5599975585937,273.239990234375
2022-05-31,274.7699890136719,268.92999267578125,271.8699951171875
2022-06-01,277.69000244140625,270.0400085449219,272.4200134277344
2022-06-02,274.6499938964844,261.6000061035156,274.5799865722656
2022-06-03,273.45001220703125,268.4100036621094,270.0199890136719
2022-06-06,274.17999267578125,267.2200012207031,268.75
2022-06-07,273.1300048828125,265.94000244140625,272.5
2022-06-08,273.0,269.6099853515625,270.4100036621094
2022-06-09,272.7099914550781,264.6300048828125,264.7900085449219
2022-06-10,260.5799865722656,252.52999877929688,252.9900054931641
2022-06-13,249.0200042724609,241.52999877929688,242.25999450683597
2022-06-14,245.7400054931641,241.50999450683597,244.4900054931641
2022-06-15,255.3000030517578,246.4199981689453,251.75999450683597
2022-06-16,247.4199981689453,243.0200042724609,244.97000122070312
2022-06-17,250.5,244.02999877929688,247.6499938964844
2022-06-21,254.75,249.50999450683597,253.7400054931641
2022-06-22,257.1700134277344,250.3699951171875,253.1300048828125
2022-06-23,259.3699951171875,253.6300048828125,258.8599853515625
2022-06-24,267.9800109863281,261.7200012207031,267.70001220703125
2022-06-27,268.29998779296875,263.2799987792969,264.8900146484375
2022-06-28,266.9100036621094,256.32000732421875,256.4800109863281
2022-06-29,261.9700012207031,255.75999450683597,260.260009765625
2022-06-30,259.5299987792969,252.8999938964844,256.8299865722656
2022-07-01,259.7699890136719,254.6100006103516,259.5799865722656
2022-07-05,262.9800109863281,254.7400054931641,262.8500061035156
2022-07-06,267.989990234375,262.3999938964844,266.2099914550781
2022-07-07,269.0599975585937,265.0199890136719,268.3999938964844
2022-07-08,268.1000061035156,263.2900085449219,267.6600036621094
2022-07-11,266.5299987792969,262.17999267578125,264.510009765625
2022-07-12,265.94000244140625,252.0399932861328,253.6699981689453
2022-07-13,253.5500030517578,248.1100006103516,252.72000122070312
2022-07-14,255.13999938964844,245.94000244140625,254.0800018310547
2022-07-15,260.3699951171875,254.7700042724609,256.7200012207031
2022-07-18,260.8399963378906,253.3000030517578,254.25
2022-07-19,259.7200012207031,253.67999267578125,259.5299987792969
2022-07-20,264.8699951171875,258.9100036621094,262.2699890136719
2022-07-21,264.8900146484375,257.0299987792969,264.8399963378906
2022-07-22,265.3299865722656,259.07000732421875,260.3599853515625
2022-07-25,261.5,256.8099975585937,258.8299865722656
2022-07-26,259.8800048828125,249.57000732421875,251.8999938964844
2022-07-27,270.04998779296875,258.8500061035156,268.739990234375
2022-07-28,277.8399963378906,267.8699951171875,276.4100036621094
2022-07-29,282.0,276.6300048828125,280.739990234375
2022-08-01,281.2799987792969,275.8399963378906,278.010009765625
2022-08-02,277.8900146484375,272.3800048828125,274.82000732421875
2022-08-03,283.5,276.6099853515625,282.4700012207031
2022-08-04,283.79998779296875,280.1700134277344,283.6499938964844
2022-08-05,283.6499938964844,278.67999267578125,282.9100036621094
2022-08-08,285.9200134277344,279.32000732421875,280.32000732421875
2022-08-09,283.0799865722656,277.6099853515625,282.29998779296875
2022-08-10,289.8099975585937,286.94000244140625,289.1600036621094
2022-08-11,291.2099914550781,286.510009765625,287.0199890136719
2022-08-12,291.9100036621094,286.94000244140625,291.9100036621094
2022-08-15,294.17999267578125,290.1099853515625,293.4700012207031
2022-08-16,294.0400085449219,290.4200134277344,292.7099914550781
2022-08-17,293.3500061035156,289.4700012207031,291.32000732421875
2022-08-18,291.9100036621094,289.0799865722656,290.1700134277344
2022-08-19,289.25,285.5599975585937,286.1499938964844
2022-08-22,282.4599914550781,277.2200012207031,277.75
2022-08-23,278.8599853515625,275.3999938964844,276.44000244140625
2022-08-24,277.2300109863281,275.1099853515625,275.7900085449219
2022-08-25,279.0199890136719,274.5199890136719,278.8500061035156
2022-08-26,280.3399963378906,267.9800109863281,268.0899963378906
2022-08-29,267.3999938964844,263.8500061035156,265.2300109863281
2022-08-30,267.04998779296875,260.6600036621094,262.9700012207031
2022-08-31,267.1099853515625,261.3299865722656,261.4700012207031
2022-09-01,260.8900146484375,255.41000366210935,260.3999938964844
2022-09-02,264.739990234375,254.47000122070312,256.0599975585937
2022-09-06,257.8299865722656,251.94000244140625,253.25
2022-09-07,258.8299865722656,253.22000122070312,258.0899963378906
2022-09-08,260.42999267578125,254.7899932861328,258.5199890136719
2022-09-09,265.2300109863281,260.2900085449219,264.4599914550781
2022-09-12,267.45001220703125,265.1600036621094,266.6499938964844
2022-09-13,260.3999938964844,251.58999633789065,251.9900054931641
2022-09-14,254.22999572753903,249.8600006103516,252.22000122070312
2022-09-15,251.3999938964844,244.0200042724609,245.3800048828125
2022-09-16,245.3000030517578,242.05999755859372,244.7400054931641
2022-09-19,245.13999938964844,240.8500061035156,244.5200042724609
2022-09-20,243.50999450683597,239.63999938964844,242.4499969482422
2022-09-21,247.66000366210935,238.8999938964844,238.9499969482422
2022-09-22,243.8600006103516,237.57000732421875,240.97999572753903
2022-09-23,241.1300048828125,235.1999969482422,237.9199981689453
2022-09-26,241.4499969482422,236.8999938964844,237.4499969482422
2022-09-27,241.8000030517578,234.5,236.41000366210935
2022-09-28,242.3300018310547,234.72999572753903,241.07000732421875
2022-09-29,239.9499969482422,234.41000366210935,237.5
2022-09-30,240.5399932861328,232.72999572753903,232.8999938964844
2022-10-03,241.6100006103516,234.66000366210935,240.7400054931641
2022-10-04,250.3600006103516,244.97999572753903,248.8800048828125
2022-10-05,250.5800018310547,244.1000061035156,249.1999969482422
2022-10-06,250.33999633789065,246.0800018310547,246.7899932861328
2022-10-07,241.32000732421875,233.1699981689453,234.2400054931641
2022-10-10,234.55999755859372,226.72999572753903,229.25
2022-10-11,229.05999755859372,224.1100006103516,225.41000366210935
2022-10-12,227.8600006103516,223.9600067138672,225.75
2022-10-13,236.1000061035156,219.1300048828125,234.2400054931641
2022-10-14,237.2400054931641,228.33999633789065,228.55999755859372
2022-10-17,238.9600067138672,235.13999938964844,237.52999877929688
2022-10-18,243.92999267578125,235.3699951171875,238.5
2022-10-19,239.6100006103516,234.2899932861328,236.47999572753903
2022-10-20,241.30999755859372,234.8699951171875,236.1499938964844
2022-10-21,243.0,234.5,242.1199951171875
2022-10-24,247.83999633789065,241.3000030517578,247.25
2022-10-25,251.0399932861328,245.8300018310547,250.66000366210935
2022-10-26,238.3000030517578,230.05999755859372,231.32000732421875
2022-10-27,233.69000244140625,225.77999877929688,226.75
2022-10-28,236.6000061035156,226.0500030517578,235.8699951171875
2022-10-31,234.9199981689453,231.1499938964844,232.1300048828125
2022-11-01,235.7400054931641,227.3300018310547,228.1699981689453
2022-11-02,231.3000030517578,220.0399932861328,220.1000061035156
2022-11-03,220.41000366210935,213.97999572753903,214.25
2022-11-04,221.58999633789065,213.42999267578125,221.38999938964844
2022-11-07,228.41000366210935,221.27999877929688,227.8699951171875
2022-11-08,231.6499938964844,225.83999633789065,228.8699951171875
2022-11-09,228.6300048828125,224.3300018310547,224.50999450683597
2022-11-10,243.3300018310547,235.0,242.97999572753903
2022-11-11,247.9900054931641,241.92999267578125,247.1100006103516
","date,Middle,Upper,Lower,close
2022-06-07,269.5350036621094,293.54197387695314,247.85802001953124,272.5
2022-06-08,271.30499267578125,293.54197387695314,249.84468630981445,270.4100036621094
2022-06-09,268.6699981689453,293.54197387695314,249.84468630981445,264.7900085449219
2022-06-10,256.55499267578125,293.54197387695314,249.84468630981445,252.9900054931641
2022-06-13,245.2750015258789,269.6312062546082,249.84468630981445,242.25999450683597
2022-06-14,243.62500000000003,266.8145875517548,249.84468630981445,244.4900054931641
2022-06-15,250.86000061035156,266.8145875517548,249.84468630981445,251.75999450683597
2022-06-16,245.22000122070312,266.8145875517548,249.84468630981445,244.97000122070312
2022-06-17,247.26499938964844,266.8145875517548,249.84468630981445,247.6499938964844
2022-06-21,252.12999725341797,266.8145875517548,249.84468630981445,253.7400054931641
2022-06-22,253.77000427246094,266.8145875517548,249.84468630981445,253.1300048828125
2022-06-23,256.5,266.8145875517548,249.84468630981445,258.8599853515625
2022-06-24,264.8500061035156,266.8145875517548,241.58730126313924,267.70001220703125
2022-06-27,265.7899932861328,266.8145875517548,243.34756222569249,264.8900146484375
2022-06-28,261.61500549316406,266.8145875517548,243.34756222569249,256.4800109863281
2022-06-29,258.86499786376953,266.8145875517548,243.34756222569249,260.260009765625
2022-06-30,256.2149963378906,266.8145875517548,243.34756222569249,256.8299865722656
2022-07-01,257.1899948120117,266.8145875517548,243.34756222569249,259.5799865722656
2022-07-05,258.8600082397461,266.8145875517548,243.34756222569249,262.8500061035156
2022-07-06,265.1949920654297,266.8145875517548,243.40454932037008,266.2099914550781
2022-07-07,267.0399932861328,266.8145875517548,246.21659225210263,268.3999938964844
2022-07-08,265.69500732421875,266.8145875517548,246.21659225210263,267.6600036621094
2022-07-11,264.35499572753906,266.8145875517548,246.21659225210263,264.510009765625
2022-07-12,258.98999786376953,266.8145875517548,246.21659225210263,253.6699981689453
2022-07-13,250.8300018310547,266.8145875517548,246.21659225210263,252.72000122070312
2022-07-14,250.54000091552734,266.8145875517548,246.21659225210263,254.0800018310547
2022-07-15,257.5699996948242,266.8145875517548,246.21659225210263,256.7200012207031
2022-07-18,257.0699996948242,266.8145875517548,246.21659225210263,254.25
2022-07-19,256.6999969482422,266.8145875517548,246.21659225210263,259.5299987792969
2022-07-20,261.88999938964844,266.8145875517548,246.21659225210263,262.2699890136719
2022-07-21,260.9600067138672,266.8145875517548,246.21659225210263,264.8399963378906
2022-07-22,262.1999969482422,266.8145875517548,246.21659225210263,260.3599853515625
2022-07-25,259.1549987792969,266.8145875517548,246.21659225210263,258.8299865722656
2022-07-26,254.72500610351562,266.8145875517548,246.21659225210263,251.8999938964844
2022-07-27,264.4499969482422,266.8145875517548,246.21659225210263,268.739990234375
2022-07-28,272.85499572753906,266.8145875517548,247.5668087444233,276.4100036621094
2022-07-29,279.31500244140625,266.8145875517548,254.87863525523488,280.739990234375
2022-08-01,278.55999755859375,266.8145875517548,254.93526635861764,278.010009765625
2022-08-02,275.135009765625,266.8145875517548,254.93526635861764,274.82000732421875
2022-08-03,280.05499267578125,266.8145875517548,256.79486128270685,282.4700012207031
2022-08-04,281.98500061035156,266.8145875517548,259.96189004701426,283.6499938964844
2022-08-05,281.1649932861328,266.8145875517548,259.96189004701426,282.9100036621094
2022-08-08,282.62001037597656,266.8145875517548,261.45938865902883,280.32000732421875
2022-08-09,280.34498596191406,266.8145875517548,261.45938865902883,282.29998779296875
2022-08-10,288.375,266.8145875517548,267.504993149995,289.1600036621094
2022-08-11,288.86000061035156,266.8145875517548,268.66699993851114,287.0199890136719
2022-08-12,289.4250030517578,266.8145875517548,269.7603020808905,291.9100036621094
2022-08-15,292.1449890136719,266.8145875517548,273.22575594262565,293.4700012207031
2022-08-16,292.2300109863281,266.8145875517548,274.1167026872303,292.7099914550781
2022-08-17,291.4100036621094,266.8145875517548,274.1167026872303,291.32000732421875
2022-08-18,290.4949951171875,266.8145875517548,274.1167026872303,290.1700134277344
2022-08-19,287.4049987792969,266.8145875517548,274.1167026872303,286.1499938964844
2022-08-22,279.8399963378906,266.8145875517548,274.1167026872303,277.75
2022-08-23,277.12998962402344,266.8145875517548,274.1167026872303,276.44000244140625
2022-08-24,276.1699981689453,266.8145875517548,274.1167026872303,275.7900085449219
2022-08-25,276.7699890136719,266.8145875517548,274.1167026872303,278.8500061035156
2022-08-26,274.1600036621094,291.73432628088227,274.1167026872303,268.0899963378906
2022-08-29,265.625,282.7138874272081,274.1167026872303,265.2300109863281
2022-08-30,263.85499572753906,281.15198965128417,274.1167026872303,262.9700012207031
2022-08-31,264.21998596191406,281.15198965128417,274.1167026872303,261.4700012207031
2022-09-01,258.15000915527344,275.53917317149524,274.1167026872303,260.3999938964844
2022-09-02,259.60499572753906,275.53917317149524,274.1167026872303,256.0599975585937
2022-09-06,254.88499450683594,273.5101096329248,274.1167026872303,253.25
2022-09-07,256.0249938964844,273.5101096329248,274.1167026872303,258.0899963378906
2022-09-08,257.60999298095703,273.5101096329248,274.1167026872303,258.5199890136719
2022-09-09,262.760009765625,273.5101096329248,274.1167026872303,264.4599914550781
2022-09-12,266.3050079345703,273.5101096329248,274.1167026872303,266.6499938964844
2022-09-13,255.9949951171875,273.5101096329248,274.1167026872303,251.9900054931641
2022-09-14,252.0449981689453,271.61831585572793,274.1167026872303,252.22000122070312
2022-09-15,247.70999908447266,267.78598408704966,274.1167026872303,245.3800048828125
2022-09-16,243.68000030517578,262.7443890047607,274.1167026872303,244.7400054931641
2022-09-19,242.99500274658203,261.43995056204835,274.1167026872303,244.5200042724609
2022-09-20,241.5749969482422,259.6394514470056,274.1167026872303,242.4499969482422
2022-09-21,243.27999877929688,259.6394514470056,274.1167026872303,238.9499969482422
2022-09-22,240.71500396728516,259.5994127338421,274.1167026872303,240.97999572753903
2022-09-23,238.16500091552734,256.9399711857997,274.1167026872303,237.9199981689453
2022-09-26,239.17499542236328,256.9399711857997,274.1167026872303,237.4499969482422
2022-09-27,238.1500015258789,256.7762291843014,274.1167026872303,236.41000366210935
2022-09-28,238.52999877929688,256.7762291843014,274.1167026872303,241.07000732421875
2022-09-29,237.18000030517578,256.3172474550801,274.1167026872303,237.5
2022-09-30,236.63499450683594,256.20151620932796,274.1167026872303,232.8999938964844
2022-10-03,238.13500213623047,256.20151620932796,274.1167026872303,240.7400054931641
2022-10-04,247.6699981689453,256.20151620932796,274.1167026872303,248.8800048828125
2022-10-05,247.34000396728516,256.20151620932796,274.1167026872303,249.1999969482422
2022-10-06,248.20999908447266,256.20151620932796,274.1167026872303,246.7899932861328
2022-10-07,237.24500274658203,256.20151620932796,274.1167026872303,234.2400054931641
2022-10-10,230.64499664306638,252.95865666314884,274.1167026872303,229.25
2022-10-11,226.58499908447266,248.2092929194414,274.1167026872303,225.41000366210935
2022-10-12,225.91000366210938,246.54186628252657,274.1167026872303,225.75
2022-10-13,227.61500549316406,246.54186628252657,274.1167026872303,234.2400054931641
2022-10-14,232.79000091552737,246.54186628252657,274.1167026872303,228.55999755859372
2022-10-17,237.0500030517578,246.54186628252657,274.1167026872303,237.52999877929688
2022-10-18,239.64999389648438,246.54186628252657,274.1167026872303,238.5
2022-10-19,236.9499969482422,246.54186628252657,274.1167026872303,236.47999572753903
2022-10-20,238.08999633789062,246.54186628252657,274.1167026872303,236.1499938964844
2022-10-21,238.75,246.54186628252657,274.1167026872303,242.1199951171875
2022-10-24,244.56999969482422,246.54186628252657,221.32210181061063,247.25
2022-10-25,248.43499755859375,246.54186628252657,225.9488920262781,250.66000366210935
2022-10-26,234.18000030517578,246.54186628252657,225.9488920262781,231.32000732421875
2022-10-27,229.73500061035156,246.54186628252657,225.9488920262781,226.75
2022-10-28,231.32500457763672,246.54186628252657,225.9488920262781,235.8699951171875
2022-10-31,233.03499603271484,246.54186628252657,225.9488920262781,232.1300048828125
2022-11-01,231.53500366210938,246.54186628252657,225.9488920262781,228.1699981689453
2022-11-02,225.6699981689453,251.92914176368447,225.9488920262781,220.1000061035156
2022-11-03,217.1949996948242,242.75723131046053,225.9488920262781,214.25
2022-11-04,217.50999450683594,242.75723131046053,225.9488920262781,221.38999938964844
2022-11-07,224.84500122070312,242.75723131046053,225.9488920262781,227.8699951171875
2022-11-08,228.74499511718753,242.75723131046053,225.9488920262781,228.8699951171875
2022-11-09,226.4800033569336,242.75723131046053,225.9488920262781,224.50999450683597
2022-11-10,239.16500091552734,242.75723131046053,212.6216633888664,242.97999572753903
2022-11-11,244.95999908447266,242.75723131046053,219.25299146526294,247.1100006103516
"
3259,US,technical,"Calculate the percentage of days where Starbucks's high was less than the lower channel of SuperTrend from December 16, 2023 to March 20, 2024. (Standard parameters: period 10, multiplier 3; Require 5n data points to warm up) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.1923,medium,channel,"Mid_t = (H_t + L_t) / 2; BasicUpper_t = Mid_t + m * ATR_n^{Wilder}; BasicLower_t = Mid_t - m * ATR_n^{Wilder}; in long state Lower_t = max(BasicLower_t, Lower_{t-1}), flip to short if C_t < Lower_t; in short state Upper_t = min(BasicUpper_t, Upper_{t-1}), flip to long if C_t > Upper_t","date,high,low,close
2023-10-06,93.33999633789062,91.68000030517578,92.8499984741211
2023-10-09,92.79000091552734,91.43000030517578,92.68000030517578
2023-10-10,93.97000122070312,92.87000274658205,93.18000030517578
2023-10-11,93.62999725341795,91.8499984741211,91.9499969482422
2023-10-12,92.25,90.7699966430664,91.41999816894533
2023-10-13,92.05999755859376,91.0500030517578,91.4800033569336
2023-10-16,93.86000061035156,91.8499984741211,93.6500015258789
2023-10-17,94.19000244140624,92.62999725341795,94.18000030517578
2023-10-18,94.52999877929688,93.5,93.75
2023-10-19,95.66000366210938,94.16999816894533,94.41999816894533
2023-10-20,95.08999633789062,94.13999938964844,94.19000244140624
2023-10-23,95.02999877929688,93.29000091552734,94.1999969482422
2023-10-24,94.9800033569336,94.05999755859376,94.62000274658205
2023-10-25,95.36000061035156,93.97000122070312,94.0
2023-10-26,94.4800033569336,92.5999984741211,92.66999816894533
2023-10-27,93.7300033569336,91.7699966430664,92.0199966430664
2023-10-30,93.70999908447266,92.72000122070312,93.1500015258789
2023-10-31,93.31999969482422,92.0,92.23999786376952
2023-11-01,91.86000061035156,90.5500030517578,91.3499984741211
2023-11-02,101.91999816894533,99.73999786376952,100.01000213623048
2023-11-03,103.7699966430664,100.5,102.6500015258789
2023-11-06,104.08999633789062,101.97000122070312,104.02999877929688
2023-11-07,104.38999938964844,103.33000183105467,103.68000030517578
2023-11-08,104.81999969482422,103.6500015258789,104.3000030517578
2023-11-09,104.45999908447266,102.02999877929688,102.2300033569336
2023-11-10,104.3499984741211,101.9800033569336,104.33000183105467
2023-11-13,104.2300033569336,102.95999908447266,103.51000213623048
2023-11-14,105.81999969482422,104.23999786376952,105.5999984741211
2023-11-15,106.54000091552734,105.66000366210938,106.02999877929688
2023-11-16,107.66000366210938,106.1999969482422,107.20999908447266
2023-11-17,107.5,105.4800033569336,105.56999969482422
2023-11-20,105.47000122070312,103.86000061035156,104.3000030517578
2023-11-21,104.68000030517578,103.16999816894533,103.69000244140624
2023-11-22,104.68000030517578,103.27999877929688,103.44000244140624
2023-11-24,103.5999984741211,102.47000122070312,102.77999877929688
2023-11-27,103.08999633789062,102.06999969482422,102.36000061035156
2023-11-28,102.0500030517578,100.88999938964844,101.18000030517578
2023-11-29,101.69000244140624,99.52999877929688,99.8499984741211
2023-11-30,100.12000274658205,98.41999816894533,99.3000030517578
2023-12-01,99.27999877929688,97.5199966430664,99.1999969482422
2023-12-04,98.87999725341795,96.7699966430664,97.5999984741211
2023-12-05,97.4800033569336,94.8499984741211,95.54000091552734
2023-12-06,97.16999816894533,95.47000122070312,97.0199966430664
2023-12-07,97.6999969482422,96.2699966430664,96.44000244140624
2023-12-08,96.86000061035156,95.80999755859376,96.61000061035156
2023-12-11,99.01000213623048,97.22000122070312,98.12000274658205
2023-12-12,98.5999984741211,97.43000030517578,98.1500015258789
2023-12-13,98.63999938964844,96.81999969482422,98.11000061035156
2023-12-14,98.79000091552734,97.1500015258789,97.83999633789062
2023-12-15,98.23999786376952,96.55999755859376,96.75
2023-12-18,97.31999969482422,95.91999816894533,96.55999755859376
2023-12-19,98.0500030517578,96.94000244140624,97.72000122070312
2023-12-20,96.87999725341795,94.6500015258789,94.70999908447266
2023-12-21,95.44000244140624,94.47000122070312,95.33000183105467
2023-12-22,95.83000183105467,94.33999633789062,95.27999877929688
2023-12-26,95.69000244140624,94.95999908447266,95.66999816894533
2023-12-27,95.77999877929688,94.79000091552734,95.29000091552734
2023-12-28,95.97000122070312,95.11000061035156,95.93000030517578
2023-12-29,96.3499984741211,95.3499984741211,96.01000213623048
2024-01-02,95.9499969482422,93.62000274658205,93.66999816894533
2024-01-03,94.23999786376952,93.05999755859376,93.2300033569336
2024-01-04,94.58000183105467,93.0,93.5500030517578
2024-01-05,93.58000183105467,92.4800033569336,92.98999786376952
2024-01-08,94.56999969482422,92.9499969482422,94.19000244140624
2024-01-09,93.7300033569336,92.86000061035156,93.08999633789062
2024-01-10,93.69000244140624,92.87999725341795,93.5
2024-01-11,93.63999938964844,91.9000015258789,92.94000244140624
2024-01-12,93.4000015258789,91.7699966430664,91.9800033569336
2024-01-16,92.7300033569336,91.7300033569336,92.6999969482422
2024-01-17,91.95999908447266,91.4000015258789,91.7699966430664
2024-01-18,93.43000030517578,91.81999969482422,93.33999633789062
2024-01-19,94.23999786376952,92.63999938964844,93.86000061035156
2024-01-22,93.91999816894533,92.80999755859376,93.06999969482422
2024-01-23,93.6500015258789,91.7699966430664,91.97000122070312
2024-01-24,92.83999633789062,91.98999786376952,92.04000091552734
2024-01-25,92.6500015258789,91.72000122070312,92.61000061035156
2024-01-26,93.48999786376952,92.41000366210938,92.8000030517578
2024-01-29,93.93000030517578,92.23999786376952,93.8000030517578
2024-01-30,94.68000030517578,92.58999633789062,94.08000183105467
2024-01-31,98.36000061035156,93.0199966430664,93.02999877929688
2024-02-01,93.5999984741211,91.87000274658205,93.37000274658205
2024-02-02,93.61000061035156,91.66999816894533,92.98999786376952
2024-02-05,92.87000274658205,91.9000015258789,92.51000213623048
2024-02-06,95.6999969482422,92.3499984741211,95.66999816894533
2024-02-07,96.66000366210938,94.43000030517578,95.30999755859376
2024-02-08,96.69000244140624,93.93000030517578,96.58999633789062
2024-02-09,97.98999786376952,96.29000091552734,97.3000030517578
2024-02-12,97.13999938964844,95.37999725341795,95.47000122070312
2024-02-13,95.55999755859376,93.38999938964844,93.87000274658205
2024-02-14,94.47000122070312,93.76000213623048,94.06999969482422
2024-02-15,94.23999786376952,93.0,93.22000122070312
2024-02-16,94.18000030517578,92.75,93.22000122070312
2024-02-20,94.12000274658205,93.06999969482422,93.45999908447266
2024-02-21,95.7699966430664,93.7699966430664,95.0199966430664
2024-02-22,96.08000183105467,94.13999938964844,95.77999877929688
2024-02-23,96.93000030517578,95.58000183105467,95.62000274658205
2024-02-26,95.56999969482422,94.25,94.27999877929688
2024-02-27,94.66000366210938,93.5999984741211,94.12999725341795
2024-02-28,93.97000122070312,92.7699966430664,93.0
2024-02-29,95.0999984741211,93.9800033569336,94.9000015258789
2024-03-01,94.56999969482422,92.91000366210938,93.16000366210938
2024-03-04,93.31999969482422,92.04000091552734,92.45999908447266
2024-03-05,92.16999816894533,91.06999969482422,91.22000122070312
2024-03-06,92.02999877929688,91.12000274658205,91.6500015258789
2024-03-07,91.76000213623048,90.30999755859376,90.9499969482422
2024-03-08,91.52999877929688,90.5999984741211,91.05999755859376
2024-03-11,92.95999908447266,91.16999816894533,92.06999969482422
2024-03-12,92.72000122070312,91.20999908447266,92.4000015258789
2024-03-13,92.87000274658205,90.87000274658205,91.61000061035156
2024-03-14,91.70999908447266,90.41000366210938,91.66000366210938
2024-03-15,92.0199966430664,90.0999984741211,90.12000274658205
2024-03-18,91.43000030517578,90.52999877929688,91.01000213623048
2024-03-19,91.9000015258789,90.86000061035156,91.58999633789062
2024-03-20,92.62999725341795,91.5199966430664,92.5999984741211
","date,Middle,Upper,Lower,high
2023-10-20,94.61499786376953,99.57099990844728,90.25900192260741,95.08999633789062
2023-10-23,94.15999984741211,99.57099990844728,90.25900192260741,95.02999877929688
2023-10-24,94.52000045776367,99.57099990844728,90.25900192260741,94.9800033569336
2023-10-25,94.66500091552734,99.57099990844728,90.31421478034973,95.36000061035156
2023-10-26,93.54000091552734,99.57099990844728,90.31421478034973,94.4800033569336
2023-10-27,92.75,99.57099990844728,90.31421478034973,93.7300033569336
2023-10-30,93.21500015258789,99.57099990844728,90.31421478034973,93.70999908447266
2023-10-31,92.65999984741211,99.57099990844728,90.31421478034973,93.31999969482422
2023-11-01,91.20500183105469,99.57099990844728,90.31421478034973,91.86000061035156
2023-11-02,100.82999801635742,99.57099990844728,93.48132456795817,101.91999816894533
2023-11-03,102.1349983215332,99.57099990844728,94.3931938659231,103.7699966430664
2023-11-06,103.02999877929688,99.57099990844728,95.42637623409152,104.08999633789062
2023-11-07,103.86000061035156,99.57099990844728,96.69874105208862,104.38999938964844
2023-11-08,104.23500061035156,99.57099990844728,97.43886755723132,104.81999969482422
2023-11-09,103.24499893188477,99.57099990844728,97.43886755723132,104.45999908447266
2023-11-10,103.16500091552734,99.57099990844728,97.43886755723132,104.3499984741211
2023-11-13,103.59500122070312,99.57099990844728,97.43886755723132,104.2300033569336
2023-11-14,105.02999877929688,99.57099990844728,98.40080599377092,105.81999969482422
2023-11-15,106.10000228881836,99.57099990844728,99.85172804942312,106.54000091552734
2023-11-16,106.93000030517578,99.57099990844728,100.8175520248763,107.66000366210938
2023-11-17,106.4900016784668,99.57099990844728,100.8175520248763,107.5
2023-11-20,104.66500091552734,99.57099990844728,100.8175520248763,105.47000122070312
2023-11-21,103.92499923706055,99.57099990844728,100.8175520248763,104.68000030517578
2023-11-22,103.97999954223633,99.57099990844728,100.8175520248763,104.68000030517578
2023-11-24,103.03499984741211,99.57099990844728,100.8175520248763,103.5999984741211
2023-11-27,102.57999801635742,99.57099990844728,100.8175520248763,103.08999633789062
2023-11-28,101.47000122070312,99.57099990844728,100.8175520248763,102.0500030517578
2023-11-29,100.61000061035156,105.88663135516933,100.8175520248763,101.69000244140624
2023-11-30,99.27000045776369,104.52896950139069,100.8175520248763,100.12000274658205
2023-12-01,98.39999771118164,103.66707177305337,100.8175520248763,99.27999877929688
2023-12-04,97.82499694824219,103.29436369547948,100.8175520248763,98.87999725341795
2023-12-05,96.16500091552734,101.9124309880409,100.8175520248763,97.4800033569336
2023-12-06,96.31999969482422,101.9124309880409,100.8175520248763,97.16999816894533
2023-12-07,96.9849967956543,101.9124309880409,100.8175520248763,97.6999969482422
2023-12-08,96.33499908447266,101.6390758636827,100.8175520248763,96.86000061035156
2023-12-11,98.1150016784668,101.6390758636827,100.8175520248763,99.01000213623048
2023-12-12,98.01499938964844,101.6390758636827,100.8175520248763,98.5999984741211
2023-12-13,97.72999954223633,101.6390758636827,100.8175520248763,98.63999938964844
2023-12-14,97.97000122070312,101.6390758636827,100.8175520248763,98.79000091552734
2023-12-15,97.39999771118164,101.6390758636827,100.8175520248763,98.23999786376952
2023-12-18,96.61999893188477,101.6390758636827,100.8175520248763,97.31999969482422
2023-12-19,97.49500274658202,101.6390758636827,100.8175520248763,98.0500030517578
2023-12-20,95.76499938964844,101.25526640337405,100.8175520248763,96.87999725341795
2023-12-21,94.95500183105469,100.18724250961867,100.8175520248763,95.44000244140624
2023-12-22,95.08499908447266,100.18724250961867,100.8175520248763,95.83000183105467
2023-12-26,95.32500076293945,100.18441820281065,100.8175520248763,95.69000244140624
2023-12-27,95.28499984741211,99.95547490242704,100.8175520248763,95.77999877929688
2023-12-28,95.54000091552734,99.95547490242704,100.8175520248763,95.97000122070312
2023-12-29,95.8499984741211,99.95547490242704,100.8175520248763,96.3499984741211
2024-01-02,94.78499984741212,99.38575612772797,100.8175520248763,95.9499969482422
2024-01-03,93.64999771118164,98.14467845501864,100.8175520248763,94.23999786376952
2024-01-04,93.79000091552734,98.14467845501864,100.8175520248763,94.58000183105467
2024-01-05,93.03000259399414,97.42729403312319,100.8175520248763,93.58000183105467
2024-01-08,93.7599983215332,97.42729403312319,100.8175520248763,94.56999969482422
2024-01-09,93.29500198364258,97.42729403312319,100.8175520248763,93.7300033569336
2024-01-10,93.2849998474121,97.42729403312319,100.8175520248763,93.69000244140624
2024-01-11,92.77000045776367,97.0732491764877,100.8175520248763,93.63999938964844
2024-01-12,92.58499908447266,96.94692439616804,100.8175520248763,93.4000015258789
2024-01-16,92.2300033569336,96.45573613745944,100.8175520248763,92.7300033569336
2024-01-17,91.68000030517578,95.87315843435803,100.8175520248763,91.95999908447266
2024-01-18,92.625,95.87315843435803,100.8175520248763,93.43000030517578
2024-01-19,93.43999862670898,95.87315843435803,100.8175520248763,94.23999786376952
2024-01-22,93.36499786376955,95.87315843435803,100.8175520248763,93.91999816894533
2024-01-23,92.70999908447266,95.87315843435803,100.8175520248763,93.6500015258789
2024-01-24,92.41499710083008,95.87315843435803,100.8175520248763,92.83999633789062
2024-01-25,92.18500137329102,95.87315843435803,100.8175520248763,92.6500015258789
2024-01-26,92.95000076293945,95.87315843435803,100.8175520248763,93.48999786376952
2024-01-29,93.08499908447266,95.87315843435803,100.8175520248763,93.93000030517578
2024-01-30,93.6349983215332,95.87315843435803,100.8175520248763,94.68000030517578
2024-01-31,95.68999862670898,95.87315843435803,100.8175520248763,98.36000061035156
2024-02-01,92.73500061035156,95.87315843435803,100.8175520248763,93.5999984741211
2024-02-02,92.63999938964844,95.87315843435803,100.8175520248763,93.61000061035156
2024-02-05,92.38500213623047,95.87315843435803,100.8175520248763,92.87000274658205
2024-02-06,94.02499771118164,95.87315843435803,100.8175520248763,95.6999969482422
2024-02-07,95.54500198364258,95.87315843435803,100.8175520248763,96.66000366210938
2024-02-08,95.31000137329102,95.87315843435803,89.23165771929754,96.69000244140624
2024-02-09,97.13999938964844,95.87315843435803,91.15949101658167,97.98999786376952
2024-02-12,96.2599983215332,95.87315843435803,91.15949101658167,97.13999938964844
2024-02-13,94.4749984741211,95.87315843435803,91.15949101658167,95.55999755859376
2024-02-14,94.1150016784668,95.87315843435803,91.15949101658167,94.47000122070312
2024-02-15,93.61999893188477,95.87315843435803,91.15949101658167,94.23999786376952
2024-02-16,93.46500015258789,95.87315843435803,91.15949101658167,94.18000030517578
2024-02-20,93.59500122070312,95.87315843435803,91.15949101658167,94.12000274658205
2024-02-21,94.7699966430664,95.87315843435803,91.15949101658167,95.7699966430664
2024-02-22,95.11000061035156,95.87315843435803,91.15949101658167,96.08000183105467
2024-02-23,96.25500106811523,95.87315843435803,91.15949101658167,96.93000030517578
2024-02-26,94.90999984741211,95.87315843435803,91.15949101658167,95.56999969482422
2024-02-27,94.13000106811523,95.87315843435803,91.15949101658167,94.66000366210938
2024-02-28,93.36999893188477,95.87315843435803,91.15949101658167,93.97000122070312
2024-02-29,94.54000091552734,95.87315843435803,91.15949101658167,95.0999984741211
2024-03-01,93.7400016784668,95.87315843435803,91.15949101658167,94.56999969482422
2024-03-04,92.68000030517578,95.87315843435803,91.15949101658167,93.31999969482422
2024-03-05,91.61999893188477,95.87315843435803,91.15949101658167,92.16999816894533
2024-03-06,91.57500076293945,95.87315843435803,91.15949101658167,92.02999877929688
2024-03-07,91.03499984741212,95.66156424499155,91.15949101658167,91.76000213623048
2024-03-08,91.06499862670898,95.50790667608321,91.15949101658167,91.52999877929688
2024-03-11,92.06499862670898,95.50790667608321,91.15949101658167,92.95999908447266
2024-03-12,91.96500015258789,95.50790667608321,91.15949101658167,92.72000122070312
2024-03-13,91.87000274658205,95.50790667608321,91.15949101658167,92.87000274658205
2024-03-14,91.06000137329102,95.50790667608321,91.15949101658167,91.70999908447266
2024-03-15,91.05999755859375,95.50790667608321,91.15949101658167,92.0199966430664
2024-03-18,90.97999954223633,95.50790667608321,91.15949101658167,91.43000030517578
2024-03-19,91.38000106811523,95.50790667608321,91.15949101658167,91.9000015258789
2024-03-20,92.07499694824219,95.50790667608321,91.15949101658167,92.62999725341795
"
3260,US,technical,"From April 04, 2021 to May 28, 2021, how many times did a death cross occur between the 5-day and 30-day Simple Moving Average lines for Waters Corporation? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2021-02-22,279.8099975585937
2021-02-23,278.8800048828125
2021-02-24,279.8999938964844
2021-02-25,278.2300109863281
2021-02-26,273.8800048828125
2021-03-01,277.0400085449219
2021-03-02,274.0299987792969
2021-03-03,265.7799987792969
2021-03-04,261.6300048828125
2021-03-05,266.44000244140625
2021-03-08,264.6700134277344
2021-03-09,272.67999267578125
2021-03-10,272.45001220703125
2021-03-11,273.0799865722656
2021-03-12,268.8299865722656
2021-03-15,272.6300048828125
2021-03-16,269.7699890136719
2021-03-17,268.1300048828125
2021-03-18,268.760009765625
2021-03-19,268.70001220703125
2021-03-22,271.6300048828125
2021-03-23,270.69000244140625
2021-03-24,269.04998779296875
2021-03-25,273.0
2021-03-26,281.2200012207031
2021-03-29,284.0199890136719
2021-03-30,282.510009765625
2021-03-31,284.1700134277344
2021-04-01,284.7200012207031
2021-04-05,295.6499938964844
2021-04-06,302.2300109863281
2021-04-07,296.3500061035156
2021-04-08,304.1300048828125
2021-04-09,307.1400146484375
2021-04-12,307.0400085449219
2021-04-13,307.9100036621094
2021-04-14,296.6700134277344
2021-04-15,299.6499938964844
2021-04-16,299.8999938964844
2021-04-19,298.8099975585937
2021-04-20,296.2699890136719
2021-04-21,301.2200012207031
2021-04-22,304.6400146484375
2021-04-23,306.5
2021-04-26,304.3500061035156
2021-04-27,304.2699890136719
2021-04-28,300.44000244140625
2021-04-29,302.1099853515625
2021-04-30,299.8699951171875
2021-05-03,301.6700134277344
2021-05-04,299.75
2021-05-05,308.4599914550781
2021-05-06,309.010009765625
2021-05-07,314.6499938964844
2021-05-10,317.6300048828125
2021-05-11,315.8900146484375
2021-05-12,303.6400146484375
2021-05-13,315.4800109863281
2021-05-14,312.239990234375
2021-05-17,308.94000244140625
2021-05-18,305.07000732421875
2021-05-19,306.45001220703125
2021-05-20,311.4599914550781
2021-05-21,312.2200012207031
2021-05-24,317.20001220703125
2021-05-25,321.1400146484375
2021-05-26,319.739990234375
2021-05-27,323.739990234375
2021-05-28,322.25
","date,5-day,30-day
2021-04-05,286.21400146484376,274.3993347167969
2021-04-06,289.856005859375,275.14666849772135
2021-04-07,292.62400512695314,275.7290018717448
2021-04-08,296.6160034179687,276.5366689046224
2021-04-09,301.1000061035156,277.5003356933594
2021-04-12,303.3780090332031,278.605669148763
2021-04-13,304.5140075683594,279.6346689860026
2021-04-14,304.5780090332031,280.38933614095055
2021-04-15,303.6820068359375,281.5183359781901
2021-04-16,302.2340026855469,282.79400227864585
2021-04-19,300.58800048828124,283.8730021158854
2021-04-20,298.25999755859374,284.92633463541665
2021-04-21,299.1699951171875,285.87766825358074
2021-04-22,300.1679992675781,286.95066833496094
2021-04-23,301.4880004882813,288.0646687825521
2021-04-26,302.59600219726565,289.24866943359376
2021-04-27,304.1960021972656,290.30333557128904
2021-04-28,304.0400024414063,291.32566935221354
2021-04-29,303.53399658203125,292.4583353678385
2021-04-30,302.20799560546874,293.4953348795573
2021-05-03,301.6719970703125,294.5943349202474
2021-05-04,300.76799926757815,295.5316680908203
2021-05-05,302.3719970703125,296.79066772460936
2021-05-06,303.752001953125,298.12266845703124
2021-05-07,306.7080017089844,299.51100158691406
2021-05-10,309.9,300.72466837565105
2021-05-11,313.1280029296875,301.78700256347656
2021-05-12,312.16400756835935,302.4913360595703
2021-05-13,313.4580078125,303.5350026448568
2021-05-14,312.97600708007815,304.45233561197915
2021-05-17,311.2380065917969,304.8953358968099
2021-05-18,309.0740051269531,304.99000244140626
2021-05-19,309.63600463867186,305.32666931152346
2021-05-20,308.8320007324219,305.5710021972656
2021-05-21,308.8280029296875,305.74033508300784
2021-05-24,310.4800048828125,306.07900187174477
2021-05-25,313.6940063476562,306.52000223795574
2021-05-26,316.352001953125,307.28900146484375
2021-05-27,318.80800170898436,308.0920013427734
2021-05-28,320.8140014648437,308.837001546224
"
3261,US,technical,"How many death cross occurred between the 5-day and 10-day Simple Moving Average lines for Conagra Brands from July 05, 2024 to December 20, 2024? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2024-06-21,28.81999969482422
2024-06-24,29.34000015258789
2024-06-25,29.06999969482422
2024-06-26,28.489999771118164
2024-06-27,28.34000015258789
2024-06-28,28.420000076293945
2024-07-01,28.299999237060547
2024-07-02,28.32999992370605
2024-07-03,28.1299991607666
2024-07-05,28.239999771118164
2024-07-08,28.399999618530277
2024-07-09,28.739999771118164
2024-07-10,28.809999465942383
2024-07-11,28.3799991607666
2024-07-12,28.350000381469727
2024-07-15,28.600000381469727
2024-07-16,28.989999771118164
2024-07-17,30.1200008392334
2024-07-18,30.09000015258789
2024-07-19,29.6299991607666
2024-07-22,29.65999984741211
2024-07-23,29.270000457763672
2024-07-24,29.86000061035156
2024-07-25,29.530000686645508
2024-07-26,29.940000534057617
2024-07-29,30.15999984741211
2024-07-30,30.3799991607666
2024-07-31,30.31999969482422
2024-08-01,30.25
2024-08-02,30.899999618530277
2024-08-05,30.01000022888184
2024-08-06,29.93000030517578
2024-08-07,29.780000686645508
2024-08-08,30.299999237060547
2024-08-09,30.149999618530277
2024-08-12,29.82999992370605
2024-08-13,30.36000061035156
2024-08-14,30.81999969482422
2024-08-15,30.170000076293945
2024-08-16,30.420000076293945
2024-08-19,31.09000015258789
2024-08-20,30.770000457763672
2024-08-21,30.739999771118164
2024-08-22,30.479999542236328
2024-08-23,30.6299991607666
2024-08-26,31.040000915527344
2024-08-27,31.270000457763672
2024-08-28,31.540000915527344
2024-08-29,31.040000915527344
2024-08-30,31.200000762939453
2024-09-03,31.920000076293945
2024-09-04,32.40999984741211
2024-09-05,32.529998779296875
2024-09-06,32.7400016784668
2024-09-09,32.83000183105469
2024-09-10,32.790000915527344
2024-09-11,31.46999931335449
2024-09-12,31.75
2024-09-13,32.04999923706055
2024-09-16,32.599998474121094
2024-09-17,32.560001373291016
2024-09-18,32.72999954223633
2024-09-19,32.38999938964844
2024-09-20,32.29999923706055
2024-09-23,32.310001373291016
2024-09-24,32.31999969482422
2024-09-25,32.290000915527344
2024-09-26,32.4900016784668
2024-09-27,32.470001220703125
2024-09-30,32.52000045776367
2024-10-01,32.720001220703125
2024-10-02,30.07999992370605
2024-10-03,29.350000381469727
2024-10-04,29.51000022888184
2024-10-07,29.100000381469727
2024-10-08,29.200000762939453
2024-10-09,29.309999465942383
2024-10-10,29.440000534057617
2024-10-11,29.3700008392334
2024-10-14,29.450000762939453
2024-10-15,29.57999992370605
2024-10-16,29.71999931335449
2024-10-17,30.309999465942383
2024-10-18,30.31999969482422
2024-10-21,29.51000022888184
2024-10-22,29.479999542236328
2024-10-23,29.450000762939453
2024-10-24,29.350000381469727
2024-10-25,29.43000030517578
2024-10-28,29.76000022888184
2024-10-29,29.43000030517578
2024-10-30,29.43000030517578
2024-10-31,28.940000534057617
2024-11-01,28.96999931335449
2024-11-04,28.770000457763672
2024-11-05,29.07999992370605
2024-11-06,28.899999618530277
2024-11-07,28.309999465942383
2024-11-08,28.440000534057617
2024-11-11,27.739999771118164
2024-11-12,27.68000030517578
2024-11-13,27.63999938964844
2024-11-14,27.450000762939453
2024-11-15,26.700000762939453
2024-11-18,26.61000061035156
2024-11-19,26.479999542236328
2024-11-20,27.1200008392334
2024-11-21,27.170000076293945
2024-11-22,27.420000076293945
2024-11-25,27.450000762939453
2024-11-26,27.489999771118164
2024-11-27,27.450000762939453
2024-11-29,27.549999237060547
2024-12-02,27.81999969482422
2024-12-03,27.709999084472656
2024-12-04,27.31999969482422
2024-12-05,27.81999969482422
2024-12-06,27.239999771118164
2024-12-09,27.739999771118164
2024-12-10,27.84000015258789
2024-12-11,27.729999542236328
2024-12-12,28.06999969482422
2024-12-13,28.200000762939453
2024-12-16,27.899999618530277
2024-12-17,27.8799991607666
2024-12-18,27.3700008392334
2024-12-19,26.809999465942383
2024-12-20,27.11000061035156
","date,5-day,10-day
2024-07-05,28.283999633789062,28.547999763488768
2024-07-08,28.27999954223633,28.505999755859374
2024-07-09,28.367999649047853,28.445999717712404
2024-07-10,28.463999557495118,28.41999969482422
2024-07-11,28.51399955749512,28.408999633789062
2024-07-12,28.53599967956543,28.409999656677247
2024-07-15,28.57599983215332,28.427999687194824
2024-07-16,28.62599983215332,28.496999740600586
2024-07-17,28.888000106811525,28.67599983215332
2024-07-18,29.230000305175782,28.87199993133545
2024-07-19,29.486000061035156,29.010999870300292
2024-07-22,29.697999954223633,29.136999893188477
2024-07-23,29.754000091552733,29.189999961853026
2024-07-24,29.702000045776366,29.295000076293945
2024-07-25,29.59000015258789,29.410000228881835
2024-07-26,29.652000427246094,29.569000244140625
2024-07-29,29.752000427246095,29.725000190734864
2024-07-30,29.97400016784668,29.864000129699708
2024-07-31,30.06599998474121,29.88400001525879
2024-08-01,30.20999984741211,29.9
2024-08-02,30.40199966430664,30.02700004577637
2024-08-05,30.371999740600586,30.06200008392334
2024-08-06,30.28199996948242,30.12800006866455
2024-08-07,30.17400016784668,30.120000076293945
2024-08-08,30.18400001525879,30.196999931335448
2024-08-09,30.03400001525879,30.217999839782713
2024-08-12,29.997999954223634,30.184999847412108
2024-08-13,30.084000015258788,30.182999992370604
2024-08-14,30.29199981689453,30.232999992370605
2024-08-15,30.26599998474121,30.225
2024-08-16,30.320000076293944,30.177000045776367
2024-08-19,30.572000122070314,30.285000038146972
2024-08-20,30.654000091552735,30.369000053405763
2024-08-21,30.638000106811525,30.464999961853028
2024-08-22,30.7,30.482999992370605
2024-08-23,30.74199981689453,30.53099994659424
2024-08-26,30.731999969482423,30.65200004577637
2024-08-27,30.83199996948242,30.743000030517578
2024-08-28,30.99200019836426,30.815000152587892
2024-08-29,31.10400047302246,30.90200023651123
2024-08-30,31.21800079345703,30.980000305175782
2024-09-03,31.394000625610353,31.063000297546388
2024-09-04,31.62200050354004,31.22700023651123
2024-09-05,31.820000076293944,31.4060001373291
2024-09-06,32.160000228881835,31.632000350952147
2024-09-09,32.48600044250488,31.852000617980956
2024-09-10,32.66000061035156,32.02700061798096
2024-09-11,32.47200050354004,32.04700050354004
2024-09-12,32.31600074768066,32.068000411987306
2024-09-13,32.17800025939941,32.169000244140626
2024-09-16,32.1319995880127,32.30900001525879
2024-09-17,32.08599967956543,32.373000144958496
2024-09-18,32.337999725341795,32.40500011444092
2024-09-19,32.465999603271484,32.39100017547607
2024-09-20,32.51599960327148,32.346999931335446
2024-09-23,32.45800018310547,32.29499988555908
2024-09-24,32.40999984741211,32.24799976348877
2024-09-25,32.322000122070314,32.329999923706055
2024-09-26,32.342000579833986,32.40400009155273
2024-09-27,32.3760009765625,32.446000289916995
2024-09-30,32.41800079345703,32.43800048828125
2024-10-01,32.49800109863281,32.45400047302246
2024-10-02,32.05600090026856,32.18900051116943
2024-10-03,31.42800064086914,31.88500061035156
2024-10-04,30.836000442504883,31.606000709533692
2024-10-07,30.152000427246094,31.285000610351563
2024-10-08,29.448000335693358,30.973000717163085
2024-10-09,29.294000244140626,30.67500057220459
2024-10-10,29.312000274658203,30.370000457763673
2024-10-11,29.284000396728516,30.0600004196167
2024-10-14,29.35400047302246,29.753000450134277
2024-10-15,29.43000030517578,29.43900032043457
2024-10-16,29.512000274658202,29.403000259399413
2024-10-17,29.686000061035156,29.49900016784668
2024-10-18,29.87599983215332,29.580000114440917
2024-10-21,29.887999725341796,29.62100009918213
2024-10-22,29.867999649047853,29.648999977111817
2024-10-23,29.813999938964844,29.663000106811523
2024-10-24,29.62200012207031,29.654000091552735
2024-10-25,29.444000244140625,29.660000038146972
2024-10-28,29.494000244140626,29.69099998474121
2024-10-29,29.484000396728515,29.676000022888182
2024-10-30,29.480000305175782,29.647000122070313
2024-10-31,29.39800033569336,29.510000228881836
2024-11-01,29.3060001373291,29.375000190734863
2024-11-04,29.108000183105467,29.30100021362305
2024-11-05,29.038000106811523,29.26100025177002
2024-11-06,28.931999969482423,29.206000137329102
2024-11-07,28.805999755859375,29.102000045776368
2024-11-08,28.7,29.00300006866455
2024-11-11,28.493999862670897,28.801000022888182
2024-11-12,28.213999938964843,28.626000022888185
2024-11-13,27.961999893188477,28.446999931335448
2024-11-14,27.79000015258789,28.297999954223634
2024-11-15,27.44200019836426,28.07100009918213
2024-11-18,27.216000366210938,27.85500011444092
2024-11-19,26.976000213623045,27.595000076293946
2024-11-20,26.87200050354004,27.417000198364256
2024-11-21,26.816000366210936,27.303000259399415
2024-11-22,26.960000228881835,27.201000213623047
2024-11-25,27.128000259399414,27.172000312805174
2024-11-26,27.33000030517578,27.153000259399413
2024-11-27,27.39600028991699,27.134000396728517
2024-11-29,27.472000122070312,27.144000244140624
2024-12-02,27.552000045776367,27.256000137329103
2024-12-03,27.60399971008301,27.36599998474121
2024-12-04,27.56999969482422,27.45
2024-12-05,27.64399948120117,27.51999988555908
2024-12-06,27.581999588012696,27.526999855041502
2024-12-09,27.565999603271486,27.558999824523926
2024-12-10,27.591999816894532,27.59799976348877
2024-12-11,27.673999786376953,27.621999740600586
2024-12-12,27.723999786376954,27.683999633789064
2024-12-13,27.915999984741212,27.748999786376952
2024-12-16,27.947999954223633,27.75699977874756
2024-12-17,27.955999755859374,27.773999786376955
2024-12-18,27.88400001525879,27.778999900817873
2024-12-19,27.631999969482422,27.677999877929686
2024-12-20,27.413999938964842,27.664999961853027
"
3262,US,technical,"During May 06, 2024 to October 18, 2024, how many times did Salesforce's 5-day and 30-day Simple Moving Average lines form a death cross? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2024-03-25,306.0599975585937
2024-03-26,305.8299865722656
2024-03-27,301.3800048828125
2024-03-28,301.17999267578125
2024-04-01,302.260009765625
2024-04-02,304.0
2024-04-03,304.739990234375
2024-04-04,294.1400146484375
2024-04-05,301.9100036621094
2024-04-08,301.7300109863281
2024-04-09,302.3699951171875
2024-04-10,299.6199951171875
2024-04-11,299.1499938964844
2024-04-12,294.32000732421875
2024-04-15,272.8999938964844
2024-04-16,277.4100036621094
2024-04-17,276.32000732421875
2024-04-18,271.9200134277344
2024-04-19,270.3699951171875
2024-04-22,273.8099975585937
2024-04-23,276.67999267578125
2024-04-24,276.19000244140625
2024-04-25,273.1400146484375
2024-04-26,274.2900085449219
2024-04-29,275.739990234375
2024-04-30,268.94000244140625
2024-05-01,268.69000244140625
2024-05-02,272.1300048828125
2024-05-03,273.6600036621094
2024-05-06,275.6300048828125
2024-05-07,277.17999267578125
2024-05-08,278.9700012207031
2024-05-09,275.1700134277344
2024-05-10,276.6700134277344
2024-05-13,277.5199890136719
2024-05-14,276.79998779296875
2024-05-15,287.5400085449219
2024-05-16,284.67999267578125
2024-05-17,285.6099853515625
2024-05-20,287.07000732421875
2024-05-21,283.760009765625
2024-05-22,283.82000732421875
2024-05-23,278.57000732421875
2024-05-24,272.2900085449219
2024-05-28,269.8299865722656
2024-05-29,271.6199951171875
2024-05-30,218.00999450683597
2024-05-31,234.44000244140625
2024-06-03,236.6199951171875
2024-06-04,234.8600006103516
2024-06-05,236.52999877929688
2024-06-06,242.75999450683597
2024-06-07,241.8500061035156
2024-06-10,241.83999633789065
2024-06-11,240.9900054931641
2024-06-12,235.8000030517578
2024-06-13,229.02999877929688
2024-06-14,231.94000244140625
2024-06-17,230.47999572753903
2024-06-18,231.80999755859372
2024-06-20,241.8000030517578
2024-06-21,245.05999755859372
2024-06-24,239.94000244140625
2024-06-25,241.75999450683597
2024-06-26,243.1499938964844
2024-06-27,252.8500061035156
2024-06-28,257.1000061035156
2024-07-01,256.2099914550781
2024-07-02,256.19000244140625
2024-07-03,260.95001220703125
2024-07-05,263.19000244140625
2024-07-08,257.3699951171875
2024-07-09,252.42999267578125
2024-07-10,252.58999633789065
2024-07-11,251.1199951171875
2024-07-12,253.97000122070312
2024-07-15,252.8600006103516
2024-07-16,256.0299987792969
2024-07-17,251.22000122070312
2024-07-18,247.3500061035156
2024-07-19,247.6300048828125
2024-07-22,254.0800018310547
2024-07-23,256.0599975585937
2024-07-24,249.77999877929688
2024-07-25,256.5199890136719
2024-07-26,262.7099914550781
2024-07-29,258.5899963378906
2024-07-30,257.92999267578125
2024-07-31,258.79998779296875
2024-08-01,253.05999755859372
2024-08-02,243.97000122070312
2024-08-05,239.00999450683597
2024-08-06,238.4199981689453
2024-08-07,240.0399932861328
2024-08-08,249.1199951171875
2024-08-09,252.52999877929688
2024-08-12,251.30999755859372
2024-08-13,254.6000061035156
2024-08-14,255.32000732421875
2024-08-15,262.7900085449219
2024-08-16,262.9100036621094
2024-08-19,265.3800048828125
2024-08-20,261.8399963378906
2024-08-21,261.0899963378906
2024-08-22,258.5899963378906
2024-08-23,264.0
2024-08-26,265.2799987792969
2024-08-27,264.20001220703125
2024-08-28,258.8999938964844
2024-08-29,257.010009765625
2024-08-30,252.8999938964844
2024-09-03,248.05999755859372
2024-09-04,247.67999267578125
2024-09-05,246.1199951171875
2024-09-06,243.97000122070312
2024-09-09,245.75999450683597
2024-09-10,246.16000366210935
2024-09-11,249.57000732421875
2024-09-12,253.3699951171875
2024-09-13,254.57000732421875
2024-09-16,256.9100036621094
2024-09-17,255.19000244140625
2024-09-18,252.42999267578125
2024-09-19,265.989990234375
2024-09-20,266.79998779296875
2024-09-23,264.2099914550781
2024-09-24,270.44000244140625
2024-09-25,274.0899963378906
2024-09-26,275.760009765625
2024-09-27,276.6400146484375
2024-09-30,273.7099914550781
2024-10-01,270.8699951171875
2024-10-02,279.4800109863281
2024-10-03,280.9100036621094
2024-10-04,287.75
2024-10-07,284.57000732421875
2024-10-08,291.57000732421875
2024-10-09,287.9200134277344
2024-10-10,290.1700134277344
2024-10-11,288.1000061035156
2024-10-14,291.6400146484375
2024-10-15,288.3500061035156
2024-10-16,290.8599853515625
2024-10-17,291.1099853515625
2024-10-18,292.94000244140625
","date,5-day,30-day
2024-05-06,271.81000366210935,286.5503346761068
2024-05-07,273.4580017089844,285.58766784667966
2024-05-08,275.5140014648438,284.6923350016276
2024-05-09,276.12200317382815,283.81866861979165
2024-05-10,276.7240051269531,283.0016693115234
2024-05-13,277.102001953125,282.177001953125
2024-05-14,277.0260009765625,281.2703348795573
2024-05-15,278.74000244140626,280.69700215657554
2024-05-16,280.6419982910156,280.3816680908203
2024-05-17,282.42999267578125,279.8383341471354
2024-05-20,284.3399963378906,279.34966735839845
2024-05-21,285.73200073242185,278.7293345133464
2024-05-22,284.9880004882813,278.2026682535807
2024-05-23,283.76600341796876,277.51666870117185
2024-05-24,281.1020080566406,276.78233540852864
2024-05-28,277.65400390625,276.6800018310547
2024-05-29,275.2260009765625,276.48700154622395
2024-05-30,262.0639984130859,274.54333445231117
2024-05-31,253.23799743652344,273.2940007527669
2024-06-03,246.10399475097657,272.1690007527669
2024-06-04,239.10999755859376,270.87066752115885
2024-06-05,232.0919982910156,269.53233439127604
2024-06-06,237.04199829101563,268.41800079345705
2024-06-07,238.5239990234375,267.37500050862633
2024-06-10,239.56799926757813,266.29333343505857
2024-06-11,240.79400024414062,265.13500061035154
2024-06-12,240.64800109863282,264.0303339640299
2024-06-13,237.902001953125,262.70833384195964
2024-06-14,235.9200012207031,261.36866709391273
2024-06-17,233.64800109863282,259.92933349609376
2024-06-18,231.81199951171874,258.4686665852865
2024-06-20,233.01199951171876,257.289333597819
2024-06-21,236.21799926757814,256.1590001424154
2024-06-24,237.81799926757813,254.9846664428711
2024-06-25,240.0739990234375,253.8209991455078
2024-06-26,242.3419982910156,252.67533264160156
2024-06-27,244.5519989013672,251.8769999186198
2024-06-28,246.96000061035156,250.86233317057292
2024-07-01,250.21399841308593,249.9133331298828
2024-07-02,253.1,248.93266703287762
2024-07-03,256.6600036621094,248.06200052897137
2024-07-05,258.7280029296875,247.37633361816407
2024-07-08,258.78200073242186,246.49466654459636
2024-07-09,258.0260009765625,245.62333272298176
2024-07-10,257.3059997558594,244.96666564941407
2024-07-11,255.33999633789062,244.34299926757814
2024-07-12,253.49599609375,243.75466613769532
2024-07-15,252.5939971923828,244.9163330078125
2024-07-16,253.31399841308593,245.63599955240886
2024-07-17,253.03999938964844,246.12266642252604
2024-07-18,252.28600158691407,246.53899993896485
2024-07-19,251.01800231933595,246.90900014241535
2024-07-22,251.26200256347656,247.2863337198893
2024-07-23,251.26800231933595,247.76000010172527
2024-07-24,250.9800018310547,248.02466684977213
2024-07-25,252.81399841308593,248.5423329671224
2024-07-26,255.82999572753906,249.4393325805664
2024-07-29,256.73199462890625,250.42466583251954
2024-07-30,257.1059936523437,251.29099884033204
2024-07-31,258.9099914550781,252.23499857584636
2024-08-01,258.2179931640625,252.94333190917968
2024-08-02,254.4699951171875,253.01566518147786
2024-08-05,250.55399475097656,252.81399841308593
2024-08-06,246.65199584960936,252.7633316040039
2024-08-07,242.89999694824218,252.70599822998048
2024-08-08,242.11199645996095,252.90499827067057
2024-08-09,243.8239959716797,252.8943313598633
2024-08-12,246.28399658203125,252.70133107503256
2024-08-13,249.5199981689453,252.64766489664714
2024-08-14,252.5760009765625,252.61866505940756
2024-08-15,255.31000366210938,252.67999827067058
2024-08-16,257.38600463867186,252.67066497802733
2024-08-19,260.20000610351565,252.9376653035482
2024-08-20,261.64800415039065,253.25133209228517
2024-08-21,262.802001953125,253.5346654256185
2024-08-22,261.9619995117188,253.7836654663086
2024-08-23,262.17999877929685,254.1179987589518
2024-08-26,262.1599975585938,254.53199869791666
2024-08-27,262.6320007324219,254.80433247884113
2024-08-28,262.1940002441406,255.06033223470052
2024-08-29,261.8780029296875,255.38233235677083
2024-08-30,259.6580017089844,255.55799865722656
2024-09-03,256.21400146484376,255.35733184814453
2024-09-04,252.90999755859374,255.07799835205077
2024-09-05,250.35399780273437,254.95599822998048
2024-09-06,247.74599609375,254.53766530354818
2024-09-09,246.3179962158203,253.97266540527343
2024-09-10,245.93799743652343,253.55833231608074
2024-09-11,246.31600036621094,253.2796661376953
2024-09-12,247.76600036621093,253.09866638183593
2024-09-13,249.88600158691406,253.1490000406901
2024-09-16,252.11600341796876,253.58033345540363
2024-09-17,253.92200317382813,254.11966705322266
2024-09-18,254.49400024414064,254.5866668701172
2024-09-19,257.01799926757815,255.45166676839193
2024-09-20,259.4639953613281,256.0409998575846
2024-09-23,260.9239929199219,256.43033294677736
2024-09-24,263.9739929199219,257.06799977620443
2024-09-25,268.3059936523438,257.71766611735023
2024-09-26,270.25999755859374,258.3989995320638
2024-09-27,272.2280029296875,258.860666402181
2024-09-30,274.1280029296875,259.22066599527994
2024-10-01,274.21400146484376,259.4036656697591
2024-10-02,275.29200439453126,259.99166615804035
2024-10-03,276.32200317382814,260.65233306884767
2024-10-04,278.54400024414065,261.624333190918
2024-10-07,280.71600341796875,262.3100001017253
2024-10-08,284.856005859375,263.1863337198893
2024-10-09,286.54400634765625,263.9770004272461
2024-10-10,288.39600830078126,265.0193344116211
2024-10-11,288.46600952148435,266.05566762288413
2024-10-14,289.8800109863281,267.34700164794924
2024-10-15,289.2360107421875,268.6900019327799
2024-10-16,289.8240051269531,270.1293350219727
2024-10-17,290.0119995117187,271.6290013631185
2024-10-18,290.97999877929686,273.2613347371419
"
3263,US,technical,"For Deckers Brands, how many times did the 60-day and 20-day Simple Moving Average lines produce a golden cross between May 12, 2021 and December 01, 2021? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2021-02-17,53.94333267211914
2021-02-18,53.87166595458984
2021-02-19,55.19333267211914
2021-02-22,54.67333221435547
2021-02-23,54.05833435058594
2021-02-24,55.24666595458984
2021-02-25,53.176666259765625
2021-02-26,54.35166549682617
2021-03-01,55.255001068115234
2021-03-02,54.28166580200195
2021-03-03,53.494998931884766
2021-03-04,51.73333358764648
2021-03-05,52.731666564941406
2021-03-08,52.82833480834961
2021-03-09,53.77166748046875
2021-03-10,52.65666580200195
2021-03-11,54.52333450317383
2021-03-12,54.709999084472656
2021-03-15,57.22499847412109
2021-03-16,56.45000076293945
2021-03-17,57.35499954223633
2021-03-18,55.15999984741211
2021-03-19,56.45000076293945
2021-03-22,55.46666717529297
2021-03-23,53.10499954223633
2021-03-24,51.95500183105469
2021-03-25,53.625
2021-03-26,55.63999938964844
2021-03-29,53.38833236694336
2021-03-30,54.27999877929688
2021-03-31,55.06999969482422
2021-04-01,55.08666610717773
2021-04-05,55.16666793823242
2021-04-06,56.494998931884766
2021-04-07,56.5533332824707
2021-04-08,56.0966682434082
2021-04-09,57.06666564941406
2021-04-12,57.65666580200195
2021-04-13,55.96666717529297
2021-04-14,56.02333450317383
2021-04-15,56.58833312988281
2021-04-16,56.84333419799805
2021-04-19,56.209999084472656
2021-04-20,54.64166641235352
2021-04-21,55.494998931884766
2021-04-22,55.77000045776367
2021-04-23,57.29499816894531
2021-04-26,56.49666595458984
2021-04-27,57.78166580200195
2021-04-28,58.26333236694336
2021-04-29,58.55666732788086
2021-04-30,56.36666870117188
2021-05-03,57.768333435058594
2021-05-04,58.30500030517578
2021-05-05,57.456668853759766
2021-05-06,56.73666763305664
2021-05-07,56.88166809082031
2021-05-10,55.00166702270508
2021-05-11,53.94499969482422
2021-05-12,52.33666610717773
2021-05-13,53.88833236694336
2021-05-14,55.95833206176758
2021-05-17,56.87333297729492
2021-05-18,55.41999816894531
2021-05-19,53.86000061035156
2021-05-20,51.869998931884766
2021-05-21,55.959999084472656
2021-05-24,56.44333267211914
2021-05-25,55.92166519165039
2021-05-26,57.038333892822266
2021-05-27,56.518333435058594
2021-05-28,55.90666580200195
2021-06-01,56.973331451416016
2021-06-02,55.15999984741211
2021-06-03,54.80666732788086
2021-06-04,53.99666595458984
2021-06-07,54.133331298828125
2021-06-08,54.25
2021-06-09,53.96833419799805
2021-06-10,54.16666793823242
2021-06-11,55.74166870117188
2021-06-14,55.76333236694336
2021-06-15,55.65499877929688
2021-06-16,54.508331298828125
2021-06-17,54.268333435058594
2021-06-18,54.22833251953125
2021-06-21,56.119998931884766
2021-06-22,58.025001525878906
2021-06-23,58.70000076293945
2021-06-24,59.31333160400391
2021-06-25,63.44333267211914
2021-06-28,63.72833251953125
2021-06-29,63.79999923706055
2021-06-30,64.01166534423828
2021-07-01,64.97666931152344
2021-07-02,65.4383316040039
2021-07-06,64.55833435058594
2021-07-07,65.0999984741211
2021-07-08,63.95333480834961
2021-07-09,65.0
2021-07-12,65.65666961669922
2021-07-13,64.83499908447266
2021-07-14,64.32167053222656
2021-07-15,63.47666549682617
2021-07-16,62.46500015258789
2021-07-19,62.4716682434082
2021-07-20,64.30833435058594
2021-07-21,64.5
2021-07-22,66.11166381835938
2021-07-23,67.65333557128906
2021-07-26,68.48332977294922
2021-07-27,66.36333465576172
2021-07-28,67.40833282470703
2021-07-29,67.78166961669922
2021-07-30,68.4749984741211
2021-08-02,70.74666595458984
2021-08-03,71.73999786376953
2021-08-04,72.76166534423828
2021-08-05,72.50166320800781
2021-08-06,72.44999694824219
2021-08-09,72.16500091552734
2021-08-10,71.84166717529297
2021-08-11,72.34333038330078
2021-08-12,71.69499969482422
2021-08-13,72.40833282470703
2021-08-16,72.38166809082031
2021-08-17,70.34833526611328
2021-08-18,71.3566665649414
2021-08-19,71.27166748046875
2021-08-20,72.42333221435547
2021-08-23,72.25
2021-08-24,72.538330078125
2021-08-25,71.97166442871094
2021-08-26,70.5199966430664
2021-08-27,70.55833435058594
2021-08-30,70.27999877929688
2021-08-31,69.74166870117188
2021-09-01,69.38500213623047
2021-09-02,67.77333068847656
2021-09-03,68.3499984741211
2021-09-07,68.05500030517578
2021-09-08,66.87999725341797
2021-09-09,67.79499816894531
2021-09-10,69.31666564941406
2021-09-13,69.80500030517578
2021-09-14,72.77166748046875
2021-09-15,72.70833587646484
2021-09-16,73.32333374023438
2021-09-17,72.49833679199219
2021-09-20,70.98999786376953
2021-09-21,70.41666412353516
2021-09-22,70.8116683959961
2021-09-23,71.16666412353516
2021-09-24,64.79166412353516
2021-09-27,63.74833297729492
2021-09-28,62.57833480834961
2021-09-29,62.051666259765625
2021-09-30,60.03333282470703
2021-10-01,60.91166687011719
2021-10-04,61.11166763305664
2021-10-05,60.82666778564453
2021-10-06,60.64500045776367
2021-10-07,62.686668395996094
2021-10-08,59.973331451416016
2021-10-11,55.11666870117188
2021-10-12,56.48833465576172
2021-10-13,57.89500045776367
2021-10-14,58.63666534423828
2021-10-15,59.71166610717773
2021-10-18,61.26166534423828
2021-10-19,60.39833450317383
2021-10-20,59.87833404541016
2021-10-21,63.28166580200195
2021-10-22,63.176666259765625
2021-10-25,64.29833221435547
2021-10-26,62.959999084472656
2021-10-27,62.720001220703125
2021-10-28,63.39166641235352
2021-10-29,65.88500213623047
2021-11-01,68.54499816894531
2021-11-02,65.92832946777344
2021-11-03,68.03500366210938
2021-11-04,69.3499984741211
2021-11-05,70.5683364868164
2021-11-08,69.61166381835938
2021-11-09,70.86499786376953
2021-11-10,70.4433364868164
2021-11-11,70.55500030517578
2021-11-12,71.2249984741211
2021-11-15,69.61499786376953
2021-11-16,71.44999694824219
2021-11-17,72.80833435058594
2021-11-18,73.05000305175781
2021-11-19,72.41666412353516
2021-11-22,71.84333038330078
2021-11-23,70.98332977294922
2021-11-24,71.00666809082031
2021-11-26,69.08833312988281
2021-11-29,69.19999694824219
2021-11-30,67.56666564941406
2021-12-01,66.26499938964844
","date,60-day,20-day
2021-05-12,55.34205551147461,56.43700008392334
2021-05-13,55.34113883972168,56.30200004577637
2021-05-14,55.37591660817464,56.25774993896484
2021-05-17,55.403916613260904,56.29091663360596
2021-05-18,55.416361045837405,56.32983322143555
2021-05-19,55.413055483500166,56.24808330535889
2021-05-20,55.35677769978841,56.05308322906494
2021-05-21,55.40316658020019,55.98633327484131
2021-05-24,55.438027699788414,55.983666610717776
2021-05-25,55.449138768514,55.8906665802002
2021-05-26,55.495083236694335,55.82941665649414
2021-05-27,55.545472145080566,55.72749996185303
2021-05-28,55.61502768198649,55.70449981689453
2021-06-01,55.68572209676107,55.664749717712404
2021-06-02,55.72458318074544,55.50749969482422
2021-06-03,55.74183317820231,55.374999618530275
2021-06-04,55.764166514078774,55.237999534606935
2021-06-07,55.757666460673015,55.100582695007326
2021-06-08,55.749999809265134,55.06299934387207
2021-06-09,55.695722071329754,55.06416606903076
2021-06-10,55.657666524251304,55.15566616058349
2021-06-11,55.63077767690023,55.24833297729492
2021-06-14,55.64083321889242,55.23858299255371
2021-06-15,55.6275831858317,55.17766628265381
2021-06-16,55.611610921223956,55.13208293914795
2021-06-17,55.63099981943766,55.1524995803833
2021-06-18,55.66888866424561,55.270416259765625
2021-06-21,55.71047197977702,55.27841625213623
2021-06-22,55.75022201538086,55.35749969482422
2021-06-23,55.83874982198079,55.49641647338867
2021-06-24,55.922638702392575,55.61016635894775
2021-06-25,56.06219425201416,55.956416320800784
2021-06-28,56.20622202555339,56.34749965667724
2021-06-29,56.350110880533855,56.68883304595947
2021-06-30,56.47538865407308,57.13141632080078
2021-07-01,56.615777587890626,57.63991641998291
2021-07-02,56.77147197723389,58.21199970245361
2021-07-06,56.89633312225342,58.73324985504151
2021-07-07,57.02038866678874,59.27574977874756
2021-07-08,57.15349979400635,59.77499980926514
2021-07-09,57.303110885620114,60.31666641235351
2021-07-12,57.45424982706706,60.81241645812988
2021-07-13,57.58744424184163,61.26599979400635
2021-07-14,57.72263876597086,61.699333381652835
2021-07-15,57.86988875071208,62.14775009155274
2021-07-16,57.9860554377238,62.5575834274292
2021-07-19,58.097749900817874,62.969750213623044
2021-07-20,58.21463883717855,63.379166984558104
2021-07-21,58.34802773793538,63.70291690826416
2021-07-22,58.486861038208005,64.07350006103516
2021-07-23,58.64336109161377,64.49050025939941
2021-07-26,58.80880546569824,64.74250011444092
2021-07-27,58.975416564941405,64.87425022125244
2021-07-28,59.13608322143555,65.05466690063477
2021-07-29,59.294027709960936,65.24316711425782
2021-07-30,59.47766653696696,65.4180835723877
2021-08-02,59.71116650899251,65.68350028991699
2021-08-03,59.958805338541666,66.04258346557617
2021-08-04,60.25480531056722,66.42566680908203
2021-08-05,60.56408303578694,66.85308322906494
2021-08-06,60.899305216471355,67.22558307647705
2021-08-09,61.20391635894775,67.55099964141846
2021-08-10,61.46863861083985,67.90133304595948
2021-08-11,61.72647190093994,68.30241603851319
2021-08-12,61.997721926371256,68.71333274841308
2021-08-13,62.306860796610515,69.21049938201904
2021-08-16,62.64872194925944,69.70599937438965
2021-08-17,62.88852755228678,70.00799942016602
2021-08-18,63.13708311716716,70.35083274841308
2021-08-19,63.39291648864746,70.60883293151855
2021-08-20,63.64933312733968,70.84733276367187
2021-08-23,63.9115275700887,71.03566627502441
2021-08-24,64.18872197469075,71.34441604614258
2021-08-25,64.438694190979,71.57258262634278
2021-08-26,64.69469413757324,71.70949897766113
2021-08-27,64.957221921285,71.81366577148438
2021-08-30,65.22861080169677,71.79033241271972
2021-08-31,65.4887497584025,71.69041595458984
2021-09-01,65.74099979400634,71.52158279418946
2021-09-02,65.97108306884766,71.2851661682129
2021-09-03,66.20747191111246,71.08016624450684
2021-09-07,66.41269410451254,70.87466621398926
2021-09-08,66.59797185262045,70.6265827178955
2021-09-09,66.80030517578125,70.39916610717773
2021-09-10,67.04711074829102,70.28024940490722
2021-09-13,67.30605519612631,70.15008277893067
2021-09-14,67.6151107788086,70.16958274841309
2021-09-15,67.89158306121826,70.28758277893067
2021-09-16,68.14655526479085,70.38591613769532
2021-09-17,68.37652753194173,70.44724960327149
2021-09-20,68.57113863627116,70.37558288574219
2021-09-21,68.68736082712809,70.28391609191894
2021-09-22,68.80541642506917,70.1975830078125
2021-09-23,68.92819417317709,70.1573329925537
2021-09-24,68.94119415283203,69.87091636657715
2021-09-27,68.92072188059488,69.5304162979126
2021-09-28,68.87305526733398,69.14533309936523
2021-09-29,68.8312774658203,68.76083297729492
2021-09-30,68.74683303833008,68.29324951171876
2021-10-01,68.69613857269287,67.95016632080078
2021-10-04,68.63133303324382,67.58824977874755
2021-10-05,68.55083300272624,67.226833152771
2021-10-06,68.48099969228109,66.91508331298829
2021-10-07,68.45374965667725,66.65966682434082
2021-10-08,68.39536075592041,66.19250011444092
2021-10-11,68.27288856506348,65.45808353424073
2021-10-12,68.1731663386027,64.64391689300537
2021-10-13,68.066277440389,63.90325012207031
2021-10-14,67.9685551961263,63.16891670227051
2021-10-15,67.86188856760661,62.52958316802979
2021-10-18,67.7553607304891,62.04316654205322
2021-10-19,67.62061080932617,61.542250061035155
2021-10-20,67.51252746582031,60.99558334350586
2021-10-21,67.44374968210856,60.601333427429196
2021-10-22,67.36699962615967,60.52058353424072
2021-10-25,67.29738852183024,60.54808349609375
2021-10-26,67.16761074066162,60.5671667098999
2021-10-27,67.01727746327718,60.600583457946776
2021-10-28,66.86111081441244,60.7685001373291
2021-10-29,66.7508331298828,61.01716690063476
2021-11-01,66.68574981689453,61.3888334274292
2021-11-02,66.5818052927653,61.64391651153564
2021-11-03,66.5183609008789,62.01341667175293
2021-11-04,66.46847203572591,62.34658317565918
2021-11-05,66.44969431559245,62.8763334274292
2021-11-08,66.40308316548665,63.60108318328857
2021-11-09,66.37780532836913,64.31991634368896
2021-11-10,66.37938868204752,64.9473331451416
2021-11-11,66.3660275777181,65.54324989318847
2021-11-12,66.36524976094564,66.11891651153564
2021-11-15,66.31844418843588,66.53658313751221
2021-11-16,66.3051108042399,67.08916625976562
2021-11-17,66.30961087544759,67.73566627502441
2021-11-18,66.3275831858317,68.22408313751221
2021-11-19,66.35919431050618,68.68608303070069
2021-11-22,66.38061091105143,69.06333293914795
2021-11-23,66.39233309427897,69.46449947357178
2021-11-24,66.41341641743978,69.87883281707764
2021-11-26,66.40847193400064,70.16366615295411
2021-11-29,66.43224970499675,70.32941589355468
2021-11-30,66.4191941579183,70.28049926757812
2021-12-01,66.38936080932618,70.29733276367188
"
3264,US,technical,"From June 03, 2022 to July 04, 2022, count the number of golden cross occurrences between the 10-day and 30-day Simple Moving Average lines for Thermo Fisher Scientific. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",0.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close
2022-04-22,561.280029296875
2022-04-25,544.1599731445312
2022-04-26,516.4400024414062
2022-04-27,520.47998046875
2022-04-28,558.8900146484375
2022-04-29,552.9199829101562
2022-05-02,545.52001953125
2022-05-03,546.3200073242188
2022-05-04,562.97998046875
2022-05-05,550.510009765625
2022-05-06,546.6799926757812
2022-05-09,517.3900146484375
2022-05-10,526.22998046875
2022-05-11,520.0
2022-05-12,525.7999877929688
2022-05-13,541.4199829101562
2022-05-16,539.3800048828125
2022-05-17,554.5999755859375
2022-05-18,542.1699829101562
2022-05-19,550.739990234375
2022-05-20,555.1500244140625
2022-05-23,555.2100219726562
2022-05-24,548.8200073242188
2022-05-25,534.27001953125
2022-05-26,540.1099853515625
2022-05-27,572.3499755859375
2022-05-31,567.5700073242188
2022-06-01,556.219970703125
2022-06-02,570.0999755859375
2022-06-03,558.0999755859375
2022-06-06,552.8800048828125
2022-06-07,560.6599731445312
2022-06-08,552.0599975585938
2022-06-09,539.8200073242188
2022-06-10,526.8800048828125
2022-06-13,511.9100036621094
2022-06-14,507.4500122070313
2022-06-15,514.760009765625
2022-06-16,504.8900146484375
2022-06-17,500.8999938964844
2022-06-21,513.5399780273438
2022-06-22,519.219970703125
2022-06-23,540.5999755859375
2022-06-24,544.8099975585938
2022-06-27,543.6400146484375
2022-06-28,535.77001953125
2022-06-29,535.9199829101562
2022-06-30,543.280029296875
2022-07-01,548.27001953125
","date,10-day,30-day
2022-06-03,555.7899963378907,546.0603291829427
2022-06-06,555.5629943847656,545.7803283691406
2022-06-07,556.1079895019532,546.3303283691406
2022-06-08,556.4319885253906,547.5176615397136
2022-06-09,556.9869873046875,548.1623291015625
2022-06-10,555.6639892578125,547.0953287760417
2022-06-13,549.6199920654296,545.7283294677734
2022-06-14,543.6079925537109,544.4593292236328
2022-06-15,539.4619964599609,543.407329305013
2022-06-16,532.9410003662109,541.4709971110026
2022-06-17,527.2210021972656,539.8173299153646
2022-06-21,523.2869995117187,538.7126627604167
2022-06-22,519.1429992675781,538.7736612955729
2022-06-23,517.9969970703125,539.2526611328125
2022-06-24,518.49599609375,540.0796610514323
2022-06-27,520.1719970703125,540.6743286132812
2022-06-28,522.5579986572266,540.485996500651
2022-06-29,525.404995727539,540.3706624348958
2022-06-30,528.2569976806641,539.993330891927
2022-07-01,532.5949981689453,540.1966654459635
"
3265,US,technical,"From November 03, 2019 to September 30, 2020, how many times did a death cross occur between the 60-day and 20-day Weighted Moving Average lines for Ares Management? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2019-08-12,27.600000381469727
2019-08-13,28.059999465942383
2019-08-14,27.209999084472656
2019-08-15,27.100000381469727
2019-08-16,28.32999992370605
2019-08-19,29.06999969482422
2019-08-20,28.690000534057617
2019-08-21,28.90999984741211
2019-08-22,28.8799991607666
2019-08-23,27.93000030517578
2019-08-26,27.690000534057617
2019-08-27,27.809999465942383
2019-08-28,28.299999237060547
2019-08-29,29.25
2019-08-30,29.100000381469727
2019-09-03,28.3700008392334
2019-09-04,29.299999237060547
2019-09-05,29.82999992370605
2019-09-06,29.90999984741211
2019-09-09,30.01000022888184
2019-09-10,29.1299991607666
2019-09-11,29.82999992370605
2019-09-12,30.399999618530277
2019-09-13,30.100000381469727
2019-09-16,30.450000762939453
2019-09-17,30.700000762939453
2019-09-18,30.850000381469727
2019-09-19,29.40999984741211
2019-09-20,29.36000061035156
2019-09-23,29.63999938964844
2019-09-24,28.65999984741211
2019-09-25,29.799999237060547
2019-09-26,29.75
2019-09-27,27.75
2019-09-30,26.809999465942383
2019-10-01,26.40999984741211
2019-10-02,26.229999542236328
2019-10-03,26.46999931335449
2019-10-04,26.420000076293945
2019-10-07,26.059999465942383
2019-10-08,25.93000030517578
2019-10-09,26.200000762939453
2019-10-10,26.06999969482422
2019-10-11,26.649999618530277
2019-10-14,26.309999465942383
2019-10-15,26.739999771118164
2019-10-16,26.3799991607666
2019-10-17,27.170000076293945
2019-10-18,27.850000381469727
2019-10-21,28.26000022888184
2019-10-22,27.959999084472656
2019-10-23,28.770000457763672
2019-10-24,28.190000534057617
2019-10-25,28.25
2019-10-28,29.299999237060547
2019-10-29,29.670000076293945
2019-10-30,29.729999542236328
2019-10-31,29.56999969482422
2019-11-01,31.3700008392334
2019-11-04,32.72999954223633
2019-11-05,31.770000457763672
2019-11-06,32.0
2019-11-07,32.150001525878906
2019-11-08,31.59000015258789
2019-11-11,31.86000061035156
2019-11-12,31.59000015258789
2019-11-13,31.88999938964844
2019-11-14,31.709999084472656
2019-11-15,31.56999969482422
2019-11-18,32.33000183105469
2019-11-19,32.86000061035156
2019-11-20,33.150001525878906
2019-11-21,32.18000030517578
2019-11-22,32.130001068115234
2019-11-25,32.75
2019-11-26,33.279998779296875
2019-11-27,33.04999923706055
2019-11-29,33.09000015258789
2019-12-02,32.540000915527344
2019-12-03,32.66999816894531
2019-12-04,32.650001525878906
2019-12-05,33.150001525878906
2019-12-06,32.869998931884766
2019-12-09,32.88999938964844
2019-12-10,33.650001525878906
2019-12-11,33.599998474121094
2019-12-12,33.470001220703125
2019-12-13,34.150001525878906
2019-12-16,33.689998626708984
2019-12-17,33.810001373291016
2019-12-18,33.939998626708984
2019-12-19,34.439998626708984
2019-12-20,34.36000061035156
2019-12-23,34.790000915527344
2019-12-24,34.75
2019-12-26,34.790000915527344
2019-12-27,34.83000183105469
2019-12-30,35.7400016784668
2019-12-31,35.689998626708984
2020-01-02,35.540000915527344
2020-01-03,35.2400016784668
2020-01-06,35.59000015258789
2020-01-07,35.439998626708984
2020-01-08,36.11000061035156
2020-01-09,36.41999816894531
2020-01-10,36.209999084472656
2020-01-13,36.31999969482422
2020-01-14,36.0
2020-01-15,35.81999969482422
2020-01-16,36.83000183105469
2020-01-17,37.27999877929688
2020-01-21,36.91999816894531
2020-01-22,37.56999969482422
2020-01-23,37.900001525878906
2020-01-24,37.09999847412109
2020-01-27,35.97999954223633
2020-01-28,36.540000915527344
2020-01-29,37.0099983215332
2020-01-30,36.54999923706055
2020-01-31,36.060001373291016
2020-02-03,37.310001373291016
2020-02-04,38.11000061035156
2020-02-05,38.52999877929688
2020-02-06,38.93999862670898
2020-02-07,38.45000076293945
2020-02-10,39.25
2020-02-11,40.2599983215332
2020-02-12,40.630001068115234
2020-02-13,41.09999847412109
2020-02-14,40.0099983215332
2020-02-18,40.09999847412109
2020-02-19,41.119998931884766
2020-02-20,40.38999938964844
2020-02-21,39.95000076293945
2020-02-24,39.0
2020-02-25,37.2400016784668
2020-02-26,36.790000915527344
2020-02-27,35.40999984741211
2020-02-28,34.59000015258789
2020-03-02,36.5
2020-03-03,35.540000915527344
2020-03-04,36.86000061035156
2020-03-05,35.619998931884766
2020-03-06,33.75
2020-03-09,30.76000022888184
2020-03-10,32.720001220703125
2020-03-11,30.26000022888184
2020-03-12,28.0
2020-03-13,32.040000915527344
2020-03-16,27.40999984741211
2020-03-17,30.3700008392334
2020-03-18,26.899999618530277
2020-03-19,25.600000381469727
2020-03-20,22.90999984741211
2020-03-23,22.709999084472656
2020-03-24,26.88999938964844
2020-03-25,29.059999465942383
2020-03-26,30.440000534057617
2020-03-27,29.709999084472656
2020-03-30,31.3700008392334
2020-03-31,30.93000030517578
2020-04-01,29.93000030517578
2020-04-02,30.13999938964844
2020-04-03,28.84000015258789
2020-04-06,30.799999237060547
2020-04-07,32.11000061035156
2020-04-08,32.41999816894531
2020-04-09,35.150001525878906
2020-04-13,33.400001525878906
2020-04-14,32.380001068115234
2020-04-15,30.790000915527344
2020-04-16,31.93000030517578
2020-04-17,33.20000076293945
2020-04-20,31.56999969482422
2020-04-21,29.940000534057617
2020-04-22,31.020000457763672
2020-04-23,32.560001373291016
2020-04-24,33.689998626708984
2020-04-27,34.97999954223633
2020-04-28,34.93000030517578
2020-04-29,35.09000015258789
2020-04-30,33.54999923706055
2020-05-01,32.66999816894531
2020-05-04,32.040000915527344
2020-05-05,32.5
2020-05-06,35.0
2020-05-07,35.0099983215332
2020-05-08,34.380001068115234
2020-05-11,34.869998931884766
2020-05-12,33.93000030517578
2020-05-13,33.59000015258789
2020-05-14,33.040000915527344
2020-05-15,33.630001068115234
2020-05-18,34.66999816894531
2020-05-19,34.20000076293945
2020-05-20,34.970001220703125
2020-05-21,34.91999816894531
2020-05-22,35.060001373291016
2020-05-26,36.66999816894531
2020-05-27,37.13999938964844
2020-05-28,36.34999847412109
2020-05-29,37.7599983215332
2020-06-01,37.43999862670898
2020-06-02,38.09999847412109
2020-06-03,39.0
2020-06-04,39.5
2020-06-05,39.65999984741211
2020-06-08,40.5
2020-06-09,39.59999847412109
2020-06-10,38.75
2020-06-11,37.33000183105469
2020-06-12,38.27999877929688
2020-06-15,38.130001068115234
2020-06-16,39.18999862670898
2020-06-17,39.0099983215332
2020-06-18,39.29999923706055
2020-06-19,39.02000045776367
2020-06-22,40.11000061035156
2020-06-23,38.83000183105469
2020-06-24,38.119998931884766
2020-06-25,38.970001220703125
2020-06-26,38.7400016784668
2020-06-29,37.77000045776367
2020-06-30,39.70000076293945
2020-07-01,39.52999877929688
2020-07-02,39.36000061035156
2020-07-06,39.36000061035156
2020-07-07,37.900001525878906
2020-07-08,38.77999877929688
2020-07-09,38.77000045776367
2020-07-10,39.40999984741211
2020-07-13,39.04999923706055
2020-07-14,39.72999954223633
2020-07-15,40.400001525878906
2020-07-16,40.33000183105469
2020-07-17,40.59000015258789
2020-07-20,40.84000015258789
2020-07-21,40.970001220703125
2020-07-22,40.77999877929688
2020-07-23,40.4900016784668
2020-07-24,39.040000915527344
2020-07-27,39.4900016784668
2020-07-28,39.52000045776367
2020-07-29,40.459999084472656
2020-07-30,39.83000183105469
2020-07-31,39.93999862670898
2020-08-03,40.7400016784668
2020-08-04,40.40999984741211
2020-08-05,40.560001373291016
2020-08-06,40.27000045776367
2020-08-07,40.810001373291016
2020-08-10,42.06999969482422
2020-08-11,40.369998931884766
2020-08-12,40.02999877929688
2020-08-13,40.150001525878906
2020-08-14,40.0099983215332
2020-08-17,40.380001068115234
2020-08-18,39.77000045776367
2020-08-19,39.9900016784668
2020-08-20,39.84000015258789
2020-08-21,39.75
2020-08-24,39.41999816894531
2020-08-25,39.27000045776367
2020-08-26,40.13999938964844
2020-08-27,40.77999877929688
2020-08-28,40.310001373291016
2020-08-31,40.45000076293945
2020-09-01,40.470001220703125
2020-09-02,40.959999084472656
2020-09-03,39.40999984741211
2020-09-04,39.59000015258789
2020-09-08,38.47999954223633
2020-09-09,39.36000061035156
2020-09-10,39.38999938964844
2020-09-11,39.81999969482422
2020-09-14,40.470001220703125
2020-09-15,40.16999816894531
2020-09-16,40.47999954223633
2020-09-17,39.470001220703125
2020-09-18,39.83000183105469
2020-09-21,38.93000030517578
2020-09-22,39.5099983215332
2020-09-23,39.31999969482422
2020-09-24,38.7599983215332
2020-09-25,39.83000183105469
2020-09-28,40.5099983215332
2020-09-29,40.20000076293945
2020-09-30,40.41999816894531
","date,60-day,20-day
2019-11-04,28.4449070060188,29.0842380069551
2019-11-05,28.55284145021699,29.428523772103446
2019-11-06,28.666038174446815,29.766904731023878
2019-11-07,28.781999975736024,30.091952505565825
2019-11-08,28.87690162137558,30.334714426313127
2019-11-11,28.978202189252677,30.579666864304315
2019-11-12,29.068721320980885,30.772476396106537
2019-11-13,29.167699443837986,30.970762043907527
2019-11-14,29.259027284090635,31.125666709173295
2019-11-15,29.344234926192488,31.245619056338356
2019-11-18,29.45289072547454,31.420238276890345
2019-11-19,29.576519161495355,31.62595261165074
2019-11-20,29.70683068760106,31.83595274062384
2019-11-21,29.802420861082652,31.932714653015136
2019-11-22,29.89425149615345,32.00571473439535
2019-11-25,30.004836193981067,32.11928613753546
2019-11-26,30.130803365655286,32.26690503983271
2019-11-27,30.246546509747947,32.375428753807434
2019-11-29,30.36155197893987,32.471952556428455
2019-12-02,30.456743265370854,32.4993335723877
2019-12-03,30.55475959777832,32.53352385021391
2019-12-04,30.650666751757345,32.56609540666852
2019-12-05,30.76104384979915,32.64209552946545
2019-12-06,30.860426326397338,32.68595254080636
2019-12-09,30.959114829308348,32.72828579857236
2019-12-10,31.081196845424632,32.8368097396124
2019-12-11,31.199890782924296,32.93204767136347
2019-12-12,31.312737817191035,33.0053334917341
2019-12-13,31.44644824898308,33.135857427687874
2019-12-16,31.562486453655637,33.21095250447591
2019-12-17,31.680093055474952,33.28738118126279
2019-12-18,31.799683172715817,33.36914293198358
2019-12-19,31.932781487345043,33.49338088262649
2019-12-20,32.0607213973999,33.6038571312314
2019-12-23,32.20024055209968,33.74490483601888
2019-12-24,32.334601206336515,33.8694762638637
2019-12-26,32.46593456789444,33.98833349318731
2019-12-27,32.59400019932314,34.10380984715053
2019-12-30,32.747202436520105,34.29747665041969
2019-12-31,32.89369965433423,34.4737622033982
2020-01-02,33.030213341426325,34.62076227097284
2020-01-03,33.15171065929809,34.72552430289132
2020-01-06,33.27959590453268,34.85128618876139
2020-01-07,33.39743191974411,34.95114317394438
2020-01-08,33.53211499511218,35.102571778070356
2020-01-09,33.671792525411306,35.26819062005906
2020-01-10,33.79906025037088,35.40061908903576
2020-01-13,33.92475968970627,35.53109523228237
2020-01-14,34.03453564148783,35.6175237928118
2020-01-15,34.13358480734903,35.67799995059059
2020-01-16,34.26139360646732,35.82452392578125
2020-01-17,34.39927334290385,35.99952379862467
2020-01-21,34.52025688463222,36.124333136422294
2020-01-22,34.65809840113739,36.29923785981678
2020-01-23,34.801633967206776,36.490285619099936
2020-01-24,34.91366670014428,36.590333084833055
2020-01-27,34.98471586196149,36.57252351670038
2020-01-28,35.070677637402476,36.60238075256348
2020-01-29,35.16832785163421,36.66885679335821
2020-01-30,35.24683055565006,36.685475794474286
2020-01-31,35.30643715571836,36.651333091372535
2020-02-03,35.40520768921232,36.73376181466239
2020-02-04,35.52718038298393,36.88252380007789
2020-02-05,35.65958471037651,37.05928560892741
2020-02-06,35.801945318420074,37.26038073585147
2020-02-07,35.924224030124684,37.40133321852911
2020-02-10,36.06913113203205,37.60880942571731
2020-02-11,36.24296714073973,37.89799975440616
2020-02-12,36.42436061713214,38.20366654168992
2020-02-13,36.61628952651727,38.53204736255464
2020-02-14,36.767273076375325,38.73147579374768
2020-02-18,36.91701073151469,38.92433282761347
2020-02-19,37.096234741627846,39.20090419224331
2020-02-20,37.24716915068079,39.38795178731282
2020-02-21,37.379191036953955,39.51966618129185
2020-02-24,37.475792133352144,39.55114241100493
2020-02-25,37.5112730662028,39.40595212663923
2020-02-26,37.52983593966792,39.21190461658296
2020-02-27,37.50110915970932,38.88523795718238
2020-02-28,37.44422938445878,38.48809512910389
2020-03-02,37.4488523368627,38.28219037737165
2020-03-03,37.419907012272404,37.982761909848165
2020-03-04,37.43266113156178,37.81747627258301
2020-03-05,37.40273213621046,37.54004761832101
2020-03-06,37.309988968229035,37.098380969819566
2020-03-09,37.11874307517797,36.3966667175293
2020-03-10,36.99333874540902,35.91823827652704
2020-03-11,36.787759518232505,35.236619259062266
2020-03-12,36.509836021798556,34.387381163097565
2020-03-13,36.36773222834686,33.98304792131697
2020-03-16,36.07472675928001,33.180905042375834
2020-03-17,35.88226777165314,32.72066701253255
2020-03-18,35.57798907066304,31.97628599802653
2020-03-19,35.23520766190492,31.17580981481643
2020-03-20,34.809016399696226,30.189571671258836
2020-03-23,34.3827595392863,29.265428697495235
2020-03-24,34.100131104682966,28.81695242382231
2020-03-25,33.8929671542892,28.624428549266998
2020-03-26,33.734202147311855,28.600142878577824
2020-03-27,33.55439884206636,28.529999923706054
2020-03-30,33.43228958317491,28.641190474373953
2020-03-31,33.29803276583145,28.73490477970668
2020-04-01,33.133344255249355,28.755333373660132
2020-04-02,32.97863385664309,28.82876188187372
2020-04-03,32.784196706678046,28.8044761748541
2020-04-06,32.65799449962345,28.990237998962403
2020-04-07,32.57781419493462,29.300571387154715
2020-04-08,32.51003818095056,29.643333117167156
2020-04-09,32.53390162212601,30.235809462411062
2020-04-13,32.500852494161634,30.627571514674596
2020-04-14,32.435683131608805,30.915714472816106
2020-04-15,32.32081431091809,31.02876217251732
2020-04-16,32.24686896631626,31.248381242297945
2020-04-17,32.217289755774324,31.565000352405367
2020-04-20,32.1366558648198,31.690190787542434
2020-04-21,32.006038395824326,31.61890511285691
2020-04-22,31.914743327573348,31.61604799543108
2020-04-23,31.87665047463172,31.740190960112074
2020-04-24,31.877781575103928,31.95528603508359
2020-04-27,31.923021995044145,32.27776215871175
2020-04-28,31.967481019066984,32.57038120996384
2020-04-29,32.01780342664875,32.8612859635126
2020-04-30,32.01884711635569,32.9857144401187
2020-05-01,31.99353011605518,33.00909520103818
2020-05-04,31.9507596542275,32.96042861030215
2020-05-05,31.926841620148206,32.94033335731143
2020-05-06,31.988142165720788,33.150238100687666
2020-05-07,32.05209292948572,33.34733316330683
2020-05-08,32.09825689805661,33.47209515344529
2020-05-11,32.16390167090411,33.647190275646395
2020-05-12,32.202131187980946,33.72576173146566
2020-05-13,32.23253556235892,33.764571271623886
2020-05-14,32.248464550998044,33.73766660236177
2020-05-15,32.288153106397615,33.76166670663016
2020-05-18,32.365633915552024,33.88266653333392
2020-05-19,32.43059022100897,33.94414280482701
2020-05-20,32.523415393516665,34.05866673787435
2020-05-21,32.61584155911305,34.149618948073616
2020-05-22,32.71387985312874,34.24266671680269
2020-05-26,32.86489618332659,34.48252369108654
2020-05-27,33.03018577867518,34.7590950738816
2020-05-28,33.16922397821979,34.94990446908133
2020-05-29,33.35404905934151,35.2689995720273
2020-06-01,33.52789054516235,35.53757089887347
2020-06-02,33.72237683489023,35.846285066150486
2020-06-03,33.94399432302173,36.21185653323219
2020-06-04,34.17750252166081,36.59409466698056
2020-06-05,34.41255169957062,36.97014231000628
2020-06-08,34.67000525427646,37.40404710315523
2020-06-09,34.89111996113928,37.723094613211494
2020-06-10,35.08023471936502,37.9386660802932
2020-06-11,35.216595439181305,37.99604724702381
2020-06-12,35.38030032069305,38.126094781784786
2020-06-15,35.53286866568477,38.21690444946289
2020-06-16,35.71334403408029,38.387237694149924
2020-06-17,35.87902157892946,38.518904240926105
2020-06-18,36.045300247109004,38.655285172235395
2020-06-19,36.19561720676109,38.74438051496233
2020-06-22,36.376229252841306,38.917761575608026
2020-06-23,36.509589972782656,38.94519037519183
2020-06-24,36.614688301086424,38.894714119320824
2020-06-25,36.74396703334454,38.92052379789806
2020-06-26,36.861311353881504,38.91195255461193
2020-06-29,36.942038147306185,38.80633356003534
2020-06-30,37.08187423977044,38.8829526810419
2020-07-01,37.2102020701424,38.935762078421455
2020-07-02,37.32818569850401,38.96985737028576
2020-07-06,37.44220757823173,39.0046193259103
2020-07-07,37.504568284456845,38.90176231747582
2020-07-08,37.594278627406055,38.89509551638648
2020-07-09,37.68072126732498,38.8913812546503
2020-07-10,37.784655690844595,38.94852407546271
2020-07-13,37.872076433734165,38.96147637140183
2020-07-14,37.97790155879787,39.03552393232073
2020-07-15,38.102125656669905,39.16576216561454
2020-07-16,38.2192295449679,39.28357184273856
2020-07-17,38.33918037206097,39.419857533772785
2020-07-20,38.462098412435566,39.573809887114024
2020-07-21,38.58475419341541,39.73147662934803
2020-07-22,38.697202242658435,39.86695265997024
2020-07-23,38.796972791744714,39.965524219331286
2020-07-24,38.846164080093466,39.91471474057152
2020-07-27,38.90795102145503,39.906429145449685
2020-07-28,38.96747562637746,39.89742914835612
2020-07-29,39.05407668775548,39.96961949666341
2020-07-30,39.11542100958486,39.97819106692359
2020-07-31,39.176366318249315,39.995809936523436
2020-08-03,39.26084178236664,40.08685767764137
2020-08-04,39.33136636494287,40.139905239286875
2020-08-05,39.40351394903465,40.19528628758022
2020-08-06,39.463044015436225,40.214571998232884
2020-08-07,39.53681454893018,40.27814351036435
2020-08-10,39.647951146943974,40.45504818870908
2020-08-11,39.69841558946286,40.45566707792736
2020-08-12,39.734049427053314,40.420857384091335
2020-08-13,39.770688818842984,40.39923844110398
2020-08-14,39.799486575100595,40.36514300391788
2020-08-17,39.83766147217464,40.36904783703032
2020-08-18,39.85285274109554,40.31704784574963
2020-08-19,39.872683394802074,40.29171464102609
2020-08-20,39.885781756124864,40.25585746765137
2020-08-21,39.89445388251966,40.21452409653437
2020-08-24,39.89044835241766,40.13838103158133
2020-08-25,39.88061776083024,40.04828582037063
2020-08-26,39.898311723386,40.04223812648228
2020-08-27,39.93587451788897,40.09866656348819
2020-08-28,39.95705488444678,40.10580954778762
2020-08-31,39.98238277122623,40.1245238894508
2020-09-01,40.00793471622988,40.146523993355885
2020-09-02,40.049568557739256,40.21490483965192
2020-09-03,40.03963958239946,40.13376195998419
2020-09-04,40.035251600755366,40.07385720752534
2020-09-08,39.9932351847164,39.91404764084589
2020-09-09,39.9799619726796,39.855142938523066
2020-09-10,39.96700019627973,39.80390477861677
2020-09-11,39.968027500506956,39.796666644868395
2020-09-14,39.98992370647159,39.85290485563732
2020-09-15,40.001344401458574,39.878380857195175
2020-09-16,40.02230066184789,39.93438081287202
2020-09-17,40.00994003796187,39.89080950419108
2020-09-18,40.00903298633346,39.88400016058059
2020-09-21,39.97768326014118,39.791523996988936
2020-09-22,39.96537172077783,39.758190500168574
2020-09-23,39.946409955050775,39.706333323887414
2020-09-24,39.908240494441465,39.600904591878255
2020-09-25,39.905666778647834,39.60395238967169
2020-09-28,39.925224093661285,39.67628555297851
2020-09-29,39.93398914024478,39.71814277285621
2020-09-30,39.94950820005656,39.78214260282971
"
3266,US,technical,"How many death cross occurred between the 60-day and 10-day Weighted Moving Average lines for West Pharmaceutical Services from September 28, 2025 to November 20, 2025? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",1.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2025-07-07,221.47999572753903
2025-07-08,220.47999572753903
2025-07-09,226.17999267578125
2025-07-10,229.22999572753903
2025-07-11,227.17999267578125
2025-07-14,224.4900054931641
2025-07-15,221.0500030517578
2025-07-16,224.3800048828125
2025-07-17,221.58999633789065
2025-07-18,210.88999938964844
2025-07-21,210.0800018310547
2025-07-22,218.8999938964844
2025-07-23,227.30999755859372
2025-07-24,279.1000061035156
2025-07-25,263.510009765625
2025-07-28,257.760009765625
2025-07-29,252.94000244140625
2025-07-30,249.2100067138672
2025-07-31,239.25999450683597
2025-08-01,239.25999450683597
2025-08-04,238.38999938964844
2025-08-05,238.8600006103516
2025-08-06,237.27999877929688
2025-08-07,240.5399932861328
2025-08-08,240.97999572753903
2025-08-11,240.3300018310547
2025-08-12,239.8999938964844
2025-08-13,246.22000122070312
2025-08-14,246.1999969482422
2025-08-15,246.1999969482422
2025-08-18,243.08999633789065
2025-08-19,246.9900054931641
2025-08-20,246.3800048828125
2025-08-21,242.6300048828125
2025-08-22,247.8500061035156
2025-08-25,247.2100067138672
2025-08-26,244.5
2025-08-27,245.97000122070312
2025-08-28,245.4499969482422
2025-08-29,246.9499969482422
2025-09-02,243.7400054931641
2025-09-03,248.9499969482422
2025-09-04,247.5399932861328
2025-09-05,250.72999572753903
2025-09-08,253.1499938964844
2025-09-09,252.0399932861328
2025-09-10,255.22000122070312
2025-09-11,263.739990234375
2025-09-12,253.5
2025-09-15,257.5299987792969
2025-09-16,258.3500061035156
2025-09-17,256.6400146484375
2025-09-18,254.97999572753903
2025-09-19,254.8500061035156
2025-09-22,252.22000122070312
2025-09-23,250.8000030517578
2025-09-24,259.94000244140625
2025-09-25,254.47999572753903
2025-09-26,261.5199890136719
2025-09-29,260.32000732421875
2025-09-30,262.3299865722656
2025-10-01,271.4200134277344
2025-10-02,273.1600036621094
2025-10-03,272.5599975585937
2025-10-06,268.07000732421875
2025-10-07,265.9700012207031
2025-10-08,267.92999267578125
2025-10-09,263.5799865722656
2025-10-10,261.7699890136719
2025-10-13,262.4700012207031
2025-10-14,261.1700134277344
2025-10-15,262.95001220703125
2025-10-16,267.19000244140625
2025-10-17,270.6000061035156
2025-10-20,274.8999938964844
2025-10-21,279.3900146484375
2025-10-22,277.0
2025-10-23,307.25
2025-10-24,297.4700012207031
2025-10-27,287.2200012207031
2025-10-28,283.489990234375
2025-10-29,284.8599853515625
2025-10-30,278.5400085449219
2025-10-31,282.07000732421875
2025-11-03,279.7799987792969
2025-11-04,286.94000244140625
2025-11-05,283.5400085449219
2025-11-06,275.3399963378906
2025-11-07,271.0400085449219
2025-11-10,275.4700012207031
2025-11-11,277.4100036621094
2025-11-12,273.8500061035156
2025-11-13,266.6600036621094
2025-11-14,261.3599853515625
2025-11-17,262.4100036621094
2025-11-18,260.1400146484375
2025-11-19,257.8999938964844
2025-11-20,257.7699890136719
","date,60-day,10-day
2025-09-29,249.44418577600698,256.9849096124822
2025-09-30,250.05257878538038,258.0612704190341
2025-10-01,250.9366830627775,260.7180000998757
2025-10-02,251.85000012507203,263.42236439098014
2025-10-03,252.71797271895278,265.6870910644531
2025-10-06,253.41505492163486,266.8134560324929
2025-10-07,254.02094019488558,267.26981977982956
2025-10-08,254.6684208187249,267.8067274613814
2025-10-09,255.14766081096045,267.40745239257814
2025-10-10,255.54613586592544,266.51363247958096
2025-10-13,255.9456058606424,265.74254205877133
2025-10-14,256.2742675114199,264.69599942294036
2025-10-15,256.6333717387882,263.9941833496094
2025-10-16,257.1074209911576,264.2172746138139
2025-10-17,257.67148128988964,265.16891202059657
2025-10-20,258.3811696036917,266.93800159801134
2025-10-21,259.2318476775956,269.399277010831
2025-10-22,259.9923449406858,271.1820040616122
2025-10-23,261.73149794281505,278.2998218883168
2025-10-24,263.11827940393664,282.84545787464486
2025-10-27,264.1371865444496,284.8783663662997
2025-10-28,265.00759058884586,285.78309104225855
2025-10-29,265.89826770219645,286.5310879794034
2025-10-30,266.5565958575473,285.73163507634945
2025-10-31,267.30811522436926,285.36763638583096
2025-11-03,267.96185834707455,284.37872702858664
2025-11-04,268.8291535007498,284.6029091574929
2025-11-05,269.5595034990154,284.0716380726207
2025-11-06,269.99715363549404,281.9305464311079
2025-11-07,270.277908000008,279.58782071200284
2025-11-10,270.6903342491942,278.531093528054
2025-11-11,271.15037259794974,278.0407304243608
2025-11-12,271.47493561291304,277.01364024769174
2025-11-13,271.54908324695026,274.87945834073156
2025-11-14,271.4383778222923,271.99763682972304
2025-11-17,271.3518642654836,269.68327359286224
2025-11-18,271.18296855655524,267.2720031738281
2025-11-19,270.93356396617787,264.94072875976565
2025-11-20,270.67257451958994,263.0519991787997
"
3267,US,technical,"During September 09, 2019 to August 09, 2020, how many times did Norwegian Cruise Line Holdings's 10-day and 60-day Weighted Moving Average lines form a death cross? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2019-06-14,54.27999877929688
2019-06-17,53.040000915527344
2019-06-18,53.75
2019-06-19,53.90999984741211
2019-06-20,52.560001373291016
2019-06-21,51.11000061035156
2019-06-24,50.83000183105469
2019-06-25,50.86000061035156
2019-06-26,50.40999984741211
2019-06-27,51.84000015258789
2019-06-28,53.630001068115234
2019-07-01,52.81999969482422
2019-07-02,53.72999954223633
2019-07-03,52.7599983215332
2019-07-05,51.95000076293945
2019-07-08,50.25
2019-07-09,50.7599983215332
2019-07-10,49.650001525878906
2019-07-11,49.619998931884766
2019-07-12,49.790000915527344
2019-07-15,50.36000061035156
2019-07-16,50.81999969482422
2019-07-17,49.400001525878906
2019-07-18,49.27999877929688
2019-07-19,48.59999847412109
2019-07-22,47.91999816894531
2019-07-23,48.45000076293945
2019-07-24,49.459999084472656
2019-07-25,48.7599983215332
2019-07-26,49.040000915527344
2019-07-29,49.09999847412109
2019-07-30,48.5
2019-07-31,49.43999862670898
2019-08-01,48.56999969482422
2019-08-02,47.45000076293945
2019-08-05,46.04999923706055
2019-08-06,46.91999816894531
2019-08-07,47.63999938964844
2019-08-08,48.59999847412109
2019-08-09,49.65999984741211
2019-08-12,49.83000183105469
2019-08-13,50.43999862670898
2019-08-14,48.90999984741211
2019-08-15,49.11000061035156
2019-08-16,50.47999954223633
2019-08-19,51.34999847412109
2019-08-20,50.97999954223633
2019-08-21,50.900001525878906
2019-08-22,50.5
2019-08-23,49.720001220703125
2019-08-26,49.47999954223633
2019-08-27,49.09000015258789
2019-08-28,49.56999969482422
2019-08-29,50.22999954223633
2019-08-30,50.75
2019-09-03,50.58000183105469
2019-09-04,51.040000915527344
2019-09-05,52.310001373291016
2019-09-06,52.119998931884766
2019-09-09,52.93999862670898
2019-09-10,54.66999816894531
2019-09-11,54.59999847412109
2019-09-12,54.41999816894531
2019-09-13,54.68000030517578
2019-09-16,53.34000015258789
2019-09-17,53.959999084472656
2019-09-18,53.880001068115234
2019-09-19,53.77000045776367
2019-09-20,53.66999816894531
2019-09-23,53.5099983215332
2019-09-24,53.11000061035156
2019-09-25,53.29999923706055
2019-09-26,51.2599983215332
2019-09-27,51.02000045776367
2019-09-30,51.77000045776367
2019-10-01,50.7599983215332
2019-10-02,49.13999938964844
2019-10-03,48.13999938964844
2019-10-04,48.43999862670898
2019-10-07,48.560001373291016
2019-10-08,47.16999816894531
2019-10-09,47.209999084472656
2019-10-10,48.09000015258789
2019-10-11,49.15999984741211
2019-10-14,49.33000183105469
2019-10-15,49.61000061035156
2019-10-16,49.33000183105469
2019-10-17,49.77999877929688
2019-10-18,50.209999084472656
2019-10-21,50.95000076293945
2019-10-22,49.970001220703125
2019-10-23,50.68999862670898
2019-10-24,50.970001220703125
2019-10-25,51.470001220703125
2019-10-28,51.88999938964844
2019-10-29,52.619998931884766
2019-10-30,51.18999862670898
2019-10-31,50.7599983215332
2019-11-01,51.33000183105469
2019-11-04,52.290000915527344
2019-11-05,52.4900016784668
2019-11-06,52.060001373291016
2019-11-07,52.220001220703125
2019-11-08,51.81999969482422
2019-11-11,51.91999816894531
2019-11-12,51.2599983215332
2019-11-13,52.119998931884766
2019-11-14,52.40999984741211
2019-11-15,53.060001373291016
2019-11-18,53.4900016784668
2019-11-19,53.65999984741211
2019-11-20,52.77999877929688
2019-11-21,53.41999816894531
2019-11-22,54.0099983215332
2019-11-25,53.970001220703125
2019-11-26,53.93000030517578
2019-11-27,54.63999938964844
2019-11-29,53.63999938964844
2019-12-02,53.150001525878906
2019-12-03,52.86000061035156
2019-12-04,53.61000061035156
2019-12-05,54.25
2019-12-06,54.709999084472656
2019-12-09,54.86000061035156
2019-12-10,54.77999877929688
2019-12-11,55.40999984741211
2019-12-12,56.130001068115234
2019-12-13,55.77999877929688
2019-12-16,55.220001220703125
2019-12-17,55.27000045776367
2019-12-18,54.83000183105469
2019-12-19,55.34000015258789
2019-12-20,57.560001373291016
2019-12-23,58.5099983215332
2019-12-24,58.380001068115234
2019-12-26,59.11000061035156
2019-12-27,59.11000061035156
2019-12-30,58.59000015258789
2019-12-31,58.40999984741211
2020-01-02,58.83000183105469
2020-01-03,57.59999847412109
2020-01-06,56.79999923706055
2020-01-07,56.970001220703125
2020-01-08,57.56999969482422
2020-01-09,58.060001373291016
2020-01-10,57.959999084472656
2020-01-13,57.84000015258789
2020-01-14,57.900001525878906
2020-01-15,57.540000915527344
2020-01-16,58.58000183105469
2020-01-17,59.650001525878906
2020-01-21,57.95000076293945
2020-01-22,57.630001068115234
2020-01-23,58.220001220703125
2020-01-24,55.84000015258789
2020-01-27,54.15999984741211
2020-01-28,55.0
2020-01-29,56.02000045776367
2020-01-30,54.79999923706055
2020-01-31,53.84999847412109
2020-02-03,54.18999862670898
2020-02-04,54.75
2020-02-05,55.11000061035156
2020-02-06,55.09999847412109
2020-02-07,52.810001373291016
2020-02-10,51.0
2020-02-11,52.4900016784668
2020-02-12,54.209999084472656
2020-02-13,53.43000030517578
2020-02-14,52.459999084472656
2020-02-18,51.68999862670898
2020-02-19,52.02000045776367
2020-02-20,48.5099983215332
2020-02-21,46.970001220703125
2020-02-24,42.58000183105469
2020-02-25,39.310001373291016
2020-02-26,36.209999084472656
2020-02-27,34.7400016784668
2020-02-28,37.2599983215332
2020-03-02,35.59000015258789
2020-03-03,33.619998931884766
2020-03-04,33.0
2020-03-05,28.59000015258789
2020-03-06,27.100000381469727
2020-03-09,19.809999465942383
2020-03-10,20.5
2020-03-11,15.029999732971191
2020-03-12,9.649999618530272
2020-03-13,11.100000381469728
2020-03-16,10.9399995803833
2020-03-17,10.029999732971191
2020-03-18,7.769999980926514
2020-03-19,8.229999542236328
2020-03-20,8.720000267028809
2020-03-23,9.670000076293944
2020-03-24,13.75
2020-03-25,16.959999084472656
2020-03-26,15.710000038146973
2020-03-27,12.020000457763672
2020-03-30,10.68000030517578
2020-03-31,10.960000038146973
2020-04-01,9.550000190734863
2020-04-02,8.399999618530273
2020-04-03,8.460000038146973
2020-04-06,10.010000228881836
2020-04-07,11.010000228881836
2020-04-08,11.720000267028809
2020-04-09,13.109999656677246
2020-04-13,11.359999656677246
2020-04-14,12.350000381469728
2020-04-15,12.079999923706056
2020-04-16,11.350000381469728
2020-04-17,12.380000114440918
2020-04-20,11.489999771118164
2020-04-21,11.0
2020-04-22,10.869999885559082
2020-04-23,11.470000267028809
2020-04-24,10.859999656677246
2020-04-27,11.4399995803833
2020-04-28,13.09000015258789
2020-04-29,16.40999984741211
2020-04-30,16.399999618530273
2020-05-01,13.84000015258789
2020-05-04,14.4399995803833
2020-05-05,11.18000030517578
2020-05-06,11.119999885559082
2020-05-07,12.0
2020-05-08,12.43000030517578
2020-05-11,11.729999542236328
2020-05-12,11.09000015258789
2020-05-13,10.3100004196167
2020-05-14,10.760000228881836
2020-05-15,10.920000076293944
2020-05-18,12.880000114440918
2020-05-19,12.43000030517578
2020-05-20,12.779999732971191
2020-05-21,14.029999732971191
2020-05-22,13.899999618530272
2020-05-26,16.030000686645508
2020-05-27,17.59000015258789
2020-05-28,16.06999969482422
2020-05-29,15.65999984741211
2020-06-01,17.290000915527344
2020-06-02,17.389999389648438
2020-06-03,17.979999542236328
2020-06-04,19.59000015258789
2020-06-05,22.43000030517578
2020-06-08,26.86000061035156
2020-06-09,24.1299991607666
2020-06-10,20.649999618530277
2020-06-11,17.25
2020-06-12,20.5
2020-06-15,19.989999771118164
2020-06-16,20.959999084472656
2020-06-17,19.200000762939453
2020-06-18,19.309999465942383
2020-06-19,18.21999931335449
2020-06-22,17.09000015258789
2020-06-23,18.030000686645508
2020-06-24,15.800000190734863
2020-06-25,16.079999923706055
2020-06-26,15.279999732971191
2020-06-29,16.559999465942383
2020-06-30,16.43000030517578
2020-07-01,16.420000076293945
2020-07-02,15.970000267028809
2020-07-06,16.1299991607666
2020-07-07,15.270000457763672
2020-07-08,15.989999771118164
2020-07-09,15.199999809265137
2020-07-10,16.399999618530273
2020-07-13,15.600000381469728
2020-07-14,15.329999923706056
2020-07-15,18.5
2020-07-16,15.609999656677246
2020-07-17,15.270000457763672
2020-07-20,14.890000343322754
2020-07-21,14.979999542236328
2020-07-22,14.65999984741211
2020-07-23,14.40999984741211
2020-07-24,14.380000114440918
2020-07-27,13.380000114440918
2020-07-28,14.220000267028809
2020-07-29,14.34000015258789
2020-07-30,14.170000076293944
2020-07-31,13.640000343322754
2020-08-03,13.0600004196167
2020-08-04,13.5600004196167
2020-08-05,13.720000267028809
2020-08-06,14.239999771118164
2020-08-07,13.989999771118164
","date,10-day,60-day
2019-09-09,51.432000038840556,50.00626215700243
2019-09-10,52.13363605846058,50.147409641286714
2019-09-11,52.728181249445136,50.28604893918897
2019-09-12,53.18981732455167,50.41793413005892
2019-09-13,53.610544724897906,50.55797786191513
2019-09-16,53.7067266290838,50.65366639726149
2019-09-17,53.868544699928975,50.76925653759899
2019-09-18,53.95436318137429,50.88066641593891
2019-09-19,53.9685451854359,50.9868030506405
2019-09-20,53.9379995172674,51.088070757923234
2019-09-23,53.85018116344105,51.182311148721666
2019-09-24,53.67927232222124,51.26252429315953
2019-09-25,53.57127227783203,51.34925105402378
2019-09-26,53.115999325838956,51.36883024413729
2019-09-27,52.674544941295274,51.38189037927513
2019-09-30,52.435999644886365,51.420491496852186
2019-10-01,52.04236304543235,51.426076151113044
2019-10-02,51.412363017689096,51.37826739868831
2019-10-03,50.68672665682706,51.29855700633565
2019-10-04,50.11799926757813,51.22950779232171
2019-10-07,49.666181460293856,51.16503790349908
2019-10-08,49.0516357421875,51.05566627002153
2019-10-09,48.552362962202594,50.949349312704115
2019-10-10,48.323817651922056,50.87385752735242
2019-10-11,48.34745407104492,50.83416354695304
2019-10-14,48.43581813465465,50.80010897526976
2019-10-15,48.61945467862216,50.77483578249405
2019-10-16,48.77309140292081,50.739458803270686
2019-10-17,49.00509116432884,50.71835494744973
2019-10-18,49.285454628684306,50.71117459906906
2019-10-21,49.66818202625621,50.72746425065838
2019-10-22,49.82927315451882,50.71057905395174
2019-10-23,50.07036375565962,50.716824918236235
2019-10-24,50.29909120039506,50.73105447487753
2019-10-25,50.56636408025568,50.760841407150515
2019-10-28,50.868000238591975,50.802814070904844
2019-10-29,51.25581817626953,50.86629491712226
2019-10-30,51.32890881625089,50.87930034366462
2019-10-31,51.28999945900657,50.875874065961995
2019-11-01,51.33690892999822,50.88943151046669
2019-11-04,51.538000002774325,50.932972529677095
2019-11-05,51.751091211492366,50.981633791897465
2019-11-06,51.84018235640092,51.01474313162715
2019-11-07,51.933455241810194,51.05221312059079
2019-11-08,51.931273304332386,51.07475956150743
2019-11-11,51.940909298983485,51.09910376710319
2019-11-12,51.829999889026986,51.101021748944056
2019-11-13,51.90018151023171,51.131185652519186
2019-11-14,52.00618147416548,51.170234832346765
2019-11-15,52.20036350597035,51.229770401918174
2019-11-18,52.44127287431197,51.302005434296824
2019-11-19,52.69127280495383,51.37775406759293
2019-11-20,52.75999984741211,51.42236605368025
2019-11-21,52.93199955333363,51.48594523362123
2019-11-22,53.18945388793945,51.56676485655738
2019-11-25,53.3998178655451,51.644207526035
2019-11-26,53.56563616665927,51.718579126576905
2019-11-27,53.81199971979315,51.81439878536704
2019-11-29,53.83072690096768,51.875464346630324
2019-12-02,53.73799993341619,51.91973762929114
2019-12-03,53.59090916026722,51.95393984226581
2019-12-04,53.591636588356714,52.012775933937945
2019-12-05,53.70963661887429,52.09317484579451
2019-12-06,53.88454555164684,52.18884695084368
2019-12-09,54.06327292702415,52.28927866826292
2019-12-10,54.211999927867545,52.3869890140054
2019-12-11,54.46054534912109,52.5045682479775
2019-12-12,54.813091000643645,52.644961729206024
2019-12-13,55.07490893277255,52.77265021735853
2019-12-16,55.19600004716353,52.8808797700809
2019-12-17,55.28854557384144,52.98990164584801
2019-12-18,55.257273171164776,53.08353558733164
2019-12-19,55.29654589566317,53.192950893881545
2019-12-20,55.719637021151456,53.374038371101754
2019-12-23,56.26363664106889,53.58283066462949
2019-12-24,56.71763680197976,53.78326785811961
2019-12-26,57.238909565318714,54.00402744063914
2019-12-27,57.69290958751332,54.2202241803779
2019-12-30,57.99818226207386,54.413923636681396
2019-12-31,58.21963667436079,54.5960110607043
2020-01-02,58.45945510864258,54.7864209534692
2020-01-03,58.410909271240236,54.93089084521017
2020-01-06,58.16654545177113,55.043431800050165
2020-01-07,57.926545645973896,55.15630615317756
2020-01-08,57.80636374733665,55.284000127823624
2020-01-09,57.79236394708807,55.42316410293996
2020-01-10,57.76600008877841,55.554278822935345
2020-01-13,57.73872736150568,55.67689631102515
2020-01-14,57.745454892245206,55.796830784948796
2020-01-15,57.6992731961337,55.90052480020158
2020-01-16,57.85800073797053,56.03431174064595
2020-01-17,58.215819133411756,56.19901123880689
2020-01-21,58.227273698286574,56.30268338938228
2020-01-22,58.159637381813745,56.39189653240266
2020-01-23,58.187273823131214,56.496814598542095
2020-01-24,57.77036458795721,56.520011318185944
2020-01-27,57.08836441040039,56.48596759024865
2020-01-28,56.62818242853338,56.47862332036586
2020-01-29,56.405091441761364,56.502639720478996
2020-01-30,55.99436388882724,56.483781762461845
2020-01-31,55.46072713678534,56.431880065000776
2020-02-03,55.074908655340025,56.3902734558439
2020-02-04,54.89018138538707,56.366098587369656
2020-02-05,54.82909060391513,56.35225707299071
2020-02-06,54.811999442360616,56.3365083850798
2020-02-07,54.4352724942294,56.24388547595081
2020-02-10,53.78454527421431,56.09143191895198
2020-02-11,53.46218199296431,55.987972951586784
2020-02-12,53.49818184592507,55.940705154502325
2020-02-13,53.42527285489169,55.86688002080865
2020-02-14,53.200909077037466,55.76104938319472
2020-02-18,52.86181793212891,55.63053567188034
2020-02-19,52.62818166559393,55.51191819613097
2020-02-20,51.80599954778498,55.2786339827574
2020-02-21,50.82381799871271,54.997541121185805
2020-02-24,49.19127287431197,54.5763608463475
2020-02-25,47.15018220381303,54.05419148512877
2020-02-26,44.758000183105466,53.4383717750591
2020-02-27,42.39454595392401,52.784426467145074
2020-02-28,40.84327288540927,52.22343186758906
2020-03-02,39.28236382224343,51.616366291567275
2020-03-03,37.66999997225675,50.954147670308096
2020-03-04,36.27345449274237,50.282524713401585
2020-03-05,34.42090904929421,49.47792361942145
2020-03-06,32.65963634144176,48.6387432973893
2020-03-09,29.934181664206765,47.5757159509294
2020-03-10,27.74818167252974,46.55442086204154
2020-03-11,24.909636202725498,45.3728580047524
2020-03-12,21.477999791232023,44.03736071821119
2020-03-13,18.766181737726384,42.77461209010557
2020-03-16,16.500908955660734,41.53072682417156
2020-03-17,14.518363484469328,40.28122954186195
2020-03-18,12.553818043795498,38.98211478248972
2020-03-19,11.131636160070245,37.72407651156024
2020-03-20,10.168727146495472,36.509060123318534
2020-03-23,9.712727191231467,35.352398919016935
2020-03-24,10.182909029180353,34.356125690897954
2020-03-25,11.359454337033359,33.48988521998046
2020-03-26,12.27363619370894,32.605693961492655
2020-03-27,12.406727209958163,31.623950804257003
2020-03-30,12.279454560713335,30.623622942231393
2020-03-31,12.207818213376132,29.65878687556324
2020-04-01,11.862909160960804,28.673207643644407
2020-04-02,11.276545455239036,27.67574314654199
2020-04-03,10.698000006242232,26.706786860794317
2020-04-06,10.406000050631436,25.815486318817555
2020-04-07,10.289636455882679,24.98322949331315
2020-04-08,10.352181954817338,24.199907094663608
2020-04-09,10.762727321277966,23.48736063222416
2020-04-13,10.902363603765314,22.74191253146187
2020-04-14,11.234000032598322,22.054158444222207
2020-04-15,11.486181831359863,21.38281417883159
2020-04-16,11.585272806340997,20.713530038614742
2020-04-17,11.838909183848989,20.1034808625289
2020-04-20,11.858363671736283,19.48897812379514
2020-04-21,11.73363638791171,18.883945338713016
2020-04-22,11.567272723804821,18.299152987120582
2020-04-23,11.512545498934658,17.757688516866967
2020-04-24,11.35145452672785,17.220010911701806
2020-04-27,11.336727177013051,16.726027293543996
2020-04-28,11.620545387268066,16.309836043686165
2020-04-29,12.494545364379883,16.024770465965478
2020-04-30,13.287999846718527,15.760021819964132
2020-05-01,13.524181712757457,15.432295049604823
2020-05-04,13.842908928611061,15.146792304450697
2020-05-05,13.515272643349387,14.776622915789078
2020-05-06,13.173454458063299,14.42723493471823
2020-05-07,12.987090839039196,14.12849176620525
2020-05-08,12.869272734902122,13.865972652331076
2020-05-11,12.59563629843972,13.603333294196206
2020-05-12,12.200363610007546,13.342497235178296
2020-05-13,11.69963642467152,13.078693971217005
2020-05-14,11.39163646697998,12.852256820240958
2020-05-15,11.215272834084251,12.653612014113879
2020-05-18,11.448363754966042,12.539770486967159
2020-05-19,11.628000155362216,12.429803283618448
2020-05-20,11.848545542630282,12.347786882014875
2020-05-21,12.266181841763583,12.32125135562459
2020-05-22,12.623272670399059,12.302573748625042
2020-05-26,13.340909160267223,12.36512022148716
2020-05-27,14.264000077681107,12.490415309426563
2020-05-28,14.792545457319779,12.575710382357322
2020-05-29,15.141818150607023,12.65715300085766
2020-06-01,15.698363772305575,12.801513687248438
2020-06-02,16.157272737676447,12.955327875106061
2020-06-03,16.641454471241342,13.133792341732589
2020-06-04,17.317454511469062,13.366043713574852
2020-06-05,18.38600002635609,13.69190711219454
2020-06-08,20.10727285905318,14.158972706299663
2020-06-09,21.09654541015625,14.527125684029418
2020-06-10,21.305818072232334,14.774060098199897
2020-06-11,20.841272631558503,14.904213104091706
2020-06-12,20.94618173079057,15.136978131695523
2020-06-15,20.87036351290616,15.34606555615618
2020-06-16,20.92181791825728,15.580530007159124
2020-06-17,20.58836354342374,15.750601071217021
2020-06-18,20.25272709239613,15.919070999479032
2020-06-19,19.72399971701882,16.048764966745846
2020-06-22,19.066363421353426,16.140721256485403
2020-06-23,18.75727268565785,16.262743137443
2020-06-24,18.15363637750799,16.308366094912337
2020-06-25,17.689090919494628,16.360371557350366
2020-06-26,17.100363610007545,16.38334969119296
2020-06-29,16.839272620461205,16.445163882104424
2020-06-30,16.616909061778674,16.49825678913971
2020-07-01,16.47509089383212,16.546666628415466
2020-07-02,16.302000045776367,16.576819643427115
2020-07-06,16.218727163835005,16.609508141272705
2020-07-07,16.01709088412198,16.611590124870258
2020-07-08,15.97945447401567,16.636098315025286
2020-07-09,15.835272632945667,16.632174812379432
2020-07-10,15.920181673223322,16.666038189038552
2020-07-13,15.853818130493163,16.67131142694442
2020-07-14,15.732545401833274,16.665409786453665
2020-07-15,16.20999995144931,16.76183055294016
2020-07-16,16.124363535100763,16.759666608591548
2020-07-17,15.991636362942783,16.743836024029008
2020-07-20,15.802545530145819,16.71314204742348
2020-07-21,15.652363621104847,16.683530011724255
2020-07-22,15.449272693287243,16.641174816694416
2020-07-23,15.224909036809748,16.588863337365655
2020-07-24,15.009454519098455,16.534846948925914
2020-07-27,14.648909083279696,16.44915296471184
2020-07-28,14.481454589150168,16.39265024206026
2020-07-29,14.35600006797097,16.339874291550267
2020-07-30,14.275272802873092,16.281579212543093
2020-07-31,14.124363760514694,16.204273213454282
2020-08-03,13.897636552290482,16.10657377399382
2020-08-04,13.79509116086093,16.024688541954333
2020-08-05,13.747454816644842,15.947431720149973
2020-08-06,13.811454738270152,15.886136630324067
2020-08-07,13.83309102491899,15.814923507919728
"
3268,US,technical,"For HCA Healthcare, how many times did the 20-day and 5-day Weighted Moving Average lines produce a death cross between January 22, 2024 and October 30, 2024? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2023-12-21,268.75
2023-12-22,269.989990234375
2023-12-26,271.70001220703125
2023-12-27,271.2200012207031
2023-12-28,270.4800109863281
2023-12-29,270.67999267578125
2024-01-02,275.32000732421875
2024-01-03,272.0799865722656
2024-01-04,273.1000061035156
2024-01-05,275.8399963378906
2024-01-08,281.489990234375
2024-01-09,279.3299865722656
2024-01-10,282.5
2024-01-11,282.5299987792969
2024-01-12,282.19000244140625
2024-01-16,280.82000732421875
2024-01-17,277.8800048828125
2024-01-18,284.82000732421875
2024-01-19,287.7699890136719
2024-01-22,288.3099975585937
2024-01-23,284.9100036621094
2024-01-24,278.92999267578125
2024-01-25,286.0199890136719
2024-01-26,283.42999267578125
2024-01-29,286.7300109863281
2024-01-30,301.5899963378906
2024-01-31,304.8999938964844
2024-02-01,314.6600036621094
2024-02-02,309.4200134277344
2024-02-05,310.6199951171875
2024-02-06,306.82000732421875
2024-02-07,307.2799987792969
2024-02-08,305.4599914550781
2024-02-09,306.32000732421875
2024-02-12,310.1600036621094
2024-02-13,304.5400085449219
2024-02-14,305.42999267578125
2024-02-15,307.6600036621094
2024-02-16,308.54998779296875
2024-02-20,308.5799865722656
2024-02-21,311.6199951171875
2024-02-22,312.8399963378906
2024-02-23,315.3599853515625
2024-02-26,313.20001220703125
2024-02-27,314.0
2024-02-28,312.0599975585937
2024-02-29,311.70001220703125
2024-03-01,311.9800109863281
2024-03-04,314.0799865722656
2024-03-05,315.5400085449219
2024-03-06,323.3999938964844
2024-03-07,324.6600036621094
2024-03-08,325.3699951171875
2024-03-11,321.25
2024-03-12,323.54998779296875
2024-03-13,321.8999938964844
2024-03-14,324.7799987792969
2024-03-15,321.9700012207031
2024-03-18,327.1700134277344
2024-03-19,330.4800109863281
2024-03-20,328.8599853515625
2024-03-21,328.8500061035156
2024-03-22,329.94000244140625
2024-03-25,327.32000732421875
2024-03-26,327.7099914550781
2024-03-27,331.69000244140625
2024-03-28,333.5299987792969
2024-04-01,330.1099853515625
2024-04-02,329.3500061035156
2024-04-03,332.20001220703125
2024-04-04,325.1700134277344
2024-04-05,328.79998779296875
2024-04-08,328.0199890136719
2024-04-09,328.8900146484375
2024-04-10,327.760009765625
2024-04-11,327.25
2024-04-12,322.82000732421875
2024-04-15,322.6300048828125
2024-04-16,313.8900146484375
2024-04-17,311.0299987792969
2024-04-18,297.0
2024-04-19,305.1099853515625
2024-04-22,310.3099975585937
2024-04-23,319.42999267578125
2024-04-24,319.0199890136719
2024-04-25,314.1199951171875
2024-04-26,306.69000244140625
2024-04-29,311.4200134277344
2024-04-30,309.82000732421875
2024-05-01,309.44000244140625
2024-05-02,308.8399963378906
2024-05-03,307.760009765625
2024-05-06,310.0599975585937
2024-05-07,314.45001220703125
2024-05-08,309.4200134277344
2024-05-09,321.8900146484375
2024-05-10,326.6499938964844
2024-05-13,317.17999267578125
2024-05-14,320.5
2024-05-15,326.9599914550781
2024-05-16,322.7099914550781
2024-05-17,322.8599853515625
2024-05-20,325.04998779296875
2024-05-21,321.1199951171875
2024-05-22,318.4100036621094
2024-05-23,315.32000732421875
2024-05-24,318.70001220703125
2024-05-28,318.6600036621094
2024-05-29,325.1300048828125
2024-05-30,335.1000061035156
2024-05-31,339.75
2024-06-03,332.70001220703125
2024-06-04,332.0
2024-06-05,336.9100036621094
2024-06-06,336.82000732421875
2024-06-07,337.44000244140625
2024-06-10,341.260009765625
2024-06-11,336.3099975585937
2024-06-12,340.8099975585937
2024-06-13,340.8999938964844
2024-06-14,337.4700012207031
2024-06-17,335.4700012207031
2024-06-18,340.6400146484375
2024-06-20,338.3699951171875
2024-06-21,338.9200134277344
2024-06-24,341.3699951171875
2024-06-25,340.45001220703125
2024-06-26,340.4800109863281
2024-06-27,343.2900085449219
2024-06-28,321.2799987792969
2024-07-01,315.1199951171875
2024-07-02,319.70001220703125
2024-07-03,326.54998779296875
2024-07-05,320.29998779296875
2024-07-08,316.2099914550781
2024-07-09,316.9100036621094
2024-07-10,315.3500061035156
2024-07-11,317.510009765625
2024-07-12,324.32000732421875
2024-07-15,316.9800109863281
2024-07-16,318.9100036621094
2024-07-17,322.9800109863281
2024-07-18,321.7300109863281
2024-07-19,322.1600036621094
2024-07-22,325.3800048828125
2024-07-23,340.1700134277344
2024-07-24,343.94000244140625
2024-07-25,352.7900085449219
2024-07-26,354.7799987792969
2024-07-29,358.7300109863281
2024-07-30,361.3500061035156
2024-07-31,363.0499877929688
2024-08-01,363.1199951171875
2024-08-02,356.3599853515625
2024-08-05,350.17999267578125
2024-08-06,352.92999267578125
2024-08-07,352.2699890136719
2024-08-08,360.6700134277344
2024-08-09,360.8999938964844
2024-08-12,361.3999938964844
2024-08-13,368.8599853515625
2024-08-14,371.5799865722656
2024-08-15,371.8900146484375
2024-08-16,373.7699890136719
2024-08-19,374.2099914550781
2024-08-20,375.30999755859375
2024-08-21,376.6700134277344
2024-08-22,383.1199951171875
2024-08-23,388.7799987792969
2024-08-26,388.5
2024-08-27,390.1799926757813
2024-08-28,390.1799926757813
2024-08-29,392.7900085449219
2024-08-30,395.5899963378906
2024-09-03,395.8299865722656
2024-09-04,394.2999877929688
2024-09-05,397.75
2024-09-06,387.9800109863281
2024-09-09,384.9500122070313
2024-09-10,386.4299926757813
2024-09-11,388.6499938964844
2024-09-12,391.6700134277344
2024-09-13,394.6799926757813
2024-09-16,403.4299926757813
2024-09-17,397.5
2024-09-18,399.8900146484375
2024-09-19,403.5199890136719
2024-09-20,404.6600036621094
2024-09-23,405.7000122070313
2024-09-24,401.7999877929688
2024-09-25,405.1099853515625
2024-09-26,403.8599853515625
2024-09-27,403.2799987792969
2024-09-30,406.4299926757813
2024-10-01,405.4500122070313
2024-10-02,403.8500061035156
2024-10-03,392.4599914550781
2024-10-04,394.0700073242188
2024-10-07,382.5299987792969
2024-10-08,378.5799865722656
2024-10-09,386.3599853515625
2024-10-10,387.25
2024-10-11,394.5400085449219
2024-10-14,395.7799987792969
2024-10-15,401.260009765625
2024-10-16,409.2300109863281
2024-10-17,406.4800109863281
2024-10-18,415.5400085449219
2024-10-21,410.760009765625
2024-10-22,408.1700134277344
2024-10-23,410.0299987792969
2024-10-24,398.8999938964844
2024-10-25,363.5499877929688
2024-10-28,356.5899963378906
2024-10-29,360.6700134277344
2024-10-30,360.9200134277344
","date,20-day,5-day
2024-01-22,280.43885628836495,285.5779988606771
2024-01-23,281.1598090762184,285.9079996744792
2024-01-24,281.23428460984,283.9719970703125
2024-01-25,281.9414264497303,284.32932739257814
2024-01-26,282.3337116059803,283.7433268229167
2024-01-29,282.98214140392486,284.5466654459635
2024-01-30,284.96842694963726,290.4086649576823
2024-01-31,287.1227598644438,296.2619974772135
2024-02-01,290.06576043991817,303.6373331705729
2024-02-02,292.3069523402623,307.35667114257814
2024-02-05,294.4894757952009,309.7433349609375
2024-02-06,296.144476609003,309.2706705729167
2024-02-07,297.7226670038132,308.60266927083336
2024-02-08,298.99442807152155,307.16933186848956
2024-02-09,300.23876211983816,306.63600056966146
2024-02-12,301.7355243501209,307.58933512369794
2024-02-13,302.56385846819194,306.7000040690104
2024-02-14,303.36400059291293,306.25933430989585
2024-02-15,304.2453342982701,306.6853352864583
2024-02-16,305.10266650971914,307.26133015950523
2024-02-20,305.86390337262833,307.6986592610677
2024-02-21,306.8181411016555,309.25465901692706
2024-02-22,307.7613789876302,310.7453267415365
2024-02-23,308.7831396193731,312.5819905598958
2024-02-26,309.4594742547898,313.1853312174479
2024-02-27,310.0702362060547,313.7453328450521
2024-02-28,310.3663789295015,313.2973327636719
2024-02-29,310.57838018508187,312.7000040690104
2024-03-01,310.7846669514974,312.2720072428385
2024-03-04,311.2037132626488,312.7693339029948
2024-03-05,311.7396189371745,313.6946695963542
2024-03-06,313.0006660098121,317.1373331705729
2024-03-07,314.30276169549853,320.24400024414064
2024-03-08,315.5897136869885,322.72333170572915
2024-03-11,316.3894756498791,322.93666585286456
2024-03-12,317.3371888660249,323.43866170247395
2024-03-13,318.06399797712055,322.8566609700521
2024-03-14,318.9824266706194,323.33466186523435
2024-03-15,319.54109366280693,322.8679972330729
2024-03-18,320.5268570672898,324.36133626302086
2024-03-19,321.73919154575896,326.56334025065104
2024-03-20,322.69295203799294,327.7633341471354
2024-03-21,323.5636669340588,328.4960021972656
2024-03-22,324.4619528634208,329.32066853841144
2024-03-25,325.0412867954799,328.7406697591146
2024-03-26,325.59052400134857,328.2806660970052
2024-03-27,326.45352419898626,329.3320007324219
2024-03-28,327.398285929362,330.80799967447916
2024-04-01,327.9133797781808,330.8319946289063
2024-04-02,328.2697614397321,330.59133097330727
2024-04-03,328.824857875279,331.1653361002604
2024-04-04,328.63109726678755,329.0966735839844
2024-04-05,328.77461983816966,328.67266845703125
2024-04-08,328.8241426013765,328.3039978027344
2024-04-09,328.94390593029203,328.3646687825521
2024-04-10,328.9196687244234,328.07933756510414
2024-04-11,328.82681143624444,327.9200032552083
2024-04-12,328.2865738641648,326.1453389485677
2024-04-15,327.73757411411833,324.706005859375
2024-04-16,326.3530514671689,320.7126749674479
2024-04-17,324.759384445917,316.76600545247396
2024-04-18,321.9221461704799,309.2580037434896
2024-04-19,320.0090016682943,306.4699971516927
2024-04-22,318.7041441417876,306.59599609375
2024-04-23,318.3613337925502,310.5833272298177
2024-04-24,318.0170469738188,314.064658610026
2024-04-25,317.24747503371464,315.37999267578124
2024-04-26,315.85395144508,313.07732950846355
2024-04-29,315.03871459960936,312.2460021972656
2024-04-30,314.16009608677456,310.8073384602865
2024-05-01,313.3382866269066,309.88267211914064
2024-05-02,312.56771472749256,309.39666951497395
2024-05-03,311.7720489501953,308.9026713053385
2024-05-06,311.29562000093006,309.1040018717448
2024-05-07,311.322811453683,310.8593383789063
2024-05-08,310.9397173200335,310.6293416341146
2024-05-09,311.8315756661551,314.5573445638021
2024-05-10,313.202289109003,319.20200602213544
2024-05-13,313.6528596423921,319.4306681315104
2024-05-14,314.44557378859747,320.2913330078125
2024-05-15,315.8220490955171,322.90199584960936
2024-05-16,316.7179053896949,322.92666015625
2024-05-17,317.5056182861328,322.9466573079427
2024-05-20,318.4173790341332,323.94932250976564
2024-05-21,318.884664335705,323.11732381184896
2024-05-22,319.0858075823103,321.3406616210938
2024-05-23,318.99557015555246,319.1039998372396
2024-05-24,319.22152361188614,318.48667195638023
2024-05-28,319.3864762079148,318.133339436849
2024-05-29,320.13314325241817,320.3626729329427
2024-05-30,321.75642947242375,325.64800618489585
2024-05-31,323.7003817603702,331.37067057291665
2024-06-03,324.8257161458333,333.1146728515625
2024-06-04,325.7656207856678,333.69200439453124
2024-06-05,327.06866861979165,335.0166707356771
2024-06-06,328.2561930338542,335.5260050455729
2024-06-07,329.3722884405227,336.12733764648436
2024-06-10,330.7781465076265,338.156005859375
2024-06-11,331.64300333658855,337.96400349934896
2024-06-12,332.8453363327753,338.98466796875
2024-06-13,333.9595261346726,339.77533162434895
2024-06-14,334.6806690034412,339.1506652832031
2024-06-17,335.14104992094497,337.8573323567708
2024-06-18,336.0337653750465,338.6733378092448
2024-06-20,336.63605026971726,338.4440022786458
2024-06-21,337.20857500348774,338.5606730143229
2024-06-24,337.91676461356025,339.6260030110677
2024-06-25,338.413289242699,340.1246724446615
2024-06-26,338.80909946986606,340.3013407389323
2024-06-27,339.3686237153553,341.425341796875
2024-06-28,337.7454803466797,334.8846720377604
2024-07-01,335.60147952125186,327.4666687011719
2024-07-02,334.0109565371559,323.32533772786456
2024-07-03,333.1347169421968,322.8506652832031
2024-07-05,331.68919169108074,321.22132771809896
2024-07-08,329.9332382928757,319.7613260904948
2024-07-09,328.342095656622,318.87266235351564
2024-07-10,326.7001437232608,317.34466552734375
2024-07-11,325.3872873942057,316.82667032877606
2024-07-12,324.8125260126023,319.18133951822915
2024-07-15,323.6172411237444,318.8213419596354
2024-07-16,322.71966974167594,319.0533406575521
2024-07-17,322.29809904552644,320.50867513020836
2024-07-18,321.81695687430243,321.03867594401044
2024-07-19,321.46681402297247,321.43067423502606
2024-07-22,321.50052839006696,323.0400065104167
2024-07-23,323.00729123070124,329.01934204101565
2024-07-24,324.8788148425874,334.8380065917969
2024-07-25,327.57657717750186,342.20934041341144
2024-07-26,330.40524335588725,348.1733378092448
2024-07-29,333.55538693382624,353.2793395996094
2024-07-30,336.7767204647972,357.03533935546875
2024-07-31,339.9398141043527,359.9460001627604
2024-08-01,342.9031466529483,361.6059977213542
2024-08-02,345.04852585565476,360.32399291992186
2024-08-05,346.43362005324593,356.8766581217448
2024-08-06,347.91885710216707,354.9159912109375
2024-08-07,349.16971290225075,353.2966573079427
2024-08-08,351.04476158505395,355.1959981282552
2024-08-09,352.7361893426804,357.3353312174479
2024-08-12,354.30104573567706,359.3386637369792
2024-08-13,356.36485377720425,363.0806599934896
2024-08-14,358.4498524983724,366.667323811849
2024-08-15,360.3329492478144,369.0699971516927
2024-08-16,362.1562340146019,371.35132853190106
2024-08-19,363.7756619408017,372.92132771809895
2024-08-20,365.26732860746836,374.0039957682292
2024-08-21,366.7211873372396,375.11000162760416
2024-08-22,368.6334728422619,378.02666625976565
2024-08-23,370.9403778076172,382.0813334147135
2024-08-26,373.05871146065846,385.04200032552086
2024-08-27,375.1952825637091,387.60999755859376
2024-08-28,377.19456801641553,389.18666178385416
2024-08-29,379.31323590959823,390.732666015625
2024-08-30,381.5572835286458,392.5673319498698
2024-09-03,383.6373777843657,394.0279947916667
2024-09-04,385.3543769473121,394.4899922688802
2024-09-05,387.20294872465587,395.82732747395835
2024-09-06,387.90447387695315,393.40333251953126
2024-09-09,388.1873801095145,390.2900044759115
2024-09-10,388.4967129661923,388.37933553059895
2024-09-11,388.89828404017857,387.8353332519531
2024-09-12,389.4932378859747,388.67467041015624
2024-09-13,390.2791896275112,390.92266642252605
2024-09-16,391.78995099748886,395.640663655599
2024-09-17,392.59471304757255,397.1499979654948
2024-09-18,393.5161907377697,398.71800333658854
2024-09-19,394.6663325718471,400.7466654459635
2024-09-20,395.7971902029855,402.36533406575523
2024-09-23,396.9245247977121,403.66533813476565
2024-09-24,397.59985700334823,403.5139994303385
2024-09-25,398.527093796503,404.1793273925781
2024-09-26,399.2641877673921,404.079990641276
2024-09-27,399.8809020996094,403.76465861002606
2024-09-30,400.74766351609003,404.59132486979166
2024-10-01,401.469474429176,405.04266560872395
2024-10-02,401.99309416271393,404.7173360188802
2024-10-03,401.3864743187314,400.67933349609376
2024-10-04,400.9583798363095,397.93800252278646
2024-10-07,399.40223693847656,391.96400146484376
2024-10-08,397.4814262753441,386.26666259765625
2024-10-09,396.33894885835196,384.95399169921876
2024-10-10,395.29213954380583,385.10399373372394
2024-10-11,394.9606644403367,388.0313313802083
2024-10-14,394.7479502360026,391.3406656901042
2024-10-15,395.0935703822545,395.5933369954427
2024-10-16,396.1803334554036,400.990673828125
2024-10-17,396.9607155936105,403.94667561848956
2024-10-18,398.58985929943265,408.6406758626302
2024-10-21,399.71195547921315,410.3413431803385
2024-10-22,400.5632901146298,410.1800109863281
2024-10-23,401.56143275669643,410.1780069986979
2024-10-24,401.4761462983631,406.4126688639323
2024-10-25,398.04781159900483,391.36932983398435
2024-10-28,394.14581109909784,377.4719950358073
2024-10-29,390.86971697126114,368.54600016276044
2024-10-30,387.8306704566592,362.87000528971356
"
3269,US,technical,"From March 11, 2020 to June 28, 2020, count the number of golden cross occurrences between the 10-day and 5-day Weighted Moving Average lines for Lamb Weston. (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close
2020-02-27,89.44999694824219
2020-02-28,86.88999938964844
2020-03-02,86.6500015258789
2020-03-03,85.5
2020-03-04,88.08999633789062
2020-03-05,86.36000061035156
2020-03-06,83.37000274658203
2020-03-09,73.37999725341797
2020-03-10,72.7300033569336
2020-03-11,71.43000030517578
2020-03-12,63.36000061035156
2020-03-13,63.84999847412109
2020-03-16,52.43999862670898
2020-03-17,53.130001068115234
2020-03-18,45.0099983215332
2020-03-19,48.810001373291016
2020-03-20,47.630001068115234
2020-03-23,47.709999084472656
2020-03-24,55.040000915527344
2020-03-25,56.33000183105469
2020-03-26,58.84000015258789
2020-03-27,57.25
2020-03-30,57.63999938964844
2020-03-31,57.09999847412109
2020-04-01,51.0
2020-04-02,49.880001068115234
2020-04-03,50.20000076293945
2020-04-06,51.81999969482422
2020-04-07,55.09999847412109
2020-04-08,57.75
2020-04-09,58.400001525878906
2020-04-13,58.2599983215332
2020-04-14,60.70000076293945
2020-04-15,55.90999984741211
2020-04-16,57.54999923706055
2020-04-17,59.91999816894531
2020-04-20,57.5099983215332
2020-04-21,55.709999084472656
2020-04-22,56.33000183105469
2020-04-23,56.68999862670898
2020-04-24,57.77999877929688
2020-04-27,58.54999923706055
2020-04-28,60.15999984741211
2020-04-29,64.88999938964844
2020-04-30,61.36000061035156
2020-05-01,58.34999847412109
2020-05-04,57.70000076293945
2020-05-05,58.970001220703125
2020-05-06,59.0
2020-05-07,55.41999816894531
2020-05-08,61.540000915527344
2020-05-11,59.65999984741211
2020-05-12,58.22999954223633
2020-05-13,54.77999877929688
2020-05-14,54.5099983215332
2020-05-15,52.09000015258789
2020-05-18,56.369998931884766
2020-05-19,55.86000061035156
2020-05-20,56.27000045776367
2020-05-21,55.83000183105469
2020-05-22,57.220001220703125
2020-05-26,60.70000076293945
2020-05-27,61.95000076293945
2020-05-28,59.619998931884766
2020-05-29,60.060001373291016
2020-06-01,61.59000015258789
2020-06-02,61.77000045776367
2020-06-03,64.77999877929688
2020-06-04,65.80999755859375
2020-06-05,71.25
2020-06-08,74.58000183105469
2020-06-09,71.9000015258789
2020-06-10,70.5199966430664
2020-06-11,63.2599983215332
2020-06-12,64.97000122070312
2020-06-15,65.5199966430664
2020-06-16,67.95999908447266
2020-06-17,67.83000183105469
2020-06-18,67.79000091552734
2020-06-19,66.19999694824219
2020-06-22,65.8499984741211
2020-06-23,66.54000091552734
2020-06-24,63.04999923706055
2020-06-25,63.86000061035156
2020-06-26,62.52999877929688
","date,10-day,5-day
2020-03-11,79.33254574862393,74.75400085449219
2020-03-12,75.87345497824928,70.05600077311198
2020-03-13,72.97781829833984,67.05466664632162
2020-03-16,68.42654529918323,61.55133285522461
2020-03-17,64.62272734208541,57.67399978637695
2020-03-18,59.93109068437056,52.39666595458984
2020-03-19,56.71363636363636,50.14733327229818
2020-03-20,53.96436379172585,48.474667104085285
2020-03-23,51.879454526034266,47.91000010172526
2020-03-24,51.594000105424364,50.104000345865884
2020-03-25,51.86472771384499,52.600667572021486
2020-03-26,52.86636408025568,55.179334004720054
2020-03-27,53.661091336337,56.55933380126953
2020-03-30,54.64672754461115,57.428000132242836
2020-03-31,55.43963629982688,57.45466613769531
2020-04-01,55.051272652365945,55.31066614786784
2020-04-02,54.35036371404475,53.14866663614909
2020-04-03,53.68818199851296,51.69066696166992
2020-04-06,53.27381827614524,51.24266688028971
2020-04-07,53.38109068437056,52.27599970499674
2020-04-08,53.969090687144885,54.32599970499675
2020-04-09,54.64945463700728,56.14266688028972
2020-04-13,55.31236343383789,57.3446662902832
2020-04-14,56.40054543235085,58.82266667683919
2020-04-15,56.562181784889916,58.11200002034505
2020-04-16,57.04363618330522,57.89399973551432
2020-04-17,57.83690858320757,58.479332478841144
2020-04-20,58.009453790838066,58.1599988301595
2020-04-21,57.721817363392226,57.29066543579101
2020-04-22,57.47618144642223,56.96066640218099
2020-04-23,57.27363579489968,56.72266616821289
2020-04-24,57.28854474154386,56.90533269246419
2020-04-27,57.45472654862837,57.48733266194662
2020-04-28,57.90836299549449,58.53666610717774
2020-04-29,59.231817557594994,60.86599934895833
2020-04-30,59.75018144087358,61.44799982706706
2020-05-01,59.65199945623225,60.71533279418945
2020-05-04,59.46418151855469,59.72799987792969
2020-05-05,59.50381816517223,59.22066701253255
2020-05-06,59.489636369185014,58.802666982014976
2020-05-07,58.77599972811612,57.58399963378906
2020-05-08,59.19818177656694,58.80133336385091
2020-05-11,59.21018177379261,59.1793332417806
2020-05-12,58.94199988625267,58.949999745686846
2020-05-13,58.08163604736328,57.619999440511066
2020-05-14,57.355999409068716,56.48133239746094
2020-05-15,56.31490859985352,54.596665954589845
2020-05-18,56.165817538174714,54.768665822347
2020-05-19,55.94818136041815,54.98999964396159
2020-05-20,55.86163607510653,55.50600001017253
2020-05-21,55.744727394797586,55.77600072224935
2020-05-22,55.87309126420455,56.42133433024089
2020-05-26,56.71272777210582,57.88466771443685
2020-05-27,57.760727899724785,59.4760009765625
2020-05-28,58.31745494495738,59.884666951497394
2020-05-29,58.866182431307706,60.21666717529297
2020-06-01,59.592182367498225,60.77666702270508
2020-06-02,60.178182359175246,61.105333709716795
2020-06-03,61.21327292702415,62.36599985758463
2020-06-04,62.27345421530983,63.781332397460936
2020-06-05,64.14927236383612,66.59733250935872
2020-06-08,66.35018178766424,69.7773333231608
2020-06-09,67.74818205399947,71.19800059000652
2020-06-10,68.69163596413352,71.48333282470703
2020-06-11,68.15927207253196,68.96599909464518
2020-06-12,67.87163599187677,67.18866628011068
2020-06-15,67.5947263544256,66.01333185831706
2020-06-16,67.68999904285778,66.25533192952474
2020-06-17,67.64909043745561,66.71666641235352
2020-06-18,67.54545433738015,67.34400024414063
2020-06-19,67.11672654585405,67.1393325805664
2020-06-22,66.7161809054288,66.73599904378256
2020-06-23,66.59981758811257,66.54066619873046
2020-06-24,65.94636306762695,65.27666600545247
2020-06-25,65.575999658758,64.60133310953776
2020-06-26,64.95290860262784,63.744666290283206
"
3270,US,technical,"From July 05, 2023 to May 07, 2024, how many times did a golden cross occur between the 10-day and 5-day Exponential Moving Average lines for American International Group? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",10.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2023-05-05,53.790000915527344
2023-05-08,53.75
2023-05-09,53.09999847412109
2023-05-10,52.61000061035156
2023-05-11,52.810001373291016
2023-05-12,52.4900016784668
2023-05-15,52.540000915527344
2023-05-16,52.310001373291016
2023-05-17,53.7400016784668
2023-05-18,54.310001373291016
2023-05-19,53.84999847412109
2023-05-22,53.959999084472656
2023-05-23,55.77000045776367
2023-05-24,54.56999969482422
2023-05-25,53.68000030517578
2023-05-26,54.06999969482422
2023-05-30,54.720001220703125
2023-05-31,52.83000183105469
2023-06-01,53.7400016784668
2023-06-02,55.20000076293945
2023-06-05,54.22999954223633
2023-06-06,55.93000030517578
2023-06-07,56.72999954223633
2023-06-08,56.630001068115234
2023-06-09,56.880001068115234
2023-06-12,56.220001220703125
2023-06-13,56.630001068115234
2023-06-14,55.84000015258789
2023-06-15,56.619998931884766
2023-06-16,57.29999923706055
2023-06-20,56.08000183105469
2023-06-21,56.459999084472656
2023-06-22,55.970001220703125
2023-06-23,55.220001220703125
2023-06-26,55.66999816894531
2023-06-27,56.45000076293945
2023-06-28,56.459999084472656
2023-06-29,57.20000076293945
2023-06-30,57.540000915527344
2023-07-03,57.93999862670898
2023-07-05,57.709999084472656
2023-07-06,57.59999847412109
2023-07-07,58.20000076293945
2023-07-10,58.08000183105469
2023-07-11,58.75
2023-07-12,58.650001525878906
2023-07-13,58.88999938964844
2023-07-14,57.650001525878906
2023-07-17,59.09999847412109
2023-07-18,59.369998931884766
2023-07-19,59.119998931884766
2023-07-20,60.2400016784668
2023-07-21,59.95000076293945
2023-07-24,60.2599983215332
2023-07-25,59.88999938964844
2023-07-26,60.84000015258789
2023-07-27,60.63999938964844
2023-07-28,60.15999984741211
2023-07-31,60.27999877929688
2023-08-01,60.380001068115234
2023-08-02,61.27000045776367
2023-08-03,61.13999938964844
2023-08-04,60.68999862670898
2023-08-07,61.90999984741211
2023-08-08,61.5
2023-08-09,60.34000015258789
2023-08-10,60.41999816894531
2023-08-11,60.52999877929688
2023-08-14,59.81999969482422
2023-08-15,58.77999877929688
2023-08-16,58.61000061035156
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2024-02-29,71.185873142967,71.9661493422626
2024-03-01,71.48662281477128,72.25743167413862
2024-03-04,71.79269106098474,72.56162050574085
2024-03-05,72.17947417152301,73.01441306014235
2024-03-06,72.66502404472266,73.62627486480193
2024-03-07,73.03865625853729,73.990850316769
2024-03-08,73.28799215009585,74.13056809854913
2024-03-11,73.5829033340983,74.39037995306921
2024-03-12,74.00237534419833,74.89025309859562
2024-03-13,74.27285216593854,75.09016802032026
2024-03-14,74.55960604015354,75.34344483825387
2024-03-15,74.87058614977406,75.65229543985805
2024-03-18,74.95593345670434,75.54819573920224
2024-03-19,75.05303607617074,75.52879644739134
2024-03-20,75.35975640118869,75.93253025285074
2024-03-21,75.73252863044699,76.42502138927028
2024-03-22,75.85025019825989,76.41001334398618
2024-03-25,75.98474949637456,76.47000767528766
2024-03-26,76.24024947696981,76.77667158007459
2024-03-27,76.62202163350086,77.29777983267994
2024-03-28,76.90347191267257,77.58851927810173
2024-04-01,77.03738599939545,77.60567931528396
2024-04-02,77.2160424800629,77.74378509121145
2024-04-03,77.32221712946198,77.76252441139357
2024-04-04,77.19454178712016,77.38168385645639
2024-04-05,77.2882612957297,77.49112226579516
2024-04-08,77.39039532816449,77.61074766857047
2024-04-09,77.05032283996483,76.91383066006912
2024-04-10,76.73571863175745,76.38255367165416
2024-04-11,76.26922400215524,75.64503517075121
2024-04-12,75.79845605724988,74.99002354889274
2024-04-15,75.29873732897859,74.34335004984777
2024-04-16,75.0280573707268,74.16556588609643
2024-04-17,74.58295636351369,73.63704453441585
2024-04-18,74.29332754537838,73.42136231086708
2024-04-19,74.28181405657023,73.6909093262226
2024-04-22,74.40512042527976,74.11393924563929
2024-04-23,74.5005531307154,74.38595959881812
2024-04-24,74.58590732889499,74.58064013944646
2024-04-25,74.59392367880825,74.5970925107703
2024-04-26,74.58230096980618,74.5747279336125
2024-04-29,74.79279131416315,74.96315124366484
2024-04-30,74.88682881315053,75.07876668197449
2024-05-01,75.05467767595839,75.32251030751425
2024-05-02,75.60837236653342,76.2483396963832
2024-05-03,76.13048709206072,76.99222758323333
2024-05-06,76.8285805699957,77.98481879572327
2024-05-07,77.45611115350499,78.7498787902478
"
3271,US,technical,"How many death cross occurred between the 30-day and 10-day Exponential Moving Average lines for IQVIA from April 06, 2022 to March 22, 2023? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2021-10-14,246.82000732421875
2021-10-15,248.8500061035156
2021-10-18,248.4600067138672
2021-10-19,249.0200042724609
2021-10-20,251.5200042724609
2021-10-21,254.83999633789065
2021-10-22,256.8900146484375
2021-10-25,257.25
2021-10-26,256.0899963378906
2021-10-27,254.2899932861328
2021-10-28,257.19000244140625
2021-10-29,261.4200134277344
2021-11-01,258.8900146484375
2021-11-02,257.8299865722656
2021-11-03,254.6000061035156
2021-11-04,253.8600006103516
2021-11-05,247.19000244140625
2021-11-08,251.5
2021-11-09,251.8000030517578
2021-11-10,252.1199951171875
2021-11-11,252.5800018310547
2021-11-12,254.67999267578125
2021-11-15,251.80999755859372
2021-11-16,267.5400085449219
2021-11-17,264.45001220703125
2021-11-18,266.6000061035156
2021-11-19,268.1700134277344
2021-11-22,267.489990234375
2021-11-23,265.2699890136719
2021-11-24,265.3599853515625
2021-11-26,262.0599975585937
2021-11-29,266.69000244140625
2021-11-30,259.1300048828125
2021-12-01,259.25
2021-12-02,262.7300109863281
2021-12-03,261.67999267578125
2021-12-06,263.1000061035156
2021-12-07,270.29998779296875
2021-12-08,272.19000244140625
2021-12-09,269.1600036621094
2021-12-10,270.32000732421875
2021-12-13,269.739990234375
2021-12-14,262.6499938964844
2021-12-15,268.1000061035156
2021-12-16,266.45001220703125
2021-12-17,267.42999267578125
2021-12-20,264.8800048828125
2021-12-21,268.6300048828125
2021-12-22,276.760009765625
2021-12-23,278.010009765625
2021-12-27,282.0599975585937
2021-12-28,280.6099853515625
2021-12-29,282.239990234375
2021-12-30,282.6099853515625
2021-12-31,282.1400146484375
2022-01-03,273.5799865722656
2022-01-04,268.1700134277344
2022-01-05,261.6099853515625
2022-01-06,262.510009765625
2022-01-07,256.9100036621094
2022-01-10,257.2300109863281
2022-01-11,260.2900085449219
2022-01-12,260.8500061035156
2022-01-13,252.07000732421875
2022-01-14,247.33999633789065
2022-01-18,242.32000732421875
2022-01-19,240.27999877929688
2022-01-20,244.3999938964844
2022-01-21,240.9499969482422
2022-01-24,243.6999969482422
2022-01-25,236.22999572753903
2022-01-26,232.63999938964844
2022-01-27,232.0
2022-01-28,238.82000732421875
2022-01-31,244.8999938964844
2022-02-01,247.1000061035156
2022-02-02,254.4499969482422
2022-02-03,250.19000244140625
2022-02-04,249.88999938964844
2022-02-07,245.9199981689453
2022-02-08,247.3699951171875
2022-02-09,255.57000732421875
2022-02-10,250.42999267578125
2022-02-11,244.27999877929688
2022-02-14,239.8999938964844
2022-02-15,228.63999938964844
2022-02-16,232.17999267578125
2022-02-17,226.3600006103516
2022-02-18,228.2700042724609
2022-02-22,226.4600067138672
2022-02-23,223.0800018310547
2022-02-24,228.47000122070312
2022-02-25,233.9900054931641
2022-02-28,230.1199951171875
2022-03-01,227.8300018310547
2022-03-02,232.3699951171875
2022-03-03,233.3699951171875
2022-03-04,227.0
2022-03-07,216.66000366210935
2022-03-08,210.55999755859372
2022-03-09,219.2100067138672
2022-03-10,216.94000244140625
2022-03-11,213.6100006103516
2022-03-14,211.08999633789065
2022-03-15,215.00999450683597
2022-03-16,220.2700042724609
2022-03-17,223.2400054931641
2022-03-18,227.66000366210935
2022-03-21,226.97000122070312
2022-03-22,228.92999267578125
2022-03-23,220.30999755859372
