Checkpoint 26FSunAft 劉宇翰 week19

classroom_data/versions/26FSunAft/劉宇翰/week19/1793002332360-checkpoint-639714.json

@@ -0,0 +1,16 @@
+{
+  "class_code": "26FSunAft",
+  "student_id": "劉宇翰",
+  "display_name": "劉宇翰",
+  "week_id": "week19",
+  "version_id": "1793002332360-checkpoint-639714",
+  "kind": "checkpoint",
+  "project_name": "公開資料分析",
+  "created_at": 1793002332360,
+  "files": {
+    "DATA_SOURCE.md": "# 範例資料來源\n\n- 資料集：教育部統計處「各級學校縣市別學生人數」\n- 資料集頁面：https://data.gov.tw/dataset/40121\n- 原始 CSV：`data/students_by_county.csv`\n- 內容：104–114 學年度各縣市各教育階段的彙總學生人數。\n- 檔案共有 242 筆資料、15 個欄位，涵蓋 22 個縣市。\n- 授權：政府資料開放授權條款第 1 版；使用或改作時保留資料來源註記。\n\n## 下載同一份資料\n\n1. 開啟上方資料集頁面。\n2. 找到「資料資源下載網址」，按左側的 **CSV** 按鈕。旁邊的「檢視資料」是檔案說明。\n3. 下載的檔名是 `edu_B_1_4.csv`。本課把它改名為 `students_by_county.csv`，放在專案的 `data` 資料夾。\n\n課堂專案已附檔，不需要重新下載。網站之後可能更新年份；上課範例以本課提供的 104–114 學年度版本為準。\n\n這是彙總統計資料。它可以回答「多少人」或「不同地區、學年度的數值如何變化」，不能單獨說明變化的原因。若換成其他公開資料，請把來源網址、下載日期、欄位和單位補進本檔。\n",
+    "REPORT.md": "# 我的資料分析\n\n## 我想回答的問題\n\n<!-- 寫清楚對象、指標和比較條件。 -->\n\n## 資料來源與範圍\n\n- 資料名稱：\n- 提供機關：\n- 來源網址：\n- 專案裡的檔案位置：\n- 時間範圍：\n- 一列代表什麼：\n- 數字單位：\n\n## 我怎麼整理和計算\n\n<!-- 寫出使用的學年度、縣市、欄位名稱，以及怎麼計算。資料有空白時，也寫下你的處理方法。 -->\n\n## 我找到的證據\n\n<!-- 貼上 main.py 的輸出或文字圖表，並寫下你在 CSV 裡核對過的數字。相減時保留兩個原始數字。 -->\n\n## 我的結論\n\n<!-- 結論必須能由上面的數字支持。 -->\n\n## 這份資料還不能回答什麼\n\n<!-- 例如：人數有變化，但資料沒有告訴我們原因。 -->\n\n## AI 使用紀錄\n\n<!-- 寫一件實際發生的事；本次沒有用 AI，就寫「本次未使用」。 -->\n- 我問了什麼：\n- 我採納或修改了什麼：\n- 我如何用資料或程式核對：\n\n\n\n\n2026/10/26\n\n0 123 1234 none none",
+    "main.py": "\"\"\"資料分析：讀取公開資料，查詢各縣市學生人數。\"\"\"\n\nimport csv\nfrom pathlib import Path\n\n\nDATA_FILE = Path(\"data/students_by_county.csv\")\nSAMPLE_YEAR = \"114\"\nSAMPLE_FIELD = \"國小[人]\"\n\n\ndef load_rows(path=DATA_FILE):\n    \"\"\"讀取 CSV；utf-8-sig 也能正確處理政府資料常見的 BOM。\"\"\"\n    with open(path, encoding=\"utf-8-sig\", newline=\"\") as file:\n        return list(csv.DictReader(file))\n\n\ndef parse_count(value):\n    \"\"\"將有人數的欄位轉成整數；空白或非數字代表未知，不當成 0。\"\"\"\n    cleaned = (value or \"\").strip().replace(\",\", \"\")\n    if not cleaned or cleaned == \"-\":\n        return None\n    try:\n        return int(cleaned)\n    except ValueError:\n        return None\n\n\ndef count_by_county(rows, school_year, field):\n    \"\"\"依學年度篩選，再回傳各縣市的人數排序。\"\"\"\n    totals = {}\n    for row in rows:\n        if row.get(\"學年度\", \"\").strip() != str(school_year):\n            continue\n\n        count = parse_count(row.get(field))\n        county = row.get(\"縣市別\", \"\").strip()\n        if county and count is not None:\n            totals[county] = count\n\n    return sorted(totals.items(), key=lambda item: item[1], reverse=True)\n\n\ndef get_count(rows, school_year, county, field):\n    \"\"\"取得指定學年度、縣市及欄位的人數；找不到時回傳 None。