Churn_Modelling.csv

RowNumber,CustomerId,CreditScore,Age,Tenure,Balance,NumOfProducts,HasCrCard,IsActiveMember,EstimatedSalary,Exited
1,15634602,619,42,2,0,1,1,1,101348.88,1
2,15647311,608,41,1,83807.86,1,0,1,112542.58,0
3,15619304,502,42,8,159660.8,3,1,0,113931.57,1
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5,15737888,850,43,2,125510.82,1,1,1,79084.1,0
6,15574012,645,44,8,113755.78,2,1,0,149756.71,1
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8,15656148,376,29,4,115046.74,4,1,0,119346.88,1
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10,15592389,684,27,2,134603.88,1,1,1,71725.73,0
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1800,15612776,850,39,10,0,2,1,1,143030.09,0
1801,15794122,713,59,3,0,2,1,1,62700.08,0
1802,15774931,452,30,7,112935.87,1,1,1,99017.34,0
1803,15779247,683,24,8,98567.1,1,1,0,187987.01,0
1804,15707078,577,26,1,180530.51,1,0,0,123454.62,0
1805,15605263,552,33,5,140931.57,1,0,1,10921.5,0
1806,15607381,769,31,7,148913.72,2,1,0,53817.23,0
1807,15683471,691,38,7,0,2,0,0,81617.4,0
1808,15605037,818,49,2,0,1,0,1,192298.84,1
1809,15576085,739,41,5,0,2,0,0,143882.25,0
1810,15770435,639,50,6,115335.32,2,1,1,53130.41,0
1811,15592994,651,65,0,0,2,1,1,190454.04,0
1812,15624068,779,26,0,0,2,0,1,111906,0
1813,15595221,850,33,7,134678.13,1,1,0,113177.95,0
1814,15637131,829,38,9,0,2,1,0,30529.88,0
1815,15613471,579,31,2,90547.48,2,1,1,18800.13,0
1816,15583499,510,32,9,103324.78,1,1,1,46127.7,0
1817,15752816,531,29,3,114590.58,1,0,0,75585.48,0
1818,15804075,628,36,3,91286.51,1,1,0,63085.94,0
1819,15800517,633,32,5,163340.12,2,1,1,74415.2,0
1820,15712319,714,45,8,150900.29,2,0,1,139889.15,0
1821,15797389,604,23,9,124577.33,1,1,1,7267.25,0
1822,15621432,630,35,1,0,2,0,0,186826.22,0
1823,15779390,850,31,4,91292.7,1,1,1,162149.07,0
1824,15711219,788,57,8,93716.72,1,1,1,180150.49,1
1825,15770498,798,37,4,111723.08,1,1,1,83478.12,0
1826,15678727,770,45,4,110765.68,1,1,0,26163.74,1
1827,15573893,569,25,9,173459.45,2,1,1,44381.06,0
1828,15740104,425,22,7,169649.73,2,0,1,136365,1
1829,15792649,547,31,9,0,2,0,0,99294.22,0
1830,15605275,725,45,8,116917.07,1,0,0,173464.43,1
1831,15572467,506,37,5,0,2,1,1,127543.81,0
1832,15738219,632,36,7,0,2,1,1,52526.65,0
1833,15600710,620,22,0,0,1,1,0,32589.45,0
1834,15804394,663,32,8,130627.66,1,1,0,47161.25,1
1835,15694188,700,46,5,56580.95,2,0,1,45424.13,0
1836,15583718,696,38,6,142316.14,1,1,1,8018.49,0
1837,15802478,767,31,6,0,2,1,1,195668,0
1838,15619343,561,56,7,152759,2,1,0,133167.11,1
1839,15758813,350,39,0,109733.2,2,0,0,123602.11,1