2022-03-24,224.6199951171875
2022-03-25,224.75999450683597
2022-03-28,226.69000244140625
2022-03-29,233.58999633789065
2022-03-30,231.32000732421875
2022-03-31,231.2100067138672
2022-04-01,240.30999755859372
2022-04-04,238.5
2022-04-05,238.3600006103516
2022-04-06,240.3000030517578
2022-04-07,249.27999877929688
2022-04-08,252.2899932861328
2022-04-11,242.97999572753903
2022-04-12,237.6699981689453
2022-04-13,239.30999755859372
2022-04-14,238.47999572753903
2022-04-18,234.38999938964844
2022-04-19,237.8699951171875
2022-04-20,242.7700042724609
2022-04-21,236.1699981689453
2022-04-22,228.16000366210935
2022-04-25,219.8600006103516
2022-04-26,206.72999572753903
2022-04-27,210.2400054931641
2022-04-28,219.3999938964844
2022-04-29,217.9900054931641
2022-05-02,217.05999755859372
2022-05-03,215.1999969482422
2022-05-04,222.7899932861328
2022-05-05,215.32000732421875
2022-05-06,213.82000732421875
2022-05-09,204.07000732421875
2022-05-10,203.2100067138672
2022-05-11,200.9600067138672
2022-05-12,202.52999877929688
2022-05-13,208.7100067138672
2022-05-16,206.4499969482422
2022-05-17,206.69000244140625
2022-05-18,197.25999450683597
2022-05-19,201.7400054931641
2022-05-20,201.8300018310547
2022-05-23,203.38999938964844
2022-05-24,201.9900054931641
2022-05-25,203.33999633789065
2022-05-26,207.72999572753903
2022-05-27,220.5
2022-05-31,215.25
2022-06-01,210.1100006103516
2022-06-02,220.05999755859372
2022-06-03,219.44000244140625
2022-06-06,220.7899932861328
2022-06-07,225.22999572753903
2022-06-08,220.7100067138672
2022-06-09,216.6499938964844
2022-06-10,207.3699951171875
2022-06-13,200.3000030517578
2022-06-14,200.8800048828125
2022-06-15,202.1300048828125
2022-06-16,196.4499969482422
2022-06-17,196.9499969482422
2022-06-21,198.7700042724609
2022-06-22,201.7400054931641
2022-06-23,211.5399932861328
2022-06-24,213.8000030517578
2022-06-27,216.50999450683597
2022-06-28,212.2100067138672
2022-06-29,214.1100006103516
2022-06-30,216.9900054931641
2022-07-01,215.0500030517578
2022-07-05,215.30999755859372
2022-07-06,216.0
2022-07-07,218.8500061035156
2022-07-08,219.33999633789065
2022-07-11,217.3999938964844
2022-07-12,213.52999877929688
2022-07-13,211.8300018310547
2022-07-14,212.0
2022-07-15,219.0800018310547
2022-07-18,212.8699951171875
2022-07-19,220.5
2022-07-20,220.6000061035156
2022-07-21,225.6300048828125
2022-07-22,221.7400054931641
2022-07-25,221.6199951171875
2022-07-26,219.67999267578125
2022-07-27,225.1300048828125
2022-07-28,236.00999450683597
2022-07-29,240.2700042724609
2022-08-01,238.3699951171875
2022-08-02,233.41000366210935
2022-08-03,233.2100067138672
2022-08-04,234.33999633789065
2022-08-05,234.7400054931641
2022-08-08,233.66000366210935
2022-08-09,232.6000061035156
2022-08-10,239.69000244140625
2022-08-11,242.0
2022-08-12,245.80999755859372
2022-08-15,248.25999450683597
2022-08-16,244.7100067138672
2022-08-17,240.6199951171875
2022-08-18,238.82000732421875
2022-08-19,239.0200042724609
2022-08-22,231.57000732421875
2022-08-23,229.2400054931641
2022-08-24,231.8300018310547
2022-08-25,234.72999572753903
2022-08-26,219.6699981689453
2022-08-29,218.2100067138672
2022-08-30,215.9900054931641
2022-08-31,212.66000366210935
2022-09-01,211.6199951171875
2022-09-02,207.25999450683597
2022-09-06,209.66000366210935
2022-09-07,215.13999938964844
2022-09-08,221.1199951171875
2022-09-09,223.1699981689453
2022-09-12,226.7400054931641
2022-09-13,212.50999450683597
2022-09-14,209.1300048828125
2022-09-15,207.3699951171875
2022-09-16,205.0399932861328
2022-09-19,203.6999969482422
2022-09-20,199.66000366210935
2022-09-21,195.5200042724609
2022-09-22,190.6199951171875
2022-09-23,189.42999267578125
2022-09-26,186.0800018310547
2022-09-27,182.88999938964844
2022-09-28,185.69000244140625
2022-09-29,181.6100006103516
2022-09-30,181.13999938964844
2022-10-03,186.1999969482422
2022-10-04,193.1000061035156
2022-10-05,192.4900054931641
2022-10-06,187.5399932861328
2022-10-07,180.33999633789065
2022-10-10,175.91000366210938
2022-10-11,172.4499969482422
2022-10-12,171.86000061035156
2022-10-13,176.2100067138672
2022-10-14,173.41000366210938
2022-10-17,181.17999267578125
2022-10-18,184.3300018310547
2022-10-19,178.38999938964844
2022-10-20,174.5800018310547
2022-10-21,178.14999389648438
2022-10-24,179.55999755859375
2022-10-25,197.6499938964844
2022-10-26,202.1000061035156
2022-10-27,200.4199981689453
2022-10-28,208.16000366210935
2022-10-31,209.6699981689453
2022-11-01,209.38999938964844
2022-11-02,204.3500061035156
2022-11-03,203.8600006103516
2022-11-04,204.1000061035156
2022-11-07,207.9900054931641
2022-11-08,207.9199981689453
2022-11-09,204.30999755859372
2022-11-10,222.5800018310547
2022-11-11,226.52999877929688
2022-11-14,222.3600006103516
2022-11-15,224.30999755859372
2022-11-16,224.0200042724609
2022-11-17,211.4199981689453
2022-11-18,213.77999877929688
2022-11-21,214.8999938964844
2022-11-22,215.8999938964844
2022-11-23,217.72000122070312
2022-11-25,219.97999572753903
2022-11-28,214.4499969482422
2022-11-29,212.5
2022-11-30,218.0200042724609
2022-12-01,220.5500030517578
2022-12-02,217.72999572753903
2022-12-05,211.92999267578125
2022-12-06,209.8699951171875
2022-12-07,207.69000244140625
2022-12-08,210.41000366210935
2022-12-09,208.52999877929688
2022-12-12,213.13999938964844
2022-12-13,216.8000030517578
2022-12-14,214.2100067138672
2022-12-15,208.41000366210935
2022-12-16,203.77999877929688
2022-12-19,199.83999633789065
2022-12-20,201.3800048828125
2022-12-21,204.5500030517578
2022-12-22,203.13999938964844
2022-12-23,203.83999633789065
2022-12-27,202.94000244140625
2022-12-28,201.8699951171875
2022-12-29,207.80999755859372
2022-12-30,204.88999938964844
2023-01-03,203.8600006103516
2023-01-04,207.77999877929688
2023-01-05,207.0500030517578
2023-01-06,205.3600006103516
2023-01-09,208.4900054931641
2023-01-10,215.50999450683597
2023-01-11,221.52999877929688
2023-01-12,219.5
2023-01-13,222.13999938964844
2023-01-17,221.5399932861328
2023-01-18,220.5500030517578
2023-01-19,222.2899932861328
2023-01-20,223.6100006103516
2023-01-23,228.75
2023-01-24,225.77999877929688
2023-01-25,226.5
2023-01-26,228.5200042724609
2023-01-27,229.47000122070312
2023-01-30,226.27999877929688
2023-01-31,229.41000366210935
2023-02-01,233.4900054931641
2023-02-02,240.6499938964844
2023-02-03,237.17999267578125
2023-02-06,232.30999755859372
2023-02-07,235.83999633789065
2023-02-08,235.50999450683597
2023-02-09,230.30999755859372
2023-02-10,222.83999633789065
2023-02-13,232.1100006103516
2023-02-14,227.07000732421875
2023-02-15,227.02999877929688
2023-02-16,224.0
2023-02-17,219.72999572753903
2023-02-21,212.97999572753903
2023-02-22,210.9900054931641
2023-02-23,213.3699951171875
2023-02-24,209.5399932861328
2023-02-27,208.8800048828125
2023-02-28,208.47000122070312
2023-03-01,210.7700042724609
2023-03-02,215.8300018310547
2023-03-03,220.82000732421875
2023-03-06,219.57000732421875
2023-03-07,212.58999633789065
2023-03-08,211.6000061035156
2023-03-09,202.92999267578125
2023-03-10,197.25999450683597
2023-03-13,198.1199951171875
2023-03-14,200.7100067138672
2023-03-15,195.2700042724609
2023-03-16,196.42999267578125
2023-03-17,190.88999938964844
2023-03-20,191.80999755859372
2023-03-21,196.75999450683597
2023-03-22,190.00999450683597
","date,30-day,10-day
2021-11-24,257.4152976369789,263.01296644900805
2021-11-26,257.7149556964379,262.8396993780236
2021-11-29,258.2939909703069,263.5397544804568
2021-11-30,258.34792735175887,262.73798182633965
2021-12-01,258.4061255871293,262.1038033124597
2021-12-02,258.6850859354647,262.21765925316305
2021-12-03,258.8783057251626,262.11990169363906
2021-12-06,259.150673491508,262.2981024954348
2021-12-07,259.86998409160225,263.75299073135005
2021-12-08,260.664823985138,265.28699286045116
2021-12-09,261.2129000933297,265.99117664257085
2021-12-10,261.80045539854837,266.77823676650684
2021-12-13,262.3126834524727,267.3167373970283
2021-12-14,262.33444541660253,266.46823857874756
2021-12-15,262.70641707382276,266.76492358325083
2021-12-16,262.9479393404814,266.70766696939273
2021-12-17,263.2371040717911,266.8389989160088
2021-12-20,263.3430976725022,266.4828181827004
2021-12-21,263.6841884602642,266.87321576453894
2021-12-22,264.5277898348036,268.6708146738273
2021-12-23,265.39761047550184,270.3688501450632
2021-12-27,266.47260319054004,272.49451331115966
2021-12-28,267.3846923622189,273.970053682142
2021-12-29,268.34309867655156,275.47367850982073
2021-12-30,269.26354297816516,276.77118884468285
2021-12-31,270.0942830859247,277.74733899082
2022-01-03,270.31916718181765,276.98963855108286
2022-01-04,270.1805121009091,275.3860703468377
2022-01-05,269.62757489127387,272.88132762042403
2022-01-06,269.16837714123204,270.995633465006
2022-01-07,268.3775143361274,268.43460986447934
2022-01-10,267.6583205716242,266.39741006845185
2022-01-11,267.1829456021595,265.28697342781004
2022-01-12,266.77436886031154,264.4802520961201
2022-01-13,265.82570037411205,262.2238439557744
2022-01-14,264.63307430725905,259.51768984343187
2022-01-18,263.19352159867583,256.3908384763022
2022-01-19,261.7152298038772,253.4615948950285
2022-01-20,260.5981178098519,251.81403107711137
2022-01-21,259.33049710910285,249.83875214458968
2022-01-24,258.32207774388604,248.72261483616285
2022-01-25,256.89678212992817,246.45122954368577
2022-01-26,255.33182840474885,243.94009678840624
2022-01-27,253.82654915282959,241.7691700996051
2022-01-28,252.85838516388696,241.23295868589847
2022-01-31,252.34494056599002,241.89969236055043
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2022-02-03,252.03683142342882,245.90695470036292
2022-02-04,251.89832613092688,246.63114464386936
2022-02-07,251.51262755273453,246.50184528479227
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2022-02-10,251.45376537419182,248.67070180265387
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2022-02-15,248.87956461719065,243.18961687466532
2022-02-16,247.8021728790352,241.18786702032273
2022-02-17,246.41880692621692,238.49189130941886
2022-02-18,245.2479164324262,236.6333663936083
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2022-03-02,239.2510769366802,231.36909767998787
2022-03-03,238.87165230316455,231.73289721402415
2022-03-04,238.1057392513475,230.87237044783794
2022-03-07,236.72214340688052,228.28830375952364
2022-03-08,235.0342630295717,225.06497535935455
2022-03-09,234.0133432672682,224.00043560562955
2022-03-10,232.9118374075352,222.71672048486167
2022-03-11,231.6665576141685,221.06095323495074
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2022-03-17,228.4078532229196,219.61006099136398
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2022-03-21,228.2699530161929,222.14574407499106
2022-03-22,228.31253622003732,223.37924382058927
2022-03-23,227.79624340317002,222.82119904568097
2022-03-24,227.5913241589131,223.14825287686395
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2022-03-31,228.2010117411009,227.58457477124844
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2022-04-04,229.59628588206482,231.46223564070917
2022-04-05,230.16168683227687,232.7163747260987
2022-04-06,230.81577174966276,234.0952162398549
2022-04-07,232.00701220318754,236.85608579248068
2022-04-08,233.3155916278937,239.6622507913265
2022-04-11,233.9391015698063,240.2654771433651
2022-04-12,234.17980457620237,239.79357187528876
2022-04-13,234.51078476861474,239.70564927225328
2022-04-14,234.76686289499696,239.4828031732143
2022-04-18,234.74254912045836,238.5568388489296
2022-04-19,234.94431982992478,238.43195817043102
2022-04-20,235.44920269718517,239.2206938253455
2022-04-21,235.49570563084714,238.66602188781818
2022-04-22,235.0224345360899,236.75583675587112
2022-04-25,234.04421299249387,233.68386654759482
2022-04-26,232.2820054270129,228.78316276213013
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2022-04-28,230.12058949459254,224.31864585398472
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2022-05-23,214.0480582570079,204.7067700820564
2022-05-24,213.270119369018,204.212812884076
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2022-05-26,212.31337139651328,204.72246019585162
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2022-05-31,212.9969254364908,208.98363037904113
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2022-06-02,213.27837063072008,211.16507452874148
2022-06-03,213.67589526366757,212.6696068764987
2022-06-06,214.13486932963306,214.14604076915944
2022-06-07,214.8506839359496,216.16130530704663
2022-06-08,215.2287047603314,216.98834192646854
2022-06-09,215.3204008336316,216.92682410283504
2022-06-10,214.8074714325707,215.1892188327173
2022-06-13,213.87150573058278,212.48208869072465
2022-06-14,213.03334438556536,210.37261890746788
2022-06-15,212.32990312732326,208.87396181207598
2022-06-16,211.30539305125353,206.61505910956072
2022-06-17,210.37923846396248,204.85777508023006
2022-06-21,209.63025561289788,203.75090766063568
2022-06-22,209.12120721807634,203.38528908473177
2022-06-23,209.2772579321445,204.86796257589558
2022-06-24,209.5690479398615,206.49196993514323
2022-06-27,210.01685094418244,208.31342894817828
2022-06-28,210.15834486480728,209.021897632849
2022-06-29,210.41329039677788,209.9470072651222
2022-06-30,210.83759459654476,211.22755239749344
2022-07-01,211.1093628839779,211.9225434255415
2022-07-05,211.3803715726628,212.53844417700554
2022-07-06,211.67841211636198,213.16781796300452
2022-07-07,212.14109559940417,214.20094307946107
2022-07-08,212.6055408083388,215.13531639917554
2022-07-11,212.91486036241272,215.54707594414077
2022-07-12,212.95454671188912,215.18033464144187
2022-07-13,212.88199542925466,214.57118322137148
2022-07-14,212.825092498335,214.1036953629403
2022-07-15,213.22863503592984,215.0084783571429
2022-07-18,213.20549697665615,214.61966322260557
2022-07-19,213.67611007493642,215.68881536395
2022-07-20,214.1228130445222,216.5817591347801
2022-07-21,214.8652125179603,218.22689472533142
2022-07-22,215.3087475486186,218.86564213766462
2022-07-25,215.71592481110693,219.36643358848696
2022-07-26,215.9716711249569,219.42344433163134
2022-07-27,216.5625313673992,220.46100079548245
2022-07-28,217.8172064086532,223.28809056118308
2022-07-29,219.26577401276984,226.37571123596086
2022-08-01,220.49830440660327,228.5564901234566
2022-08-02,221.33131726179724,229.43894713048437
2022-08-03,222.09768432322113,230.12459432746306
2022-08-04,222.88751090481273,230.8910310566317
2022-08-05,223.65218797502897,231.59084459054668
2022-08-08,224.2978535032277,231.9670553308308
2022-08-09,224.83347625163339,232.08213728950074
2022-08-10,225.7919618122639,233.46538549893808
2022-08-11,226.83764169534368,235.01713359004023
2022-08-12,228.06166465426304,236.97947249341357
2022-08-15,229.36478270926776,239.03047649585397
2022-08-16,230.35479716117743,240.06311835367455
2022-08-17,231.01706799704905,240.16436867431324
2022-08-18,231.52048343751164,239.9199393379324
2022-08-19,232.00432349137935,239.75631478057392
2022-08-22,231.97630309349805,238.26789524305477
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2022-08-24,231.80171834938687,235.75437730452555
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2022-08-26,231.195759386583,232.67755739238896
2022-08-29,230.3579688915691,230.04709363265772
2022-08-30,229.43100351102686,227.49125942547704
2022-08-31,228.34900352077412,224.79466746850107
2022-09-01,227.2697126560266,222.39927249553494
2022-09-02,225.9787630980143,219.64667649758968
2022-09-06,224.9259399086011,217.8309178002296
2022-09-07,224.29458890737837,217.34165990739666
2022-09-08,224.08977640478543,218.02862994554044
2022-09-09,224.03043587344092,218.96342416797768
2022-09-12,224.20524681664887,220.3773480452843
2022-09-13,223.45071440956417,218.94692012920277
2022-09-14,222.52679766590276,217.16202644804088
2022-09-15,221.54893943695342,215.38165711515845
2022-09-16,220.4838461369005,213.50135460079014
2022-09-19,219.40101715698708,211.71928957305414
2022-09-20,218.127403383124,209.52669213470054
2022-09-21,216.66886150501674,206.98002161429332
2022-09-22,214.9882894799955,204.00547134209225
2022-09-23,213.33936710553007,201.35538431185387
2022-09-26,211.58069837814458,198.57804204261765
2022-09-27,209.7296855401771,195.72567065116868
2022-09-28,208.17873824348223,193.90100370393912
2022-09-29,206.46462613811897,191.66627586874137
2022-09-30,204.8307792511209,189.75240741799718
2022-10-03,203.6287932960965,189.10651460531446
2022-10-04,202.94951670302677,189.83260396862374
2022-10-05,202.27470952819692,190.31576788217654
2022-10-06,201.32408267387024,189.81108159198675
2022-10-07,199.97027065219413,188.089066091242
2022-10-10,198.41799536251125,185.87469110412695
2022-10-11,196.7426406261068,183.4338376212388
2022-10-12,195.13730901218713,181.3295036192593
2022-10-13,193.91619273487618,180.3986860000971
2022-10-14,192.59321279469768,179.1280164840993
2022-10-17,191.85687601283212,179.50110306440513
2022-10-18,191.371271226911,180.3790846583414
2022-10-19,190.53376981805536,180.0174327913063
2022-10-20,189.5044944640553,179.02880898035147
2022-10-21,188.77194604034108,178.86902441964835
2022-10-24,188.17762678345414,178.9946558994566
2022-10-25,188.78874724235934,182.38653553527982
2022-10-26,189.64753813662747,185.9708029113227
2022-10-27,190.34253555806734,188.5979293217995
2022-10-28,191.49204962929588,192.15467011094674
2022-10-31,192.66482050282167,195.33927521240102
2022-11-01,193.7438643019718,197.89395233553688
2022-11-02,194.42813151497464,199.06778029335118
2022-11-03,195.03663919854733,199.93909307826033
2022-11-04,195.62137254725496,200.6956227192158
2022-11-07,196.41934886634587,202.02187413266094
2022-11-08,197.16132624070713,203.09426032107626
2022-11-09,197.6225308418611,203.31530345517035
2022-11-10,199.23269026051878,206.81797588714932
2022-11-11,200.99380693914964,210.40198004935797
2022-11-14,202.3722710469691,212.57616560590228
2022-11-15,203.7876082412675,214.70958959730072
2022-11-16,205.09292411424772,216.40239226551165
2022-11-17,205.50112244035728,215.4965024297723
2022-11-18,206.03524349448244,215.1844108569586
2022-11-21,206.6071628752568,215.13269868232692
2022-11-22,207.2067003604973,215.2722069030828
2022-11-23,207.8849778353493,215.71726041537738
2022-11-25,208.6653015703293,216.49230319940676
2022-11-28,209.03850772374304,216.1209747901041
2022-11-29,209.2618298060822,215.4626157373579
2022-11-30,209.82687332004213,215.92759547101298
2022-12-01,210.51868814144316,216.76803321296657
2022-12-02,210.98393379215904,216.94293548834338
2022-12-05,211.04496984916693,216.03149134060482
2022-12-06,210.96916502774891,214.91121929998346
2022-12-07,210.7576061512107,213.59827078024213
2022-12-08,210.7351801841719,213.01858584967255
2022-12-09,210.59291041611544,212.20247910960424
2022-12-12,210.75723873698857,212.37293734233953
2022-12-13,211.14709449923174,213.17785838041556
2022-12-14,211.34470173888565,213.3655217137704
2022-12-15,211.15536637909364,212.4645184316502
2022-12-16,210.67953621136482,210.88551485849501
2022-12-19,209.98021105823747,208.87723876383967
2022-12-20,209.42535904691974,207.51410533092564
2022-12-21,209.11081995045768,206.97517764380422
2022-12-22,208.72560572072805,206.27787250668496
2022-12-23,208.41040511538372,205.83462229417688
2022-12-27,208.05747591061098,205.3083277754913
2022-12-28,207.65828360135785,204.68317638307244
2022-12-29,207.66807159859889,205.2516893240763
2022-12-30,207.48884113350533,205.18592751781665
2023-01-03,207.25472239007607,204.94484989827754
2023-01-04,207.28861118938065,205.46033151300833
2023-01-05,207.27321711598563,205.74936270187186
2023-01-06,207.1497837930415,205.6785695943227
2023-01-09,207.23624970917845,206.1897397577484
2023-01-10,207.77003969612412,207.8843315303098
2023-01-11,208.6577789918127,210.36536193921654
2023-01-12,209.3572771213732,212.02620522299534
2023-01-13,210.18196888061675,213.86507688965955
2023-01-17,210.9147446487146,215.26051623447285
2023-01-18,211.53637422310447,216.22224111034282
2023-01-19,212.23015609813856,217.32546877866827
2023-01-20,212.96433961505554,218.4681109298834
2023-01-23,213.98276931731002,220.33754530626823
2023-01-24,214.74388089550274,221.32708230136433
2023-01-25,215.5023401925671,222.26761279202535
2023-01-26,216.3421894880441,223.4044112430136
2023-01-27,217.18914508369954,224.50724578441168
2023-01-30,217.7756517737381,224.82956451075444
2023-01-31,218.52625512137496,225.6623716291826
2023-02-01,219.49165837116783,227.0855777862701
2023-02-02,220.856712276027,229.55183526085452
2023-02-03,221.90982714052728,230.93877297265936
2023-02-06,222.58080587717674,231.18808653373833
2023-02-07,223.43623751980346,232.03388831631148
2023-02-08,224.21518958348298,232.66590762367954
2023-02-09,224.60840300123206,232.2375603391185
2023-02-10,224.49431224875843,230.52891233889522
2023-02-13,224.98564698176446,230.81638293370548
2023-02-14,225.12012184256798,230.1352237319806
2023-02-15,225.24333970945372,229.57063737694716
2023-02-16,225.16312424432766,228.5577942175022
2023-02-17,224.81259982388968,226.9527399465998
2023-02-21,224.0492060112219,224.41224099767965
2023-02-22,223.20667694554078,221.97183454231316
2023-02-23,222.5720523114535,220.40786373774486
2023-02-24,221.7312743098199,218.43188729199719
2023-02-27,220.90216015323878,216.69518139941815
2023-02-28,220.10008538339778,215.19969409419724
2023-03-01,219.49814466656315,214.39429594479063
2023-03-02,219.26149029007877,214.65533337865682
2023-03-03,219.36203977615233,215.77618318694078
2023-03-06,219.37545703731791,216.46596939371858
2023-03-07,218.93768537929037,215.7612470199317
2023-03-08,218.46428671633717,215.00465776240148
2023-03-09,217.46207419759165,212.8092641102887
2023-03-10,216.1587142175429,209.9821241823882
2023-03-13,214.9949258884877,207.8253734432608
2023-03-14,214.07331819980251,206.53167040155284
2023-03-15,212.86020117223208,204.48409474171794
2023-03-16,211.8001877208482,203.01971254791124
2023-03-17,210.4511433123837,200.8143101554998
2023-03-20,209.24848874762307,199.1771624106078
2023-03-21,208.44277944176585,198.73767733719473
2023-03-22,207.25356751048005,197.15082591349312
"
3272,US,technical,"During March 11, 2020 to December 04, 2020, how many times did Darden Restaurants's 10-day and 60-day Exponential Moving Average lines form a death cross? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",5.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2019-03-28,121.12999725341795
2019-03-29,121.47000122070312
2019-04-01,120.4800033569336
2019-04-02,119.18000030517578
2019-04-03,118.4499969482422
2019-04-04,118.51000213623048
2019-04-05,118.9800033569336
2019-04-08,119.33000183105467
2019-04-09,117.02999877929688
2019-04-10,117.01000213623048
2019-04-11,116.3499984741211
2019-04-12,116.5
2019-04-15,115.8499984741211
2019-04-16,115.73999786376952
2019-04-17,114.41999816894533
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2019-09-26,120.56782365115808,121.72613864733133
2019-09-27,119.80276491646597,121.5501996952992
2019-09-30,119.51498969905455,121.44101286006654
2019-10-01,119.05953741490471,121.29573381994075
2019-10-02,118.4778034504405,121.1175130589706
2019-10-03,117.92729317731354,120.93169285861885
2019-10-04,117.6532395394284,120.78376844256397
2019-10-07,117.31446888053728,120.6200383597103
2019-10-08,116.70092952796799,120.40102078861837
2019-10-09,115.931669835738,120.14098736016213
2019-10-10,115.22227509820326,119.87505330833048
2019-10-11,114.82549797408035,119.65095322987791
2019-10-14,114.02995233301885,119.34928253211936
2019-10-15,113.3499611662022,119.05225690534586
2019-10-16,112.7408773178018,118.75546159697386
2019-10-17,112.08617223995574,118.44020054099597
2019-10-18,111.78868582328055,118.17822665270896
2019-10-21,111.49256179397668,117.91533409564012
2019-10-22,111.00664141231258,117.61712641036746
2019-10-23,110.89634325114281,117.38049936497438
2019-10-24,110.80791787131855,117.1519585222575
2019-10-25,111.09193330318463,116.99517308698945
2019-10-28,111.13885424335488,116.81008539476426
2019-10-29,111.61360801729036,116.70975472608346
2019-10-30,111.86386071665021,116.58779548469612
2019-10-31,111.93770361236224,116.44622830956071
2019-11-01,111.97993898628643,116.30602404265528
2019-11-04,111.79267679755111,116.13041659693681
2019-11-05,111.97037131491751,116.02023889353123
2019-11-06,112.11939487866475,115.91432945162946
2019-11-07,112.36677823834998,115.83451548131156
2019-11-08,112.82918286085169,115.80420361838688
2019-11-11,113.10751336076075,115.75685270009063
2019-11-12,112.98614773905992,115.6481035112813
2019-11-13,112.9123030285135,115.54751001356895
2019-11-14,112.83188451800252,115.446608085934
2019-11-15,112.78972341911499,115.3532766232516
2019-11-18,112.8788643936935,115.28530030049899
2019-11-19,112.98997957007094,115.22643792552425
2019-11-20,113.30998328460349,115.21081700993328
2019-11-21,113.34271320808821,115.15439671005906
2019-11-22,113.58403774642586,115.13851479067827
2019-11-25,113.96148609473195,115.1556127864629
2019-11-26,114.54848906685454,115.22231408662496
2019-11-27,115.0778545246033,115.29568080786586
2019-11-29,115.68915414584019,115.39877332044095
2019-12-02,116.3493078820191,115.52733811960105
2019-12-03,116.73488848905257,115.62381887701423
2019-12-04,116.9558172998143,115.7000870104971
2019-12-05,117.23475922053342,115.79155949748963
2019-12-06,117.70662151335546,115.92396744285242
2019-12-09,117.77814459713103,115.99531272256614
2019-12-10,117.92393682148078,116.08005662776249
2019-12-11,117.83594875237631,116.12464501509507
2019-12-12,117.55123018704722,116.12941064224167
2019-12-13,117.19282503141221,116.1113972385962
2019-12-16,116.97958350625842,116.10840049775915
2019-12-17,116.80329598443515,116.10517432197132
2019-12-18,116.7136053615549,116.11188983792614
2019-12-19,115.31658598296252,115.87969668846289
2019-12-20,114.39356996129106,115.69478853027621
2019-12-23,113.35837486800945,115.46545110135706
2019-12-24,112.47503398291681,115.23707565541093
2019-12-26,111.8268466518609,115.029630672024
2019-12-27,111.13287492174628,114.79947891675208
2019-12-30,110.73780658769653,114.60802056159537
2019-12-31,110.42366032379361,114.42447897387848
2020-01-02,110.7575406533276,114.3535125201851
2020-01-03,111.05253276243492,114.28880710160257
2020-01-06,111.42843639591621,114.2504856473396
2020-01-07,111.55963005590942,114.18161731548842
2020-01-08,111.97606067740244,114.17074456659113
2020-01-09,112.41495862508353,114.17793324931432
2020-01-10,112.80314852084248,114.1901322592305
2020-01-13,112.88439424432566,114.15930825073113
2020-01-14,112.7617769425342,114.09539647478823
2020-01-15,112.49418130126021,114.00341629251739
2020-01-16,112.58796690761844,113.97084533657355
2020-01-17,112.75742685951806,113.95606341219626
2020-01-21,113.08334980356165,113.97553684300155
2020-01-22,113.42819590417473,114.00847017132719
2020-01-23,114.19034260279423,114.1268810754339
2020-01-24,114.71755237281175,114.22403239551444
2020-01-27,115.0198150783765,114.29471976790472
2020-01-28,115.46166632744298,114.39817147873546
2020-01-29,116.14318137417564,114.55593631826783
2020-01-30,116.51896641241146,114.67574165486471
2020-01-31,116.50279075655041,114.73325833192408
2020-02-03,116.21501028607675,114.73938094953132
2020-02-04,116.09591706289801,114.76628641212353
2020-02-05,116.34756911635903,114.85526073818288
2020-02-06,117.28437473156647,115.073121041849
2020-02-07,117.90721552300394,115.25793671537765
2020-02-10,118.61317650346274,115.47210275472682
2020-02-11,119.27078138591197,115.69367326627459
2020-02-12,119.84882057906292,115.91519207551941
2020-02-13,120.28903440888173,116.12354632363571
2020-02-14,120.54739162262553,116.30670870923691
2020-02-18,120.53695639374261,116.443865730697
2020-02-19,120.56296437763955,116.58275538887662
2020-02-20,120.58424363719158,116.71709128777167
2020-02-21,120.67801724390603,116.86079316273394
2020-02-24,120.17110490676828,116.89453762919014
2020-02-25,118.63999492371948,116.72586426429865
2020-02-26,116.5363594275567,116.40927854070931
2020-02-27,113.41338509715577,115.85028582168118
2020-02-28,110.52004235221835,115.24863710621622
2020-03-02,108.38912611577098,114.70933762902085
2020-03-03,106.01110274173874,114.07329369228553
2020-03-04,104.01999270843964,113.44990693380383
2020-03-05,101.09817529749465,112.6138443113264
2020-03-06,98.7439618844736,111.81175110524615
2020-03-09,94.8686961427831,110.68448058721106
2020-03-10,92.63802383939,109.7636778949786
2020-03-11,88.56020115667775,108.46683596676529
2020-03-12,83.21652788618094,106.85054620290234
2020-03-13,79.96261366957062,105.4888889403424
2020-03-16,74.3712291995528,103.64367943687125
2020-03-17,68.4728239460297,101.62028012107795
2020-03-18,62.234128655371954,99.4084676530889
2020-03-19,58.63155947602166,97.53999324377271
2020-03-20,55.0621850258359,95.62064920299328
2020-03-23,52.51087843555607,93.83079181205241
2020-03-24,52.7616276999365,92.52125763426866
2020-03-25,53.795877347755216,91.40416724504476
2020-03-26,55.02571807967081,90.392883118102
2020-03-27,54.959223855623776,89.22131317480068
2020-03-30,55.30300105898692,88.15995859445053
2020-03-31,55.149727972711595,87.05504188920536
2020-04-01,53.48977751544833,85.70963069473186
2020-04-02,51.820727307783365,84.35226579894692
2020-04-03,50.66786771404753,83.07776526594002
2020-04-06,50.98280113438051,82.07193694659375
2020-04-07,52.43320076166999,81.31416849209796
2020-04-08,54.45807329497075,80.73239246595784
2020-04-09,56.25478657550163,80.19493685520153
2020-04-13,57.09755254171014,79.56198808583913
2020-04-14,57.83436144792263,78.95831639534863
2020-04-15,58.00811407839622,78.29706015010859
2020-04-16,58.00300234454896,77.63092701542426
2020-04-17,58.97518345901662,77.16269985013562
2020-04-20,59.486968451109476,76.65867693424681
2020-04-21,60.18388322269397,76.22134325426575
2020-04-22,61.659541373432845,75.96162718205237
2020-04-23,62.60689798673269,75.66354113498777
2020-04-24,63.736552842749326,75.43916272711355
2020-04-27,65.31172533059106,75.33951809756488
2020-04-28,67.03686673443956,75.32182907966957
2020-04-29,69.06834534353648,75.4165231781877
2020-04-30,69.92682817480754,75.36319457941195
2020-05-01,69.91285913831909,75.18243405136963
2020-05-04,70.0414307034578,75.03284613973725
2020-05-05,69.85026109624175,74.8347199667547
2020-05-06,69.55203163955646,74.61751600340119
2020-05-07,69.72984384678199,74.48349904523384
2020-05-08,70.63714518749492,74.49125321492136
2020-05-11,71.23584611798235,74.47285148017559
2020-05-12,71.06932858649905,74.33669240524604
2020-05-13,70.12581379866613,74.05942371174348
2020-05-14,69.49566650111035,73.8168197756899
2020-05-15,69.51645452097239,73.67889127846568
2020-05-18,70.59528041683961,73.73696031681901
2020-05-19,71.54522937647317,73.80525668986836
2020-05-20,72.77700579799155,73.95328105068658
2020-05-21,73.58482314757546,74.06038663003139
2020-05-22,73.95667298500138,74.1118492734211
2020-05-26,74.77727811876532,74.25473950120085
2020-05-27,76.01049983509776,74.49425615882028
2020-05-28,76.64495441053452,74.65837890771142
2020-05-29,76.68405371959216,74.73056322583076
2020-06-01,76.9796798721379,74.8479217285443
2020-06-02,77.187011303855,74.955203073398
2020-06-03,78.7766456677315,75.31503249083333
2020-06-04,80.09725571278528,75.6666707998397
2020-06-05,81.0959358264408,75.9920257355135
2020-06-08,81.75849256050056,76.27884449381696
2020-06-09,81.60058471125471,76.43002990023767
2020-06-10,80.90411415340229,76.47396323606812
2020-06-11,79.45427527190655,76.35776773013723
2020-06-12,78.81531657545196,76.34407050755588
2020-06-15,78.39434992536978,76.3491829499311
2020-06-16,78.08810431793393,76.36101298712919
2020-06-17,77.37935852220161,76.28983231349892
2020-06-18,76.78856556424095,76.21901804923397
2020-06-19,75.60337121493649,76.02396816706452
2020-06-22,74.83003071660642,75.87072325909917
2020-06-23,74.92457030888181,75.85365031532939
2020-06-24,74.1764661724658,75.68828465117411
2020-06-25,74.2516534752703,75.65227519827957
2020-06-26,74.01498865217428,75.56367591139309
2020-06-29,74.49044476149132,75.5986372668693
2020-06-30,74.72309055814134,75.60425560707247
2020-07-01,74.97525602217955,75.62083741045868
2020-07-02,74.93975470529179,75.59326893074845
2020-07-06,74.94888982501502,75.57348955150323
2020-07-07,74.44727393708614,75.46255554789349
2020-07-08,74.20595190244902,75.3857505380144
2020-07-09,73.6848690725293,75.25310285932181
2020-07-10,73.3948922116859,75.14939444878308
2020-07-13,73.30491208699371,75.07564386114687
2020-07-14,73.23674630848136,75.00529489209865
2020-07-15,74.30642929722693,75.140203346344
2020-07-16,74.73980623253226,75.19101643142801
2020-07-17,75.24347821502283,75.26704874961825
2020-07-20,75.07011870602365,75.23501439440216
2020-07-21,75.14827894129208,75.24370244704471
2020-07-22,75.55586447735686,75.31407283860548
2020-07-23,75.66752514855476,75.34213596419039
2020-07-24,76.20797501057179,75.45026263387754
2020-07-27,76.23743459893728,75.48041804740883
2020-07-28,76.1651730969288,75.49220749955578
2020-07-29,76.65150459528549,75.60197106802578
2020-07-30,76.9966861328259,75.69862785437765
2020-07-31,76.7972889315628,75.7052302698367
2020-08-03,76.3777814646913,75.66538658439188
2020-08-04,76.3963672632808,75.69209533103259
2020-08-05,76.27884594268428,75.69399384476922
2020-08-06,76.31723720106342,75.72009233719545
2020-08-07,76.81592090243257,75.82959742642163
2020-08-10,77.67302597095335,76.01649583143393
2020-08-11,78.848839319807,76.28284021039178
2020-08-12,79.89450462059138,76.55553392395667
2020-08-13,80.74095888080345,76.8176476658518
2020-08-14,81.34623902880722,77.05542969958859
2020-08-17,81.81055948282025,77.27984189061449
2020-08-18,81.99591263704468,77.4618143476781
2020-08-19,81.60938356605146,77.54077134436348
2020-08-20,81.48222358351653,77.6512379777322
2020-08-21,81.70545549278127,77.81709899762532
2020-08-24,81.91900854016976,77.98309566174967
2020-08-25,82.04464346202099,78.13479746334318
2020-08-26,82.1692543520051,78.28545995165761
2020-08-27,82.82211758550062,78.53052690852886
2020-08-28,84.10173268092805,78.90198506268698
2020-08-31,84.56869004238573,79.15667401699052
2020-09-01,85.03620083279714,79.41842238986455
2020-09-02,85.99507296476015,79.77552321506877
2020-09-03,86.55960487555305,80.08124371536557
2020-09-04,87.05422194896101,80.38284224205184
2020-09-08,87.42981845761938,80.6693065208889
2020-09-09,87.63894270733488,80.92867358023858
2020-09-10,88.05913438749982,81.22445467427148
2020-09-11,87.8302014173649,81.4072595391071
2020-09-14,88.51743763427157,81.74177563980365
2020-09-15,89.40153938320728,82.12335667631558
2020-09-16,90.05035062638834,82.47898436629549
2020-09-17,90.33574192096901,82.77868988696062
2020-09-18,90.26924361182976,83.01447058642759
2020-09-21,89.81665364227833,83.1707174124233
2020-09-22,89.84635359039746,83.39397268929248
2020-09-23,89.87428930123427,83.61056374865994
2020-09-24,91.22623625711782,84.05972551292007
2020-09-25,92.30692024108646,84.48957051803565
2020-09-28,93.81111689380793,85.01712564305267
2020-09-29,95.08182346798063,85.53459703350201
2020-09-30,96.11058244903315,86.03313476564193
2020-10-01,97.70502150437584,86.65106468327393
2020-10-02,98.88774470075708,87.22676745052635
2020-10-05,99.764518225069,87.76720127459016
2020-10-06,100.03460582051099,88.20926024919376
2020-10-07,100.29376823214037,88.64371070280946
2020-10-08,100.85490078146356,89.12686763889498
2020-10-09,101.06128206915554,89.54860961348103
2020-10-12,100.8992304509355,89.89685186120117
2020-10-13,100.51027984826186,90.18744695218572
2020-10-14,100.27750230438399,90.48392421135777
2020-10-15,100.25068320420834,90.8001889012614
2020-10-16,100.0123776109716,91.06706803372515
2020-10-19,99.39376361085887,91.24880352804077
2020-10-20,99.20216956122827,91.48130165295387
2020-10-21,98.92723008489699,91.684865613231
2020-10-22,99.08955183215649,91.95159132082422
2020-10-23,99.16963309527291,92.20006369651185
2020-10-26,98.48424553720128,92.30497969091732
2020-10-27,98.00347295550841,92.42088187606399
2020-10-28,96.58284195294438,92.34773828804242
2020-10-29,95.84232562263276,92.35305841421253
2020-10-30,95.12917517650777,92.33885971764639
2020-11-02,94.53114266039556,92.32250354126094
2020-11-03,94.27093462652748,92.34799517840389
2020-11-04,94.69258221041167,92.48707718363296
2020-11-05,95.93393028907616,92.78323847738488
2020-11-06,97.0586707358954,93.0893618960471
2020-11-09,101.3298220660522,93.98971078639826
2020-11-10,103.51530868570109,94.62447431714327
2020-11-11,104.163434712129,95.03285226841905
2020-11-12,104.55371886603169,95.40259473694937
2020-11-13,105.10576931546058,95.80218167468514
2020-11-16,106.01017522738677,96.27030692571365
2020-11-17,106.46832496409769,96.6722640356672
2020-11-18,107.13953927282708,97.11448500702596
2020-11-19,107.62325995990538,97.53040363144339
2020-11-20,107.77357577596662,97.88842308445318
2020-11-23,108.10201687689171,98.27175353516142
2020-11-24,109.07619546008824,98.76972879907326
2020-11-25,109.34961480026395,99.15695086569559
2020-11-27,109.45877519080545,99.51082122905777
2020-11-30,109.18990758464693,99.78849933161106
2020-12-01,109.42992477584393,100.14002401372973
2020-12-02,109.46630158994829,100.45117067732606
2020-12-03,110.07061055823539,100.85572248841463
2020-12-04,110.934135855797,101.31356764272314
"
3273,US,technical,"For Albemarle Corporation, how many times did the 5-day and 10-day Exponential Moving Average lines produce a golden cross between October 06, 2023 and May 24, 2024? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2023-08-10,191.6699981689453
2023-08-11,187.4900054931641
2023-08-14,185.5399932861328
2023-08-15,184.0399932861328
2023-08-16,181.52999877929688
2023-08-17,182.67999267578125
2023-08-18,183.38999938964844
2023-08-21,188.07000732421875
2023-08-22,188.16000366210935
2023-08-23,191.77999877929688
2023-08-24,190.7400054931641
2023-08-25,189.7400054931641
2023-08-28,189.63999938964844
2023-08-29,197.75
2023-08-30,198.58999633789065
2023-08-31,198.7100067138672
2023-09-01,200.25999450683597
2023-09-05,200.8000030517578
2023-09-06,189.8300018310547
2023-09-07,187.57000732421875
2023-09-08,184.42999267578125
2023-09-11,186.32000732421875
2023-09-12,184.3500061035156
2023-09-13,184.5800018310547
2023-09-14,184.97000122070312
2023-09-15,183.83999633789065
2023-09-18,181.6199951171875
2023-09-19,179.99000549316406
2023-09-20,174.44000244140625
2023-09-21,168.94000244140625
2023-09-22,168.2100067138672
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2023-09-29,170.0399932861328
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2023-10-10,162.0800018310547
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2023-10-12,170.8000030517578
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2024-05-24,127.58999633789062
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2023-09-19,182.6839031941088,185.068922695815
2023-09-20,179.9359362765413,183.13639174046793
2023-09-21,176.27062499816296,180.55523004972943
2023-09-22,173.58375223673104,178.31064398866357
2023-09-25,171.35250128770352,176.23416315247897
2023-09-26,168.7849988239638,173.94613237866176
2023-09-27,166.7333341769134,171.8886546521437
2023-09-28,168.62222075010374,171.98162542384202
2023-09-29,169.09481159544677,171.62860139880397
2023-10-02,166.86654228433432,169.95249271940494
2023-10-03,163.50102961370987,167.5556766381424
2023-10-04,161.80068437463473,165.89100704875
2023-10-05,159.5437891761888,163.91627827248578
2023-10-06,159.64252489675607,163.17513610255938
2023-10-09,158.3450165978374,161.82511135663947
2023-10-10,159.5900116755765,161.87145507926041
2023-10-11,161.32667546763696,162.4039183469872
2023-10-12,164.4844513290106,163.93047920240002
2023-10-13,164.11630251361123,163.830392962475
2023-10-16,165.32086691825384,164.5394116470321
2023-10-17,166.70724318801558,165.4376996616697
2023-10-18,162.10149525522655,163.15629961221128
2023-10-19,156.25432935634896,159.7751537842808
2023-10-20,150.39621712949307,155.93966994637177
2023-10-23,145.690811012761,152.36518427963085
2023-10-24,143.5405425062287,149.9787881366369
2023-10-25,140.8003641122254,147.31355526165177
2023-10-26,138.936911646106,145.11291007114548
2023-10-27,137.4379419112061,143.17238141119287
2023-10-30,134.09529582817387,140.30649454772313
2023-10-31,131.65686347854822,137.84713168073654
2023-11-01,128.75790868052303,135.14038029959764
2023-11-02,127.37860670254271,133.2275843808675
2023-11-03,127.57907225400635,132.27347874015226
2023-11-06,124.87271453082846,129.94375516639232
2023-11-07,123.9518098906695,128.51943615620308
2023-11-08,122.30454063918984,126.7904481525717
2023-11-09,119.73635991750027,124.57400275648976
2023-11-10,118.81757439731138,123.19327559293409
2023-11-13,117.27505041200966,121.55631683811083
2023-11-14,119.95670017294785,122.24062281205872
2023-11-15,122.54446718886628,123.23687343181224
2023-11-16,122.56297761728456,123.1210779849593
2023-11-17,124.1719848747392,123.89724551308458
2023-11-20,126.23465678661,125.07229189440585
2023-11-21,126.199770275546,125.26460195968077
2023-11-22,126.3298456296609,125.50558275571893
2023-11-24,127.17656212550311,126.11729409416776
2023-11-27,125.04437434343437,125.14687676419123
2023-11-28,124.6662507829927,124.9219907456309
2023-11-29,124.2374996064678,124.64162829250127
2023-11-30,123.24833195200067,124.02860435624038
2023-12-01,124.21888918870357,124.41613150276201
2023-12-04,122.80592724478026,123.60956274897502
2023-12-05,119.623952208597,121.72782445574873
2023-12-06,119.18263582298394,121.10458420047765
2023-12-07,121.238423373363,121.87647770477645
2023-12-08,123.48894820349851,122.98802682459336
2023-12-11,124.5059657741748,123.63384029567227
2023-12-12,125.65064466325194,124.41677886762389
2023-12-13,130.45376229503256,127.26100044780021
2023-12-14,135.59917465990452,130.64809116449987
2023-12-15,139.41944895946762,133.63207414524422
2023-12-18,141.58296719368155,135.8644249664924
2023-12-19,144.0319756877148,138.23998273181763
2023-12-20,143.53131671824218,139.01998564954113
2023-12-21,144.17087679490885,140.1890786129413
2023-12-22,146.14391664256945,141.989245472023
2023-12-26,148.22594422492912,143.88029163886395
2023-12-27,148.59063192469233,144.869330854383
2023-12-28,148.87041884172197,145.69854209463722
2023-12-29,147.4069444703277,145.47698820971027
2024-01-02,147.2346294434346,145.7338993333354
2024-01-03,144.88308385421684,144.724098122871
2024-01-04,141.89872012807166,143.12516985976376
2024-01-05,139.87581402906602,141.79877567272575
2024-01-08,138.77720996306226,140.84990770151282
2024-01-09,137.07480603168995,139.54446960468235
2024-01-10,135.69653816826207,138.34365739317758
2024-01-11,133.3476900776695,136.58117312105153
2024-01-12,130.91512773569895,134.66641492663447
2024-01-16,129.26008413988004,133.08161165783588
2024-01-17,126.40672174266743,130.8304089833643
2024-01-18,123.60114711636814,128.4957887798016
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2024-01-22,120.76828699692318,125.09916398120205
2024-01-23,121.37552344391233,124.64295168241816
2024-01-24,121.4803497764103,124.10605182041598
2024-01-25,120.47023216702095,123.07767820729347
2024-01-26,120.26015355731084,122.48900877649295
2024-01-29,121.24010135428797,122.61827935317461
2024-01-30,120.93006675572325,122.1985917541599
2024-01-31,118.86671045840535,120.84248377408892
2024-02-01,118.17113989870253,120.10385013867217
2024-02-02,116.8640932658017,119.03951374982267
2024-02-05,114.15272996284568,117.16505731475192
2024-02-06,113.77515218958594,116.4114099199
2024-02-07,114.20010247697657,116.16388139841959
2024-02-08,114.24340226166927,115.83044874980777
2024-02-09,114.7556011008785,115.82127602789669
2024-02-12,116.53373284654921,116.59740699335013
2024-02-13,115.0891542137802,115.7978778942396
2024-02-14,114.85610260573628,115.54189998431394
2024-02-15,115.73740173715754,115.89791816898412
2024-02-16,118.0215999374019,117.11465965423984
2024-02-20,116.9543998565427,116.69744875252792
2024-02-21,117.48626758828107,117.03427680693335
2024-02-22,117.71751182724599,117.24259017025015
2024-02-23,118.69500839345697,117.8621195076372
2024-02-26,119.6366711433268,118.52718807771524
2024-02-27,122.62111287484808,120.3567895795653
2024-02-28,125.76740776942998,122.48464557575228
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2024-03-04,133.81997323756406,129.32517466507556
2024-03-05,125.67998266700235,125.70241591249435
2024-03-06,123.64998722396511,124.59106689893002
2024-03-07,123.31999270334654,124.23996449223536
2024-03-08,121.65666241258259,123.16542582656614
2024-03-11,122.68777494172173,123.45353022173593
2024-03-12,123.1018500628731,123.54016114599771
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2024-03-14,122.62860002794362,123.21118227997994
2024-03-15,122.4657331485119,123.01642175446511
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2024-04-22,114.12896182830902,117.40670360960294
2024-04-23,114.15597424703024,116.8254846050338
2024-04-24,114.52731504570897,116.54266861194881
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2024-05-01,119.2250784290919,118.57437387025455
2024-05-02,121.25005330331388,119.79721553961876
2024-05-03,123.53337090338113,121.30681382396364
2024-05-06,125.94891352868638,123.02921108856967
2024-05-07,127.8159433697102,124.57844599096751
2024-05-08,128.69729781776255,125.64782066785835
2024-05-09,130.31486622909432,127.0845811012946
2024-05-10,130.0832425251254,127.54556546782058
2024-05-13,130.5588265190289,128.26637074764156
2024-05-14,132.19255325064168,129.5743045596826
2024-05-15,130.6517020653692,129.2098854933447
2024-05-16,130.16446885738156,129.20627039299225
2024-05-17,130.4829776106502,129.55422034284592
2024-05-20,130.3719830392616,129.66254280714384
2024-05-21,129.12798848939056,129.1129894585083
2024-05-22,128.24532677857158,128.63426471276745
2024-05-23,126.48021683512846,127.60076148285377
2024-05-24,126.85014333604919,127.59880418376956
"
3274,US,technical,"From July 07, 2021 to October 25, 2021, count the number of death cross occurrences between the 20-day and 5-day Exponential Moving Average lines for Dow Inc.. (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close
2021-03-12,64.33999633789062
2021-03-15,62.900001525878906
2021-03-16,63.18000030517578
2021-03-17,66.01000213623047
2021-03-18,64.72000122070312
2021-03-19,63.90999984741211
2021-03-22,63.5099983215332
2021-03-23,60.75
2021-03-24,62.040000915527344
2021-03-25,63.2400016784668
2021-03-26,63.9900016784668
2021-03-29,63.900001525878906
2021-03-30,64.61000061035156
2021-03-31,63.93999862670898
2021-04-01,64.5999984741211
2021-04-05,64.58999633789062
2021-04-06,64.5999984741211
2021-04-07,63.9900016784668
2021-04-08,63.18999862670898
2021-04-09,63.13999938964844
2021-04-12,63.790000915527344
2021-04-13,63.310001373291016
2021-04-14,64.23999786376953
2021-04-15,64.56999969482422
2021-04-16,64.68000030517578
2021-04-19,64.55000305175781
2021-04-20,62.47999954223633
2021-04-21,64.81999969482422
2021-04-22,60.93000030517578
2021-04-23,62.11000061035156
2021-04-26,62.20000076293945
2021-04-27,62.650001525878906
2021-04-28,63.310001373291016
2021-04-29,64.05999755859375
2021-04-30,62.5
2021-05-03,64.55000305175781
2021-05-04,66.22000122070312
2021-05-05,68.06999969482422
2021-05-06,69.04000091552734
2021-05-07,69.04000091552734
2021-05-10,68.7300033569336
2021-05-11,68.56999969482422
2021-05-12,67.5999984741211
2021-05-13,68.08000183105469
2021-05-14,69.83000183105469
2021-05-17,70.91000366210938
2021-05-18,69.52999877929688
2021-05-19,68.55000305175781
2021-05-20,68.26000213623047
2021-05-21,68.83000183105469
2021-05-24,69.55000305175781
2021-05-25,69.04000091552734
2021-05-26,69.56999969482422
2021-05-27,68.66000366210938
2021-05-28,68.41999816894531
2021-06-01,70.41000366210938
2021-06-02,68.94999694824219
2021-06-03,70.61000061035156
2021-06-04,70.37000274658203
2021-06-07,69.23999786376953
2021-06-08,69.37999725341797
2021-06-09,68.83999633789062
2021-06-10,67.98999786376953
2021-06-11,68.0
2021-06-14,66.95999908447266
2021-06-15,67.22000122070312
2021-06-16,65.58999633789062
2021-06-17,63.540000915527344
2021-06-18,61.97999954223633
2021-06-21,63.11000061035156
2021-06-22,63.5
2021-06-23,63.150001525878906
2021-06-24,63.11000061035156
2021-06-25,63.290000915527344
2021-06-28,62.900001525878906
2021-06-29,62.97999954223633
2021-06-30,63.27999877929688
2021-07-01,63.5
2021-07-02,63.5099983215332
2021-07-06,61.93000030517578
2021-07-07,62.25
2021-07-08,61.40999984741211
2021-07-09,63.08000183105469
2021-07-12,63.220001220703125
2021-07-13,62.70000076293945
2021-07-14,62.31999969482422
2021-07-15,61.90999984741211
2021-07-16,60.0099983215332
2021-07-19,57.790000915527344
2021-07-20,58.619998931884766
2021-07-21,59.72999954223633
2021-07-22,60.47999954223633
2021-07-23,60.11000061035156
2021-07-26,62.0099983215332
2021-07-27,61.95000076293945
2021-07-28,61.869998931884766
2021-07-29,62.59999847412109
2021-07-30,62.15999984741211
2021-08-02,61.220001220703125
2021-08-03,62.22999954223633
2021-08-04,60.9900016784668
2021-08-05,61.0
2021-08-06,62.0
2021-08-09,61.81999969482422
2021-08-10,63.119998931884766
2021-08-11,64.23999786376953
2021-08-12,64.01000213623047
2021-08-13,63.68999862670898
2021-08-16,63.31999969482422
2021-08-17,62.310001373291016
2021-08-18,61.880001068115234
2021-08-19,60.54999923706055
2021-08-20,60.88999938964844
2021-08-23,62.060001373291016
2021-08-24,63.2599983215332
2021-08-25,63.869998931884766
2021-08-26,63.650001525878906
2021-08-27,65.37999725341797
2021-08-30,63.97999954223633
2021-08-31,62.900001525878906
2021-09-01,62.540000915527344
2021-09-02,62.619998931884766
2021-09-03,62.119998931884766
2021-09-07,61.869998931884766
2021-09-08,60.68999862670898
2021-09-09,60.27999877929688
2021-09-10,60.40999984741211
2021-09-13,60.720001220703125
2021-09-14,59.650001525878906
2021-09-15,60.20000076293945
2021-09-16,59.470001220703125
2021-09-17,57.75
2021-09-20,56.18000030517578
2021-09-21,55.52999877929688
2021-09-22,56.29999923706055
2021-09-23,57.43000030517578
2021-09-24,56.810001373291016
2021-09-27,59.68999862670898
2021-09-28,59.459999084472656
2021-09-29,58.81999969482422
2021-09-30,57.560001373291016
2021-10-01,58.58000183105469
2021-10-04,58.2400016784668
2021-10-05,59.09999847412109
2021-10-06,57.15999984741211
2021-10-07,58.5099983215332
2021-10-08,58.709999084472656
2021-10-11,58.22999954223633
2021-10-12,57.7400016784668
2021-10-13,56.90999984741211
2021-10-14,58.7400016784668
2021-10-15,58.959999084472656
2021-10-18,58.95000076293945
2021-10-19,59.18999862670898
2021-10-20,59.88999938964844
2021-10-21,59.2599983215332
2021-10-22,58.400001525878906
2021-10-25,58.709999084472656
","date,20-day,5-day
2021-04-09,63.85965318567718,63.64501100570462
2021-04-12,63.8530196361391,63.693340975645526
2021-04-13,63.80130361110595,63.56556110819403
2021-04-14,63.84308401612153,63.790373360052534
2021-04-15,63.91231408075988,64.05024880497643
2021-04-16,63.98542705451378,64.26016597170955
2021-04-19,64.03919619710845,64.35677833172565
2021-04-20,63.890701277596825,63.73118540189588
2021-04-21,63.979205888761335,64.09412349953865
2021-04-22,63.68880535699128,63.03941576808437
2021-04-23,63.53844300016845,62.729610715506766
2021-04-26,63.41097231090855,62.553074064651
2021-04-27,63.338498902810485,62.58538321839364
2021-04-28,63.33578485238006,62.826922603359435
2021-04-29,63.40475749106708,63.23794758843754
2021-04-30,63.31859011096545,62.99196505895837
2021-05-03,63.43586753389806,63.511311056558185
2021-05-04,63.70102312311759,64.41420777793984
2021-05-05,64.1171161299468,65.63280508356797
2021-05-06,64.58596230000208,66.76853702755443
2021-05-07,65.01015645386163,67.52569165687873
2021-05-10,65.36442758748753,67.92712889023036
2021-05-11,65.66972016913864,68.14141915842832
2021-05-12,65.85355619818459,67.96094559699259
2021-05-13,66.06559863941031,68.00063100834663
2021-05-14,66.42411322909074,68.61042128258265
2021-05-17,66.85134088937822,69.3769487424249
2021-05-18,67.10645116460857,69.42796542138223
2021-05-19,67.24393229671801,69.13531129817409
2021-05-20,67.34070085286206,68.84354157752622
2021-05-21,67.48253904126136,68.83902832870238
2021-05-24,67.67944037559437,69.0760199030542
2021-05-25,67.8090175698737,69.06401357387858
2021-05-26,67.97673015320233,69.2326756141938
2021-05-27,68.04180382071729,69.041784963499
2021-05-28,68.07782233007234,68.83452269864777
2021-06-01,68.29993483788539,69.35968301980165
2021-06-02,68.36184551506223,69.2231209959485
2021-06-03,68.57595552413741,69.68541420074953
2021-06-04,68.74681716437024,69.9136103826937
2021-06-07,68.79378675478922,69.68907287638565
2021-06-08,68.8496163260872,69.58604766872976
2021-06-09,68.84870013673515,69.33736389178338
2021-06-10,68.76691896788128,68.88824188244544
2021-06-11,68.6938790661783,68.59216125496363
2021-06-14,68.52874763934919,68.04810719813331
2021-06-15,68.40410512328766,67.77207187232325
2021-06-16,68.13609476277367,67.04471336084572
2021-06-17,67.6983715392264,65.87647587907293
2021-06-18,67.15376468237021,64.57765043346073
2021-06-21,66.76864429455891,64.08843382575768
2021-06-22,66.45734483793426,63.892289217171786
2021-06-23,66.14235976059565,63.644859986740826
2021-06-24,65.8535636510486,63.46657352794441
2021-06-25,65.6094148190942,63.407715990472056
2021-06-28,65.3513754578356,63.238477835607675
2021-06-29,65.12553013254043,63.15231840448389
2021-06-30,64.94976524175533,63.19487852942156
2021-07-01,64.81169236158816,63.29658568628104
2021-07-02,64.68772150063054,63.367723231365105
2021-07-06,64.42508138677772,62.88848225596867
2021-07-07,64.21793077851318,62.67565483731245
2021-07-08,63.95050878507498,62.253769840679006
2021-07-09,63.867603360882576,62.52918050413757
2021-07-12,63.80592696657977,62.759454076326094
2021-07-13,63.700600661471164,62.739636305197216
2021-07-14,63.56911485512384,62.59975743507289
2021-07-15,63.411103902008435,62.36983823918597
2021-07-16,63.087189084820324,61.583224933301715
2021-07-19,62.582694973459084,60.31881692737693
2021-07-20,62.205295350452005,59.75254426221288
2021-07-21,61.9695528925267,59.74502935555403
2021-07-22,61.82769066868953,59.99001941778147
2021-07-23,61.66410113932401,60.03001314863817
2021-07-26,61.69704372810584,60.69000820626985
2021-07-27,61.72113487428047,61.11000572515972
2021-07-28,61.73531240357612,61.363336794068076
2021-07-29,61.81766345791374,61.77555735408575
2021-07-30,61.85026692358025,61.90370485186121
2021-08-02,61.790241618544336,61.675803641475184
2021-08-03,61.83212332556262,61.860535608395566
2021-08-04,61.75192126393445,61.57035763175264
2021-08-05,61.68030971498831,61.38023842116843
2021-08-06,61.71075640879895,61.586825614112286
2021-08-09,61.72116053127755,61.66455030768294
2021-08-10,61.854383236097284,62.14969984908355
2021-08-11,62.081584629208926,62.84646585397888
2021-08-12,62.26524343940145,63.234311281396074
2021-08-13,62.400934409621215,63.38620706316705
2021-08-16,62.4884644367834,63.36413794038611
2021-08-17,62.471467954546036,63.01275908468775
2021-08-18,62.41513777488596,62.635173079163586
2021-08-19,62.2375055331883,61.940115131795906
2021-08-20,62.10917161475593,61.59007655108009
2021-08-23,62.10448873461642,61.74671815848373
2021-08-24,62.21453726670373,62.251144879500224
2021-08-25,62.37220028243526,62.79076289696174
2021-08-26,62.4938956389537,63.07717577326746
2021-08-27,62.76876245937888,63.84478293331763
2021-08-30,62.88411837203196,63.889855136290535
2021-08-31,62.88563105335072,63.55990393282
2021-09-01,62.85271389736754,63.21993626038912
2021-09-02,62.83055056732156,63.01995715088767
2021-09-03,62.762878982994245,62.71997107788671
2021-09-07,62.677842787650484,62.4366470292194
2021-09-08,62.48852429613225,61.85443089504926
2021-09-09,62.278188532624114,61.329620189798476
2021-09-10,62.10026580069916,61.0230800756697
2021-09-13,61.96881203117573,60.92205379068084
2021-09-14,61.747972935433175,60.4980363690802
2021-09-15,61.6005470142433,60.39869116703329
2021-09-16,61.397637891048994,60.08912785158991
2021-09-17,61.05024380618718,59.30941856772661
2021-09-20,60.58641109180515,58.26627914687634
2021-09-21,60.10484801442341,57.354185691016525
2021-09-22,59.74248146419838,57.00279020636454
2021-09-23,59.52224516333908,57.14519357263496
2021-09-24,59.26393623095355,57.03346283952031
2021-09-27,59.304513601977874,57.918974768583205
2021-09-28,59.319321743167855,58.43264954054636
2021-09-29,59.271767262373224,58.56176625863898
2021-09-30,59.10874193960349,58.227844630189665
2021-10-01,59.05838573878932,58.34523036381134
2021-10-04,58.98044439971098,58.31015413536316
2021-10-05,58.991830502035754,58.57343558161581
2021-10-06,58.81737043969064,58.102290336881246
2021-10-07,58.78809690462803,58.2381929984319
2021-10-08,58.780659016994186,58.39546169377882
2021-10-11,58.72821525749344,58.34030764326466
2021-10-12,58.63409967853852,58.14020565499871
2021-10-13,58.469899694621716,57.73013705246984
2021-10-14,58.495623693083154,58.06675859446883
2021-10-15,58.539849920834534,58.36450542447011
2021-10-18,58.57891190579691,58.55967053729323
2021-10-19,58.637110641121865,58.769779900431814
2021-10-20,58.75643337907678,59.14318639683736
2021-10-21,58.80439194502501,59.18212370506931
2021-10-22,58.765878571773,58.921416312005846
2021-10-25,58.760556715839634,58.85094390282812
"
3275,US,technical,"From April 28, 2022 to June 04, 2022, how many times did a golden cross occur between the 5-day and 10-day Double Exponential Moving Average lines for D. R. Horton? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2022-02-15,84.80999755859375
2022-02-16,85.30000305175781
2022-02-17,82.75
2022-02-18,83.44000244140625
2022-02-22,80.4000015258789
2022-02-23,78.1500015258789
2022-02-24,82.30999755859375
2022-02-25,86.0199966430664
2022-02-28,85.4000015258789
2022-03-01,85.83000183105469
2022-03-02,87.58000183105469
2022-03-03,86.51000213623047
2022-03-04,85.4000015258789
2022-03-07,80.08999633789062
2022-03-08,80.36000061035156
2022-03-09,82.6500015258789
2022-03-10,82.4000015258789
2022-03-11,80.95999908447266
2022-03-14,77.37999725341797
2022-03-15,80.41000366210938
2022-03-16,81.73999786376953
2022-03-17,83.19999694824219
2022-03-18,85.73999786376953
2022-03-21,82.91999816894531
2022-03-22,82.79000091552734
2022-03-23,78.54000091552734
2022-03-24,78.83000183105469
2022-03-25,77.76000213623047
2022-03-28,78.2699966430664
2022-03-29,80.80999755859375
2022-03-30,78.88999938964844
2022-03-31,74.51000213623047
2022-04-01,76.18000030517578
2022-04-04,76.66000366210938
2022-04-05,74.05000305175781
2022-04-06,71.12999725341797
2022-04-07,70.38999938964844
2022-04-08,70.83000183105469
2022-04-11,72.16999816894531
2022-04-12,71.66000366210938
2022-04-13,74.0999984741211
2022-04-14,72.51000213623047
2022-04-18,71.3499984741211
2022-04-19,74.12000274658203
2022-04-20,74.58999633789062
2022-04-21,73.26000213623047
2022-04-22,71.3499984741211
2022-04-25,74.19000244140625
2022-04-26,72.20999908447266
2022-04-27,70.08999633789062
2022-04-28,72.86000061035156
2022-04-29,69.58999633789062
2022-05-02,70.76000213623047
2022-05-03,71.72000122070312
2022-05-04,75.56999969482422
2022-05-05,71.1500015258789
2022-05-06,70.0199966430664
2022-05-09,69.93000030517578
2022-05-10,68.20999908447266
2022-05-11,64.86000061035156
2022-05-12,67.55999755859375
2022-05-13,68.52999877929688
2022-05-16,68.37000274658203
2022-05-17,70.45999908447266
2022-05-18,65.70999908447266
2022-05-19,66.5199966430664
2022-05-20,68.75
2022-05-23,67.44000244140625
2022-05-24,65.62999725341797
2022-05-25,69.0
2022-05-26,72.86000061035156
2022-05-27,74.77999877929688
2022-05-31,75.1500015258789
2022-06-01,75.06999969482422
2022-06-02,76.27999877929688
2022-06-03,76.0
","date,5-day,10-day
2022-03-14,78.92477503582174,80.22126187270352
2022-03-15,79.40300695113599,80.05234656382625
2022-03-16,80.4663286600839,80.39076190630956
2022-03-17,81.8915454891773,81.14455157531694
2022-03-18,84.08147030618566,82.55677290839458
2022-03-21,83.67238456746301,82.67514348697159
2022-03-22,83.33474949851879,82.71950336677254
2022-03-23,80.76305073643341,81.34657064329234
2022-03-24,79.5341795929211,80.43058888385546
2022-03-25,78.3153283918059,79.41078013576818
2022-03-28,77.99524411115519,78.84212029841463
2022-03-29,79.29462410970464,79.28220372960521
2022-03-30,78.97383550952246,78.99260047741167
2022-03-31,76.3886158664455,77.34740908968067
2022-04-01,75.95867126002369,76.70434955693521
2022-04-04,76.05884541603844,76.4152166240255
2022-04-05,74.72016228474646,75.36694684032788
2022-04-06,72.42850442365136,73.65638601745695
2022-04-07,70.85460131993342,72.18315546985794
2022-04-08,70.34791219347505,71.28312075068347
2022-04-11,70.92072495138606,71.108613028237
2022-04-12,71.03078625305535,70.85828769576787
2022-04-13,72.50516810592089,71.52382740168385
2022-04-14,72.45432100483303,71.52889803766169
2022-04-18,71.79346260666625,71.18125333868736
2022-04-19,72.98936523300986,71.86981475044978
2022-04-20,73.90761145250872,72.5605087173062
2022-04-21,73.65265575862833,72.65029709525086
2022-04-22,72.43460079102096,72.09915273403647
2022-04-25,73.35051164092056,72.64428371249414
2022-04-26,72.75085802041124,72.4057576785551
2022-04-27,71.2464705592017,71.53878451335946
2022-04-28,71.9882480365523,71.82622411514224
2022-04-29,70.59811927220751,70.97182364263648
2022-05-02,70.51827382776344,70.74096814215422
2022-05-03,71.04297848921387,70.90441280179179
2022-05-04,73.49029335009126,72.31351453791684
2022-05-05,72.35351278825969,71.90329350069327
2022-05-06,71.08677301895197,71.23022517650428
2022-05-09,70.35524889199979,70.70990036734159
2022-05-10,69.02732098109442,69.7672064944576
2022-05-11,66.48520699100011,67.97723151670232
2022-05-12,66.67479836879848,67.56849582336436
2022-05-13,67.39630623596562,67.61525999368392
2022-05-16,67.75405555245734,67.62391298235949
2022-05-17,69.14260290240676,68.34527748364243
2022-05-18,67.26722352261383,67.32783459940474
2022-05-19,66.71069528213116,66.86102209246896
2022-05-20,67.68105141365031,67.2744453934436
2022-05-23,67.50331644914559,67.16692145510825
2022-05-24,66.41172980406785,66.50562126850079
2022-05-25,67.71194475984,67.14803696013504
2022-05-26,70.57738010595183,68.91533900638214
2022-05-27,73.17119707634889,70.86352114621441
2022-05-31,74.70831744495405,72.41946142490883
2022-06-01,75.3961126005176,73.52486018305709
2022-06-02,76.33778628262027,74.71591655360243
2022-06-03,76.5943322080206,75.47237889860304
"
3276,US,technical,"How many death cross occurred between the 5-day and 60-day Double Exponential Moving Average lines for GE Aerospace from June 11, 2022 to May 21, 2023? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2021-04-06,66.78740692138672
2021-04-07,66.73756408691406
2021-04-08,67.03661346435547
2021-04-09,67.78423309326172
2021-04-12,67.73439025878906
2021-04-13,66.98677062988281
2021-04-14,68.18296813964844
2021-04-15,67.53502655029297
2021-04-16,66.73756408691406
2021-04-19,67.08645629882812
2021-04-20,65.09280395507812
2021-04-21,66.53820037841797
2021-04-22,66.83724975585938
2021-04-23,67.53502655029297
2021-04-26,67.63471221923828
2021-04-27,67.23597717285156
2021-04-28,65.79058074951172
2021-04-29,65.84042358398438
2021-04-30,65.39185333251953
2021-05-03,67.03661346435547
2021-05-04,65.39185333251953
2021-05-05,65.84042358398438
2021-05-06,65.84042358398438
2021-05-07,66.28899383544922
2021-05-10,66.53820037841797
2021-05-11,65.24232482910156
2021-05-12,63.896610260009766
2021-05-13,64.64422607421875
2021-05-14,66.08963012695312
2021-05-17,65.54137420654297
2021-05-18,64.64422607421875
2021-05-19,65.24232482910156
2021-05-20,65.09280395507812
2021-05-21,65.94010162353516
2021-05-24,65.6908950805664
2021-05-25,65.39185333251953
2021-05-26,66.78740692138672
2021-05-27,71.52233123779297
2021-05-28,70.07693481445312
2021-06-01,70.52550506591797
2021-06-02,70.2264633178711
2021-06-03,70.2264633178711
2021-06-04,69.57852172851562
2021-06-07,69.32931518554688
2021-06-08,69.27947235107422
2021-06-09,68.43217468261719
2021-06-10,67.93376159667969
2021-06-11,68.23280334472656
2021-06-14,67.13629913330078
2021-06-15,67.48518371582031
2021-06-16,66.98677062988281
2021-06-17,64.79375457763672
2021-06-18,63.697242736816406
2021-06-21,65.74073791503906
2021-06-22,64.94327545166016
2021-06-23,64.54454803466797
2021-06-24,65.54137420654297
2021-06-25,65.59121704101562
2021-06-28,64.24549865722656
2021-06-29,65.24232482910156
2021-06-30,67.08645629882812
2021-07-01,67.1861343383789
2021-07-02,66.58804321289062
2021-07-06,64.39501953125
2021-07-07,64.6940689086914
2021-07-08,64.14581298828125
2021-07-09,65.59121704101562
2021-07-12,65.34201049804688
2021-07-13,64.24549865722656
2021-07-14,63.84676742553711
2021-07-15,63.59756088256836
2021-07-16,62.5508918762207
2021-07-19,59.80961990356445
2021-07-20,63.29851150512695
2021-07-21,65.1924819946289
2021-07-22,63.29851150512695
2021-07-23,63.34835433959961
2021-07-26,64.39501953125
2021-07-27,65.1924819946289
2021-07-28,65.44168853759766
2021-07-29,66.23915100097656
2021-07-30,64.54454803466797
2021-08-02,62.67549514770508
2021-08-03,64.20811462402344
2021-08-04,64.11466217041016
2021-08-05,64.18319702148438
2021-08-06,65.11772155761719
2021-08-09,64.61307525634766
2021-08-10,66.08963012695312
2021-08-11,66.06470489501953
2021-08-12,66.36375427246094
2021-08-13,65.36692810058594
2021-08-16,64.3887939453125
2021-08-17,63.31097412109375
2021-08-18,63.18014144897461
2021-08-19,61.94033432006836
2021-08-20,62.33283615112305
2021-08-23,62.90601348876953
2021-08-24,64.33895111083984
2021-08-25,65.22986602783203
2021-08-26,64.40748596191406
2021-08-27,66.09585571289062
2021-08-30,65.53514099121094
2021-08-31,65.67221069335938
2021-09-01,64.58192443847656
2021-09-02,66.20177459716797
2021-09-03,65.26101684570312
2021-09-07,64.35140991210938
2021-09-08,63.9090690612793
2021-09-09,64.35140991210938
2021-09-10,63.54772186279297
2021-09-13,65.08033752441406
2021-09-14,62.53843307495117
2021-09-15,63.647403717041016
2021-09-16,63.13652801513672
2021-09-17,62.594505310058594
2021-09-20,62.18331146240234
2021-09-21,60.32049179077149
2021-09-22,61.39208221435547
2021-09-23,64.14581298828125
2021-09-24,64.66915130615234
2021-09-27,65.63482666015625
2021-09-28,65.87157440185547
2021-09-29,66.2142333984375
2021-09-30,64.1894302368164
2021-10-01,65.92764282226562
2021-10-04,65.3544692993164
2021-10-05,65.3544692993164
2021-10-06,64.99935150146484
2021-10-07,65.73451232910156
2021-10-08,65.24232482910156
2021-10-11,64.84359741210938
2021-10-12,63.99629211425781
2021-10-13,63.77200698852539
2021-10-14,64.00875091552734
2021-10-15,65.04918670654297
2021-10-18,64.86851501464844
2021-10-19,65.2485580444336
2021-10-20,66.03978729248047
2021-10-21,64.26419067382812
2021-10-22,64.82490539550781
2021-10-25,65.60367584228516
2021-10-26,66.93692779541016
2021-10-27,64.70030212402344
2021-10-28,65.5787582397461
2021-10-29,65.33577728271484
2021-11-01,66.1830825805664
2021-11-02,66.46966552734375
2021-11-03,66.0210952758789
2021-11-04,65.547607421875
2021-11-05,67.74685668945312
2021-11-08,67.5474853515625
2021-11-09,69.3355484008789
2021-11-10,67.88391876220703
2021-11-11,66.66280364990234
2021-11-12,67.03038024902344
2021-11-15,66.45720672607422
2021-11-16,64.3887939453125
2021-11-17,63.54148864746094
2021-11-18,62.71910858154297
2021-11-19,62.276763916015625
2021-11-22,62.94962310791016
2021-11-23,63.59756088256836
2021-11-24,63.69101333618164
2021-11-26,60.95597076416016
2021-11-29,61.30485916137695
2021-11-30,59.18037033081055
2021-12-01,57.94056701660156
2021-12-02,59.32989501953125
2021-12-03,57.79727554321289
2021-12-06,59.81584930419922
2021-12-07,60.77529525756836
2021-12-08,61.230098724365234
2021-12-09,60.949737548828125
2021-12-10,60.401485443115234
2021-12-13,58.02156066894531
2021-12-14,57.38608169555664
2021-12-15,57.36739349365234
2021-12-16,57.64775085449219
2021-12-17,56.974891662597656
2021-12-20,56.05905532836914
2021-12-21,57.97794723510742
2021-12-22,57.98418045043945
2021-12-23,58.56358337402344
2021-12-27,58.94985580444336
2021-12-28,59.37350845336914
2021-12-29,59.05576705932617
2021-12-30,58.999698638916016
2021-12-31,58.85640335083008
2022-01-03,59.95914459228516
2022-01-04,61.90918350219727
2022-01-05,61.90918350219727
2022-01-06,62.27053451538086
2022-01-07,63.17390823364258
2022-01-10,61.94033432006836
2022-01-11,63.41688537597656
2022-01-12,63.697242736816406
2022-01-13,63.83430862426758
2022-01-14,64.27041625976562
2022-01-18,64.10220336914062
2022-01-19,62.68795776367188
2022-01-20,61.21140670776367
2022-01-21,59.996524810791016
2022-01-24,60.376564025878906
2022-01-25,56.763065338134766
2022-01-26,55.64786529541016
2022-01-27,56.00921630859375
2022-01-28,57.37985229492188
2022-01-31,58.86263275146485
2022-02-01,61.02450180053711
2022-02-02,61.08057403564453
2022-02-03,61.2550163269043
2022-02-04,61.68489837646485
2022-02-07,62.239383697509766
2022-02-08,61.871803283691406
2022-02-09,61.83442306518555
2022-02-10,61.54783630371094
2022-02-11,60.32672119140625
2022-02-14,60.18342971801758
2022-02-15,62.87486267089844
2022-02-16,63.18014144897461
2022-02-17,61.34223937988281
2022-02-18,57.74743270874024
2022-02-22,58.65703582763672
2022-02-23,57.72251129150391
2022-02-24,57.65398025512695
2022-02-25,60.04013442993164
2022-02-28,59.50434112548828
2022-03-01,57.52314758300781
2022-03-02,58.66326522827149
2022-03-03,57.59790802001953
2022-03-04,55.53572463989258
2022-03-07,53.19318008422852
2022-03-08,54.91893768310547
2022-03-09,56.85028839111328
2022-03-10,56.90013122558594
2022-03-11,57.49199676513672
2022-03-14,57.59790802001953
2022-03-15,57.535606384277344
2022-03-16,58.999698638916016
2022-03-17,59.51679992675781
2022-03-18,59.55418014526367
2022-03-21,59.07445907592773
2022-03-22,59.124298095703125
2022-03-23,58.37667846679688
2022-03-24,58.63834762573242
2022-03-25,58.57604598999024
2022-03-28,57.31755065917969
2022-03-29,58.96854782104492
2022-03-30,58.92493438720703
2022-03-31,57.00604248046875
2022-04-01,57.62282943725586
2022-04-04,57.33000946044922
2022-04-05,56.133819580078125
2022-04-06,56.01544570922852
2022-04-07,55.73508834838867
2022-04-08,55.9095344543457
2022-04-11,55.86592102050781
2022-04-12,56.07151794433594
2022-04-13,56.53878021240234
2022-04-14,56.58861923217773
2022-04-18,56.32072448730469
2022-04-19,57.2552490234375
2022-04-20,56.94374084472656
2022-04-21,57.143104553222656
2022-04-22,55.49211120605469
2022-04-25,55.99675369262695
2022-04-26,50.208927154541016
2022-04-27,48.72615051269531
2022-04-28,48.42710113525391
2022-04-29,46.44590759277344
2022-05-02,47.06892395019531
2022-05-03,48.383487701416016
2022-05-04,50.10924530029297
2022-05-05,48.96289443969727
2022-05-06,48.73860931396485
2022-05-09,45.46154022216797
2022-05-10,45.67336654663086
2022-05-11,45.13134002685547
2022-05-12,45.6546745300293
2022-05-13,46.757415771484375
2022-05-16,46.49574661254883
2022-05-17,47.59848785400391
2022-05-18,46.850868225097656
2022-05-19,47.18729782104492
2022-05-20,46.88201904296875
2022-05-23,47.01285171508789
2022-05-24,46.42721557617188
2022-05-25,46.43344879150391
2022-05-26,47.9785270690918
2022-05-27,49.068809509277344
2022-05-31,48.7759895324707
2022-06-01,48.296268463134766
2022-06-02,48.595314025878906
2022-06-03,47.953609466552734
2022-06-06,47.97229766845703
2022-06-07,48.595314025878906
2022-06-08,48.07197952270508
2022-06-09,46.589202880859375
2022-06-10,44.37749099731445
2022-06-13,42.19070053100586
2022-06-14,42.396297454833984
2022-06-15,43.05046463012695
2022-06-16,40.6767692565918
2022-06-17,41.11911392211914
2022-06-21,40.96335983276367
2022-06-22,40.20950698852539
2022-06-23,39.916690826416016
2022-06-24,41.791969299316406
2022-06-27,41.56145477294922
2022-06-28,41.04434967041016
2022-06-29,39.6799430847168
2022-06-30,39.66748428344727
2022-07-01,39.58649063110352
2022-07-05,38.64573669433594
2022-07-06,38.35914611816406
2022-07-07,39.25006103515625
2022-07-08,39.40581512451172
2022-07-11,38.57097244262695
2022-07-12,39.26252365112305
2022-07-13,38.63327407836914
2022-07-14,38.06010055541992
2022-07-15,39.162841796875
2022-07-18,39.67371368408203
2022-07-19,41.58014678955078
2022-07-20,42.29661560058594
2022-07-21,42.44614028930664
2022-07-22,42.4835205078125
2022-07-25,42.58943176269531
2022-07-26,44.55193710327149
2022-07-27,44.59554672241211
2022-07-28,45.56745147705078
2022-07-29,46.047176361083984
2022-08-01,47.22467803955078
2022-08-02,46.32753372192383
2022-08-03,46.56428146362305
2022-08-04,45.89765167236328
2022-08-05,46.32753372192383
2022-08-08,46.83840560913086
2022-08-09,46.68265151977539
2022-08-10,48.05952072143555
2022-08-11,49.156028747558594
2022-08-12,49.79773712158203
2022-08-15,49.72297668457031
2022-08-16,50.50797653198242
2022-08-17,49.79150772094727
2022-08-18,49.34916687011719
2022-08-19,48.42087173461914
2022-08-22,46.589202880859375
2022-08-23,47.411582946777344
2022-08-24,47.8103141784668
2022-08-25,48.68253707885742
2022-08-26,46.89447784423828
2022-08-29,47.38043212890625
2022-08-30,46.80725860595703
2022-08-31,45.754356384277344
2022-09-01,45.53007125854492
2022-09-02,45.1251106262207
2022-09-06,44.9568977355957
2022-09-07,45.84157943725586
2022-09-08,45.95995330810547
2022-09-09,46.12816619873047
2022-09-12,46.925628662109375
2022-09-13,44.13451385498047
2022-09-14,43.6298713684082
2022-09-15,42.932090759277344
2022-09-16,41.36208724975586
2022-09-19,41.77328109741211
2022-09-20,41.4866943359375
2022-09-21,40.63315963745117
2022-09-22,40.72038269042969
2022-09-23,40.21573638916016
2022-09-26,40.09113311767578
2022-09-27,40.165897369384766
2022-09-28,40.15966796875
2022-09-29,39.08184814453125
2022-09-30,38.57097244262695
2022-10-03,39.623870849609375
2022-10-04,42.07855987548828
2022-10-05,42.016258239746094
2022-10-06,41.25617599487305
2022-10-07,40.22196960449219
2022-10-10,40.48363494873047
2022-10-11,39.873077392578125
2022-10-12,40.334110260009766
2022-10-13,42.32776641845703
2022-10-14,42.09724807739258
2022-10-17,42.75764846801758
2022-10-18,44.04729080200195
2022-10-19,43.94137954711914
2022-10-20,43.59249114990234
2022-10-21,45.36808776855469
2022-10-24,45.70451736450195
2022-10-25,45.48023223876953
2022-10-26,47.01285171508789
2022-10-27,47.34928131103516
2022-10-28,48.80091094970703
2022-10-31,48.4769401550293
2022-11-01,48.72615051269531
2022-11-02,48.22150421142578
2022-11-03,48.832061767578125
2022-11-04,50.50797653198242
2022-11-07,51.99698638916016
2022-11-08,52.33341598510742
2022-11-09,51.80385208129883
2022-11-10,53.19318008422852
2022-11-11,53.772586822509766
2022-11-14,53.47353744506836
2022-11-15,54.28968811035156
2022-11-16,52.89413070678711
2022-11-17,53.19940948486328
2022-11-18,53.2554817199707
2022-11-21,53.51091766357422
2022-11-22,54.38937377929688
2022-11-23,54.74449157714844
2022-11-25,54.91270446777344
2022-11-28,53.24925231933594
2022-11-29,53.36762237548828
2022-11-30,53.56076049804688
2022-12-01,53.11841583251953
2022-12-02,54.12770462036133
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2022-09-01,45.692387280588584,45.181187388378284
2022-09-02,45.22205121861597,45.14393733422326
2022-09-06,44.908790186014784,45.0982200971645
2022-09-07,45.26639817795667,45.112360547782785
2022-09-08,45.55500735365831,45.13400782355921
2022-09-09,45.82172369925594,45.16599627899214
2022-09-12,46.41734816578479,45.24839119548015
2022-09-13,45.18792642431762,45.14725120635097
2022-09-14,44.24411398342126,45.018997121873284
2022-09-15,43.36873671405984,44.85251598312776
2022-09-16,42.05893976074478,44.59344493041244
2022-09-19,41.627820751192786,44.3741315088088
2022-09-20,41.29315969570815,44.14768317637079
2022-09-21,40.69173935413694,43.877928022322116
2022-09-22,40.46638981879494,43.62770947030165
2022-09-23,40.11409684367485,43.357955318458764
2022-09-26,39.89959143118407,43.094185400845625
2022-09-27,39.867073797303355,42.8490223070714
2022-09-28,39.88236335656832,42.61638584232237
2022-09-29,39.32118154858475,42.32659515081521
2022-09-30,38.7613549768615,42.01905670587605
2022-10-03,39.07633311172645,41.79555817155452
2022-10-04,40.64087704580836,41.74246497589473
2022-10-05,41.46136042217465,41.68913914222865
2022-10-06,41.46540709980481,41.59058002119368
2022-10-07,40.869398616880865,41.43131330522502
2022-10-10,40.677939036559415,41.29789617798163
2022-10-11,40.232057904350924,41.13282875569519
2022-10-12,40.250131159523306,41.006789837595775
2022-10-13,41.37508148323578,41.01674557148798
2022-10-14,41.85284754154121,41.01260033934908
2022-10-17,42.45923273289656,41.05248347066504
2022-10-18,43.47836252961481,41.17480757715698
2022-10-19,43.935683772375484,41.28549864042652
2022-10-20,43.945743634564636,41.36940240273129
2022-10-21,44.897406974270865,41.564808084012704
2022-10-24,45.55957165569809,41.77339808624491
2022-10-25,45.74536930079262,41.95829404021094
2022-10-26,46.64994162300892,42.23390254407183
2022-10-27,47.27920244086232,42.518571208853125
2022-10-28,48.3731213669674,42.88370036117607
2022-10-31,48.72685595738644,43.21074428239821
2022-11-01,48.99475310712523,43.538429087317496
2022-11-02,48.80361471803385,43.8180062384384
2022-11-03,48.993184020010304,44.12366489697653
2022-11-04,49.99059832862088,44.52276484895467
2022-11-07,51.31860774236449,44.998596653655206
2022-11-08,52.1711148847541,45.47296031238456
2022-11-09,52.27383823485062,45.889946709002054
2022-11-10,53.03912126390426,46.376005292398396
2022-11-11,53.718257333675936,46.87541304438913
2022-11-14,53.85999365375522,47.33073559994041
2022-11-15,54.33346503131592,47.81593452037105
2022-11-16,53.763722983699935,48.18678608702613
2022-11-17,53.58348225292262,48.55846858870408
2022-11-18,53.49185175118578,48.9147835277934
2022-11-21,53.56677260450301,49.26925805673817
2022-11-22,54.081895832386735,49.662088462934754
2022-11-23,54.542291371020376,50.057568187933455
2022-11-25,54.86282990588568,50.44342782513511
2022-11-28,54.086693012459165,50.70191371281166
2022-11-29,53.71445545845167,50.9541006364625
2022-11-30,53.61777849331829,51.20507347107652
2022-12-01,53.322728584047,51.41386048146962
2022-12-02,53.72960986744659,51.676111251065045
2022-12-05,53.18629063133975,51.834874389438625
2022-12-06,53.11033514182853,52.009289545174646
2022-12-07,52.98194523280938,52.1624092568921
2022-12-08,52.44786446110916,52.251454781407446
2022-12-09,51.41762312616885,52.24699649952977
2022-12-12,51.49414267487627,52.311934300698795
2022-12-13,51.452496363833774,52.358916944113766
2022-12-14,50.966306615261075,52.34543263968185
2022-12-15,49.80630702930394,52.2242218572419
2022-12-16,48.81076756510171,52.06085709881085
2022-12-19,48.46204674253373,51.920544684721676
2022-12-20,49.11171466613475,51.87696525597513
2022-12-21,50.42159094415101,51.94071673165781
2022-12-22,50.726767696721964,51.9514727382725
2022-12-23,50.8934721828968,51.961255900818415
2022-12-27,51.33799798694257,52.01152101494955
2022-12-28,51.26474136514268,52.023153179576894
2022-12-29,51.82649432200593,52.104536321599376
2022-12-30,52.129026153937104,52.182356359173575
2023-01-03,52.68354122372969,52.30299761512525
2023-01-04,54.67091032165953,52.61530396324038
2023-01-05,56.18798381471412,52.967241083920854
2023-01-06,57.22904437936087,53.33416062250469
2023-01-09,58.035978105714776,53.719377234901486
2023-01-10,59.543051781294594,54.21818226256862
2023-01-11,61.34459619127499,54.81567828837607
2023-01-12,62.73721433129387,55.44258922413646
2023-01-13,63.972479276907194,56.10609872210225
2023-01-17,64.6538340403815,56.75023325199837
2023-01-18,64.36951176025349,57.29807079319817
2023-01-19,63.05178273850825,57.692930863087504
2023-01-20,62.63958665929266,58.10845427129808
2023-01-23,63.3114554196461,58.60893879852382
2023-01-24,64.0614907215873,59.1304480810631
2023-01-25,64.47296075037916,59.62862413701027
2023-01-26,64.81149553955485,60.11789690119258
2023-01-27,65.88252044205696,60.688182594662756
2023-01-30,65.3546466904817,61.10431074212481
2023-01-31,64.87091330180922,61.47924301215292
2023-02-01,65.40051114864568,61.92766433572902
2023-02-02,66.38725210751383,62.43460641149413
2023-02-03,66.01501779321586,62.811828109002924
2023-02-06,65.95538865268661,63.187589194100156
2023-02-07,65.79657132386077,63.529484542142676
2023-02-08,65.62994007771232,63.843758012594975
2023-02-09,65.0128040603185,64.07921998771306
2023-02-10,64.90070514430165,64.32566044346558
2023-02-13,65.46446963917253,64.62834859649313
2023-02-14,66.15424743300701,64.95724188955955
2023-02-15,67.06369982934456,65.33008011202435
2023-02-16,67.2142139775813,65.64430599714237
2023-02-17,66.81827070236803,65.8878165322802
2023-02-21,66.23586757416724,66.07588410226836
2023-02-22,66.3243171744214,66.29923635825972
2023-02-23,66.26037874815549,66.49541452655211
2023-02-24,66.49495252532603,66.7100145528405
2023-02-27,66.74834574015422,66.92566878220062
2023-02-28,67.26482171346352,67.17218158833322
2023-03-01,67.2795230849466,67.37392001609051
2023-03-02,67.97229847460693,67.64373786253945
2023-03-03,68.62166313069972,67.93095211542257
2023-03-06,69.24697972255296,68.23572814332327
2023-03-07,69.25386046928004,68.48769651162729
2023-03-08,69.48436524147527,68.75427706511232
2023-03-09,71.6100528746286,69.24013409904796
2023-03-10,72.46901645310909,69.66994735139039
2023-03-13,71.96812582479663,69.97072042990496
2023-03-14,72.61399803935181,70.36645284430018
2023-03-15,72.29225808015278,70.66665466710427
2023-03-16,73.05622559350394,71.06229703776523
2023-03-17,72.68906725359923,71.34845493876699
2023-03-20,72.29183169284238,71.59787366989427
2023-03-21,73.05864874223141,71.94771823635816
2023-03-22,72.30763298943764,72.14341786824453
2023-03-23,72.77091558035261,72.42875481486465
2023-03-24,72.91546044125829,72.68508136455239
2023-03-27,73.8404761282072,73.0249913616185
2023-03-28,74.24608249332857,73.3357788820407
2023-03-29,74.84398968716198,73.67495154966645
2023-03-30,75.13016077427002,73.99323010324167
2023-03-31,75.93677904846079,74.37191410567883
2023-04-03,76.92054774751261,74.79619009287214
2023-04-04,76.57641465808805,75.09958741822295
2023-04-05,75.9889329082329,75.34305092025066
2023-04-06,75.35413842223711,75.53721953450102
2023-04-10,75.33637484975343,75.75708667606011
2023-04-11,75.12572425551073,75.93912510677754
2023-04-12,75.09661005502669,76.11813720024725
2023-04-13,75.1726953795677,76.29480344360542
2023-04-14,75.72159818264308,76.51764419046182
2023-04-17,76.60498105263768,76.79419946211686
2023-04-18,77.82085982462085,77.14089469614531
2023-04-19,78.69471449200707,77.49560989711333
2023-04-20,79.4444965439058,77.86667769398224
2023-04-21,79.68604460012517,78.20282449049446
2023-04-24,80.04731212185328,78.55154008740325
2023-04-25,79.43645780937723,78.79122080230671
2023-04-26,78.07923007384075,78.9004074941871
2023-04-27,78.15232555719899,79.09550598851351
2023-04-28,78.6002722916026,79.32396562384216
2023-05-01,79.8221352606256,79.6510876583721
2023-05-02,80.6146184246054,79.97527907273243
2023-05-03,81.12644071983817,80.29306044406864
2023-05-04,80.27814991571049,80.46522795483138
2023-05-05,80.1965540880852,80.67235890981061
2023-05-08,80.43995088890415,80.90041100111118
2023-05-09,80.59501221143199,81.11748725973054
2023-05-10,80.01787254781087,81.24485867252025
2023-05-11,79.68400601258405,81.36053186627551
2023-05-12,79.19120031622174,81.43010816687695
2023-05-15,80.3531663257583,81.65714573541466
2023-05-16,80.60068305834133,81.82448438051317
2023-05-17,81.76037842752737,82.10028465139219
2023-05-18,82.60605192035484,82.3866064654989
2023-05-19,83.13749691657642,82.66799825424084
"
3277,US,technical,"During June 18, 2022 to January 04, 2023, how many times did Lilly (Eli)'s 20-day and 10-day Double Exponential Moving Average lines form a golden cross? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2022-01-26,237.8600006103516
2022-01-27,236.72000122070312
2022-01-28,245.1000061035156
2022-01-31,245.38999938964844
2022-02-01,248.27999877929688
2022-02-02,250.8300018310547
2022-02-03,244.80999755859372
2022-02-04,242.2700042724609
2022-02-07,243.5500030517578
2022-02-08,239.91000366210935
2022-02-09,243.2700042724609
2022-02-10,239.63999938964844
2022-02-11,235.7400054931641
2022-02-14,234.69000244140625
2022-02-15,243.83999633789065
2022-02-16,245.5800018310547
2022-02-17,240.97000122070312
2022-02-18,240.30999755859372
2022-02-22,239.1300048828125
2022-02-23,238.30999755859372
2022-02-24,243.0800018310547
2022-02-25,250.8500061035156
2022-02-28,249.9499969482422
2022-03-01,249.5
2022-03-02,254.1699981689453
2022-03-03,258.6400146484375
2022-03-04,262.8699951171875
2022-03-07,261.6400146484375
2022-03-08,259.92999267578125
2022-03-09,262.7900085449219
2022-03-10,266.0199890136719
2022-03-11,266.29998779296875
2022-03-14,269.0
2022-03-15,275.4599914550781
2022-03-16,276.44000244140625
2022-03-17,285.510009765625
2022-03-18,287.6400146484375
2022-03-21,289.6400146484375
2022-03-22,285.0199890136719
2022-03-23,284.19000244140625
2022-03-24,287.69000244140625
2022-03-25,289.0199890136719
2022-03-28,291.6600036621094
2022-03-29,288.3900146484375
2022-03-30,289.8900146484375
2022-03-31,286.3699951171875
2022-04-01,292.6700134277344
2022-04-04,291.4200134277344
2022-04-05,292.489990234375
2022-04-06,305.8399963378906
2022-04-07,308.42999267578125
2022-04-08,311.69000244140625
2022-04-11,308.9599914550781
2022-04-12,308.0799865722656
2022-04-13,302.6700134277344
2022-04-14,301.8599853515625
2022-04-18,298.82000732421875
2022-04-19,297.010009765625
2022-04-20,292.9200134277344
2022-04-21,289.6099853515625
2022-04-22,278.7300109863281
2022-04-25,285.20001220703125
2022-04-26,282.8299865722656
2022-04-27,285.0899963378906
2022-04-28,297.2699890136719
2022-04-29,292.1300048828125
2022-05-02,289.5599975585937
2022-05-03,288.07000732421875
2022-05-04,294.8999938964844
2022-05-05,292.3699951171875
2022-05-06,296.8999938964844
2022-05-09,289.2300109863281
2022-05-10,285.70001220703125
2022-05-11,286.69000244140625
2022-05-12,291.79998779296875
2022-05-13,291.6300048828125
2022-05-16,299.3800048828125
2022-05-17,301.3999938964844
2022-05-18,295.19000244140625
2022-05-19,286.2699890136719
2022-05-20,298.8500061035156
2022-05-23,302.6000061035156
2022-05-24,305.9599914550781
2022-05-25,307.010009765625
2022-05-26,313.4599914550781
2022-05-27,323.4800109863281
2022-05-31,313.44000244140625
2022-06-01,311.0799865722656
2022-06-02,302.42999267578125
2022-06-03,301.6499938964844
2022-06-06,303.3599853515625
2022-06-07,312.1000061035156
2022-06-08,313.489990234375
2022-06-09,303.25
2022-06-10,297.010009765625
2022-06-13,291.2799987792969
2022-06-14,290.7900085449219
2022-06-15,292.989990234375
2022-06-16,288.07000732421875
2022-06-17,290.8999938964844
2022-06-21,297.3399963378906
2022-06-22,306.69000244140625
2022-06-23,312.7200012207031
2022-06-24,325.6199951171875
2022-06-27,327.2699890136719
2022-06-28,317.6199951171875
2022-06-29,323.0
2022-06-30,324.2300109863281
2022-07-01,324.7099914550781
2022-07-05,327.17999267578125
2022-07-06,330.1499938964844
2022-07-07,327.95001220703125
2022-07-08,330.4700012207031
2022-07-11,331.07000732421875
2022-07-12,323.5899963378906
2022-07-13,322.4599914550781
2022-07-14,326.8900146484375
2022-07-15,331.6000061035156
2022-07-18,321.7699890136719
2022-07-19,326.20001220703125
2022-07-20,322.0299987792969
2022-07-21,326.9200134277344
2022-07-22,328.75
2022-07-25,331.54998779296875
2022-07-26,331.5599975585937
2022-07-27,328.94000244140625
2022-07-28,330.79998779296875
2022-07-29,329.69000244140625
2022-08-01,324.1499938964844
2022-08-02,320.20001220703125
2022-08-03,313.8299865722656
2022-08-04,305.7900085449219
2022-08-05,301.32000732421875
2022-08-08,302.5
2022-08-09,303.0199890136719
2022-08-10,304.6099853515625
2022-08-11,301.1700134277344
2022-08-12,308.0799865722656
2022-08-15,313.94000244140625
2022-08-16,310.3099975585937
2022-08-17,316.82000732421875
2022-08-18,316.7200012207031
2022-08-19,322.7699890136719
2022-08-22,323.1000061035156
2022-08-23,315.1000061035156
2022-08-24,318.8699951171875
2022-08-25,323.1400146484375
2022-08-26,315.5599975585937
2022-08-29,310.1499938964844
2022-08-30,307.0400085449219
2022-08-31,301.2300109863281
2022-09-01,309.1300048828125
2022-09-02,301.3299865722656
2022-09-06,306.82000732421875
2022-09-07,311.6000061035156
2022-09-08,315.5
2022-09-09,317.70001220703125
2022-09-12,315.2200012207031
2022-09-13,306.4800109863281
2022-09-14,309.6099853515625
2022-09-15,309.4700012207031
2022-09-16,308.8900146484375
2022-09-19,305.0899963378906
2022-09-20,301.7300109863281
2022-09-21,296.4800109863281
2022-09-22,310.8699951171875
2022-09-23,311.4599914550781
2022-09-26,307.5
2022-09-27,311.1000061035156
2022-09-28,334.3800048828125
2022-09-29,330.010009765625
2022-09-30,323.3500061035156
2022-10-03,321.54998779296875
2022-10-04,329.8900146484375
2022-10-05,331.7799987792969
2022-10-06,332.95001220703125
2022-10-07,326.6600036621094
2022-10-10,323.8900146484375
2022-10-11,327.6000061035156
2022-10-12,324.57000732421875
2022-10-13,332.1000061035156
2022-10-14,331.3900146484375
2022-10-17,332.760009765625
2022-10-18,335.0299987792969
2022-10-19,329.2900085449219
2022-10-20,329.07000732421875
2022-10-21,340.7699890136719
2022-10-24,347.8999938964844
2022-10-25,351.3099975585937
2022-10-26,357.8599853515625
2022-10-27,356.3299865722656
2022-10-28,359.8999938964844
2022-10-31,362.0899963378906
2022-11-01,352.5799865722656
2022-11-02,354.9599914550781
2022-11-03,361.6799926757813
2022-11-04,357.4100036621094
2022-11-07,365.0700073242188
2022-11-08,366.6600036621094
2022-11-09,363.2699890136719
2022-11-10,368.7200012207031
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2022-12-28,365.2200012207031
2022-12-29,367.0199890136719
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2023-01-03,364.989990234375
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2022-05-04,293.8342179902727,290.33135154349225
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2022-05-23,296.36868816239365,297.7140989113718
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2022-05-26,302.9616615426221,307.3358967898307
2022-05-27,307.1345150840197,313.51246722862743
2022-05-31,308.8773301145413,314.65769068958986
2022-06-01,309.91725221384854,314.6039031902477
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2022-06-03,308.42789661348655,309.0148789216291
2022-06-06,308.0364677573115,307.61158382059057
2022-06-07,309.25912062228673,309.42090227528394
2022-06-08,310.53789603419085,311.18016322881675
2022-06-09,309.75387581139756,309.04908749231583
2022-06-10,307.921118390935,305.3679875418957
2022-06-13,305.28240922496116,300.7332648431995
2022-06-14,302.90648435092663,297.1561969735713
2022-06-15,301.250755898332,295.2784450431883
2022-06-16,298.92794486237966,292.3193455225062
2022-06-17,297.44139699763997,291.1335194805411
2022-06-21,297.33343963649907,292.4609086203829
2022-06-22,298.9412720802971,296.60169469755516
2022-06-23,301.4215948376651,301.70051167605294
2022-06-24,305.89458724732674,309.7425107611463
2022-06-27,310.0343863472951,316.19632579565956
2022-06-28,311.828967694314,317.6926391411822
2022-06-29,314.3264923351083,320.4704160023711
2022-06-30,316.6727537974497,322.8201573346021
2022-07-01,318.74900743500234,324.5984026343344
2022-07-05,320.9507570878211,326.609016463999
2022-07-06,323.3483731074939,328.9556583968758
2022-07-07,324.97365050228206,329.8387664215313
2022-07-08,326.7882303377271,331.2005539726551
2022-07-11,328.41587408468587,332.28636244186043
2022-07-12,328.41540933798296,330.50028497146326
2022-07-13,328.1662714328012,328.70265170742226
2022-07-14,328.7142032962643,328.75737891682456
2022-07-15,330.00061137908773,330.28930540518127
2022-07-18,329.2849413782023,328.10854643622656
2022-07-19,329.43456762693455,327.9036309119193
2022-07-20,328.77124739993684,326.3316212474746
2022-07-21,329.0541897478876,326.75361557181145
2022-07-22,329.59841743067864,327.6465626345024
2022-07-25,330.54415790052514,329.20641365316936
2022-07-26,331.32927447747386,330.3313939812373
2022-07-27,331.49877644397725,330.25898089194334
2022-07-28,331.9517332286086,330.78177461117923
2022-07-29,332.1107164244915,330.76540874277237
2022-08-01,331.2139123296788,328.88749467381945
2022-08-02,329.6991719960816,326.1679879773513
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2022-09-08,309.47162021486673,309.5201959875017
2022-09-09,310.7431454446566,312.06188101461987
2022-09-12,311.3972207192538,313.1298857461329
2022-09-13,310.3818308720553,311.0246728186605
2022-09-14,310.08304387622115,310.49986356374137
2022-09-15,309.80877387607705,310.07285176430713
2022-09-16,309.47597231949027,309.5753408484459
2022-09-19,308.50888239328674,307.96343653929983
2022-09-20,307.07669682479224,305.6786644408786
2022-09-21,304.90344119309077,302.2831177153387
2022-09-22,305.6584519109989,304.5752470835172
2022-09-23,306.4307982806606,306.5127786907302
2022-09-26,306.3902869331307,306.66426012080063
2022-09-27,307.0202523392314,307.9833774719835
2022-09-28,311.7960719061321,316.6653193822629
2022-09-29,315.11762969793006,321.61818080414173
2022-09-30,316.7635516710392,323.0094943953296
2022-10-03,317.84410084377953,323.35707881927254
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2022-10-05,322.69530266949926,328.9923373213114
2022-10-06,324.97105266278027,331.2822472174727
2022-10-07,325.7652950713012,330.79095316582334
2022-10-10,325.9210801568919,329.40981120925034
2022-10-11,326.70319686952377,329.5292159487335
2022-10-12,326.8019076809804,328.5437200259682
2022-10-13,328.2284539482196,330.2419012707689
2022-10-14,329.3025357955854,331.205417319998
2022-10-17,330.4492321032621,332.3094090058559
2022-10-18,331.8206597649729,333.813750246686
2022-10-19,331.9311439445307,332.9634777281958
2022-10-20,331.9577202474007,332.20012235994017
2022-10-21,334.0757287027285,335.45340353850656
2022-10-24,337.1636617735722,340.1640011639366
2022-10-25,340.4074020457604,344.7003856686837
2022-10-26,344.34980486605247,350.12092371961694
2022-10-27,347.4220230921833,353.4996003930178
2022-10-28,350.6653410502129,357.03509335360616
2022-10-31,353.80134238705256,360.22050351588234
2022-11-01,354.718463287625,359.27088205974525
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2022-11-04,359.0731860720875,361.2001317658461
2022-11-07,361.28986201909703,363.58363311674907
2022-11-08,363.4271416225487,365.753955098308
2022-11-09,364.591060473182,366.1161012869359
2022-11-10,366.52051942058125,368.0661002990604
2022-11-11,365.1412258446013,363.9649844855007
2022-11-14,364.5777583800089,362.07696814629844
2022-11-15,362.9308612686063,358.59435145300347
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2022-11-28,365.9297948295937,364.26571136902544
2022-11-29,366.2747101391803,364.57973302542104
2022-11-30,367.82938946854733,367.1261449717339
2022-12-01,368.9954702538452,368.71353946804345
2022-12-02,370.7657538915662,371.2940821982281
2022-12-05,371.25883624770523,371.32786420307457
2022-12-06,371.50855828796614,371.0351775895205
2022-12-07,372.3082745501532,371.89064383047076
2022-12-08,372.9271975961151,372.40643298788103
2022-12-09,371.46434271752946,369.1610816784308
2022-12-12,371.30745555233216,368.7878797675491
2022-12-13,369.5839503462622,365.64754317773725
2022-12-14,368.9520196000115,364.9143401337566
2022-12-15,367.75216858743426,363.2230474356371
2022-12-16,366.67435447699745,361.9383578061724
2022-12-19,365.3512069977726,360.31907545693105
2022-12-20,364.53683102647364,359.76603791781156
2022-12-21,365.344138550791,362.15859718178945
2022-12-22,365.53937783554244,363.0610968713456
2022-12-23,366.16695962175265,364.5957905169545
2022-12-27,366.1485696916553,364.7340338084055
2022-12-28,366.1836868867364,364.9437978118829
2022-12-29,366.53022110033646,365.688386321269
2022-12-30,366.60427667562095,365.8407695691915
2023-01-03,366.50376976642707,365.66175887510803
2023-01-04,366.06491071242266,364.8949298997521
"
3278,US,technical,"For Aptiv, how many times did the 30-day and 5-day Double Exponential Moving Average lines produce a death cross between February 07, 2025 and November 10, 2025? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2024-07-03,69.79000091552734
2024-07-05,70.18000030517578
2024-07-08,69.68000030517578
2024-07-09,69.08000183105469
2024-07-10,69.5999984741211
2024-07-11,71.75
2024-07-12,72.72000122070312
2024-07-15,72.26000213623047
2024-07-16,73.41000366210938
2024-07-17,72.41000366210938
2024-07-18,71.68000030517578
2024-07-19,68.87000274658203
2024-07-22,69.93000030517578
2024-07-23,68.58999633789062
2024-07-24,67.08000183105469
2024-07-25,67.83000183105469
2024-07-26,68.73999786376953
2024-07-29,68.9000015258789
2024-07-30,67.62999725341797
2024-07-31,69.38999938964844
2024-08-01,73.12999725341797
2024-08-02,69.62999725341797
2024-08-05,69.12000274658203
2024-08-06,69.05000305175781
2024-08-07,67.91000366210938
2024-08-08,68.94000244140625
2024-08-09,67.63999938964844
2024-08-12,67.25
2024-08-13,67.97000122070312
2024-08-14,66.9800033569336
2024-08-15,68.69000244140625
2024-08-16,68.93000030517578
2024-08-19,70.98999786376953
2024-08-20,69.8499984741211
2024-08-21,70.87999725341797
2024-08-22,70.0999984741211
2024-08-23,72.29000091552734
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2024-08-27,70.83000183105469
2024-08-28,70.0199966430664
2024-08-29,70.91999816894531
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2024-09-03,70.11000061035156
2024-09-04,69.45999908447266
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2024-09-06,68.48999786376953
2024-09-09,69.08000183105469
2024-09-10,65.37999725341797
2024-09-11,65.47000122070312
2024-09-12,67.0
2024-09-13,68.94999694824219
2024-09-16,68.79000091552734
2024-09-17,70.22000122070312
2024-09-18,69.66999816894531
2024-09-19,70.5199966430664
2024-09-20,69.83999633789062
2024-09-23,71.55999755859375
2024-09-24,72.11000061035156
2024-09-25,70.55999755859375
2024-09-26,72.30999755859375
2024-09-27,74.23999786376953
2024-09-30,72.01000213623047
2024-10-01,70.5199966430664
2024-10-02,70.05000305175781
2024-10-03,68.97000122070312
2024-10-04,70.33000183105469
2024-10-07,70.47000122070312
2024-10-08,69.5999984741211
2024-10-09,71.36000061035156
2024-10-10,70.75
2024-10-11,71.29000091552734
2024-10-14,71.08999633789062
2024-10-15,70.0
2024-10-16,70.36000061035156
2024-10-17,69.9000015258789
2024-10-18,71.76000213623047
2024-10-21,70.0999984741211
2024-10-22,69.68000030517578
2024-10-23,69.52999877929688
2024-10-24,68.30999755859375
2024-10-25,69.30999755859375
2024-10-28,70.4000015258789
2024-10-29,69.1500015258789
2024-10-30,69.06999969482422
2024-10-31,56.83000183105469
2024-11-01,56.369998931884766
2024-11-04,55.93000030517578
2024-11-05,55.2400016784668
2024-11-06,53.83000183105469
2024-11-07,55.63999938964844
2024-11-08,56.25
2024-11-11,55.93000030517578
2024-11-12,56.380001068115234
2024-11-13,56.13999938964844
2024-11-14,54.02999877929688
2024-11-15,52.93000030517578
2024-11-18,52.709999084472656
2024-11-19,52.11000061035156
2024-11-20,52.59000015258789
2024-11-21,53.36000061035156
2024-11-22,54.380001068115234
2024-11-25,57.130001068115234
2024-11-26,55.27999877929688
2024-11-27,55.52000045776367
2024-11-29,55.52999877929688
2024-12-02,56.06999969482422
2024-12-03,55.709999084472656
2024-12-04,56.40999984741211
2024-12-05,56.90999984741211
2024-12-06,56.66999816894531
2024-12-09,57.400001525878906
2024-12-10,58.41999816894531
2024-12-11,58.88999938964844
2024-12-12,58.540000915527344
2024-12-13,57.970001220703125
2024-12-16,58.0
2024-12-17,57.86000061035156
2024-12-18,56.650001525878906
2024-12-19,57.0099983215332
2024-12-20,58.86000061035156
2024-12-23,59.470001220703125
2024-12-24,59.95000076293945
2024-12-26,60.06999969482422
2024-12-27,60.34000015258789
2024-12-30,60.11000061035156
2024-12-31,60.47999954223633
2025-01-02,60.29999923706055
2025-01-03,60.52999877929688
2025-01-06,61.380001068115234
2025-01-07,61.81999969482422
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2025-01-16,61.33000183105469
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2025-01-21,61.790000915527344
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2025-06-24,68.94431738301044,67.62407821421081
2025-06-25,68.91304279324359,67.4870335819846
2025-06-26,68.94559822196075,67.71200974284062
2025-06-27,69.07479311579608,68.30399630188982
2025-06-30,69.11670156672041,68.30888084862707
2025-07-01,69.58044541649392,70.21784121531996
2025-07-02,70.05991191115015,71.51651008006459
2025-07-03,70.53457486452102,72.37408156964878
2025-07-07,70.89221625998988,72.48143801973737
2025-07-08,71.1387590074276,72.16232558482545
2025-07-09,71.28842321246404,71.64246104953244
2025-07-10,71.3754100342275,71.14224963717552
2025-07-11,71.2858927793674,70.13523755780469
2025-07-14,71.34904882721214,70.25931931249272
2025-07-15,71.25335477698862,69.68343148330541
2025-07-16,71.2651208550951,69.84598606775029
2025-07-17,71.2881746574246,70.0275667868269
2025-07-18,71.04563102820791,68.9852061488741
2025-07-21,70.92142565642834,68.87913542735697
2025-07-22,70.92585617275722,69.38431184847809
2025-07-23,71.168002829774,70.75169043333818
2025-07-24,71.2019391383734,70.68255762000797
2025-07-25,71.28474166140454,70.87710574215545
2025-07-28,71.22578001729289,70.38944861225625
2025-07-29,70.96499912476611,69.20943763455253
2025-07-30,70.53064278481789,67.71060747071179
2025-07-31,70.37924178411204,68.01883720420781
2025-08-01,69.86614609751078,66.56373629316082
2025-08-04,69.30092428629175,65.37660929437119
2025-08-05,68.77780726478758,64.74715086832103
2025-08-06,68.34582789647045,64.6599324286767
2025-08-07,68.03927439726843,65.05006554925524
2025-08-08,67.89903635219412,65.91789469985771
2025-08-11,67.75716677383551,66.34605133269338
2025-08-12,68.24330495582896,69.31789186854589
2025-08-13,69.06023470788043,72.581168378036
2025-08-14,69.74501821558646,74.03027252856364
2025-08-15,70.34947481031936,74.64206607715437
2025-08-18,71.08544770487238,75.7126330014731
2025-08-19,71.80246273760761,76.42703692437904
2025-08-20,72.32437745715617,76.1626579063841
2025-08-21,72.69548351532436,75.49930608983195
2025-08-22,73.53419108959667,77.33455911022197
2025-08-25,74.33849544956627,78.49416587754513
2025-08-26,75.1921743704237,79.63019255916942
2025-08-27,75.96750759347468,80.20173810304351
2025-08-28,76.70630668861186,80.62223494062943
2025-08-29,77.2716597705761,80.34553872942578
2025-09-02,77.63346556787992,79.49861409129404
2025-09-03,78.10808008866238,79.68791143181349
2025-09-04,78.63215755381948,80.2211640604583
2025-09-05,79.09711193982835,80.47803860136759
2025-09-08,79.74185520089176,81.62131249641577
2025-09-09,80.29675763013702,82.11595336585886
2025-09-10,80.72386070663823,82.04402176642303
2025-09-11,81.3647954831154,83.13605015508338
2025-09-12,81.81937085600465,83.16961272112584
2025-09-15,82.22247248470973,83.14790706998404
2025-09-16,82.61760105431232,83.27738172013156
2025-09-17,82.93551164185149,83.18410307137825
2025-09-18,83.52442049278426,84.49219274391677
2025-09-19,84.036235473612,85.12109817240494
2025-09-22,84.50305287771299,85.47937876936078
2025-09-23,84.92401144823907,85.66757226738656
2025-09-24,85.2421907698665,85.49481781899354
2025-09-25,85.4798391431156,85.18972524442027
2025-09-26,85.8719545751789,85.83527031975245
2025-09-29,86.16036322828084,85.91492457687421
2025-09-30,86.46732551780661,86.18422590830343
2025-10-01,86.84481319596782,86.7967777866597
2025-10-02,87.20869262863567,87.24715988466401
2025-10-03,87.60518395474433,87.80431353473234
2025-10-06,87.90627437818722,87.86034464677813
2025-10-07,87.87629766846018,86.55632204523069
2025-10-08,87.73927793774187,85.388274759233
2025-10-09,87.38719603457105,83.79377866826066
2025-10-10,86.8086217112467,81.84802593172404
2025-10-13,86.40173773105127,81.41124371732087
2025-10-14,86.15470794808286,81.82142776362818
2025-10-15,86.03790114067887,82.61023797941805
2025-10-16,85.90696845063067,82.99190405097308
2025-10-17,85.69117057135628,82.81132399111988
2025-10-20,85.57003554174915,83.08091897489099
2025-10-21,85.72845872747064,84.45285636890554
2025-10-22,85.72791855256801,84.57229244004533
2025-10-23,85.78343759083722,84.88734183118925
2025-10-24,85.98097964306223,85.7143266153676
2025-10-27,86.1447348328521,86.09028281619855
2025-10-28,86.35407825765843,86.55400909330535
2025-10-29,86.42983390302808,86.28632927906759
2025-10-30,86.03760901347337,84.0822157929149
2025-10-31,85.55068698446358,82.31791708699842
2025-11-03,85.18970425796496,81.77068124346323
2025-11-04,84.74468335919455,81.0162791524339
2025-11-05,84.68366248608473,82.19584822340302
2025-11-06,84.43723849218674,82.03833911114442
2025-11-07,84.40665481228883,82.84185565046484
2025-11-10,84.2394246230935,82.67876494505907
"
3279,US,technical,"From July 22, 2024 to April 02, 2025, count the number of death cross occurrences between the 60-day and 5-day Double Exponential Moving Average lines for Align Technology. (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close
2023-05-10,305.260009765625
2023-05-11,296.0799865722656
2023-05-12,293.7099914550781
2023-05-15,297.2799987792969
2023-05-16,292.29998779296875
2023-05-17,291.3599853515625
2023-05-18,293.4200134277344
2023-05-19,290.989990234375
2023-05-22,300.8299865722656
2023-05-23,282.54998779296875
2023-05-24,281.2300109863281
2023-05-25,280.0799865722656
2023-05-26,285.3900146484375
2023-05-30,284.95001220703125
2023-05-31,282.6600036621094
2023-06-01,297.20001220703125
2023-06-02,302.0
2023-06-05,305.1499938964844
2023-06-06,304.67999267578125
2023-06-07,301.7300109863281
2023-06-08,306.760009765625
2023-06-09,304.44000244140625
2023-06-12,311.2900085449219
2023-06-13,322.0199890136719
2023-06-14,322.4599914550781
2023-06-15,333.19000244140625
2023-06-16,330.2900085449219
2023-06-20,331.42999267578125
2023-06-21,330.7099914550781
2023-06-22,334.3999938964844
2023-06-23,328.8299865722656
2023-06-26,331.4599914550781
2023-06-27,340.69000244140625
2023-06-28,345.07000732421875
2023-06-29,341.7900085449219
2023-06-30,353.6400146484375
2023-07-03,344.5899963378906
2023-07-05,336.82000732421875
2023-07-06,330.9200134277344
2023-07-07,329.5400085449219
2023-07-10,343.70001220703125
2023-07-11,350.1000061035156
2023-07-12,357.6000061035156
2023-07-13,367.55999755859375
2023-07-14,366.8800048828125
2023-07-17,370.3599853515625
2023-07-18,360.6199951171875
2023-07-19,342.5799865722656
2023-07-20,330.989990234375
2023-07-21,337.3699951171875
2023-07-24,337.010009765625
2023-07-25,332.1400146484375
2023-07-26,339.8500061035156
2023-07-27,385.30999755859375
2023-07-28,381.8999938964844
2023-07-31,377.8900146484375
2023-08-01,376.6199951171875
2023-08-02,367.3999938964844
2023-08-03,366.239990234375
2023-08-04,361.4400024414063
2023-08-07,361.25
2023-08-08,357.75
2023-08-09,352.79998779296875
2023-08-10,347.2300109863281
2023-08-11,352.8800048828125
2023-08-14,360.489990234375
2023-08-15,361.0499877929688
2023-08-16,358.5400085449219
2023-08-17,349.17999267578125
2023-08-18,350.3599853515625
2023-08-21,342.5899963378906
2023-08-22,351.6300048828125
2023-08-23,359.4800109863281
2023-08-24,350.7099914550781
2023-08-25,356.3500061035156
2023-08-28,358.6600036621094
2023-08-29,367.6199951171875
2023-08-30,370.8599853515625
2023-08-31,370.1400146484375
2023-09-01,374.8999938964844
2023-09-05,368.6300048828125
2023-09-06,369.7000122070313
2023-09-07,340.92999267578125
2023-09-08,332.260009765625
2023-09-11,335.17999267578125
2023-09-12,322.2900085449219
2023-09-13,322.4100036621094
2023-09-14,332.8399963378906
2023-09-15,332.0899963378906
2023-09-18,325.32000732421875
2023-09-19,318.0
2023-09-20,309.5
2023-09-21,300.2799987792969
2023-09-22,298.5599975585937
2023-09-25,298.0199890136719
2023-09-26,299.010009765625
2023-09-27,301.67999267578125
2023-09-28,307.510009765625
2023-09-29,305.32000732421875
2023-10-02,299.760009765625
2023-10-03,290.6099853515625
2023-10-04,291.70001220703125
2023-10-05,280.17999267578125
2023-10-06,284.6400146484375
2023-10-09,283.94000244140625
2023-10-10,286.510009765625
2023-10-11,277.5199890136719
2023-10-12,268.0
2023-10-13,265.989990234375
2023-10-16,272.3599853515625
2023-10-17,276.760009765625
2023-10-18,272.3999938964844
2023-10-19,270.2900085449219
2023-10-20,269.8800048828125
2023-10-23,265.7200012207031
2023-10-24,265.4599914550781
2023-10-25,253.69000244140625
2023-10-26,190.55999755859372
2023-10-27,190.94000244140625
2023-10-30,186.7400054931641
2023-10-31,184.58999633789065
2023-11-01,183.2100067138672
2023-11-02,192.32000732421875
2023-11-03,197.44000244140625
2023-11-06,197.7700042724609
2023-11-07,197.5200042724609
2023-11-08,193.6199951171875
2023-11-09,187.33999633789065
2023-11-10,192.1300048828125
2023-11-13,191.22000122070312
2023-11-14,202.72000122070312
2023-11-15,205.05999755859372
2023-11-16,203.1199951171875
2023-11-17,206.63999938964844
2023-11-20,215.2400054931641
2023-11-21,215.3000030517578
2023-11-22,217.2899932861328
2023-11-24,219.47999572753903
2023-11-27,216.75
2023-11-28,214.13999938964844
2023-11-29,216.47999572753903
2023-11-30,213.8000030517578
2023-12-01,220.4499969482422
2023-12-04,219.6000061035156
2023-12-05,215.3500061035156
2023-12-06,216.8699951171875
2023-12-07,216.6100006103516
2023-12-08,221.22999572753903
2023-12-11,218.67999267578125
2023-12-12,217.47000122070312
2023-12-13,231.3600006103516
2023-12-14,257.0199890136719
2023-12-15,255.00999450683597
2023-12-18,261.69000244140625
2023-12-19,268.3099975585937
2023-12-20,262.0799865722656
2023-12-21,274.1000061035156
2023-12-22,271.8699951171875
2023-12-26,274.19000244140625
2023-12-27,275.2799987792969
2023-12-28,276.6700134277344
2023-12-29,274.0
2024-01-02,268.9200134277344
2024-01-03,256.2200012207031
2024-01-04,261.3599853515625
2024-01-05,264.67999267578125
2024-01-08,273.94000244140625
2024-01-09,277.5199890136719
2024-01-10,276.7900085449219
2024-01-11,276.3599853515625
2024-01-12,271.6400146484375
2024-01-16,267.4599914550781
2024-01-17,259.5599975585937
2024-01-18,264.510009765625
2024-01-19,266.3399963378906
2024-01-22,271.6099853515625
2024-01-23,266.42999267578125
2024-01-24,257.07000732421875
2024-01-25,262.1099853515625
2024-01-26,264.2799987792969
2024-01-29,270.3900146484375
2024-01-30,264.739990234375
2024-01-31,267.32000732421875
2024-02-01,273.3800048828125
2024-02-02,273.8999938964844
2024-02-05,275.5799865722656
2024-02-06,288.44000244140625
2024-02-07,284.7300109863281
2024-02-08,295.0
2024-02-09,296.3699951171875
2024-02-12,302.44000244140625
2024-02-13,292.32000732421875
2024-02-14,302.75
2024-02-15,309.7699890136719
2024-02-16,308.7699890136719
2024-02-20,313.5299987792969
2024-02-21,304.6499938964844
2024-02-22,316.5599975585937
2024-02-23,316.8800048828125
2024-02-26,310.8399963378906
2024-02-27,313.0599975585937
2024-02-28,302.3900146484375
2024-02-29,302.4200134277344
2024-03-01,300.010009765625
2024-03-04,308.0400085449219
2024-03-05,299.489990234375
2024-03-06,303.7900085449219
2024-03-07,310.79998779296875
2024-03-08,312.489990234375
2024-03-11,308.0899963378906
2024-03-12,310.67999267578125
2024-03-13,320.69000244140625
2024-03-14,316.9200134277344
2024-03-15,314.3500061035156
2024-03-18,316.1400146484375
2024-03-19,317.20001220703125
2024-03-20,329.1400146484375
2024-03-21,321.2699890136719
2024-03-22,319.4200134277344
2024-03-25,319.2799987792969
2024-03-26,319.94000244140625
2024-03-27,327.8999938964844
2024-03-28,327.9200134277344
2024-04-01,319.6499938964844
2024-04-02,312.07000732421875
2024-04-03,310.1099853515625
2024-04-04,314.95001220703125
2024-04-05,317.5799865722656
2024-04-08,320.0599975585937
2024-04-09,330.25
2024-04-10,327.82000732421875
2024-04-11,324.8999938964844
2024-04-12,314.9700012207031
2024-04-15,304.739990234375
2024-04-16,305.1000061035156
2024-04-17,300.1400146484375
2024-04-18,301.3399963378906
2024-04-19,298.9800109863281
2024-04-22,300.82000732421875
2024-04-23,311.8800048828125
2024-04-24,313.7799987792969
2024-04-25,310.5
2024-04-26,309.0199890136719
2024-04-29,304.82000732421875
2024-04-30,282.3800048828125
2024-05-01,284.5199890136719
2024-05-02,286.5400085449219
2024-05-03,287.8699951171875
2024-05-06,287.3699951171875
2024-05-07,286.5199890136719
2024-05-08,273.6499938964844
2024-05-09,280.3900146484375
2024-05-10,271.70001220703125
2024-05-13,272.739990234375
2024-05-14,278.0799865722656
2024-05-15,280.32000732421875
2024-05-16,273.5599975585937
2024-05-17,271.5
2024-05-20,267.44000244140625
2024-05-21,264.0199890136719
2024-05-22,261.1199951171875
2024-05-23,252.38999938964844
2024-05-24,255.6199951171875
2024-05-28,253.7700042724609
2024-05-29,252.75999450683597
2024-05-30,256.5
2024-05-31,257.2099914550781
2024-06-03,254.52999877929688
2024-06-04,248.91000366210935
2024-06-05,256.010009765625
2024-06-06,257.4599914550781
2024-06-07,255.5399932861328
2024-06-10,255.6999969482422
2024-06-11,253.27999877929688
2024-06-12,266.1300048828125
2024-06-13,271.2799987792969
2024-06-14,256.010009765625
2024-06-17,245.5200042724609
2024-06-18,242.1999969482422
2024-06-20,242.6100006103516
2024-06-21,242.19000244140625
2024-06-24,237.0800018310547
2024-06-25,235.22999572753903
2024-06-26,243.6100006103516
2024-06-27,243.0
2024-06-28,241.42999267578125
2024-07-01,238.63999938964844
2024-07-02,239.7400054931641
2024-07-03,243.3699951171875
2024-07-05,243.6000061035156
2024-07-08,248.94000244140625
2024-07-09,247.47999572753903
2024-07-10,249.1300048828125
2024-07-11,256.29998779296875
2024-07-12,242.6499938964844
2024-07-15,240.2700042724609
2024-07-16,247.5399932861328
2024-07-17,250.5800018310547
2024-07-18,250.66000366210935
2024-07-19,251.6000061035156
2024-07-22,249.30999755859372
2024-07-23,250.6499938964844
2024-07-24,244.8000030517578
2024-07-25,226.0500030517578
2024-07-26,220.4499969482422
2024-07-29,223.9600067138672
2024-07-30,231.16000366210935
2024-07-31,231.8800048828125
2024-08-01,228.3300018310547
2024-08-02,213.4900054931641
2024-08-05,207.94000244140625
2024-08-06,206.3600006103516
2024-08-07,204.02999877929688
2024-08-08,214.1499938964844
2024-08-09,214.9199981689453
2024-08-12,213.57000732421875
2024-08-13,219.8300018310547
2024-08-14,220.02999877929688
2024-08-15,235.3300018310547
2024-08-16,240.3500061035156
2024-08-19,240.00999450683597
2024-08-20,233.22999572753903
2024-08-21,235.1300048828125
2024-08-22,228.69000244140625
2024-08-23,233.97000122070312
2024-08-26,231.6499938964844
2024-08-27,236.27999877929688
2024-08-28,230.92999267578125
2024-08-29,235.1499938964844
2024-08-30,237.22000122070312
2024-09-03,226.5
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2024-09-23,229.93556219134064,255.84113196718585
2024-09-24,230.8528948341609,252.97258590815125
2024-09-25,231.30746723789255,247.61294552699314
2024-09-26,232.1968354184841,248.55167205196443
2024-09-27,233.3924659276363,252.0420270503445
2024-09-30,234.50239935215455,253.62863142033282
2024-10-01,234.9834927113773,249.4272744514799
2024-10-02,234.97450318873325,243.05697012392596
2024-10-03,234.89910687808072,239.06495106114804
2024-10-04,235.11330472593448,239.49128420809313
2024-10-07,234.9011492607072,236.27617915067123
2024-10-08,234.65166799280442,234.24988626162096
2024-10-09,234.40022698213608,233.17821052589508
2024-10-10,233.89732266973715,230.46988640023864
2024-10-11,232.9314534482811,224.94730950488997
2024-10-14,231.96651016319151,221.74202407505535
2024-10-15,230.9155679193877,219.08722258596472
2024-10-16,229.71981676391678,216.19206826713418
2024-10-17,228.58456045269025,214.87288200189153
2024-10-18,227.74637523314902,216.45847540061436
2024-10-21,226.7510760888656,215.7789085333118
2024-10-22,225.43814928548707,212.36922203954197
2024-10-23,223.99100890800133,208.93056204638094
2024-10-24,223.18466088505832,212.12775917718804
2024-10-25,222.60880629036498,215.62565383597115
2024-10-28,221.84079095656173,215.64409026385107
2024-10-29,220.9210313344228,213.99182772353126
2024-10-30,219.92800608974846,212.05617550683792
2024-10-31,218.6132537817447,207.82408740477868
2024-11-01,217.59767058589713,207.60492898534204
2024-11-04,216.7797946084215,208.83808719747284
2024-11-05,216.0965840110594,210.36303386594892
2024-11-06,216.2723325947229,218.29490139257067
2024-11-07,216.27375379631164,221.06518002354403
2024-11-08,216.17371955758586,221.49250628258898
2024-11-11,216.38987880281866,224.20104497059643
2024-11-12,216.20494159296945,222.10360824817755
2024-11-13,215.77316905263947,218.58101418229631
2024-11-14,215.79478347147912,220.2930821139889
2024-11-15,215.9535099934021,222.34254925412435
2024-11-18,216.51085235884815,226.8531358122593
2024-11-19,216.57450923725852,225.12971847777223
2024-11-20,216.72371911438663,224.79711630510536
2024-11-21,217.15091273693358,226.95739720564012
2024-11-22,217.41280352386755,226.76780792667046
2024-11-25,218.61053310856389,234.71379223346617
2024-11-26,218.94252230119503,231.8960245982194
2024-11-27,219.3743435583211,231.1641304280211
2024-11-29,219.98996102216287,232.39949705080477
2024-12-02,220.66797322123824,233.75082475066347
2024-12-03,221.30835145229983,234.32243153114766
2024-12-04,222.00363844546695,235.2528741971598
2024-12-05,222.18591215360127,231.514975432196
2024-12-06,222.65530026712366,231.96424985343512
2024-12-09,223.4415187942631,235.10678985771875
2024-12-10,224.1657702772478,236.5493853213951
2024-12-11,225.00949413972918,238.56949679330376
2024-12-12,225.56930173806484,237.46182324974853
2024-12-13,226.08262950164553,236.59265376546637
2024-12-16,226.23100969303343,233.1282818130513
2024-12-17,226.29140950108763,230.53986323735066
2024-12-18,225.31090083565937,220.24169484096214
2024-12-19,224.43747046629173,215.32009828131015
2024-12-20,223.4461665115214,211.5393756089581
2024-12-23,222.28038543153832,207.86690672988618
2024-12-24,221.55645981754668,209.49614989176962
2024-12-26,220.99956357955278,211.7762413090768
2024-12-27,220.2101640050869,210.94225105786103
2024-12-30,219.14942269716778,207.93134287890814
2024-12-31,218.26806824026278,207.515230613935
2025-01-02,217.4317810801711,207.42971614334044
2025-01-03,216.6249857715589,207.38173575842984
2025-01-06,216.54621341356278,213.3580012127239
2025-01-07,216.38989168012552,215.89433775340956
2025-01-08,216.10365784069563,215.9900037268424
2025-01-10,215.6254759955063,214.15807653618427
2025-01-13,215.27498593569578,213.98409849299972
2025-01-14,214.73770227482524,212.0841042930523
2025-01-15,214.57360737828367,214.0147582872938
2025-01-16,214.62327478022345,216.80785616318616
2025-01-17,215.0174798964242,221.2383560887019
2025-01-21,215.63932324450536,225.63431838905797
2025-01-22,216.5013708809493,230.15093258468113
2025-01-23,217.5020003720797,233.9071018721767
2025-01-24,218.35422937869126,234.8023899808435
2025-01-27,218.94310153458954,233.10003296616412
2025-01-28,219.2702634267086,229.9511996909386
2025-01-29,219.4728028495698,227.17602849911515
2025-01-30,219.72632324362536,226.1452842760463
2025-01-31,219.5664305269294,222.12769976960516
2025-02-03,219.2041594559386,218.17903270119604
2025-02-04,218.79260235718598,215.56750711545072
2025-02-05,218.5070875698433,215.21043973693142
2025-02-06,218.36796789846804,216.30169670600333
2025-02-07,217.73280856829524,212.66762191687263
2025-02-10,217.22635281022258,211.63940642976792
2025-02-11,216.64958404064046,210.38693508164906
2025-02-12,215.76932273715082,206.96728442892513
2025-02-13,214.90560164856637,205.01663160190952
2025-02-14,214.2080809964505,205.1800517012138
2025-02-18,213.25537435739042,202.91267826476712
2025-02-19,212.3232496017569,201.58020853670644
2025-02-20,211.19934251381486,198.9390893366496
2025-02-21,209.6416754552763,193.42869011527785
2025-02-24,208.18252906691038,190.80755104856962
2025-02-25,206.53427855518495,187.35509142498321
2025-02-26,205.26698095188874,188.28899400067849
2025-02-27,203.71543796882943,186.0063952016716
2025-02-28,202.32594477421128,185.66563813599845
2025-03-03,200.23951365881678,179.03245148861782
2025-03-04,197.9245814547881,172.7518782646578
2025-03-05,196.00680185402237,172.0358584330226
2025-03-06,194.04801158961672,170.7403087080017
2025-03-07,192.30473264396917,171.27669675154775
2025-03-10,189.98573960799513,166.03434701497872
2025-03-11,187.90060181732088,164.38281961813357
2025-03-12,185.8887219047299,163.41627626890977
2025-03-13,183.72182270821736,160.8593311101875
2025-03-14,182.03673191812643,162.84520832894202
2025-03-17,180.66195413616722,165.98390771144872
2025-03-18,179.03758200387597,164.96845197405986
2025-03-19,177.6062276424356,165.36286607488643
2025-03-20,176.42707959496497,167.10784169297477
2025-03-21,175.3028973995957,167.96140542594824
2025-03-24,174.35754638438564,169.39060794266788
2025-03-25,173.4450185915504,169.9290770154969
2025-03-26,172.3593191263804,168.2096139982919
2025-03-27,171.19734108000492,166.04544438807895
2025-03-28,169.77523096230743,162.06632634317603
2025-03-31,168.41091285385744,159.78601275134284
2025-04-01,167.0740155973351,158.2363171508086
2025-04-02,166.19422068471397,160.80796956864535
"
3280,US,technical,"From July 24, 2019 to April 03, 2020, how many times did a golden cross occur between the 60-day and 20-day Triple Exponential Moving Average lines for Parker Hannifin? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",7.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2018-02-15,184.6300048828125
2018-02-16,183.22000122070312
2018-02-20,181.6100006103516
2018-02-21,181.3000030517578
2018-02-22,183.9199981689453
2018-02-23,183.57000732421875
2018-02-26,185.5500030517578
2018-02-27,181.88999938964844
2018-02-28,178.47000122070312
2018-03-01,177.3000030517578
2018-03-02,175.5500030517578
2018-03-05,177.1199951171875
2018-03-06,177.83999633789062
2018-03-07,176.38999938964844
2018-03-08,181.16000366210935
2018-03-09,186.5800018310547
2018-03-12,182.3600006103516
2018-03-13,181.8600006103516
2018-03-14,179.4600067138672
2018-03-15,180.0800018310547
2018-03-16,182.7100067138672
2018-03-19,181.8999938964844
2018-03-20,180.38999938964844
2018-03-21,181.75
2018-03-22,175.8699951171875
2018-03-23,169.24000549316406
2018-03-26,174.6199951171875
2018-03-27,170.36000061035156
2018-03-28,168.14999389648438
2018-03-29,171.02999877929688
2018-04-02,166.5800018310547
2018-04-03,168.75999450683594
2018-04-04,170.9499969482422
2018-04-05,172.17999267578125
2018-04-06,167.44000244140625
2018-04-09,167.22999572753906
2018-04-10,172.41000366210938
2018-04-11,170.36000061035156
2018-04-12,172.55999755859375
2018-04-13,172.47999572753906
2018-04-16,174.52000427246094
2018-04-17,175.85000610351562
2018-04-18,178.4600067138672
2018-04-19,176.17999267578125
2018-04-20,176.38999938964844
2018-04-23,171.9600067138672
2018-04-24,163.35000610351562
2018-04-25,168.27000427246094
2018-04-26,162.5500030517578
2018-04-27,164.3800048828125
2018-04-30,164.6199951171875
2018-05-01,167.97000122070312
2018-05-02,167.82000732421875
2018-05-03,168.3699951171875
2018-05-04,170.9499969482422
2018-05-07,170.50999450683594
2018-05-08,171.11000061035156
2018-05-09,174.5399932861328
2018-05-10,174.25
2018-05-11,175.1199951171875
2018-05-14,176.42999267578125
2018-05-15,176.66000366210938
2018-05-16,176.8699951171875
2018-05-17,178.32000732421875
2018-05-18,179.08999633789062
2018-05-21,182.42999267578125
2018-05-22,178.22000122070312
2018-05-23,177.83999633789062
2018-05-24,177.47999572753906
2018-05-25,177.1300048828125
2018-05-29,172.72999572753906
2018-05-30,175.1999969482422
2018-05-31,170.89999389648438
2018-06-01,172.7100067138672
2018-06-04,172.22999572753906
2018-06-05,173.07000732421875
2018-06-06,174.17999267578125
2018-06-07,175.47999572753906
2018-06-08,174.7100067138672
2018-06-11,174.5
2018-06-12,174.1699981689453
2018-06-13,172.13999938964844
2018-06-14,171.91000366210938
2018-06-15,170.9199981689453
2018-06-18,169.5500030517578
2018-06-19,163.61000061035156
2018-06-20,164.47000122070312
2018-06-21,158.5
2018-06-22,157.3800048828125
2018-06-25,155.75999450683594
2018-06-26,155.8300018310547
2018-06-27,153.9600067138672
2018-06-28,154.8300018310547
2018-06-29,155.85000610351562
2018-07-02,156.08999633789062
2018-07-03,156.80999755859375
2018-07-05,157.0800018310547
2018-07-06,156.82000732421875
2018-07-09,159.7899932861328
2018-07-10,160.02999877929688
2018-07-11,157.9600067138672
2018-07-12,158.60000610351562
2018-07-13,161.50999450683594
2018-07-16,157.6999969482422
2018-07-17,158.75
2018-07-18,162.10000610351562
2018-07-19,165.0800018310547
2018-07-20,163.47000122070312
2018-07-23,159.77000427246094
2018-07-24,161.72999572753906
2018-07-25,163.14999389648438
2018-07-26,165.17999267578125
2018-07-27,164.4199981689453
2018-07-30,163.50999450683594
2018-07-31,169.0500030517578
2018-08-01,165.66000366210938
2018-08-02,171.57000732421875
2018-08-03,172.50999450683594
2018-08-06,174.3000030517578
2018-08-07,174.08999633789062
2018-08-08,172.77999877929688
2018-08-09,170.99000549316406
2018-08-10,168.0
2018-08-13,167.27999877929688
2018-08-14,166.2100067138672
2018-08-15,166.49000549316406
2018-08-16,168.24000549316406
2018-08-17,169.57000732421875
2018-08-20,170.10000610351562
2018-08-21,172.07000732421875
2018-08-22,170.67999267578125
2018-08-23,169.0800018310547
2018-08-24,171.52999877929688
2018-08-27,174.66000366210938
2018-08-28,175.13999938964844
2018-08-29,175.80999755859375
2018-08-30,175.08999633789062
2018-08-31,175.60000610351562
2018-09-04,174.74000549316406
2018-09-05,176.55999755859375
2018-09-06,177.8300018310547
2018-09-07,177.72000122070312
2018-09-10,180.32000732421875
2018-09-11,180.1999969482422
2018-09-12,183.3500061035156
2018-09-13,184.67999267578125
2018-09-14,187.1499938964844
2018-09-17,187.4499969482422
2018-09-18,188.88999938964844
2018-09-19,190.47999572753903
2018-09-20,190.50999450683597
2018-09-21,190.5800018310547
2018-09-24,189.63999938964844
2018-09-25,188.2700042724609
2018-09-26,186.77999877929688
2018-09-27,186.5
2018-09-28,183.92999267578125
2018-10-01,184.8699951171875
2018-10-02,184.8600006103516
2018-10-03,185.3999938964844
2018-10-04,184.97000122070312
2018-10-05,182.3699951171875
2018-10-08,181.47000122070312
2018-10-09,178.36000061035156
2018-10-10,172.1300048828125
2018-10-11,165.60000610351562
2018-10-12,167.3000030517578
2018-10-15,163.52999877929688
2018-10-16,165.10000610351562
2018-10-17,162.5399932861328
2018-10-18,159.3300018310547
2018-10-19,157.8699951171875
2018-10-22,157.4499969482422
2018-10-23,152.02999877929688
2018-10-24,146.5
2018-10-25,146.6999969482422
2018-10-26,145.4600067138672
2018-10-29,145.22000122070312
2018-10-30,148.30999755859375
2018-10-31,151.6300048828125
2018-11-01,159.35000610351562
2018-11-02,161.64999389648438
2018-11-05,164.10000610351562
2018-11-06,167.1699981689453
2018-11-07,171.02999877929688
2018-11-08,171.0
2018-11-09,167.3300018310547
2018-11-12,165.0500030517578
2018-11-13,164.44000244140625
2018-11-14,166.72000122070312
2018-11-15,169.94000244140625
2018-11-16,171.30999755859375
2018-11-19,167.57000732421875
2018-11-20,163.7100067138672
2018-11-21,164.47000122070312
2018-11-23,163.5399932861328
2018-11-26,166.2899932861328
2018-11-27,164.32000732421875
2018-11-28,168.9199981689453
2018-11-29,168.89999389648438
2018-11-30,172.0399932861328
2018-12-03,175.17999267578125
2018-12-04,166.47000122070312
2018-12-06,163.32000732421875
2018-12-07,157.0399932861328
2018-12-10,156.3000030517578
2018-12-11,153.8300018310547
2018-12-12,155.92999267578125
2018-12-13,154.3699951171875
2018-12-14,151.02000427246094
2018-12-17,149.85000610351562
2018-12-18,148.6999969482422
2018-12-19,147.63999938964844
2018-12-20,145.8699951171875
2018-12-21,145.5800018310547
2018-12-24,141.11000061035156
2018-12-26,148.1699981689453
2018-12-27,149.9600067138672
2018-12-28,148.25
2018-12-31,149.13999938964844
2019-01-02,150.38999938964844
2019-01-03,144.83999633789062
2019-01-04,151.3300018310547
2019-01-07,151.8800048828125
2019-01-08,155.0500030517578
2019-01-09,156.25
2019-01-10,157.9600067138672
2019-01-11,157.97999572753906
2019-01-14,156.1699981689453
2019-01-15,154.39999389648438
2019-01-16,155.82000732421875
2019-01-17,159.52000427246094
2019-01-18,162.49000549316406
2019-01-22,158.35000610351562
2019-01-23,156.80999755859375
2019-01-24,158.07000732421875
2019-01-25,160.99000549316406
2019-01-28,157.66000366210938
2019-01-29,162.1199951171875
2019-01-30,165.0
2019-01-31,164.80999755859375
2019-02-01,164.38999938964844
2019-02-04,165.49000549316406
2019-02-05,166.2100067138672
2019-02-06,166.0
2019-02-07,162.30999755859375
2019-02-08,162.08999633789062
2019-02-11,163.83999633789062
2019-02-12,170.08999633789062
2019-02-13,171.3699951171875
2019-02-14,169.07000732421875
2019-02-15,173.66000366210938
2019-02-19,173.3300018310547
2019-02-20,175.33999633789062
2019-02-21,174.94000244140625
2019-02-22,175.77000427246094
2019-02-25,176.25
2019-02-26,175.24000549316406
2019-02-27,177.5399932861328
2019-02-28,176.16000366210938
2019-03-01,176.0500030517578
2019-03-04,174.57000732421875
2019-03-05,174.3699951171875
2019-03-06,172.24000549316406
2019-03-07,170.3699951171875
2019-03-08,169.02999877929688
2019-03-11,172.08999633789062
2019-03-12,171.0500030517578
2019-03-13,172.58999633789062
2019-03-14,169.99000549316406
2019-03-15,170.77000427246094
2019-03-18,174.05999755859375
2019-03-19,172.5800018310547
2019-03-20,168.91000366210938
2019-03-21,169.50999450683594
2019-03-22,163.38999938964844
2019-03-25,163.72000122070312
2019-03-26,165.3699951171875
2019-03-27,166.60000610351562
2019-03-28,169.55999755859375
2019-03-29,171.6199951171875
2019-04-01,177.8699951171875
2019-04-02,177.52000427246094
2019-04-03,179.47000122070312
2019-04-04,181.6699981689453
2019-04-05,183.3999938964844
2019-04-08,184.55999755859372
2019-04-09,180.91000366210935
2019-04-10,183.0500030517578
2019-04-11,185.8699951171875
2019-04-12,188.63999938964844
2019-04-15,187.8600006103516
2019-04-16,188.6199951171875
2019-04-17,188.1499938964844
2019-04-18,189.9199981689453
2019-04-22,189.92999267578125
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2019-07-16,165.05819864810732,168.01146278189466
2019-07-17,165.13969568581768,167.98802932619347
2019-07-18,165.06580628465338,167.54305739717702
2019-07-19,165.36517940592225,168.16821062607167
2019-07-22,165.71286903508692,168.84950217213762
2019-07-23,166.64891322733598,171.05457152186528
2019-07-24,167.67615220580583,173.24955749753033
2019-07-25,168.54720781944096,174.7692657489864
2019-07-26,169.13443137335287,175.35434209951234
2019-07-29,169.48416539536314,175.24853616413574
2019-07-30,170.1928970115598,176.16283571801154
2019-07-31,170.69177600384995,176.42592072813
2019-08-01,170.9463440869837,176.0253132366524
2019-08-02,170.81508260406207,174.6561006670072
2019-08-05,170.16582039809242,172.07292657433743
2019-08-06,169.89926310933154,170.87121712418804
2019-08-07,169.42002780551067,169.25527797881105
2019-08-08,169.23698678766726,168.65704602953798
2019-08-09,168.78688649121457,167.41426840293636
2019-08-12,168.07955732309264,165.62786837149417
2019-08-13,167.81245625721806,165.25857103105625
2019-08-14,166.92205124169186,163.2321503868984
2019-08-15,165.96856179511948,161.27069725275112
2019-08-16,165.47820543346262,160.79290853399965
2019-08-19,165.35685346924083,161.3576871755286
2019-08-20,165.066952070892,161.37279612237506
2019-08-21,164.85739571206486,161.58272564308695
2019-08-22,164.69933451617067,161.88471088201655
2019-08-23,163.9433143885623,160.49772289103188
2019-08-26,163.2896064008992,159.53203854876784
2019-08-27,162.6121257663078,158.58885931501504
2019-08-28,162.1202727460574,158.2325438534358
2019-08-29,162.12693966932773,159.24225763036767
2019-08-30,162.2926606595542,160.528290858348
2019-09-03,161.9950899197716,160.36453541056503
2019-09-04,161.9340849283332,160.8353431082076
2019-09-05,162.68354191754204,163.42874510621817
2019-09-06,163.56464832410603,166.04340528302828
2019-09-09,164.77004308629802,169.21061405720945
2019-09-10,166.26470611186141,172.77832707525798
2019-09-11,167.9661934123712,176.48552751410395
2019-09-12,169.28615280846174,178.7252482206035
2019-09-13,170.58028893750782,180.6558205512358
2019-09-16,171.49914656400145,181.37117473753727
2019-09-17,172.35170678484428,181.8667580173456
2019-09-18,173.14452460937056,182.19108149479706
2019-09-19,173.76482333848313,182.06069987425144
2019-09-20,174.26231867595928,181.6679934137569
2019-09-23,175.1061880601682,182.3237917448571
2019-09-24,175.57133337902098,181.92665463547624
2019-09-25,176.31564591501245,182.39791138878846
2019-09-26,176.9229685784071,182.4990499346388
2019-09-27,177.51786994942557,182.61544131615022
2019-09-30,178.0827476666983,182.69768169646207
2019-10-01,178.14052963408392,181.4499349907173
2019-10-02,177.76854760500228,179.24156046039434
2019-10-03,177.49818996135414,177.63081336488221
2019-10-04,177.48311495879963,176.95720836727335
2019-10-07,177.09415428923512,175.3878643489598
2019-10-08,176.31854164982744,172.99117292029766
2019-10-09,175.7051503080083,171.35499038946554
2019-10-10,175.40396713863515,170.7878077188662
2019-10-11,175.9662702535014,172.65714200692196
2019-10-14,176.37416493702395,173.89430581866515
2019-10-15,176.95141090285028,175.46100953425133
2019-10-16,177.4574605198469,176.66470382562338
2019-10-17,178.21829217186144,178.44072736660507
2019-10-18,179.04105368410137,180.19799153206822
2019-10-21,179.69574470623436,181.31672596871564
2019-10-22,180.6353424765085,183.11257694031156
2019-10-23,181.56503404373683,184.70444945646602
2019-10-24,182.26222988838376,185.5154568277992
2019-10-25,183.37818571617544,187.4184919656032
2019-10-28,184.3828975230141,188.84134099061995
2019-10-29,185.5589498993671,190.61736806059275
2019-10-30,186.74622558563678,192.27259368774605
2019-10-31,186.85174153106706,190.8484176633362
2019-11-01,188.12156098163715,192.8386413746783
2019-11-04,189.5571347180729,195.10999747528086
2019-11-05,190.89387184398592,196.9138532877245
2019-11-06,192.18117134576914,198.44758437822546
2019-11-07,193.3777547744871,199.63648149115159
2019-11-08,194.51453986204365,200.61062712130627
2019-11-11,195.49584255665786,201.1383897524366
2019-11-12,196.27791238930772,201.15649423038064
2019-11-13,196.79045346729174,200.53528061417558
2019-11-14,197.1467910593357,199.65912364430565
2019-11-15,197.69387354906175,199.50090940311313
2019-11-18,198.18333355842654,199.293930005512
2019-11-19,198.59595891625636,198.98946317365207
2019-11-20,198.8472088299379,198.3662296010718
2019-11-21,199.23875992153677,198.28142287615168
2019-11-22,199.69690202296783,198.46577110879406
2019-11-25,200.50759272454476,199.6638948148075
2019-11-26,201.08927874223812,200.1681894450996
2019-11-27,201.56597824558014,200.40089282390207
2019-11-29,201.8977487423748,200.28491642361965
2019-12-02,202.06825141082044,199.81583137558687
2019-12-03,202.0860985626361,199.05658710986185
2019-12-04,202.21356154887474,198.75271142049905
2019-12-05,202.50280828900816,198.98717673603406
2019-12-06,203.0415658598574,199.93133078902528
2019-12-09,203.44447019800631,200.44849776135828
2019-12-10,203.89345134108171,201.08598791309797
2019-12-11,204.67579531617693,202.61172260543455
2019-12-12,205.6746885350486,204.60121032027752
2019-12-13,206.32669895149385,205.4664095721619
2019-12-16,207.0260421189232,206.42027526367912
2019-12-17,207.2964986909363,206.155492875472
2019-12-18,207.80239183098675,206.62932704017948
2019-12-19,208.2344935580043,206.90847542354322
2019-12-20,208.6793883560829,207.2519398467846
2019-12-23,209.20667932126537,207.84091587029246
2019-12-24,209.51789427309896,207.83205952701317
2019-12-26,209.90678975393524,208.0973968238151
2019-12-27,210.19520779151856,208.1169203233105
2019-12-30,210.33164684197982,207.77865499194525
2019-12-31,210.44979183098374,207.48785866273886
2020-01-02,210.9212507988486,208.24865286544252
2020-01-03,211.0666517562826,208.08124242266715
2020-01-06,211.19643109246564,207.9428491393642
2020-01-07,211.26326229495538,207.69859893760582
2020-01-08,211.32472779118186,207.51567000398722
2020-01-09,211.41568210930356,207.47899415400533
2020-01-10,211.31366070621775,206.9622789880011
2020-01-13,211.46823418394075,207.24589024310177
2020-01-14,211.47386264910523,207.125516260316
2020-01-15,211.33085732495505,206.64911696727214
2020-01-16,211.41362943051934,206.87723387068476
2020-01-17,211.40716293191628,206.86389252976056
2020-01-21,210.91773223520113,205.56372283861873
2020-01-22,210.1329986519078,203.63980343241624
2020-01-23,209.6798888228671,202.86912049677034
2020-01-24,208.90955039153445,201.33769868403377
2020-01-27,207.7736200646756,198.99994024902526
2020-01-28,206.9665550533125,197.83763951624803
2020-01-29,206.41471831052058,197.5002423399978
2020-01-30,206.4744198653351,198.85440220468632
2020-01-31,205.62284727651272,197.54499612061494
2020-02-03,205.05175633654582,197.14002890921628
2020-02-04,205.27190539337835,198.9177579025709
2020-02-05,205.88325503298356,201.52471979397208
2020-02-06,206.39314392592644,203.52369989449056
2020-02-07,206.67083407819982,204.63838877832487
2020-02-10,207.07950969815371,205.97003537184582
2020-02-11,207.72199219691046,207.77643996471494
2020-02-12,208.4745004904468,209.6679718980632
2020-02-13,209.0878824863101,210.96152126857208
2020-02-14,209.54130433033134,211.67817964264907
2020-02-18,209.83822529156953,211.90097194345287
2020-02-19,210.2227743950079,212.35710477238732
2020-02-20,210.90813266129683,213.60106020114668
2020-02-21,211.53399230837465,214.5589092527812
2020-02-24,210.9609157580049,212.16396545776084
2020-02-25,209.59569139009983,207.92835966306387
2020-02-26,207.85381330750596,203.19668344840258
2020-02-27,205.86073868682755,198.35625688284895
2020-02-28,203.88344477117525,194.13160847891976
2020-03-02,202.77512824211829,192.75747365013353
2020-03-03,201.15801682022078,190.12347070786996
2020-03-04,200.41165756007854,190.13288815733992
2020-03-05,198.1785662610215,186.03499920482204
2020-03-06,194.8107627761244,179.27703305912286
2020-03-09,189.90181766494672,169.053648951507
2020-03-10,186.60895847521866,164.3586868966267
2020-03-11,182.35625509022708,157.47695824562243
2020-03-12,176.74652239513014,147.56834747791885
2020-03-13,172.45727541351755,142.26536831369768
2020-03-16,166.31537735327365,132.33546827884737
2020-03-17,161.09130148882662,125.85986912619583
2020-03-18,154.27496897616058,115.55016642117229
2020-03-19,148.09228989406083,107.90518272864679
2020-03-20,142.16949858755646,101.55159987778751
2020-03-23,136.20129096189126,95.47501207519821
2020-03-24,132.3677967784727,95.56007339501335
2020-03-25,129.87069615227193,98.87388038140082
2020-03-26,127.96096849187427,102.9883792248088
2020-03-27,125.33668634496308,104.27030460900866
2020-03-30,123.79018451483344,107.95692804448868
2020-03-31,122.33040175126831,111.06780638117556
2020-04-01,119.71286986456039,110.29635651735714
2020-04-02,117.57272745068468,110.57762891216504
2020-04-03,115.32992322383737,110.20948802096453
"
3281,US,technical,"How many golden cross occurred between the 10-day and 20-day Triple Exponential Moving Average lines for Centene Corporation from April 26, 2021 to April 01, 2022? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2020-10-30,59.09999847412109
2020-11-02,62.380001068115234
2020-11-03,64.63999938964844
2020-11-04,63.9900016784668
2020-11-05,67.87999725341797
2020-11-06,67.93000030517578
2020-11-09,68.81999969482422
2020-11-10,71.12000274658203
2020-11-11,69.4000015258789
2020-11-12,68.83000183105469
2020-11-13,69.05000305175781
2020-11-16,67.66999816894531
2020-11-17,67.27999877929688
2020-11-18,65.95999908447266
2020-11-19,63.61000061035156
2020-11-20,62.959999084472656
2020-11-23,63.91999816894531
2020-11-24,63.38999938964844
2020-11-25,62.18999862670898
2020-11-27,63.16999816894531
2020-11-30,61.650001525878906
2020-12-01,62.869998931884766
2020-12-02,63.84000015258789
2020-12-03,63.68000030517578
2020-12-04,64.5999984741211
2020-12-07,64.56999969482422
2020-12-08,65.01000213623047
2020-12-09,63.45000076293945
2020-12-10,61.310001373291016
2020-12-11,60.709999084472656
2020-12-14,59.72999954223633
2020-12-15,60.380001068115234
2020-12-16,61.02999877929688
2020-12-17,62.09000015258789
2020-12-18,61.150001525878906
2020-12-21,58.68999862670898
2020-12-22,58.06999969482422
2020-12-23,58.68000030517578
2020-12-24,58.02000045776367
2020-12-28,58.83000183105469
2020-12-29,59.02999877929688
2020-12-30,58.91999816894531
2020-12-31,60.02999877929688
2021-01-04,62.09000015258789
2021-01-05,61.06999969482422
2021-01-06,67.66000366210938
2021-01-07,69.75
2021-01-08,68.20999908447266
2021-01-11,68.68000030517578
2021-01-12,68.13999938964844
2021-01-13,66.51000213623047
2021-01-14,65.02999877929688
2021-01-15,63.9900016784668
2021-01-19,62.790000915527344
2021-01-20,62.41999816894531
2021-01-21,62.75
2021-01-22,61.5099983215332
2021-01-25,60.93000030517578
2021-01-26,60.09999847412109
2021-01-27,58.41999816894531
2021-01-28,60.77000045776367
2021-01-29,60.29999923706055
2021-02-01,59.59999847412109
2021-02-02,59.63999938964844
2021-02-03,60.47999954223633
2021-02-04,60.400001525878906
2021-02-05,58.880001068115234
2021-02-08,58.2400016784668
2021-02-09,60.27000045776367
2021-02-10,61.060001373291016
2021-02-11,59.970001220703125
2021-02-12,59.20000076293945
2021-02-16,58.18999862670898
2021-02-17,58.61000061035156
2021-02-18,58.72999954223633
2021-02-19,57.970001220703125
2021-02-22,58.27999877929688
2021-02-23,59.29999923706055
2021-02-24,59.34999847412109
2021-02-25,58.7599983215332
2021-02-26,58.540000915527344
2021-03-01,59.38999938964844
2021-03-02,59.13999938964844
2021-03-03,58.79999923706055
2021-03-04,59.290000915527344
2021-03-05,60.52000045776367
2021-03-08,61.720001220703125
2021-03-09,61.4900016784668
2021-03-10,61.59000015258789
2021-03-11,61.88999938964844
2021-03-12,62.900001525878906
2021-03-15,62.79999923706055
2021-03-16,62.970001220703125
2021-03-17,61.88999938964844
2021-03-18,63.56999969482422
2021-03-19,64.23999786376953
2021-03-22,64.45999908447266
2021-03-23,64.05999755859375
2021-03-24,64.94000244140625
2021-03-25,64.94000244140625
2021-03-26,64.86000061035156
2021-03-29,65.63999938964844
2021-03-30,65.37999725341797
2021-03-31,63.90999984741211
2021-04-01,63.25
2021-04-05,63.959999084472656
2021-04-06,62.63999938964844
2021-04-07,62.619998931884766
2021-04-08,61.540000915527344
2021-04-09,62.61000061035156
2021-04-12,62.43000030517578
2021-04-13,62.22999954223633
2021-04-14,62.58000183105469
2021-04-15,64.23999786376953
2021-04-16,64.95999908447266
2021-04-19,65.37999725341797
2021-04-20,65.43000030517578
2021-04-21,65.48999786376953
2021-04-22,64.63999938964844
2021-04-23,65.37000274658203
2021-04-26,66.0
2021-04-27,61.310001373291016
2021-04-28,59.4900016784668
2021-04-29,60.59000015258789
2021-04-30,61.7400016784668
2021-05-03,62.41999816894531
2021-05-04,64.55999755859375
2021-05-05,65.29000091552734
2021-05-06,65.19000244140625
2021-05-07,70.44999694824219
2021-05-10,69.55999755859375
2021-05-11,68.05999755859375
2021-05-12,69.63999938964844
2021-05-13,68.38999938964844
2021-05-14,69.19999694824219
2021-05-17,70.55999755859375
2021-05-18,70.7300033569336
2021-05-19,70.87999725341797
2021-05-20,71.80000305175781
2021-05-21,73.7300033569336
2021-05-24,73.91999816894531
2021-05-25,73.95999908447266
2021-05-26,73.48999786376953
2021-05-27,73.72000122070312
2021-05-28,73.5999984741211
2021-06-01,73.27999877929688
2021-06-02,72.61000061035156
2021-06-03,72.41000366210938
2021-06-04,71.44000244140625
2021-06-07,71.27999877929688
2021-06-08,71.55000305175781
2021-06-09,71.66000366210938
2021-06-10,71.0199966430664
2021-06-11,70.80999755859375
2021-06-14,68.77999877929688
2021-06-15,70.0
2021-06-16,72.62000274658203
2021-06-17,74.30999755859375
2021-06-18,71.69000244140625
2021-06-21,72.16999816894531
2021-06-22,72.19999694824219
2021-06-23,73.08999633789062
2021-06-24,72.80000305175781
2021-06-25,73.9000015258789
2021-06-28,74.30000305175781
2021-06-29,73.75
2021-06-30,72.93000030517578
2021-07-01,73.66000366210938
2021-07-02,73.87999725341797
2021-07-06,73.61000061035156
2021-07-07,74.13999938964844
2021-07-08,72.66000366210938
2021-07-09,73.51000213623047
2021-07-12,74.69999694824219
2021-07-13,74.56999969482422
2021-07-14,73.7699966430664
2021-07-15,73.30000305175781
2021-07-16,72.66000366210938
2021-07-19,71.37000274658203
2021-07-20,71.66999816894531
2021-07-21,72.91000366210938
2021-07-22,73.1500015258789
2021-07-23,73.45999908447266
2021-07-26,72.66999816894531
2021-07-27,70.47000122070312
2021-07-28,69.7300033569336
2021-07-29,69.08000183105469
2021-07-30,68.61000061035156
2021-08-02,70.30999755859375
2021-08-03,69.33000183105469
2021-08-04,69.08999633789062
2021-08-05,67.2300033569336
2021-08-06,66.80000305175781
2021-08-09,66.19000244140625
2021-08-10,64.98999786376953
2021-08-11,64.44999694824219
2021-08-12,63.11000061035156
2021-08-13,63.06999969482422
2021-08-16,64.05999755859375
2021-08-17,65.41000366210938
2021-08-18,63.81999969482422
2021-08-19,63.90999984741211
2021-08-20,64.30999755859375
2021-08-23,64.52999877929688
2021-08-24,64.58000183105469
2021-08-25,63.560001373291016
2021-08-26,63.58000183105469
2021-08-27,63.97999954223633
2021-08-30,63.22999954223633
2021-08-31,62.97999954223633
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2021-12-03,70.56653754254481,72.32037026121448
2021-12-06,70.71193643188349,72.03145865291525
2021-12-07,71.59942893223828,72.22246419314838
2021-12-08,72.44876722378044,72.50832491903404
2021-12-09,73.48429451869944,73.00285041270787
2021-12-10,75.79759050091813,74.33791742658666
2021-12-13,77.18218315061473,75.34993494933822
2021-12-14,79.72628069012285,77.12914291503522
2021-12-15,82.0148688354837,78.95378956836782
2021-12-16,83.28229676822592,80.33763127375698
2021-12-17,84.00781114700548,81.44440215224884
2021-12-20,84.08867142003005,82.15882544011262
2021-12-21,84.27626126024636,82.85285236945042
2021-12-22,84.91426313172808,83.73881975608515
2021-12-23,85.39449248554905,84.51292951567594
2021-12-27,85.4563018240579,85.01200873609123
2021-12-28,85.44100169658097,85.39672552860415
2021-12-29,85.24561093507819,85.60775739907807
2021-12-30,84.94239919771097,85.67771295288759
2021-12-31,83.96567558620207,85.28134331288346
2022-01-03,83.38941975111547,84.98392627672855
2022-01-04,82.2768990954397,84.29968229589811
2022-01-05,80.95023829270977,83.37621093812352
2022-01-06,78.52556116849654,81.70288750922738
2022-01-07,76.957402717562,80.31910902787334
2022-01-10,76.669762104412,79.57065368821779
2022-01-11,77.55386144051371,79.52491213360699
2022-01-12,78.35718968005632,79.56916045092117
2022-01-13,78.74951215104811,79.49529108852836
2022-01-14,79.3530261667689,79.61284175306906
2022-01-18,78.94090054307495,79.23085146879494
2022-01-19,78.19759331512684,78.64305927012471
2022-01-20,78.33456421836222,78.51707619881033
2022-01-21,77.63750119538288,77.95385071001904
2022-01-24,77.37868536252681,77.60492150771591
2022-01-25,76.71630681778643,77.03145467344851
2022-01-26,75.84623666938242,76.30988492945349
2022-01-27,75.73192484842538,75.97828906595599
2022-01-28,76.15745706802555,75.98607776889013