\"\"\"\n    for row in rows:\n        if row.get(\"學年度\", \"\").strip() != str(school_year):\n            continue\n        if row.get(\"縣市別\", \"\").strip() == county:\n            return parse_count(row.get(field))\n    return None\n\n\ndef print_text_chart(results, limit=8):\n    \"\"\"在 Console 印出簡單長條圖，讓每筆數字都能被核對。\"\"\"\n    if not results:\n        print(\"沒有符合條件的資料，請檢查學年度和欄位名稱。\")\n        return\n\n    visible = results[:limit]\n    largest = max(value for _, value in visible)\n    print(\"縣市       人數 | 比例長條\")\n    for county, value in visible:\n        bar_length = round(value / largest * 24) if largest else 0\n        print(f\"{county:<6} {value:>8,} | {'█' * bar_length}\")\n\n\ndef main():\n    rows = load_rows()\n    fields = list(rows[0]) if rows else []\n    print(\"=== 資料分析：縣市學生人數 ===\")\n    print(f\"讀入 {len(rows)} 列資料\")\n    print(f\"欄位：{', '.join(fields)}\")\n    print()\n    print(parse_count(\"0\"))\n    print(len(rows))\n    print(len(rows[0]))\n\n    # 範例問題：114 學年度，哪些縣市的國小學生人數最多？\n    question = f\"{SAMPLE_YEAR} 學年度，哪些縣市的 {SAMPLE_FIELD} 最多？\"\n    results = count_by_county(rows, SAMPLE_YEAR, SAMPLE_FIELD)\n    print(f\"範例問題：{question}\")\n    print_text_chart(results)\n\n    # 你的下一步：換一個學年度、教育階段或可比較的欄位，\n    # 先寫下預測，再執行並核對其中一筆原始資料。\n\nif __name__ == \"__main__\":\n    main()\n",
+    "data/students_by_county.csv": "學年度,縣市別,幼兒園[人],國小[人],國中[人],高級中等學校-普通科[人],高級中等學校-專業群科[人],高級中等學校-綜合高中[人],高級中等學校-實用技能學程[人],高級中等學校-進修部[人],大專校院(全部計入校本部)[人],大專校院(跨縣市教學計入所在地縣市)[人],宗教研修學院[人],國中小進修部(補校)及大專進修學校及空大[人],特殊教育學校[人]\n104,新北市,73526,201970,116039,40566,41358,5773,1434,6816,161853,154484,138,17150,400\n104,臺北市,47269,118471,75015,60532,39235,4892,530,7152,267363,244091,42,9174,828\n104,桃園市,44367,128444,76299,29529,36060,4300,4963,7623,109869,120426,0,2532,438\n104,臺中市,65946,157272,97447,37771,54951,3027,3423,7885,192593,191962,0,10182,953\n104,臺南市,40731,92570,58160,25795,24022,6146,4557,2813,132736,135744,0,1601,533\n104,高雄市,49321,134949,83539,35600,39574,5499,6502,4915,149988,156110,12,9450,678\n104,宜蘭縣,9791,23227,16014,6409,4899,1471,805,732,14725,17952,0,811,129\n104,新竹縣,13997,36265,19150,4230,5487,2763,858,1436,17525,23665,0,653,230\n104,苗栗縣,10492,29940,18268,5922,8086,2136,1285,1247,21352,21352,0,903,136\n104,彰化縣,24073,68920,42767,11939,19919,4790,2755,3975,38990,38990,0,1309,670\n104,南投縣,9328,25439,17256,4504,8411,870,1236,960,12458,12458,0,555,126\n104,雲林縣,12818,35903,24178,8009,9430,1971,1563,698,26340,27035,0,1145,211\n104,嘉義縣,8175,22434,14440,2708,5244,515,1697,460,25071,30424,0,914,0\n104,屏東縣,13986,39629,26193,8977,10010,1381,855,1299,42083,42203,0,1406,185\n104,臺東縣,