1840,15761374,706,54,9,117444.51,1,1,1,186238.85,0
1841,15569209,464,34,5,76001.57,1,1,1,158668.87,0
1842,15788539,501,34,3,107747.57,1,1,0,9249.36,0
1843,15747222,745,35,8,0,2,1,1,116581.1,0
1844,15769346,587,36,1,134997.49,2,1,0,44688.08,0
1845,15699634,667,48,2,0,2,1,1,148608.39,0
1846,15589076,737,36,9,0,1,0,1,188670.9,1
1847,15812338,485,30,7,0,1,1,0,107067.37,0
1848,15758845,590,37,0,64345.21,1,0,1,61759.33,1
1849,15685844,518,35,8,141665.63,1,0,1,192776.64,0
1850,15583090,581,29,8,0,2,1,0,46735.19,0
1851,15587581,785,33,5,136624.6,2,1,1,169117.74,0
1852,15633640,799,52,4,161209.66,1,1,1,89081.41,0
1853,15573741,698,38,10,95010.92,1,1,1,105227.86,0
1854,15633574,730,41,4,167545.32,1,1,0,128246.81,0
1855,15711455,740,36,4,109044.6,1,0,0,94554.74,1
1856,15570601,785,47,9,122031.55,1,1,1,33823.5,1
1857,15690925,527,29,2,27755.97,1,1,0,97468.44,1
1858,15709338,544,29,1,118560.55,1,1,1,164137.36,0
1859,15780746,705,61,4,0,2,1,1,191313.7,0
1860,15681956,684,34,9,0,2,1,1,65257.57,0
1861,15778190,639,28,8,97840.72,1,1,1,178222.77,0
1862,15786852,565,38,2,158651.29,2,1,1,179445.28,0
1863,15726494,481,44,9,175303.06,1,1,0,65500.53,1
1864,15641183,731,25,8,96950.21,1,1,0,97877.92,0
1865,15805312,607,45,7,123859.6,1,0,1,113051.57,0
1866,15636572,760,32,7,0,2,1,1,105969.05,0
1867,15632575,559,70,9,0,1,1,1,122996.76,0
1868,15740164,715,33,3,85227.84,1,1,1,68087.15,0
1869,15574947,656,36,8,97786.08,2,0,1,21478.36,0
1870,15597909,652,33,7,128135.99,1,1,0,158437.73,0
1871,15782574,624,33,6,0,2,0,0,76551.7,0
1872,15734999,634,36,2,85996.19,1,1,0,15887.68,0
1873,15706593,850,50,10,0,2,1,1,33741.84,0
1874,15766686,659,39,1,104502.11,1,1,0,20652.69,0
1875,15590268,529,35,5,95772.97,1,1,1,112781.5,0
1876,15763055,572,31,5,98108.79,1,0,1,119996.95,0
1877,15664754,640,39,9,131607.28,4,0,1,6981.43,1
1878,15643630,770,55,9,63127.41,2,1,0,185211.28,1
1879,15641043,648,35,7,0,2,1,1,78436.36,0
1880,15768095,579,31,9,0,1,0,1,139048,0
1881,15811314,589,36,9,140355.56,2,1,0,136329.96,0
1882,15669922,530,36,2,0,2,1,1,14721.8,0
1883,15707114,831,30,2,0,2,0,1,3430.38,0
1884,15670602,790,24,7,107418.27,1,0,1,160450.21,0
1885,15713479,656,35,6,0,2,1,0,1485.27,0
1886,15663830,563,32,6,0,2,1,1,19720.08,0
1887,15566958,667,39,7,167557.12,1,1,1,41183.02,0
1888,15680918,613,34,8,117300.02,1,1,0,139410.08,0
1889,15663921,429,60,7,0,2,1,1,163691.48,0
1890,15716324,665,23,9,143672.9,1,1,1,115147.33,0
1891,15796969,731,33,4,0,2,1,1,74945.11,0
1892,15574783,584,37,1,0,2,1,1,180363.56,0
1893,15773487,634,31,8,76798.92,1,0,0,196021.73,0