2022-01-31,76.70475351871337,76.13934375860063
2022-02-01,76.73210701844445,76.073156000736
2022-02-02,77.61515989986356,76.52134245929419
2022-02-03,79.44006668615067,77.60657695326042
2022-02-04,80.21062543508123,78.25654621572102
2022-02-07,80.78875048745732,78.85116849708788
2022-02-08,83.33795073581895,80.60557758509442
2022-02-09,85.10333698606186,82.10989872834459
2022-02-10,85.374291545125,82.86163175177981
2022-02-11,85.07760592469779,83.24364463025194
2022-02-14,84.19587699164946,83.19651542441547
2022-02-15,84.4719960016891,83.6750031939468
2022-02-16,84.66334053604527,84.0831079491688
2022-02-17,84.1000605916334,84.03035079470796
2022-02-18,83.34043241585465,83.7718063555238
2022-02-22,82.47545345186202,83.35203497473579
2022-02-23,81.8968675193936,82.99772486926906
2022-02-24,81.284308545035,82.5625483779963
2022-02-25,82.10222080865873,82.89146691485041
2022-02-28,82.25522055731997,82.91822210656741
2022-03-01,82.6012371069503,83.06820432379297
2022-03-02,83.5245949803216,83.57857445314778
2022-03-03,84.17720546750023,84.01189930925617
2022-03-04,85.16617057454799,84.68379237268844
2022-03-07,84.63688476176088,84.55541986445445
2022-03-08,83.3816340821045,83.93745515400201
2022-03-09,83.10727445506885,83.75163170418918
2022-03-10,83.64428978507047,84.00284640884178
2022-03-11,83.5372503242481,83.93269728868391
2022-03-14,83.87822060504192,84.10538934407225
2022-03-15,84.68057402175113,84.57054768083746
2022-03-16,85.77380091834404,85.26879232093832
2022-03-17,86.97962089583862,86.11646140137076
2022-03-18,87.63417467856317,86.73294660881906
2022-03-21,87.5702530641327,86.96272981278
2022-03-22,87.84582288194196,87.34429521340826
2022-03-23,85.67103683996434,86.3115953600887
2022-03-24,85.20792454229304,86.03315750227429
2022-03-25,85.29613165035,86.02130667577195
2022-03-28,85.20075723561165,85.91023291161477
2022-03-29,85.00097046562662,85.729378773609
2022-03-30,85.52095070860335,85.94415992439933
2022-03-31,84.89125837266003,85.54956676970815
2022-04-01,85.07192056705348,85.5624246904394
"
3282,US,technical,"During December 09, 2022 to January 20, 2023, how many times did AvalonBay Communities's 60-day and 30-day Triple Exponential Moving Average lines form a golden cross? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2021-07-08,217.2700042724609
2021-07-09,220.8300018310547
2021-07-12,223.97000122070312
2021-07-13,221.22000122070312
2021-07-14,224.07000732421875
2021-07-15,224.92999267578125
2021-07-16,225.8699951171875
2021-07-19,223.1699981689453
2021-07-20,228.7400054931641
2021-07-21,228.17999267578125
2021-07-22,224.4499969482422
2021-07-23,226.8000030517578
2021-07-26,226.1999969482422
2021-07-27,228.27999877929688
2021-07-28,227.4499969482422
2021-07-29,229.9199981689453
2021-07-30,227.8300018310547
2021-08-02,228.80999755859372
2021-08-03,228.8999938964844
2021-08-04,227.8800048828125
2021-08-05,229.19000244140625
2021-08-06,228.9199981689453
2021-08-09,227.5399932861328
2021-08-10,222.77999877929688
2021-08-11,222.1999969482422
2021-08-12,222.3000030517578
2021-08-13,224.5500030517578
2021-08-16,225.1100006103516
2021-08-17,224.58999633789065
2021-08-18,222.8699951171875
2021-08-19,223.9499969482422
2021-08-20,224.6300048828125
2021-08-23,223.1499938964844
2021-08-24,221.7899932861328
2021-08-25,222.25999450683597
2021-08-26,224.38999938964844
2021-08-27,225.6199951171875
2021-08-30,228.22000122070312
2021-08-31,229.5800018310547
2021-09-01,232.6000061035156
2021-09-02,233.0200042724609
2021-09-03,232.8500061035156
2021-09-07,227.58999633789065
2021-09-08,230.4900054931641
2021-09-09,226.0
2021-09-10,223.5500030517578
2021-09-13,223.7100067138672
2021-09-14,224.2899932861328
2021-09-15,224.75
2021-09-16,223.67999267578125
2021-09-17,219.88999938964844
2021-09-20,220.47999572753903
2021-09-21,220.7100067138672
2021-09-22,223.47999572753903
2021-09-23,227.2700042724609
2021-09-24,226.41000366210935
2021-09-27,221.66000366210935
2021-09-28,222.1499938964844
2021-09-29,225.0
2021-09-30,221.63999938964844
2021-10-01,222.75999450683597
2021-10-04,224.7899932861328
2021-10-05,224.4600067138672
2021-10-06,226.3500061035156
2021-10-07,226.0399932861328
2021-10-08,223.8500061035156
2021-10-11,223.80999755859372
2021-10-12,226.5
2021-10-13,228.3000030517578
2021-10-14,232.38999938964844
2021-10-15,230.6300048828125
2021-10-18,230.0
2021-10-19,228.5
2021-10-20,233.0
2021-10-21,232.00999450683597
2021-10-22,232.75999450683597
2021-10-25,232.7700042724609
2021-10-26,234.41000366210935
2021-10-27,236.6300048828125
2021-10-28,239.1999969482422
2021-10-29,236.67999267578125
2021-11-01,235.1000061035156
2021-11-02,235.6000061035156
2021-11-03,236.72999572753903
2021-11-04,233.72000122070312
2021-11-05,237.83999633789065
2021-11-08,238.3800048828125
2021-11-09,240.1300048828125
2021-11-10,240.3600006103516
2021-11-11,241.0200042724609
2021-11-12,241.00999450683597
2021-11-15,245.42999267578125
2021-11-16,241.88999938964844
2021-11-17,243.8999938964844
2021-11-18,246.1199951171875
2021-11-19,242.00999450683597
2021-11-22,238.3800048828125
2021-11-23,242.72999572753903
2021-11-24,246.8600006103516
2021-11-26,239.38999938964844
2021-11-29,240.77999877929688
2021-11-30,238.8699951171875
2021-12-01,230.1000061035156
2021-12-02,238.4199981689453
2021-12-03,237.9600067138672
2021-12-06,240.8600006103516
2021-12-07,241.22999572753903
2021-12-08,245.4600067138672
2021-12-09,242.5200042724609
2021-12-10,244.8699951171875
2021-12-13,248.07000732421875
2021-12-14,244.2400054931641
2021-12-15,248.8999938964844
2021-12-16,245.91000366210935
2021-12-17,244.52999877929688
2021-12-20,241.5500030517578
2021-12-21,245.1699981689453
2021-12-22,247.17999267578125
2021-12-23,245.7700042724609
2021-12-27,249.6999969482422
2021-12-28,250.41000366210935
2021-12-29,252.5500030517578
2021-12-30,251.25999450683597
2021-12-31,252.58999633789065
2022-01-03,252.6199951171875
2022-01-04,255.1199951171875
2022-01-05,251.1499938964844
2022-01-06,251.92999267578125
2022-01-07,248.8699951171875
2022-01-10,248.63999938964844
2022-01-11,249.2100067138672
2022-01-12,250.72000122070312
2022-01-13,251.07000732421875
2022-01-14,248.67999267578125
2022-01-18,247.97999572753903
2022-01-19,245.97000122070312
2022-01-20,243.3699951171875
2022-01-21,242.0
2022-01-24,240.38999938964844
2022-01-25,241.5
2022-01-26,240.5
2022-01-27,237.2100067138672
2022-01-28,243.3600006103516
2022-01-31,244.22999572753903
2022-02-01,244.47999572753903
2022-02-02,251.6300048828125
2022-02-03,250.2100067138672
2022-02-04,247.3000030517578
2022-02-07,244.3699951171875
2022-02-08,240.4900054931641
2022-02-09,248.75
2022-02-10,242.0
2022-02-11,240.6699981689453
2022-02-14,238.1499938964844
2022-02-15,239.9600067138672
2022-02-16,239.8699951171875
2022-02-17,236.13999938964844
2022-02-18,235.08999633789065
2022-02-22,236.25
2022-02-23,234.3800048828125
2022-02-24,236.3699951171875
2022-02-25,244.0500030517578
2022-02-28,238.58999633789065
2022-03-01,234.17999267578125
2022-03-02,240.67999267578125
2022-03-03,243.1000061035156
2022-03-04,247.33999633789065
2022-03-07,244.5800018310547
2022-03-08,239.9499969482422
2022-03-09,244.4600067138672
2022-03-10,244.0200042724609
2022-03-11,241.1199951171875
2022-03-14,239.32000732421875
2022-03-15,240.22000122070312
2022-03-16,243.00999450683597
2022-03-17,245.97000122070312
2022-03-18,245.3800048828125
2022-03-21,244.8300018310547
2022-03-22,243.07000732421875
2022-03-23,241.44000244140625
2022-03-24,243.1999969482422
2022-03-25,247.2400054931641
2022-03-28,249.9900054931641
2022-03-29,258.260009765625
2022-03-30,251.9499969482422
2022-03-31,248.3699951171875
2022-04-01,254.44000244140625
2022-04-04,251.00999450683597
2022-04-05,249.44000244140625
2022-04-06,254.9499969482422
2022-04-07,249.33999633789065
2022-04-08,249.6100006103516
2022-04-11,246.25
2022-04-12,246.47999572753903
2022-04-13,247.6199951171875
2022-04-14,246.6100006103516
2022-04-18,244.0500030517578
2022-04-19,246.9199981689453
2022-04-20,253.5
2022-04-21,256.010009765625
2022-04-22,250.8500061035156
2022-04-25,248.4199981689453
2022-04-26,244.3500061035156
2022-04-27,240.77999877929688
2022-04-28,239.5
2022-04-29,227.47999572753903
2022-05-02,221.1499938964844
2022-05-03,222.44000244140625
2022-05-04,222.47999572753903
2022-05-05,216.72000122070312
2022-05-06,212.42999267578125
2022-05-09,203.72000122070312
2022-05-10,200.08999633789065
2022-05-11,203.47999572753903
2022-05-12,204.08999633789065
2022-05-13,207.2100067138672
2022-05-16,204.8500061035156
2022-05-17,207.83999633789065
2022-05-18,201.55999755859372
2022-05-19,199.3600006103516
2022-05-20,200.9499969482422
2022-05-23,204.19000244140625
2022-05-24,205.00999450683597
2022-05-25,204.94000244140625
2022-05-26,205.4499969482422
2022-05-27,210.91000366210935
2022-05-31,207.9600067138672
2022-06-01,207.57000732421875
2022-06-02,208.97000122070312
2022-06-03,205.0200042724609
2022-06-06,200.8000030517578
2022-06-07,204.8500061035156
2022-06-08,200.4900054931641
2022-06-09,194.8699951171875
2022-06-10,194.44000244140625
2022-06-13,186.75999450683597
2022-06-14,185.19000244140625
2022-06-15,187.5800018310547
2022-06-16,186.38999938964844
2022-06-17,190.9900054931641
2022-06-21,191.3999938964844
2022-06-22,191.88999938964844
2022-06-23,196.4900054931641
2022-06-24,195.1499938964844
2022-06-27,198.7700042724609
2022-06-28,197.05999755859372
2022-06-29,195.0800018310547
2022-06-30,194.25
2022-07-01,196.25
2022-07-05,194.2100067138672
2022-07-06,194.0200042724609
2022-07-07,192.58999633789065
2022-07-08,190.55999755859372
2022-07-11,190.5500030517578
2022-07-12,191.33999633789065
2022-07-13,190.5500030517578
2022-07-14,189.13999938964844
2022-07-15,192.7899932861328
2022-07-18,191.2400054931641
2022-07-19,195.4600067138672
2022-07-20,194.6300048828125
2022-07-21,196.0500030517578
2022-07-22,198.25
2022-07-25,197.5399932861328
2022-07-26,197.5399932861328
2022-07-27,202.08999633789065
2022-07-28,212.2400054931641
2022-07-29,213.94000244140625
2022-08-01,207.7700042724609
2022-08-02,204.5800018310547
2022-08-03,202.0500030517578
2022-08-04,203.8000030517578
2022-08-05,204.91000366210935
2022-08-08,206.44000244140625
2022-08-09,210.4199981689453
2022-08-10,213.72000122070312
2022-08-11,215.0800018310547
2022-08-12,218.16000366210935
2022-08-15,218.3800048828125
2022-08-16,219.2400054931641
2022-08-17,220.22000122070312
2022-08-18,216.5200042724609
2022-08-19,214.97999572753903
2022-08-22,210.3300018310547
2022-08-23,206.6699981689453
2022-08-24,209.97000122070312
2022-08-25,213.38999938964844
2022-08-26,209.32000732421875
2022-08-29,205.67999267578125
2022-08-30,203.1100006103516
2022-08-31,200.91000366210935
2022-09-01,203.9600067138672
2022-09-02,202.50999450683597
2022-09-06,207.1300048828125
2022-09-07,210.4499969482422
2022-09-08,211.8300018310547
2022-09-09,214.4600067138672
2022-09-12,214.22000122070312
2022-09-13,207.8500061035156
2022-09-14,205.0800018310547
2022-09-15,201.32000732421875
2022-09-16,201.97999572753903
2022-09-19,199.6300048828125
2022-09-20,192.8800048828125
2022-09-21,188.97000122070312
2022-09-22,188.47999572753903
2022-09-23,188.82000732421875
2022-09-26,184.19000244140625
2022-09-27,181.8000030517578
2022-09-28,186.41000366210935
2022-09-29,181.5
2022-09-30,184.19000244140625
2022-10-03,186.6199951171875
2022-10-04,188.16000366210935
2022-10-05,182.50999450683597
2022-10-06,177.6300048828125
2022-10-07,172.27999877929688
2022-10-10,170.86000061035156
2022-10-11,174.7100067138672
2022-10-12,171.6699981689453
2022-10-13,175.8699951171875
2022-10-14,169.5800018310547
2022-10-17,175.3800048828125
2022-10-18,177.75999450683594
2022-10-19,173.35000610351562
2022-10-20,172.02999877929688
2022-10-21,174.88999938964844
2022-10-24,173.1999969482422
2022-10-25,178.8000030517578
2022-10-26,174.55999755859375
2022-10-27,172.33999633789062
2022-10-28,175.60000610351562
2022-10-31,175.1199951171875
2022-11-01,175.2899932861328
2022-11-02,171.17999267578125
2022-11-03,170.10000610351562
2022-11-04,167.2899932861328
2022-11-07,162.02000427246094
2022-11-08,161.0500030517578
2022-11-09,158.97999572753906
2022-11-10,171.82000732421875
2022-11-11,167.11000061035156
2022-11-14,166.39999389648438
2022-11-15,168.97000122070312
2022-11-16,166.0800018310547
2022-11-17,165.1300048828125
2022-11-18,169.19000244140625
2022-11-21,168.69000244140625
2022-11-22,168.89999389648438
2022-11-23,168.52000427246094
2022-11-25,170.05999755859375
2022-11-28,168.07000732421875
2022-11-29,170.7899932861328
2022-11-30,174.89999389648438
2022-12-01,174.17999267578125
2022-12-02,172.57000732421875
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2023-01-20,170.35000610351562
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2022-06-01,203.21266894689586,198.31593442571284
2022-06-02,202.77220655340344,199.02012474878057
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2022-06-06,200.9136035569158,198.25367129664727
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2022-06-17,188.52289374230284,186.51110411272992
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2022-06-22,186.92314211148107,186.1869652624013
2022-06-23,186.70177702395998,187.0250256392937
2022-06-24,186.3950650200343,187.57568976703703
2022-06-27,186.480227786383,188.76991219933333
2022-06-28,186.42429102620648,189.55617828289817
2022-06-29,186.2101453817349,189.93169042726177
2022-06-30,185.95703610548952,190.15269332032315
2022-07-01,185.93647790826094,190.74890901365995
2022-07-05,185.7485858854534,190.93798084459843
2022-07-06,185.5798066312316,191.1034364125196
2022-07-07,185.31053917938561,191.02124345500567
2022-07-08,184.88984045225232,190.61182675411885
2022-07-11,184.51949144965982,190.2814292653845
2022-07-12,184.27218521404754,190.16468508384548
2022-07-13,183.9893640210252,189.9475046656688
2022-07-14,183.61403226242163,189.52899039430528
2022-07-15,183.6334900345118,189.85122646079589
2022-07-18,183.52705264559643,189.87753593286462
2022-07-19,183.8515552998329,190.6893801258433
2022-07-20,184.09806866766826,191.27060966128278
2022-07-21,184.48512511600595,192.05507225075144
2022-07-22,185.07724822744,193.15602017045987
2022-07-25,185.5835099970549,194.00289586128383
2022-07-26,186.07623870506384,194.75286091874102
2022-07-27,186.98860022615503,196.24032631344454
2022-07-28,188.82562267424444,199.38517781342807
2022-07-29,190.72215753251191,202.4418046323337
2022-08-01,191.9237442954944,203.98601494889516
2022-08-02,192.75743611622755,204.74124955259828
2022-08-03,193.30878324378725,204.92306321547989
2022-08-04,194.00257643062113,205.37834874467495
2022-08-05,194.76802665431623,205.95651434606265
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2022-08-09,196.84320061425302,208.08155812041142
2022-08-10,198.29138469815567,209.84789048579077
2022-08-11,199.78274617136083,211.61114809584168
2022-08-12,201.47699475438873,213.67988882913536
2022-08-15,203.08759176279315,215.4934033016495
2022-08-16,204.67956017581506,217.19575552797295
2022-08-17,206.2642971767201,218.81934418224913
2022-08-18,207.39567583005055,219.52251395099438
2022-08-19,208.30749211965409,219.8104111114637
2022-08-22,208.7171627282665,219.1712631151216
2022-08-23,208.75079205656863,217.90238237016072
2022-08-24,209.09483413021886,217.34842577780046
2022-08-25,209.74052199424554,217.44558801386736
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2022-08-30,209.421908498859,213.82641065416118
2022-08-31,208.84982136922747,211.9732792996178
2022-09-01,208.60300818261658,210.88416060491136
2022-09-02,208.23247752158372,209.65213151590424
2022-09-06,208.3240867225118,209.39925993422227
2022-09-07,208.72437202298977,209.76988422273934
2022-09-08,209.22859686278403,210.3345955123023
2022-09-09,209.94868720848342,211.2950066990917
2022-09-12,210.59714101614682,212.07974819027913
2022-09-13,210.59470408678274,211.59745265494166
2022-09-14,210.32575403209765,210.6592940696819
2022-09-15,209.71336250413594,209.1450305341616
2022-09-16,209.20064440219116,207.9316647072543
2022-09-19,208.49509584093053,206.43962367882767
2022-09-20,207.1908158172186,203.9095051762777
2022-09-21,205.59738872777785,200.9911309886365
2022-09-22,204.05992393168816,198.35997351322058
2022-09-23,202.65484400682692,196.13739215130155
2022-09-26,200.9015657011055,193.37674485754098
2022-09-27,199.0367473751412,190.55697348004236
2022-09-28,197.73493695991166,188.96089267305004
2022-09-29,196.05477384834634,186.71382613602992
2022-09-30,194.74486476422118,185.2787036685582
2022-10-03,193.75747240483642,184.5101505010781
2022-10-04,192.98773030288513,184.16470583817096
2022-10-05,191.7377594131139,182.88548592186987
2022-10-06,190.112342138769,180.92910833890434
2022-10-07,188.0917718273512,178.2973111302547
2022-10-10,186.07661838161883,175.79109791497046
2022-10-11,184.5692587203321,174.35496206775338
2022-10-12,182.8821883479803,172.608764950037
2022-10-13,181.71688583849988,171.9058466193885
2022-10-14,180.04207007527447,170.21453414685044
2022-10-17,179.0419214194187,169.85120693370516
2022-10-18,178.3480668545615,170.03004668080334
2022-10-19,177.2948228986491,169.4498953778683
2022-10-20,176.1997417403565,168.76396796631354
2022-10-21,175.4637639587186,168.7427052235185
2022-10-24,174.63100828325705,168.47661344604313
2022-10-25,174.40172770375807,169.31623700892231
2022-10-26,173.80054875695114,169.33622091900213
2022-10-27,173.04365939075907,169.00197387252686
2022-10-28,172.66277651723163,169.3497803402818
2022-10-31,172.2777623998541,169.6142649066789
2022-11-01,171.95067272172494,169.92098427652283
2022-11-02,171.2703488929007,169.48599610180835
2022-11-03,170.54795597102373,168.94976520529914
2022-11-04,169.62170565200014,168.01075542888128
2022-11-07,168.27085652599038,166.27338343923878
2022-11-08,166.93246900225594,164.61877602095672
2022-11-09,165.50162318655438,162.83968408662273
2022-11-10,165.4038732005632,163.65780023402598
2022-11-11,164.88313256439355,163.5656817947614
2022-11-14,164.34720521078827,163.39946966916622
2022-11-15,164.10922179036726,163.761671434955
2022-11-16,163.6302215871714,163.59418891843487
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2022-11-18,163.02874228462744,163.83963563869708
2022-11-21,162.92325660244182,164.24445137461632
2022-11-22,162.8626090694884,164.66864766883393
2022-11-23,162.78744983544334,165.000305561995
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2022-11-29,162.99278048121315,166.46052220541267
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2022-12-21,163.45234460515098,166.36440361024398
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2022-12-27,162.33923173585703,164.41349916959427
2022-12-28,161.89425890744303,163.66680736472276
2022-12-29,161.63869121136514,163.3121282734338
2022-12-30,161.3033372046672,162.81161261546043
2023-01-03,160.998929599255,162.38510948629198
2023-01-04,160.99372462670937,162.53879725126532
2023-01-05,160.39650830110912,161.53882494944708
2023-01-06,160.38652418917442,161.70376661863736
2023-01-09,160.27773784689546,161.65359270025397
2023-01-10,160.2362016032708,161.7189026755502
2023-01-11,160.86362217089314,163.0396015366954
2023-01-12,161.4977958078708,164.27779473344162
2023-01-13,161.87018859216502,164.93037963306585
2023-01-17,162.43299848982252,165.8981001153901
2023-01-18,162.8384078536484,166.5008850000381
2023-01-19,163.23022398287705,167.0377058930758
2023-01-20,163.76112922943298,167.80528199261056
"
3283,US,technical,"For CenterPoint Energy, how many times did the 5-day and 30-day Triple Exponential Moving Average lines produce a death cross between July 15, 2019 and January 28, 2020? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2018-10-23,27.670000076293945
2018-10-24,27.90999984741211
2018-10-25,27.75
2018-10-26,27.170000076293945
2018-10-29,27.21999931335449
2018-10-30,27.299999237060547
2018-10-31,27.01000022888184
2018-11-01,27.190000534057617
2018-11-02,26.959999084472656
2018-11-05,27.489999771118164
2018-11-06,27.799999237060547
2018-11-07,28.31999969482422
2018-11-08,28.059999465942383
2018-11-09,28.1299991607666
2018-11-12,28.100000381469727
2018-11-13,28.21999931335449
2018-11-14,27.459999084472656
2018-11-15,27.549999237060547
2018-11-16,27.729999542236328
2018-11-19,27.96999931335449
2018-11-20,27.850000381469727
2018-11-21,27.809999465942383
2018-11-23,27.649999618530277
2018-11-26,27.809999465942383
2018-11-27,27.950000762939453
2018-11-28,28.01000022888184
2018-11-29,27.739999771118164
2018-11-30,28.01000022888184
2018-12-03,28.3700008392334
2018-12-04,28.049999237060547
2018-12-06,28.170000076293945
2018-12-07,28.3799991607666
2018-12-10,28.459999084472656
2018-12-11,28.780000686645508
2018-12-12,28.88999938964844
2018-12-13,29.34000015258789
2018-12-14,29.299999237060547
2018-12-17,28.90999984741211
2018-12-18,28.299999237060547
2018-12-19,28.38999938964844
2018-12-20,28.399999618530277
2018-12-21,28.3700008392334
2018-12-24,27.21999931335449
2018-12-26,27.649999618530277
2018-12-27,28.09000015258789
2018-12-28,28.0
2018-12-31,28.229999542236328
2019-01-02,28.0
2019-01-03,28.15999984741211
2019-01-04,28.68000030517578
2019-01-07,28.790000915527344
2019-01-08,29.34000015258789
2019-01-09,28.979999542236328
2019-01-10,29.51000022888184
2019-01-11,29.3799991607666
2019-01-14,29.200000762939453
2019-01-15,29.290000915527344
2019-01-16,29.520000457763672
2019-01-17,29.540000915527344
2019-01-18,29.440000534057617
2019-01-22,29.61000061035156
2019-01-23,29.8700008392334
2019-01-24,30.1200008392334
2019-01-25,29.790000915527344
2019-01-28,29.86000061035156
2019-01-29,30.030000686645508
2019-01-30,30.209999084472656
2019-01-31,30.920000076293945
2019-02-01,30.809999465942383
2019-02-04,30.93000030517578
2019-02-05,30.82999992370605
2019-02-06,30.600000381469727
2019-02-07,30.809999465942383
2019-02-08,30.850000381469727
2019-02-11,30.790000915527344
2019-02-12,30.84000015258789
2019-02-13,30.76000022888184
2019-02-14,30.82999992370605
2019-02-15,30.88999938964844
2019-02-19,31.209999084472656
2019-02-20,30.979999542236328
2019-02-21,31.21999931335449
2019-02-22,31.399999618530277
2019-02-25,31.01000022888184
2019-02-26,30.93000030517578
2019-02-27,31.15999984741211
2019-02-28,30.13999938964844
2019-03-01,30.170000076293945
2019-03-04,30.34000015258789
2019-03-05,30.170000076293945
2019-03-06,30.100000381469727
2019-03-07,30.030000686645508
2019-03-08,30.030000686645508
2019-03-11,30.43000030517578
2019-03-12,30.68000030517578
2019-03-13,30.40999984741211
2019-03-14,30.40999984741211
2019-03-15,30.809999465942383
2019-03-18,30.57999992370605
2019-03-19,30.270000457763672
2019-03-20,30.26000022888184
2019-03-21,30.6200008392334
2019-03-22,30.71999931335449
2019-03-25,30.799999237060547
2019-03-26,30.93000030517578
2019-03-27,30.540000915527344
2019-03-28,30.32999992370605
2019-03-29,30.700000762939453
2019-04-01,30.700000762939453
2019-04-02,30.780000686645508
2019-04-03,30.700000762939453
2019-04-04,30.530000686645508
2019-04-05,30.8700008392334
2019-04-08,30.459999084472656
2019-04-09,30.31999969482422
2019-04-10,30.200000762939453
2019-04-11,30.290000915527344
2019-04-12,30.56999969482422
2019-04-15,30.5
2019-04-16,30.149999618530277
2019-04-17,30.01000022888184
2019-04-18,30.290000915527344
2019-04-22,30.479999542236328
2019-04-23,30.6200008392334
2019-04-24,30.290000915527344
2019-04-25,30.51000022888184
2019-04-26,30.46999931335449
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2019-12-16,26.23198668894218,24.53506896696495
2019-12-17,26.491558675128342,24.78437204910521
2019-12-18,26.86861614194121,25.087355513837114
2019-12-19,26.937224171957823,25.343917873209264
2019-12-20,26.88675440213432,25.562586251242703
2019-12-23,26.83050407168329,25.756401580622732
2019-12-24,26.80451360586017,25.93325585572744
2019-12-26,26.88480029978284,26.11645114505843
2019-12-27,26.91002827317862,26.277454624362182
2019-12-30,26.91240091310209,26.418536216800682
2019-12-31,27.160631307979145,26.607033305882407
2020-01-02,27.036217884315295,26.713271118332287
2020-01-03,26.86008318409602,26.776148552228637
2020-01-06,26.754654824411904,26.822627894898172
2020-01-07,26.799560588780395,26.883642783108602
2020-01-08,26.66478988201481,26.893792810086207
2020-01-09,26.47932421871102,26.866617063358635
2020-01-10,26.304722668883457,26.814078897380668
2020-01-13,26.231026533035195,26.76304797979824
2020-01-14,26.484443622221306,26.786023677008473
2020-01-15,26.845955354782756,26.866565916073128
2020-01-16,27.03554869243255,26.944786646410154
2020-01-17,27.103362740343826,27.011731477789784
2020-01-21,27.08738873966376,27.06140234187219
2020-01-22,26.481567133538405,26.952595362796618
2020-01-23,26.74353821835473,26.99172292846045
2020-01-24,26.537545704181447,26.939215632019874
2020-01-27,26.276394183935043,26.846464717471683
2020-01-28,26.245627876340524,26.782183074152684
"
3284,US,technical,"From August 05, 2019 to April 15, 2020, count the number of golden cross occurrences between the 20-day and 30-day Triple Exponential Moving Average lines for Booking Holdings. (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close
2018-11-13,76.4031982421875
2018-11-14,75.53479766845703
2018-11-15,75.55480194091797
2018-11-16,74.21279907226562
2018-11-19,71.19999694824219
2018-11-20,70.01719665527344
2018-11-21,70.41600036621094
2018-11-23,70.56320190429688
2018-11-26,72.09760284423828
2018-11-27,72.9843978881836
2018-11-28,74.77799987792969
2018-11-29,74.60600280761719
2018-11-30,75.67520141601562
2018-12-03,76.78800201416016
2018-12-04,74.52559661865234
2018-12-06,75.28959655761719
2018-12-07,73.38040161132812
2018-12-10,73.04039764404297
2018-12-11,74.09400177001953
2018-12-12,74.24600219726562
2018-12-13,73.32279968261719
2018-12-14,72.28559875488281
2018-12-17,69.58080291748047
2018-12-18,70.77680206298828
2018-12-19,69.46520233154297
2018-12-20,68.20719909667969
2018-12-21,65.33560180664062
2018-12-24,64.67320251464844
2018-12-26,68.12999725341797
2018-12-27,68.71199798583984
2018-12-28,68.6332015991211
2018-12-31,68.89679718017578
2019-01-02,68.86799621582031
2019-01-03,66.5248031616211
2019-01-04,68.7020034790039
2019-01-07,68.4728012084961
2019-01-08,67.47679901123047
2019-01-09,65.97959899902344
2019-01-10,67.09320068359375
2019-01-11,66.6355972290039
2019-01-14,67.71520233154297
2019-01-15,67.93240356445312
2019-01-16,67.2228012084961
2019-01-17,68.98040008544922
2019-01-18,70.410400390625
2019-01-22,68.35919952392578
2019-01-23,69.77239990234375
2019-01-24,71.82679748535156
2019-01-25,72.08799743652344
2019-01-28,72.54399871826172
2019-01-29,72.35199737548828
2019-01-30,72.74800109863281
2019-01-31,73.3124008178711
2019-02-01,73.47840118408203
2019-02-04,74.4395980834961
2019-02-05,76.09040069580078
2019-02-06,76.2771987915039
2019-02-07,75.0823974609375
2019-02-08,74.84359741210938
2019-02-11,74.5999984741211
2019-02-12,75.81159973144531
2019-02-13,76.79879760742188
2019-02-14,76.09320068359375
2019-02-15,77.3427963256836
2019-02-19,77.41999816894531
2019-02-20,77.04679870605469
2019-02-21,76.25240325927734
2019-02-22,76.4207992553711
2019-02-25,75.6011962890625
2019-02-26,76.62920379638672
2019-02-27,76.23999786376953
2019-02-28,67.88159942626953
2019-03-01,68.56320190429688
2019-03-04,68.31279754638672
2019-03-05,69.83719635009766
2019-03-06,70.0647964477539
2019-03-07,69.00039672851562
2019-03-08,68.63279724121094
2019-03-11,68.39600372314453
2019-03-12,69.44000244140625
2019-03-13,70.42839813232422
2019-03-14,69.75520324707031
2019-03-15,70.08679962158203
2019-03-18,70.2531967163086
2019-03-19,70.56120300292969
2019-03-20,70.97720336914062
2019-03-21,70.97440338134766
2019-03-22,68.86360168457031
2019-03-25,70.09559631347656
2019-03-26,70.75479888916016
2019-03-27,70.08439636230469
2019-03-28,69.15560150146484
2019-03-29,69.79640197753906
2019-04-01,70.36920166015625
2019-04-02,70.54199981689453
2019-04-03,70.99720001220703
2019-04-04,71.2239990234375
2019-04-05,70.77799987792969
2019-04-08,71.54879760742188
2019-04-09,71.77880096435547
2019-04-10,72.23999786376953
2019-04-11,72.74359893798828
2019-04-12,73.32279968261719
2019-04-15,73.84919738769531
2019-04-16,73.66799926757812
2019-04-17,73.59159851074219
2019-04-18,73.77239990234375
2019-04-22,73.76679992675781
2019-04-23,75.50920104980469
2019-04-24,74.69120025634766
2019-04-25,74.65039825439453
2019-04-26,74.72000122070312
2019-04-29,75.05280303955078
2019-04-30,74.19960021972656
2019-05-01,73.18080139160156
2019-05-02,72.31999969482422
2019-05-03,72.96279907226562
2019-05-06,72.02040100097656
2019-05-07,71.4000015258789
2019-05-08,70.06520080566406
2019-05-09,69.44120025634766
2019-05-10,73.19400024414062
2019-05-13,71.09040069580078
2019-05-14,71.7468032836914
2019-05-15,71.57720184326172
2019-05-16,72.13240051269531
2019-05-17,71.4916000366211
2019-05-20,70.08920288085938
2019-05-21,70.88760375976562
2019-05-22,69.80079650878906
2019-05-23,68.67720031738281
2019-05-24,68.33920288085938
2019-05-28,67.43199920654297
2019-05-29,67.43679809570312
2019-05-30,66.92240142822266
2019-05-31,66.2488021850586
2019-06-03,66.01840209960938
2019-06-04,69.8812026977539
2019-06-05,70.5999984741211
2019-06-06,70.19439697265625
2019-06-07,71.13159942626953
2019-06-10,71.24479675292969
2019-06-11,72.14520263671875
2019-06-12,71.95600128173828
2019-06-13,72.38079833984375
2019-06-14,71.0199966430664
2019-06-17,71.25640106201172
2019-06-18,72.3595962524414
2019-06-19,73.68240356445312
2019-06-20,74.45240020751953
2019-06-21,75.19999694824219
2019-06-24,74.8323974609375
2019-06-25,73.81880187988281
2019-06-26,73.20880126953125
2019-06-27,73.80680084228516
2019-06-28,74.9884033203125
2019-07-01,75.93679809570312
2019-07-02,76.3196029663086
2019-07-03,76.78600311279297
2019-07-05,76.98999786376953
2019-07-08,75.03040313720703
2019-07-09,75.11479949951172
2019-07-10,74.77559661865234
2019-07-11,74.966796875
2019-07-12,75.29920196533203
2019-07-15,75.27639770507812
2019-07-16,75.55599975585938
2019-07-17,74.70960235595703
2019-07-18,75.4364013671875
2019-07-19,75.28359985351562
2019-07-22,75.74800109863281
2019-07-23,76.01000213623047
2019-07-24,76.7699966430664
2019-07-25,77.04519653320312
2019-07-26,78.67400360107422
2019-07-29,76.78199768066406
2019-07-30,76.6635971069336
2019-07-31,75.46440124511719
2019-08-01,75.19439697265625
2019-08-02,73.84320068359375
2019-08-05,71.54399871826172
2019-08-06,71.46080017089844
2019-08-07,72.86239624023438
2019-08-08,77.6404037475586
2019-08-09,76.70760345458984
2019-08-12,76.67559814453125
2019-08-13,77.72760009765625
2019-08-14,75.64759826660156
2019-08-15,76.18679809570312
2019-08-16,76.88760375976562
2019-08-19,77.74919891357422
2019-08-20,77.3759994506836
2019-08-21,78.2300033569336
2019-08-22,78.09880065917969
2019-08-23,75.9468002319336
2019-08-26,76.67240142822266
2019-08-27,76.79959869384766
2019-08-28,77.68000030517578
2019-08-29,78.28559875488281
2019-08-30,78.65640258789062
2019-09-03,77.67120361328125
2019-09-04,78.35160064697266
2019-09-05,79.77760314941406
2019-09-06,78.7052001953125
2019-09-09,79.69000244140625
2019-09-10,80.75039672851562
2019-09-11,82.00640106201172
2019-09-12,81.65640258789062
2019-09-13,82.55599975585938
2019-09-16,82.91799926757812
2019-09-17,83.09760284423828
2019-09-18,82.33480072021484
2019-09-19,82.3427963256836
2019-09-20,81.26280212402344
2019-09-23,80.37640380859375
2019-09-24,79.62560272216797
2019-09-25,79.74120330810547
2019-09-26,79.13800048828125
2019-09-27,77.7699966430664
2019-09-30,78.50440216064453
2019-10-01,79.12120056152344
2019-10-02,77.65760040283203
2019-10-03,78.45800018310547
2019-10-04,79.3280029296875
2019-10-07,78.0624008178711
2019-10-08,77.52760314941406
2019-10-09,77.73320007324219
2019-10-10,78.51640319824219
2019-10-11,79.08719635009766
2019-10-14,79.55000305175781
2019-10-15,80.65560150146484
2019-10-16,81.1052017211914
2019-10-17,81.14119720458984
2019-10-18,80.54119873046875
2019-10-21,80.88960266113281
2019-10-22,80.9219970703125
2019-10-23,81.28919982910156
2019-10-24,81.75
2019-10-25,82.23719787597656
2019-10-28,82.28199768066406
2019-10-29,81.71199798583984
2019-10-30,81.98200225830078
2019-10-31,81.95079803466797
2019-11-01,81.28079986572266
2019-11-04,80.30719757080078
2019-11-05,81.01719665527344
2019-11-06,80.48359680175781
2019-11-07,73.99720001220703
2019-11-08,75.1676025390625
2019-11-11,75.84159851074219
2019-11-12,75.03359985351562
2019-11-13,74.36360168457031
2019-11-14,74.62200164794922
2019-11-15,73.95279693603516
2019-11-18,73.52120208740234
2019-11-19,73.81199645996094
2019-11-20,74.07279968261719
2019-11-21,74.93240356445312
2019-11-22,75.1011962890625
2019-11-25,75.90160369873047
2019-11-26,75.49839782714844
2019-11-27,76.25800323486328
2019-11-29,76.16120147705078
2019-12-02,75.37760162353516
2019-12-03,75.19920349121094
2019-12-04,76.86119842529297
2019-12-05,76.1688003540039
2019-12-06,77.21080017089844
2019-12-09,76.23159790039062
2019-12-10,76.1852035522461
2019-12-11,77.03520202636719
2019-12-12,77.93920135498047
2019-12-13,78.94400024414062
2019-12-16,79.80079650878906
2019-12-17,80.07479858398438
2019-12-18,79.660400390625
2019-12-19,80.12480163574219
2019-12-20,80.9303970336914
2019-12-23,81.28399658203125
2019-12-24,81.76000213623047
2019-12-26,82.57279968261719
2019-12-27,82.90160369873047
2019-12-30,82.15480041503906
2019-12-31,82.14920043945312
2020-01-02,82.98320007324219
2020-01-03,82.61920166015625
2020-01-06,81.89600372314453
2020-01-07,82.72200012207031
2020-01-08,82.51599884033203
2020-01-09,83.37159729003906
2020-01-10,83.47599792480469
2020-01-13,83.22000122070312
2020-01-14,82.85919952392578
2020-01-15,82.60639953613281
2020-01-16,82.19000244140625
2020-01-17,82.1875991821289
2020-01-21,79.622802734375
2020-01-22,80.03119659423828
2020-01-23,79.72799682617188
2020-01-24,78.51840209960938
2020-01-27,76.35559844970703
2020-01-28,76.697998046875
2020-01-29,75.75800323486328
2020-01-30,74.88359832763672
2020-01-31,73.22200012207031
2020-02-03,73.56120300292969
2020-02-04,74.58039855957031
2020-02-05,77.57160186767578
2020-02-06,78.43599700927734
2020-02-07,76.38359832763672
2020-02-10,75.4655990600586
2020-02-11,76.37200164794922
2020-02-12,78.41439819335938
2020-02-13,78.39759826660156
2020-02-14,79.63839721679688
2020-02-18,79.05120086669922
2020-02-19,78.7396011352539
2020-02-20,78.8364028930664
2020-02-21,77.1488037109375
2020-02-24,71.70159912109375
2020-02-25,69.06320190429688
2020-02-26,67.12799835205078
2020-02-27,66.39399719238281
2020-02-28,67.82640075683594
2020-03-02,69.1592025756836
2020-03-03,67.32080078125
2020-03-04,69.28520202636719
2020-03-05,65.89759826660156
2020-03-06,64.48359680175781
2020-03-09,61.11199951171875
2020-03-10,62.36000061035156
2020-03-11,57.70000076293945
2020-03-12,51.21599960327149
2020-03-13,56.85319900512695
2020-03-16,51.58679962158203
2020-03-17,54.73040008544922
2020-03-18,49.34999847412109
2020-03-19,47.65919876098633
2020-03-20,47.097198486328125
2020-03-23,46.089599609375
2020-03-24,50.37879943847656
2020-03-25,54.63399887084961
2020-03-26,56.2400016784668
2020-03-27,50.20600128173828
2020-03-30,52.329200744628906
2020-03-31,53.812801361083984
2020-04-01,50.86520004272461
2020-04-02,50.400001525878906
2020-04-03,49.22719955444336
2020-04-06,54.2672004699707
2020-04-07,55.0547981262207
2020-04-08,54.88240051269531
2020-04-09,56.82559967041016
2020-04-13,56.84040069580078
2020-04-14,57.97679901123047
2020-04-15,56.98440170288086
","date,20-day,30-day
2019-03-22,69.1657067253861,69.42925957145562
2019-03-25,69.23234769801243,69.39127911471118
2019-03-26,69.47091011289953,69.48461826267817
2019-03-27,69.5037755084935,69.45147075026686
2019-03-28,69.2998564850798,69.26047294990286
2019-03-29,69.30907199700705,69.21601768292194
2019-04-01,69.4750205359727,69.28754642719659
2019-04-02,69.66444369821777,69.38777617189491
2019-04-03,69.94483318001565,69.56388764783954
2019-04-04,70.23871932574768,69.76442524005977
2019-04-05,70.36724126883193,69.86366709069962
2019-04-08,70.67460049943952,70.09435279166392
2019-04-09,70.98671320535622,70.3414302990692
2019-04-10,71.36090234706762,70.64403155027378
2019-04-11,71.79504221720451,71.00210135644743
2019-04-12,72.2957811319937,71.42149683543414
2019-04-15,72.83503673898859,71.88394326645104
2019-04-16,73.21984030409351,72.2546178773845
2019-04-17,73.50339622696463,72.5629492569829
2019-04-18,73.76957798120657,72.86255926067209
2019-04-22,73.9723721210628,73.12005376090835
2019-04-23,74.57610540388907,73.6570641974017
2019-04-24,74.8425259293078,73.97353014715918
2019-04-25,75.03293622445936,74.23700826787402
2019-04-26,75.18946380267809,74.4736014526101
2019-04-29,75.38654123288795,74.73398122316772
2019-04-30,75.30921086079661,74.79972727237389
2019-05-01,74.96496465772421,74.66496248674149
2019-05-02,74.44528013256534,74.38373240436756
2019-05-03,74.17511644026226,74.24776342515553
2019-05-06,73.70082574938702,73.95223277453671
2019-05-07,73.14548731043715,73.57621296130957
2019-05-08,72.34166419535912,73.00125203955693
2019-05-09,71.52266595826455,72.38244487058999
2019-05-10,71.83079831796582,72.52053513970301
2019-05-13,71.54372111641774,72.2597104916875
2019-05-14,71.48498393359435,72.15044212856307
2019-05-15,71.3995746908526,72.02451041808622
2019-05-16,71.48040860365306,72.01572290963139
2019-05-17,71.386816199014,71.89273833022361
2019-05-20,70.95265061976255,71.5318681748798
2019-05-21,70.81164077322228,71.36248520483603
2019-05-22,70.42279525858841,71.01945981403841
2019-05-23,69.82252907208962,70.5183922459176
2019-05-24,69.25511088361604,70.02245925152124
2019-05-28,68.56944272955704,69.42895095014114
2019-05-29,68.02611036132636,68.91664913794094
2019-05-30,67.4669932945281,68.38246486825302
2019-05-31,66.85556281071656,67.80134227186747
2019-06-03,66.31823023612928,67.2606359419115
2019-06-04,66.90498178244741,67.4986115483467
2019-06-05,67.594870219699,67.8479247441762
2019-06-06,68.07284599434684,68.08965413151995
2019-06-07,68.72146795385186,68.47962807616248
2019-06-10,69.29219205301594,68.84880009848457
2019-06-11,69.99942603766047,69.34127122200218
2019-06-12,70.53193153704164,69.74273297024538
2019-06-13,71.07711722734594,70.1745603274197
2019-06-14,71.16662674358852,70.30797304527259
2019-06-17,71.29582524860119,70.46903937179574
2019-06-18,71.68193374273753,70.81103171167344
2019-06-19,72.33413744169437,71.35047717335338
2019-06-20,73.05829280512808,71.96131779410278
2019-06-21,73.83230059296842,72.62911657219291
2019-06-24,74.35449378227784,73.14297078961994
2019-06-25,74.50037266527448,73.40357715051428
2019-06-26,74.44208426102678,73.51492581496551
2019-06-27,74.53077379350717,73.71442599136309
2019-06-28,74.8920409344941,74.09670468822168
2019-07-01,75.41568956275465,74.59612246000343
2019-07-02,75.92418179633881,75.09460536726297
2019-07-03,76.44026924569592,75.60642786934015
2019-07-05,76.89295506374266,76.08136311267576
2019-07-08,76.73126571024909,76.13078261473424
2019-07-09,76.59740863461275,76.1781788328091
2019-07-10,76.37857835414064,76.14726401842555
2019-07-11,76.22993113554382,76.14436390934563
2019-07-12,76.17745696117936,76.1920065264129
2019-07-15,76.11313131470428,76.21978000985365
2019-07-16,76.11879766587222,76.28526481070574
2019-07-17,75.89074960964562,76.17980818321666
2019-07-18,75.88086277100733,76.21042553630993
2019-07-19,75.82280289489586,76.20105614017847
2019-07-22,75.88626655963171,76.26890775012261
2019-07-23,75.99733629428363,76.3678755231048
2019-07-24,76.27668499026747,76.58447042093232
2019-07-25,76.56760129569388,76.81599875164326
2019-07-26,77.21817836798967,77.30578555391014
2019-07-29,77.24813447958192,77.38255067375655
2019-07-30,77.22907307031423,77.41910711836344
2019-07-31,76.89036482937807,77.22471078175177
2019-08-01,76.53275774296267,76.99725058280909
2019-08-02,75.88180403878573,76.54567698280141
2019-08-05,74.74810115390493,75.72725051147425
2019-08-06,73.7991486174789,74.99150181850443
2019-08-07,73.39217755856177,74.59952644950572
2019-08-08,74.3079766994073,75.12219901366517
2019-08-09,74.82356647352609,75.40965320926533
2019-08-12,75.24110266191833,75.65364886741867
2019-08-13,75.85695653435073,76.05560552773566
2019-08-14,75.82008219177182,76.02717108068575
2019-08-15,75.92689660874939,76.0967099839555
2019-08-16,76.19328996823106,76.28139731312226
2019-08-19,76.6312462404887,76.59583951999045
2019-08-20,76.88776376389097,76.79945109066354
2019-08-21,77.31257270193593,77.12811962058157
2019-08-22,77.61822323461999,77.38709470509876
2019-08-23,77.30077513955365,77.21811126464337
2019-08-26,77.22027548011366,77.1965280111312
2019-08-27,77.18012998199995,77.19589637983294
2019-08-28,77.36916434274093,77.35041683122681
2019-08-29,77.67454864587557,77.59088833583908
2019-08-30,78.01338576458416,77.86369989594921
2019-09-03,78.02666650679849,77.91848726477618
2019-09-04,78.20507903923476,78.08431300855379
2019-09-05,78.71209796409386,78.48246399650507
2019-09-06,78.83882809776453,78.6304075512144
2019-09-09,79.18680233468262,78.93198369248114
2019-09-10,79.73490640614477,79.38140938570734
2019-09-11,80.49590004461159,79.99501368695235
2019-09-12,81.01194144556132,80.46002648118862
2019-09-13,81.64915460051088,81.0205629030792
2019-09-16,82.24414606003744,81.56628318372668
2019-09-17,82.75520393583233,82.0649676288859
2019-09-18,82.9515179430184,82.35072319303127
2019-09-19,83.08966790816838,82.5893945014922
2019-09-20,82.89858883945665,82.58941144502167
2019-09-23,82.4898189285431,82.41589164352239
2019-09-24,81.94099237504018,82.11582382090714
2019-09-25,81.50600441332035,81.86320453430625
2019-09-26,80.98140124900968,81.52291973166835
2019-09-27,80.18846642911683,80.96840218834204
2019-09-30,79.72534873648091,80.6091484729275
2019-10-01,79.50546301518156,80.40092965298408
2019-10-02,78.94712508618478,79.94863528487936
2019-10-03,78.70114285064673,79.69435427603341
2019-10-04,78.7310093399655,79.62707331992628
2019-10-07,78.43319756984704,79.33675477784396
2019-10-08,78.05726056452849,78.98436198972011
2019-10-09,77.81098973420302,78.71283565766338
2019-10-10,77.82201388953605,78.61768808060555
2019-10-11,77.98878439002097,78.63888924483241
2019-10-14,78.25414223198416,78.7424484316727
2019-10-15,78.76538725367475,79.03449888730904
2019-10-16,79.30537879737497,79.37206654690345
2019-10-17,79.75863673225719,79.67370305193755
2019-10-18,79.9732620396028,79.8278187440558
2019-10-21,80.23686409515287,80.02431727263992
2019-10-22,80.45750230191598,80.2002589944622
2019-10-23,80.72876258392466,80.41856068425395
2019-10-24,81.06472038461143,80.69052637903873
2019-10-25,81.45921534159916,81.01375294734467
2019-10-28,81.78535568644872,81.30101323080497
2019-10-29,81.8946710756772,81.4447134903552
2019-10-30,82.0437993808174,81.61474643764122
2019-10-31,82.1473177446909,81.75301232318432
2019-11-01,82.0477707449837,81.74746696255922
2019-11-04,81.70388245574298,81.56106964973836
2019-11-05,81.59844440124749,81.5221578338504
2019-11-06,81.36733943107309,81.38730009176953
2019-11-07,79.4907289702928,80.08946641533358
2019-11-08,78.25910846661088,79.16430714542118
2019-11-11,77.43497775431128,78.47820041662672
2019-11-12,76.56506713097927,77.73461395187493
2019-11-13,75.69729798792605,76.96749912299053
2019-11-14,75.07579869764658,76.34992998875931
2019-11-15,74.41813531467588,75.69659069115627
2019-11-18,73.79461974718656,75.05639534741287
2019-11-19,73.38841383568044,74.56003185536089
2019-11-20,73.15350356356069,74.18518649817395
2019-11-21,73.21419622067314,74.02597065164514
2019-11-22,73.33649138288563,73.93043771440777
2019-11-25,73.67094086104309,74.00504377913775
2019-11-26,73.86414195630914,74.00986900172839
2019-11-27,74.24053839089156,74.16394301532632
2019-11-29,74.54199948989307,74.29270867787075
2019-12-02,74.60107781047557,74.27402434725992
2019-12-03,74.61680565039096,74.23552398183551
2019-12-04,75.07332051674963,74.51310618842004
2019-12-05,75.2779082191652,74.63970798154386
2019-12-06,75.72366791212363,74.94782851775541
2019-12-09,75.84029263008053,75.04742606870849
2019-12-10,75.92750185390793,75.13288451548091
2019-12-11,76.22223789508209,75.36801750729443
2019-12-12,76.69953328620741,75.74327183383407
2019-12-13,77.3501268740228,76.25842542913338
2019-12-16,78.10108688718071,76.86784546098407
2019-12-17,78.7793891636669,77.4525043051232
2019-12-18,79.21614641984841,77.88905619369366
2019-12-19,79.68063289562023,78.35401688195857
2019-12-20,80.25453264293482,78.90457255346053
2019-12-23,80.79872271391072,79.44683361266466
2019-12-24,81.34821927270318,80.00273885132603
2019-12-26,81.98748172621464,80.6304017366991
2019-12-27,82.5726235272836,81.2317818963497
2019-12-30,82.83245638060271,81.61379652399837
2019-12-31,83.0173609213632,81.93728150058067
2020-01-02,83.3589311155267,82.36121891375535
2020-01-03,83.51803569123763,82.65522806089844
2020-01-06,83.43472887389812,82.7698623897694
2020-01-07,83.55605880685991,83.00831653683747
2020-01-08,83.5785197038483,83.16795038869571
2020-01-09,83.79635935001099,83.45101184786661
2020-01-10,83.97995201099424,83.70572559029756
2020-01-13,84.04225156862137,83.87002316087178
2020-01-14,83.9787129976578,83.93609839842082
2020-01-15,83.84144439489363,83.93595556246332
2020-01-16,83.60312619654454,83.84856065169559
2020-01-17,83.39158506406807,83.76042761878956
2020-01-21,82.53956451329115,83.207653825484
2020-01-22,81.93816544862322,82.78861477296093
2020-01-23,81.36190624555651,82.35917441085614
2020-01-24,80.57472428811332,81.7576642667908
2020-01-27,79.37155410076514,80.83430400944202
2020-01-28,78.48299721523888,80.08570908509924
2020-01-29,77.52466892305208,79.25978038443624
2020-01-30,76.53061859748065,78.38013080975553
2020-01-31,75.30756540256168,77.31288357966574
2020-02-03,74.42087030978976,76.44665988809996
2020-02-04,73.99015807126415,75.88194107117204
2020-02-05,74.44609405429775,75.94021743526692
2020-02-06,75.07439307447164,76.15835365039194
2020-02-07,75.08274941291059,75.98679468906498
2020-02-10,74.8747910061964,75.67953519620002
2020-02-11,74.96222912697367,75.5846446641178
2020-02-12,75.58517486706113,75.8817807558357
2020-02-13,76.10926314157987,76.14799917598248
2020-02-14,76.87450746961385,76.61416859819627
2020-02-18,77.35874398732118,76.9226305355369
2020-02-19,77.68049610865714,77.14182454960226
2020-02-20,77.97260798654673,77.35607912234288
2020-02-21,77.7757212339834,77.24171859240214
2020-02-24,76.20301790986525,76.15777669792168
2020-02-25,74.23722915185691,74.73605113015985
2020-02-26,72.14108410154142,73.149239740082
2020-02-27,70.2597162724316,71.63931128993244
2020-02-28,69.12521313276541,70.59302232634738
2020-03-02,68.58232007787555,69.93711758536274
2020-03-03,67.70338356575243,69.04933056789453
2020-03-04,67.53710404088105,68.64944654393456
2020-03-05,66.56631352361487,67.7069391327752
2020-03-06,65.44939776806781,66.6483707897818
2020-03-09,63.708115657201375,65.13498739870373
2020-03-10,62.65879156242457,64.06364617595646
2020-03-11,60.64789746203145,62.31015269362656
2020-03-12,57.381692709392226,59.63148503019545
2020-03-13,56.24228014853753,58.34560813318379
2020-03-16,54.02322080385498,56.305147947690386
2020-03-17,53.106057444981616,55.13210094778398
2020-03-18,51.04715848361789,53.1749981546274
2020-03-19,49.01350597042514,51.203112317455805
2020-03-20,47.29889248567035,49.426216452351966
2020-03-23,45.73419413091571,47.74204515056047
2020-03-24,45.66884758365512,47.101894063049855
2020-03-25,46.820187965918436,47.370071095853675
2020-03-26,48.2713778871091,47.951085755990036
2020-03-27,47.973908389467155,47.41732436601133
2020-03-30,48.35277779259039,47.38509514629641
2020-03-31,49.114561067750316,47.674561760488146
2020-04-01,49.03308702898815,47.43979973055558
2020-04-02,48.89946748533117,47.19450297362643
2020-04-03,48.53654463950957,46.81050505337531
2020-04-06,49.59514808141209,47.430746595945195
2020-04-07,50.709141049456306,48.156692539840634
2020-04-08,51.61060233461927,48.797688769087074
2020-04-09,52.878833117349515,49.74467421163915
2020-04-13,53.939151832148916,50.606293728198935
2020-04-14,55.11225271225922,51.59296055651896
2020-04-15,55.8182831192756,52.29948908951201
"
3285,US,technical,"From March 18, 2020 to August 11, 2020, how many times did a death cross occur between the 60-day and 30-day Hull Moving Average lines for Caterpillar Inc.? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2019-11-06,145.49000549316406
2019-11-07,147.00999450683594
2019-11-08,148.16000366210938
2019-11-11,148.0
2019-11-12,146.33999633789062
2019-11-13,144.49000549316406
2019-11-14,143.44000244140625
2019-11-15,145.30999755859375
2019-11-18,143.58999633789062
2019-11-19,143.17999267578125
2019-11-20,141.52000427246094
2019-11-21,143.36000061035156
2019-11-22,143.8800048828125
2019-11-25,146.4199981689453
2019-11-26,146.08999633789062
2019-11-27,145.69000244140625
2019-11-29,144.72999572753906
2019-12-02,142.9600067138672
2019-12-03,140.05999755859375
2019-12-04,140.1199951171875
2019-12-05,141.0500030517578
2019-12-06,142.72000122070312
2019-12-09,142.8300018310547
2019-12-10,142.8699951171875
2019-12-11,144.0
2019-12-12,146.77999877929688
2019-12-13,145.52999877929688
2019-12-16,145.36000061035156
2019-12-17,146.3699951171875
2019-12-18,147.1199951171875
2019-12-19,145.02000427246094
2019-12-20,147.57000732421875
2019-12-23,148.5
2019-12-24,147.47999572753906
2019-12-26,148.22000122070312
2019-12-27,148.27999877929688
2019-12-30,147.52000427246094
2019-12-31,147.67999267578125
2020-01-02,150.52999877929688
2020-01-03,148.44000244140625
2020-01-06,148.33999633789062
2020-01-07,146.3800048828125
2020-01-08,147.67999267578125
2020-01-09,147.30999755859375
2020-01-10,146.1300048828125
2020-01-13,146.82000732421875
2020-01-14,146.67999267578125
2020-01-15,145.57000732421875
2020-01-16,147.8699951171875
2020-01-17,147.77999877929688
2020-01-21,145.85000610351562
2020-01-22,142.6300048828125
2020-01-23,142.75
2020-01-24,140.3800048828125
2020-01-27,135.72999572753906
2020-01-28,136.74000549316406
2020-01-29,135.77999877929688
2020-01-30,135.3699951171875
2020-01-31,131.35000610351562
2020-02-03,129.77000427246094
2020-02-04,133.50999450683594
2020-02-05,137.44000244140625
2020-02-06,137.25
2020-02-07,133.3699951171875
2020-02-10,134.32000732421875
2020-02-11,136.19000244140625
2020-02-12,139.58999633789062
2020-02-13,139.72000122070312
2020-02-14,137.99000549316406
2020-02-18,136.5800018310547
2020-02-19,136.86000061035156
2020-02-20,136.92999267578125
2020-02-21,137.2100067138672
2020-02-24,132.1699981689453
2020-02-25,129.0
2020-02-26,128.25
2020-02-27,123.2699966430664
2020-02-28,124.23999786376952
2020-03-02,127.5999984741211
2020-03-03,124.37999725341795
2020-03-04,127.4000015258789
2020-03-05,121.97000122070312
2020-03-06,121.41000366210938
2020-03-09,104.06999969482422
2020-03-10,106.48999786376952
2020-03-11,100.69000244140624
2020-03-12,92.26000213623048
2020-03-13,99.63999938964844
2020-03-16,93.41000366210938
2020-03-17,100.1999969482422
2020-03-18,100.12000274658205
2020-03-19,103.01000213623048
2020-03-20,95.5
2020-03-23,91.8499984741211
2020-03-24,101.33999633789062
2020-03-25,104.66999816894533
2020-03-26,110.5
2020-03-27,105.44000244140624
2020-03-30,111.70999908447266
2020-03-31,116.04000091552734
2020-04-01,111.3499984741211
2020-04-02,116.73999786376952
2020-04-03,114.66999816894533
2020-04-06,120.43000030517578
2020-04-07,121.91999816894533
2020-04-08,127.4000015258789
2020-04-09,125.02999877929688
2020-04-13,114.13999938964844
2020-04-14,116.4800033569336
2020-04-15,111.52999877929688
2020-04-16,113.22000122070312
2020-04-17,116.3000030517578
2020-04-20,114.5999984741211
2020-04-21,109.8499984741211
2020-04-22,110.63999938964844
2020-04-23,112.91000366210938
2020-04-24,114.04000091552734
2020-04-27,115.1999969482422
2020-04-28,115.45999908447266
2020-04-29,120.05999755859376
2020-04-30,116.37999725341795
2020-05-01,110.87999725341795
2020-05-04,107.72000122070312
2020-05-05,108.91000366210938
2020-05-06,107.66999816894533
2020-05-07,107.29000091552734
2020-05-08,112.11000061035156
2020-05-11,108.61000061035156
2020-05-12,105.0
2020-05-13,104.4800033569336
2020-05-14,106.19000244140624
2020-05-15,107.91999816894533
2020-05-18,115.0199966430664
2020-05-19,112.08000183105467
2020-05-20,115.69000244140624
2020-05-21,114.05999755859376
2020-05-22,112.47000122070312
2020-05-26,117.41000366210938
2020-05-27,122.41999816894533
2020-05-28,120.73999786376952
2020-05-29,120.12999725341795
2020-06-01,120.5
2020-06-02,123.31999969482422
2020-06-03,127.08999633789062
2020-06-04,128.9600067138672
2020-06-05,135.1199951171875
2020-06-08,137.72000122070312
2020-06-09,134.19000244140625
2020-06-10,132.44000244140625
2020-06-11,121.5500030517578
2020-06-12,123.1500015258789
2020-06-15,123.61000061035156
2020-06-16,130.11000061035156
2020-06-17,128.22999572753906
2020-06-18,127.58999633789062
2020-06-19,127.45999908447266
2020-06-22,125.79000091552734
2020-06-23,126.25
2020-06-24,122.05999755859376
2020-06-25,124.70999908447266
2020-06-26,122.38999938964844
2020-06-29,125.25
2020-06-30,126.5
2020-07-01,126.05999755859376
2020-07-02,127.72000122070312
2020-07-06,129.42999267578125
2020-07-07,127.1999969482422
2020-07-08,128.1300048828125
2020-07-09,125.7300033569336
2020-07-10,128.00999450683594
2020-07-13,130.57000732421875
2020-07-14,136.8800048828125
2020-07-15,138.36000061035156
2020-07-16,138.55999755859375
2020-07-17,136.89999389648438
2020-07-20,134.6300048828125
2020-07-21,135.8699951171875
2020-07-22,136.97999572753906
2020-07-23,136.60000610351562
2020-07-24,137.5800018310547
2020-07-27,139.88999938964844
2020-07-28,138.02999877929688
2020-07-29,140.52999877929688
2020-07-30,136.72999572753906
2020-07-31,132.8800048828125
2020-08-03,131.77999877929688
2020-08-04,131.52000427246094
2020-08-05,134.97000122070312
2020-08-06,134.38999938964844
2020-08-07,134.9199981689453
2020-08-10,142.02000427246094
2020-08-11,142.52999877929688
","date,60-day,30-day
2020-02-11,136.83131535730786,131.56280040125694
2020-02-12,136.26510315469747,131.79396650854406
2020-02-13,135.8335544469467,132.3681298510917
2020-02-14,135.47045341215616,133.1129892312327
2020-02-18,135.14208297252065,133.84800916610226
2020-02-19,134.85826786816762,134.52204444803218
2020-02-20,134.60915907234227,135.11056237497638
2020-02-21,134.3907707310513,135.64970509628242
2020-02-24,134.07821382554906,135.84514256631172
2020-02-25,133.62480845094848,135.5671840003229
2020-02-26,133.05429357795882,134.86887173286902
2020-02-27,132.28557644590188,133.5773198519471
2020-02-28,131.396960589627,131.99103451226347
2020-03-02,130.51853795621818,130.5277843229232
2020-03-03,129.60924467975985,129.04023333231606
2020-03-04,128.79156366688662,127.78180698134993
2020-03-05,127.95010817581735,126.42473533302224
2020-03-06,127.09532489517244,124.99144710964626
2020-03-09,125.83342674964591,122.4849351701087
2020-03-10,124.30193895979399,119.45598436088973
2020-03-11,122.42654944371806,115.83222436282797
2020-03-12,120.10645275147188,111.4950859551105
2020-03-13,117.64444545712614,107.35456496399364
2020-03-16,114.99115954886115,103.32035817026664
2020-03-17,112.4126140743906,99.95546973033619
2020-03-18,109.97406194932374,97.28963157243626
2020-03-19,107.75650660659956,95.46049311593443
2020-03-20,105.59083024844104,93.78679864972295
2020-03-23,103.41272805715778,92.07775487346035
2020-03-24,101.45628346960972,90.9728681877437
2020-03-25,99.79247521688181,90.63676631667707
2020-03-26,98.51889636184379,91.35269354215232
2020-03-27,97.47350282788425,92.63915113168805
2020-03-30,96.7887314169911,94.71513562684417
2020-03-31,96.53039831104486,97.4447170181001
2020-04-01,96.50243311365185,100.23761299570829
2020-04-02,96.76245171665404,103.25063751439468
2020-04-03,97.20004465421064,106.14808311626476
2020-04-06,97.91545916674484,109.13086610855594
2020-04-07,98.89683813125977,112.11609567731084
2020-04-08,100.2036360317919,115.35492688442216
2020-04-09,101.7069228898215,118.4725763639498
2020-04-13,103.0962129154423,120.7094681672127
2020-04-14,104.41529575889301,122.2374706210885
2020-04-15,105.54639838463335,122.78823462674266
2020-04-16,106.5440384626743,122.65982124684102
2020-04-17,107.51364522386747,122.27927180054367
2020-04-20,108.43161667349273,121.71317518938399
2020-04-21,109.22687906534854,120.68946478922308
2020-04-22,109.95523144691076,119.42551528164991
2020-04-23,110.6712223328675,118.14587030691058
2020-04-24,111.39577066992547,116.94477587409344
2020-04-27,112.1230618786882,115.961413827985
2020-04-28,112.83938711214462,115.20817249968059
2020-04-29,113.64308834003883,114.9262335169529
2020-04-30,114.41887783240642,114.77309438397809
2020-05-01,115.01059248934992,114.41729033193282
2020-05-04,115.34907525623487,113.75083563199608
2020-05-05,115.484017566896,112.93756118993178
2020-05-06,115.40203490211513,111.9821705496183
2020-05-07,115.12925180597666,110.98427856910186
2020-05-08,114.82150214208868,110.33275686804112
2020-05-11,114.43222246696702,109.77167602703136
2020-05-12,113.90695395409507,109.0655922720851
2020-05-13,113.26771976570562,108.21782484239148
2020-05-14,112.58434769019314,107.37089689411998
2020-05-15,111.91507020720586,106.65043217293251
2020-05-18,111.43799063524607,106.54656109963693
2020-05-19,111.05271566647525,106.77051092961355
2020-05-20,110.85228945499239,107.44859779330564
2020-05-21,110.77620761167496,108.34097729180448
2020-05-22,110.76385613313923,109.23631888550241
2020-05-26,110.91365856917916,110.35298073717344
2020-05-27,111.29757151172744,111.91580865894166
2020-05-28,111.81349095850813,113.62895325636778
2020-05-29,112.41373479501688,115.34964143759889
2020-06-01,113.06916831422568,116.99987196153211
2020-06-02,113.8265442015809,118.66560611300999
2020-06-03,114.73714979841829,120.49103835594698
2020-06-04,115.78492915351941,122.48812814418561
2020-06-05,117.07028264546219,124.88558717379006
2020-06-08,118.60319089134241,127.59774383408194
2020-06-09,120.23307892168084,130.1442501306021
2020-06-10,121.86705500696452,132.31002284114933
2020-06-11,123.20340667728547,133.37856049431696
2020-06-12,124.30348679278202,133.63094440856716
2020-06-15,125.20173940655927,133.30172353518907
2020-06-16,126.07443672993911,132.99840291833365
2020-06-17,126.88575272480027,132.66543678393072
2020-06-18,127.64866387210022,132.35395465071483
2020-06-19,128.3759625118761,131.99802129246427
2020-06-22,129.03738134610427,131.45384902379845
2020-06-23,129.62897229774492,130.73848651981697
2020-06-24,130.03730737114543,129.6654841695806
2020-06-25,130.33042962535686,128.5334922161581
2020-06-26,130.4672580081386,127.2794117630169
2020-06-29,130.53769319210625,126.21933779781439
2020-06-30,130.57932098729017,125.49145206082251
2020-07-01,130.5910122002211,125.06867233604514
2020-07-02,130.61328256571082,124.99098202230256
2020-07-06,130.68608037724258,125.24151855468749
2020-07-07,130.7295970514635,125.5245213878454
2020-07-08,130.75744219209818,125.83827420087697
2020-07-09,130.6971381153265,126.02541693711366
2020-07-10,130.61331527780857,126.24621093148399
2020-07-13,130.56836300717566,126.66302158123274
2020-07-14,130.70056103382177,127.64117862140832
2020-07-15,131.00927083155042,129.0988899299321
2020-07-16,131.46610100449254,130.86989230795146
2020-07-17,131.99359351060616,132.6288601717385
2020-07-20,132.51095826979753,134.102829363423
2020-07-21,133.02919089632957,135.30223728658478
2020-07-22,133.56038443856988,136.31191459327616
2020-07-23,134.0792635465238,137.13533942027757
2020-07-24,134.61344953632903,137.8678407358696
2020-07-27,135.20913800912496,138.6610462451237
2020-07-28,135.80526474960408,139.34555379505224
2020-07-29,136.45026336743027,140.05169774674172
2020-07-30,137.03063721046928,140.48941914110625
2020-07-31,137.45185326566647,140.4152997318391
2020-08-03,137.7071640078001,139.84731610916847
2020-08-04,137.8137704019128,138.91318121769953
2020-08-05,137.88015212953138,137.97921773384124
2020-08-06,137.91001846480816,137.12529037092747
2020-08-07,137.9246316455275,136.44969612367692
2020-08-10,138.1121669192534,136.3716899103418
2020-08-11,138.45538931894626,136.74806236622584
"
3286,US,technical,"How many golden cross occurred between the 10-day and 30-day Hull Moving Average lines for Invesco from January 23, 2020 to October 02, 2020? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2019-11-15,17.450000762939453
2019-11-18,17.3700008392334
2019-11-19,17.520000457763672
2019-11-20,17.190000534057617
2019-11-21,17.06999969482422
2019-11-22,17.329999923706055
2019-11-25,17.75
2019-11-26,17.549999237060547
2019-11-27,17.700000762939453
2019-11-29,17.559999465942383
2019-12-02,17.290000915527344
2019-12-03,16.690000534057617
2019-12-04,16.760000228881836
2019-12-05,16.610000610351562
2019-12-06,16.790000915527344
2019-12-09,16.65999984741211
2019-12-10,16.850000381469727
2019-12-11,17.09000015258789
2019-12-12,17.709999084472656
2019-12-13,17.6200008392334
2019-12-16,17.899999618530273
2019-12-17,18.21999931335449
2019-12-18,18.36000061035156
2019-12-19,18.43000030517578
2019-12-20,17.979999542236328
2019-12-23,18.18000030517578
2019-12-24,17.790000915527344
2019-12-26,17.93000030517578
2019-12-27,17.829999923706055
2019-12-30,17.93000030517578
2019-12-31,17.979999542236328
2020-01-02,17.989999771118164
2020-01-03,17.670000076293945
2020-01-06,17.790000915527344
2020-01-07,17.760000228881836
2020-01-08,17.81999969482422
2020-01-09,18.010000228881836
2020-01-10,17.700000762939453
2020-01-13,18.059999465942383
2020-01-14,17.899999618530273
2020-01-15,18.0
2020-01-16,18.26000022888184
2020-01-17,18.31999969482422
2020-01-21,18.309999465942383
2020-01-22,18.51000022888184
2020-01-23,18.46999931335449
2020-01-24,18.170000076293945
2020-01-27,17.700000762939453
2020-01-28,17.969999313354492
2020-01-29,17.6299991607666
2020-01-30,17.6299991607666
2020-01-31,17.299999237060547
2020-02-03,17.280000686645508
2020-02-04,17.850000381469727
2020-02-05,18.38999938964844
2020-02-06,18.200000762939453
2020-02-07,18.21999931335449
2020-02-10,18.57999992370605
2020-02-11,18.88999938964844
2020-02-12,18.57999992370605
2020-02-13,18.010000228881836
2020-02-14,17.780000686645508
2020-02-18,17.6200008392334
2020-02-19,17.690000534057617
2020-02-20,18.030000686645508
2020-02-21,17.479999542236328
2020-02-24,16.780000686645508
2020-02-25,15.859999656677246
2020-02-26,15.460000038146973
2020-02-27,14.600000381469728
2020-02-28,14.399999618530272
2020-03-02,14.779999732971191
2020-03-03,14.289999961853027
2020-03-04,14.619999885559082
2020-03-05,13.420000076293944
2020-03-06,13.119999885559082
2020-03-09,11.59000015258789
2020-03-10,12.470000267028809
2020-03-11,11.15999984741211
2020-03-12,9.449999809265137
2020-03-13,10.800000190734863
2020-03-16,8.75
2020-03-17,10.18000030517578
2020-03-18,9.829999923706056
2020-03-19,9.84000015258789
2020-03-20,8.550000190734863
2020-03-23,7.610000133514404
2020-03-24,8.520000457763672
2020-03-25,8.979999542236328
2020-03-26,9.8100004196167
2020-03-27,9.369999885559082
2020-03-30,9.5600004196167
2020-03-31,9.079999923706056
2020-04-01,8.010000228881836
2020-04-02,8.220000267028809
2020-04-03,7.809999942779541
2020-04-06,8.960000038146973
2020-04-07,9.140000343322754
2020-04-08,9.470000267028809
2020-04-09,9.859999656677246
2020-04-13,9.56999969482422
2020-04-14,9.8100004196167
2020-04-15,8.960000038146973
2020-04-16,8.710000038146973
2020-04-17,9.06999969482422
2020-04-20,9.09000015258789
2020-04-21,8.930000305175781
2020-04-22,9.18000030517578
2020-04-23,7.239999771118164
2020-04-24,7.800000190734863
2020-04-27,7.949999809265137
2020-04-28,8.510000228881836
2020-04-29,8.619999885559082
2020-04-30,8.619999885559082
2020-05-01,7.989999771118164
2020-05-04,8.09000015258789
2020-05-05,7.860000133514404
2020-05-06,7.619999885559082
2020-05-07,7.670000076293945
2020-05-08,7.980000019073486
2020-05-11,7.820000171661377
2020-05-12,7.239999771118164
2020-05-13,6.769999980926514
2020-05-14,6.989999771118164
2020-05-15,6.699999809265137
2020-05-18,7.289999961853027
2020-05-19,7.239999771118164
2020-05-20,7.369999885559082
2020-05-21,7.349999904632568
2020-05-22,7.269999980926514
2020-05-26,8.09000015258789
2020-05-27,8.369999885559082
2020-05-28,8.130000114440918
2020-05-29,7.96999979019165
2020-06-01,8.220000267028809
2020-06-02,8.369999885559082
2020-06-03,9.149999618530272
2020-06-04,9.5600004196167
2020-06-05,10.40999984741211
2020-06-08,11.550000190734863
2020-06-09,11.140000343322754
2020-06-10,10.31999969482422
2020-06-11,9.81999969482422
2020-06-12,10.34000015258789
2020-06-15,10.739999771118164
2020-06-16,11.140000343322754
2020-06-17,11.220000267028809
2020-06-18,11.329999923706056
2020-06-19,11.09000015258789
2020-06-22,11.329999923706056
2020-06-23,11.40999984741211
2020-06-24,10.720000267028809
2020-06-25,10.729999542236328
2020-06-26,10.0
2020-06-29,10.390000343322754
2020-06-30,10.760000228881836
2020-07-01,10.260000228881836
2020-07-02,10.550000190734863
2020-07-06,10.760000228881836
2020-07-07,10.34000015258789
2020-07-08,10.600000381469728
2020-07-09,10.039999961853027
2020-07-10,10.529999732971191
2020-07-13,10.619999885559082
2020-07-14,10.489999771118164
2020-07-15,10.93000030517578
2020-07-16,10.729999542236328
2020-07-17,10.489999771118164
2020-07-20,10.289999961853027
2020-07-21,10.739999771118164
2020-07-22,10.529999732971191
2020-07-23,10.68000030517578
2020-07-24,10.4399995803833
2020-07-27,10.710000038146973
2020-07-28,10.369999885559082
2020-07-29,10.600000381469728
2020-07-30,10.100000381469728
2020-07-31,10.039999961853027
2020-08-03,10.0
2020-08-04,9.770000457763672
2020-08-05,10.270000457763672
2020-08-06,10.31999969482422
2020-08-07,10.779999732971191
2020-08-10,10.789999961853027
2020-08-11,10.9399995803833
2020-08-12,11.390000343322754
2020-08-13,10.699999809265137
2020-08-14,10.68000030517578
2020-08-17,10.56999969482422
2020-08-18,10.279999732971191
2020-08-19,10.329999923706056
2020-08-20,10.020000457763672
2020-08-21,10.140000343322754
2020-08-24,10.600000381469728
2020-08-25,10.699999809265137
2020-08-26,10.56999969482422
2020-08-27,10.81999969482422
2020-08-28,10.729999542236328
2020-08-31,10.199999809265137
2020-09-01,10.18000030517578
2020-09-02,10.630000114440918
2020-09-03,11.140000343322754
2020-09-04,11.390000343322754
2020-09-08,10.699999809265137
2020-09-09,10.6899995803833
2020-09-10,10.260000228881836
2020-09-11,10.699999809265137
2020-09-14,10.68000030517578
2020-09-15,10.529999732971191
2020-09-16,10.890000343322754
2020-09-17,11.149999618530272
2020-09-18,10.979999542236328
2020-09-21,10.220000267028809
2020-09-22,10.1899995803833
2020-09-23,10.420000076293944
2020-09-24,10.800000190734863
2020-09-25,10.8100004196167
2020-09-28,11.489999771118164
2020-09-29,11.43000030517578
2020-09-30,11.40999984741211
2020-10-01,11.25
2020-10-02,11.850000381469728
","date,10-day,30-day
2020-01-06,17.82641416029497,18.200711909605182
2020-01-07,17.775515384866736,18.150171088762182
2020-01-08,17.754929542541504,18.092607658960485
2020-01-09,17.800242649425158,18.045794052684606
2020-01-10,17.814666996580183,17.993370436528252
2020-01-13,17.88043452176181,17.961250702847718
2020-01-14,17.922131262885202,17.937392232682967
2020-01-15,17.969727088465834,17.925344160346572
2020-01-16,18.060060454859876,17.93867997432695
2020-01-17,18.189747299810854,17.974604663165238
2020-01-21,18.298878531022506,18.022425037301996
2020-01-22,18.419434142835215,18.089571967791482
2020-01-23,18.508191630816217,18.16439700150575
2020-01-24,18.481949228228945,18.22200772001752
2020-01-27,18.269272721415817,18.235883375393446
2020-01-28,18.059676792645693,18.231847516610205
2020-01-29,17.82520182445796,18.193198353620414
2020-01-30,17.642151006062825,18.13234916509266
2020-01-31,17.4490194359211,18.040404259466357
2020-02-03,17.300807492419928,17.929971266852483
2020-02-04,17.32981798383925,17.842178123091283
2020-02-05,17.612848466815368,17.811522235186725
2020-02-06,17.940121461887554,17.81299293203593
2020-02-07,18.21148502658112,17.838875762433563
2020-02-10,18.45289903891207,17.900168975365204
2020-02-11,18.696525028498485,17.999122367161576
2020-02-12,18.810484535525546,18.10189118135787
2020-02-13,18.69031287684585,18.17224819156004
2020-02-14,18.39032328827213,18.201685542786848
2020-02-18,18.01141458569151,18.18781899551337
2020-02-19,17.69996031944198,18.14701016990087
2020-02-20,17.60381904370857,18.116079843856102
2020-02-21,17.543071321044305,18.06448241189389
2020-02-24,17.3284448989714,17.95519035694847
2020-02-25,16.817111271559586,17.745200744239234
2020-02-26,16.141474728632456,17.437623657752965
2020-02-27,15.315444402020388,17.01655196275335
2020-02-28,14.571292840591587,16.52701357004036
2020-03-02,14.157444260337137,16.041265482611983
2020-03-03,13.955292718097416,15.5589174010164
2020-03-04,13.987262420461635,15.126366806645546
2020-03-05,13.855100865797562,14.68364525179709
2020-03-06,13.563222126045611,14.23264197561476
2020-03-09,12.834545452426177,13.697482441659469
2020-03-10,12.255888998628867,13.180296046280946
2020-03-11,11.594313249684342,12.623446919909513
2020-03-12,10.684666705854012,11.970598146342889
2020-03-13,10.09580810142286,11.369255848717092
2020-03-16,9.421010108909224,10.723363015814067
2020-03-17,9.1590808839509,10.162944401429971
2020-03-18,9.123383927586103,9.687391731132315
2020-03-19,9.315929413805103,9.305225805535539
2020-03-20,9.179050647851193,8.919282466211627
2020-03-23,8.691080969993514,8.496247010743746
2020-03-24,8.260161855004052,8.111432359312596
2020-03-25,8.149323360366052,7.81262626606931
2020-03-26,8.487535475721264,7.660186499182042
2020-03-27,8.945151569867376,7.6156087204546905
2020-03-30,9.392919310174806,7.671009813739408
2020-03-31,9.553484945586233,7.756042790515449
2020-04-01,9.240788019546354,7.79376502594213
2020-04-02,8.742969873216417,7.805568984708478
2020-04-03,8.200808238019848,7.774154288298769
2020-04-06,8.062303129350296,7.790972916063015
2020-04-07,8.267707199038883,7.860173278794922
2020-04-08,8.744040585527516,7.997181173909096
2020-04-09,9.308434435333869,8.202915917075236
2020-04-13,9.721969630501485,8.43538397271146
2020-04-14,9.959272673635772,8.67891872448733
2020-04-15,9.83817169979365,8.85881942557605
2020-04-16,9.474626287787851,8.96154092034986
2020-04-17,9.135434316384673,9.023398957457593
2020-04-20,8.941121196746828,9.063876721867524
2020-04-21,8.843252575517903,9.08426848025305
2020-04-22,8.889363802322235,9.117531582223899
2020-04-23,8.531818325350983,9.039635164404427
2020-04-24,8.104353676420269,8.905727645932132
2020-04-27,7.759979843370843,8.741976739001531
2020-04-28,7.7520000332533705,8.594289284196806
2020-04-29,7.952323217102975,8.477292500020782
2020-04-30,8.281131264657686,8.399839440366273
2020-05-01,8.401504923117281,8.308989596042155
2020-05-04,8.37135343455305,8.216382420515929
2020-05-05,8.186343401128596,8.1111196973076
2020-05-06,7.927888889987059,7.992431162967476
2020-05-07,7.692929324718437,7.875854463645634
2020-05-08,7.635242472754585,7.789417908900954
2020-05-11,7.657535435936668,7.720175266710233
2020-05-12,7.579181844056254,7.634492104062043
2020-05-13,7.321989882112753,7.512034032267908
2020-05-14,7.060616061181733,7.382636522665674
2020-05-15,6.793525083137282,7.230438648654569
2020-05-18,6.7476058738400235,7.106607448738535
2020-05-19,6.848787684392447,7.011682696650104
2020-05-20,7.058686685562134,6.953838235947393
2020-05-21,7.244030147128636,6.924788046190815
2020-05-22,7.360282723108927,6.9165758571488025
2020-05-26,7.584292913687349,6.9699256901929045
2020-05-27,7.912757594657665,7.086701684510834
2020-05-28,8.18075763625328,7.230603136777023
2020-05-29,8.295171733336014,7.377225721882237
2020-06-01,8.345292979057389,7.532297787785958
2020-06-02,8.375353562711464,7.69308525610141
2020-06-03,8.58628275514853,7.903278795912275
2020-06-04,8.977747444191364,8.17113043140767
2020-06-05,9.60310099245322,8.520602128052797
2020-06-08,10.478646506203544,8.98195663004366
2020-06-09,11.20959610553703,9.473995379717973
2020-06-10,11.443666786617703,9.906711878588549
2020-06-11,11.164939371744792,10.23606419151402
2020-06-12,10.77073729832967,10.496462393832463
2020-06-15,10.521949358179112,10.7158552031705
2020-06-16,10.57052519538186,10.929143737345187
2020-06-17,10.820656645418419,11.142586413814175
2020-06-18,11.143949640640107,11.353631947766921
2020-06-19,11.329666832239942,11.528374975676176
2020-06-22,11.429737491800326,11.672695410123435
2020-06-23,11.469858602080683,11.784465289884997
2020-06-24,11.31732323868106,11.817981063183064
2020-06-25,11.07498980146466,11.788339456366808
2020-06-26,10.66928269164731,11.667248034357597
2020-06-29,10.35503025247593,11.507526174189797
2020-06-30,10.256474838834821,11.359692500637426
2020-07-01,10.230747678544788,11.207605074297996
2020-07-02,10.292767951464413,11.075733424497761
2020-07-06,10.444990199503273,10.974119119780893
2020-07-07,10.509687138567067,10.863738497593923
2020-07-08,10.54669724666711,10.762803759831254
2020-07-09,10.43766687951907,10.641498034043126
2020-07-10,10.386727333068848,10.538579018705635
2020-07-13,10.397818096237954,10.462961425644522
2020-07-14,10.449009896288016,10.408199375385026
2020-07-15,10.593858430843161,10.40040616739608
2020-07-16,10.72930284365259,10.421733006781576
2020-07-17,10.751403829786513,10.444041206708517
2020-07-20,10.637555352605952,10.452950130688247
2020-07-21,10.586312934605763,10.474989156552112
2020-07-22,10.540221996500035,10.489122800792845
2020-07-23,10.556171607007885,10.50974071328358
2020-07-24,10.543373629059454,10.520608071221245
2020-07-27,10.58665648951675,10.540783689184428
2020-07-28,10.549302952698989,10.545475799738291
2020-07-29,10.540868735072587,10.553480489142908
2020-07-30,10.419909284572409,10.532644701174938
2020-07-31,10.257868936326767,10.485553710178662
2020-08-03,10.078010311512031,10.41654944730916
2020-08-04,9.901808323523012,10.322777102070468
2020-08-05,9.874919506034466,10.244950642978846
2020-08-06,9.977697188444813,10.191927729131502
2020-08-07,10.24602024193966,10.189608730158927
2020-08-10,10.543494854551373,10.225449578787693
2020-08-11,10.827373481519293,10.294982152617534
2020-08-12,11.122535141068274,10.410057407194568
2020-08-13,11.20192913190283,10.509771006696969
2020-08-14,11.112181814752445,10.589759542711318
2020-08-17,10.913515153557363,10.644943396592227
2020-08-18,10.646696915289368,10.662412540545173
2020-08-19,10.40227260107946,10.654964118191845
2020-08-20,10.177595941948168,10.61869817050127
2020-08-21,10.042242562650431,10.569598911141835
2020-08-24,10.095071021956628,10.541630497970035
2020-08-25,10.286778075285632,10.536857042551896
2020-08-26,10.477697102710456,10.537429078283276
2020-08-27,10.67147464463205,10.555403600576533
2020-08-28,10.795393609518955,10.574749067538956
2020-08-31,10.714959161931818,10.558618193834915
2020-09-01,10.516716871357927,10.516444349938398
2020-09-02,10.417838286390209,10.487499197033571
2020-09-03,10.54270720915361,10.506297799011286
2020-09-04,10.846222547088006,10.58041254641762
2020-09-08,11.023586167229547,10.653824759350027
2020-09-09,11.049313226372306,10.717813993542853
2020-09-10,10.846838367346562,10.737038005876713
2020-09-11,10.669040286902225,10.744193900050227
2020-09-14,10.55420195743291,10.74174049879915
2020-09-15,10.508313063419227,10.728490670590418
2020-09-16,10.578838429306492,10.731277790513944
2020-09-17,10.776757566856615,10.764855921960645
2020-09-18,10.950161470548073,10.806163059972949
2020-09-21,10.874040244324041,10.805924700665217
2020-09-22,10.642494741112296,10.771412482723115
2020-09-23,10.425121035720363,10.72068844740536
2020-09-24,10.382191855498036,10.68159346795851
2020-09-25,10.475192061337557,10.65823758685888
2020-09-28,10.806151680994516,10.69696448093674
2020-09-29,11.173606273381395,10.77820609208931
2020-09-30,11.459555696236967,10.88225556971779
2020-10-01,11.561939460099344,10.984703605371566
2020-10-02,11.687535434299045,11.113453810838816
"
3287,US,technical,"During March 15, 2020 to March 03, 2021, how many times did Cencora's 10-day and 5-day Hull Moving Average lines form a golden cross? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",35.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2020-02-24,94.93000030517578
2020-02-25,92.93000030517578
2020-02-26,93.70999908447266
2020-02-27,86.58999633789062
2020-02-28,84.31999969482422
2020-03-02,87.16000366210938
2020-03-03,85.87000274658203
2020-03-04,90.37999725341795
2020-03-05,86.97000122070312
2020-03-06,85.80999755859375
2020-03-09,83.2699966430664
2020-03-10,86.06999969482422
2020-03-11,84.95999908447266
2020-03-12,80.48999786376953
2020-03-13,90.0
2020-03-16,80.5
2020-03-17,89.5
2020-03-18,84.97000122070312
2020-03-19,86.0
2020-03-20,80.61000061035156
2020-03-23,73.93000030517578
2020-03-24,79.8499984741211
2020-03-25,75.3499984741211
2020-03-26,84.16000366210938
2020-03-27,81.77999877929688
2020-03-30,88.0999984741211
2020-03-31,88.5
2020-04-01,86.2300033569336
2020-04-02,83.88999938964844
2020-04-03,81.33999633789062
2020-04-06,86.29000091552734
2020-04-07,87.19999694824219
2020-04-08,88.33000183105469
2020-04-09,87.80999755859375
2020-04-13,85.44999694824219
2020-04-14,89.41999816894531
2020-04-15,88.33000183105469
2020-04-16,86.27999877929688
2020-04-17,89.19000244140625
2020-04-20,89.62000274658203
2020-04-21,85.56999969482422
2020-04-22,86.5
2020-04-23,87.26000213623047
2020-04-24,88.69999694824219
2020-04-27,90.77999877929688
2020-04-28,89.52999877929688
2020-04-29,89.33999633789062
2020-04-30,89.66000366210938
2020-05-01,86.37999725341797
2020-05-04,86.41999816894531
2020-05-05,87.97000122070312
2020-05-06,85.5
2020-05-07,88.73999786376953
2020-05-08,88.08999633789062
2020-05-11,90.63999938964844
2020-05-12,88.58000183105469
2020-05-13,84.1500015258789
2020-05-14,84.02999877929688
2020-05-15,85.75
2020-05-18,89.19999694824219
2020-05-19,89.62999725341797
2020-05-20,92.7300033569336
2020-05-21,92.25
2020-05-22,93.13999938964844
2020-05-26,90.77999877929688
2020-05-27,93.33000183105467
2020-05-28,94.4000015258789
2020-05-29,95.33999633789062
2020-06-01,95.1500015258789
2020-06-02,98.66000366210938
2020-06-03,99.48999786376952
2020-06-04,99.4499969482422
2020-06-05,98.97000122070312
2020-06-08,102.3000030517578
2020-06-09,99.9000015258789
2020-06-10,96.9499969482422
2020-06-11,93.51000213623048
2020-06-12,94.87000274658205
2020-06-15,96.20999908447266
2020-06-16,99.11000061035156
2020-06-17,100.1500015258789
2020-06-18,100.25
2020-06-19,102.1500015258789
2020-06-22,101.7300033569336
2020-06-23,101.5
2020-06-24,98.83999633789062
2020-06-25,100.66999816894533
2020-06-26,99.18000030517578
2020-06-29,98.98999786376952
2020-06-30,100.7699966430664
2020-07-01,99.4499969482422
2020-07-02,100.08999633789062
2020-07-06,100.72000122070312
2020-07-07,98.3000030517578
2020-07-08,97.20999908447266
2020-07-09,96.38999938964844
2020-07-10,97.0500030517578
2020-07-13,97.2699966430664
2020-07-14,99.33000183105467
2020-07-15,101.9000015258789
2020-07-16,102.73999786376952
2020-07-17,104.4499969482422
2020-07-20,102.19000244140624
2020-07-21,104.1500015258789
2020-07-22,103.80999755859376
2020-07-23,104.02999877929688
2020-07-24,103.76000213623048
2020-07-27,104.0
2020-07-28,102.11000061035156
2020-07-29,103.30999755859376
2020-07-30,102.16999816894533
2020-07-31,100.19000244140624
2020-08-03,104.4800033569336
2020-08-04,104.6999969482422
2020-08-05,103.5
2020-08-06,101.61000061035156
2020-08-07,102.0999984741211
2020-08-10,103.04000091552734
2020-08-11,101.37999725341795
2020-08-12,103.5500030517578
2020-08-13,102.7300033569336
2020-08-14,103.75
2020-08-17,103.41999816894533
2020-08-18,102.83999633789062
2020-08-19,101.70999908447266
2020-08-20,99.04000091552734
2020-08-21,98.1500015258789
2020-08-24,97.56999969482422
2020-08-25,98.27999877929688
2020-08-26,97.66000366210938
2020-08-27,98.12999725341795
2020-08-28,97.5500030517578
2020-08-31,97.02999877929688
2020-09-01,94.3000030517578
2020-09-02,98.29000091552734
2020-09-03,97.58000183105467
2020-09-04,96.5999984741211
2020-09-08,95.36000061035156
2020-09-09,96.1999969482422
2020-09-10,94.2699966430664
2020-09-11,94.08000183105467
2020-09-14,94.5999984741211
2020-09-15,94.9000015258789
2020-09-16,96.79000091552734
2020-09-17,96.80999755859376
2020-09-18,96.83000183105467
2020-09-21,95.81999969482422
2020-09-22,95.26000213623048
2020-09-23,94.13999938964844
2020-09-24,94.66000366210938
2020-09-25,96.8000030517578
2020-09-28,97.58000183105467
2020-09-29,96.16000366210938
2020-09-30,96.91999816894533
2020-10-01,95.36000061035156
2020-10-02,95.37999725341795
2020-10-05,96.38999938964844
2020-10-06,95.62999725341795
2020-10-07,95.58999633789062
2020-10-08,98.48999786376952
2020-10-09,96.86000061035156
2020-10-12,96.86000061035156
2020-10-13,97.2699966430664
2020-10-14,98.44000244140624
2020-10-15,99.3499984741211
2020-10-16,99.5199966430664
2020-10-19,97.8000030517578
2020-10-20,97.98999786376952
2020-10-21,97.7300033569336
2020-10-22,98.72000122070312
2020-10-23,99.37999725341795
2020-10-26,98.37000274658205
2020-10-27,97.6500015258789
2020-10-28,95.6999969482422
2020-10-29,94.58999633789062
2020-10-30,96.06999969482422
2020-11-02,98.94000244140624
2020-11-03,102.1500015258789
2020-11-04,104.98999786376952
2020-11-05,105.41999816894533
2020-11-06,103.9499969482422
2020-11-09,106.26000213623048
2020-11-10,110.08000183105467
2020-11-11,107.33000183105467
2020-11-12,106.0999984741211
2020-11-13,108.12000274658205
2020-11-16,109.01000213623048
2020-11-17,104.88999938964844
2020-11-18,103.44000244140624
2020-11-19,101.9000015258789
2020-11-20,100.45999908447266
2020-11-23,100.4800033569336
2020-11-24,103.0999984741211
2020-11-25,103.11000061035156
2020-11-27,103.1999969482422
2020-11-30,103.11000061035156
2020-12-01,102.19000244140624
2020-12-02,103.12000274658205
2020-12-03,101.5
2020-12-04,102.9800033569336
2020-12-07,99.48999786376952
2020-12-08,100.43000030517578
2020-12-09,101.11000061035156
2020-12-10,99.37000274658205
2020-12-11,98.05999755859376
2020-12-14,97.12000274658205
2020-12-15,99.02999877929688
2020-12-16,98.37000274658205
2020-12-17,98.73999786376952
2020-12-18,98.61000061035156
2020-12-21,97.66999816894533
2020-12-22,96.72000122070312
2020-12-23,97.23999786376952
2020-12-24,96.97000122070312
2020-12-28,96.8000030517578
2020-12-29,97.12000274658205
2020-12-30,96.95999908447266
2020-12-31,97.76000213623048
2021-01-04,96.5
2021-01-05,97.76000213623048
2021-01-06,106.16999816894533
2021-01-07,110.12999725341795
2021-01-08,110.02999877929688
2021-01-11,107.3499984741211
2021-01-12,106.5199966430664
2021-01-13,105.62000274658205
2021-01-14,105.63999938964844
2021-01-15,106.8000030517578
2021-01-19,103.5
2021-01-20,103.79000091552734
2021-01-21,104.91000366210938
2021-01-22,107.76000213623048
2021-01-25,106.87000274658205
2021-01-26,108.83999633789062
2021-01-27,106.83999633789062
2021-01-28,106.9000015258789
2021-01-29,104.1999969482422
2021-02-01,106.88999938964844
2021-02-02,105.62000274658205
2021-02-03,105.52999877929688
2021-02-04,111.91999816894533
2021-02-05,109.69000244140624
2021-02-08,108.48999786376952
2021-02-09,107.43000030517578
2021-02-10,106.2699966430664
2021-02-11,104.52999877929688
2021-02-12,105.18000030517578
2021-02-16,103.37000274658205
2021-02-17,105.30999755859376
2021-02-18,105.26000213623048
2021-02-19,105.87000274658205
2021-02-22,106.12000274658205
2021-02-23,106.47000122070312
2021-02-24,105.1999969482422
2021-02-25,102.8499984741211
2021-02-26,101.22000122070312
2021-03-01,103.16999816894533
2021-03-02,104.25
2021-03-03,103.33999633789062
","date,10-day,5-day
2020-03-10,85.32815950952396,83.87133110894098
2020-03-11,84.74254336886936,85.19466620551215
2020-03-12,83.40259390166311,82.12266540527344
2020-03-13,84.09514997848356,85.59666578504773
2020-03-16,83.77769615866922,84.94955579969617
2020-03-17,84.97303010574495,85.98133375379774
2020-03-18,85.56823276558309,87.30400102403428
2020-03-19,86.26936439745354,86.0044452243381
2020-03-20,84.9896271522599,82.26222262912326
2020-03-23,81.61396038941662,74.69066704644096
2020-03-24,78.77181838835129,74.6717768351237
2020-03-25,76.27082767679234,76.07133127848307
2020-03-26,76.71956558998185,80.74000142415365
2020-03-27,78.3724748322458,84.23200158013238
2020-03-30,82.02072710750078,87.33955417209201
2020-03-31,85.66965619482174,90.29622090657551
2020-04-01,88.12325299195568,88.71000213623046
2020-04-02,88.2787885492498,84.82066853841145
2020-04-03,86.58217152296895,81.1455529106988
2020-04-06,85.2815651017006,83.09266459147136
2020-04-07,85.05211984653666,87.22622053358289
2020-04-08,85.96451401373353,89.18066660563152
2020-04-09,87.16500883006086,89.02066633436415
2020-04-13,87.60899836992975,86.61044141981337
2020-04-14,88.19190698488795,87.47444135877822
2020-04-15,88.5283420524212,89.09000040690103
2020-04-16,88.2242516103417,87.45755649142795
2020-04-17,88.22653561216413,87.77133483886719
2020-04-20,88.65967832623107,89.67311435275609
2020-04-21,88.22941613245492,87.5586681789822
2020-04-22,87.50517331518309,85.50244394938152
2020-04-23,87.00301159174755,86.28711191813152
2020-04-24,87.13332356924963,88.23022121853298
2020-04-27,88.09128205270478,90.68666398790147
2020-04-28,89.17200853752367,90.99044257269968
2020-04-29,89.90406828600952,89.80155266655817
2020-04-30,90.2168772225428,89.43244510226778
2020-05-01,89.43385740337949,87.4153340657552
2020-05-04,88.13918075561521,85.56844228108724
2020-05-05,87.26624178645586,86.62066616482207
2020-05-06,86.39149483574761,86.39000091552735
2020-05-07,86.44624202227351,87.34622124565972
2020-05-08,86.94878651012074,88.685107421875
2020-05-11,88.23889718103891,90.24066399468315
2020-05-12,89.05183717361604,90.0784456041124
2020-05-13,88.38641405201922,85.75711398654512
2020-05-14,86.7252226473105,82.60822279188368
2020-05-15,85.3785561763879,83.79111022949219
2020-05-18,85.47629267374676,87.93866424560547
2020-05-19,86.68389750779276,90.75355190700957
2020-05-20,89.06733220418293,92.91977844238282
2020-05-21,91.36770663020586,93.77289140489366
2020-05-22,93.1848586034293,93.66644473605686
2020-05-26,93.5753635907414,92.02999860975478
2020-05-27,93.70062664301709,92.10355580647786
2020-05-28,93.88492000078914,94.18222435845269
2020-05-29,94.48758591160629,95.74955427381728
2020-06-01,95.09946453980724,95.98022087944878
2020-06-02,96.48412194300181,97.86555853949652
2020-06-03,98.11581883285986,100.22689005533853
2020-06-04,99.52549458513356,100.62044118245443
2020-06-05,100.24337311561662,99.72644280327692
2020-06-08,101.2160809295346,101.2215582953559
2020-06-09,101.50050599069304,101.47400343153213
2020-06-10,100.62866723417032,98.12711012098522
2020-06-11,98.32345524026891,93.58933241102433
2020-06-12,96.07641530663075,92.52000257703997
2020-06-15,94.69112221303612,94.82755686442057
2020-06-16,95.05963712750058,98.41555531819661
2020-06-17,96.68077865754715,101.00866750081381
2020-06-18,98.6976370917426,101.44644521077474
2020-06-19,100.7139401676679,102.17266760932074
2020-06-22,102.1233348268451,102.58333621554904
2020-06-23,102.7378097302986,102.00555742051866
2020-06-24,102.0906064505529,99.76666395399305
2020-06-25,101.3221504905007,99.28488481309678
2020-06-26,100.33179638024534,99.42044321695964
2020-06-29,99.49919997706559,98.84333258734809
2020-06-30,99.3254317620788,99.87288597954644
2020-07-01,99.38543134747128,100.18910725911458
2020-07-02,99.595875341242,99.94510718451606
2020-07-06,99.98292660183377,100.52222154405382
2020-07-07,99.83031234741209,99.33822580973306
2020-07-08,99.02336412680269,97.13777991400825
2020-07-09,97.8155665773334,95.81155480278863
2020-07-10,96.86605210737748,96.06577894422743
2020-07-13,96.36729372583255,96.97911054823135
2020-07-14,96.84320248690517,98.76266598171658
2020-07-15,98.42561670939126,101.70644616021052
2020-07-16,100.51825268677992,103.73377753363714
2020-07-17,102.75198890608972,105.02310774061414
2020-07-20,103.96531231812757,103.95466613769531
2020-07-21,104.67847464205039,103.50044708251953
2020-07-22,104.81421195136177,104.0519999186198
2020-07-23,104.75573685000643,104.17555321587456
2020-07-24,104.48907062260791,103.98555586073134
2020-07-27,104.32825268832119,103.91244591606988
2020-07-28,103.7325559750952,102.74888966878257
2020-07-29,103.2989898219253,102.44488745795356
2020-07-30,102.76411030316596,102.3866638183594
2020-07-31,101.8653024153276,100.66133371988934
2020-08-03,101.88824301054984,102.30933736165365
2020-08-04,102.65912175804677,105.14266713460286
2020-08-05,103.41261651395547,104.85733133951823
2020-08-06,103.40077798246132,102.41133304172092
2020-08-07,103.05442395451092,101.23244391547308
2020-08-10,102.72505010739722,102.22488878038193
2020-08-11,102.18220112347842,102.07799869113497
2020-08-12,102.19849470504607,102.64711168077254
2020-08-13,102.40363735622829,103.25467071533204
2020-08-14,102.90010268856781,103.60644683837889
2020-08-17,103.29074861160434,103.7875540839301
2020-08-18,103.45995918813378,103.1744401719835
2020-08-19,103.07139231363935,101.93910793728298
2020-08-20,101.8246345982407,99.46000027126736
2020-08-21,100.09477689338455,97.36155785454643
2020-08-24,98.38603022411617,96.67555677625866
2020-08-25,97.32318196922841,97.32955457899305
2020-08-26,96.79305152507743,97.74311252170139
2020-08-27,96.84778849283855,97.91311136881511
2020-08-28,97.04286959869694,97.76933390299477
2020-08-31,97.12448539348564,97.12088945176866
2020-09-01,96.38665763777915,94.95511254204645
2020-09-02,96.3003850609365,96.03933546278215
2020-09-03,96.51091075858683,98.08200174967449
2020-09-04,96.72876871282403,97.48644409179688
2020-09-08,96.47073797360815,95.70533243815105
2020-09-09,96.26861548375602,95.33777567545572
2020-09-10,95.56583634193497,94.68199598524306
2020-09-11,94.74350300027868,93.69311031765407
2020-09-14,94.16667502817482,93.92711164686415
2020-09-15,94.0478477323898,94.69222310384116
2020-09-16,94.62552551115402,96.31466827392576
2020-09-17,95.56409119114733,97.44088795979819
2020-09-18,96.47331358784378,97.37755516899956
2020-09-21,96.82495997265134,96.38400065104166
2020-09-22,96.6031118990195,95.22689039442274
2020-09-23,95.79038451994309,94.09733412000867
2020-09-24,94.98931457827791,93.92689090304903
2020-09-25,94.94443660697554,95.84200388590494
2020-09-28,95.65382095491043,97.89244740804033
2020-09-29,96.29448805529664,97.44489186604817
2020-09-30,96.85313363894068,96.7453335232205
2020-10-01,96.79508206916576,95.83822089301218
2020-10-02,96.3523733119772,95.0195532904731
2020-10-05,96.01188746750957,95.6955534193251
2020-10-06,95.77089659565627,96.00155334472657
2020-10-07,95.60119886301986,95.63755187988279
2020-10-08,96.22247127956814,97.42266337076823
2020-10-09,96.82099738072867,98.10399966769747
2020-10-12,97.21036230530403,97.17733493381076
2020-10-13,97.40616062048711,97.01999884711371
2020-10-14,97.79465650308013,98.04266645643445
2020-10-15,98.37101021198312,99.43177812364365
2020-10-16,99.0585953144112,100.06355285644531
2020-10-19,99.2177572076971,98.80044436984592
2020-10-20,99.0087369360105,97.64044494628904
2020-10-21,98.52206103392321,97.44777933756511
2020-10-22,98.28119307238647,98.18400268554689
2020-10-23,98.41908164746833,99.33755459255644
2020-10-26,98.58268774013327,99.12199978298612
2020-10-27,98.47376879297121,97.90089111328126
2020-10-28,97.71482858368846,95.98399912516277
2020-10-29,96.43321087769789,94.1504399617513
2020-10-30,95.48779602821428,94.65821940104166
2020-11-02,95.76845323967211,97.84933505588106
2020-11-03,97.58664632469716,102.07333662245009
2020-11-04,100.62652546275744,105.8044443766276
2020-11-05,103.75169685440834,107.241775004069
2020-11-06,105.70212001607875,105.7324408637153
2020-11-09,106.90075642749515,105.59955529106992
2020-11-10,108.3208380342734,109.14155849880643
2020-11-11,109.02384935629489,109.72755855984154
2020-11-12,108.82677880489466,107.01933339436846
2020-11-13,108.58562778511434,106.8611116197374
2020-11-16,108.64162811895812,108.70333591037327
2020-11-17,107.8215873872391,106.84155646430122
2020-11-18,106.3096580351242,103.25911204020183
2020-11-19,104.31904195920386,101.0717797173394
2020-11-20,102.14840506351356,99.70466681586372
2020-11-23,100.35146585329615,99.4260013156467
2020-11-24,99.99462701046104,101.64466722276477
2020-11-25,100.62486912120471,103.61644388834634
2020-11-27,101.6831912108142,103.8415534125434
2020-11-30,102.6297363666573,103.45822075737847
2020-12-01,103.04295914004547,102.55600195990668
2020-12-02,103.16385942709564,102.55089263916015
2020-12-03,102.75916303384183,102.03466847737629
2020-12-04,102.54600225891731,102.19844631618923
2020-12-07,101.67353695956145,100.69888882107205
2020-12-08,100.86324325715653,99.42133195665146
2020-12-09,100.3677476516878,100.33177778455946
2020-12-10,99.90762684369328,100.02711334228515
2020-12-11,99.12789906973792,98.2408889770508
2020-12-14,98.15987929527205,96.71644473605689
2020-12-15,97.7241720103254,97.615111456977
2020-12-16,97.58858667238796,98.66444566514754
2020-12-17,97.80744471694486,98.81644439697264
2020-12-18,98.13268703113903,98.76733245849609
2020-12-21,98.22031256935811,98.01644321017795
2020-12-22,97.8167066092443,96.77777760823568
2020-12-23,97.36899909587821,96.5564437866211
2020-12-24,96.96570654204397,96.83799981011286
2020-12-28,96.68262673580284,96.79689161512589
2020-12-29,96.61454725169172,96.93267059326172
2020-12-30,96.68719379155323,97.03488989935981
2020-12-31,96.97981005581944,97.51111145019532
2021-01-04,97.03213277489247,97.12244500054254
2021-01-05,97.22347607082791,97.20666792127821
2021-01-06,99.47760650172377,103.45199974907773
2021-01-07,103.5825245096226,111.26644134521486
2021-01-08,107.85208919794873,113.47399715847439
2021-01-11,110.39465437609739,110.2351094563802
2021-01-12,110.94597702026367,106.68221961127388
2021-01-13,109.77955378522775,105.0608891805013
2021-01-14,107.97931231874408,104.87200164794922
2021-01-15,106.6797785209887,106.02689124213323
2021-01-19,105.35699130742238,104.79622395833333
2021-01-20,104.30963812934027,103.10488942464194
2021-01-21,103.86352748678188,103.86333584255642
2021-01-22,104.61329553777522,106.84511447482639
2021-01-25,105.63839680064808,108.18422512478303
2021-01-26,107.09751664749298,108.8368874443902
2021-01-27,107.89924178460632,108.13621690538196
2021-01-28,108.11161459720495,106.83644256591798
2021-01-29,107.14872492009943,104.78177693684897
2021-02-01,106.48318956163195,105.1108874850803
2021-02-02,105.83497872400767,106.00289052327474
2021-02-03,105.48541396169952,105.64000125461155
2021-02-04,106.82670688051167,109.66622060139974
2021-02-05,108.52865689980865,112.03200022379558
2021-02-08,109.60095967764806,109.9611111111111
2021-02-09,109.62759585910374,107.57666592068142
2021-02-10,108.79380705091688,105.94821997748481
2021-02-11,107.09091765278517,104.33510843912761
2021-02-12,105.56093786220356,104.0455551147461
2021-02-16,104.16210067440765,103.5302247789171
2021-02-17,103.66632315125128,104.13488939073353
2021-02-18,103.77362690164587,105.3448889838325
2021-02-19,104.43782976709231,105.98400268554691
2021-02-22,105.20227512398155,106.36133694118926
2021-02-23,105.9715480226459,106.62022450764975
2021-02-24,106.173152923584,105.8499981350369
2021-02-25,105.43342409230245,103.42932976616753
2021-02-26,103.8620597762291,100.84244384765624
2021-03-01,102.67206932607321,101.32533315022788
2021-03-02,102.33552394828409,103.68599938286677
2021-03-03,102.47872549500129,104.2179975721571
"
3288,US,technical,"For Cisco, how many times did the 30-day and 10-day Hull Moving Average lines produce a death cross between November 30, 2021 and October 29, 2022? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2021-09-27,56.220001220703125
2021-09-28,55.52000045776367
2021-09-29,55.47999954223633
2021-09-30,54.43000030517578
2021-10-01,55.13999938964844
2021-10-04,54.22999954223633
2021-10-05,54.68999862670898
2021-10-06,53.93999862670898
2021-10-07,55.02000045776367
2021-10-08,55.08000183105469
2021-10-11,54.93000030517578
2021-10-12,54.27999877929688
2021-10-13,54.619998931884766
2021-10-14,55.650001525878906
2021-10-15,55.25
2021-10-18,55.18999862670898
2021-10-19,55.7400016784668
2021-10-20,56.20000076293945
2021-10-21,55.68999862670898
2021-10-22,55.11000061035156
2021-10-25,55.13999938964844
2021-10-26,55.810001373291016
2021-10-27,56.18000030517578
2021-10-28,56.2400016784668
2021-10-29,55.970001220703125
2021-11-01,56.09999847412109
2021-11-02,57.619998931884766
2021-11-03,57.650001525878906
2021-11-04,57.119998931884766
2021-11-05,57.06999969482422
2021-11-08,57.0
2021-11-09,57.43999862670898
2021-11-10,57.77000045776367
2021-11-11,56.7599983215332
2021-11-12,56.81999969482422
2021-11-15,57.27000045776367
2021-11-16,57.0
2021-11-17,56.7599983215332
2021-11-18,53.630001068115234
2021-11-19,53.25
2021-11-22,54.59999847412109
2021-11-23,55.29999923706055
2021-11-24,55.540000915527344
2021-11-26,54.66999816894531
2021-11-29,55.7599983215332
2021-11-30,54.84000015258789
2021-12-01,55.02999877929688
2021-12-02,56.150001525878906
2021-12-03,56.22999954223633
2021-12-06,56.959999084472656
2021-12-07,58.08000183105469
2021-12-08,57.02000045776367
2021-12-09,57.54999923706055
2021-12-10,59.25
2021-12-13,58.61000061035156
2021-12-14,57.77000045776367
2021-12-15,59.93000030517578
2021-12-16,60.310001373291016
2021-12-17,60.459999084472656
2021-12-20,60.36000061035156
2021-12-21,61.02999877929688
2021-12-22,61.52999877929688
2021-12-23,62.27999877929688
2021-12-27,63.41999816894531
2021-12-28,63.52999877929688
2021-12-29,63.959999084472656
2021-12-30,63.619998931884766
2021-12-31,63.369998931884766
2022-01-03,63.15999984741211
2022-01-04,61.25
2022-01-05,60.27999877929688
2022-01-06,60.91999816894531
2022-01-07,61.130001068115234
2022-01-10,61.81999969482422
2022-01-11,62.369998931884766
2022-01-12,62.119998931884766
2022-01-13,61.5
2022-01-14,61.36000061035156
2022-01-18,59.72999954223633
2022-01-19,58.900001525878906
2022-01-20,58.08000183105469
2022-01-21,56.68000030517578
2022-01-24,56.900001525878906
2022-01-25,56.11000061035156
2022-01-26,55.33000183105469
2022-01-27,54.619998931884766
2022-01-28,55.61000061035156
2022-01-31,55.66999816894531
2022-02-01,55.369998931884766
2022-02-02,56.16999816894531
2022-02-03,55.20000076293945
2022-02-04,55.150001525878906
2022-02-07,55.16999816894531
2022-02-08,55.34000015258789
2022-02-09,56.290000915527344
2022-02-10,54.869998931884766
2022-02-11,53.900001525878906
2022-02-14,53.18000030517578
2022-02-15,54.27000045776367
2022-02-16,54.25
2022-02-17,55.77000045776367
2022-02-18,57.209999084472656
2022-02-22,56.29999923706055
2022-02-23,54.43999862670898
2022-02-24,54.72999954223633
2022-02-25,56.040000915527344
2022-02-28,55.77000045776367
2022-03-01,54.619998931884766
2022-03-02,56.150001525878906
2022-03-03,56.06999969482422
2022-03-04,56.5099983215332
2022-03-07,55.59000015258789
2022-03-08,54.400001525878906
2022-03-09,55.91999816894531
2022-03-10,54.709999084472656
2022-03-11,54.68999862670898
2022-03-14,54.29999923706055
2022-03-15,55.59999847412109
2022-03-16,55.810001373291016
2022-03-17,56.16999816894531
2022-03-18,55.970001220703125
2022-03-21,56.0
2022-03-22,56.16999816894531
2022-03-23,54.47999954223633
2022-03-24,54.5
2022-03-25,54.970001220703125
2022-03-28,55.13999938964844
2022-03-29,55.66999816894531
2022-03-30,56.04999923706055
2022-03-31,55.7599983215332
2022-04-01,55.65999984741211
2022-04-04,55.869998931884766
2022-04-05,54.91999816894531
2022-04-06,54.369998931884766
2022-04-07,54.630001068115234
2022-04-08,54.27999877929688
2022-04-11,52.880001068115234
2022-04-12,51.81999969482422
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2022-10-03,40.074180399166636,40.512282858954535
2022-10-04,39.96709001780411,40.9138282660282
2022-10-05,39.97535780793877,41.4138387583723
2022-10-06,40.04979226238838,41.74626327668778
2022-10-07,40.089960759344066,41.59580886147239
2022-10-10,40.06687934889161,41.03847520616319
2022-10-11,39.98207544169546,40.29627332591047
2022-10-12,39.84677903835064,39.58975820445051
2022-10-13,39.7757543216555,39.418334028455945
2022-10-14,39.74431922598124,39.555334056507455
2022-10-17,39.81077794980832,40.102364068079474
2022-10-18,39.97473527245197,40.84358615682583
2022-10-19,40.20275429182155,41.56665697964755
2022-10-20,40.44835207580238,41.99794970425692
2022-10-21,40.76068707797689,42.43580789662371
2022-10-24,41.141804226290795,42.95908063638089
2022-10-25,41.60959881854314,43.64857580011542
2022-10-26,42.13067984249429,44.27981860998906
2022-10-27,42.675704472039335,44.746070846403484
2022-10-28,43.28491115474359,45.24736339684688
"
3289,US,technical,"From October 21, 2020 to August 29, 2021, count the number of golden cross occurrences between the 10-day and 5-day Hull Moving Average lines for Globe Life. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",28.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close
2020-09-30,79.9000015258789
2020-10-01,80.5199966430664
2020-10-02,80.79000091552734
2020-10-05,82.16999816894531
2020-10-06,81.05999755859375
2020-10-07,82.13999938964844
2020-10-08,82.97000122070312
2020-10-09,81.79000091552734
2020-10-12,82.44000244140625
2020-10-13,81.31999969482422
2020-10-14,81.5199966430664
2020-10-15,82.87000274658203
2020-10-16,83.23999786376953
2020-10-19,82.68000030517578
2020-10-20,83.44999694824219
2020-10-21,84.12999725341797
2020-10-22,86.4800033569336
2020-10-23,86.13999938964844
2020-10-26,83.83000183105469
2020-10-27,81.3499984741211
2020-10-28,78.79000091552734
2020-10-29,79.7699966430664
2020-10-30,81.08999633789062
2020-11-02,83.25
2020-11-03,85.1500015258789
2020-11-04,83.75
2020-11-05,86.30000305175781
2020-11-06,84.69999694824219
2020-11-09,91.47000122070312
2020-11-10,92.7699966430664
2020-11-11,91.98999786376952
2020-11-12,89.3499984741211
2020-11-13,92.04000091552734
2020-11-16,94.26000213623048
2020-11-17,93.79000091552734
2020-11-18,92.45999908447266
2020-11-19,93.3499984741211
2020-11-20,93.29000091552734
2020-11-23,94.62999725341795
2020-11-24,97.5199966430664
2020-11-25,96.6500015258789
2020-11-27,96.0199966430664
2020-11-30,93.0999984741211
2020-12-01,94.44000244140624
2020-12-02,95.12999725341795
2020-12-03,94.9499969482422
2020-12-04,96.45999908447266
2020-12-07,94.87999725341795
2020-12-08,94.5500030517578
2020-12-09,94.36000061035156
2020-12-10,94.87999725341795
2020-12-11,93.6999969482422
2020-12-14,91.7699966430664
2020-12-15,93.70999908447266
2020-12-16,93.52999877929688
2020-12-17,93.43000030517578
2020-12-18,92.80999755859376
2020-12-21,92.25
2020-12-22,91.75
2020-12-23,92.9000015258789
2020-12-24,92.87000274658205
2020-12-28,93.29000091552734
2020-12-29,92.16000366210938
2020-12-30,93.20999908447266
2020-12-31,94.95999908447266
2021-01-04,92.4000015258789
2021-01-05,92.33000183105467
2021-01-06,97.47000122070312
2021-01-07,96.97000122070312
2021-01-08,96.44000244140624
2021-01-11,95.36000061035156
2021-01-12,95.6500015258789
2021-01-13,95.91000366210938
2021-01-14,96.58000183105467
2021-01-15,96.08000183105467
2021-01-19,96.87999725341795
2021-01-20,96.5199966430664
2021-01-21,95.70999908447266
2021-01-22,94.33999633789062
2021-01-25,93.5
2021-01-26,93.11000061035156
2021-01-27,90.1999969482422
2021-01-28,92.76000213623048
2021-01-29,90.38999938964844
2021-02-01,91.33000183105467
2021-02-02,92.58000183105467
2021-02-03,90.83999633789062
2021-02-04,93.02999877929688
2021-02-05,93.66000366210938
2021-02-08,94.0999984741211
2021-02-09,92.75
2021-02-10,92.36000061035156
2021-02-11,92.70999908447266
2021-02-12,94.0199966430664
2021-02-16,93.77999877929688
2021-02-17,94.68000030517578
2021-02-18,93.58000183105467
2021-02-19,95.3000030517578
2021-02-22,96.54000091552734
2021-02-23,96.16999816894533
2021-02-24,98.31999969482422
2021-02-25,96.2300033569336
2021-02-26,93.4000015258789
2021-03-01,95.12000274658205
2021-03-02,96.05999755859376
2021-03-03,96.31999969482422
2021-03-04,94.51000213623048
2021-03-05,97.31999969482422
2021-03-08,99.47000122070312
2021-03-09,99.0500030517578
2021-03-10,101.13999938964844
2021-03-11,99.8499984741211
2021-03-12,101.38999938964844
2021-03-15,101.18000030517578
2021-03-16,99.62999725341795
2021-03-17,100.51000213623048
2021-03-18,100.04000091552734
2021-03-19,98.95999908447266
2021-03-22,98.16999816894533
2021-03-23,96.25
2021-03-24,96.6500015258789
2021-03-25,98.13999938964844
2021-03-26,98.45999908447266
2021-03-29,97.31999969482422
2021-03-30,98.31999969482422
2021-03-31,96.62999725341795
2021-04-01,98.69000244140624
2021-04-05,98.69000244140624
2021-04-06,98.91999816894533
2021-04-07,98.88999938964844
2021-04-08,97.9800033569336
2021-04-09,99.41000366210938
2021-04-12,100.8000030517578
2021-04-13,100.63999938964844
2021-04-14,101.76000213623048
2021-04-15,102.0999984741211
2021-04-16,104.41000366210938
2021-04-19,104.2699966430664
2021-04-20,103.31999969482422
2021-04-21,105.37000274658205
2021-04-22,102.11000061035156
2021-04-23,103.08000183105467
2021-04-26,102.47000122070312
2021-04-27,102.6999969482422
2021-04-28,102.30999755859376
2021-04-29,103.43000030517578
2021-04-30,102.48999786376952
2021-05-03,103.33000183105467
2021-05-04,103.95999908447266
2021-05-05,105.2300033569336
2021-05-06,106.27999877929688
2021-05-07,105.98999786376952
2021-05-10,105.86000061035156
2021-05-11,103.91000366210938
2021-05-12,102.12000274658205
2021-05-13,105.0999984741211
2021-05-14,106.43000030517578
2021-05-17,105.79000091552734
2021-05-18,105.18000030517578
2021-05-19,105.04000091552734
2021-05-20,104.69000244140624
2021-05-21,105.47000122070312
2021-05-24,105.33999633789062
2021-05-25,103.69000244140624
2021-05-26,103.98999786376952
2021-05-27,105.19000244140624
2021-05-28,105.41999816894533
2021-06-01,105.9800033569336
2021-06-02,106.08999633789062
2021-06-03,106.31999969482422
2021-06-04,106.48999786376952
2021-06-07,106.47000122070312
2021-06-08,106.37999725341795
2021-06-09,104.81999969482422
2021-06-10,103.5500030517578
2021-06-11,104.16000366210938
2021-06-14,102.97000122070312
2021-06-15,104.16000366210938
2021-06-16,103.05999755859376
2021-06-17,98.11000061035156
2021-06-18,92.25
2021-06-21,95.6999969482422
2021-06-22,95.0500030517578
2021-06-23,95.0500030517578
2021-06-24,96.3000030517578
2021-06-25,98.0199966430664
2021-06-28,96.19000244140624
2021-06-29,95.16000366210938
2021-06-30,95.25
2021-07-01,96.66000366210938
2021-07-02,95.79000091552734
2021-07-06,94.06999969482422
2021-07-07,94.63999938964844
2021-07-08,91.73999786376952
2021-07-09,94.45999908447266
2021-07-12,94.5
2021-07-13,94.06999969482422
2021-07-14,93.7699966430664
2021-07-15,94.48999786376952
2021-07-16,94.0500030517578
2021-07-19,90.62999725341795
2021-07-20,93.0999984741211
2021-07-21,93.8499984741211
2021-07-22,92.91000366210938
2021-07-23,93.36000061035156
2021-07-26,93.86000061035156
2021-07-27,93.41000366210938
2021-07-28,93.13999938964844
2021-07-29,94.2300033569336
2021-07-30,93.11000061035156
2021-08-02,92.6999969482422
2021-08-03,92.3499984741211
2021-08-04,91.5999984741211
2021-08-05,92.62000274658205
2021-08-06,94.12999725341795
2021-08-09,94.27999877929688
2021-08-10,95.62999725341795
2021-08-11,97.48999786376952
2021-08-12,96.68000030517578
2021-08-13,96.4000015258789
2021-08-16,96.2699966430664
2021-08-17,96.16000366210938
2021-08-18,95.61000061035156
2021-08-19,94.87000274658205
2021-08-20,94.9800033569336
2021-08-23,95.87000274658205
2021-08-24,96.5500030517578
2021-08-25,97.1500015258789
2021-08-26,95.5999984741211
2021-08-27,96.9499969482422
","date,10-day,5-day
2020-10-15,81.98612151483093,82.22066599527996
2020-10-16,82.33291881831005,83.42000003390842
2020-10-19,82.6758277199485,83.32266608344183
2020-10-20,83.09318051579022,83.29710913764107
2020-10-21,83.60192732377486,84.03044094509549
2020-10-22,84.61261489559907,86.02933400472006
2020-10-23,85.62283786812213,87.13444654676648
2020-10-26,85.8630813367439,85.22866821289064
2020-10-27,84.86516225795553,81.74622209337024
2020-10-28,82.70548562714548,78.38044399685329
2020-10-29,80.57259564640547,77.83510911729601
2020-10-30,79.39791743731259,79.90177341037328
2020-11-02,79.74635121509282,82.80377553304037
2020-11-03,81.4061297407054,85.49666815863715
2020-11-04,83.10519124811346,85.46777954101562
2020-11-05,84.87161702628087,85.85266910129123
2020-11-06,85.81014227818962,85.79911075168185
2020-11-09,87.68090992937185,89.35333218044705
2020-11-10,90.03830265854344,93.96755354139539
2020-11-11,92.15597834731595,94.28088565402561
2020-11-12,92.75434117172705,91.08533104790581
2020-11-13,92.97793760973998,90.52622239854601
2020-11-16,93.35073683767608,93.47555813259548
2020-11-17,93.80124315204041,94.94533572726779
2020-11-18,93.85610206681069,93.61022220187715
2020-11-19,93.90003084895586,92.87977583143447
2020-11-20,93.79861634379684,93.18977711995444
2020-11-23,93.95992854725232,94.24644317626952
2020-11-24,94.96660414416381,96.96732974582248
2020-11-25,96.13320021195845,98.08111012776692
2020-11-27,96.8673919523605,96.91622127956815
2020-11-30,96.37774547230113,94.0242199367947
2020-12-01,95.55519093214862,93.01422305636936
2020-12-02,94.87056500213315,94.38933342827688
2020-12-03,94.55058468905361,95.21288570827907
2020-12-04,94.87841262817385,96.17666405571832
2020-12-07,95.19946267484416,95.86777564154731
2020-12-08,95.24758474947225,94.63666771782766
2020-12-09,94.99074741710315,94.07778049045139
2020-12-10,94.78509099941061,94.42599911159941
2020-12-11,94.36301944617071,94.10955166286892
2020-12-14,93.48721016777887,92.20888451470269
2020-12-15,92.97447221544054,92.28755323621961
2020-12-16,92.80950253419202,93.47311045328776
2020-12-17,92.88674579196508,93.69200032552084
2020-12-18,92.9094734500153,93.11466573079429
2020-12-21,92.78314064873588,92.2677766587999
2020-12-22,92.38413095955896,91.5868889702691
2020-12-23,92.21450543644453,92.1628902859158
2020-12-24,92.2632942970353,92.97733629014756
2020-12-28,92.57526459356752,93.38066897922091
2020-12-29,92.66530574451792,92.75733608669707
2020-12-30,92.85328513251409,92.69288991292319
2020-12-31,93.43646590107619,94.40133175320096
2021-01-04,93.57764703769875,93.88377753363716
2021-01-05,93.33465714888139,92.22889082166886
2021-01-06,94.1523846250592,95.27311316596138
2021-01-07,95.41448595451588,98.24311252170139
2021-01-08,96.49495114413175,97.78933529324001
2021-01-11,96.88339564005533,96.0148903740777
2021-01-12,96.8380117320051,95.18266771104601
2021-01-13,96.47674953576289,95.54266950819228
2021-01-14,96.28997203171855,96.37155863444012
2021-01-15,96.19334580392547,96.50289086235891
2021-01-19,96.38196074360549,96.69399854871959
2021-01-20,96.55325178666548,96.80021769205727
2021-01-21,96.48572519475762,96.0566635131836
2021-01-22,95.88993618897716,94.56244167751737
2021-01-25,94.92065347999034,93.17644297281902
2021-01-26,93.83836159754281,92.55266757541233
2021-01-27,92.28924088911577,90.6717768351237
2021-01-28,91.43303990990223,90.90288882785376
2021-01-29,90.67372736304696,91.02466752794055
2021-02-01,90.40914226493449,90.73533460828992
2021-02-02,90.7035266914753,92.00178002251516
2021-02-03,90.98699059534556,91.79755418565537
2021-02-04,91.55818144673049,92.22110782199438
2021-02-05,92.38894942312528,93.72977905273437
2021-02-08,93.32131302958787,94.53977932400174
2021-02-09,93.70563629612779,93.68999955919055
2021-02-10,93.60397992374921,92.36600002712674
2021-02-11,93.26387885507911,92.19222191704644
2021-02-12,93.227948537499,93.4324417114258
2021-02-16,93.3695235974861,94.22933044433593
2021-02-17,93.85291758835918,94.69555511474609
2021-02-18,94.11820133864278,94.2760019938151
2021-02-19,94.58046548246132,94.67578141954209
2021-02-22,95.30625442350753,96.38666924370659
2021-02-23,96.01975915311561,96.98044348822698
2021-02-24,97.00914218016345,98.00199805365668
2021-02-25,97.47645537251174,97.57733493381077
2021-02-26,96.7773243528424,94.3457809448242
2021-03-01,95.84350684580177,93.4653362698025
2021-03-02,95.33299115113539,95.26622178819446
2021-03-03,95.31856617012409,96.58177558051216
2021-03-04,95.18517200200245,95.56155615912543
2021-03-05,95.69277789953985,96.1126678466797
2021-03-08,96.91800027712429,99.0697786119249
2021-03-09,98.23164758393257,100.31733584933811
2021-03-10,99.72810228135852,101.17666795518663
2021-03-11,100.71674806999438,101.02666507297091
2021-03-12,101.46119172067354,101.09110921223959
2021-03-15,101.78671661531082,101.53955518934463
2021-03-16,101.52791786579171,100.40444302029078
2021-03-17,101.10326170487838,99.88977779812284
2021-03-18,100.63794933280559,100.02889082166882
2021-03-19,99.99489918718434,99.252444797092
2021-03-22,99.17648463393702,98.08333146837022
2021-03-23,97.99698948715672,96.35866529676649
2021-03-24,96.92507056033973,95.66355658637151
2021-03-25,96.53657571041221,97.12622307671442
2021-03-26,96.8208786241936,98.62644365098743
2021-03-29,97.15388862532798,98.18444349500868
2021-03-30,97.63401984012489,97.94244401719835
2021-03-31,97.64065553299103,97.22466481526693
2021-04-01,97.82767616040779,97.69977789984807
2021-04-05,98.08952569672556,98.8744476318359
2021-04-06,98.5118693265048,99.22711181640625
2021-04-07,98.83609125927244,99.15266503228081
2021-04-08,98.86695038766572,98.38244578043619
2021-04-09,98.9744564480252,98.70822669135201
2021-04-12,99.48344728103791,100.47711554633247
2021-04-13,100.12418446396337,101.3435565524631
2021-04-14,100.94666904487997,101.85333353678385
2021-04-15,101.7634758997445,102.42888827853733
2021-04-16,102.92593030833234,104.04244571261937
2021-04-19,103.97060596196339,105.14422183566624
2021-04-20,104.50587809398921,104.27799784342449
2021-04-21,105.02042386604079,104.66022338867187
2021-04-22,104.66480835423324,103.52578006320529
2021-04-23,104.05261710581154,102.32533518473308
2021-04-26,103.2719105730153,102.2693349202474
2021-04-27,102.75558653552123,102.40266503228082
2021-04-28,102.3234538068675,102.37399614122182
2021-04-29,102.41249351886789,102.96777615017363
2021-04-30,102.50659403174814,103.00999908447267
2021-05-03,102.78385728778261,103.05977834065754
2021-05-04,103.19704977478644,103.83911183675129
2021-05-05,103.97301077794548,105.11911315917968
2021-05-06,104.98965753112175,106.50911220974392
2021-05-07,105.89954587377683,106.79399787055122
2021-05-10,106.44231304592557,106.2611097547743
2021-05-11,106.14144504431522,104.59289160834417
2021-05-12,104.93445611818872,102.15311550564236
2021-05-13,104.17223388209487,103.08844519721139
2021-05-14,104.30510221539122,106.08444315592449
2021-05-17,104.87616245770694,106.91044447157118
2021-05-18,105.3660206573178,105.8586673312717
2021-05-19,105.61824276086058,104.9673341539171
2021-05-20,105.47726351034764,104.565113152398
2021-05-21,105.3149205371587,104.99733547634548
2021-05-24,105.22123272057736,105.46888699001737
2021-05-25,104.83864667487869,104.37133229573567
2021-05-26,104.3855550746725,103.49422183566621
2021-05-27,104.29883822046145,104.43288964165579
2021-05-28,104.54398947821721,105.55711127387151
2021-06-01,105.06051567154702,106.17133466932508
2021-06-02,105.65712115355213,106.40399932861328
2021-06-03,106.19154505103525,106.47421993679471
2021-06-04,106.55474622321852,106.59133131239149
2021-06-07,106.74248383647263,106.60799984402126
2021-06-08,106.76323091140902,106.4779991997613
2021-06-09,106.30838261613941,105.33466525607639
2021-06-10,105.34942405777747,103.53489074707032
2021-06-11,104.44525406192047,103.19156019422742
2021-06-14,103.54661862151791,103.01533660888673
2021-06-15,103.16203365133265,103.43289167616103
2021-06-16,102.92775999897658,103.46622195773655
2021-06-17,101.65964779324001,99.6653316921658
2021-06-18,98.47374769268613,92.69577738444012
2021-06-21,95.66363530785145,91.5715535481771
2021-06-22,93.70578696511008,94.04955579969618
2021-06-23,92.9053639498624,95.03555942111542
2021-06-24,93.26576951922793,95.96311543782548
2021-06-25,94.76481964419588,97.78444383409287
2021-06-28,95.94363775542286,97.57755449083118
2021-06-29,96.34628456192786,95.61289198133682
2021-06-30,96.15755718500928,94.67622460259331
2021-07-01,96.06675957573786,95.77422451443142
2021-07-02,95.87708293259747,96.32489098442925
2021-07-06,95.37171876695423,94.77444441053602
2021-07-07,94.89093998610372,93.91799875895184
2021-07-08,93.83582765213168,92.3346644083659
2021-07-09,93.28419042259755,92.7215535481771
2021-07-12,93.22369531958994,94.46377733018664
2021-07-13,93.49381685353289,94.63977796766494
2021-07-14,93.68498830313634,94.00377570258247
2021-07-15,94.01798794678967,94.12021891276042
2021-07-16,94.1700191536335,94.2617785983615
2021-07-19,93.37192843658755,91.80177832709414
2021-07-20,92.7344233194987,91.32066463894313
2021-07-21,92.59934225371391,93.31377563476563
2021-07-22,92.65227261167585,93.69222395155164
2021-07-23,92.84922287295564,93.35778079562716
2021-07-26,93.27329418297971,93.70089009602863
2021-07-27,93.54695163302954,93.72555796305336
2021-07-28,93.56072935624559,93.27244584825303
2021-07-29,93.7088608173409,93.74022386338974
2021-07-30,93.66830498281153,93.663112894694
2021-08-02,93.39717239225756,92.78866475423177
2021-08-03,92.95586789063732,92.17377438015409
2021-08-04,92.37370525321575,91.54710879855686
2021-08-05,92.04615020751953,91.91622348361545
2021-08-06,92.36968561808267,93.65066697862414
2021-08-09,93.09225139425261,94.81355353461372
2021-08-10,94.1810691294044,95.71933051215278
2021-08-11,95.66460405600192,97.46044158935543
2021-08-12,96.84219005083797,97.85622151692708
2021-08-13,97.42132240064217,96.92666846381296
2021-08-16,97.45350428879863,96.25933261447483
2021-08-17,97.15142456208817,96.03866729736329
2021-08-18,96.57974849662395,95.680224609375
2021-08-19,95.85882012723671,94.92000257703994
2021-08-20,95.24926534325186,94.58422580295138
2021-08-23,95.06385186705927,95.34178127712674
2021-08-24,95.35243794604986,96.49555867513023
2021-08-25,96.01220529729669,97.36444651285808
2021-08-26,96.34432513304432,96.5593324449327
2021-08-27,96.66682810157236,96.34199625651041
"
3290,US,technical,"What is the percentage of days where the low price is greater than the 5-day Simple Moving Average line for Quest Diagnostics from June 16, 2019 to February 12, 2020? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",76.6467,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low
2019-06-11,98.91999816894533,98.51000213623048
2019-06-12,99.5,98.36000061035156
2019-06-13,100.86000061035156,99.19000244140624
2019-06-14,101.02999877929688,100.76000213623048
2019-06-17,101.94000244140624,100.9000015258789
2019-06-18,100.56999969482422,100.33999633789062
2019-06-19,101.91999816894533,100.31999969482422
2019-06-20,100.33999633789062,99.94000244140624
2019-06-21,101.27999877929688,100.08000183105467
2019-06-24,100.9000015258789,100.18000030517578
2019-06-25,101.02999877929688,99.95999908447266
2019-06-26,99.72000122070312,99.6999969482422
2019-06-27,100.52999877929688,99.77999877929688
2019-06-28,101.80999755859376,100.06999969482422
2019-07-01,102.4499969482422,101.86000061035156
2019-07-02,103.2300033569336,101.38999938964844
2019-07-03,103.97000122070312,103.37000274658205
2019-07-05,103.26000213623048,102.5199966430664
2019-07-08,102.47000122070312,102.06999969482422
2019-07-09,102.01000213623048,101.06999969482422
2019-07-10,102.5199966430664,102.13999938964844
2019-07-11,103.5,102.45999908447266
2019-07-12,102.9800033569336,102.48999786376952
2019-07-15,101.12000274658205,99.75
2019-07-16,101.47000122070312,100.58999633789062
2019-07-17,100.16000366210938,99.93000030517578
2019-07-18,100.87000274658205,99.66000366210938
2019-07-19,99.27999877929688,99.20999908447266
2019-07-22,98.08000183105467,97.66000366210938
2019-07-23,103.37999725341795,101.56999969482422
2019-07-24,103.36000061035156,102.9499969482422
2019-07-25,102.22000122070312,101.47000122070312
2019-07-26,101.27999877929688,101.01000213623048
2019-07-29,102.5,101.0
2019-07-30,103.6500015258789,100.16999816894533
2019-07-31,102.08000183105467,101.3499984741211
2019-08-01,101.25,101.04000091552734
2019-08-02,100.33999633789062,99.94000244140624
2019-08-05,97.8499984741211,96.94000244140624
2019-08-06,98.91999816894533,97.3499984741211
2019-08-07,99.97000122070312,97.4000015258789
2019-08-08,101.2300033569336,100.22000122070312
2019-08-09,100.73999786376952,100.29000091552734
2019-08-12,100.29000091552734,99.91000366210938
2019-08-13,101.5,99.81999969482422
2019-08-14,99.52999877929688,99.5
2019-08-15,99.88999938964844,99.2300033569336
2019-08-16,100.5999984741211,100.3000030517578
2019-08-19,102.08000183105467,101.05999755859376
2019-08-20,101.44000244140624,101.4000015258789
2019-08-21,103.1500015258789,101.75
2019-08-22,102.62000274658205,102.02999877929688
2019-08-23,101.5999984741211,101.2300033569336
2019-08-26,101.30999755859376,100.87999725341795
2019-08-27,100.45999908447266,100.45999908447266
2019-08-28,100.93000030517578,100.11000061035156
2019-08-29,102.3499984741211,101.11000061035156
2019-08-30,102.37000274658205,102.1500015258789
2019-09-03,102.27999877929688,101.33000183105467
2019-09-04,102.7300033569336,102.06999969482422
2019-09-05,102.72000122070312,102.2300033569336
2019-09-06,104.20999908447266,102.12000274658205
2019-09-09,105.01000213623048,103.3499984741211
2019-09-10,104.5500030517578,103.9000015258789
2019-09-11,103.93000030517578,102.79000091552734
2019-09-12,104.97000122070312,103.95999908447266
2019-09-13,104.4000015258789,104.27999877929688
2019-09-16,105.66999816894533,103.73999786376952
2019-09-17,106.25,105.48999786376952
2019-09-18,106.22000122070312,105.44000244140624
2019-09-19,105.72000122070312,105.51000213623048
2019-09-20,107.41999816894533,105.87000274658205
2019-09-23,106.81999969482422,106.58000183105467
2019-09-24,106.41000366210938,105.8499984741211
2019-09-25,105.66000366210938,105.12999725341795
2019-09-26,106.45999908447266,105.36000061035156
2019-09-27,105.48999786376952,104.80999755859376
2019-09-30,107.02999877929688,105.5
2019-10-01,106.31999969482422,106.13999938964844
2019-10-02,105.33999633789062,104.62999725341795
2019-10-03,103.45999908447266,101.91999816894533
2019-10-04,104.75,103.41999816894533
2019-10-07,104.66999816894533,104.13999938964844
2019-10-08,102.13999938964844,101.94000244140624
2019-10-09,103.25,102.43000030517578
2019-10-10,103.0,102.66000366210938
2019-10-11,103.5199966430664,103.4800033569336
2019-10-14,103.7300033569336,103.1500015258789
2019-10-15,104.80999755859376,104.11000061035156
2019-10-16,105.81999969482422,104.58999633789062
2019-10-17,104.7300033569336,104.61000061035156
2019-10-18,102.66000366210938,102.0
2019-10-21,102.27999877929688,102.0
2019-10-22,100.75,100.12999725341795
2019-10-23,102.91999816894533,100.80999755859376
2019-10-24,100.29000091552734,99.56999969482422
2019-10-25,100.62999725341795,99.94000244140624
2019-10-28,100.38999938964844,100.37000274658205
2019-10-29,100.95999908447266,100.1500015258789
2019-10-30,101.72000122070312,100.61000061035156
2019-10-31,101.25,100.0500030517578
2019-11-01,101.58999633789062,101.48999786376952
2019-11-04,101.13999938964844,100.72000122070312
2019-11-05,100.81999969482422,100.76000213623048
2019-11-06,101.11000061035156,100.73999786376952
2019-11-07,101.61000061035156,100.19000244140624
2019-11-08,101.56999969482422,101.05999755859376
2019-11-11,100.81999969482422,100.58000183105467
2019-11-12,101.91999816894533,100.5999984741211
2019-11-13,102.33000183105467,101.54000091552734
2019-11-14,102.8000030517578,102.0199966430664
2019-11-15,104.22000122070312,102.43000030517578
2019-11-18,103.9800033569336,103.8499984741211
2019-11-19,104.4800033569336,103.7699966430664
2019-11-20,104.87999725341795,104.0199966430664
2019-11-21,104.8499984741211,104.25
2019-11-22,105.91000366210938,104.95999908447266
2019-11-25,106.52999877929688,105.5500030517578
2019-11-26,107.43000030517578,106.27999877929688
2019-11-27,107.12999725341795,106.73999786376952
2019-11-29,106.5500030517578,106.4000015258789
2019-12-02,106.5,106.0999984741211
2019-12-03,105.61000061035156,105.04000091552734
2019-12-04,106.3000030517578,105.43000030517578
2019-12-05,106.1500015258789,105.43000030517578
2019-12-06,106.91999816894533,106.29000091552734
2019-12-09,105.2300033569336,105.1999969482422
2019-12-10,104.94000244140624,104.93000030517578
2019-12-11,104.7300033569336,104.37000274658205
2019-12-12,105.31999969482422,104.5500030517578
2019-12-13,105.1999969482422,104.55999755859376
2019-12-16,106.18000030517578,105.0999984741211
2019-12-17,106.75,106.06999969482422
2019-12-18,107.20999908447266,106.5
2019-12-19,107.98999786376952,107.7699966430664
2019-12-20,107.12000274658205,106.95999908447266
2019-12-23,107.26000213623048,106.54000091552734
2019-12-24,107.22000122070312,107.12000274658205
2019-12-26,106.48999786376952,106.0500030517578
2019-12-27,106.8499984741211,106.02999877929688
2019-12-30,106.3499984741211,106.18000030517578
2019-12-31,106.79000091552734,105.81999969482422
2020-01-02,105.7300033569336,104.97000122070312
2020-01-03,105.11000061035156,104.08999633789062
2020-01-06,105.68000030517578,104.72000122070312
2020-01-07,104.47000122070312,103.98999786376952
2020-01-08,104.9000015258789,103.37000274658205
2020-01-09,106.19000244140624,104.91000366210938
2020-01-10,106.8499984741211,105.72000122070312
2020-01-13,106.55999755859376,106.20999908447266
2020-01-14,106.5,105.11000061035156
2020-01-15,106.7300033569336,106.16000366210938
2020-01-16,107.11000061035156,106.88999938964844
2020-01-17,107.05999755859376,105.72000122070312
2020-01-21,107.33999633789062,106.63999938964844
2020-01-22,108.54000091552734,107.36000061035156
2020-01-23,107.98999786376952,107.12000274658205
2020-01-24,107.79000091552734,106.51000213623048
2020-01-27,109.47000122070312,106.75
2020-01-28,110.81999969482422,108.94000244140624
2020-01-29,110.66999816894533,110.26000213623048
2020-01-30,112.0,109.55999755859376
2020-01-31,110.66999816894533,109.9000015258789
2020-02-03,111.83000183105467,110.0500030517578
2020-02-04,111.26000213623048,111.16999816894533
2020-02-05,111.9800033569336,111.5
2020-02-06,111.69000244140624,111.0999984741211
2020-02-07,111.4499969482422,111.29000091552734
2020-02-10,111.62000274658205,110.7699966430664
2020-02-11,112.3499984741211,111.5500030517578
2020-02-12,111.1500015258789,110.93000030517578
","date,5-day,low
2019-06-17,100.45,100.9000015258789
2019-06-18,100.78000030517578,100.33999633789062
2019-06-19,101.26399993896484,100.31999969482422
2019-06-20,101.15999908447266,99.94000244140624
2019-06-21,101.20999908447266,100.08000183105467
2019-06-24,101.00199890136719,100.18000030517578
2019-06-25,101.09399871826172,99.95999908447266
2019-06-26,100.65399932861328,99.6999969482422
2019-06-27,100.69199981689454,99.77999877929688
2019-06-28,100.79799957275391,100.06999969482422
2019-07-01,101.10799865722657,101.86000061035156
2019-07-02,101.54799957275392,101.38999938964844
2019-07-03,102.39799957275392,103.37000274658205
2019-07-05,102.94400024414062,102.5199966430664
2019-07-08,103.0760009765625,102.06999969482422
2019-07-09,102.98800201416016,101.06999969482422
2019-07-10,102.84600067138672,102.13999938964844
2019-07-11,102.75200042724609,102.45999908447266
2019-07-12,102.69600067138671,102.48999786376952
2019-07-15,102.4260009765625,99.75
2019-07-16,102.31800079345703,100.58999633789062
2019-07-17,101.84600219726562,99.93000030517578
2019-07-18,101.32000274658205,99.66000366210938
2019-07-19,100.5800018310547,99.20999908447266
2019-07-22,99.97200164794921,97.66000366210938
2019-07-23,100.35400085449217,101.56999969482422
2019-07-24,100.99400024414062,102.9499969482422
2019-07-25,101.26399993896483,101.47000122070312
2019-07-26,101.66399993896484,101.01000213623048
2019-07-29,102.54799957275391,101.0
2019-07-30,102.6020004272461,100.16999816894533
2019-07-31,102.34600067138672,101.3499984741211
2019-08-01,102.1520004272461,101.04000091552734
2019-08-02,101.96399993896485,99.94000244140624
2019-08-05,101.03399963378907,96.94000244140624
2019-08-06,100.08799896240234,97.3499984741211
2019-08-07,99.66599884033204,97.4000015258789
2019-08-08,99.66199951171875,100.22000122070312
2019-08-09,99.74199981689453,100.29000091552734
2019-08-12,100.23000030517578,99.91000366210938
2019-08-13,100.74600067138672,99.81999969482422
2019-08-14,100.65800018310547,99.5
2019-08-15,100.38999938964844,99.2300033569336
2019-08-16,100.36199951171875,100.3000030517578
2019-08-19,100.71999969482422,101.05999755859376
2019-08-20,100.70800018310547,101.4000015258789
2019-08-21,101.43200073242187,101.75
2019-08-22,101.97800140380859,102.02999877929688
2019-08-23,102.1780014038086,101.2300033569336
2019-08-26,102.02400054931641,100.87999725341795
2019-08-27,101.82799987792968,100.45999908447266
2019-08-28,101.38399963378906,100.11000061035156
2019-08-29,101.32999877929687,101.11000061035156
2019-08-30,101.48399963378907,102.1500015258789
2019-09-03,101.6779998779297,101.33000183105467
2019-09-04,102.13200073242187,102.06999969482422
2019-09-05,102.49000091552735,102.2300033569336
2019-09-06,102.86200103759765,102.12000274658205
2019-09-09,103.39000091552734,103.3499984741211
2019-09-10,103.84400177001953,103.9000015258789
2019-09-11,104.08400115966796,102.79000091552734
2019-09-12,104.53400115966797,103.95999908447266
2019-09-13,104.57200164794922,104.27999877929688
2019-09-16,104.7040008544922,103.73999786376952
2019-09-17,105.04400024414062,105.48999786376952
2019-09-18,105.50200042724609,105.44000244140624
2019-09-19,105.6520004272461,105.51000213623048
2019-09-20,106.25599975585938,105.87000274658205
2019-09-23,106.48600006103516,106.58000183105467
2019-09-24,106.51800079345703,105.8499984741211
2019-09-25,106.40600128173828,105.12999725341795
2019-09-26,106.55400085449219,105.36000061035156
2019-09-27,106.16800079345703,104.80999755859376
2019-09-30,106.21000061035156,105.5
2019-10-01,106.19199981689454,106.13999938964844
2019-10-02,106.12799835205078,104.62999725341795
2019-10-03,105.52799835205079,101.91999816894533
2019-10-04,105.37999877929687,103.41999816894533
2019-10-07,104.90799865722656,104.13999938964844
2019-10-08,104.0719985961914,101.94000244140624
2019-10-09,103.65399932861328,102.43000030517578
2019-10-10,103.56199951171875,102.66000366210938
2019-10-11,103.31599884033203,103.4800033569336
2019-10-14,103.12799987792968,103.1500015258789
2019-10-15,103.66199951171875,104.11000061035156
2019-10-16,104.17599945068359,104.58999633789062
2019-10-17,104.52200012207031,104.61000061035156
2019-10-18,104.35000152587891,102.0
2019-10-21,104.06000061035157,102.0
2019-10-22,103.24800109863281,100.12999725341795
2019-10-23,102.66800079345703,100.80999755859376
2019-10-24,101.78000030517578,99.56999969482422
2019-10-25,101.3739990234375,99.94000244140624
2019-10-28,100.99599914550781,100.37000274658205
2019-10-29,101.03799896240234,100.1500015258789
2019-10-30,100.79799957275391,100.61000061035156
2019-10-31,100.98999938964843,100.0500030517578
2019-11-01,101.18199920654297,101.48999786376952
2019-11-04,101.33199920654297,100.72000122070312
2019-11-05,101.30399932861329,100.76000213623048
2019-11-06,101.18199920654297,100.73999786376952
2019-11-07,101.25399932861328,100.19000244140624
2019-11-08,101.25,101.05999755859376
2019-11-11,101.18600006103516,100.58000183105467
2019-11-12,101.40599975585937,100.5999984741211
2019-11-13,101.65,101.54000091552734
2019-11-14,101.88800048828125,102.0199966430664
2019-11-15,102.41800079345703,102.43000030517578
2019-11-18,103.05000152587891,103.8499984741211
2019-11-19,103.56200256347657,103.7699966430664
2019-11-20,104.07200164794922,104.0199966430664
2019-11-21,104.48200073242188,104.25
2019-11-22,104.82000122070312,104.95999908447266
2019-11-25,105.33000030517579,105.5500030517578
2019-11-26,105.91999969482421,106.27999877929688
2019-11-27,106.36999969482422,106.73999786376952
2019-11-29,106.71000061035156,106.4000015258789
2019-12-02,106.82799987792968,106.0999984741211
2019-12-03,106.64400024414063,105.04000091552734
2019-12-04,106.41800079345701,105.43000030517578
2019-12-05,106.22200164794921,105.43000030517578
2019-12-06,106.29600067138672,106.29000091552734
2019-12-09,106.04200134277343,105.1999969482422
2019-12-10,105.90800170898437,104.93000030517578
2019-12-11,105.59400177001953,104.37000274658205
2019-12-12,105.4280014038086,104.5500030517578
2019-12-13,105.08400115966796,104.55999755859376
2019-12-16,105.27400054931641,105.0999984741211
2019-12-17,105.63600006103516,106.06999969482422
2019-12-18,106.13199920654297,106.5
2019-12-19,106.66599884033204,107.7699966430664
2019-12-20,107.05,106.95999908447266
2019-12-23,107.26600036621093,106.54000091552734
2019-12-24,107.36000061035156,107.12000274658205
2019-12-26,107.21600036621093,106.0500030517578
2019-12-27,106.98800048828124,106.02999877929688
2019-12-30,106.83399963378906,106.18000030517578
2019-12-31,106.73999938964843,105.81999969482422
2020-01-02,106.44199981689454,104.97000122070312
2020-01-03,106.16600036621094,104.08999633789062
2020-01-06,105.93200073242187,104.72000122070312
2020-01-07,105.55600128173828,103.98999786376952
2020-01-08,105.1780014038086,103.37000274658205
2020-01-09,105.27000122070312,104.91000366210938
2020-01-10,105.61800079345703,105.72000122070312
2020-01-13,105.79400024414062,106.20999908447266
2020-01-14,106.2,105.11000061035156
2020-01-15,106.56600036621094,106.16000366210938
2020-01-16,106.75,106.88999938964844
2020-01-17,106.79199981689453,105.72000122070312
2020-01-21,106.9479995727539,106.63999938964844
2020-01-22,107.35599975585937,107.36000061035156
2020-01-23,107.60799865722656,107.12000274658205
2020-01-24,107.74399871826172,106.51000213623048
2020-01-27,108.22599945068359,106.75
2020-01-28,108.92200012207032,108.94000244140624
2020-01-29,109.3479995727539,110.26000213623048
2020-01-30,110.15,109.55999755859376
2020-01-31,110.72599945068359,109.9000015258789
2020-02-03,111.1979995727539,110.0500030517578
2020-02-04,111.28600006103515,111.16999816894533
2020-02-05,111.54800109863281,111.5
2020-02-06,111.48600158691406,111.0999984741211
2020-02-07,111.64200134277344,111.29000091552734
2020-02-10,111.60000152587891,110.7699966430664
2020-02-11,111.81800079345703,111.5500030517578
2020-02-12,111.6520004272461,110.93000030517578
"
3291,US,technical,"From March 13, 2025 to August 20, 2025, what proportion of days had Cigna's low price greater than its 5-day Simple Moving Average line? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",79.2793,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low
2025-03-07,321.0199890136719,313.8999938964844
2025-03-10,326.67999267578125,319.19000244140625
2025-03-11,317.8699951171875,316.3299865722656
2025-03-12,311.04998779296875,307.7699890136719
2025-03-13,311.989990234375,309.70001220703125
2025-03-14,312.8999938964844,309.54998779296875
2025-03-17,316.79998779296875,312.04998779296875
2025-03-18,322.42999267578125,316.3900146484375
2025-03-19,320.8299865722656,317.2799987792969
2025-03-20,321.3900146484375,319.239990234375
2025-03-21,316.6499938964844,316.010009765625
2025-03-24,320.3999938964844,315.67999267578125
2025-03-25,316.8399963378906,313.3999938964844
2025-03-26,321.2300109863281,316.8999938964844
2025-03-27,324.739990234375,319.82000732421875
2025-03-28,325.0400085449219,324.25
2025-03-31,329.0,325.6300048828125
2025-04-01,331.0,328.510009765625
2025-04-02,331.9200134277344,327.4800109863281
2025-04-03,338.45001220703125,329.9599914550781
2025-04-04,322.3999938964844,321.0
2025-04-07,315.3900146484375,307.8299865722656
2025-04-08,313.8399963378906,311.2900085449219
2025-04-09,319.989990234375,309.0599975585937
2025-04-10,327.2699890136719,318.07000732421875
2025-04-11,330.19000244140625,323.1199951171875
2025-04-14,329.20001220703125,326.0299987792969
2025-04-15,328.6300048828125,326.5199890136719
2025-04-16,329.44000244140625,327.739990234375
2025-04-17,330.1300048828125,324.45001220703125
2025-04-21,324.7699890136719,322.1099853515625
2025-04-22,337.07000732421875,325.2099914550781
2025-04-23,336.69000244140625,333.3999938964844
2025-04-24,335.70001220703125,332.0299987792969
2025-04-25,335.3599853515625,331.2099914550781
2025-04-28,334.82000732421875,333.0199890136719
2025-04-29,337.2099914550781,333.57000732421875
2025-04-30,340.0400085449219,335.69000244140625
2025-05-01,335.17999267578125,334.6600036621094
2025-05-02,334.75,330.0
2025-05-05,333.010009765625,332.6199951171875
2025-05-06,333.82000732421875,331.94000244140625
2025-05-07,334.44000244140625,331.32000732421875
2025-05-08,333.1099853515625,330.2099914550781
2025-05-09,333.4599914550781,331.8399963378906
2025-05-12,315.739990234375,309.5899963378906
2025-05-13,301.8900146484375,301.4800109863281
2025-05-14,303.3500061035156,302.1099853515625
2025-05-15,308.8599853515625,296.260009765625
2025-05-16,320.94000244140625,307.7799987792969
2025-05-19,321.9599914550781,318.0
2025-05-20,325.0,322.3599853515625
2025-05-21,317.0899963378906,317.010009765625
2025-05-22,312.67999267578125,310.20001220703125
2025-05-23,315.989990234375,310.510009765625
2025-05-27,315.2799987792969,311.70001220703125
2025-05-28,310.8599853515625,310.2900085449219
2025-05-29,312.04998779296875,308.3900146484375
2025-05-30,316.6400146484375,310.04998779296875
2025-06-02,314.989990234375,312.17999267578125
2025-06-03,311.6700134277344,310.29998779296875
2025-06-04,310.1199951171875,309.7099914550781
2025-06-05,311.0199890136719,309.2099914550781
2025-06-06,312.17999267578125,309.5
2025-06-09,311.3999938964844,309.04998779296875
2025-06-10,313.6199951171875,311.04998779296875
2025-06-11,310.20001220703125,309.4800109863281
2025-06-12,315.3699951171875,308.3800048828125
2025-06-13,317.3999938964844,313.75
2025-06-16,314.44000244140625,309.8099975585937
2025-06-17,312.510009765625,311.1400146484375
2025-06-18,314.3999938964844,311.0799865722656
2025-06-20,314.3500061035156,311.9599914550781
2025-06-23,316.9700012207031,313.1000061035156
2025-06-24,316.8299865722656,313.239990234375
2025-06-25,316.0,310.82000732421875
2025-06-26,330.0,316.7300109863281
2025-06-27,326.3099975585937,325.9599914550781
2025-06-30,330.5799865722656,325.5599975585937
2025-07-01,334.3900146484375,330.6199951171875
2025-07-02,320.3900146484375,320.25
2025-07-03,319.75,318.67999267578125
2025-07-07,313.6300048828125,310.5400085449219
2025-07-08,312.0,310.6099853515625
2025-07-09,309.7799987792969,306.7799987792969
2025-07-10,308.7799987792969,306.3299865722656
2025-07-11,303.2699890136719,302.07000732421875
2025-07-14,303.0599975585937,301.0
2025-07-15,302.44000244140625,299.5400085449219
2025-07-16,305.82000732421875,300.010009765625
2025-07-17,298.2799987792969,295.94000244140625
2025-07-18,295.7099914550781,293.2699890136719
2025-07-21,294.79998779296875,293.5299987792969
2025-07-22,300.04998779296875,295.3599853515625
2025-07-23,304.3399963378906,300.739990234375
2025-07-24,293.92999267578125,293.0400085449219
2025-07-25,296.3699951171875,294.0
2025-07-28,292.3900146484375,290.9200134277344
2025-07-29,292.1700134277344,285.8099975585937
2025-07-30,297.8599853515625,287.4599914550781
2025-07-31,267.3800048828125,264.2200012207031
2025-08-01,262.2300109863281,256.8900146484375
2025-08-04,266.5899963378906,260.1199951171875
2025-08-05,270.739990234375,267.3099975585937
2025-08-06,269.9599914550781,266.2900085449219
2025-08-07,271.0,267.57000732421875
2025-08-08,274.8999938964844,269.989990234375
2025-08-11,277.0400085449219,274.7099914550781
2025-08-12,280.4700012207031,274.760009765625
2025-08-13,287.1000061035156,281.3399963378906
2025-08-14,290.3500061035156,281.1099853515625
2025-08-15,296.8599853515625,293.9200134277344
2025-08-18,298.32000732421875,297.5
2025-08-19,302.1099853515625,298.0
2025-08-20,304.57000732421875,301.29998779296875
","date,5-day,low
2025-03-13,317.72199096679685,309.70001220703125
2025-03-14,316.0979919433594,309.54998779296875
2025-03-17,314.1219909667969,312.04998779296875
2025-03-18,315.03399047851565,316.3900146484375
2025-03-19,316.989990234375,317.2799987792969
2025-03-20,318.8699951171875,319.239990234375
2025-03-21,319.6199951171875,316.010009765625
2025-03-24,320.3399963378906,315.67999267578125
2025-03-25,319.2219970703125,313.3999938964844
2025-03-26,319.302001953125,316.8999938964844
2025-03-27,319.9719970703125,319.82000732421875
2025-03-28,321.65,324.25
2025-03-31,323.3700012207031,325.6300048828125
2025-04-01,326.202001953125,328.510009765625
2025-04-02,328.3400024414062,327.4800109863281
2025-04-03,331.0820068359375,329.9599914550781
2025-04-04,330.55400390625,321.0
2025-04-07,327.8320068359375,307.8299865722656
2025-04-08,324.40000610351564,311.2900085449219
2025-04-09,322.0140014648438,309.0599975585937
2025-04-10,319.7779968261719,318.07000732421875
2025-04-11,321.33599853515625,323.1199951171875
2025-04-14,324.097998046875,326.0299987792969
2025-04-15,327.0559997558594,326.5199890136719
2025-04-16,328.9460021972656,327.739990234375
2025-04-17,329.51800537109375,324.45001220703125
2025-04-21,328.4340026855469,322.1099853515625
2025-04-22,330.00800170898435,325.2099914550781
2025-04-23,331.6200012207031,333.3999938964844
2025-04-24,332.87200317382815,332.0299987792969
2025-04-25,333.9179992675781,331.2099914550781
2025-04-28,335.9280029296875,333.0199890136719
2025-04-29,335.95599975585935,333.57000732421875
2025-04-30,336.6260009765625,335.69000244140625
2025-05-01,336.5219970703125,334.6600036621094
2025-05-02,336.4,330.0
2025-05-05,336.0380004882812,332.6199951171875
2025-05-06,335.36000366210936,331.94000244140625
2025-05-07,334.24000244140626,331.32000732421875
2025-05-08,333.8260009765625,330.2099914550781
2025-05-09,333.5679992675781,331.8399963378906
2025-05-12,330.11399536132814,309.5899963378906
2025-05-13,323.7279968261719,301.4800109863281
2025-05-14,317.50999755859374,302.1099853515625
2025-05-15,312.6599975585938,296.260009765625
2025-05-16,310.1559997558594,307.7799987792969
2025-05-19,311.4,318.0
2025-05-20,316.0219970703125,322.3599853515625
2025-05-21,318.7699951171875,317.010009765625
2025-05-22,319.53399658203125,310.20001220703125
2025-05-23,318.543994140625,310.510009765625
2025-05-27,317.20799560546874,311.70001220703125
2025-05-28,314.37999267578124,310.2900085449219
2025-05-29,313.3719909667969,308.3900146484375
2025-05-30,314.16399536132815,310.04998779296875
2025-06-02,313.9639953613281,312.17999267578125
2025-06-03,313.24199829101565,310.29998779296875
2025-06-04,313.0940002441406,309.7099914550781
2025-06-05,312.88800048828125,309.2099914550781
2025-06-06,311.99599609375,309.5
2025-06-09,311.2779968261719,309.04998779296875
2025-06-10,311.6679931640625,311.04998779296875
2025-06-11,311.6839965820312,309.4800109863281
2025-06-12,312.5539978027344,308.3800048828125
2025-06-13,313.597998046875,313.75
2025-06-16,314.20599975585935,309.8099975585937
2025-06-17,313.9840026855469,311.1400146484375
2025-06-18,314.8239990234375,311.0799865722656
2025-06-20,314.6200012207031,311.9599914550781
2025-06-23,314.53400268554685,313.1000061035156
2025-06-24,315.0119995117187,313.239990234375
2025-06-25,315.7099975585937,310.82000732421875
2025-06-26,318.8299987792969,316.7300109863281
2025-06-27,321.2219970703125,325.9599914550781
2025-06-30,323.943994140625,325.5599975585937
2025-07-01,327.45599975585935,330.6199951171875
2025-07-02,328.33400268554686,320.25
2025-07-03,326.28400268554685,318.67999267578125
2025-07-07,323.7480041503906,310.5400085449219
2025-07-08,320.0320068359375,310.6099853515625
2025-07-09,315.11000366210936,306.7799987792969
2025-07-10,312.7880004882812,306.3299865722656
2025-07-11,309.49199829101565,302.07000732421875
2025-07-14,307.37799682617185,301.0
2025-07-15,305.46599731445315,299.5400085449219
2025-07-16,304.6739990234375,300.010009765625
2025-07-17,302.5739990234375,295.94000244140625
2025-07-18,301.06199951171874,293.2699890136719
2025-07-21,299.4099975585938,293.5299987792969
2025-07-22,298.93199462890624,295.3599853515625
2025-07-23,298.6359924316406,300.739990234375
2025-07-24,297.7659912109375,293.0400085449219
2025-07-25,297.8979919433594,294.0
2025-07-28,297.41599731445314,290.9200134277344
2025-07-29,295.8400024414062,285.8099975585937
2025-07-30,294.54400024414065,287.4599914550781
2025-07-31,289.2340026855469,264.2200012207031
2025-08-01,282.406005859375,256.8900146484375
2025-08-04,277.2460021972656,260.1199951171875
2025-08-05,272.9599975585937,267.3099975585937
2025-08-06,267.3799987792969,266.2900085449219
2025-08-07,268.1039978027344,267.57000732421875
2025-08-08,270.63799438476565,269.989990234375
2025-08-11,272.7279968261719,274.7099914550781
2025-08-12,274.6739990234375,274.760009765625
2025-08-13,278.102001953125,281.3399963378906
2025-08-14,281.9720031738281,281.1099853515625
2025-08-15,286.36400146484374,293.9200134277344
2025-08-18,290.6200012207031,297.5
2025-08-19,294.947998046875,298.0
2025-08-20,298.44199829101564,301.29998779296875
"
3292,US,technical,"During January 16, 2020 to December 18, 2020, what percentage of trading days had Huntington Bancshares's low less the 10-day Simple Moving Average line? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",38.2979,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low
2020-01-03,14.8100004196167,14.600000381469728
2020-01-06,14.56999969482422,14.479999542236328
2020-01-07,14.40999984741211,14.3100004196167
2020-01-08,14.529999732971191,14.399999618530272
2020-01-09,14.5600004196167,14.460000038146973
2020-01-10,14.380000114440918,14.329999923706056
2020-01-13,14.460000038146973,14.350000381469728
2020-01-14,14.600000381469728,14.399999618530272
2020-01-15,14.460000038146973,14.34000015258789
2020-01-16,14.65999984741211,14.529999732971191
2020-01-17,14.710000038146973,14.609999656677246
2020-01-21,14.609999656677246,14.479999542236328
2020-01-22,14.729999542236328,14.5600004196167
2020-01-23,14.270000457763672,13.93000030517578
2020-01-24,13.720000267028809,13.68000030517578
2020-01-27,13.489999771118164,13.40999984741211
2020-01-28,13.600000381469728,13.470000267028809
2020-01-29,13.479999542236328,13.449999809265137
2020-01-30,13.75,13.359999656677246
2020-01-31,13.56999969482422,13.510000228881836
2020-02-03,13.720000267028809,13.6899995803833
2020-02-04,13.869999885559082,13.850000381469728
2020-02-05,14.09000015258789,14.0
2020-02-06,13.970000267028809,13.960000038146973
2020-02-07,13.960000038146973,13.779999732971191
2020-02-10,13.93000030517578,13.850000381469728
2020-02-11,14.029999732971191,13.960000038146973
2020-02-12,14.050000190734863,14.020000457763672
2020-02-13,14.149999618530272,13.9399995803833
2020-02-14,14.079999923706056,14.0
2020-02-18,13.90999984741211,13.729999542236328
2020-02-19,14.029999732971191,13.93000030517578
2020-02-20,14.140000343322754,13.989999771118164
2020-02-21,13.90999984741211,13.800000190734863
2020-02-24,13.5,13.380000114440918
2020-02-25,12.829999923706056,12.789999961853027
2020-02-26,12.699999809265137,12.68000030517578
2020-02-27,12.350000381469728,12.199999809265137
2020-02-28,12.270000457763672,11.90999984741211
2020-03-02,12.9399995803833,11.970000267028809
2020-03-03,12.579999923706056,12.4399995803833
2020-03-04,12.649999618530272,12.390000343322754
2020-03-05,11.779999732971191,11.579999923706056
2020-03-06,11.119999885559082,10.869999885559082
2020-03-09,9.449999809265137,9.239999771118164