4319,11156,7227,513,2349,3224,188,329,5963,6008,0,54,101\n104,花蓮縣,6561,16538,10861,4168,4184,2682,93,673,19610,19562,0,284,170\n104,澎湖縣,1635,3972,2670,1018,1651,0,60,0,2984,2984,0,33,0\n104,基隆市,6091,17341,11496,5081,6555,416,365,656,16077,16077,0,2018,157\n104,新竹市,11697,29694,16662,8793,5764,3630,621,1785,51748,51050,0,249,0\n104,嘉義市,5918,16104,11640,6358,9204,1660,1846,842,18728,15324,0,268,316\n104,金門縣,1851,3679,2144,988,961,0,60,53,4389,4523,0,0,0\n104,連江縣,223,443,259,0,0,335,0,0,0,21,0,0,0\n105,新北市,77229,195706,106199,41342,39875,5791,1205,6119,157674,151012,136,16599,397\n105,臺北市,50079,116496,69178,59008,37749,4659,472,6294,267043,244062,53,8685,815\n105,桃園市,47794,124604,70471,29658,36600,3393,4944,7041,106343,116787,0,2675,448\n105,臺中市,72269,153062,89408,37764,54626,2042,3634,7160,191224,190633,0,10001,940\n105,臺南市,43250,89475,53089,26098,23331,5324,4362,2700,128882,131468,0,1429,508\n105,高雄市,54095,129914,76167,35688,39310,4683,5988,4136,148244,154088,27,8797,667\n105,宜蘭縣,10247,22349,14783,6383,4743,1399,769,607,14458,17717,0,872,115\n105,新竹縣,14995,35692,18044,5089,5565,1803,829,1392,16395,22667,0,607,230\n105,苗栗縣,11018,28579,16836,6157,8037,1852,1216,1124,20832,20794,0,707,129\n105,彰化縣,25336,65423,39679,12079,19434,4550,2799,3684,37422,37450,0,1160,623\n105,南投縣,9873,24180,15716,4461,8426,739,1226,791,12191,12191,13,536,149\n105,雲林縣,13080,34012,22308,8080,9369,1810,1527,658,25729,26405,0,1070,208\n105,嘉義縣,8490,20810,13153,2729,4953,519,1778,483,24448,29757,0,915,0\n105,屏東縣,14616,37482,24014,9246,9664,1091,811,1206,41174,41150,0,1487,189\n105,臺東縣,4510,10702,6682,537,2519,2847,182,303,5910,6091,0,37,111\n105,花蓮縣,6772,15914,10165,4144,4074,2404,64,598,19426,19510,0,257,171\n105,澎湖縣,1685,3756,2452,1000,1668,0,65,0,3018,3018,0,29,0\n105,基隆市,6451,16654,10279,5082,6395,383,373,535,15741,15741,0,2118,159\n105,新竹市,12544,29534,15683,9016,5783,3649,607,1677,50315,49211,0,282,0\n105,嘉義市,6220,15468,10634,6507,9047,1475,1892,777,18457,15053,0,251,329\n105,金門縣,1936,3618,2023,1009,1016,0,51,36,4515,4618,0,0,0\n105,連江縣,292,455,249,0,0,324,0,0,0,18,0,0,0\n106,新北市,81348,192321,100608,40999,37328,5581,917,5336,151475,145054,116,16615,385\n106,臺北市,52253,115679,66746,58742,35058,4072,377,5448,263668,241829,81,8120,779\n106,桃園市,51322,122590,67375,29822,35420,3032,4770,5965,102983,114101,0,2633,450\n106,臺中市,77619,150412,85244,37962,50784,2020,3836,6211,188641,188114,0,9450,897\n106,臺南市,46663,87329,50556,25817,22075,4418,4007,2540,124447,126610,0,1397,482\n106,高雄市,56968,125900,72395,35657,38273,3347,5579,3557,144540,149969,72,8142,673\n106,宜蘭縣,10639,21563,14108,6290,4513,1306,673,529,13546,16707,0,806,116\n106,新竹縣,16035,35578,17398,5351,5436