1894,15802486,488,34,3,0,2,1,1,125979.36,0
1895,15783398,535,49,7,115309.75,1,1,0,111421.77,0
1896,15649418,776,29,7,178171.04,2,1,1,115818.51,0
1897,15604588,850,38,3,0,2,0,1,179360.76,0
1898,15735428,673,37,0,0,2,0,0,82351.06,0
1899,15629078,850,45,5,127258.79,1,1,1,192744.23,1
1900,15806880,627,30,6,0,1,1,1,113408.47,0
1901,15754999,570,33,8,0,1,1,1,124641.42,0
1902,15781034,796,67,5,0,2,0,1,54871.02,0
1903,15622017,773,33,10,0,1,1,1,98820.09,0
1904,15705885,752,36,2,0,2,1,1,45570.84,0
1905,15677382,625,69,1,107569.96,1,1,1,182336.45,0
1906,15566843,535,20,9,134874.4,1,1,1,118825.56,0
1907,15608387,786,29,4,0,2,1,0,103372.79,0
1908,15810786,620,67,3,0,2,1,1,43486.73,0
1909,15626983,605,48,6,0,2,1,1,40062.99,0
1910,15773605,670,32,3,0,2,1,0,46175.7,0
1911,15811261,617,42,0,70105.87,1,1,1,120830.73,0
1912,15590606,595,41,9,0,2,1,0,5967.09,0
1913,15576644,687,29,4,78939.15,1,1,0,122134.56,1
1914,15750264,757,30,6,105128.85,2,1,1,62972.13,0
1915,15741554,746,31,2,113836.27,1,1,1,174815.54,0
1916,15769051,503,25,7,0,1,0,1,192841.13,0
1917,15812198,543,48,1,100900.5,1,0,0,33310.72,1
1918,15699772,428,40,3,129248.11,2,1,0,72876.43,1
1919,15744105,768,28,3,109118.05,2,0,1,50911.41,0
1920,15739858,618,56,7,0,1,1,1,142400.27,1
1921,15723720,591,31,7,0,2,0,1,48778.46,0
1922,15638355,658,35,5,126397.66,1,0,0,156361.58,1
1923,15805637,625,36,9,108546.16,3,1,0,133807.77,1
1924,15629575,717,36,2,148061.89,1,1,0,179128.69,1
1925,15586243,667,44,8,122277.87,1,1,1,91810.71,0
1926,15757931,804,24,3,0,2,1,0,173195.33,0
1927,15716023,693,31,1,0,2,0,1,182270.88,0
1928,15647782,729,36,8,152899.24,2,1,0,177130.33,0
1929,15716609,484,54,3,134388.11,1,0,0,49954.79,1
1930,15623791,632,40,3,109740.62,1,1,0,141896.74,0
1931,15627262,536,23,6,92366.72,2,1,0,120661.71,0
1932,15652693,573,26,4,129109.02,1,0,0,149814.68,1
1933,15586993,655,56,5,0,2,1,1,41782.7,0
1934,15815560,666,74,7,105102.5,1,1,1,46172.47,0
1935,15584930,726,30,5,111375.32,2,1,0,2704.09,0
1936,15799031,523,39,3,0,2,1,0,6726.53,0
1937,15810457,728,33,9,150412.14,2,1,0,170764.08,0
1938,15697879,701,30,3,156660.72,2,1,0,45742.42,0
1939,15594902,518,38,3,90957.81,1,0,1,162304.59,0
1940,15799710,739,37,7,104960.46,1,0,1,80883.82,0
1941,15659651,531,31,7,117052.82,1,1,0,118508.09,1
1942,15645956,452,44,3,88915.85,1,1,0,69697.74,0
1943,15651713,684,45,6,148071.39,1,1,0,183575.01,0
1944,15737265,728,39,6,152182.83,1,0,0,161203.6,0
1945,15687310,783,39,9,0,2,1,0,143752.77,0
1946,15607347,734,22,5,130056.23,1,0,0,121894.31,1
1947,15698321,648,34,3,95039.73,2,1,1,147055.87,0