2020-03-10,9.970000267028809,9.25
2020-03-11,9.130000114440918,9.010000228881836
2020-03-12,8.380000114440918,7.960000038146973
2020-03-13,9.5,8.520000457763672
2020-03-16,8.430000305175781,7.75
2020-03-17,8.369999885559082,7.679999828338623
2020-03-18,7.71999979019165,7.349999904632568
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2020-03-23,7.0,6.849999904632568
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2020-03-25,7.639999866485596,7.179999828338623
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2020-04-01,7.449999809265137,7.340000152587891
2020-04-02,7.369999885559082,7.150000095367432
2020-04-03,6.829999923706055,6.820000171661377
2020-04-06,7.489999771118164,7.210000038146973
2020-04-07,8.130000114440918,7.75
2020-04-08,8.8100004196167,8.239999771118164
2020-04-09,9.029999732971191,8.84000015258789
2020-04-13,8.720000267028809,8.550000190734863
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2020-04-16,7.179999828338623,7.119999885559082
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2020-04-20,8.140000343322754,7.579999923706055
2020-04-21,7.800000190734863,7.679999828338623
2020-04-22,8.039999961853027,7.849999904632568
2020-04-23,7.920000076293945,7.75
2020-04-24,8.15999984741211,7.909999847412109
2020-04-27,8.90999984741211,8.1899995803833
2020-04-28,9.140000343322754,9.0
2020-04-29,9.640000343322754,9.300000190734863
2020-04-30,9.239999771118164,9.109999656677246
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2020-05-04,8.430000305175781,8.229999542236328
2020-05-05,8.279999732971191,8.279999732971191
2020-05-06,8.229999542236328,8.0
2020-05-07,8.25,8.180000305175781
2020-05-08,8.649999618530273,8.430000305175781
2020-05-11,8.229999542236328,8.180000305175781
2020-05-12,7.860000133514404,7.829999923706055
2020-05-13,7.389999866485596,7.289999961853027
2020-05-14,7.710000038146973,6.989999771118164
2020-05-15,7.510000228881836,7.460000038146973
2020-05-18,8.260000228881836,7.880000114440918
2020-05-19,7.880000114440918,7.860000133514404
2020-05-20,8.210000038146973,8.0600004196167
2020-05-21,8.170000076293945,8.119999885559082
2020-05-22,8.100000381469727,7.960000038146973
2020-05-26,8.989999771118164,8.479999542236328
2020-05-27,9.520000457763672,9.15999984741211
2020-05-28,9.109999656677246,9.050000190734863
2020-05-29,8.890000343322754,8.779999732971191
2020-06-01,9.100000381469728,8.8100004196167
2020-06-02,9.199999809265137,9.119999885559082
2020-06-03,9.899999618530272,9.43000030517578
2020-06-04,10.470000267028809,9.699999809265137
2020-06-05,10.989999771118164,10.850000381469728
2020-06-08,11.350000381469728,11.010000228881836
2020-06-09,11.0,10.770000457763672
2020-06-10,10.399999618530272,10.380000114440918
2020-06-11,9.479999542236328,9.43000030517578
2020-06-12,9.890000343322754,9.529999732971191
2020-06-15,10.119999885559082,9.390000343322754
2020-06-16,10.279999732971191,9.970000267028809
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2020-06-18,10.15999984741211,9.880000114440918
2020-06-19,10.289999961853027,9.869999885559082
2020-06-22,10.119999885559082,10.010000228881836
2020-06-23,10.199999809265137,10.15999984741211
2020-06-24,9.539999961853027,9.510000228881836
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2020-07-10,8.510000228881836,8.0600004196167
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2020-07-14,8.630000114440918,8.399999618530273
2020-07-15,9.109999656677246,8.779999732971191
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2020-07-22,9.229999542236328,9.039999961853027
2020-07-23,9.699999809265137,9.34000015258789
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2020-09-02,9.6899995803833,9.350000381469728
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2020-06-25,10.060999965667724,9.4399995803833
2020-06-26,9.951999950408936,8.779999732971191
2020-06-29,9.826999950408936,8.75
2020-06-30,9.70299997329712,8.65999984741211
2020-07-01,9.555000019073486,8.569999694824219
2020-07-02,9.399000072479248,8.550000190734863
2020-07-06,9.247000122070313,8.649999618530273
2020-07-07,9.07400016784668,8.359999656677246
2020-07-08,8.898000144958496,8.229999542236328
2020-07-09,8.750000190734863,8.010000228881836
2020-07-10,8.61200017929077,8.0600004196167
2020-07-13,8.599000167846679,8.350000381469727
2020-07-14,8.575000190734864,8.399999618530273
2020-07-15,8.582000160217286,8.779999732971191
2020-07-16,8.625000095367431,8.890000343322754
2020-07-17,8.657000064849854,8.890000343322754
2020-07-20,8.652999973297119,8.720000267028809
2020-07-21,8.735999965667725,8.770000457763672
2020-07-22,8.814999961853028,9.039999961853027
2020-07-23,8.978999900817872,9.34000015258789
2020-07-24,9.08799991607666,9.550000190734863
2020-07-27,9.147999954223632,9.239999771118164
2020-07-28,9.197999954223633,9.119999885559082
2020-07-29,9.231999969482422,9.020000457763672
2020-07-30,9.25600004196167,9.020000457763672
2020-07-31,9.291000080108642,9.09000015258789
2020-08-03,9.345000171661377,9.15999984741211
2020-08-04,9.34000015258789,9.119999885559082
2020-08-05,9.356000232696534,9.18000030517578
2020-08-06,9.316000270843507,9.229999542236328
2020-08-07,9.322000217437743,9.170000076293944
2020-08-10,9.382000160217284,9.670000076293944
2020-08-11,9.478000164031982,10.039999961853027
2020-08-12,9.53000020980835,9.800000190734863
2020-08-13,9.576000213623047,9.739999771118164
2020-08-14,9.639000129699706,9.65999984741211
2020-08-17,9.690000057220459,9.729999542236328
2020-08-18,9.726000022888183,9.520000457763672
2020-08-19,9.739000034332275,9.460000038146973
2020-08-20,9.728999996185303,9.1899995803833
2020-08-21,9.673999977111816,9.079999923706056
2020-08-24,9.642000007629395,9.15999984741211
2020-08-25,9.590999984741211,9.489999771118164
2020-08-26,9.53499994277954,9.390000343322754
2020-08-27,9.521999931335449,9.369999885559082
2020-08-28,9.488999938964843,9.520000457763672
2020-08-31,9.451999950408936,9.31999969482422
2020-09-01,9.442999935150146,9.25
2020-09-02,9.45999984741211,9.350000381469728
2020-09-03,9.504999828338622,9.600000381469728
2020-09-04,9.587999820709229,9.720000267028809
2020-09-08,9.604999828338624,9.609999656677246
2020-09-09,9.62599983215332,9.670000076293944
2020-09-10,9.642999839782714,9.56999969482422
2020-09-11,9.646999835968018,9.5
2020-09-14,9.701999855041503,9.729999542236328
2020-09-15,9.760999870300292,9.890000343322754
2020-09-16,9.805999946594238,9.789999961853027
2020-09-17,9.815999984741211,9.65999984741211
2020-09-18,9.819999980926514,9.640000343322754
2020-09-21,9.742000007629395,9.09000015258789
2020-09-22,9.659000015258789,8.829999923706055
2020-09-23,9.548999977111816,8.680000305175781
2020-09-24,9.457999992370606,8.550000190734863
2020-09-25,9.371999931335449,8.520000457763672
2020-09-28,9.271999931335449,8.949999809265137
2020-09-29,9.176999950408936,8.880000114440918
2020-09-30,9.104999923706055,9.06999969482422
2020-10-01,9.04099988937378,9.0600004196167
2020-10-02,9.004999923706055,8.90999984741211
2020-10-05,9.055999946594238,9.380000114440918
2020-10-06,9.120999908447265,9.5
2020-10-07,9.239999961853027,9.68000030517578
2020-10-08,9.375999927520752,9.859999656677246
2020-10-09,9.478999996185303,9.8100004196167
2020-10-12,9.561999988555907,9.829999923706056
2020-10-13,9.613000011444091,9.550000190734863
2020-10-14,9.642000007629395,9.4399995803833
2020-10-15,9.693000030517577,9.300000190734863
2020-10-16,9.727000045776368,9.43000030517578
2020-10-19,9.71200008392334,9.510000228881836
2020-10-20,9.74600009918213,9.630000114440918
2020-10-21,9.727000045776368,9.619999885559082
2020-10-22,9.76200008392334,9.789999961853027
2020-10-23,9.824000072479247,10.18000030517578
2020-10-26,9.857000064849853,10.149999618530272
2020-10-27,9.894999980926514,9.93000030517578
2020-10-28,9.931999969482423,9.68000030517578
2020-10-29,9.980000019073486,9.65999984741211
2020-10-30,10.056999969482423,10.029999732971191
2020-11-02,10.185999965667724,10.369999885559082
2020-11-03,10.306999969482423,10.93000030517578
2020-11-04,10.346000003814698,10.0600004196167
2020-11-05,10.364999961853027,10.109999656677246
2020-11-06,10.332999897003173,10.06999969482422
2020-11-09,10.499999904632569,11.020000457763672
2020-11-10,10.71899995803833,11.789999961853027
2020-11-11,10.9,11.510000228881836
2020-11-12,11.014999961853027,11.109999656677246
2020-11-13,11.130000019073487,11.390000343322754
2020-11-16,11.251999950408935,11.920000076293944
2020-11-17,11.344999980926513,11.640000343322754
2020-11-18,11.523999977111817,11.869999885559082
2020-11-19,11.661999988555909,11.579999923706056
2020-11-20,11.82200002670288,11.699999809265137
2020-11-23,11.845000076293946,11.920000076293944
2020-11-24,11.925000095367432,12.399999618530272
2020-11-25,12.030000019073487,12.489999771118164
2020-11-27,12.14700002670288,12.369999885559082
2020-11-30,12.196000003814698,12.050000190734863
2020-12-01,12.243000030517578,12.34000015258789
2020-12-02,12.323999977111816,12.3100004196167
2020-12-03,12.434999942779541,12.75
2020-12-04,12.550999927520753,13.020000457763672
2020-12-07,12.676999950408936,12.8100004196167
2020-12-08,12.748999881744385,12.8100004196167
2020-12-09,12.746999835968017,12.829999923706056
2020-12-10,12.780999851226806,12.630000114440918
2020-12-11,12.827999877929688,12.779999732971191
2020-12-14,12.870999908447265,12.149999618530272
2020-12-15,12.879999923706055,12.369999885559082
2020-12-16,12.848999977111816,12.390000343322754
2020-12-17,12.785000038146972,12.0
2020-12-18,12.713000106811524,12.119999885559082
"
3293,US,technical,"For NRG Energy from November 12, 2021 to January 04, 2022, what percentage of days had the open greater than the 5-day Simple Moving Average line? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",25.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-11-08,35.630001068115234,35.029998779296875,36.22999954223633
2021-11-09,34.88999938964844,34.7400016784668,35.810001373291016
2021-11-10,34.970001220703125,34.709999084472656,34.79999923706055
2021-11-11,35.11000061035156,34.70000076293945,34.939998626708984
2021-11-12,35.70000076293945,35.02000045776367,35.130001068115234
2021-11-15,36.68000030517578,35.880001068115234,36.060001373291016
2021-11-16,36.619998931884766,36.52999877929688,36.84000015258789
2021-11-17,36.43999862670898,36.18999862670898,36.43999862670898
2021-11-18,36.04999923706055,35.290000915527344,36.43999862670898
2021-11-19,36.290000915527344,35.7599983215332,35.970001220703125
2021-11-22,36.540000915527344,35.83000183105469,36.33000183105469
2021-11-23,36.869998931884766,36.43999862670898,36.720001220703125
2021-11-24,37.2599983215332,36.900001525878906,37.0099983215332
2021-11-26,36.25,35.79999923706055,36.27000045776367
2021-11-29,36.630001068115234,36.25,36.77000045776367
2021-11-30,36.02000045776367,35.66999816894531,36.25
2021-12-01,35.599998474121094,35.599998474121094,36.43999862670898
2021-12-02,36.54999923706055,35.689998626708984,35.790000915527344
2021-12-03,36.560001373291016,36.16999816894531,36.959999084472656
2021-12-06,38.09000015258789,36.72999954223633,36.95000076293945
2021-12-07,38.86000061035156,38.09000015258789,38.220001220703125
2021-12-08,38.810001373291016,38.77999877929688,39.09000015258789
2021-12-09,38.470001220703125,38.45000076293945,38.63999938964844
2021-12-10,38.86000061035156,38.68000030517578,39.0099983215332
2021-12-13,39.970001220703125,38.75,38.75
2021-12-14,39.93000030517578,39.630001068115234,39.970001220703125
2021-12-15,40.060001373291016,38.959999084472656,39.83000183105469
2021-12-16,39.84999847412109,39.68000030517578,40.25
2021-12-17,40.4900016784668,39.0,39.90999984741211
2021-12-20,40.31999969482422,39.130001068115234,39.95000076293945
2021-12-21,41.52000045776367,40.59999847412109,40.59999847412109
2021-12-22,42.06999969482422,41.400001525878906,41.400001525878906
2021-12-23,42.20000076293945,42.060001373291016,42.11000061035156
2021-12-27,42.369998931884766,41.84999847412109,42.09000015258789
2021-12-28,42.68000030517578,42.34000015258789,42.34000015258789
2021-12-29,42.88999938964844,42.619998931884766,42.84999847412109
2021-12-30,42.90999984741211,42.75,43.0
2021-12-31,43.08000183105469,42.70000076293945,42.790000915527344
2022-01-03,42.959999084472656,41.93999862670898,43.220001220703125
2022-01-04,42.619998931884766,42.45000076293945,43.0099983215332
","date,5-day,open
2021-11-12,35.26000061035156,35.130001068115234
2021-11-15,35.470000457763675,36.060001373291016
2021-11-16,35.816000366210936,36.84000015258789
2021-11-17,36.10999984741211,36.43999862670898
2021-11-18,36.29799957275391,36.43999862670898
2021-11-19,36.41599960327149,35.970001220703125
2021-11-22,36.3879997253418,36.33000183105469
2021-11-23,36.4379997253418,36.720001220703125
2021-11-24,36.60199966430664,37.0099983215332
2021-11-26,36.64199981689453,36.27000045776367
2021-11-29,36.70999984741211,36.77000045776367
2021-11-30,36.60599975585937,36.25
2021-12-01,36.35199966430664,36.43999862670898
2021-12-02,36.20999984741211,35.790000915527344
2021-12-03,36.27200012207031,36.959999084472656
2021-12-06,36.56399993896484,36.95000076293945
2021-12-07,37.13199996948242,38.220001220703125
2021-12-08,37.774000549316405,39.09000015258789
2021-12-09,38.15800094604492,38.63999938964844
2021-12-10,38.61800079345703,39.0099983215332
2021-12-13,38.99400100708008,38.75
2021-12-14,39.20800094604492,39.970001220703125
2021-12-15,39.45800094604492,39.83000183105469
2021-12-16,39.73400039672852,40.25
2021-12-17,40.060000610351565,39.90999984741211
2021-12-20,40.130000305175784,39.95000076293945
2021-12-21,40.44800033569336,40.59999847412109
2021-12-22,40.85,41.400001525878906
2021-12-23,41.32000045776367,42.11000061035156
2021-12-27,41.69599990844726,42.09000015258789
2021-12-28,42.168000030517575,42.34000015258789
2021-12-29,42.44199981689453,42.84999847412109
2021-12-30,42.60999984741211,43.0
2021-12-31,42.78600006103515,42.790000915527344
2022-01-03,42.90400009155273,43.220001220703125
2022-01-04,42.89199981689453,43.0099983215332
"
3294,US,technical,"Calculate the percentage of days where Church & Dwight's low was greater than its 20-day Simple Moving Average line from August 27, 2023 to May 14, 2024. (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.5556,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2023-08-01,96.37000274658205,95.8000030517578,95.8000030517578
2023-08-02,96.77999877929688,95.91999816894533,96.5500030517578
2023-08-03,95.11000061035156,95.0999984741211,97.12000274658205
2023-08-04,94.62999725341795,94.37999725341795,94.93000030517578
2023-08-07,95.68000030517578,94.6500015258789,94.6500015258789
2023-08-08,95.5,95.23999786376952,96.1500015258789
2023-08-09,96.0500030517578,95.4499969482422,95.51000213623048
2023-08-10,95.5500030517578,95.30999755859376,96.38999938964844
2023-08-11,95.98999786376952,95.47000122070312,95.83000183105467
2023-08-14,95.16000366210938,94.95999908447266,95.94000244140624
2023-08-15,94.19000244140624,94.04000091552734,94.95999908447266
2023-08-16,93.61000061035156,93.36000061035156,94.06999969482422
2023-08-17,92.16999816894533,92.12999725341795,93.8000030517578
2023-08-18,93.08999633789062,91.37999725341795,91.83000183105467
2023-08-21,92.4499969482422,91.93000030517578,92.72000122070312
2023-08-22,92.70999908447266,91.87999725341795,92.2300033569336
2023-08-23,92.48999786376952,91.98999786376952,93.01000213623048
2023-08-24,92.83999633789062,92.37999725341795,92.48999786376952
2023-08-25,93.3000030517578,92.87999725341795,93.23999786376952
2023-08-28,94.44000244140624,93.95999908447266,94.61000061035156
2023-08-29,95.44000244140624,93.83999633789062,94.41999816894533
2023-08-30,96.01000213623048,95.37999725341795,95.37999725341795
2023-08-31,96.7699966430664,95.83999633789062,96.0999984741211
2023-09-01,96.26000213623048,96.02999877929688,96.91000366210938
2023-09-05,95.16999816894533,94.77999877929688,95.9499969482422
2023-09-06,94.12000274658205,93.91999816894533,95.2699966430664
2023-09-07,96.5199966430664,94.63999938964844,94.63999938964844
2023-09-08,95.66999816894533,95.45999908447266,96.25
2023-09-11,96.31999969482422,95.81999969482422,96.93000030517578
2023-09-12,95.3000030517578,95.0199966430664,96.4800033569336
2023-09-13,95.6999969482422,94.9499969482422,95.31999969482422
2023-09-14,95.5999984741211,94.94000244140624,95.69000244140624
2023-09-15,95.22000122070312,95.05999755859376,95.56999969482422
2023-09-18,95.1500015258789,94.87999725341795,95.63999938964844
2023-09-19,94.83999633789062,93.93000030517578,94.95999908447266
2023-09-20,95.11000061035156,94.79000091552734,95.19000244140624
2023-09-21,95.0199966430664,94.79000091552734,95.0999984741211
2023-09-22,94.69000244140624,94.45999908447266,94.87999725341795
2023-09-25,93.83999633789062,93.51000213623048,94.5999984741211
2023-09-26,93.08000183105467,93.04000091552734,93.91000366210938
2023-09-27,91.97000122070312,91.5999984741211,93.06999969482422
2023-09-28,91.88999938964844,91.55999755859376,92.27999877929688
2023-09-29,91.62999725341795,91.31999969482422,92.27999877929688
2023-10-02,91.6500015258789,91.18000030517578,91.47000122070312
2023-10-03,90.97000122070312,90.75,91.5500030517578
2023-10-04,92.0500030517578,90.5199966430664,91.12000274658205
2023-10-05,90.2300033569336,90.12999725341795,91.56999969482422
2023-10-06,85.98999786376953,85.7300033569336,90.06999969482422
2023-10-09,86.63999938964844,85.13999938964844,85.91999816894531
2023-10-10,88.1500015258789,86.83000183105469,87.31999969482422
2023-10-11,87.6500015258789,86.70999908447266,88.0999984741211
2023-10-12,86.08999633789062,85.75,87.63999938964844
2023-10-13,87.69999694824219,86.1500015258789,86.30000305175781
2023-10-16,88.94000244140625,87.68000030517578,88.30000305175781
2023-10-17,89.12000274658203,88.12000274658203,88.7300033569336
2023-10-18,90.25,89.38999938964844,89.66000366210938
2023-10-19,89.5999984741211,89.16000366210938,90.54000091552734
2023-10-20,90.12000274658205,89.41000366210938,89.9000015258789
2023-10-23,91.0500030517578,90.12999725341795,90.63999938964844
2023-10-24,91.58000183105467,90.88999938964844,91.02999877929688
2023-10-25,92.23999786376952,91.04000091552734,91.36000061035156
2023-10-26,92.22000122070312,91.80999755859376,92.1999969482422
2023-10-27,90.11000061035156,89.87000274658203,91.77999877929688
2023-10-30,90.76000213623048,89.7300033569336,90.7300033569336
2023-10-31,90.94000244140624,90.36000061035156,91.12999725341795
2023-11-01,90.2699966430664,90.02999877929688,91.37000274658205
2023-11-02,91.95999908447266,90.5,90.87999725341795
2023-11-03,86.80000305175781,82.25,85.30000305175781
2023-11-06,86.87999725341797,86.2300033569336,86.80999755859375
2023-11-07,88.70999908447266,86.41000366210938,86.66999816894531
2023-11-08,88.62000274658203,88.37000274658203,88.9800033569336
2023-11-09,89.6500015258789,88.45999908447266,88.88999938964844
2023-11-10,89.72000122070312,89.0999984741211,89.77999877929688
2023-11-13,90.93000030517578,89.05000305175781,89.51000213623047
2023-11-14,91.77999877929688,90.75,91.11000061035156
2023-11-15,91.6500015258789,91.51000213623048,91.83000183105467
2023-11-16,92.87999725341795,91.63999938964844,91.6500015258789
2023-11-17,92.4000015258789,92.0199966430664,93.08000183105467
2023-11-20,91.4499969482422,91.1999969482422,92.04000091552734
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2024-04-19,103.01799926757812,102.0999984741211
2024-04-22,103.08549919128419,104.5
2024-04-23,103.27149925231933,105.8000030517578
2024-04-24,103.49699935913085,105.2699966430664
2024-04-25,103.64899940490723,106.6999969482422
2024-04-26,103.74949951171875,106.30999755859376
2024-04-29,103.8439998626709,105.94000244140624
2024-04-30,104.00649986267089,106.4499969482422
2024-05-01,104.16149978637695,106.05999755859376
2024-05-02,104.35049972534179,103.41000366210938
2024-05-03,104.55599975585938,103.91999816894533
2024-05-06,104.75200004577637,105.11000061035156
2024-05-07,105.00400009155274,105.7300033569336
2024-05-08,105.21399993896485,106.33000183105467
2024-05-09,105.4875,106.37000274658205
2024-05-10,105.79899978637695,106.80999755859376
2024-05-13,106.07749977111817,106.6500015258789
2024-05-14,106.25649986267089,105.33999633789062
"
3295,US,technical,"What is the percentage of days where the open price is greater than the 20-day Weighted Moving Average line for Biogen from July 19, 2024 to March 22, 2025? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",73.9645,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open
2024-06-21,224.0,227.3500061035156
2024-06-24,226.6000061035156,225.7400054931641
2024-06-25,223.19000244140625,225.47999572753903
2024-06-26,224.4600067138672,221.7899932861328
2024-06-27,228.72000122070312,223.42999267578125
2024-06-28,231.82000732421875,229.5
2024-07-01,231.7700042724609,231.41000366210935
2024-07-02,228.82000732421875,231.7100067138672
2024-07-03,224.6100006103516,229.4499969482422
2024-07-05,225.6499938964844,225.02999877929688
2024-07-08,228.07000732421875,226.47000122070312
2024-07-09,229.05999755859372,227.7100067138672
2024-07-10,232.75,229.8500061035156
2024-07-11,236.8000030517578,234.5
2024-07-12,230.05999755859372,237.97999572753903
2024-07-15,221.5800018310547,230.05999755859372
2024-07-16,225.0200042724609,221.7899932861328
2024-07-17,228.3300018310547,223.38999938964844
2024-07-18,225.25,226.0
2024-07-19,226.3999938964844,225.6699981689453
2024-07-22,226.6300048828125,227.72999572753903
2024-07-23,224.2899932861328,226.2899932861328
2024-07-24,226.02999877929688,224.1000061035156
2024-07-25,227.44000244140625,227.1999969482422
2024-07-26,211.1699981689453,211.3800048828125
2024-07-29,214.42999267578125,210.94000244140625
2024-07-30,211.88999938964844,214.2899932861328
2024-07-31,213.1999969482422,212.0
2024-08-01,210.6999969482422,215.8000030517578
2024-08-02,205.66000366210935,212.4499969482422
2024-08-05,198.38999938964844,204.1199951171875
2024-08-06,200.1300048828125,198.75999450683597
2024-08-07,199.77999877929688,201.5200042724609
2024-08-08,204.07000732421875,199.8300018310547
2024-08-09,202.0,203.1199951171875
2024-08-12,201.0399932861328,202.0
2024-08-13,204.0500030517578,201.1000061035156
2024-08-14,200.58999633789065,203.7400054931641
2024-08-15,201.6300048828125,202.82000732421875
2024-08-16,201.91000366210935,201.9900054931641
2024-08-19,206.05999755859372,202.47000122070312
2024-08-20,205.4900054931641,205.38999938964844
2024-08-21,206.17999267578125,206.25
2024-08-22,203.32000732421875,206.75999450683597
2024-08-23,205.0,204.5
2024-08-26,204.8600006103516,206.22999572753903
2024-08-27,203.3000030517578,204.8600006103516
2024-08-28,204.1999969482422,203.75999450683597
2024-08-29,204.82000732421875,206.0
2024-08-30,204.75999450683597,205.82000732421875
2024-09-03,204.83999633789065,204.22000122070312
2024-09-04,204.9499969482422,205.72000122070312
2024-09-05,201.8000030517578,205.19000244140625
2024-09-06,200.80999755859372,202.52999877929688
2024-09-09,199.2700042724609,200.44000244140625
2024-09-10,200.63999938964844,199.4900054931641
2024-09-11,199.08999633789065,198.9499969482422
2024-09-12,197.88999938964844,199.0500030517578
2024-09-13,195.6300048828125,197.66000366210935
2024-09-16,199.5800018310547,197.25999450683597
2024-09-17,198.2100067138672,199.8300018310547
2024-09-18,197.58999633789065,198.1300048828125
2024-09-19,201.44000244140625,200.57000732421875
2024-09-20,199.3600006103516,200.00999450683597
2024-09-23,195.80999755859372,199.1999969482422
2024-09-24,194.1199951171875,199.9900054931641
2024-09-25,189.07000732421875,193.83999633789065
2024-09-26,193.6000061035156,191.1699981689453
2024-09-27,194.6699981689453,194.4900054931641
2024-09-30,193.83999633789065,193.3600006103516
2024-10-01,190.8000030517578,194.6100006103516
2024-10-02,188.7400054931641,190.0800018310547
2024-10-03,184.77999877929688,187.2100067138672
2024-10-04,185.67999267578125,186.67999267578125
2024-10-07,183.33999633789065,184.75999450683597
2024-10-08,182.3000030517578,182.72999572753903
2024-10-09,185.75999450683597,182.4600067138672
2024-10-10,188.58999633789065,184.55999755859372
2024-10-11,188.3800048828125,189.0
2024-10-14,191.55999755859372,188.58999633789065
2024-10-15,191.5500030517578,191.8699951171875
2024-10-16,189.0,191.67999267578125
2024-10-17,189.5500030517578,188.5500030517578
2024-10-18,190.16000366210935,188.22000122070312
2024-10-21,184.6499938964844,190.16000366210935
2024-10-22,185.8999938964844,183.80999755859372
2024-10-23,182.97999572753903,184.8800048828125
2024-10-24,183.8600006103516,184.7899932861328
2024-10-25,181.69000244140625,185.6999969482422
2024-10-28,185.00999450683597,182.47999572753903
2024-10-29,183.47000122070312,184.82000732421875
2024-10-30,181.17999267578125,184.6300048828125
2024-10-31,174.0,178.11000061035156
2024-11-01,173.7899932861328,173.64999389648438
2024-11-04,173.52000427246094,173.22000122070312
2024-11-05,176.92999267578125,172.7100067138672
2024-11-06,174.39999389648438,176.8699951171875
2024-11-07,173.9199981689453,175.69000244140625
2024-11-08,173.0399932861328,173.5800018310547
2024-11-11,172.02999877929688,173.9199981689453
2024-11-12,168.27999877929688,171.36000061035156
2024-11-13,165.7899932861328,167.74000549316406
2024-11-14,164.88999938964844,165.0
2024-11-15,159.99000549316406,165.4600067138672
2024-11-18,157.94000244140625,158.19000244140625
2024-11-19,155.42999267578125,157.02000427246094
2024-11-20,156.0,155.02999877929688
2024-11-21,158.00999450683594,157.1699981689453
2024-11-22,157.89999389648438,158.10000610351562
2024-11-25,158.7100067138672,159.99000549316406
2024-11-26,157.69000244140625,159.1999969482422
2024-11-27,159.8300018310547,158.64999389648438
2024-11-29,160.6300048828125,160.72000122070312
2024-12-02,164.22999572753906,160.16000366210938
2024-12-03,160.85000610351562,162.6199951171875
2024-12-04,160.9199981689453,160.85000610351562
2024-12-05,159.25999450683594,161.10000610351562
2024-12-06,157.77999877929688,159.05999755859375
2024-12-09,156.4600067138672,157.2100067138672
2024-12-10,156.32000732421875,157.33999633789062
2024-12-11,157.4600067138672,156.3699951171875
2024-12-12,155.3300018310547,156.6999969482422
2024-12-13,150.02999877929688,154.57000732421875
2024-12-16,150.49000549316406,149.0
2024-12-17,150.63999938964844,150.16000366210938
2024-12-18,146.7899932861328,150.00999450683594
2024-12-19,147.38999938964844,146.60000610351562
2024-12-20,146.47000122070312,145.63999938964844
2024-12-23,149.3800048828125,146.0
2024-12-24,149.02000427246094,148.6699981689453
2024-12-26,149.89999389648438,148.0
2024-12-27,151.30999755859375,148.74000549316406
2024-12-30,150.19000244140625,150.9199981689453
2024-12-31,152.9199981689453,150.8000030517578
2025-01-02,150.0,153.83999633789062
2025-01-03,152.2100067138672,149.72999572753906
2025-01-06,153.27000427246094,151.92999267578125
2025-01-07,153.14999389648438,153.11000061035156
2025-01-08,150.75,152.27000427246094
2025-01-10,148.82000732421875,149.17999267578125
2025-01-13,150.17999267578125,148.9199981689453
2025-01-14,143.05999755859375,149.9199981689453
2025-01-15,141.0,145.4600067138672
2025-01-16,141.22999572753906,140.49000549316406
2025-01-17,140.5500030517578,143.1300048828125
2025-01-21,140.97999572753906,141.0
2025-01-22,142.75,140.75
2025-01-23,143.6699981689453,143.13999938964844
2025-01-24,146.1999969482422,143.4499969482422
2025-01-27,148.75999450683594,146.5500030517578
2025-01-28,145.49000549316406,148.2899932861328
2025-01-29,144.41000366210938,145.10000610351562
2025-01-30,146.22999572753906,145.83999633789062
2025-01-31,143.92999267578125,145.1999969482422
2025-02-03,142.33999633789062,142.80999755859375
2025-02-04,142.49000549316406,141.0800018310547
2025-02-05,145.52999877929688,142.89999389648438
2025-02-06,142.3699951171875,145.17999267578125
2025-02-07,141.35000610351562,141.83999633789062
2025-02-10,142.5399932861328,141.6300048828125
2025-02-11,139.38999938964844,140.66000366210938
2025-02-12,133.42999267578125,136.75999450683594
2025-02-13,138.4499969482422,132.14999389648438
2025-02-14,137.3300018310547,140.13999938964844
2025-02-18,136.57000732421875,138.13999938964844
2025-02-19,136.67999267578125,135.9499969482422
2025-02-20,137.0800018310547,137.19000244140625
2025-02-21,140.63999938964844,138.0
2025-02-24,141.27000427246094,141.27999877929688
2025-02-25,143.4600067138672,140.0
2025-02-26,140.49000549316406,143.08999633789062
2025-02-27,139.8800048828125,140.05999755859375
2025-02-28,140.5,141.05999755859375
2025-03-03,141.7100067138672,140.41000366210938
2025-03-04,142.64999389648438,143.41000366210938
2025-03-05,143.77000427246094,142.85000610351562
2025-03-06,147.3699951171875,143.64999389648438
2025-03-07,150.3800048828125,147.4199981689453
2025-03-10,150.7100067138672,150.2899932861328
2025-03-11,143.66000366210938,151.1300048828125
2025-03-12,140.19000244140625,142.00999450683594
2025-03-13,139.97999572753906,140.36000061035156
2025-03-14,139.44000244140625,139.66000366210938
2025-03-17,143.5399932861328,140.0500030517578
2025-03-18,143.08999633789062,143.1699981689453
2025-03-19,141.42999267578125,143.08999633789062
2025-03-20,141.3800048828125,141.13999938964844
2025-03-21,140.89999389648438,141.24000549316406
","date,20-day,open
2024-07-19,227.8462866646903,225.6699981689453
2024-07-22,227.74933457147506,227.72999572753903
2024-07-23,227.41700039818173,226.2899932861328
2024-07-24,227.26138109479632,224.1000061035156
2024-07-25,227.22652406238373,227.1999969482422
2024-07-26,225.6279523577009,211.3800048828125
2024-07-29,224.42342776343935,210.94000244140625
2024-07-30,223.05980864025298,214.2899932861328
2024-07-31,221.91561787923177,212.0
2024-08-01,220.60771288190568,215.8000030517578
2024-08-02,218.88604663667223,212.4499969482422
2024-08-05,216.56718946184432,204.1199951171875
2024-08-06,214.55538046700613,198.75999450683597
2024-08-07,212.6479994274321,201.5200042724609
2024-08-08,211.30619063604445,199.8300018310547
2024-08-09,209.9230954124814,203.1199951171875
2024-08-12,208.58219001406715,202.0
2024-08-13,207.62576177687873,201.1000061035156
2024-08-14,206.43966623942057,203.7400054931641
2024-08-15,205.4847143990653,202.82000732421875
2024-08-16,204.66890527634393,201.9900054931641
2024-08-19,204.36495266868954,202.47000122070312
2024-08-20,204.10466751825243,205.38999938964844
2024-08-21,203.99961918422153,206.25
2024-08-22,203.71671513148718,206.75999450683597
2024-08-23,203.7086675008138,204.5
2024-08-26,203.71666753859748,206.22999572753903
2024-08-27,203.62166777111236,204.8600006103516
2024-08-28,203.65328645252046,203.75999450683597
2024-08-29,203.78681088402158,206.0
2024-08-30,203.94261975969587,205.82000732421875
2024-09-03,204.11033361525762,204.22000122070312
2024-09-04,204.2578094482422,205.72000122070312
2024-09-05,204.08233351934524,205.19000244140625
2024-09-06,203.80295228504,202.52999877929688
2024-09-09,203.3924288795108,200.44000244140625
2024-09-10,203.12538117908295,199.4900054931641
2024-09-11,202.71261887323288,198.9499969482422
2024-09-12,202.20919022333055,199.0500030517578
2024-09-13,201.50338112967356,197.66000366210935
2024-09-16,201.20233365013485,197.25999450683597
2024-09-17,200.78190569196428,199.8300018310547
2024-09-18,200.33981003534225,198.1300048828125
2024-09-19,200.30200071788968,200.57000732421875
2024-09-20,200.08866737002418,200.00999450683597
2024-09-23,199.55609566824776,199.1999969482422
2024-09-24,198.90633326939175,199.9900054931641
2024-09-25,197.82676253545853,193.83999633789065
2024-09-26,197.2463821411133,191.1699981689453
2024-09-27,196.81838189987909,194.4900054931641
2024-09-30,196.359667242141,193.3600006103516
2024-10-01,195.6634294055757,194.6100006103516
2024-10-02,194.83785843622115,190.0800018310547
2024-10-03,193.71233440580824,187.2100067138672
2024-10-04,192.75357171921502,186.67999267578125
2024-10-07,191.64399988083613,184.75999450683597
2024-10-08,190.51123824346632,182.72999572753903
2024-10-09,189.79533291771298,182.4600067138672
2024-10-10,189.4124277750651,184.55999755859372
2024-10-11,189.0538091750372,189.0
2024-10-14,189.0325708298456,188.58999633789065
2024-10-15,189.04857112339565,191.8699951171875
2024-10-16,188.85342828659785,191.67999267578125
2024-10-17,188.75157143729075,188.5500030517578
2024-10-18,188.7644289289202,188.22000122070312
2024-10-21,188.2963330950056,190.16000366210935
2024-10-22,188.00042775472005,183.80999755859372
2024-10-23,187.4655702136812,184.8800048828125
2024-10-24,187.04352271670388,184.7899932861328
2024-10-25,186.46118970598494,185.6999969482422
2024-10-28,186.25685591924758,182.47999572753903
2024-10-29,185.9479037330264,184.82000732421875
2024-10-30,185.455760265532,184.6300048828125
2024-10-31,184.31580803280784,178.11000061035156
2024-11-01,183.20718848818825,173.64999389648438
2024-11-04,182.12947474888392,173.22000122070312
2024-11-05,181.42328367687406,172.7100067138672
2024-11-06,180.5017118181501,176.8699951171875
2024-11-07,179.5885213216146,175.69000244140625
2024-11-08,178.6613779703776,173.5800018310547
2024-11-11,177.71109234037854,173.9199981689453
2024-11-12,176.49666384742375,171.36000061035156
2024-11-13,175.15590151832217,167.74000549316406
2024-11-14,173.83994932628812,165.0
2024-11-15,172.17475963774183,165.4600067138672
2024-11-18,170.45799822126116,158.19000244140625
2024-11-19,168.62937869117374,157.02000427246094
2024-11-20,167.00014081682477,155.02999877929688
2024-11-21,165.69080716087706,157.1699981689453
2024-11-22,164.494092523484,158.10000610351562
2024-11-25,163.48780771891276,159.99000549316406
2024-11-26,162.509617687407,159.1999969482422
2024-11-27,161.85799902053105,158.64999389648438
2024-11-29,161.38423774355934,160.72000122070312
2024-12-02,161.31699938092913,160.16000366210938
2024-12-03,160.97338104248047,162.6199951171875
2024-12-04,160.69676193963915,160.85000610351562
2024-12-05,160.33828531901042,161.10000610351562
2024-12-06,159.91095195951917,159.05999755859375
2024-12-09,159.43476220993767,157.2100067138672
2024-12-10,159.02419150216238,157.33999633789062
2024-12-11,158.79700164794923,156.3699951171875
2024-12-12,158.4184779575893,156.6999969482422
2024-12-13,157.58500155494326,154.57000732421875
2024-12-16,156.86609722319105,149.0
2024-12-17,156.2067161196754,150.16000366210938
2024-12-18,155.2154296875,150.00999450683594
2024-12-19,154.32242954799108,146.60000610351562
2024-12-20,153.3828105381557,145.63999938964844
2024-12-23,152.77528708321708,146.0
2024-12-24,152.17404923211961,148.6699981689453
2024-12-26,151.702762785412,148.0
2024-12-27,151.4028576805478,148.74000549316406
2024-12-30,151.03685782296316,150.9199981689453
2024-12-31,150.98057185581752,150.8000030517578
2025-01-02,150.7000479561942,153.83999633789062
2025-01-03,150.68166758219402,149.72999572753906
2025-01-06,150.8057155064174,151.92999267578125
2025-01-07,150.94685763404482,153.11000061035156
2025-01-08,150.88147655668712,152.27000427246094
2025-01-10,150.65947716122582,149.17999267578125
2025-01-13,150.60271446591332,148.9199981689453
2025-01-14,149.90252373105002,149.9199981689453
2025-01-15,149.0645713442848,145.4600067138672
2025-01-16,148.2915233067104,140.49000549316406
2025-01-17,147.49780934651693,143.1300048828125
2025-01-21,146.7930946713402,141.0
2025-01-22,146.2846184866769,140.75
2025-01-23,145.88585641043528,143.13999938964844
2025-01-24,145.74137994675408,143.4499969482422
2025-01-27,145.85585566929407,146.5500030517578
2025-01-28,145.66014200846354,148.2899932861328
2025-01-29,145.3825709751674,145.10000610351562
2025-01-30,145.31118963332403,145.83999633789062
2025-01-31,145.03961755661737,145.1999969482422
2025-02-03,144.6594268072219,142.80999755859375
2025-02-04,144.32999885195778,141.0800018310547
2025-02-05,144.33637978690012,142.89999389648438
2025-02-06,144.07866516113282,145.17999267578125
2025-02-07,143.7751420520601,141.83999633789062
2025-02-10,143.6297129313151,141.6300048828125
2025-02-11,143.2141892206101,140.66000366210938
2025-02-12,142.28242674328033,136.75999450683594
2025-02-13,141.87461707705543,132.14999389648438
2025-02-14,141.37228408086867,140.13999938964844
2025-02-18,140.81614205496652,138.13999938964844
2025-02-19,140.2894271850586,135.9499969482422
2025-02-20,139.8212846301851,137.19000244140625
2025-02-21,139.719189453125,138.0
2025-02-24,139.69152330671037,141.27999877929688
2025-02-25,139.89590497698103,140.0
2025-02-26,139.84266742524647,143.08999633789062
2025-02-27,139.75514410109747,140.05999755859375
2025-02-28,139.7482393537249,141.05999755859375
2025-03-03,139.883859034947,140.41000366210938
2025-03-04,140.11957266671317,143.41000366210938
2025-03-05,140.46047777448382,142.85000610351562
2025-03-06,141.13814392089844,143.64999389648438
2025-03-07,142.09371577671595,147.4199981689453
2025-03-10,143.04257347470238,150.2899932861328
2025-03-11,143.27543087913875,151.1300048828125
2025-03-12,143.17247859409878,142.00999450683594
2025-03-13,143.04571613130116,140.36000061035156
2025-03-14,142.83633524576823,139.66000366210938
2025-03-17,143.01271536690848,140.0500030517578
2025-03-18,143.11666724795387,143.1699981689453
2025-03-19,143.03147597539993,143.08999633789062
2025-03-20,142.91890491303943,141.13999938964844
2025-03-21,142.74014231363932,141.24000549316406
"
3296,US,technical,"From October 29, 2023 to February 09, 2024, what proportion of days had Meta Platforms's low price less than its 60-day Weighted Moving Average line? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",87.3239,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low
2023-08-07,316.5599975585937,313.2300109863281,310.4599914550781
2023-08-08,312.6400146484375,314.3999938964844,310.1099853515625
2023-08-09,305.2099914550781,312.8800048828125,302.8500061035156
2023-08-10,305.739990234375,307.94000244140625,303.8699951171875
2023-08-11,301.6400146484375,302.57000732421875,300.3599853515625
2023-08-14,306.19000244140625,300.9800109863281,298.25
2023-08-15,301.95001220703125,306.1400146484375,300.0299987792969
2023-08-16,294.2900085449219,300.20001220703125,294.2799987792969
2023-08-17,285.0899963378906,293.04998779296875,284.95001220703125
2023-08-18,283.25,279.0299987792969,274.3800048828125
2023-08-21,289.8999938964844,283.45001220703125,281.8500061035156
2023-08-22,287.6000061035156,292.54998779296875,286.75
2023-08-23,294.239990234375,288.5,287.6700134277344
2023-08-24,286.75,298.5,286.6400146484375
2023-08-25,285.5,286.1300048828125,276.0299987792969
2023-08-28,290.260009765625,288.0,285.79998779296875
2023-08-29,297.989990234375,288.5799865722656,288.17999267578125
2023-08-30,295.1000061035156,297.1700134277344,293.42999267578125
2023-08-31,295.8900146484375,295.79998779296875,295.6600036621094
2023-09-01,296.3800048828125,299.3699951171875,294.4700012207031
2023-09-05,300.1499938964844,297.0199890136719,295.510009765625
2023-09-06,299.1700134277344,301.7099914550781,295.6600036621094
2023-09-07,298.6700134277344,298.0,292.2200012207031
2023-09-08,297.8900146484375,299.2200012207031,296.7799987792969
2023-09-11,307.5599975585937,301.4100036621094,301.2799987792969
2023-09-12,301.6600036621094,306.3299865722656,300.2300109863281
2023-09-13,305.0599975585937,302.3599853515625,301.32000732421875
2023-09-14,311.7200012207031,306.739990234375,305.0299987792969
2023-09-15,300.3099975585937,311.6099853515625,298.75
2023-09-18,302.54998779296875,298.19000244140625,297.79998779296875
2023-09-19,305.07000732421875,302.4800109863281,299.8099975585937
2023-09-20,299.6700134277344,305.04998779296875,299.42999267578125
2023-09-21,295.7300109863281,295.70001220703125,293.2699890136719
2023-09-22,299.0799865722656,299.29998779296875,298.2699890136719
2023-09-25,300.8299865722656,295.6400146484375,293.70001220703125
2023-09-26,298.9599914550781,297.6600036621094,296.010009765625
2023-09-27,297.739990234375,300.45001220703125,286.7900085449219
2023-09-28,303.9599914550781,298.94000244140625,296.70001220703125
2023-09-29,300.2099914550781,307.3800048828125,299.3599853515625
2023-10-02,306.82000732421875,302.739990234375,301.6300048828125
2023-10-03,300.94000244140625,304.260009765625,299.6400146484375
2023-10-04,305.5799865722656,298.7300109863281,298.5
2023-10-05,304.7900085449219,304.6300048828125,299.5
2023-10-06,315.42999267578125,301.44000244140625,300.9100036621094
2023-10-09,318.3599853515625,312.5,311.82000732421875
2023-10-10,321.8399963378906,319.1199951171875,318.1600036621094
2023-10-11,327.82000732421875,323.010009765625,322.95001220703125
2023-10-12,324.1600036621094,328.0,322.69000244140625
2023-10-13,314.69000244140625,323.5299987792969,312.3699951171875
2023-10-16,321.1499938964844,318.6400146484375,315.5199890136719
2023-10-17,324.0,318.17999267578125,317.29998779296875
2023-10-18,316.9700012207031,321.3900146484375,315.5599975585937
2023-10-19,312.8099975585937,319.8800048828125,311.75
2023-10-20,308.6499938964844,314.1400146484375,306.4700012207031
2023-10-23,314.010009765625,309.5,307.260009765625
2023-10-24,312.54998779296875,316.7799987792969,310.6300048828125
2023-10-25,299.5299987792969,310.0,298.8399963378906
2023-10-26,288.3500061035156,295.0,279.3999938964844
2023-10-27,296.7300109863281,294.4800109863281,292.9700012207031
2023-10-30,302.6600036621094,299.0899963378906,299.04998779296875
2023-10-31,301.2699890136719,303.3099975585937,296.8599853515625
2023-11-01,311.8500061035156,301.8500061035156,301.8500061035156
2023-11-02,310.8699951171875,317.29998779296875,308.3299865722656
2023-11-03,314.6000061035156,312.54998779296875,311.0199890136719
2023-11-06,315.79998779296875,315.9800109863281,314.45001220703125
2023-11-07,318.82000732421875,317.0599975585937,315.1199951171875
2023-11-08,319.7799987792969,318.1400146484375,314.8800048828125
2023-11-09,320.54998779296875,319.4200134277344,318.79998779296875
2023-11-10,328.7699890136719,319.94000244140625,319.4599914550781
2023-11-13,329.19000244140625,326.20001220703125,325.70001220703125
2023-11-14,336.3099975585937,334.5400085449219,333.3299865722656
2023-11-15,332.7099914550781,337.92999267578125,330.0199890136719
2023-11-16,334.19000244140625,329.3699951171875,326.3800048828125
2023-11-17,335.0400085449219,330.260009765625,329.3500061035156
2023-11-20,339.9700012207031,334.8900146484375,334.19000244140625
2023-11-21,336.9800109863281,338.3299865722656,335.8999938964844
2023-11-22,341.489990234375,339.2099914550781,338.5799865722656
2023-11-24,338.2300109863281,340.1300048828125,336.7699890136719
2023-11-27,334.70001220703125,336.17999267578125,334.20001220703125
2023-11-28,338.989990234375,333.3999938964844,333.3999938964844
2023-11-29,332.20001220703125,339.69000244140625,330.7799987792969
2023-11-30,327.1499938964844,331.8900146484375,322.3999938964844
2023-12-01,324.82000732421875,325.4800109863281,320.760009765625
2023-12-04,320.0199890136719,317.2900085449219,313.6600036621094
2023-12-05,318.2900085449219,318.9800109863281,315.3900146484375
2023-12-06,317.45001220703125,321.92999267578125,317.0400085449219
2023-12-07,326.5899963378906,317.7699890136719,317.7699890136719
2023-12-08,332.75,323.0899963378906,323.0
2023-12-11,325.2799987792969,329.3999938964844,320.0
2023-12-12,334.2200012207031,324.6000061035156,324.5599975585937
2023-12-13,334.739990234375,333.92999267578125,332.6400146484375
2023-12-14,333.1700134277344,333.8500061035156,328.6400146484375
2023-12-15,334.9200134277344,331.989990234375,331.2200012207031
2023-12-18,344.6199951171875,337.4800109863281,337.0199890136719
2023-12-19,350.3599853515625,345.5799865722656,345.1199951171875
2023-12-20,349.2799987792969,348.6499938964844,347.7900085449219
2023-12-21,354.0899963378906,352.9800109863281,349.2099914550781
2023-12-22,353.3900146484375,355.5799865722656,351.2200012207031
2023-12-26,354.8299865722656,354.989990234375,353.45001220703125
2023-12-27,357.8299865722656,356.07000732421875,355.3099975585937
2023-12-28,358.32000732421875,359.70001220703125,357.8099975585937
2023-12-29,353.9599914550781,358.989990234375,351.82000732421875
2024-01-02,346.2900085449219,351.32000732421875,340.010009765625
2024-01-03,344.4700012207031,344.9800109863281,343.17999267578125
2024-01-04,347.1199951171875,344.5,343.3999938964844
2024-01-05,351.95001220703125,346.989990234375,346.260009765625
2024-01-08,358.6600036621094,354.70001220703125,352.04998779296875
2024-01-09,357.42999267578125,356.3999938964844,355.3599853515625
2024-01-10,370.4700012207031,360.1700134277344,359.0799865722656
2024-01-11,369.6700134277344,372.1300048828125,362.9299926757813
2024-01-12,374.489990234375,370.1600036621094,369.5400085449219
2024-01-16,367.4599914550781,373.6499938964844,367.2300109863281
2024-01-17,368.3699951171875,366.2999877929688,358.6099853515625
2024-01-18,376.1300048828125,371.489990234375,370.9500122070313
2024-01-19,383.4500122070313,379.0,377.9700012207031
2024-01-22,381.7799987792969,387.9500122070313,381.1600036621094
2024-01-23,385.2000122070313,384.6199951171875,382.0799865722656
2024-01-24,390.7000122070313,390.0,387.80999755859375
2024-01-25,393.1799926757813,390.1700134277344,385.6600036621094
2024-01-26,394.1400146484375,394.3500061035156,391.5899963378906
2024-01-29,401.0199890136719,394.989990234375,393.1000061035156
2024-01-30,400.05999755859375,403.5899963378906,399.5700073242188
2024-01-31,390.1400146484375,389.0,387.1000061035156
2024-02-01,394.7799987792969,393.9400024414063,393.0499877929688
2024-02-02,474.989990234375,459.6000061035156,453.010009765625
2024-02-05,459.4100036621094,469.8800048828125,459.2200012207031
2024-02-06,454.7200012207031,464.0,453.0
2024-02-07,469.5899963378906,458.0,456.1799926757813
2024-02-08,470.0,468.3200073242188,465.0299987792969
2024-02-09,468.1099853515625,472.9500122070313,467.4700012207031
","date,60-day,low
2023-10-30,305.9282511893517,299.04998779296875
2023-10-31,305.86278633159367,296.8599853515625
2023-11-01,306.15256247598614,301.8500061035156
2023-11-02,306.41063881128866,308.3299865722656
2023-11-03,306.7879176905898,311.0199890136719
2023-11-06,307.1996986931139,314.45001220703125
2023-11-07,307.70275903920657,315.1199951171875
2023-11-08,308.2303928729615,314.8800048828125
2023-11-09,308.7735290860869,318.79998779296875
2023-11-10,309.5718238205206,319.4599914550781
2023-11-13,310.3600206385545,325.70001220703125
2023-11-14,311.35655609297623,333.3299865722656
2023-11-15,312.2096979026586,330.0199890136719
2023-11-16,313.086714397493,326.3800048828125
2023-11-17,313.9697693371382,329.3500061035156
2023-11-20,314.988075398096,334.19000244140625
2023-11-21,315.8785839643635,335.8999938964844
2023-11-22,316.89143064738624,338.5799865722656
2023-11-24,317.77362227309595,336.7699890136719
2023-11-27,318.5165079252316,334.20001220703125
2023-11-28,319.3788409457181,333.3999938964844
2023-11-29,319.99526759079896,330.7799987792969
2023-11-30,320.4286061938343,322.3999938964844
2023-12-01,320.7702621876868,320.760009765625
2023-12-04,320.94025091786204,313.6600036621094
2023-12-05,321.0414260947639,315.3900146484375
2023-12-06,321.1091970141468,317.0400085449219
2023-12-07,321.46801112440767,317.7699890136719
2023-12-08,322.0170275411971,323.0
2023-12-11,322.3096340825649,320.0
2023-12-12,322.88171064866697,324.5599975585937
2023-12-13,323.4535300166229,332.6400146484375
2023-12-14,323.9576616297654,328.6400146484375
2023-12-15,324.5008642811593,331.2200012207031
2023-12-18,325.34068381721204,337.0199890136719
2023-12-19,326.34381450382085,345.1199951171875
2023-12-20,327.28447022151425,347.7900085449219
2023-12-21,328.35533350543244,349.2099914550781
2023-12-22,329.3724542169623,351.2200012207031
2023-12-26,330.4097761810803,353.45001220703125
2023-12-27,331.5156118090687,355.3099975585937
2023-12-28,332.60963938561946,357.8099975585937
2023-12-29,333.5293604282734,351.82000732421875
2024-01-02,334.1711694602758,340.010009765625
2024-01-03,334.73062852536395,343.17999267578125
2024-01-04,335.3611037791101,343.3999938964844
2024-01-05,336.13422439658575,346.260009765625
2024-01-08,337.11089117331585,352.04998779296875
2024-01-09,338.0303772639707,355.3599853515625
2024-01-10,339.3592242965281,359.0799865722656
2024-01-11,340.63136134746946,362.9299926757813
2024-01-12,342.03501675298304,369.5400085449219
2024-01-16,343.18059023664296,367.2300109863281
2024-01-17,344.3284097473478,358.6099853515625
2024-01-18,345.70029515334164,370.9500122070313
2024-01-19,347.2753064765305,377.9700012207031
2024-01-22,348.7576179045797,381.1600036621094
2024-01-23,350.31423031332713,382.0799865722656
2024-01-24,352.0043563759392,387.80999755859375
2024-01-25,353.71986430850836,385.6600036621094
2024-01-26,355.4141434633015,391.5899963378906
2024-01-29,357.28400647106065,393.1000061035156
2024-01-30,359.0678861524238,399.5700073242188
2024-01-31,360.4783183113473,387.1000061035156
2024-02-01,361.99756414694866,393.0499877929688
2024-02-02,366.1028315643144,453.010009765625
2024-02-05,369.6102906774302,459.2200012207031
2024-02-06,372.88715408408575,453.0
2024-02-07,376.57782060800355,456.1799926757813
2024-02-08,380.2004872473211,465.0299987792969
2024-02-09,383.6840113238559,467.4700012207031
"
3297,US,technical,"During December 21, 2024 to June 23, 2025, what percentage of trading days had Consolidated Edison's high less the 5-day Weighted Moving Average line? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",87.8049,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-12-17,90.83999633789062,90.80999755859376,90.43000030517578,91.91999816894533
2024-12-18,88.87000274658203,90.6999969482422,88.76000213623047,90.79000091552734
2024-12-19,89.06999969482422,88.68000030517578,88.37000274658203,90.25
2024-12-20,90.02999877929688,88.77999877929688,88.77999877929688,90.52999877929688
2024-12-23,89.66999816894531,89.88999938964844,88.79000091552734,89.88999938964844
2024-12-24,89.58000183105469,89.4000015258789,89.0999984741211,89.7300033569336
2024-12-26,89.58999633789062,89.2300033569336,89.0,90.12999725341795
2024-12-27,89.55999755859375,89.0,88.83000183105469,89.95999908447266
2024-12-30,89.16000366210938,89.47000122070312,88.41000366210938,89.4800033569336
2024-12-31,89.2300033569336,89.30000305175781,88.58999633789062,89.63999938964844
2025-01-02,89.02999877929688,89.7300033569336,88.68000030517578,90.08999633789062
2025-01-03,89.23999786376953,89.12999725341797,88.73999786376953,89.8499984741211
2025-01-06,88.37000274658203,88.44000244140625,87.69999694824219,88.83000183105469
2025-01-07,88.0,88.69999694824219,87.72000122070312,89.16999816894531
2025-01-08,89.01000213623047,87.87999725341797,87.5199966430664,89.04000091552734
2025-01-10,88.1500015258789,88.22000122070312,87.79000091552734,89.11000061035156
2025-01-13,88.47000122070312,88.37000274658203,87.27999877929688,88.4800033569336
2025-01-14,89.37000274658203,88.47000122070312,88.26000213623047,89.58000183105469
2025-01-15,90.2300033569336,89.81999969482422,89.41999816894531,90.5500030517578
2025-01-16,92.22000122070312,90.05000305175781,90.0199966430664,92.2300033569336
2025-01-17,93.6500015258789,91.98999786376952,91.73999786376952,93.83000183105467
2025-01-21,93.20999908447266,93.87000274658205,92.88999938964844,94.95999908447266
2025-01-22,90.7699966430664,92.87000274658205,90.66000366210938,92.87000274658205
2025-01-23,90.76000213623048,91.23999786376952,90.3499984741211,91.44000244140624
2025-01-24,90.5999984741211,90.4000015258789,90.36000061035156,91.05999755859376
2025-01-27,94.88999938964844,91.95999908447266,91.7699966430664,96.06999969482422
2025-01-28,93.38999938964844,94.4000015258789,93.31999969482422,94.81999969482422
2025-01-29,92.56999969482422,93.4000015258789,92.29000091552734,93.8499984741211
2025-01-30,93.86000061035156,93.0999984741211,92.6999969482422,94.02999877929688
2025-01-31,93.73999786376952,93.5500030517578,93.23999786376952,94.23999786376952
2025-02-03,95.62000274658205,93.73999786376952,93.66999816894533,96.05999755859376
2025-02-04,94.91000366210938,94.5999984741211,93.63999938964844,95.4000015258789
2025-02-05,96.19000244140624,95.80999755859376,95.19000244140624,96.44000244140624
2025-02-06,95.41999816894533,96.3000030517578,94.81999969482422,96.33999633789062
2025-02-07,96.08000183105467,95.11000061035156,94.63999938964844,96.20999908447266
2025-02-10,96.6999969482422,96.0,95.23999786376952,96.83000183105467
2025-02-11,96.30999755859376,96.56999969482422,95.75,96.7300033569336
2025-02-12,94.56999969482422,95.38999938964844,93.5199966430664,95.61000061035156
2025-02-13,95.66000366210938,94.5999984741211,94.48999786376952,95.9800033569336
2025-02-14,94.91999816894533,96.0,94.88999938964844,96.38999938964844
2025-02-18,95.76000213623048,94.79000091552734,94.54000091552734,96.06999969482422
2025-02-19,95.26000213623048,94.88999938964844,94.5,95.94000244140624
2025-02-20,95.76000213623048,95.01000213623048,94.5,96.0
2025-02-21,98.26000213623048,96.05999755859376,95.87000274658205,99.33999633789062
2025-02-24,99.68000030517578,98.80999755859376,98.3000030517578,100.75
2025-02-25,100.97000122070312,100.23999786376952,99.72000122070312,101.9499969482422
2025-02-26,99.95999908447266,100.19000244140624,99.0999984741211,100.43000030517578
2025-02-27,99.91999816894533,98.95999908447266,98.37000274658205,100.81999969482422
2025-02-28,101.5199966430664,101.11000061035156,99.83000183105467,101.63999938964844
2025-03-03,104.0199966430664,100.87999725341795,100.87999725341795,104.30999755859376
2025-03-04,102.1500015258789,104.8000030517578,102.11000061035156,105.86000061035156
2025-03-05,100.1999969482422,101.0199966430664,99.68000030517578,101.66000366210938
2025-03-06,100.91000366210938,100.23999786376952,98.97000122070312,101.5999984741211
2025-03-07,103.63999938964844,101.31999969482422,100.77999877929688,104.08000183105467
2025-03-10,106.66000366210938,104.27999877929688,104.0,107.97000122070312
2025-03-11,103.7699966430664,106.2300033569336,103.6999969482422,106.66000366210938
2025-03-12,102.63999938964844,102.41000366210938,101.91999816894533,103.38999938964844
2025-03-13,104.56999969482422,103.47000122070312,103.3499984741211,105.3499984741211
2025-03-14,106.41000366210938,103.87000274658205,103.8000030517578,106.70999908447266
2025-03-17,107.62000274658205,106.41000366210938,105.95999908447266,108.43000030517578
2025-03-18,107.80999755859376,107.22000122070312,106.54000091552734,108.01000213623048
2025-03-19,107.48999786376952,107.4000015258789,106.80999755859376,107.95999908447266
2025-03-20,108.4800033569336,107.77999877929688,107.02999877929688,108.62000274658205
2025-03-21,107.8000030517578,108.22000122070312,107.37000274658205,109.36000061035156
2025-03-24,106.83000183105467,107.22000122070312,106.80999755859376,108.3000030517578
2025-03-25,105.5500030517578,106.7699966430664,104.61000061035156,106.7699966430664
2025-03-26,107.45999908447266,105.87000274658205,105.2699966430664,107.77999877929688
2025-03-27,107.88999938964844,108.0,107.23999786376952,108.38999938964844
2025-03-28,108.7699966430664,108.87999725341795,108.12000274658205,109.44000244140624
2025-03-31,110.58999633789062,109.61000061035156,109.05999755859376,111.11000061035156
2025-04-01,110.05999755859376,110.19000244140624,109.12999725341795,110.68000030517578
2025-04-02,109.58000183105467,110.29000091552734,109.0500030517578,110.83999633789062
2025-04-03,112.72000122070312,112.43000030517578,111.38999938964844,113.4499969482422
2025-04-04,109.31999969482422,114.0,108.12000274658205,114.87000274658205
2025-04-07,105.4000015258789,107.04000091552734,105.20999908447266,109.31999969482422
2025-04-08,106.0500030517578,106.83000183105467,104.83000183105467,108.2699966430664
2025-04-09,105.7699966430664,105.16000366210938,103.27999877929688,108.70999908447266
2025-04-10,108.3000030517578,106.4800033569336,105.56999969482422,109.48999786376952
2025-04-11,109.83999633789062,108.18000030517578,106.95999908447266,110.63999938964844
2025-04-14,112.25,109.27999877929688,108.9000015258789,112.4499969482422
2025-04-15,111.80999755859376,112.41999816894533,111.58000183105467,112.87999725341795
2025-04-16,111.44000244140624,112.62999725341795,111.05999755859376,112.9800033569336
2025-04-17,112.0999984741211,111.47000122070312,111.4000015258789,113.41000366210938
2025-04-21,110.95999908447266,111.88999938964844,109.9800033569336,112.1500015258789
2025-04-22,113.3000030517578,111.5,111.47000122070312,113.55999755859376
2025-04-23,112.5199966430664,112.2300033569336,111.33999633789062,113.0999984741211
2025-04-24,111.29000091552734,112.27999877929688,110.77999877929688,112.5
2025-04-25,110.4499969482422,111.37999725341795,109.75,111.4800033569336
2025-04-28,111.12999725341795,110.26000213623048,108.86000061035156,111.2699966430664
2025-04-29,112.12999725341795,110.9499969482422,110.31999969482422,112.37999725341795
2025-04-30,112.75,112.80999755859376,110.6999969482422,113.2699966430664
2025-05-01,112.55999755859376,112.9000015258789,111.54000091552734,113.45999908447266
2025-05-02,110.02999877929688,110.36000061035156,109.25,111.88999938964844
2025-05-05,109.5199966430664,110.33999633789062,108.9000015258789,110.66999816894533
2025-05-06,110.47000122070312,109.83999633789062,109.02999877929688,111.33999633789062
2025-05-07,111.04000091552734,110.20999908447266,110.20999908447266,111.76000213623048
2025-05-08,107.75,110.6500015258789,107.5,110.9499969482422
2025-05-09,107.68000030517578,108.1999969482422,107.04000091552734,108.1999969482422
2025-05-12,103.54000091552734,105.62999725341795,102.9499969482422,106.5999984741211
2025-05-13,100.58000183105467,103.25,100.0999984741211,103.30999755859376
2025-05-14,99.2699966430664,99.2699966430664,97.77999877929688,99.5999984741211
2025-05-15,102.01000213623048,100.13999938964844,99.87000274658205,102.08999633789062
2025-05-16,104.29000091552734,102.02999877929688,101.6999969482422,104.43000030517578
2025-05-19,105.37999725341795,104.3499984741211,103.9000015258789,105.41000366210938
2025-05-20,105.70999908447266,105.0500030517578,105.01000213623048,106.08000183105467
2025-05-21,105.22000122070312,105.62000274658205,104.75,105.91000366210938
2025-05-22,103.41999816894533,104.9800033569336,102.9499969482422,104.9800033569336
2025-05-23,104.0999984741211,104.37999725341795,102.4499969482422,104.68000030517578
2025-05-27,103.97000122070312,104.2699966430664,103.47000122070312,104.4800033569336
2025-05-28,102.11000061035156,103.62999725341795,101.93000030517578,104.1500015258789
2025-05-29,103.37999725341795,101.69000244140624,101.4800033569336,103.7300033569336
2025-05-30,104.48999786376952,103.4800033569336,102.9499969482422,105.0999984741211
2025-06-02,103.86000061035156,103.63999938964844,103.16000366210938,104.80999755859376
2025-06-03,103.23999786376952,103.86000061035156,102.18000030517578,103.88999938964844
2025-06-04,102.20999908447266,103.2300033569336,101.88999938964844,103.8000030517578
2025-06-05,102.2699966430664,102.5,101.2699966430664,102.5
2025-06-06,101.61000061035156,102.11000061035156,101.08000183105467,102.5500030517578
2025-06-09,101.11000061035156,101.36000061035156,100.58000183105467,101.9800033569336
2025-06-10,102.4000015258789,101.4000015258789,100.91000366210938,102.7300033569336
2025-06-11,102.5500030517578,102.19000244140624,101.8000030517578,102.6999969482422
2025-06-12,103.76000213623048,103.13999938964844,102.66999816894533,103.7699966430664
2025-06-13,103.95999908447266,103.94000244140624,103.6999969482422,105.27999877929688
2025-06-16,101.62999725341795,104.0,100.93000030517578,104.5199966430664
2025-06-17,101.3499984741211,101.61000061035156,100.5,101.76000213623048
2025-06-18,100.7300033569336,101.5,100.58000183105467,101.88999938964844
2025-06-20,100.97000122070312,100.66999816894533,100.51000213623048,101.81999969482422
2025-06-23,101.1500015258789,101.80999755859376,100.63999938964844,102.47000122070312
","date,5-day,high
2024-12-23,89.6173324584961,89.88999938964844
2024-12-24,89.57866668701172,89.7300033569336
2024-12-26,89.62733205159505,90.12999725341795
2024-12-27,89.61799825032553,89.95999908447266
2024-12-30,89.44266662597656,89.4800033569336
2024-12-31,89.34866790771484,89.63999938964844
2025-01-02,89.217333984375,90.08999633789062
2025-01-03,89.19266662597656,89.8499984741211
2025-01-06,88.90133412679036,88.83000183105469
2025-01-07,88.56600036621094,89.16999816894531
2025-01-08,88.64466756184896,89.04000091552734
2025-01-10,88.45133463541667,89.11000061035156
2025-01-13,88.42333475748698,88.4800033569336
2025-01-14,88.74666849772136,89.58000183105469
2025-01-15,89.29000244140624,90.5500030517578
2025-01-16,90.34800211588542,92.2300033569336
2025-01-17,91.66866861979166,93.83000183105467
2025-01-21,92.4760009765625,94.95999908447266
2025-01-22,92.15399932861328,92.87000274658205
2025-01-23,91.73533325195312,91.44000244140624
2025-01-24,91.22799936930339,91.05999755859376
2025-01-27,92.2586659749349,96.06999969482422
2025-01-28,92.7066660563151,94.81999969482422
2025-01-29,92.86933288574218,93.8499984741211
2025-01-30,93.34199981689453,94.02999877929688
2025-01-31,93.56799926757813,94.23999786376952
2025-02-03,94.21133371988932,96.05999755859376
2025-02-04,94.5693349202474,95.4000015258789
2025-02-05,95.25266876220704,96.44000244140624
2025-02-06,95.43800099690755,96.33999633789062
2025-02-07,95.73933461507161,96.20999908447266
2025-02-10,96.0913330078125,96.83000183105467
2025-02-11,96.2413319905599,96.7300033569336
2025-02-12,95.71799875895182,95.61000061035156
2025-02-13,95.66600036621094,95.9800033569336
2025-02-14,95.35133310953776,96.38999938964844
2025-02-18,95.39400075276693,96.06999969482422
2025-02-19,95.33266805013021,95.94000244140624
2025-02-20,95.50800170898438,96.0
2025-02-21,96.43733520507814,99.33999633789062
2025-02-24,97.66666819254559,100.75
2025-02-25,99.0086680094401,101.9499969482422
2025-02-26,99.66666717529297,100.43000030517578
2025-02-27,99.99799957275391,100.81999969482422
2025-02-28,100.58533172607422,101.63999938964844
2025-03-03,101.78866424560547,104.30999755859376
2025-03-04,102.07933197021484,105.86000061035156
2025-03-05,101.64133148193359,101.66000366210938
2025-03-06,101.4240000406901,101.5999984741211
2025-03-07,102.05066680908203,104.08000183105467
2025-03-10,103.54266815185547,107.97000122070312
2025-03-11,103.89533335367838,106.66000366210938
2025-03-12,103.76333312988281,103.38999938964844
2025-03-13,104.11199951171875,105.3499984741211
2025-03-14,104.83000081380209,106.70999908447266
2025-03-17,105.76666819254557,108.43000030517578
2025-03-18,106.70266723632812,108.01000213623048
2025-03-19,107.26266632080078,107.95999908447266
2025-03-20,107.82933400472005,108.62000274658205
2025-03-21,107.9086680094401,109.36000061035156
2025-03-24,107.57200164794922,108.3000030517578
2025-03-25,106.86133575439453,106.7699966430664
2025-03-26,106.93800150553385,107.77999877929688
2025-03-27,107.16000061035156,108.38999938964844
2025-03-28,107.71466573079427,109.44000244140624
2025-03-31,108.81133117675782,111.11000061035156
2025-04-01,109.4806640625,110.68000030517578
2025-04-02,109.6893320719401,110.83999633789062
2025-04-03,110.80333302815755,113.4499969482422
2025-04-04,110.46200002034506,114.87000274658205
2025-04-07,108.77733408610025,109.31999969482422
2025-04-08,107.65533498128255,108.2699966430664
2025-04-09,106.70733337402343,108.70999908447266
2025-04-10,106.856667582194,109.48999786376952
2025-04-11,107.81399943033854,110.63999938964844
2025-04-14,109.53999938964844,112.4499969482422
2025-04-15,110.66266530354818,112.87999725341795
2025-04-16,111.27799987792969,112.9800033569336
2025-04-17,111.73533274332682,113.41000366210938
2025-04-21,111.55933278401693,112.1500015258789
2025-04-22,112.08866729736329,113.55999755859376
2025-04-23,112.28799947102864,113.0999984741211
2025-04-24,112.02999979654948,112.5
2025-04-25,111.50199890136719,111.4800033569336
2025-04-28,111.31066487630208,111.2699966430664
2025-04-29,111.44133097330729,112.37999725341795
2025-04-30,111.8566650390625,113.2699966430664
2025-05-01,112.19333140055339,113.45999908447266
2025-05-02,111.60199839274088,111.88999938964844
2025-05-05,110.86866455078125,110.66999816894533
2025-05-06,110.55933227539063,111.33999633789062
2025-05-07,110.55066630045573,111.76000213623048
2025-05-08,109.55933329264323,110.9499969482422
2025-05-09,108.8653335571289,108.1999969482422
2025-05-12,106.94800059000652,106.5999984741211
2025-05-13,104.44266764322917,103.30999755859376
2025-05-14,102.15999959309896,99.5999984741211
2025-05-15,101.57533365885416,102.08999633789062
2025-05-16,102.13333384195964,104.43000030517578
2025-05-19,103.28066609700521,105.41000366210938
2025-05-20,104.4153325398763,106.08000183105467
2025-05-21,105.04466654459635,105.91000366210938
2025-05-22,104.67733256022136,104.9800033569336
2025-05-23,104.44266560872396,104.68000030517578
2025-05-27,104.17733306884766,104.4800033569336
2025-05-28,103.38600006103516,104.1500015258789
2025-05-29,103.25799916585287,103.7300033569336
2025-05-30,103.62266540527344,105.0999984741211
2025-06-02,103.70599924723307,104.80999755859376
2025-06-03,103.59866536458334,103.88999938964844
2025-06-04,103.19666544596355,103.8000030517578
2025-06-05,102.80799814860026,102.5
2025-06-06,102.27333221435546,102.5500030517578
2025-06-09,101.76399943033854,101.9800033569336
2025-06-10,101.86800028483073,102.7300033569336
2025-06-11,102.0780014038086,102.6999969482422
2025-06-12,102.66866861979166,103.7699966430664
2025-06-13,103.22666778564454,105.27999877929688
2025-06-16,102.85133310953776,104.5199966430664
2025-06-17,102.3479990641276,101.76000213623048
2025-06-18,101.70800018310547,101.88999938964844
2025-06-20,101.26933390299479,101.81999969482422
2025-06-23,101.07666778564453,102.47000122070312
"
3298,US,technical,"For Honeywell from January 28, 2022 to June 04, 2022, what percentage of days had the low less than the 5-day Weighted Moving Average line? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.7727,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2022-01-24,192.6955718994141,192.4599456787109,187.54005432128903,193.006591796875
2022-01-25,190.66917419433597,189.17059326171875,186.5315704345703,192.07351684570312
2022-01-26,189.11404418945312,191.4703063964844,187.2949981689453,194.0527801513672
2022-01-27,189.11404418945312,191.39491271972656,187.803955078125,193.05372619628903
2022-01-28,190.3769989013672,188.8595733642578,184.77850341796875,190.4335479736328
2022-01-31,192.72384643554688,189.0292205810547,187.85108947753903,193.19509887695312
2022-02-01,193.53440856933597,192.20545959472656,189.9246063232422,193.9868011474609
2022-02-02,195.61734008789065,193.60980224609372,192.8746490478516,195.8906707763672
2022-02-03,180.71630859375,188.6522216796875,180.5655059814453,189.4439239501953
2022-02-04,180.49009704589844,180.83883666992188,177.2196044921875,181.7059326171875
2022-02-07,181.41375732421875,181.1027374267578,179.8397674560547,183.40245056152344
2022-02-08,183.37417602539065,181.41375732421875,180.06597900390625,183.84542846679688
2022-02-09,185.31573486328125,184.844482421875,183.4967041015625,185.6927490234375
2022-02-10,180.7257232666016,182.95004272460935,180.03770446777344,185.64561462402344
2022-02-11,176.23939514160156,180.78228759765625,175.82469177246094,181.80018615722656
2022-02-14,175.95664978027344,176.6069793701172,173.9302520751953,177.58718872070312
2022-02-15,178.63336181640625,177.36097717285156,175.80584716796875,179.01036071777344
2022-02-16,178.1903839111328,178.64279174804688,176.06031799316406,178.88784790039062
2022-02-17,173.97738647460938,176.7012176513672,173.7040557861328,177.07823181152344
2022-02-18,171.6588134765625,173.35533142089844,170.9613494873047,174.4203643798828
2022-02-22,172.0640869140625,172.59188842773438,170.5372314453125,174.62771606445312
2022-02-23,168.6710662841797,173.01602172851562,168.520263671875,173.30819702148438
2022-02-24,171.8567352294922,164.89161682128906,164.39208984375,172.18661499023438
2022-02-25,177.71913146972656,171.6305389404297,171.60226440429688,178.6239471435547
2022-02-28,178.84071350097656,175.3534393310547,175.3534393310547,179.01979064941406
2022-03-01,173.04429626464844,175.9189453125,172.41281127929688,178.93496704101562
2022-03-02,175.7210235595703,174.68426513671875,173.5720977783203,177.4269561767578
2022-03-03,176.73892211914062,178.57681274414062,176.36192321777344,180.81997680664065
2022-03-04,176.6540985107422,174.9764404296875,173.91140747070312,176.8802947998047
2022-03-07,171.6870880126953,176.28652954101562,171.5551300048828,176.5315704345703
2022-03-08,172.7050018310547,171.71536254882812,171.64938354492188,176.26766967773438
2022-03-09,174.74081420898438,175.64561462402344,174.2601318359375,176.46559143066406
2022-03-10,173.76060485839844,172.0452423095703,171.74363708496094,174.4674835205078
2022-03-11,171.76248168945312,175.6644744873047,171.56455993652344,176.18284606933594
2022-03-14,172.66729736328125,172.92176818847656,172.2148895263672,174.56173706054688
2022-03-15,176.993408203125,174.486328125,174.16587829589844,177.3515625
2022-03-16,180.047119140625,178.6993408203125,175.79641723632812,180.2544708251953
2022-03-17,180.8953857421875,178.7464599609375,178.3223419189453,181.53628540039065
2022-03-18,183.5249786376953,180.7445831298828,178.88784790039062,183.7134704589844
2022-03-21,181.92271423339844,182.4410858154297,180.5089569091797,183.23280334472656
2022-03-22,183.8171539306641,182.0358123779297,182.0358123779297,184.65599060058597
2022-03-23,181.2818145751953,183.26107788085935,180.9707794189453,183.7511749267578
2022-03-24,183.4967041015625,182.07351684570312,181.00848388671875,183.5249786376953
2022-03-25,186.41847229003903,184.11875915527344,184.09048461914065,186.9557037353516
2022-03-28,185.77757263183597,185.7587127685547,183.08200073242188,185.9943389892578
2022-03-29,186.18284606933597,187.63430786132807,183.62864685058597,187.92648315429688
2022-03-30,185.24034118652344,185.7869873046875,184.439208984375,186.7860565185547
2022-03-31,183.3930206298828,185.3628692626953,183.36474609375,186.8143310546875
2022-04-01,184.75965881347656,184.6371307373047,182.3751220703125,184.83506774902344
2022-04-04,184.79736328125,184.0998992919922,182.31857299804688,185.32516479492188
2022-04-05,182.4976501464844,183.44956970214844,181.9886932373047,185.1743621826172
2022-04-06,182.48822021484372,180.88595581054688,180.14137268066406,183.8548583984375
2022-04-07,181.62110900878903,181.4326171875,177.6060333251953,182.4693756103516
2022-04-08,179.22714233398438,181.90386962890625,178.8972625732422,182.2714385986328
2022-04-11,178.3883056640625,179.33082580566406,177.87936401367188,180.2544708251953
2022-04-12,180.00942993164062,179.9246063232422,179.0763397216797,181.80018615722656
2022-04-13,183.6475067138672,180.80113220214844,180.3204498291016,183.79830932617188
2022-04-14,183.96795654296875,183.94911193847656,183.7040557861328,185.39114379882807
2022-04-18,181.0273284912109,183.1197052001953,180.1508026123047,184.6182861328125
2022-04-19,185.8623962402344,181.96983337402344,181.4985809326172,186.01319885253903
2022-04-20,185.0518341064453,186.7860565185547,184.7408142089844,188.03016662597656
2022-04-21,184.67483520507807,186.5787048339844,184.2224273681641,189.0574951171875
2022-04-22,179.6701202392578,183.4118804931641,179.40621948242188,183.43072509765625
2022-04-25,180.7917022705078,179.3873748779297,176.55984497070312,180.8671112060547
2022-04-26,176.8802947998047,178.61451721191406,176.7860565185547,179.88690185546875
2022-04-27,175.6361846923828,175.7210235595703,175.08010864257812,177.92648315429688
2022-04-28,179.00094604492188,176.98397827148438,174.5994415283203,179.70782470703125
2022-04-29,182.3845367431641,188.6804962158203,181.7813415527344,190.3769989013672
2022-05-02,185.5513610839844,183.3081970214844,180.8953857421875,189.36851501464844
2022-05-03,185.7115936279297,185.03298950195312,184.0245056152344,186.9462738037109
2022-05-04,194.01507568359372,186.1357269287109,186.00376892089844,194.5334625244141
2022-05-05,186.49388122558597,191.9886932373047,185.1743621826172,192.9029235839844
2022-05-06,184.19415283203125,185.9377899169922,182.0546722412109,186.0697479248047
2022-05-09,182.8086700439453,183.89254760742188,181.3006591796875,184.5428771972656
2022-05-10,183.5720977783203,184.9952850341797,181.1687164306641,185.9001007080078
2022-05-11,180.98020935058597,183.62864685058597,180.41470336914065,185.5419464111328
2022-05-12,181.82846069335935,180.0,177.84165954589844,183.55325317382807
2022-05-13,182.4033966064453,182.2902984619141,179.952880859375,183.74176025390625
2022-05-16,182.8086700439453,182.4693756103516,181.2723846435547,184.0622100830078
2022-05-17,187.61546325683597,184.7031097412109,184.5428771972656,188.5485382080078
2022-05-18,182.72384643554688,186.39019775390625,182.13949584960935,187.2667236328125
2022-05-19,181.5739898681641,180.98963928222656,177.30442810058594,183.9868011474609
2022-05-20,178.84071350097656,182.4033966064453,175.09896850585938,183.04429626464844
2022-05-23,178.6804962158203,180.87652587890625,177.66258239746094,181.13101196289065
2022-05-24,179.0386505126953,178.42601013183594,174.2601318359375,179.7926483154297
2022-05-25,179.4910430908203,178.24693298339844,175.966064453125,180.1790771484375
2022-05-26,181.99810791015625,180.28274536132807,180.1979217529297,183.0160217285156
2022-05-27,185.06126403808597,183.77944946289065,182.8840789794922,185.09896850585935
2022-05-31,182.48822021484372,182.43167114257807,180.5560760498047,184.15646362304688
2022-06-01,180.87652587890625,183.317626953125,179.4439239501953,183.5249786376953
2022-06-02,185.7115936279297,182.6484375,181.01791381835935,185.8623962402344
2022-06-03,183.6192321777344,184.11875915527344,182.47879028320312,184.89161682128903
","date,5-day,low
2022-01-28,189.98114827473958,184.77850341796875
2022-01-31,190.75777486165364,187.85108947753903
2022-02-01,191.80270385742188,189.9246063232422
2022-02-02,193.350927734375,192.8746490478516
2022-02-03,189.49858805338542,180.5655059814453
2022-02-04,186.1306935628255,177.2196044921875
2022-02-07,183.7298126220703,179.8397674560547
2022-02-08,182.73641052246094,180.06597900390625
2022-02-09,183.06754353841146,183.4967041015625
2022-02-10,182.5554463704427,180.03770446777344
2022-02-11,180.54727884928386,175.82469177246094
2022-02-14,178.72824300130208,173.9302520751953
2022-02-15,178.16525166829427,175.80584716796875
2022-02-16,177.7706553141276,176.06031799316406
2022-02-17,176.44674987792968,173.7040557861328
2022-02-18,174.79987589518228,170.9613494873047
2022-02-22,173.59346516927084,170.5372314453125
2022-02-23,171.5155517578125,168.520263671875
2022-02-24,171.16368103027344,164.39208984375
2022-02-25,173.1881856282552,171.60226440429688
2022-02-28,175.33710123697918,175.3534393310547
2022-03-01,175.07508443196613,172.41281127929688
2022-03-02,175.63996276855468,173.5720977783203
2022-03-03,176.0741434733073,176.36192321777344
2022-03-04,176.15457051595052,173.91140747070312
2022-03-07,174.65032958984375,171.5551300048828
2022-03-08,173.9623016357422,171.64938354492188
2022-03-09,173.97549743652343,174.2601318359375
2022-03-10,173.72730407714843,171.74363708496094
2022-03-11,173.01162414550782,171.56455993652344
2022-03-14,172.9236572265625,172.2148895263672
2022-03-15,174.2123799641927,174.16587829589844
2022-03-16,176.23311258951824,175.79641723632812
2022-03-17,178.18284708658854,178.3223419189453
2022-03-18,180.53346048990886,178.88784790039062
2022-03-21,181.5658192952474,180.5089569091797
2022-03-22,182.61263020833334,182.0358123779297
2022-03-23,182.35941162109376,180.9707794189453
2022-03-24,182.76217651367188,181.00848388671875
2022-03-25,183.96544291178387,184.09048461914065
2022-03-28,184.76217651367188,183.08200073242188
2022-03-29,185.4370107014974,183.62864685058597
2022-03-30,185.63996378580728,184.439208984375
2022-03-31,184.96324157714844,183.36474609375
2022-04-01,184.7489776611328,182.3751220703125
2022-04-04,184.65786946614583,182.31857299804688
2022-04-05,183.86553751627605,181.9886932373047
2022-04-06,183.31574198404948,180.14137268066406
2022-04-07,182.66038411458334,177.6060333251953
2022-04-08,181.32516479492188,178.8972625732422
2022-04-11,180.07916768391928,177.87936401367188
2022-04-12,179.80081583658855,179.0763397216797
2022-04-13,180.90103759765626,180.3204498291016
2022-04-14,182.03079020182292,183.7040557861328
2022-04-18,182.023876953125,180.1508026123047
2022-04-19,183.5086405436198,181.4985809326172
2022-04-20,184.22494405110677,184.7408142089844
2022-04-21,184.47942097981772,184.2224273681641
2022-04-22,182.9971710205078,179.40621948242188
2022-04-25,182.17530415852863,176.55984497070312
2022-04-26,180.06534322102866,176.7860565185547
2022-04-27,178.13948567708334,175.08010864257812
2022-04-28,177.96292521158855,174.5994415283203
2022-04-29,179.29248758951823,181.7813415527344
2022-05-02,181.49669698079427,180.8953857421875
2022-05-03,183.43700663248697,184.0245056152344
2022-05-04,187.55639038085937,186.00376892089844
2022-05-05,187.94344991048177,185.1743621826172
2022-05-06,187.064404296875,182.0546722412109
2022-05-09,185.60289001464844,181.3006591796875
2022-05-10,184.57869771321614,181.1687164306641
2022-05-11,182.8331756591797,180.41470336914065
2022-05-12,182.23939514160156,177.84165954589844
2022-05-13,182.14828796386718,179.952880859375
2022-05-16,182.31165568033853,181.2723846435547
2022-05-17,184.07728780110676,184.5428771972656
2022-05-18,183.9428232828776,182.13949584960935
2022-05-19,183.30883076985677,177.30442810058594
2022-05-20,181.78071085611978,175.09896850585938
2022-05-23,180.43669738769532,177.66258239746094
2022-05-24,179.4872802734375,174.2601318359375
2022-05-25,179.26044820149738,175.966064453125
2022-05-26,180.08482462565104,180.1979217529297
2022-05-27,181.9019785563151,182.8840789794922
2022-05-31,182.44674784342448,180.5560760498047
2022-06-01,182.2004374186198,179.4439239501953
2022-06-02,183.44329121907552,181.01791381835935
2022-06-03,183.57398783365886,182.47879028320312
"
3299,US,technical,"Calculate the percentage of days where Hasbro's low was less than its 5-day Weighted Moving Average line from April 15, 2021 to March 31, 2022. (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",15.5738,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2021-04-09,95.23999786376952,96.33000183105467,94.7300033569336,96.83000183105467
2021-04-12,97.11000061035156,94.79000091552734,94.36000061035156,97.2699966430664
2021-04-13,98.83999633789062,96.62999725341795,95.66999816894533,100.47000122070312
2021-04-14,99.98999786376952,98.26000213623048,97.38999938964844,100.29000091552734
2021-04-15,99.01000213623048,100.31999969482422,98.83999633789062,100.36000061035156
2021-04-16,98.0,99.5,97.97000122070312,99.6500015258789
2021-04-19,98.01000213623048,98.0,96.87999725341795,98.66999816894533
2021-04-20,96.7300033569336,98.16999816894533,96.1500015258789,98.26000213623048
2021-04-21,97.69000244140624,96.75,96.56999969482422,98.4499969482422
2021-04-22,98.4800033569336,97.66000366210938,97.1500015258789,98.95999908447266
2021-04-23,97.1500015258789,99.37000274658205,96.7699966430664,100.51000213623048
2021-04-26,97.0199966430664,97.20999908447266,95.58999633789062,97.58999633789062
2021-04-27,98.3499984741211,96.75,95.7300033569336,99.8499984741211
2021-04-28,98.0,98.61000061035156,96.7699966430664,98.61000061035156
2021-04-29,99.08999633789062,98.80999755859376,98.0199966430664,99.51000213623048
2021-04-30,99.4499969482422,98.23999786376952,98.12999725341795,99.47000122070312
2021-05-03,99.36000061035156,99.70999908447266,98.45999908447266,100.4800033569336
2021-05-04,98.1999969482422,99.44000244140624,97.81999969482422,99.54000091552734
2021-05-05,99.37999725341795,98.11000061035156,98.04000091552734,99.75
2021-05-06,99.43000030517578,99.79000091552734,98.6999969482422,100.12000274658205
2021-05-07,99.1500015258789,99.75,99.11000061035156,100.41999816894533
2021-05-10,99.38999938964844,99.76000213623048,99.05999755859376,101.0999984741211
2021-05-11,98.20999908447266,99.23999786376952,97.83000183105467,100.02999877929688
2021-05-12,94.76000213623048,98.16999816894533,94.58000183105467,98.70999908447266
2021-05-13,96.30999755859376,94.9499969482422,94.9499969482422,97.0999984741211
2021-05-14,96.3000030517578,96.05999755859376,95.41999816894533,97.05999755859376
2021-05-17,96.08000183105467,96.36000061035156,94.87000274658205,96.43000030517578
2021-05-18,94.9800033569336,96.0199966430664,94.91999816894533,96.4800033569336
2021-05-19,93.83999633789062,94.37000274658205,92.75,94.66999816894533
2021-05-20,94.8000030517578,93.54000091552734,93.1999969482422,95.0
2021-05-21,94.05999755859376,94.66000366210938,93.94000244140624,95.18000030517578
2021-05-24,94.12000274658205,94.4499969482422,93.66999816894533,94.4499969482422
2021-05-25,94.04000091552734,94.43000030517578,93.88999938964844,94.87999725341795
2021-05-26,94.83000183105467,94.3000030517578,94.04000091552734,95.0
2021-05-27,95.91999816894533,94.9800033569336,94.76000213623048,96.18000030517578
2021-05-28,95.97000122070312,96.43000030517578,95.1999969482422,96.43000030517578
2021-06-01,96.29000091552734,96.5,95.5999984741211,96.76000213623048
2021-06-02,95.45999908447266,96.4000015258789,94.9499969482422,96.66000366210938
2021-06-03,95.56999969482422,95.48999786376952,94.1500015258789,95.75
2021-06-04,95.23999786376952,95.63999938964844,94.13999938964844,95.83000183105467
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2022-03-31,81.91999816894531,84.72000122070312,81.16000366210938,84.93000030517578
","date,5-day,low
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2021-08-23,96.18733164469401,96.06999969482422
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2021-09-01,98.48733215332031,98.05999755859376
2021-09-02,98.67599995930989,98.44000244140624
2021-09-03,98.93733367919921,98.41000366210938
2021-09-07,99.42133331298828,99.48999786376952
2021-09-08,99.08000030517579,97.88999938964844
2021-09-09,98.72866719563802,97.6999969482422
2021-09-10,98.42466583251954,97.76000213623048
2021-09-13,98.0286651611328,97.13999938964844
2021-09-14,97.7259999593099,96.6999969482422
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2021-09-16,98.24533233642578,97.7699966430664
2021-09-17,98.06199900309245,96.52999877929688
2021-09-20,97.26799875895182,94.8499984741211
2021-09-21,95.6913324991862,92.83000183105467
2021-09-22,94.90599873860677,91.43000030517578
2021-09-23,94.51999969482422,94.58000183105467
2021-09-24,94.33333333333333,93.93000030517578
2021-09-27,94.23333333333333,93.9800033569336
2021-09-28,93.71866556803386,91.7300033569336
2021-09-29,93.13333180745443,92.12999725341795
2021-09-30,91.67933247884115,88.81999969482422
2021-10-01,90.54399820963542,86.62999725341797
2021-10-04,88.95133260091146,86.05000305175781
2021-10-05,88.01000061035157,86.08000183105469
2021-10-06,87.69200185139974,86.30000305175781
2021-10-07,88.12933400472005,88.5199966430664
2021-10-08,88.79066721598308,89.70999908447266
2021-10-11,88.90466715494792,87.80999755859375
2021-10-12,88.72933451334636,87.0
2021-10-13,88.5586675008138,86.9000015258789
2021-10-14,89.39866689046224,88.94999694824219
2021-10-15,90.4760004679362,91.6500015258789
2021-10-18,91.43866780598958,91.6999969482422
2021-10-19,92.35266774495443,92.08000183105467
2021-10-20,92.160666402181,90.81999969482422
2021-10-21,92.26399943033854,90.73999786376952
2021-10-22,91.30666605631511,88.76000213623047
2021-10-25,90.21399943033855,88.0199966430664
2021-10-26,90.34933319091797,90.66999816894533
2021-10-27,91.69333292643229,90.62000274658205
2021-10-28,93.46199849446614,94.0199966430664
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2021-11-01,95.20799865722657,94.58000183105467
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2021-11-04,94.28733317057292,93.41999816894533
2021-11-05,94.78533325195312,95.0199966430664
2021-11-08,95.66733245849609,95.0
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2021-11-15,98.38999837239584,98.33000183105467
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2021-11-29,99.22266540527343,97.87999725341795
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2021-12-01,97.68333485921224,96.58999633789062
2021-12-02,97.84866739908854,96.26000213623048
2021-12-03,97.96400146484375,97.41000366210938
2021-12-06,98.18800201416016,98.33000183105467
2021-12-07,98.94266815185547,99.0199966430664
2021-12-08,99.75733439127605,99.94000244140624
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2021-12-15,100.8260014851888,99.51000213623048
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2021-12-17,100.31933288574218,98.69000244140624
2021-12-20,98.81133321126302,95.0999984741211
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2021-12-22,97.06866658528646,95.94000244140624
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2021-12-30,99.72733357747396,99.76000213623048
2021-12-31,100.55333302815755,100.83999633789062
2022-01-03,101.25199890136719,100.9000015258789
2022-01-04,102.34466501871745,102.33000183105467
2022-01-05,102.89133199055989,103.1500015258789
2022-01-06,103.12733306884766,102.3000030517578
2022-01-07,103.0979995727539,102.0500030517578
2022-01-10,102.54200032552083,100.33000183105467
2022-01-11,101.98733367919922,100.43000030517578
2022-01-12,102.09733327229817,101.05999755859376
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2022-01-14,101.3806666056315,98.94000244140624
2022-01-18,100.9239990234375,98.62999725341795
2022-01-19,100.21866505940756,98.77999877929688
2022-01-20,99.32799936930338,97.79000091552734
2022-01-21,97.9979990641276,95.7300033569336
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2022-01-31,90.85666859944662,88.5
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2022-02-04,94.18999888102213,92.55999755859376
2022-02-07,93.84066569010416,90.01000213623047
2022-02-08,93.21999969482422,89.95999908447266
2022-02-09,94.06200103759765,93.0
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2022-02-23,95.11200052897135,91.87000274658205
2022-02-24,94.14200032552084,89.66000366210938
2022-02-25,94.60599975585937,93.0
2022-02-28,95.34133402506511,95.5500030517578
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2022-03-02,96.0586659749349,94.83000183105467
2022-03-03,95.55333353678385,93.75
2022-03-04,94.40066579182943,91.30999755859376
2022-03-07,92.42533162434896,88.9800033569336
2022-03-08,90.63133087158204,87.38999938964844
2022-03-09,89.89933166503906,89.70999908447266
2022-03-10,89.30999806722005,88.12999725341797
2022-03-11,88.22733256022136,86.37999725341797
2022-03-14,87.66666514078776,86.30999755859375
2022-03-15,87.65199788411458,86.72000122070312
2022-03-16,88.28533070882162,87.83000183105469
2022-03-17,88.8239974975586,88.95999908447266
2022-03-18,89.20399881998698,88.36000061035156
2022-03-21,89.41666666666667,88.31999969482422
2022-03-22,89.38199971516927,88.97000122070312
2022-03-23,87.92066752115885,85.05000305175781
2022-03-24,86.90800069173177,84.38999938964844
2022-03-25,85.96666615804037,84.55000305175781
2022-03-28,84.97200012207031,83.19000244140625
2022-03-29,85.21866760253906,85.16000366210938
2022-03-30,85.00066731770833,83.97000122070312
2022-03-31,83.96399993896485,81.16000366210938
"
3300,US,technical,"What is the percentage of days where the high price is less than the 10-day Exponential Moving Average line for AES Corporation from July 28, 2022 to June 23, 2023? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",66.4093,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high
2022-05-31,22.040000915527344,22.3700008392334
2022-06-01,21.8799991607666,22.15999984741211
2022-06-02,22.13999938964844,22.149999618530277
2022-06-03,22.270000457763672,22.3799991607666
2022-06-06,22.709999084472656,23.690000534057617
2022-06-07,22.690000534057617,22.71999931335449
2022-06-08,22.21999931335449,22.63999938964844
2022-06-09,21.549999237060547,22.15999984741211
2022-06-10,20.690000534057617,21.1200008392334
2022-06-13,19.36000061035156,20.25
2022-06-14,18.90999984741211,19.46999931335449
2022-06-15,19.549999237060547,19.920000076293945
2022-06-16,18.940000534057617,19.270000457763672
2022-06-17,19.25,19.399999618530277
2022-06-21,19.88999938964844,19.950000762939453
2022-06-22,20.25,20.36000061035156
2022-06-23,20.700000762939453,20.770000457763672
2022-06-24,21.420000076293945,21.479999542236328
2022-06-27,21.450000762939453,21.549999237060547
2022-06-28,21.190000534057617,21.86000061035156
2022-06-29,20.36000061035156,21.100000381469727
2022-06-30,21.01000022888184,21.11000061035156
2022-07-01,21.479999542236328,21.530000686645508
2022-07-05,21.18000030517578,21.21999931335449
2022-07-06,21.040000915527344,21.61000061035156
2022-07-07,21.40999984741211,21.6200008392334
2022-07-08,21.5,21.63999938964844
2022-07-11,21.299999237060547,21.5
2022-07-12,21.06999969482422,21.440000534057617
2022-07-13,20.90999984741211,21.229999542236328
2022-07-14,20.520000457763672,20.57999992370605
2022-07-15,20.350000381469727,20.489999771118164
2022-07-18,20.280000686645508,20.780000686645508
2022-07-19,20.6200008392334,20.709999084472656
2022-07-20,19.979999542236328,20.600000381469727
2022-07-21,19.90999984741211,20.1299991607666
2022-07-22,19.729999542236328,20.270000457763672
2022-07-25,20.0,20.01000022888184
2022-07-26,20.13999938964844,20.290000915527344
2022-07-27,20.350000381469727,20.440000534057617
2022-07-28,22.280000686645508,22.350000381469727
2022-07-29,22.21999931335449,22.350000381469727
2022-08-01,22.36000061035156,22.3799991607666
2022-08-02,22.229999542236328,22.65999984741211
2022-08-03,22.549999237060547,22.57999992370605
2022-08-04,23.0,23.200000762939453
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2022-10-27,24.816278597529294,26.170000076293945
2022-10-28,25.115136867882633,26.479999542236328
2022-10-31,25.30511195506981,26.3799991607666
2022-11-01,25.49327344552764,26.76000022888184
2022-11-02,25.554496441560076,26.739999771118164
2022-11-03,25.67004264019599,26.479999542236328
2022-11-04,25.81367108460993,27.170000076293945
2022-11-07,25.989367375889124,27.020000457763672
2022-11-08,26.080391447748948,26.84000015258789
2022-11-09,26.111229366340048,26.709999084472656
2022-11-10,26.494642083979038,28.239999771118164
2022-11-11,26.782888963929402,28.56999969482422
2022-11-14,26.918727458968693,28.020000457763672
2022-11-15,27.07532259127357,27.979999542236328
2022-11-16,27.23617286276431,28.06999969482422
2022-11-17,27.278686762871615,27.63999938964844
2022-11-18,27.34801641460625,28.059999465942383
2022-11-21,27.479286101918607,28.13999938964844
2022-11-22,27.588506796789048,28.51000022888184
2022-11-23,27.75059638687037,28.5
2022-11-25,27.906851700230582,29.11000061035156
2022-11-28,27.931060648466357,28.489999771118164
2022-11-29,27.990867844905534,28.3700008392334
2022-11-30,28.159800977885244,28.989999771118164
2022-12-01,28.261655220697833,29.61000061035156
2022-12-02,28.335899739897123,28.81999969482422
2022-12-05,28.342099939776446,28.600000381469727
2022-12-06,28.30353616177465,28.520000457763672
2022-12-07,28.244711321858592,28.239999771118164
2022-12-08,28.262036563809374,28.96999931335449
2022-12-09,28.308939089982882,28.75
2022-12-12,28.45458663914082,29.13999938964844
2022-12-13,28.60284369707225,29.88999938964844
2022-12-14,28.71869025598969,29.530000686645508
2022-12-15,28.71711004298659,29.0
2022-12-16,28.648544608368645,28.56999969482422
2022-12-19,28.566991181926973,28.46999931335449
2022-12-20,28.529356532549624,28.559999465942383
2022-12-21,28.56765530319845,28.850000381469727
2022-12-22,28.52080878733371,28.6299991607666
2022-12-23,28.54975269966863,28.709999084472656
2022-12-27,28.598888516969645,28.920000076293945
2022-12-28,28.548181458397746,28.989999771118164
2022-12-29,28.59578473249677,29.06999969482422
2022-12-30,28.62564209547587,28.82999992370605
2023-01-03,28.53188909818054,29.11000061035156
2023-01-04,28.304273023355986,28.530000686645508
2023-01-05,27.86167808078824,27.15999984741211
2023-01-06,27.601373030676882,26.649999618530277
2023-01-09,27.537487025099267,27.309999465942383
2023-01-10,27.481580210033275,27.3700008392334
2023-01-11,27.52674736134292,27.739999771118164
2023-01-12,27.556429756381956,27.899999618530277
2023-01-13,27.6116244571037,27.90999984741211
2023-01-17,27.609510988806612,28.18000030517578
2023-01-18,27.48414536834976,27.90999984741211
2023-01-19,27.330664281313155,26.93000030517578
2023-01-20,27.257816285651813,26.940000534057617
2023-01-23,27.194576933244594,27.26000022888184
2023-01-24,27.157381085585243,27.059999465942383
2023-01-25,27.130584566184623,27.11000061035156
2023-01-26,27.219569343102577,27.6299991607666
2023-01-27,27.17419297405747,27.709999084472656
2023-01-30,27.0425216629451,26.920000076293945
2023-01-31,27.109335878302737,27.420000076293945
2023-02-01,27.053092852622335,27.26000022888184
2023-02-02,26.95616696264803,27.059999465942383
2023-02-03,26.825954746006236,26.43000030517578
2023-02-06,26.71396280754558,26.229999542236328
2023-02-07,26.660515038227103,26.56999969482422
2023-02-08,26.56951227626074,26.38999938964844
2023-02-09,26.38960093943261,26.3700008392334
2023-02-10,26.338764515963327,26.200000762939453
2023-02-13,26.340807400600852,26.38999938964844
2023-02-14,26.33156985786021,26.56999969482422
2023-02-15,26.39673907171428,26.770000457763672
2023-02-16,26.391877574899574,26.57999992370605
2023-02-17,26.362445205324434,26.3799991607666
2023-02-21,26.2183642034153,26.09000015258789
2023-02-22,26.067752419094052,25.690000534057617
2023-02-23,25.944524595558484,25.700000762939453
2023-02-24,25.8309746136068,25.5
2023-02-27,25.65806998581767,26.40999984741211
2023-02-28,25.48023913479187,25.46999931335449
2023-03-01,25.325650048605453,25.170000076293945
2023-03-02,25.20098629243145,24.86000061035156
2023-03-03,25.182625217711134,25.1299991607666
2023-03-06,25.149420632672747,25.309999465942383
2023-03-07,25.033162377438035,25.239999771118164
2023-03-08,24.97622363851375,25.040000915527344
2023-03-09,24.85145587069804,25.06999969482422
2023-03-10,24.562100299458727,24.26000022888184
2023-03-13,24.259900175653556,23.989999771118164
2023-03-14,24.070827291599176,23.739999771118164
2023-03-15,23.88522219077397,23.200000762939453
2023-03-16,23.769727246996883,23.43000030517578
2023-03-17,23.518867636569894,23.11000061035156
2023-03-20,23.360891633289963,22.88999938964844
2023-03-21,23.289820302392606,23.26000022888184
2023-03-22,23.09712561872783,23.01000022888184
2023-03-23,22.89037533977234,22.450000762939453
2023-03-24,22.766670566081487,22.229999542236328
2023-03-27,22.736366896152077,22.6200008392334
2023-03-28,22.771572970520022,23.1200008392334
2023-03-29,22.896741354875044,23.479999542236328
2023-03-30,23.01915196213853,23.959999084472656
2023-03-31,23.21203340969626,24.13999938964844
2023-04-03,23.32257273426498,24.209999084472656
2023-04-04,23.413013999821207,23.940000534057617
2023-04-05,23.53792061466639,24.239999771118164
2023-04-06,23.69466225173255,24.399999618530277
2023-04-10,23.913814500241223,24.979999542236328
2023-04-11,24.17493920591913,25.450000762939453
2023-04-12,24.38131379865063,25.739999771118164
2023-04-13,24.591984183537306,25.61000061035156
2023-04-14,24.640714442958078,25.5
2023-04-17,24.58422089400316,24.600000381469727
2023-04-18,24.554362563510573,24.559999465942383
2023-04-19,24.544478461054105,24.540000915527344
2023-04-20,24.421846166177613,24.32999992370605
2023-04-21,24.345146863236227,24.270000457763672
2023-04-24,24.31148376945002,24.200000762939453
2023-04-25,24.23121414577427,24.07999992370605
2023-04-26,24.01826602216847,23.770000457763672
2023-04-27,23.93676305356042,23.690000534057617
2023-04-28,23.886442470624363,23.809999465942383
2023-05-01,23.75436199367668,23.76000022888184
2023-05-02,23.54447806418451,23.15999984741211
2023-05-03,23.34548219123086,22.93000030517578
2023-05-04,23.18812170959549,22.520000457763672
2023-05-05,23.093917776267933,22.780000686645508
2023-05-08,22.84229619594152,23.06999969482422
2023-05-09,22.738242425363726,22.309999465942383
2023-05-10,22.720380055233672,22.86000061035156
2023-05-11,22.594856533672186,22.559999465942383
2023-05-12,22.506700911250253,22.40999984741211
2023-05-15,22.41275524940805,22.32999992370605
2023-05-16,22.12861800069199,22.030000686645508
2023-05-17,21.914323957464255,21.209999084472656
2023-05-18,21.722628803443765,20.8799991607666
2023-05-19,21.55669619662533,21.13999938964844
2023-05-22,21.48456958767747,21.170000076293945
2023-05-23,21.35282970426008,21.149999618530277
2023-05-24,21.154133436009488,20.700000762939453
2023-05-25,20.935200222724028,20.26000022888184
2023-05-26,20.74152760754391,19.950000762939453
2023-05-30,20.58852251863234,20.34000015258789
2023-05-31,20.434245655447945,19.950000762939453
2023-06-01,20.33347356550588,20.11000061035156
2023-06-02,20.307387559788012,20.350000381469727
2023-06-05,20.266044353227656,20.46999931335449
2023-06-06,20.24130886368928,20.43000030517578
2023-06-07,20.321070943959555,20.700000762939453
2023-06-08,20.337239835496383,20.71999931335449
2023-06-09,20.292287165876658,20.530000686645508
2023-06-12,20.291871483994964,20.40999984741211
2023-06-13,20.38971301848789,20.86000061035156
2023-06-14,20.453401518966118,21.07999992370605
2023-06-15,20.641873928448305,21.549999237060547
2023-06-16,20.768805969200958,21.670000076293945
2023-06-20,20.812659470961115,21.25
2023-06-21,20.843084938465697,21.15999984741211
2023-06-22,20.855251285546863,20.920000076293945
2023-06-23,20.777932925479394,20.84000015258789
"
3301,US,technical,"From December 19, 2021 to August 26, 2022, what proportion of days had Royal Caribbean Group's open price greater than its 5-day Exponential Moving Average line? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",48.1481,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2021-11-19,80.47000122070312,82.0199966430664,82.0
2021-11-22,79.2699966430664,81.81999969482422,81.0
2021-11-23,78.83999633789062,80.47000122070312,79.95999908447266
2021-11-24,78.33999633789062,79.94999694824219,78.18000030517578
2021-11-26,67.9800033569336,71.52999877929688,71.02999877929688
2021-11-29,69.88999938964844,72.5199966430664,72.12999725341797
2021-11-30,69.81999969482422,70.16000366210938,68.77999877929688
2021-12-01,64.2699966430664,72.37999725341797,71.01000213623047
2021-12-02,68.87999725341797,69.30000305175781,66.0
2021-12-03,66.76000213623047,69.11000061035156,68.0
2021-12-06,72.25,74.43000030517578,68.69999694824219
2021-12-07,71.63999938964844,74.44999694824219,72.95999908447266
2021-12-08,75.37000274658203,77.5,73.20999908447266
2021-12-09,74.69999694824219,75.41999816894531,73.23999786376953
2021-12-10,75.5,75.98999786376953,75.69999694824219
2021-12-13,72.1500015258789,74.0999984741211,73.88999938964844
2021-12-14,71.5999984741211,73.30000305175781,71.12000274658203
2021-12-15,70.62999725341797,71.41000366210938,71.2300033569336
2021-12-16,68.80000305175781,72.3499984741211,71.19999694824219
2021-12-17,72.41000366210938,73.23999786376953,68.61000061035156
2021-12-20,72.66000366210938,74.55999755859375,70.1500015258789
2021-12-21,76.56999969482422,77.20999908447266,74.30000305175781
2021-12-22,79.45999908447266,79.95999908447266,76.3499984741211
2021-12-23,79.52999877929688,80.56999969482422,80.4800033569336
2021-12-27,78.45999908447266,78.77999877929688,76.77999877929688
2021-12-28,78.25,80.05000305175781,77.54000091552734
2021-12-29,78.22000122070312,78.77999877929688,77.44000244140625
2021-12-30,77.3499984741211,79.94000244140625,78.08000183105469
2021-12-31,76.9000015258789,78.19000244140625,76.63999938964844
2022-01-03,80.83000183105469,81.75,77.56999969482422
2022-01-04,82.37999725341797,83.52999877929688,82.2300033569336
2022-01-05,80.61000061035156,84.0,84.0
2022-01-06,77.91999816894531,82.87000274658203,81.33999633789062
2022-01-07,81.0199966430664,82.5,78.79000091552734
2022-01-10,79.91999816894531,81.76000213623047,81.66999816894531
2022-01-11,81.7300033569336,82.33000183105469,79.44999694824219
2022-01-12,82.26000213623047,82.66999816894531,82.04000091552734
2022-01-13,83.48999786376953,85.31999969482422,82.47000122070312
2022-01-14,84.1500015258789,84.23999786376953,83.31999969482422
2022-01-18,82.33000183105469,84.33000183105469,83.0
2022-01-19,81.62999725341797,82.80000305175781,82.38999938964844
2022-01-20,81.18000030517578,85.1500015258789,81.58999633789062
2022-01-21,79.08999633789062,80.95999908447266,80.83000183105469
2022-01-24,78.7300033569336,78.9000015258789,77.12000274658203
2022-01-25,80.16999816894531,80.66000366210938,77.55000305175781
2022-01-26,81.11000061035156,83.93000030517578,81.5
2022-01-27,75.97000122070312,82.27999877929688,81.87999725341797
2022-01-28,74.5199966430664,76.44999694824219,75.66999816894531
2022-01-31,77.80999755859375,77.94999694824219,74.25
2022-02-01,81.2300033569336,81.83000183105469,77.94000244140625
2022-02-02,81.23999786376953,81.95999908447266,80.73999786376953
2022-02-03,79.36000061035156,81.2300033569336,80.44999694824219
2022-02-04,75.58000183105469,78.69000244140625,78.13999938964844
2022-02-07,81.95999908447266,82.87999725341797,76.72000122070312
2022-02-08,86.27999877929688,86.56999969482422,83.41999816894531
2022-02-09,88.05000305175781,89.5999984741211,87.0
2022-02-10,87.83000183105469,90.5500030517578,87.36000061035156
2022-02-11,83.95999908447266,89.48999786376953,88.12999725341797
2022-02-14,82.75,86.19000244140625,84.41000366210938
2022-02-15,86.2699966430664,86.9000015258789,85.66000366210938
2022-02-16,87.05999755859375,88.80000305175781,85.83999633789062
2022-02-17,85.13999938964844,86.26000213623047,85.44000244140625
2022-02-18,83.69000244140625,85.33999633789062,84.58999633789062
2022-02-22,83.05000305175781,84.7699966430664,82.29000091552734
2022-02-23,80.05000305175781,84.55000305175781,84.12000274658203
2022-02-24,81.37999725341797,81.58999633789062,75.7300033569336
2022-02-25,83.76000213623047,83.87000274658203,82.01000213623047
2022-02-28,80.72000122070312,82.19999694824219,81.87000274658203
2022-03-01,73.66999816894531,79.47000122070312,79.47000122070312
2022-03-02,75.44999694824219,75.9800033569336,74.7300033569336
2022-03-03,71.8499984741211,77.18000030517578,76.08999633789062
2022-03-04,69.5999984741211,71.0199966430664,70.0
2022-03-07,63.27999877929688,69.4800033569336,68.30999755859375
2022-03-08,64.54000091552734,67.06999969482422,64.77999877929688
2022-03-09,68.05999755859375,70.4800033569336,68.51000213623047
2022-03-10,69.5199966430664,70.97000122070312,67.0
2022-03-11,68.43000030517578,70.44000244140625,70.44000244140625
2022-03-14,68.12000274658203,70.44999694824219,68.12000274658203
2022-03-15,70.69999694824219,71.72000122070312,69.38999938964844
2022-03-16,74.55000305175781,74.72000122070312,72.01000213623047
2022-03-17,74.95999908447266,74.95999908447266,72.44999694824219
2022-03-18,76.18000030517578,76.8499984741211,74.51000213623047
2022-03-21,75.6500015258789,75.83999633789062,75.30000305175781
2022-03-22,76.9000015258789,77.75,75.7300033569336
2022-03-23,75.45999908447266,77.08000183105469,76.0
2022-03-24,76.87000274658203,77.0,75.72000122070312
2022-03-25,76.94000244140625,77.80000305175781,76.87000274658203
2022-03-28,78.54000091552734,78.76000213623047,77.29000091552734
2022-03-29,80.94999694824219,81.19999694824219,80.0
2022-03-30,81.4800033569336,81.69000244140625,80.4000015258789
2022-03-31,83.77999877929688,85.4000015258789,81.45999908447266
2022-04-01,83.66000366210938,84.51000213623047,84.33999633789062
2022-04-04,83.41999816894531,83.7699966430664,83.22000122070312
2022-04-05,83.44000244140625,87.62000274658203,85.91000366210938
2022-04-06,80.30000305175781,82.04000091552734,81.94999694824219
2022-04-07,79.19000244140625,80.30000305175781,80.11000061035156
2022-04-08,77.86000061035156,79.16000366210938,78.98999786376953
2022-04-11,78.75,79.9800033569336,77.0
2022-04-12,78.77999877929688,80.27999877929688,79.38999938964844
2022-04-13,81.97000122070312,82.54000091552734,80.19000244140625
2022-04-14,82.58000183105469,84.88999938964844,82.5
2022-04-18,81.31999969482422,82.93000030517578,81.97000122070312
2022-04-19,84.4800033569336,84.9000015258789,82.02999877929688
2022-04-20,84.3499984741211,85.9800033569336,84.4800033569336
2022-04-21,83.4000015258789,87.68000030517578,87.05000305175781
2022-04-22,81.72000122070312,83.69999694824219,83.0
2022-04-25,82.37999725341797,82.47000122070312,80.06999969482422
2022-04-26,78.66999816894531,82.1500015258789,81.9000015258789
2022-04-27,79.5999984741211,80.43000030517578,78.80000305175781
2022-04-28,80.69000244140625,81.33000183105469,80.94000244140625
2022-04-29,77.7300033569336,81.51000213623047,80.5999984741211
2022-05-02,78.37999725341797,78.80000305175781,77.7699966430664
2022-05-03,77.5999984741211,79.29000091552734,79.0
2022-05-04,77.80999755859375,78.12000274658203,77.72000122070312
2022-05-05,73.58999633789062,78.97000122070312,77.58999633789062
2022-05-06,69.8499984741211,73.19000244140625,72.54000091552734
2022-05-09,61.40999984741211,68.7300033569336,68.7300033569336
2022-05-10,60.91999816894531,66.2699966430664,65.80000305175781
2022-05-11,59.93999862670898,64.54000091552734,61.34000015258789
2022-05-12,57.77999877929688,60.34000015258789,58.650001525878906
2022-05-13,61.630001068115234,62.56999969482422,59.16999816894531
2022-05-16,61.38999938964844,63.040000915527344,61.560001373291016
2022-05-17,63.91999816894531,64.45999908447266,63.09999847412109
2022-05-18,59.59999847412109,63.15999984741211,62.119998931884766
2022-05-19,57.43000030517578,59.790000915527344,58.59999847412109
2022-05-20,55.40999984741211,59.0,58.09999847412109
2022-05-23,55.380001068115234,56.18999862670898,55.40999984741211
2022-05-24,49.72999954223633,54.5099983215332,54.38999938964844
2022-05-25,51.09000015258789,51.720001220703125,49.119998931884766
2022-05-26,55.52999877929688,56.16999816894531,52.0
2022-05-27,58.18999862670898,58.209999084472656,56.25
2022-05-31,58.06999969482422,58.81999969482422,57.77999877929688
2022-06-01,55.56999969482422,59.130001068115234,58.09000015258789
2022-06-02,57.75,57.790000915527344,55.5099983215332
2022-06-03,56.33000183105469,57.25,56.68999862670898
2022-06-06,56.79999923706055,57.470001220703125,57.0099983215332
2022-06-07,56.7400016784668,57.18999862670898,55.7599983215332
2022-06-08,53.83000183105469,56.459999084472656,55.75
2022-06-09,49.369998931884766,53.72999954223633,53.70000076293945
2022-06-10,45.75,49.470001220703125,48.04999923706055
2022-06-13,41.29999923706055,44.220001220703125,44.16999816894531
2022-06-14,39.4900016784668,42.16999816894531,41.88999938964844
2022-06-15,39.68999862670898,40.40999984741211,39.91999816894531
2022-06-16,35.15999984741211,38.52000045776367,38.36000061035156
2022-06-17,37.29999923706055,37.459999084472656,35.5099983215332
2022-06-21,37.02999877929688,38.0,37.81999969482422
2022-06-22,36.68999862670898,37.720001220703125,36.310001373291016
2022-06-23,36.06999969482422,36.959999084472656,36.470001220703125
2022-06-24,41.7599983215332,41.79999923706055,36.560001373291016
2022-06-27,40.33000183105469,41.84000015258789,41.7400016784668
2022-06-28,40.13999938964844,42.810001373291016,40.709999084472656
2022-06-29,36.02000045776367,38.75,38.720001220703125
2022-06-30,34.90999984741211,35.47999954223633,35.18000030517578
2022-07-01,35.290000915527344,35.84000015258789,34.869998931884766
2022-07-05,36.29999923706055,36.47999954223633,33.970001220703125
2022-07-06,33.689998626708984,36.70000076293945,36.0
2022-07-07,35.5,35.83000183105469,34.41999816894531
2022-07-08,34.439998626708984,35.869998931884766,35.220001220703125
2022-07-11,32.59000015258789,34.06999969482422,33.970001220703125
2022-07-12,33.33000183105469,34.029998779296875,32.400001525878906
2022-07-13,32.619998931884766,33.22999954223633,32.2400016784668
2022-07-14,31.280000686645508,32.709999084472656,31.959999084472656
2022-07-15,32.7599983215332,32.779998779296875,31.82999992370605
2022-07-18,34.36000061035156,35.81999969482422,33.939998626708984
2022-07-19,36.36000061035156,36.86000061035156,35.75
2022-07-20,38.959999084472656,39.09000015258789,36.27000045776367
2022-07-21,35.75,36.5,35.97999954223633
2022-07-22,34.869998931884766,36.459999084472656,36.459999084472656
2022-07-25,34.41999816894531,34.97999954223633,34.900001525878906
2022-07-26,33.119998931884766,34.16999816894531,34.06999969482422
2022-07-27,34.90999984741211,34.95000076293945,34.119998931884766
2022-07-28,37.86000061035156,38.290000915527344,36.36000061035156
2022-07-29,38.709999084472656,38.75,37.0
2022-08-01,35.790000915527344,37.29999923706055,36.77000045776367
2022-08-02,36.65999984741211,37.75,35.400001525878906
2022-08-03,38.84000015258789,39.09000015258789,37.04999923706055
2022-08-04,39.45000076293945,39.7599983215332,39.119998931884766
2022-08-05,39.66999816894531,40.959999084472656,38.7599983215332
2022-08-08,40.22999954223633,42.25,40.45000076293945
2022-08-09,37.970001220703125,39.400001525878906,38.91999816894531
2022-08-10,41.68000030517578,42.52999877929688,39.81999969482422
2022-08-11,41.720001220703125,43.93000030517578,43.34999847412109
2022-08-12,42.369998931884766,42.52999877929688,42.02000045776367
2022-08-15,42.38999938964844,43.02999877929688,41.900001525878906
2022-08-16,44.08000183105469,44.40999984741211,42.29999923706055
2022-08-17,41.86000061035156,43.11000061035156,42.7599983215332
2022-08-18,41.810001373291016,41.869998931884766,41.68000030517578
2022-08-19,39.650001525878906,41.06999969482422,40.72999954223633
2022-08-22,37.77999877929688,38.43999862670898,38.33000183105469
2022-08-23,38.959999084472656,39.59999847412109,38.25
2022-08-24,41.93999862670898,41.9900016784668,39.0099983215332
2022-08-25,44.119998931884766,44.63999938964844,42.47999954223633
2022-08-26,42.29999923706055,44.93000030517578,43.9900016784668
","date,5-day,open
2021-11-26,75.47333300555195,71.02999877929688
2021-11-29,73.61222180025078,72.12999725341797
2021-11-30,72.34814776510859,68.77999877929688
2021-12-01,69.65543072442787,71.01000213623047
2021-12-02,69.39695290075791,66.0
2021-12-03,68.5179693125821,68.0
2021-12-06,69.7619795417214,68.69999694824219
2021-12-07,70.38798615769709,72.95999908447266
2021-12-08,72.04865835399207,73.20999908447266
2021-12-09,72.93243788540877,73.23999786376953
2021-12-10,73.78829192360585,75.69999694824219
2021-12-13,73.24219512436355,73.88999938964844
2021-12-14,72.6947962409494,71.12000274658203
2021-12-15,72.00652991177226,71.2300033569336
2021-12-16,70.93768762510078,71.19999694824219
2021-12-17,71.42845963743699,68.61000061035156
2021-12-20,71.83897431232779,70.1500015258789
2021-12-21,73.41598277315994,74.30000305175781
2021-12-22,75.43065487693084,76.3499984741211
2021-12-23,76.79710284438619,80.4800033569336
2021-12-27,77.35140159108168,76.77999877929688
2021-12-28,77.65093439405446,77.54000091552734
2021-12-29,77.84062333627068,77.44000244140625
2021-12-30,77.67708171555415,78.08000183105469
2021-12-31,77.41805498566241,76.63999938964844
2022-01-03,78.55537060079317,77.56999969482422
2022-01-04,79.8302461516681,82.2300033569336
2022-01-05,80.09016430456259,84.0
2022-01-06,79.36677559269017,81.33999633789062
2022-01-07,79.91784927614893,78.79000091552734
2022-01-10,79.91856557374773,81.66999816894531
2022-01-11,80.52237816814302,79.44999694824219
2022-01-12,81.10158615750551,82.04000091552734
2022-01-13,81.89772339292685,82.47000122070312
2022-01-14,82.64848277057754,83.31999969482422
2022-01-18,82.54232245740326,83.0
2022-01-19,82.23821405607484,82.38999938964844
2022-01-20,81.88547613910849,81.58999633789062
2022-01-21,80.95364953870254,80.83000183105469
2022-01-24,80.21243414477956,77.12000274658203
2022-01-25,80.19828881950149,77.55000305175781
2022-01-26,80.50219274978485,81.5
2022-01-27,78.99146224009095,81.87999725341797
2022-01-28,77.50097370774944,75.66999816894531
2022-01-31,77.60398165803088,74.25
2022-02-01,78.81265555766512,77.94000244140625
2022-02-02,79.62176965969994,80.73999786376953
2022-02-03,79.53451330991714,80.44999694824219
2022-02-04,78.21634281696299,78.13999938964844
2022-02-07,79.46422823946622,76.72000122070312
2022-02-08,81.73615175274311,83.41999816894531
2022-02-09,83.84076885241468,87.0
2022-02-10,85.17051317862803,87.36000061035156
2022-02-11,84.76700848057624,88.12999725341797
2022-02-14,84.09467232038416,84.41000366210938
2022-02-15,84.81978042794492,85.66000366210938
2022-02-16,85.56651947149453,85.83999633789062
2022-02-17,85.42434611087917,85.44000244140625
2022-02-18,84.8462315543882,84.58999633789062
2022-02-22,84.24748872017807,82.29000091552734
2022-02-23,82.84832683070465,84.12000274658203
2022-02-24,82.35888363827576,75.7300033569336
2022-02-25,82.825923137594,82.01000213623047
2022-02-28,82.12394916529705,81.87000274658203
2022-03-01,79.30596549984648,79.47000122070312
2022-03-02,78.02064264931172,74.7300033569336
2022-03-03,75.96376125758152,76.08999633789062
2022-03-04,73.84250699642806,70.0
2022-03-07,70.321670924051,68.30999755859375
2022-03-08,68.39444758787646,64.77999877929688
2022-03-09,68.28296424478222,68.51000213623047
2022-03-10,68.69530837754363,67.0
2022-03-11,68.60687235342101,70.44000244140625
2022-03-14,68.4445824844747,68.12000274658203
2022-03-15,69.19638730573052,69.38999938964844
2022-03-16,70.98092588773963,72.01000213623047
2022-03-17,72.30728361998398,72.44999694824219
2022-03-18,73.59818918171459,74.51000213623047
2022-03-21,74.28212662976937,75.30000305175781
2022-03-22,75.15475159513922,75.7300033569336
2022-03-23,75.25650075825037,76.0
2022-03-24,75.79433475436093,75.72000122070312
2022-03-25,76.17622398337605,76.87000274658203
2022-03-28,76.96414962742648,77.29000091552734
2022-03-29,78.29276540103172,80.0
2022-03-30,79.35517805299901,80.4000015258789
2022-03-31,80.8301182950983,81.45999908447266
2022-04-01,81.77341341743534,84.33999633789062
2022-04-04,82.322275001272,83.22000122070312
2022-04-05,82.6948508146501,85.91000366210938
2022-04-06,81.89656822701934,81.94999694824219
2022-04-07,80.99437963181498,80.11000061035156
2022-04-08,79.94958662466051,78.98999786376953
2022-04-11,79.54972441644034,77.0
2022-04-12,79.29314920405919,79.38999938964844
2022-04-13,80.18543320960717,80.19000244140625
2022-04-14,80.98362275008968,82.5
2022-04-18,81.09574839833454,81.97000122070312
2022-04-19,82.22383338453423,82.02999877929688
2022-04-20,82.93255508106319,84.4800033569336
2022-04-21,83.08837056266843,87.05000305175781
2022-04-22,82.63224744868,83.0
2022-04-25,82.54816405025933,80.06999969482422
2022-04-26,81.25544208982133,81.9000015258789
2022-04-27,80.70362755125458,78.80000305175781
2022-04-28,80.69908584797182,80.94000244140625
2022-04-29,79.70939168429241,80.5999984741211
2022-05-02,79.26626020733427,77.7699966430664
2022-05-03,78.71083962959655,79.0
2022-05-04,78.41055893926229,77.72000122070312
2022-05-05,76.80370473880507,77.58999633789062
2022-05-06,74.48580265057709,72.54000091552734
2022-05-09,70.12720171618876,68.7300033569336
2022-05-10,67.05813386710761,65.80000305175781
2022-05-11,64.68542212030808,61.34000015258789
2022-05-12,62.38361433997102,58.650001525878906
2022-05-13,62.13240991601909,59.16999816894531
2022-05-16,61.88493974056221,61.560001373291016
2022-05-17,62.56329255002325,63.09999847412109
2022-05-18,61.575527858055864,62.119998931884766
2022-05-19,60.19368534042918,58.59999847412109
2022-05-20,58.59912350942349,58.09999847412109
2022-05-23,57.52608269565408,55.40999984741211
2022-05-24,54.9273883111815,54.38999938964844
2022-05-25,53.64825892498364,49.119998931884766
2022-05-26,54.27550554308806,52.0
2022-05-27,55.580336570961705,56.25
2022-05-31,56.410224278915884,57.77999877929688
2022-06-01,56.130149417552,58.09000015258789
2022-06-02,56.67009961170134,55.5099983215332
2022-06-03,56.55673368481912,56.68999862670898
2022-06-06,56.63782220223293,57.0099983215332
2022-06-07,56.67188202764422,55.7599983215332
2022-06-08,55.72458862878105,55.75
2022-06-09,53.60639206314896,53.70000076293945
2022-06-10,50.987594708765975,48.04999923706055
2022-06-13,47.758396218197504,44.16999816894531
2022-06-14,45.00226470495394,41.88999938964844
2022-06-15,43.23150934553895,39.91999816894531
2022-06-16,40.54100617949668,38.36000061035156
2022-06-17,39.46067053201797,35.5099983215332
2022-06-21,38.65044661444428,37.81999969482422
2022-06-22,37.996963951865844,36.310001373291016
2022-06-23,37.35464253285197,36.470001220703125
2022-06-24,38.823094462412385,36.560001373291016
2022-06-27,39.32539691862649,41.7400016784668
2022-06-28,39.596931075633805,40.709999084472656
2022-06-29,38.404620869677096,38.720001220703125
2022-06-30,37.23974719558877,35.18000030517578
2022-07-01,36.58983176890163,34.869998931884766
2022-07-05,36.493220924954606,33.970001220703125
2022-07-06,35.55881349220607,36.0
2022-07-07,35.53920899480405,34.41999816894531
2022-07-08,35.172805538772366,35.220001220703125
2022-07-11,34.31187041004421,33.970001220703125
2022-07-12,33.98458088371437,32.400001525878906
2022-07-13,33.529720233104506,32.2400016784668
2022-07-14,32.779813717618175,31.959999084472656
2022-07-15,32.773208585589856,31.82999992370605
2022-07-18,33.30213926051043,33.939998626708984
2022-07-19,34.32142637712414,35.75
2022-07-20,35.86761727957365,36.27000045776367
2022-07-21,35.82841151971577,35.97999954223633
2022-07-22,35.50894065710544,36.459999084472656
2022-07-25,35.145959827718734,34.900001525878906
2022-07-26,34.470639529107416,34.06999969482422
2022-07-27,34.617092968542316,34.119998931884766
2022-07-28,35.698062182478736,36.36000061035156
2022-07-29,36.70204114981004,37.0
2022-08-01,36.39802773838248,36.77000045776367
2022-08-02,36.48535177472569,35.400001525878906
2022-08-03,37.27023456734643,37.04999923706055
2022-08-04,37.996823299210774,39.119998931884766
2022-08-05,38.55454825578896,38.7599983215332
2022-08-08,39.11303201793808,40.45000076293945
2022-08-09,38.7320217521931,38.91999816894531
2022-08-10,39.714681269854,39.81999969482422
2022-08-11,40.38312125347038,43.34999847412109
2022-08-12,41.045413812941845,42.02000045776367
2022-08-15,41.493609005177376,41.900001525878906
2022-08-16,42.355739947136485,42.29999923706055
2022-08-17,42.19049350154151,42.7599983215332
2022-08-18,42.06366279212468,41.68000030517578
2022-08-19,41.259109036709425,40.72999954223633
2022-08-22,40.09940561757192,38.33000183105469
2022-08-23,39.71960343987217,38.25
2022-08-24,40.45973516881777,39.0099983215332
2022-08-25,41.679823089840106,42.47999954223633
2022-08-26,41.88654847224692,43.9900016784668
"
3302,US,technical,"During September 19, 2025 to October 02, 2025, what percentage of trading days had EOG Resources's high less the 60-day Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",54.4503,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2024-10-03,130.7899932861328,131.0399932861328,128.66000366210938
2024-10-04,133.1199951171875,133.25999450683594,132.0
2024-10-07,134.24000549316406,135.5,133.25
2024-10-08,130.3699951171875,132.58999633789062,132.5
2024-10-09,130.9600067138672,131.35000610351562,130.3800048828125
2024-10-10,132.19000244140625,132.61000061035156,131.8699951171875
2024-10-11,132.4499969482422,133.57000732421875,131.67999267578125
2024-10-14,131.47000122070312,132.05999755859375,131.3699951171875
2024-10-15,127.27999877929688,128.85000610351562,127.93000030517578
2024-10-16,127.36000061035156,127.98999786376952,127.37000274658205
2024-10-17,127.04000091552734,127.58999633789062,126.83999633789062
2024-10-18,126.62000274658205,127.0,126.66999816894533
2024-10-21,125.70999908447266,128.11000061035156,127.8499984741211
2024-10-22,125.06999969482422,126.5199966430664,126.23999786376952
2024-10-23,124.7300033569336,125.16000366210938,124.9000015258789
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2024-12-27,127.45381260095849,121.72000122070312
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2025-01-13,127.41611957147782,135.9199981689453
2025-01-14,127.69001743052644,135.97999572753906
2025-01-15,127.99722989374175,137.22000122070312
2025-01-16,128.3268290136767,138.17999267578125
2025-01-17,128.59742484375465,137.86000061035156
2025-01-21,128.84144348120967,136.44000244140625
2025-01-22,129.01123235961134,136.1999969482422
2025-01-23,129.17414263396964,135.55999755859375
2025-01-24,129.260892295945,134.83999633789062
2025-01-27,129.349387850631,134.69000244140625
2025-01-28,129.37891611782342,133.1999969482422
2025-01-29,129.4068203673223,130.7899932861328
2025-01-30,129.41905572509194,131.27000427246094
2025-01-31,129.30007032149965,129.69000244140625
2025-02-03,129.20498609869242,127.01000213623048
2025-02-04,129.16941262388897,129.32000732421875
2025-02-05,129.121235060753,128.75999450683594
2025-02-06,129.0411945769636,128.74000549316406
2025-02-07,128.95787672198117,127.75
2025-02-10,129.01040527400124,130.82000732421875
2025-02-11,129.11793274980883,133.63999938964844
2025-02-12,129.1088200805656,133.77999877929688
2025-02-13,129.10590808685726,129.1300048828125
2025-02-14,129.11259954494696,131.94000244140625
2025-02-18,129.1725143940112,132.0500030517578
2025-02-19,129.34816961975827,134.8800048828125
2025-02-20,129.55544268694473,135.8699951171875
2025-02-21,129.67100200314505,135.13999938964844
2025-02-24,129.8008053762489,133.91000366210938
2025-02-25,129.8506152761823,134.49000549316406
2025-02-26,129.8502671142711,131.7100067138672
2025-02-27,129.87517640922457,132.08999633789062
2025-02-28,129.77894119716495,128.82000732421875
2025-03-03,129.47602512235716,126.97000122070312
2025-03-04,129.23451612196354,123.87000274658205
2025-03-05,128.9924007892474,122.26000213623048
2025-03-06,128.7693713352198,123.5
2025-03-07,128.65431005000704,125.68000030517578
2025-03-10,128.56367691360182,128.80999755859375
2025-03-11,128.43011366606632,127.43000030517578
2025-03-12,128.2937163866237,126.0
2025-03-13,128.05752884404228,124.58000183105467
2025-03-14,127.92187210059649,124.16999816894533
2025-03-17,127.77951569831643,124.70999908447266
2025-03-18,127.60871189492323,124.75
2025-03-19,127.52121322431611,125.51000213623048
2025-03-20,127.4155997760355,125.48999786376952
2025-03-21,127.34197349383582,125.16999816894533
2025-03-24,127.37240073247926,129.19000244140625
2025-03-25,127.37264979873954,129.55999755859375
2025-03-26,127.4319069422491,130.52000427246094
2025-03-27,127.40889370994367,129.05999755859375
2025-03-28,127.38204461577799,126.9499969482422
2025-03-31,127.41017448061031,129.63999938964844
2025-04-01,127.47213607310694,129.5
2025-04-02,127.55403329106092,130.41000366210938
2025-04-03,127.3027534910146,125.29000091552734
2025-04-04,126.75348298480945,116.61000061035156
2025-04-07,126.17238514200575,113.56999969482422
2025-04-08,125.47689707454565,112.01000213623048
2025-04-09,125.10224481150341,115.68000030517578
2025-04-10,124.43036795244925,111.83999633789062
2025-04-11,123.90937231189443,109.62000274658205
2025-04-14,123.37595024886997,111.5
2025-04-15,122.85477166224909,109.0999984741211
2025-04-16,122.37559875082353,110.16000366210938
2025-04-17,121.98623485735389,112.68000030517578
2025-04-21,121.56406324269807,109.31999969482422
2025-04-22,121.2281923067022,112.45999908447266
2025-04-23,120.91153025385373,113.66999816894533
2025-04-24,120.66721775649697,113.79000091552734
2025-04-25,120.4181286397208,113.52999877929688
2025-04-28,120.21228833643974,114.5500030517578
2025-04-29,119.97352479443109,114.04000091552734
2025-04-30,119.65734371366464,112.0
2025-05-01,119.39579147076337,113.3000030517578
2025-05-02,119.11592947534002,112.13999938964844
2025-05-05,118.76852184149499,109.25
2025-05-06,118.43906214901,110.2300033569336
2025-05-07,118.09581424972126,109.33999633789062
2025-05-08,117.82086949020491,112.12000274658205
2025-05-09,117.60116894123367,111.1500015258789
2025-05-12,117.48506496147498,117.16999816894533
2025-05-13,117.45768583243904,117.7699966430664
2025-05-14,117.3964501113063,116.1999969482422
2025-05-15,117.34607471783237,115.9800033569336
2025-05-16,117.28554767790344,116.70999908447266
2025-05-19,117.17618535889814,114.62999725341795
2025-05-20,117.02549081700163,114.31999969482422
2025-05-21,116.84039266737592,113.18000030517578
2025-05-22,116.64201916731531,111.44000244140624
2025-05-23,116.43014969642549,110.5999984741211
2025-05-27,116.25965309513067,111.48999786376952
2025-05-28,116.06917256572449,112.6999969482422
2025-05-29,115.86624878499313,111.02999877929688
2025-05-30,115.62702750334824,109.51000213623048
2025-06-02,115.48646910448078,111.80999755859376
2025-06-03,115.39904387793464,113.88999938964844
2025-06-04,115.24727183744716,114.52999877929688
2025-06-05,115.10900058963895,112.08000183105467
2025-06-06,115.07427935888875,114.6999969482422
2025-06-09,115.04987681699255,115.27999877929688
2025-06-10,115.1426676509737,119.5199966430664
2025-06-11,115.29930143844818,120.58000183105467
2025-06-12,115.47276684498728,120.76000213623048
2025-06-13,115.79431543299742,125.87999725341795
2025-06-16,116.03646903536392,124.87000274658205
2025-06-17,116.31855199779947,125.95999908447266
2025-06-18,116.56318959719282,126.7300033569336
2025-06-20,116.85029812498401,125.95999908447266
2025-06-23,117.01881287051795,127.80999755859376
2025-06-24,117.13885180280181,122.2699966430664
2025-06-25,117.22675829106483,121.18000030517578
2025-06-26,117.35473333901082,121.16000366210938
2025-06-27,117.46769300172383,121.13999938964844
2025-06-30,117.53793259544932,120.4000015258789
2025-07-01,117.65767259039872,121.63999938964844
2025-07-02,117.82889634984197,123.26000213623048
2025-07-03,118.00335881463006,123.70999908447266
2025-07-07,118.05603559481764,122.68000030517578
2025-07-08,118.24928022935615,125.08000183105467
2025-07-09,118.3686480706772,123.94000244140624
2025-07-10,118.47885644071839,122.27999877929688
2025-07-11,118.62840216120392,123.56999969482422
2025-07-14,118.75861843375858,123.0
2025-07-15,118.78981124197873,122.81999969482422
2025-07-16,118.79014539967639,120.08999633789062
2025-07-17,118.77833736379112,118.62000274658205
2025-07-18,118.74232631268899,119.68000030517578
2025-07-21,118.66847947829818,118.13999938964844
2025-07-22,118.64426704639251,118.41000366210938
2025-07-23,118.65199590563924,119.0500030517578
2025-07-24,118.66504532026607,119.6999969482422
2025-07-25,118.65602742090155,119.33000183105467
2025-07-28,118.75419050631064,121.72000122070312
2025-07-29,118.89831545777189,123.22000122070312
2025-07-30,118.97509193009968,122.86000061035156
2025-07-31,119.00935110101662,122.63999938964844
2025-08-01,118.93035593292169,119.9000015258789
2025-08-04,118.86739351335804,117.56999969482422
2025-08-05,118.83174122699538,118.06999969482422
2025-08-06,118.75824139456572,119.94000244140624
2025-08-07,118.66682368394727,119.20999908447266
2025-08-08,118.58856712969644,117.63999938964844
2025-08-11,118.53123693980116,117.86000061035156
2025-08-12,118.51414727411031,119.93000030517578
2025-08-13,118.54548674776909,119.47000122070312
2025-08-14,118.58629049097428,120.02999877929688
2025-08-15,118.59952679827904,120.7699966430664
2025-08-18,118.57101783298903,118.52999877929688
2025-08-19,118.53000084485247,118.5500030517578
2025-08-20,118.5244270666721,118.80999755859376
2025-08-21,118.52395411813303,118.81999969482422
2025-08-22,118.60874252771396,121.41000366210938
2025-08-25,118.70124278271271,121.62999725341795
2025-08-26,118.78644803743549,121.73999786376952
2025-08-27,118.92066276582835,123.4800033569336
2025-08-28,119.09834583376481,124.5500030517578
2025-08-29,119.28594104232414,125.63999938964844
2025-09-02,119.50935276139944,126.12000274658205
2025-09-03,119.54445600958485,125.77999877929688
2025-09-04,119.61185084448766,122.26000213623048
2025-09-05,119.55670820385448,120.56999969482422
2025-09-08,119.4941932308061,118.41999816894533
2025-09-09,119.42258025794669,119.75
2025-09-10,119.45003671297239,120.29000091552734
2025-09-11,119.46806829615362,120.4000015258789
2025-09-12,119.42518093110299,121.0199966430664
2025-09-15,119.36337175026443,118.27999877929688
2025-09-16,119.41178567117021,121.37999725341795
2025-09-17,119.42582536516103,121.20999908447266
2025-09-18,119.38956878580572,120.13999938964844
2025-09-19,119.27843538299241,118.41999816894533
2025-09-22,119.1516015560782,116.2300033569336
2025-09-23,119.03745062535252,119.11000061035156
2025-09-24,118.96081279987348,118.62999725341795
2025-09-25,118.90636002124673,118.11000061035156
2025-09-26,118.85402026837286,119.1999969482422
2025-09-29,118.67356053741378,116.55999755859376
2025-09-30,118.45868979017338,112.61000061035156
2025-10-01,118.22299493289118,111.94000244140624
2025-10-02,117.96650334577602,113.31999969482422
"
3303,US,technical,"For Uber from September 04, 2022 to January 26, 2023, what percentage of days had the high less than the 5-day Exponential Moving Average line? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",80.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2022-08-08,31.850000381469727,32.95500183105469,32.33000183105469
2022-08-09,31.059999465942383,31.549999237060547,31.3700008392334
2022-08-10,32.79999923706055,33.189998626708984,32.439998626708984
2022-08-11,32.2400016784668,33.36000061035156,33.15999984741211
2022-08-12,32.470001220703125,32.7599983215332,32.59000015258789
2022-08-15,32.4900016784668,32.90999984741211,32.099998474121094
2022-08-16,32.380001068115234,32.724998474121094,32.08000183105469
2022-08-17,30.71999931335449,31.709999084472656,31.649999618530277
2022-08-18,30.149999618530277,30.6200008392334,30.559999465942383
2022-08-19,29.01000022888184,29.56999969482422,29.5
2022-08-22,28.0,28.80500030517578,28.34000015258789
2022-08-23,27.809999465942383,28.674999237060547,28.059999465942383
2022-08-24,28.709999084472656,29.21999931335449,27.93000030517578
2022-08-25,29.6200008392334,29.63999938964844,28.88999938964844
2022-08-26,28.57999992370605,29.709999084472656,29.51000022888184
2022-08-29,28.739999771118164,29.190000534057617,28.100000381469727
2022-08-30,28.709999084472656,29.290000915527344,29.18000030517578
2022-08-31,28.76000022888184,29.8799991607666,29.11000061035156
2022-09-01,28.920000076293945,28.950000762939453,28.170000076293945
2022-09-02,29.049999237060547,29.63500022888184,29.5
2022-09-06,28.88999938964844,29.3700008392334,29.34000015258789
2022-09-07,30.030000686645508,30.149999618530277,28.90999984741211
2022-09-08,30.68000030517578,30.899999618530277,29.420000076293945
2022-09-09,31.780000686645508,32.04999923706055,31.0
2022-09-12,32.5,32.619998931884766,31.950000762939453
2022-09-13,31.31999969482422,31.780000686645508,30.690000534057617
2022-09-14,33.04999923706055,33.13999938964844,31.25
2022-09-15,33.130001068115234,34.32500076293945,32.95000076293945
2022-09-16,31.93000030517578,32.14500045776367,30.959999084472656
2022-09-19,31.489999771118164,31.979999542236328,31.440000534057617
2022-09-20,31.489999771118164,32.560001373291016,31.489999771118164
2022-09-21,30.46999931335449,31.674999237060547,31.450000762939453
2022-09-22,28.57999992370605,30.190000534057617,30.190000534057617
2022-09-23,27.81999969482422,28.34000015258789,28.01000022888184
2022-09-26,26.88999938964844,28.15999984741211,27.709999084472656
2022-09-27,27.56999969482422,28.489999771118164,27.670000076293945
2022-09-28,28.040000915527344,28.15999984741211,27.43000030517578
2022-09-29,26.420000076293945,27.71999931335449,27.65999984741211
2022-09-30,26.5,27.309999465942383,26.15999984741211
2022-10-03,26.71999931335449,26.899999618530277,26.76000022888184
2022-10-04,29.190000534057617,29.25,27.625
2022-10-05,29.18000030517578,29.649999618530277,28.479999542236328
2022-10-06,29.729999542236328,30.239999771118164,29.200000762939453
2022-10-07,28.06999969482422,28.86000061035156,28.82999992370605
2022-10-10,27.530000686645508,28.450000762939453,28.239999771118164
2022-10-11,24.65999984741211,26.049999237060547,25.545000076293945
2022-10-12,25.979999542236328,26.114999771118164,25.049999237060547
2022-10-13,25.0,26.024999618530277,24.46999931335449
2022-10-14,24.709999084472656,26.06999969482422,25.649999618530277
2022-10-17,25.940000534057617,26.26499938964844,25.26000022888184
2022-10-18,27.61000061035156,27.709999084472656,27.06999969482422
2022-10-19,27.530000686645508,27.729999542236328,27.059999465942383
2022-10-20,27.8700008392334,28.68000030517578,27.31999969482422
2022-10-21,28.020000457763672,28.434999465942383,27.5
2022-10-24,27.649999618530277,27.979999542236328,27.709999084472656
2022-10-25,28.36000061035156,28.545000076293945,28.0
2022-10-26,28.200000762939453,28.979999542236328,28.170000076293945
2022-10-27,27.81999969482422,28.76000022888184,28.399999618530277
2022-10-28,27.5,27.8799991607666,27.809999465942383
2022-10-31,26.56999969482422,27.729999542236328,27.61000061035156
2022-11-01,29.75,31.0,30.06999969482422
2022-11-02,28.809999465942383,30.15999984741211,29.56999969482422
2022-11-03,28.729999542236328,29.520000457763672,28.030000686645508
2022-11-04,28.38999938964844,29.725000381469727,29.440000534057617
2022-11-07,27.690000534057617,28.825000762939453,28.70499992370605
2022-11-08,27.440000534057617,28.32999992370605,27.56999969482422
2022-11-09,26.549999237060547,28.0049991607666,27.309999465942383
2022-11-10,28.850000381469727,29.31999969482422,28.3799991607666
2022-11-11,29.149999618530277,30.434999465942383,28.950000762939453
2022-11-14,29.06999969482422,29.700000762939453,28.850000381469727
2022-11-15,31.56999969482422,31.815000534057617,30.25
2022-11-16,30.040000915527344,31.15999984741211,30.950000762939453
2022-11-17,28.8799991607666,29.5,29.100000381469727
2022-11-18,28.959999084472656,29.405000686645508,29.209999084472656
2022-11-21,28.25,28.709999084472656,28.520000457763672
2022-11-22,28.07999992370605,28.32999992370605,28.270000457763672
2022-11-23,28.790000915527344,28.940000534057617,28.36000061035156
2022-11-25,28.5,28.8799991607666,28.709999084472656
2022-11-28,27.76000022888184,28.655000686645508,28.11000061035156
2022-11-29,27.76000022888184,28.229999542236328,28.049999237060547
2022-11-30,29.13999938964844,29.13999938964844,27.799999237060547
2022-12-01,28.34000015258789,29.600000381469727,29.21999931335449
2022-12-02,28.75,28.780000686645508,27.3799991607666
2022-12-05,27.700000762939453,28.86000061035156,28.40999984741211
2022-12-06,26.920000076293945,27.86000061035156,27.700000762939453
2022-12-07,26.399999618530277,26.8700008392334,26.61000061035156
2022-12-08,26.450000762939453,27.030000686645508,26.520000457763672
2022-12-09,26.549999237060547,26.959999084472656,26.399999618530277
2022-12-12,27.030000686645508,27.229999542236328,26.420000076293945
2022-12-13,26.979999542236328,28.45499992370605,28.030000686645508
2022-12-14,27.46999931335449,27.81999969482422,27.06999969482422
2022-12-15,26.239999771118164,27.11000061035156,26.979999542236328
2022-12-16,25.96999931335449,26.450000762939453,26.059999465942383
2022-12-19,24.950000762939453,26.020000457763672,26.020000457763672
2022-12-20,24.959999084472656,25.280000686645508,24.71999931335449
2022-12-21,25.36000061035156,25.670000076293945,25.149999618530277
2022-12-22,24.63999938964844,25.100000381469727,24.93000030517578
2022-12-23,24.63999938964844,24.725000381469727,24.459999084472656
2022-12-27,24.399999618530277,24.700000762939453,24.290000915527344
2022-12-28,24.59000015258789,24.71999931335449,24.209999084472656
2022-12-29,24.90999984741211,25.375,24.75
2022-12-30,24.729999542236328,24.850000381469727,24.420000076293945
2023-01-03,25.36000061035156,25.75,25.3700008392334
2023-01-04,25.90999984741211,25.96999931335449,25.729999542236328
2023-01-05,25.549999237060547,26.01000022888184,25.729999542236328
2023-01-06,26.399999618530277,26.540000915527344,25.86000061035156
2023-01-09,27.399999618530277,28.049999237060547,27.299999237060547
2023-01-10,28.040000915527344,28.25,27.399999618530277
2023-01-11,28.350000381469727,28.520000457763672,28.239999771118164
2023-01-12,29.030000686645508,29.184999465942383,28.850000381469727
2023-01-13,29.440000534057617,29.5,28.68000030517578
2023-01-17,29.200000762939453,29.780000686645508,29.440000534057617
2023-01-18,28.959999084472656,30.09000015258789,29.950000762939453
2023-01-19,29.030000686645508,29.28499984741211,28.46999931335449
2023-01-20,30.36000061035156,30.38999938964844,29.299999237060547
2023-01-23,30.530000686645508,31.11000061035156,30.6299991607666
2023-01-24,29.93000030517578,31.200000762939453,28.51000022888184
2023-01-25,30.290000915527344,30.399999618530277,29.21999931335449
2023-01-26,30.020000457763672,30.64699935913086,30.530000686645508
","date,5-day,high
2022-08-12,32.20605007218727,32.7599983215332
2022-08-15,32.30070060761378,32.90999984741211
2022-08-16,32.3271340944476,32.724998474121094
2022-08-17,31.791422500749896,31.709999084472656
2022-08-18,31.244281540010025,30.6200008392334
2022-08-19,30.499521102967297,29.56999969482422
2022-08-22,29.6663474019782,28.80500030517578
2022-08-23,29.04756475663293,28.674999237060547
2022-08-24,28.93504286591284,29.21999931335449
2022-08-25,29.163362190353027,29.63999938964844
2022-08-26,28.968908101470703,29.709999084472656
2022-08-29,28.892605324686524,29.190000534057617
2022-08-30,28.831736577948572,29.290000915527344
2022-08-31,28.807824461592997,29.8799991607666
2022-09-01,28.845216333159982,28.950000762939453
2022-09-02,28.91347730112684,29.63500022888184
2022-09-06,28.905651330634043,29.3700008392334
2022-09-07,29.280434449304533,30.149999618530277
2022-09-08,29.746956401261617,30.899999618530277
2022-09-09,30.424637829722915,32.04999923706055
2022-09-12,31.116425219815277,32.619998931884766
2022-09-13,31.18428337815159,31.780000686645508
2022-09-14,31.806188664454577,33.13999938964844
2022-09-15,32.2474594656748,34.32500076293945
2022-09-16,32.14163974550846,32.14500045776367
2022-09-19,31.924426420711697,31.979999542236328
2022-09-20,31.779617537513857,32.560001373291016
2022-09-21,31.343078129460736,31.674999237060547
2022-09-22,30.422052060875842,30.190000534057617
2022-09-23,29.55470127219197,28.34000015258789
2022-09-26,28.666467311344128,28.15999984741211
2022-09-27,28.300978105837494,28.489999771118164
2022-09-28,28.213985709067444,28.15999984741211
2022-09-29,27.615990498142946,27.71999931335449
2022-09-30,27.243993665428633,27.309999465942383
2022-10-03,27.06932888140392,26.899999618530277
2022-10-04,27.776219432288485,29.25
2022-10-05,28.244146389917585,29.649999618530277
2022-10-06,28.739430774023834,30.239999771118164
2022-10-07,28.516287080957298,28.86000061035156
2022-10-10,28.18752494952004,28.450000762939453
2022-10-11,27.0116832488174,26.049999237060547
2022-10-12,26.667788679957045,26.114999771118164
2022-10-13,26.111859119971363,26.024999618530277
2022-10-14,25.644572441471794,26.06999969482422
2022-10-17,25.743048472333736,26.26499938964844
2022-10-18,26.365365851673012,27.709999084472656
2022-10-19,26.753577463330515,27.729999542236328
2022-10-20,27.12571858863148,28.68000030517578
2022-10-21,27.42381254500888,28.434999465942383
2022-10-24,27.49920823618268,27.979999542236328
2022-10-25,27.786139027572307,28.545000076293945
2022-10-26,27.92409293936136,28.979999542236328
2022-10-27,27.889395191182317,28.76000022888184
2022-10-28,27.75959679412155,27.8799991607666
2022-10-31,27.363064427689107,27.729999542236328
2022-11-01,28.158709618459405,31.0
2022-11-02,28.37580623428707,30.15999984741211
2022-11-03,28.493870670270155,29.520000457763672
2022-11-04,28.45924691006292,29.725000381469727
2022-11-07,28.202831451394488,28.825000762939453
2022-11-08,27.948554478948864,28.32999992370605
2022-11-09,27.482369398319427,28.0049991607666
2022-11-10,27.93824639270286,29.31999969482422
2022-11-11,28.342164134645337,30.434999465942383
2022-11-14,28.5847759880383,29.700000762939453
2022-11-15,29.57985055696694,31.815000534057617
2022-11-16,29.733234009820407,31.15999984741211
2022-11-17,29.44882239346914,29.5
2022-11-18,29.285881290470314,29.405000686645508
2022-11-21,28.94058752698021,28.709999084472656
2022-11-22,28.653724992555492,28.32999992370605
2022-11-23,28.69915030021278,28.940000534057617
2022-11-25,28.63276686680852,28.8799991607666
2022-11-28,28.341844654166295,28.655000686645508
2022-11-29,28.147896512404813,28.229999542236328
2022-11-30,28.478597471486022,29.13999938964844
2022-12-01,28.432398365186646,29.600000381469727
2022-12-02,28.538265576791098,28.780000686645508
2022-12-05,28.258843972173885,28.86000061035156
2022-12-06,27.81256267354724,27.86000061035156
2022-12-07,27.341708321874922,26.8700008392334
2022-12-08,27.044472468896434,27.030000686645508
2022-12-09,26.879648058284474,26.959999084472656
2022-12-12,26.929765601071487,27.229999542236328
2022-12-13,26.946510248126437,28.45499992370605
2022-12-14,27.121006603202456,27.81999969482422
2022-12-15,26.82733765917436,27.11000061035156
2022-12-16,26.54155821056774,26.450000762939453
2022-12-19,26.01103906135831,26.020000457763672
2022-12-20,25.66069240239643,25.280000686645508
2022-12-21,25.56046180504814,25.670000076293945
2022-12-22,25.253640999914907,25.100000381469727
2022-12-23,25.049093796492752,24.725000381469727
2022-12-27,24.832729070505263,24.700000762939453
2022-12-28,24.751819431199475,24.71999931335449
2022-12-29,24.804546236603688,25.375
2022-12-30,24.779697338481235,24.850000381469727
2023-01-03,24.973131762438012,25.75
2023-01-04,25.285421124096047,25.96999931335449
2023-01-05,25.37361382841755,26.01000022888184
2023-01-06,25.715742425121796,26.540000915527344
2023-01-09,26.27716148959129,28.049999237060547
2023-01-10,26.86477463156998,28.25
2023-01-11,27.35984988153656,28.520000457763672
2023-01-12,27.91656681657288,29.184999465942383
2023-01-13,28.42437805573446,29.5
2023-01-17,28.682918958136128,29.780000686645508
2023-01-18,28.775279000248304,30.09000015258789
2023-01-19,28.860186229047372,29.28499984741211
2023-01-20,29.36012435614877,30.38999938964844
2023-01-23,29.75008313298102,31.11000061035156
2023-01-24,29.810055523712606,31.200000762939453
2023-01-25,29.97003732098419,30.399999618530277
2023-01-26,29.986691699910686,30.64699935913086
"
3304,US,technical,"Calculate the percentage of days where Mettler Toledo's open was less than its 20-day Exponential Moving Average line from June 26, 2019 to February 25, 2020. (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",58.5153,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2019-03-04,689.1900024414062,700.8400268554688,699.3599853515625
2019-03-05,693.4099731445312,694.7999877929688,689.47998046875
2019-03-06,681.9400024414062,693.3300170898438,693.3300170898438
2019-03-07,683.8400268554688,684.969970703125,681.6300048828125
2019-03-08,680.9500122070312,681.239990234375,680.0
2019-03-11,688.9299926757812,689.5900268554688,681.0800170898438
2019-03-12,691.47998046875,694.3200073242188,691.6099853515625
2019-03-13,689.9500122070312,696.3800048828125,693.2999877929688
2019-03-14,698.6799926757812,699.0,689.6300048828125
2019-03-15,708.5800170898438,709.5800170898438,700.0599975585938
2019-03-18,706.8400268554688,710.0,708.6799926757812
2019-03-19,715.739990234375,719.5800170898438,709.6799926757812
2019-03-20,712.8800048828125,720.02001953125,716.1900024414062
2019-03-21,729.719970703125,732.4600219726562,711.280029296875
2019-03-22,702.0700073242188,726.75,721.3599853515625
2019-03-25,708.5999755859375,714.1699829101562,698.9199829101562
2019-03-26,716.4000244140625,720.4000244140625,711.510009765625
2019-03-27,702.7100219726562,723.8599853515625,719.030029296875
2019-03-28,703.780029296875,708.02001953125,704.469970703125
2019-03-29,723.0,724.27001953125,710.8200073242188
2019-04-01,730.3400268554688,736.0999755859375,729.1199951171875
2019-04-02,734.4500122070312,736.8800048828125,733.6300048828125
2019-04-03,732.72998046875,740.8099975585938,737.6099853515625
2019-04-04,727.2000122070312,736.260009765625,732.6099853515625
2019-04-05,734.8400268554688,739.9600219726562,732.8800048828125
2019-04-08,738.3699951171875,740.0399780273438,733.3099975585938
2019-04-09,733.989990234375,739.0700073242188,736.1099853515625
2019-04-10,737.969970703125,745.3699951171875,737.0
2019-04-11,740.75,741.4000244140625,740.3800048828125
2019-04-12,742.3499755859375,750.0,745.3400268554688
2019-04-15,744.3400268554688,747.5399780273438,745.8699951171875
2019-04-16,732.1699829101562,750.0,749.8699951171875
2019-04-17,715.219970703125,739.3699951171875,737.0
2019-04-18,728.72998046875,732.0499877929688,718.0900268554688
2019-04-22,734.1900024414062,734.75,722.8699951171875
2019-04-23,723.6199951171875,730.0999755859375,726.969970703125
2019-04-24,725.530029296875,732.1699829101562,725.3499755859375
2019-04-25,731.010009765625,732.1699829101562,723.6500244140625
2019-04-26,736.9500122070312,737.22998046875,731.0399780273438
2019-04-29,741.52001953125,745.5599975585938,740.4099731445312
2019-04-30,745.260009765625,747.1699829101562,741.9299926757812
2019-05-01,739.1599731445312,747.9600219726562,747.9600219726562
2019-05-02,753.2000122070312,753.4500122070312,738.1799926757812
2019-05-03,762.4299926757812,762.9000244140625,751.0
2019-05-06,760.77001953125,762.5599975585938,749.3800048828125
2019-05-07,742.2999877929688,754.0,752.760009765625
2019-05-08,740.489990234375,745.780029296875,740.6199951171875
2019-05-09,741.6699829101562,742.3300170898438,730.5499877929688
2019-05-10,727.6699829101562,738.3099975585938,734.260009765625
2019-05-13,701.77001953125,716.1400146484375,715.719970703125
2019-05-14,722.6699829101562,727.5999755859375,705.0599975585938
2019-05-15,719.1400146484375,720.0,711.8300170898438
2019-05-16,744.97998046875,744.97998046875,720.6300048828125
2019-05-17,726.4199829101562,741.9099731445312,737.6199951171875
2019-05-20,716.1799926757812,729.489990234375,721.780029296875
2019-05-21,716.5,726.0,721.6300048828125
2019-05-22,724.0800170898438,728.489990234375,716.719970703125
2019-05-23,719.1300048828125,721.5,717.7000122070312
2019-05-24,728.8200073242188,734.0700073242188,726.010009765625
2019-05-28,720.030029296875,742.2000122070312,731.8800048828125
2019-05-29,724.7899780273438,727.510009765625,717.0
2019-05-30,727.3599853515625,733.489990234375,727.02001953125
2019-05-31,723.0900268554688,726.4600219726562,720.0499877929688
2019-06-03,728.75,738.1500244140625,725.9400024414062
2019-06-04,741.8900146484375,742.1599731445312,736.0399780273438
2019-06-05,756.9299926757812,759.4500122070312,748.4099731445312
2019-06-06,772.8200073242188,775.5399780273438,759.5
2019-06-07,790.8800048828125,793.6300048828125,780.4199829101562
2019-06-10,806.7899780273438,810.8900146484375,794.780029296875
2019-06-11,804.8499755859375,819.5,814.0900268554688
2019-06-12,808.4600219726562,810.3499755859375,806.6300048828125
2019-06-13,797.010009765625,809.280029296875,808.739990234375
2019-06-14,791.0599975585938,800.469970703125,795.1599731445312
2019-06-17,791.4099731445312,798.3200073242188,794.469970703125
2019-06-18,804.0,805.1699829101562,798.010009765625
2019-06-19,817.0399780273438,817.8900146484375,805.030029296875