,1431,869,1241,15259,20942,0,561,235\n106,苗栗縣,11727,27602,15835,6216,7835,1552,1221,934,19806,19674,0,425,135\n106,彰化縣,26724,62830,37275,12119,18398,4270,2726,3397,35163,35166,0,1099,565\n106,南投縣,10345,23221,14436,4525,8302,623,1114,679,11578,11578,28,530,145\n106,雲林縣,13617,32410,21017,7949,8666,1577,1451,667,25198,25932,0,1066,197\n106,嘉義縣,8649,19569,12207,2732,4964,495,1583,502,24088,29101,0,886,0\n106,屏東縣,15592,35645,22574,9068,9114,964,698,1105,39787,39639,0,1494,189\n106,臺東縣,4643,10385,6303,563,2543,2635,188,257,5860,5997,0,28,114\n106,花蓮縣,7017,15363,9614,4047,3875,2185,28,538,18762,18819,0,256,158\n106,澎湖縣,1766,3524,2362,970,1588,0,64,0,3008,3008,0,18,0\n106,基隆市,6909,15944,9635,4696,5852,349,412,437,15211,15211,0,2208,131\n106,新竹市,13284,29635,15414,9300,5680,3397,559,1518,48359,47203,0,280,0\n106,嘉義市,6466,15068,9996,6407,8940,1371,1922,693,18014,14659,0,230,302\n106,金門縣,2026,3619,1948,1007,1005,0,47,52,4501,4562,0,0,0\n106,連江縣,292,474,227,0,0,304,0,0,0,19,0,0,0\n107,新北市,83960,195862,95923,39153,34275,5128,700,4693,147293,141046,89,17056,318\n107,臺北市,54229,118097,64651,57381,31239,3316,302,4712,259340,239263,124,7409,739\n107,桃園市,54358,124639,64734,29262,33257,2544,4422,5138,101858,113066,0,2628,419\n107,臺中市,79891,153260,81865,37422,45640,1970,4119,5479,186363,185886,0,9543,807\n107,臺南市,47210,88745,48570,24629,19920,3480,3594,2101,120215,121598,47,1342,446\n107,高雄市,57683,126527,69362,34231,36231,2134,5094,3021,141008,146140,128,7742,625\n107,宜蘭縣,10876,21515,13233,5981,4325,1233,610,555,12864,15850,0,816,103\n107,新竹縣,16412,36512,16990,5204,5121,1174,850,949,14411,19541,0,545,241\n107,苗栗縣,12027,27778,14967,6182,7363,1152,1206,867,18887,18704,0,219,118\n107,彰化縣,29513,62367,35150,11949,17139,3951,2689,2712,33376,33328,0,870,511\n107,南投縣,10617,22763,13531,4269,7575,637,970,588,10926,10926,50,470,137\n107,雲林縣,14170,31645,19840,7607,7833,1273,1403,642,24836,25598,0,1038,202\n107,嘉義縣,8865,18736,11450,2700,4597,426,1336,399,27312,31702,0,979,0\n107,屏東縣,16004,35146,21110,8665,8086,828,640,1095,38794,38541,0,1532,173\n107,臺東縣,4733,10189,6052,562,2622,2349,185,275,5757,5814,0,37,108\n107,花蓮縣,7160,15235,9102,3975,3725,1780,72,491,18269,18301,0,269,143\n107,澎湖縣,1803,3472,2200,897,1542,0,44,0,3025,3025,0,18,0\n107,基隆市,7169,15896,9031,4093,5088,338,411,413,14802,14802,0,2162,114\n107,新竹市,13773,30866,15214,9256,5875,2906,533,1358,47161,46003,0,246,0\n107,嘉義市,6628,15090,9351,6298,8298,1214,1865,589,14022,11234,0,208,288\n107,金門縣,2037,3729,1863,976,1018,0,34,47,4303,4374,0,0,0\n107,連江縣,286,482,220,0,0,285,0,0,0,80,0,0,0\n108,新北市,87311,198588,93426,37425,30732,4471,600,4028,141670,135795,81,17747,271\n108,臺北市,56635,120623,64558,56217,26