Churn_LDA.csv

CreditScore,Age,Tenure,Balance,NumOfProducts,HasCrCard,IsActiveMember,EstimatedSalary,Exited,Gender_Int,Geography_Germany,Geography_Spain,Balance_Int,PC1
619,42,2,0.0,1,1,1,101348.88,1,1,0,0,0,-0.24401732979312035
608,41,1,83807.86,1,0,1,112542.58,0,1,0,1,1,-0.03674124158585536
502,42,8,159660.8,3,1,0,113931.57,1,1,0,0,1,0.8682672379719811
699,39,1,0.0,2,0,0,93826.63,0,1,0,0,0,0.3880122399621479
850,43,2,125510.82,1,1,1,79084.1,0,1,0,1,1,-0.02161469713607843
645,44,8,113755.78,2,1,0,149756.71,1,0,0,1,1,0.4745774016162621
822,50,7,0.0,2,1,1,10062.8,0,0,0,0,0,-0.49427839881981767
376,29,4,115046.74,4,1,0,119346.88,1,1,1,0,1,0.6816001741050957
501,44,4,142051.07,2,0,1,74940.5,0,0,0,0,1,-0.3317599562258147
684,27,2,134603.88,1,1,1,71725.73,0,0,0,0,1,-1.6764606757281855
528,31,6,102016.72,2,0,0,80181.12,0,0,0,0,1,-0.47401856009916166
497,24,3,0.0,2,1,0,76390.01,0,0,0,1,0,-1.1934554003801394
476,34,10,0.0,2,1,0,26260.98,0,1,0,0,0,-0.0367804887636922
549,25,5,0.0,2,0,0,190857.79,0,1,0,0,0,-0.5993063427197545
635,35,7,0.0,2,1,1,65951.65,0,1,0,1,0,-0.9560903697167722
616,45,3,143129.41,2,0,1,64327.26,0,0,1,0,1,0.5531016320697029
653,58,1,132602.88,1,1,0,5097.67,1,0,1,0,1,2.5606848986267243
549,24,9,0.0,2,1,1,14406.41,0,1,0,1,0,-1.7981197134344737
587,45,6,0.0,1,0,0,158684.81,0,0,0,1,0,0.5065353336783632
726,24,6,0.0,2,1,1,54724.03,0,1,0,0,0,-1.8827526635163474
732,41,8,0.0,2,1,1,170886.17,0,0,0,0,0,-1.0657214624649634
636,32,8,0.0,2,1,0,138555.46,0,1,0,1,0,-0.1873666197901535
510,38,4,0.0,1,1,0,118913.53,1,1,0,1,0,0.50809096581531
669,46,3,0.0,2,0,1,8487.75,0,0,0,0,0,-0.6164656554995315
846,38,5,0.0,1,1,1,187616.16,0,1,0,0,0,-0.6987189591958533
577,25,3,0.0,2,0,1,124508.29,0,0,0,0,0,-2.1188762714177964
756,36,2,136815.64,1,1,1,170041.95,0,0,1,0,1,-0.10673692750662957
571,44,9,0.0,2,0,0,38433.35,0,0,0,0,0,0.20752063970149043
574,43,3,141349.43,1,1,1,100187.43,0,1,1,0,1,1.0306308336815404
411,29,0,59697.17,2,1,1,53483.21,0,0,0,0,1,-1.5817212513337293
591,39,3,0.0,3,1,0,140469.38,1,1,0,1,0,0.3403078811032078
533,36,7,85311.7,1,0,1,156731.91,0,0,0,0,1,-0.9733888000331135
553,41,9,110112.54,2,0,0,81898.81,0,0,1,0,1,1.1294755296789762
520,42,6,0.0,2,1,1,34410.55,0,1,0,1,0,-0.34377257594413957
722,29,9,0.0,2,1,1,142033.07,0,1,0,1,0,-1.465222880803668
475,45,0,134264.04,1,1,0,27822.99,1,1,0,0,1,1.3472608066309926