2019-06-20,821.3900146484375,831.9199829101562,824.1500244140625
2019-06-21,830.1099853515625,831.3699951171875,822.52001953125
2019-06-24,825.969970703125,830.8699951171875,828.5900268554688
2019-06-25,833.7000122070312,839.6099853515625,830.0700073242188
2019-06-26,825.4000244140625,837.5,837.5
2019-06-27,833.5499877929688,833.9299926757812,828.0
2019-06-28,840.0,840.0,835.2999877929688
2019-07-01,844.3300170898438,863.719970703125,853.0399780273438
2019-07-02,853.2999877929688,854.5599975585938,843.5499877929688
2019-07-03,872.4500122070312,873.510009765625,855.1500244140625
2019-07-05,859.9099731445312,867.0599975585938,865.9400024414062
2019-07-08,861.75,863.739990234375,855.0
2019-07-09,861.5499877929688,862.9500122070312,855.97998046875
2019-07-10,858.47998046875,867.9400024414062,867.6799926757812
2019-07-11,854.0700073242188,859.52001953125,859.52001953125
2019-07-12,835.4400024414062,844.219970703125,843.6699829101562
2019-07-15,825.219970703125,827.0,821.8499755859375
2019-07-16,821.8499755859375,826.3499755859375,826.0599975585938
2019-07-17,818.1300048828125,828.5900268554688,826.3800048828125
2019-07-18,828.9600219726562,830.9000244140625,818.2999877929688
2019-07-19,813.8499755859375,833.2899780273438,833.2899780273438
2019-07-22,818.7000122070312,825.239990234375,816.5800170898438
2019-07-23,818.3099975585938,820.4199829101562,811.0
2019-07-24,812.1699829101562,813.3900146484375,784.0
2019-07-25,790.6799926757812,807.6799926757812,805.1400146484375
2019-07-26,775.1099853515625,790.0,789.4199829101562
2019-07-29,775.0,781.3900146484375,779.02001953125
2019-07-30,759.969970703125,766.989990234375,765.219970703125
2019-07-31,756.75,765.7000122070312,759.4099731445312
2019-08-01,760.7899780273438,777.6099853515625,758.8599853515625
2019-08-02,717.8200073242188,745.989990234375,730.3599853515625
2019-08-05,692.719970703125,706.6699829101562,701.47998046875
2019-08-06,707.1699829101562,708.6400146484375,698.3499755859375
2019-08-07,704.969970703125,710.52001953125,701.260009765625
2019-08-08,713.4199829101562,714.9600219726562,709.2000122070312
2019-08-09,702.280029296875,714.3099975585938,711.239990234375
2019-08-12,681.780029296875,700.1500244140625,700.1500244140625
2019-08-13,689.969970703125,702.780029296875,678.4299926757812
2019-08-14,660.5900268554688,688.8599853515625,679.6300048828125
2019-08-15,660.3900146484375,675.4600219726562,667.6300048828125
2019-08-16,665.1900024414062,671.510009765625,665.9500122070312
2019-08-19,675.510009765625,683.77001953125,675.1599731445312
2019-08-20,659.1400146484375,674.9400024414062,672.27001953125
2019-08-21,669.5800170898438,673.4600219726562,664.3099975585938
2019-08-22,663.6799926757812,674.6799926757812,672.6199951171875
2019-08-23,642.8400268554688,668.0599975585938,666.27001953125
2019-08-26,647.4500122070312,649.1400146484375,648.0
2019-08-27,647.22998046875,652.239990234375,650.9099731445312
2019-08-28,646.3900146484375,651.510009765625,645.6300048828125
2019-08-29,654.1699829101562,661.0499877929688,653.9600219726562
2019-08-30,656.7899780273438,659.5599975585938,656.1199951171875
2019-09-03,653.0,660.77001953125,654.97998046875
2019-09-04,660.1699829101562,666.8200073242188,655.7100219726562
2019-09-05,685.780029296875,687.52001953125,669.1400146484375
2019-09-06,684.97998046875,689.72998046875,687.1099853515625
2019-09-09,679.5599975585938,688.0800170898438,688.0800170898438
2019-09-10,699.6400146484375,699.6400146484375,677.8900146484375
2019-09-11,718.1799926757812,718.1799926757812,700.0
2019-09-12,711.739990234375,726.6699829101562,724.469970703125
2019-09-13,713.0,713.4000244140625,712.3099975585938
2019-09-16,711.6500244140625,715.6699829101562,708.8400268554688
2019-09-17,710.5399780273438,713.2899780273438,710.8400268554688
2019-09-18,709.0499877929688,711.9299926757812,710.4400024414062
2019-09-19,710.0999755859375,714.5,710.72998046875
2019-09-20,709.1799926757812,716.27001953125,713.3599853515625
2019-09-23,706.2100219726562,712.6599731445312,705.4400024414062
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2020-01-16,800.3182092452766,823.0
2020-01-17,803.2698081322592,833.969970703125
2020-01-21,806.3041125846928,831.0
2020-01-22,809.0294335680703,838.22998046875
2020-01-23,811.1332965727481,833.5
2020-01-24,811.9729837760132,836.0700073242188
2020-01-27,810.8212715004703,800.469970703125
2020-01-28,809.7859134725237,802.1500244140625
2020-01-29,809.1034450577297,801.2899780273438
2020-01-30,806.0459740998507,792.4299926757812
2020-01-31,801.3920711070822,773.6699829101562
2020-02-03,797.2652069596071,762.969970703125
2020-02-04,794.4780443920255,756.6099853515625
2020-02-05,793.006804859154,779.510009765625
2020-02-06,791.6271110184013,787.3800048828125
2020-02-07,791.2007218179881,777.4500122070312
2020-02-10,790.2073216002035,785.239990234375
2020-02-11,789.2351957335175,781.6099853515625
2020-02-12,787.6689845234056,781.0
2020-02-13,785.9366984229622,767.6400146484375
2020-02-14,783.7712997357306,770.0
2020-02-18,780.7683178784587,759.6799926757812
2020-02-19,779.3989556660757,754.5800170898438
2020-02-20,777.112389854872,763.9199829101562
2020-02-21,775.5035880308961,751.969970703125
2020-02-24,770.8442003222245,735.25
2020-02-25,764.3828479105841,732.3300170898438
"
3305,US,technical,"What is the percentage of days where the high price is greater than the 5-day Double Exponential Moving Average line for Kimberly-Clark from October 14, 2023 to February 05, 2024? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.1277,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high
2023-09-11,128.0500030517578,128.67999267578125
2023-09-12,124.83000183105467,128.10000610351562
2023-09-13,124.98999786376952,125.79000091552734
2023-09-14,125.87999725341795,126.12999725341795
2023-09-15,125.01000213623048,126.83000183105467
2023-09-18,125.12000274658205,125.77999877929688
2023-09-19,124.37000274658205,124.94000244140624
2023-09-20,124.93000030517578,125.83999633789062
2023-09-21,125.2699966430664,126.38999938964844
2023-09-22,123.97000122070312,125.66999816894533
2023-09-25,123.4800033569336,124.37999725341795
2023-09-26,123.52999877929688,124.3000030517578
2023-09-27,121.66000366210938,123.93000030517578
2023-09-28,121.5999984741211,122.2699966430664
2023-09-29,120.8499984741211,122.26000213623048
2023-10-02,119.01000213623048,120.5999984741211
2023-10-03,120.5500030517578,121.3499984741211
2023-10-04,121.0199966430664,121.12000274658205
2023-10-05,118.48999786376952,120.68000030517578
2023-10-06,118.80999755859376,119.20999908447266
2023-10-09,118.56999969482422,119.22000122070312
2023-10-10,119.70999908447266,120.13999938964844
2023-10-11,119.3499984741211,120.29000091552734
2023-10-12,119.75,120.38999938964844
2023-10-13,120.41000366210938,121.0
2023-10-16,121.6999969482422,122.26000213623048
2023-10-17,121.7699966430664,121.98999786376952
2023-10-18,123.43000030517578,123.80999755859376
2023-10-19,122.86000061035156,124.20999908447266
2023-10-20,123.08999633789062,123.9499969482422
2023-10-23,121.80999755859376,123.31999969482422
2023-10-24,120.5,123.4800033569336
2023-10-25,118.77999877929688,121.43000030517578
2023-10-26,120.16999816894533,122.12999725341795
2023-10-27,116.86000061035156,119.83999633789062
2023-10-30,119.5199966430664,119.63999938964844
2023-10-31,119.63999938964844,120.37999725341795
2023-11-01,119.47000122070312,120.0
2023-11-02,121.0500030517578,121.13999938964844
2023-11-03,119.38999938964844,121.83999633789062
2023-11-06,120.79000091552734,121.01000213623048
2023-11-07,120.41000366210938,121.47000122070312
2023-11-08,120.66000366210938,121.22000122070312
2023-11-09,120.12000274658205,121.0
2023-11-10,120.83999633789062,121.12000274658205
2023-11-13,121.22000122070312,121.48999786376952
2023-11-14,121.13999938964844,122.0199966430664
2023-11-15,121.5500030517578,122.06999969482422
2023-11-16,121.70999908447266,122.93000030517578
2023-11-17,121.1999969482422,122.48999786376952
2023-11-20,120.54000091552734,121.19000244140624
2023-11-21,121.5500030517578,121.73999786376952
2023-11-22,122.31999969482422,122.56999969482422
2023-11-24,122.43000030517578,122.6999969482422
2023-11-27,122.4000015258789,122.58000183105467
2023-11-28,121.98999786376952,123.0199966430664
2023-11-29,121.7699966430664,122.47000122070312
2023-11-30,123.7300033569336,123.79000091552734
2023-12-01,124.04000091552734,124.05999755859376
2023-12-04,124.16999816894533,124.87000274658205
2023-12-05,121.4499969482422,124.4800033569336
2023-12-06,122.4499969482422,122.47000122070312
2023-12-07,121.48999786376952,122.41000366210938
2023-12-08,119.94000244140624,121.44000244140624
2023-12-11,120.97000122070312,121.0199966430664
2023-12-12,121.7699966430664,121.83000183105467
2023-12-13,123.62000274658205,123.66000366210938
2023-12-14,120.83999633789062,123.5199966430664
2023-12-15,119.44000244140624,119.9000015258789
2023-12-18,120.58999633789062,121.08000183105467
2023-12-19,120.7699966430664,121.01000213623048
2023-12-20,118.8000030517578,120.41999816894533
2023-12-21,119.43000030517578,119.61000061035156
2023-12-22,120.20999908447266,120.70999908447266
2023-12-26,120.08999633789062,120.4000015258789
2023-12-27,120.30999755859376,120.37999725341795
2023-12-28,120.81999969482422,120.88999938964844
2023-12-29,121.51000213623048,121.61000061035156
2024-01-02,122.36000061035156,123.27999877929688
2024-01-03,121.73999786376952,123.2699966430664
2024-01-04,122.52999877929688,123.16999816894533
2024-01-05,122.25,123.0199966430664
2024-01-08,123.20999908447266,123.2699966430664
2024-01-09,123.63999938964844,123.6500015258789
2024-01-10,123.2699966430664,123.93000030517578
2024-01-11,123.81999969482422,124.0199966430664
2024-01-12,124.16999816894533,124.63999938964844
2024-01-16,123.06999969482422,124.2300033569336
2024-01-17,123.31999969482422,124.33000183105467
2024-01-18,123.04000091552734,123.33999633789062
2024-01-19,122.7699966430664,123.56999969482422
2024-01-22,122.33999633789062,123.0
2024-01-23,124.9499969482422,125.5
2024-01-24,118.04000091552734,121.0199966430664
2024-01-25,120.48999786376952,120.58000183105467
2024-01-26,121.16999816894533,121.22000122070312
2024-01-29,121.2699966430664,121.56999969482422
2024-01-30,121.6999969482422,121.83999633789062
2024-01-31,120.97000122070312,122.3499984741211
2024-02-01,123.43000030517578,123.4800033569336
2024-02-02,122.26000213623048,123.86000061035156
2024-02-05,120.9800033569336,122.4499969482422
","date,5-day,high
2023-09-21,124.99226469049512,126.38999938964844
2023-09-22,124.38981126303572,125.66999816894533
2023-09-25,123.8031875884782,124.37999725341795
2023-09-26,123.53433183092727,124.3000030517578
2023-09-27,122.37547275673043,123.93000030517578
2023-09-28,121.74759149769156,122.2699966430664
2023-09-29,121.03546726883312,122.26000213623048
2023-10-02,119.6761397799888,120.5999984741211
2023-10-03,119.85353499982224,121.3499984741211
2023-10-04,120.27087020957916,121.12000274658205
2023-10-05,119.13403391802699,120.68000030517578
2023-10-06,118.73499139065534,119.20999908447266
2023-10-09,118.43264102838913,119.22000122070312
2023-10-10,118.94685815790163,120.13999938964844
2023-10-11,119.0601922015531,120.29000091552734
2023-10-12,119.36498665450513,120.38999938964844
2023-10-13,119.90989881759958,121.0
2023-10-16,120.92431214288311,122.26000213623048
2023-10-17,121.50023842961801,121.98999786376952
2023-10-18,122.70840305972189,123.80999755859376
2023-10-19,123.0088760921384,124.20999908447266
2023-10-20,123.25365334609108,123.9499969482422
2023-10-23,122.63314869177177,123.31999969482422
2023-10-24,121.53813118694686,123.4800033569336
2023-10-25,119.98055259697328,121.43000030517578
2023-10-26,119.92712246038126,122.12999725341795
2023-10-27,118.09147439029539,119.83999633789062
2023-10-30,118.61657595732726,119.63999938964844
2023-10-31,119.01700270030247,120.37999725341795
2023-11-01,119.16974856880472,120.0
2023-11-02,120.14877582226924,121.13999938964844
2023-11-03,119.76181114813588,121.83999633789062
2023-11-06,120.32629305639962,121.01000213623048
2023-11-07,120.41758741474328,121.47000122070312
2023-11-08,120.59620893482557,121.22000122070312
2023-11-09,120.3826840714896,121.0
2023-11-10,120.65859375796643,121.12000274658205
2023-11-13,121.01248995128799,121.48999786376952
2023-11-14,121.14838849433553,122.0199966430664
2023-11-15,121.43563553634108,122.06999969482422
2023-11-16,121.6648950748981,122.93000030517578
2023-11-17,121.48846523963701,122.48999786376952
2023-11-20,121.01133548452441,121.19000244140624
2023-11-21,121.30801960582495,121.73999786376952
2023-11-22,121.89454217765464,122.56999969482422
2023-11-24,122.2636033839042,122.6999969482422
2023-11-27,122.42945314499146,122.58000183105467
2023-11-28,122.27211193551253,123.0199966430664
2023-11-29,122.04861360071541,122.47000122070312
2023-11-30,123.00721618654853,123.79000091552734
2023-12-01,123.68579233173591,124.05999755859376
2023-12-04,124.09895893525045,124.87000274658205
2023-12-05,122.77936999572128,124.4800033569336
2023-12-06,122.6007334617662,122.47000122070312
2023-12-07,121.97125812046534,122.41000366210938
2023-12-08,120.7769093722747,121.44000244140624
2023-12-11,120.72531959148066,121.0199966430664
2023-12-12,121.17401954902095,121.83000183105467
2023-12-13,122.46744259810814,123.66000366210938
2023-12-14,121.6259115204821,123.5199966430664
2023-12-15,120.38679941209125,119.9000015258789
2023-12-18,120.36976875411054,121.08000183105467
2023-12-19,120.486669473859,121.01000213623048
2023-12-20,119.47566526182102,120.41999816894533
2023-12-21,119.30125495169601,119.61000061035156
2023-12-22,119.67137695274758,120.70999908447266
2023-12-26,119.82905433086104,120.4000015258789
2023-12-27,120.05034962230539,120.37999725341795
2023-12-28,120.46088737599626,120.88999938964844
2023-12-29,121.06658465828768,121.61000061035156
2024-01-02,121.85727343358926,123.27999877929688
2024-01-03,121.92010327192907,123.2699966430664
2024-01-04,122.36690533002199,123.16999816894533
2024-01-05,122.42805063948447,123.0199966430664
2024-01-08,122.96877575289876,123.2699966430664
2024-01-09,123.47478967635543,123.6500015258789
2024-01-10,123.51248430682318,123.93000030517578
2024-01-11,123.80785165314575,124.0199966430664
2024-01-12,124.13491940843178,124.63999938964844
2024-01-16,123.67307023188201,124.2300033569336
2024-01-17,123.53968498263126,124.33000183105467
2024-01-18,123.30043829582077,123.33999633789062
2024-01-19,123.01516657472742,123.56999969482422
2024-01-22,122.62224898118149,123.0
2024-01-23,123.86625787387965,125.5
2024-01-24,120.70067948294418,121.0199966430664
2024-01-25,120.35923421739443,120.58000183105467
2024-01-26,120.59978800740055,121.22000122070312
2024-01-29,120.82561219541996,121.56999969482422
2024-01-30,121.21424360937586,121.83999633789062
2024-01-31,121.03538809348636,122.3499984741211
2024-02-01,122.31529770304437,123.4800033569336
2024-02-02,122.35800328033736,123.86000061035156
2024-02-05,121.65498408795744,122.4499969482422
"
3306,US,technical,"From March 17, 2021 to March 30, 2021, what proportion of days had Autodesk's high price less than its 60-day Double Exponential Moving Average line? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",52.0833,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high
2020-01-07,187.5,188.1699981689453
2020-01-08,189.9499969482422,190.5
2020-01-09,191.94000244140625,192.6999969482422
2020-01-10,192.3600006103516,193.4199981689453
2020-01-13,192.4499969482422,193.3699951171875
2020-01-14,191.1100006103516,193.1300048828125
2020-01-15,190.7899932861328,192.1699981689453
2020-01-16,192.5,193.1199951171875
2020-01-17,193.3500061035156,194.2400054931641
2020-01-21,195.83999633789065,197.5500030517578
2020-01-22,194.72999572753903,198.72000122070312
2020-01-23,198.6000061035156,198.91000366210935
2020-01-24,199.19000244140625,200.8999938964844
2020-01-27,195.8699951171875,197.1499938964844
2020-01-28,200.02999877929688,200.42999267578125
2020-01-29,199.7400054931641,201.57000732421875
2020-01-30,198.9900054931641,200.83999633789065
2020-01-31,196.8500061035156,199.32000732421875
2020-02-03,199.25999450683597,199.94000244140625
2020-02-04,203.94000244140625,204.19000244140625
2020-02-05,202.0800018310547,207.19000244140625
2020-02-06,206.0,206.9199981689453
2020-02-07,207.00999450683597,210.1300048828125
2020-02-10,206.1000061035156,207.75999450683597
2020-02-11,205.8000030517578,207.9900054931641
2020-02-12,207.1100006103516,207.72000122070312
2020-02-13,207.50999450683597,208.47000122070312
2020-02-14,208.9499969482422,209.1999969482422
2020-02-18,207.05999755859372,209.82000732421875
2020-02-19,210.75999450683597,211.17999267578125
2020-02-20,206.6699981689453,211.5800018310547
2020-02-21,201.91000366210935,206.2700042724609
2020-02-24,194.3699951171875,197.2899932861328
2020-02-25,186.72999572753903,197.4199981689453
2020-02-26,190.6699981689453,194.1499938964844
2020-02-27,180.6499938964844,188.4900054931641
2020-02-28,190.8800048828125,191.3600006103516
2020-03-02,190.8300018310547,191.97000122070312
2020-03-03,180.5500030517578,190.0
2020-03-04,191.4199981689453,191.67999267578125
2020-03-05,184.0399932861328,192.72999572753903
2020-03-06,173.4199981689453,179.67999267578125
2020-03-09,160.0500030517578,164.80999755859375
2020-03-10,164.47999572753906,166.5
2020-03-11,154.39999389648438,161.75
2020-03-12,136.0,148.5
2020-03-13,158.02999877929688,158.1699981689453
2020-03-16,148.0800018310547,153.49000549316406
2020-03-17,154.9199981689453,157.9499969482422
2020-03-18,141.82000732421875,154.3800048828125
2020-03-19,149.22999572753906,152.27000427246094
2020-03-20,148.02000427246094,156.05999755859375
2020-03-23,144.13999938964844,151.83999633789062
2020-03-24,149.9600067138672,153.39999389648438
2020-03-25,149.99000549316406,154.97000122070312
2020-03-26,160.8800048828125,163.14999389648438
2020-03-27,141.57000732421875,156.6199951171875
2020-03-30,155.91000366210938,157.17999267578125
2020-03-31,156.10000610351562,158.91000366210938
2020-04-01,139.22000122070312,150.47000122070312
2020-04-02,137.0500030517578,142.13999938964844
2020-04-03,139.0,141.5399932861328
2020-04-06,152.32000732421875,153.52000427246094
2020-04-07,148.6999969482422,157.8000030517578
2020-04-08,159.2100067138672,161.77999877929688
2020-04-09,164.89999389648438,170.80999755859375
2020-04-13,160.9199981689453,163.99000549316406
2020-04-14,172.22000122070312,174.75999450683594
2020-04-15,169.13999938964844,172.5399932861328
2020-04-16,171.0,173.49000549316406
2020-04-17,180.94000244140625,182.0
2020-04-20,177.8699951171875,181.5200042724609
2020-04-21,170.02000427246094,177.16000366210938
2020-04-22,175.3699951171875,177.3300018310547
2020-04-23,175.5500030517578,178.97999572753906
2020-04-24,180.3500061035156,180.97000122070312
2020-04-27,182.50999450683597,186.55999755859372
2020-04-28,177.30999755859375,185.7899932861328
2020-04-29,187.8999938964844,189.8600006103516
2020-04-30,187.1300048828125,189.5500030517578
2020-05-01,174.89999389648438,181.5399932861328
2020-05-04,177.8000030517578,179.3300018310547
2020-05-05,180.4900054931641,184.8699951171875
2020-05-06,181.22999572753903,185.0800018310547
2020-05-07,184.0,186.4600067138672
2020-05-08,184.2899932861328,187.16000366210935
2020-05-11,184.3999938964844,186.13999938964844
2020-05-12,180.97000122070312,187.1199951171875
2020-05-13,176.86000061035156,182.67999267578125
2020-05-14,177.8699951171875,177.97999572753906
2020-05-15,180.72000122070312,181.1300048828125
2020-05-18,190.1000061035156,190.80999755859372
2020-05-19,194.7100067138672,198.8999938964844
2020-05-20,196.63999938964844,199.58999633789065
2020-05-21,194.75,197.5800018310547
2020-05-22,195.77999877929688,196.8999938964844
2020-05-26,199.52999877929688,203.8300018310547
2020-05-27,199.80999755859372,199.82000732421875
2020-05-28,202.6300048828125,208.3000030517578
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2020-06-01,219.2899932861328,221.50999450683597
2020-06-02,219.08999633789065,221.0
2020-06-03,226.38999938964844,227.38999938964844
2020-06-04,225.1999969482422,227.3699951171875
2020-06-05,233.7100067138672,234.5399932861328
2020-06-08,233.50999450683597,236.47000122070312
2020-06-09,234.1499938964844,237.8000030517578
2020-06-10,236.58999633789065,240.25
2020-06-11,219.1000061035156,233.47000122070312
2020-06-12,222.9600067138672,228.1300048828125
2020-06-15,229.0,229.75
2020-06-16,240.92999267578125,241.7700042724609
2020-06-17,237.0399932861328,243.75999450683597
2020-06-18,238.07000732421875,239.1999969482422
2020-06-19,237.82000732421875,242.97999572753903
2020-06-22,240.8800048828125,241.1300048828125
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2020-06-24,233.44000244140625,242.6699981689453
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2020-07-01,241.22000122070312,242.6699981689453
2020-07-02,240.1499938964844,244.3999938964844
2020-07-06,244.3600006103516,248.3500061035156
2020-07-07,238.94000244140625,245.6000061035156
2020-07-08,243.8999938964844,244.0
2020-07-09,248.1999969482422,251.38999938964844
2020-07-10,244.2400054931641,248.88999938964844
2020-07-13,231.8600006103516,246.72999572753903
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2020-07-22,240.7400054931641,243.91000366210935
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2020-08-06,243.57000732421875,244.5
2020-08-07,236.2400054931641,242.47000122070312
2020-08-10,231.8800048828125,236.92999267578125
2020-08-11,228.7899932861328,232.7899932861328
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2020-08-14,234.3500061035156,239.6300048828125
2020-08-17,239.0,239.3500061035156
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2020-08-31,245.6999969482422,247.97999572753903
2020-09-01,253.50999450683597,253.6999969482422
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2020-09-03,242.08999633789065,256.8099975585937
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2020-09-08,224.3600006103516,230.19000244140625
2020-09-09,232.77999877929688,234.97999572753903
2020-09-10,228.1999969482422,239.00999450683597
2020-09-11,227.47999572753903,231.33999633789065
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2020-10-05,228.92999267578125,230.1300048828125
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2020-10-09,237.5,238.13999938964844
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2020-12-22,284.0316357622548,304.29998779296875
2020-12-23,285.6949200794827,307.2200012207031
2020-12-24,287.34454068472127,302.760009765625
2020-12-28,288.7906321231039,305.44000244140625
2020-12-29,290.0557973188368,301.7300109863281
2020-12-30,291.33186858812155,301.510009765625
2020-12-31,292.91679599227734,305.8500061035156
2021-01-04,293.86461246506656,307.8299865722656
2021-01-05,295.06795954538484,302.510009765625
2021-01-06,296.27628400001316,309.95001220703125
2021-01-07,298.209032286117,316.45001220703125
2021-01-08,300.33530458893006,320.42999267578125
2021-01-11,302.2138347263581,319.8399963378906
2021-01-12,304.1376051691229,320.94000244140625
2021-01-13,305.5803920854325,321.1300048828125
2021-01-14,306.73184044357606,316.1099853515625
2021-01-15,307.6460329116505,316.3500061035156
2021-01-19,308.6608563026748,315.4700012207031
2021-01-20,309.4585540420467,315.260009765625
2021-01-21,310.06711967836753,309.9599914550781
2021-01-22,310.16236121036883,306.5
2021-01-25,309.8829649928829,302.489990234375
2021-01-26,309.48222499017623,295.94000244140625
2021-01-27,307.9092326342467,285.32000732421875
2021-01-28,307.0940369028184,289.3999938964844
2021-01-29,305.86888384326136,283.6300048828125
2021-02-01,305.265575633274,287.7300109863281
2021-02-02,305.2155075264103,296.7699890136719
2021-02-03,305.043751496251,295.94000244140625
2021-02-04,305.36273522880964,300.6700134277344
2021-02-05,306.0022649845699,307.8599853515625
2021-02-08,306.40367237262586,310.07000732421875
2021-02-09,306.88432945526625,308.1499938964844
2021-02-10,307.15146945420963,306.20001220703125
2021-02-11,307.2987815811447,305.4800109863281
2021-02-12,307.74695248137664,305.5
2021-02-16,308.3620699040371,316.3099975585937
2021-02-17,308.5697163818281,307.19000244140625
2021-02-18,308.6413695421089,301.7799987792969
2021-02-19,309.00173971675,310.04998779296875
2021-02-22,308.8383551398018,303.1499938964844
2021-02-23,308.19301839866364,293.5199890136719
2021-02-24,308.1285764769784,299.1499938964844
2021-02-25,307.09863888156855,298.7699890136719
2021-02-26,305.59240748219685,291.9800109863281
2021-03-01,304.684919234989,284.7200012207031
2021-03-02,303.40445149781056,286.8999938964844
2021-03-03,301.62319589508485,276.82000732421875
2021-03-04,299.6731179402686,273.2799987792969
2021-03-05,297.9377911751453,270.3299865722656
2021-03-08,295.35986437420956,268.2799987792969
2021-03-09,293.6038837778604,266.42999267578125
2021-03-10,291.9080222450833,271.75
2021-03-11,290.98257933800613,276.0
2021-03-12,289.69583998420853,272.0
2021-03-15,288.78557870224296,273.75
2021-03-16,288.0454344128563,277.70001220703125
2021-03-17,287.1990524745064,275.3099975585937
2021-03-18,285.7855372132597,271.0
2021-03-19,284.31404316611514,265.2099914550781
2021-03-22,283.20059812404156,269.2900085449219
2021-03-23,282.3365125106707,274.8299865722656
2021-03-24,281.13843945826574,270.9700012207031
2021-03-25,279.9344825276553,263.3399963378906
2021-03-26,279.2289866292442,269.2200012207031
2021-03-29,278.67217131977304,273.1000061035156
2021-03-30,277.99121344627815,271.8999938964844
"
3307,US,technical,"During October 03, 2022 to November 13, 2022, what percentage of trading days had Trimble Inc.'s high greater the 10-day Double Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",24.1935,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high
2022-07-22,63.150001525878906,64.7300033569336
2022-07-25,64.18000030517578,64.25
2022-07-26,64.12999725341797,64.16999816894531
2022-07-27,65.83999633789062,66.16999816894531
2022-07-28,67.70999908447266,67.73999786376953
2022-07-29,69.43000030517578,69.68000030517578
2022-08-01,69.72000122070312,69.9800033569336
2022-08-02,68.55000305175781,69.80999755859375
2022-08-03,69.7300033569336,69.94999694824219
2022-08-04,70.30000305175781,70.54000091552734
2022-08-05,68.0999984741211,69.23999786376953
2022-08-08,68.23999786376953,69.11000061035156
2022-08-09,68.0999984741211,68.69000244140625
2022-08-10,70.0,70.38999938964844
2022-08-11,70.31999969482422,71.30000305175781
2022-08-12,71.73999786376953,71.76000213623047
2022-08-15,71.68000030517578,72.23999786376953
2022-08-16,71.91000366210938,72.08999633789062
2022-08-17,70.61000061035156,71.23999786376953
2022-08-18,71.44000244140625,71.58000183105469
2022-08-19,70.01000213623047,70.81999969482422
2022-08-22,67.25,69.0
2022-08-23,66.95999908447266,67.88999938964844
2022-08-24,68.16999816894531,68.25
2022-08-25,69.4000015258789,69.41999816894531
2022-08-26,66.0,69.44000244140625
2022-08-29,64.80999755859375,65.8499984741211
2022-08-30,63.90999984741211,65.33000183105469
2022-08-31,63.25,64.7699966430664
2022-09-01,62.79999923706055,62.97999954223633
2022-09-02,62.119998931884766,64.0199966430664
2022-09-06,60.220001220703125,62.18999862670898
2022-09-07,62.290000915527344,62.52000045776367
2022-09-08,61.38999938964844,61.65999984741211
2022-09-09,63.08000183105469,63.22999954223633
2022-09-12,64.43000030517578,64.44000244140625
2022-09-13,61.68000030517578,63.09999847412109
2022-09-14,61.220001220703125,62.130001068115234
2022-09-15,59.41999816894531,61.61000061035156
2022-09-16,58.68000030517578,58.959999084472656
2022-09-19,58.91999816894531,59.209999084472656
2022-09-20,58.459999084472656,58.86000061035156
2022-09-21,57.369998931884766,59.47999954223633
2022-09-22,56.790000915527344,57.40999984741211
2022-09-23,56.380001068115234,56.790000915527344
2022-09-26,55.43999862670898,57.209999084472656
2022-09-27,55.25,56.72999954223633
2022-09-28,56.91999816894531,57.27999877929688
2022-09-29,55.2599983215332,56.04999923706055
2022-09-30,54.27000045776367,56.130001068115234
2022-10-03,56.220001220703125,56.650001525878906
2022-10-04,58.790000915527344,58.880001068115234
2022-10-05,57.61000061035156,58.47999954223633
2022-10-06,57.72999954223633,58.25
2022-10-07,54.61000061035156,56.61000061035156
2022-10-10,53.81999969482422,54.91999816894531
2022-10-11,52.4900016784668,53.720001220703125
2022-10-12,52.0,52.650001525878906
2022-10-13,53.47999954223633,54.02999877929688
2022-10-14,52.29999923706055,54.61000061035156
2022-10-17,54.5,54.68000030517578
2022-10-18,55.7599983215332,56.720001220703125
2022-10-19,54.83000183105469,55.43000030517578
2022-10-20,53.4900016784668,55.59999847412109
2022-10-21,55.880001068115234,55.97999954223633
2022-10-24,56.09999847412109,56.40999984741211
2022-10-25,58.150001525878906,58.20000076293945
2022-10-26,58.02999877929688,59.2400016784668
2022-10-27,58.2400016784668,59.72999954223633
2022-10-28,60.2400016784668,60.41999816894531
2022-10-31,60.15999984741211,60.43000030517578
2022-11-01,59.88999938964844,60.93999862670898
2022-11-02,53.650001525878906,60.15999984741211
2022-11-03,52.060001373291016,52.93999862670898
2022-11-04,53.790000915527344,53.93999862670898
2022-11-07,57.20000076293945,57.459999084472656
2022-11-08,54.650001525878906,57.9900016784668
2022-11-09,54.04999923706055,54.220001220703125
2022-11-10,59.15999984741211,59.2599983215332
2022-11-11,62.0,62.400001525878906
","date,10-day,high
2022-08-17,71.30124948958766,71.23999786376953
2022-08-18,71.51343413812657,71.58000183105469
2022-08-19,71.18032023347978,70.81999969482422
2022-08-22,70.00624102592106,69.0
2022-08-23,69.0333036991687,67.88999938964844
2022-08-24,68.71345924836855,68.25
2022-08-25,68.88799552477217,69.41999816894531
2022-08-26,67.89779223020989,69.44000244140625
2022-08-29,66.77880269767572,65.8499984741211
2022-08-30,65.66712268826365,65.33000183105469
2022-08-31,64.64667172940193,64.7699966430664
2022-09-01,63.76862838144338,62.97999954223633
2022-09-02,62.92403300979704,64.0199966430664
2022-09-06,61.70396466382789,62.18999862670898
2022-09-07,61.5224654737202,62.52000045776367
2022-09-08,61.12881792275614,61.65999984741211
2022-09-09,61.43261438470432,63.22999954223633
2022-09-12,62.1367218406386,64.44000244140625
2022-09-13,61.77478645046361,63.09999847412109
2022-09-14,61.37729988381706,62.130001068115234
2022-09-15,60.51097154810516,61.61000061035156
2022-09-16,59.65034011620364,58.959999084472656
2022-09-19,59.121475730440395,59.209999084472656
2022-09-20,58.60871631827751,58.86000061035156
2022-09-21,57.90021724865825,59.47999954223633
2022-09-22,57.21666998782726,57.40999984741211
2022-09-23,56.60944686127358,56.790000915527344
2022-09-26,55.884629058961764,57.209999084472656
2022-09-27,55.321912457435914,56.72999954223633
2022-09-28,55.49490611201835,57.27999877929688
2022-09-29,55.109061982699345,56.04999923706055
2022-09-30,54.528487241622614,56.130001068115234
2022-10-03,54.77592136852283,56.650001525878906
2022-10-04,55.838883942742726,58.880001068115234
2022-10-05,56.25792877080818,58.47999954223633
2022-10-06,56.622812041112844,58.25
2022-10-07,55.87226937684659,56.61000061035156
2022-10-10,55.06695476946938,54.91999816894531
2022-10-11,54.04696944591209,53.720001220703125
2022-10-12,53.150715318502236,52.650001525878906
2022-10-13,53.00195941846295,54.02999877929688
2022-10-14,52.52809925635452,54.61000061035156
2022-10-17,52.93061956469849,54.68000030517578
2022-10-18,53.66848402402406,56.720001220703125
2022-10-19,53.92413046019157,55.43000030517578
2022-10-20,53.68223658175773,55.59999847412109
2022-10-21,54.30403519183733,55.97999954223633
2022-10-24,54.84510500309182,56.40999984741211
2022-10-25,55.92647980198474,58.20000076293945
2022-10-26,56.684209849444436,59.2400016784668
2022-10-27,57.30536196126628,59.72999954223633
2022-10-28,58.413228737517265,60.41999816894531
2022-10-31,59.18880086477297,60.43000030517578
2022-11-01,59.65083491376241,60.93999862670898
2022-11-02,57.90522748666248,60.15999984741211
2022-11-03,56.07039185408607,52.93999862670898
2022-11-04,55.28143923861156,53.93999862670898
2022-11-07,55.831266335724884,57.459999084472656
2022-11-08,55.40160487368039,57.9900016784668
2022-11-09,54.890786002857695,54.220001220703125
2022-11-10,56.210294670743956,59.2599983215332
2022-11-11,58.129956066685885,62.400001525878906
"
3308,US,technical,"For Steel Dynamics from May 04, 2024 to November 12, 2024, what percentage of days had the close less than the 5-day Double Exponential Moving Average line? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",50.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high
2024-04-01,149.25999450683594,151.33999633789062
2024-04-02,147.89999389648438,149.33999633789062
2024-04-03,147.72999572753906,150.5
2024-04-04,146.7100067138672,149.77999877929688
2024-04-05,147.27000427246094,147.66000366210938
2024-04-08,147.85000610351562,148.8800048828125
2024-04-09,146.72999572753906,149.6199951171875
2024-04-10,144.64999389648438,146.02999877929688
2024-04-11,144.22999572753906,145.6199951171875
2024-04-12,140.6300048828125,145.30999755859375
2024-04-15,140.97000122070312,143.0399932861328
2024-04-16,139.77000427246094,140.22999572753906
2024-04-17,138.92999267578125,142.17999267578125
2024-04-18,136.07000732421875,140.0
2024-04-19,136.89999389648438,137.97999572753906
2024-04-22,137.3000030517578,138.63999938964844
2024-04-23,134.16000366210938,135.77999877929688
2024-04-24,129.9199981689453,144.91000366210938
2024-04-25,133.02999877929688,133.1999969482422
2024-04-26,134.0399932861328,136.27999877929688
2024-04-29,135.07000732421875,135.19000244140625
2024-04-30,130.1199951171875,133.5
2024-05-01,129.64999389648438,132.77999877929688
2024-05-02,130.7899932861328,131.19000244140625
2024-05-03,135.47000122070312,135.80999755859375
2024-05-06,132.60000610351562,137.05999755859375
2024-05-07,132.7100067138672,133.47999572753906
2024-05-08,130.82000732421875,132.6199951171875
2024-05-09,134.83999633789062,135.1999969482422
2024-05-10,135.17999267578125,135.55999755859375
2024-05-13,134.85000610351562,135.97000122070312
2024-05-14,135.07000732421875,136.3699951171875
2024-05-15,136.92999267578125,137.7899932861328
2024-05-16,134.9499969482422,137.2100067138672
2024-05-17,133.92999267578125,135.39999389648438
2024-05-20,133.0800018310547,134.69000244140625
2024-05-21,134.35000610351562,134.49000549316406
2024-05-22,132.72999572753906,133.74000549316406
2024-05-23,133.57000732421875,134.00999450683594
2024-05-24,133.33999633789062,134.49000549316406
2024-05-28,134.27999877929688,135.49000549316406
2024-05-29,131.72999572753906,135.9199981689453
2024-05-30,133.5,134.52000427246094
2024-05-31,133.8699951171875,133.92999267578125
2024-06-03,132.61000061035156,134.55999755859375
2024-06-04,127.23999786376952,130.9499969482422
2024-06-05,127.16000366210938,128.5500030517578
2024-06-06,128.35000610351562,128.4600067138672
2024-06-07,125.5199966430664,127.72000122070312
2024-06-10,123.66999816894533,125.1999969482422
2024-06-11,121.52999877929688,122.61000061035156
2024-06-12,120.77999877929688,123.5199966430664
2024-06-13,121.41999816894533,121.87000274658205
2024-06-14,120.69000244140624,121.61000061035156
2024-06-17,126.5500030517578,126.79000091552734
2024-06-18,125.0,128.3699951171875
2024-06-20,125.68000030517578,127.0500030517578
2024-06-21,128.17999267578125,128.82000732421875
2024-06-24,126.33999633789062,128.92999267578125
2024-06-25,123.58999633789062,127.25
2024-06-26,124.77999877929688,125.06999969482422
2024-06-27,125.0500030517578,126.33999633789062
2024-06-28,129.5,130.60000610351562
2024-07-01,129.14999389648438,130.60000610351562
2024-07-02,128.3000030517578,130.25999450683594
2024-07-03,127.12999725341795,129.83999633789062
2024-07-05,124.41999816894533,126.97000122070312
2024-07-08,124.2699966430664,125.62999725341795
2024-07-09,124.25,125.25
2024-07-10,127.27999877929688,127.87000274658205
2024-07-11,129.77000427246094,130.3000030517578
2024-07-12,129.22000122070312,130.75
2024-07-15,131.91000366210938,137.27000427246094
2024-07-16,132.7100067138672,133.00999450683594
2024-07-17,130.07000732421875,133.24000549316406
2024-07-18,129.1300048828125,133.4199981689453
2024-07-19,128.44000244140625,129.75999450683594
2024-07-22,127.7699966430664,128.4600067138672
2024-07-23,126.62000274658205,127.48999786376952
2024-07-24,123.29000091552734,127.44000244140624
2024-07-25,127.5999984741211,128.6699981689453
2024-07-26,130.5399932861328,131.82000732421875
2024-07-29,130.52000427246094,131.36000061035156
2024-07-30,128.85000610351562,131.47999572753906
2024-07-31,133.22000122070312,135.32000732421875
2024-08-01,126.3499984741211,133.9600067138672
2024-08-02,121.27999877929688,123.79000091552734
2024-08-05,121.41000366210938,123.5500030517578
2024-08-06,122.37999725341795,124.19000244140624
2024-08-07,119.12000274658205,126.19000244140624
2024-08-08,120.20999908447266,121.37999725341795
2024-08-09,119.43000030517578,120.37000274658205
2024-08-12,115.97000122070312,119.66999816894533
2024-08-13,117.2699966430664,117.43000030517578
2024-08-14,115.0500030517578,117.08999633789062
2024-08-15,118.0500030517578,120.0
2024-08-16,116.6999969482422,118.5199966430664
2024-08-19,116.05999755859376,118.33000183105467
2024-08-20,115.9499969482422,117.0
2024-08-21,119.0500030517578,119.30999755859376
2024-08-22,118.94000244140624,119.68000030517578
2024-08-23,120.87999725341795,120.98999786376952
2024-08-26,122.7300033569336,124.12999725341795
2024-08-27,121.41000366210938,122.61000061035156
2024-08-28,118.02999877929688,119.5500030517578
2024-08-29,118.8000030517578,120.56999969482422
2024-08-30,119.51000213623048,120.20999908447266
2024-09-03,113.95999908447266,118.1500015258789
2024-09-04,113.12000274658205,115.3499984741211
2024-09-05,111.31999969482422,114.22000122070312
2024-09-06,111.0,112.94000244140624
2024-09-09,110.73999786376952,113.51000213623048
2024-09-10,108.73999786376952,110.94000244140624
2024-09-11,108.0999984741211,108.83000183105467
2024-09-12,110.54000091552734,110.66000366210938
2024-09-13,112.83999633789062,114.13999938964844
2024-09-16,111.01000213623048,113.38999938964844
2024-09-17,114.48999786376952,116.20999908447266
2024-09-18,115.12000274658205,117.44000244140624
2024-09-19,120.08999633789062,120.16000366210938
2024-09-20,119.83000183105467,119.98999786376952
2024-09-23,120.95999908447266,121.58000183105467
2024-09-24,124.66999816894533,125.80999755859376
2024-09-25,123.33999633789062,124.7300033569336
2024-09-26,125.23999786376952,127.08000183105467
2024-09-27,125.9800033569336,128.0
2024-09-30,126.08000183105467,126.72000122070312
2024-10-01,129.22999572753906,129.5
2024-10-02,127.5999984741211,130.6699981689453
2024-10-03,127.54000091552734,127.94000244140624
2024-10-04,128.22000122070312,130.77999877929688
2024-10-07,130.07000732421875,130.19000244140625
2024-10-08,127.02999877929688,127.77999877929688
2024-10-09,130.17999267578125,130.4600067138672
2024-10-10,128.4600067138672,129.75
2024-10-11,129.86000061035156,130.69000244140625
2024-10-14,130.17999267578125,130.27000427246094
2024-10-15,128.4600067138672,131.4199981689453
2024-10-16,129.86000061035156,130.02000427246094
2024-10-17,135.0500030517578,138.72000122070312
2024-10-18,136.57000732421875,137.86000061035156
2024-10-21,133.4499969482422,137.00999450683594
2024-10-22,131.8000030517578,132.74000549316406
2024-10-23,128.63999938964844,133.24000549316406
2024-10-24,130.33999633789062,130.77000427246094
2024-10-25,129.5800018310547,131.63999938964844
2024-10-28,135.72000122070312,135.99000549316406
2024-10-29,135.16000366210938,136.02999877929688
2024-10-30,132.77000427246094,135.80999755859375
2024-10-31,130.5,133.7899932861328
2024-11-01,133.64999389648438,133.99000549316406
2024-11-04,133.5800018310547,135.0500030517578
2024-11-05,135.64999389648438,135.75
2024-11-06,154.32000732421875,155.55999755859375
2024-11-07,147.9499969482422,155.11000061035156
2024-11-08,148.5500030517578,149.67999267578125
2024-11-11,147.8000030517578,151.0
2024-11-12,144.35000610351562,146.69000244140625
","date,5-day,close
2024-04-11,144.7367272450903,144.22999572753906
2024-04-12,142.23436688595953,140.6300048828125
2024-04-15,141.13283113593542,140.97000122070312
2024-04-16,139.95850250743098,139.77000427246094
2024-04-17,138.94896131494363,138.92999267578125
2024-04-18,136.90928796306318,136.07000732421875
2024-04-19,136.37061672028113,136.89999389648438
2024-04-22,136.41225427377475,137.3000030517578
2024-04-23,134.7849545008542,134.16000366210938
2024-04-24,131.63671256793788,129.9199981689453
2024-04-25,131.77452600361562,133.02999877929688
2024-04-26,132.53638145390138,134.0399932861328
2024-04-29,133.61428187876854,135.07000732421875
2024-04-30,131.5050892242977,130.1199951171875
2024-05-01,130.15265913224113,129.64999389648438
2024-05-02,130.12906039271434,130.7899932861328
2024-05-03,132.79201346028802,135.47000122070312
2024-05-06,132.67866062081828,132.60000610351562
2024-05-07,132.68065364043787,132.7100067138672
2024-05-08,131.63480121862293,130.82000732421875
2024-05-09,133.3127724949224,134.83999633789062
2024-05-10,134.41711589910233,135.17999267578125
2024-05-13,134.80937340266573,134.85000610351562
2024-05-14,135.11044771584562,135.07000732421875
2024-05-15,136.27309034016844,136.92999267578125
2024-05-16,135.76281191741384,134.9499969482422
2024-05-17,134.87903969269223,133.92999267578125
2024-05-20,133.9085852327555,133.0800018310547
2024-05-21,134.09076524618405,134.35000610351562
2024-05-22,133.30053291631327,132.72999572753906
2024-05-23,133.3525986357734,133.57000732421875
2024-05-24,133.27211159517842,133.33999633789062
2024-05-28,133.76610590488548,134.27999877929688
2024-05-29,132.62608977760223,131.72999572753906
2024-05-30,133.00318564461426,133.5
2024-05-31,133.43153824565553,133.8699951171875
2024-06-03,132.97063766137967,132.61000061035156
2024-06-04,129.7423873145973,127.23999786376952
2024-06-05,127.98512488723529,127.16000366210938
2024-06-06,127.7735516952861,128.35000610351562
2024-06-07,126.17134217730683,125.5199966430664
2024-06-10,124.35910040211093,123.66999816894533
2024-06-11,122.28820414853412,121.52999877929688
2024-06-12,120.86689410591805,120.77999877929688
2024-06-13,120.58110093382435,121.41999816894533
2024-06-14,120.14173936816334,120.69000244140624
2024-06-17,123.26294157509183,126.5500030517578
2024-06-18,124.15425880237976,125.0
2024-06-20,125.02214898378539,125.68000030517578
2024-06-21,126.86985719490099,128.17999267578125
2024-06-24,126.81441126555536,126.33999633789062
2024-06-25,125.20927808277236,123.58999633789062
2024-06-26,124.97707783066318,124.77999877929688
2024-06-27,125.00198241983003,125.0500030517578
2024-06-28,127.4906072786974,129.5
2024-07-01,128.62548079416337,129.14999389648438
2024-07-02,128.71593112089136,128.3000030517578
2024-07-03,128.05991381490017,127.12999725341795
2024-07-05,126.15947145847682,124.41999816894533
2024-07-08,125.03822142018578,124.2699966430664
2024-07-09,124.44342051511737,124.25
2024-07-10,125.84090604412773,127.27999877929688
2024-07-11,128.00524630157562,129.77000427246094
2024-07-12,128.8577022728965,129.22000122070312
2024-07-15,130.77127283290994,131.91000366210938
2024-07-16,132.19272042491465,132.7100067138672
2024-07-17,131.41528483699568,130.07000732421875
2024-07-18,130.39805905127525,129.1300048828125
2024-07-19,129.42172910478905,128.44000244140625
2024-07-22,128.50649850023052,127.7699966430664
2024-07-23,127.37901030491719,126.62000274658205
2024-07-24,124.94356924993252,123.29000091552734
2024-07-25,126.0718642764464,127.5999984741211
2024-07-26,128.37645187242293,130.5399932861328
2024-07-29,129.630001509007,130.52000427246094
2024-07-30,129.35824711623627,128.85000610351562
2024-07-31,131.6087712275845,133.22000122070312
2024-08-01,128.9713615282069,126.3499984741211
2024-08-02,124.69125038090496,121.27999877929688
2024-08-05,122.48217573904348,121.41000366210938
2024-08-06,121.92011988483935,122.37999725341795
2024-08-07,119.9103067090152,119.12000274658205
2024-08-08,119.5347983783178,120.20999908447266
2024-08-09,119.00959543241567,119.43000030517578
2024-08-12,116.90066183983659,115.97000122070312
2024-08-13,116.58217096454399,117.2699966430664
2024-08-14,115.2837147668561,115.0500030517578
2024-08-15,116.34732182176167,118.0500030517578
2024-08-16,116.25921948087725,116.6999969482422
2024-08-19,115.91348294260894,116.05999755859376
2024-08-20,115.7149902105149,115.9499969482422
2024-08-21,117.3751086912848,119.0500030517578
2024-08-22,118.2379270503731,118.94000244140624
2024-08-23,119.7771851489781,120.87999725341795
2024-08-26,121.61161570636011,122.7300033569336
2024-08-27,121.81785030702461,121.41000366210938
2024-08-28,119.98641334521132,118.02999877929688
2024-08-29,119.38284211733765,118.8000030517578
2024-08-30,119.44427227792528,119.51000213623048
2024-09-03,116.3955428603549,113.95999908447266
2024-09-04,114.30327140084194,113.12000274658205
2024-09-05,112.24189698405294,111.31999969482422
2024-09-06,111.04551993621897,111.0
2024-09-09,110.36429340191816,110.73999786376952
2024-09-10,108.99215988243459,108.73999786376952
2024-09-11,107.99874954411891,108.0999984741211
2024-09-12,108.92404063120455,110.54000091552734
2024-09-13,110.7926074917025,112.83999633789062
2024-09-16,110.83390585613354,111.01000213623048
2024-09-17,112.80515789785755,114.48999786376952
2024-09-18,114.21847706973207,115.12000274658205
2024-09-19,117.70789599427553,120.08999633789062
2024-09-20,119.37898527289876,119.83000183105467
2024-09-23,120.79958082175861,120.95999908447266
2024-09-24,123.50989147514937,124.66999816894533
2024-09-25,124.10448482538109,123.33999633789062
2024-09-26,125.33936177458452,125.23999786376952
2024-09-27,126.2882697025644,125.9800033569336
2024-09-30,126.73130945110822,126.08000183105467
2024-10-01,128.60584510183529,129.22999572753906
2024-10-02,128.60276809756,127.5999984741211
2024-10-03,128.45664971605896,127.54000091552734
2024-10-04,128.6676362937638,128.22000122070312
2024-10-07,129.7394520443568,130.07000732421875
2024-10-08,128.56364932853728,127.02999877929688
2024-10-09,129.62066133630435,130.17999267578125
2024-10-10,129.19704462085707,128.4600067138672
2024-10-11,129.7046518112619,129.86000061035156
2024-10-14,130.1252893543571,130.17999267578125
2024-10-15,129.36276976371653,128.4600067138672
2024-10-16,129.7013395492732,129.86000061035156
2024-10-17,132.75277870597728,135.0500030517578
2024-10-18,135.20866785429968,136.57000732421875
2024-10-21,134.71809498578028,133.4499969482422
2024-10-22,133.44249954199836,131.8000030517578
2024-10-23,130.93751103356334,128.63999938964844
2024-10-24,130.51334648506958,130.33999633789062
2024-10-25,129.88334861003247,129.5800018310547
2024-10-28,132.98075512882315,135.72000122070312
2024-10-29,134.35063117038692,135.16000366210938
2024-10-30,133.72161780480195,132.77000427246094
2024-10-31,132.07520798735914,130.5
2024-11-01,132.91844379016928,133.64999389648438
2024-11-04,133.33561412243674,133.5800018310547
2024-11-05,134.6981729407519,135.64999389648438
2024-11-06,145.7817422038258,154.32000732421875
2024-11-07,148.11757445858194,147.9499969482422
2024-11-08,149.47043912816673,148.5500030517578
2024-11-11,149.55277497282566,147.8000030517578
2024-11-12,147.4779512746431,144.35000610351562
"
3309,US,technical,"Calculate the percentage of days where Cisco's open was less than its 10-day Double Exponential Moving Average line from January 31, 2022 to September 08, 2022. (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",51.3514,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2021-11-17,56.7599983215332,57.13999938964844,56.61000061035156
2021-11-18,53.630001068115234,53.93000030517578,52.72999954223633
2021-11-19,53.25,53.68999862670898,53.54999923706055
2021-11-22,54.59999847412109,55.52999877929688,53.34999847412109
2021-11-23,55.29999923706055,55.58000183105469,54.61000061035156
2021-11-24,55.540000915527344,55.75,55.150001525878906
2021-11-26,54.66999816894531,55.18999862670898,54.459999084472656
2021-11-29,55.7599983215332,56.18999862670898,55.13999938964844
2021-11-30,54.84000015258789,55.59999847412109,55.58000183105469
2021-12-01,55.02999877929688,56.380001068115234,55.52999877929688
2021-12-02,56.150001525878906,56.61000061035156,55.150001525878906
2021-12-03,56.22999954223633,56.81999969482422,56.29999923706055
2021-12-06,56.959999084472656,57.16999816894531,56.70000076293945
2021-12-07,58.08000183105469,58.220001220703125,57.09999847412109
2021-12-08,57.02000045776367,58.130001068115234,58.08000183105469
2021-12-09,57.54999923706055,57.83000183105469,57.20000076293945
2021-12-10,59.25,59.34000015258789,57.90999984741211
2021-12-13,58.61000061035156,59.5099983215332,59.09999847412109
2021-12-14,57.77000045776367,58.52999877929688,58.34000015258789
2021-12-15,59.93000030517578,60.02999877929688,57.91999816894531
2021-12-16,60.310001373291016,60.7599983215332,60.04999923706055
2021-12-17,60.459999084472656,60.79999923706055,60.27000045776367
2021-12-20,60.36000061035156,60.40999984741211,59.66999816894531
2021-12-21,61.02999877929688,61.2400016784668,60.43999862670898
2021-12-22,61.52999877929688,61.59999847412109,60.970001220703125
2021-12-23,62.27999877929688,62.900001525878906,61.790000915527344
2021-12-27,63.41999816894531,63.470001220703125,62.40999984741211
2021-12-28,63.52999877929688,63.84000015258789,63.41999816894531
2021-12-29,63.959999084472656,64.29000091552734,63.650001525878906
2021-12-30,63.619998931884766,64.13999938964844,64.04000091552734
2021-12-31,63.369998931884766,63.81999969482422,63.54999923706055
2022-01-03,63.15999984741211,63.34999847412109,62.900001525878906
2022-01-04,61.25,62.810001373291016,62.43999862670898
2022-01-05,60.27999877929688,61.63999938964844,61.18999862670898
2022-01-06,60.91999816894531,61.130001068115234,60.0
2022-01-07,61.130001068115234,61.5,60.869998931884766
2022-01-10,61.81999969482422,61.900001525878906,60.869998931884766
2022-01-11,62.369998931884766,62.43000030517578,61.59999847412109
2022-01-12,62.119998931884766,62.81999969482422,62.400001525878906
2022-01-13,61.5,62.150001525878906,62.08000183105469
2022-01-14,61.36000061035156,61.5,61.470001220703125
2022-01-18,59.72999954223633,60.220001220703125,59.97999954223633
2022-01-19,58.900001525878906,59.4900016784668,58.0
2022-01-20,58.08000183105469,59.34000015258789,58.9900016784668
2022-01-21,56.68000030517578,58.34000015258789,58.06999969482422
2022-01-24,56.900001525878906,57.0,56.15999984741211
2022-01-25,56.11000061035156,56.68999862670898,56.09000015258789
2022-01-26,55.33000183105469,56.45000076293945,56.11000061035156
2022-01-27,54.619998931884766,56.52999877929688,55.5099983215332
2022-01-28,55.61000061035156,55.65999984741211,54.5
2022-01-31,55.66999816894531,55.86000061035156,55.43000030517578
2022-02-01,55.369998931884766,55.5,55.45000076293945
2022-02-02,56.16999816894531,56.31999969482422,55.22999954223633
2022-02-03,55.20000076293945,56.150001525878906,55.869998931884766
2022-02-04,55.150001525878906,55.619998931884766,54.88999938964844
2022-02-07,55.16999816894531,55.52999877929688,55.33000183105469
2022-02-08,55.34000015258789,55.4900016784668,55.060001373291016
2022-02-09,56.290000915527344,56.380001068115234,55.81999969482422
2022-02-10,54.869998931884766,56.02999877929688,55.2400016784668
2022-02-11,53.900001525878906,55.09000015258789,54.869998931884766
2022-02-14,53.18000030517578,53.650001525878906,53.40999984741211
2022-02-15,54.27000045776367,54.29999923706055,53.720001220703125
2022-02-16,54.25,54.43999862670898,54.130001068115234
2022-02-17,55.77000045776367,57.060001373291016,55.5
2022-02-18,57.209999084472656,57.68999862670898,55.459999084472656
2022-02-22,56.29999923706055,57.13999938964844,56.93000030517578
2022-02-23,54.43999862670898,56.9900016784668,56.61000061035156
2022-02-24,54.72999954223633,54.83000183105469,54.06999969482422
2022-02-25,56.040000915527344,56.220001220703125,54.97999954223633
2022-02-28,55.77000045776367,56.0,55.40999984741211
2022-03-01,54.619998931884766,55.84999847412109,55.52999877929688
2022-03-02,56.150001525878906,56.380001068115234,54.77000045776367
2022-03-03,56.06999969482422,57.0,56.7400016784668
2022-03-04,56.5099983215332,56.900001525878906,55.66999816894531
2022-03-07,55.59000015258789,56.43999862670898,56.310001373291016
2022-03-08,54.400001525878906,55.86000061035156,55.70000076293945
2022-03-09,55.91999816894531,56.25,55.63999938964844
2022-03-10,54.709999084472656,55.15999984741211,54.400001525878906
2022-03-11,54.68999862670898,56.209999084472656,55.290000915527344
2022-03-14,54.29999923706055,55.400001525878906,54.72999954223633
2022-03-15,55.59999847412109,55.72999954223633,54.41999816894531
2022-03-16,55.810001373291016,56.0,55.93000030517578
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2022-08-04,45.546176230850165,45.900001525878906
2022-08-05,45.45756524358082,44.90999984741211
2022-08-08,45.386758035252,45.4900016784668
2022-08-09,45.29417534320801,45.150001525878906
2022-08-10,45.58346612668008,45.709999084472656
2022-08-11,45.751885411888196,46.11000061035156
2022-08-12,46.10423574194378,46.09000015258789
2022-08-15,46.35021440225441,46.38999938964844
2022-08-16,46.58230883773811,46.56999969482422
2022-08-17,46.70751868352504,46.36000061035156
2022-08-18,47.68563344008038,49.79999923706055
2022-08-19,48.17459898132324,49.0099983215332
2022-08-22,48.19201839312875,48.470001220703125
2022-08-23,48.088571497584944,47.59000015258789
2022-08-24,47.884493057558046,47.09000015258789
2022-08-25,47.787069118917245,47.25
2022-08-26,47.24855956189965,47.08000183105469
2022-08-29,46.783654379961966,45.720001220703125
2022-08-30,46.28157308112606,45.75
2022-08-31,45.739135980903804,45.77999877929688
2022-09-01,45.53075617622747,44.56999969482422
2022-09-02,45.15189819491209,45.709999084472656
2022-09-06,44.840038311182894,44.65999984741211
2022-09-07,44.800857902409646,44.75
2022-09-08,44.897576051795,44.7599983215332
"
3310,US,technical,"What is the percentage of days where the open price is greater than the 30-day Triple Exponential Moving Average line for Schlumberger from October 09, 2024 to October 27, 2024? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",45.283,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2024-01-23,50.41999816894531,50.459999084472656
2024-01-24,51.66999816894531,50.79999923706055
2024-01-25,52.470001220703125,52.09000015258789
2024-01-26,52.91999816894531,52.40999984741211
2024-01-29,53.20000076293945,52.77999877929688
2024-01-30,49.34999847412109,48.880001068115234
2024-01-31,48.70000076293945,49.45000076293945
2024-02-01,49.0,49.04999923706055
2024-02-02,49.0,48.900001525878906
2024-02-05,48.54999923706055,48.68999862670898
2024-02-06,48.0099983215332,48.470001220703125
2024-02-07,47.45000076293945,48.220001220703125
2024-02-08,47.790000915527344,47.29999923706055
2024-02-09,47.08000183105469,47.56999969482422
2024-02-12,48.13999938964844,47.54999923706055
2024-02-13,47.58000183105469,48.060001373291016
2024-02-14,47.75,48.02000045776367
2024-02-15,48.58000183105469,47.84999847412109
2024-02-16,48.56999969482422,48.70000076293945
2024-02-20,48.52000045776367,48.5099983215332
2024-02-21,49.209999084472656,48.77999877929688
2024-02-22,49.2599983215332,49.16999816894531
2024-02-23,48.81999969482422,48.880001068115234
2024-02-26,48.560001373291016,48.70000076293945
2024-02-27,48.459999084472656,48.93000030517578
2024-02-28,48.15999984741211,48.2400016784668
2024-02-29,48.33000183105469,48.56999969482422
2024-03-01,49.34999847412109,49.0
2024-03-04,49.41999816894531,49.54999923706055
2024-03-05,49.65999984741211,49.209999084472656
2024-03-06,50.02999877929688,50.5
2024-03-07,50.77999877929688,49.9900016784668
2024-03-08,50.400001525878906,50.68999862670898
2024-03-11,51.52999877929688,50.119998931884766
2024-03-12,51.56999969482422,51.84000015258789
2024-03-13,52.56999969482422,52.2599983215332
2024-03-14,53.22999954223633,52.79999923706055
2024-03-15,52.869998931884766,52.79999923706055
2024-03-18,53.43000030517578,53.20000076293945
2024-03-19,54.47999954223633,53.52999877929688
2024-03-20,54.400001525878906,54.119998931884766
2024-03-21,54.43999862670898,54.47999954223633
2024-03-22,53.9900016784668,54.68999862670898
2024-03-25,54.310001373291016,54.290000915527344
2024-03-26,54.06999969482422,54.380001068115234
2024-03-27,54.900001525878906,54.04999923706055
2024-03-28,54.810001373291016,55.41999816894531
2024-04-01,55.220001220703125,55.150001525878906
2024-04-02,54.68000030517578,54.95000076293945
2024-04-03,54.86000061035156,55.2400016784668
2024-04-04,54.27000045776367,54.86000061035156
2024-04-05,55.02999877929688,54.5
2024-04-08,54.040000915527344,55.43999862670898
2024-04-09,54.16999816894531,54.5
2024-04-10,54.20000076293945,53.880001068115234
2024-04-11,54.0,54.29999923706055
2024-04-12,52.0,54.09999847412109
2024-04-15,51.66999816894531,52.70000076293945
2024-04-16,51.40999984741211,51.5
2024-04-17,50.810001373291016,51.540000915527344
2024-04-18,50.93999862670898,51.18999862670898
2024-04-19,49.84999847412109,49.65999984741211
2024-04-22,49.5099983215332,49.369998931884766
2024-04-23,49.54999923706055,49.25
2024-04-24,49.11000061035156,49.2400016784668
2024-04-25,49.43999862670898,49.27999877929688
2024-04-26,49.20000076293945,49.33000183105469
2024-04-29,49.209999084472656,49.04999923706055
2024-04-30,47.47999954223633,48.93000030517578
2024-05-01,47.15999984741211,47.400001525878906
2024-05-02,47.58000183105469,47.560001373291016
2024-05-03,47.65999984741211,47.970001220703125
2024-05-06,47.959999084472656,48.08000183105469
2024-05-07,48.16999816894531,47.93999862670898
2024-05-08,47.86000061035156,47.650001525878906
2024-05-09,48.47999954223633,48.040000915527344
2024-05-10,48.5,48.77000045776367
2024-05-13,48.75,48.7400016784668
2024-05-14,48.619998931884766,48.900001525878906
2024-05-15,48.310001373291016,48.66999816894531
2024-05-16,48.41999816894531,47.97999954223633
2024-05-17,48.59000015258789,48.70000076293945
2024-05-20,48.22999954223633,48.59999847412109
2024-05-21,48.290000915527344,48.2400016784668
2024-05-22,46.47999954223633,48.220001220703125
2024-05-23,46.31999969482422,46.619998931884766
2024-05-24,46.2400016784668,46.59000015258789
2024-05-28,46.52999877929688,46.540000915527344
2024-05-29,45.63999938964844,46.0
2024-05-30,45.59000015258789,45.59999847412109
2024-05-31,45.88999938964844,45.65999984741211
2024-06-03,44.06999969482422,46.150001525878906
2024-06-04,43.40999984741211,43.75
2024-06-05,43.20000076293945,43.619998931884766
2024-06-06,43.65999984741211,43.06999969482422
2024-06-07,44.54999923706055,43.43000030517578
2024-06-10,44.97999954223633,44.54999923706055
2024-06-11,44.959999084472656,44.58000183105469
2024-06-12,44.709999084472656,45.41999816894531
2024-06-13,43.810001373291016,44.43999862670898
2024-06-14,43.0,43.459999084472656
2024-06-17,43.630001068115234,43.09999847412109
2024-06-18,44.43999862670898,44.27999877929688
2024-06-20,45.459999084472656,44.43999862670898
2024-06-21,45.65999984741211,45.66999816894531
2024-06-24,47.47999954223633,45.93999862670898
2024-06-25,47.52000045776367,46.97999954223633
2024-06-26,46.22999954223633,47.34999847412109
2024-06-27,47.0099983215332,46.47999954223633
2024-06-28,47.18000030517578,47.25
2024-07-01,46.58000183105469,47.47999954223633
2024-07-02,46.68999862670898,47.02000045776367
2024-07-03,47.310001373291016,47.02000045776367
2024-07-05,46.13999938964844,47.18000030517578
2024-07-08,46.2400016784668,46.0099983215332
2024-07-09,45.20000076293945,45.88999938964844
2024-07-10,45.27999877929688,45.09999847412109
2024-07-11,46.18999862670898,45.380001068115234
2024-07-12,46.41999816894531,46.7599983215332
2024-07-15,47.959999084472656,46.790000915527344
2024-07-16,48.720001220703125,47.5099983215332
2024-07-17,48.900001525878906,48.75
2024-07-18,48.720001220703125,48.77000045776367
2024-07-19,49.66999816894531,49.47999954223633
2024-07-22,49.43999862670898,49.34000015258789
2024-07-23,49.04999923706055,49.290000915527344
2024-07-24,48.02999877929688,49.09999847412109
2024-07-25,48.22999954223633,47.72999954223633
2024-07-26,48.83000183105469,48.790000915527344
2024-07-29,47.86000061035156,48.18000030517578
2024-07-30,47.61000061035156,47.540000915527344
2024-07-31,48.290000915527344,48.130001068115234
2024-08-01,46.65999984741211,48.27999877929688
2024-08-02,44.93000030517578,45.97999954223633
2024-08-05,43.77000045776367,43.47999954223633
2024-08-06,43.400001525878906,43.79999923706055
2024-08-07,42.86000061035156,43.9900016784668
2024-08-08,43.68999862670898,42.97999954223633
2024-08-09,43.54999923706055,43.47999954223633
2024-08-12,43.900001525878906,43.84000015258789
2024-08-13,43.77000045776367,43.59999847412109
2024-08-14,43.77999877929688,44.0
2024-08-15,45.040000915527344,44.470001220703125
2024-08-16,44.77999877929688,44.56999969482422
2024-08-19,45.36000061035156,45.13999938964844
2024-08-20,44.02999877929688,45.220001220703125
2024-08-21,44.20000076293945,44.540000915527344
2024-08-22,44.119998931884766,44.25
2024-08-23,45.119998931884766,44.5
2024-08-26,45.59999847412109,46.0
2024-08-27,45.040000915527344,45.45000076293945
2024-08-28,43.7400016784668,43.959999084472656
2024-08-29,44.18000030517578,44.2400016784668
2024-08-30,43.9900016784668,43.81999969482422
2024-09-03,42.290000915527344,43.15999984741211
2024-09-04,41.31999969482422,42.040000915527344
2024-09-05,41.220001220703125,41.68999862670898
2024-09-06,40.619998931884766,41.20000076293945
2024-09-09,40.40999984741211,40.79999923706055
2024-09-10,39.59000015258789,40.47999954223633
2024-09-11,39.56999969482422,39.560001373291016
2024-09-12,39.79999923706055,39.75
2024-09-13,39.959999084472656,40.11000061035156
2024-09-16,40.400001525878906,40.79999923706055
2024-09-17,41.5,40.52999877929688
2024-09-18,41.41999816894531,41.52000045776367
2024-09-19,42.75,42.70000076293945
2024-09-20,42.40999984741211,42.88999938964844
2024-09-23,42.900001525878906,42.54999923706055
2024-09-24,42.97999954223633,43.84000015258789
2024-09-25,41.810001373291016,42.79999923706055
2024-09-26,41.16999816894531,41.08000183105469
2024-09-27,42.290000915527344,41.70000076293945
2024-09-30,41.95000076293945,41.970001220703125
2024-10-01,43.13999938964844,41.75
2024-10-02,43.93999862670898,43.459999084472656
2024-10-03,44.88999938964844,43.93999862670898
2024-10-04,45.459999084472656,45.52999877929688
2024-10-07,45.59000015258789,45.59999847412109
2024-10-08,44.13999938964844,44.95000076293945
2024-10-09,44.209999084472656,43.77999877929688
2024-10-10,44.59999847412109,44.58000183105469
2024-10-11,44.77999877929688,44.31999969482422
2024-10-14,44.70000076293945,44.38999938964844
2024-10-15,42.95000076293945,43.56999969482422
2024-10-16,43.68000030517578,43.38999938964844
2024-10-17,43.9900016784668,43.5
2024-10-18,41.91999816894531,43.9900016784668
2024-10-21,42.43000030517578,42.08000183105469
2024-10-22,41.93000030517578,42.72999954223633
2024-10-23,42.130001068115234,41.880001068115234
2024-10-24,41.25,41.900001525878906
2024-10-25,41.7400016784668,41.54999923706055
","date,30-day,open
2024-05-28,46.52480150099879,46.540000915527344
2024-05-29,46.2091741072081,46.0
2024-05-30,45.932441859003575,45.59999847412109
2024-05-31,45.753634584154064,45.65999984741211
2024-06-03,45.27633460955623,46.150001525878906
2024-06-04,44.74864119203401,43.75
2024-06-05,44.25935025251248,43.619998931884766
2024-06-06,43.9260420342518,43.06999969482422
2024-06-07,43.80781264179989,43.43000030517578
2024-06-10,43.79449779963225,44.54999923706055
2024-06-11,43.791090683015234,44.58000183105469
2024-06-12,43.75420453008047,45.41999816894531
2024-06-13,43.56975602523815,44.43999862670898
2024-06-14,43.27233543023235,43.459999084472656
2024-06-17,43.137345080635185,43.09999847412109
2024-06-18,43.17724414359352,44.27999877929688
2024-06-20,43.40794145583669,44.43999862670898
2024-06-21,43.656132257093304,45.66999816894531
2024-06-24,44.21236099667602,45.93999862670898
2024-06-25,44.713983561256384,46.97999954223633
2024-06-26,44.92496972338694,47.34999847412109
2024-06-27,45.255787243007994,46.47999954223633
2024-06-28,45.57993518137234,47.25
2024-07-01,45.757586448627976,47.47999954223633
2024-07-02,45.93497666894956,47.02000045776367
2024-07-03,46.204029928098834,47.02000045776367
2024-07-05,46.22803435002829,47.18000030517578
2024-07-08,46.26742249284025,46.0099983215332
2024-07-09,46.11340509465636,45.88999938964844
2024-07-10,45.99330898558214,45.09999847412109
2024-07-11,46.05368695386202,45.380001068115234
2024-07-12,46.148698754721664,46.7599983215332
2024-07-15,46.51129264388145,46.790000915527344
2024-07-16,46.96596980311282,47.5099983215332
2024-07-17,47.39498071836344,48.75
2024-07-18,47.735129059941116,48.77000045776367
2024-07-19,48.20147933877147,49.47999954223633
2024-07-22,48.5633525732275,49.34000015258789
2024-07-23,48.80384339853174,49.290000915527344
2024-07-24,48.82325582376291,49.09999847412109
2024-07-25,48.87026680064239,47.72999954223633
2024-07-26,49.01406041471831,48.790000915527344
2024-07-29,48.95780067710027,48.18000030517578
2024-07-30,48.85710708466922,47.540000915527344
2024-07-31,48.886554623137926,48.130001068115234
2024-08-01,48.611286273529096,48.27999877929688
2024-08-02,48.051710492457005,45.97999954223633
2024-08-05,47.34791396904697,43.47999954223633
2024-08-06,46.662886656786746,43.79999923706055
2024-08-07,45.965287044082174,43.9900016784668
2024-08-08,45.50686608396486,42.97999954223633
2024-08-09,45.083272567930536,43.47999954223633
2024-08-12,44.78002039401844,43.84000015258789
2024-08-13,44.495819117916156,43.59999847412109
2024-08-14,44.25424809169885,44.0
2024-08-15,44.27711916090441,44.470001220703125
2024-08-16,44.25584726409102,44.56999969482422
2024-08-19,44.3480426520257,45.13999938964844
2024-08-20,44.19289047131282,45.220001220703125
2024-08-21,44.09315473000088,44.540000915527344
2024-08-22,43.996705630020315,44.25
2024-08-23,44.09901351573806,44.5
2024-08-26,44.280747668696655,46.0
2024-08-27,44.34284164099931,45.45000076293945
2024-08-28,44.1655585952798,43.959999084472656
2024-08-29,44.09428779984017,44.2400016784668
2024-08-30,44.001701346095714,43.81999969482422
2024-09-03,43.61668860719026,43.15999984741211
2024-09-04,43.10857572462671,42.040000915527344
2024-09-05,42.651442150469734,41.68999862670898
2024-09-06,42.14926149208968,41.20000076293945
2024-09-09,41.679341763918075,40.79999923706055
2024-09-10,41.12798688900952,40.47999954223633
2024-09-11,40.651404013532066,39.560001373291016
2024-09-12,40.286532943642975,39.75
2024-09-13,40.00740194771304,40.11000061035156
2024-09-16,39.85447148328155,40.79999923706055
2024-09-17,39.93176664693439,40.52999877929688
2024-09-18,39.99621361617077,41.52000045776367
2024-09-19,40.30447420940813,42.70000076293945
2024-09-20,40.52238281201433,42.88999938964844
2024-09-23,40.81066705193685,42.54999923706055
2024-09-24,41.08519135495578,43.84000015258789
2024-09-25,41.119973340271336,42.79999923706055
2024-09-26,41.04037769145744,41.08000183105469
2024-09-27,41.179624240024516,41.70000076293945
2024-09-30,41.24530625267492,41.970001220703125
2024-10-01,41.52353912446227,41.75
2024-10-02,41.91639206578345,43.459999084472656
2024-10-03,42.435689572658966,43.93999862670898
2024-10-04,42.99540383550242,45.52999877929688
2024-10-07,43.50920591196734,45.59999847412109
2024-10-08,43.694891812070615,44.95000076293945
2024-10-09,43.86815360610595,43.77999877929688
2024-10-10,44.088127503966554,44.58000183105469
2024-10-11,44.310433330554304,44.31999969482422
2024-10-14,44.48712330788467,44.38999938964844
2024-10-15,44.32063737405762,43.56999969482422
2024-10-16,44.30361081150033,43.38999938964844
2024-10-17,44.34154336097389,43.5
2024-10-18,43.996059965168286,43.9900016784668
2024-10-21,43.78335228531991,42.08000183105469
2024-10-22,43.50447338850166,42.72999954223633
2024-10-23,43.29528800359364,41.880001068115234
2024-10-24,42.95189876999895,41.900001525878906
2024-10-25,42.74019387624397,41.54999923706055
"
3311,US,technical,"From January 19, 2022 to February 20, 2022, what proportion of days had Zebra Technologies's close price greater than its 60-day Triple Exponential Moving Average line? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",51.9417,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2020-08-14,286.0299987792969,284.7799987792969
2020-08-17,286.739990234375,288.489990234375
2020-08-18,281.9599914550781,278.6099853515625
2020-08-19,283.1300048828125,282.9200134277344
2020-08-20,276.54998779296875,282.5599975585937
2020-08-21,275.3299865722656,277.4100036621094
2020-08-24,275.3900146484375,279.3699951171875
2020-08-25,277.8599853515625,276.2200012207031
2020-08-26,284.739990234375,278.2099914550781
2020-08-27,277.260009765625,287.2300109863281
2020-08-28,280.1600036621094,278.29998779296875
2020-08-31,286.5299987792969,281.2900085449219
2020-09-01,287.1600036621094,287.29998779296875
2020-09-02,294.3599853515625,289.1600036621094
2020-09-03,269.25,291.1600036621094
2020-09-04,260.54998779296875,268.8500061035156
2020-09-08,249.25999450683597,254.5500030517578
2020-09-09,255.1100006103516,260.2799987792969
2020-09-10,249.44000244140625,255.0
2020-09-11,249.9600067138672,252.5800018310547
2020-09-14,251.25999450683597,253.42999267578125
2020-09-15,257.4599914550781,254.17999267578125
2020-09-16,254.1499938964844,260.1000061035156
2020-09-17,256.17999267578125,250.72999572753903
2020-09-18,256.1499938964844,255.9499969482422
2020-09-21,248.72999572753903,251.0200042724609
2020-09-22,252.27999877929688,251.0
2020-09-23,249.5800018310547,253.8600006103516
2020-09-24,250.6699981689453,247.30999755859372
2020-09-25,257.4599914550781,251.91000366210935
2020-09-28,260.5599975585937,261.0599975585937
2020-09-29,258.9200134277344,262.2099914550781
2020-09-30,252.4600067138672,258.07000732421875
2020-10-01,258.4800109863281,256.8099975585937
2020-10-02,258.8099975585937,252.5200042724609
2020-10-05,268.010009765625,261.0899963378906
2020-10-06,269.9700012207031,267.1400146484375
2020-10-07,276.5799865722656,274.010009765625
2020-10-08,279.0899963378906,277.7300109863281
2020-10-09,284.0,281.6300048828125
2020-10-12,288.25,287.239990234375
2020-10-13,286.7300109863281,288.8299865722656
2020-10-14,284.7699890136719,288.6499938964844
2020-10-15,287.3099975585937,280.3800048828125
2020-10-16,293.0,289.9599914550781
2020-10-19,291.57000732421875,292.20001220703125
2020-10-20,294.8299865722656,293.239990234375
2020-10-21,291.8599853515625,295.2900085449219
2020-10-22,300.9100036621094,293.79998779296875
2020-10-23,303.7200012207031,303.0
2020-10-26,295.1000061035156,299.8999938964844
2020-10-27,289.2799987792969,295.0799865722656
2020-10-28,285.20001220703125,284.4700012207031
2020-10-29,291.9700012207031,284.7200012207031
2020-10-30,283.6400146484375,290.0
2020-11-02,293.07000732421875,289.4100036621094
2020-11-03,319.2200012207031,314.8999938964844
2020-11-04,329.17999267578125,320.4200134277344
2020-11-05,340.1199951171875,333.8299865722656
2020-11-06,346.42999267578125,340.17999267578125
2020-11-09,352.7099914550781,356.989990234375
2020-11-10,345.0199890136719,352.54998779296875
2020-11-11,356.2699890136719,348.6700134277344
2020-11-12,340.7799987792969,353.6700134277344
2020-11-13,345.8599853515625,344.3500061035156
2020-11-16,345.9800109863281,347.94000244140625
2020-11-17,340.7900085449219,341.7699890136719
2020-11-18,337.5799865722656,343.1199951171875
2020-11-19,358.3900146484375,336.010009765625
2020-11-20,354.989990234375,363.4200134277344
2020-11-23,362.6900024414063,367.1000061035156
2020-11-24,373.4700012207031,368.8299865722656
2020-11-25,372.7300109863281,375.6900024414063
2020-11-27,377.0,377.0199890136719
2020-11-30,378.4200134277344,378.4800109863281
2020-12-01,372.1700134277344,381.6300048828125
2020-12-02,367.2099914550781,370.7099914550781
2020-12-03,372.3699951171875,368.0
2020-12-04,378.4700012207031,376.0199890136719
2020-12-07,373.8299865722656,378.2799987792969
2020-12-08,375.8399963378906,373.6300048828125
2020-12-09,376.8699951171875,377.8999938964844
2020-12-10,375.1400146484375,372.80999755859375
2020-12-11,377.55999755859375,372.7799987792969
2020-12-14,383.4599914550781,379.8399963378906
2020-12-15,383.4500122070313,388.0700073242188
2020-12-16,377.4100036621094,382.1099853515625
2020-12-17,375.4299926757813,378.0
2020-12-18,373.0,377.4299926757813
2020-12-21,375.9100036621094,366.0
2020-12-22,379.9599914550781,377.5
2020-12-23,379.739990234375,382.6099853515625
2020-12-24,376.8900146484375,382.2799987792969
2020-12-28,382.5899963378906,380.4700012207031
2020-12-29,378.0400085449219,384.6900024414063
2020-12-30,383.75,380.6900024414063
2020-12-31,384.3299865722656,383.7200012207031
2021-01-04,378.1300048828125,385.75
2021-01-05,380.5700073242188,376.510009765625
2021-01-06,394.8200073242188,377.2200012207031
2021-01-07,409.1000061035156,395.8999938964844
2021-01-08,405.4700012207031,410.0
2021-01-11,413.7900085449219,402.1199951171875
2021-01-12,407.9500122070313,410.6700134277344
2021-01-13,412.4500122070313,409.2000122070313
2021-01-14,411.9800109863281,413.6199951171875
2021-01-15,409.2200012207031,410.739990234375
2021-01-19,405.8399963378906,417.1000061035156
2021-01-20,406.5499877929688,409.4700012207031
2021-01-21,406.2000122070313,407.510009765625
2021-01-22,408.8399963378906,405.3999938964844
2021-01-25,402.6300048828125,409.2300109863281
2021-01-26,395.1600036621094,403.1799926757813
2021-01-27,391.3599853515625,392.989990234375
2021-01-28,393.0299987792969,391.0499877929688
2021-01-29,387.8299865722656,390.30999755859375
2021-02-01,397.3299865722656,391.6700134277344
2021-02-02,405.1900024414063,396.3800048828125
2021-02-03,403.6900024414063,411.0
2021-02-04,407.3399963378906,404.4700012207031
2021-02-05,407.1099853515625,409.2699890136719
2021-02-08,420.30999755859375,411.9599914550781
2021-02-09,425.2699890136719,419.5199890136719
2021-02-10,427.4700012207031,425.8800048828125
2021-02-11,470.0799865722656,445.5299987792969
2021-02-12,477.739990234375,470.4599914550781
2021-02-16,486.010009765625,478.1199951171875
2021-02-17,479.5799865722656,482.4800109863281
2021-02-18,477.6499938964844,471.8599853515625
2021-02-19,490.9400024414063,483.9200134277344
2021-02-22,488.30999755859375,486.25
2021-02-23,498.0199890136719,482.6000061035156
2021-02-24,512.6900024414062,493.7300109863281
2021-02-25,497.6199951171875,511.30999755859375
2021-02-26,499.4299926757813,498.6300048828125
2021-03-01,511.4800109863281,508.30999755859375
2021-03-02,501.6199951171875,516.7899780273438
2021-03-03,489.5499877929688,500.2699890136719
2021-03-04,479.6400146484375,485.9700012207031
2021-03-05,478.1499938964844,484.80999755859375
2021-03-08,460.6400146484375,478.1400146484375
2021-03-09,468.3500061035156,468.6199951171875
2021-03-10,470.510009765625,476.3399963378906
2021-03-11,480.75,476.8800048828125
2021-03-12,472.8500061035156,477.5
2021-03-15,478.1099853515625,473.3800048828125
2021-03-16,473.8999938964844,481.1900024414063
2021-03-17,473.2799987792969,474.4200134277344
2021-03-18,461.1099853515625,471.8200073242188
2021-03-19,459.9500122070313,462.5899963378906
2021-03-22,463.7699890136719,459.6300048828125
2021-03-23,462.6499938964844,475.80999755859375
2021-03-24,463.80999755859375,463.3399963378906
2021-03-25,461.260009765625,457.75
2021-03-26,476.9599914550781,462.9100036621094
2021-03-29,467.0700073242188,473.6499938964844
2021-03-30,474.8299865722656,462.7799987792969
2021-03-31,485.1799926757813,475.5799865722656
2021-04-01,491.7799987792969,489.9200134277344
2021-04-05,492.7999877929688,492.1900024414063
2021-04-06,491.1600036621094,492.7999877929688
2021-04-07,485.30999755859375,488.1000061035156
2021-04-08,502.8999938964844,490.6799926757813
2021-04-09,507.510009765625,498.8999938964844
2021-04-12,505.5,507.8299865722656
2021-04-13,504.55999755859375,510.0799865722656
2021-04-14,500.6499938964844,503.6300048828125
2021-04-15,507.8500061035156,504.3599853515625
2021-04-16,513.489990234375,510.9200134277344
2021-04-19,509.6300048828125,513.489990234375
2021-04-20,499.55999755859375,505.3900146484375
2021-04-21,491.3699951171875,486.80999755859375
2021-04-22,487.3500061035156,496.0299987792969
2021-04-23,497.4100036621094,491.6199951171875
2021-04-26,498.5,498.3999938964844
2021-04-27,501.75,498.6000061035156
2021-04-28,496.6000061035156,499.6099853515625
2021-04-29,496.6300048828125,500.0
2021-04-30,487.739990234375,491.0299987792969
2021-05-03,479.0499877929688,492.1300048828125
2021-05-04,470.6199951171875,478.05999755859375
2021-05-05,482.4200134277344,483.6199951171875
2021-05-06,471.4100036621094,475.3200073242188
2021-05-07,488.5799865722656,471.4100036621094
2021-05-10,484.0400085449219,486.7900085449219
2021-05-11,485.6700134277344,473.7300109863281
2021-05-12,464.3900146484375,478.4599914550781
2021-05-13,471.9700012207031,466.1799926757813
2021-05-14,486.7300109863281,476.8399963378906
2021-05-17,482.010009765625,482.8299865722656
2021-05-18,477.5499877929688,486.1700134277344
2021-05-19,484.7200012207031,468.80999755859375
2021-05-20,493.8800048828125,484.989990234375
2021-05-21,494.3299865722656,496.6400146484375
2021-05-24,501.6199951171875,498.3800048828125
2021-05-25,501.9200134277344,504.0
2021-05-26,501.3299865722656,504.0199890136719
2021-05-27,498.1000061035156,501.05999755859375
2021-05-28,497.0499877929688,498.9700012207031
2021-06-01,502.9200134277344,502.0700073242188
2021-06-02,504.7699890136719,501.8699951171875
2021-06-03,506.0400085449219,503.989990234375
2021-06-04,516.5700073242188,509.9400024414063
2021-06-07,506.1799926757813,516.5
2021-06-08,505.5700073242188,505.3999938964844
2021-06-09,505.3500061035156,508.05999755859375
2021-06-10,508.6300048828125,506.6700134277344
2021-06-11,508.4800109863281,511.0199890136719
2021-06-14,509.9200134277344,509.1000061035156
2021-06-15,506.1000061035156,509.9200134277344
2021-06-16,506.7000122070313,506.8699951171875
2021-06-17,502.0899963378906,506.6099853515625
2021-06-18,493.4299926757813,499.25
2021-06-21,504.1300048828125,494.3900146484375
2021-06-22,506.4400024414063,501.8900146484375
2021-06-23,502.8800048828125,504.4800109863281
2021-06-24,510.3900146484375,505.30999755859375
2021-06-25,510.6499938964844,513.1699829101562
2021-06-28,527.1300048828125,511.9200134277344
2021-06-29,536.0599975585938,529.6900024414062
2021-06-30,529.489990234375,535.8200073242188
2021-07-01,532.02001953125,530.0
2021-07-02,539.9400024414062,537.010009765625
2021-07-06,544.3499755859375,540.6900024414062
2021-07-07,546.6500244140625,546.4500122070312
2021-07-08,539.8400268554688,539.219970703125
2021-07-09,547.72998046875,542.469970703125
2021-07-12,548.0999755859375,548.7899780273438
2021-07-13,533.6199951171875,546.3599853515625
2021-07-14,530.1400146484375,537.739990234375
2021-07-15,522.6199951171875,528.8599853515625
2021-07-16,518.3300170898438,523.7000122070312
2021-07-19,506.9100036621094,509.5899963378906
2021-07-20,519.6699829101562,510.9800109863281
2021-07-21,533.77001953125,520.6400146484375
2021-07-22,536.219970703125,534.0
2021-07-23,548.6099853515625,540.6400146484375
2021-07-26,545.3099975585938,550.0
2021-07-27,540.1799926757812,543.260009765625
2021-07-28,545.739990234375,539.5
2021-07-29,548.0999755859375,548.0
2021-07-30,552.47998046875,545.2999877929688
2021-08-02,550.969970703125,555.0
2021-08-03,546.739990234375,559.489990234375
2021-08-04,560.0,547.5599975585938
2021-08-05,569.219970703125,560.0
2021-08-06,562.27001953125,565.0599975585938
2021-08-09,563.97998046875,562.3099975585938
2021-08-10,567.1099853515625,565.0
2021-08-11,569.5399780273438,567.9099731445312
2021-08-12,568.4000244140625,568.969970703125
2021-08-13,571.0700073242188,568.0
2021-08-16,572.8900146484375,570.5399780273438
2021-08-17,562.6799926757812,569.3400268554688
2021-08-18,557.1799926757812,559.6799926757812
2021-08-19,562.719970703125,552.9099731445312
2021-08-20,571.489990234375,563.1799926757812
2021-08-23,578.8900146484375,574.3300170898438
2021-08-24,578.7100219726562,580.3099975585938
2021-08-25,584.1099853515625,577.8400268554688
2021-08-26,578.9099731445312,584.6199951171875
2021-08-27,587.9600219726562,581.0900268554688
2021-08-30,584.780029296875,591.9000244140625
2021-08-31,587.1699829101562,585.0700073242188
2021-09-01,582.780029296875,592.47998046875
2021-09-02,588.25,588.3599853515625
2021-09-03,590.5999755859375,589.0
2021-09-07,581.1400146484375,593.5800170898438
2021-09-08,579.75,582.030029296875
2021-09-09,577.469970703125,578.489990234375
2021-09-10,580.6300048828125,582.0700073242188
2021-09-13,579.9000244140625,587.6900024414062
2021-09-14,576.7899780273438,579.6699829101562
2021-09-15,580.97998046875,576.7899780273438
2021-09-16,584.760009765625,578.5999755859375
2021-09-17,569.1500244140625,583.47998046875
2021-09-20,551.9000244140625,559.760009765625
2021-09-21,543.0,555.4400024414062
2021-09-22,547.5800170898438,543.1400146484375
2021-09-23,553.4600219726562,555.4299926757812
2021-09-24,559.47998046875,548.8200073242188
2021-09-27,548.5800170898438,556.0
2021-09-28,531.1799926757812,542.5999755859375
2021-09-29,525.6699829101562,533.5
2021-09-30,515.4199829101562,530.510009765625
2021-10-01,510.9800109863281,517.6199951171875
2021-10-04,502.3200073242188,509.0400085449219
2021-10-05,506.8900146484375,503.9100036621094
2021-10-06,506.3900146484375,501.0499877929688
2021-10-07,504.4100036621094,512.010009765625
2021-10-08,498.7300109863281,504.5
2021-10-11,493.1300048828125,497.260009765625
2021-10-12,494.5400085449219,495.9599914550781
2021-10-13,496.8599853515625,499.30999755859375
2021-10-14,511.3500061035156,500.6900024414063
2021-10-15,515.8300170898438,514.8200073242188
2021-10-18,526.9199829101562,513.3800048828125
2021-10-19,528.6300048828125,530.030029296875
2021-10-20,527.0599975585938,530.5499877929688
2021-10-21,533.6099853515625,526.27001953125
2021-10-22,527.9199829101562,534.5999755859375
2021-10-25,532.4600219726562,528.52001953125
2021-10-26,525.4099731445312,536.0499877929688
2021-10-27,517.8400268554688,525.4099731445312
2021-10-28,532.0599975585938,521.8400268554688
2021-10-29,533.9500122070312,528.27001953125
2021-11-01,542.5900268554688,533.4500122070312
2021-11-02,585.5499877929688,549.9000244140625
2021-11-03,578.489990234375,580.6900024414062
2021-11-04,597.4099731445312,579.3800048828125
2021-11-05,607.5,598.0
2021-11-08,596.8099975585938,612.22998046875
2021-11-09,595.719970703125,597.719970703125
2021-11-10,581.7999877929688,592.0
2021-11-11,585.0599975585938,585.3300170898438
2021-11-12,591.8400268554688,587.4099731445312
2021-11-15,590.760009765625,594.2899780273438
2021-11-16,605.0,589.0499877929688
2021-11-17,605.8300170898438,606.5599975585938
2021-11-18,606.9600219726562,606.8800048828125
2021-11-19,596.75,608.6699829101562
2021-11-22,602.969970703125,607.9000244140625
2021-11-23,598.739990234375,598.4000244140625
2021-11-24,598.02001953125,596.989990234375
2021-11-26,590.719970703125,595.6400146484375
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2022-02-17,423.5,426.6799926757813
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2022-02-04,503.2091908632822,503.0899963378906
2022-02-07,500.76260588128764,498.3399963378906
2022-02-08,497.88479817048494,491.7000122070313
2022-02-09,496.599501668759,506.0199890136719
2022-02-10,491.6930849984939,466.6300048828125
2022-02-11,484.7804896732839,441.739990234375
2022-02-14,476.90520952094664,426.4200134277344
2022-02-15,470.4024733708226,434.9400024414063
2022-02-16,463.99910904934336,430.9700012207031
2022-02-17,457.3590726800394,423.5
2022-02-18,450.908408715056,420.30999755859375
"
3312,US,technical,"During July 28, 2023 to December 31, 2023, what percentage of trading days had Viatris's open less the 60-day Triple Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",55.6701,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2022-02-18,14.710000038146973,14.729999542236328
2022-02-22,14.550000190734863,14.5600004196167
2022-02-23,14.31999969482422,14.550000190734863
2022-02-24,13.93000030517578,13.859999656677246
2022-02-25,14.539999961853027,14.029999732971191
2022-02-28,11.010000228881836,13.720000267028809
2022-03-01,10.149999618530272,11.15999984741211
2022-03-02,10.479999542236328,10.140000343322754
2022-03-03,10.40999984741211,10.40999984741211
2022-03-04,10.199999809265137,10.130000114440918
2022-03-07,9.880000114440918,10.0
2022-03-08,9.949999809265137,9.880000114440918
2022-03-09,10.279999732971191,10.119999885559082
2022-03-10,10.119999885559082,10.0600004196167
2022-03-11,10.020000457763672,10.149999618530272
2022-03-14,9.8100004196167,10.15999984741211
2022-03-15,9.960000038146973,9.800000190734863
2022-03-16,10.390000343322754,10.109999656677246
2022-03-17,10.640000343322754,10.260000228881836
2022-03-18,10.65999984741211,10.510000228881836
2022-03-21,10.770000457763672,10.579999923706056
2022-03-22,10.850000381469728,10.8100004196167
2022-03-23,10.880000114440918,10.739999771118164
2022-03-24,10.949999809265137,10.93000030517578
2022-03-25,11.1899995803833,10.970000267028809
2022-03-28,10.899999618530272,11.149999618530272
2022-03-29,11.18000030517578,10.93000030517578
2022-03-30,10.989999771118164,11.109999656677246
2022-03-31,10.880000114440918,11.0
2022-04-01,10.81999969482422,10.960000038146973
2022-04-04,10.850000381469728,10.81999969482422
2022-04-05,10.670000076293944,10.779999732971191
2022-04-06,10.6899995803833,10.579999923706056
2022-04-07,10.8100004196167,10.65999984741211
2022-04-08,11.039999961853027,10.800000190734863
2022-04-11,10.699999809265137,11.0
2022-04-12,10.670000076293944,10.720000267028809
2022-04-13,10.989999771118164,10.710000038146973
2022-04-14,10.960000038146973,10.989999771118164
2022-04-18,10.710000038146973,10.9399995803833
2022-04-19,10.920000076293944,10.720000267028809
2022-04-20,10.84000015258789,10.880000114440918
2022-04-21,10.649999618530272,10.880000114440918
2022-04-22,10.279999732971191,10.68000030517578
2022-04-25,10.390000343322754,10.229999542236328
2022-04-26,10.289999961853027,10.31999969482422
2022-04-27,10.359999656677246,10.31999969482422
2022-04-28,10.489999771118164,10.380000114440918
2022-04-29,10.329999923706056,10.449999809265137
2022-05-02,10.210000038146973,10.350000381469728
2022-05-03,10.399999618530272,10.239999771118164
2022-05-04,10.520000457763672,10.390000343322754
2022-05-05,10.050000190734863,10.449999809265137
2022-05-06,9.949999809265137,10.039999961853027
2022-05-09,10.479999542236328,10.130000114440918
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2022-05-11,10.390000343322754,10.43000030517578
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2023-10-02,10.04365340575181,10.289999961853027
2023-10-03,9.996668095037355,9.920000076293944
2023-10-04,9.95766723745097,9.609999656677246
2023-10-05,9.920452315011588,9.699999809265137
2023-10-06,9.883027711523695,9.65999984741211
2023-10-09,9.848284046669246,9.65999984741211
2023-10-10,9.812262299112232,9.75
2023-10-11,9.785533552887625,9.619999885559082
2023-10-12,9.73896392612093,9.68000030517578
2023-10-13,9.68337028370448,9.4399995803833
2023-10-16,9.645060486991547,9.369999885559082
2023-10-17,9.605815113877242,9.380000114440918
2023-10-18,9.563811164325466,9.329999923706056
2023-10-19,9.519247665596987,9.359999656677246
2023-10-20,9.477070620968767,9.34000015258789
2023-10-23,9.401934923701948,9.010000228881836
2023-10-24,9.350246034255415,8.960000038146973
2023-10-25,9.289120104554744,9.06999969482422
2023-10-26,9.23442246557508,8.979999542236328
2023-10-27,9.162927426101314,8.989999771118164
2023-10-30,9.10335079734366,8.850000381469727
2023-10-31,9.054006021352034,8.880000114440918
2023-11-01,9.010452071643485,8.859999656677246
2023-11-02,8.971383389453697,8.979999542236328
2023-11-03,8.967932844399991,9.06999969482422
2023-11-06,8.959736229263447,9.25
2023-11-07,8.945187268210633,9.220000267028809
2023-11-08,8.94086964286291,9.5
2023-11-09,8.922324245453959,9.25
2023-11-10,8.919015004128607,9.100000381469728
2023-11-13,8.892837225539449,9.130000114440918
2023-11-14,8.894752252797682,9.100000381469728
2023-11-15,8.91057126519593,9.199999809265137
2023-11-16,8.907972248731339,9.40999984741211
2023-11-17,8.932856441152605,9.289999961853027
2023-11-20,8.958686833866903,9.40999984741211
2023-11-21,8.974904143368102,9.449999809265137
2023-11-22,8.989716145815361,9.359999656677246
2023-11-24,9.009853748924,9.390000343322754
2023-11-27,9.020674964874855,9.359999656677246
2023-11-28,9.012290888929073,9.31999969482422
2023-11-29,9.004011809003112,9.149999618530272
2023-11-30,9.001537041358398,9.149999618530272
2023-12-01,9.017809880092654,9.149999618530272
2023-12-04,9.063027117902996,9.31999969482422
2023-12-05,9.099126011922873,9.609999656677246
2023-12-06,9.140933382635227,9.640000343322754
2023-12-07,9.187094136622466,9.699999809265137
2023-12-08,9.237289261396468,9.770000457763672
2023-12-11,9.284556226490471,9.81999969482422
2023-12-12,9.332850665565115,9.859999656677246
2023-12-13,9.403005197313146,9.84000015258789
2023-12-14,9.493563857387562,10.199999809265137
2023-12-15,9.566985878952785,10.300000190734863
2023-12-18,9.619558244513751,10.300000190734863
2023-12-19,9.696358721644753,10.100000381469728
2023-12-20,9.77388910382294,10.420000076293944
2023-12-21,9.86537242186256,10.5
2023-12-22,9.950816551423097,10.670000076293944
2023-12-26,10.036261659222715,10.65999984741211
2023-12-27,10.121651134260379,10.699999809265137
2023-12-28,10.208836405938413,10.720000267028809
2023-12-29,10.288129366279149,10.81999969482422
"
3313,US,technical,"For Air Products from January 10, 2020 to March 21, 2020, what percentage of days had the close less than the 60-day Triple Exponential Moving Average line? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",37.931,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2018-08-06,160.9600067138672,158.9199981689453
2018-08-07,160.9199981689453,161.32000732421875
2018-08-08,160.64999389648438,161.27000427246094
2018-08-09,160.47999572753906,160.63999938964844
2018-08-10,157.8699951171875,159.91000366210938
2018-08-13,162.44000244140625,162.1999969482422
2018-08-14,164.3300018310547,162.89999389648438
2018-08-15,164.2100067138672,163.1199951171875
2018-08-16,164.72000122070312,164.92999267578125
2018-08-17,166.61000061035156,164.2899932861328
2018-08-20,166.99000549316406,166.3000030517578
2018-08-21,166.10000610351562,167.60000610351562
2018-08-22,164.36000061035156,166.1199951171875
2018-08-23,164.4199981689453,164.35000610351562
2018-08-24,165.97000122070312,164.7899932861328
2018-08-27,167.2899932861328,166.52999877929688
2018-08-28,167.00999450683594,167.4199981689453
2018-08-29,168.2899932861328,168.36000061035156
2018-08-30,166.72999572753906,167.55999755859375
2018-08-31,166.2899932861328,166.75
2018-09-04,164.33999633789062,166.11000061035156
2018-09-05,165.38999938964844,164.55999755859375
2018-09-06,166.05999755859375,165.3000030517578
2018-09-07,164.85000610351562,165.64999389648438
2018-09-10,166.05999755859375,165.85000610351562
2018-09-11,166.63999938964844,165.60000610351562
2018-09-12,166.24000549316406,166.36000061035156
2018-09-13,167.6300048828125,167.0399932861328
2018-09-14,168.61000061035156,168.2899932861328
2018-09-17,168.75,168.50999450683594
2018-09-18,168.69000244140625,169.22000122070312
2018-09-19,169.1699981689453,169.4499969482422
2018-09-20,170.4199981689453,169.60000610351562
2018-09-21,170.61000061035156,171.1699981689453
2018-09-24,169.85000610351562,170.49000549316406
2018-09-25,168.83999633789062,169.8699951171875
2018-09-26,167.8000030517578,168.64999389648438
2018-09-27,168.52000427246094,168.13999938964844
2018-09-28,167.0500030517578,167.0
2018-10-01,169.42999267578125,168.07000732421875
2018-10-02,170.22000122070312,169.6999969482422
2018-10-03,169.72999572753906,170.75
2018-10-04,169.6999969482422,169.05999755859375
2018-10-05,168.8800048828125,169.36000061035156
2018-10-08,169.27999877929688,168.47999572753906
2018-10-09,164.32000732421875,168.6199951171875
2018-10-10,160.60000610351562,164.52999877929688
2018-10-11,157.08999633789062,160.52999877929688
2018-10-12,158.27000427246094,159.30999755859375
2018-10-15,156.6999969482422,157.94000244140625
2018-10-16,159.69000244140625,157.10000610351562
2018-10-17,159.47999572753906,159.60000610351562
2018-10-18,156.69000244140625,159.97000122070312
2018-10-19,155.39999389648438,156.74000549316406
2018-10-22,153.3000030517578,156.0
2018-10-23,152.0399932861328,151.22999572753906
2018-10-24,148.91000366210938,151.63999938964844
2018-10-25,151.47999572753906,150.47999572753906
2018-10-26,149.42999267578125,149.74000549316406
2018-10-29,150.9600067138672,151.3300018310547
2018-10-30,153.77999877929688,151.05999755859375
2018-10-31,154.35000610351562,154.9600067138672
2018-11-01,155.3699951171875,155.25
2018-11-02,155.83999633789062,157.1999969482422
2018-11-05,157.3699951171875,156.32000732421875
2018-11-06,158.08999633789062,155.41000366210938
2018-11-07,160.97999572753906,159.25999450683594
2018-11-08,161.25,160.64999389648438
2018-11-09,159.89999389648438,160.41000366210938
2018-11-12,157.49000549316406,159.86000061035156
2018-11-13,158.0500030517578,157.92999267578125
2018-11-14,157.2100067138672,158.80999755859375
2018-11-15,160.63999938964844,156.0800018310547
2018-11-16,163.86000061035156,160.0399932861328
2018-11-19,159.88999938964844,163.50999450683594
2018-11-20,157.55999755859375,158.92999267578125
2018-11-21,159.17999267578125,158.69000244140625
2018-11-23,157.49000549316406,157.39999389648438
2018-11-26,158.5800018310547,158.6699981689453
2018-11-27,156.27000427246094,157.75
2018-11-28,158.66000366210938,157.05999755859375
2018-11-29,159.2100067138672,158.38999938964844
2018-11-30,160.8699951171875,158.7100067138672
2018-12-03,166.6199951171875,163.75999450683594
2018-12-04,163.9199981689453,165.58999633789062
2018-12-06,161.3699951171875,161.3699951171875
2018-12-07,157.16000366210938,161.47999572753906
2018-12-10,157.0800018310547,157.77999877929688
2018-12-11,155.92999267578125,159.44000244140625
2018-12-12,157.7100067138672,158.22000122070312
2018-12-13,157.27999877929688,158.02999877929688
2018-12-14,155.41000366210938,155.97999572753906
2018-12-17,153.80999755859375,155.6699981689453
2018-12-18,154.75999450683594,155.05999755859375
2018-12-19,154.10000610351562,154.7899932861328
2018-12-20,154.5399932861328,153.97000122070312
2018-12-21,155.19000244140625,154.5399932861328
2018-12-24,149.8800048828125,154.69000244140625
2018-12-26,156.9199981689453,150.57000732421875
2018-12-27,159.75,155.0
2018-12-28,160.6999969482422,160.8800048828125
2018-12-31,160.0500030517578,159.9499969482422
2019-01-02,159.58999633789062,157.38999938964844
2019-01-03,155.30999755859375,159.13999938964844
2019-01-04,161.61000061035156,158.07000732421875
2019-01-07,159.92999267578125,161.55999755859375
2019-01-08,158.08999633789062,158.35000610351562
2019-01-09,156.7899932861328,157.39999389648438
2019-01-10,157.1999969482422,156.5500030517578
2019-01-11,156.7899932861328,156.80999755859375
2019-01-14,155.1199951171875,155.75999450683594
2019-01-15,155.0800018310547,154.3699951171875
2019-01-16,154.6199951171875,155.07000732421875
2019-01-17,155.97999572753906,154.19000244140625
2019-01-18,158.6199951171875,157.00999450683594
2019-01-22,157.7100067138672,157.8699951171875
2019-01-23,156.14999389648438,157.72999572753906
2019-01-24,156.5,155.47000122070312
2019-01-25,160.91000366210938,160.0
2019-01-28,159.88999938964844,160.6699981689453
2019-01-29,163.24000549316406,160.4199981689453
2019-01-30,163.97999572753906,163.72999572753906
2019-01-31,164.38999938964844,161.77000427246094
2019-02-01,165.88999938964844,165.0
2019-02-04,166.8800048828125,165.75
2019-02-05,167.9199981689453,167.52999877929688
2019-02-06,169.91000366210938,168.00999450683594
2019-02-07,166.22000122070312,169.60000610351562
2019-02-08,165.89999389648438,165.16000366210938
2019-02-11,167.5399932861328,166.24000549316406
2019-02-12,171.32000732421875,169.25999450683594
2019-02-13,171.97000122070312,172.0
2019-02-14,171.6199951171875,170.9199981689453
2019-02-15,174.0800018310547,173.4600067138672
2019-02-19,175.11000061035156,173.27999877929688
2019-02-20,177.63999938964844,175.3000030517578
2019-02-21,178.6699981689453,177.52999877929688
2019-02-22,180.1199951171875,179.82000732421875
2019-02-25,181.1699981689453,180.4900054931641
2019-02-26,181.4499969482422,181.1199951171875
2019-02-27,181.6000061035156,181.17999267578125
2019-02-28,181.17999267578125,181.3000030517578
2019-03-01,180.10000610351562,182.4600067138672
2019-03-04,180.6999969482422,181.1300048828125
2019-03-05,179.2100067138672,179.8699951171875
2019-03-06,180.3000030517578,180.67999267578125
2019-03-07,179.64999389648438,180.4499969482422
2019-03-08,181.3600006103516,179.19000244140625
2019-03-11,183.9499969482422,182.2100067138672
2019-03-12,184.0500030517578,184.4199981689453
2019-03-13,185.1000061035156,184.5800018310547
2019-03-14,185.2100067138672,184.5
2019-03-15,184.8500061035156,185.19000244140625
2019-03-18,185.3699951171875,185.0200042724609
2019-03-19,184.8999938964844,186.44000244140625
2019-03-20,184.6499938964844,184.97000122070312
2019-03-21,187.19000244140625,184.2100067138672
2019-03-22,186.3000030517578,186.02999877929688
2019-03-25,185.9199981689453,186.3500061035156
2019-03-26,187.16000366210935,187.02999877929688
2019-03-27,187.6499938964844,187.3999938964844
2019-03-28,190.1699981689453,188.72000122070312
2019-03-29,190.9600067138672,189.0800018310547
2019-04-01,191.4900054931641,192.1499938964844
2019-04-02,190.47999572753903,191.3000030517578
2019-04-03,191.72000122070312,191.8600006103516
2019-04-04,191.7700042724609,192.19000244140625
2019-04-05,193.19000244140625,192.25
2019-04-08,193.02999877929688,193.5500030517578
2019-04-09,192.27999877929688,191.92999267578125
2019-04-10,193.0399932861328,192.8800048828125
2019-04-11,193.5500030517578,192.4900054931641
2019-04-12,194.16000366210935,194.44000244140625
2019-04-15,193.92999267578125,193.3000030517578
2019-04-16,197.1000061035156,194.52999877929688
2019-04-17,197.75,198.13999938964844
2019-04-18,198.1000061035156,198.07000732421875
2019-04-22,196.6199951171875,197.42999267578125
2019-04-23,196.6699981689453,196.58999633789065
2019-04-24,199.4199981689453,197.4499969482422
2019-04-25,199.6000061035156,199.41000366210935
2019-04-26,202.57000732421875,200.3300018310547
2019-04-29,203.57000732421875,203.0
2019-04-30,205.7899932861328,204.3500061035156
2019-05-01,202.1499938964844,206.72000122070312
2019-05-02,207.6499938964844,202.4600067138672
2019-05-03,209.5800018310547,207.5
2019-05-06,205.9900054931641,207.2899932861328
2019-05-07,201.1699981689453,204.07000732421875
2019-05-08,205.30999755859372,200.2899932861328
2019-05-09,204.44000244140625,203.0
2019-05-10,208.2899932861328,204.1999969482422
2019-05-13,204.5500030517578,203.8000030517578
2019-05-14,205.7700042724609,205.38999938964844
2019-05-15,205.0200042724609,203.88999938964844
2019-05-16,209.42999267578125,207.0500030517578
2019-05-17,209.9199981689453,208.57000732421875
2019-05-20,205.41000366210935,208.9199981689453
2019-05-21,206.97999572753903,206.75
2019-05-22,206.25999450683597,206.3000030517578
2019-05-23,204.2100067138672,204.80999755859372
2019-05-24,204.4900054931641,206.8699951171875
2019-05-28,202.2400054931641,205.22000122070312
2019-05-29,202.97999572753903,200.7100067138672
2019-05-30,204.2400054931641,203.05999755859372
2019-05-31,203.58999633789065,202.47000122070312
2019-06-03,208.9600067138672,204.17999267578125
2019-06-04,213.6499938964844,209.9499969482422
2019-06-05,217.27999877929688,214.8999938964844
2019-06-06,221.4900054931641,217.82000732421875
2019-06-07,223.05999755859372,221.94000244140625
2019-06-10,221.3300018310547,224.2899932861328
2019-06-11,219.0500030517578,222.9900054931641
2019-06-12,219.9499969482422,219.2899932861328
2019-06-13,220.17999267578125,220.5500030517578
2019-06-14,219.25,220.27999877929688
2019-06-17,216.8699951171875,219.3999938964844
2019-06-18,218.9199981689453,218.3800048828125
2019-06-19,220.38999938964844,218.77999877929688
2019-06-20,222.0500030517578,222.1000061035156
2019-06-21,222.13999938964844,222.42999267578125
2019-06-24,223.63999938964844,222.7700042724609
2019-06-25,224.6999969482422,224.1999969482422
2019-06-26,223.92999267578125,224.9499969482422
2019-06-27,223.5,224.3699951171875
2019-06-28,226.3699951171875,223.47999572753903
2019-07-01,228.82000732421875,227.50999450683597
2019-07-02,230.2700042724609,228.58999633789065
2019-07-03,231.3999938964844,229.82000732421875
2019-07-05,230.5800018310547,229.6000061035156
2019-07-08,228.30999755859372,230.3600006103516
2019-07-09,226.0500030517578,228.33999633789065
2019-07-10,226.25999450683597,227.83999633789065
2019-07-11,227.75999450683597,225.5
2019-07-12,227.16000366210935,226.5200042724609
2019-07-15,227.66000366210935,227.42999267578125
2019-07-16,227.1000061035156,227.6699981689453
2019-07-17,226.42999267578125,227.8600006103516
2019-07-18,225.5399932861328,224.6199951171875
2019-07-19,224.52999877929688,225.94000244140625
2019-07-22,226.00999450683597,225.5399932861328
2019-07-23,228.8600006103516,226.6999969482422
2019-07-24,224.8600006103516,227.57000732421875
2019-07-25,227.6499938964844,224.0
2019-07-26,230.5500030517578,227.72000122070312
2019-07-29,231.19000244140625,230.66000366210935
2019-07-30,231.80999755859372,230.3300018310547
2019-07-31,228.2700042724609,230.91000366210935
2019-08-01,226.3699951171875,226.25999450683597
2019-08-02,222.83999633789065,225.02999877929688
2019-08-05,220.05999755859372,221.08999633789065
2019-08-06,221.4199981689453,221.0
2019-08-07,223.47000122070312,220.13999938964844
2019-08-08,227.97999572753903,225.2899932861328
2019-08-09,229.8699951171875,228.3500061035156
2019-08-12,227.1300048828125,229.30999755859372
2019-08-13,229.6699981689453,227.75
2019-08-14,222.58999633789065,226.6999969482422
2019-08-15,226.33999633789065,223.5800018310547
2019-08-16,228.75999450683597,227.17999267578125
2019-08-19,228.57000732421875,229.33999633789065
2019-08-20,225.72999572753903,226.6499938964844
2019-08-21,228.63999938964844,227.6699981689453
2019-08-22,225.27999877929688,228.58999633789065
2019-08-23,220.63999938964844,225.4499969482422
2019-08-26,222.7899932861328,222.5500030517578
2019-08-27,225.5399932861328,224.4600067138672
2019-08-28,225.7899932861328,225.22999572753903
2019-08-29,224.44000244140625,228.5
2019-08-30,225.9199981689453,226.6499938964844
2019-09-03,225.55999755859372,223.97000122070312
2019-09-04,227.4199981689453,227.3800048828125
2019-09-05,224.57000732421875,228.9600067138672
2019-09-06,225.58999633789065,225.2100067138672
2019-09-09,216.3600006103516,225.9499969482422
2019-09-10,213.77999877929688,216.2700042724609
2019-09-11,216.33999633789065,213.0200042724609
2019-09-12,220.6699981689453,218.22999572753903
2019-09-13,222.2400054931641,220.66000366210935
2019-09-16,215.2400054931641,221.9600067138672
2019-09-17,221.57000732421875,216.8699951171875
2019-09-18,221.6199951171875,222.17999267578125
2019-09-19,222.27999877929688,222.69000244140625
2019-09-20,221.5500030517578,223.3300018310547
2019-09-23,220.4600067138672,220.2400054931641
2019-09-24,220.41000366210935,220.6499938964844
2019-09-25,220.6300048828125,219.7899932861328
2019-09-26,223.2899932861328,221.33999633789065
2019-09-27,221.05999755859372,224.22999572753903
2019-09-30,221.8600006103516,219.2100067138672
2019-10-01,216.47999572753903,222.52999877929688
2019-10-02,210.47000122070312,213.66000366210935
2019-10-03,210.8300018310547,210.3300018310547
2019-10-04,213.8800048828125,212.1300048828125
2019-10-07,213.9600067138672,213.3300018310547
2019-10-08,207.75999450683597,213.3500061035156
2019-10-09,211.7400054931641,210.1199951171875
2019-10-10,214.6699981689453,212.44000244140625
2019-10-11,217.2899932861328,217.52999877929688
2019-10-14,213.8600006103516,216.58999633789065
2019-10-15,215.22000122070312,215.7100067138672
2019-10-16,214.2100067138672,215.0399932861328
2019-10-17,214.3699951171875,214.25999450683597
2019-10-18,214.8800048828125,214.3000030517578
2019-10-21,213.5,215.72000122070312
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2019-10-23,210.05999755859372,208.67999267578125
2019-10-24,211.47000122070312,211.32000732421875
2019-10-25,213.25999450683597,211.47999572753903
2019-10-28,211.47999572753903,214.08999633789065
2019-10-29,217.82000732421875,211.7400054931641
2019-10-30,216.72999572753903,216.8000030517578
2019-10-31,213.25999450683597,216.13999938964844
2019-11-01,213.55999755859372,214.7100067138672
2019-11-04,214.4199981689453,214.92999267578125
2019-11-05,216.5800018310547,213.82000732421875
2019-11-06,218.8500061035156,216.83999633789065
2019-11-07,227.5800018310547,221.0
2019-11-08,233.8699951171875,231.7100067138672
2019-11-11,235.02999877929688,233.02999877929688
2019-11-12,237.00999450683597,236.1300048828125
2019-11-13,237.5200042724609,236.72000122070312
2019-11-14,238.17999267578125,236.3800048828125
2019-11-15,240.9199981689453,239.5200042724609
2019-11-18,241.19000244140625,239.08999633789065
2019-11-19,241.30999755859372,241.22999572753903
2019-11-20,237.8999938964844,241.05999755859372
2019-11-21,237.63999938964844,237.27999877929688
2019-11-22,237.6000061035156,237.8600006103516
2019-11-25,234.7400054931641,238.2400054931641
2019-11-26,234.3999938964844,234.1999969482422
2019-11-27,236.0399932861328,234.3999938964844
2019-11-29,236.3300018310547,236.3800048828125
2019-12-02,230.97000122070312,236.0
2019-12-03,229.69000244140625,229.9199981689453
2019-12-04,228.9199981689453,230.5
2019-12-05,230.4600067138672,229.16000366210935
2019-12-06,232.02999877929688,232.8000030517578
2019-12-09,230.82000732421875,232.3500061035156
2019-12-10,229.5,230.7700042724609
2019-12-11,229.5,230.3999938964844
2019-12-12,232.3999938964844,229.7899932861328
2019-12-13,230.7400054931641,231.58999633789065
2019-12-16,234.44000244140625,232.1100006103516
2019-12-17,235.6100006103516,234.77999877929688
2019-12-18,233.1100006103516,235.08999633789065
2019-12-19,233.05999755859372,232.8300018310547
2019-12-20,235.0,233.9600067138672
2019-12-23,235.13999938964844,236.07000732421875
2019-12-24,235.0500030517578,234.97999572753903
2019-12-26,236.0800018310547,236.30999755859372
2019-12-27,235.4900054931641,237.13999938964844
2019-12-30,235.3300018310547,235.80999755859372
2019-12-31,234.9900054931641,234.6699981689453
2020-01-02,231.13999938964844,235.25
2020-01-03,226.0,228.6499938964844
2020-01-06,225.8999938964844,225.1499938964844
2020-01-07,226.8600006103516,225.41000366210935
2020-01-08,228.08999633789065,227.7100067138672
2020-01-09,233.5,230.07000732421875
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2020-01-13,236.8600006103516,232.3600006103516
2020-01-14,234.5200042724609,236.02999877929688
2020-01-15,235.4600067138672,235.0800018310547
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2020-01-22,238.0399932861328,238.6100006103516
2020-01-23,237.2899932861328,235.82000732421875
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2020-01-28,236.4499969482422,234.08999633789065
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2020-02-04,247.08999633789065,244.91000366210935
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2020-02-11,252.41000366210935,253.27999877929688
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2020-03-06,229.7100067138672,226.22999572753903
2020-03-09,205.1499938964844,214.9900054931641
2020-03-10,214.5800018310547,210.92999267578125
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2020-03-12,187.72999572753903,197.8999938964844
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2020-03-16,180.3500061035156,170.14999389648438
2020-03-17,205.1000061035156,185.3500061035156
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2020-03-20,189.1499938964844,190.97000122070312
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2019-04-22,198.7785568057484,196.6199951171875
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2019-06-25,223.91729596721146,224.6999969482422
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2019-06-27,225.06159430935614,223.5
2019-06-28,225.805347550564,226.3699951171875
2019-07-01,226.71602243715358,228.82000732421875
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2019-07-11,230.97291223075743,227.75999450683597
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2019-07-15,231.51966930222432,227.66000366210935
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2019-07-22,231.67001395405535,226.00999450683597
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2019-08-01,232.86437034206432,226.3699951171875
2019-08-02,232.34886485235896,222.83999633789065
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2019-08-09,230.91194650958,229.8699951171875
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2019-08-16,230.4607185835277,228.75999450683597
2019-08-19,230.51597443474682,228.57000732421875
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2019-08-22,230.0626701516773,225.27999877929688
2019-08-23,229.35147249810046,220.63999938964844
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2019-09-03,227.96863447859008,225.55999755859372
2019-09-04,227.98847178921918,227.4199981689453
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2019-09-06,227.57967810803814,225.58999633789065
2019-09-09,226.55538381491934,216.3600006103516
2019-09-10,225.34692037369135,213.77999877929688
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2019-09-24,221.47802879643595,220.41000366210935
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2019-09-27,221.06924995688067,221.05999755859372
2019-09-30,220.96936798746177,221.8600006103516
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2019-10-10,214.67566830342287,214.6699981689453
2019-10-11,214.5789932264241,217.2899932861328
2019-10-14,214.16722202579928,213.8600006103516
2019-10-15,213.91667931498324,215.22000122070312
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2019-10-18,213.09747185335252,214.8800048828125
2019-10-21,212.77477053497975,213.5
2019-10-22,211.8573723657287,206.97000122070312
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2019-10-24,210.91863709960617,211.47000122070312
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2019-10-29,210.71200621525662,217.82000732421875
2019-10-30,210.8979889373457,216.72999572753903
2019-10-31,210.7485809455789,213.25999450683597
2019-11-01,210.6441105011367,213.55999755859372
2019-11-04,210.63497502267157,214.4199981689453
2019-11-05,210.83869897969345,216.5800018310547
2019-11-06,211.25186653718106,218.8500061035156
2019-11-07,212.47547343909451,227.5800018310547
2019-11-08,214.22438289939757,233.8699951171875
2019-11-11,215.97539235572845,235.02999877929688
2019-11-12,217.80514866921644,237.00999450683597
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2019-11-21,228.90964985672758,237.63999938964844
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2019-11-26,231.24095982521314,234.3999938964844
2019-11-27,231.95733729113766,236.0399932861328
2019-11-29,232.64782158437583,236.3300018310547
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2019-12-04,232.6764423351582,228.9199981689453
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2019-12-10,232.90566260824139,229.5
2019-12-11,232.82572709162903,229.5
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2019-12-13,233.0372389081262,230.7400054931641
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2020-01-31,238.10341286757998,238.7100067138672
2020-02-03,238.76392568719788,243.00999450683597
2020-02-04,239.7639377651127,247.08999633789065
2020-02-05,240.99641041235483,250.27999877929688
2020-02-06,242.21635989773952,251.05999755859372
2020-02-07,243.24117388496006,249.9199981689453
2020-02-10,244.3616818824345,251.7100067138672
2020-02-11,245.46741004640364,252.41000366210935
2020-02-12,246.6529495973887,254.1000061035156
2020-02-13,247.82595266129644,254.8800048828125
2020-02-14,249.01993167481527,256.010009765625
2020-02-18,250.09969468316234,255.7400054931641
2020-02-19,251.10536317274085,255.82000732421875
2020-02-20,251.993648057679,255.3999938964844
2020-02-21,252.77076421096618,254.97000122070312
2020-02-24,252.58607012498106,245.52999877929688
2020-02-25,251.44455640778185,235.4900054931641
2020-02-26,250.367023207805,235.5200042724609
2020-02-27,248.25969194701824,224.08999633789065
2020-02-28,245.85174906544373,219.6100006103516
2020-03-02,244.6413952542416,230.6499938964844
2020-03-03,243.18900617603768,227.3600006103516
2020-03-04,242.76085577023062,237.1999969482422
2020-03-05,242.05063191126672,234.0
2020-03-06,240.9733061926133,229.7100067138672
2020-03-09,237.62416763002386,205.1499938964844
2020-03-10,235.38623660838593,214.5800018310547
2020-03-11,232.64710911186484,207.8000030517578
2020-03-12,228.17603913518266,187.72999572753903
2020-03-13,225.77034309541685,206.3600006103516
2020-03-16,221.05069763299232,180.3500061035156
2020-03-17,218.99960719240818,205.1000061035156
2020-03-18,216.7557209325571,201.57000732421875
2020-03-19,213.66659703405594,191.0399932861328
2020-03-20,210.61068668769065,189.1499938964844
"
3314,US,technical,"Calculate the percentage of days where Adobe Inc.'s close was less than its 60-day Triple Exponential Moving Average line from February 23, 2021 to June 15, 2021. (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",49.2366,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2019-09-18,279.7200012207031,275.3500061035156
2019-09-19,281.260009765625,280.1700134277344
2019-09-20,277.9100036621094,281.6000061035156
2019-09-23,277.44000244140625,275.92999267578125
2019-09-24,272.4700012207031,279.5799865722656
2019-09-25,277.42999267578125,271.8999938964844
2019-09-26,283.8099975585937,278.4599914550781
2019-09-27,277.5400085449219,284.6300048828125
2019-09-30,276.25,277.5400085449219
2019-10-01,272.7099914550781,278.989990234375
2019-10-02,266.6600036621094,271.17999267578125
2019-10-03,272.3999938964844,266.9200134277344
2019-10-04,276.9599914550781,273.1099853515625
2019-10-07,276.8999938964844,276.32000732421875
2019-10-08,270.8299865722656,274.4599914550781
2019-10-09,274.2699890136719,273.5199890136719
2019-10-10,274.9800109863281,274.0599975585937
2019-10-11,278.2900085449219,278.3699951171875
2019-10-14,277.7799987792969,278.1099853515625
2019-10-15,279.3900146484375,278.1700134277344
2019-10-16,272.70001220703125,270.2300109863281
2019-10-17,269.239990234375,272.6099853515625
2019-10-18,265.5199890136719,269.3599853515625
2019-10-21,266.8399963378906,265.6300048828125
2019-10-22,261.0899963378906,268.489990234375
2019-10-23,261.32000732421875,261.0
2019-10-24,269.70001220703125,264.0400085449219
2019-10-25,270.9800109863281,267.79998779296875
2019-10-28,271.3500061035156,271.5799865722656
2019-10-29,271.45001220703125,271.67999267578125
2019-10-30,278.4100036621094,273.25
2019-10-31,277.92999267578125,278.2699890136719
2019-11-01,277.82000732421875,279.1400146484375
2019-11-04,277.5,280.5599975585937
2019-11-05,289.2900085449219,292.1099853515625
2019-11-06,287.3999938964844,289.1099853515625
2019-11-07,290.7699890136719,288.29998779296875
2019-11-08,292.4599914550781,290.0199890136719
2019-11-11,290.2699890136719,291.95001220703125
2019-11-12,291.7200012207031,290.7900085449219
2019-11-13,293.5400085449219,291.8599853515625
2019-11-14,294.5299987792969,293.5400085449219
2019-11-15,297.5,296.5400085449219
2019-11-18,297.1600036621094,297.54998779296875
2019-11-19,300.6000061035156,298.75
2019-11-20,300.1000061035156,299.3900146484375
2019-11-21,298.79998779296875,298.989990234375
2019-11-22,299.29998779296875,299.5899963378906
2019-11-25,305.2799987792969,300.4800109863281
2019-11-26,307.8999938964844,305.0
2019-11-27,309.0599975585937,308.5
2019-11-29,309.5299987792969,308.5199890136719
2019-12-02,302.75,309.2200012207031
2019-12-03,303.9100036621094,298.239990234375
2019-12-04,302.510009765625,305.0
2019-12-05,303.0299987792969,303.1300048828125
2019-12-06,306.2300109863281,306.20001220703125
2019-12-09,307.04998779296875,308.9100036621094
2019-12-10,304.1700134277344,306.6199951171875
2019-12-11,303.739990234375,305.1499938964844
2019-12-12,305.9599914550781,303.0
2019-12-13,317.94000244140625,314.1099853515625
2019-12-16,323.79998779296875,319.2699890136719
2019-12-17,322.8500061035156,325.0400085449219
2019-12-18,324.3800048828125,322.1000061035156
2019-12-19,327.6300048828125,324.3800048828125
2019-12-20,327.6099853515625,328.3699951171875
2019-12-23,328.95001220703125,328.8299865722656
2019-12-24,329.6400146484375,329.0
2019-12-26,331.20001220703125,329.6300048828125
2019-12-27,330.7900085449219,332.8800048828125
2019-12-30,328.3399963378906,330.3500061035156
2019-12-31,329.8099975585937,326.25
2020-01-02,334.42999267578125,330.0
2020-01-03,331.8099975585937,329.1700134277344
2020-01-06,333.7099914550781,328.2900085449219
2020-01-07,333.3900146484375,334.1499938964844
2020-01-08,337.8699951171875,333.8099975585937
2020-01-09,340.45001220703125,340.1400146484375
2020-01-10,339.8099975585937,342.04998779296875
2020-01-13,345.6300048828125,341.5400085449219
2020-01-14,344.6300048828125,347.010009765625
2020-01-15,342.94000244140625,346.4200134277344
2020-01-16,345.3800048828125,345.9800109863281
2020-01-17,349.739990234375,349.0
2020-01-21,350.0,346.3699951171875
2020-01-22,350.0599975585937,352.6000061035156
2020-01-23,351.760009765625,351.0199890136719
2020-01-24,351.3699951171875,354.1000061035156
2020-01-27,346.8999938964844,341.0400085449219
2020-01-28,354.6300048828125,349.0
2020-01-29,351.6600036621094,356.70001220703125
2020-01-30,356.739990234375,349.69000244140625
2020-01-31,351.1400146484375,355.8399963378906
2020-02-03,358.0,353.4100036621094
2020-02-04,366.739990234375,363.4299926757813
2020-02-05,365.5499877929688,373.989990234375
2020-02-06,367.4599914550781,366.1600036621094
2020-02-07,366.0899963378906,366.0
2020-02-10,370.0,365.4400024414063
2020-02-11,369.2799987792969,373.0299987792969
2020-02-12,374.2900085449219,370.6400146484375
2020-02-13,374.8399963378906,372.55999755859375
2020-02-14,379.6700134277344,376.2799987792969
2020-02-18,378.8500061035156,380.2000122070313
2020-02-19,383.2799987792969,383.8299865722656
2020-02-20,378.9599914550781,384.0
2020-02-21,372.9500122070313,378.0199890136719
2020-02-24,357.4100036621094,355.3900146484375
2020-02-25,347.79998779296875,361.0
2020-02-26,351.3399963378906,349.3999938964844
2020-02-27,337.5199890136719,340.0
2020-02-28,345.1199951171875,324.4200134277344
2020-03-02,360.2799987792969,349.8099975585937
2020-03-03,348.3399963378906,361.760009765625
2020-03-04,363.8500061035156,354.3800048828125
2020-03-05,351.0299987792969,355.0599975585937
2020-03-06,336.7699890136719,340.45001220703125
2020-03-09,305.7900085449219,311.67999267578125
2020-03-10,332.3800048828125,318.9800109863281
2020-03-11,315.2300109863281,324.32000732421875
2020-03-12,285.0,290.4100036621094
2020-03-13,335.5,312.8800048828125
2020-03-16,286.0299987792969,288.3599853515625
2020-03-17,311.8099975585937,291.20001220703125
2020-03-18,294.6099853515625,290.0
2020-03-19,307.510009765625,291.7699890136719
2020-03-20,295.3399963378906,312.9200134277344
2020-03-23,307.2699890136719,296.6700134277344
2020-03-24,310.0,322.9599914550781
2020-03-25,305.9100036621094,308.0
2020-03-26,322.6700134277344,305.989990234375
2020-03-27,305.8299865722656,311.70001220703125
2020-03-30,318.3900146484375,308.8900146484375
2020-03-31,318.239990234375,316.4100036621094
2020-04-01,301.2099914550781,307.0
2020-04-02,303.9599914550781,297.760009765625
2020-04-03,293.6099853515625,302.0599975585937
2020-04-06,319.1300048828125,306.5599975585937
2020-04-07,308.92999267578125,327.4100036621094
2020-04-08,317.17999267578125,313.8800048828125
2020-04-09,318.70001220703125,318.6499938964844
2020-04-13,320.6499938964844,315.94000244140625
2020-04-14,340.7699890136719,328.7699890136719
2020-04-15,332.54998779296875,335.3399963378906
2020-04-16,342.70001220703125,339.7099914550781
2020-04-17,344.1099853515625,350.0899963378906
2020-04-20,344.8800048828125,340.7900085449219
2020-04-21,328.989990234375,340.8999938964844
2020-04-22,336.7699890136719,337.4100036621094
2020-04-23,335.3699951171875,338.8999938964844
2020-04-24,344.1000061035156,338.0
2020-04-27,348.5,348.79998779296875
2020-04-28,333.45001220703125,353.0899963378906
2020-04-29,349.1700134277344,339.5299987792969
2020-04-30,353.6400146484375,348.010009765625
2020-05-01,343.8399963378906,347.239990234375
2020-05-04,349.1099853515625,340.739990234375
2020-05-05,356.1300048828125,353.3800048828125
2020-05-06,362.5199890136719,357.9200134277344
2020-05-07,366.7799987792969,368.8200073242188
2020-05-08,367.510009765625,370.0
2020-05-11,371.4200134277344,365.8399963378906
2020-05-12,365.1000061035156,371.4599914550781
2020-05-13,358.5599975585937,366.4500122070313
2020-05-14,355.3900146484375,354.0
2020-05-15,365.2999877929688,351.57000732421875
2020-05-18,367.9700012207031,371.5899963378906
2020-05-19,372.2000122070313,369.8800048828125
2020-05-20,383.6300048828125,377.2099914550781
2020-05-21,382.1700134277344,382.0
2020-05-22,385.260009765625,381.3900146484375
2020-05-26,376.6300048828125,391.0
2020-05-27,375.1700134277344,373.239990234375
2020-05-28,379.8299865722656,372.5
2020-05-29,386.6000061035156,382.6199951171875
2020-06-01,389.6799926757813,387.0799865722656
2020-06-02,390.4400024414063,389.9200134277344
2020-06-03,389.9200134277344,390.8200073242188
2020-06-04,385.7999877929688,389.5
2020-06-05,392.8999938964844,384.6400146484375
2020-06-08,397.7799987792969,391.0
2020-06-09,397.1600036621094,397.0299987792969
2020-06-10,406.8200073242188,399.5899963378906
2020-06-11,387.6700134277344,400.0
2020-06-12,406.5400085449219,409.2999877929688
2020-06-15,401.3399963378906,398.7999877929688
2020-06-16,411.6700134277344,407.8299865722656
2020-06-17,413.489990234375,414.0
2020-06-18,420.4599914550781,413.5
2020-06-19,428.010009765625,423.760009765625
2020-06-22,438.6400146484375,428.9599914550781
2020-06-23,440.5499877929688,440.0700073242188
2020-06-24,431.6799926757813,440.0
2020-06-25,436.9500122070313,430.010009765625
2020-06-26,426.9200134277344,436.0
2020-06-29,424.2000122070313,427.1099853515625
2020-06-30,435.30999755859375,426.6799926757813
2020-07-01,439.80999755859375,434.7999877929688
2020-07-02,442.9500122070313,445.0
2020-07-06,452.5899963378906,448.0
2020-07-07,449.3599853515625,452.5899963378906
2020-07-08,457.6799926757813,453.760009765625
2020-07-09,460.8399963378906,460.4400024414063
2020-07-10,466.2000122070313,460.8299865722656
2020-07-13,442.4700012207031,469.7699890136719
2020-07-14,433.7799987792969,435.739990234375
2020-07-15,433.010009765625,434.9100036621094
2020-07-16,426.2900085449219,428.4299926757813
2020-07-17,432.4200134277344,428.1199951171875
2020-07-20,455.2699890136719,434.05999755859375
2020-07-21,444.2799987792969,456.0700073242188
2020-07-22,445.0499877929688,447.5499877929688
2020-07-23,431.739990234375,445.0400085449219
2020-07-24,430.30999755859375,425.0
2020-07-27,437.1000061035156,431.7699890136719
2020-07-28,432.260009765625,436.8299865722656
2020-07-29,436.2999877929688,435.1600036621094
2020-07-30,438.8800048828125,429.9800109863281
2020-07-31,444.3200073242188,441.9800109863281
2020-08-03,447.9700012207031,449.8399963378906
2020-08-04,446.9200134277344,448.260009765625
2020-08-05,449.510009765625,449.0899963378906
2020-08-06,464.1099853515625,451.3500061035156
2020-08-07,449.5700073242188,460.8699951171875
2020-08-10,443.2900085449219,450.3699951171875
2020-08-11,435.2300109863281,440.260009765625
2020-08-12,445.3599853515625,437.3699951171875
2020-08-13,450.0199890136719,446.0700073242188
2020-08-14,447.6000061035156,451.3900146484375
2020-08-17,451.5799865722656,450.0
2020-08-18,463.510009765625,454.7900085449219
2020-08-19,462.010009765625,464.2900085449219
2020-08-20,478.4800109863281,460.989990234375
2020-08-21,473.2200012207031,477.0899963378906
2020-08-24,476.2999877929688,478.1400146484375
2020-08-25,484.4299926757813,476.6700134277344
2020-08-26,528.489990234375,496.9500122070313
2020-08-27,510.3200073242188,519.010009765625
2020-08-28,516.4400024414062,512.3300170898438
2020-08-31,513.3900146484375,513.8599853515625
2020-09-01,527.9500122070312,515.0
2020-09-02,533.7999877929688,536.25
2020-09-03,507.7999877929688,526.0399780273438
2020-09-04,491.9400024414063,504.6499938964844
2020-09-08,462.1300048828125,471.8900146484375
2020-09-09,479.4599914550781,473.9100036621094
2020-09-10,476.260009765625,491.1499938964844
2020-09-11,471.3500061035156,487.0799865722656
2020-09-14,485.9100036621094,484.989990234375
2020-09-15,497.6700134277344,493.739990234375
2020-09-16,476.0,505.5
2020-09-17,474.2999877929688,464.4400024414063
2020-09-18,467.5499877929688,477.3999938964844
2020-09-21,475.6400146484375,460.30999755859375
2020-09-22,486.7799987792969,479.30999755859375
2020-09-23,470.3900146484375,486.8800048828125
2020-09-24,467.6700134277344,466.9299926757813
2020-09-25,479.7799987792969,469.2300109863281
2020-09-28,488.510009765625,487.9700012207031
2020-09-29,489.3299865722656,489.9400024414063
2020-09-30,490.4299926757813,488.1300048828125
2020-10-01,499.510009765625,497.4299926757813
2020-10-02,478.989990234375,487.989990234375
2020-10-05,486.4700012207031,483.25
2020-10-06,478.9800109863281,485.0
2020-10-07,493.1499938964844,484.3500061035156
2020-10-08,490.8399963378906,499.0499877929688
2020-10-09,502.1600036621094,491.7699890136719
2020-10-12,510.8900146484375,508.260009765625
2020-10-13,514.3099975585938,512.1900024414062
2020-10-14,506.30999755859375,514.3400268554688
2020-10-15,501.1499938964844,499.260009765625
2020-10-16,502.8200073242188,504.0
2020-10-19,495.2000122070313,507.75
2020-10-20,494.5799865722656,495.25
2020-10-21,495.9599914550781,492.0499877929688
2020-10-22,483.6000061035156,496.7200012207031
2020-10-23,488.5,486.4100036621094
2020-10-26,475.2000122070313,480.8800048828125
2020-10-27,478.55999755859375,479.7799987792969
2020-10-28,456.9700012207031,469.1700134277344
2020-10-29,461.1099853515625,459.3200073242188
2020-10-30,447.1000061035156,458.3200073242188
2020-11-02,444.9400024414063,451.0
2020-11-03,454.0199890136719,448.989990234375
2020-11-04,487.2300109863281,477.9299926757813
2020-11-05,496.4700012207031,499.2699890136719
2020-11-06,494.6300048828125,494.9500122070313
2020-11-09,471.1400146484375,494.7000122070313
2020-11-10,452.0,466.7200012207031
2020-11-11,467.75,458.489990234375
2020-11-12,462.5799865722656,473.489990234375
2020-11-13,469.3399963378906,467.4500122070313
2020-11-16,460.9500122070313,460.4299926757813
2020-11-17,467.9500122070313,461.6600036621094
2020-11-18,459.4700012207031,466.7099914550781
2020-11-19,466.4100036621094,460.0
2020-11-20,462.9200134277344,465.1600036621094
2020-11-23,460.6099853515625,464.6300048828125
2020-11-24,462.7000122070313,461.4100036621094
2020-11-25,470.0799865722656,466.2900085449219
2020-11-27,477.0299987792969,476.8999938964844
2020-11-30,478.4700012207031,480.0
2020-12-01,479.1499938964844,482.010009765625
2020-12-02,481.260009765625,475.6700134277344
2020-12-03,484.2799987792969,482.2099914550781
2020-12-04,486.0,485.6700134277344
2020-12-07,492.25,487.0
2020-12-08,495.2799987792969,492.2900085449219
2020-12-09,483.739990234375,496.0299987792969
2020-12-10,476.8699951171875,483.739990234375
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2021-03-30,448.1663071273231,465.4599914550781
2021-03-31,449.976935279586,475.3699951171875
2021-04-01,452.4459175362439,483.3399963378906
2021-04-05,455.5585420232026,491.6199951171875
2021-04-06,458.4564607064788,491.3399963378906
2021-04-07,461.37489409352133,493.4100036621094
2021-04-08,464.7252865464092,499.8399963378906
2021-04-09,468.26525078872584,504.0400085449219
2021-04-12,471.76975815268094,506.0299987792969
2021-04-13,475.8895821745513,514.8599853515625
2021-04-14,479.33946444569096,510.6300048828125
2021-04-15,483.7636694503897,523.25
2021-04-16,488.06982228205965,525.0800170898438
2021-04-19,491.2405106633949,516.1699829101562
2021-04-20,494.00801361183727,514.2100219726562
2021-04-21,496.4050642869748,512.3400268554688
2021-04-22,498.1513745761379,507.2900085449219
2021-04-23,500.58208804949845,515.8400268554688
2021-04-26,502.8248714113561,515.7000122070312
2021-04-27,505.0580493451725,517.3200073242188
2021-04-28,506.95174031271466,515.47998046875
2021-04-29,508.75995219826933,516.0900268554688
2021-04-30,509.69166236973274,508.3399963378906
2021-05-03,510.07599768850895,503.4599914550781
2021-05-04,509.19826833340505,490.7000122070313
2021-05-05,507.97319529372004,486.6900024414063
2021-05-06,506.5128088266908,483.6099853515625
2021-05-07,505.61399362963067,488.7300109863281
2021-05-10,503.8645686388826,479.3800048828125
2021-05-11,502.76344072015587,485.1900024414063
2021-05-12,500.47040900146885,472.0899963378906
2021-05-13,498.50756255191436,474.1600036621094
2021-05-14,497.838455371965,486.55999755859375
2021-05-17,496.83711624216426,482.739990234375
2021-05-18,495.68756759100444,480.6199951171875
2021-05-19,494.5878092872002,480.4700012207031
2021-05-20,494.61579212670176,491.6700134277344
2021-05-21,494.29079370135827,488.0700073242188
2021-05-24,494.90734013035603,497.8299865722656
2021-05-25,496.1658920487708,505.0799865722656
2021-05-26,497.51540075381627,506.9800109863281
2021-05-27,497.94046428028764,498.2799987792969
2021-05-28,498.92785476681473,504.5799865722656
2021-06-01,499.01630603960245,495.9100036621094
2021-06-02,499.0754387717067,495.7699890136719
2021-06-03,498.87032667498414,493.1400146484375
2021-06-04,499.7497050299833,504.5
2021-06-07,501.0354488704574,509.4700012207031
2021-06-08,502.20210817390654,509.2000122070313
2021-06-09,503.8039612630326,514.6799926757812
2021-06-10,507.27403739289605,535.52001953125
2021-06-11,511.05323913843364,541.260009765625
2021-06-14,516.0663487980296,556.9500122070312
2021-06-15,519.9298216873151,548.4600219726562
"
3315,US,technical,"What is the percentage of days where the high price is greater than the 10-day Hull Moving Average line for Mosaic Company (The) from July 07, 2024 to August 22, 2024? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",23.6842,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high
2024-06-13,27.57999992370605,28.270000457763672
2024-06-14,27.15999984741211,27.51000022888184
2024-06-17,26.899999618530277,27.15999984741211
2024-06-18,27.15999984741211,27.6299991607666
2024-06-20,27.71999931335449,27.959999084472656
2024-06-21,27.799999237060547,28.309999465942383
2024-06-24,29.11000061035156,29.280000686645508
2024-06-25,29.36000061035156,29.479999542236328
2024-06-26,29.600000381469727,29.63999938964844
2024-06-27,29.520000457763672,29.86000061035156
2024-06-28,28.899999618530277,29.8700008392334
2024-07-01,27.959999084472656,29.0
2024-07-02,27.770000457763672,28.31999969482422
2024-07-03,27.549999237060547,28.149999618530277
2024-07-05,27.18000030517578,27.57999992370605
2024-07-08,27.059999465942383,27.399999618530277
2024-07-09,26.90999984741211,27.26000022888184
2024-07-10,26.82999992370605,27.0
2024-07-11,28.09000015258789,28.280000686645508
2024-07-12,28.38999938964844,28.649999618530277
2024-07-15,28.850000381469727,28.950000762939453
2024-07-16,29.780000686645508,29.809999465942383
2024-07-17,30.61000061035156,30.770000457763672
2024-07-18,29.82999992370605,30.75
2024-07-19,29.63999938964844,29.899999618530277
2024-07-22,29.38999938964844,29.850000381469727
2024-07-23,28.670000076293945,29.149999618530277
2024-07-24,28.559999465942383,29.06999969482422
2024-07-25,29.299999237060547,29.6299991607666
2024-07-26,29.56999969482422,29.76000022888184
2024-07-29,29.209999084472656,29.56999969482422
2024-07-30,29.56999969482422,29.700000762939453
2024-07-31,29.770000457763672,30.36000061035156
2024-08-01,28.86000061035156,29.940000534057617
2024-08-02,27.3799991607666,28.350000381469727
2024-08-05,26.520000457763672,26.950000762939453
2024-08-06,26.989999771118164,27.229999542236328
2024-08-07,26.600000381469727,27.979999542236328
2024-08-08,26.81999969482422,27.270000457763672
2024-08-09,27.049999237060547,27.1299991607666
2024-08-12,27.36000061035156,27.6299991607666
2024-08-13,28.100000381469727,28.46999931335449
2024-08-14,27.63999938964844,28.049999237060547
2024-08-15,27.700000762939453,28.450000762939453
2024-08-16,27.71999931335449,27.93000030517578
2024-08-19,27.950000762939453,28.440000534057617
2024-08-20,27.26000022888184,27.96999931335449
2024-08-21,27.920000076293945,28.290000915527344
2024-08-22,27.799999237060547,27.96999931335449
","date,10-day,high
2024-07-01,29.389959643585513,29.0
2024-07-02,28.69824227612428,28.31999969482422
2024-07-03,27.99594910554212,28.149999618530277
2024-07-05,27.397181474319613,27.57999992370605
2024-07-08,26.97428247278387,27.399999618530277
2024-07-09,26.729131037779528,27.26000022888184
2024-07-10,26.608302804195517,27.0
2024-07-11,26.879525169218425,28.280000686645508
2024-07-12,27.414030157917676,28.649999618530277
2024-07-15,28.099484796235057,28.950000762939453
2024-07-16,28.91199007130632,29.809999465942383
2024-07-17,29.828222669736306,30.770000457763672
2024-07-18,30.382020680591314,30.75
2024-07-19,30.52644468557955,29.899999618530277
2024-07-22,30.316646317761354,29.850000381469727
2024-07-23,29.789322887767444,29.149999618530277
2024-07-24,29.158565160963274,29.06999969482422
2024-07-25,28.83869634686094,29.6299991607666
2024-07-26,28.87291856630884,29.76000022888184
2024-07-29,29.020383148964005,29.56999969482422
2024-07-30,29.259736716145216,29.700000762939453
2024-07-31,29.530070331843216,30.36000061035156
2024-08-01,29.51672733576611,29.940000534057617
2024-08-02,28.954697081055304,28.350000381469727
2024-08-05,27.981151721453426,26.950000762939453
2024-08-06,27.106676907009547,27.229999542236328
2024-08-07,26.444828445742832,27.979999542236328
2024-08-08,26.16034347842438,27.270000457763672
2024-08-09,26.230363460502243,27.1299991607666
2024-08-12,26.56971701805038,27.6299991607666
2024-08-13,27.121545471807924,28.46999931335449
2024-08-14,27.57029291596075,28.049999237060547
2024-08-15,27.847828427709715,28.450000762939453
2024-08-16,27.945272777056456,27.93000030517578
2024-08-19,27.989272878627588,28.440000534057617
2024-08-20,27.827666874124546,27.96999931335449
2024-08-21,27.760171982736296,28.290000915527344
2024-08-22,27.738020212963374,27.96999931335449
"
3316,US,technical,"From August 25, 2024 to September 10, 2024, what proportion of days had Carrier Global's high price less than its 10-day Hull Moving Average line? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",80.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high
2024-08-05,63.54999923706055,63.625
2024-08-06,64.13999938964844,65.1500015258789
2024-08-07,63.11000061035156,65.55000305175781
2024-08-08,64.4800033569336,64.80999755859375
2024-08-09,64.37999725341797,65.0
2024-08-12,64.29000091552734,64.80000305175781
2024-08-13,65.47000122070312,65.52999877929688
2024-08-14,65.68000030517578,66.08000183105469
2024-08-15,68.4000015258789,68.72000122070312
2024-08-16,67.37999725341797,68.86000061035156
2024-08-19,68.63999938964844,68.80000305175781
2024-08-20,68.55999755859375,69.06999969482422
2024-08-21,69.66000366210938,69.93499755859375
2024-08-22,69.58000183105469,69.96499633789062
2024-08-23,71.25,71.5199966430664
2024-08-26,71.69999694824219,72.2699966430664
2024-08-27,71.76000213623047,71.83000183105469
2024-08-28,71.11000061035156,72.2249984741211
2024-08-29,71.08999633789062,72.1449966430664
2024-08-30,72.77999877929688,73.04000091552734
2024-09-03,70.05999755859375,73.05999755859375
2024-09-04,69.11000061035156,70.0
2024-09-05,69.04000091552734,69.7300033569336
2024-09-06,69.4800033569336,71.23999786376953
2024-09-09,70.7300033569336,71.41999816894531
2024-09-10,71.83000183105469,72.08999633789062
","date,10-day,high
2024-08-20,68.89277636210123,69.06999969482422
2024-08-21,69.50660534483013,69.93499755859375
2024-08-22,69.87477814645479,69.96499633789062
2024-08-23,70.49899101642649,71.5199966430664
2024-08-26,71.2100509412361,72.2699966430664
2024-08-27,71.86556603788127,71.83000183105469
2024-08-28,72.09714169743086,72.2249984741211
2024-08-29,72.0267165444114,72.1449966430664
2024-08-30,72.15043294116704,73.04000091552734
2024-09-03,71.76678583164407,73.05999755859375
2024-09-04,70.91137189768781,70.0
2024-09-05,69.91118077750157,69.7300033569336
2024-09-06,69.22379864779386,71.23999786376953
2024-09-09,69.16012356690686,71.41999816894531
2024-09-10,69.84770024617512,72.08999633789062
"
3317,US,technical,"During September 03, 2024 to November 08, 2024, what percentage of trading days had Humana's open less the 10-day Hull Moving Average line? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",62.2642,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2024-08-12,348.2900085449219,352.1300048828125,351.45001220703125
2024-08-13,356.8399963378906,357.0,349.5299987792969
2024-08-14,356.3800048828125,360.55999755859375,355.45001220703125
2024-08-15,357.2300109863281,358.5,357.3900146484375
2024-08-16,350.3599853515625,357.489990234375,357.4800109863281
2024-08-19,353.25,357.5,350.3800048828125
2024-08-20,356.9800109863281,358.3999938964844,353.760009765625
2024-08-21,358.57000732421875,360.7200012207031,357.42999267578125
2024-08-22,354.75,360.0,359.4200134277344
2024-08-23,352.8999938964844,356.1300048828125,355.2799987792969
2024-08-26,353.0,356.57000732421875,354.17999267578125
2024-08-27,353.45001220703125,354.739990234375,353.54998779296875
2024-08-28,352.42999267578125,355.5899963378906,354.1099853515625
2024-08-29,351.3599853515625,353.3500061035156,353.3500061035156
2024-08-30,354.4700012207031,354.67999267578125,351.3699951171875
2024-09-03,363.5299987792969,364.510009765625,355.0
2024-09-04,371.3999938964844,382.7200012207031,359.25
2024-09-05,365.1400146484375,375.0,372.6900024414063
2024-09-06,357.8599853515625,369.1700134277344,367.9200134277344
2024-09-09,343.760009765625,357.0,357.0
2024-09-10,346.4200134277344,348.239990234375,343.5
2024-09-11,328.19000244140625,333.7900085449219,330.4200134277344
2024-09-12,324.5,331.0,329.6199951171875
2024-09-13,321.5599975585937,325.75,325.0799865722656
2024-09-16,315.2300109863281,322.4599914550781,321.5
2024-09-17,311.79998779296875,315.8900146484375,314.6300048828125
2024-09-18,315.2900085449219,317.6300048828125,312.0
2024-09-19,312.0,319.0599975585937,316.2300109863281
2024-09-20,310.4100036621094,312.510009765625,310.0
2024-09-23,312.7699890136719,314.5400085449219,309.8500061035156
2024-09-24,312.2300109863281,317.3399963378906,312.57000732421875
2024-09-25,311.95001220703125,314.3900146484375,313.6400146484375
2024-09-26,313.0400085449219,314.7699890136719,311.95001220703125
2024-09-27,319.57000732421875,322.1400146484375,316.0799865722656
2024-09-30,316.739990234375,324.3800048828125,320.6600036621094
2024-10-01,279.45001220703125,315.3999938964844,315.0
2024-10-02,246.4900054931641,249.8800048828125,219.75999450683597
2024-10-03,241.77999877929688,245.7899932861328,245.67999267578125
2024-10-04,240.02999877929688,246.9600067138672,241.6999969482422
2024-10-07,236.2899932861328,238.02999877929688,235.5
2024-10-08,243.1999969482422,246.7100067138672,240.3600006103516
2024-10-09,245.4499969482422,245.8000030517578,243.0
2024-10-10,251.44000244140625,252.2700042724609,245.72000122070312
2024-10-11,258.07000732421875,260.4800109863281,246.9499969482422
2024-10-14,267.6000061035156,271.3099975585937,260.0
2024-10-15,257.6000061035156,265.3399963378906,251.2400054931641
2024-10-16,255.57000732421875,260.5799865722656,258.2200012207031
2024-10-17,266.3399963378906,266.70001220703125,249.1000061035156
2024-10-18,267.1400146484375,272.0,264.5400085449219
2024-10-21,260.57000732421875,275.45001220703125,270.0
2024-10-22,262.3099975585937,265.1400146484375,260.989990234375
2024-10-23,258.6499938964844,263.6099853515625,262.3099975585937
2024-10-24,258.5799865722656,265.1600036621094,262.75
2024-10-25,260.7300109863281,266.8299865722656,263.0299987792969
2024-10-28,261.0899963378906,265.8099975585937,261.0199890136719
2024-10-29,257.7699890136719,264.260009765625,260.57000732421875
2024-10-30,266.32000732421875,273.2799987792969,260.0
2024-10-31,257.8299865722656,265.4800109863281,257.3999938964844
2024-11-01,260.7099914550781,265.0,259.07000732421875
2024-11-04,255.5500030517578,262.0899963378906,260.8999938964844
2024-11-05,260.6000061035156,261.92999267578125,256.20001220703125
2024-11-06,288.510009765625,290.7099914550781,290.260009765625
2024-11-07,287.760009765625,297.5,288.4800109863281
2024-11-08,288.1199951171875,293.260009765625,288.7099914550781
","date,10-day,open
2024-08-27,353.7811432501282,353.54998779296875
2024-08-28,352.77540471240735,354.1099853515625
2024-08-29,351.91138028231535,353.3500061035156
2024-08-30,352.03570171317665,351.3699951171875
2024-09-03,354.94481284401627,355.0
2024-09-04,360.88148942427205,359.25
2024-09-05,365.8109286221591,372.6900024414063
2024-09-06,366.8989185680043,367.9200134277344
2024-09-09,361.60098137133053,357.0
2024-09-10,354.17915677157316,343.5
2024-09-11,342.99487634523945,330.4200134277344
2024-09-12,331.76663288154987,329.6199951171875
2024-09-13,322.33922624684345,325.0799865722656
2024-09-16,315.2736604324495,321.5
2024-09-17,309.912444390191,314.6300048828125
2024-09-18,307.91570684259585,312.0
2024-09-19,307.49841394906093,316.2300109863281
2024-09-20,307.6420618538904,310.0
2024-09-23,308.49709962787045,309.8500061035156
2024-09-24,309.6811619305851,312.57000732421875
2024-09-25,310.5868018564552,313.6400146484375
2024-09-26,311.4772602736348,311.95001220703125
2024-09-27,313.8676258742207,316.0799865722656
2024-09-30,315.9959357984139,320.6600036621094
2024-10-01,308.4266011864248,315.0
2024-10-02,288.12597409643314,219.75999450683597
2024-10-03,263.25905356359004,245.67999267578125
2024-10-04,241.7783242890329,241.6999969482422
2024-10-07,227.37805887858076,235.5
2024-10-08,223.05448073570176,240.3600006103516
2024-10-09,226.54634814021566,243.0
2024-10-10,234.62591511119498,245.72000122070312
2024-10-11,244.4982218116221,246.9499969482422
2024-10-14,255.49355912642045,260.0
2024-10-15,262.03071363044506,251.2400054931641
2024-10-16,263.7944225581005,258.2200012207031
2024-10-17,264.82364281548394,249.1000061035156
2024-10-18,266.07235039605035,264.5400085449219
2024-10-21,265.6589670508799,270.0
2024-10-22,264.86412703388874,260.989990234375
2024-10-23,263.13223394528785,262.3099975585937
2024-10-24,260.98340967351743,262.75
2024-10-25,259.5273284912109,263.0299987792969
2024-10-28,259.3115712483724,261.0199890136719
2024-10-29,258.9241259642322,260.57000732421875
2024-10-30,260.4940877278646,260.0
2024-10-31,260.8773191509825,257.3999938964844
2024-11-01,261.0758220634075,259.07000732421875
2024-11-04,259.5895801582722,260.8999938964844
2024-11-05,259.002866725729,256.20001220703125
2024-11-06,265.5739525689019,290.260009765625
2024-11-07,275.64588684698555,288.4800109863281
2024-11-08,285.3358464713049,288.7099914550781
"
3318,US,technical,"For Realty Income from August 09, 2022 to May 12, 2023, what percentage of days had the close less than the 5-day Hull Moving Average line? (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",49.4845,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2022-07-29,73.98999786376953,74.18000030517578,73.0999984741211
2022-08-01,73.66999816894531,74.16000366210938,73.62000274658203
2022-08-02,72.80000305175781,74.05999755859375,73.5999984741211
2022-08-03,72.0,73.5199966430664,73.0
2022-08-04,72.47000122070312,73.16999816894531,73.05000305175781
2022-08-05,72.76000213623047,72.79000091552734,72.0999984741211
2022-08-08,73.26000213623047,73.83000183105469,73.0
2022-08-09,73.55000305175781,73.69999694824219,73.45999908447266
2022-08-10,74.12999725341797,74.3499984741211,74.25
2022-08-11,73.86000061035156,74.55999755859375,74.16000366210938
2022-08-12,74.66999816894531,74.7699966430664,74.2300033569336
2022-08-15,74.75,75.11000061035156,74.5999984741211
2022-08-16,73.69999694824219,74.81999969482422,74.33999633789062
2022-08-17,73.58000183105469,73.94999694824219,73.44000244140625
2022-08-18,72.98999786376953,73.83000183105469,73.68000030517578
2022-08-19,72.91000366210938,73.25,72.87000274658203
2022-08-22,71.79000091552734,72.70999908447266,72.5
2022-08-23,70.61000061035156,71.79000091552734,71.69999694824219
2022-08-24,70.63999938964844,70.97000122070312,70.61000061035156
2022-08-25,71.0199966430664,71.12999725341797,70.91999816894531
2022-08-26,69.91000366210938,71.18000030517578,71.01000213623047
2022-08-29,69.98999786376953,70.69000244140625,69.5999984741211
2022-08-30,68.97000122070312,70.33999633789062,70.05000305175781
2022-08-31,68.27999877929688,69.31999969482422,69.0
2022-09-01,68.44999694824219,68.48999786376953,67.97000122070312
2022-09-02,67.69000244140625,68.9000015258789,68.75
2022-09-06,67.75,68.44999694824219,68.0
2022-09-07,68.2699966430664,68.45999908447266,67.69000244140625
2022-09-08,66.36000061035156,68.16000366210938,67.69999694824219
2022-09-09,66.79000091552734,67.0,66.4000015258789
2022-09-12,67.5999984741211,67.83000183105469,67.23999786376953
2022-09-13,65.91000366210938,66.97000122070312,66.61000061035156
2022-09-14,65.41000366210938,66.25,66.0
2022-09-15,63.43000030517578,65.94000244140625,65.56999969482422
2022-09-16,64.30999755859375,64.51000213623047,63.34000015258789
2022-09-19,63.970001220703125,64.12000274658203,63.93000030517578
2022-09-20,63.09000015258789,63.5099983215332,63.45000076293945
2022-09-21,62.540000915527344,63.84000015258789,63.29999923706055
2022-09-22,62.5,62.86000061035156,62.5
2022-09-23,61.810001373291016,62.40999984741211,61.9900016784668
2022-09-26,60.900001525878906,61.70000076293945,61.5
2022-09-27,59.4900016784668,61.43999862670898,61.13999938964844
2022-09-28,60.369998931884766,60.66999816894531,59.95000076293945
2022-09-29,57.95000076293945,59.91999816894531,59.86000061035156
2022-09-30,58.20000076293945,58.59000015258789,58.36000061035156
2022-10-03,59.220001220703125,59.619998931884766,58.84999847412109
2022-10-04,60.27000045776367,61.08000183105469,59.79999923706055
2022-10-05,59.52000045776367,59.84000015258789,59.619998931884766
2022-10-06,58.52000045776367,59.88999938964844,59.560001373291016
2022-10-07,58.02999877929688,58.709999084472656,58.20000076293945
2022-10-10,57.34999847412109,58.81999969482422,58.310001373291016
2022-10-11,58.060001373291016,58.34000015258789,57.400001525878906
2022-10-12,57.52999877929688,58.150001525878906,57.869998931884766
2022-10-13,57.54999923706055,57.77999877929688,56.52000045776367