944,2641,323,4024,256209,237838,148,7326,653\n108,桃園市,58589,126902,63378,29030,30448,1781,3993,4183,99870,110856,0,2639,409\n108,臺中市,81908,155376,80549,36466,39657,1806,4435,4760,184268,183875,0,9967,702\n108,臺南市,47967,90188,47473,23228,17808,2843,3121,1912,115057,115794,67,1578,408\n108,高雄市,60483,127513,67579,32753,33865,1212,4279,2681,138258,143051,171,7619,566\n108,宜蘭縣,11389,21698,12534,5663,4093,1103,601,581,12197,14880,0,689,86\n108,新竹縣,17325,37203,16909,5029,4977,918,824,760,13314,17919,0,584,213\n108,苗栗縣,13390,27856,14515,5933,6656,971,1083,769,18246,18018,0,228,114\n108,彰化縣,31301,62052,33185,11609,15924,3582,2643,2113,31147,31147,0,817,493\n108,南投縣,11295,22689,12793,3907,6876,778,796,561,10214,10214,58,494,123\n108,雲林縣,14988,31117,18968,7225,6736,1182,1285,530,24603,25358,0,817,193\n108,嘉義縣,9097,18355,10668,2636,4058,352,1080,333,26309,30480,0,1095,0\n108,屏東縣,17157,34688,20054,8123,7020,700,562,866,36734,36549,0,1310,168\n108,臺東縣,4853,9975,5805,541,2533,2105,187,237,5842,5863,0,33,114\n108,花蓮縣,7531,15217,8567,3810,3504,1485,20,434,18027,18040,0,289,127\n108,澎湖縣,1866,3472,2062,833,1368,0,52,0,3051,3051,0,36,0\n108,基隆市,7506,15862,8704,3502,4334,270,323,370,14561,14561,0,2061,114\n108,新竹市,14559,31907,15323,9025,6102,2073,494,1158,45986,44777,0,179,0\n108,嘉義市,6996,15107,8843,6076,7488,991,1746,423,13222,10593,0,184,264\n108,金門縣,2099,3756,1846,948,931,0,4,63,4387,4451,0,0,0\n108,連江縣,300,470,241,0,0,257,0,0,0,62,0,0,0\n109,新北市,89211,199521,92271,36692,28494,4259,516,3514,139130,133358,74,17165,260\n109,臺北市,58312,122605,65349,55247,24765,2264,328,3646,256492,239317,154,4010,633\n109,桃園市,61674,128236,62781,28861,28965,1269,3538,3496,100402,111374,0,1409,384\n109,臺中市,84021,156584,79598,36000,35898,1680,5002,4219,186976,186543,0,6087,655\n109,臺南市,49113,90522,46886,22560,16556,2453,2897,1689,111807,112370,75,819,391\n109,高雄市,63771,127298,66052,31908,32132,1033,3562,2256,137812,142353,178,5159,535\n109,宜蘭縣,11549,21737,11869,5520,4016,988,566,481,11674,14166,0,427,91\n109,新竹縣,18473,37672,17130,4971,4884,851,780,729,12657,16589,0,187,192\n109,苗栗縣,14077,27698,14088,5921,6148,720,946,655,18036,17809,0,221,105\n109,彰化縣,32060,61453,31796,10988,15106,3324,2598,1737,28036,28036,0,455,498\n109,南投縣,11741,22273,12183,3646,6155,913,636,512,9771,9771,69,220,114\n109,雲林縣,15183,30472,18282,7091,6310,1116,1228,469,24519,25319,0,435,187\n109,嘉義縣,9397,17770,9990,2682,3212,197,850,218,25456,29682,0,118,0\n109,屏東縣,17983,34316,18930,7907,6302,649,483,722,35511,35454,0,683,163\n109,臺東縣,4923,9859,5592,592,2457,1867,167,199,5980,5953,0,28,104\n109,花蓮縣,7601,15194,8248,3696,3356,1212,14,419,17821,17714,0,192,110\n109,澎湖縣,1848,3446,1902,818,1283,0,47,0,