490,31,3,145260.23,1,0,1,114066.77,0,0,0,1,1,-1.1520017039170902
804,33,7,76548.6,1,0,1,98453.45,0,0,0,1,1,-1.397875456158365
850,36,7,0.0,1,1,1,40812.9,0,0,0,0,0,-1.4684775221572257
582,41,6,70349.48,2,0,1,178074.04,0,0,1,0,1,0.13846089041372966
472,40,4,0.0,1,1,0,70154.22,0,0,0,1,0,0.14669748430557833
465,51,8,122522.32,1,0,0,181297.65,1,1,0,0,1,1.79405781973967
556,61,2,117419.35,1,1,1,94153.83,0,1,0,0,1,1.519517990936978
834,49,2,131394.56,1,0,0,194365.76,1,1,0,0,1,1.502440781101443
660,61,5,155931.11,1,1,1,158338.39,0,1,0,1,1,1.5463042795720354
776,32,4,109421.13,2,1,1,126517.46,0,1,1,0,1,-0.1194105922012746
829,27,9,112045.67,1,1,1,119708.21,1,1,1,0,1,-0.495423917599661
637,39,9,137843.8,1,1,1,117622.8,1,1,1,0,1,0.6036386050276296
550,38,2,103391.38,1,0,1,90878.13,0,0,1,0,1,0.11239658052780153
776,37,2,103769.22,2,1,0,194099.12,0,1,1,0,1,1.292245306347992
698,44,10,116363.37,2,1,0,198059.16,0,0,1,0,1,1.2861172787889918
585,36,5,146050.97,2,0,0,86424.57,0,0,1,0,1,0.849143413912472
788,33,5,0.0,2,0,0,116978.19,0,1,0,0,0,-0.17394446792595417
655,41,8,125561.97,1,0,0,164040.94,1,0,1,0,1,1.2532694936492836
601,42,1,98495.72,1,1,0,40014.76,1,0,1,0,1,1.3117914008385059
619,43,1,125211.92,1,1,1,113410.49,0,0,0,0,1,-0.3872825907211631
656,45,5,127864.4,1,1,0,87107.57,0,0,0,0,1,0.6617529538078488
725,19,0,75888.2,1,0,0,45613.75,0,0,1,0,1,-0.5349168122793161
511,66,4,0.0,1,1,0,1643.11,1,1,0,1,0,2.608340984398945
614,51,4,40685.92,1,1,1,46775.28,0,0,0,0,1,-0.005245323700566914
742,35,5,136857.0,1,0,0,84509.57,0,0,1,0,1,0.7585603099737424
687,27,9,152328.88,2,0,0,126494.82,0,1,1,0,1,0.5850891161450817
555,33,1,56084.69,2,0,0,178798.13,0,0,0,1,1,-0.28700930228054133
684,56,8,78707.16,1,1,1,99398.36,0,0,0,1,1,0.4091360681472285
603,26,4,109166.37,1,1,1,92840.67,0,0,1,0,1,-0.8946033302228892
751,36,6,169831.46,2,1,1,27758.36,0,1,1,0,1,0.2504380419255197
581,34,1,101633.04,1,1,0,110431.51,0,1,1,0,1,1.2653072733378834
735,43,10,123180.01,2,1,1,196673.28,0,0,1,0,1,0.21852845894744227
661,35,5,150725.53,2,0,1,113656.85,0,1,1,0,1,0.2825699315656751
675,21,8,98373.26,1,1,0,18203.0,0,1,0,0,1,-0.8122879597272015
738,58,2,133745.44,4,1,0,28373.86,1,0,1,0,1,2.182199040228813
813,29,6,0.0,1,1,0,33953.87,0,0,0,0,0,-0.9943446252193081
657,37,0,163607.18,1,0,1,44203.55,0,1,0,1,1,-0.2391043084507413
604,25,5,157780.84,2,1,1,58426.81,0,1,1,0,1,-0.49690855163509073