2022-10-14,55.540000915527344,58.43000030517578,58.25
2022-10-17,57.4900016784668,57.709999084472656,56.369998931884766
2022-10-18,58.630001068115234,58.90999984741211,58.29999923706055
2022-10-19,57.83000183105469,58.75,58.130001068115234
2022-10-20,57.470001220703125,58.33000183105469,57.90999984741211
2022-10-21,57.630001068115234,57.790000915527344,57.38999938964844
2022-10-24,59.0099983215332,59.130001068115234,58.27999877929688
2022-10-25,60.4900016784668,60.54999923706055,59.08000183105469
2022-10-26,60.59999847412109,60.95000076293945,60.4900016784668
2022-10-27,61.13999938964844,61.7400016784668,61.0
2022-10-28,62.310001373291016,62.40999984741211,60.9900016784668
2022-10-31,62.27000045776367,62.459999084472656,61.540000915527344
2022-11-01,62.209999084472656,62.93999862670898,62.5
2022-11-02,61.06999969482422,62.459999084472656,61.790000915527344
2022-11-03,61.630001068115234,61.9900016784668,60.380001068115234
2022-11-04,63.0099983215332,63.459999084472656,61.90999984741211
2022-11-07,63.130001068115234,63.310001373291016,63.119998931884766
2022-11-08,63.34000015258789,63.91999816894531,63.18000030517578
2022-11-09,63.25,64.27999877929688,63.27999877929688
2022-11-10,65.37000274658203,65.87999725341797,64.75
2022-11-11,64.9800033569336,65.83000183105469,65.5999984741211
2022-11-14,64.08000183105469,65.22000122070312,64.81999969482422
2022-11-15,64.73999786376953,65.38999938964844,64.9000015258789
2022-11-16,63.84000015258789,64.72000122070312,64.54000091552734
2022-11-17,64.41000366210938,64.43000030517578,63.220001220703125
2022-11-18,64.69999694824219,65.19999694824219,65.0
2022-11-21,65.30000305175781,65.37000274658203,64.6500015258789
2022-11-22,65.30000305175781,65.68000030517578,65.37000274658203
2022-11-23,64.5199966430664,65.38999938964844,65.12999725341797
2022-11-25,64.8499984741211,64.95999908447266,64.80999755859375
2022-11-28,61.7400016784668,64.69000244140625,64.55999755859375
2022-11-29,62.29999923706055,62.54999923706055,61.90999984741211
2022-11-30,63.06999969482422,63.15999984741211,61.5099983215332
2022-12-01,62.810001373291016,63.91999816894531,63.40999984741211
2022-12-02,62.900001525878906,63.22999954223633,62.33000183105469
2022-12-05,62.2400016784668,62.900001525878906,62.310001373291016
2022-12-06,62.709999084472656,62.93999862670898,62.34999847412109
2022-12-07,63.56999969482422,63.81999969482422,62.709999084472656
2022-12-08,64.05999755859375,64.41999816894531,63.59999847412109
2022-12-09,64.44999694824219,64.9000015258789,64.12999725341797
2022-12-12,64.66999816894531,64.91000366210938,64.55999755859375
2022-12-13,64.95999908447266,66.44000244140625,66.0
2022-12-14,64.66000366210938,65.63999938964844,65.05999755859375
2022-12-15,64.63999938964844,65.0199966430664,64.23999786376953
2022-12-16,63.47999954223633,64.12999725341797,63.7599983215332
2022-12-19,63.540000915527344,64.08999633789062,63.47999954223633
2022-12-20,63.11000061035156,63.61000061035156,63.310001373291016
2022-12-21,64.23999786376953,64.80000305175781,63.97999954223633
2022-12-22,63.45000076293945,64.19999694824219,63.959999084472656
2022-12-23,64.41000366210938,64.41000366210938,63.31999969482422
2022-12-27,64.11000061035156,64.41999816894531,64.41000366210938
2022-12-28,63.22999954223633,64.44999694824219,64.02999877929688
2022-12-29,64.02999877929688,64.19999694824219,63.5
2022-12-30,63.43000030517578,63.77999877929688,63.61000061035156
2023-01-03,63.79999923706055,64.02999877929688,63.86000061035156
2023-01-04,64.61000061035156,65.22000122070312,64.0
2023-01-05,63.38999938964844,64.27999877929688,64.26000213623047
2023-01-06,64.08000183105469,64.44999694824219,63.75
2023-01-09,64.69999694824219,64.86000061035156,64.0199966430664
2023-01-10,64.13999938964844,64.51000213623047,64.37000274658203
2023-01-11,66.0,66.08000183105469,64.66000366210938
2023-01-12,66.55000305175781,66.83000183105469,66.12000274658203
2023-01-13,66.19000244140625,66.54000091552734,66.16000366210938
2023-01-17,66.88999938964844,67.25,66.25
2023-01-18,66.04000091552734,67.0999984741211,66.98999786376953
2023-01-19,65.30999755859375,66.56999969482422,65.86000061035156
2023-01-20,66.37999725341797,66.44000244140625,65.44000244140625
2023-01-23,66.93000030517578,67.30000305175781,66.38999938964844
2023-01-24,67.0999984741211,67.44999694824219,66.87000274658203
2023-01-25,67.30999755859375,67.33999633789062,67.33999633789062
2023-01-26,67.97000122070312,68.0,67.68000030517578
2023-01-27,68.30000305175781,68.68000030517578,67.8499984741211
2023-01-30,67.7699966430664,68.44999694824219,68.06999969482422
2023-01-31,67.83000183105469,68.1500015258789,67.52999877929688
2023-02-01,67.9000015258789,68.12999725341797,67.62000274658203
2023-02-02,67.86000061035156,68.8499984741211,68.20999908447266
2023-02-03,67.58999633789062,67.63999938964844,67.33000183105469
2023-02-06,67.7300033569336,67.80999755859375,67.0
2023-02-07,67.37000274658203,67.88999938964844,67.29000091552734
2023-02-08,67.22000122070312,67.69999694824219,67.26000213623047
2023-02-09,66.2300033569336,67.73999786376953,67.43000030517578
2023-02-10,66.8499984741211,67.0,66.08000183105469
2023-02-13,67.1500015258789,67.3499984741211,67.0
2023-02-14,65.70999908447266,67.12999725341797,67.02999877929688
2023-02-15,66.4000015258789,66.44000244140625,65.72000122070312
2023-02-16,66.30999755859375,66.63999938964844,65.83000183105469
2023-02-17,66.12000274658203,66.4000015258789,66.30000305175781
2023-02-21,65.22000122070312,66.05000305175781,65.75
2023-02-22,65.5199966430664,67.05000305175781,65.83000183105469
2023-02-23,66.08000183105469,66.5199966430664,66.05000305175781
2023-02-24,64.9800033569336,65.8499984741211,65.72000122070312
2023-02-27,64.76000213623047,65.7300033569336,65.6500015258789
2023-02-28,63.95000076293945,64.80000305175781,64.48999786376953
2023-03-01,63.52000045776367,63.84000015258789,63.84000015258789
2023-03-02,64.08999633789062,64.25,63.380001068115234
2023-03-03,64.48999786376953,64.79000091552734,64.38999938964844
2023-03-06,64.30000305175781,64.88999938964844,64.73999786376953
2023-03-07,63.900001525878906,64.51000213623047,64.41000366210938
2023-03-08,64.54000091552734,64.58999633789062,63.81999969482422
2023-03-09,63.43999862670898,64.69999694824219,64.54000091552734
2023-03-10,61.380001068115234,63.4900016784668,63.43000030517578
2023-03-13,62.790000915527344,63.66999816894531,61.380001068115234
2023-03-14,63.220001220703125,64.02999877929688,63.38999938964844
2023-03-15,63.060001373291016,63.75,62.84000015258789
2023-03-16,62.43000030517578,62.900001525878906,62.63999938964844
2023-03-17,61.380001068115234,62.38999938964844,62.38999938964844
2023-03-20,61.970001220703125,62.290000915527344,61.65999984741211
2023-03-21,61.27000045776367,62.40999984741211,62.27999877929688
2023-03-22,59.400001525878906,61.310001373291016,61.0
2023-03-23,59.27000045776367,60.38999938964844,59.900001525878906
2023-03-24,61.040000915527344,61.09000015258789,59.15999984741211
2023-03-27,60.709999084472656,61.470001220703125,61.380001068115234
2023-03-28,61.060001373291016,61.06999969482422,60.36000061035156
2023-03-29,62.040000915527344,62.13999938964844,61.61000061035156
2023-03-30,62.61000061035156,62.86000061035156,62.43000030517578
2023-03-31,63.31999969482422,63.36000061035156,62.52000045776367
2023-04-03,62.869998931884766,63.400001525878906,62.95000076293945
2023-04-04,62.84000015258789,62.9900016784668,62.83000183105469
2023-04-05,62.709999084472656,63.11000061035156,62.959999084472656
2023-04-06,62.56999969482422,62.97999954223633,62.970001220703125
2023-04-10,62.650001525878906,62.65999984741211,62.25
2023-04-11,62.09999847412109,62.5,62.5
2023-04-12,61.91999816894531,63.220001220703125,62.9900016784668
2023-04-13,61.52999877929688,61.7599983215332,61.7599983215332
2023-04-14,60.77000045776367,61.88999938964844,61.66999816894531
2023-04-17,61.560001373291016,61.56999969482422,61.02000045776367
2023-04-18,61.11000061035156,61.75,61.40999984741211
2023-04-19,61.63999938964844,61.650001525878906,60.66999816894531
2023-04-20,61.93000030517578,61.97999954223633,61.43999862670898
2023-04-21,62.33000183105469,62.619998931884766,61.970001220703125
2023-04-24,62.09000015258789,62.4900016784668,62.380001068115234
2023-04-25,62.040000915527344,62.27999877929688,61.88999938964844
2023-04-26,61.310001373291016,62.220001220703125,61.9900016784668
2023-04-27,62.290000915527344,62.63999938964844,61.310001373291016
2023-04-28,62.84000015258789,62.93999862670898,62.18999862670898
2023-05-01,62.2400016784668,62.88999938964844,62.59999847412109
2023-05-02,61.38999938964844,62.20000076293945,62.130001068115234
2023-05-03,60.970001220703125,61.81999969482422,61.52999877929688
2023-05-04,61.91999816894531,62.18000030517578,61.15999984741211
2023-05-05,62.95000076293945,63.54999923706055,62.29999923706055
2023-05-08,62.7599983215332,62.95000076293945,62.65999984741211
2023-05-09,62.220001220703125,62.630001068115234,62.58000183105469
2023-05-10,62.369998931884766,62.83000183105469,62.72999954223633
2023-05-11,61.79999923706055,62.18000030517578,62.060001373291016
2023-05-12,62.02999877929688,62.09999847412109,61.95000076293945
","date,5-day,close
2022-08-05,72.4715574476454,72.76000213623047
2022-08-08,73.18778025309244,73.26000213623047
2022-08-09,73.69844750298392,73.55000305175781
2022-08-10,74.18999955919053,74.12999725341797
2022-08-11,74.24399820963542,73.86000061035156
2022-08-12,74.52599843343098,74.66999816894531
2022-08-15,74.93822123209634,74.75
2022-08-16,74.27022026909722,73.69999694824219
2022-08-17,73.44533301459418,73.58000183105469
2022-08-18,72.90155537923177,72.98999786376953
2022-08-19,72.6324461195204,72.91000366210938
2022-08-22,71.9480027940538,71.79000091552734
2022-08-23,70.6151123046875,70.61000061035156
2022-08-24,69.99466620551216,70.63999938964844
2022-08-25,70.46044141981336,71.0199966430664
2022-08-26,70.23333350287544,69.91000366210938
2022-08-29,69.74577857123482,69.98999786376953
2022-08-30,69.07822231716581,68.97000122070312
2022-08-31,68.14444410536024,68.27999877929688
2022-09-01,67.92155287000867,68.44999694824219
2022-09-02,67.69311082628037,67.69000244140625
2022-09-06,67.47333492702906,67.75
2022-09-07,67.91355387369792,68.2699966430664
2022-09-08,67.07066497802735,66.36000061035156
2022-09-09,66.26577860514323,66.79000091552734
2022-09-12,66.99444444444444,67.5999984741211
2022-09-13,66.60333506266277,65.91000366210938
2022-09-14,65.3473378499349,65.41000366210938
2022-09-15,63.60555809868706,63.43000030517578
2022-09-16,63.18555365668403,64.30999755859375
2022-09-19,63.69688737657335,63.970001220703125
2022-09-20,63.29622260199651,63.09000015258789
2022-09-21,62.45177875094944,62.540000915527344
2022-09-22,62.11377834743924,62.5
2022-09-23,61.77733417087131,61.810001373291016
2022-09-26,60.92800165812175,60.900001525878906
2022-09-27,59.51666861640083,59.4900016784668
2022-09-28,59.380444505479595,60.369998931884766
2022-09-29,58.498888397216795,57.95000076293945
2022-09-30,57.52911165025498,58.20000076293945
2022-10-03,58.36777903238933,59.220001220703125
2022-10-04,60.00933430989583,60.27000045776367
2022-10-05,60.29600041707357,59.52000045776367
2022-10-06,59.05222252739801,58.52000045776367
2022-10-07,57.86599926418728,58.02999877929688
2022-10-10,57.119331444634334,57.34999847412109
2022-10-11,57.38355543348524,58.060001373291016
2022-10-12,57.63800014919705,57.52999877929688
2022-10-13,57.504887983534076,57.54999923706055
2022-10-14,56.13777787950304,55.540000915527344
2022-10-17,56.266223992241756,57.4900016784668
2022-10-18,58.224446360270186,58.630001068115234
2022-10-19,58.69777959187826,57.83000183105469
2022-10-20,57.85266825358073,57.470001220703125
2022-10-21,57.43733444213867,57.630001068115234
2022-10-24,58.43311021592882,59.0099983215332
2022-10-25,60.34955529106988,60.4900016784668
2022-10-26,61.33577745225694,60.59999847412109
2022-10-27,61.54088770548503,61.13999938964844
2022-10-28,62.28844485812717,62.310001373291016
2022-10-31,62.78444569905599,62.27000045776367
2022-11-01,62.593777635362414,62.209999084472656
2022-11-02,61.56533245510525,61.06999969482422
2022-11-03,61.144889238145616,61.630001068115234
2022-11-04,62.387777370876734,63.0099983215332
2022-11-07,63.479333157009556,63.130001068115234
2022-11-08,63.70688951280382,63.34000015258789
2022-11-09,63.53377804226346,63.25
2022-11-10,64.73933512369791,65.37000274658203
2022-11-11,65.67733713785807,64.9800033569336
2022-11-14,64.83600319756401,64.08000183105469
2022-11-15,64.40955479939778,64.73999786376953
2022-11-16,64.07977583143446,63.84000015258789
2022-11-17,64.04733522203233,64.41000366210938
2022-11-18,64.56866692437066,64.69999694824219
2022-11-21,65.24400032891168,65.30000305175781
2022-11-22,65.58066999647353,65.30000305175781
2022-11-23,64.98488862779406,64.5199966430664
2022-11-25,64.60510779486762,64.8499984741211
2022-11-28,62.669999525282115,61.7400016784668
2022-11-29,61.28533401489258,62.29999923706055
2022-11-30,62.15266647338867,63.06999969482422
2022-12-01,62.91311179267036,62.810001373291016
2022-12-02,62.99911295572917,62.900001525878906
2022-12-05,62.51266877916123,62.2400016784668
2022-12-06,62.38955578274197,62.709999084472656
2022-12-07,63.236887783474394,63.56999969482422
2022-12-08,64.17999776204427,64.05999755859375
2022-12-09,64.71755201551649,64.44999694824219
2022-12-12,64.93733037312825,64.66999816894531
2022-12-13,65.09955427381728,64.95999908447266
2022-12-14,64.95022481282552,64.66000366210938
2022-12-15,64.67711351182726,64.63999938964844
2022-12-16,63.818444146050346,63.47999954223633
2022-12-19,63.178444332546654,63.540000915527344
2022-12-20,62.95111185709635,63.11000061035156
2022-12-21,63.63533231947158,64.23999786376953
2022-12-22,63.880888027615015,63.45000076293945
2022-12-23,64.1342249552409,64.41000366210938
2022-12-27,64.371336195204,64.11000061035156
2022-12-28,63.63666678534614,63.22999954223633
2022-12-29,63.537776099310975,64.02999877929688
2022-12-30,63.596665700276695,63.43000030517578
2023-01-03,63.62555516560872,63.79999923706055
2023-01-04,64.34800016615127,64.61000061035156
2023-01-05,64.06244447496202,63.38999938964844
2023-01-06,63.7684454176161,64.08000183105469
2023-01-09,64.45022125244141,64.69999694824219
2023-01-10,64.55844226413302,64.13999938964844
2023-01-11,65.445554945204,66.0
2023-01-12,66.79755791558159,66.55000305175781
2023-01-13,66.9042260064019,66.19000244140625
2023-01-17,66.90155673556856,66.88999938964844
2023-01-18,66.51644422743055,66.04000091552734
2023-01-19,65.48555382622614,65.30999755859375
2023-01-20,65.6717742919922,66.37999725341797
2023-01-23,66.75844285753038,66.93000030517578
2023-01-24,67.37533281114365,67.0999984741211
2023-01-25,67.53466474745008,67.30999755859375
2023-01-26,67.93622182210287,67.97000122070312
2023-01-27,68.45311414930556,68.30000305175781
2023-01-30,68.23777787950304,67.7699966430664
2023-01-31,67.8346659342448,67.83000183105469
2023-02-01,67.80266825358073,67.9000015258789
2023-02-02,67.8564459906684,67.86000061035156
2023-02-03,67.68288675944011,67.58999633789062
2023-02-06,67.60977749294705,67.7300033569336
2023-02-07,67.45244801839192,67.37000274658203
2023-02-08,67.18044738769531,67.22000122070312
2023-02-09,66.43355831570095,66.2300033569336
2023-02-10,66.30244479709201,66.8499984741211
2023-02-13,66.92666625976562,67.1500015258789
2023-02-14,66.321999613444,65.70999908447266
2023-02-15,65.91288926866319,66.4000015258789
2023-02-16,66.1871102227105,66.30999755859375
2023-02-17,66.19000040690105,66.12000274658203
2023-02-21,65.49000227186416,65.22000122070312
2023-02-22,65.1346654256185,65.5199966430664
2023-02-23,65.71022118462456,66.08000183105469
2023-02-24,65.471780734592,64.9800033569336
2023-02-27,64.70267045762803,64.76000213623047
2023-02-28,63.9368906656901,63.95000076293945
2023-03-01,63.27888904147678,63.52000045776367
2023-03-02,63.52044160630968,64.08999633789062
2023-03-03,64.29910710652669,64.48999786376953
2023-03-06,64.55622278849285,64.30000305175781
2023-03-07,64.14311447143555,63.900001525878906
2023-03-08,64.22644661797418,64.54000091552734
2023-03-09,63.85844387478298,63.43999862670898
2023-03-10,61.89533276028103,61.380001068115234
2023-03-13,61.539556460910376,62.790000915527344
2023-03-14,62.79533479478624,63.220001220703125
2023-03-15,63.35066825018989,63.060001373291016
2023-03-16,62.82288970947266,62.43000030517578
2023-03-17,61.59844504462348,61.380001068115234
2023-03-20,61.3171122233073,61.970001220703125
2023-03-21,61.307111952039925,61.27000045776367
2023-03-22,59.86333440144856,59.400001525878906
2023-03-23,58.67022315131293,59.27000045776367
2023-03-24,59.85200068155924,61.040000915527344
2023-03-27,61.03399963378906,60.709999084472656
2023-03-28,61.27133348253039,61.060001373291016
2023-03-29,61.91244566175673,62.040000915527344
2023-03-30,62.777334340413404,62.61000061035156
2023-03-31,63.52822223239475,63.31999969482422
2023-04-03,63.477998860677076,62.869998931884766
2023-04-04,63.0044436984592,62.84000015258789
2023-04-05,62.71688834296332,62.709999084472656
2023-04-06,62.539777204725475,62.56999969482422
2023-04-10,62.53800091213651,62.650001525878906
2023-04-11,62.25222227308486,62.09999847412109
2023-04-12,61.836220211452904,61.91999816894531
2023-04-13,61.47110900878906,61.52999877929688
2023-04-14,60.81199968126085,60.77000045776367
2023-04-17,60.95777935451931,61.560001373291016
2023-04-18,61.2206682840983,61.11000061035156
2023-04-19,61.46088892618815,61.63999938964844
2023-04-20,61.92555516560873,61.93000030517578
2023-04-21,62.38289006551107,62.33000183105469
2023-04-24,62.40289009941949,62.09000015258789
2023-04-25,62.14333402845594,62.040000915527344
2023-04-26,61.52689005533855,61.310001373291016
2023-04-27,61.737556796603734,62.290000915527344
2023-04-28,62.712444898817274,62.84000015258789
2023-05-01,62.76577868991428,62.2400016784668
2023-05-02,61.75266698201498,61.38999938964844
2023-05-03,60.80622253417969,60.970001220703125
2023-05-04,61.210221438937715,61.91999816894531
2023-05-05,62.6402215745714,62.95000076293945
2023-05-08,63.285776943630644,62.7599983215332
2023-05-09,62.720222218831374,62.220001220703125
2023-05-10,62.26088892618815,62.369998931884766
2023-05-11,61.88777686225044,61.79999923706055
2023-05-12,61.77710978190104,62.02999877929688
"
3319,US,technical,"Calculate the percentage of days where J.M. Smucker Company (The)'s high was less than its 20-day Hull Moving Average line from November 02, 2020 to December 01, 2020. (Unit: %) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",75.8621,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2020-09-21,109.79000091552734,111.1500015258789,108.87000274658205
2020-09-22,109.87999725341795,111.87999725341795,110.13999938964844
2020-09-23,108.29000091552734,111.04000091552734,110.56999969482422
2020-09-24,110.87000274658205,111.33999633789062,108.5500030517578
2020-09-25,112.1500015258789,112.38999938964844,110.87000274658205
2020-09-28,113.23999786376952,114.27999877929688,112.86000061035156
2020-09-29,113.01000213623048,113.70999908447266,113.04000091552734
2020-09-30,115.5199966430664,116.13999938964844,113.62000274658205
2020-10-01,116.0,116.18000030517578,115.08000183105467
2020-10-02,116.47000122070312,117.62000274658205,115.75
2020-10-05,117.37999725341795,117.68000030517578,116.31999969482422
2020-10-06,117.5,118.75,117.37999725341795
2020-10-07,117.4499969482422,118.18000030517578,117.37000274658205
2020-10-08,117.12999725341795,118.19000244140624,118.0
2020-10-09,118.68000030517578,118.75,117.38999938964844
2020-10-12,119.91999816894533,120.58999633789062,119.12000274658205
2020-10-13,120.08999633789062,120.93000030517578,119.91999816894533
2020-10-14,118.97000122070312,120.47000122070312,119.52999877929688
2020-10-15,118.86000061035156,119.29000091552734,118.62000274658205
2020-10-16,117.87999725341795,119.25,118.73999786376952
2020-10-19,115.20999908447266,118.25,117.75
2020-10-20,114.12000274658205,116.22000122070312,115.80999755859376
2020-10-21,114.4000015258789,114.9499969482422,113.48999786376952
2020-10-22,115.62999725341795,116.04000091552734,114.5
2020-10-23,115.54000091552734,116.58000183105467,116.16000366210938
2020-10-26,115.0999984741211,115.54000091552734,114.83999633789062
2020-10-27,113.0999984741211,115.91000366210938,115.20999908447266
2020-10-28,111.23999786376952,113.4800033569336,112.04000091552734
2020-10-29,111.27999877929688,112.87999725341795,111.26000213623048
2020-10-30,112.1999969482422,113.0999984741211,111.05999755859376
2020-11-02,116.66000366210938,117.04000091552734,113.70999908447266
2020-11-03,116.9800033569336,118.83000183105467,117.23999786376952
2020-11-04,114.58000183105467,118.63999938964844,117.37999725341795
2020-11-05,115.8000030517578,118.38999938964844,115.5999984741211
2020-11-06,116.62000274658205,117.80999755859376,116.0199966430664
2020-11-09,113.26000213623048,117.80999755859376,117.19000244140624
2020-11-10,117.56999969482422,117.66999816894533,113.4800033569336
2020-11-11,119.8000030517578,119.94000244140624,118.20999908447266
2020-11-12,117.8499984741211,118.37999725341795,118.37999725341795
2020-11-13,119.08999633789062,119.38999938964844,118.33999633789062
2020-11-16,120.11000061035156,120.18000030517578,119.5
2020-11-17,118.43000030517578,119.81999969482422,119.58000183105467
2020-11-18,115.7699966430664,118.9499969482422,118.9499969482422
2020-11-19,117.0500030517578,117.38999938964844,116.16000366210938
2020-11-20,116.2300033569336,117.2699966430664,116.63999938964844
2020-11-23,116.0500030517578,117.61000061035156,116.2300033569336
2020-11-24,117.79000091552734,119.13999938964844,116.62999725341795
2020-11-25,118.0,118.69000244140624,118.33000183105467
2020-11-27,116.5,118.22000122070312,118.0
2020-11-30,117.1999969482422,117.22000122070312,116.3000030517578
2020-12-01,116.91999816894533,117.8499984741211,117.37000274658205
","date,20-day,high
2020-10-21,117.69157290305925,114.9499969482422
2020-10-22,116.73167963135295,116.04000091552734
2020-10-23,115.95891579698176,116.58000183105467
2020-10-26,115.32281228135673,115.54000091552734
2020-10-27,114.60693545849293,115.91000366210938
2020-10-28,113.69516584850491,113.4800033569336
2020-10-29,112.74928108908912,112.87999725341795
2020-10-30,112.00067587055685,113.0999984741211
2020-11-02,111.98523276060692,117.04000091552734
2020-11-03,112.52382511749929,118.83000183105467
2020-11-04,113.09774656254493,118.63999938964844
2020-11-05,113.71364521076153,118.38999938964844
2020-11-06,114.3575892044662,117.80999755859376
2020-11-09,114.66982786269413,117.80999755859376
2020-11-10,115.24583019768522,117.66999816894533
2020-11-11,116.17960011304713,119.94000244140624
2020-11-12,117.05159379339837,118.37999725341795
2020-11-13,117.91401159509437,119.38999938964844
2020-11-16,118.69101001590877,120.18000030517578
2020-11-17,119.19024057991062,119.81999969482422
2020-11-18,119.23981080389642,118.9499969482422
2020-11-19,119.08055133770037,117.38999938964844
2020-11-20,118.70528927757627,117.2699966430664
2020-11-23,118.22680196093275,117.61000061035156
2020-11-24,117.86601848916057,119.13999938964844
2020-11-25,117.61249143294958,118.69000244140624
2020-11-27,117.32912438859155,118.22000122070312
2020-11-30,117.11014955958248,117.22000122070312
2020-12-01,116.92275597378288,117.8499984741211
"
3320,US,technical,"How many times did the price break above the 60-day Simple Moving Average line for American Tower from September 07, 2021 to January 17, 2022? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-06-14,270.94000244140625,267.3599853515625,268.42999267578125
2021-06-15,270.4700012207031,268.6199951171875,270.8599853515625
2021-06-16,266.5299987792969,265.760009765625,271.5899963378906
2021-06-17,269.510009765625,263.7799987792969,264.5199890136719
2021-06-18,265.94000244140625,265.9200134277344,268.760009765625
2021-06-21,267.739990234375,264.010009765625,265.989990234375
2021-06-22,266.6099853515625,266.4800109863281,267.7799987792969
2021-06-23,264.2200012207031,263.5199890136719,266.0
2021-06-24,264.1499938964844,262.3299865722656,265.5400085449219
2021-06-25,266.5400085449219,263.8099975585937,264.4100036621094
2021-06-28,271.7900085449219,268.3699951171875,268.3699951171875
2021-06-29,272.7900085449219,270.260009765625,271.4100036621094
2021-06-30,270.1400146484375,270.0299987792969,272.9700012207031
2021-07-01,270.3299865722656,267.6499938964844,268.6300048828125
2021-07-02,272.8699951171875,271.29998779296875,271.29998779296875
2021-07-06,275.7300109863281,271.57000732421875,272.8699951171875
2021-07-07,278.1700134277344,274.010009765625,275.25
2021-07-08,277.9200134277344,276.1199951171875,277.95001220703125
2021-07-09,278.45001220703125,275.32000732421875,277.6700134277344
2021-07-12,279.989990234375,277.739990234375,279.1700134277344
2021-07-13,278.5299987792969,277.6400146484375,278.1400146484375
2021-07-14,281.3699951171875,277.010009765625,278.0
2021-07-15,281.2799987792969,279.0299987792969,282.1000061035156
2021-07-16,282.4599914550781,281.1400146484375,282.239990234375
2021-07-19,280.8900146484375,278.5599975585937,282.8999938964844
2021-07-20,283.0,279.69000244140625,283.1099853515625
2021-07-21,280.260009765625,279.92999267578125,282.67999267578125
2021-07-22,281.6000061035156,276.8900146484375,279.70001220703125
2021-07-23,285.260009765625,280.7300109863281,282.25
2021-07-26,284.6099853515625,282.489990234375,283.3699951171875
2021-07-27,286.8800048828125,284.0299987792969,285.010009765625
2021-07-28,284.9800109863281,283.75,286.94000244140625
2021-07-29,283.0,282.260009765625,286.0
2021-07-30,282.79998779296875,282.7300109863281,284.69000244140625
2021-08-02,283.6199951171875,283.1700134277344,283.5
2021-08-03,284.3500061035156,282.8099975585937,283.70001220703125
2021-08-04,284.8699951171875,281.7099914550781,284.7900085449219
2021-08-05,282.760009765625,281.1300048828125,286.42999267578125
2021-08-06,282.1199951171875,281.010009765625,281.3999938964844
2021-08-09,280.0599975585937,278.95001220703125,282.0
2021-08-10,275.29998779296875,275.0,281.54998779296875
2021-08-11,277.2200012207031,275.3699951171875,276.4100036621094
2021-08-12,280.04998779296875,276.1499938964844,278.0
2021-08-13,282.9200134277344,279.2099914550781,280.42999267578125
2021-08-16,283.20001220703125,281.7699890136719,282.9200134277344
2021-08-17,286.5299987792969,281.1400146484375,281.1400146484375
2021-08-18,283.3800048828125,283.3299865722656,285.9599914550781
2021-08-19,289.1400146484375,281.5899963378906,281.5899963378906
2021-08-20,290.82000732421875,287.75,289.3999938964844
2021-08-23,288.510009765625,287.3099975585937,289.3800048828125
2021-08-24,284.6000061035156,283.3900146484375,289.489990234375
2021-08-25,282.8999938964844,281.7200012207031,284.6499938964844
2021-08-26,283.17999267578125,281.7200012207031,282.2200012207031
2021-08-27,285.5,282.2099914550781,284.82000732421875
2021-08-30,291.67999267578125,285.2200012207031,285.5
2021-08-31,292.1700134277344,288.79998779296875,289.8299865722656
2021-09-01,297.9599914550781,291.989990234375,292.8500061035156
2021-09-02,300.8900146484375,295.69000244140625,298.1000061035156
2021-09-03,302.010009765625,297.1700134277344,300.04998779296875
2021-09-07,299.2200012207031,295.1000061035156,300.5
2021-09-08,303.6199951171875,298.3699951171875,298.6600036621094
2021-09-09,296.82000732421875,296.69000244140625,302.5
2021-09-10,293.8800048828125,290.0599975585937,296.489990234375
2021-09-13,294.6099853515625,293.17999267578125,296.510009765625
2021-09-14,296.3999938964844,294.8099975585937,295.2900085449219
2021-09-15,297.260009765625,294.25,296.6199951171875
2021-09-16,297.1400146484375,292.8399963378906,296.7900085449219
2021-09-17,293.75,293.57000732421875,293.8399963378906
2021-09-20,291.19000244140625,287.6099853515625,291.5400085449219
2021-09-21,291.8699951171875,290.6700134277344,292.25
2021-09-22,293.54998779296875,290.19000244140625,292.1000061035156
2021-09-23,288.0,285.42999267578125,293.5
2021-09-24,282.17999267578125,281.3599853515625,287.8900146484375
2021-09-27,274.1000061035156,273.6700134277344,280.9100036621094
2021-09-28,268.75,266.7699890136719,270.79998779296875
2021-09-29,270.010009765625,268.19000244140625,269.8999938964844
2021-09-30,265.4100036621094,265.2699890136719,271.3699951171875
2021-10-01,266.6099853515625,265.0899963378906,267.010009765625
2021-10-04,265.2300109863281,262.1499938964844,265.9100036621094
2021-10-05,264.54998779296875,262.3099975585937,265.3999938964844
2021-10-06,267.9599914550781,261.1099853515625,263.3800048828125
2021-10-07,266.1099853515625,265.6099853515625,269.20001220703125
2021-10-08,262.0799865722656,261.4100036621094,266.0799865722656
2021-10-11,261.6000061035156,260.5199890136719,261.9200134277344
2021-10-12,264.54998779296875,261.57000732421875,262.7699890136719
2021-10-13,264.17999267578125,259.32000732421875,263.29998779296875
2021-10-14,267.8699951171875,265.07000732421875,265.45001220703125
2021-10-15,269.3299865722656,267.0799865722656,269.7900085449219
2021-10-18,268.0,266.92999267578125,268.44000244140625
2021-10-19,272.8999938964844,269.0400085449219,269.7200012207031
2021-10-20,276.0400085449219,274.1000061035156,274.1000061035156
2021-10-21,279.0400085449219,273.2799987792969,275.7900085449219
2021-10-22,284.45001220703125,279.0,279.7799987792969
2021-10-25,284.5799865722656,280.6199951171875,284.5
2021-10-26,286.94000244140625,285.3999938964844,286.0
2021-10-27,285.4200134277344,285.3099975585937,288.2200012207031
2021-10-28,286.010009765625,282.8500061035156,285.5
2021-10-29,281.9700012207031,279.6400146484375,284.2300109863281
2021-11-01,282.1000061035156,276.4100036621094,282.8599853515625
2021-11-02,282.6499938964844,279.510009765625,282.8099975585937
2021-11-03,280.6000061035156,276.4599914550781,283.7200012207031
2021-11-04,278.95001220703125,277.6400146484375,281.79998779296875
2021-11-05,277.8299865722656,276.70001220703125,280.94000244140625
2021-11-08,278.760009765625,273.42999267578125,278.25
2021-11-09,279.9200134277344,278.79998779296875,279.8900146484375
2021-11-10,275.8800048828125,275.5599975585937,278.6300048828125
2021-11-11,272.4800109863281,270.3699951171875,276.1300048828125
2021-11-12,272.1000061035156,271.6000061035156,274.489990234375
2021-11-15,260.5,259.1400146484375,267.3299865722656
2021-11-16,259.0400085449219,258.6300048828125,262.1300048828125
2021-11-17,257.5299987792969,254.6999969482422,259.1000061035156
2021-11-18,258.9599914550781,253.3999938964844,257.6000061035156
2021-11-19,260.9800109863281,259.6099853515625,260.8999938964844
2021-11-22,257.6300048828125,256.6300048828125,260.0
2021-11-23,262.0,256.75,258.260009765625
2021-11-24,265.4800109863281,260.5,262.8800048828125
2021-11-26,262.8699951171875,262.2699890136719,266.5799865722656
2021-11-29,266.94000244140625,261.489990234375,264.1300048828125
2021-11-30,262.4800109863281,262.3599853515625,264.1600036621094
2021-12-01,258.95001220703125,258.510009765625,263.9800109863281
2021-12-02,266.239990234375,259.2699890136719,259.7300109863281
2021-12-03,266.9599914550781,263.4599914550781,265.7200012207031
2021-12-06,269.57000732421875,267.3399963378906,268.5299987792969
2021-12-07,276.8099975585937,271.25,271.25
2021-12-08,275.8500061035156,273.5400085449219,276.3900146484375
2021-12-09,271.0599975585937,270.92999267578125,275.8800048828125
2021-12-10,272.57000732421875,269.45001220703125,270.9100036621094
2021-12-13,276.0199890136719,270.3500061035156,272.0
2021-12-14,273.4100036621094,271.010009765625,274.4700012207031
2021-12-15,274.3500061035156,271.1199951171875,274.1600036621094
2021-12-16,279.4700012207031,274.7099914550781,274.79998779296875
2021-12-17,278.8599853515625,277.82000732421875,279.25
2021-12-20,278.4599914550781,275.010009765625,275.8500061035156
2021-12-21,277.8500061035156,276.5799865722656,280.29998779296875
2021-12-22,281.25,277.7099914550781,278.95001220703125
2021-12-23,278.739990234375,276.4599914550781,280.0
2021-12-27,285.760009765625,278.4599914550781,280.0599975585937
2021-12-28,288.489990234375,284.7200012207031,285.760009765625
2021-12-29,288.8800048828125,286.79998779296875,286.79998779296875
2021-12-30,291.1400146484375,287.4100036621094,289.6099853515625
2021-12-31,292.5,289.94000244140625,291.3999938964844
2022-01-03,286.3800048828125,280.2799987792969,292.3699951171875
2022-01-04,282.7699890136719,282.4599914550781,287.19000244140625
2022-01-05,264.57000732421875,262.2300109863281,278.9700012207031
2022-01-06,264.8900146484375,256.7699890136719,263.9100036621094
2022-01-07,266.5799865722656,261.0,264.0299987792969
2022-01-10,264.4100036621094,258.6099853515625,267.3500061035156
2022-01-11,260.489990234375,256.1000061035156,259.4100036621094
2022-01-12,259.3900146484375,258.8500061035156,259.8800048828125
2022-01-13,255.44000244140625,255.05999755859372,260.0
2022-01-14,250.6199951171875,246.08999633789065,253.63999938964844
","date,60-day,close
2021-09-07,280.54516855875653,299.2200012207031
2021-09-08,281.08983510335287,303.6199951171875
2021-09-09,281.5290018717448,296.82000732421875
2021-09-10,281.9848353068034,293.8800048828125
2021-09-13,282.4031682332357,294.6099853515625
2021-09-14,282.91083475748695,296.3999938964844
2021-09-15,283.4028350830078,297.260009765625
2021-09-16,283.9116689046224,297.1400146484375
2021-09-17,284.403835550944,293.75
2021-09-20,284.85450236002606,291.19000244140625
2021-09-21,285.2766688028971,291.8699951171875
2021-09-22,285.6393351236979,293.54998779296875
2021-09-23,285.89283498128253,288.0
2021-09-24,286.09350128173827,282.17999267578125
2021-09-27,286.15633494059244,274.1000061035156
2021-09-28,286.087668355306,268.75
2021-09-29,285.9923350016276,270.010009765625
2021-09-30,285.7796681722005,265.4100036621094
2021-10-01,285.5911677042643,266.6099853515625
2021-10-04,285.37083435058594,265.2300109863281
2021-10-05,285.1135009765625,264.54998779296875
2021-10-06,284.9373341878255,267.9599914550781
2021-10-07,284.68300069173176,266.1099853515625
2021-10-08,284.3630004882813,262.0799865722656
2021-10-11,284.0153340657552,261.6000061035156
2021-10-12,283.7430002848307,264.54998779296875
2021-10-13,283.42933349609376,264.17999267578125
2021-10-14,283.22283325195315,267.8699951171875
2021-10-15,283.01833292643227,269.3299865722656
2021-10-18,282.7306660970052,268.0
2021-10-19,282.5354995727539,272.8999938964844
2021-10-20,282.3548329671224,276.0400085449219
2021-10-21,282.2558329264323,279.0400085449219
2021-10-22,282.2799997965495,284.45001220703125
2021-10-25,282.3096664428711,284.5799865722656
2021-10-26,282.36499989827473,286.94000244140625
2021-10-27,282.3828333536784,285.4200134277344
2021-10-28,282.401833597819,286.010009765625
2021-10-29,282.388666788737,281.9700012207031
2021-11-01,282.3883336385091,282.1000061035156
2021-11-02,282.43150024414064,282.6499938964844
2021-11-03,282.5198338826497,280.6000061035156
2021-11-04,282.5486673990885,278.95001220703125
2021-11-05,282.5116673787435,277.8299865722656
2021-11-08,282.442333984375,278.760009765625
2021-11-09,282.3876673380534,279.9200134277344
2021-11-10,282.2101674397787,275.8800048828125
2021-11-11,282.0285008748372,272.4800109863281
2021-11-12,281.7445007324219,272.1000061035156
2021-11-15,281.2391672770182,260.5
2021-11-16,280.7480005900065,259.0400085449219
2021-11-17,280.29683380126954,257.5299987792969
2021-11-18,279.89783376057943,258.9599914550781
2021-11-19,279.5278340657552,260.9800109863281
2021-11-22,279.06333414713544,257.6300048828125
2021-11-23,278.56866760253905,262.0
2021-11-24,278.12383422851565,265.4800109863281
2021-11-26,277.5390009562174,262.8699951171875
2021-11-29,276.9731674194336,266.94000244140625
2021-11-30,276.3143341064453,262.4800109863281
2021-12-01,275.6431676228841,258.95001220703125
2021-12-02,275.0201675415039,266.239990234375
2021-12-03,274.5225006103516,266.9599914550781
2021-12-06,274.117333984375,269.57000732421875
2021-12-07,273.82066752115884,276.8099975585937
2021-12-08,273.47816772460936,275.8500061035156
2021-12-09,273.0415008544922,271.0599975585937
2021-12-10,272.6320007324219,272.57000732421875
2021-12-13,272.3365005493164,276.0199890136719
2021-12-14,272.0401672363281,273.4100036621094
2021-12-15,271.74816741943357,274.3500061035156
2021-12-16,271.5135009765625,279.4700012207031
2021-12-17,271.3611673990885,278.8599853515625
2021-12-20,271.2991673787435,278.4599914550781
2021-12-21,271.3616673787435,277.8500061035156
2021-12-22,271.5700007120768,281.25
2021-12-23,271.715500386556,278.739990234375
2021-12-27,272.05466715494794,285.760009765625
2021-12-28,272.41933390299477,288.489990234375
2021-12-29,272.8135004679362,288.8800048828125
2021-12-30,273.256667582194,291.1400146484375
2021-12-31,273.66566772460936,292.5
2022-01-03,274.0035013834635,286.3800048828125
2022-01-04,274.34833475748695,282.7699890136719
2022-01-05,274.39783477783203,264.57000732421875
2022-01-06,274.4035018920898,264.8900146484375
2022-01-07,274.44350179036456,266.5799865722656
2022-01-10,274.3858352661133,264.4100036621094
2022-01-11,274.2385019938151,260.489990234375
2022-01-12,274.0950022379557,259.3900146484375
2022-01-13,273.8040023803711,255.44000244140625
2022-01-14,273.3803354899089,250.6199951171875
"
3321,US,technical,"From May 28, 2021 to October 28, 2021, how many times did Huntington Ingalls Industries's price break below the 20-day Simple Moving Average line? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",8.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2021-05-03,215.13999938964844,211.3999938964844,213.2100067138672
2021-05-04,214.38999938964844,213.3999938964844,214.57000732421875
2021-05-05,212.8699951171875,209.7400054931641,214.02999877929688
2021-05-06,218.30999755859372,214.63999938964844,214.7400054931641
2021-05-07,216.9900054931641,214.67999267578125,216.32000732421875
2021-05-10,219.3699951171875,218.1999969482422,218.9600067138672
2021-05-11,214.6999969482422,212.83999633789065,218.3600006103516
2021-05-12,212.13999938964844,212.08999633789065,215.83999633789065
2021-05-13,215.2899932861328,210.1100006103516,211.0399932861328
2021-05-14,216.2100067138672,214.3999938964844,216.2899932861328
2021-05-17,216.83999633789065,214.44000244140625,216.4600067138672
2021-05-18,213.3699951171875,213.22000122070312,216.33999633789065
2021-05-19,213.17999267578125,209.4600067138672,212.7100067138672
2021-05-20,212.55999755859372,211.72999572753903,213.17999267578125
2021-05-21,213.6699981689453,212.6499938964844,213.4199981689453
2021-05-24,215.9499969482422,213.1199951171875,214.55999755859372
2021-05-25,211.8800048828125,211.16000366210935,215.9199981689453
2021-05-26,212.77999877929688,208.4600067138672,211.6000061035156
2021-05-27,215.6199951171875,212.7899932861328,214.3500061035156
2021-05-28,216.2100067138672,214.5500030517578,216.3699951171875
2021-06-01,218.08999633789065,216.4199981689453,218.88999938964844
2021-06-02,218.9199981689453,216.02999877929688,218.0
2021-06-03,220.6100006103516,214.3000030517578,218.75
2021-06-04,222.25,219.8600006103516,219.8699951171875
2021-06-07,221.27999877929688,219.1199951171875,222.3699951171875
2021-06-08,222.66000366210935,219.25999450683597,220.8999938964844
2021-06-09,221.02999877929688,220.6699981689453,222.8600006103516
2021-06-10,220.75,220.5,223.41000366210935
2021-06-11,221.0,219.8699951171875,221.4900054931641
2021-06-14,219.8000030517578,218.25,221.0
2021-06-15,220.08999633789065,219.1699981689453,219.80999755859372
2021-06-16,216.7899932861328,216.63999938964844,219.82000732421875
2021-06-17,211.63999938964844,210.13999938964844,216.8000030517578
2021-06-18,207.17999267578125,207.1100006103516,208.9900054931641
2021-06-21,213.0500030517578,208.67999267578125,208.67999267578125
2021-06-22,211.6000061035156,208.8500061035156,211.8600006103516
2021-06-23,209.4900054931641,209.4900054931641,211.3000030517578
2021-06-24,211.07000732421875,208.1699981689453,209.97000122070312
2021-06-25,213.27999877929688,210.6499938964844,210.91000366210935
2021-06-28,211.16000366210935,209.8500061035156,212.6999969482422
2021-06-29,207.8300018310547,207.6499938964844,211.42999267578125
2021-06-30,210.75,205.8500061035156,207.7700042724609
2021-07-01,212.1499938964844,210.47000122070312,212.0800018310547
2021-07-02,211.97000122070312,210.25,212.82000732421875
2021-07-06,205.8600006103516,204.02999877929688,211.9199981689453
2021-07-07,206.88999938964844,204.1699981689453,204.1699981689453
2021-07-08,203.5500030517578,202.42999267578125,203.5
2021-07-09,206.22000122070312,204.9600067138672,207.07000732421875
2021-07-12,204.69000244140625,202.67999267578125,204.4499969482422
2021-07-13,202.66000366210935,202.22999572753903,205.1300048828125
2021-07-14,201.66000366210935,199.94000244140625,202.3300018310547
2021-07-15,201.3800048828125,199.67999267578125,199.8300018310547
2021-07-16,200.7400054931641,200.3500061035156,202.4499969482422
2021-07-19,195.30999755859372,193.72999572753903,197.8999938964844
2021-07-20,202.88999938964844,196.0,196.0
2021-07-21,204.75999450683597,202.4499969482422,204.5399932861328
2021-07-22,202.1699981689453,201.5399932861328,204.2100067138672
2021-07-23,203.75,200.8300018310547,203.7700042724609
2021-07-26,205.1699981689453,203.5,204.1199951171875
2021-07-27,204.42999267578125,203.1699981689453,204.77999877929688
2021-07-28,204.8600006103516,202.8999938964844,205.80999755859372
2021-07-29,207.22999572753903,204.8999938964844,207.02999877929688
2021-07-30,205.1300048828125,204.58999633789065,206.22000122070312
2021-08-02,203.4199981689453,203.22000122070312,205.77999877929688
2021-08-03,204.3600006103516,199.58999633789065,203.1300048828125
2021-08-04,200.41000366210935,198.50999450683597,202.2899932861328
2021-08-05,203.1999969482422,200.5,202.50999450683597
2021-08-06,205.5800018310547,204.88999938964844,205.9900054931641
2021-08-09,205.1300048828125,203.75,204.6300048828125
2021-08-10,206.94000244140625,204.0,204.6100006103516
2021-08-11,208.92999267578125,205.42999267578125,207.3800048828125
2021-08-12,207.4900054931641,206.1300048828125,209.1000061035156
2021-08-13,205.94000244140625,205.75,207.8500061035156
2021-08-16,205.75,203.0,205.0
2021-08-17,205.6699981689453,204.07000732421875,205.0500030517578
2021-08-18,201.1699981689453,201.1199951171875,204.3600006103516
2021-08-19,200.16000366210935,199.1699981689453,200.1699981689453
2021-08-20,202.72999572753903,200.47000122070312,200.47000122070312
2021-08-23,205.97999572753903,203.5399932861328,204.1100006103516
2021-08-24,206.0399932861328,205.66000366210935,206.6499938964844
2021-08-25,206.22000122070312,204.6300048828125,205.32000732421875
2021-08-26,204.4199981689453,202.69000244140625,205.0800018310547
2021-08-27,206.9900054931641,204.9600067138672,205.47000122070312
2021-08-30,207.00999450683597,206.5399932861328,207.00999450683597
2021-08-31,204.1699981689453,203.75999450683597,206.92999267578125
2021-09-01,202.9900054931641,200.97000122070312,204.1000061035156
2021-09-02,205.1300048828125,203.5500030517578,204.02999877929688
2021-09-03,203.1699981689453,202.25999450683597,204.47000122070312
2021-09-07,199.2400054931641,199.1999969482422,201.52999877929688
2021-09-08,199.4900054931641,198.0200042724609,198.7899932861328
2021-09-09,199.3300018310547,198.97999572753903,199.3999938964844
2021-09-10,198.17999267578125,197.3800048828125,200.6999969482422
2021-09-13,200.97999572753903,198.0500030517578,200.0
2021-09-14,197.75,196.5200042724609,201.55999755859372
2021-09-15,199.1999969482422,197.75999450683597,197.77999877929688
2021-09-16,195.0800018310547,194.97000122070312,200.1100006103516
2021-09-17,194.9900054931641,193.5500030517578,194.13999938964844
2021-09-20,193.6300048828125,190.42999267578125,192.47000122070312
2021-09-21,189.32000732421875,189.0,194.1300048828125
2021-09-22,191.47000122070312,190.6000061035156,190.6000061035156
2021-09-23,194.5399932861328,191.82000732421875,191.82000732421875
2021-09-24,195.3699951171875,194.6499938964844,194.6499938964844
2021-09-27,197.05999755859372,196.2100067138672,196.94000244140625
2021-09-28,196.5399932861328,195.75999450683597,197.7100067138672
2021-09-29,197.3300018310547,196.47999572753903,197.75999450683597
2021-09-30,193.05999755859372,192.7700042724609,197.66000366210935
2021-10-01,194.17999267578125,190.47999572753903,194.05999755859372
2021-10-04,195.05999755859372,194.50999450683597,194.77999877929688
2021-10-05,194.92999267578125,193.77999877929688,195.7700042724609
2021-10-06,196.77999877929688,191.9600067138672,193.7100067138672
2021-10-07,202.8600006103516,197.9199981689453,198.0
2021-10-08,206.38999938964844,202.8699951171875,202.8699951171875
2021-10-11,210.82000732421875,206.0800018310547,207.47000122070312
2021-10-12,212.1699981689453,209.3800048828125,210.77999877929688
2021-10-13,207.97000122070312,205.0200042724609,210.6199951171875
2021-10-14,208.4600067138672,205.44000244140625,209.30999755859372
2021-10-15,210.5200042724609,208.3600006103516,209.08999633789065
2021-10-18,207.4499969482422,206.25999450683597,209.6699981689453
2021-10-19,209.4199981689453,206.0399932861328,207.7400054931641
2021-10-20,211.72000122070312,209.1999969482422,209.25999450683597
2021-10-21,211.1300048828125,209.1999969482422,211.50999450683597
2021-10-22,212.8300018310547,211.52999877929688,211.5500030517578
2021-10-25,212.47999572753903,210.1199951171875,212.75999450683597
2021-10-26,204.33999633789065,200.75,205.7899932861328
2021-10-27,202.63999938964844,202.3800048828125,205.22000122070312
2021-10-28,204.5200042724609,201.6100006103516,202.7400054931641
","date,20-day,close
2021-05-28,214.87349853515624,216.2100067138672
2021-06-01,215.02099838256837,218.08999633789065
2021-06-02,215.24749832153321,218.9199981689453
2021-06-03,215.6344985961914,220.6100006103516
2021-06-04,215.8314987182617,222.25
2021-06-07,216.04599838256837,221.27999877929688
2021-06-08,216.21049880981445,222.66000366210935
2021-06-09,216.5269989013672,221.02999877929688
2021-06-10,216.95749893188477,220.75
2021-06-11,217.2429992675781,221.0
2021-06-14,217.42249908447266,219.8000030517578
2021-06-15,217.58499908447266,220.08999633789065
2021-06-16,217.75599899291993,216.7899932861328
2021-06-17,217.6789993286133,211.63999938964844
2021-06-18,217.40999908447264,207.17999267578125
2021-06-21,217.37899932861328,213.0500030517578
2021-06-22,217.16149978637696,211.6000061035156
2021-06-23,217.04199981689453,209.4900054931641
2021-06-24,216.9565002441406,211.07000732421875
2021-06-25,216.8395004272461,213.27999877929688
2021-06-28,216.5870002746582,211.16000366210935
2021-06-29,216.0740005493164,207.8300018310547
2021-06-30,215.66550064086914,210.75
2021-07-01,215.24250030517578,212.1499938964844
2021-07-02,214.72850036621094,211.97000122070312
2021-07-06,213.95750045776367,205.8600006103516
2021-07-07,213.16900024414062,206.88999938964844
2021-07-08,212.29500045776368,203.5500030517578
2021-07-09,211.56850051879883,206.22000122070312
2021-07-12,210.75300064086915,204.69000244140625
2021-07-13,209.89600067138673,202.66000366210935
2021-07-14,208.97450103759766,201.66000366210935
2021-07-15,208.20400161743163,201.3800048828125
2021-07-16,207.65900192260742,200.7400054931641
2021-07-19,207.06550216674805,195.30999755859372
2021-07-20,206.55750198364257,202.88999938964844
2021-07-21,206.2155014038086,204.75999450683597
2021-07-22,205.84950103759766,202.1699981689453
2021-07-23,205.4835006713867,203.75
2021-07-26,205.07800064086913,205.1699981689453
2021-07-27,204.74150009155272,204.42999267578125
2021-07-28,204.59300003051757,204.8600006103516
2021-07-29,204.41699981689453,207.22999572753903
2021-07-30,204.06600036621094,205.1300048828125
2021-08-02,203.63850021362305,203.4199981689453
2021-08-03,203.56350021362306,204.3600006103516
2021-08-04,203.2395004272461,200.41000366210935
2021-08-05,203.2220001220703,203.1999969482422
2021-08-06,203.19000015258788,205.5800018310547
2021-08-09,203.2120002746582,205.1300048828125
2021-08-10,203.42600021362304,206.94000244140625
2021-08-11,203.78949966430665,208.92999267578125
2021-08-12,204.09499969482422,207.4900054931641
2021-08-13,204.35499954223633,205.94000244140625
2021-08-16,204.87699966430665,205.75
2021-08-17,205.0159996032715,205.6699981689453
2021-08-18,204.83649978637695,201.1699981689453
2021-08-19,204.73600006103516,200.16000366210935
2021-08-20,204.68499984741212,202.72999572753903
2021-08-23,204.7254997253418,205.97999572753903
2021-08-24,204.80599975585938,206.0399932861328
2021-08-25,204.87399978637694,206.22000122070312
2021-08-26,204.73349990844727,204.4199981689453
2021-08-27,204.82649993896484,206.9900054931641
2021-08-30,205.00599975585936,207.00999450683597
2021-08-31,204.99649963378906,204.1699981689453
2021-09-01,205.1254997253418,202.9900054931641
2021-09-02,205.2220001220703,205.1300048828125
2021-09-03,205.10149993896485,203.1699981689453
2021-09-07,204.80699996948243,199.2400054931641
2021-09-08,204.43450012207032,199.4900054931641
2021-09-09,203.954500579834,199.3300018310547
2021-09-10,203.48899993896484,198.17999267578125
2021-09-13,203.2409996032715,200.97999572753903
2021-09-14,202.84099960327148,197.75
2021-09-15,202.51749954223632,199.1999969482422
2021-09-16,202.2129997253418,195.0800018310547
2021-09-17,201.95449981689453,194.9900054931641
2021-09-20,201.4995002746582,193.6300048828125
2021-09-21,200.6665008544922,189.32000732421875
2021-09-22,199.9380012512207,191.47000122070312
2021-09-23,199.3540008544922,194.5399932861328
2021-09-24,198.9015007019043,195.3699951171875
2021-09-27,198.40500030517578,197.05999755859372
2021-09-28,197.88150024414062,196.5399932861328
2021-09-29,197.53950042724608,197.3300018310547
2021-09-30,197.0430000305176,193.05999755859372
2021-10-01,196.49549942016603,194.17999267578125
2021-10-04,196.08999938964843,195.05999755859372
2021-10-05,195.8744987487793,194.92999267578125
2021-10-06,195.73899841308594,196.77999877929688
2021-10-07,195.91549835205078,202.8600006103516
2021-10-08,196.32599868774415,206.38999938964844
2021-10-11,196.81799926757813,210.82000732421875
2021-10-12,197.53899917602538,212.1699981689453
2021-10-13,197.97749938964844,207.97000122070312
2021-10-14,198.64649963378906,208.4600067138672
2021-10-15,199.4229995727539,210.5200042724609
2021-10-18,200.1139991760254,207.4499969482422
2021-10-19,201.1189987182617,209.4199981689453
2021-10-20,202.13149871826172,211.72000122070312
2021-10-21,202.96099929809571,211.1300048828125
2021-10-22,203.83399963378906,212.8300018310547
2021-10-25,204.60499954223633,212.47999572753903
2021-10-26,204.99499969482423,204.33999633789065
2021-10-27,205.2604995727539,202.63999938964844
2021-10-28,205.83349990844727,204.5200042724609
"
3322,US,technical,"For Tesla between May 04, 2023 and January 01, 2024, how many times did the price break above the 60-day Simple Moving Average line? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2023-02-08,201.2899932861328,194.30999755859372,196.1000061035156
2023-02-09,207.32000732421875,204.7700042724609,207.77999877929688
2023-02-10,196.88999938964844,192.88999938964844,202.22999572753903
2023-02-13,194.63999938964844,187.6100006103516,194.4199981689453
2023-02-14,209.25,189.44000244140625,191.94000244140625
2023-02-15,214.2400054931641,206.1100006103516,211.75999450683597
2023-02-16,202.0399932861328,201.83999633789065,210.77999877929688
2023-02-17,208.30999755859372,197.5,199.9900054931641
2023-02-21,197.3699951171875,197.22000122070312,204.9900054931641
2023-02-22,200.8600006103516,191.77999877929688,197.92999267578125
2023-02-23,202.07000732421875,196.3300018310547,203.91000366210935
2023-02-24,196.8800048828125,192.8000030517578,196.3300018310547
2023-02-27,207.6300048828125,201.25999450683597,202.02999877929688
2023-02-28,205.7100067138672,203.75,210.58999633789065
2023-03-01,202.7700042724609,198.5200042724609,206.2100067138672
2023-03-02,190.8999938964844,186.00999450683597,186.7400054931641
2023-03-03,197.7899932861328,192.8800048828125,194.8000030517578
2023-03-06,193.80999755859372,192.3000030517578,198.5399932861328
2023-03-07,187.7100067138672,186.1000061035156,191.3800048828125
2023-03-08,182.0,180.0,185.0399932861328
2023-03-09,172.9199981689453,172.50999450683594,180.25
2023-03-10,173.44000244140625,168.44000244140625,175.1300048828125
2023-03-13,174.47999572753906,163.91000366210938,167.4600067138672
2023-03-14,183.25999450683597,177.13999938964844,177.30999755859375
2023-03-15,180.4499969482422,176.02999877929688,180.8000030517578
2023-03-16,184.1300048828125,178.83999633789062,180.3699951171875
2023-03-17,180.1300048828125,177.3300018310547,184.5200042724609
2023-03-20,183.25,176.35000610351562,178.0800018310547
2023-03-21,197.5800018310547,188.0399932861328,188.27999877929688
2023-03-22,191.1499938964844,190.9499969482422,199.3000030517578
2023-03-23,192.22000122070312,188.6499938964844,195.25999450683597
2023-03-24,190.41000366210935,187.1499938964844,191.6499938964844
2023-03-27,191.80999755859372,189.94000244140625,194.4199981689453
2023-03-28,189.19000244140625,185.42999267578125,192.0
2023-03-29,193.8800048828125,189.44000244140625,193.1300048828125
2023-03-30,195.27999877929688,194.4199981689453,195.5800018310547
2023-03-31,207.4600067138672,197.1999969482422,197.52999877929688
2023-04-03,194.7700042724609,192.1999969482422,199.91000366210935
2023-04-04,192.5800018310547,190.32000732421875,197.32000732421875
2023-04-05,185.5200042724609,183.75999450683597,190.5200042724609
2023-04-06,185.05999755859372,179.74000549316406,183.0800018310547
2023-04-10,184.50999450683597,176.11000061035156,179.94000244140625
2023-04-11,186.7899932861328,185.6499938964844,186.69000244140625
2023-04-12,180.5399932861328,180.30999755859372,190.7400054931641
2023-04-13,185.8999938964844,180.94000244140625,182.9600067138672
2023-04-14,185.0,182.00999450683597,183.9499969482422
2023-04-17,187.0399932861328,182.69000244140625,186.32000732421875
2023-04-18,184.30999755859372,183.5800018310547,187.1499938964844
2023-04-19,180.58999633789065,177.64999389648438,179.10000610351562
2023-04-20,162.99000549316406,160.55999755859375,166.1699981689453
2023-04-21,165.0800018310547,161.32000732421875,164.8000030517578
2023-04-24,162.5500030517578,158.61000061035156,164.64999389648438
2023-04-25,160.6699981689453,158.75,159.82000732421875
2023-04-26,153.75,153.13999938964844,160.2899932861328
2023-04-27,160.19000244140625,152.3699951171875,152.63999938964844
2023-04-28,164.30999755859375,157.32000732421875,160.89999389648438
2023-05-01,161.8300018310547,158.8300018310547,163.1699981689453
2023-05-02,160.30999755859375,158.92999267578125,161.8800048828125
2023-05-03,160.61000061035156,159.91000366210938,160.00999450683594
2023-05-04,161.1999969482422,159.64999389648438,162.7100067138672
2023-05-05,170.05999755859375,163.50999450683594,163.97000122070312
2023-05-08,171.7899932861328,169.19000244140625,173.72000122070312
2023-05-09,169.14999389648438,166.55999755859375,168.9499969482422
2023-05-10,168.5399932861328,166.67999267578125,172.5500030517578
2023-05-11,172.0800018310547,166.7899932861328,168.6999969482422
2023-05-12,167.97999572753906,167.22999572753906,176.07000732421875
2023-05-15,166.35000610351562,164.5500030517578,167.66000366210938
2023-05-16,166.52000427246094,164.35000610351562,165.64999389648438
2023-05-17,173.86000061035156,167.19000244140625,168.41000366210938
2023-05-18,176.88999938964844,172.4499969482422,174.22000122070312
2023-05-19,180.13999938964844,176.30999755859375,177.1699981689453
2023-05-22,188.8699951171875,180.11000061035156,180.6999969482422
2023-05-23,185.7700042724609,185.25999450683597,186.1999969482422
2023-05-24,182.8999938964844,178.22000122070312,182.22999572753903
2023-05-25,184.47000122070312,180.5800018310547,186.5399932861328
2023-05-26,193.1699981689453,184.52999877929688,184.6199951171875
2023-05-30,201.16000366210935,197.52999877929688,200.1000061035156
2023-05-31,203.92999267578125,195.1199951171875,199.77999877929688
2023-06-01,207.5200042724609,199.3699951171875,202.58999633789065
2023-06-02,213.97000122070312,209.75,210.1499938964844
2023-06-05,217.6100006103516,214.5200042724609,217.8000030517578
2023-06-06,221.30999755859372,212.52999877929688,216.13999938964844
2023-06-07,224.57000732421875,223.1999969482422,228.0
2023-06-08,234.8600006103516,223.00999450683597,224.22000122070312
2023-06-09,244.3999938964844,242.0200042724609,249.07000732421875
2023-06-12,249.8300018310547,244.58999633789065,247.94000244140625
2023-06-13,258.7099914550781,251.33999633789065,253.50999450683597
2023-06-14,256.7900085449219,250.5,260.1700134277344
2023-06-15,255.8999938964844,247.2899932861328,248.3999938964844
2023-06-16,260.5400085449219,257.2099914550781,258.9200134277344
2023-06-20,274.45001220703125,261.1199951171875,261.5
2023-06-21,259.4599914550781,257.7799987792969,275.1300048828125
2023-06-22,264.6099853515625,248.25,250.7700042724609
2023-06-23,256.6000061035156,252.8000030517578,259.2900085449219
2023-06-26,241.0500030517578,240.6999969482422,250.07000732421875
2023-06-27,250.2100067138672,240.8500061035156,243.2400054931641
2023-06-28,256.239990234375,248.88999938964844,249.6999969482422
2023-06-29,257.5,253.6100006103516,258.0299987792969
2023-06-30,261.7699890136719,259.8900146484375,260.6000061035156
2023-07-03,279.82000732421875,275.1099853515625,276.489990234375
2023-07-05,282.4800109863281,277.6000061035156,278.82000732421875
2023-07-06,276.5400085449219,272.8800048828125,278.0899963378906
2023-07-07,274.42999267578125,273.7699890136719,278.42999267578125
2023-07-10,269.6099853515625,265.1000061035156,276.4700012207031
2023-07-11,269.7900085449219,266.3699951171875,268.6499938964844
2023-07-12,271.989990234375,271.4599914550781,276.3299865722656
2023-07-13,277.8999938964844,270.6000061035156,274.5899963378906
2023-07-14,281.3800048828125,276.3099975585937,277.010009765625
2023-07-17,290.3800048828125,283.57000732421875,286.6300048828125
2023-07-18,293.3399963378906,286.010009765625,290.1499938964844
2023-07-19,291.260009765625,289.5199890136719,296.0400085449219
2023-07-20,262.8999938964844,261.20001220703125,279.5599975585937
2023-07-21,260.0199890136719,255.8000030517578,268.0
2023-07-24,269.0599975585937,254.1199951171875,255.8500061035156
2023-07-25,265.2799987792969,265.0,272.3800048828125
2023-07-26,264.3500061035156,261.75,263.25
2023-07-27,255.7100067138672,255.3000030517578,268.3099975585937
2023-07-28,266.44000244140625,258.2300109863281,259.8599853515625
2023-07-31,267.42999267578125,263.7799987792969,267.4800109863281
2023-08-01,261.07000732421875,260.25,266.260009765625
2023-08-02,254.1100006103516,250.4900054931641,255.57000732421875
2023-08-03,259.32000732421875,252.0,252.0399932861328
2023-08-04,253.8600006103516,253.1100006103516,260.9700012207031
2023-08-07,251.4499969482422,242.75999450683597,251.4499969482422
2023-08-08,249.6999969482422,245.00999450683597,247.4499969482422
2023-08-09,242.19000244140625,241.8999938964844,250.8699951171875
2023-08-10,245.33999633789065,243.0,245.3999938964844
2023-08-11,242.6499938964844,238.0200042724609,241.7700042724609
2023-08-14,239.75999450683597,233.75,235.6999969482422
2023-08-15,232.9600067138672,232.6100006103516,238.72999572753903
2023-08-16,225.6000061035156,225.3800048828125,228.0200042724609
2023-08-17,219.22000122070312,218.8300018310547,226.05999755859372
2023-08-18,215.4900054931641,212.3600006103516,214.1199951171875
2023-08-21,231.27999877929688,220.5800018310547,221.5500030517578
2023-08-22,233.19000244140625,229.5500030517578,240.25
2023-08-23,236.8600006103516,229.2899932861328,229.33999633789065
2023-08-24,230.0399932861328,228.17999267578125,238.66000366210935
2023-08-25,238.58999633789065,230.3500061035156,231.30999755859372
2023-08-28,238.82000732421875,235.3500061035156,242.5800018310547
2023-08-29,257.17999267578125,237.7700042724609,238.5800018310547
2023-08-30,256.8999938964844,250.58999633789065,254.1999969482422
2023-08-31,258.0799865722656,255.0500030517578,255.97999572753903
2023-09-01,245.00999450683597,242.00999450683597,257.260009765625
2023-09-05,256.489990234375,244.8600006103516,245.0
2023-09-06,251.9199981689453,245.05999755859372,255.13999938964844
2023-09-07,251.4900054931641,243.2700042724609,245.07000732421875
2023-09-08,248.5,246.6699981689453,251.22000122070312
2023-09-11,273.5799865722656,260.6099853515625,264.2699890136719
2023-09-12,267.4800109863281,266.6000061035156,270.760009765625
2023-09-13,271.29998779296875,268.1000061035156,270.07000732421875
2023-09-14,276.0400085449219,270.4200134277344,271.32000732421875
2023-09-15,274.3900146484375,271.0,277.54998779296875
2023-09-18,265.2799987792969,263.760009765625,271.1600036621094
2023-09-19,266.5,261.20001220703125,264.3500061035156
2023-09-20,262.5899963378906,262.4599914550781,267.0400085449219
2023-09-21,255.6999969482422,254.2100067138672,257.8500061035156
2023-09-22,244.8800048828125,244.47999572753903,257.3999938964844
2023-09-25,246.9900054931641,238.30999755859372,243.3800048828125
2023-09-26,244.1199951171875,241.66000366210935,242.97999572753903
2023-09-27,240.5,234.5800018310547,244.25999450683597
2023-09-28,246.3800048828125,238.6499938964844,240.0200042724609
2023-09-29,250.22000122070312,246.3500061035156,250.0
2023-10-02,251.6000061035156,242.6199951171875,244.80999755859372
2023-10-03,246.52999877929688,244.4499969482422,248.6100006103516
2023-10-04,261.1600036621094,247.6000061035156,248.13999938964844
2023-10-05,260.04998779296875,256.25,260.0
2023-10-06,260.5299987792969,250.6499938964844,253.97999572753903
2023-10-09,259.6700134277344,252.0500030517578,255.30999755859372
2023-10-10,263.6199951171875,257.6499938964844,257.75
2023-10-11,262.989990234375,260.8999938964844,266.20001220703125
2023-10-12,258.8699951171875,256.6300048828125,262.9200134277344
2023-10-13,251.1199951171875,250.22000122070312,258.8999938964844
2023-10-16,253.9199981689453,248.47999572753903,250.0500030517578
2023-10-17,254.8500061035156,247.0800018310547,250.1000061035156
2023-10-18,242.67999267578125,242.0800018310547,252.6999969482422
2023-10-19,220.1100006103516,216.77999877929688,225.9499969482422
2023-10-20,211.9900054931641,210.4199981689453,217.00999450683597
2023-10-23,212.0800018310547,202.50999450683597,210.0
2023-10-24,216.5200042724609,214.1100006103516,216.5
2023-10-25,212.4199981689453,212.1999969482422,215.8800048828125
2023-10-26,205.75999450683597,204.8800048828125,211.32000732421875
2023-10-27,207.3000030517578,205.7700042724609,210.6000061035156
2023-10-30,197.3600006103516,194.6699981689453,209.27999877929688
2023-10-31,200.83999633789065,194.07000732421875,196.1199951171875
2023-11-01,205.66000366210935,197.8500061035156,204.0399932861328
2023-11-02,218.50999450683597,211.4499969482422,212.97000122070312
2023-11-03,219.9600067138672,218.3999938964844,221.1499938964844
2023-11-06,219.2700042724609,215.0,223.97999572753903
2023-11-07,222.17999267578125,215.72000122070312,219.97999572753903
2023-11-08,222.1100006103516,217.63999938964844,223.1499938964844
2023-11-09,209.97999572753903,206.67999267578125,219.75
2023-11-10,214.6499938964844,205.69000244140625,210.02999877929688
2023-11-13,223.7100067138672,211.6100006103516,215.6000061035156
2023-11-14,237.41000366210935,230.72000122070312,235.02999877929688
2023-11-15,242.83999633789065,236.4499969482422,239.2899932861328
2023-11-16,233.58999633789065,230.9600067138672,239.4900054931641
2023-11-17,234.3000030517578,226.5399932861328,232.0
2023-11-20,235.6000061035156,231.0200042724609,234.0399932861328
2023-11-21,241.1999969482422,233.33999633789065,235.0399932861328
2023-11-22,234.2100067138672,231.3999938964844,242.0399932861328
2023-11-24,235.4499969482422,232.3300018310547,233.75
2023-11-27,236.0800018310547,232.1000061035156,236.88999938964844
2023-11-28,246.72000122070312,234.00999450683597,236.67999267578125
2023-11-29,244.13999938964844,242.75999450683597,249.2100067138672
2023-11-30,240.0800018310547,236.91000366210935,245.13999938964844
2023-12-01,238.8300018310547,231.8999938964844,233.13999938964844
2023-12-04,235.5800018310547,233.2899932861328,235.75
2023-12-05,238.72000122070312,233.6999969482422,233.8699951171875
2023-12-06,239.3699951171875,239.1699981689453,242.9199981689453
2023-12-07,242.63999938964844,236.97999572753903,241.5500030517578
2023-12-08,243.83999633789065,239.2700042724609,240.2700042724609
2023-12-11,239.7400054931641,237.4499969482422,242.7400054931641
2023-12-12,237.00999450683597,233.8699951171875,238.5500030517578
2023-12-13,239.2899932861328,228.1999969482422,234.19000244140625
2023-12-14,251.0500030517578,240.7899932861328,241.22000122070312
2023-12-15,253.5,248.3000030517578,251.2100067138672
2023-12-18,252.0800018310547,251.3600006103516,253.77999877929688
2023-12-19,257.2200012207031,253.00999450683597,253.47999572753903
2023-12-20,247.13999938964844,247.0,256.4100036621094
2023-12-21,254.5,248.5500030517578,251.8999938964844
2023-12-22,252.5399932861328,251.3699951171875,256.760009765625
2023-12-26,256.6099853515625,252.91000366210935,254.4900054931641
2023-12-27,261.44000244140625,257.5199890136719,258.3500061035156
2023-12-28,253.17999267578125,252.7100067138672,263.6600036621094
2023-12-29,248.47999572753903,247.42999267578125,255.1000061035156
","date,60-day,close
2023-05-04,186.44366658528645,161.1999969482422
2023-05-05,185.92316665649415,170.05999755859375
2023-05-08,185.33099975585938,171.7899932861328
2023-05-09,184.8686663309733,169.14999389648438
2023-05-10,184.43366622924805,168.5399932861328
2023-05-11,183.8141662597656,172.0800018310547
2023-05-12,183.0431660970052,167.97999572753906
2023-05-15,182.4483329772949,166.35000610351562
2023-05-16,181.7518330891927,166.52000427246094
2023-05-17,181.3599998474121,173.86000061035156
2023-05-18,180.96049982706705,176.88999938964844
2023-05-19,180.59499969482422,180.13999938964844
2023-05-22,180.4614995320638,188.8699951171875
2023-05-23,180.09716618855794,185.7700042724609
2023-05-24,179.71699930826824,182.8999938964844
2023-05-25,179.4119992574056,184.47000122070312
2023-05-26,179.4498326619466,193.1699981689453
2023-05-30,179.50599950154623,201.16000366210935
2023-05-31,179.67466608683267,203.92999267578125
2023-06-01,180.00483271280925,207.5200042724609
2023-06-02,180.53766606648762,213.97000122070312
2023-06-05,181.28249944051106,217.6100006103516
2023-06-06,182.0803326924642,221.30999755859372
2023-06-07,182.91516621907553,224.57000732421875
2023-06-08,183.7751663208008,234.8600006103516
2023-06-09,184.84099960327148,244.3999938964844
2023-06-12,185.93599955240884,249.8300018310547
2023-06-13,187.24566599527995,258.7099914550781
2023-06-14,188.471332804362,256.7900085449219
2023-06-15,189.44333267211914,255.8999938964844
2023-06-16,190.59983291625977,260.5400085449219
2023-06-20,191.97033309936523,274.45001220703125
2023-06-21,193.12116622924805,259.4599914550781
2023-06-22,194.33449935913086,264.6099853515625
2023-06-23,195.457999420166,256.6000061035156
2023-06-26,196.2441660563151,241.0500030517578
2023-06-27,197.15966618855794,250.2100067138672
2023-06-28,197.97266591389973,256.239990234375
2023-06-29,199.01816584269207,257.5
2023-06-30,200.17133229573568,261.7699890136719
2023-07-03,201.74299901326498,279.82000732421875
2023-07-05,203.3666659037272,282.4800109863281
2023-07-06,204.90049947102864,276.5400085449219
2023-07-07,206.36116612752278,274.42999267578125
2023-07-10,207.84566599527994,269.6099853515625
2023-07-11,209.24383290608725,269.7900085449219
2023-07-12,210.69366607666015,271.989990234375
2023-07-13,212.207999420166,277.8999938964844
2023-07-14,213.82583287556966,281.3800048828125
2023-07-17,215.65566635131836,290.3800048828125
2023-07-18,217.82816619873046,293.3399963378906
2023-07-19,219.9311663309733,291.260009765625
2023-07-20,221.60366617838542,262.8999938964844
2023-07-21,223.25949935913087,260.0199890136719
2023-07-24,225.18133265177408,269.0599975585937
2023-07-25,226.93283259073894,265.2799987792969
2023-07-26,228.60016606648762,264.3500061035156
2023-07-27,230.1648328145345,255.7100067138672
2023-07-28,231.93366622924805,266.44000244140625
2023-07-31,233.71399943033853,267.42999267578125
2023-08-01,235.37849960327148,261.07000732421875
2023-08-02,236.77933298746746,254.1100006103516
2023-08-03,238.23816655476887,259.32000732421875
2023-08-04,239.65,253.8600006103516
2023-08-07,241.03183339436848,251.4499969482422
2023-08-08,242.32549997965495,249.6999969482422
2023-08-09,243.56233342488608,242.19000244140625
2023-08-10,244.87883326212565,245.33999633789065
2023-08-11,246.14766642252604,242.6499938964844
2023-08-14,247.24599965413412,239.75999450683597
2023-08-15,248.1804997762044,232.9600067138672
2023-08-16,248.93816655476888,225.6000061035156
2023-08-17,249.44399998982746,219.22000122070312
2023-08-18,249.93933334350587,215.4900054931641
2023-08-21,250.74566675821941,231.27999877929688
2023-08-22,251.55766677856445,233.19000244140625
2023-08-23,252.28583348592122,236.8600006103516
2023-08-24,252.7671666463216,230.0399932861328
2023-08-25,253.34483337402344,238.58999633789065
2023-08-28,253.86650009155272,238.82000732421875
2023-08-29,254.58666661580403,257.17999267578125
2023-08-30,255.2414998372396,256.8999938964844
2023-08-31,255.85433298746744,258.0799865722656
2023-09-01,256.1949994405111,245.00999450683597
2023-09-05,256.5554992675781,256.489990234375
2023-09-06,256.68083267211915,251.9199981689453
2023-09-07,256.70849939982094,251.4900054931641
2023-09-08,256.53833287556967,248.5
2023-09-11,256.81816584269205,273.5799865722656
2023-09-12,257.0111661275228,267.4800109863281
2023-09-13,257.19049911499025,271.29998779296875
2023-09-14,257.2169990539551,276.0400085449219
2023-09-15,257.4658327738444,274.3900146484375
2023-09-18,257.4769996643066,265.2799987792969
2023-09-19,257.64199956258136,266.5
2023-09-20,258.0009994506836,262.5899963378906
2023-09-21,258.0924992879232,255.6999969482422
2023-09-22,257.90316619873045,244.8800048828125
2023-09-25,257.72799962361654,246.9900054931641
2023-09-26,257.43383305867513,244.1199951171875
2023-09-27,256.7784996032715,240.5
2023-09-28,256.1768328348796,246.3800048828125
2023-09-29,255.73816604614257,250.22000122070312
2023-10-02,255.35766626993816,251.6000061035156
2023-10-03,254.97299982706707,246.52999877929688
2023-10-04,254.82916641235352,261.1600036621094
2023-10-05,254.63016637166342,260.04998779296875
2023-10-06,254.3406664530436,260.5299987792969
2023-10-09,253.97883326212565,259.6700134277344
2023-10-10,253.53283309936523,263.6199951171875
2023-10-11,253.02699966430663,262.989990234375
2023-10-12,252.48716608683267,258.8699951171875
2023-10-13,252.29083277384441,251.1199951171875
2023-10-16,252.1891662597656,253.9199981689453
2023-10-17,251.95233306884765,254.8500061035156
2023-10-18,251.57566630045574,242.67999267578125
2023-10-19,250.83833287556965,220.1100006103516
2023-10-20,250.10966618855795,211.9900054931641
2023-10-23,249.20366617838542,212.0800018310547
2023-10-24,248.35516637166342,216.5200042724609
2023-10-25,247.5443328857422,212.4199981689453
2023-10-26,246.7384994506836,205.75999450683597
2023-10-27,245.87149937947592,207.3000030517578
2023-10-30,244.92983271280926,197.3600006103516
2023-10-31,244.08633270263672,200.83999633789065
2023-11-01,243.3523328145345,205.66000366210935
2023-11-02,242.957666015625,218.50999450683597
2023-11-03,242.53466618855794,219.9600067138672
2023-11-06,242.1449996948242,219.2700042724609
2023-11-07,241.85199966430665,222.17999267578125
2023-11-08,241.67116622924806,222.1100006103516
2023-11-09,241.41083272298178,209.97999572753903
2023-11-10,241.33466593424478,214.6499938964844
2023-11-13,241.47166595458984,223.7100067138672
2023-11-14,241.5738327026367,237.41000366210935
2023-11-15,241.7346659342448,242.83999633789065
2023-11-16,241.6801658630371,233.58999633789065
2023-11-17,241.75116602579752,234.3000030517578
2023-11-20,241.70133285522462,235.6000061035156
2023-11-21,241.74099934895833,241.1999969482422
2023-11-22,241.3581662495931,234.2100067138672
2023-11-24,241.00066630045572,235.4499969482422
2023-11-27,240.6339998881022,236.0800018310547
2023-11-28,240.6625,246.72000122070312
2023-11-29,240.45666681925456,244.13999938964844
2023-11-30,240.25933354695638,240.0800018310547
2023-12-01,240.04833348592123,238.8300018310547
2023-12-04,239.83300018310547,235.5800018310547
2023-12-05,239.2520004272461,238.72000122070312
2023-12-06,238.78350016276042,239.3699951171875
2023-12-07,238.30583368937175,242.63999938964844
2023-12-08,237.76916681925456,243.83999633789065
2023-12-11,237.19166666666666,239.7400054931641
2023-12-12,236.72049992879232,237.00999450683597
2023-12-13,236.26699981689453,239.2899932861328
2023-12-14,236.07466659545898,251.0500030517578
2023-12-15,236.03799997965496,253.5
2023-12-18,236.15799992879232,252.0800018310547
2023-12-19,236.32849985758463,257.2200012207031
2023-12-20,236.37883326212565,247.13999938964844
2023-12-21,236.61216659545897,254.5
2023-12-22,236.71483306884767,252.5399932861328
2023-12-26,236.821332804362,256.6099853515625
2023-12-27,236.98533274332684,261.44000244140625
2023-12-28,237.0961659749349,253.17999267578125
2023-12-29,236.88483250935872,248.47999572753903
"
3323,US,technical,"How many break above events of the 60-day Simple Moving Average line occurred for Southwest Airlines from January 12, 2023 to December 05, 2023? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",4.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2022-10-18,33.310001373291016,32.97999954223633,33.380001068115234
2022-10-19,33.119998931884766,32.7599983215332,33.97999954223633
2022-10-20,32.810001373291016,32.790000915527344,33.439998626708984
2022-10-21,33.099998474121094,32.380001068115234,32.650001525878906
2022-10-24,33.720001220703125,32.970001220703125,33.279998779296875
2022-10-25,34.619998931884766,33.369998931884766,33.54999923706055
2022-10-26,34.369998931884766,34.310001373291016,34.599998474121094
2022-10-27,35.290000915527344,34.95000076293945,35.31999969482422
2022-10-28,36.22999954223633,34.970001220703125,35.58000183105469
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2023-10-16,25.61000061035156,25.270000457763672,25.450000762939453
2023-10-17,25.790000915527344,25.459999084472656,25.479999542236328
2023-10-18,24.700000762939453,24.65999984741211,25.51000022888184
2023-10-19,24.3700008392334,24.350000381469727,24.65999984741211
2023-10-20,24.200000762939453,24.1200008392334,24.25
2023-10-23,24.290000915527344,23.959999084472656,24.09000015258789
2023-10-24,23.899999618530277,23.82999992370605,24.36000061035156
2023-10-25,23.600000381469727,23.57999992370605,23.950000762939453
2023-10-26,23.38999938964844,22.81999969482422,23.5
2023-10-27,22.34000015258789,22.21999931335449,22.899999618530277
2023-10-30,22.51000022888184,22.01000022888184,22.420000076293945
2023-10-31,22.229999542236328,21.920000076293945,22.34000015258789
2023-11-01,22.229999542236328,21.90999984741211,22.07999992370605
2023-11-02,23.15999984741211,22.440000534057617,22.56999969482422
2023-11-03,23.700000762939453,23.38999938964844,23.57999992370605
2023-11-06,23.530000686645508,23.25,23.88999938964844
2023-11-07,23.559999465942383,23.25,23.600000381469727
2023-11-08,23.989999771118164,23.63999938964844,23.68000030517578
2023-11-09,23.350000381469727,23.309999465942383,24.15999984741211
2023-11-10,23.15999984741211,22.68000030517578,23.149999618530277
2023-11-13,23.09000015258789,22.57999992370605,22.700000762939453
2023-11-14,24.299999237060547,23.459999084472656,23.6200008392334
2023-11-15,24.940000534057617,24.38999938964844,24.43000030517578
2023-11-16,24.290000915527344,24.18000030517578,24.88999938964844
2023-11-17,24.809999465942383,24.239999771118164,24.489999771118164
2023-11-20,25.1299991607666,24.520000457763672,24.76000022888184
2023-11-21,24.6299991607666,24.51000022888184,24.950000762939453
2023-11-22,24.709999084472656,24.5,25.100000381469727
2023-11-24,24.8700008392334,24.65999984741211,24.81999969482422
2023-11-27,24.440000534057617,24.31999969482422,24.76000022888184
2023-11-28,24.81999969482422,24.21999931335449,24.420000076293945
2023-11-29,25.32999992370605,25.0,25.049999237060547
2023-11-30,25.56999969482422,25.06999969482422,25.46999931335449
2023-12-01,26.690000534057617,25.540000915527344,25.61000061035156
2023-12-04,27.299999237060547,26.420000076293945,26.65999984741211
2023-12-05,27.170000076293945,26.82999992370605,27.149999618530277
","date,60-day,close
2023-01-12,36.610666592915855,36.970001220703125
2023-01-13,36.67199993133545,36.9900016784668
2023-01-17,36.73733329772949,37.040000915527344
2023-01-18,36.79549992879232,36.29999923706055
2023-01-19,36.85133330027262,36.45000076293945
2023-01-20,36.90699996948242,37.060001373291016
2023-01-23,36.94149996439616,36.68999862670898
2023-01-24,36.979999987284344,36.68000030517578
2023-01-25,37.00633328755696,36.869998931884766
2023-01-26,36.99749997456868,35.70000076293945
2023-01-27,36.995666694641116,36.2400016784668
2023-01-30,36.97116673787435,35.470001220703125
2023-01-31,36.95900007883708,35.77000045776367
2023-02-01,36.93683344523112,35.630001068115234
2023-02-02,36.93250007629395,36.81999969482422
2023-02-03,36.91500002543132,36.34999847412109
2023-02-06,36.891333389282224,36.02000045776367
2023-02-07,36.87450002034505,36.18999862670898
2023-02-08,36.81583334604899,35.29999923706055
2023-02-09,36.75733331044515,34.849998474121094
2023-02-10,36.70433330535889,34.56999969482422
2023-02-13,36.64483331044515,35.06999969482422
2023-02-14,36.60349992116292,35.5099983215332
2023-02-15,36.57166659037272,35.720001220703125
2023-02-16,36.52666657765706,35.40999984741211
2023-02-17,36.486833254496254,35.36000061035156
2023-02-21,36.41333325703939,33.7599983215332
2023-02-22,36.32949988047282,33.599998474121094
2023-02-23,36.236499849955244,33.63999938964844
2023-02-24,36.15316651662191,33.56999969482422
2023-02-27,36.05799986521403,33.540000915527344
2023-02-28,35.95249989827474,33.58000183105469
2023-03-01,35.84533322652181,33.650001525878906
2023-03-02,35.74816652933757,33.91999816894531
2023-03-03,35.65949986775716,34.18000030517578
2023-03-06,35.56083316802979,33.7599983215332
2023-03-07,35.48683312733968,33.369998931884766
2023-03-08,35.42699979146322,33.900001525878906
2023-03-09,35.34483318328857,33.08000183105469
2023-03-10,35.24199988047282,32.77000045776367
2023-03-13,35.13016653060913,31.059999465942383
2023-03-14,35.003333218892415,30.530000686645508
2023-03-15,34.87733319600423,29.729999542236328
2023-03-16,34.76399987538655,30.479999542236328
2023-03-17,34.65866657892863,30.030000686645508
2023-03-20,34.553499921162924,30.07999992370605
2023-03-21,34.46083329518636,31.040000915527344
2023-03-22,34.371166642506914,30.07999992370605
2023-03-23,34.263333320617676,29.6200008392334
2023-03-24,34.1914999961853,29.6299991607666
2023-03-27,34.15750001271566,30.149999618530277
2023-03-28,34.11166664759318,30.6299991607666
2023-03-29,34.07450002034505,31.440000534057617
2023-03-30,34.061500040690106,31.81999969482422
2023-03-31,34.04350007375081,32.540000915527344
2023-04-03,34.01283343633016,31.690000534057617
2023-04-04,33.95683339436849,31.71999931335449
2023-04-05,33.88966671625773,31.57999992370605
2023-04-06,33.812666734059654,31.59000015258789
2023-04-10,33.74933334986369,32.16999816894531
2023-04-11,33.678333314259845,32.709999084472656
2023-04-12,33.59916664759318,32.2400016784668
2023-04-13,33.5186666170756,32.209999084472656
2023-04-14,33.44149996439616,31.670000076293945
2023-04-17,33.37249997456868,32.310001373291016
2023-04-18,33.289166641235354,32.060001373291016
2023-04-19,33.21850001017253,32.45000076293945
2023-04-20,33.14399998982747,32.209999084472656
2023-04-21,33.06533336639404,32.150001525878906
2023-04-24,33.006333351135254,32.15999984741211
2023-04-25,32.9238333384196,31.290000915527344
2023-04-26,32.84766664505005,30.899999618530277
2023-04-27,32.74949995676676,29.8799991607666
2023-04-28,32.66049995422363,30.290000915527344
2023-05-01,32.55666662851969,30.59000015258789
2023-05-02,32.45016663869222,29.959999084472656
2023-05-03,32.36299997965495,30.790000915527344
2023-05-04,32.24800001780192,29.290000915527344
2023-05-05,32.15400002797445,29.65999984741211
2023-05-08,32.06633338928223,29.59000015258789
2023-05-09,31.98400004704793,29.6299991607666
2023-05-10,31.88683338165283,29.239999771118164
2023-05-11,31.777833398183187,28.96999931335449
2023-05-12,31.659666697184246,28.6299991607666
2023-05-15,31.55366668701172,29.049999237060547
2023-05-16,31.440000025431313,28.540000915527344
2023-05-17,31.37533337275187,29.8799991607666
2023-05-18,31.31466671625773,29.959999084472656
2023-05-19,31.24533338546753,29.479999542236328
2023-05-22,31.174500052134196,29.31999969482422
2023-05-23,31.106833362579344,29.479999542236328
2023-05-24,31.029500007629395,28.940000534057617
2023-05-25,30.95599997838338,29.239999771118164
2023-05-26,30.884833335876465,29.649999618530277
2023-05-30,30.811833318074545,29.799999237060547
2023-05-31,30.74700002670288,29.8700008392334
2023-06-01,30.676000054677328,29.11000061035156
2023-06-02,30.612166690826417,30.06999969482422
2023-06-05,30.560833326975505,30.0
2023-06-06,30.521166642506916,30.38999938964844
2023-06-07,30.516666666666666,30.790000915527344
2023-06-08,30.517666657765705,30.59000015258789
2023-06-09,30.53250001271566,30.6200008392334
2023-06-12,30.548833338419595,31.459999084472656
2023-06-13,30.589166673024497,32.45000076293945
2023-06-14,30.647333335876464,33.56999969482422
2023-06-15,30.696166674296062,33.970001220703125
2023-06-16,30.765666675567626,34.25
2023-06-20,30.84650001525879,34.470001220703125
2023-06-21,30.925166670481364,34.349998474121094
2023-06-22,30.993999989827476,34.279998779296875
2023-06-23,31.04900000890096,33.93000030517578
2023-06-26,31.091666666666665,34.0
2023-06-27,31.148833338419596,35.25
2023-06-28,31.197666676839194,35.470001220703125
2023-06-29,31.26866668065389,35.95000076293945
2023-06-30,31.343500010172527,36.209999084472656
2023-07-03,31.43450002670288,37.040000915527344
2023-07-05,31.528333377838134,37.220001220703125
2023-07-06,31.610500049591064,37.09999847412109
2023-07-07,31.691833400726317,37.59000015258789
2023-07-10,31.794666703542074,38.40999984741211
2023-07-11,31.910833390553794,39.18000030517578
2023-07-12,32.02550004323324,38.54999923706055
2023-07-13,32.104333368937176,37.040000915527344
2023-07-14,32.17600002288818,36.36000061035156
2023-07-17,32.23966668446859,36.27000045776367
2023-07-18,32.31516672770182,36.7400016784668
2023-07-19,32.40183334350586,37.34999847412109
2023-07-20,32.48383337656657,37.08000183105469
2023-07-21,32.583166694641115,37.25
2023-07-24,32.6881667137146,37.20000076293945
2023-07-25,32.78233337402344,35.529998779296875
2023-07-26,32.8818333307902,36.2599983215332
2023-07-27,32.922333335876466,33.02000045776367
2023-07-28,32.984666697184245,33.70000076293945
2023-07-31,33.04083334604899,34.15999984741211
2023-08-01,33.109833335876466,33.43000030517578
2023-08-02,33.17166665395101,33.369998931884766
2023-08-03,33.21616662343343,32.2599983215332
2023-08-04,33.26783329645793,32.72999954223633
2023-08-07,33.329999987284346,32.970001220703125
2023-08-08,33.40950002670288,33.7400016784668
2023-08-09,33.49283339182536,33.630001068115234
2023-08-10,33.57266674041748,33.84000015258789
2023-08-11,33.65866673787435,33.70000076293945
2023-08-14,33.71950006484985,33.529998779296875
2023-08-15,33.77216672897339,33.119998931884766
2023-08-16,33.82950003941854,32.91999816894531
2023-08-17,33.878000036875406,32.22999954223633
2023-08-18,33.92250006993611,32.150001525878906
2023-08-21,33.97216672897339,31.920000076293945
2023-08-22,34.009833399454756,31.5
2023-08-23,34.04183340072632,31.56999969482422
2023-08-24,34.06550006866455,31.21999931335449
2023-08-25,34.08800004323324,31.21999931335449
2023-08-28,34.12100003560384,31.09000015258789
2023-08-29,34.15000003178914,31.809999465942383
2023-08-30,34.17716668446859,31.6299991607666
2023-08-31,34.19733336766561,31.600000381469727
2023-09-01,34.20783335367839,31.420000076293945
2023-09-05,34.210833358764646,30.770000457763672
2023-09-06,34.2,29.96999931335449
2023-09-07,34.16616668701172,29.43000030517578
2023-09-08,34.11750001907349,29.530000686645508
2023-09-11,34.04816668828328,29.40999984741211
2023-09-12,33.97000001271566,29.280000686645508
2023-09-13,33.87900002797445,28.790000915527344
2023-09-14,33.78683334986369,28.940000534057617
2023-09-15,33.7091667175293,29.690000534057617
2023-09-18,33.622500069936116,29.07999992370605
2023-09-19,33.538833395640054,28.90999984741211
2023-09-20,33.44750006993612,28.520000457763672
2023-09-21,33.33133341471354,28.280000686645508
2023-09-22,33.20766671498617,28.049999237060547
2023-09-25,33.066833368937175,27.5
2023-09-26,32.90600004196167,26.559999465942383
2023-09-27,32.73550001780192,26.809999465942383
2023-09-28,32.56883331934611,27.21999931335449
2023-09-29,32.40166667302449,27.06999969482422
2023-10-02,32.22833334604899,27.190000534057617
2023-10-03,32.035000006357826,26.809999465942383
2023-10-04,31.835333347320557,27.200000762939453
2023-10-05,31.648166688283286,27.31999969482422
2023-10-06,31.48216667175293,27.07999992370605
2023-10-09,31.31783332824707,26.5
2023-10-10,31.157499980926513,26.649999618530277
2023-10-11,30.981833299001057,26.200000762939453
2023-10-12,30.783500003814698,25.450000762939453
2023-10-13,30.588333320617675,25.3700008392334
2023-10-16,30.3943333307902,25.61000061035156
2023-10-17,30.204166666666666,25.790000915527344
2023-10-18,30.023666699727375,24.700000762939453
2023-10-19,29.82550007502238,24.3700008392334
2023-10-20,29.67850008010864,24.200000762939453
2023-10-23,29.52166674931844,24.290000915527344
2023-10-24,29.350666745503744,23.899999618530277
2023-10-25,29.186833413441978,23.600000381469727
2023-10-26,29.020500087738036,23.38999938964844
2023-10-27,28.855166784922282,22.34000015258789
2023-10-30,28.68483346303304,22.51000022888184
2023-10-31,28.505833435058594,22.229999542236328
2023-11-01,28.31400006612142,22.229999542236328
2023-11-02,28.139500045776366,23.15999984741211
2023-11-03,27.970500055948893,23.700000762939453
2023-11-06,27.801000054677328,23.530000686645508
2023-11-07,27.634833399454752,23.559999465942383
2023-11-08,27.48266674677531,23.989999771118164
2023-11-09,27.323166783650716,23.350000381469727
2023-11-10,27.172000122070312,23.15999984741211
2023-11-13,27.021000099182128,23.09000015258789
2023-11-14,26.894000085194907,24.299999237060547
2023-11-15,26.784666760762533,24.940000534057617
2023-11-16,26.663333447774253,24.290000915527344
2023-11-17,26.55650011698405,24.809999465942383
2023-11-20,26.455000114440917,25.1299991607666
2023-11-21,26.347333431243896,24.6299991607666
2023-11-22,26.229000091552734,24.709999084472656
2023-11-24,26.116333452860513,24.8700008392334
2023-11-27,25.99700012207031,24.440000534057617
2023-11-28,25.887000115712485,24.81999969482422
2023-11-29,25.796333440144856,25.32999992370605
2023-11-30,25.723000113169352,25.56999969482422
2023-12-01,25.677333450317384,26.690000534057617
2023-12-04,25.640166759490967,27.299999237060547
2023-12-05,25.602833429972332,27.170000076293945
"
3324,US,technical,"During March 01, 2024 to September 26, 2024, count the number of times Microchip Technology's close price break below the 5-day Simple Moving Average line. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.0,medium,moving average,SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i},"date,close,low,open
2024-02-26,82.9000015258789,82.69999694824219,83.80999755859375
2024-02-27,82.94000244140625,82.93000030517578,83.05000305175781
2024-02-28,82.18000030517578,81.0,81.25
2024-02-29,84.13999938964844,83.0,83.36000061035156
2024-03-01,87.0,84.56999969482422,84.69999694824219
2024-03-04,86.91999816894531,86.79000091552734,87.44000244140625
2024-03-05,85.63999938964844,84.91000366210938,85.83000183105469
2024-03-06,87.80999755859375,86.80999755859375,87.5
2024-03-07,93.33999633789062,89.0,89.0
2024-03-08,88.83999633789062,88.79000091552734,93.11000061035156
2024-03-11,90.56999969482422,88.19000244140625,88.62000274658203
2024-03-12,91.97000122070312,89.94999694824219,91.7699966430664
2024-03-13,90.54000091552734,89.88999938964844,91.41000366210938
2024-03-14,88.9800033569336,88.12000274658203,90.48999786376952
2024-03-15,88.63999938964844,87.52999877929688,87.52999877929688
2024-03-18,88.08000183105469,87.97000122070312,90.23999786376952
2024-03-19,87.27999877929688,86.22000122070312,87.76000213623047
2024-03-20,88.33999633789062,85.80000305175781,86.8499984741211
2024-03-21,88.87000274658203,88.55000305175781,90.4499969482422
2024-03-22,88.04000091552734,87.76000213623047,88.5199966430664
2024-03-25,87.6500015258789,86.37999725341797,86.66999816894531
2024-03-26,86.23999786376953,86.0999984741211,88.36000061035156
2024-03-27,89.19000244140625,86.88999938964844,87.30000305175781
2024-03-28,89.70999908447266,88.95999908447266,89.5999984741211
2024-04-01,89.73999786376953,89.05000305175781,89.73999786376953
2024-04-02,87.9800033569336,86.80999755859375,88.25
2024-04-03,88.13999938964844,86.98999786376953,87.47000122070312
2024-04-04,86.26000213623047,86.05999755859375,89.76000213623047
2024-04-05,87.56999969482422,85.9000015258789,86.18000030517578
2024-04-08,89.1500015258789,87.56999969482422,87.86000061035156
2024-04-09,91.66999816894533,90.05000305175781,90.26000213623048
2024-04-10,88.08999633789062,87.94999694824219,89.4800033569336
2024-04-11,89.27999877929688,87.55000305175781,88.79000091552734
2024-04-12,85.63999938964844,85.55999755859375,88.11000061035156
2024-04-15,85.69999694824219,85.05000305175781,87.70999908447266
2024-04-16,85.93000030517578,85.45999908447266,86.13999938964844
2024-04-17,85.06999969482422,84.69999694824219,86.38999938964844
2024-04-18,84.20999908447266,83.77999877929688,84.66000366210938
2024-04-19,81.68000030517578,80.9000015258789,83.88999938964844
2024-04-22,83.52999877929688,81.68000030517578,82.31999969482422
2024-04-23,86.19000244140625,83.73999786376953,83.87000274658203
2024-04-24,90.68000030517578,89.4000015258789,90.79000091552734
2024-04-25,92.20999908447266,89.81999969482422,91.6500015258789
2024-04-26,93.5999984741211,91.45999908447266,91.45999908447266
2024-04-29,93.18000030517578,92.66000366210938,92.87999725341795
2024-04-30,91.9800033569336,91.9499969482422,92.86000061035156
2024-05-01,88.79000091552734,88.44999694824219,90.43000030517578
2024-05-02,89.45999908447266,87.48999786376953,90.04000091552734
2024-05-03,91.36000061035156,90.6500015258789,91.66999816894533
2024-05-06,93.76000213623048,91.58999633789062,91.66999816894533
2024-05-07,92.05999755859376,91.86000061035156,94.11000061035156
2024-05-08,91.98999786376952,89.81999969482422,91.06999969482422
2024-05-09,91.4800033569336,91.2300033569336,91.72000122070312
2024-05-10,91.5,90.8499984741211,92.13999938964844
2024-05-13,92.54000091552734,92.13999938964844,92.37999725341795
2024-05-14,93.86000061035156,92.72000122070312,92.72000122070312
2024-05-15,95.36000061035156,93.95999908447266,94.58999633789062
2024-05-16,94.23999786376952,94.13999938964844,94.95999908447266
2024-05-17,94.33000183105467,93.4800033569336,94.55999755859376
2024-05-20,96.45999908447266,94.3000030517578,94.47000122070312
2024-05-21,95.77999877929688,94.25,94.4000015258789
2024-05-22,99.48999786376952,97.18000030517578,98.0500030517578
2024-05-23,98.13999938964844,97.0500030517578,99.9800033569336
2024-05-24,98.2300033569336,98.16000366210938,100.02999877929688
2024-05-28,98.81999969482422,97.0999984741211,97.58000183105467
2024-05-29,95.55999755859376,95.4499969482422,96.05999755859376
2024-05-30,96.33000183105467,95.48999786376952,95.5999984741211
2024-05-31,97.2300033569336,93.7699966430664,96.48999786376952
2024-06-03,95.62000274658205,94.19000244140624,97.88999938964844
2024-06-04,94.0,93.6999969482422,95.13999938964844
2024-06-05,94.3000030517578,93.72000122070312,94.5
2024-06-06,93.36000061035156,92.63999938964844,93.37999725341795
2024-06-07,92.8499984741211,92.33000183105467,93.06999969482422
2024-06-10,94.3000030517578,91.93000030517578,92.16000366210938
2024-06-11,93.52999877929688,92.56999969482422,93.54000091552734
2024-06-12,94.5199966430664,93.2300033569336,95.0
2024-06-13,92.80999755859376,91.76000213623048,91.87999725341795
2024-06-14,91.3499984741211,90.62000274658205,91.41999816894533
2024-06-17,91.0199966430664,89.88999938964844,91.4000015258789
2024-06-18,93.4499969482422,90.1999969482422,90.8000030517578
2024-06-20,89.0199966430664,88.36000061035156,92.5
2024-06-21,91.58000183105467,88.75,89.61000061035156
2024-06-24,89.18000030517578,89.0,90.83000183105467
2024-06-25,89.1500015258789,88.16999816894531,89.61000061035156
2024-06-26,90.05000305175781,88.69999694824219,88.95999908447266
2024-06-27,89.43000030517578,88.30000305175781,89.6500015258789
2024-06-28,91.5,90.04000091552734,90.47000122070312
2024-07-01,91.58999633789062,90.16000366210938,91.5
2024-07-02,92.05999755859376,91.01000213623048,91.12000274658205
2024-07-03,93.58000183105467,91.7699966430664,92.27999877929688
2024-07-05,92.13999938964844,92.11000061035156,93.83999633789062
2024-07-08,93.26000213623048,92.1500015258789,92.27999877929688
2024-07-09,92.33999633789062,91.86000061035156,93.5
2024-07-10,95.9800033569336,92.79000091552734,93.27999877929688
2024-07-11,92.08999633789062,92.02999877929688,95.25
2024-07-12,92.61000061035156,92.27999877929688,92.93000030517578
2024-07-15,92.08999633789062,91.7300033569336,92.48999786376952
2024-07-16,94.80999755859376,92.12999725341795,92.70999908447266
2024-07-17,91.5199966430664,91.4000015258789,94.06999969482422
2024-07-18,91.5199966430664,90.27999877929688,92.61000061035156
2024-07-19,88.7699966430664,88.68000030517578,91.6500015258789
2024-07-22,93.12000274658205,89.81999969482422,91.16999816894533
2024-07-23,89.70999908447266,89.5999984741211,91.7699966430664
2024-07-24,86.56999969482422,86.44999694824219,89.72000122070312
2024-07-25,85.02999877929688,82.94000244140625,84.63999938964844
2024-07-26,86.83000183105469,85.37999725341797,86.97000122070312
2024-07-29,87.95999908447266,87.1500015258789,87.76000213623047
2024-07-30,86.54000091552734,86.30999755859375,88.58999633789062
2024-07-31,88.77999877929688,87.1500015258789,87.95999908447266
2024-08-01,84.37000274658203,83.04000091552734,87.5
2024-08-02,75.43000030517578,74.5999984741211,79.44999694824219
2024-08-05,73.86000061035156,73.19000244140625,75.30000305175781
2024-08-06,74.66999816894531,73.7300033569336,74.68000030517578
2024-08-07,72.0,71.7699966430664,76.87000274658203
2024-08-08,77.27999877929688,73.52999877929688,74.3499984741211
2024-08-09,76.08999633789062,74.9800033569336,75.93000030517578
2024-08-12,76.41999816894531,74.95999908447266,76.33000183105469
2024-08-13,79.13999938964844,76.16000366210938,76.93000030517578
2024-08-14,78.0999984741211,76.72000122070312,79.12000274658203
2024-08-15,81.30000305175781,79.25,80.0
2024-08-16,80.8499984741211,80.5,81.23999786376953
2024-08-19,82.02999877929688,79.8499984741211,80.55000305175781
2024-08-20,80.27999877929688,79.75,81.12000274658203
2024-08-21,82.80999755859375,80.80000305175781,80.9000015258789
2024-08-22,79.77999877929688,79.48999786376953,82.2699966430664
2024-08-23,81.79000091552734,80.45999908447266,81.5
2024-08-26,80.30000305175781,79.9800033569336,81.4800033569336
2024-08-27,80.94000244140625,79.02999877929688,80.12000274658203
2024-08-28,79.4000015258789,78.80000305175781,81.01000213623047
2024-08-29,80.9800033569336,80.0,80.20999908447266
2024-08-30,82.16000366210938,81.08999633789062,82.48999786376953
2024-09-03,76.4000015258789,76.13999938964844,80.2699966430664
2024-09-04,76.88999938964844,75.11000061035156,75.38999938964844
2024-09-05,76.75,75.43000030517578,75.80999755859375
2024-09-06,74.08999633789062,73.69000244140625,76.75
2024-09-09,75.41000366210938,74.20999908447266,74.94999694824219
2024-09-10,75.19000244140625,73.1500015258789,75.12000274658203
2024-09-11,77.44999694824219,73.5999984741211,75.19000244140625
2024-09-12,76.08000183105469,75.41999816894531,77.30000305175781
2024-09-13,77.62000274658203,76.75,76.88999938964844
2024-09-16,77.0,75.88999938964844,76.80999755859375
2024-09-17,77.0,76.31999969482422,78.25
2024-09-18,76.36000061035156,76.12000274658203,77.63999938964844
2024-09-19,78.83000183105469,77.88999938964844,79.4800033569336
2024-09-20,77.01000213623047,75.80999755859375,77.26000213623047
2024-09-23,77.05999755859375,76.31999969482422,76.5199966430664
2024-09-24,77.5,77.2699966430664,78.08999633789062
2024-09-25,76.11000061035156,75.87000274658203,76.66999816894531
2024-09-26,80.30999755859375,77.27999877929688,78.83999633789062
","date,5-day,close
2024-03-01,83.83200073242188,87.0
2024-03-04,84.63600006103516,86.91999816894531
2024-03-05,85.17599945068359,85.63999938964844
2024-03-06,86.30199890136718,87.80999755859375
2024-03-07,88.14199829101562,93.33999633789062
2024-03-08,88.50999755859375,88.83999633789062
2024-03-11,89.23999786376953,90.56999969482422
2024-03-12,90.50599822998046,91.97000122070312
2024-03-13,91.05199890136718,90.54000091552734
2024-03-14,90.18000030517578,88.9800033569336
2024-03-15,90.14000091552734,88.63999938964844
2024-03-18,89.64200134277344,88.08000183105469
2024-03-19,88.7040008544922,87.27999877929688
2024-03-20,88.26399993896484,88.33999633789062
2024-03-21,88.24199981689453,88.87000274658203
2024-03-22,88.12200012207032,88.04000091552734
2024-03-25,88.03600006103515,87.6500015258789
2024-03-26,87.82799987792968,86.23999786376953
2024-03-27,87.99800109863281,89.19000244140625
2024-03-28,88.16600036621094,89.70999908447266
2024-04-01,88.50599975585938,89.73999786376953
2024-04-02,88.5720001220703,87.9800033569336
2024-04-03,88.95200042724609,88.13999938964844
2024-04-04,88.36600036621094,86.26000213623047
2024-04-05,87.93800048828125,87.56999969482422
2024-04-08,87.82000122070312,89.1500015258789
2024-04-09,88.55800018310546,91.66999816894533
2024-04-10,88.54799957275391,88.08999633789062
2024-04-11,89.1519989013672,89.27999877929688
2024-04-12,88.76599884033203,85.63999938964844
2024-04-15,88.07599792480468,85.69999694824219
2024-04-16,86.92799835205078,85.93000030517578
2024-04-17,86.3239990234375,85.06999969482422
2024-04-18,85.30999908447265,84.20999908447266
2024-04-19,84.51799926757812,81.68000030517578
2024-04-22,84.08399963378906,83.52999877929688
2024-04-23,84.13600006103516,86.19000244140625
2024-04-24,85.25800018310547,90.68000030517578
2024-04-25,86.85800018310547,92.20999908447266
2024-04-26,89.24199981689453,93.5999984741211
2024-04-29,91.17200012207032,93.18000030517578
2024-04-30,92.33000030517579,91.9800033569336
2024-05-01,91.95200042724609,88.79000091552734
2024-05-02,91.4020004272461,89.45999908447266
2024-05-03,90.9540008544922,91.36000061035156
2024-05-06,91.07000122070312,93.76000213623048
2024-05-07,91.08600006103516,92.05999755859376
2024-05-08,91.72599945068359,91.98999786376952
2024-05-09,92.13000030517578,91.4800033569336
2024-05-10,92.15800018310547,91.5
2024-05-13,91.91399993896485,92.54000091552734
2024-05-14,92.27400054931641,93.86000061035156
2024-05-15,92.94800109863282,95.36000061035156
2024-05-16,93.49999999999999,94.23999786376952
2024-05-17,94.06600036621094,94.33000183105467
2024-05-20,94.85,96.45999908447266
2024-05-21,95.23399963378907,95.77999877929688
2024-05-22,96.05999908447265,99.48999786376952
2024-05-23,96.83999938964844,98.13999938964844
2024-05-24,97.61999969482422,98.2300033569336
2024-05-28,98.09199981689453,98.81999969482422
2024-05-29,98.04799957275391,95.55999755859376
2024-05-30,97.41600036621094,96.33000183105467
2024-05-31,97.23400115966797,97.2300033569336
2024-06-03,96.71200103759766,95.62000274658205
2024-06-04,95.74800109863281,94.0
2024-06-05,95.49600219726562,94.3000030517578
2024-06-06,94.902001953125,93.36000061035156
2024-06-07,94.0260009765625,92.8499984741211
2024-06-10,93.76200103759766,94.3000030517578
2024-06-11,93.66800079345703,93.52999877929688
2024-06-12,93.71199951171874,94.5199966430664
2024-06-13,93.60199890136718,92.80999755859376
2024-06-14,93.30199890136718,91.3499984741211
2024-06-17,92.6459976196289,91.0199966430664
2024-06-18,92.62999725341797,93.4499969482422
2024-06-20,91.52999725341797,89.0199966430664
2024-06-21,91.28399810791015,91.58000183105467
2024-06-24,90.8499984741211,89.18000030517578
2024-06-25,90.47599945068359,89.1500015258789
2024-06-26,89.79600067138672,90.05000305175781
2024-06-27,89.8780014038086,89.43000030517578
2024-06-28,89.86200103759765,91.5
2024-07-01,90.34400024414063,91.58999633789062
2024-07-02,90.92599945068359,92.05999755859376
2024-07-03,91.63199920654297,93.58000183105467
2024-07-05,92.1739990234375,92.13999938964844
2024-07-08,92.5259994506836,93.26000213623048
2024-07-09,92.67599945068359,92.33999633789062
2024-07-10,93.46000061035156,95.9800033569336
2024-07-11,93.16199951171875,92.08999633789062
2024-07-12,93.25599975585938,92.61000061035156
2024-07-15,93.02199859619141,92.08999633789062
2024-07-16,93.51599884033203,94.80999755859376
2024-07-17,92.62399749755859,91.5199966430664
2024-07-18,92.50999755859375,91.5199966430664
2024-07-19,91.74199676513672,88.7699966430664
2024-07-22,91.947998046875,93.12000274658205
2024-07-23,90.92799835205078,89.70999908447266
2024-07-24,89.93799896240235,86.56999969482422
2024-07-25,88.63999938964844,85.02999877929688
2024-07-26,88.25200042724609,86.83000183105469
2024-07-29,87.21999969482422,87.95999908447266
2024-07-30,86.58600006103515,86.54000091552734
2024-07-31,87.02799987792969,88.77999877929688
2024-08-01,86.89600067138672,84.37000274658203
2024-08-02,84.61600036621094,75.43000030517578
2024-08-05,81.79600067138672,73.86000061035156
2024-08-06,79.42200012207032,74.66999816894531
2024-08-07,76.06600036621094,72.0
2024-08-08,74.6479995727539,77.27999877929688
2024-08-09,74.77999877929688,76.08999633789062
2024-08-12,75.29199829101563,76.41999816894531
2024-08-13,76.18599853515624,79.13999938964844
2024-08-14,77.40599822998047,78.0999984741211
2024-08-15,78.20999908447266,81.30000305175781
2024-08-16,79.16199951171875,80.8499984741211
2024-08-19,80.28399963378907,82.02999877929688
2024-08-20,80.51199951171876,80.27999877929688
2024-08-21,81.45399932861328,82.80999755859375
2024-08-22,81.14999847412109,79.77999877929688
2024-08-23,81.33799896240234,81.79000091552734
2024-08-26,80.99199981689453,80.30000305175781
2024-08-27,81.1240005493164,80.94000244140625
2024-08-28,80.44200134277344,79.4000015258789
2024-08-29,80.68200225830078,80.9800033569336
2024-08-30,80.7560028076172,82.16000366210938
2024-09-03,79.9760025024414,76.4000015258789
2024-09-04,79.16600189208984,76.88999938964844
2024-09-05,78.63600158691406,76.75
2024-09-06,77.25800018310547,74.08999633789062
2024-09-09,75.90800018310547,75.41000366210938
2024-09-10,75.66600036621094,75.19000244140625
2024-09-11,75.77799987792969,77.44999694824219
2024-09-12,75.64400024414063,76.08000183105469
2024-09-13,76.35000152587891,77.62000274658203
2024-09-16,76.66800079345703,77.0
2024-09-17,77.03000030517578,77.0
2024-09-18,76.81200103759765,76.36000061035156
2024-09-19,77.36200103759765,78.83000183105469
2024-09-20,77.24000091552735,77.01000213623047
2024-09-23,77.25200042724609,77.05999755859375
2024-09-24,77.3520004272461,77.5
2024-09-25,77.3020004272461,76.11000061035156
2024-09-26,77.5979995727539,80.30999755859375
"
3325,US,technical,"How many times did the price break above the 20-day Weighted Moving Average line for Global Payments from August 15, 2022 to July 31, 2023? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",17.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2022-07-19,118.2699966430664,116.0,115.63999938964844,118.52999877929688
2022-07-20,119.87000274658205,118.11000061035156,117.44000244140624,119.98999786376952
2022-07-21,120.2699966430664,119.56999969482422,118.70999908447266,120.93000030517578
2022-07-22,118.70999908447266,119.3499984741211,118.0199966430664,121.6500015258789
2022-07-25,118.47000122070312,119.88999938964844,117.69000244140624,119.88999938964844
2022-07-26,119.81999969482422,119.06999969482422,118.11000061035156,121.9499969482422
2022-07-27,120.31999969482422,121.33999633789062,119.27999877929688,122.48999786376952
2022-07-28,122.51000213623048,120.7300033569336,119.95999908447266,123.01000213623048
2022-07-29,122.31999969482422,122.36000061035156,121.19000244140624,123.36000061035156
2022-08-01,127.9800033569336,123.51000213623048,121.04000091552734,131.47999572753906
2022-08-02,126.4499969482422,126.72000122070312,124.5,127.87000274658205
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2023-07-06,100.17866726829892,105.26000213623048
2023-07-07,100.71552421933129,105.8499984741211
2023-07-10,101.2707620893206,106.23999786376952
2023-07-11,101.99947655087425,108.33000183105467
2023-07-12,102.74133340744746,108.87999725341795
2023-07-13,103.77280974615188,112.33000183105467
2023-07-14,104.71323819841658,111.95999908447266
2023-07-17,105.6346194312686,112.3000030517578
2023-07-18,106.63623878842309,113.66000366210938
2023-07-19,107.50081042335147,112.87000274658205
2023-07-20,108.23381053379603,112.08000183105467
2023-07-21,108.75623884655181,110.48999786376952
2023-07-24,109.41833405267624,112.5
2023-07-25,109.92585758027576,111.55999755859376
2023-07-26,110.33985770089286,111.33000183105467
2023-07-27,110.35561937604632,107.91999816894533
2023-07-28,110.4119526091076,108.88999938964844
2023-07-31,110.54104781377883,110.25
"
3326,US,technical,"From December 04, 2024 to August 17, 2025, how many times did PPL Corporation's price break below the 20-day Weighted Moving Average line? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-11-06,32.54999923706055,32.54999923706055,32.34000015258789,32.900001525878906
2024-11-07,32.34000015258789,32.61000061035156,32.099998474121094,32.7599983215332
2024-11-08,33.060001373291016,32.43000030517578,32.41999816894531,33.18000030517578
2024-11-11,33.459999084472656,33.0,33.0,33.58000183105469
2024-11-12,33.2400016784668,33.47999954223633,33.20000076293945,33.58000183105469
2024-11-13,33.4900016784668,33.369998931884766,33.20000076293945,33.599998474121094
2024-11-14,33.209999084472656,33.540000915527344,33.16999816894531,33.54999923706055
2024-11-15,33.70000076293945,33.290000915527344,33.18000030517578,33.75
2024-11-18,34.0,33.70000076293945,33.63999938964844,34.04999923706055
2024-11-19,34.13999938964844,33.86000061035156,33.709999084472656,34.15999984741211
2024-11-20,34.27000045776367,34.099998474121094,33.779998779296875,34.31999969482422
2024-11-21,34.849998474121094,34.349998474121094,34.189998626708984,34.88999938964844
2024-11-22,34.45000076293945,34.93000030517578,34.43000030517578,35.0
2024-11-25,34.400001525878906,34.5,34.08000183105469,34.75
2024-11-26,34.84000015258789,34.45000076293945,34.369998931884766,34.849998474121094
2024-11-27,35.0,34.939998626708984,34.880001068115234,35.13999938964844
2024-11-29,34.93000030517578,34.95000076293945,34.790000915527344,35.150001525878906
2024-12-02,34.439998626708984,34.939998626708984,34.22999954223633,34.97999954223633
2024-12-03,34.25,34.619998931884766,34.25,34.68000030517578
2024-12-04,34.02000045776367,34.220001220703125,33.869998931884766,34.36000061035156
2024-12-05,34.09000015258789,34.0,33.90999984741211,34.349998474121094
2024-12-06,33.599998474121094,34.02000045776367,33.560001373291016,34.13999938964844
2024-12-09,33.150001525878906,33.529998779296875,33.130001068115234,33.599998474121094
2024-12-10,32.91999816894531,32.869998931884766,32.400001525878906,33.02000045776367
2024-12-11,32.72999954223633,33.099998474121094,32.66999816894531,33.130001068115234
2024-12-12,32.290000915527344,32.88999938964844,32.290000915527344,32.91999816894531
2024-12-13,32.290000915527344,32.31999969482422,32.18000030517578,32.56999969482422
2024-12-16,32.31999969482422,32.349998474121094,32.29999923706055,32.779998779296875
2024-12-17,32.2599983215332,32.15999984741211,32.119998931884766,32.47999954223633
2024-12-18,31.59000015258789,32.15999984741211,31.56999969482422,32.29999923706055
2024-12-19,32.02000045776367,31.540000915527344,31.520000457763672,32.290000915527344
2024-12-20,32.43000030517578,31.8700008392334,31.850000381469727,32.459999084472656
2024-12-23,32.40999984741211,32.279998779296875,32.11000061035156,32.470001220703125
2024-12-24,32.599998474121094,32.40999984741211,32.31999969482422,32.619998931884766
2024-12-26,32.619998931884766,32.58000183105469,32.43000030517578,32.68000030517578
2024-12-27,32.52000045776367,32.400001525878906,32.33000183105469,32.75
2024-12-30,32.38999938964844,32.40999984741211,32.06999969482422,32.459999084472656
2024-12-31,32.459999084472656,32.45000076293945,32.189998626708984,32.59000015258789
2025-01-02,32.18000030517578,32.58000183105469,32.08000183105469,32.68000030517578
2025-01-03,32.27000045776367,32.2599983215332,32.150001525878906,32.5
2025-01-06,31.729999542236328,32.15999984741211,31.65999984741211,32.2400016784668
2025-01-07,32.0,31.8799991607666,31.81999969482422,32.13999938964844
2025-01-08,32.16999816894531,31.899999618530277,31.61000061035156,32.18000030517578
2025-01-10,31.729999542236328,31.940000534057617,31.690000534057617,32.2400016784668
2025-01-13,31.68000030517578,31.770000457763672,31.21999931335449,31.799999237060547
2025-01-14,31.979999542236328,31.690000534057617,31.600000381469727,32.099998474121094
2025-01-15,32.11000061035156,32.27000045776367,31.989999771118164,32.43000030517578
2025-01-16,33.16999816894531,32.099998474121094,32.029998779296875,33.20000076293945
2025-01-17,33.25,33.13999938964844,33.0099983215332,33.369998931884766
2025-01-21,33.56999969482422,33.45000076293945,33.380001068115234,33.790000915527344
2025-01-22,32.65999984741211,33.560001373291016,32.630001068115234,33.56999969482422
2025-01-23,32.7400016784668,32.72999954223633,32.599998474121094,33.029998779296875
2025-01-24,32.880001068115234,32.63999938964844,32.63999938964844,32.95000076293945
2025-01-27,33.5099983215332,33.119998931884766,32.2400016784668,33.529998779296875
2025-01-28,32.84000015258789,33.47999954223633,32.65999984741211,33.54999923706055
2025-01-29,32.72999954223633,32.84000015258789,32.65999984741211,33.119998931884766
2025-01-30,33.470001220703125,33.15999984741211,33.029998779296875,33.5
2025-01-31,33.599998474121094,33.540000915527344,33.349998474121094,33.619998931884766
2025-02-03,33.810001373291016,33.380001068115234,33.2599983215332,33.849998474121094
2025-02-04,33.61000061035156,33.70000076293945,33.349998474121094,33.95000076293945
2025-02-05,33.91999816894531,33.959999084472656,33.650001525878906,33.9900016784668
2025-02-06,34.11000061035156,34.0,33.70000076293945,34.16999816894531
2025-02-07,34.13999938964844,33.959999084472656,33.869998931884766,34.27000045776367
2025-02-10,34.22999954223633,34.08000183105469,33.709999084472656,34.2400016784668
2025-02-11,34.52000045776367,34.16999816894531,33.7599983215332,34.540000915527344
2025-02-12,34.52000045776367,33.97999954223633,33.91999816894531,34.529998779296875
2025-02-13,34.40999984741211,34.20000076293945,33.45000076293945,34.880001068115234
2025-02-14,33.72999954223633,34.4900016784668,33.70000076293945,34.650001525878906
2025-02-18,34.20000076293945,33.86000061035156,33.709999084472656,34.27000045776367
2025-02-19,34.38999938964844,34.25,34.130001068115234,34.689998626708984
2025-02-20,34.150001525878906,34.310001373291016,34.0,34.4900016784668
2025-02-21,34.720001220703125,34.06999969482422,34.06999969482422,34.86000061035156
2025-02-24,34.880001068115234,34.880001068115234,34.5099983215332,35.150001525878906
2025-02-25,34.97999954223633,35.04999923706055,34.7599983215332,35.06999969482422
2025-02-26,34.869998931884766,34.93000030517578,34.709999084472656,35.099998474121094
2025-02-27,34.45000076293945,34.65999984741211,34.38999938964844,35.0099983215332
2025-02-28,35.209999084472656,34.779998779296875,34.58000183105469,35.279998779296875
2025-03-03,35.66999816894531,35.150001525878906,35.13999938964844,35.689998626708984
2025-03-04,34.720001220703125,35.7400016784668,34.650001525878906,35.90999984741211
2025-03-05,34.540000915527344,34.650001525878906,34.310001373291016,34.939998626708984
2025-03-06,33.88999938964844,34.439998626708984,33.75,34.459999084472656
2025-03-07,34.06999969482422,33.880001068115234,33.79999923706055,34.400001525878906
2025-03-10,34.279998779296875,33.810001373291016,33.7599983215332,34.56999969482422
2025-03-11,34.279998779296875,34.22999954223633,34.06999969482422,34.63999938964844
2025-03-12,33.970001220703125,34.18000030517578,33.91999816894531,34.36000061035156
2025-03-13,34.150001525878906,34.09000015258789,33.90999984741211,34.27000045776367
2025-03-14,34.88999938964844,34.060001373291016,34.02000045776367,35.0099983215332
2025-03-17,35.150001525878906,34.880001068115234,34.880001068115234,35.41999816894531
2025-03-18,34.81999969482422,35.0,34.59000015258789,35.119998931884766
2025-03-19,34.9900016784668,34.790000915527344,34.65999984741211,35.02000045776367
2025-03-20,34.97999954223633,35.04999923706055,34.849998474121094,35.13999938964844
2025-03-21,34.7599983215332,34.880001068115234,34.439998626708984,35.0099983215332
2025-03-24,34.779998779296875,34.790000915527344,34.650001525878906,35.0099983215332
2025-03-25,34.08000183105469,34.70000076293945,33.90999984741211,34.709999084472656
2025-03-26,34.599998474121094,34.13999938964844,34.099998474121094,34.66999816894531
2025-03-27,34.97999954223633,34.75,34.58000183105469,35.08000183105469
2025-03-28,35.709999084472656,35.20000076293945,35.060001373291016,35.970001220703125
2025-03-31,36.11000061035156,35.93000030517578,35.790000915527344,36.41999816894531
2025-04-01,36.060001373291016,36.040000915527344,35.720001220703125,36.09999847412109
2025-04-02,36.130001068115234,36.09999847412109,35.77000045776367,36.310001373291016
2025-04-03,36.22999954223633,36.400001525878906,36.0099983215332,36.63999938964844
2025-04-04,34.459999084472656,36.400001525878906,34.27000045776367,36.4900016784668
2025-04-07,33.52000045776367,34.040000915527344,32.88999938964844,34.310001373291016
2025-04-08,33.540000915527344,34.060001373291016,33.119998931884766,34.459999084472656
2025-04-09,34.15999984741211,33.189998626708984,32.5,34.5
2025-04-10,34.20000076293945,34.02000045776367,33.529998779296875,34.619998931884766
2025-04-11,34.7400016784668,34.25,33.75,34.869998931884766
2025-04-14,35.45000076293945,34.959999084472656,34.84000015258789,35.54999923706055
2025-04-15,35.369998931884766,35.58000183105469,35.33000183105469,35.720001220703125
2025-04-16,35.279998779296875,35.47999954223633,35.150001525878906,35.70000076293945
2025-04-17,35.720001220703125,35.47999954223633,35.2400016784668,36.150001525878906
2025-04-21,35.310001373291016,35.56999969482422,34.779998779296875,35.63999938964844
2025-04-22,36.209999084472656,35.619998931884766,35.54999923706055,36.310001373291016
2025-04-23,36.2400016784668,36.0,35.849998474121094,36.65999984741211
2025-04-24,36.25,36.060001373291016,35.88999938964844,36.619998931884766
2025-04-25,35.93000030517578,36.18999862670898,35.869998931884766,36.34000015258789
2025-04-28,36.459999084472656,35.90999984741211,35.849998474121094,36.52000045776367
2025-04-29,36.38999938964844,36.2400016784668,36.15999984741211,36.56999969482422
2025-04-30,36.5,36.68999862670898,35.91999816894531,36.70000076293945
2025-05-01,36.08000183105469,36.459999084472656,36.0099983215332,36.619998931884766
2025-05-02,36.16999816894531,36.20000076293945,35.88999938964844,36.34999847412109
2025-05-05,36.27999877929688,36.20000076293945,35.84000015258789,36.380001068115234
2025-05-06,36.119998931884766,36.2400016784668,36.06999969482422,36.40999984741211
2025-05-07,36.33000183105469,36.04999923706055,36.04999923706055,36.58000183105469
2025-05-08,35.619998931884766,36.18000030517578,35.540000915527344,36.22999954223633
2025-05-09,35.5099983215332,35.72999954223633,35.209999084472656,35.7400016784668
2025-05-12,34.56999969482422,35.15999984741211,34.40999984741211,35.15999984741211
2025-05-13,33.790000915527344,34.54999923706055,33.75,34.59000015258789
2025-05-14,33.52000045776367,33.68000030517578,33.119998931884766,33.75
2025-05-15,34.41999816894531,33.790000915527344,33.70000076293945,34.5099983215332
2025-05-16,34.86000061035156,34.47999954223633,34.33000183105469,34.90999984741211
2025-05-19,35.02000045776367,34.72999954223633,34.650001525878906,35.09000015258789
2025-05-20,34.88999938964844,34.90999984741211,34.7400016784668,35.09000015258789
2025-05-21,34.619998931884766,34.77000045776367,34.439998626708984,34.95000076293945
2025-05-22,34.380001068115234,34.5099983215332,34.0,34.59000015258789
2025-05-23,34.66999816894531,34.599998474121094,34.119998931884766,34.7599983215332
2025-05-27,34.849998474121094,34.97999954223633,34.63999938964844,35.0
2025-05-28,34.18000030517578,34.72999954223633,34.040000915527344,34.7599983215332
2025-05-29,34.41999816894531,34.029998779296875,34.0,34.459999084472656
2025-05-30,34.75,34.41999816894531,34.220001220703125,34.84000015258789
2025-06-02,34.720001220703125,34.4900016784668,34.369998931884766,34.7599983215332
2025-06-03,34.5,34.790000915527344,34.209999084472656,34.790000915527344
2025-06-04,34.16999816894531,34.439998626708984,34.150001525878906,34.61000061035156
2025-06-05,34.099998474121094,34.209999084472656,33.959999084472656,34.22999954223633
2025-06-06,34.040000915527344,34.13999938964844,33.86000061035156,34.2400016784668
2025-06-09,33.91999816894531,33.900001525878906,33.720001220703125,34.2400016784668
2025-06-10,33.720001220703125,33.689998626708984,33.540000915527344,33.79999923706055
2025-06-11,33.779998779296875,33.7599983215332,33.68000030517578,33.939998626708984
2025-06-12,34.380001068115234,33.93000030517578,33.84000015258789,34.38999938964844
2025-06-13,33.88999938964844,34.40999984741211,33.810001373291016,34.41999816894531
2025-06-16,33.65999984741211,34.02000045776367,33.54999923706055,34.209999084472656
2025-06-17,33.45000076293945,33.599998474121094,33.290000915527344,33.65999984741211
2025-06-18,33.59000015258789,33.560001373291016,33.290000915527344,33.65999984741211
2025-06-20,33.77000045776367,33.63999938964844,33.56999969482422,34.08000183105469
2025-06-23,34.29999923706055,33.95000076293945,33.68000030517578,34.380001068115234
2025-06-24,34.209999084472656,34.29999923706055,34.20000076293945,34.58000183105469
2025-06-25,33.5,34.04999923706055,33.5,34.15999984741211
2025-06-26,33.619998931884766,33.540000915527344,33.31999969482422,33.7400016784668
2025-06-27,33.560001373291016,33.63999938964844,33.41999816894531,33.939998626708984
2025-06-30,33.88999938964844,33.380001068115234,33.31999969482422,33.900001525878906
2025-07-01,33.9900016784668,33.90999984741211,33.65999984741211,34.2400016784668
2025-07-02,33.540000915527344,33.81999969482422,33.380001068115234,33.869998931884766
2025-07-03,33.810001373291016,33.5,33.45000076293945,33.939998626708984
2025-07-07,33.68000030517578,33.810001373291016,33.560001373291016,33.84000015258789
2025-07-08,33.58000183105469,33.56999969482422,33.209999084472656,33.709999084472656
2025-07-09,33.7599983215332,33.540000915527344,33.380001068115234,33.880001068115234
2025-07-10,34.33000183105469,33.599998474121094,33.56999969482422,34.41999816894531
2025-07-11,34.27000045776367,34.06999969482422,33.970001220703125,34.38999938964844
2025-07-14,34.7599983215332,34.27000045776367,34.08000183105469,34.810001373291016
2025-07-15,35.349998474121094,34.70000076293945,33.93000030517578,35.849998474121094
2025-07-16,35.15999984741211,35.290000915527344,34.720001220703125,35.599998474121094
2025-07-17,35.61000061035156,35.16999816894531,35.0,35.77000045776367
2025-07-18,35.97999954223633,35.689998626708984,35.689998626708984,36.2400016784668
2025-07-21,36.20000076293945,36.220001220703125,35.93000030517578,36.54999923706055
2025-07-22,36.810001373291016,36.33000183105469,36.2400016784668,36.81999969482422
2025-07-23,36.4900016784668,36.900001525878906,36.36000061035156,36.9900016784668
2025-07-24,36.58000183105469,36.61000061035156,36.31999969482422,36.810001373291016
2025-07-25,36.56999969482422,36.650001525878906,36.459999084472656,36.72999954223633
2025-07-28,35.709999084472656,36.54999923706055,35.66999816894531,36.56999969482422
2025-07-29,36.20000076293945,35.77000045776367,35.689998626708984,36.29999923706055
2025-07-30,36.040000915527344,36.220001220703125,35.7400016784668,36.4900016784668
2025-07-31,35.689998626708984,35.4900016784668,35.310001373291016,35.959999084472656
2025-08-01,35.65999984741211,35.81999969482422,35.5,36.040000915527344
2025-08-04,36.18000030517578,35.72999954223633,35.720001220703125,36.27000045776367
2025-08-05,35.779998779296875,36.18000030517578,35.56999969482422,36.290000915527344
2025-08-06,36.150001525878906,35.849998474121094,35.70000076293945,36.43999862670898
2025-08-07,36.369998931884766,36.20000076293945,36.06999969482422,36.52000045776367
2025-08-08,36.34999847412109,36.4900016784668,36.220001220703125,36.56999969482422
2025-08-11,36.27999877929688,36.400001525878906,36.08000183105469,36.470001220703125
2025-08-12,36.900001525878906,36.38999938964844,36.130001068115234,36.90999984741211
2025-08-13,37.2400016784668,36.75,36.75,37.25
2025-08-14,37.08000183105469,37.20000076293945,37.02999877929688,37.310001373291016
2025-08-15,36.54999923706055,37.08000183105469,36.369998931884766,37.08000183105469
","date,20-day,close
2024-12-04,34.2807620093936,34.02000045776367
2024-12-05,34.29580962771461,34.09000015258789
2024-12-06,34.256857081821984,33.599998474121094
2024-12-09,34.16904769170852,33.150001525878906
2024-12-10,34.05890464782715,32.91999816894531
2024-12-11,33.93323792957124,32.72999954223633
2024-12-12,33.76809516180129,32.290000915527344
2024-12-13,33.60866668337867,32.290000915527344
2024-12-16,33.456476175217404,32.31999969482422
2024-12-17,33.30514268420991,32.2599983215332
2024-12-18,33.09828556605748,31.59000015258789
2024-12-19,32.94452371143159,32.02000045776367
2024-12-20,32.840523747035434,32.43000030517578
2024-12-23,32.746142777942474,32.40999984741211
2024-12-24,32.67957120622907,32.599998474121094
2024-12-26,32.623475883120584,32.619998931884766
2024-12-27,32.56842833019438,32.52000045776367
2024-12-30,32.51280924479167,32.38999938964844
2024-12-31,32.47595203944615,32.459999084472656
2025-01-02,32.42185685294015,32.18000030517578
2025-01-03,32.38619025094169,32.27000045776367
2025-01-06,32.307428323654904,31.729999542236328
2025-01-07,32.26561882382347,32.0
2025-01-08,32.24761866614932,32.16999816894531
2025-01-10,32.19238056001209,31.729999542236328
2025-01-13,32.138047281901045,31.68000030517578
2025-01-14,32.11728535606748,31.979999542236328
2025-01-15,32.11038068135579,32.11000061035156
2025-01-16,32.205285299391974,33.16999816894531
2025-01-17,32.30376152765183,33.25
2025-01-21,32.427999623616536,33.56999969482422
2025-01-22,32.45614249819801,32.65999984741211
2025-01-23,32.48885697864351,32.7400016784668
2025-01-24,32.53342853727795,32.880001068115234
2025-01-27,32.63576173328218,33.5099983215332
2025-01-28,32.669952247256326,32.84000015258789
2025-01-29,32.692618887765065,32.72999954223633
2025-01-30,32.784761882963636,33.470001220703125
2025-01-31,32.88414270310175,33.599998474121094
2025-02-03,32.99809523082915,33.810001373291016
2025-02-04,33.08523815699986,33.61000061035156
2025-02-05,33.19552370707194,33.91999816894531
2025-02-06,33.31347616286505,34.11000061035156
2025-02-07,33.4242380233038,34.13999938964844
2025-02-10,33.53419036865235,34.22999954223633
2025-02-11,33.65985708690825,34.52000045776367
2025-02-12,33.771999994913735,34.52000045776367
2025-02-13,33.86157141185942,34.40999984741211
2025-02-14,33.87542851765951,33.72999954223633
2025-02-18,33.93138097127279,34.20000076293945
2025-02-19,34.00090471903483,34.38999938964844
2025-02-20,34.043666766938706,34.150001525878906
2025-02-21,34.13361925397601,34.720001220703125
2025-02-24,34.22938125247047,34.880001068115234
2025-02-25,34.325143105643136,34.97999954223633
2025-02-26,34.40342870439802,34.869998931884766
2025-02-27,34.43204781668527,34.45000076293945
2025-02-28,34.52485723949614,35.209999084472656
2025-03-03,34.65319039481027,35.66999816894531
2025-03-04,34.68119050888788,34.720001220703125
2025-03-05,34.687714404151556,34.540000915527344
2025-03-06,34.62790481930687,33.88999938964844
2025-03-07,34.5853809719994,34.06999969482422
2025-03-10,34.56304751804897,34.279998779296875
2025-03-11,34.54004740033831,34.279998779296875
2025-03-12,34.48728561401367,33.970001220703125
2025-03-13,34.45428575788225,34.150001525878906
2025-03-14,34.49352378845215,34.88999938964844
2025-03-17,34.55523821512858,35.150001525878906
2025-03-18,34.578761981782456,34.81999969482422
2025-03-19,34.61552403767904,34.9900016784668
2025-03-20,34.648476355416435,34.97999954223633
2025-03-21,34.65652380443755,34.7599983215332
2025-03-24,34.66628559657506,34.779998779296875
2025-03-25,34.609857214064824,34.08000183105469
2025-03-26,34.607238024757024,34.599998474121094
2025-03-27,34.642095129830494,34.97999954223633
2025-03-28,34.7439521971203,35.709999084472656
2025-03-31,34.8815236954462,36.11000061035156
2025-04-01,35.012238111950104,36.060001373291016
2025-04-02,35.14323821294875,36.130001068115234
2025-04-03,35.276190548851375,36.22999954223633
2025-04-04,35.22942855471656,34.459999084472656
2025-04-07,35.091285741896854,33.52000045776367
2025-04-08,34.9586667742048,33.540000915527344
2025-04-09,34.88861912318638,34.15999984741211
2025-04-10,34.82147632780529,34.20000076293945
2025-04-11,34.8055240994408,34.7400016784668
2025-04-14,34.85790510631743,35.45000076293945
2025-04-15,34.90123832339332,35.369998931884766
2025-04-16,34.933381053379605,35.279998779296875
2025-04-17,35.00604783921015,35.720001220703125
2025-04-21,35.03614320300874,35.310001373291016
2025-04-22,35.1493335723877,36.209999084472656
2025-04-23,35.25857180640811,36.2400016784668
2025-04-24,35.35847654796782,36.25
2025-04-25,35.42004797799247,35.93000030517578
2025-04-28,35.52757166907901,36.459999084472656
2025-04-29,35.624857293991816,36.38999938964844
2025-04-30,35.73128583998907,36.5
2025-05-01,35.795619328816734,36.08000183105469
2025-05-02,35.86876198904855,36.16999816894531
2025-05-05,35.952666618710474,36.27999877929688
2025-05-06,36.01266650245303,36.119998931884766
2025-05-07,36.08028571719215,36.33000183105469
2025-05-08,36.06699988955543,35.619998931884766
2025-05-09,36.03628543672107,35.5099983215332
2025-05-12,35.90980922154018,34.56999969482422
2025-05-13,35.70985694158645,33.790000915527344
2025-05-14,35.49209509350005,33.52000045776367
2025-05-15,35.36885682968866,34.41999816894531
2025-05-16,35.2916188012986,34.86000061035156
2025-05-19,35.23371409461612,35.02000045776367
2025-05-20,35.16480929056804,34.88999938964844
2025-05-21,35.07647587004162,34.619998931884766
2025-05-22,34.97299980890183,34.380001068115234
2025-05-23,34.90604727608817,34.66999816894531
2025-05-27,34.86223763965425,34.849998474121094
2025-05-28,34.76228532337007,34.18000030517578
2025-05-29,34.69571375165667,34.41999816894531
2025-05-30,34.67047569638207,34.75
2025-06-02,34.64871395656041,34.720001220703125
2025-06-03,34.612904466901504,34.5
2025-06-04,34.554142416091196,34.16999816894531
2025-06-05,34.49799944559733,34.099998474121094
2025-06-06,34.44676148550851,34.040000915527344
2025-06-09,34.39161849248977,33.91999816894531
2025-06-10,34.32499960036505,33.720001220703125
2025-06-11,34.26814237322126,33.779998779296875
2025-06-12,34.26847585042318,34.380001068115234
2025-06-13,34.21804726010277,33.88999938964844
2025-06-16,34.14823775518508,33.65999984741211
2025-06-17,34.0641426268078,33.45000076293945
2025-06-18,34.00085696265811,33.59000015258789
2025-06-20,33.96090465727306,33.77000045776367
2025-06-23,33.9754760378883,34.29999923706055
2025-06-24,33.981856936500186,34.209999084472656
2025-06-25,33.92280934651693,33.5
2025-06-26,33.88161879039946,33.619998931884766
2025-06-27,33.83738085428874,33.560001373291016
2025-06-30,33.828666523524696,33.88999938964844
2025-07-01,33.83357146126883,33.9900016784668
2025-07-02,33.799095371791296,33.540000915527344
2025-07-03,33.79490503583636,33.810001373291016
2025-07-07,33.7800479162307,33.68000030517578
2025-07-08,33.757667123703726,33.58000183105469
2025-07-09,33.7546193259103,33.7599983215332
2025-07-10,33.806619480678016,34.33000183105469
2025-07-11,33.85000045413063,34.27000045776367
2025-07-14,33.937714549473355,34.7599983215332
2025-07-15,34.07980962480818,35.349998474121094
2025-07-16,34.19685721624465,35.15999984741211
2025-07-17,34.349619166056314,35.61000061035156
2025-07-18,34.52733339582171,35.97999954223633
2025-07-21,34.714619173322404,36.20000076293945
2025-07-22,34.94842881702242,36.810001373291016
2025-07-23,35.13980990818569,36.4900016784668
2025-07-24,35.328905287243074,36.58000183105469
2025-07-25,35.50238140651158,36.56999969482422
2025-07-28,35.57990508306594,35.709999084472656
2025-07-29,35.69385750180199,36.20000076293945
2025-07-30,35.781571833292645,36.040000915527344
2025-07-31,35.8261907123384,35.689998626708984
2025-08-01,35.8577144804455,35.65999984741211
2025-08-04,35.92995258512951,36.18000030517578
2025-08-05,35.95219054449172,35.779998779296875
2025-08-06,35.99919068472726,36.150001525878906
2025-08-07,36.05576199122837,36.369998931884766
2025-08-08,36.100714220319475,36.34999847412109
2025-08-11,36.129095059349424,36.27999877929688
2025-08-12,36.20928568158831,36.900001525878906
2025-08-13,36.31447630382719,37.2400016784668
2025-08-14,36.3945240747361,37.08000183105469
2025-08-15,36.417095402308874,36.54999923706055
"
3327,US,technical,"For Freeport-McMoRan between June 16, 2023 and January 31, 2024, how many times did the price break above the 60-day Weighted Moving Average line? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2023-03-23,37.790000915527344,38.25,37.38999938964844,39.27000045776367
2023-03-24,38.0099983215332,37.369998931884766,36.75,38.209999084472656
2023-03-27,37.97999954223633,38.31999969482422,37.38999938964844,38.369998931884766
2023-03-28,38.369998931884766,38.369998931884766,38.09999847412109,38.619998931884766
2023-03-29,39.43999862670898,39.0,38.900001525878906,39.810001373291016
2023-03-30,40.20000076293945,40.38999938964844,40.02999877929688,41.150001525878906
2023-03-31,40.90999984741211,40.2599983215332,40.22999954223633,41.09999847412109
2023-04-03,41.20000076293945,41.130001068115234,40.470001220703125,41.34999847412109
2023-04-04,40.2599983215332,40.7599983215332,39.709999084472656,40.79999923706055
2023-04-05,40.31999969482422,39.869998931884766,39.56999969482422,40.40999984741211
2023-04-06,40.290000915527344,40.22999954223633,39.54999923706055,40.459999084472656
2023-04-10,40.130001068115234,40.0,39.52999877929688,40.380001068115234
2023-04-11,41.130001068115234,41.02000045776367,40.810001373291016,41.5099983215332
2023-04-12,41.119998931884766,41.27999877929688,40.869998931884766,41.65999984741211
2023-04-13,42.95000076293945,41.720001220703125,41.61000061035156,43.2599983215332
2023-04-14,43.15999984741211,43.130001068115234,42.38999938964844,43.459999084472656
2023-04-17,42.119998931884766,42.86000061035156,41.75,43.04999923706055
2023-04-18,42.959999084472656,42.41999816894531,42.400001525878906,43.02000045776367
2023-04-19,41.88999938964844,42.09999847412109,41.84000015258789,42.43000030517578
2023-04-20,41.36000061035156,41.18999862670898,41.06999969482422,41.790000915527344
2023-04-21,39.65999984741211,39.790000915527344,38.880001068115234,40.70000076293945
2023-04-24,39.52999877929688,39.18999862670898,38.45000076293945,39.54999923706055
2023-04-25,37.75,38.18999862670898,37.09999847412109,38.27999877929688
2023-04-26,37.27999877929688,37.9900016784668,37.06999969482422,38.04999923706055
2023-04-27,37.470001220703125,37.18999862670898,36.68000030517578,37.4900016784668
2023-04-28,37.90999984741211,37.02999877929688,36.90999984741211,37.93000030517578
2023-05-01,37.630001068115234,38.86000061035156,37.34999847412109,38.86000061035156
2023-05-02,36.59999847412109,37.04999923706055,36.2400016784668,37.18000030517578
2023-05-03,36.33000183105469,36.70000076293945,36.27999877929688,37.08000183105469
2023-05-04,35.220001220703125,36.18000030517578,34.7599983215332,36.33000183105469
2023-05-05,36.470001220703125,35.90999984741211,35.7599983215332,36.720001220703125
2023-05-08,36.560001373291016,37.20000076293945,36.45000076293945,37.41999816894531
2023-05-09,36.65999984741211,36.29999923706055,36.15999984741211,36.91999816894531
2023-05-10,36.2400016784668,36.95000076293945,35.5099983215332,37.0
2023-05-11,34.540000915527344,34.7599983215332,34.290000915527344,34.959999084472656
2023-05-12,34.9900016784668,34.70000076293945,34.369998931884766,34.9900016784668
2023-05-15,36.130001068115234,35.22999954223633,34.959999084472656,36.25
2023-05-16,35.25,35.95000076293945,35.16999816894531,36.29999923706055
2023-05-17,35.81999969482422,36.33000183105469,35.40999984741211,36.52000045776367
2023-05-18,35.68000030517578,35.119998931884766,34.83000183105469,35.86000061035156
2023-05-19,35.72999954223633,36.02999877929688,35.43000030517578,36.2400016784668
2023-05-22,35.619998931884766,35.720001220703125,35.599998474121094,36.040000915527344
2023-05-23,34.68000030517578,35.220001220703125,34.5099983215332,35.2400016784668
2023-05-24,33.209999084472656,34.099998474121094,33.04999923706055,34.130001068115234
2023-05-25,33.630001068115234,33.400001525878906,33.060001373291016,33.7400016784668
2023-05-26,34.77000045776367,34.869998931884766,34.470001220703125,35.130001068115234
2023-05-30,34.22999954223633,34.720001220703125,33.84000015258789,34.7400016784668
2023-05-31,34.34000015258789,33.72999954223633,33.310001373291016,34.41999816894531
2023-06-01,35.470001220703125,34.86000061035156,34.68000030517578,35.88999938964844
2023-06-02,37.18999862670898,37.290000915527344,36.619998931884766,37.560001373291016
2023-06-05,37.040000915527344,37.45000076293945,36.27000045776367,37.45000076293945
2023-06-06,37.7400016784668,36.91999816894531,36.91999816894531,37.810001373291016
2023-06-07,37.56999969482422,37.790000915527344,37.52999877929688,38.310001373291016
2023-06-08,37.84000015258789,37.880001068115234,37.40999984741211,38.06999969482422
2023-06-09,37.88999938964844,37.79999923706055,37.54999923706055,38.04999923706055
2023-06-12,37.81999969482422,37.470001220703125,36.880001068115234,38.18999862670898
2023-06-13,39.81999969482422,39.2400016784668,39.16999816894531,40.119998931884766
2023-06-14,40.060001373291016,40.59999847412109,39.52000045776367,40.75
2023-06-15,40.08000183105469,40.0099983215332,39.880001068115234,40.5099983215332
2023-06-16,39.88999938964844,39.790000915527344,39.58000183105469,40.150001525878906
2023-06-20,39.400001525878906,39.54999923706055,38.58000183105469,39.65999984741211
2023-06-21,39.77000045776367,38.970001220703125,38.90999984741211,40.040000915527344
2023-06-22,39.720001220703125,39.4900016784668,39.150001525878906,39.77000045776367
2023-06-23,38.369998931884766,38.47999954223633,37.900001525878906,38.54999923706055
2023-06-26,39.27000045776367,38.43999862670898,38.43999862670898,39.56999969482422
2023-06-27,40.40999984741211,39.56999969482422,39.45000076293945,40.5099983215332
2023-06-28,39.220001220703125,39.75,38.7599983215332,39.75
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2023-09-22,40.22863368675357,37.150001525878906
2023-09-25,40.11907634213974,37.20000076293945
2023-09-26,39.99003808693808,36.56999969482422
2023-09-27,39.86221839612951,36.54999923706055
2023-09-28,39.76227310680952,37.33000183105469
2023-09-29,39.66202724019035,37.290000915527344
2023-10-02,39.540808645363064,36.63999938964844
2023-10-03,39.41084690615128,36.34000015258789
2023-10-04,39.266590099647395,35.86000061035156
2023-10-05,39.108371488644124,35.369998931884766
2023-10-06,38.9956993019646,36.66999816894531
2023-10-09,38.891229423147735,36.83000183105469
2023-10-10,38.80416388589828,37.290000915527344
2023-10-11,38.714240444162506,37.150001525878906
2023-10-12,38.59068852617441,36.06999969482422
2023-10-13,38.4493224347224,35.45000076293945
2023-10-16,38.32459014725816,35.849998474121094
2023-10-17,38.22311472658251,36.47999954223633
2023-10-18,38.0961857884308,35.61000061035156
2023-10-19,37.96121309832797,35.22999954223633
2023-10-20,37.78644810869394,33.880001068115234
2023-10-23,37.60469395788641,33.5099983215332
2023-10-24,37.45830592379544,34.41999816894531
2023-10-25,37.298491727068125,33.84000015258789
2023-10-26,37.139830500701734,33.709999084472656
2023-10-27,36.984699299296395,33.66999816894531
2023-10-30,36.846825019127685,34.040000915527344
2023-10-31,36.70505449263776,33.779998779296875
2023-11-01,36.56563916857777,33.709999084472656
2023-11-02,36.47375387389803,35.0099983215332
2023-11-03,36.39051349410594,35.150001525878906
2023-11-06,36.318436963440945,35.369998931884766
2023-11-07,36.20671570366198,34.060001373291016
2023-11-08,36.084147423082364,33.61000061035156
2023-11-09,35.95285786488017,33.2400016784668
2023-11-10,35.83914749479033,33.68000030517578
2023-11-13,35.720486304277934,33.43000030517578
2023-11-14,35.66183050812268,35.16999816894531
2023-11-15,35.6323332426978,36.0
2023-11-16,35.58933327471624,35.540000915527344
2023-11-17,35.563448029398266,36.0
2023-11-20,35.5601857857626,36.650001525878906
2023-11-21,35.56931693488783,37.0
2023-11-22,35.57591254437556,36.88999938964844
2023-11-24,35.582672112887025,36.84000015258789
2023-11-27,35.58306556034609,36.59000015258789
2023-11-28,35.605928988013765,37.220001220703125
2023-11-29,35.62948630494498,37.16999816894531
2023-11-30,35.65994531183295,37.31999969482422
2023-12-01,35.755043728104056,39.2400016784668
2023-12-04,35.796983637575245,37.61000061035156
2023-12-05,35.80574318932705,36.56999969482422
2023-12-06,35.80594537453573,36.25
2023-12-07,35.8121639189173,36.369998931884766
2023-12-08,35.87858473564106,38.150001525878906
2023-12-11,35.93720765244114,37.869998931884766
2023-12-12,35.98244256608473,37.41999816894531
2023-12-13,36.08722394307454,39.18999862670898
2023-12-14,36.28295076088827,41.970001220703125
2023-12-15,36.46147535146911,41.5
2023-12-18,36.632748525650776,41.34999847412109
2023-12-19,36.82893979432153,42.18000030517578
2023-12-20,36.99486876315758,41.34000015258789
2023-12-21,37.18737148222376,42.22999954223633
2023-12-22,37.38168845880227,42.380001068115234
2023-12-26,37.58799999633122,42.83000183105469
2023-12-27,37.80341532347632,43.20000076293945
2023-12-28,38.009344301067415,43.02000045776367
2023-12-29,38.196868881892634,42.56999969482422
2024-01-02,38.36498910664209,42.09000015258789
2024-01-03,38.50583060217686,41.369998931884766
2024-01-04,38.650005440633805,41.54999923706055
2024-01-05,38.78701090161266,41.40999984741211
2024-01-08,38.947666666416524,42.20000076293945
2024-01-09,39.08916942617281,41.70000076293945
2024-01-10,39.21448087848601,41.29999923706055
2024-01-11,39.327743136296505,41.02999877929688
2024-01-12,39.43522396817233,40.93999862670898
2024-01-16,39.47338249123162,38.900001525878906
2024-01-17,39.48810386032355,38.2400016784668
2024-01-18,39.500196727898604,38.209999084472656
2024-01-19,39.52828417710268,38.77000045776367
2024-01-22,39.51120219621502,37.47999954223633
2024-01-23,39.515070989223126,38.16999816894531
2024-01-24,39.56739343528539,39.720001220703125
2024-01-25,39.60725131425701,39.43999862670898
2024-01-26,39.64887427032971,39.59000015258789
2024-01-29,39.70844802647992,40.22999954223633
2024-01-30,39.75597265691705,39.970001220703125
2024-01-31,39.79089610824168,39.68999862670898
"
3328,US,technical,"How many break below events of the 20-day Weighted Moving Average line occurred for Take-Two Interactive from December 23, 2024 to January 15, 2025? (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-11-25,187.6199951171875,189.75999450683597,187.47000122070312,190.42999267578125
2024-11-26,187.8500061035156,188.19000244140625,187.13999938964844,189.27999877929688
2024-11-27,185.55999755859372,188.22999572753903,185.3500061035156,188.55999755859372
2024-11-29,188.3800048828125,186.2100067138672,186.2100067138672,189.30999755859372
2024-12-02,187.9499969482422,188.3600006103516,187.0,188.6300048828125
2024-12-03,188.05999755859372,187.3999938964844,186.94000244140625,188.3800048828125
2024-12-04,188.1999969482422,188.5,187.25,188.8800048828125
2024-12-05,190.02999877929688,189.3500061035156,188.0,191.6300048828125
2024-12-06,189.7100067138672,190.3600006103516,188.1699981689453,191.91000366210935
2024-12-09,187.8999938964844,188.97000122070312,187.6699981689453,191.0200042724609
2024-12-10,185.3600006103516,186.7100067138672,184.7100067138672,188.2400054931641
2024-12-11,190.4600067138672,188.8800048828125,186.0500030517578,191.25999450683597
2024-12-12,189.63999938964844,189.3300018310547,188.2700042724609,190.5399932861328
2024-12-13,185.47999572753903,188.3000030517578,184.6999969482422,188.6499938964844
2024-12-16,187.17999267578125,185.9199981689453,185.32000732421875,188.77999877929688
2024-12-17,185.92999267578125,186.63999938964844,185.8500061035156,187.32000732421875
2024-12-18,181.8999938964844,186.5200042724609,181.63999938964844,188.3999938964844
2024-12-19,181.3800048828125,183.5,181.16000366210935,184.4900054931641
2024-12-20,181.97000122070312,180.0,179.0,184.1999969482422
2024-12-23,183.22000122070312,181.08999633789065,181.08999633789065,183.3699951171875
2024-12-24,185.38999938964844,184.0,183.6300048828125,185.82000732421875
2024-12-26,187.16000366210935,184.75,184.7100067138672,187.55999755859372
2024-12-27,186.42999267578125,187.42999267578125,184.6999969482422,188.3600006103516
2024-12-30,184.5399932861328,184.19000244140625,182.0,185.92999267578125
2024-12-31,184.0800018310547,184.7700042724609,183.6499938964844,185.7700042724609
2025-01-02,183.07000732421875,184.66000366210935,180.8699951171875,185.1000061035156
2025-01-03,188.75,184.6000061035156,184.1999969482422,189.17999267578125
2025-01-06,188.97999572753903,190.63999938964844,188.30999755859372,192.13999938964844
2025-01-07,181.75,188.08999633789065,180.8800048828125,188.7100067138672
2025-01-08,183.7400054931641,181.58999633789065,180.1699981689453,183.91000366210935
2025-01-10,178.61000061035156,181.8999938964844,177.35000610351562,182.8800048828125
2025-01-13,178.75999450683594,178.61000061035156,177.92999267578125,179.97999572753906
2025-01-14,180.02999877929688,178.91000366210938,178.64999389648438,181.52999877929688
2025-01-15,181.32000732421875,183.3999938964844,179.5800018310547,183.8000030517578
","date,20-day,close
2024-12-23,185.779665629069,183.22000122070312
2024-12-24,185.65595136369978,185.38999938964844
2024-12-26,185.71142796107702,187.16000366210935
2024-12-27,185.70066542852493,186.42999267578125
2024-12-30,185.5057601202102,184.5399932861328
2024-12-31,185.285331871396,184.0800018310547
2025-01-02,184.98714221772693,183.07000732421875
2025-01-03,185.2536661057245,188.75
2025-01-06,185.5394752865746,188.97999572753903
2025-01-07,185.14171346028647,181.75
2025-01-08,184.97138076055617,183.7400054931641
2025-01-10,184.33228563581193,178.61000061035156
2025-01-13,183.73961850120907,178.75999450683594
2025-01-14,183.32361849830264,180.02999877929688
2025-01-15,183.07623835972376,181.32000732421875
"
3329,US,technical,"During July 02, 2024 to January 15, 2025, count the number of times Aflac's close price break above the 20-day Weighted Moving Average line. (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.0,medium,moving average,WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j,"date,close,open,low,high
2024-06-04,88.04000091552734,88.4800033569336,87.83000183105469,89.23999786376953
2024-06-05,88.37999725341797,88.1500015258789,87.69999694824219,88.66999816894531
2024-06-06,88.3499984741211,88.44999694824219,87.91000366210938,89.01000213623047
2024-06-07,88.79000091552734,88.45999908447266,88.08000183105469,89.29000091552734
2024-06-10,88.4000015258789,88.66999816894531,87.94000244140625,88.75
2024-06-11,87.56999969482422,87.95999908447266,87.08000183105469,88.29000091552734
2024-06-12,88.19000244140625,87.69999694824219,87.12000274658203,88.29000091552734
2024-06-13,87.30999755859375,88.0,87.02999877929688,88.0
2024-06-14,87.04000091552734,86.69000244140625,86.45999908447266,87.30999755859375
2024-06-17,87.95999908447266,86.94000244140625,86.55000305175781,88.0
2024-06-18,88.98999786376953,87.87000274658203,87.68000030517578,89.01000213623047
2024-06-20,89.76000213623047,88.98999786376953,88.69999694824219,90.05000305175781
2024-06-21,89.66999816894531,89.7699966430664,89.52999877929688,90.23999786376952
2024-06-24,90.43000030517578,89.5,89.06999969482422,91.1500015258789
2024-06-25,90.01000213623047,90.43000030517578,89.79000091552734,90.93000030517578
2024-06-26,89.22000122070312,89.37000274658203,88.23999786376953,89.69999694824219
2024-06-27,89.16000366210938,89.3499984741211,88.70999908447266,89.36000061035156
2024-06-28,89.30999755859375,89.3499984741211,88.83000183105469,90.20999908447266
2024-07-01,89.05999755859375,89.81999969482422,88.9000015258789,90.2699966430664
2024-07-02,89.43000030517578,88.47000122070312,88.19999694824219,89.51000213623047
2024-07-03,89.08999633789062,89.12999725341797,89.04000091552734,89.73999786376953
2024-07-05,89.05000305175781,89.0,88.54000091552734,89.05999755859375
2024-07-08,88.5199966430664,89.22000122070312,88.45999908447266,89.83000183105469
2024-07-09,88.93000030517578,88.5199966430664,88.0,89.63999938964844
2024-07-10,90.20999908447266,88.93000030517578,88.69999694824219,90.25
2024-07-11,92.41999816894533,90.7699966430664,90.37999725341795,92.54000091552734
2024-07-12,92.63999938964844,92.86000061035156,91.98999786376952,93.08000183105467
2024-07-15,93.37000274658205,92.86000061035156,92.5999984741211,93.86000061035156
2024-07-16,93.5500030517578,93.51000213623048,93.2300033569336,94.45999908447266
2024-07-17,94.05999755859376,93.8000030517578,92.83000183105467,94.8499984741211
2024-07-18,94.29000091552734,93.73999786376952,93.27999877929688,95.48999786376952
2024-07-19,92.91000366210938,94.41999816894533,92.44000244140624,94.44000244140624
2024-07-22,94.5,93.1500015258789,93.0,94.55999755859376
2024-07-23,94.31999969482422,94.4800033569336,93.95999908447266,94.63999938964844
2024-07-24,94.13999938964844,94.6500015258789,93.72000122070312,94.83000183105467
2024-07-25,94.12000274658205,94.7300033569336,94.0,95.45999908447266
2024-07-26,94.81999969482422,94.12000274658205,94.02999877929688,95.25
2024-07-29,94.54000091552734,94.88999938964844,94.06999969482422,95.31999969482422
2024-07-30,95.36000061035156,95.01000213623048,94.91000366210938,96.2300033569336
2024-07-31,95.37999725341795,95.36000061035156,94.87000274658205,95.97000122070312
2024-08-01,101.6500015258789,104.37999725341795,100.86000061035156,104.91000366210938