3047,3047,0,33,0\n109,基隆市,8009,15691,8368,3338,3956,240,271,332,15735,15735,0,261,119\n109,新竹市,14728,32372,15651,8807,6680,1373,492,1106,45641,44392,0,154,0\n109,嘉義市,7237,14846,8710,6177,6906,796,1706,373,12826,10221,0,95,218\n109,金門縣,2202,3808,1854,941,911,0,0,50,4131,4213,0,0,0\n109,連江縣,293,493,257,0,0,237,0,0,0,44,0,0,0\n110,新北市,88778,202529,91044,36286,27493,4080,403,3135,135995,130782,65,16922,262\n110,臺北市,57492,125093,65268,54449,22915,1942,360,3373,250939,239082,165,3422,587\n110,桃園市,62155,131258,62184,28842,27813,922,3225,3082,99535,110565,18,1203,353\n110,臺中市,82579,160242,78320,35832,33498,1509,5328,3795,187115,186634,0,4737,635\n110,臺南市,49071,91967,46589,22150,15877,2340,2637,1595,108005,108508,73,728,387\n110,高雄市,65003,128846,64368,31497,30510,1052,3279,2098,136309,140652,150,5263,499\n110,宜蘭縣,11578,21720,11620,5346,3938,933,521,459,11076,13022,0,312,91\n110,新竹縣,18949,38429,17235,4993,4709,832,829,690,11956,15458,0,148,195\n110,苗栗縣,14072,28275,13787,5967,5755,498,802,602,17825,17633,0,175,105\n110,彰化縣,31533,61364,30638,10593,14115,3062,2428,1482,25049,25049,0,381,496\n110,南投縣,11684,22481,11549,3413,5517,1043,574,486,9477,9477,89,205,111\n110,雲林縣,15011,30256,17466,6900,5978,978,1153,399,24124,24936,0,269,180\n110,嘉義縣,9198,17571,9219,2652,2692,74,657,138,24808,28824,0,92,0\n110,屏東縣,18038,34546,17910,7705,5825,642,398,621,34038,33925,0,378,156\n110,臺東縣,4937,9768,5322,577,2341,1786,151,160,6095,6105,0,19,99\n110,花蓮縣,7687,15242,8045,3608,3276,987,16,374,17714,17588,0,171,103\n110,澎湖縣,1853,3485,1810,776,1189,0,41,0,3063,3063,0,30,0\n110,基隆市,7961,15795,8125,3255,3598,195,156,274,15000,15000,0,231,107\n110,新竹市,14554,33197,15841,8654,6983,972,452,937,50745,44811,0,122,0\n110,嘉義市,7302,14883,8456,6038,6502,600,1594,375,12747,10384,0,78,207\n110,金門縣,2194,3878,1871,940,828,0,0,46,4215,4284,0,0,0\n110,連江縣,292,492,247,0,0,232,0,0,0,48,0,0,0\n111,新北市,88525,207675,87567,36341,27082,3983,282,2660,129608,125103,69,16834,252\n111,臺北市,55777,127285,63593,53909,22367,1690,376,3139,244638,234009,175,3305,583\n111,桃園市,62603,135930,59783,28878,26777,752,2852,2508,96681,107419,43,1092,321\n111,臺中市,80497,165662,75249,36005,32114,1480,5374,3438,181341,180820,0,4170,640\n111,臺南市,48170,95050,44319,21835,15310,2307,2461,1416,101751,102225,68,639,393\n111,高雄市,63808,132841,61145,31388,28889,987,3032,1767,130544,134435,118,5064,483\n111,宜蘭縣,11243,22238,11253,5297,3685,916,473,385,10345,11767,0,249,81\n111,新竹縣,19065,39663,16837,4983,4707,873,862,605,11119,14069,0,119,204\n111,苗栗縣,13742,29098,12944,6063,5488,262,775,384,17239,17071,0,155,113\n111,彰化縣,30784,62313,29093,10370,13124,2801,2293,1249,21299,21299,0,260,480\n111,南投縣,11322,22789,10915,3344