1948,15657812,688,52,1,0,2,1,1,172033.57,0
1949,15569187,680,35,9,0,2,0,0,143774.06,0
1950,15681562,516,43,2,112773.73,2,1,1,139366.58,0
1951,15615456,680,37,10,123806.28,1,1,0,81776.84,1
1952,15589793,604,53,8,144453.75,1,1,0,190998.96,1
1953,15781884,624,27,9,94667.29,2,0,1,4470.52,0
1954,15675190,623,21,10,0,2,0,1,135851.3,0
1955,15600734,624,51,5,174397.21,2,1,1,172372.63,0
1956,15779176,565,58,3,108888.24,3,0,1,135875.51,1
1957,15605286,565,55,4,118803.35,2,1,1,128124.7,1
1958,15674922,710,54,6,171137.62,1,1,1,167023.95,1
1959,15737506,645,42,6,0,1,0,0,149807.01,0
1960,15780514,707,33,8,136678.52,1,1,0,54290.62,0
1961,15623647,655,36,1,135515.76,1,1,0,86013.96,0
1962,15668472,705,24,5,177799.83,2,0,0,79886.06,0
1963,15692416,358,52,8,143542.36,3,1,0,141959.11,1
1964,15771139,578,34,8,147487.23,2,1,0,66680.77,0
1965,15738318,800,40,5,97764.41,1,1,0,98640.15,1
1966,15772243,612,33,9,0,1,0,0,142797.5,1
1967,15638463,681,48,8,139480.18,1,1,1,163581.67,0
1968,15598088,559,25,5,0,2,1,1,163221.22,0
1969,15693468,488,39,9,140553.46,1,0,0,12440.44,0
1970,15671930,717,36,5,0,2,1,1,145551.6,0
1971,15762268,666,41,10,141162.08,1,1,0,50908.48,0
1972,15780954,582,26,4,65848.36,2,1,0,30149.21,0
1973,15700174,733,30,0,83319.28,1,0,0,57769.2,0
1974,15635728,693,41,4,0,2,0,0,156381.47,0
1975,15679283,694,33,4,129731.64,2,1,0,178123.86,0
1976,15591386,622,35,5,0,2,1,0,51112.8,0
1977,15694192,598,38,6,0,2,0,0,173783.38,0
1978,15585901,717,35,1,0,3,0,0,174770.14,1
1979,15792329,494,37,5,107106.33,2,1,0,172063.09,0
1980,15635597,644,33,8,0,2,1,1,155294.17,0
1981,15775880,554,30,9,0,2,1,1,40320.3,0
1982,15630913,476,69,1,105303.73,1,0,1,134260.34,0
1983,15756680,667,28,6,165798.1,1,1,0,147090.9,0
1984,15587913,748,40,4,0,2,1,0,132368.47,0
1985,15737605,531,45,1,126495.57,2,1,1,164741.5,0
1986,15627876,719,47,9,116393.59,1,1,0,63051.32,1
1987,15772601,845,41,2,81733.74,2,0,0,199761.29,0
1988,15758606,738,54,4,0,1,0,1,55725.04,1
1989,15657107,563,46,8,106171.68,1,1,0,163145.5,1
1990,15622454,695,28,0,96020.86,1,1,1,57992.49,0
1991,15775803,841,41,1,0,2,0,1,193093.77,0
1992,15570859,626,36,2,181671.16,2,1,1,57531.14,0
1993,15748381,613,29,6,185709.28,2,1,1,77242.19,0
1994,15787189,824,60,8,134250.17,3,0,0,153046.16,1
1995,15666055,705,49,7,0,1,1,0,63405.2,1
1996,15617648,584,44,5,95671.75,2,1,1,106564.88,0
1997,15755678,534,62,2,0,2,0,0,42763.12,1
1998,15624781,672,34,1,142151.75,2,1,1,168753.34,0
1999,15779497,603,43,5,127823.93,1,1,1,19483.35,0
2000,15567399,633,43,3,144164.29,1,1,1,158646.46,0
2001,15613656,842,58,1,63492.94,1,1,1,83172.19,0