2024-08-02,99.23999786376952,100.29000091552734,97.54000091552734,101.76000213623048
2024-08-05,97.16999816894533,99.1999969482422,95.97000122070312,99.1999969482422
2024-08-06,98.5999984741211,97.2699966430664,96.1500015258789,99.04000091552734
2024-08-07,99.29000091552734,98.91000366210938,98.66000366210938,100.04000091552734
2024-08-08,100.86000061035156,99.5500030517578,98.88999938964844,101.05999755859376
2024-08-09,101.20999908447266,101.0500030517578,100.33000183105467,101.44000244140624
2024-08-12,101.19000244140624,101.52999877929688,101.0,101.8000030517578
2024-08-13,101.7300033569336,101.4800033569336,100.77999877929688,101.8499984741211
2024-08-14,102.37000274658205,102.0,101.86000061035156,102.86000061035156
2024-08-15,102.54000091552734,102.66000366210938,102.12000274658205,103.2699966430664
2024-08-16,104.76000213623048,102.83999633789062,102.16000366210938,104.83999633789062
2024-08-19,105.20999908447266,104.61000061035156,104.3499984741211,105.38999938964844
2024-08-20,104.8000030517578,105.1999969482422,104.62000274658205,105.6500015258789
2024-08-21,105.33999633789062,104.41000366210938,104.41000366210938,105.8000030517578
2024-08-22,106.61000061035156,105.31999969482422,105.25,106.63999938964844
2024-08-23,107.33999633789062,106.98999786376952,106.23999786376952,107.4800033569336
2024-08-26,107.51000213623048,107.4800033569336,107.33999633789062,108.30999755859376
2024-08-27,107.70999908447266,107.79000091552734,107.11000061035156,108.26000213623048
2024-08-28,108.83000183105467,107.8499984741211,107.8499984741211,109.33999633789062
2024-08-29,109.62999725341795,108.83000183105467,108.12000274658205,109.87000274658205
2024-08-30,110.36000061035156,109.69000244140624,109.41999816894533,110.68000030517578
2024-09-03,109.06999969482422,110.2699966430664,108.55999755859376,110.8000030517578
2024-09-04,110.48999786376952,109.95999908447266,109.0,111.13999938964844
2024-09-05,109.69000244140624,110.52999877929688,108.27999877929688,110.86000061035156
2024-09-06,108.88999938964844,109.76000213623048,108.5199966430664,110.8000030517578
2024-09-09,109.4000015258789,109.3000030517578,108.61000061035156,109.77999877929688
2024-09-10,108.44000244140624,109.75,108.23999786376952,110.25
2024-09-11,107.36000061035156,108.06999969482422,105.7300033569336,108.37999725341795
2024-09-12,107.97000122070312,107.43000030517578,106.93000030517578,108.08999633789062
2024-09-13,108.58999633789062,108.25,108.05999755859376,108.8000030517578
2024-09-16,110.16999816894533,109.29000091552734,108.86000061035156,110.2699966430664
2024-09-17,109.55999755859376,110.0,109.12000274658205,110.25
2024-09-18,108.95999908447266,109.72000122070312,108.87000274658205,110.5500030517578
2024-09-19,107.87000274658205,109.33000183105467,107.80999755859376,109.44000244140624
2024-09-20,107.91999816894533,107.58000183105467,107.06999969482422,108.11000061035156
2024-09-23,110.0199966430664,108.2300033569336,108.2300033569336,110.11000061035156
2024-09-24,109.0999984741211,109.25,108.77999877929688,109.61000061035156
2024-09-25,109.69000244140624,109.58999633789062,108.86000061035156,110.36000061035156
2024-09-26,110.06999969482422,109.19000244140624,109.19000244140624,110.87000274658205
2024-09-27,110.58999633789062,110.0199966430664,109.68000030517578,110.97000122070312
2024-09-30,111.8000030517578,110.70999908447266,110.0199966430664,112.0999984741211
2024-10-01,112.81999969482422,111.7699966430664,111.13999938964844,112.95999908447266
2024-10-02,114.2300033569336,113.05999755859376,112.43000030517578,114.31999969482422
2024-10-03,113.52999877929688,114.12000274658205,112.83000183105467,114.37000274658205
2024-10-04,115.26000213623048,114.11000061035156,113.75,115.5
2024-10-07,111.83999633789062,114.97000122070312,111.04000091552734,114.97000122070312
2024-10-08,112.47000122070312,112.27999877929688,112.01000213623048,112.93000030517578
2024-10-09,111.05999755859376,112.2300033569336,110.47000122070312,112.48999786376952
2024-10-10,111.61000061035156,112.16999816894533,111.25,112.76000213623048
2024-10-11,113.26000213623048,112.0999984741211,112.0999984741211,113.66999816894533
2024-10-14,114.06999969482422,113.5999984741211,113.25,114.22000122070312
2024-10-15,113.98999786376952,114.27999877929688,113.83000183105467,115.12999725341795
2024-10-16,114.37999725341795,113.83999633789062,113.54000091552734,114.5
2024-10-17,114.98999786376952,115.29000091552734,114.4499969482422,115.3499984741211
2024-10-18,114.5,115.44000244140624,113.91000366210938,115.44000244140624
2024-10-21,112.75,114.44000244140624,112.4499969482422,114.69000244140624
2024-10-22,112.16000366210938,112.4800033569336,111.16999816894533,112.73999786376952
2024-10-23,112.13999938964844,111.9800033569336,111.69000244140624,112.63999938964844
2024-10-24,112.01000213623048,112.45999908447266,111.58000183105467,112.69000244140624
2024-10-25,109.75,112.01000213623048,108.9800033569336,112.2300033569336
2024-10-28,109.79000091552734,110.0,109.48999786376952,110.58999633789062
2024-10-29,110.0,109.5,109.22000122070312,110.36000061035156
2024-10-30,110.08999633789062,109.9499969482422,109.5500030517578,110.80999755859376
2024-10-31,104.79000091552734,107.19000244140624,104.08999633789062,108.23999786376952
2024-11-01,104.70999908447266,105.29000091552734,104.31999969482422,106.69000244140624
2024-11-04,104.51000213623048,105.05999755859376,104.0500030517578,105.2300033569336
2024-11-05,105.55999755859376,104.38999938964844,104.0,105.58999633789062
2024-11-06,108.55999755859376,109.69000244140624,106.91999816894533,109.86000061035156
2024-11-07,107.44000244140624,108.27999877929688,107.27999877929688,108.3499984741211
2024-11-08,108.2699966430664,108.33000183105467,107.87000274658205,108.70999908447266
2024-11-11,110.43000030517578,108.86000061035156,108.22000122070312,110.9000015258789
2024-11-12,110.6500015258789,110.19000244140624,110.04000091552734,111.13999938964844
2024-11-13,110.44000244140624,110.41999816894533,110.2699966430664,111.08999633789062
2024-11-14,109.68000030517578,110.0,109.12000274658205,110.52999877929688
2024-11-15,111.31999969482422,109.87999725341795,108.87000274658205,111.91000366210938
2024-11-18,112.04000091552734,111.31999969482422,111.06999969482422,112.25
2024-11-19,111.12999725341795,110.9000015258789,110.06999969482422,111.52999877929688
2024-11-20,110.23999786376952,110.97000122070312,109.77999877929688,111.16000366210938
2024-11-21,111.7300033569336,111.0,110.41999816894533,112.33000183105467
2024-11-22,112.38999938964844,112.16999816894533,112.1500015258789,113.1500015258789
2024-11-25,113.1999969482422,112.76000213623048,112.4499969482422,113.9800033569336
2024-11-26,114.0199966430664,112.7300033569336,112.33000183105467,114.33000183105467
2024-11-27,114.0999984741211,114.5,113.94000244140624,115.43000030517578
2024-11-29,114.0,114.01000213623048,113.9000015258789,115.06999969482422
2024-12-02,111.4000015258789,114.16999816894533,111.11000061035156,114.5999984741211
2024-12-03,106.76000213623048,112.23999786376952,106.73999786376952,112.23999786376952
2024-12-04,106.98999786376952,105.91999816894533,105.0,107.25
2024-12-05,107.75,107.4000015258789,107.16000366210938,108.52999877929688
2024-12-06,107.30999755859376,107.7699966430664,107.08999633789062,108.3499984741211
2024-12-09,105.0,106.87000274658205,104.66999816894533,107.0
2024-12-10,104.22000122070312,104.37000274658205,102.77999877929688,104.87000274658205
2024-12-11,104.20999908447266,104.43000030517578,103.75,104.76000213623048
2024-12-12,104.37999725341795,104.98999786376952,104.31999969482422,105.54000091552734
2024-12-13,104.5199966430664,104.55999755859376,104.1999969482422,105.30999755859376
2024-12-16,103.80999755859376,104.33999633789062,103.75,104.62999725341795
2024-12-17,102.75,103.0,102.33000183105467,103.6999969482422
2024-12-18,100.37000274658205,102.5199966430664,100.3000030517578,103.31999969482422
2024-12-19,101.25,100.91000366210938,100.58999633789062,102.08999633789062
2024-12-20,102.69000244140624,101.04000091552734,100.6500015258789,103.16999816894533
2024-12-23,102.73999786376952,102.05999755859376,101.77999877929688,102.93000030517578
2024-12-24,103.23999786376952,102.8000030517578,102.13999938964844,103.41000366210938
2024-12-26,103.66000366210938,102.75,102.51000213623048,104.0199966430664
2024-12-27,103.37999725341795,103.18000030517578,102.73999786376952,104.4499969482422
2024-12-30,102.97000122070312,102.27999877929688,101.75,103.58999633789062
2024-12-31,103.44000244140624,103.04000091552734,103.04000091552734,103.88999938964844
2025-01-02,102.36000061035156,103.61000061035156,101.97000122070312,104.04000091552734
2025-01-03,103.16000366210938,102.56999969482422,102.16999816894533,103.3499984741211
2025-01-06,101.79000091552734,103.0500030517578,101.48999786376952,103.79000091552734
2025-01-07,102.83999633789062,101.9800033569336,101.79000091552734,103.6999969482422
2025-01-08,103.56999969482422,103.01000213623048,102.04000091552734,103.5999984741211
2025-01-10,100.98999786376952,102.36000061035156,100.23999786376952,102.6999969482422
2025-01-13,102.48999786376952,100.95999908447266,100.0,102.9499969482422
2025-01-14,103.6500015258789,102.79000091552734,102.38999938964844,103.68000030517578
2025-01-15,104.79000091552734,105.18000030517578,104.41000366210938,105.18000030517578
","date,20-day,close
2024-07-02,89.05071432931082,89.43000030517578
2024-07-03,89.08276160103934,89.08999633789062
2024-07-05,89.10600001017252,89.05000305175781
2024-07-08,89.07557111467634,88.5199966430664
2024-07-09,89.08338067190988,88.93000030517578
2024-07-10,89.2124282110305,90.20999908447266
2024-07-11,89.54333281744094,92.41999816894533
2024-07-12,89.87209469023205,92.63999938964844
2024-07-15,90.24919023059664,93.37000274658205
2024-07-16,90.61457148960659,93.5500030517578
2024-07-17,90.99752364385695,94.05999755859376
2024-07-18,91.37333326793852,94.29000091552734
2024-07-19,91.59247647240048,92.91000366210938
2024-07-22,91.9480478922526,94.5
2024-07-23,92.2634764171782,94.31999969482422
2024-07-24,92.5432382492792,94.13999938964844
2024-07-25,92.8014289855957,94.12000274658205
2024-07-26,93.10295275733584,94.81999969482422
2024-07-29,93.35085761660622,94.54000091552734
2024-07-30,93.6519529070173,95.36000061035156
2024-07-31,93.924952625093,95.37999725341795
2024-08-01,94.76676228841146,101.6500015258789
2024-08-02,95.31923824491955,99.23999786376952
2024-08-05,95.62604758853004,97.16999816894533
2024-08-06,96.02785695393881,98.5999984741211
2024-08-07,96.44933322724842,99.29000091552734
2024-08-08,96.97709517706008,100.86000061035156
2024-08-09,97.49799982706706,101.20999908447266
2024-08-12,97.97619051252093,101.19000244140624
2024-08-13,98.46857176281156,101.7300033569336
2024-08-14,98.98295295352028,102.37000274658205
2024-08-15,99.47395299275716,102.54000091552734
2024-08-16,100.13709600539434,104.76000213623048
2024-08-19,100.78666730608259,105.20999908447266
2024-08-20,101.34619136991955,104.8000030517578
2024-08-21,101.907238587879,105.33999633789062
2024-08-22,102.53590527489072,106.61000061035156
2024-08-23,103.17461918422154,107.33999633789062
2024-08-26,103.76990509033203,107.51000213623048
2024-08-27,104.32247641427176,107.70999908447266
2024-08-28,104.92290514991397,108.83000183105467
2024-08-29,105.53547628493536,109.62999725341795
2024-08-30,106.17957156953358,110.36000061035156
2024-09-03,106.64785723005022,109.06999969482422
2024-09-04,107.19471413748605,110.48999786376952
2024-09-05,107.6087619599842,109.69000244140624
2024-09-06,107.89709519885835,108.88999938964844
2024-09-09,108.19576198032924,109.4000015258789
2024-09-10,108.3640002659389,108.44000244140624
2024-09-11,108.39485742478143,107.36000061035156
2024-09-12,108.45700036911737,107.97000122070312
2024-09-13,108.5515238080706,108.58999633789062
2024-09-16,108.7677141098749,110.16999816894533
2024-09-17,108.9000472295852,109.55999755859376
2024-09-18,108.95452335902623,108.95999908447266
2024-09-19,108.88538080851237,107.87000274658205
2024-09-20,108.80895207722982,107.91999816894533
2024-09-23,108.92628511701311,110.0199966430664
2024-09-24,108.9432373773484,109.0999984741211
2024-09-25,109.00880908057803,109.69000244140624
2024-09-26,109.10114241100493,110.06999969482422
2024-09-27,109.23709447951543,110.58999633789062
2024-09-30,109.48371385846819,111.8000030517578
2024-10-01,109.82061862037295,112.81999969482422
2024-10-02,110.2739523024786,114.2300033569336
2024-10-03,110.64280933198475,113.52999877929688
2024-10-04,111.15814288911365,115.26000213623048
2024-10-07,111.31742826189314,111.83999633789062
2024-10-08,111.52509507678803,112.47000122070312
2024-10-09,111.5792853582473,111.05999755859376
2024-10-10,111.66823784964426,111.61000061035156
2024-10-11,111.89700001307897,113.26000213623048
2024-10-14,112.18066667829241,114.06999969482422
2024-10-15,112.43814268566314,113.98999786376952
2024-10-16,112.71166625249954,114.37999725341795
2024-10-17,113.01747560046968,114.98999786376952
2024-10-18,113.2427137465704,114.5
2024-10-21,113.26995188395182,112.75
2024-10-22,113.22799987792969,112.16000366210938
2024-10-23,113.16957124982561,112.13999938964844
2024-10-24,113.08709527878534,112.01000213623048
2024-10-25,112.78014290219261,109.75
2024-10-28,112.48100011916388,109.79000091552734
2024-10-29,112.21142868768601,110.0
2024-10-30,111.96385690598261,110.08999633789062
2024-10-31,111.231237974621,104.79000091552734
2024-11-01,110.5326188587007,104.70999908447266
2024-11-04,109.86519052414667,104.51000213623048
2024-11-05,109.33266648792085,105.55999755859376
2024-11-06,109.1187615167527,108.55999755859376
2024-11-07,108.8100951058524,107.44000244140624
2024-11-08,108.60033289591472,108.2699966430664
2024-11-11,108.62004725138347,110.43000030517578
2024-11-12,108.67804743448893,110.6500015258789
2024-11-13,108.73195244925363,110.44000244140624
2024-11-14,108.73223818824405,109.68000030517578
2024-11-15,108.9140000479562,111.31999969482422
2024-11-18,109.17947631109328,112.04000091552734
2024-11-19,109.36166650681268,111.12999725341795
2024-11-20,109.46399964832125,110.23999786376952
2024-11-21,109.71728570120675,111.7300033569336
2024-11-22,110.03476184663319,112.38999938964844
2024-11-25,110.4168091910226,113.1999969482422
2024-11-26,110.86071366809664,114.0199966430664
2024-11-27,111.29309452601842,114.0999984741211
2024-11-29,111.69685647147043,114.0
2024-12-02,111.8091423761277,111.4000015258789
2024-12-03,111.44766642252604,106.76000213623048
2024-12-04,111.09738053821383,106.98999786376952
2024-12-05,110.81266628447032,107.75
2024-12-06,110.4899041675386,107.30999755859376
2024-12-09,109.94776135399228,105.0
2024-12-10,109.34690435500372,104.22000122070312
2024-12-11,108.77466619582404,104.20999908447266
2024-12-12,108.24928501674107,104.37999725341795
2024-12-13,107.76609428042457,104.5199966430664
2024-12-16,107.23985602969215,103.80999755859376
2024-12-17,106.64842754545666,102.75
2024-12-18,105.8745707557315,100.37000274658205
2024-12-19,105.23576129731678,101.25
2024-12-20,104.7769044421968,102.69000244140624
2024-12-23,104.3658566792806,102.73999786376952
2024-12-24,104.04838035220192,103.23999786376952
2024-12-26,103.81833314441499,103.66000366210938
2024-12-27,103.61095195951916,103.37999725341795
2024-12-30,103.41557115827288,102.97000122070312
2024-12-31,103.31747618175689,103.44000244140624
2025-01-02,103.1544286455427,102.36000061035156
2025-01-03,103.08852426438105,103.16000366210938
2025-01-06,102.91038149879093,101.79000091552734
2025-01-07,102.8606192452567,102.83999633789062
2025-01-08,102.90166684105283,103.56999969482422
2025-01-10,102.70380950201125,100.98999786376952
2025-01-13,102.66419027419317,102.48999786376952
2025-01-14,102.74323806762695,103.6500015258789
2025-01-15,102.93433340163458,104.79000091552734
"
3330,US,technical,"How many times did the price break above the 10-day Exponential Moving Average line for General Dynamics from October 02, 2021 to October 22, 2021? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",3.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2021-08-06,199.0800018310547,199.4499969482422,198.13999938964844
2021-08-09,197.2400054931641,198.58999633789065,198.3999938964844
2021-08-10,199.0200042724609,199.13999938964844,196.9900054931641
2021-08-11,200.69000244140625,200.7400054931641,199.42999267578125
2021-08-12,199.1699981689453,201.1499938964844,200.77999877929688
2021-08-13,198.3699951171875,199.6100006103516,199.47000122070312
2021-08-16,200.4600067138672,200.5399932861328,198.19000244140625
2021-08-17,199.32000732421875,200.4600067138672,199.47999572753903
2021-08-18,196.8000030517578,199.42999267578125,198.88999938964844
2021-08-19,195.4900054931641,197.33999633789065,195.50999450683597
2021-08-20,197.3000030517578,197.8999938964844,195.6300048828125
2021-08-23,198.00999450683597,199.1000061035156,198.0800018310547
2021-08-24,198.9199981689453,199.6000061035156,198.6699981689453
2021-08-25,199.3000030517578,200.07000732421875,199.57000732421875
2021-08-26,199.07000732421875,199.38999938964844,198.8800048828125
2021-08-27,199.72000122070312,200.5200042724609,199.8699951171875
2021-08-30,199.19000244140625,200.00999450683597,199.92999267578125
2021-08-31,200.30999755859372,200.7700042724609,199.3000030517578
2021-09-01,199.7899932861328,201.0,201.0
2021-09-02,202.3000030517578,202.3999938964844,200.30999755859372
2021-09-03,202.4600067138672,202.8999938964844,202.0
2021-09-07,202.38999938964844,203.25,201.6699981689453
2021-09-08,204.3999938964844,205.0,202.17999267578125
2021-09-09,203.80999755859372,206.4600067138672,205.0
2021-09-10,201.6000061035156,205.13999938964844,204.9499969482422
2021-09-13,199.4199981689453,202.8800048828125,202.33999633789065
2021-09-14,196.66000366210935,200.42999267578125,200.42999267578125
2021-09-15,198.47999572753903,199.4600067138672,196.6100006103516
2021-09-16,194.8800048828125,199.5,198.91000366210935
2021-09-17,195.1199951171875,195.7899932861328,194.1199951171875
2021-09-20,193.42999267578125,194.57000732421875,194.0
2021-09-21,191.19000244140625,194.77999877929688,193.92999267578125
2021-09-22,193.75,194.9499969482422,192.77999877929688
2021-09-23,196.75,197.8800048828125,195.6000061035156
2021-09-24,197.4199981689453,198.1199951171875,196.6499938964844
2021-09-27,197.75999450683597,200.2100067138672,198.16000366210935
2021-09-28,197.1000061035156,198.6999969482422,197.7899932861328
2021-09-29,198.38999938964844,199.5200042724609,198.08999633789065
2021-09-30,196.02999877929688,199.4900054931641,198.9600067138672
2021-10-01,198.22000122070312,199.3000030517578,197.2700042724609
2021-10-04,197.50999450683597,199.7400054931641,197.66000366210935
2021-10-05,198.16000366210935,199.66000366210935,198.22999572753903
2021-10-06,199.3600006103516,199.41000366210935,197.1199951171875
2021-10-07,201.72999572753903,202.19000244140625,199.88999938964844
2021-10-08,202.1199951171875,202.83999633789065,201.94000244140625
2021-10-11,202.8800048828125,205.83999633789065,202.5
2021-10-12,203.5500030517578,205.4499969482422,202.8800048828125
2021-10-13,203.38999938964844,204.05999755859372,203.3800048828125
2021-10-14,205.13999938964844,205.6699981689453,204.72000122070312
2021-10-15,208.05999755859372,208.92999267578125,205.75
2021-10-18,206.66000366210935,208.2700042724609,206.9199981689453
2021-10-19,208.6199951171875,209.02999877929688,207.0800018310547
2021-10-20,208.44000244140625,209.6300048828125,208.6199951171875
2021-10-21,208.0399932861328,208.1999969482422,207.9600067138672
2021-10-22,209.5200042724609,210.2100067138672,208.7100067138672
","date,10-day,close
2021-08-19,198.2208434608505,195.4900054931641
2021-08-20,198.0534179319245,197.3000030517578
2021-08-23,198.04552276372658,198.00999450683597
2021-08-24,198.20451829194815,198.9199981689453
2021-08-25,198.40369733918624,199.3000030517578
2021-08-26,198.52484460919214,199.07000732421875
2021-08-27,198.742145811285,199.72000122070312
2021-08-30,198.82357428948887,199.19000244140625
2021-08-31,199.09383306568975,200.30999755859372
2021-09-01,199.22040765122483,199.7899932861328
2021-09-02,199.78033408768536,202.3000030517578
2021-09-03,200.26754729244567,202.4600067138672
2021-09-07,200.65344767375527,202.38999938964844
2021-09-08,201.33463789606964,204.3999938964844
2021-09-09,201.78470328925582,203.80999755859372
2021-09-10,201.75112198275758,201.6000061035156
2021-09-13,201.32728128933715,199.4199981689453
2021-09-14,200.47868535711393,196.66000366210935
2021-09-15,200.11528724264576,198.47999572753903
2021-09-16,199.1634177226761,194.8800048828125
2021-09-17,198.42824997622358,195.1199951171875
2021-09-20,197.5194759215977,193.42999267578125
2021-09-21,196.36866256156287,191.19000244140625
2021-09-22,195.89254209582415,193.75
2021-09-23,196.04844353294703,196.75
2021-09-24,196.29781710312852,197.4199981689453
2021-09-27,196.56366754016622,197.75999450683597
2021-09-28,196.6611836425934,197.1000061035156
2021-09-29,196.97551377842154,198.38999938964844
2021-09-30,196.80360196039885,196.02999877929688
2021-10-01,197.06112909863597,198.22000122070312
2021-10-04,197.14274099103596,197.50999450683597
2021-10-05,197.32769784032203,198.16000366210935
2021-10-06,197.69720743487287,199.3600006103516
2021-10-07,198.43044166990308,201.72999572753903
2021-10-08,199.1012695694093,202.1199951171875
2021-10-11,199.78831235366442,202.8800048828125
2021-10-12,200.47225611695413,203.5500030517578
2021-10-13,201.00275489380763,203.38999938964844
2021-10-14,201.75498116577867,205.13999938964844
2021-10-15,202.9013477826541,208.05999755859372
2021-10-18,203.58473976073685,206.66000366210935
2021-10-19,204.50024073463695,208.6199951171875
2021-10-20,205.21656104495864,208.44000244140625
2021-10-21,205.72991236153575,208.0399932861328
2021-10-22,206.41901998170394,209.5200042724609
"
3331,US,technical,"From December 26, 2021 to November 27, 2022, how many times did American Tower's price break above the 10-day Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",20.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2021-10-28,286.010009765625,289.989990234375,285.5
2021-10-29,281.9700012207031,284.92999267578125,284.2300109863281
2021-11-01,282.1000061035156,283.1600036621094,282.8599853515625
2021-11-02,282.6499938964844,285.2900085449219,282.8099975585937
2021-11-03,280.6000061035156,285.4200134277344,283.7200012207031
2021-11-04,278.95001220703125,283.45001220703125,281.79998779296875
2021-11-05,277.8299865722656,281.44000244140625,280.94000244140625
2021-11-08,278.760009765625,279.2200012207031,278.25
2021-11-09,279.9200134277344,281.6099853515625,279.8900146484375
2021-11-10,275.8800048828125,281.4800109863281,278.6300048828125
2021-11-11,272.4800109863281,276.70001220703125,276.1300048828125
2021-11-12,272.1000061035156,275.2200012207031,274.489990234375
2021-11-15,260.5,268.5400085449219,267.3299865722656
2021-11-16,259.0400085449219,262.3299865722656,262.1300048828125
2021-11-17,257.5299987792969,260.3999938964844,259.1000061035156
2021-11-18,258.9599914550781,259.7699890136719,257.6000061035156
2021-11-19,260.9800109863281,264.2900085449219,260.8999938964844
2021-11-22,257.6300048828125,261.0599975585937,260.0
2021-11-23,262.0,262.2099914550781,258.260009765625
2021-11-24,265.4800109863281,266.010009765625,262.8800048828125
2021-11-26,262.8699951171875,267.5,266.5799865722656
2021-11-29,266.94000244140625,269.3099975585937,264.1300048828125
2021-11-30,262.4800109863281,268.1499938964844,264.1600036621094
2021-12-01,258.95001220703125,267.5400085449219,263.9800109863281
2021-12-02,266.239990234375,267.739990234375,259.7300109863281
2021-12-03,266.9599914550781,269.2300109863281,265.7200012207031
2021-12-06,269.57000732421875,272.8999938964844,268.5299987792969
2021-12-07,276.8099975585937,277.32000732421875,271.25
2021-12-08,275.8500061035156,277.9200134277344,276.3900146484375
2021-12-09,271.0599975585937,276.989990234375,275.8800048828125
2021-12-10,272.57000732421875,274.17999267578125,270.9100036621094
2021-12-13,276.0199890136719,277.3299865722656,272.0
2021-12-14,273.4100036621094,278.1000061035156,274.4700012207031
2021-12-15,274.3500061035156,276.19000244140625,274.1600036621094
2021-12-16,279.4700012207031,279.6700134277344,274.79998779296875
2021-12-17,278.8599853515625,283.75,279.25
2021-12-20,278.4599914550781,279.5400085449219,275.8500061035156
2021-12-21,277.8500061035156,282.0400085449219,280.29998779296875
2021-12-22,281.25,281.3399963378906,278.95001220703125
2021-12-23,278.739990234375,280.4599914550781,280.0
2021-12-27,285.760009765625,285.9100036621094,280.0599975585937
2021-12-28,288.489990234375,288.94000244140625,285.760009765625
2021-12-29,288.8800048828125,289.5,286.79998779296875
2021-12-30,291.1400146484375,291.989990234375,289.6099853515625
2021-12-31,292.5,294.3999938964844,291.3999938964844
2022-01-03,286.3800048828125,292.54998779296875,292.3699951171875
2022-01-04,282.7699890136719,288.25,287.19000244140625
2022-01-05,264.57000732421875,279.44000244140625,278.9700012207031
2022-01-06,264.8900146484375,265.3800048828125,263.9100036621094
2022-01-07,266.5799865722656,269.239990234375,264.0299987792969
2022-01-10,264.4100036621094,267.3500061035156,267.3500061035156
2022-01-11,260.489990234375,261.6099853515625,259.4100036621094
2022-01-12,259.3900146484375,264.5,259.8800048828125
2022-01-13,255.44000244140625,260.2300109863281,260.0
2022-01-14,250.6199951171875,254.1999969482422,253.63999938964844
2022-01-18,250.22999572753903,250.97000122070312,248.6300048828125
2022-01-19,249.0,253.25999450683597,251.2100067138672
2022-01-20,245.94000244140625,252.8600006103516,249.88999938964844
2022-01-21,244.75999450683597,250.77999877929688,249.72999572753903
2022-01-24,248.3999938964844,249.3300018310547,241.30999755859372
2022-01-25,250.52999877929688,252.3999938964844,245.7899932861328
2022-01-26,242.6000061035156,254.3699951171875,250.6300048828125
2022-01-27,236.42999267578125,245.0500030517578,241.5500030517578
2022-01-28,246.7700042724609,246.8500061035156,237.57000732421875
2022-01-31,251.5,251.67999267578125,245.91000366210935
2022-02-01,250.1499938964844,252.4499969482422,251.07000732421875
2022-02-02,252.33999633789065,254.47000122070312,251.8800048828125
2022-02-03,250.6999969482422,252.69000244140625,250.8999938964844
2022-02-04,246.42999267578125,250.0,248.16000366210935
2022-02-07,246.25999450683597,248.3600006103516,245.7700042724609
2022-02-08,245.32000732421875,247.3300018310547,245.58999633789065
2022-02-09,249.88999938964844,250.4600067138672,248.1499938964844
2022-02-10,242.50999450683597,249.4600067138672,246.6300048828125
2022-02-11,236.8999938964844,244.9499969482422,242.9600067138672
2022-02-14,234.2899932861328,238.55999755859372,237.8999938964844
2022-02-15,233.38999938964844,237.1499938964844,237.05999755859372
2022-02-16,232.3300018310547,233.75,233.3999938964844
2022-02-17,228.6699981689453,232.50999450683597,232.00999450683597
2022-02-18,228.44000244140625,231.3000030517578,228.82000732421875
2022-02-22,228.3699951171875,230.8999938964844,228.2400054931641
2022-02-23,227.4499969482422,231.4499969482422,229.88999938964844
2022-02-24,231.75,232.6199951171875,221.80999755859372
2022-02-25,233.66000366210935,234.4499969482422,231.6999969482422
2022-02-28,226.8699951171875,231.3999938964844,231.1499938964844
2022-03-01,228.5500030517578,230.9199981689453,228.0
2022-03-02,231.0,232.7700042724609,228.30999755859372
2022-03-03,235.2400054931641,236.8000030517578,233.47999572753903
2022-03-04,238.27999877929688,239.22999572753903,233.97000122070312
2022-03-07,232.0200042724609,237.8699951171875,237.1199951171875
2022-03-08,227.97000122070312,236.6499938964844,232.5200042724609
2022-03-09,233.1100006103516,236.47000122070312,231.6499938964844
2022-03-10,232.8000030517578,233.47999572753903,230.92999267578125
2022-03-11,234.83999633789065,238.02999877929688,235.30999755859372
2022-03-14,234.92999267578125,237.16000366210935,235.97000122070312
2022-03-15,236.2100067138672,238.3600006103516,236.6300048828125
2022-03-16,239.6300048828125,240.4199981689453,237.82000732421875
2022-03-17,245.13999938964844,245.2400054931641,238.4900054931641
2022-03-18,242.52999877929688,248.4600067138672,247.1699981689453
2022-03-21,241.63999938964844,245.0,241.80999755859372
2022-03-22,239.6699981689453,243.2899932861328,242.22999572753903
2022-03-23,234.0,240.22000122070312,239.07000732421875
2022-03-24,235.4900054931641,235.55999755859372,233.6000061035156
2022-03-25,240.69000244140625,241.3300018310547,237.4199981689453
2022-03-28,245.02999877929688,245.19000244140625,241.75
2022-03-29,250.5500030517578,251.22999572753903,247.63999938964844
2022-03-30,250.8699951171875,250.9199981689453,249.1499938964844
2022-03-31,251.22000122070312,254.07000732421875,251.91000366210935
2022-04-01,256.95001220703125,257.3900146484375,251.22000122070312
2022-04-04,257.8299865722656,259.3699951171875,256.9800109863281
2022-04-05,262.9200134277344,265.3599853515625,257.54998779296875
2022-04-06,268.6199951171875,269.1400146484375,261.19000244140625
2022-04-07,265.7300109863281,267.8500061035156,265.9599914550781
2022-04-08,266.4100036621094,268.489990234375,266.1600036621094
2022-04-11,263.3099975585937,267.739990234375,266.5899963378906
2022-04-12,257.17999267578125,260.1499938964844,258.8800048828125
2022-04-13,257.1600036621094,258.2300109863281,258.07000732421875
2022-04-14,255.5399932861328,258.3500061035156,257.94000244140625
2022-04-18,253.91000366210935,257.3800048828125,254.13999938964844
2022-04-19,258.7699890136719,259.54998779296875,254.8500061035156
2022-04-20,267.5899963378906,267.95001220703125,259.75
2022-04-21,266.75,271.5299987792969,268.8900146484375
2022-04-22,261.8999938964844,267.1300048828125,267.1300048828125
2022-04-25,259.5199890136719,263.0,262.1000061035156
2022-04-26,254.82000732421875,261.2099914550781,258.8299865722656
2022-04-27,252.8500061035156,258.0,256.010009765625
2022-04-28,252.17999267578125,253.8600006103516,252.6199951171875
2022-04-29,241.0200042724609,251.30999755859372,250.30999755859372
2022-05-02,236.9499969482422,245.27999877929688,241.3800048828125
2022-05-03,241.00999450683597,243.0,236.9499969482422
2022-05-04,245.63999938964844,246.0399932861328,240.6300048828125
2022-05-05,241.47999572753903,246.47000122070312,244.97999572753903
2022-05-06,244.07000732421875,245.1199951171875,239.25
2022-05-09,231.08999633789065,242.1300048828125,242.1300048828125
2022-05-10,224.75,234.13999938964844,232.6300048828125
2022-05-11,224.72000122070312,229.3800048828125,226.4499969482422
2022-05-12,225.5,226.57000732421875,224.6699981689453
2022-05-13,232.66000366210935,232.88999938964844,227.17999267578125
2022-05-16,230.22000122070312,234.88999938964844,232.6100006103516
2022-05-17,233.0,233.6300048828125,233.1999969482422
2022-05-18,230.6300048828125,233.3000030517578,232.57000732421875
2022-05-19,233.25,236.19000244140625,230.0
2022-05-20,244.27999877929688,245.1699981689453,235.4499969482422
2022-05-23,249.4199981689453,249.72000122070312,245.58999633789065
2022-05-24,258.5199890136719,259.3099975585937,249.4900054931641
2022-05-25,260.2900085449219,261.19000244140625,256.7900085449219
2022-05-26,254.69000244140625,262.2699890136719,260.7200012207031
2022-05-27,260.9599914550781,262.5599975585937,256.5199890136719
2022-05-31,256.1300048828125,259.0400085449219,257.760009765625
2022-06-01,252.55999755859372,256.1300048828125,256.1300048828125
2022-06-02,262.3599853515625,263.19000244140625,246.05999755859372
2022-06-03,266.7300109863281,269.5,261.82000732421875
2022-06-06,267.3599853515625,271.0899963378906,269.7900085449219
2022-06-07,266.1499938964844,266.989990234375,266.17999267578125
2022-06-08,264.4599914550781,269.0400085449219,265.6400146484375
2022-06-09,260.20001220703125,267.7300109863281,261.1700134277344
2022-06-10,251.00999450683597,257.8399963378906,257.010009765625
2022-06-13,240.02999877929688,247.1499938964844,245.0
2022-06-14,234.4900054931641,240.47999572753903,239.17999267578125
2022-06-15,241.3999938964844,244.5,235.3999938964844
2022-06-16,234.17999267578125,236.9900054931641,234.77999877929688
2022-06-17,236.1699981689453,238.2700042724609,233.6999969482422
2022-06-21,246.8500061035156,248.5399932861328,242.0
2022-06-22,252.00999450683597,258.82000732421875,242.32000732421875
2022-06-23,258.3099975585937,259.79998779296875,253.05999755859372
2022-06-24,261.6499938964844,262.1300048828125,260.760009765625
2022-06-27,259.3299865722656,264.0899963378906,262.2300109863281
2022-06-28,252.92999267578125,260.4800109863281,260.0
2022-06-29,253.16000366210935,253.92999267578125,250.02999877929688
2022-06-30,255.58999633789065,257.7099914550781,251.6100006103516
2022-07-01,258.3999938964844,259.0400085449219,254.52999877929688
2022-07-05,255.94000244140625,256.0599975585937,255.4900054931641
2022-07-06,258.2300109863281,260.5799865722656,257.9599914550781
2022-07-07,257.17999267578125,260.5799865722656,258.5
2022-07-08,255.00999450683597,257.8800048828125,255.32000732421875
2022-07-11,257.989990234375,258.4599914550781,255.0
2022-07-12,255.4900054931641,258.739990234375,256.95001220703125
2022-07-13,255.9199981689453,258.2099914550781,252.41000366210935
2022-07-14,256.510009765625,257.8500061035156,251.75
2022-07-15,257.20001220703125,260.7900085449219,259.8800048828125
2022-07-18,249.25,257.7900085449219,256.9100036621094
2022-07-19,257.1600036621094,257.2699890136719,251.6100006103516
2022-07-20,249.7400054931641,257.92999267578125,256.0
2022-07-21,255.3999938964844,255.9900054931641,250.1699981689453
2022-07-22,259.6000061035156,260.3599853515625,256.54998779296875
2022-07-25,257.3399963378906,259.6600036621094,259.3500061035156
2022-07-26,258.9800109863281,263.07000732421875,258.5599975585937
2022-07-27,258.2799987792969,261.239990234375,259.5199890136719
2022-07-28,268.8999938964844,269.5599975585937,261.4599914550781
2022-07-29,270.8299865722656,273.95001220703125,270.3500061035156
2022-08-01,268.6199951171875,271.760009765625,270.2799987792969
2022-08-02,266.6300048828125,271.17999267578125,269.1000061035156
2022-08-03,268.8299865722656,269.92999267578125,267.8399963378906
2022-08-04,271.2699890136719,271.7200012207031,269.1499938964844
2022-08-05,272.19000244140625,272.42999267578125,268.3699951171875
2022-08-08,273.0,276.8800048828125,274.75
2022-08-09,276.17999267578125,277.32000732421875,273.8299865722656
2022-08-10,277.7900085449219,279.9700012207031,279.9700012207031
2022-08-11,273.95001220703125,278.9200134277344,278.9200134277344
2022-08-12,277.7200012207031,277.8999938964844,275.67999267578125
2022-08-15,281.5199890136719,282.4700012207031,278.3900146484375
2022-08-16,278.45001220703125,280.0799865722656,278.8500061035156
2022-08-17,277.4599914550781,278.9800109863281,276.8500061035156
2022-08-18,275.489990234375,279.20001220703125,277.5199890136719
2022-08-19,274.4100036621094,277.5899963378906,274.989990234375
2022-08-22,269.75,274.1499938964844,272.32000732421875
2022-08-23,265.2300109863281,268.8999938964844,268.32000732421875
2022-08-24,264.4800109863281,266.7099914550781,266.2900085449219
2022-08-25,268.239990234375,268.4599914550781,265.75
2022-08-26,261.19000244140625,268.3099975585937,267.8699951171875
2022-08-29,259.7200012207031,262.6400146484375,259.79998779296875
2022-08-30,253.3999938964844,260.67999267578125,259.8999938964844
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2022-10-27,194.14802499505504,198.67999267578125
2022-10-28,196.06838530756633,204.7100067138672
2022-10-31,198.09049751371901,207.19000244140625
2022-11-01,199.87040794446327,207.8800048828125
2022-11-02,200.83760694390745,205.19000244140625
2022-11-03,200.92713328702513,201.3300018310547
2022-11-04,201.4712905382833,203.9199981689453
2022-11-07,201.57105667177012,202.0200042724609
2022-11-08,201.83450169007753,203.0200042724609
2022-11-09,201.69004561663303,201.0399932861328
2022-11-10,205.1827634856969,220.8999938964844
2022-11-11,208.46953276226765,223.25999450683597
2022-11-14,209.72598223873032,215.3800048828125
2022-11-15,211.51762216460747,219.5800018310547
2022-11-16,212.9053261158578,219.1499938964844
2022-11-17,213.52981161077287,216.33999633789065
2022-11-18,213.9662081680471,215.92999267578125
2022-11-21,215.0468982578766,219.91000366210935
2022-11-22,215.60746309877402,218.1300048828125
2022-11-23,216.08792435354238,218.25
2022-11-25,216.813756622181,220.0800018310547
"
3332,US,technical,"For Alexandria Real Estate Equities between June 23, 2022 and September 28, 2022, how many times did the price break above the 10-day Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",6.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2022-04-26,190.6000061035156,194.4600067138672,190.0
2022-04-27,187.3800048828125,191.3999938964844,190.17999267578125
2022-04-28,190.44000244140625,190.9199981689453,188.4499969482422
2022-04-29,182.16000366210935,189.82000732421875,189.44000244140625
2022-05-02,178.14999389648438,182.9600067138672,182.0399932861328
2022-05-03,180.50999450683597,182.1499938964844,179.17999267578125
2022-05-04,184.30999755859372,184.67999267578125,180.69000244140625
2022-05-05,179.17999267578125,184.67999267578125,183.6100006103516
2022-05-06,176.67999267578125,178.9600067138672,178.82000732421875
2022-05-09,167.27000427246094,175.49000549316406,174.75
2022-05-10,163.16000366210938,171.30999755859375,169.27000427246094
2022-05-11,161.72000122070312,166.60000610351562,163.1300048828125
2022-05-12,161.9600067138672,163.6199951171875,161.38999938964844
2022-05-13,166.4499969482422,166.47999572753906,163.80999755859375
2022-05-16,164.9499969482422,166.92999267578125,166.77999877929688
2022-05-17,165.5399932861328,166.05999755859375,165.9499969482422
2022-05-18,158.0,165.0399932861328,164.97999572753906
2022-05-19,157.82000732421875,160.35000610351562,157.89999389648438
2022-05-20,159.7100067138672,159.88999938964844,158.0
2022-05-23,160.7100067138672,162.77999877929688,161.4199981689453
2022-05-24,160.25,160.94000244140625,160.94000244140625
2022-05-25,160.27999877929688,162.19000244140625,159.99000549316406
2022-05-26,163.3000030517578,164.38999938964844,162.07000732421875
2022-05-27,168.58999633789062,169.1199951171875,164.1300048828125
2022-05-31,165.9499969482422,167.6699981689453,167.14999389648438
2022-06-01,163.80999755859375,166.6300048828125,166.02000427246094
2022-06-02,166.64999389648438,166.77000427246094,163.10000610351562
2022-06-03,163.3699951171875,165.07000732421875,165.0
2022-06-06,162.57000732421875,165.1199951171875,164.66000366210938
2022-06-07,164.32000732421875,164.38999938964844,161.83999633789062
2022-06-08,156.0800018310547,162.8800048828125,162.8800048828125
2022-06-09,150.47000122070312,156.33999633789062,155.3000030517578
2022-06-10,146.2899932861328,148.61000061035156,148.0800018310547
2022-06-13,136.7100067138672,143.5800018310547,142.66000366210938
2022-06-14,135.3699951171875,138.5500030517578,137.27000427246094
2022-06-15,135.72999572753906,138.8000030517578,136.97999572753906
2022-06-16,130.5399932861328,133.1199951171875,132.42999267578125
2022-06-17,131.77999877929688,132.91000366210938,130.0
2022-06-21,131.6199951171875,134.22999572753906,132.88999938964844
2022-06-22,133.38999938964844,134.82000732421875,130.41000366210938
2022-06-23,137.9499969482422,138.2100067138672,133.0399932861328
2022-06-24,143.52999877929688,144.07000732421875,139.13999938964844
2022-06-27,145.66000366210938,146.7899932861328,143.36000061035156
2022-06-28,144.5,148.52999877929688,146.50999450683594
2022-06-29,144.5399932861328,145.41000366210938,142.77000427246094
2022-06-30,145.02999877929688,146.55999755859375,143.07000732421875
2022-07-01,148.1300048828125,148.89999389648438,144.8800048828125
2022-07-05,149.32000732421875,149.35000610351562,146.83999633789062
2022-07-06,150.02000427246094,151.88999938964844,150.16000366210938
2022-07-07,149.61000061035156,152.27000427246094,150.4499969482422
2022-07-08,146.35000610351562,149.07000732421875,149.07000732421875
2022-07-11,143.47000122070312,146.4499969482422,145.11000061035156
2022-07-12,143.2100067138672,144.36000061035156,142.30999755859375
2022-07-13,140.67999267578125,142.27000427246094,141.24000549316406
2022-07-14,137.41000366210938,139.89999389648438,138.47000122070312
2022-07-15,142.80999755859375,142.86000061035156,139.63999938964844
2022-07-18,141.86000061035156,144.64999389648438,143.97000122070312
2022-07-19,146.55999755859375,146.6699981689453,143.35000610351562
2022-07-20,147.8000030517578,149.35000610351562,147.38999938964844
2022-07-21,148.19000244140625,148.8000030517578,147.4499969482422
2022-07-22,150.22000122070312,151.8800048828125,149.75999450683594
2022-07-25,150.2899932861328,151.47000122070312,149.8000030517578
2022-07-26,156.49000549316406,157.2899932861328,151.3699951171875
2022-07-27,158.27000427246094,159.38999938964844,156.67999267578125
2022-07-28,163.1999969482422,163.6300048828125,159.22000122070312
2022-07-29,165.77999877929688,166.25999450683594,162.8300018310547
2022-08-01,164.32000732421875,165.55999755859375,164.19000244140625
2022-08-02,159.6699981689453,164.00999450683594,164.0
2022-08-03,159.3699951171875,162.27999877929688,160.3000030517578
2022-08-04,159.91000366210938,160.11000061035156,159.0
2022-08-05,159.77999877929688,159.97000122070312,158.69000244140625
2022-08-08,162.52000427246094,163.67999267578125,161.47999572753906
2022-08-09,162.0500030517578,163.08999633789062,163.08999633789062
2022-08-10,166.55999755859375,166.75,164.91000366210938
2022-08-11,166.97000122070312,168.1999969482422,167.69000244140625
2022-08-12,170.08999633789062,170.22000122070312,168.39999389648438
2022-08-15,170.0399932861328,170.8800048828125,169.74000549316406
2022-08-16,171.5800018310547,171.83999633789062,168.75
2022-08-17,170.72999572753906,171.41000366210938,169.7100067138672
2022-08-18,165.86000061035156,171.25999450683594,171.25999450683594
2022-08-19,163.14999389648438,165.3699951171875,164.8300018310547
2022-08-22,160.17999267578125,162.39999389648438,161.97999572753906
2022-08-23,157.67999267578125,160.7100067138672,159.99000549316406
2022-08-24,159.35000610351562,160.27000427246094,158.17999267578125
2022-08-25,161.9499969482422,162.4499969482422,160.30999755859375
2022-08-26,158.0,162.49000549316406,162.14999389648438
2022-08-29,155.7100067138672,157.41000366210938,157.16000366210938
2022-08-30,153.97999572753906,157.33999633789062,156.49000549316406
2022-08-31,153.39999389648438,156.2100067138672,155.19000244140625
2022-09-01,151.75,153.13999938964844,152.0
2022-09-02,150.38999938964844,154.27000427246094,153.72000122070312
2022-09-06,152.6699981689453,153.08999633789062,151.19000244140625
2022-09-07,154.33999633789062,154.75,152.9600067138672
2022-09-08,156.94000244140625,157.3000030517578,152.80999755859375
2022-09-09,158.83999633789062,159.36000061035156,156.77999877929688
2022-09-12,160.27999877929688,161.07000732421875,159.5800018310547
2022-09-13,153.72999572753906,158.27000427246094,156.97999572753906
2022-09-14,151.99000549316406,153.74000549316406,152.36000061035156
2022-09-15,150.88999938964844,153.1699981689453,151.7899932861328
2022-09-16,150.66000366210938,150.86000061035156,150.86000061035156
2022-09-19,149.02000427246094,149.47000122070312,149.02000427246094
2022-09-20,144.74000549316406,147.1999969482422,147.05999755859375
2022-09-21,141.24000549316406,146.5399932861328,146.0399932861328
2022-09-22,142.07000732421875,144.7100067138672,140.91000366210938
2022-09-23,143.0500030517578,143.42999267578125,140.41000366210938
2022-09-26,139.4600067138672,142.47999572753906,142.47999572753906
2022-09-27,137.92999267578125,141.10000610351562,140.8000030517578
2022-09-28,141.22000122070312,142.25999450683594,139.24000549316406
","date,10-day,close
2022-05-09,180.0339833083587,167.27000427246094
2022-05-10,176.96598700904065,163.16000366210938
2022-05-11,174.19398959297925,161.72000122070312
2022-05-12,171.96962906950432,161.9600067138672
2022-05-13,170.9660595929112,166.4499969482422
2022-05-16,169.87223002115317,164.9499969482422
2022-05-17,169.08455061478583,165.5399932861328
2022-05-18,167.06917777573383,158.0
2022-05-19,165.3875104209129,157.82000732421875
2022-05-20,164.35523701963183,159.7100067138672
2022-05-23,163.69246787312915,160.7100067138672
2022-05-24,163.06656462346928,160.25
2022-05-25,162.5599162881652,160.27999877929688
2022-05-26,162.69447751790932,163.3000030517578
2022-05-27,163.7663900306332,168.58999633789062
2022-05-31,164.16340947019847,165.9499969482422
2022-06-01,164.0991527589976,163.80999755859375
2022-06-02,164.56294205672245,166.64999389648438
2022-06-03,164.34604261317062,163.3699951171875
2022-06-06,164.02312710608848,162.57000732421875
2022-06-07,164.0771053275667,164.32000732421875
2022-06-08,162.62308651001905,156.0800018310547
2022-06-09,160.41343463923434,150.47000122070312
2022-06-10,157.84553621139767,146.2899932861328
2022-06-13,154.0027126663921,136.7100067138672
2022-06-14,150.61494583926398,135.3699951171875
2022-06-15,147.9085912734958,135.72999572753906
2022-06-16,144.75066436670252,130.5399932861328
2022-06-17,142.39236153262877,131.77999877929688
2022-06-21,140.433749457094,131.6199951171875
2022-06-22,139.15306762664935,133.38999938964844
2022-06-23,138.9343275033026,137.9499969482422
2022-06-24,139.76990409893793,143.52999877929688
2022-06-27,140.84083129224183,145.66000366210938
2022-06-28,141.5061346936524,144.5
2022-06-29,142.05774534683064,144.5399932861328
2022-06-30,142.59815506182449,145.02999877929688
2022-07-01,143.60394593836776,148.1300048828125
2022-07-05,144.6432298267043,149.32000732421875
2022-07-06,145.62082518047822,150.02000427246094
2022-07-07,146.34612980409156,149.61000061035156
2022-07-08,146.34683458580503,146.35000610351562
2022-07-11,145.82377397396831,143.47000122070312
2022-07-12,145.34854356304083,143.2100067138672
2022-07-13,144.49971612899364,140.67999267578125
2022-07-14,143.21067749865102,137.41000366210938
2022-07-15,143.13782660045877,142.80999755859375
2022-07-18,142.90549460225745,141.86000061035156
2022-07-19,143.56994968522767,146.55999755859375
2022-07-20,144.33905029732406,147.8000030517578
2022-07-21,145.0392234144299,148.19000244140625
2022-07-22,145.98118301557048,150.22000122070312
2022-07-25,146.7646030647636,150.2899932861328
2022-07-26,148.5328580517455,156.49000549316406
2022-07-27,150.30324827369375,158.27000427246094
2022-07-28,152.6481116690662,163.1999969482422
2022-07-29,155.03572750728995,165.77999877929688
2022-08-01,156.72377838309518,164.32000732421875
2022-08-02,157.2594547077952,159.6699981689453
2022-08-03,157.6431893276847,159.3699951171875
2022-08-04,158.0553373884892,159.91000366210938
2022-08-05,158.36891218681785,159.77999877929688
2022-08-08,159.12365620238933,162.52000427246094
2022-08-09,159.65571926591088,162.0500030517578
2022-08-10,160.9110425918532,166.55999755859375
2022-08-11,162.01267143346226,166.97000122070312
2022-08-12,163.48127596154012,170.08999633789062
2022-08-15,164.67377002055696,170.0399932861328
2022-08-16,165.92944853155655,171.5800018310547
2022-08-17,166.80227529446245,170.72999572753906
2022-08-18,166.63095262462411,165.86000061035156
2022-08-19,165.9980510376896,163.14999389648438
2022-08-22,164.94022224461534,160.17999267578125
2022-08-23,163.62018050482732,157.67999267578125
2022-08-24,162.84378515913426,159.35000610351562
2022-08-25,162.68127821169932,161.9499969482422
2022-08-26,161.83013671866306,158.0
2022-08-29,160.71738580870016,155.7100067138672
2022-08-30,159.4924057939436,153.97999572753906
2022-08-31,158.38469453986008,153.39999389648438
2022-09-01,157.17838644170368,151.75
2022-09-02,155.9441342504209,150.38999938964844
2022-09-06,155.3488367810617,152.6699981689453
2022-09-07,155.16541124593968,154.33999633789062
2022-09-08,155.48806419056996,156.94000244140625
2022-09-09,156.0975063991737,158.83999633789062
2022-09-12,156.8579595591961,160.27999877929688
2022-09-13,156.28923886253116,153.72999572753906
2022-09-14,155.50756006810076,151.99000549316406
2022-09-15,154.66800358110942,150.88999938964844
2022-09-16,153.9392763231094,150.66000366210938
2022-09-19,153.0448632229915,149.02000427246094
2022-09-20,151.5348890902956,144.74000549316406
2022-09-21,149.6630920726353,141.24000549316406
2022-09-22,148.28253120928682,142.07000732421875
2022-09-23,147.33116245337243,143.0500030517578
2022-09-26,145.90004322800783,139.4600067138672
2022-09-27,144.45094312760298,137.92999267578125
2022-09-28,143.86349914453027,141.22000122070312
"
3333,US,technical,"How many break below events of the 5-day Exponential Moving Average line occurred for Halliburton from January 26, 2020 to October 04, 2020? (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2019-12-26,24.540000915527344,24.989999771118164,24.93000030517578
2019-12-27,24.399999618530277,24.690000534057617,24.549999237060547
2019-12-30,24.559999465942383,24.989999771118164,24.56999969482422
2019-12-31,24.46999931335449,24.51000022888184,24.350000381469727
2020-01-02,24.68000030517578,24.84000015258789,24.690000534057617
2020-01-03,24.76000022888184,25.450000762939453,25.290000915527344
2020-01-06,25.38999938964844,25.46999931335449,25.0
2020-01-07,24.670000076293945,25.350000381469727,25.350000381469727
2020-01-08,24.049999237060547,24.6200008392334,24.46999931335449
2020-01-09,24.190000534057617,24.299999237060547,24.09000015258789
2020-01-10,24.07999992370605,24.229999542236328,24.13999938964844
2020-01-13,23.75,23.96999931335449,23.950000762939453
2020-01-14,23.940000534057617,24.040000915527344,23.59000015258789
2020-01-15,23.56999969482422,23.8799991607666,23.76000022888184
2020-01-16,23.809999465942383,24.01000022888184,23.71999931335449
2020-01-17,23.959999084472656,24.229999542236328,24.0
2020-01-21,23.770000457763672,24.520000457763672,23.780000686645508
2020-01-22,23.93000030517578,24.149999618530277,23.809999465942383
2020-01-23,23.57999992370605,23.700000762939453,23.68000030517578
2020-01-24,23.100000381469727,23.5,23.5
2020-01-27,21.649999618530277,22.520000457763672,22.399999618530277
2020-01-28,22.07999992370605,22.11000061035156,21.799999237060547
2020-01-29,21.6299991607666,22.43000030517578,22.32999992370605
2020-01-30,21.950000762939453,21.96999931335449,21.229999542236328
2020-01-31,21.809999465942383,21.88999938964844,21.479999542236328
2020-02-03,21.5,21.93000030517578,21.809999465942383
2020-02-04,21.670000076293945,22.15999984741211,21.96999931335449
2020-02-05,22.57999992370605,22.8700008392334,22.190000534057617
2020-02-06,22.26000022888184,22.700000762939453,22.68000030517578
2020-02-07,21.799999237060547,22.100000381469727,21.940000534057617
2020-02-10,21.399999618530277,21.600000381469727,21.51000022888184
2020-02-11,21.729999542236328,21.86000061035156,21.770000457763672
2020-02-12,22.350000381469727,22.559999465942383,22.270000457763672
2020-02-13,22.190000534057617,22.399999618530277,22.13999938964844
2020-02-14,22.1200008392334,22.350000381469727,22.239999771118164
2020-02-18,21.86000061035156,21.979999542236328,21.81999969482422
2020-02-19,22.280000686645508,22.350000381469727,21.979999542236328
2020-02-20,21.950000762939453,22.57999992370605,22.520000457763672
2020-02-21,21.26000022888184,21.670000076293945,21.63999938964844
2020-02-24,19.82999992370605,20.280000686645508,20.25
2020-02-25,19.01000022888184,20.01000022888184,19.950000762939453
2020-02-26,18.399999618530277,19.270000457763672,19.229999542236328
2020-02-27,17.389999389648438,18.43000030517578,17.690000534057617
2020-02-28,16.959999084472656,17.149999618530273,16.760000228881836
2020-03-02,17.219999313354492,17.270000457763672,17.25
2020-03-03,15.949999809265137,17.079999923706055,16.739999771118164
2020-03-04,15.390000343322754,16.190000534057617,16.190000534057617
2020-03-05,14.739999771118164,15.039999961853027,15.0
2020-03-06,13.06999969482422,14.479999542236328,14.260000228881836
2020-03-09,8.149999618530273,9.739999771118164,9.739999771118164
2020-03-10,8.65999984741211,9.56999969482422,9.489999771118164
2020-03-11,7.829999923706055,8.329999923706055,8.130000114440918
2020-03-12,6.420000076293945,7.389999866485596,7.150000095367432
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2020-03-16,5.940000057220459,6.829999923706055,5.960000038146973
2020-03-17,6.139999866485596,6.400000095367432,6.130000114440918
2020-03-18,4.610000133514404,5.889999866485596,5.590000152587891
2020-03-19,4.800000190734863,5.340000152587891,4.78000020980835
2020-03-20,5.050000190734863,5.360000133514404,5.130000114440918
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2020-03-25,6.769999980926514,7.519999980926514,7.519999980926514
2020-03-26,7.050000190734863,7.769999980926514,6.880000114440918
2020-03-27,6.389999866485596,6.809999942779541,6.570000171661377
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2020-04-02,7.519999980926514,8.199999809265137,6.809999942779541
2020-04-03,7.610000133514404,8.029999732971191,7.829999923706055
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2020-04-07,8.039999961853027,8.829999923706055,8.550000190734863
2020-04-08,8.75,8.789999961853027,8.300000190734863
2020-04-09,8.210000038146973,9.729999542236328,9.619999885559082
2020-04-13,7.849999904632568,8.550000190734863,8.550000190734863
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2020-04-15,6.949999809265137,7.199999809265137,7.150000095367432
2020-04-16,6.670000076293945,6.980000019073486,6.980000019073486
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2020-04-21,7.460000038146973,7.760000228881836,7.309999942779541
2020-04-22,8.229999542236328,8.300000190734863,7.849999904632568
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2020-04-24,8.859999656677246,9.579999923706056,9.1899995803833
2020-04-27,8.90999984741211,9.100000381469728,8.5
2020-04-28,9.520000457763672,9.600000381469728,9.289999961853027
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2020-04-30,10.5,11.109999656677246,11.100000381469728
2020-05-01,9.760000228881836,10.399999618530272,10.18000030517578
2020-05-04,10.029999732971191,10.039999961853027,9.229999542236328
2020-05-05,9.859999656677246,10.760000228881836,10.619999885559082
2020-05-06,9.5600004196167,10.0,9.779999732971191
2020-05-07,10.010000228881836,10.119999885559082,9.789999961853027
2020-05-08,10.699999809265137,10.710000038146973,10.279999732971191
2020-05-11,10.579999923706056,10.710000038146973,10.479999542236328
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2020-05-13,9.539999961853027,10.380000114440918,10.350000381469728
2020-05-14,9.949999809265137,10.140000343322754,9.25
2020-05-15,9.81999969482422,10.239999771118164,9.869999885559082
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2020-06-09,15.43000030517578,15.619999885559082,15.619999885559082
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2020-06-16,13.403690204992866,13.529999732971191
2020-06-17,13.255793482710903,12.960000038146973
2020-06-18,13.233862181935036,13.1899995803833
2020-06-19,13.169241441907701,13.039999961853027
2020-06-22,13.119494447193025,13.020000457763672
2020-06-23,13.07966296479535,13.0
2020-06-24,12.673108528755982,11.859999656677246
2020-06-25,12.59207245422925,12.43000030517578
2020-06-26,12.371381737878094,11.93000030517578
2020-06-29,12.387587850683378,12.420000076293944
2020-06-30,12.585058414534362,12.979999542236328
2020-07-01,12.54670569869918,12.470000267028809
2020-07-02,12.554470364074195,12.56999969482422
2020-07-06,12.712980153706528,13.029999732971191
2020-07-07,12.611986718275055,12.40999984741211
2020-07-08,12.564657901192975,12.470000267028809
2020-07-09,12.30310517845238,11.779999732971191
2020-07-10,12.222070258840487,12.0600004196167
2020-07-13,12.078046826511335,11.789999961853027
2020-07-14,12.212031065086334,12.479999542236328
2020-07-15,12.474687376724223,13.0
2020-07-16,12.679791635345445,13.09000015258789
2020-07-17,12.813194398132318,13.079999923706056
2020-07-20,13.012129547892249,13.40999984741211
2020-07-21,13.44808626353624,14.31999969482422
2020-07-22,13.692057610749421,14.18000030517578
2020-07-23,14.044705073832947,14.75
2020-07-24,14.266470061937623,14.710000038146973
2020-07-27,14.47764658080184,14.899999618530272
2020-07-28,14.535097593377984,14.649999618530272
2020-07-29,14.713398293860063,15.06999969482422
2020-07-30,14.698932221338024,14.670000076293944
2020-07-31,14.575954788794036,14.329999923706056
2020-08-03,14.56063643685309,14.529999732971191
2020-08-04,14.743757510127809,15.109999656677246
2020-08-05,14.935838238359947,15.31999969482422
2020-08-06,14.897225390514706,14.81999969482422
2020-08-07,14.894817041450722,14.890000343322754
2020-08-10,15.13321124652623,15.609999656677246
2020-08-11,15.468807294233633,16.139999389648438
2020-08-12,15.882537890979975,16.709999084472656
2020-08-13,16.138358466830077,16.649999618530273
2020-08-14,16.302238698142254,16.6299991607666
2020-08-17,16.41815900493826,16.649999618530273
2020-08-18,16.428772924271993,16.450000762939453
2020-08-19,16.449181873220716,16.489999771118164
2020-08-20,16.302787991774423,16.010000228881836
2020-08-21,16.115191918222337,15.739999771118164
2020-08-24,16.173461583990672,16.290000915527344
2020-08-25,16.165640928837206,16.149999618530273
2020-08-26,16.04709409243037,15.8100004196167
2020-08-27,16.038062880874804,16.020000457763672
2020-08-28,16.115375406504427,16.270000457763672
2020-08-31,16.13691703939488,16.18000030517578
2020-09-01,16.16794454034203,16.229999542236328
2020-09-02,16.19529636022802,16.25
2020-09-03,16.170197853229816,16.1200008392334
2020-09-04,16.110131825859266,15.989999771118164
2020-09-08,15.67675469044508,14.8100004196167
2020-09-09,15.471169933502287,15.0600004196167
2020-09-10,15.074113199991922,14.279999732971191
2020-09-11,14.806075619249173,14.270000457763672
2020-09-14,14.647383720734801,14.329999923706056
2020-09-15,14.578255673950968,14.4399995803833
2020-09-16,14.742170347575385,15.06999969482422
2020-09-17,14.768113463324998,14.81999969482422
2020-09-18,14.662075578638378,14.449999809265137
2020-09-21,14.181383808101856,13.220000267028809
2020-09-22,13.897589179969923,13.329999923706056
2020-09-23,13.481725992823373,12.649999618530272
2020-09-24,13.16115081447014,12.520000457763672
2020-09-25,12.897433838166457,12.369999885559082
2020-09-28,12.851622635071585,12.760000228881836
2020-09-29,12.591081654989132,12.06999969482422
2020-09-30,12.410721166904377,12.050000190734863
2020-10-01,11.997147470034232,11.170000076293944
2020-10-02,11.768098453228388,11.3100004196167
"
3334,US,technical,"During July 27, 2024 to June 26, 2025, count the number of times Insulet Corporation's close price break below the 20-day Exponential Moving Average line. (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",27.0,medium,moving average,"EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)","date,close,high,open
2024-04-03,164.86000061035156,166.0,163.25
2024-04-04,163.25,167.27000427246094,165.72999572753906
2024-04-05,165.0,165.97000122070312,163.0500030517578
2024-04-08,170.0399932861328,170.17999267578125,166.3000030517578
2024-04-09,178.00999450683594,179.47999572753906,171.1999969482422
2024-04-10,177.41000366210938,177.63999938964844,174.0800018310547
2024-04-11,179.64999389648438,180.00999450683594,179.10000610351562
2024-04-12,175.22000122070312,178.49000549316406,177.6300048828125
2024-04-15,173.94000244140625,178.4199981689453,176.4199981689453
2024-04-16,172.7100067138672,174.82000732421875,172.8699951171875
2024-04-17,166.25999450683594,173.74000549316406,172.7100067138672
2024-04-18,164.72999572753906,169.24000549316406,166.44000244140625
2024-04-19,166.25,167.10000610351562,165.2899932861328
2024-04-22,164.4199981689453,166.75,165.72999572753906
2024-04-23,167.27000427246094,168.82000732421875,164.61000061035156
2024-04-24,167.25,169.33999633789062,168.17999267578125
2024-04-25,164.1699981689453,167.25,166.63999938964844
2024-04-26,166.19000244140625,168.42999267578125,163.32000732421875
2024-04-29,170.25999450683594,170.27000427246094,167.60000610351562
2024-04-30,171.94000244140625,174.02000427246094,168.64999389648438
2024-05-01,170.27000427246094,174.85000610351562,171.58999633789062
2024-05-02,173.4199981689453,173.60000610351562,173.02000427246094
2024-05-03,174.42999267578125,180.25,176.83999633789062
2024-05-06,176.39999389648438,177.86000061035156,175.50999450683594
2024-05-07,184.27999877929688,185.0200042724609,181.1000061035156
2024-05-08,175.57000732421875,182.9900054931641,179.0
2024-05-09,177.52999877929688,179.0399932861328,177.0
2024-05-10,165.89999389648438,193.3000030517578,181.8699951171875
2024-05-13,161.02000427246094,170.49000549316406,166.0
2024-05-14,172.27000427246094,174.30999755859375,161.80999755859375
2024-05-15,180.55999755859372,181.3000030517578,174.25
2024-05-16,185.3800048828125,185.9600067138672,180.55999755859372
2024-05-17,187.2700042724609,187.6699981689453,185.3800048828125
2024-05-20,184.13999938964844,188.97000122070312,187.2700042724609
2024-05-21,182.7899932861328,184.5,183.97999572753903
2024-05-22,181.0800018310547,184.1000061035156,182.5800018310547
2024-05-23,170.7899932861328,180.72000122070312,180.55999755859372
2024-05-24,180.07000732421875,180.22000122070312,171.41000366210938
2024-05-28,177.82000732421875,181.67999267578125,180.3300018310547
2024-05-29,172.25,177.57000732421875,175.61000061035156
2024-05-30,175.9499969482422,179.97999572753906,173.74000549316406
2024-05-31,177.19000244140625,180.6499938964844,176.85000610351562
2024-06-03,181.4199981689453,185.3000030517578,177.39999389648438
2024-06-04,181.80999755859372,184.3999938964844,181.3800048828125
2024-06-05,187.67999267578125,189.41000366210935,181.80999755859372
2024-06-06,192.4199981689453,194.5399932861328,186.6199951171875
2024-06-07,191.4199981689453,194.3800048828125,190.0
2024-06-10,192.0399932861328,192.3600006103516,189.32000732421875
2024-06-11,192.16000366210935,194.2100067138672,192.1999969482422
2024-06-12,200.6699981689453,203.69000244140625,195.0
2024-06-13,201.83999633789065,204.7400054931641,200.6999969482422
2024-06-14,200.4499969482422,202.0399932861328,201.02999877929688
2024-06-17,198.3999938964844,200.8500061035156,198.6300048828125
2024-06-18,196.3999938964844,199.0200042724609,197.58999633789065
2024-06-20,199.30999755859372,199.55999755859372,195.8999938964844
2024-06-21,204.1000061035156,204.3999938964844,200.0
2024-06-24,203.94000244140625,206.5,204.25
2024-06-25,205.75,207.72000122070312,204.05999755859372
2024-06-26,206.80999755859372,207.7700042724609,204.19000244140625
2024-06-27,206.97999572753903,208.2100067138672,207.0200042724609
2024-06-28,201.8000030517578,207.4600067138672,206.3600006103516
2024-07-01,196.16000366210935,208.8999938964844,201.8000030517578
2024-07-02,197.19000244140625,202.1999969482422,199.3300018310547
2024-07-03,196.72000122070312,199.33999633789065,198.8999938964844
2024-07-05,196.8999938964844,198.02999877929688,196.1499938964844
2024-07-08,198.6699981689453,201.0,196.2100067138672
2024-07-09,195.1699981689453,198.67999267578125,198.3600006103516
2024-07-10,197.6699981689453,197.97000122070312,195.9600067138672
2024-07-11,203.6199951171875,205.3999938964844,199.6999969482422
2024-07-12,201.97999572753903,209.3500061035156,204.0
2024-07-15,198.8699951171875,204.1300048828125,201.2700042724609
2024-07-16,201.38999938964844,205.66000366210935,200.6199951171875
2024-07-17,197.6499938964844,205.25999450683597,199.3300018310547
2024-07-18,194.9600067138672,202.5399932861328,197.6499938964844
2024-07-19,195.02999877929688,198.58999633789065,197.00999450683597
2024-07-22,194.22999572753903,197.25,196.3999938964844
2024-07-23,196.75999450683597,199.47999572753903,195.1100006103516
2024-07-24,194.3800048828125,198.44000244140625,196.5399932861328
2024-07-25,190.8800048828125,197.5500030517578,192.6199951171875
2024-07-26,193.3000030517578,198.22999572753903,196.5800018310547
2024-07-29,191.8300018310547,194.75,193.7400054931641
2024-07-30,193.7899932861328,195.5399932861328,192.7100067138672
2024-07-31,194.3500061035156,197.1199951171875,195.3699951171875
2024-08-01,197.25,198.1000061035156,194.82000732421875
2024-08-02,196.4499969482422,197.0200042724609,196.8699951171875
2024-08-05,190.5800018310547,194.05999755859372,188.8000030517578
2024-08-06,196.3500061035156,197.8000030517578,190.58999633789065
2024-08-07,190.38999938964844,196.0,190.0
2024-08-08,199.7899932861328,200.2700042724609,190.0
2024-08-09,182.19000244140625,187.8000030517578,174.2100067138672
2024-08-12,188.0500030517578,191.66000366210935,183.2400054931641
2024-08-13,194.58999633789065,195.25,189.0
2024-08-14,191.5399932861328,196.47999572753903,193.2400054931641
2024-08-15,195.02999877929688,196.8999938964844,194.4600067138672
2024-08-16,193.50999450683597,196.94000244140625,195.1199951171875
2024-08-19,195.9199981689453,198.1100006103516,194.57000732421875
2024-08-20,182.47000122070312,193.4499969482422,192.72999572753903
2024-08-21,185.8000030517578,186.5800018310547,183.8500061035156
2024-08-22,185.66000366210935,186.75999450683597,186.75999450683597
2024-08-23,185.0399932861328,188.25,187.1300048828125
2024-08-26,180.69000244140625,185.16000366210935,185.0399932861328
2024-08-27,192.5800018310547,196.5200042724609,186.1499938964844
2024-08-28,204.4199981689453,205.4600067138672,191.7700042724609
2024-08-29,205.1499938964844,207.3000030517578,205.9199981689453
2024-08-30,202.7700042724609,209.22000122070312,207.9900054931641
2024-09-03,206.69000244140625,206.77999877929688,202.0
2024-09-04,212.50999450683597,219.5200042724609,206.6300048828125
2024-09-05,216.1100006103516,221.6100006103516,213.5500030517578
2024-09-06,214.75,217.72000122070312,216.1000061035156
2024-09-09,219.1300048828125,222.0,218.1199951171875
2024-09-10,226.5,227.25999450683597,217.82000732421875
2024-09-11,227.72999572753903,229.7700042724609,224.97999572753903
2024-09-12,230.4499969482422,232.55999755859372,227.75
2024-09-13,233.8699951171875,234.7100067138672,230.4499969482422
2024-09-16,233.88999938964844,236.6199951171875,234.05999755859372
2024-09-17,235.5399932861328,243.97999572753903,235.0
2024-09-18,236.1100006103516,237.17999267578125,235.5399932861328
2024-09-19,237.67999267578125,239.44000244140625,239.42999267578125
2024-09-20,236.5800018310547,237.94000244140625,235.2899932861328
2024-09-23,238.97000122070312,239.08999633789065,237.3999938964844
2024-09-24,239.00999450683597,242.69000244140625,239.8300018310547
2024-09-25,238.8000030517578,240.8600006103516,239.97999572753903
2024-09-26,235.42999267578125,239.6499938964844,239.1999969482422
2024-09-27,232.02999877929688,238.3999938964844,236.9600067138672
2024-09-30,232.75,233.44000244140625,232.67999267578125
2024-10-01,234.55999755859372,235.33999633789065,233.7700042724609
2024-10-02,232.6300048828125,235.22999572753903,234.19000244140625
2024-10-03,229.9900054931641,233.94000244140625,231.72000122070312
2024-10-04,229.94000244140625,232.2100067138672,231.2899932861328
2024-10-07,227.7899932861328,228.8999938964844,228.77999877929688
2024-10-08,229.3300018310547,231.80999755859372,229.0800018310547
2024-10-09,231.83999633789065,231.9600067138672,229.32000732421875
2024-10-10,231.1999969482422,232.47000122070312,229.83999633789065
2024-10-11,233.1000061035156,236.42999267578125,232.25999450683597
2024-10-14,232.50999450683597,234.17999267578125,233.72999572753903
2024-10-15,230.07000732421875,234.02999877929688,231.7100067138672
2024-10-16,230.6000061035156,232.8000030517578,230.9499969482422
2024-10-17,229.1300048828125,231.6999969482422,230.63999938964844
2024-10-18,236.58999633789065,236.8699951171875,229.7700042724609
2024-10-21,236.47999572753903,239.08999633789065,236.58999633789065
2024-10-22,236.6000061035156,237.2400054931641,236.47999572753903
2024-10-23,234.83999633789065,238.72000122070312,235.58999633789065
2024-10-24,237.6300048828125,238.5200042724609,235.41000366210935
2024-10-25,233.6300048828125,238.6999969482422,237.08999633789065
2024-10-28,233.3699951171875,236.8600006103516,235.91000366210935
2024-10-29,232.3699951171875,234.0399932861328,231.50999450683597
2024-10-30,230.5800018310547,232.3999938964844,230.8600006103516
2024-10-31,231.52999877929688,231.97000122070312,229.6100006103516
2024-11-01,235.6100006103516,236.7400054931641,230.07000732421875
2024-11-04,237.44000244140625,240.77999877929688,236.0200042724609
2024-11-05,241.32000732421875,242.1100006103516,236.88999938964844
2024-11-06,239.3000030517578,248.5500030517578,248.5500030517578
2024-11-07,244.97999572753903,245.1699981689453,237.3500061035156
2024-11-08,268.0,275.5199890136719,256.8999938964844
2024-11-11,275.70001220703125,279.3999938964844,268.1600036621094
2024-11-12,275.1000061035156,276.0599975585937,275.69000244140625
2024-11-13,269.0599975585937,276.57000732421875,275.4700012207031
2024-11-14,261.1600036621094,267.5799865722656,266.4599914550781
2024-11-15,260.1199951171875,264.7099914550781,261.0
2024-11-18,260.67999267578125,263.92999267578125,260.1000061035156
2024-11-19,261.989990234375,265.2699890136719,259.3900146484375
2024-11-20,266.5799865722656,267.04998779296875,262.239990234375
2024-11-21,262.0,267.42999267578125,267.42999267578125
2024-11-22,262.92999267578125,264.57000732421875,262.8299865722656
2024-11-25,266.5799865722656,267.3299865722656,264.82000732421875
2024-11-26,266.4200134277344,269.1400146484375,265.9100036621094
2024-11-27,266.9200134277344,272.5599975585937,267.57000732421875
2024-11-29,266.7799987792969,267.8999938964844,266.3599853515625
2024-12-02,266.489990234375,270.19000244140625,267.5799865722656
2024-12-03,269.6600036621094,270.5599975585937,265.1300048828125
2024-12-04,269.2099914550781,270.8099975585937,270.010009765625
2024-12-05,267.5799865722656,275.3399963378906,269.0
2024-12-06,265.4599914550781,270.2900085449219,267.3900146484375
2024-12-09,265.1199951171875,267.1000061035156,266.0899963378906
2024-12-10,274.7900085449219,278.7099914550781,266.8800048828125
2024-12-11,273.4700012207031,279.3900146484375,277.4100036621094
2024-12-12,271.7300109863281,279.7699890136719,276.4200134277344
2024-12-13,269.3399963378906,272.7699890136719,271.75
2024-12-16,265.5,271.17999267578125,267.6000061035156
2024-12-17,263.3500061035156,265.6700134277344,262.989990234375
2024-12-18,256.44000244140625,262.6700134277344,261.8800048828125
2024-12-19,256.5599975585937,259.0400085449219,256.5
2024-12-20,266.57000732421875,270.70001220703125,256.5599975585937
2024-12-23,263.3299865722656,266.44000244140625,264.82000732421875
2024-12-24,263.2300109863281,264.1700134277344,263.9100036621094
2024-12-26,265.67999267578125,266.4200134277344,261.260009765625
2024-12-27,265.1199951171875,266.5899963378906,262.6099853515625
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2024-12-20,264.1022379826133,266.57000732421875
2024-12-23,264.0286902292469,263.3299865722656
2024-12-24,263.9526255394451,263.2300109863281
2024-12-26,264.1171366952866,265.67999267578125
2024-12-27,264.2126470211819,265.1199951171875
2024-12-30,264.1314411478848,263.3599853515625
2024-12-31,263.8398760218214,261.07000732421875
2025-01-02,263.1741741248399,256.8500061035156
2025-01-03,263.4718706646617,266.29998779296875
2025-01-06,263.94216904537103,268.4100036621094
2025-01-07,264.10481903119137,265.6499938964844
2025-01-08,264.700549156941,270.3599853515625
2025-01-10,265.3795431964957,271.8299865722656
2025-01-13,265.62815720010326,267.989990234375
2025-01-14,265.7626192329431,267.0400085449219
2025-01-15,265.6309416757878,264.3800048828125
2025-01-16,266.3194220258616,272.8599853515625
2025-01-17,267.2232863623123,275.8099975585937
2025-01-21,268.0667816204031,276.0799865722656
2025-01-22,269.09756571831116,278.8900146484375
2025-01-23,269.86922728866546,277.20001220703125
2025-01-24,270.86739669960355,280.3500061035156
2025-01-27,271.3466916707351,275.8999938964844
2025-01-28,271.7870068659701,275.9700012207031
2025-01-29,272.2939571979313,277.1099853515625
2025-01-30,273.03072306282326,280.0299987792969
2025-01-31,273.5401784742508,278.3800048828125
2025-02-03,274.0506370858921,278.8999938964844
2025-02-04,274.47248221926696,278.4800109863281
2025-02-05,275.4465326942921,284.70001220703125
2025-02-06,276.6106737165247,287.6700134277344
2025-02-07,277.2267987504048,283.0799865722656
2025-02-10,277.99948423492725,285.3399963378906
2025-02-11,278.59572476166034,284.260009765625
2025-02-12,278.6866069551183,279.54998779296875
2025-02-13,279.0135963038868,282.1199951171875
2025-02-14,279.1608726138589,280.5599975585937
2025-02-18,279.308407741594,280.7099914550781
2025-02-19,279.72474916389757,283.67999267578125
2025-02-20,280.5404881525666,288.2900085449219
2025-02-21,280.7556785945097,282.79998779296875
2025-02-24,281.0151388223019,283.4800109863281
2025-02-25,279.6498868083475,266.67999267578125
2025-02-26,278.7918037454989,270.6400146484375
2025-02-27,277.67734589715525,267.0899963378906
2025-02-28,277.16235952729966,272.2699890136719
2025-03-03,276.73166001502705,272.6400146484375
2025-03-04,276.0619792714084,269.70001220703125
2025-03-05,275.56179053685463,270.8099975585937
2025-03-06,274.0482879550337,259.6700134277344
2025-03-07,271.9303555363251,251.80999755859372
2025-03-10,268.60936906225544,237.05999755859372
2025-03-11,266.3941916376135,245.3500061035156
2025-03-12,264.6785548038229,248.3800048828125
2025-03-13,262.7729779814536,244.6699981689453
2025-03-14,262.07459935859197,255.44000244140625
2025-03-17,262.0322570275653,261.6300048828125
2025-03-18,261.88347076024513,260.4700012207031
2025-03-19,262.2583790044331,265.82000732421875
2025-03-20,262.5566300181478,265.3900146484375
2025-03-21,263.10552309491646,268.32000732421875
2025-03-24,264.1469026615836,274.0400085449219
2025-03-25,264.9624349276307,272.7099914550781
2025-03-26,264.9545844471718,264.8800048828125
2025-03-27,264.50843250112416,260.2699890136719
2025-03-28,263.96001035816,258.75
2025-03-31,263.83143654800784,262.6099853515625
2025-04-01,263.76939427446246,263.17999267578125
2025-04-02,264.27992861811487,269.1300048828125
2025-04-03,263.56755330143426,256.79998779296875
2025-04-04,261.8239762733773,245.25999450683597
2025-04-07,261.2912176746107,256.2300109863281
2025-04-08,259.9339582090414,247.0399932861328
2025-04-09,260.3897718291997,264.7200012207031
2025-04-10,259.5402698664857,251.47000122070312
2025-04-11,259.0116732595027,253.9900054931641
2025-04-14,258.6743711605694,255.47000122070312
2025-04-15,258.4606208286848,256.42999267578125
2025-04-16,257.72437081905184,250.72999572753903
2025-04-17,256.6839548412143,246.8000030517578
2025-04-21,254.95881698245282,238.57000732421875
2025-04-22,253.9170252957869,244.0200042724609
2025-04-23,253.20969007648952,246.4900054931641
2025-04-24,253.79733910566313,259.3800048828125
2025-04-25,254.45568694846457,260.7099914550781
2025-04-28,254.93800143086526,259.5199890136719
2025-04-29,254.58866836816009,251.2700042724609
2025-04-30,254.36974693177655,252.2899932861328
2025-05-01,253.97739008113118,250.25
2025-05-02,254.26621100346392,257.010009765625
2025-05-05,254.69704886455517,258.7900085449219
2025-05-06,255.09447231718684,258.8699951171875
2025-05-07,255.972141387797,264.3099975585937
2025-05-08,256.07003268419726,257.0
2025-05-09,261.2700308502484,310.6700134277344
2025-05-12,266.54621966715183,316.6700134277344
2025-05-13,271.1094360279067,314.4599914550781
2025-05-14,275.89996627878315,321.4100036621094
2025-05-15,280.2923493963916,322.0199890136719
2025-05-16,284.52641135864,324.75
2025-05-19,288.461038499521,325.8399963378906
2025-05-20,292.17617780630025,327.4700012207031
2025-05-21,295.25463706284313,324.5
2025-05-22,297.7065763901914,321.0
2025-05-23,299.95928200556006,321.3599853515625
2025-05-27,302.5003041620246,326.6400146484375
2025-05-28,304.5050359364002,323.54998779296875
2025-05-29,306.347414047554,323.8500061035156
2025-05-30,308.1267078315296,325.0299987792969
2025-06-02,309.7336880380506,325.0
2025-06-03,311.02000253293863,323.239990234375
2025-06-04,311.8000014779043,319.2099914550781
2025-06-05,312.3104778764,317.1600036621094
2025-06-06,312.2590027466164,311.7699890136719
2025-06-09,311.63052664333,305.6600036621094
2025-06-10,310.4019061045679,298.7300109863281
2025-06-11,309.62458078359714,302.239990234375
2025-06-12,309.05271548203433,303.6199951171875
2025-06-13,308.6315049487751,304.6300048828125
2025-06-16,308.4370755572623,306.5899963378906
2025-06-17,308.05164118499323,304.3900146484375
2025-06-18,307.4552952192721,301.7900085449219
2025-06-20,307.0452665218637,303.1499938964844
2025-06-23,307.1047662271847,307.6700134277344
2025-06-24,307.4662164814037,310.8999938964844
2025-06-25,307.3484826247298,306.2300109863281
2025-06-26,307.5848163340189,309.8299865722656
"
3335,US,technical,"How many times did the price break above the 30-day Double Exponential Moving Average line for Devon Energy from March 31, 2022 to September 09, 2022? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",16.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2021-08-26,29.09000015258789,29.59000015258789,29.0
2021-08-27,30.36000061035156,30.40999984741211,29.459999084472656
2021-08-30,29.780000686645508,30.549999237060547,30.38999938964844
2021-08-31,29.549999237060547,30.31999969482422,29.65999984741211
2021-09-01,28.239999771118164,29.59000015258789,29.399999618530277
2021-09-02,29.31999969482422,29.96999931335449,28.600000381469727
2021-09-03,29.170000076293945,29.799999237060547,29.209999084472656
2021-09-07,29.059999465942383,29.32999992370605,28.899999618530277
2021-09-08,28.229999542236328,29.6200008392334,29.25
2021-09-09,28.450000762939453,29.07999992370605,28.01000022888184
2021-09-10,28.06999969482422,29.030000686645508,28.700000762939453
2021-09-13,28.920000076293945,29.479999542236328,28.690000534057617
2021-09-14,28.270000457763672,29.290000915527344,29.1299991607666
2021-09-15,30.32999992370605,30.43000030517578,28.90999984741211
2021-09-16,30.309999465942383,30.57999992370605,30.200000762939453
2021-09-17,29.790000915527344,30.690000534057617,30.209999084472656
2021-09-20,28.18000030517578,28.82999992370605,28.43000030517578
2021-09-21,28.489999771118164,28.90999984741211,28.81999969482422
2021-09-22,30.440000534057617,30.84000015258789,29.229999542236328
2021-09-23,32.79999923706055,32.91999816894531,30.57999992370605
2021-09-24,33.09000015258789,33.34000015258789,32.400001525878906
2021-09-27,35.0,35.09000015258789,34.0
2021-09-28,35.130001068115234,35.970001220703125,35.529998779296875
2021-09-29,35.75,36.040000915527344,34.9900016784668
2021-09-30,35.5099983215332,35.90999984741211,35.5
2021-10-01,36.810001373291016,37.16999816894531,35.86000061035156
2021-10-04,38.7599983215332,39.400001525878906,37.5
2021-10-05,40.08000183105469,40.2400016784668,39.31999969482422
2021-10-06,38.68000030517578,39.77999877929688,39.02000045776367
2021-10-07,38.400001525878906,38.97999954223633,38.810001373291016
2021-10-08,39.86000061035156,39.970001220703125,39.0
2021-10-11,39.45000076293945,40.86000061035156,40.65999984741211
2021-10-12,39.25,40.22999954223633,39.459999084472656
2021-10-13,38.9900016784668,39.369998931884766,38.58000183105469
2021-10-14,39.77999877929688,39.93999862670898,39.77000045776367
2021-10-15,40.09999847412109,40.97999954223633,40.25
2021-10-18,40.52000045776367,41.97999954223633,40.66999816894531
2021-10-19,40.29999923706055,41.810001373291016,40.63999938964844
2021-10-20,40.90999984741211,41.02999877929688,39.83000183105469
2021-10-21,39.70000076293945,40.790000915527344,40.59999847412109
2021-10-22,40.43999862670898,40.459999084472656,39.95000076293945
2021-10-25,40.65999984741211,41.29999923706055,41.0
2021-10-26,41.5099983215332,41.7400016784668,40.91999816894531
2021-10-27,39.61000061035156,41.060001373291016,40.70000076293945
2021-10-28,40.5,40.540000915527344,39.52000045776367
2021-10-29,40.08000183105469,40.38999938964844,40.290000915527344
2021-11-01,41.9900016784668,42.400001525878906,41.02999877929688
2021-11-02,41.97999954223633,42.52999877929688,41.7599983215332
2021-11-03,41.970001220703125,44.02999877929688,42.59000015258789
2021-11-04,42.36000061035156,43.7599983215332,42.959999084472656
2021-11-05,43.58000183105469,43.66999816894531,43.09000015258789
2021-11-08,44.119998931884766,44.790000915527344,44.150001525878906
2021-11-09,43.9900016784668,44.400001525878906,44.119998931884766
2021-11-10,42.33000183105469,43.880001068115234,43.45000076293945
2021-11-11,42.720001220703125,43.31999969482422,42.59000015258789
2021-11-12,42.58000183105469,42.869998931884766,42.33000183105469
2021-11-15,43.18000030517578,43.7599983215332,42.54999923706055
2021-11-16,43.43000030517578,43.869998931884766,43.20000076293945
2021-11-17,42.290000915527344,43.9900016784668,42.97999954223633
2021-11-18,43.31999969482422,43.95000076293945,42.43999862670898
2021-11-19,40.59999847412109,42.18000030517578,41.86000061035156
2021-11-22,41.13999938964844,42.04999923706055,40.4900016784668
2021-11-23,43.43999862670898,43.68999862670898,42.220001220703125
2021-11-24,45.09000015258789,45.560001373291016,43.15999984741211
2021-11-26,42.70000076293945,42.86000061035156,42.0099983215332
2021-11-29,43.91999816894531,45.040000915527344,44.02999877929688
2021-11-30,42.060001373291016,43.86000061035156,42.790000915527344
2021-12-01,40.84000015258789,43.93999862670898,43.93999862670898
2021-12-02,41.59000015258789,41.86000061035156,40.27999877929688
2021-12-03,41.77000045776367,43.22999954223633,42.369998931884766
2021-12-06,42.36000061035156,43.18000030517578,42.34999847412109
2021-12-07,45.119998931884766,45.38999938964844,43.119998931884766
2021-12-08,44.90999984741211,45.54999923706055,45.33000183105469
2021-12-09,42.31999969482422,43.560001373291016,43.47999954223633
2021-12-10,43.41999816894531,43.52000045776367,42.97999954223633
2021-12-13,41.060001373291016,43.0,42.56999969482422
2021-12-14,40.34000015258789,41.08000183105469,40.400001525878906
2021-12-15,39.97999954223633,40.34000015258789,40.33000183105469
2021-12-16,40.36000061035156,41.54999923706055,40.34999847412109
2021-12-17,39.20000076293945,40.09999847412109,39.880001068115234
2021-12-20,38.2599983215332,38.380001068115234,36.380001068115234
2021-12-21,41.310001373291016,41.560001373291016,38.959999084472656
2021-12-22,42.290000915527344,42.900001525878906,41.310001373291016
2021-12-23,42.04999923706055,42.77999877929688,42.52000045776367
2021-12-27,44.61000061035156,44.75,41.93000030517578
2021-12-28,44.5,45.34999847412109,44.900001525878906
2021-12-29,44.20000076293945,45.09000015258789,44.2599983215332
2021-12-30,43.66999816894531,44.79999923706055,44.34000015258789
2021-12-31,44.04999923706055,44.310001373291016,43.5
2022-01-03,45.56999969482422,45.77000045776367,44.13999938964844
2022-01-04,47.65999984741211,47.970001220703125,46.27000045776367
2022-01-05,46.61000061035156,48.68000030517578,48.150001525878906
2022-01-06,48.369998931884766,48.9900016784668,48.43999862670898
2022-01-07,48.88999938964844,49.75,48.43999862670898
2022-01-10,48.5,48.7599983215332,48.27000045776367
2022-01-11,49.79999923706055,50.11000061035156,49.18000030517578
2022-01-12,49.900001525878906,51.15999984741211,50.63999938964844
2022-01-13,49.63999938964844,50.84000015258789,50.0
2022-01-14,50.38999938964844,51.45000076293945,49.75
2022-01-18,50.36000061035156,51.9900016784668,51.08000183105469
2022-01-19,48.93000030517578,51.0,50.77000045776367
2022-01-20,48.630001068115234,50.95000076293945,48.209999084472656
2022-01-21,46.119998931884766,47.310001373291016,47.150001525878906
2022-01-24,48.33000183105469,48.54999923706055,44.45000076293945
2022-01-25,51.2599983215332,51.84000015258789,48.02000045776367
2022-01-26,51.790000915527344,53.220001220703125,52.0
2022-01-27,51.7400016784668,54.2599983215332,53.150001525878906
2022-01-28,51.54999923706055,52.7400016784668,52.540000915527344
2022-01-31,50.56999969482422,51.5099983215332,51.43000030517578
2022-02-01,52.560001373291016,53.25,50.27999877929688
2022-02-02,53.2400016784668,53.43000030517578,52.119998931884766
2022-02-03,53.0099983215332,53.4900016784668,52.91999816894531
2022-02-04,52.869998931884766,55.43999862670898,53.84999847412109
2022-02-07,52.59000015258789,53.810001373291016,52.7400016784668
2022-02-08,51.18999862670898,52.59000015258789,52.400001525878906
2022-02-09,52.119998931884766,52.84999847412109,51.5099983215332
2022-02-10,52.220001220703125,53.95000076293945,51.72999954223633
2022-02-11,54.11000061035156,54.150001525878906,52.63999938964844
2022-02-14,52.2599983215332,53.86000061035156,53.83000183105469
2022-02-15,51.41999816894531,51.790000915527344,50.88999938964844
2022-02-16,53.84999847412109,55.70000076293945,52.220001220703125
2022-02-17,55.25,56.41999816894531,54.310001373291016
2022-02-18,54.77999877929688,55.209999084472656,54.25
2022-02-22,52.66999816894531,58.02999877929688,58.02999877929688
2022-02-23,53.54999923706055,54.77999877929688,53.36000061035156
2022-02-24,52.75,54.09999847412109,53.70000076293945
2022-02-25,55.20000076293945,55.220001220703125,53.34000015258789
2022-02-28,59.54999923706055,59.65999984741211,55.25
2022-03-01,59.25,60.7400016784668,60.0
2022-03-02,58.650001525878906,60.41999816894531,60.060001373291016
2022-03-03,58.84999847412109,59.33000183105469,57.95000076293945
2022-03-04,59.56999969482422,59.93999862670898,59.060001373291016
2022-03-07,59.88999938964844,62.790000915527344,60.5
2022-03-08,59.47999954223633,63.09999847412109,61.29999923706055
2022-03-09,58.93999862670898,59.63999938964844,57.79999923706055
2022-03-10,60.56999969482422,60.880001068115234,59.63999938964844
2022-03-11,58.63999938964844,59.810001373291016,58.27999877929688
2022-03-14,52.68999862670898,56.93000030517578,56.5099983215332
2022-03-15,53.0099983215332,53.880001068115234,50.47999954223633
2022-03-16,52.459999084472656,54.47999954223633,53.060001373291016
2022-03-17,57.52000045776367,57.900001525878906,54.2599983215332
2022-03-18,58.27000045776367,58.630001068115234,57.59999847412109
2022-03-21,61.43999862670898,62.220001220703125,59.97999954223633
2022-03-22,60.630001068115234,61.7400016784668,61.0
2022-03-23,61.66999816894531,63.2599983215332,62.43000030517578
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2022-07-13,54.741792725496396,52.59000015258789
2022-07-14,54.03220568700665,51.41999816894531
2022-07-15,53.561434178599924,52.709999084472656
2022-07-18,53.384405461370896,54.619998931884766
2022-07-19,53.55803838645205,57.209999084472656
2022-07-20,53.783879467898146,57.68000030517578
2022-07-21,53.812929299091614,56.20000076293945
2022-07-22,53.722168568125376,55.18999862670898
2022-07-25,53.99598943885484,57.970001220703125
2022-07-26,54.10106649557751,56.7599983215332
2022-07-27,54.55622357481806,59.58000183105469
2022-07-28,55.07410273066182,60.369998931884766
2022-07-29,55.859034988661676,62.84999847412109
2022-08-01,56.4152181618189,61.56999969482422
2022-08-02,56.806029129094824,60.630001068115234
2022-08-03,56.67321734409382,56.70000076293945
2022-08-04,56.28113881376379,54.4900016784668
2022-08-05,56.2002828191131,56.650001525878906
2022-08-08,56.24003188794974,57.52000045776367
2022-08-09,56.46994749263497,59.040000915527344
2022-08-10,56.80796938214157,60.04999923706055
2022-08-11,57.667953263706785,64.45999908447266
2022-08-12,58.58493047885104,65.55000305175781
2022-08-15,59.169152877806205,63.56999969482422
2022-08-16,59.6999902150976,63.58000183105469
2022-08-17,60.250618679361,64.13999938964844
2022-08-18,61.22068726916568,67.91999816894531
2022-08-19,62.17118196604297,68.51000213623047
2022-08-22,63.01813393761459,68.41999816894531
2022-08-23,64.0889913311149,70.87999725341797
2022-08-24,65.25044300125211,72.44999694824219
2022-08-25,66.45541655283242,73.72000122070312
2022-08-26,67.42153574766499,72.7699966430664
2022-08-29,68.46034991626607,74.13999938964844
2022-08-30,69.0109863435874,71.08000183105469
2022-08-31,69.44403671527357,70.62000274658203
2022-09-01,69.5207269718569,68.16000366210938
2022-09-02,69.85439266763352,70.33999633789062
2022-09-06,70.04851942532923,69.54000091552734
2022-09-07,70.06894241446741,68.36000061035156
2022-09-08,70.14838084616323,68.91000366210938
2022-09-09,70.16279710965387,68.51000213623047
"
3336,US,technical,"From February 18, 2021 to April 13, 2021, how many times did Southwest Airlines's price break above the 60-day Double Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",12.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2019-12-09,55.470001220703125,55.93999862670898,55.810001373291016
2019-12-10,54.90999984741211,55.58000183105469,55.290000915527344
2019-12-11,54.0,54.84999847412109,54.540000915527344
2019-12-12,54.4900016784668,55.41999816894531,54.459999084472656
2019-12-13,54.150001525878906,54.84999847412109,54.34000015258789
2019-12-16,54.34999847412109,54.93000030517578,54.54999923706055
2019-12-17,54.18000030517578,55.11000061035156,54.29999923706055
2019-12-18,53.59999847412109,54.540000915527344,54.34999847412109
2019-12-19,54.08000183105469,54.20000076293945,53.5099983215332
2019-12-20,54.630001068115234,54.70000076293945,54.27999877929688
2019-12-23,55.25,56.09000015258789,54.810001373291016
2019-12-24,54.93999862670898,55.31999969482422,55.27000045776367
2019-12-26,54.900001525878906,55.34000015258789,54.93999862670898
2019-12-27,54.31999969482422,55.0,54.970001220703125
2019-12-30,54.08000183105469,54.400001525878906,54.31999969482422
2019-12-31,53.97999954223633,54.119998931884766,54.040000915527344
2020-01-02,54.84000015258789,54.869998931884766,54.380001068115234
2020-01-03,54.34999847412109,54.41999816894531,53.59999847412109
2020-01-06,54.130001068115234,54.560001373291016,53.68999862670898
2020-01-07,54.290000915527344,54.400001525878906,54.33000183105469
2020-01-08,54.369998931884766,54.65999984741211,53.68000030517578
2020-01-09,54.29999923706055,54.81999969482422,54.5
2020-01-10,53.93999862670898,54.400001525878906,54.34999847412109
2020-01-13,53.9900016784668,54.08000183105469,53.93999862670898
2020-01-14,54.4900016784668,55.18000030517578,54.58000183105469
2020-01-15,55.02999877929688,55.09999847412109,54.290000915527344
2020-01-16,55.29999923706055,55.68000030517578,55.380001068115234
2020-01-17,55.0099983215332,55.4900016784668,55.40999984741211
2020-01-21,53.540000915527344,55.06999969482422,54.630001068115234
2020-01-22,53.47999954223633,54.27999877929688,53.900001525878906
2020-01-23,55.400001525878906,55.459999084472656,53.0
2020-01-24,56.54999923706055,56.560001373291016,55.61000061035156
2020-01-27,56.25,56.65999984741211,55.22999954223633
2020-01-28,57.59999847412109,57.72999954223633,56.59000015258789
2020-01-29,56.88999938964844,58.18999862670898,57.75
2020-01-30,55.83000183105469,56.470001220703125,55.310001373291016
2020-01-31,54.97999954223633,55.91999816894531,55.619998931884766
2020-02-03,55.220001220703125,55.72999954223633,55.40999984741211
2020-02-04,55.68000030517578,56.369998931884766,55.9900016784668
2020-02-05,56.95000076293945,57.22999954223633,56.43000030517578
2020-02-06,57.720001220703125,58.0099983215332,57.380001068115234
2020-02-07,57.2599983215332,57.709999084472656,57.459999084472656
2020-02-10,57.41999816894531,57.4900016784668,57.20000076293945
2020-02-11,57.93000030517578,58.59000015258789,57.81999969482422
2020-02-12,58.47999954223633,58.65999984741211,58.27000045776367
2020-02-13,58.540000915527344,58.68999862670898,58.060001373291016
2020-02-14,57.970001220703125,58.83000183105469,58.68000030517578
2020-02-18,57.59999847412109,58.34000015258789,58.0
2020-02-19,57.11000061035156,57.7400016784668,57.68000030517578
2020-02-20,56.93999862670898,57.5099983215332,57.040000915527344
2020-02-21,56.52999877929688,56.79999923706055,56.52999877929688
2020-02-24,54.11000061035156,54.9900016784668,54.869998931884766
2020-02-25,49.65999984741211,54.5,54.40999984741211
2020-02-26,48.900001525878906,50.47999954223633,50.09000015258789
2020-02-27,46.630001068115234,49.209999084472656,47.150001525878906
2020-02-28,46.18999862670898,46.77000045776367,45.06999969482422
2020-03-02,46.95000076293945,47.18000030517578,46.540000915527344
2020-03-03,45.209999084472656,48.38999938964844,47.540000915527344
2020-03-04,46.93000030517578,47.06999969482422,45.88999938964844
2020-03-05,45.25,45.70000076293945,45.060001373291016
2020-03-06,45.72999954223633,46.79999923706055,43.560001373291016
2020-03-09,43.619998931884766,45.61000061035156,42.88999938964844
2020-03-10,45.560001373291016,45.84999847412109,45.27999877929688
2020-03-11,42.4900016784668,44.380001068115234,43.9900016784668
2020-03-12,36.06999969482422,40.59999847412109,39.33000183105469
2020-03-13,41.27999877929688,41.27999877929688,39.18999862670898
2020-03-16,37.52000045776367,39.45000076293945,36.5
2020-03-17,38.25,40.68999862670898,38.209999084472656
2020-03-18,35.150001525878906,36.41999816894531,35.779998779296875
2020-03-19,30.86000061035156,35.04999923706055,34.650001525878906
2020-03-20,31.940000534057617,33.95000076293945,32.060001373291016
2020-03-23,33.72999954223633,34.4900016784668,31.690000534057617
2020-03-24,37.65999984741211,39.130001068115234,38.20000076293945
2020-03-25,39.400001525878906,41.72999954223633,41.52000045776367
2020-03-26,41.22999954223633,43.560001373291016,40.900001525878906
2020-03-27,36.380001068115234,40.13999938964844,39.84000015258789
2020-03-30,35.099998474121094,37.150001525878906,35.52000045776367
2020-03-31,35.61000061035156,37.470001220703125,35.27000045776367
2020-04-01,32.040000915527344,34.20000076293945,34.04999923706055
2020-04-02,31.5,32.84000015258789,32.11000061035156
2020-04-03,30.540000915527344,31.8799991607666,31.32999992370605
2020-04-06,30.700000762939453,31.959999084472656,31.790000915527344
2020-04-07,32.77000045776367,35.43000030517578,33.84000015258789
2020-04-08,34.29999923706055,34.779998779296875,33.560001373291016
2020-04-09,36.470001220703125,37.310001373291016,36.29999923706055
2020-04-13,34.2599983215332,36.720001220703125,36.720001220703125
2020-04-14,34.779998779296875,36.04999923706055,35.16999816894531
2020-04-15,32.81999969482422,35.2599983215332,35.150001525878906
2020-04-16,30.68000030517578,32.349998474121094,32.119998931884766
2020-04-17,31.190000534057617,32.95000076293945,32.5
2020-04-20,31.059999465942383,31.479999542236328,30.63999938964844
2020-04-21,30.11000061035156,31.229999542236328,30.049999237060547
2020-04-22,29.709999084472656,30.809999465942383,30.6299991607666
2020-04-23,30.13999938964844,30.780000686645508,29.809999465942383
2020-04-24,29.32999992370605,30.43000030517578,30.200000762939453
2020-04-27,29.11000061035156,29.90999984741211,29.790000915527344
2020-04-28,29.690000534057617,30.479999542236328,29.1200008392334
2020-04-29,30.96999931335449,31.799999237060547,29.489999771118164
2020-04-30,31.25,31.690000534057617,30.709999084472656
2020-05-01,29.229999542236328,30.959999084472656,30.5
2020-05-04,27.559999465942383,27.940000534057617,27.229999542236328
2020-05-05,26.420000076293945,28.1299991607666,28.06999969482422
2020-05-06,24.93000030517578,26.739999771118164,26.549999237060547
2020-05-07,25.450000762939453,26.270000457763672,24.989999771118164
2020-05-08,27.200000762939453,27.229999542236328,26.040000915527344
2020-05-11,26.09000015258789,26.86000061035156,26.6200008392334
2020-05-12,25.239999771118164,26.6200008392334,26.190000534057617
2020-05-13,24.0,25.100000381469727,25.020000457763672
2020-05-14,24.780000686645508,24.809999465942383,23.3799991607666
2020-05-15,23.8700008392334,24.8700008392334,24.3700008392334
2020-05-18,27.09000015258789,27.239999771118164,25.75
2020-05-19,27.690000534057617,28.850000381469727,28.5
2020-05-20,29.149999618530277,29.32999992370605,28.46999931335449
2020-05-21,29.600000381469727,30.1200008392334,29.309999465942383
2020-05-22,28.8700008392334,29.979999542236328,29.76000022888184
2020-05-26,32.52000045776367,32.939998626708984,31.709999084472656
2020-05-27,33.65999984741211,35.15999984741211,34.900001525878906
2020-05-28,32.54999923706055,34.099998474121094,33.900001525878906
2020-05-29,32.099998474121094,32.81999969482422,31.479999542236328
2020-06-01,33.619998931884766,34.400001525878906,32.29999923706055
2020-06-02,34.47999954223633,35.20000076293945,34.86000061035156
2020-06-03,36.41999816894531,36.95000076293945,35.06999969482422
2020-06-04,38.27000045776367,39.7599983215332,37.790000915527344
2020-06-05,38.18000030517578,42.34999847412109,41.97999954223633
2020-06-08,40.59000015258789,40.61000061035156,40.13999938964844
2020-06-09,38.0099983215332,38.810001373291016,38.36000061035156
2020-06-10,37.13999938964844,38.20000076293945,36.0099983215332
2020-06-11,32.83000183105469,35.16999816894531,32.939998626708984
2020-06-12,35.869998931884766,36.9900016784668,36.060001373291016
2020-06-15,36.34000015258789,36.91999816894531,33.79999923706055
2020-06-16,36.56999969482422,38.630001068115234,38.5099983215332
2020-06-17,36.310001373291016,36.79999923706055,36.2400016784668
2020-06-18,35.849998474121094,36.56999969482422,35.650001525878906
2020-06-19,34.54999923706055,36.61000061035156,36.56999969482422
2020-06-22,34.36000061035156,34.81999969482422,34.029998779296875
2020-06-23,34.75,34.79999923706055,34.779998779296875
2020-06-24,32.25,34.27000045776367,34.0
2020-06-25,32.970001220703125,33.060001373291016,31.190000534057617
2020-06-26,31.959999084472656,33.150001525878906,33.130001068115234
2020-06-29,35.040000915527344,35.36000061035156,33.150001525878906
2020-06-30,34.18000030517578,34.9900016784668,34.97999954223633
2020-07-01,33.810001373291016,35.599998474121094,35.290000915527344
2020-07-02,34.119998931884766,34.91999816894531,34.70000076293945
2020-07-06,34.29999923706055,34.880001068115234,34.720001220703125
2020-07-07,33.0099983215332,33.540000915527344,33.4900016784668
2020-07-08,32.88999938964844,33.470001220703125,32.560001373291016
2020-07-09,31.56999969482422,32.72999954223633,32.470001220703125
2020-07-10,33.220001220703125,33.349998474121094,31.15999984741211
2020-07-13,32.63999938964844,33.529998779296875,33.41999816894531
2020-07-14,33.25,33.380001068115234,31.84000015258789
2020-07-15,35.75,36.09999847412109,35.029998779296875
2020-07-16,34.209999084472656,35.08000183105469,34.83000183105469
2020-07-17,34.130001068115234,34.52000045776367,34.06999969482422
2020-07-20,32.97999954223633,34.29999923706055,33.970001220703125
2020-07-21,33.619998931884766,34.15999984741211,33.33000183105469
2020-07-22,33.29999923706055,33.90999984741211,33.5
2020-07-23,32.790000915527344,34.15999984741211,32.75
2020-07-24,31.65999984741211,32.45000076293945,32.310001373291016
2020-07-27,31.530000686645508,31.93000030517578,31.56999969482422
2020-07-28,32.290000915527344,32.66999816894531,31.51000022888184
2020-07-29,31.790000915527344,32.630001068115234,32.58000183105469
2020-07-30,30.959999084472656,31.649999618530277,31.32999992370605
2020-07-31,30.88999938964844,31.020000457763672,30.799999237060547
2020-08-03,31.57999992370605,32.150001525878906,30.75
2020-08-04,31.399999618530277,32.27000045776367,31.700000762939453
2020-08-05,32.720001220703125,33.20000076293945,31.899999618530277
2020-08-06,33.02000045776367,33.349998474121094,33.2599983215332
2020-08-07,33.279998779296875,33.29999923706055,32.84000015258789
2020-08-10,34.9900016784668,35.150001525878906,33.650001525878906
2020-08-11,35.290000915527344,37.43999862670898,36.61000061035156
2020-08-12,35.25,36.08000183105469,35.83000183105469
2020-08-13,34.709999084472656,35.70000076293945,34.709999084472656
2020-08-14,34.900001525878906,35.130001068115234,34.29999923706055
2020-08-17,33.810001373291016,35.18000030517578,35.060001373291016
2020-08-18,34.15999984741211,34.25,33.81999969482422
2020-08-19,34.27000045776367,35.779998779296875,34.90999984741211
2020-08-20,34.459999084472656,34.58000183105469,33.650001525878906
2020-08-21,34.689998626708984,35.189998626708984,34.29999923706055
2020-08-24,36.90999984741211,36.93999862670898,35.290000915527344
2020-08-25,37.060001373291016,37.5,37.43000030517578
2020-08-26,36.380001068115234,37.06999969482422,36.90999984741211
2020-08-27,37.650001525878906,38.880001068115234,37.540000915527344
2020-08-28,38.810001373291016,39.060001373291016,38.11000061035156
2020-08-31,37.58000183105469,38.810001373291016,38.75
2020-09-01,37.90999984741211,38.66999816894531,36.84000015258789
2020-09-02,39.16999816894531,39.34000015258789,38.56999969482422
2020-09-03,38.7400016784668,40.65999984741211,39.27999877929688
2020-09-04,39.38999938964844,40.06999969482422,39.18999862670898
2020-09-08,40.5,40.79999923706055,39.18000030517578
2020-09-09,39.220001220703125,40.43999862670898,40.09000015258789
2020-09-10,38.93999862670898,39.95000076293945,39.52000045776367
2020-09-11,38.95000076293945,39.40999984741211,39.04999923706055
2020-09-14,40.060001373291016,40.25,39.34999847412109
2020-09-15,40.61000061035156,40.97999954223633,40.2599983215332
2020-09-16,42.09999847412109,42.880001068115234,40.52000045776367
2020-09-17,40.400001525878906,42.0,41.310001373291016
2020-09-18,39.83000183105469,40.5099983215332,39.77000045776367
2020-09-21,37.52000045776367,38.470001220703125,38.04999923706055
2020-09-22,38.119998931884766,38.20000076293945,37.34999847412109
2020-09-23,37.54999923706055,39.27999877929688,38.38999938964844
2020-09-24,36.86000061035156,37.41999816894531,37.02999877929688
2020-09-25,37.09999847412109,37.27999877929688,36.40999984741211
2020-09-28,38.2400016784668,39.11000061035156,38.06999969482422
2020-09-29,37.61000061035156,38.04999923706055,38.04999923706055
2020-09-30,37.5,39.08000183105469,38.33000183105469
2020-10-01,37.93000030517578,38.2599983215332,37.959999084472656
2020-10-02,38.7599983215332,39.31999969482422,36.13999938964844
2020-10-05,38.4900016784668,39.2400016784668,39.15999984741211
2020-10-06,37.58000183105469,39.34000015258789,38.970001220703125
2020-10-07,38.59000015258789,38.7400016784668,38.0
2020-10-08,38.9900016784668,39.59999847412109,39.0
2020-10-09,39.72999954223633,39.79999923706055,38.93999862670898
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2021-01-14,47.98971572401677,48.81999969482422
2021-01-15,48.005074130753144,46.65999984741211
2021-01-19,48.034120708747224,46.90999984741211
2021-01-20,48.143933788953234,48.209999084472656
2021-01-21,48.21835569784038,47.77000045776367
2021-01-22,48.26298590142226,47.38999938964844
2021-01-25,48.189636178970815,45.619998931884766
2021-01-26,48.13051004435529,45.810001373291016
2021-01-27,47.96563499123522,44.150001525878906
2021-01-28,47.836316709538295,44.59999847412109
2021-01-29,47.66929113176146,43.93999862670898
2021-02-01,47.56385370715922,44.790000915527344
2021-02-02,47.51576890138627,45.619998931884766
2021-02-03,47.52873148791369,46.54999923706055
2021-02-04,47.70621288381578,49.130001068115234
2021-02-05,47.933116257215204,50.04999923706055
2021-02-08,48.28891275295836,52.2400016784668
2021-02-09,48.55763933930453,51.18000030517578
2021-02-10,48.81830215164625,51.27999877929688
2021-02-11,49.07382859340593,51.41999816894531
2021-02-12,49.31023619838894,51.34000015258789
2021-02-16,49.57356693539917,51.959999084472656
2021-02-17,49.85343791477718,52.43999862670898
2021-02-18,50.0864337854458,51.95000076293945
2021-02-19,50.36187400049331,52.810001373291016
2021-02-22,50.749887918313334,54.790000915527344
2021-02-23,51.241701133352976,56.720001220703125
2021-02-24,51.87344392525307,59.290000915527344
2021-02-25,52.40920393504307,58.310001373291016
2021-02-26,52.90514150843458,58.130001068115234
2021-03-01,53.370193431158775,58.060001373291016
2021-03-02,53.794166818627595,57.810001373291016
2021-03-03,54.195756256188886,57.81999969482422
2021-03-04,54.46311189139467,56.08000183105469
2021-03-05,54.76914028349457,56.91999816894531
2021-03-08,55.29187302221782,60.54999923706055
2021-03-09,55.682054539203214,58.93000030517578
2021-03-10,56.02347167642865,58.5099983215332
2021-03-11,56.34296102258907,58.470001220703125
2021-03-12,56.809246964228244,61.02999877929688
2021-03-15,57.31900893597349,62.09999847412109
2021-03-16,57.700413388468874,60.540000915527344
2021-03-17,58.13960369735932,61.77000045776367
2021-03-18,58.5008352514674,60.93999862670898
2021-03-19,58.84848476499482,61.04999923706055
2021-03-22,59.07352480204296,59.459999084472656
2021-03-23,59.16578769628461,57.619998931884766
2021-03-24,59.255598075013644,57.70000076293945
2021-03-25,59.480485825451936,59.90999984741211
2021-03-26,59.780338706857805,61.290000915527344
2021-03-29,60.04118957747199,60.959999084472656
2021-03-30,60.34747748441674,61.90999984741211
2021-03-31,60.58086599818658,61.060001373291016
2021-04-01,60.815195867909225,61.29999923706055
2021-04-05,61.1426460065965,62.970001220703125
2021-04-06,61.52382383364492,64.0999984741211
2021-04-07,61.84577631700734,63.52000045776367
2021-04-08,62.14489299573828,63.459999084472656
2021-04-09,62.423550712290485,63.41999816894531
2021-04-12,62.636287531418915,62.65999984741211
2021-04-13,62.872092864234794,63.22999954223633
"
3337,US,technical,"For KLA Corporation between April 15, 2024 and July 30, 2024, how many times did the price break below the 20-day Double Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",14.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2023-11-17,544.5399780273438,546.2100219726562,531.77001953125
2023-11-20,557.75,559.4199829101562,542.2000122070312
2023-11-21,550.6900024414062,555.9400024414062,555.3699951171875
2023-11-22,554.1699829101562,562.8400268554688,556.3200073242188
2023-11-24,555.6400146484375,557.219970703125,552.469970703125
2023-11-27,556.9500122070312,562.0,555.3300170898438
2023-11-28,547.1400146484375,554.5999755859375,549.1599731445312
2023-11-29,544.0700073242188,557.5,556.3699951171875
2023-11-30,544.6199951171875,547.6599731445312,544.1199951171875
2023-12-01,549.0,550.22998046875,543.239990234375
2023-12-04,539.5900268554688,545.5,543.2000122070312
2023-12-05,537.22998046875,537.3699951171875,532.2899780273438
2023-12-06,528.6099853515625,545.5900268554688,544.5399780273438
2023-12-07,541.22998046875,543.3099975585938,535.0900268554688
2023-12-08,534.4299926757812,539.1799926757812,535.530029296875
2023-12-11,559.2100219726562,563.6099853515625,545.5599975585938
2023-12-12,561.0499877929688,564.4600219726562,558.2000122070312
2023-12-13,570.7000122070312,573.5599975585938,562.0999755859375
2023-12-14,582.4199829101562,586.3499755859375,575.0499877929688
2023-12-15,585.1300048828125,590.1500244140625,585.0
2023-12-18,576.72998046875,593.0,591.510009765625
2023-12-19,578.1099853515625,583.010009765625,579.8599853515625
2023-12-20,563.2999877929688,578.5,572.0499877929688
2023-12-21,580.4500122070312,582.1500244140625,575.5
2023-12-22,582.6500244140625,585.0,579.7000122070312
2023-12-26,591.3699951171875,593.9099731445312,586.9000244140625
2023-12-27,591.469970703125,594.8900146484375,594.1699829101562
2023-12-28,586.27001953125,597.4299926757812,597.0999755859375
2023-12-29,581.2999877929688,586.7000122070312,584.780029296875
2024-01-02,560.3900146484375,573.2100219726562,573.2100219726562
2024-01-03,552.5900268554688,558.25,552.0
2024-01-04,546.4400024414062,554.9000244140625,546.3900146484375
2024-01-05,544.3099975585938,551.3499755859375,548.1099853515625
2024-01-08,562.3599853515625,565.8900146484375,549.0599975585938
2024-01-09,556.3400268554688,561.6699829101562,555.0
2024-01-10,556.0900268554688,558.9500122070312,558.9500122070312
2024-01-11,562.1400146484375,565.4099731445312,557.0
2024-01-12,560.6099853515625,564.4199829101562,563.97998046875
2024-01-16,566.8099975585938,569.5900268554688,559.1199951171875
2024-01-17,562.5,564.0,564.0
2024-01-18,590.0,591.989990234375,579.2999877929688
2024-01-19,612.989990234375,616.97998046875,595.4199829101562
2024-01-22,623.0999755859375,628.2899780273438,618.530029296875
2024-01-23,619.3300170898438,622.969970703125,618.7899780273438
2024-01-24,638.4500122070312,646.1300048828125,635.760009765625
2024-01-25,641.6900024414062,658.780029296875,651.5
2024-01-26,599.3699951171875,625.9199829101562,624.0
2024-01-29,600.0800170898438,602.2000122070312,596.489990234375
2024-01-30,595.3499755859375,602.010009765625,595.02001953125
2024-01-31,594.0399780273438,601.989990234375,587.739990234375
2024-02-01,599.0999755859375,602.0399780273438,598.780029296875
2024-02-02,604.3200073242188,607.6300048828125,595.25
2024-02-05,614.8800048828125,615.0900268554688,607.3300170898438
2024-02-06,601.6199951171875,616.3699951171875,616.3699951171875
2024-02-07,608.9000244140625,612.5,609.4000244140625
2024-02-08,618.489990234375,624.7999877929688,608.9000244140625
2024-02-09,649.7999877929688,651.260009765625,629.1500244140625
2024-02-12,648.0499877929688,657.5599975585938,646.0999755859375
2024-02-13,641.0700073242188,649.469970703125,628.1699829101562
2024-02-14,653.8400268554688,661.8699951171875,650.0
2024-02-15,652.3800048828125,661.8200073242188,655.0
2024-02-16,661.3499755859375,677.469970703125,666.989990234375
2024-02-20,651.77001953125,660.989990234375,654.510009765625
2024-02-21,651.9199829101562,652.0700073242188,645.1699829101562
2024-02-22,683.77001953125,687.6900024414062,675.6599731445312
2024-02-23,668.8200073242188,687.5700073242188,683.0
2024-02-26,683.8200073242188,686.77001953125,675.6199951171875
2024-02-27,677.5800170898438,684.7000122070312,679.989990234375
2024-02-28,673.0,675.6300048828125,667.7000122070312
2024-02-29,682.2999877929688,684.0999755859375,682.4400024414062
2024-03-01,717.5700073242188,719.219970703125,688.280029296875
2024-03-04,717.8099975585938,728.0,724.75
2024-03-05,705.8699951171875,716.219970703125,712.3300170898438
2024-03-06,715.4600219726562,721.469970703125,711.77001953125
2024-03-07,723.260009765625,729.1500244140625,719.280029296875
2024-03-08,699.2100219726562,724.469970703125,722.8099975585938
2024-03-11,685.3800048828125,691.4299926757812,690.0499877929688
2024-03-12,698.4000244140625,698.8499755859375,691.719970703125
2024-03-13,688.7100219726562,695.6599731445312,690.5999755859375
2024-03-14,692.3300170898438,701.0,698.4600219726562
2024-03-15,683.9000244140625,691.8900146484375,686.8300170898438
2024-03-18,690.7000122070312,705.1699829101562,696.3300170898438
2024-03-19,681.0599975585938,686.0,677.7999877929688
2024-03-20,695.9500122070312,698.2100219726562,680.1599731445312
2024-03-21,713.1300048828125,727.6400146484375,716.8900146484375
2024-03-22,710.5599975585938,718.2899780273438,706.4299926757812
2024-03-25,699.72998046875,708.0999755859375,697.8499755859375
2024-03-26,688.4199829101562,707.4000244140625,705.0399780273438
2024-03-27,696.8699951171875,697.7000122070312,692.4000244140625
2024-03-28,698.5700073242188,699.8200073242188,696.8699951171875
2024-04-01,710.8800048828125,718.1799926757812,700.0
2024-04-02,693.9299926757812,697.260009765625,694.22998046875
2024-04-03,697.530029296875,707.1300048828125,690.1799926757812
2024-04-04,672.75,707.8499755859375,706.280029296875
2024-04-05,682.8400268554688,688.8300170898438,674.0700073242188
2024-04-08,690.8200073242188,692.4199829101562,688.3499755859375
2024-04-09,696.8300170898438,700.0,700.0
2024-04-10,687.1199951171875,695.0,685.9000244140625
2024-04-11,700.6099853515625,701.6300048828125,694.8300170898438
2024-04-12,680.780029296875,689.27001953125,684.4400024414062
2024-04-15,678.489990234375,698.7000122070312,689.8800048828125
2024-04-16,693.3099975585938,696.9199829101562,678.489990234375
2024-04-17,658.97998046875,684.8499755859375,681.77001953125
2024-04-18,644.219970703125,658.4099731445312,655.7899780273438
2024-04-19,628.1599731445312,647.7100219726562,646.2000122070312
2024-04-22,633.6400146484375,638.72998046875,635.3499755859375
2024-04-23,648.2100219726562,654.0,636.0399780273438
2024-04-24,656.5399780273438,668.1799926757812,659.780029296875
2024-04-25,672.9500122070312,677.719970703125,656.97998046875
2024-04-26,706.260009765625,710.260009765625,683.0
2024-04-29,713.9299926757812,715.97998046875,706.4099731445312
2024-04-30,689.2899780273438,717.72998046875,711.6400146484375
2024-05-01,666.0399780273438,691.72998046875,680.469970703125
2024-05-02,682.0499877929688,683.0,675.6400146484375
2024-05-03,696.5900268554688,704.0599975585938,695.0
2024-05-06,718.3800048828125,718.7000122070312,699.1599731445312
2024-05-07,714.3800048828125,723.3800048828125,716.6300048828125
2024-05-08,717.1500244140625,717.5999755859375,709.9199829101562
2024-05-09,710.6699829101562,720.0,718.77001953125
2024-05-10,718.27001953125,728.0,720.0
2024-05-13,714.1500244140625,720.0,720.0
2024-05-14,729.9199829101562,731.72998046875,707.25
2024-05-15,759.719970703125,760.3200073242188,737.9400024414062
2024-05-16,749.47998046875,763.9299926757812,760.0
2024-05-17,747.6799926757812,758.5700073242188,756.469970703125
2024-05-20,772.7999877929688,778.4400024414062,751.8800048828125
2024-05-21,765.1400146484375,769.9600219726562,760.0
2024-05-22,771.7100219726562,772.969970703125,770.3800048828125
2024-05-23,765.0999755859375,790.52001953125,788.5800170898438
2024-05-24,779.0599975585938,783.1099853515625,774.1699829101562
2024-05-28,786.1400146484375,791.9600219726562,785.52001953125
2024-05-29,772.3599853515625,780.0700073242188,768.22998046875
2024-05-30,770.1300048828125,776.5700073242188,768.9400024414062
2024-05-31,759.530029296875,776.2899780273438,770.719970703125
2024-06-03,754.1500244140625,771.6400146484375,771.47998046875
2024-06-04,750.5599975585938,756.2999877929688,750.47998046875
2024-06-05,784.969970703125,787.5399780273438,770.3900146484375
2024-06-06,779.260009765625,787.3200073242188,780.3300170898438
2024-06-07,768.969970703125,787.9099731445312,787.5
2024-06-10,794.3800048828125,795.97998046875,761.0999755859375
2024-06-11,798.1599731445312,798.6599731445312,793.3200073242188
2024-06-12,827.8099975585938,831.5399780273438,806.8800048828125
2024-06-13,830.030029296875,832.989990234375,816.02001953125
2024-06-14,824.8400268554688,826.5399780273438,815.0
2024-06-17,848.8800048828125,851.6799926757812,826.4099731445312
2024-06-18,863.3099975585938,876.5499877929688,849.0
2024-06-20,829.5900268554688,864.1900024414062,863.3699951171875
2024-06-21,816.5499877929688,835.3400268554688,830.030029296875
2024-06-24,793.97998046875,815.510009765625,813.77001953125
2024-06-25,818.0399780273438,820.239990234375,800.8699951171875
2024-06-26,813.2999877929688,826.9000244140625,814.3800048828125
2024-06-27,814.8699951171875,826.4500122070312,819.469970703125
2024-06-28,824.510009765625,841.4099731445312,826.4400024414062
2024-07-01,827.7899780273438,828.9400024414062,823.1900024414062
2024-07-02,839.1099853515625,839.969970703125,819.4000244140625
2024-07-03,853.3300170898438,859.6599731445312,839.9400024414062
2024-07-05,855.2100219726562,859.0700073242188,855.3400268554688
2024-07-08,866.5499877929688,869.0599975585938,857.1199951171875
2024-07-09,874.9000244140625,879.8900146484375,872.5999755859375
2024-07-10,892.3499755859375,894.77001953125,877.8499755859375
2024-07-11,852.9500122070312,896.3200073242188,896.3200073242188
2024-07-12,857.719970703125,879.5399780273438,853.8499755859375
2024-07-15,858.1199951171875,876.8499755859375,858.52001953125
2024-07-16,867.1799926757812,868.7999877929688,861.3099975585938
2024-07-17,781.75,829.0800170898438,817.25
2024-07-18,787.0599975585938,797.0900268554688,793.780029296875
2024-07-19,762.5499877929688,795.5399780273438,785.4099731445312
2024-07-22,809.510009765625,811.72998046875,788.469970703125
2024-07-23,807.6599731445312,813.5,794.02001953125
2024-07-24,755.77001953125,798.739990234375,797.2999877929688
2024-07-25,762.8099975585938,791.7899780273438,767.5399780273438
2024-07-26,787.3900146484375,799.0,789.3499755859375
2024-07-29,778.5399780273438,810.47998046875,793.260009765625
2024-07-30,758.8900146484375,799.4500122070312,787.989990234375
","date,20-day,close
2024-01-16,562.7032222166298,566.8099975585938
2024-01-17,562.650242870507,562.5
2024-01-18,567.5941736745152,590.0
2024-01-19,576.0149935028576,612.989990234375
2024-01-22,585.0776120359249,623.0999755859375
2024-01-23,592.1571994847907,619.3300170898438
2024-01-24,601.6674533370261,638.4500122070312
2024-01-25,610.3738730533231,641.6900024414062
2024-01-26,610.1078445934547,599.3699951171875
2024-01-29,609.9214819764364,600.0800170898438
2024-01-30,608.8216042335737,595.3499755859375
2024-01-31,607.5614178742732,594.0399780273438
2024-02-01,607.3251066942103,599.0999755859375
2024-02-02,608.0040039246564,604.3200073242188
2024-02-05,610.4419760753973,614.8800048828125
2024-02-06,610.0724959855949,601.6199951171875
2024-02-07,611.0140153231407,608.9000244140625
2024-02-08,613.5052393205166,618.489990234375
2024-02-09,621.2695719087154,649.7999877929688
2024-02-12,627.5667277542409,648.0499877929688
2024-02-13,631.6411220011562,641.0700073242188
2024-02-14,637.378476710745,653.8400268554688
2024-02-15,641.9594959690851,652.3800048828125
2024-02-16,647.4312139830662,661.3499755859375
2024-02-20,650.2987168517367,651.77001953125
2024-02-21,652.6865871842097,651.9199829101562
2024-02-22,660.4121148545362,683.77001953125
2024-02-23,664.2360289840877,668.8200073242188
2024-02-26,670.1289290161257,683.8200073242188
2024-02-27,673.9450333382299,677.5800170898438
2024-02-28,676.2710021094285,673.0
2024-02-29,679.8324300944681,682.2999877929688
2024-03-01,689.1683650057907,717.5700073242188
2024-03-04,697.1118531940249,717.8099975585938
2024-03-05,701.6360972259938,705.8699951171875
2024-03-06,707.1177068303998,715.4600219726562
2024-03-07,713.09555116418,723.260009765625
2024-03-08,713.7183643511709,699.2100219726562
2024-03-11,711.5877539743049,685.3800048828125
2024-03-12,711.9678451763126,698.4000244140625
2024-03-13,710.3980978873404,688.7100219726562
2024-03-14,709.5730832261098,692.3300170898438
2024-03-15,707.2120810235887,683.9000244140625
2024-03-18,706.301489191138,690.7000122070312
2024-03-19,703.6658185985617,681.0599975585938
2024-03-20,704.004369174061,695.9500122070312
2024-03-21,707.3250012465089,713.1300048828125
2024-03-22,709.6296896972153,710.5599975585938
2024-03-25,709.5601032912359,699.72998046875
2024-03-26,707.3622779204057,688.4199829101562
2024-03-27,706.9242208629267,696.8699951171875
2024-03-28,706.7828273840825,698.5700073242188
2024-04-01,708.8256969500354,710.8800048828125
2024-04-02,707.4417789647239,693.9299926757812
2024-04-03,706.8394238441667,697.530029296875
2024-04-04,701.7666571311048,672.75
2024-04-05,699.1813209326868,682.8400268554688
2024-04-08,698.3643751131,690.8200073242188
2024-04-09,698.717449646487,696.8300170898438
2024-04-10,697.2278995750896,687.1199951171875
2024-04-11,698.3640447568217,700.6099853515625
2024-04-12,695.717186907863,680.780029296875
2024-04-15,692.999573667686,678.489990234375
2024-04-16,693.3317819953513,693.3099975585938
2024-04-17,687.3758606832259,658.97998046875
2024-04-18,679.5652668152322,644.219970703125
2024-04-19,669.9375902268384,628.1599731445312
2024-04-22,662.671607468501,633.6400146484375
2024-04-23,659.1034769444587,648.2100219726562
2024-04-24,657.5949226254305,656.5399780273438
2024-04-25,659.3273372440551,672.9500122070312
2024-04-26,666.9116732573497,706.260009765625
2024-04-29,674.8684471340954,713.9299926757812
2024-04-30,677.2662711245646,689.2899780273438
2024-05-01,675.1204871975137,666.0399780273438
2024-05-02,676.1859083923074,682.0499877929688
2024-05-03,679.7488936392986,696.5900268554688
2024-05-06,686.7711168801511,718.3800048828125
2024-05-07,692.0805457734807,714.3800048828125
2024-05-08,697.1315735046132,717.1500244140625
2024-05-09,700.2723705437608,710.6699829101562
2024-05-10,704.3164093425937,718.27001953125
2024-05-13,707.0060076141546,714.1500244140625
2024-05-14,712.133258686537,729.9199829101562
2024-05-15,721.8976204948409,759.719970703125
2024-05-16,728.3761347689472,749.47998046875
2024-05-17,733.5442980621763,747.6799926757812
2024-05-20,742.460056195249,772.7999877929688
2024-05-21,748.6440710724999,765.1400146484375
2024-05-22,755.0477303263067,771.7100219726562
2024-05-23,759.2417585491462,765.0999755859375
2024-05-24,765.2605313709257,779.0599975585938
2024-05-28,771.596985385893,786.1400146484375
2024-05-29,774.4161002899823,772.3599853515625
2024-05-30,776.3006299569266,770.1300048828125
2024-05-31,775.864427377778,759.530029296875
2024-06-03,774.3832321078888,754.1500244140625
2024-06-04,772.3359611971341,750.5599975585938
2024-06-05,776.7047348892563,784.969970703125
2024-06-06,779.3201348237496,779.260009765625
2024-06-07,779.5938666856987,768.969970703125
2024-06-10,784.3311101156497,794.3800048828125
2024-06-11,788.9858446240817,798.1599731445312
2024-06-12,798.2580841359879,827.8099975585938
2024-06-13,806.5190561463078,830.030029296875
2024-06-14,812.5531935454353,824.8400268554688
2024-06-17,821.965141791496,848.8800048828125
2024-06-18,832.5315186242751,863.3099975585938
2024-06-20,835.3432607923488,829.5900268554688
2024-06-21,835.2272128602106,816.5499877929688
2024-06-24,830.8684763756113,793.97998046875
2024-06-25,831.3304762625042,818.0399780273438
2024-06-26,830.7282557352427,813.2999877929688
2024-06-27,830.362010619204,814.8699951171875
2024-06-28,831.6704428708526,824.510009765625
2024-07-01,833.2715761392466,827.7899780273438
2024-07-02,836.5860507500859,839.1099853515625
2024-07-03,841.9017505504971,853.3300170898438
2024-07-05,846.6978527834469,855.2100219726562
2024-07-08,852.7582583355482,866.5499877929688
2024-07-09,859.3591115142916,874.9000244140625
2024-07-10,868.0690156931474,892.3499755859375
2024-07-11,868.2717417199627,852.9500122070312
2024-07-12,869.1640180404074,857.719970703125
2024-07-15,869.8631960799911,858.1199951171875
2024-07-16,871.9725617786895,867.1799926757812
2024-07-17,858.1583017486578,781.75
2024-07-18,847.1202489750783,787.0599975585938
2024-07-19,833.0935395914543,762.5499877929688
2024-07-22,829.4903320248563,809.510009765625
2024-07-23,826.023932591146,807.6599731445312
2024-07-24,813.6066484133263,755.77001953125
2024-07-25,804.194431040234,762.8099975585938
2024-07-26,800.5732363952786,787.3900146484375
2024-07-29,795.8839232807578,778.5399780273438
2024-07-30,788.3233453087211,758.8900146484375
"
3338,US,technical,"How many break below events of the 30-day Double Exponential Moving Average line occurred for Baker Hughes from July 14, 2019 to February 08, 2020? (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",13.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2018-12-06,21.46999931335449,21.709999084472656,21.6299991607666
2018-12-07,21.65999984741211,22.299999237060547,21.959999084472656
2018-12-10,21.270000457763672,21.600000381469727,21.34000015258789
2018-12-11,21.290000915527344,21.71999931335449,21.57999992370605
2018-12-12,21.56999969482422,22.07999992370605,21.65999984741211
2018-12-13,22.030000686645508,22.15999984741211,21.420000076293945
2018-12-14,21.450000762939453,22.07999992370605,21.809999465942383
2018-12-17,21.6200008392334,22.09000015258789,21.399999618530277
2018-12-18,21.21999931335449,21.790000915527344,21.61000061035156
2018-12-19,21.040000915527344,22.21999931335449,21.479999542236328
2018-12-20,20.81999969482422,21.38999938964844,20.75
2018-12-21,20.8700008392334,21.32999992370605,20.690000534057617
2018-12-24,20.479999542236328,21.239999771118164,20.739999771118164
2018-12-26,21.520000457763672,21.520000457763672,20.600000381469727
2018-12-27,21.479999542236328,21.489999771118164,21.049999237060547
2018-12-28,21.440000534057617,22.1200008392334,21.6299991607666
2018-12-31,21.5,21.57999992370605,21.56999969482422
2019-01-02,21.049999237060547,21.6299991607666,21.190000534057617
2019-01-03,20.90999984741211,21.350000381469727,21.09000015258789
2019-01-04,21.959999084472656,22.1200008392334,21.34000015258789
2019-01-07,22.549999237060547,22.75,21.940000534057617
2019-01-08,23.209999084472656,23.270000457763672,22.82999992370605
2019-01-09,23.170000076293945,23.780000686645508,23.5
2019-01-10,23.350000381469727,23.770000457763672,23.020000457763672
2019-01-11,23.100000381469727,23.25,23.13999938964844
2019-01-14,23.239999771118164,23.36000061035156,22.86000061035156
2019-01-15,23.020000457763672,23.649999618530277,23.36000061035156
2019-01-16,23.149999618530277,23.280000686645508,22.93000030517578
2019-01-17,23.649999618530277,23.709999084472656,22.90999984741211
2019-01-18,24.1200008392334,24.36000061035156,23.979999542236328
2019-01-22,23.770000457763672,24.020000457763672,23.8700008392334
2019-01-23,22.979999542236328,23.899999618530277,23.76000022888184
2019-01-24,23.040000915527344,23.36000061035156,22.84000015258789
2019-01-25,23.489999771118164,23.65999984741211,23.309999465942383
2019-01-28,22.979999542236328,23.280000686645508,23.280000686645508
2019-01-29,23.15999984741211,23.36000061035156,23.209999084472656
2019-01-30,23.940000534057617,24.15999984741211,23.280000686645508
2019-01-31,23.56999969482422,24.959999084472656,24.06999969482422
2019-02-01,24.350000381469727,24.59000015258789,23.520000457763672
2019-02-04,24.57999992370605,25.01000022888184,24.270000457763672
2019-02-05,25.030000686645508,25.200000762939453,24.559999465942383
2019-02-06,24.8799991607666,25.3700008392334,25.020000457763672
2019-02-07,24.38999938964844,25.040000915527344,24.690000534057617
2019-02-08,24.61000061035156,24.690000534057617,24.280000686645508
2019-02-11,24.81999969482422,24.940000534057617,24.420000076293945
2019-02-12,24.739999771118164,25.299999237060547,25.1200008392334
2019-02-13,25.1299991607666,25.56999969482422,24.76000022888184
2019-02-14,25.63999938964844,25.75,25.0
2019-02-15,25.82999992370605,26.030000686645508,25.88999938964844
2019-02-19,26.09000015258789,26.13999938964844,25.690000534057617
2019-02-20,26.57999992370605,26.979999542236328,26.1299991607666
2019-02-21,26.270000457763672,26.670000076293945,26.670000076293945
2019-02-22,26.350000381469727,26.559999465942383,26.489999771118164
2019-02-25,26.75,26.920000076293945,26.26000022888184
2019-02-26,26.75,27.09000015258789,26.780000686645508
2019-02-27,26.670000076293945,26.88999938964844,26.799999237060547
2019-02-28,26.3799991607666,26.799999237060547,26.76000022888184
2019-03-01,27.100000381469727,27.1299991607666,26.57999992370605
2019-03-04,27.09000015258789,27.51000022888184,27.280000686645508
2019-03-05,27.11000061035156,27.18000030517578,27.149999618530277
2019-03-06,26.309999465942383,27.030000686645508,27.030000686645508
2019-03-07,26.049999237060547,26.36000061035156,26.290000915527344
2019-03-08,25.729999542236328,25.790000915527344,25.63999938964844
2019-03-11,26.5,26.780000686645508,26.07999992370605
2019-03-12,26.81999969482422,26.90999984741211,26.649999618530277
2019-03-13,27.25,27.3700008392334,27.07999992370605
2019-03-14,27.709999084472656,27.790000915527344,27.280000686645508
2019-03-15,27.850000381469727,28.030000686645508,27.559999465942383
2019-03-18,28.18000030517578,28.40999984741211,28.01000022888184
2019-03-19,27.81999969482422,28.61000061035156,28.459999084472656
2019-03-20,28.25,28.479999542236328,27.84000015258789
2019-03-21,28.459999084472656,28.649999618530277,28.170000076293945
2019-03-22,27.15999984741211,28.31999969482422,28.270000457763672
2019-03-25,27.43000030517578,27.46999931335449,26.950000762939453
2019-03-26,27.68000030517578,28.11000061035156,27.68000030517578
2019-03-27,27.280000686645508,27.8799991607666,27.690000534057617
2019-03-28,27.15999984741211,27.450000762939453,27.15999984741211
2019-03-29,27.71999931335449,27.81999969482422,27.479999542236328
2019-04-01,27.84000015258789,28.149999618530277,27.920000076293945
2019-04-02,26.989999771118164,27.93000030517578,27.86000061035156
2019-04-03,26.46999931335449,27.440000534057617,27.18000030517578
2019-04-04,26.770000457763672,26.780000686645508,26.559999465942383
2019-04-05,26.780000686645508,27.13999938964844,26.82999992370605
2019-04-08,26.81999969482422,27.270000457763672,26.850000381469727
2019-04-09,26.68000030517578,26.82999992370605,26.690000534057617
2019-04-10,26.8700008392334,26.979999542236328,26.809999465942383
2019-04-11,26.65999984741211,26.989999771118164,26.84000015258789
2019-04-12,26.3799991607666,27.1299991607666,27.06999969482422
2019-04-15,25.950000762939453,26.440000534057617,26.25
2019-04-16,25.84000015258789,26.13999938964844,26.049999237060547
2019-04-17,25.780000686645508,26.280000686645508,25.979999542236328
2019-04-18,25.600000381469727,26.049999237060547,25.8700008392334
2019-04-22,26.600000381469727,26.68000030517578,25.809999465942383
2019-04-23,25.96999931335449,26.93000030517578,26.600000381469727
2019-04-24,25.61000061035156,26.239999771118164,26.07999992370605
2019-04-25,25.56999969482422,25.90999984741211,25.600000381469727
2019-04-26,25.57999992370605,25.780000686645508,25.31999969482422
2019-04-29,25.96999931335449,26.049999237060547,25.479999542236328
2019-04-30,24.020000457763672,25.809999465942383,25.63999938964844
2019-05-01,23.549999237060547,24.34000015258789,23.950000762939453
2019-05-02,23.520000457763672,23.81999969482422,23.40999984741211
2019-05-03,24.1299991607666,24.280000686645508,23.799999237060547
2019-05-06,23.940000534057617,24.239999771118164,23.809999465942383
2019-05-07,23.209999084472656,23.63999938964844,23.600000381469727
2019-05-08,22.950000762939453,23.399999618530277,23.25
2019-05-09,22.61000061035156,22.770000457763672,22.76000022888184
2019-05-10,22.31999969482422,22.56999969482422,22.520000457763672
2019-05-13,21.739999771118164,22.09000015258789,22.01000022888184
2019-05-14,22.280000686645508,22.459999084472656,21.96999931335449
2019-05-15,22.739999771118164,22.81999969482422,22.020000457763672
2019-05-16,22.979999542236328,23.0,22.799999237060547
2019-05-17,22.90999984741211,23.270000457763672,22.700000762939453
2019-05-20,23.290000915527344,23.36000061035156,22.65999984741211
2019-05-21,23.61000061035156,23.82999992370605,23.290000915527344
2019-05-22,23.36000061035156,23.540000915527344,23.350000381469727
2019-05-23,23.059999465942383,23.07999992370605,22.86000061035156
2019-05-24,22.209999084472656,23.36000061035156,23.21999931335449
2019-05-28,22.170000076293945,22.3799991607666,22.25
2019-05-29,21.700000762939453,21.84000015258789,21.84000015258789
2019-05-30,21.170000076293945,21.770000457763672,21.63999938964844
2019-05-31,21.40999984741211,21.46999931335449,20.76000022888184
2019-06-03,21.84000015258789,22.13999938964844,21.5
2019-06-04,22.040000915527344,22.290000915527344,22.1299991607666
2019-06-05,22.229999542236328,22.280000686645508,22.049999237060547
2019-06-06,22.950000762939453,23.07999992370605,22.270000457763672
2019-06-07,23.31999969482422,23.540000915527344,23.07999992370605
2019-06-10,23.40999984741211,23.770000457763672,23.479999542236328
2019-06-11,23.15999984741211,23.71999931335449,23.600000381469727
2019-06-12,22.299999237060547,22.989999771118164,22.920000076293945
2019-06-13,22.780000686645508,22.790000915527344,22.6200008392334
2019-06-14,22.149999618530277,22.75,22.75
2019-06-17,22.399999618530277,22.82999992370605,22.1200008392334
2019-06-18,23.09000015258789,23.15999984741211,22.46999931335449
2019-06-19,23.31999969482422,23.3700008392334,23.15999984741211
2019-06-20,24.36000061035156,24.440000534057617,23.68000030517578
2019-06-21,25.170000076293945,25.200000762939453,24.43000030517578
2019-06-24,24.71999931335449,25.350000381469727,25.200000762939453
2019-06-25,24.6200008392334,24.809999465942383,24.649999618530277
2019-06-26,24.75,25.31999969482422,24.780000686645508
2019-06-27,24.690000534057617,25.01000022888184,24.739999771118164
2019-06-28,24.6299991607666,25.06999969482422,24.76000022888184
2019-07-01,25.18000030517578,25.5,24.989999771118164
2019-07-02,24.520000457763672,25.36000061035156,25.15999984741211
2019-07-03,24.51000022888184,24.649999618530277,24.649999618530277
2019-07-05,24.549999237060547,24.549999237060547,24.36000061035156
2019-07-08,25.190000534057617,25.200000762939453,24.489999771118164
2019-07-09,25.0,25.1299991607666,25.059999465942383
2019-07-10,25.3799991607666,25.450000762939453,25.25
2019-07-11,25.239999771118164,25.36000061035156,25.31999969482422
2019-07-12,25.01000022888184,25.440000534057617,25.34000015258789
2019-07-15,24.690000534057617,25.059999465942383,25.030000686645508
2019-07-16,24.09000015258789,24.649999618530277,24.6299991607666
2019-07-17,23.190000534057617,24.270000457763672,24.100000381469727
2019-07-18,23.309999465942383,23.32999992370605,23.1299991607666
2019-07-19,23.559999465942383,23.770000457763672,23.299999237060547
2019-07-22,23.959999084472656,24.149999618530277,23.700000762939453
2019-07-23,24.309999465942383,24.520000457763672,23.959999084472656
2019-07-24,24.86000061035156,25.0,24.299999237060547
2019-07-25,24.6200008392334,25.020000457763672,25.0
2019-07-26,24.84000015258789,24.90999984741211,24.489999771118164
2019-07-29,24.09000015258789,24.82999992370605,24.790000915527344
2019-07-30,24.51000022888184,24.56999969482422,23.920000076293945
2019-07-31,25.38999938964844,25.950000762939453,24.899999618530277
2019-08-01,25.270000457763672,25.790000915527344,24.940000534057617
2019-08-02,24.07999992370605,25.3700008392334,25.3700008392334
2019-08-05,23.809999465942383,23.950000762939453,23.59000015258789
2019-08-06,23.690000534057617,24.18000030517578,24.01000022888184
2019-08-07,23.36000061035156,23.459999084472656,23.07999992370605
2019-08-08,24.13999938964844,24.15999984741211,23.399999618530277
2019-08-09,23.68000030517578,24.11000061035156,24.100000381469727
2019-08-12,23.420000076293945,23.93000030517578,23.5
2019-08-13,23.56999969482422,23.96999931335449,23.309999465942383
2019-08-14,22.01000022888184,23.01000022888184,22.93000030517578
2019-08-15,20.709999084472656,21.86000061035156,21.770000457763672
2019-08-16,21.059999465942383,21.299999237060547,20.8700008392334
2019-08-19,21.420000076293945,21.700000762939453,21.5
2019-08-20,21.11000061035156,21.290000915527344,21.280000686645508
2019-08-21,21.239999771118164,21.399999618530277,21.290000915527344
2019-08-22,21.43000030517578,21.959999084472656,21.280000686645508
2019-08-23,20.8799991607666,21.850000381469727,21.040000915527344
2019-08-26,21.299999237060547,21.479999542236328,21.200000762939453
2019-08-27,21.290000915527344,21.81999969482422,21.559999465942383
2019-08-28,21.63999938964844,21.989999771118164,21.350000381469727
2019-08-29,21.8799991607666,22.270000457763672,21.86000061035156
2019-08-30,21.690000534057617,22.200000762939453,22.030000686645508
2019-09-03,22.149999618530277,22.209999084472656,21.270000457763672
2019-09-04,22.61000061035156,22.690000534057617,22.450000762939453
2019-09-05,23.520000457763672,24.040000915527344,23.040000915527344
2019-09-06,23.530000686645508,23.649999618530277,23.3799991607666
2019-09-09,24.18000030517578,24.290000915527344,23.65999984741211
2019-09-10,24.11000061035156,24.729999542236328,24.3799991607666
2019-09-11,22.290000915527344,23.700000762939453,23.25
2019-09-12,22.63999938964844,22.8799991607666,21.649999618530277
2019-09-13,22.71999931335449,23.0,22.959999084472656
2019-09-16,23.809999465942383,23.88999938964844,23.530000686645508
2019-09-17,23.3799991607666,23.700000762939453,23.38999938964844
2019-09-18,23.229999542236328,23.739999771118164,23.350000381469727
2019-09-19,23.209999084472656,23.530000686645508,23.459999084472656
2019-09-20,23.59000015258789,23.600000381469727,23.270000457763672
2019-09-23,23.899999618530277,24.38999938964844,23.450000762939453
2019-09-24,23.649999618530277,24.11000061035156,23.690000534057617
2019-09-25,24.290000915527344,24.290000915527344,23.399999618530277
2019-09-26,23.93000030517578,24.18000030517578,24.07999992370605
2019-09-27,24.040000915527344,24.3799991607666,23.84000015258789
2019-09-30,23.200000762939453,24.01000022888184,23.8799991607666
2019-10-01,22.670000076293945,23.38999938964844,23.3799991607666
2019-10-02,22.13999938964844,22.649999618530277,22.649999618530277
2019-10-03,22.690000534057617,22.700000762939453,22.030000686645508
2019-10-04,22.46999931335449,22.799999237060547,22.690000534057617
2019-10-07,21.899999618530277,22.549999237060547,22.489999771118164
2019-10-08,21.3799991607666,21.81999969482422,21.690000534057617
2019-10-09,21.61000061035156,21.670000076293945,21.6299991607666
2019-10-10,21.799999237060547,21.959999084472656,21.729999542236328
2019-10-11,22.229999542236328,22.489999771118164,22.1200008392334
2019-10-14,22.31999969482422,22.38999938964844,21.920000076293945
2019-10-15,22.299999237060547,22.690000534057617,22.31999969482422
2019-10-16,21.989999771118164,22.420000076293945,22.309999465942383
2019-10-17,22.07999992370605,22.559999465942383,22.170000076293945
2019-10-18,22.07999992370605,22.07999992370605,22.07999992370605
2019-10-21,22.1200008392334,22.32999992370605,21.76000022888184
2019-10-22,22.6299991607666,22.86000061035156,22.280000686645508
2019-10-23,23.1200008392334,23.200000762939453,22.5
2019-10-24,22.32999992370605,23.06999969482422,23.049999237060547
2019-10-25,22.3799991607666,22.61000061035156,22.299999237060547
2019-10-28,21.989999771118164,22.690000534057617,22.549999237060547
2019-10-29,21.899999618530277,22.489999771118164,21.81999969482422
2019-10-30,21.6200008392334,23.1200008392334,22.530000686645508
2019-10-31,21.399999618530277,21.520000457763672,21.46999931335449
2019-11-01,21.899999618530277,21.96999931335449,21.5
2019-11-04,22.350000381469727,22.549999237060547,22.07999992370605
2019-11-05,22.6299991607666,22.790000915527344,22.239999771118164
2019-11-06,21.950000762939453,22.68000030517578,22.56999969482422
2019-11-07,22.07999992370605,22.34000015258789,22.01000022888184
2019-11-08,22.25,22.270000457763672,21.8700008392334
2019-11-11,22.209999084472656,22.31999969482422,21.899999618530277
2019-11-12,22.09000015258789,22.450000762939453,22.38999938964844
2019-11-13,21.63999938964844,22.030000686645508,21.959999084472656
2019-11-14,21.88999938964844,22.01000022888184,21.63999938964844
2019-11-15,22.690000534057617,22.850000381469727,22.1299991607666
2019-11-18,22.170000076293945,22.57999992370605,22.57999992370605
2019-11-19,22.01000022888184,22.34000015258789,22.149999618530277
2019-11-20,22.420000076293945,22.790000915527344,22.26000022888184
2019-11-21,22.59000015258789,22.700000762939453,22.57999992370605
2019-11-22,22.420000076293945,23.049999237060547,22.59000015258789
2019-11-25,22.540000915527344,22.75,22.299999237060547
2019-11-26,22.61000061035156,22.709999084472656,22.559999465942383
2019-11-27,22.549999237060547,22.670000076293945,22.520000457763672
2019-11-29,22.420000076293945,22.670000076293945,22.31999969482422
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2019-12-03,21.31999969482422,21.93000030517578,21.81999969482422
2019-12-04,22.170000076293945,22.170000076293945,21.520000457763672
2019-12-05,22.13999938964844,22.440000534057617,22.31999969482422
2019-12-06,22.209999084472656,22.540000915527344,22.13999938964844
2019-12-09,22.25,22.690000534057617,22.1299991607666
2019-12-10,22.34000015258789,22.93000030517578,22.850000381469727
2019-12-11,22.68000030517578,22.71999931335449,22.3799991607666
2019-12-12,23.76000022888184,23.88999938964844,22.88999938964844
2019-12-13,23.63999938964844,24.049999237060547,23.989999771118164
2019-12-16,23.950000762939453,24.25,23.8799991607666
2019-12-17,24.3700008392334,24.3799991607666,23.940000534057617
2019-12-18,24.729999542236328,24.899999618530277,24.3799991607666
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2019-12-20,25.09000015258789,25.280000686645508,25.06999969482422
2019-12-23,25.51000022888184,25.600000381469727,25.020000457763672
2019-12-24,25.479999542236328,25.739999771118164,25.420000076293945
2019-12-26,25.559999465942383,25.71999931335449,25.709999084472656
2019-12-27,25.489999771118164,25.809999465942383,25.65999984741211
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2019-12-31,25.6299991607666,25.63999938964844,25.399999618530277
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2020-01-15,23.31999969482422,23.950000762939453,23.790000915527344
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2020-02-07,22.450000762939453,22.549999237060547,21.979999542236328
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2019-03-04,26.666626487305678,27.09000015258789
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2019-10-15,22.340406458825168,22.299999237060547
2019-10-16,22.27739792798709,21.989999771118164
2019-10-17,22.23229933407267,22.07999992370605
2019-10-18,22.1921982777527,22.07999992370605
2019-10-21,22.161632542146044,22.1200008392334
2019-10-22,22.198393716055648,22.6299991607666
2019-10-23,22.293547483436335,23.1200008392334
2019-10-24,22.281612022382287,22.32999992370605
2019-10-25,22.277611749027564,22.3799991607666
2019-10-28,22.22583796442592,21.989999771118164
2019-10-29,22.168309219437617,21.899999618530277
2019-10-30,22.08188386412605,21.6200008392334
2019-10-31,21.976856390243665,21.399999618530277
2019-11-01,21.94497758418545,21.899999618530277
2019-11-04,21.973083831630987,22.350000381469727
2019-11-05,22.034212732584862,22.6299991607666
2019-11-06,22.005276981987237,21.950000762939453
2019-11-07,21.995957344279837,22.07999992370605
2019-11-08,22.00937915922371,22.25
2019-11-11,22.01713162526702,22.209999084472656
2019-11-12,22.009734561742636,22.09000015258789
2019-11-13,21.947403698461308,21.63999938964844
2019-11-14,21.9227940488725,21.88999938964844
2019-11-15,22.0010169868413,22.690000534057617
2019-11-18,22.007407590471875,22.170000076293945
2019-11-19,21.993697794329478,22.01000022888184
2019-11-20,22.032964446641554,22.420000076293945
2019-11-21,22.09016674244627,22.59000015258789
2019-11-22,22.121078766647173,22.420000076293945
2019-11-25,22.164359514097278,22.540000915527344
2019-11-26,22.212540198374242,22.61000061035156
2019-11-27,22.248866558759165,22.549999237060547
2019-11-29,22.265677277286677,22.420000076293945
2019-12-02,22.24606751982591,22.13999938964844
2019-12-03,22.1260716385313,21.31999969482422
2019-12-04,22.12384398174959,22.170000076293945
2019-12-05,22.11834042569058,22.13999938964844
2019-12-06,22.1223551068447,22.209999084472656
2019-12-09,22.131228189700483,22.25
2019-12-10,22.15072597142105,22.34000015258789
2019-12-11,22.211032682620015,22.68000030517578
2019-12-12,22.400620409418437,23.76000022888184
2019-12-13,22.557208023161742,23.63999938964844
2019-12-16,22.73745933785372,23.950000762939453
2019-12-17,22.952695061591044,24.3700008392334
2019-12-18,23.191906623645167,24.729999542236328
2019-12-19,23.43761866099798,24.96999931335449
2019-12-20,23.674011425546524,25.09000015258789
2019-12-23,23.93922503537875,25.51000022888184
2019-12-24,24.17411334364665,25.479999542236328
2019-12-26,24.39509628109971,25.559999465942383
2019-12-27,24.58459295098367,25.489999771118164
2019-12-30,24.77167750187937,25.6299991607666
2019-12-31,24.938973437299587,25.6299991607666
2020-01-02,25.08575820164139,25.61000061035156
2020-01-03,25.220141978917056,25.63999938964844
2020-01-06,25.324508591305804,25.520000457763672
2020-01-07,25.362962547459475,25.09000015258789
2020-01-08,25.355520262513423,24.770000457763672
2020-01-09,25.380285105461404,25.040000915527344
2020-01-10,25.378064563878077,24.86000061035156
2020-01-13,25.31777338506598,24.40999984741211
2020-01-14,25.21253311213217,24.020000457763672
2020-01-15,25.02806142461131,23.31999969482422
2020-01-16,24.883240537996038,23.51000022888184
2020-01-17,24.763274584714523,23.61000061035156
2020-01-21,24.54360279409951,22.729999542236328
2020-01-22,24.337569186022563,22.68000030517578
2020-01-23,24.185327056573573,22.959999084472656
2020-01-24,24.0345083680725,22.86000061035156
2020-01-27,23.79648889579861,22.049999237060547
2020-01-28,23.562190988367885,21.899999618530277
2020-01-29,23.29778587412869,21.479999542236328
2020-01-30,23.16746772044011,22.350000381469727
2020-01-31,22.963859499113482,21.65999984741211
2020-02-03,22.76151828478868,21.51000022888184
2020-02-04,22.554260090175237,21.309999465942383
2020-02-05,22.435133061763633,21.850000381469727
2020-02-06,22.375896368399065,22.229999542236328
2020-02-07,22.3509208221557,22.450000762939453
"
3339,US,technical,"During October 12, 2019 to March 02, 2020, count the number of times Steel Dynamics's close price break below the 30-day Double Exponential Moving Average line. (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",9.0,medium,moving average,DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1),"date,close,high,open
2019-03-12,36.34999847412109,36.52000045776367,35.790000915527344
2019-03-13,36.5,36.650001525878906,36.47999954223633
2019-03-14,35.119998931884766,36.34000015258789,36.34000015258789
2019-03-15,35.119998931884766,35.84000015258789,35.0
2019-03-18,34.95000076293945,35.97999954223633,35.22999954223633
2019-03-19,35.459999084472656,35.84000015258789,35.119998931884766
2019-03-20,35.18000030517578,35.61000061035156,35.4900016784668
2019-03-21,35.79999923706055,36.08000183105469,35.0099983215332
2019-03-22,33.970001220703125,35.619998931884766,35.459999084472656
2019-03-25,34.029998779296875,34.31999969482422,34.040000915527344
2019-03-26,34.209999084472656,34.52000045776367,34.189998626708984
2019-03-27,34.63999938964844,34.68000030517578,34.25
2019-03-28,34.66999816894531,34.72999954223633,34.47999954223633
2019-03-29,35.27000045776367,35.59000015258789,34.95000076293945
2019-04-01,35.66999816894531,35.9900016784668,35.66999816894531
2019-04-02,35.38999938964844,35.90999984741211,35.83000183105469
2019-04-03,35.43000030517578,36.13999938964844,35.810001373291016
2019-04-04,35.22999954223633,35.540000915527344,35.29999923706055
2019-04-05,35.810001373291016,35.88999938964844,35.310001373291016
2019-04-08,35.84000015258789,35.900001525878906,35.650001525878906
2019-04-09,34.68000030517578,35.529998779296875,35.52000045776367
2019-04-10,34.66999816894531,34.97999954223633,34.7599983215332
2019-04-11,33.79999923706055,34.529998779296875,34.470001220703125
2019-04-12,33.869998931884766,34.31999969482422,34.09000015258789
2019-04-15,33.65999984741211,34.279998779296875,33.9900016784668
2019-04-16,34.060001373291016,34.119998931884766,33.70000076293945
2019-04-17,34.15999984741211,34.9900016784668,34.400001525878906
2019-04-18,33.959999084472656,34.31999969482422,34.2599983215332
2019-04-22,32.279998779296875,33.95000076293945,33.689998626708984
2019-04-23,32.81999969482422,33.130001068115234,32.16999816894531
2019-04-24,32.47999954223633,32.959999084472656,32.900001525878906
2019-04-25,31.59000015258789,32.56999969482422,32.52000045776367
2019-04-26,31.57999992370605,31.82999992370605,31.59000015258789
2019-04-29,31.979999542236328,32.09000015258789,31.530000686645508
2019-04-30,31.68000030517578,32.09000015258789,31.96999931335449
2019-05-01,31.489999771118164,31.86000061035156,31.71999931335449
2019-05-02,31.729999542236328,31.940000534057617,31.21999931335449