,4990,991,436,420,9165,9165,86,162,105\n111,雲林縣,14710,30506,16394,6807,5802,878,1068,340,23820,24677,0,218,163\n111,嘉義縣,8811,17658,8625,2613,2277,0,462,105,23901,27830,0,75,0\n111,屏東縣,17798,35286,16731,7658,5470,644,328,518,32324,32114,0,298,141\n111,臺東縣,4907,9976,4962,546,2243,1742,140,149,5854,5958,0,12,99\n111,花蓮縣,7407,15530,7741,3538,3112,913,7,359,17143,17038,0,139,101\n111,澎湖縣,1788,3548,1697,733,1082,0,31,0,2927,2927,0,29,0\n111,基隆市,7733,16146,7644,3289,3321,170,121,224,14190,14190,0,162,92\n111,新竹市,14456,33869,15530,8716,7225,704,426,835,50067,44047,0,104,0\n111,嘉義市,7143,15123,8126,5925,6159,523,1363,310,11958,9656,0,50,203\n111,金門縣,2151,3909,1823,939,807,0,0,44,4175,4243,0,0,0\n111,連江縣,290,480,245,0,0,265,0,0,0,27,0,0,0\n112,新北市,88341,208980,85762,36496,26180,3948,254,2371,121961,117829,46,16626,243\n112,臺北市,53918,127398,62422,53653,21986,1648,456,2982,237221,228032,159,3289,572\n112,桃園市,63995,138435,58718,29096,26703,740,2731,2016,94438,104594,56,1092,310\n112,臺中市,79789,168752,73448,36378,31315,1380,5568,3166,177725,177187,0,4035,640\n112,臺南市,47927,96383,42710,21844,14793,2258,2295,1231,94711,95217,59,605,387\n112,高雄市,63390,134605,58888,31351,27449,1027,3129,1629,124633,127985,77,4930,471\n112,宜蘭縣,11251,22523,11013,5164,3434,880,422,308,9876,11221,0,247,65\n112,新竹縣,18821,40410,16537,5062,4741,1006,907,533,10596,13208,0,137,210\n112,苗栗縣,13893,29208,12557,6025,5249,195,714,325,16591,16425,0,164,106\n112,彰化縣,30602,62675,27965,10231,12599,2596,2035,1123,17722,17722,0,249,446\n112,南投縣,11253,22883,10602,3288,4731,922,320,359,9122,9122,114,156,105\n112,雲林縣,14799,30604,15454,6719,5383,769,1006,305,23049,23832,0,206,161\n112,嘉義縣,8757,17664,8216,2535,2276,0,326,98,23233,27497,0,67,0\n112,屏東縣,17854,35817,15960,7301,5100,612,279,450,30157,29958,0,331,134\n112,臺東縣,4916,9949,4752,506,2058,1650,121,129,5807,5907,0,8,90\n112,花蓮縣,7313,15595,7484,3460,2800,972,5,322,16622,16532,0,137,96\n112,澎湖縣,1822,3632,1625,693,971,0,26,0,2702,2702,0,29,0\n112,基隆市,7703,16303,7270,3292,3083,136,59,222,13813,13813,0,182,80\n112,新竹市,14584,34035,15109,8810,7432,552,378,731,49073,42827,0,111,0\n112,嘉義市,7288,15035,7760,5899,5861,470,1126,298,11727,9060,0,42,218\n112,金門縣,2087,3988,1795,939,778,0,0,41,4050,4105,0,0,0\n112,連江縣,278,496,252,0,0,269,0,0,0,54,0,0,0\n113,新北市,85532,202483,90131,36744,25707,3992,242,2340,119190,116885,28,16888,222\n113,臺北市,50990,122987,64808,53247,21907,1665,413,2968,234053,223992,172,3113,590\n113,桃園市,63421,135942,61743,29186,26245,770,2661,1844,94684,104871,54,1106,293\n113,臺中市,77511,165484,77345,36635,30749,1371,5705,3055,175722,175075,0,3970,624\n113,臺南市,46610,93966,44331,21940,14353,2291,2245,1106,91347,91947,53,564,377\n