2002,15734311,661,27,3,0,2,1,1,76889.79,0
2003,15657214,601,74,2,0,2,0,1,51554.58,0
2004,15799350,632,41,0,106134.46,1,0,1,105570.39,0
2005,15729970,684,29,8,127269.75,1,0,1,79495.01,0
2006,15725835,785,32,3,124493.03,2,0,1,52583.79,1
2007,15745543,687,39,7,0,2,1,0,26848.25,0
2008,15727384,705,43,10,146547.78,1,0,1,10072.55,1
2009,15666916,639,43,6,99610.92,2,1,0,187296.78,0
2010,15732917,729,46,5,117837.43,1,1,0,104016.61,1
2011,15612050,556,48,8,168522.37,1,1,1,151310.16,0
2012,15726267,570,32,9,117337.54,2,0,1,62810.91,0
2013,15780124,841,74,9,108131.53,1,0,1,60830.38,0
2014,15742238,705,35,4,136496.12,2,1,0,116672.02,0
2015,15679024,553,32,3,116324.53,1,1,0,77304.49,0
2016,15715297,779,40,2,75470.23,1,1,1,52894.01,0
2017,15633612,696,28,4,172646.82,1,1,1,116471.43,0
2018,15602929,728,37,4,0,1,0,0,4539.38,0
2019,15696703,691,27,3,160358.68,2,1,0,142367.72,0
2020,15756668,706,30,3,98415.37,1,1,1,110520.48,0
2021,15565779,627,30,6,57809.32,1,1,0,188258.49,0
2022,15795519,716,18,3,128743.8,1,0,0,197322.13,0
2023,15761477,501,24,4,130806.42,2,1,0,80241.14,0
2024,15731890,601,41,1,123971.16,1,0,1,172814.99,0
2025,15633043,545,39,6,0,1,0,0,38410.74,1
2026,15752953,634,45,9,0,2,0,0,17622.82,0
2027,15603088,451,23,9,0,2,0,1,48021.71,0
2028,15606613,655,59,7,0,1,1,0,88958.49,1
2029,15635939,458,39,9,0,2,1,0,116343.09,0
2030,15666043,520,33,4,156297.58,2,1,1,166102.61,0
2031,15746190,624,28,2,0,2,0,1,104353.26,0
2032,15591357,765,51,3,123372.3,1,1,1,115429.32,0
2033,15658716,667,37,5,92171.35,3,1,0,178106.34,1
2034,15679909,665,41,8,0,2,1,0,132152.32,0
2035,15634262,709,34,4,148375.19,2,1,1,21521.38,0
2036,15799825,583,44,8,0,2,1,1,27431.62,0
2037,15756875,782,34,6,147422.44,1,0,1,42143.61,0
2038,15678146,668,24,7,173962.32,1,0,0,106457.11,1
2039,15710743,621,47,0,0,1,1,1,133831.37,1
2040,15595831,579,64,6,145215.43,1,1,1,164083.72,0
2041,15626684,547,38,5,167539.97,1,0,1,159207.34,0
2042,15709846,840,39,1,94968.97,1,1,0,84487.62,0
2043,15635459,667,27,3,106116.5,2,1,0,3674.71,0
2044,15642544,723,34,5,0,2,0,1,12092.03,0
2045,15566494,487,45,2,0,2,1,0,77475.73,0
2046,15655238,668,31,9,0,2,0,0,41291.73,0
2047,15733429,520,34,8,120018.86,2,1,1,343.38,0
2048,15814536,549,37,2,112541.54,2,0,0,47432.43,0
2049,15771702,567,35,5,166118.45,2,1,0,127827.18,0
2050,15723008,720,45,1,102882.4,2,1,1,35633.15,1
2051,15797160,492,49,8,0,1,1,1,182865.09,1
2052,15792222,712,37,1,106881.5,2,0,0,169386.81,0
2053,15644765,689,26,4,120727.97,1,0,1,149073.88,0
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