2019-05-03,33.099998474121094,33.33000183105469,32.15999984741211
2019-05-06,32.59000015258789,32.810001373291016,32.290000915527344
2019-05-07,32.189998626708984,32.34000015258789,32.119998931884766
2019-05-08,32.619998931884766,33.220001220703125,32.34000015258789
2019-05-09,32.41999816894531,32.720001220703125,32.209999084472656
2019-05-10,32.40999984741211,32.689998626708984,32.22999954223633
2019-05-13,30.920000076293945,31.81999969482422,31.65999984741211
2019-05-14,31.280000686645508,31.520000457763672,31.07999992370605
2019-05-15,31.07999992370605,31.13999938964844,30.61000061035156
2019-05-16,30.920000076293945,31.479999542236328,31.100000381469727
2019-05-17,30.020000457763672,30.65999984741211,30.63999938964844
2019-05-20,29.63999938964844,29.959999084472656,29.76000022888184
2019-05-21,30.32999992370605,30.71999931335449,29.709999084472656
2019-05-22,29.049999237060547,30.26000022888184,30.25
2019-05-23,27.200000762939453,28.299999237060547,27.850000381469727
2019-05-24,27.149999618530277,27.540000915527344,27.489999771118164
2019-05-28,27.209999084472656,27.38999938964844,27.26000022888184
2019-05-29,26.71999931335449,26.979999542236328,26.959999084472656
2019-05-30,25.56999969482422,26.57999992370605,26.280000686645508
2019-05-31,25.149999618530277,25.700000762939453,25.399999618530277
2019-06-03,26.209999084472656,26.26000022888184,25.1200008392334
2019-06-04,26.5,26.920000076293945,26.63999938964844
2019-06-05,26.200000762939453,26.65999984741211,26.59000015258789
2019-06-06,26.0,26.3700008392334,26.13999938964844
2019-06-07,25.93000030517578,26.149999618530277,26.030000686645508
2019-06-10,26.059999465942383,26.530000686645508,26.239999771118164
2019-06-11,26.6299991607666,26.8799991607666,26.770000457763672
2019-06-12,26.030000686645508,26.5,26.440000534057617
2019-06-13,26.670000076293945,26.90999984741211,26.15999984741211
2019-06-14,26.43000030517578,26.729999542236328,26.43000030517578
2019-06-17,26.229999542236328,26.729999542236328,26.21999931335449
2019-06-18,28.600000381469727,28.90999984741211,26.8700008392334
2019-06-19,29.709999084472656,30.170000076293945,29.309999465942383
2019-06-20,29.07999992370605,30.559999465942383,30.100000381469727
2019-06-21,29.15999984741211,29.479999542236328,29.059999465942383
2019-06-24,29.149999618530277,29.200000762939453,29.09000015258789
2019-06-25,29.8700008392334,30.399999618530277,29.290000915527344
2019-06-26,30.530000686645508,30.65999984741211,30.040000915527344
2019-06-27,30.36000061035156,30.84000015258789,30.520000457763672
2019-06-28,30.200000762939453,30.76000022888184,30.5
2019-07-01,30.68000030517578,30.989999771118164,30.989999771118164
2019-07-02,30.149999618530277,30.56999969482422,30.489999771118164
2019-07-03,30.1299991607666,30.489999771118164,30.149999618530277
2019-07-05,30.600000381469727,30.649999618530277,29.76000022888184
2019-07-08,29.649999618530277,30.8700008392334,30.290000915527344
2019-07-09,29.82999992370605,29.850000381469727,29.450000762939453
2019-07-10,29.170000076293945,30.38999938964844,30.170000076293945
2019-07-11,29.32999992370605,29.520000457763672,29.18000030517578
2019-07-12,30.11000061035156,30.209999084472656,29.489999771118164
2019-07-15,30.450000762939453,30.51000022888184,30.25
2019-07-16,31.149999618530277,31.86000061035156,30.559999465942383
2019-07-17,30.68000030517578,31.09000015258789,31.01000022888184
2019-07-18,30.709999084472656,30.86000061035156,30.63999938964844
2019-07-19,31.46999931335449,31.809999465942383,31.020000457763672
2019-07-22,31.540000915527344,32.04999923706055,31.809999465942383
2019-07-23,32.099998474121094,32.43000030517578,31.5
2019-07-24,32.0,32.209999084472656,31.34000015258789
2019-07-25,32.22999954223633,32.279998779296875,32.09000015258789
2019-07-26,32.599998474121094,32.650001525878906,32.25
2019-07-29,32.61000061035156,32.86000061035156,32.560001373291016
2019-07-30,32.86000061035156,32.869998931884766,32.290000915527344
2019-07-31,31.51000022888184,32.970001220703125,32.79999923706055
2019-08-01,30.309999465942383,31.68000030517578,31.34000015258789
2019-08-02,29.649999618530277,30.36000061035156,30.09000015258789
2019-08-05,28.8700008392334,29.040000915527344,28.959999084472656
2019-08-06,29.100000381469727,29.170000076293945,28.989999771118164
2019-08-07,28.93000030517578,29.020000457763672,28.51000022888184
2019-08-08,29.309999465942383,29.459999084472656,29.040000915527344
2019-08-09,28.190000534057617,29.13999938964844,29.030000686645508
2019-08-12,27.3799991607666,28.040000915527344,27.93000030517578
2019-08-13,27.8799991607666,28.65999984741211,27.399999618530277
2019-08-14,26.65999984741211,27.36000061035156,27.18000030517578
2019-08-15,26.520000457763672,26.799999237060547,26.76000022888184
2019-08-16,27.299999237060547,27.56999969482422,26.61000061035156
2019-08-19,28.270000457763672,28.350000381469727,27.799999237060547
2019-08-20,27.88999938964844,28.32999992370605,28.11000061035156
2019-08-21,27.809999465942383,28.280000686645508,28.280000686645508
2019-08-22,27.459999084472656,28.46999931335449,27.88999938964844
2019-08-23,26.540000915527344,27.440000534057617,27.26000022888184
2019-08-26,26.6200008392334,26.899999618530277,26.350000381469727
2019-08-27,25.899999618530277,26.739999771118164,26.739999771118164
2019-08-28,26.549999237060547,27.09000015258789,25.93000030517578
2019-08-29,26.93000030517578,27.56999969482422,26.979999542236328
2019-08-30,27.0,27.520000457763672,27.280000686645508
2019-09-03,26.65999984741211,26.920000076293945,26.649999618530277
2019-09-04,27.06999969482422,27.25,27.09000015258789
2019-09-05,28.049999237060547,28.190000534057617,27.43000030517578
2019-09-06,27.38999938964844,27.90999984741211,27.81999969482422
2019-09-09,28.96999931335449,29.1299991607666,27.600000381469727
2019-09-10,30.780000686645508,30.81999969482422,29.170000076293945
2019-09-11,31.81999969482422,31.940000534057617,30.700000762939453
2019-09-12,31.90999984741211,32.20000076293945,31.729999542236328
2019-09-13,31.6200008392334,32.470001220703125,32.36000061035156
2019-09-16,31.790000915527344,32.06999969482422,31.270000457763672
2019-09-17,30.959999084472656,31.290000915527344,31.290000915527344
2019-09-18,30.520000457763672,31.32999992370605,30.57999992370605
2019-09-19,30.670000076293945,31.100000381469727,30.0
2019-09-20,30.350000381469727,30.979999542236328,30.71999931335449
2019-09-23,30.479999542236328,30.700000762939453,29.709999084472656
2019-09-24,29.540000915527344,30.549999237060547,30.479999542236328
2019-09-25,30.31999969482422,30.450000762939453,29.3700008392334
2019-09-26,29.11000061035156,30.489999771118164,30.13999938964844
2019-09-27,29.3799991607666,29.68000030517578,29.13999938964844
2019-09-30,29.799999237060547,29.96999931335449,29.26000022888184
2019-10-01,29.020000457763672,31.06999969482422,30.100000381469727
2019-10-02,28.059999465942383,28.739999771118164,28.739999771118164
2019-10-03,28.26000022888184,28.600000381469727,27.950000762939453
2019-10-04,28.670000076293945,28.690000534057617,28.31999969482422
2019-10-07,28.299999237060547,28.940000534057617,28.6200008392334
2019-10-08,27.6200008392334,28.149999618530277,27.899999618530277
2019-10-09,28.13999938964844,28.280000686645508,28.06999969482422
2019-10-10,29.18000030517578,29.25,28.479999542236328
2019-10-11,30.3799991607666,30.799999237060547,29.959999084472656
2019-10-14,29.63999938964844,30.1299991607666,30.049999237060547
2019-10-15,30.07999992370605,30.459999084472656,29.709999084472656
2019-10-16,28.84000015258789,30.229999542236328,29.90999984741211
2019-10-17,28.709999084472656,29.209999084472656,28.979999542236328
2019-10-18,28.709999084472656,29.11000061035156,28.920000076293945
2019-10-21,28.6200008392334,29.899999618530277,29.399999618530277
2019-10-22,29.96999931335449,30.020000457763672,28.739999771118164
2019-10-23,29.799999237060547,30.1299991607666,29.950000762939453
2019-10-24,30.290000915527344,30.34000015258789,30.15999984741211
2019-10-25,30.649999618530277,30.899999618530277,30.38999938964844
2019-10-28,30.950000762939453,31.489999771118164,30.920000076293945
2019-10-29,30.86000061035156,31.229999542236328,30.780000686645508
2019-10-30,30.770000457763672,30.809999465942383,30.709999084472656
2019-10-31,30.36000061035156,30.59000015258789,30.489999771118164
2019-11-01,31.600000381469727,31.8700008392334,31.1299991607666
2019-11-04,31.59000015258789,32.25,31.8700008392334
2019-11-05,31.43000030517578,32.15999984741211,31.850000381469727
2019-11-06,30.84000015258789,31.350000381469727,31.309999465942383
2019-11-07,31.6200008392334,31.75,31.26000022888184
2019-11-08,31.6200008392334,31.75,31.440000534057617
2019-11-11,32.220001220703125,32.2400016784668,31.31999969482422
2019-11-12,32.25,32.66999816894531,32.16999816894531
2019-11-13,31.350000381469727,32.38999938964844,31.96999931335449
2019-11-14,31.32999992370605,31.68000030517578,31.309999465942383
2019-11-15,31.81999969482422,32.209999084472656,31.59000015258789
2019-11-18,31.88999938964844,31.959999084472656,31.57999992370605
2019-11-19,31.459999084472656,32.38999938964844,32.290000915527344
2019-11-20,31.5,32.09000015258789,31.40999984741211
2019-11-21,31.790000915527344,31.959999084472656,31.6299991607666
2019-11-22,32.599998474121094,32.63999938964844,32.0099983215332
2019-11-25,33.349998474121094,33.599998474121094,32.650001525878906
2019-11-26,33.689998626708984,33.720001220703125,33.43000030517578
2019-11-27,33.970001220703125,34.0,33.91999816894531
2019-11-29,33.72999954223633,34.45000076293945,33.95000076293945
2019-12-02,34.150001525878906,34.540000915527344,33.91999816894531
2019-12-03,33.7599983215332,33.97999954223633,33.97999954223633
2019-12-04,34.040000915527344,34.41999816894531,34.040000915527344
2019-12-05,34.43000030517578,34.54999923706055,34.08000183105469
2019-12-06,35.099998474121094,35.31999969482422,34.95000076293945
2019-12-09,35.06999969482422,35.779998779296875,35.77000045776367
2019-12-10,34.880001068115234,35.34000015258789,34.79999923706055
2019-12-11,34.7400016784668,35.08000183105469,34.779998779296875
2019-12-12,35.06999969482422,35.36000061035156,34.290000915527344
2019-12-13,34.68000030517578,35.380001068115234,34.869998931884766
2019-12-16,33.970001220703125,35.20000076293945,35.04999923706055
2019-12-17,34.88999938964844,35.02000045776367,34.02000045776367
2019-12-18,34.84000015258789,34.900001525878906,34.56999969482422
2019-12-19,34.59000015258789,35.0,34.81999969482422
2019-12-20,34.93000030517578,35.209999084472656,34.77000045776367
2019-12-23,34.400001525878906,34.959999084472656,34.849998474121094
2019-12-24,34.630001068115234,34.869998931884766,34.540000915527344
2019-12-26,34.689998626708984,34.939998626708984,34.66999816894531
2019-12-27,34.529998779296875,34.86000061035156,34.86000061035156
2019-12-30,34.060001373291016,34.709999084472656,34.400001525878906
2019-12-31,34.040000915527344,34.400001525878906,34.04999923706055
2020-01-02,33.79999923706055,34.40999984741211,34.400001525878906
2020-01-03,33.20000076293945,33.4900016784668,33.29999923706055
2020-01-06,33.099998474121094,33.4900016784668,33.09000015258789
2020-01-07,33.83000183105469,34.2400016784668,33.09000015258789
2020-01-08,33.86000061035156,34.33000183105469,33.66999816894531
2020-01-09,33.540000915527344,34.02000045776367,34.02000045776367
2020-01-10,32.689998626708984,33.619998931884766,33.560001373291016
2020-01-13,33.25,33.70000076293945,32.83000183105469
2020-01-14,33.61000061035156,33.7400016784668,33.189998626708984
2020-01-15,33.029998779296875,33.709999084472656,33.470001220703125
2020-01-16,32.959999084472656,33.400001525878906,33.36000061035156
2020-01-17,33.209999084472656,33.599998474121094,33.22999954223633
2020-01-21,31.920000076293945,33.45000076293945,33.45000076293945
2020-01-22,32.06999969482422,32.439998626708984,32.189998626708984
2020-01-23,31.6299991607666,33.0,32.849998474121094
2020-01-24,30.75,31.34000015258789,31.34000015258789
2020-01-27,30.34000015258789,30.59000015258789,30.049999237060547
2020-01-28,30.700000762939453,30.989999771118164,30.780000686645508
2020-01-29,30.270000457763672,31.01000022888184,30.690000534057617
2020-01-30,30.450000762939453,30.450000762939453,30.25
2020-01-31,29.8799991607666,30.31999969482422,30.190000534057617
2020-02-03,30.01000022888184,30.40999984741211,30.18000030517578
2020-02-04,29.940000534057617,30.850000381469727,30.729999542236328
2020-02-05,30.1200008392334,30.459999084472656,30.36000061035156
2020-02-06,29.450000762939453,30.57999992370605,30.440000534057617
2020-02-07,29.020000457763672,29.350000381469727,29.13999938964844
2020-02-10,29.11000061035156,29.38999938964844,28.82999992370605
2020-02-11,29.68000030517578,30.030000686645508,29.32999992370605
2020-02-12,29.399999618530277,30.1200008392334,29.96999931335449
2020-02-13,29.11000061035156,29.559999465942383,29.209999084472656
2020-02-14,28.440000534057617,29.459999084472656,29.239999771118164
2020-02-18,28.71999931335449,28.90999984741211,28.299999237060547
2020-02-19,29.1299991607666,29.40999984741211,28.8700008392334
2020-02-20,29.350000381469727,29.43000030517578,29.190000534057617
2020-02-21,29.690000534057617,29.790000915527344,29.020000457763672
2020-02-24,29.31999969482422,29.670000076293945,28.25
2020-02-25,28.049999237060547,29.530000686645508,29.399999618530277
2020-02-26,27.86000061035156,28.600000381469727,28.21999931335449
2020-02-27,26.88999938964844,27.959999084472656,27.350000381469727
2020-02-28,26.6299991607666,26.81999969482422,25.920000076293945
2020-03-02,27.290000915527344,27.299999237060547,26.61000061035156
","date,30-day,close
2019-06-04,27.143191075608605,26.5
2019-06-05,26.87140532871161,26.200000762939453
2019-06-06,26.60578875955844,26.0
2019-06-07,26.362077361977843,25.93000030517578
2019-06-10,26.163232726909687,26.059999465942383
2019-06-11,26.059963936319377,26.6299991607666
2019-06-12,25.897041221560595,26.030000686645508
2019-06-13,25.834932752784344,26.670000076293945
2019-06-14,25.754086836571055,26.43000030517578
2019-06-17,25.661175438846083,26.229999542236328
2019-06-18,25.878175346894853,28.600000381469727
2019-06-19,26.21801308588307,29.709999084472656
2019-06-20,26.45128216308541,29.07999992370605
2019-06-21,26.676354125431274,29.15999984741211
2019-06-24,26.882410395727817,29.149999618530277
2019-06-25,27.162081391248087,29.8700008392334
2019-06-26,27.500515279608067,30.530000686645508
2019-06-27,27.788070776573324,30.36000061035156
2019-06-28,28.030445293319886,30.200000762939453
2019-07-01,28.311522437472536,30.68000030517578
2019-07-02,28.501178740600245,30.149999618530277
2019-07-03,28.671518157364538,30.1299991607666
2019-07-05,28.885347002314333,30.600000381469727
2019-07-08,28.96098548365321,29.649999618530277
2019-07-09,29.0525235231606,29.82999992370605
2019-07-10,29.0534531955211,29.170000076293945
2019-07-11,29.074731055737256,29.32999992370605
2019-07-12,29.19181309352199,30.11000061035156
2019-07-15,29.340552700342823,30.450000762939453
2019-07-16,29.562745899362188,31.149999618530277
2019-07-17,29.705111744991136,30.68000030517578
2019-07-18,29.837504132015383,30.709999084472656
2019-07-19,30.05189747724228,31.46999931335449
2019-07-22,30.254163245130947,31.540000915527344
2019-07-23,30.506451037542195,32.099998474121094
2019-07-24,30.721381741256696,32.0
2019-07-25,30.943516122034254,32.22999954223633
2019-07-26,31.18946910823707,32.599998474121094
2019-07-29,31.411830018963144,32.61000061035156
2019-07-30,31.64262940323597,32.86000061035156
2019-07-31,31.681101537705835,31.51000022888184
2019-08-01,31.564213471421887,30.309999465942383
2019-08-02,31.37428662287228,29.649999618530277
2019-08-05,31.103500482223772,28.8700008392334
2019-08-06,30.885950848728463,29.100000381469727
2019-08-07,30.666905008152128,28.93000030517578
2019-08-08,30.515432301133796,29.309999465942383
2019-08-09,30.238002384620422,28.190000534057617
2019-08-12,29.88554584769543,27.3799991607666
2019-08-13,29.62910658203295,27.8799991607666
2019-08-14,29.24506727952541,26.65999984741211
2019-08-15,28.88074131709554,26.520000457763672
2019-08-16,28.649480917173353,27.299999237060547
2019-08-19,28.562604979014523,28.270000457763672
2019-08-20,28.437908610387666,27.88999938964844
2019-08-21,28.316512904099557,27.809999465942383
2019-08-22,28.16446307213567,27.459999084472656
2019-08-23,27.913587375043356,26.540000915527344
2019-08-26,27.698310771247332,26.6200008392334
2019-08-27,27.41552095854714,25.899999618530277
2019-08-28,27.242900392868368,26.549999237060547
2019-08-29,27.13640156645292,26.93000030517578
2019-08-30,27.05108298717967,27.0
2019-09-03,26.933749714101552,26.65999984741211
2019-09-04,26.88112505183724,27.06999969482422
2019-09-05,26.958230257535494,28.049999237060547
2019-09-06,26.947837512708112,27.38999938964844
2019-09-09,27.137877408600573,28.96999931335449
2019-09-10,27.537827673802962,30.780000686645508
2019-09-11,28.031195775850854,31.81999969482422
2019-09-12,28.489965607077405,31.90999984741211
2019-09-13,28.869472042084094,31.6200008392334
2019-09-16,29.23426604435724,31.790000915527344
2019-09-17,29.46050379219265,30.959999084472656
2019-09-18,29.60979004806531,30.520000457763672
2019-09-19,29.762953978399686,30.670000076293945
2019-09-20,29.860809427331926,30.350000381469727
2019-09-23,29.964714833846546,30.479999542236328
2019-09-24,29.940412805238097,29.540000915527344
2019-09-25,30.014877113143477,30.31999969482422
2019-09-26,29.93022059195558,29.11000061035156
2019-09-27,29.886435796746813,29.3799991607666
2019-09-30,29.898455827798607,29.799999237060547
2019-10-01,29.811166718782978,29.020000457763672
2019-10-02,29.611609044750953,28.059999465942383
2019-10-03,29.455485891136565,28.26000022888184
2019-10-04,29.36507846850465,28.670000076293945
2019-10-07,29.236865090034,28.299999237060547
2019-10-08,29.035850810694807,27.6200008392334
2019-10-09,28.91897611479439,28.13999938964844
2019-10-10,28.943318033327632,29.18000030517578
2019-10-11,29.115449297890322,30.3799991607666
2019-10-14,29.178946301443442,29.63999938964844
2019-10-15,29.291376328943866,30.07999992370605
2019-10-16,29.23821105836398,28.84000015258789
2019-10-17,29.173793821782688,28.709999084472656
2019-10-18,29.115489893672276,28.709999084472656
2019-10-21,29.051540511563676,28.6200008392334
2019-10-22,29.162354484354395,29.96999931335449
2019-10-23,29.241464912322886,29.799999237060547
2019-10-24,29.374208105492986,30.290000915527344
2019-10-25,29.53914051033851,30.649999618530277
2019-10-28,29.725562702052294,30.950000762939453
2019-10-29,29.882564572150415,30.86000061035156
2019-10-30,30.012791729897327,30.770000457763672
2019-10-31,30.078712534150355,30.36000061035156
2019-11-01,30.292411307527857,31.600000381469727
2019-11-04,30.48361942120156,31.59000015258789
2019-11-05,30.63557734506803,31.43000030517578
2019-11-06,30.6981936692112,30.84000015258789
2019-11-07,30.850979971953524,31.6200008392334
2019-11-08,30.987888779524194,31.6200008392334
2019-11-11,31.18525485775743,32.220001220703125
2019-11-12,31.366028750329292,32.25
2019-11-13,31.415525914146126,31.350000381469727
2019-11-14,31.456072176068723,31.32999992370605
2019-11-15,31.55221691051371,31.81999969482422
2019-11-18,31.64621151632472,31.88999938964844
2019-11-19,31.675789641568493,31.459999084472656
2019-11-20,31.70577106817089,31.5
2019-11-21,31.76736462213886,31.790000915527344
2019-11-22,31.922505549393666,32.599998474121094
2019-11-25,32.154746435470884,33.349998474121094
2019-11-26,32.405418247808115,33.689998626708984
2019-11-27,32.66509944132582,33.970001220703125
2019-11-29,32.867816704020804,33.72999954223633
2019-12-02,33.101254984266845,34.150001525878906
2019-12-03,33.26120940188589,33.7599983215332
2019-12-04,33.43823035107995,34.040000915527344
2019-12-05,33.644350670838335,34.43000030517578
2019-12-06,33.91166551758921,35.099998474121094
2019-12-09,34.146801068502825,35.06999969482422
2019-12-10,34.3326928037979,34.880001068115234
2019-12-11,34.480168616162736,34.7400016784668
2019-12-12,34.65151747403051,35.06999969482422
2019-12-13,34.75451267860092,34.68000030517578
2019-12-16,34.75567920036294,33.970001220703125
2019-12-17,34.868309911243955,34.88999938964844
2019-12-18,34.96072331115788,34.84000015258789
2019-12-19,35.009877085032315,34.59000015258789
2019-12-20,35.09360115829888,34.93000030517578
2019-12-23,35.10000874278282,34.400001525878906
2019-12-24,35.131422577071824,34.630001068115234
2019-12-26,35.16431857668939,34.689998626708984
2019-12-27,35.17115340935224,34.529998779296875
2019-12-30,35.1157775373736,34.060001373291016
2019-12-31,35.06042450103437,34.040000915527344
2020-01-02,34.97776706157615,33.79999923706055
2020-01-03,34.82560702538785,33.20000076293945
2020-01-06,34.67319361212839,33.099998474121094
2020-01-07,34.62441935794399,33.83000183105469
2020-01-08,34.582174858088614,33.86000061035156
2020-01-09,34.50224115907901,33.540000915527344
2020-01-10,34.32214388904833,32.689998626708984
2020-01-13,34.227669154032476,33.25
2020-01-14,34.18587533975331,33.61000061035156
2020-01-15,34.07447854843912,33.029998779296875
2020-01-16,33.963903539125155,32.959999084472656
2020-01-17,33.89417492242208,33.209999084472656
2020-01-21,33.66922346458595,31.920000076293945
2020-01-22,33.483811273774585,32.06999969482422
2020-01-23,33.26072390345713,31.6299991607666
2020-01-24,32.94882038972171,30.75
2020-01-27,32.61551537588213,30.34000015258789
2020-01-28,32.35931193749497,30.700000762939453
2020-01-29,32.07449989482803,30.270000457763672
2020-01-30,31.84021801240342,30.450000762939453
2020-01-31,31.558228288805395,29.8799991607666
2020-02-03,31.320698480393048,30.01000022888184
2020-02-04,31.09863258522163,29.940000534057617
2020-02-05,30.92195005720631,30.1200008392334
2020-02-06,30.680329024856626,29.450000762939453
2020-02-07,30.410064053082586,29.020000457763672
2020-02-10,30.17899945648248,29.11000061035156
2020-02-11,30.0435141726674,29.68000030517578
2020-02-12,29.888470196022325,29.399999618530277
2020-02-13,29.714541218238843,29.11000061035156
2020-02-14,29.476151580462847,28.440000534057617
2020-02-18,29.298180263043903,28.71999931335449
2020-02-19,29.191222281713387,29.1299991607666
2020-02-20,29.124836841236398,29.350000381469727
2020-02-21,29.11013394532624,29.690000534057617
2020-02-24,29.053478617736715,29.31999969482422
2020-02-25,28.846422321039444,28.049999237060547
2020-02-26,28.638181037934974,27.86000061035156
2020-02-27,28.33157980246612,26.88999938964844
2020-02-28,28.024797296590567,26.6299991607666
2020-03-02,27.832931459531945,27.290000915527344
"
3340,US,technical,"How many times did the price break below the 60-day Triple Exponential Moving Average line for Merck & Co. from September 04, 2022 to January 03, 2023? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",18.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2021-04-01,73.55915832519531,73.6259536743164
2021-04-05,73.47328186035156,73.96946716308594
2021-04-06,72.3187026977539,73.38740539550781
2021-04-07,72.63359069824219,72.59542083740234
2021-04-08,72.03244018554688,72.59542083740234
2021-04-09,72.81488800048828,72.05152893066406
2021-04-12,72.72901153564453,72.87213897705078
2021-04-13,72.92938995361328,72.4904556274414
2021-04-14,72.90076446533203,72.80534362792969
2021-04-15,73.14885711669922,72.5667953491211
2021-04-16,73.9217529296875,73.71183013916016
2021-04-19,74.1030502319336,74.14122009277344
2021-04-20,74.97137451171875,74.12213897705078
2021-04-21,75.60114288330078,75.31488800048828
2021-04-22,74.38931274414062,75.38167572021484
2021-04-23,74.31298065185547,74.29389190673828
2021-04-26,73.97901153564453,74.29389190673828
2021-04-27,73.8167953491211,73.8740463256836
2021-04-28,73.55915832519531,74.05534362792969
2021-04-29,70.30534362792969,72.04198455810547
2021-04-30,71.08778381347656,70.20992279052734
2021-05-03,72.5,70.85877990722656
2021-05-04,72.5095443725586,72.59542083740234
2021-05-05,74.14122009277344,72.614501953125
2021-05-06,74.21755981445312,73.89312744140625
2021-05-07,74.8187026977539,74.43701934814453
2021-05-10,74.5896987915039,75.20992279052734
2021-05-11,73.91221618652344,74.26526641845703
2021-05-12,74.42748260498047,74.15076446533203
2021-05-13,75.08587646484375,74.32251739501953
2021-05-14,74.7042007446289,75.43893432617188
2021-05-17,76.21183013916016,75.0667953491211
2021-05-18,75.74427795410156,75.70610809326172
2021-05-19,75.72518920898438,75.31488800048828
2021-05-20,76.0114517211914,75.31488800048828
2021-05-21,75.55343627929688,76.26908111572266
2021-05-24,75.4103012084961,75.88740539550781
2021-05-25,73.95037841796875,75.38167572021484
2021-05-26,73.6927490234375,73.99809265136719
2021-05-27,72.4427490234375,73.95037841796875
2021-05-28,72.41412353515625,72.53816986083984
2021-06-01,71.73664093017578,72.57633972167969
2021-06-02,72.39503479003906,71.86068725585938
2021-06-03,73.91000366210938,73.22000122070312
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2022-12-09,110.20380746361765,108.77999877929688
2022-12-12,110.50795540018115,108.97000122070312
2022-12-13,110.9664463247642,110.91000366210938
2022-12-14,111.44554008974868,111.5500030517578
2022-12-15,111.70014899837443,109.62999725341795
2022-12-16,111.8865100713007,109.1999969482422
2022-12-19,112.07284464930389,109.44000244140624
2022-12-20,112.26208604751241,109.70999908447266
2022-12-21,112.56166606157439,111.11000061035156
2022-12-22,112.84363619097877,111.23999786376952
2022-12-23,113.15577076796434,111.86000061035156
2022-12-27,113.46186289356903,112.12000274658205
2022-12-28,113.63857241067447,111.08000183105467
2022-12-29,113.76851779177284,110.81999969482422
2022-12-30,113.89193225071917,110.9499969482422
2023-01-03,114.015065168958,111.13999938964844
"
3341,US,technical,"From February 14, 2022 to February 10, 2023, how many times did Monolithic Power Systems's price break below the 10-day Triple Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",49.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2021-11-17,563.5499877929688,576.1900024414062
2021-11-18,560.9500122070312,568.4500122070312
2021-11-19,570.5900268554688,560.489990234375
2021-11-22,557.8599853515625,572.3099975585938
2021-11-23,545.8400268554688,564.030029296875
2021-11-24,552.5800170898438,538.3499755859375
2021-11-26,535.02001953125,545.5599975585938
2021-11-29,564.3200073242188,544.8099975585938
2021-11-30,553.4600219726562,562.4000244140625
2021-12-01,555.2000122070312,563.3499755859375
2021-12-02,554.4600219726562,552.77001953125
2021-12-03,544.6199951171875,559.1799926757812
2021-12-06,510.2200012207031,544.969970703125
2021-12-07,538.780029296875,523.3400268554688
2021-12-08,539.010009765625,535.7000122070312
2021-12-09,515.5900268554688,536.8300170898438
2021-12-10,503.4100036621094,523.02001953125
2021-12-13,480.010009765625,508.2099914550781
2021-12-14,477.9200134277344,478.05999755859375
2021-12-15,490.3999938964844,480.3999938964844
2021-12-16,475.5,491.55999755859375
2021-12-17,482.989990234375,478.2799987792969
2021-12-20,477.4800109863281,474.3500061035156
2021-12-21,485.4500122070313,484.7000122070313
2021-12-22,492.7999877929688,484.6600036621094
2021-12-23,495.6000061035156,492.0
2021-12-27,511.0899963378906,499.9599914550781
2021-12-28,498.0799865722656,513.6500244140625
2021-12-29,498.3200073242188,498.8200073242188
2021-12-30,491.5,500.489990234375
2021-12-31,493.3299865722656,491.8500061035156
2022-01-03,494.8500061035156,491.7900085449219
2022-01-04,491.25,499.25
2022-01-05,460.5299987792969,487.4400024414063
2022-01-06,465.6099853515625,460.4299926757813
2022-01-07,444.6900024414063,464.4500122070313
2022-01-10,449.3299865722656,438.0
2022-01-11,452.510009765625,452.4400024414063
2022-01-12,448.9100036621094,457.9599914550781
2022-01-13,433.6099853515625,453.2300109863281
2022-01-14,438.1799926757813,428.0499877929688
2022-01-18,416.3500061035156,428.6900024414063
2022-01-19,413.9700012207031,420.30999755859375
2022-01-20,404.1600036621094,419.1600036621094
2022-01-21,397.4299926757813,399.4599914550781
2022-01-24,402.0199890136719,391.2799987792969
2022-01-25,374.8699951171875,389.7699890136719
2022-01-26,378.2099914550781,385.8500061035156
2022-01-27,361.1199951171875,384.2000122070313
2022-01-28,370.8900146484375,362.8500061035156
2022-01-31,402.9299926757813,375.80999755859375
2022-02-01,406.3399963378906,406.55999755859375
2022-02-02,414.5,411.0
2022-02-03,393.1600036621094,398.739990234375
2022-02-04,400.1199951171875,390.6600036621094
2022-02-07,396.9500122070313,401.1300048828125
2022-02-08,405.6000061035156,397.1000061035156
2022-02-09,422.80999755859375,410.9500122070313
2022-02-10,407.2900085449219,411.0799865722656
2022-02-11,424.2900085449219,440.6799926757813
2022-02-14,433.3200073242188,420.6900024414063
2022-02-15,479.2699890136719,441.6700134277344
2022-02-16,487.5700073242188,471.7799987792969
2022-02-17,461.8800048828125,476.0700073242188
2022-02-18,457.3500061035156,463.2699890136719
2022-02-22,450.1099853515625,451.6300048828125
2022-02-23,431.4100036621094,455.1600036621094
2022-02-24,455.1400146484375,415.6400146484375
2022-02-25,461.4400024414063,453.25
2022-02-28,458.7000122070313,457.4500122070313
2022-03-01,436.6000061035156,455.1799926757813
2022-03-02,453.4500122070313,441.25
2022-03-03,430.0,455.6300048828125
2022-03-04,413.7799987792969,425.8699951171875
2022-03-07,381.5,416.510009765625
2022-03-08,394.4400024414063,385.1400146484375
2022-03-09,418.1600036621094,408.1799926757813
2022-03-10,409.05999755859375,406.1900024414063
2022-03-11,395.739990234375,418.989990234375
2022-03-14,385.010009765625,398.1799926757813
2022-03-15,421.8200073242188,385.2900085449219
2022-03-16,440.6799926757813,428.6900024414063
2022-03-17,451.239990234375,435.0899963378906
2022-03-18,469.8800048828125,450.1900024414063
2022-03-21,464.4299926757813,461.8200073242188
2022-03-22,470.1499938964844,466.3399963378906
2022-03-23,463.7200012207031,464.7200012207031
2022-03-24,494.6199951171875,467.0199890136719
2022-03-25,491.5199890136719,493.5700073242188
2022-03-28,499.4200134277344,486.9100036621094
2022-03-29,512.2100219726562,505.2300109863281
2022-03-30,488.3999938964844,510.3200073242188
2022-03-31,485.6799926757813,495.8200073242188
2022-04-01,463.6000061035156,485.25
2022-04-04,474.5299987792969,467.3399963378906
2022-04-05,439.3800048828125,468.6199951171875
2022-04-06,431.25,432.9599914550781
2022-04-07,436.30999755859375,429.8200073242188
2022-04-08,411.5899963378906,430.0899963378906
2022-04-11,396.1099853515625,406.989990234375
2022-04-12,401.0400085449219,406.9299926757813
2022-04-13,420.6400146484375,402.9400024414063
2022-04-14,409.3800048828125,419.260009765625
2022-04-18,425.9200134277344,407.7200012207031
2022-04-19,437.4500122070313,423.4700012207031
2022-04-20,432.1900024414063,442.9400024414063
2022-04-21,415.55999755859375,437.1799926757813
2022-04-22,404.2099914550781,415.1000061035156
2022-04-25,420.1700134277344,400.0
2022-04-26,394.3699951171875,410.6199951171875
2022-04-27,392.3800048828125,391.4599914550781
2022-04-28,412.489990234375,400.9800109863281
2022-04-29,392.239990234375,403.5400085449219
2022-05-02,410.8699951171875,392.8299865722656
2022-05-03,457.4800109863281,445.0
2022-05-04,479.1900024414063,453.1600036621094
2022-05-05,451.9800109863281,471.3500061035156
2022-05-06,444.9400024414063,446.5
2022-05-09,406.739990234375,435.0
2022-05-10,412.7900085449219,419.8599853515625
2022-05-11,386.7099914550781,408.0700073242188
2022-05-12,388.4200134277344,382.5299987792969
2022-05-13,431.6700134277344,400.760009765625
2022-05-16,417.0,425.4500122070313
2022-05-17,443.1000061035156,428.2799987792969
2022-05-18,411.3599853515625,434.0499877929688
2022-05-19,416.6900024414063,410.2799987792969
2022-05-20,418.1199951171875,428.6499938964844
2022-05-23,418.75,414.5
2022-05-24,388.4400024414063,410.760009765625
2022-05-25,401.6099853515625,384.5299987792969
2022-05-26,421.6700134277344,401.30999755859375
2022-05-27,455.8500061035156,429.3800048828125
2022-05-31,450.3900146484375,455.55999755859375
2022-06-01,448.25,455.5199890136719
2022-06-02,472.2999877929688,443.3299865722656
2022-06-03,457.4599914550781,456.3900146484375
2022-06-06,466.1000061035156,470.4800109863281
2022-06-07,473.4400024414063,458.6600036621094
2022-06-08,457.8999938964844,465.7799987792969
2022-06-09,444.0799865722656,452.6900024414063
2022-06-10,423.6199951171875,436.7099914550781
2022-06-13,389.6400146484375,407.8500061035156
2022-06-14,407.1600036621094,396.3699951171875
2022-06-15,416.1900024414063,411.9599914550781
2022-06-16,387.1199951171875,403.0199890136719
2022-06-17,398.55999755859375,388.8399963378906
2022-06-21,412.8399963378906,407.1499938964844
2022-06-22,400.4599914550781,402.4800109863281
2022-06-23,399.6499938964844,404.4299926757813
2022-06-24,419.4100036621094,409.260009765625
2022-06-27,416.8599853515625,428.3999938964844
2022-06-28,397.1300048828125,418.5899963378906
2022-06-29,392.4100036621094,389.1499938964844
2022-06-30,384.0400085449219,385.8999938964844
2022-07-01,364.9500122070313,379.6300048828125
2022-07-05,368.760009765625,355.69000244140625
2022-07-06,369.1000061035156,372.1900024414063
2022-07-07,386.6900024414063,378.4100036621094
2022-07-08,395.4800109863281,380.2300109863281
2022-07-11,389.6499938964844,390.6400146484375
2022-07-12,385.3699951171875,393.1799926757813
2022-07-13,387.4500122070313,374.8299865722656
2022-07-14,395.9800109863281,387.0400085449219
2022-07-15,410.25,403.80999755859375
2022-07-18,409.0400085449219,417.7900085449219
2022-07-19,426.239990234375,414.4800109863281
2022-07-20,442.0899963378906,425.6000061035156
2022-07-21,456.0299987792969,445.4400024414063
2022-07-22,436.4400024414063,447.7000122070313
2022-07-25,430.2799987792969,431.8999938964844
2022-07-26,422.1099853515625,427.3999938964844
2022-07-27,451.010009765625,433.1099853515625
2022-07-28,460.1099853515625,452.6000061035156
2022-07-29,464.7200012207031,455.6400146484375
2022-08-01,462.2999877929688,461.3900146484375
2022-08-02,505.7200012207031,494.3500061035156
2022-08-03,526.1199951171875,511.05999755859375
2022-08-04,530.9600219726562,522.3800048828125
2022-08-05,532.3300170898438,524.7899780273438
2022-08-08,535.52001953125,530.6300048828125
2022-08-09,511.05999755859375,522.4199829101562
2022-08-10,532.010009765625,527.2899780273438
2022-08-11,517.969970703125,535.1799926757812
2022-08-12,527.75,521.4299926757812
2022-08-15,536.8800048828125,527.5
2022-08-16,531.4099731445312,534.1599731445312
2022-08-17,520.5,524.1500244140625
2022-08-18,527.239990234375,524.989990234375
2022-08-19,511.6499938964844,518.8400268554688
2022-08-22,491.6400146484375,500.0
2022-08-23,497.510009765625,495.5
2022-08-24,497.1099853515625,500.5400085449219
2022-08-25,514.4299926757812,498.0
2022-08-26,476.6199951171875,509.4299926757813
2022-08-29,461.760009765625,471.8900146484375
2022-08-30,463.1700134277344,467.9800109863281
2022-08-31,453.1799926757813,463.6099853515625
2022-09-01,425.4700012207031,440.0
2022-09-02,424.4200134277344,432.1900024414063
2022-09-06,418.8900146484375,424.7200012207031
2022-09-07,427.1900024414063,422.75
2022-09-08,438.7799987792969,420.9599914550781
2022-09-09,447.2000122070313,444.4800109863281
2022-09-12,446.9200134277344,449.0
2022-09-13,422.3299865722656,426.8999938964844
2022-09-14,429.7099914550781,430.8299865722656
2022-09-15,418.8800048828125,426.6600036621094
2022-09-16,417.9599914550781,416.80999755859375
2022-09-19,417.6600036621094,410.3900146484375
2022-09-20,410.8399963378906,413.2699890136719
2022-09-21,403.8599853515625,412.6499938964844
2022-09-22,381.7099914550781,401.239990234375
2022-09-23,371.239990234375,376.55999755859375
2022-09-26,367.3500061035156,370.7699890136719
2022-09-27,372.6600036621094,381.2200012207031
2022-09-28,379.3299865722656,368.6199951171875
2022-09-29,365.3999938964844,372.9700012207031
2022-09-30,363.3999938964844,362.1799926757813
2022-10-03,377.0,366.5499877929688
2022-10-04,394.010009765625,388.989990234375
2022-10-05,399.8399963378906,385.7099914550781
2022-10-06,395.3500061035156,397.4800109863281
2022-10-07,362.6000061035156,383.8900146484375
2022-10-10,344.3399963378906,360.1300048828125
2022-10-11,328.010009765625,337.5599975585937
2022-10-12,322.9800109863281,327.82000732421875
2022-10-13,331.9599914550781,308.739990234375
2022-10-14,309.20001220703125,338.239990234375
2022-10-17,316.1700134277344,317.9599914550781
2022-10-18,315.6000061035156,329.3399963378906
2022-10-19,314.8299865722656,311.0299987792969
2022-10-20,317.44000244140625,314.9100036621094
2022-10-21,332.8299865722656,315.17999267578125
2022-10-24,330.989990234375,332.20001220703125
2022-10-25,342.1600036621094,333.3800048828125
2022-10-26,333.3299865722656,333.4700012207031
2022-10-27,329.4800109863281,339.7900085449219
2022-10-28,346.79998779296875,325.2699890136719
2022-10-31,339.45001220703125,341.1300048828125
2022-11-01,348.8800048828125,349.6600036621094
2022-11-02,334.5400085449219,347.44000244140625
2022-11-03,334.20001220703125,328.94000244140625
2022-11-04,351.739990234375,343.9800109863281
2022-11-07,352.9599914550781,355.3599853515625
2022-11-08,356.1499938964844,359.9100036621094
2022-11-09,343.8399963378906,348.82000732421875
2022-11-10,386.8699951171875,364.010009765625
2022-11-11,393.3699951171875,386.8800048828125
2022-11-14,387.9700012207031,388.9800109863281
2022-11-15,405.0299987792969,405.4400024414063
2022-11-16,375.3800048828125,396.6300048828125
2022-11-17,376.0400085449219,363.7999877929688
2022-11-18,377.30999755859375,384.1600036621094
2022-11-21,368.2799987792969,370.05999755859375
2022-11-22,374.0199890136719,372.0799865722656
2022-11-23,375.6900024414063,371.1199951171875
2022-11-25,369.2799987792969,370.4299926757813
2022-11-28,355.489990234375,362.3599853515625
2022-11-29,354.95001220703125,358.2900085449219
2022-11-30,381.9599914550781,356.739990234375
2022-12-01,382.0700073242188,381.010009765625
2022-12-02,383.2099914550781,371.4400024414063
2022-12-05,375.05999755859375,378.55999755859375
2022-12-06,363.8599853515625,374.2000122070313
2022-12-07,367.7699890136719,360.0400085449219
2022-12-08,385.3500061035156,370.2900085449219
2022-12-09,386.1000061035156,380.0
2022-12-12,393.0299987792969,385.8500061035156
2022-12-13,401.5199890136719,412.8800048828125
2022-12-14,395.3900146484375,401.510009765625
2022-12-15,373.2999877929688,383.760009765625
2022-12-16,367.0299987792969,371.9599914550781
2022-12-19,359.010009765625,367.489990234375
2022-12-20,357.8699951171875,352.32000732421875
2022-12-21,367.0,361.489990234375
2022-12-22,347.6000061035156,357.3399963378906
2022-12-23,350.6099853515625,343.7200012207031
2022-12-27,342.2799987792969,348.2099914550781
2022-12-28,340.2799987792969,339.6700134277344
2022-12-29,353.4200134277344,347.6199951171875
2022-12-30,353.6099853515625,346.010009765625
2023-01-03,342.95001220703125,359.6499938964844
2023-01-04,357.8299865722656,348.67999267578125
2023-01-05,347.0599975585937,352.17999267578125
2023-01-06,367.4500122070313,350.9599914550781
2023-01-09,383.4599914550781,377.0
2023-01-10,388.1700134277344,383.4200134277344
2023-01-11,397.3699951171875,390.3699951171875
2023-01-12,399.6400146484375,398.0
2023-01-13,398.4599914550781,392.75
2023-01-17,401.6799926757813,395.9200134277344
2023-01-18,397.8500061035156,405.7900085449219
2023-01-19,383.2900085449219,391.5899963378906
2023-01-20,397.7799987792969,390.3800048828125
2023-01-23,428.510009765625,403.989990234375
2023-01-24,419.1300048828125,425.9200134277344
2023-01-25,424.6900024414063,407.7900085449219
2023-01-26,432.760009765625,431.4599914550781
2023-01-27,425.0700073242188,428.6400146484375
2023-01-30,407.6199951171875,416.4500122070313
2023-01-31,426.55999755859375,407.7900085449219
2023-02-01,457.7699890136719,426.5499877929688
2023-02-02,473.9599914550781,461.3900146484375
2023-02-03,456.2999877929688,460.3900146484375
2023-02-06,449.6799926757813,446.8399963378906
2023-02-07,467.6199951171875,451.6499938964844
2023-02-08,463.0,460.0
2023-02-09,510.4299926757813,489.6799926757813
2023-02-10,492.0199890136719,508.6000061035156
","date,10-day,close
2021-12-28,496.31680942733556,498.0799865722656
2021-12-29,497.8528080475253,498.3200073242188
2021-12-30,495.79057899444604,491.5
2021-12-31,495.22944794321666,493.3299865722656
2022-01-03,495.54726072220177,494.8500061035156
2022-01-04,494.1313188553645,491.25
2022-01-05,479.2919763877393,460.5299987792969
2022-01-06,471.79574539807663,465.6099853515625
2022-01-07,457.6207028350317,444.6900024414063
2022-01-10,450.68261582291234,449.3299865722656
2022-01-11,448.0488709075849,452.510009765625
2022-01-12,445.23959929301935,448.9100036621094
2022-01-13,436.9955205573856,433.6099853515625
2022-01-14,434.12650400697544,438.1799926757813
2022-01-18,422.9336547639674,416.3500061035156
2022-01-19,415.01220884527925,413.9700012207031
2022-01-20,405.99870201883255,404.1600036621094
2022-01-21,397.6996482374383,397.4299926757813
2022-01-24,395.04697492092606,402.0199890136719
2022-01-25,381.80427232602,374.8699951171875
2022-01-26,375.29795047378167,378.2099914550781
2022-01-27,364.11652359411283,361.1199951171875
2022-01-28,361.99010175069986,370.8900146484375
2022-01-31,375.9859940986629,402.9299926757813
2022-02-01,387.59765534600047,406.3399963378906
2022-02-02,399.4496937351057,414.5
2022-02-03,397.8594792001958,393.1600036621094
2022-02-04,399.9571833552259,400.1199951171875
2022-02-07,399.91782964248443,396.9500122070313
2022-02-08,403.76338601660154,405.6000061035156
2022-02-09,414.0381127114424,422.80999755859375
2022-02-10,413.6878076351221,407.2900085449219
2022-02-11,420.8660671685685,424.2900085449219
2022-02-14,429.43959063198344,433.3200073242188
2022-02-15,455.53901310895327,479.2699890136719
2022-02-16,476.0814221393904,487.5700073242188
2022-02-17,477.20890709978516,461.8800048828125
2022-02-18,474.84381715498415,457.3500061035156
2022-02-22,469.0462702254796,450.1099853515625
2022-02-23,455.94596231279036,431.4100036621094
2022-02-24,457.4010961782891,455.1400146484375
2022-02-25,460.8726389000419,461.4400024414063
2022-02-28,461.60979681363574,458.7000122070313
2022-03-01,451.77240661273856,436.6000061035156
2022-03-02,452.6000946420377,453.4500122070313
2022-03-03,442.44327421453147,430.0
2022-03-04,428.30689218568637,413.7799987792969
2022-03-07,404.45816311615323,381.5
2022-03-08,394.86972491885126,394.4400024414063
2022-03-09,399.9282984760671,418.1600036621094
2022-03-10,399.9009264362258,409.05999755859375
2022-03-11,394.44361596097895,395.739990234375
2022-03-14,386.50626732441566,385.010009765625
2022-03-15,398.46013100930776,421.8200073242188
2022-03-16,415.4966220222066,440.6799926757813
2022-03-17,431.87318439443146,451.239990234375
2022-03-18,451.15229765874767,469.8800048828125
2022-03-21,461.1823122391363,464.4299926757813
2022-03-22,469.86901613512646,470.1499938964844
2022-03-23,472.0677714940374,463.7200012207031
2022-03-24,486.79486682196557,494.6199951171875
2022-03-25,494.4624708634381,491.5199890136719
2022-03-28,502.2826418411545,499.4200134277344
2022-03-29,512.3878268794317,512.2100219726562
2022-03-30,507.4235681098704,488.3999938964844
2022-03-31,501.98768935368616,485.6799926757813
2022-04-01,487.67582116760224,463.6000061035156
2022-04-04,482.6109123801791,474.5299987792969
2022-04-05,463.11448048685384,439.3800048828125
2022-04-06,446.42778867228816,431.25
2022-04-07,437.9002519004329,436.30999755859375
2022-04-08,421.5469425580267,411.5899963378906
2022-04-11,404.2975356119532,396.1099853515625
2022-04-12,395.8936094715485,401.0400085449219
2022-04-13,400.1625567605579,420.6400146484375
2022-04-14,398.8740417373257,409.3800048828125
2022-04-18,406.30947510806146,425.9200134277344
2022-04-19,417.16846033984837,437.4500122070313
2022-04-20,422.4889588316746,432.1900024414063
2022-04-21,418.76961922961266,415.55999755859375
2022-04-22,411.34269371376934,404.2099914550781
2022-04-25,413.8524081712318,420.1700134277344
2022-04-26,404.12699325518975,394.3699951171875
2022-04-27,397.00978090090916,392.3800048828125
2022-04-28,401.7357575233549,412.489990234375
2022-04-29,396.09926416582925,392.239990234375
2022-05-02,401.07545402549067,410.8699951171875
2022-05-03,425.7682566203268,457.4800109863281
2022-05-04,452.09869014035013,479.1900024414063
2022-05-05,456.96012475084854,451.9800109863281
2022-05-06,456.3604798520662,444.9400024414063
2022-05-09,438.0464133386382,406.739990234375
2022-05-10,428.1226427900591,412.7900085449219
2022-05-11,409.5621651648735,386.7099914550781
2022-05-12,398.0477882828891,388.4200134277344
2022-05-13,410.2754717183734,431.6700134277344
2022-05-16,412.14241807128667,417.0
2022-05-17,425.36259338399896,443.1000061035156
2022-05-18,419.86959620849984,411.3599853515625
2022-05-19,418.55505764692373,416.6900024414063
2022-05-20,418.3330282109708,418.1199951171875
2022-05-23,418.490245057079,418.75
2022-05-24,404.90404381280194,388.4400024414063
2022-05-25,401.89960346323915,401.6099853515625
2022-05-26,409.21509326801277,421.6700134277344
2022-05-27,429.75481565898974,455.8500061035156
2022-05-31,440.95436373378163,450.3900146484375
2022-06-01,447.1446087153738,448.25
2022-06-02,461.7173725008565,472.2999877929688
2022-06-03,464.1812742791742,457.4599914550781
2022-06-06,469.0843824936103,466.1000061035156
2022-06-07,475.04322068866566,473.4400024414063
2022-06-08,471.3425944321878,457.8999938964844
2022-06-09,462.01671047469614,444.0799865722656
2022-06-10,446.1071334949832,423.6199951171875
2022-06-13,419.9448962706466,389.6400146484375
2022-06-14,410.5967049071344,407.1600036621094
2022-06-15,408.9387318946671,416.1900024414063
2022-06-16,395.23551500226995,387.1199951171875
2022-06-17,391.869316322695,398.55999755859375
2022-06-21,396.7799086667694,412.8399963378906
2022-06-22,395.07877321182536,400.4599914550781
2022-06-23,394.09100795673686,399.6499938964844
2022-06-24,402.84650658232914,419.4100036621094
2022-06-27,407.9064633116351,416.8599853515625
2022-06-28,402.5625761717189,397.1300048828125
2022-06-29,397.0228647870286,392.4100036621094
2022-06-30,389.76875166672517,384.0400085449219
2022-07-01,376.5953959793752,364.9500122070313
2022-07-05,369.9518487883937,368.760009765625
2022-07-06,366.2191702208214,369.1000061035156
2022-07-07,372.2550868467579,386.6900024414063
2022-07-08,380.7549146793394,395.4800109863281
2022-07-11,384.10552956721995,389.6499938964844
2022-07-12,384.57014685290676,385.3699951171875
2022-07-13,385.9219622030562,387.4500122070313
2022-07-14,390.7496244111172,395.9800109863281
2022-07-15,400.4312915894085,410.25
2022-07-18,406.22897408047095,409.0400085449219
2022-07-19,417.6321990914298,426.239990234375
2022-07-20,432.05198405589647,442.0899963378906
2022-07-21,447.44506710594,456.0299987792969
2022-07-22,448.13086025518254,436.4400024414063
2022-07-25,444.99826332938267,430.2799987792969
2022-07-26,438.5128808728354,422.1099853515625
2022-07-27,446.71220297828626,451.010009765625
2022-07-28,455.8290188127095,460.1099853515625
2022-07-29,463.44184624923344,464.7200012207031
2022-08-01,466.79728369264546,462.2999877929688
2022-08-02,488.02359130417403,505.7200012207031
2022-08-03,510.6667687494794,526.1199951171875
2022-08-04,526.9457196503892,530.9600219726562
2022-08-05,537.1966607631684,532.3300170898438
2022-08-08,544.1659357517979,535.52001953125
2022-08-09,536.4506034924834,511.05999755859375
2022-08-10,539.619007550376,532.010009765625
2022-08-11,534.4268011454645,517.969970703125
2022-08-12,534.559007132094,527.75
2022-08-15,538.1133448866419,536.8800048828125
2022-08-16,537.4170610632499,531.4099731445312
2022-08-17,531.4800865423695,520.5
2022-08-18,530.1562644654778,527.239990234375
2022-08-19,521.9446950177539,511.6499938964844
2022-08-22,507.2566021489333,491.6400146484375
2022-08-23,500.16887552646654,497.510009765625
2022-08-24,495.52137432210134,497.1099853515625
2022-08-25,500.60475187968285,514.4299926757812
2022-08-26,487.23253113321164,476.6199951171875
2022-08-29,471.9385175893276,461.760009765625
2022-08-30,462.9273482562893,463.1700134277344
2022-08-31,453.11090177918686,453.1799926757813
2022-09-01,434.82409370177294,425.4700012207031
2022-09-02,423.07861288679726,424.4200134277344
2022-09-06,413.82980326297724,418.8900146484375
2022-09-07,412.55814537762853,427.1900024414063
2022-09-08,418.06582221548257,438.7799987792969
2022-09-09,426.5074342718305,447.2000122070313
2022-09-12,432.74353664238754,446.9200134277344
2022-09-13,426.29375668244313,422.3299865722656
2022-09-14,425.7507927155468,429.7099914550781
2022-09-15,420.9211209946746,418.8800048828125
2022-09-16,417.69056905494654,417.9599914550781
2022-09-19,415.8192895413455,417.6600036621094
2022-09-20,411.8915512699633,410.8399963378906
2022-09-21,406.5067158621442,403.8599853515625
2022-09-22,393.30762971385275,381.7099914550781
2022-09-23,380.26157166184674,371.239990234375
2022-09-26,370.44569971899847,367.3500061035156
2022-09-27,367.0579510578138,372.6600036621094
2022-09-28,368.597751635022,379.3299865722656
2022-09-29,364.03083329575776,365.3999938964844
2022-09-30,360.7072614346913,363.3999938964844
2022-10-03,365.2519686513861,377.0
2022-10-04,376.50831867344425,394.010009765625
2022-10-05,386.99070303186477,399.8399963378906
2022-10-06,392.0533046681703,395.3500061035156
2022-10-07,380.5529652610166,362.6000061035156
2022-10-10,364.57479399689953,344.3399963378906
2022-10-11,346.6965197209332,328.010009765625
2022-10-12,332.91105299546774,322.9800109863281
2022-10-13,328.40721674131817,331.9599914550781
2022-10-14,315.8277965665402,309.20001220703125
2022-10-17,311.3448305139819,316.1700134277344
2022-10-18,308.91323604524337,315.6000061035156
2022-10-19,307.71716434525104,314.8299865722656
2022-10-20,308.80644353845355,317.44000244140625
2022-10-21,317.11212815639334,332.8299865722656
2022-10-24,322.2892124161607,330.989990234375
2022-10-25,331.0777926120777,342.1600036621094
2022-10-26,333.0727335211147,333.3299865722656
2022-10-27,332.65729489728517,329.4800109863281
2022-10-28,340.1782350127346,346.79998779296875
2022-10-31,341.78179799747227,339.45001220703125
2022-11-01,346.9394618122201,348.8800048828125
2022-11-02,343.6767804814321,334.5400085449219
2022-11-03,341.1139531495834,334.20001220703125
2022-11-04,347.17357134805536,351.739990234375
2022-11-07,351.6023780102732,352.9599914550781
2022-11-08,355.75749466593726,356.1499938964844
2022-11-09,352.67043756518683,343.8399963378906
2022-11-10,369.7897129242828,386.8699951171875
2022-11-11,383.8148059185244,393.3699951171875
2022-11-14,390.16452359841134,387.9700012207031
2022-11-15,401.43162935486635,405.0299987792969
2022-11-16,394.7919909011824,375.3800048828125
2022-11-17,389.931544695109,376.0400085449219
2022-11-18,386.71909415068615,377.30999755859375
2022-11-21,380.08477012916165,368.2799987792969
2022-11-22,377.9768557084812,374.0199890136719
2022-11-23,377.1674601216443,375.6900024414063
2022-11-25,373.62195764227107,369.2799987792969
2022-11-28,364.9642067239696,355.489990234375
2022-11-29,358.9950761234734,354.95001220703125
2022-11-30,367.40798885777724,381.9599914550781
2022-12-01,373.23969000180415,382.0700073242188
2022-12-02,377.67790105637505,383.2099914550781
2022-12-05,376.89690952068725,375.05999755859375
2022-12-06,371.2245511324092,363.8599853515625
2022-12-07,369.18126768662745,367.7699890136719
2022-12-08,375.81885185294766,385.3500061035156
2022-12-09,380.60989481285867,386.1000061035156
2022-12-12,386.8655410472429,393.0299987792969
2022-12-13,394.7247591572264,401.5199890136719
2022-12-14,396.9455975629484,395.3900146484375
2022-12-15,388.12250708191266,373.2999877929688
2022-12-16,379.1604938725297,367.0299987792969
2022-12-19,369.492587482824,359.010009765625
2022-12-20,362.6304258213672,357.8699951171875
2022-12-21,362.420123868838,367.0
2022-12-22,353.7907843991189,347.6000061035156
2022-12-23,349.7102077717034,350.6099853515625
2022-12-27,343.6154248260343,342.2799987792969
2022-12-28,339.07761294079955,340.2799987792969
2022-12-29,342.468671068195,353.4200134277344
2022-12-30,345.26071357899355,353.6099853515625
2023-01-03,342.6407385619493,342.95001220703125
2023-01-04,347.9092098480254,357.8299865722656
2023-01-05,346.79428517005135,347.0599975585937
2023-01-06,355.4366593523065,367.4500122070313
2023-01-09,368.538179045446,383.4599914550781
2023-01-10,379.3143032504526,388.1700134277344
2023-01-11,390.37211059680334,397.3699951171875
2023-01-12,398.32998187310477,399.6400146484375
2023-01-13,402.5417301926036,398.4599914550781
2023-01-17,406.1973490277787,401.6799926757813
2023-01-18,406.294604572545,397.8500061035156
2023-01-19,399.19679601077047,383.2900085449219
2023-01-20,400.55129600973356,397.7799987792969
2023-01-23,415.00855477873256,428.510009765625
2023-01-24,420.0002481737557,419.1300048828125
2023-01-25,425.30704702748824,424.6900024414063
2023-01-26,431.94004607008674,432.760009765625
2023-01-27,432.30146489405945,425.0700073242188
2023-01-30,424.0683499947965,407.6199951171875
2023-01-31,426.6846917502278,426.55999755859375
2023-02-01,442.21488352334734,457.7699890136719
2023-02-02,459.48471532929454,473.9599914550781
2023-02-03,462.3901864382731,456.2999877929688
2023-02-06,460.59253924022244,449.6799926757813
2023-02-07,466.84136278095036,467.6199951171875
2023-02-08,468.31720694486665,463.0
2023-02-09,490.1573904577723,510.4299926757813
2023-02-10,495.7244892754421,492.0199890136719
"
3342,US,technical,"For AT&T between February 22, 2025 and June 29, 2025, how many times did the price break below the 20-day Triple Exponential Moving Average line? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",22.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2024-08-29,19.76000022888184,19.799999237060547
2024-08-30,19.899999618530277,19.76000022888184
2024-09-03,20.43000030517578,19.93000030517578
2024-09-04,20.56999969482422,20.489999771118164
2024-09-05,20.649999618530277,20.709999084472656
2024-09-06,20.96999931335449,20.649999618530277
2024-09-09,21.5,20.959999084472656
2024-09-10,21.709999084472656,21.450000762939453
2024-09-11,21.450000762939453,21.6200008392334
2024-09-12,21.59000015258789,21.32999992370605
2024-09-13,21.63999938964844,21.56999969482422
2024-09-16,22.270000457763672,21.84000015258789
2024-09-17,21.780000686645508,22.06999969482422
2024-09-18,21.729999542236328,21.84000015258789
2024-09-19,21.36000061035156,21.649999618530277
2024-09-20,21.540000915527344,21.299999237060547
2024-09-23,21.489999771118164,21.540000915527344
2024-09-24,21.59000015258789,21.3799991607666
2024-09-25,21.559999465942383,21.6200008392334
2024-09-26,21.649999618530277,21.489999771118164
2024-09-27,21.899999618530277,21.71999931335449
2024-09-30,22.0,22.0
2024-10-01,22.1299991607666,21.93000030517578
2024-10-02,22.190000534057617,22.049999237060547
2024-10-03,22.049999237060547,22.1299991607666
2024-10-04,21.90999984741211,21.700000762939453
2024-10-07,21.780000686645508,21.90999984741211
2024-10-08,21.86000061035156,21.920000076293945
2024-10-09,21.93000030517578,21.8700008392334
2024-10-10,21.21999931335449,21.600000381469727
2024-10-11,21.3700008392334,21.299999237060547
2024-10-14,21.26000022888184,21.36000061035156
2024-10-15,21.51000022888184,21.38999938964844
2024-10-16,21.709999084472656,21.520000457763672
2024-10-17,21.729999542236328,21.559999465942383
2024-10-18,21.850000381469727,21.729999542236328
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2025-06-25,28.078060429378468,27.920000076293945
2025-06-26,28.0716552177282,28.0
2025-06-27,28.085719451563538,28.07999992370605
"
3343,US,technical,"How many break below events of the 60-day Triple Exponential Moving Average line occurred for Brown & Brown from February 10, 2023 to March 16, 2023? (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2021-09-07,58.130001068115234,59.20000076293945
2021-09-08,58.56999969482422,58.02999877929688
2021-09-09,58.43000030517578,58.630001068115234
2021-09-10,57.77000045776367,58.43999862670898
2021-09-13,57.45000076293945,58.310001373291016
2021-09-14,56.09999847412109,57.43999862670898
2021-09-15,57.47999954223633,56.119998931884766
2021-09-16,57.459999084472656,57.43999862670898
2021-09-17,57.0099983215332,57.65999984741211
2021-09-20,56.34000015258789,55.880001068115234
2021-09-21,56.630001068115234,56.650001525878906
2021-09-22,57.400001525878906,57.060001373291016
2021-09-23,57.47999954223633,57.75
2021-09-24,58.09999847412109,57.5099983215332
2021-09-27,57.31999969482422,58.220001220703125
2021-09-28,55.790000915527344,57.25
2021-09-29,56.22999954223633,55.900001525878906
2021-09-30,55.45000076293945,56.470001220703125
2021-10-01,57.59999847412109,55.70000076293945
2021-10-04,57.18000030517578,57.630001068115234
2021-10-05,58.130001068115234,57.47999954223633
2021-10-06,58.79999923706055,57.650001525878906
2021-10-07,59.45000076293945,59.18000030517578
2021-10-08,59.9900016784668,59.5
2021-10-11,60.25,60.09000015258789
2021-10-12,60.75,60.52000045776367
2021-10-13,61.630001068115234,60.68999862670898
2021-10-14,63.130001068115234,62.11000061035156
2021-10-15,64.31999969482422,63.5
2021-10-18,64.01000213623047,64.05000305175781
2021-10-19,64.08999633789062,64.41000366210938
2021-10-20,64.56999969482422,64.33000183105469
2021-10-21,65.62999725341797,64.87999725341797
2021-10-22,66.48999786376953,65.80999755859375
2021-10-25,66.45999908447266,66.44999694824219
2021-10-26,63.900001525878906,66.3499984741211
2021-10-27,62.650001525878906,64.26000213623047
2021-10-28,62.95000076293945,62.77999877929688
2021-10-29,63.11000061035156,62.97999954223633
2021-11-01,61.869998931884766,63.27999877929688
2021-11-02,62.72999954223633,61.869998931884766
2021-11-03,61.81999969482422,62.77999877929688
2021-11-04,61.52999877929688,61.900001525878906
2021-11-05,61.970001220703125,61.93000030517578
2021-11-08,62.709999084472656,62.36000061035156
2021-11-09,63.0099983215332,62.58000183105469
2021-11-10,63.18999862670898,62.9900016784668
2021-11-11,63.68999862670898,63.09999847412109
2021-11-12,64.5199966430664,64.16000366210938
2021-11-15,64.30000305175781,64.61000061035156
2021-11-16,64.93000030517578,64.41999816894531
2021-11-17,64.72000122070312,64.87000274658203
2021-11-18,64.13999938964844,64.83999633789062
2021-11-19,64.54000091552734,64.25
2021-11-22,65.27999877929688,64.91000366210938
2021-11-23,65.80999755859375,65.2699966430664
2021-11-24,66.33999633789062,65.5199966430664
2021-11-26,64.76000213623047,65.33000183105469
2021-11-29,65.41000366210938,65.47000122070312
2021-11-30,64.41000366210938,65.01000213623047
2021-12-01,63.68999862670898,65.23999786376953
2021-12-02,65.87000274658203,64.05000305175781
2021-12-03,65.20999908447266,66.08000183105469
2021-12-06,65.88999938964844,65.79000091552734
2021-12-07,67.05000305175781,66.41999816894531
2021-12-08,67.68000030517578,67.30000305175781
2021-12-09,67.05999755859375,67.31999969482422
2021-12-10,67.20999908447266,67.70999908447266
2021-12-13,66.94999694824219,67.12000274658203
2021-12-14,66.95999908447266,66.86000061035156
2021-12-15,68.05999755859375,67.2699966430664
2021-12-16,67.23999786376953,68.04000091552734
2021-12-17,65.87000274658203,67.05999755859375
2021-12-20,65.94999694824219,65.19999694824219
2021-12-21,66.48999786376953,66.44000244140625
2021-12-22,67.56999969482422,66.5
2021-12-23,68.02999877929688,68.0199966430664
2021-12-27,69.45999908447266,68.41000366210938
2021-12-28,69.33999633789062,69.56999969482422
2021-12-29,69.83000183105469,69.5
2021-12-30,69.80999755859375,70.0
2021-12-31,70.27999877929688,69.70999908447266
2022-01-03,68.79000091552734,70.4000015258789
2022-01-04,69.12000274658203,68.91000366210938
2022-01-05,67.44999694824219,69.27999877929688
2022-01-06,68.54000091552734,67.58000183105469
2022-01-07,68.5999984741211,68.44999694824219
2022-01-10,68.08000183105469,68.20999908447266
2022-01-11,68.3499984741211,68.26000213623047
2022-01-12,69.43000030517578,68.58999633789062
2022-01-13,68.58000183105469,69.54000091552734
2022-01-14,67.05000305175781,68.30000305175781
2022-01-18,65.95999908447266,66.31999969482422
2022-01-19,64.62999725341797,66.5999984741211
2022-01-20,64.23999786376953,65.25
2022-01-21,63.130001068115234,64.29000091552734
2022-01-24,64.61000061035156,62.720001220703125
2022-01-25,64.41999816894531,66.0999984741211
2022-01-26,63.25,64.98999786376953
2022-01-27,61.970001220703125,63.81999969482422
2022-01-28,64.37999725341797,62.06999969482422
2022-01-31,66.27999877929688,64.36000061035156
2022-02-01,66.66999816894531,66.27999877929688
2022-02-02,68.08000183105469,66.66000366210938
2022-02-03,66.63999938964844,67.44999694824219
2022-02-04,67.52999877929688,66.38999938964844
2022-02-07,67.5999984741211,67.58999633789062
2022-02-08,68.02999877929688,67.68000030517578
2022-02-09,70.0199966430664,68.6500015258789
2022-02-10,69.0999984741211,68.9800033569336
2022-02-11,66.91000366210938,69.08000183105469
2022-02-14,65.9800033569336,66.7300033569336
2022-02-15,66.58000183105469,66.80000305175781
2022-02-16,66.61000061035156,66.13999938964844
2022-02-17,65.62999725341797,66.23999786376953
2022-02-18,66.13999938964844,65.62000274658203
2022-02-22,65.68000030517578,66.08999633789062
2022-02-23,64.2300033569336,65.98999786376953
2022-02-24,66.1500015258789,62.869998931884766
2022-02-25,67.58999633789062,66.26000213623047
2022-02-28,67.61000061035156,66.45999908447266
2022-03-01,66.87000274658203,67.43000030517578
2022-03-02,67.70999908447266,67.48999786376953
2022-03-03,68.11000061035156,68.16000366210938
2022-03-04,68.41000366210938,67.58999633789062
2022-03-07,66.2300033569336,67.81999969482422
2022-03-08,61.130001068115234,66.1500015258789
2022-03-09,63.540000915527344,62.400001525878906
2022-03-10,63.18000030517578,62.61000061035156
2022-03-11,62.709999084472656,63.59999847412109
2022-03-14,63.560001373291016,63.33000183105469
2022-03-15,65.9800033569336,64.66999816894531
2022-03-16,66.87999725341797,66.2300033569336
2022-03-17,68.02999877929688,66.7300033569336
2022-03-18,69.58999633789062,68.33999633789062
2022-03-21,69.51000213623047,69.61000061035156
2022-03-22,69.20999908447266,69.83999633789062
2022-03-23,68.68000030517578,68.79000091552734
2022-03-24,68.98999786376953,68.68000030517578
2022-03-25,70.37000274658203,69.25
2022-03-28,72.11000061035156,70.75
2022-03-29,72.4800033569336,72.77999877929688
2022-03-30,72.70999908447266,72.43000030517578
2022-03-31,72.2699966430664,72.87999725341797
2022-04-01,72.55999755859375,72.55000305175781
2022-04-04,72.19999694824219,72.41000366210938
2022-04-05,72.36000061035156,72.04000091552734
2022-04-06,72.87999725341797,71.88999938964844
2022-04-07,73.4000015258789,72.91999816894531
2022-04-08,72.95999908447266,73.41000366210938
2022-04-11,72.51000213623047,72.8499984741211
2022-04-12,71.94000244140625,72.66999816894531
2022-04-13,71.8499984741211,71.8499984741211
2022-04-14,71.26000213623047,71.9800033569336
2022-04-18,69.91999816894531,70.54000091552734
2022-04-19,70.16000366210938,70.05000305175781
2022-04-20,71.05999755859375,70.38999938964844
2022-04-21,70.68000030517578,71.58999633789062
2022-04-22,67.7300033569336,70.44000244140625
2022-04-25,68.44999694824219,67.45999908447266
2022-04-26,65.68000030517578,68.72000122070312
2022-04-27,64.70999908447266,65.69999694824219
2022-04-28,65.7699966430664,65.30000305175781
2022-04-29,61.97999954223633,64.95999908447266
2022-05-02,60.08000183105469,62.5
2022-05-03,59.959999084472656,60.27000045776367
2022-05-04,61.5099983215332,59.91999816894531
2022-05-05,58.959999084472656,60.91999816894531
2022-05-06,58.2400016784668,58.470001220703125
2022-05-09,56.58000183105469,57.86000061035156
2022-05-10,57.54999923706055,57.13999938964844
2022-05-11,56.09000015258789,57.27999877929688
2022-05-12,56.060001373291016,55.880001068115234
2022-05-13,57.900001525878906,56.59999847412109
2022-05-16,57.459999084472656,57.77999877929688
2022-05-17,58.27999877929688,58.04999923706055
2022-05-18,55.2599983215332,57.630001068115234
2022-05-19,54.709999084472656,55.02999877929688
2022-05-20,55.0,55.22999954223633
2022-05-23,55.970001220703125,55.630001068115234
2022-05-24,55.959999084472656,55.66999816894531
2022-05-25,56.18000030517578,55.77999877929688
2022-05-26,58.09999847412109,56.79999923706055
2022-05-27,59.95000076293945,58.400001525878906
2022-05-31,59.369998931884766,59.470001220703125
2022-06-01,58.0099983215332,59.52000045776367
2022-06-02,59.61000061035156,58.04999923706055
2022-06-03,58.7400016784668,58.75
2022-06-06,58.91999816894531,59.34999847412109
2022-06-07,59.25,58.36000061035156
2022-06-08,58.43999862670898,58.72999954223633
2022-06-09,56.84000015258789,58.470001220703125
2022-06-10,55.75,55.630001068115234
2022-06-13,54.4900016784668,54.59999847412109
2022-06-14,54.65999984741211,54.45000076293945
2022-06-15,54.93999862670898,55.34000015258789
2022-06-16,53.27999877929688,53.79999923706055
2022-06-17,53.5,53.5
2022-06-21,54.869998931884766,54.08000183105469
2022-06-22,55.4900016784668,54.2400016784668
2022-06-23,57.290000915527344,55.869998931884766
2022-06-24,59.060001373291016,57.720001220703125
2022-06-27,59.02000045776367,59.09000015258789
2022-06-28,57.709999084472656,59.09999847412109
2022-06-29,58.0,57.75
2022-06-30,58.34000015258789,57.65999984741211
2022-07-01,59.33000183105469,58.33000183105469
2022-07-05,59.900001525878906,58.65999984741211
2022-07-06,60.41999816894531,60.06999969482422
2022-07-07,60.45000076293945,60.43000030517578
2022-07-08,60.08000183105469,60.5
2022-07-11,59.650001525878906,59.880001068115234
2022-07-12,59.040000915527344,59.34000015258789
2022-07-13,58.88999938964844,58.2599983215332
2022-07-14,58.29999923706055,57.900001525878906
2022-07-15,59.310001373291016,59.2599983215332
2022-07-18,58.7599983215332,59.380001068115234
2022-07-19,60.84999847412109,59.41999816894531
2022-07-20,60.68000030517578,60.88999938964844
2022-07-21,62.36000061035156,60.86000061035156
2022-07-22,61.970001220703125,62.61000061035156
2022-07-25,62.38999938964844,62.09999847412109
2022-07-26,61.68999862670898,61.5
2022-07-27,63.08000183105469,62.0
2022-07-28,64.37999725341797,63.220001220703125
2022-07-29,65.0999984741211,64.56999969482422
2022-08-01,63.18000030517578,64.11000061035156
2022-08-02,62.880001068115234,62.9900016784668
2022-08-03,64.29000091552734,63.16999816894531
2022-08-04,64.30999755859375,64.1500015258789
2022-08-05,64.9000015258789,63.79999923706055
2022-08-08,65.27999877929688,65.16000366210938
2022-08-09,65.5199966430664,65.06999969482422
2022-08-10,66.37000274658203,66.0
2022-08-11,66.54000091552734,66.70999908447266
2022-08-12,67.55000305175781,67.02999877929688
2022-08-15,67.98999786376953,67.27999877929688
2022-08-16,68.13999938964844,67.68000030517578
2022-08-17,67.94000244140625,67.52999877929688
2022-08-18,67.80999755859375,67.93000030517578
2022-08-19,67.2699966430664,67.55999755859375
2022-08-22,65.93000030517578,66.58000183105469
2022-08-23,65.05000305175781,65.72000122070312
2022-08-24,65.3499984741211,65.23999786376953
2022-08-25,66.56999969482422,65.62000274658203
2022-08-26,65.08999633789062,66.70999908447266
2022-08-29,64.37000274658203,64.44000244140625
2022-08-30,63.79999923706055,64.73999786376953
2022-08-31,63.040000915527344,64.26000213623047
2022-09-01,63.65999984741211,63.0
2022-09-02,62.88999938964844,64.20999908447266
2022-09-06,63.36000061035156,62.97999954223633
2022-09-07,65.26000213623047,63.59999847412109
2022-09-08,65.55000305175781,64.87999725341797
2022-09-09,65.41000366210938,65.58000183105469
2022-09-12,65.30000305175781,65.5
2022-09-13,62.7599983215332,64.12000274658203
2022-09-14,62.52000045776367,62.97999954223633
2022-09-15,61.4900016784668,62.58000183105469
2022-09-16,61.540000915527344,61.08000183105469
2022-09-19,61.75,61.27000045776367
2022-09-20,61.43999862670898,61.22999954223633
2022-09-21,60.400001525878906,61.84000015258789
2022-09-22,59.2400016784668,60.20000076293945
2022-09-23,58.91999816894531,58.84000015258789
2022-09-26,58.619998931884766,58.68999862670898
2022-09-27,59.45000076293945,59.34000015258789
2022-09-28,60.2400016784668,60.08000183105469
2022-09-29,60.88999938964844,60.040000915527344
2022-09-30,60.47999954223633,60.810001373291016
2022-10-03,62.040000915527344,60.54999923706055
2022-10-04,63.29999923706055,62.58000183105469
2022-10-05,63.709999084472656,62.77000045776367
2022-10-06,62.650001525878906,63.58000183105469
2022-10-07,61.220001220703125,62.15999984741211
2022-10-10,62.06999969482422,61.52999877929688
2022-10-11,61.959999084472656,62.0
2022-10-12,60.68000030517578,61.79999923706055
2022-10-13,62.560001373291016,59.619998931884766
2022-10-14,59.47999954223633,63.06999969482422
2022-10-17,61.290000915527344,60.59999847412109
2022-10-18,62.15999984741211,62.72999954223633
2022-10-19,62.900001525878906,61.97999954223633
2022-10-20,60.88999938964844,62.720001220703125
2022-10-21,61.52999877929688,60.90999984741211
2022-10-24,63.08000183105469,62.09999847412109
2022-10-25,55.09999847412109,56.97999954223633
2022-10-26,55.95000076293945,55.09000015258789
2022-10-27,56.70000076293945,56.310001373291016
2022-10-28,58.63999938964844,56.90999984741211
2022-10-31,58.790000915527344,58.43000030517578
2022-11-01,58.650001525878906,59.040000915527344
2022-11-02,57.13999938964844,58.68000030517578
2022-11-03,56.540000915527344,56.70000076293945
2022-11-04,55.77000045776367,57.15999984741211
2022-11-07,56.02000045776367,55.959999084472656
2022-11-08,56.45000076293945,56.209999084472656
2022-11-09,55.72999954223633,56.290000915527344
2022-11-10,58.68999862670898,57.459999084472656
2022-11-11,56.66999816894531,59.16999816894531
2022-11-14,55.63999938964844,56.84999847412109
2022-11-15,55.79999923706055,56.470001220703125
2022-11-16,56.84999847412109,55.79999923706055
2022-11-17,56.38999938964844,56.380001068115234
2022-11-18,56.93999862670898,57.27000045776367
2022-11-21,58.0,57.119998931884766
2022-11-22,57.93000030517578,58.5
2022-11-23,58.630001068115234,57.95000076293945
2022-11-25,59.2599983215332,58.95000076293945
2022-11-28,57.88999938964844,58.79999923706055
2022-11-29,57.36000061035156,57.4900016784668
2022-11-30,59.59000015258789,56.970001220703125
2022-12-01,58.91999816894531,59.84000015258789
2022-12-02,59.52000045776367,58.25
2022-12-05,59.04999923706055,59.04999923706055
2022-12-06,57.970001220703125,59.02999877929688
2022-12-07,57.31999969482422,58.040000915527344
2022-12-08,57.77000045776367,57.369998931884766
2022-12-09,57.5,57.75
2022-12-12,58.0099983215332,57.59999847412109
2022-12-13,58.90999984741211,59.45000076293945
2022-12-14,58.16999816894531,58.90999984741211
2022-12-15,56.58000183105469,57.36000061035156
2022-12-16,55.5,55.84000015258789
2022-12-19,55.40999984741211,55.29999923706055
2022-12-20,55.52999877929688,55.41999816894531
2022-12-21,56.97999954223633,56.09000015258789
2022-12-22,56.650001525878906,56.7400016784668
2022-12-23,56.93999862670898,56.650001525878906
2022-12-27,57.36000061035156,57.040000915527344
2022-12-28,56.56999969482422,57.540000915527344
2022-12-29,57.650001525878906,56.970001220703125
2022-12-30,56.970001220703125,57.130001068115234
2023-01-03,56.650001525878906,57.060001373291016
2023-01-04,57.59999847412109,57.130001068115234
2023-01-05,57.08000183105469,57.400001525878906
2023-01-06,58.83000183105469,57.619998931884766
2023-01-09,58.84000015258789,59.0
2023-01-10,59.869998931884766,58.79999923706055
2023-01-11,61.68999862670898,60.119998931884766
2023-01-12,61.65999984741211,61.95000076293945
2023-01-13,61.27000045776367,61.150001525878906
2023-01-17,61.18000030517578,61.27000045776367
2023-01-18,60.630001068115234,61.2599983215332
2023-01-19,60.25,60.25
2023-01-20,61.720001220703125,60.5099983215332
2023-01-23,61.959999084472656,61.84999847412109
2023-01-24,58.709999084472656,61.77000045776367
2023-01-25,58.959999084472656,58.869998931884766
2023-01-26,58.36000061035156,58.84000015258789
2023-01-27,57.59999847412109,58.27000045776367
2023-01-30,57.459999084472656,57.5
2023-01-31,58.560001373291016,57.43000030517578
2023-02-01,58.400001525878906,58.040000915527344
2023-02-02,58.65999984741211,58.38999938964844
2023-02-03,58.38999938964844,58.31999969482422
2023-02-06,59.0099983215332,58.150001525878906
2023-02-07,59.970001220703125,58.68000030517578
2023-02-08,58.959999084472656,59.560001373291016
2023-02-09,58.310001373291016,59.220001220703125
2023-02-10,58.25,58.16999816894531
2023-02-13,58.470001220703125,58.34999847412109
2023-02-14,57.2599983215332,58.9900016784668
2023-02-15,57.91999816894531,56.93000030517578
2023-02-16,57.369998931884766,57.15999984741211
2023-02-17,57.66999816894531,57.27000045776367
2023-02-21,56.25,57.34999847412109
2023-02-22,56.47999954223633,56.29999923706055
2023-02-23,56.459999084472656,56.540000915527344
2023-02-24,56.470001220703125,56.08000183105469
2023-02-27,55.959999084472656,57.040000915527344
2023-02-28,56.06999969482422,55.88999938964844
2023-03-01,56.0099983215332,55.720001220703125
2023-03-02,56.150001525878906,55.68000030517578
2023-03-03,56.7599983215332,56.36000061035156
2023-03-06,57.0,56.9900016784668
2023-03-07,56.02000045776367,57.08000183105469
2023-03-08,56.880001068115234,56.119998931884766
2023-03-09,55.43000030517578,57.02999877929688
2023-03-10,54.91999816894531,55.38999938964844
2023-03-13,54.06999969482422,54.16999816894531
2023-03-14,55.040000915527344,54.91999816894531
2023-03-15,53.43000030517578,53.88999938964844
2023-03-16,55.11000061035156,53.36000061035156
","date,60-day,close
2022-05-19,59.12848860798209,54.709999084472656
2022-05-20,58.48756977497257,55.0
2022-05-23,57.98592818537931,55.970001220703125
2022-05-24,57.52161199877378,55.959999084472656
2022-05-25,57.11433663238432,56.18000030517578
2022-05-26,56.92240958165486,58.09999847412109
2022-05-27,56.92537783003789,59.95000076293945
2022-05-31,56.87936015446847,59.369998931884766
2022-06-01,56.71318871602503,58.0099983215332
2022-06-02,56.716284818707535,59.61000061035156
2022-06-03,56.64260606585104,58.7400016784668
2022-06-06,56.59695023991287,58.91999816894531
2022-06-07,56.591720209599345,59.25
2022-06-08,56.51572457560263,58.43999862670898
2022-06-09,56.29826582263155,56.84000015258789
2022-06-10,55.99700210477015,55.75
2022-06-13,55.60123359737193,54.4900016784668
2022-06-14,55.25328321842828,54.65999984741211
2022-06-15,54.960681866416465,54.93999862670898
2022-06-16,54.53533589567506,53.27999877929688
2022-06-17,54.1648613509595,53.5
2022-06-21,53.95532164625219,54.869998931884766
2022-06-22,53.82503741223732,55.4900016784668
2022-06-23,53.88119265419138,57.290000915527344
2022-06-24,54.108809746570046,59.060001373291016
2022-06-27,54.324350804986196,59.02000045776367
2022-06-28,54.40745735776568,57.709999084472656
2022-06-29,54.51872899118467,58.0
2022-06-30,54.660930173551435,58.34000015258789
2022-07-01,54.89373219659605,59.33000183105469
2022-07-05,55.17108540373658,59.900001525878906
2022-07-06,55.48508078766079,60.41999816894531
2022-07-07,55.786421625249275,60.45000076293945
2022-07-08,56.03755217835038,60.08000183105469
2022-07-11,56.23572377542618,59.650001525878906
2022-07-12,56.36698456991523,59.040000915527344
2022-07-13,56.47923702213424,58.88999938964844
2022-07-14,56.53167278304154,58.29999923706055
2022-07-15,56.68029421453686,59.310001373291016
2022-07-18,56.77028990647956,58.7599983215332
2022-07-19,57.05654225436946,60.84999847412109
2022-07-20,57.311110642271146,60.68000030517578
2022-07-21,57.71185606033032,62.36000061035156
2022-07-22,58.05206200823416,61.970001220703125
2022-07-25,58.41241302516022,62.38999938964844
2022-07-26,58.68472885524643,61.68999862670898
2022-07-27,59.07333437716089,63.08000183105469
2022-07-28,59.561896135905215,64.37999725341797
2022-07-29,60.088432035796515,65.0999984741211
2022-08-01,60.39886367154531,63.18000030517578
2022-08-02,60.660996994281795,62.880001068115234
2022-08-03,61.04047584864602,64.29000091552734
2022-08-04,61.39720966246261,64.30999755859375
2022-08-05,61.786651689847986,64.9000015258789
2022-08-08,62.18644491098628,65.27999877929688
2022-08-09,62.582326903980665,65.5199966430664
2022-08-10,63.03233678517451,66.37000274658203
2022-08-11,63.46798554702716,66.54000091552734
2022-08-12,63.9698542289195,67.55000305175781
2022-08-15,64.47912153661736,67.98999786376953
2022-08-16,64.96738962105849,68.13999938964844
2022-08-17,65.40239208199375,67.94000244140625
2022-08-18,65.79394583758939,67.80999755859375
2022-08-19,66.10559205236012,67.2699966430664
2022-08-22,66.26615383253255,65.93000030517578
2022-08-23,66.32904330219739,65.05000305175781
2022-08-24,66.4128376982955,65.3499984741211
2022-08-25,66.60374985034103,66.56999969482422
2022-08-26,66.63786824645332,65.08999633789062
2022-08-29,66.59761518419143,64.37000274658203
2022-08-30,66.50212064744069,63.79999923706055
2022-08-31,66.33696798021245,63.040000915527344
2022-09-01,66.23812966644984,63.65999984741211
2022-09-02,66.06918359571455,62.88999938964844
2022-09-06,65.95280609602344,63.36000061035156
2022-09-07,66.02184698758447,65.26000213623047
2022-09-08,66.11118333844618,65.55000305175781
2022-09-09,66.17857327497941,65.41000366210938
2022-09-12,66.22827918371982,65.30000305175781
2022-09-13,66.030181738795,62.7599983215332
2022-09-14,65.81925580282088,62.52000045776367
2022-09-15,65.52132913998638,61.4900016784668
2022-09-16,65.24501477338993,61.540000915527344
2022-09-19,65.00438193486072,61.75
2022-09-20,64.74785262951583,61.43999862670898
2022-09-21,64.40718008311937,60.400001525878906
2022-09-22,63.97660429440301,59.2400016784668
2022-09-23,63.542156826734434,58.91999816894531
2022-09-26,63.10630807590527,58.619998931884766
2022-09-27,62.77700510079262,59.45000076293945
2022-09-28,62.54384061877037,60.2400016784668
2022-09-29,62.387487121215024,60.88999938964844
2022-09-30,62.20224426059265,60.47999954223633
2022-10-03,62.1775786901928,62.040000915527344
2022-10-04,62.27465043822055,63.29999923706055
2022-10-05,62.40468300631866,63.709999084472656
2022-10-06,62.42556756379621,62.650001525878906
2022-10-07,62.309076637297885,61.220001220703125
2022-10-10,62.28109227649629,62.06999969482422
2022-10-11,62.2445893026946,61.959999084472656
2022-10-12,62.08878671485283,60.68000030517578
2022-10-13,62.1221827229618,62.560001373291016
2022-10-14,61.86056332265366,59.47999954223633
2022-10-17,61.78841737309388,61.290000915527344
2022-10-18,61.80417113872391,62.15999984741211
2022-10-19,61.889794369667484,62.900001525878906
2022-10-20,61.779016823176896,60.88999938964844
2022-10-21,61.73671100228303,61.52999877929688
2022-10-24,61.84511132187302,63.08000183105469
2022-10-25,61.18748604754195,55.09999847412109
2022-10-26,60.6537860748788,55.95000076293945
2022-10-27,60.22689903204202,56.70000076293945
2022-10-28,60.01350086706512,58.63999938964844
2022-10-31,59.82966226418746,58.790000915527344
2022-11-01,59.645986784075994,58.650001525878906
2022-11-02,59.33217709386598,57.13999938964844
2022-11-03,58.98337352293502,56.540000915527344
2022-11-04,58.58584872154517,55.77000045776367
2022-11-07,58.240039759552175,56.02000045776367
2022-11-08,57.95995679609759,56.45000076293945
2022-11-09,57.63208457655495,55.72999954223633
2022-11-10,57.60989642713793,58.68999862670898
2022-11-11,57.399793982709454,56.66999816894531
2022-11-14,57.10814568606877,55.63999938964844
2022-11-15,56.85358481364742,55.79999923706055
2022-11-16,56.71855439401596,56.84999847412109
2022-11-17,56.55171335547203,56.38999938964844
2022-11-18,56.451281204753556,56.93999862670898
2022-11-21,56.4615441154393,58.0
2022-11-22,56.46778941376541,57.93000030517578
2022-11-23,56.54349216867092,58.630001068115234
2022-11-25,56.677422601695255,59.2599983215332
2022-11-28,56.67535340989904,57.88999938964844
2022-11-29,56.6258991762893,57.36000061035156
2022-11-30,56.79475129499932,59.59000015258789
2022-12-01,56.89173771092875,58.91999816894531
2022-12-02,57.04221754045626,59.52000045776367
2022-12-05,57.1407718269773,59.04999923706055
2022-12-06,57.13256220462169,57.970001220703125
2022-12-07,57.06532129051991,57.31999969482422
2022-12-08,57.04752611242559,57.77000045776367
2022-12-09,57.0074487659313,57.5
2022-12-12,57.02073517952594,58.0099983215332
2022-12-13,57.121025372004304,58.90999984741211
2022-12-14,57.146544129841,58.16999816894531
2022-12-15,57.021133990068506,56.58000183105469
2022-12-16,56.80306015817854,55.5
2022-12-19,56.59259610378607,55.40999984741211
2022-12-20,56.409341728173274,55.52999877929688
2022-12-21,56.37821061749064,56.97999954223633
2022-12-22,56.320014224386185,56.650001525878906
2022-12-23,56.295488155314025,56.93999862670898
2022-12-27,56.31481552609509,57.36000061035156
2022-12-28,56.25996636888157,56.56999969482422
2022-12-29,56.313662022891435,57.650001525878906
2022-12-30,56.30135560878193,56.970001220703125
2023-01-03,56.26150757125647,56.650001525878906
2023-01-04,56.31673584308279,57.59999847412109
2023-01-05,56.320958948187105,57.08000183105469
2023-01-06,56.49344198848732,58.83000183105469
2023-01-09,56.65763242101091,58.84000015258789
2023-01-10,56.91098441237161,59.869998931884766
2023-01-11,57.32275170186732,61.68999862670898
2023-01-12,57.70638774185448,61.65999984741211
2023-01-13,58.02914276223479,61.27000045776367
2023-01-17,58.32322796133987,61.18000030517578
2023-01-18,58.546482428447405,60.630001068115234
2023-01-19,58.71946032630715,60.25
2023-01-20,59.021322621122046,61.720001220703125
2023-01-23,59.326522609160186,61.959999084472656
2023-01-24,59.30248332754208,58.709999084472656
2023-01-25,59.30344014819235,58.959999084472656
2023-01-26,59.246892485373564,58.36000061035156
2023-01-27,59.121339847093516,57.59999847412109
2023-01-30,58.99030080204337,57.459999084472656
2023-01-31,58.97222744796158,58.560001373291016
2023-02-01,58.939965500342375,58.400001525878906
2023-02-02,58.934414956961376,58.65999984741211
2023-02-03,58.90342116294292,58.38999938964844
2023-02-06,58.93333564449415,59.0099983215332
2023-02-07,59.05258430025994,59.970001220703125
2023-02-08,59.06786228872277,58.959999084472656
2023-02-09,59.0200885699282,58.310001373291016
2023-02-10,58.96948964210799,58.25
2023-02-13,58.942927481078314,58.470001220703125
2023-02-14,58.8027807208991,57.2599983215332
2023-02-15,58.734400093956594,57.91999816894531
2023-02-16,58.61806770743725,57.369998931884766
2023-02-17,58.53783037994327,57.66999816894531
2023-02-21,58.32772795310429,56.25
2023-02-22,58.153261897342965,56.47999954223633
2023-02-23,57.98846481618705,56.459999084472656
2023-02-24,57.83567476217178,56.470001220703125
2023-02-27,57.64472509459117,55.959999084472656
2023-02-28,57.477187944717286,56.06999969482422
2023-03-01,57.31548175053467,56.0099983215332
2023-03-02,57.178361012929294,56.150001525878906
2023-03-03,57.10905358089729,56.7599983215332
2023-03-06,57.068023333954955,57.0
2023-03-07,56.93735451946207,56.02000045776367
2023-03-08,56.89798120678514,56.880001068115234
2023-03-09,56.72420605910621,55.43000030517578
2023-03-10,56.51420939807031,54.91999816894531
2023-03-13,56.23807814121837,54.06999969482422
2023-03-14,56.07343085306141,55.040000915527344
2023-03-15,55.767659009743475,53.43000030517578
2023-03-16,55.64310960661205,55.11000061035156
"
3344,US,technical,"During May 03, 2020 to March 25, 2021, count the number of times Live Nation Entertainment's close price break below the 20-day Triple Exponential Moving Average line. (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",30.0,medium,moving average,TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2),"date,close,open
2019-11-08,63.15999984741211,63.09999847412109
2019-11-11,64.47000122070312,63.33000183105469
2019-11-12,64.73999786376953,64.79000091552734
2019-11-13,64.61000061035156,64.62999725341797
2019-11-14,64.97000122070312,64.44999694824219
2019-11-15,65.4000015258789,65.4000015258789
2019-11-18,66.87999725341797,65.38999938964844
2019-11-19,68.22000122070312,67.12000274658203
2019-11-20,67.70999908447266,67.72000122070312
2019-11-21,66.16000366210938,67.66999816894531
2019-11-22,67.58999633789062,65.29000091552734
2019-11-25,69.02999877929688,67.9800033569336
2019-11-26,69.6500015258789,69.08000183105469
2019-11-27,70.47000122070312,69.80000305175781
2019-11-29,69.80999755859375,70.25
2019-12-02,69.01000213623047,69.75
2019-12-03,69.16000366210938,68.2300033569336
2019-12-04,69.4800033569336,68.91999816894531
2019-12-05,70.12999725341797,69.81999969482422
2019-12-06,70.4800033569336,70.63999938964844
2019-12-09,69.05000305175781,70.33999633789062
2019-12-10,69.5999984741211,68.91999816894531
2019-12-11,69.44000244140625,69.58000183105469
2019-12-12,69.43000030517578,69.25
2019-12-13,64.33999633789062,69.2300033569336
2019-12-16,63.560001373291016,64.68000030517578
2019-12-17,62.90999984741211,64.05999755859375
2019-12-18,63.95000076293945,63.02999877929688
2019-12-19,69.83000183105469,64.0
2019-12-20,71.55000305175781,70.54000091552734
2019-12-23,70.44000244140625,71.91000366210938
2019-12-24,70.61000061035156,70.2300033569336
2019-12-26,71.54000091552734,70.94000244140625
2019-12-27,71.6500015258789,71.77999877929688
2019-12-30,71.20999908447266,71.51000213623047
2019-12-31,71.47000122070312,70.94999694824219
2020-01-02,71.88999938964844,72.0
2020-01-03,71.63999938964844,70.72000122070312
2020-01-06,71.73999786376953,71.22000122070312
2020-01-07,70.91000366210938,71.63999938964844
2020-01-08,71.69000244140625,71.16999816894531
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2020-08-28,58.709999084472656,57.40999984741211
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2020-09-03,56.09999847412109,58.0
2020-09-04,57.58000183105469,56.9900016784668
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2020-09-10,56.93000030517578,57.52999877929688
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2020-09-17,58.560001373291016,59.38999938964844
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2020-03-18,32.291406783763165,29.5
2020-03-19,30.583119744766776,32.91999816894531
2020-03-20,29.6040576155647,33.970001220703125
2020-03-23,29.81969959213623,37.33000183105469
2020-03-24,31.590369897622736,42.93999862670898
2020-03-25,33.93306612365612,45.900001525878906
2020-03-26,35.96813808875621,45.93999862670898
2020-03-27,38.03660777961016,47.150001525878906
2020-03-30,39.30398819927987,45.22999954223633
2020-03-31,40.459589998678666,45.459999084472656
2020-04-01,39.746846851291465,38.880001068115234
2020-04-02,37.92803628104619,33.95000076293945
2020-04-03,36.3874372055042,33.56999969482422
2020-04-06,35.42239730702785,34.5099983215332
2020-04-07,35.55387549090912,37.84999847412109
2020-04-08,35.69158809465214,37.7599983215332
2020-04-09,35.98552296973669,38.27000045776367
2020-04-13,36.56604132990674,39.40999984741211
2020-04-14,37.74123466564976,41.959999084472656
2020-04-15,37.828965192767754,38.470001220703125
2020-04-16,37.388967891942855,36.400001525878906
2020-04-17,37.55838150450455,38.34999847412109
2020-04-20,37.281108008423914,36.65999984741211
2020-04-21,37.0255169576198,36.470001220703125
2020-04-22,36.80533090437618,36.34999847412109
2020-04-23,37.44869042658115,39.45000076293945
2020-04-24,37.67807888507469,38.2400016784668
2020-04-27,38.856319749761866,42.0099983215332
2020-04-28,40.25103756891627,43.63999938964844
2020-04-29,42.14181088319368,46.52999877929688
2020-04-30,43.24911257783881,44.869998931884766
2020-05-01,43.1779205772839,41.16999816894531
2020-05-04,43.27053163540525,41.83000183105469
2020-05-05,42.91669116572041,40.25
2020-05-06,42.1519587610435,38.4900016784668
2020-05-07,41.739108785465405,39.369998931884766
2020-05-08,42.0612925656598,41.959999084472656
2020-05-11,41.9584761348592,40.59000015258789
2020-05-12,41.2324869771421,38.15999984741211
2020-05-13,40.44498984732379,37.45000076293945
2020-05-14,40.24677455694637,39.18999862670898
2020-05-15,40.30783147930812,40.060001373291016
2020-05-18,41.93521066169277,46.150001525878906
2020-05-19,42.928484959085274,44.869998931884766
2020-05-20,44.469648367382995,47.72999954223633
2020-05-21,45.14062243350784,45.52999877929688
2020-05-22,45.91388189532757,46.4900016784668
2020-05-26,47.34913483997013,49.68999862670898
2020-05-27,49.01302964352355,51.70000076293945
2020-05-28,49.63837792016335,49.0099983215332
2020-05-29,50.14612000903407,49.15999984741211
2020-06-01,50.906936253910835,50.65999984741211
2020-06-02,51.451042094445654,50.52999877929688
2020-06-03,52.7270506334884,53.90999984741211
2020-06-04,53.60898587295991,53.470001220703125
2020-06-05,55.184562678000276,56.959999084472656
2020-06-08,56.45271934009579,57.09000015258789
2020-06-09,56.479140923424325,53.41999816894531
2020-06-10,56.19712692250177,52.47999954223633
2020-06-11,54.681101558818725,47.7400016784668
2020-06-12,53.75030003977956,49.119998931884766
2020-06-15,53.02251863518945,49.400001525878906
2020-06-16,52.34315573707196,49.20000076293945
2020-06-17,51.44978644223755,48.0
2020-06-18,50.781361311797546,48.31999969482422
2020-06-19,49.75014672274562,46.5099983215332
2020-06-22,48.707710519751785,45.77999877929688
2020-06-23,48.137038565346764,46.880001068115234
2020-06-24,46.971662634283874,44.18000030517578
2020-06-25,46.02200826314998,44.16999816894531
2020-06-26,44.85504506899944,42.619998931884766
2020-06-29,44.35060696283442,44.290000915527344
2020-06-30,43.969447123130536,44.33000183105469
2020-07-01,44.1185905452572,46.02000045776367
2020-07-02,44.09188976542281,45.36000061035156
2020-07-06,44.117028624275704,45.459999084472656
2020-07-07,44.04875929589128,45.040000915527344
2020-07-08,44.27669036397366,46.060001373291016
2020-07-09,44.21920594265221,45.04999923706055
2020-07-10,44.549259690964426,46.43999862670898
2020-07-13,44.63215457809009,45.65999984741211
2020-07-14,44.907725666044115,46.40999984741211
2020-07-15,46.55322551020247,51.84000015258789
2020-07-16,47.64920941440133,50.84999847412109
2020-07-17,48.593865576317654,51.040000915527344
2020-07-20,48.885402588887885,49.209999084472656
2020-07-21,49.10629676481268,49.18000030517578
2020-07-22,49.227041933163406,48.9900016784668
2020-07-23,49.05799536941763,48.0
2020-07-24,48.888509195803145,47.91999816894531
2020-07-27,48.590458514623776,47.34000015258789
2020-07-28,48.32638795141063,47.290000915527344
2020-07-29,48.01423316786422,46.93999862670898
2020-07-30,47.63345039313714,46.470001220703125
2020-07-31,47.40864780390543,46.810001373291016
2020-08-03,47.188747957853025,46.66999816894531
2020-08-04,47.29308972587599,47.7599983215332
2020-08-05,47.34926240606422,47.63999938964844
2020-08-06,47.35255304916592,47.470001220703125
2020-08-07,47.40314116210803,47.650001525878906
2020-08-10,48.262590442865495,50.79999923706055
2020-08-11,49.19550171278788,51.68999862670898
2020-08-12,49.864861061189686,51.34999847412109
2020-08-13,50.389803157292214,51.29999923706055
2020-08-14,50.85357436266401,51.47999954223633
2020-08-17,51.06563724603169,50.88999938964844
2020-08-18,51.07587330071844,50.31999969482422
2020-08-19,51.3906456317242,51.560001373291016
2020-08-20,51.63048157662729,51.54999923706055
2020-08-21,51.69944721379367,51.119998931884766
2020-08-24,52.510493908701896,54.09000015258789
2020-08-25,53.05087012822706,53.68000030517578
2020-08-26,53.20370212286863,52.63999938964844
2020-08-27,54.50664054298714,57.2599983215332
2020-08-28,55.92609958869086,58.709999084472656
2020-08-31,56.56356668385554,56.79999923706055
2020-09-01,57.156290206174525,57.20000076293945
2020-09-02,57.78881173028218,57.900001525878906
2020-09-03,57.80420550901617,56.09999847412109
2020-09-04,58.165526172523286,57.58000183105469
2020-09-08,58.48684340882734,57.810001373291016
2020-09-09,58.56812745360901,57.2400016784668
2020-09-10,58.52132601506507,56.93000030517578
2020-09-11,58.506449528377246,57.13999938964844
2020-09-14,58.85953930635953,58.65999984741211
2020-09-15,59.169762311416186,58.84999847412109
2020-09-16,59.68610945387157,59.970001220703125
2020-09-17,59.71454741636287,58.560001373291016
2020-09-18,59.30247178525317,56.9900016784668
2020-09-21,57.946461621195965,53.15999984741211
2020-09-22,56.80457148107638,53.11000061035156
2020-09-23,55.39978705289013,51.34000015258789
2020-09-24,54.13503276901713,50.90999984741211
2020-09-25,53.70832983669031,53.2400016784668
2020-09-28,53.671293368326495,54.40999984741211
2020-09-29,53.36030366233884,53.290000915527344
2020-09-30,53.26925607326677,53.880001068115234
2020-10-01,53.16964972233986,53.7400016784668
2020-10-02,53.35625208684966,54.72999954223633
2020-10-05,53.475624824544546,54.560001373291016
2020-10-06,53.49208055243106,54.209999084472656
2020-10-07,53.6725875112694,54.81999969482422
2020-10-08,54.204400760879686,56.27000045776367
2020-10-09,54.79074898135611,56.83000183105469
2020-10-12,55.01655775703278,55.84000015258789
2020-10-13,54.90356905798985,54.68999862670898
2020-10-14,54.72572699108007,54.36000061035156
2020-10-15,54.583842956596484,54.369998931884766
2020-10-16,54.529337451468514,54.59999847412109
2020-10-19,54.3238034946667,53.970001220703125
2020-10-20,54.59183406634903,55.63999938964844
2020-10-21,54.72331316840255,55.290000915527344
2020-10-22,55.232081634212946,56.83000183105469
2020-10-23,55.73410730787447,57.15999984741211
2020-10-26,55.46026018172393,54.52999877929688
2020-10-27,54.53796211908124,51.84999847412109
2020-10-28,53.14794152664237,49.400001525878906
2020-10-29,52.086738322657816,49.66999816894531
2020-10-30,51.00522611738292,48.79999923706055
2020-11-02,50.508701931225346,50.22999954223633
2020-11-03,50.93002935040217,53.34000015258789
2020-11-04,51.65563361531856,54.72999954223633
2020-11-05,52.70658615368536,56.43000030517578
2020-11-06,53.47618096991545,56.040000915527344
2020-11-09,56.269145995814604,64.36000061035156
2020-11-10,58.784016613452806,65.26000213623047
2020-11-11,60.41672516838011,63.68999862670898
2020-11-12,61.34841356484879,62.2400016784668
2020-11-13,63.07303260950708,66.08000183105469
2020-11-16,65.02643812575963,68.31999969482422
2020-11-17,66.69776542447198,68.77999877929688
2020-11-18,67.57346657579302,67.08999633789062
2020-11-19,68.18574799946987,66.91000366210938
2020-11-20,68.47270269736109,66.30999755859375
2020-11-23,69.16600308716673,68.30000305175781
2020-11-24,69.93836978901098,69.30999755859375
2020-11-25,70.24829509968171,68.29000091552734
2020-11-27,70.16976391151749,67.2300033569336
2020-11-30,69.64110665318611,65.6500015258789
2020-12-01,69.79667586323166,68.11000061035156
2020-12-02,70.34249729151841,69.9000015258789
2020-12-03,70.56803834248657,69.22000122070312
2020-12-04,70.9108045997877,70.0
2020-12-07,71.13028522851653,69.93000030517578
2020-12-08,71.25782344344006,69.88999938964844
2020-12-09,71.4181565998255,70.26000213623047
2020-12-10,72.04804487560872,72.33000183105469
2020-12-11,72.16263864565366,70.93000030517578
2020-12-14,72.0686079319006,70.3499984741211
2020-12-15,72.68804339582223,73.16999816894531
2020-12-16,73.11169508951701,72.9800033569336
2020-12-17,73.68323713514555,73.9800033569336
2020-12-18,73.97346645003199,73.43000030517578
2020-12-21,73.85190878105873,72.18000030517578
2020-12-22,73.67528468491456,72.01000213623047
2020-12-23,73.40213804344647,71.62999725341797
2020-12-24,73.15440475367768,71.63999938964844
2020-12-28,73.71663556765577,74.68000030517578
2020-12-29,74.11015745695644,74.51000213623047
2020-12-30,74.42436644774449,74.56999969482422
2020-12-31,74.3752106461478,73.4800033569336
2021-01-04,73.58352375786714,70.66999816894531
2021-01-05,73.26172617017325,72.0
2021-01-06,73.1447967139212,72.62000274658203
2021-01-07,73.13827003256789,73.01000213623047
2021-01-08,73.23906661850287,73.45999908447266
2021-01-11,72.99529711370863,72.23999786376953
2021-01-12,73.08031529549024,73.37000274658203
2021-01-13,73.12966886701781,73.31999969482422
2021-01-14,73.16580392902625,73.33000183105469
2021-01-15,72.73254369824653,71.56999969482422
2021-01-19,73.66236243392909,76.54000091552734
2021-01-20,73.68928793318047,73.7300033569336
2021-01-21,73.92711770292736,74.58999633789062
2021-01-22,73.51538572580596,72.27999877929688
2021-01-25,72.37600631041707,69.20999908447266
2021-01-26,71.30975354581228,68.69999694824219
2021-01-27,70.39517308348992,68.5199966430664
2021-01-28,69.82789521876362,69.18000030517578
2021-01-29,68.66929967108666,66.44999694824219
2021-02-01,68.02676447081213,67.55999755859375
2021-02-02,68.25421523746839,70.37999725341797
2021-02-03,68.73742399407537,71.44000244140625
2021-02-04,70.0806913025987,75.0199966430664
2021-02-05,71.01730887477362,74.33999633789062
2021-02-08,72.32249541384107,76.38999938964844
2021-02-09,73.68453081859309,77.5199966430664
2021-02-10,75.3402512634019,79.62999725341797
2021-02-11,77.04721035490752,81.04000091552734
2021-02-12,79.23411020088506,84.16999816894531
2021-02-16,81.2108176112221,85.01000213623047
2021-02-17,82.74938965313243,84.86000061035156
2021-02-18,83.85482120291398,84.44999694824219
2021-02-19,85.65178880612044,88.08999633789062
2021-02-22,87.26302630994074,88.8499984741211
2021-02-23,88.90312942341471,90.33000183105467
2021-02-24,90.21939742842936,90.48999786376952
2021-02-25,90.37696304729471,87.22000122070312
2021-02-26,90.8597754446455,88.86000061035156
2021-03-01,92.22334446128194,92.86000061035156
2021-03-02,92.67554520384967,90.56999969482422
2021-03-03,93.28106243328801,91.75
2021-03-04,93.54918036359635,91.13999938964844
2021-03-05,93.35620617121286,89.80999755859375
2021-03-08,93.02831294918263,89.4000015258789
2021-03-09,92.14656156470676,87.26000213623047
2021-03-10,91.60938818084135,88.16999816894531
2021-03-11,91.28351901508287,88.77999877929688
2021-03-12,90.74418992124367,87.87999725341797
2021-03-15,90.85989000101746,90.16000366210938
2021-03-16,90.36627610237481,88.01000213623047
2021-03-17,89.59241408241472,86.69000244140625
2021-03-18,89.24817114118622,87.88999938964844
2021-03-19,88.11648861787599,84.68000030517578
2021-03-22,87.07449310755652,84.27999877929688
2021-03-23,85.53188675381104,81.63999938964844
2021-03-24,84.24857180486812,81.55000305175781
2021-03-25,83.7974798910168,83.81999969482422
"
3345,US,technical,"How many times did the price break above the 5-day Hull Moving Average line for Bristol Myers Squibb from May 07, 2025 to July 27, 2025? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",11.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2025-04-28,48.459999084472656,48.86000061035156,48.310001373291016
2025-04-29,49.220001220703125,49.47999954223633,48.33000183105469
2025-04-30,50.20000076293945,50.34999847412109,50.18999862670898
2025-05-01,49.61000061035156,50.18000030517578,49.56999969482422
2025-05-02,50.56999969482422,50.650001525878906,50.11000061035156
2025-05-05,50.060001373291016,50.59999847412109,50.470001220703125
2025-05-06,47.56999969482422,49.79999923706055,49.7400016784668
2025-05-07,47.619998931884766,48.18999862670898,47.77999877929688
2025-05-08,46.880001068115234,47.400001525878906,47.0
2025-05-09,46.45000076293945,47.119998931884766,46.900001525878906
2025-05-12,48.18000030517578,48.41999816894531,46.20000076293945
2025-05-13,46.59000015258789,47.630001068115234,47.29999923706055
2025-05-14,44.119998931884766,46.86000061035156,46.709999084472656
2025-05-15,45.810001373291016,45.84999847412109,44.70000076293945
2025-05-16,46.75,46.79999923706055,45.9900016784668
2025-05-19,47.220001220703125,47.27000045776367,46.59999847412109
2025-05-20,47.869998931884766,48.2599983215332,47.4900016784668
2025-05-21,47.0,47.880001068115234,47.70000076293945
2025-05-22,47.02999877929688,47.27000045776367,46.900001525878906
2025-05-23,46.84999847412109,47.15999984741211,46.93000030517578
2025-05-27,46.88999938964844,47.36000061035156,47.22999954223633
2025-05-28,46.970001220703125,47.20000076293945,46.900001525878906
2025-05-29,47.84999847412109,47.84999847412109,47.0
2025-05-30,48.27999877929688,48.34999847412109,47.869998931884766
2025-06-02,48.790000915527344,48.869998931884766,48.5
2025-06-03,48.09000015258789,48.93000030517578,48.4900016784668
2025-06-04,47.95000076293945,48.84999847412109,48.16999816894531
2025-06-05,47.84000015258789,48.59999847412109,48.04999923706055
2025-06-06,48.40999984741211,48.68000030517578,48.09999847412109
2025-06-09,49.0,49.369998931884766,48.560001373291016
2025-06-10,49.970001220703125,50.630001068115234,49.209999084472656
2025-06-11,50.15999984741211,50.7599983215332,50.04999923706055
2025-06-12,50.68999862670898,50.7400016784668,50.15999984741211
2025-06-13,49.75,50.459999084472656,50.2400016784668
2025-06-16,48.65999984741211,49.43999862670898,49.33000183105469
2025-06-17,47.22999954223633,48.560001373291016,48.400001525878906
2025-06-18,46.84000015258789,47.369998931884766,47.310001373291016
2025-06-20,46.86000061035156,47.400001525878906,46.91999816894531
2025-06-23,46.91999816894531,47.18000030517578,46.88999938964844
2025-06-24,47.02999877929688,47.400001525878906,47.08000183105469
2025-06-25,46.68000030517578,47.0,47.0
2025-06-26,46.650001525878906,47.06999969482422,46.900001525878906
2025-06-27,46.34999847412109,46.95000076293945,46.83000183105469
2025-06-30,46.290000915527344,46.72999954223633,46.40999984741211
2025-07-01,47.5099983215332,48.2599983215332,46.2599983215332
2025-07-02,47.630001068115234,48.220001220703125,47.59000015258789
2025-07-03,46.91999816894531,47.27000045776367,47.209999084472656
2025-07-07,46.4900016784668,46.91999816894531,46.86000061035156
2025-07-08,47.040000915527344,47.81999969482422,46.650001525878906
2025-07-09,47.65999984741211,47.77999877929688,47.20000076293945
2025-07-10,48.52000045776367,48.61000061035156,47.45000076293945
2025-07-11,46.86000061035156,47.79999923706055,47.75
2025-07-14,47.34000015258789,47.970001220703125,46.880001068115234
2025-07-15,46.43000030517578,47.4900016784668,47.150001525878906
2025-07-16,47.16999816894531,47.41999816894531,46.77000045776367
2025-07-17,48.060001373291016,48.36000061035156,46.810001373291016
2025-07-18,47.36000061035156,48.2400016784668,48.13999938964844
2025-07-21,46.68999862670898,47.38999938964844,47.38999938964844
2025-07-22,48.02000045776367,48.13999938964844,46.90999984741211
2025-07-23,48.97999954223633,49.119998931884766,48.86000061035156
2025-07-24,48.93999862670898,49.27999877929688,49.02000045776367
2025-07-25,48.43000030517578,49.2400016784668,49.08000183105469
","date,5-day,close
2025-05-05,50.45444497002496,50.060001373291016
2025-05-06,48.47622265285916,47.56999969482422
2025-05-07,46.8968879699707,47.619998931884766
2025-05-08,46.44066653781467,46.880001068115234
2025-05-09,46.12133441501194,46.45000076293945
2025-05-12,47.241556379530174,48.18000030517578
2025-05-13,47.38555577596029,46.59000015258789
2025-05-14,44.91644363403321,44.119998931884766
2025-05-15,44.34666680230035,45.810001373291016
2025-05-16,46.09044520060221,46.75
2025-05-19,47.454889848497174,47.220001220703125
2025-05-20,48.16222212049697,47.869998931884766
2025-05-21,47.7306659274631,47.0
2025-05-22,47.03444341023762,47.02999877929688
2025-05-23,46.7686649746365,46.84999847412109
2025-05-27,46.7544431898329,46.88999938964844
2025-05-28,46.890000661214195,46.970001220703125
2025-05-29,47.56933339436849,47.84999847412109
2025-05-30,48.39310963948568,48.27999877929688
2025-06-02,48.97911088731555,48.790000915527344
2025-06-03,48.673556349012586,48.09000015258789
2025-06-04,48.01333423190647,47.95000076293945
2025-06-05,47.718889448377816,47.84000015258789
2025-06-06,48.086888800726996,48.40999984741211
2025-06-09,48.89488864474826,49.0
2025-06-10,49.94066738552518,49.970001220703125
2025-06-11,50.57355617947048,50.15999984741211
2025-06-12,50.900887891981334,50.68999862670898
2025-06-13,50.37622121175131,49.75
2025-06-16,48.956666480170355,48.65999984741211
2025-06-17,47.228444247775606,47.22999954223633
2025-06-18,46.20533328586154,46.84000015258789
2025-06-20,46.22600055270724,46.86000061035156
2025-06-23,46.618221452501096,46.91999816894531
2025-06-24,46.939553663465716,47.02999877929688
2025-06-25,46.83555492824979,46.68000030517578
2025-06-26,46.6031125386556,46.650001525878906
2025-06-27,46.362222459581155,46.34999847412109
2025-06-30,46.185555352105034,46.290000915527344
2025-07-01,46.99622141520182,47.5099983215332
2025-07-02,47.86533313327365,47.630001068115234
2025-07-03,47.50066604614258,46.91999816894531
2025-07-07,46.610222456190314,46.4900016784668
2025-07-08,46.59311269124348,47.040000915527344
2025-07-09,47.409111785888676,47.65999984741211
2025-07-10,48.48177786933051,48.52000045776367
2025-07-11,47.8595559861925,46.86000061035156
2025-07-14,47.0477781507704,47.34000015258789
2025-07-15,46.52800021701389,46.43000030517578
2025-07-16,46.643332163492836,47.16999816894531
2025-07-17,47.73444417317709,48.060001373291016
2025-07-18,47.937556711832684,47.36000061035156
2025-07-21,47.02599970499674,46.68999862670898
2025-07-22,47.32666609022352,48.02000045776367
2025-07-23,48.777999793158635,48.97999954223633
2025-07-24,49.473998938666455,48.93999862670898
2025-07-25,48.978221638997404,48.43000030517578
"
3346,US,technical,"From February 12, 2024 to January 24, 2025, how many times did Arista Networks's price break above the 10-day Hull Moving Average line? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",38.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2024-01-22,66.6500015258789,67.65750122070312,66.9175033569336
2024-01-23,65.51000213623047,66.5,66.42749786376953
2024-01-24,65.61750030517578,66.53250122070312,65.8375015258789
2024-01-25,66.1050033569336,67.50499725341797,66.4375
2024-01-26,66.0999984741211,66.65750122070312,65.48500061035156
2024-01-29,67.3949966430664,67.44499969482422,66.27749633789062
2024-01-30,67.98999786376953,68.2249984741211,67.57499694824219
2024-01-31,64.66999816894531,66.87249755859375,66.13249969482422
2024-02-01,65.74500274658203,65.93250274658203,65.5
2024-02-02,68.2750015258789,69.24749755859375,68.66000366210938
2024-02-05,68.24250030517578,69.0999984741211,68.75
2024-02-06,66.22250366210938,68.31749725341797,68.24500274658203
2024-02-07,66.76249694824219,67.53874969482422,66.5199966430664
2024-02-08,68.97250366210938,69.72000122070312,67.5
2024-02-09,70.61250305175781,71.20500183105469,70.5
2024-02-12,70.22000122070312,73.16500091552734,73.16500091552734
2024-02-13,66.37750244140625,67.68499755859375,64.47250366210938
2024-02-14,66.4175033569336,67.8499984741211,67.5
2024-02-15,66.625,66.93250274658203,66.55500030517578
2024-02-16,65.4375,67.09750366210938,66.3324966430664
2024-02-20,64.90249633789062,65.10250091552734,64.51750183105469
2024-02-21,63.622501373291016,64.69999694824219,64.22750091552734
2024-02-22,67.19000244140625,67.54499816894531,65.33999633789062
2024-02-23,66.91500091552734,68.43599700927734,67.38249969482422
2024-02-26,68.43499755859375,69.30374908447266,67.5
2024-02-27,67.97750091552734,69.07499694824219,68.5199966430664
2024-02-28,68.2925033569336,68.88500213623047,67.6500015258789
2024-02-29,69.38500213623047,69.5425033569336,68.75
2024-03-01,71.93499755859375,72.0999984741211,70.4000015258789
2024-03-04,71.98500061035156,72.82250213623047,72.0
2024-03-05,70.11750030517578,71.0199966430664,71.00749969482422
2024-03-06,71.125,71.69499969482422,71.07749938964844
2024-03-07,71.62000274658203,72.21499633789062,71.5
2024-03-08,68.27749633789062,71.82749938964844,71.62000274658203
2024-03-11,67.75499725341797,67.94499969482422,67.33000183105469
2024-03-12,70.46499633789062,70.48750305175781,68.25
2024-03-13,70.17749786376953,70.5625,69.99250030517578
2024-03-14,71.00499725341797,71.4375,70.40249633789062
2024-03-15,69.43250274658203,70.45249938964844,69.79499816894531
2024-03-18,72.33000183105469,72.42500305175781,70.60250091552734
2024-03-19,71.7300033569336,72.05999755859375,71.0
2024-03-20,74.1449966430664,74.19000244140625,72.25749969482422
2024-03-21,76.1500015258789,76.40750122070312,74.75
2024-03-22,76.6050033569336,76.93499755859375,75.75
2024-03-25,76.375,76.84249877929688,75.61750030517578
2024-03-26,74.4574966430664,76.375,75.12000274658203
2024-03-27,72.10250091552734,74.3375015258789,74.05999755859375
2024-03-28,72.49500274658203,73.23500061035156,71.94750213623047
2024-04-01,74.9375,74.94750213623047,73.06999969482422
2024-04-02,72.7125015258789,73.43499755859375,72.92500305175781
2024-04-03,74.69750213623047,75.37249755859375,72.77999877929688
2024-04-04,72.19249725341797,75.875,75.23999786376953
2024-04-05,74.4000015258789,74.5625,72.75499725341797
2024-04-08,74.34500122070312,74.79374694824219,74.25250244140625
2024-04-09,73.6875,74.99749755859375,74.99749755859375
2024-04-10,72.05500030517578,73.6449966430664,72.5
2024-04-11,74.1449966430664,74.4175033569336,72.65750122070312
2024-04-12,67.80500030517578,70.67500305175781,70.06749725341797
2024-04-15,65.80000305175781,69.21749877929688,68.82499694824219
2024-04-16,65.69000244140625,66.80000305175781,66.0
2024-04-17,64.81749725341797,66.16000366210938,65.71749877929688
2024-04-18,64.29750061035156,65.01499938964844,64.4124984741211
2024-04-19,61.522499084472656,64.19249725341797,64.06500244140625
2024-04-22,61.36750030517578,62.11000061035156,61.6349983215332
2024-04-23,62.79499816894531,62.9275016784668,61.59249877929688
2024-04-24,63.692501068115234,65.2249984741211,64.19750213623047
2024-04-25,66.19000244140625,67.17749786376953,64.16000366210938
2024-04-26,66.17500305175781,67.5625,66.69000244140625
2024-04-29,65.9175033569336,67.8550033569336,66.93250274658203
2024-04-30,64.13999938964844,66.4124984741211,65.48999786376953
2024-05-01,63.8025016784668,65.34249877929688,63.6349983215332
2024-05-02,65.46499633789062,65.51499938964844,64.56749725341797
2024-05-03,68.5999984741211,69.5875015258789,67.9749984741211
2024-05-06,69.70500183105469,69.94000244140625,68.34750366210938
2024-05-07,68.49749755859375,69.46749877929688,69.02749633789062
2024-05-08,72.9175033569336,74.25,70.7874984741211
2024-05-09,74.01750183105469,74.11499786376953,73.01750183105469
2024-05-10,78.50749969482422,79.05500030517578,74.88249969482422
2024-05-13,77.46749877929688,78.6449966430664,78.01750183105469
2024-05-14,78.41500091552734,78.49749755859375,77.27249908447266
2024-05-15,81.50749969482422,81.56999969482422,78.75
2024-05-16,80.02249908447266,82.25875091552734,81.75
2024-05-17,79.97250366210938,81.51374816894531,81.0425033569336
2024-05-20,79.84750366210938,81.00250244140625,80.12000274658203
2024-05-21,79.24749755859375,79.6050033569336,78.84500122070312
2024-05-22,79.125,80.30999755859375,80.01249694824219
2024-05-23,75.3550033569336,76.51750183105469,76.33999633789062
2024-05-24,76.63749694824219,77.1875,76.10749816894531
2024-05-28,76.87249755859375,78.20700073242188,78.0
2024-05-29,77.07749938964844,77.57250213623047,76.625
2024-05-30,75.91500091552734,77.24749755859375,76.75
2024-05-31,74.4124984741211,76.02749633789062,75.77249908447266
2024-06-03,74.09750366210938,75.30999755859375,75.0999984741211
2024-06-04,73.29499816894531,74.75,73.63749694824219
2024-06-05,74.38999938964844,75.4749984741211,74.6675033569336
2024-06-06,74.14250183105469,74.51625061035156,73.75
2024-06-07,74.19750213623047,75.34774780273438,74.19999694824219
2024-06-10,74.3949966430664,74.66974639892578,73.6500015258789
2024-06-11,76.19249725341797,76.28500366210938,74.5824966430664
2024-06-12,77.8324966430664,78.10250091552734,76.7925033569336
2024-06-13,82.9175033569336,82.9375,80.0
2024-06-14,82.125,82.86000061035156,82.75
2024-06-17,85.0199966430664,85.46849822998047,83.16999816894531
2024-06-18,85.08499908447266,86.03250122070312,85.0
2024-06-20,85.04750061035156,86.47250366210938,85.99500274658203
2024-06-21,84.33999633789062,84.63749694824219,84.62000274658203
2024-06-24,82.30249786376953,83.9124984741211,83.6624984741211
2024-06-25,83.63249969482422,83.92250061035156,82.83499908447266
2024-06-26,83.67500305175781,84.32250213623047,83.63249969482422
2024-06-27,86.98249816894531,87.74500274658203,84.5
2024-06-28,87.62000274658203,88.80500030517578,87.0
2024-07-01,89.17500305175781,89.39250183105469,88.67749786376953
2024-07-02,89.25250244140625,90.81999969482422,89.3375015258789
2024-07-03,91.3550033569336,91.3550033569336,89.5
2024-07-05,91.53500366210938,91.8125,91.62000274658205
2024-07-08,92.76750183105467,93.49500274658205,91.5374984741211
2024-07-09,91.4375,94.125,92.98249816894533
2024-07-10,90.9375,92.04499816894533,91.73999786376952
2024-07-11,89.89749908447266,91.25,91.02249908447266
2024-07-12,90.4749984741211,91.5999984741211,89.53250122070312
2024-07-15,90.1050033569336,91.7750015258789,91.26750183105467
2024-07-16,89.55750274658203,90.91699981689452,90.45249938964844
2024-07-17,84.16999816894531,88.125,87.67749786376953
2024-07-18,83.15750122070312,84.98999786376953,84.66500091552734
2024-07-19,82.63999938964844,84.0687484741211,83.16000366210938
2024-07-22,85.55999755859375,85.875,83.91500091552734
2024-07-23,86.6624984741211,87.22000122070312,85.55750274658203
2024-07-24,81.46749877929688,86.1500015258789,85.2125015258789
2024-07-25,78.52999877929688,81.75250244140625,81.75
2024-07-26,79.80249786376953,80.70500183105469,79.61000061035156
2024-07-29,80.13749694824219,82.00250244140625,80.2750015258789
2024-07-30,77.8550033569336,81.16999816894531,80.4124984741211
2024-07-31,86.63749694824219,87.42500305175781,84.5
2024-08-01,84.66000366210938,91.0374984741211,87.625
2024-08-02,79.83499908447266,81.25,80.0
2024-08-05,78.73249816894531,79.41500091552734,75.0
2024-08-06,80.88500213623047,82.29750061035156,80.0374984741211
2024-08-07,79.3324966430664,84.01750183105469,82.84249877929688
2024-08-08,83.625,83.67500305175781,81.09750366210938
2024-08-09,83.95249938964844,85.12249755859375,83.0
2024-08-12,84.5824966430664,85.77999877929688,84.25
2024-08-13,86.54750061035156,86.66000366210938,84.8550033569336
2024-08-14,87.1624984741211,88.47250366210938,87.1500015258789
2024-08-15,89.1500015258789,89.66999816894531,88.75
2024-08-16,88.47250366210938,89.25,88.7125015258789
2024-08-19,88.01499938964844,88.2925033569336,88.0
2024-08-20,88.44750213623047,89.5,88.4000015258789
2024-08-21,88.97250366210938,89.26249694824219,87.90750122070312
2024-08-22,88.0425033569336,89.5999984741211,88.99749755859375
2024-08-23,88.78250122070312,89.55999755859375,88.75
2024-08-26,86.17250061035156,89.5,89.32499694824219
2024-08-27,86.40499877929688,87.0199966430664,85.3375015258789
2024-08-28,85.29000091552734,87.0,86.3550033569336
2024-08-29,86.64749908447266,88.46749877929688,85.15499877929688
2024-08-30,88.34500122070312,88.4175033569336,87.75
2024-09-03,81.68000030517578,88.25,87.77249908447266
2024-09-04,81.51249694824219,82.62249755859375,81.0
2024-09-05,82.11000061035156,82.5374984741211,80.33000183105469
2024-09-06,78.57749938964844,82.02749633789062,80.76249694824219
2024-09-09,81.19249725341797,81.44499969482422,79.9800033569336
2024-09-10,81.6875,82.2925033569336,81.25
2024-09-11,85.73249816894531,86.00499725341797,81.87249755859375
2024-09-12,88.83999633789062,89.44000244140625,85.69999694824219
2024-09-13,89.94000244140625,91.00724792480467,89.98750305175781
2024-09-16,89.79000091552734,90.02999877929688,88.78250122070312
2024-09-17,90.2375030517578,92.03500366210938,91.25
2024-09-18,90.42749786376952,92.04000091552734,90.51499938964844
2024-09-19,94.83000183105467,95.13500213623048,93.19499969482422
2024-09-20,96.11499786376952,96.375,94.37000274658205
2024-09-23,96.39250183105467,97.5,96.95249938964844
2024-09-24,96.26750183105467,97.07250213623048,97.07250213623048
2024-09-25,97.05249786376952,97.45249938964844,96.18250274658205
2024-09-26,96.5749969482422,98.95500183105467,98.4250030517578
2024-09-27,95.06500244140624,96.56124877929688,96.37249755859376
2024-09-30,95.95500183105467,96.09375,94.50499725341795
2024-10-01,95.4625015258789,97.7074966430664,97.09249877929688
2024-10-02,97.40499877929688,97.6050033569336,95.3625030517578
2024-10-03,97.52749633789062,98.95500183105467,97.1875
2024-10-04,98.99250030517578,99.1999969482422,99.0
2024-10-07,98.13500213623048,99.87000274658205,98.5
2024-10-08,100.05500030517578,100.5,99.56500244140624
2024-10-09,101.73249816894533,102.29875183105467,99.6750030517578
2024-10-10,102.44000244140624,102.67749786376952,100.88999938964844
2024-10-11,104.23249816894533,104.42749786376952,102.5999984741211
2024-10-14,103.36750030517578,105.68250274658205,104.7925033569336
2024-10-15,98.07749938964844,103.6500015258789,103.5
2024-10-16,101.5199966430664,101.5875015258789,98.79499816894533
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2025-01-08,116.7257794235692,115.51000213623048
2025-01-10,116.66509178238687,114.33999633789062
2025-01-13,115.56366673479177,112.63999938964844
2025-01-14,114.5751921836776,114.91000366210938
2025-01-15,114.43583851823901,116.0999984741211
2025-01-16,115.39508015796393,118.12999725341795
2025-01-17,117.20252356481069,119.9499969482422
2025-01-21,119.46979603622897,121.5
2025-01-22,123.38315159961432,129.82000732421875
2025-01-23,127.24571751295917,129.1199951171875
2025-01-24,130.16255554045088,129.1699981689453
"
3347,US,technical,"For KKR & Co. between May 02, 2021 and February 14, 2022, how many times did the price break below the 10-day Hull Moving Average line? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",33.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2021-04-12,52.0099983215332,52.13999938964844,51.08000183105469
2021-04-13,52.02999877929688,52.52000045776367,52.040000915527344
2021-04-14,53.11000061035156,53.52999877929688,52.400001525878906
2021-04-15,52.91999816894531,53.65999984741211,53.54999923706055
2021-04-16,53.310001373291016,53.5,53.040000915527344
2021-04-19,53.310001373291016,53.52999877929688,53.27999877929688
2021-04-20,52.59999847412109,53.18999862670898,52.900001525878906
2021-04-21,53.09999847412109,53.13999938964844,52.619998931884766
2021-04-22,53.720001220703125,54.130001068115234,53.2599983215332
2021-04-23,55.09999847412109,55.33000183105469,53.869998931884766
2021-04-26,55.56999969482422,55.619998931884766,55.209999084472656
2021-04-27,56.63999938964844,56.66999816894531,55.68999862670898
2021-04-28,56.709999084472656,56.77000045776367,56.66999816894531
2021-04-29,56.810001373291016,57.18000030517578,57.18000030517578
2021-04-30,56.58000183105469,56.90999984741211,56.79999923706055
2021-05-03,56.27000045776367,57.04999923706055,57.0099983215332
2021-05-04,55.630001068115234,56.90999984741211,55.75
2021-05-05,58.11000061035156,58.18000030517578,56.31999969482422
2021-05-06,57.68000030517578,58.63999938964844,58.22999954223633
2021-05-07,58.720001220703125,59.150001525878906,57.59000015258789
2021-05-10,57.09000015258789,58.77999877929688,58.650001525878906
2021-05-11,56.27000045776367,57.0,56.290000915527344
2021-05-12,54.09999847412109,56.31999969482422,56.09999847412109
2021-05-13,55.119998931884766,55.31999969482422,54.34999847412109
2021-05-14,56.13999938964844,56.36000061035156,55.33000183105469
2021-05-17,55.43999862670898,56.16999816894531,55.91999816894531
2021-05-18,54.9900016784668,56.0,55.650001525878906
2021-05-19,54.79999923706055,54.84000015258789,54.119998931884766
2021-05-20,55.38999938964844,55.79999923706055,55.0
2021-05-21,55.2400016784668,55.84999847412109,55.65999984741211
2021-05-24,55.31999969482422,55.63999938964844,55.5
2021-05-25,55.58000183105469,56.38999938964844,55.65999984741211
2021-05-26,55.52999877929688,55.72999954223633,55.5
2021-05-27,55.70000076293945,55.880001068115234,55.5
2021-05-28,55.68999862670898,55.93000030517578,55.86000061035156
2021-06-01,55.72999954223633,56.68999862670898,56.33000183105469
2021-06-02,55.0,55.81999969482422,55.72999954223633
2021-06-03,55.59000015258789,55.72999954223633,54.66999816894531
2021-06-04,55.400001525878906,55.93000030517578,55.63999938964844
2021-06-07,54.130001068115234,55.54999923706055,55.43999862670898
2021-06-08,55.29999923706055,55.369998931884766,54.220001220703125
2021-06-09,55.27999877929688,55.68000030517578,55.27000045776367
2021-06-10,56.02000045776367,56.36000061035156,55.68000030517578
2021-06-11,56.5,56.5099983215332,56.33000183105469
2021-06-14,55.290000915527344,56.70000076293945,56.560001373291016
2021-06-15,55.68999862670898,55.810001373291016,55.29999923706055
2021-06-16,57.02999877929688,57.040000915527344,56.060001373291016
2021-06-17,57.13999938964844,57.81999969482422,57.15999984741211
2021-06-18,56.38999938964844,56.65999984741211,56.43999862670898
2021-06-21,57.900001525878906,57.93999862670898,56.91999816894531
2021-06-22,58.560001373291016,58.70000076293945,58.0
2021-06-23,59.36000061035156,59.880001068115234,58.7400016784668
2021-06-24,60.130001068115234,60.18999862670898,59.90999984741211
2021-06-25,60.7599983215332,61.04999923706055,60.290000915527344
2021-06-28,60.52000045776367,61.0,60.91999816894531
2021-06-29,60.380001068115234,61.04999923706055,60.59999847412109
2021-06-30,59.2400016784668,60.25,60.15999984741211
2021-07-01,59.75,59.93999862670898,59.45000076293945
2021-07-02,59.790000915527344,60.08000183105469,59.959999084472656
2021-07-06,59.93000030517578,60.130001068115234,59.84999847412109
2021-07-07,59.369998931884766,60.060001373291016,59.95000076293945
2021-07-08,58.02999877929688,58.619998931884766,58.220001220703125
2021-07-09,59.09999847412109,59.209999084472656,58.59999847412109
2021-07-12,60.459999084472656,60.58000183105469,59.79999923706055
2021-07-13,59.40999984741211,61.470001220703125,61.11000061035156
2021-07-14,58.90999984741211,59.68000030517578,59.47999954223633
2021-07-15,58.81999969482422,59.31999969482422,58.68999862670898
2021-07-16,58.2400016784668,59.20000076293945,59.150001525878906
2021-07-19,57.369998931884766,57.7599983215332,57.08000183105469
2021-07-20,58.560001373291016,58.970001220703125,57.7400016784668
2021-07-21,59.380001068115234,59.63999938964844,58.959999084472656
2021-07-22,60.709999084472656,60.83000183105469,59.65999984741211
2021-07-23,61.41999816894531,62.31999969482422,60.7400016784668
2021-07-26,61.83000183105469,62.06999969482422,61.5
2021-07-27,62.33000183105469,62.90999984741211,61.61000061035156
2021-07-28,62.45000076293945,62.68000030517578,62.61000061035156
2021-07-29,63.810001373291016,64.18000030517578,62.400001525878906
2021-07-30,63.7599983215332,64.30999755859375,63.38999938964844
2021-08-02,63.540000915527344,64.38999938964844,64.2300033569336
2021-08-03,64.80000305175781,65.7300033569336,65.56999969482422
2021-08-04,66.02999877929688,66.23999786376953,65.05999755859375
2021-08-05,67.23999786376953,67.41999816894531,66.80000305175781
2021-08-06,67.58000183105469,67.7699966430664,67.55999755859375
2021-08-09,66.83999633789062,67.80999755859375,67.69999694824219
2021-08-10,65.80000305175781,67.0999984741211,66.81999969482422
2021-08-11,65.80999755859375,66.75,66.66999816894531
2021-08-12,66.0999984741211,66.13999938964844,65.5999984741211
2021-08-13,66.04000091552734,66.70999908447266,66.1500015258789
2021-08-16,65.4000015258789,65.93000030517578,65.69000244140625
2021-08-17,63.52000045776367,65.4000015258789,64.81999969482422
2021-08-18,63.18999862670898,64.2699966430664,63.47999954223633
2021-08-19,62.20000076293945,62.75,61.91999816894531
2021-08-20,63.310001373291016,63.810001373291016,62.34000015258789
2021-08-23,64.41999816894531,64.68000030517578,63.88999938964844
2021-08-24,64.44999694824219,64.8499984741211,64.41999816894531
2021-08-25,64.5199966430664,64.94999694824219,64.37999725341797
2021-08-26,64.2300033569336,64.87999725341797,64.7300033569336
2021-08-27,64.19999694824219,64.58999633789062,64.29000091552734
2021-08-30,64.30999755859375,64.97000122070312,64.31999969482422
2021-08-31,64.29000091552734,64.66999816894531,64.37999725341797
2021-09-01,64.5199966430664,64.87999725341797,64.25
2021-09-02,64.44999694824219,65.0,65.0
2021-09-03,64.44000244140625,65.16999816894531,64.22000122070312
2021-09-07,62.77000045776367,64.19999694824219,64.11000061035156
2021-09-08,63.06999969482422,63.150001525878906,62.41999816894531
2021-09-09,62.90999984741211,63.88999938964844,63.04999923706055
2021-09-10,62.7599983215332,63.619998931884766,63.20000076293945
2021-09-13,63.31999969482422,64.01000213623047,63.9900016784668
2021-09-14,63.38999938964844,64.06999969482422,63.650001525878906
2021-09-15,64.62000274658203,64.83999633789062,63.25
2021-09-16,66.63999938964844,66.66000366210938,64.5
2021-09-17,66.4800033569336,67.05000305175781,66.66000366210938
2021-09-20,62.45000076293945,64.45999908447266,64.0199966430664
2021-09-21,63.540000915527344,63.959999084472656,63.36000061035156
2021-09-22,63.59999847412109,64.2300033569336,64.1500015258789
2021-09-23,63.650001525878906,64.30999755859375,63.88999938964844
2021-09-24,62.02999877929688,63.5099983215332,63.18999862670898
2021-09-27,61.52999877929688,62.16999816894531,61.77999877929688
2021-09-28,60.02000045776367,61.13999938964844,61.0
2021-09-29,60.84000015258789,61.209999084472656,60.34999847412109
2021-09-30,60.880001068115234,61.72999954223633,61.02999877929688
2021-10-01,61.68000030517578,62.06999969482422,61.34999847412109
2021-10-04,60.27000045776367,61.900001525878906,61.59999847412109
2021-10-05,61.880001068115234,62.25,60.790000915527344
2021-10-06,61.86000061035156,62.380001068115234,61.2599983215332
2021-10-07,63.380001068115234,64.4000015258789,62.81999969482422
2021-10-08,65.51000213623047,65.73999786376953,63.369998931884766
2021-10-11,65.43000030517578,67.33000183105469,66.02999877929688
2021-10-12,65.29000091552734,65.98999786376953,65.70999908447266
2021-10-13,65.7699966430664,66.19999694824219,66.08000183105469
2021-10-14,66.80999755859375,66.91999816894531,66.54000091552734
2021-10-15,66.20999908447266,67.5,67.48999786376953
2021-10-18,67.12999725341797,67.1500015258789,66.3499984741211
2021-10-19,68.51000213623047,68.52999877929688,67.52999877929688
2021-10-20,70.58000183105469,70.58999633789062,69.01000213623047
2021-10-21,73.12000274658203,73.16000366210938,70.45999908447266
2021-10-22,73.54000091552734,73.83000183105469,73.0
2021-10-25,74.86000061035156,75.08999633789062,74.25
2021-10-26,76.55000305175781,77.04000091552734,75.58999633789062
2021-10-27,76.33999633789062,76.8499984741211,76.08999633789062
2021-10-28,79.25,79.29000091552734,76.44999694824219
2021-10-29,79.66999816894531,79.73999786376953,78.41000366210938
2021-11-01,77.6500015258789,80.0,79.98999786376953
2021-11-02,80.76000213623047,80.98999786376953,75.3499984741211
2021-11-03,83.4000015258789,83.44000244140625,81.25
2021-11-04,81.08000183105469,83.9000015258789,83.86000061035156
2021-11-05,80.27999877929688,81.93000030517578,81.55000305175781
2021-11-08,78.93000030517578,80.69000244140625,79.5
2021-11-09,79.6500015258789,79.80000305175781,79.12999725341797
2021-11-10,76.06999969482422,78.70999908447266,78.33000183105469
2021-11-11,78.0999984741211,78.36000061035156,76.97000122070312
2021-11-12,78.77999877929688,78.94000244140625,78.0
2021-11-15,77.7699966430664,79.08000183105469,78.83999633789062
2021-11-16,78.13999938964844,78.37999725341797,77.02999877929688
2021-11-17,78.5,78.95999908447266,78.27999877929688
2021-11-18,78.41000366210938,79.16000366210938,78.5
2021-11-19,78.30999755859375,78.8499984741211,78.6500015258789
2021-11-22,78.30000305175781,79.88999938964844,78.75
2021-11-23,76.68000030517578,78.18000030517578,77.80999755859375
2021-11-24,76.70999908447266,76.80000305175781,76.0199966430664
2021-11-26,74.3499984741211,75.0999984741211,74.9000015258789
2021-11-29,76.30999755859375,76.79000091552734,76.66000366210938
2021-11-30,74.44999694824219,76.33000183105469,75.73999786376953
2021-12-01,74.0,76.83000183105469,76.06999969482422
2021-12-02,75.4800033569336,75.72000122070312,73.45999908447266
2021-12-03,73.62000274658203,76.79000091552734,75.94999694824219
2021-12-06,74.4000015258789,74.87000274658203,73.95999908447266
2021-12-07,77.69999694824219,77.87999725341797,76.55999755859375
2021-12-08,76.9800033569336,78.31999969482422,77.41999816894531
2021-12-09,75.76000213623047,77.2699966430664,76.55000305175781
2021-12-10,75.33999633789062,76.80000305175781,76.38999938964844
2021-12-13,72.38999938964844,75.48999786376953,75.22000122070312
2021-12-14,73.04000091552734,73.41000366210938,71.68000030517578
2021-12-15,73.94000244140625,74.41999816894531,73.36000061035156
2021-12-16,71.08999633789062,75.79000091552734,75.5
2021-12-17,71.58000183105469,72.16000366210938,70.0
2021-12-20,70.58000183105469,70.73999786376953,70.16999816894531
2021-12-21,72.16000366210938,72.44999694824219,71.20999908447266
2021-12-22,74.0,74.20999908447266,72.25
2021-12-23,75.73999786376953,76.37000274658203,74.38999938964844
2021-12-27,77.25,77.48999786376953,75.81999969482422
2021-12-28,76.7300033569336,78.4000015258789,78.06999969482422
2021-12-29,74.5,76.8499984741211,76.55999755859375
2021-12-30,74.7699966430664,75.83000183105469,74.80000305175781
2021-12-31,74.5,74.83999633789062,74.33999633789062
2022-01-03,73.5199966430664,75.19000244140625,74.47000122070312
2022-01-04,74.30999755859375,74.69999694824219,74.2699966430664
2022-01-05,68.9800033569336,74.29000091552734,74.16999816894531
2022-01-06,70.58999633789062,71.05000305175781,70.66000366210938
2022-01-07,69.5,70.68000030517578,70.37000274658203
2022-01-10,69.30999755859375,69.55000305175781,69.55000305175781
2022-01-11,71.68000030517578,71.9800033569336,69.66000366210938
2022-01-12,72.13999938964844,73.0999984741211,72.0999984741211
2022-01-13,69.86000061035156,73.27999877929688,72.41999816894531
2022-01-14,69.4000015258789,69.66000366210938,68.80999755859375
2022-01-18,67.95999908447266,69.1500015258789,68.01000213623047
2022-01-19,66.87999725341797,68.94999694824219,68.75
2022-01-20,67.08000183105469,69.45999908447266,67.7699966430664
2022-01-21,65.81999969482422,67.62999725341797,66.30999755859375
2022-01-24,65.41000366210938,65.69000244140625,64.05000305175781
2022-01-25,64.76000213623047,65.83000183105469,63.75
2022-01-26,64.52999877929688,67.16000366210938,66.30000305175781
2022-01-27,66.0,67.72000122070312,66.30999755859375
2022-01-28,68.19000244140625,68.2300033569336,66.08999633789062
2022-01-31,71.16000366210938,71.22000122070312,68.22000122070312
2022-02-01,72.45999908447266,72.4800033569336,71.66000366210938
2022-02-02,73.18000030517578,73.30000305175781,73.0
2022-02-03,70.91000366210938,72.16999816894531,71.2699966430664
2022-02-04,70.93000030517578,71.58000183105469,70.41000366210938
2022-02-07,70.7300033569336,71.61000061035156,70.8499984741211
2022-02-08,66.37999725341797,68.6500015258789,67.62000274658203
2022-02-09,68.83000183105469,69.30000305175781,67.5
2022-02-10,66.0,68.81999969482422,67.0
2022-02-11,62.7599983215332,66.25,66.01000213623047
2022-02-14,60.56999969482422,62.72999954223633,62.060001373291016
","date,10-day,close
2021-04-27,55.615211405898584,56.63999938964844
2021-04-28,56.5306356333723,56.709999084472656
2021-04-29,57.16909059466738,56.810001373291016
2021-04-30,57.38853587526264,56.58000183105469
2021-05-03,57.25172833144063,56.27000045776367
2021-05-04,56.76848620790423,55.630001068115234
2021-05-05,56.816698305534594,58.11000061035156
2021-05-06,57.11863741633868,57.68000030517578
2021-05-07,57.78137462115048,58.720001220703125
2021-05-10,58.04194005330404,57.09000015258789
2021-05-11,57.80297019650237,56.27000045776367
2021-05-12,56.663848395299425,54.09999847412109
2021-05-13,55.554332648383244,55.119998931884766
2021-05-14,54.98394841666174,56.13999938964844
2021-05-17,54.84387743400805,55.43999862670898
2021-05-18,54.830231522068836,54.9900016784668
2021-05-19,54.845050110479804,54.79999923706055
2021-05-20,54.946232138739695,55.38999938964844
2021-05-21,55.02756595804234,55.2400016784668
2021-05-24,55.128626755993785,55.31999969482422
2021-05-25,55.291404920635806,55.58000183105469
2021-05-26,55.44900061482131,55.52999877929688
2021-05-27,55.59197021638503,55.70000076293945
2021-05-28,55.70157568575155,55.68999862670898
2021-06-01,55.77675710735898,55.72999954223633
2021-06-02,55.62807005294646,55.0
2021-06-03,55.518595489347824,55.59000015258789
2021-06-04,55.4202122235539,55.400001525878906
2021-06-07,55.066051251960516,54.130001068115234
2021-06-08,54.88328359584616,55.29999923706055
2021-06-09,54.87991942974052,55.27999877929688
2021-06-10,55.17616151751894,56.02000045776367
2021-06-11,55.67776740103057,56.5
2021-06-14,55.93408074812455,55.290000915527344
2021-06-15,55.997514955925205,55.68999862670898
2021-06-16,56.25030252475931,57.02999877929688
2021-06-17,56.635867879848284,57.13999938964844
2021-06-18,56.83083745397702,56.38999938964844
2021-06-21,57.2227571506693,57.900001525878906
2021-06-22,57.80908119509919,58.560001373291016
2021-06-23,58.568627243812635,59.36000061035156
2021-06-24,59.42484980881816,60.130001068115234
2021-06-25,60.3281927012434,60.7599983215332
2021-06-28,60.93739424040823,60.52000045776367
2021-06-29,61.17526278640285,60.380001068115234
2021-06-30,60.84710155448528,59.2400016784668
2021-07-01,60.38027340282093,59.75
2021-07-02,59.95500086774729,59.790000915527344
2021-07-06,59.74899070046164,59.93000030517578
2021-07-07,59.57093969017569,59.369998931884766
2021-07-08,59.133928842255564,58.02999877929688
2021-07-09,58.83213016240283,59.09999847412109
2021-07-12,59.029261097763516,60.459999084472656
2021-07-13,59.27622081486866,59.40999984741211
2021-07-14,59.34647377091225,58.90999984741211
2021-07-15,59.24714088054619,58.81999969482422
2021-07-16,58.91549519625577,58.2400016784668
2021-07-19,58.28364685906305,57.369998931884766
2021-07-20,57.947051188921684,58.560001373291016
2021-07-21,58.112677676268305,59.380001068115234
2021-07-22,58.88898047244911,60.709999084472656
2021-07-23,60.01088873352668,61.41999816894531
2021-07-26,61.18533316718208,61.83000183105469
2021-07-27,62.158596300837964,62.33000183105469
2021-07-28,62.79654629254582,62.45000076293945
2021-07-29,63.40668814302694,63.810001373291016
2021-07-30,63.88298065879127,63.7599983215332
2021-08-02,64.13690960046016,63.540000915527344
2021-08-03,64.47447560242932,64.80000305175781
2021-08-04,65.11426331876504,66.02999877929688
2021-08-05,66.07851503545588,67.23999786376953
2021-08-06,67.09605032410285,67.58000183105469
2021-08-09,67.71597877271248,66.83999633789062
2021-08-10,67.62833271989918,65.80000305175781
2021-08-11,67.09758508085001,65.80999755859375
2021-08-12,66.51836271575003,66.0999984741211
2021-08-13,66.08752445644802,66.04000091552734
2021-08-16,65.71828283059477,65.4000015258789
2021-08-17,65.01244497588186,63.52000045776367
2021-08-18,64.12781862586435,63.18999862670898
2021-08-19,63.07800040582213,62.20000076293945
2021-08-20,62.47080866881091,63.310001373291016
2021-08-23,62.56768699029479,64.41999816894531
2021-08-24,63.15111017708826,64.44999694824219
2021-08-25,63.84839174675219,64.5199966430664
2021-08-26,64.35364481608075,64.2300033569336
2021-08-27,64.56639235525421,64.19999694824219
2021-08-30,64.56644279402916,64.30999755859375
2021-08-31,64.4729382062199,64.29000091552734
2021-09-01,64.43144310459945,64.5199966430664
2021-09-02,64.43154342728432,64.44999694824219
2021-09-03,64.45623093807336,64.44000244140625
2021-09-07,64.07095918366404,62.77000045776367
2021-09-08,63.57348506811894,63.06999969482422
2021-09-09,63.076081285573004,62.90999984741211
2021-09-10,62.708474904840635,62.7599983215332
2021-09-13,62.623484559492624,63.31999969482422
2021-09-14,62.797615505950624,63.38999938964844
2021-09-15,63.35434346825186,64.62000274658203
2021-09-16,64.4939700656467,66.63999938964844
2021-09-17,65.70781953599717,66.4800033569336
2021-09-20,65.66615329318576,62.45000076293945
2021-09-21,65.03490087721082,63.540000915527344
2021-09-22,64.21578885088063,63.59999847412109
2021-09-23,63.59069756401909,63.650001525878906
2021-09-24,62.83941401086671,62.02999877929688
2021-09-27,62.16081744492656,61.52999877929688
2021-09-28,61.211544584023834,60.02000045776367
2021-09-29,60.50736305545075,60.84000015258789
2021-09-30,60.12406055566036,60.880001068115234
2021-10-01,60.30749533682158,61.68000030517578
2021-10-04,60.399414810026535,60.27000045776367
2021-10-05,60.813152390297006,61.880001068115234
2021-10-06,61.26523324600373,61.86000061035156
2021-10-07,62.05751613270153,63.380001068115234
2021-10-08,63.338839694707076,65.51000213623047
2021-10-11,64.70345585370303,65.43000030517578
2021-10-12,65.67927393287118,65.29000091552734
2021-10-13,66.28267678540162,65.7699966430664
2021-10-14,66.76615017592304,66.80999755859375
2021-10-15,66.93257359591398,66.20999908447266
2021-10-18,67.11515891335227,67.12999725341797
2021-10-19,67.61961429865674,68.51000213623047
2021-10-20,68.73306025880757,70.58000183105469
2021-10-21,70.5470115122169,73.12000274658203
2021-10-22,72.49604267544217,73.54000091552734
2021-10-25,74.32065893616338,74.86000061035156
2021-10-26,75.98482062599875,76.55000305175781
2021-10-27,77.11927375408133,76.33999633789062
2021-10-28,78.34160593206232,79.25
2021-10-29,79.48702905828303,79.66999816894531
2021-11-01,79.86646353211064,77.6500015258789
2021-11-02,80.32755527688998,80.76000213623047
2021-11-03,81.44306148952906,83.4000015258789
2021-11-04,82.17701185592496,81.08000183105469
2021-11-05,82.21325406931868,80.27999877929688
2021-11-08,81.4749302642514,78.93000030517578
2021-11-09,80.57718250775577,79.6500015258789
2021-11-10,78.89565690936463,76.06999969482422
2021-11-11,77.72407040836835,78.0999984741211
2021-11-12,77.30253446174392,78.77999877929688
2021-11-15,77.28954359883011,77.7699966430664
2021-11-16,77.46040183943931,78.13999938964844
2021-11-17,77.85648297396573,78.5
2021-11-18,78.18965633662059,78.41000366210938
2021-11-19,78.35611137621329,78.30999755859375
2021-11-22,78.41132447213836,78.30000305175781
2021-11-23,78.01702168011906,76.68000030517578
2021-11-24,77.41479908336294,76.70999908447266
2021-11-26,76.27274750988893,74.3499984741211
2021-11-29,75.57031203761245,76.30999755859375
2021-11-30,74.8533411045267,74.44999694824219
2021-12-01,74.26432075115166,74.0
2021-12-02,74.1400393245196,75.4800033569336
2021-12-03,73.99173823655254,73.62000274658203
2021-12-06,73.9400123287933,74.4000015258789
2021-12-07,74.77742597021239,77.69999694824219
2021-12-08,75.87743598090277,76.9800033569336
2021-12-09,76.51856726444129,75.76000213623047
2021-12-10,76.57055600869536,75.33999633789062
2021-12-13,75.55174689244743,72.38999938964844
2021-12-14,74.19862550677675,73.04000091552734
2021-12-15,73.25855550284338,73.94000244140625
2021-12-16,72.25902982769591,71.08999633789062
2021-12-17,71.49586855955799,71.58000183105469
2021-12-20,70.81961664527354,70.58000183105469
2021-12-21,70.7355370338517,72.16000366210938
2021-12-22,71.41503223457721,74.0
2021-12-23,72.94448606703016,75.73999786376953
2021-12-27,74.94175786490392,77.25
2021-12-28,76.61982873473505,76.7300033569336
2021-12-29,77.08090959799411,74.5
2021-12-30,76.69505022607669,74.7699966430664
2021-12-31,75.84471641309334,74.5
2022-01-03,74.77188719161833,73.5199966430664
2022-01-04,74.03785606153083,74.30999755859375
2022-01-05,72.47085694592408,68.9800033569336
2022-01-06,71.05460467868382,70.58999633789062
2022-01-07,69.74241319136188,69.5
2022-01-10,68.89284733473653,69.30999755859375
2022-01-11,68.97448399091007,71.68000030517578
2022-01-12,69.89592849269057,72.13999938964844
2022-01-13,70.45416133379695,69.86000061035156
2022-01-14,70.46199033332594,69.4000015258789
2022-01-18,69.74775821416067,67.95999908447266
2022-01-19,68.51614127110953,66.87999725341797
2022-01-20,67.30762607304737,67.08000183105469
2022-01-21,66.24022199072017,65.81999969482422
2022-01-24,65.40944519813614,65.41000366210938
2022-01-25,64.73916334672407,64.76000213623047
2022-01-26,64.27477954132388,64.52999877929688
2022-01-27,64.35964763140437,66.0
2022-01-28,65.32903138748323,68.19000244140625
2022-01-31,67.35930470167987,71.16000366210938
2022-02-01,69.88430452443133,72.45999908447266
2022-02-02,72.25891022345033,73.18000030517578
2022-02-03,73.34783986409505,70.91000366210938
2022-02-04,73.33667821402501,70.93000030517578
2022-02-07,72.59247660010752,70.7300033569336
2022-02-08,70.6517384153424,66.37999725341797
2022-02-09,69.01175831496114,68.83000183105469
2022-02-10,67.36496992014877,66.0
2022-02-11,65.36008040302933,62.7599983215332
2022-02-14,62.89518093147664,60.56999969482422
"
3348,US,technical,"How many break below events of the 20-day Hull Moving Average line occurred for Occidental Petroleum from July 18, 2025 to August 12, 2025? Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",2.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2025-06-04,41.90999984741211,43.220001220703125,42.65999984741211
2025-06-05,41.81999969482422,42.31999969482422,42.27999877929688
2025-06-06,42.540000915527344,42.84000015258789,42.130001068115234
2025-06-09,43.2400016784668,43.630001068115234,43.0
2025-06-10,43.90999984741211,44.41999816894531,43.43999862670898
2025-06-11,44.84000015258789,44.970001220703125,44.369998931884766
2025-06-12,44.7599983215332,44.77000045776367,44.470001220703125
2025-06-13,46.45000076293945,46.63999938964844,46.560001373291016
2025-06-16,45.33000183105469,46.58000183105469,46.09000015258789
2025-06-17,45.97999954223633,46.709999084472656,45.97999954223633
2025-06-18,45.34999847412109,46.810001373291016,46.2599983215332
2025-06-20,45.630001068115234,45.900001525878906,45.560001373291016
2025-06-23,43.95000076293945,47.33000183105469,46.88999938964844
2025-06-24,42.47999954223633,43.54999923706055,42.630001068115234
2025-06-25,42.41999816894531,42.84000015258789,42.43000030517578
2025-06-26,43.15999984741211,43.2400016784668,42.5
2025-06-27,42.59999847412109,43.310001373291016,43.29999923706055
2025-06-30,42.0099983215332,42.43999862670898,42.38999938964844
2025-07-01,42.86000061035156,43.2400016784668,42.06999969482422
2025-07-02,43.93000030517578,44.02999877929688,43.43000030517578
2025-07-03,43.79999923706055,44.060001373291016,43.75
2025-07-07,43.34999847412109,44.16999816894531,43.5099983215332
2025-07-08,45.75,45.869998931884766,43.36000061035156
2025-07-09,45.56999969482422,45.84999847412109,45.58000183105469
2025-07-10,45.84999847412109,45.95000076293945,45.290000915527344
2025-07-11,46.310001373291016,46.43999862670898,45.68999862670898
2025-07-14,45.06999969482422,45.959999084472656,45.959999084472656
2025-07-15,42.68999862670898,45.13999938964844,44.93999862670898
2025-07-16,42.630001068115234,43.060001373291016,42.900001525878906
2025-07-17,43.54999923706055,43.619998931884766,42.58000183105469
2025-07-18,43.619998931884766,44.54999923706055,44.02999877929688
2025-07-21,43.0,43.900001525878906,43.75
2025-07-22,43.560001373291016,43.83000183105469,43.150001525878906
2025-07-23,44.43999862670898,44.47999954223633,43.77999877929688
2025-07-24,44.630001068115234,44.880001068115234,44.33000183105469
2025-07-25,44.709999084472656,44.9900016784668,44.66999816894531
2025-07-28,45.54999923706055,45.61000061035156,45.09999847412109
2025-07-29,45.459999084472656,45.63999938964844,45.41999816894531
2025-07-30,44.40999984741211,45.22999954223633,45.119998931884766
2025-07-31,43.93999862670898,44.79999923706055,43.91999816894531
2025-08-01,43.40999984741211,43.72999954223633,43.59000015258789
2025-08-04,42.86000061035156,43.4900016784668,42.84000015258789
2025-08-05,43.08000183105469,43.130001068115234,42.9900016784668
2025-08-06,42.540000915527344,43.83000183105469,43.310001373291016
2025-08-07,43.59000015258789,45.130001068115234,43.900001525878906
2025-08-08,44.31999969482422,44.86000061035156,43.709999084472656
2025-08-11,43.709999084472656,44.45000076293945,44.34999847412109
2025-08-12,44.150001525878906,44.7400016784668,43.869998931884766
","date,20-day,close
2025-07-08,42.90953123216505,45.75
2025-07-09,43.461630860035555,45.56999969482422
2025-07-10,44.1150680717039,45.84999847412109
2025-07-11,44.81759902937587,46.310001373291016
2025-07-14,45.331306997026715,45.06999969482422
2025-07-15,45.42103817927373,42.68999862670898
2025-07-16,45.181861701569005,42.630001068115234
2025-07-17,44.83257557063907,43.54999923706055
2025-07-18,44.47997291251178,43.619998931884766
2025-07-21,44.10905387184837,43.0
2025-07-22,43.77635792802422,43.560001373291016
2025-07-23,43.58288519508394,44.43999862670898
2025-07-24,43.53746281083012,44.630001068115234
2025-07-25,43.63085454800428,44.709999084472656
2025-07-28,43.915241880045315,45.54999923706055
2025-07-29,44.301323125764924,45.459999084472656
2025-07-30,44.59852821432666,44.40999984741211
2025-07-31,44.7360899635414,43.93999862670898
2025-08-01,44.6800699815296,43.40999984741211
2025-08-04,44.44708822886149,42.86000061035156
2025-08-05,44.14665041737743,43.08000183105469
2025-08-06,43.7646698110341,42.540000915527344
2025-08-07,43.47339991879154,43.59000015258789
2025-08-08,43.35041040957232,44.31999969482422
2025-08-11,43.28398651734059,43.709999084472656
2025-08-12,43.319514300689036,44.150001525878906
"
3349,US,technical,"During September 07, 2020 to March 27, 2021, count the number of times KeyCorp's close price break above the 5-day Hull Moving Average line. Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.",36.0,medium,moving average,HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P)),"date,close,high,open
2020-08-27,12.670000076293944,12.720000267028809,12.300000190734863
2020-08-28,12.770000457763672,12.84000015258789,12.760000228881836
2020-08-31,12.31999969482422,12.59000015258789,12.550000190734863
2020-09-01,12.529999732971191,12.609999656677246,12.1899995803833
2020-09-02,12.710000038146973,12.760000228881836,12.520000457763672
2020-09-03,12.630000114440918,13.220000267028809,12.8100004196167
2020-09-04,12.890000343322754,13.140000343322754,12.979999542236328
2020-09-08,12.520000457763672,12.699999809265137,12.619999885559082
2020-09-09,12.550000190734863,12.68000030517578,12.609999656677246
2020-09-10,12.289999961853027,12.829999923706056,12.670000076293944
2020-09-11,12.359999656677246,12.470000267028809,12.279999732971191
2020-09-14,12.8100004196167,12.859999656677246,12.5
2020-09-15,12.529999732971191,12.850000381469728,12.8100004196167
2020-09-16,12.710000038146973,12.979999542236328,12.550000190734863
2020-09-17,12.68000030517578,12.770000457763672,12.5
2020-09-18,12.649999618530272,12.75,12.59000015258789
2020-09-21,12.050000190734863,12.449999809265137,12.3100004196167
2020-09-22,11.739999771118164,12.149999618530272,12.050000190734863
2020-09-23,11.539999961853027,12.050000190734863,11.84000015258789
2020-09-24,11.550000190734863,11.84000015258789,11.56999969482422
2020-09-25,11.710000038146973,11.770000457763672,11.43000030517578
2020-09-28,12.130000114440918,12.1899995803833,11.9399995803833
2020-09-29,11.829999923706056,12.09000015258789,12.09000015258789
2020-09-30,11.93000030517578,12.109999656677246,11.93000030517578
2020-10-01,11.920000076293944,12.079999923706056,11.970000267028809
2020-10-02,12.220000267028809,12.34000015258789,11.6899995803833
2020-10-05,12.760000228881836,12.779999732971191,12.399999618530272
2020-10-06,12.600000381469728,13.210000038146973,12.960000038146973
2020-10-07,13.15999984741211,13.329999923706056,12.789999961853027
2020-10-08,13.3100004196167,13.399999618530272,13.229999542236328
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