113,高雄市,61751,131156,61242,31247,26786,914,3412,1444,121965,124137,43,4698,468\n113,宜蘭縣,10954,22157,11263,5227,3292,860,405,304,9388,10659,0,237,69\n113,新竹縣,18790,39379,17585,5054,4947,1130,999,523,10980,12951,0,161,201\n113,苗栗縣,13459,28315,13092,6104,5088,106,700,310,16438,16365,0,175,108\n113,彰化縣,29864,60625,28516,10028,12375,2407,1922,928,15787,15854,0,270,435\n113,南投縣,10944,22256,10999,3191,4494,856,206,335,9073,9073,147,170,109\n113,雲林縣,14534,29618,15584,6655,5026,694,949,252,22445,23301,0,236,157\n113,嘉義縣,8639,17154,8240,2490,2221,0,224,98,23133,27250,0,59,0\n113,屏東縣,17527,34969,16427,7017,4806,565,182,390,28810,28750,0,329,142\n113,臺東縣,4739,9790,4834,519,1913,1634,111,140,5645,5833,0,11,85\n113,花蓮縣,6943,15179,7507,3455,2530,1102,16,299,15861,15839,0,120,106\n113,澎湖縣,1814,3534,1666,682,854,0,22,0,2388,2651,0,12,0\n113,基隆市,7355,15951,7408,3263,2905,127,45,185,13383,13429,0,189,90\n113,新竹市,14063,32858,15928,9046,7575,421,369,606,48901,42763,0,108,0\n113,嘉義市,6997,14593,8017,5819,5922,447,939,300,11349,8734,0,57,227\n113,金門縣,2011,3928,1877,954,803,0,0,39,3823,3866,0,0,0\n113,連江縣,268,487,257,0,0,257,0,0,0,140,0,0,0\n114,新北市,81149,194670,96668,36359,23972,4106,221,2306,117768,117768,42,16892,243\n114,臺北市,47886,117650,68231,53020,21069,1626,415,2829,230483,230483,162,3140,564\n114,桃園市,61764,132964,66607,28850,25498,760,2636,1742,93462,93462,57,1154,285\n114,臺中市,74369,161332,82767,36484,29330,1354,5575,2772,174618,174618,0,3975,562\n114,臺南市,44318,91142,47883,21507,13301,2070,2128,1012,88863,88863,56,404,375\n114,高雄市,59174,127327,65631,30498,25072,820,3435,1329,118531,118531,0,5465,466\n114,宜蘭縣,10651,21605,11843,5046,3099,865,372,291,9143,9143,0,219,74\n114,新竹縣,18409,38373,18746,5267,4847,1160,1077,489,11340,11340,0,129,194\n114,苗栗縣,12852,27368,14041,6011,4587,44,641,285,15950,15950,0,159,100\n114,彰化縣,28486,58539,29788,9769,11956,2287,1656,758,15361,15361,0,279,429\n114,南投縣,10499,21608,11428,3121,4139,803,184,318,8947,8947,160,192,111\n114,雲林縣,13953,28798,16118,6500,4573,638,776,254,22453,22453,30,250,152\n114,嘉義縣,8270,16524,8509,2467,2208,0,117,93,22510,22510,0,81,0\n114,屏東縣,16988,34245,17225,6668,4547,504,162,371,27749,27749,0,298,151\n114,臺東縣,4553,9507,5035,502,1671,1580,95,139,5391,5391,0,10,85\n114,花蓮縣,6670,14809,7708,3328,2390,1115,7,301,15029,15029,0,156,115\n114,澎湖縣,1809,3434,1757,658,799,0,26,0,2202,2202,0,22,0\n114,基隆市,7020,15403,7827,3066,2530,127,26,168,13242,13242,0,154,83\n114,新竹市,13500,31460,16964,9222,7124,416,313,573,49039,49039,0,96,0\n114,嘉義市,6655,14126,8377,5680,5782,384,879,323,11103,11103,0,64,210\n114,金門縣,1867,3886,1948,950,752,0,0,32,3660,3660,0,0,0\n114,連江縣,235,488,247,0,0,252,0,0,0,0,0,0,0\n"
+  }
+}