519,36,9,0.0,2,0,1,145562.4,0,0,0,0,0,-1.303128774756982
735,21,1,178718.19,2,1,0,22388.0,0,1,0,0,1,-0.7067528773300655
664,55,8,0.0,2,1,1,139161.64,0,0,0,0,0,0.04180652641925236
678,32,9,0.0,1,1,1,148210.64,0,1,0,0,0,-1.1228743898395532
757,33,5,77253.22,1,0,1,194239.63,0,0,0,1,1,-1.294013462925992
416,41,10,122189.66,2,1,0,98301.61,0,1,1,0,1,1.7200251740160397
665,34,1,96645.54,2,0,0,171413.66,0,1,0,0,1,0.2835802171372957
777,32,2,0.0,1,1,0,136458.19,1,1,0,0,0,-0.12131295361472463
543,36,3,0.0,2,0,0,26019.59,0,1,0,0,0,0.20003569852623376
506,34,4,90307.62,1,1,1,159235.29,0,1,0,0,1,-0.5762420166319872
493,46,4,0.0,2,1,0,1907.66,0,1,0,0,0,0.9440582801994264
652,75,10,0.0,2,1,1,114675.75,0,1,0,1,0,2.0970759763404865
750,22,3,121681.82,1,1,0,128643.35,1,0,0,1,1,-1.1089359627937345
729,30,9,0.0,2,1,0,151869.35,0,0,0,0,0,-0.9540011979934747
646,46,4,0.0,3,1,0,93251.42,1,1,0,0,0,0.7799585029934899
635,28,3,81623.67,2,1,1,156791.36,0,1,1,0,1,-0.362674031457979
647,44,5,0.0,3,1,1,174205.22,1,1,0,1,0,-0.30070243071470126
808,45,7,118626.55,2,1,0,147132.46,0,0,0,0,1,0.4388771367284919
524,36,10,0.0,2,1,0,109614.57,0,1,0,0,0,0.12551583580129128
769,29,8,0.0,2,1,1,172290.61,0,0,0,0,0,-2.013392570245197
730,42,4,0.0,2,0,1,85982.47,0,0,0,1,0,-0.912704056796768
515,35,10,176273.95,1,0,1,121277.78,0,0,0,1,1,-0.8882866516011726
773,41,9,102827.44,1,0,1,64595.25,0,0,0,1,1,-0.7523446877280925
814,29,8,97086.4,2,1,1,197276.13,0,0,1,0,1,-0.9358049463718373
710,22,8,0.0,2,0,0,99645.04,0,0,0,1,0,-1.5071954112621666
413,34,9,0.0,2,0,0,6534.18,0,0,0,0,0,-0.4748378411696262
665,40,6,0.0,1,1,1,161848.03,0,1,0,0,0,-0.4521621574415252
623,44,6,0.0,2,0,0,167162.43,0,1,0,0,0,0.7913827597717429
738,31,9,82674.15,1,1,0,41970.72,0,0,0,0,1,-0.6330100344317442
528,36,7,0.0,2,1,0,60536.56,0,0,0,1,0,-0.3497786756986346
670,65,1,0.0,1,1,1,177655.68,1,1,0,1,0,1.5716203231882222
622,46,4,107073.27,2,1,1,30984.59,1,1,0,1,1,0.1648233496831631
582,32,1,88938.62,1,1,1,10054.53,0,0,1,0,1,-0.458212407996825
785,36,2,99806.85,1,0,1,36976.52,0,1,1,0,1,0.2896727351090952
605,33,5,150092.8,1,0,0,71862.79,0,0,0,1,1,-0.13063823754301937
479,35,9,92833.89,1,1,0,99449.86,1,0,1,0,1,0.7635680854594882
685,30,3,90536.81,1,0,1,63082.88,0,0,1,0,1,-0.6433854152656123
538,39,7,108055.1,2,1,0,27231.26,0,0,1,0,1,0.9475475313758347
562,42,2,100238.35,1,0,0,86797.41,0,0,0,0,1,0.5112287081770845
675,36,9,106190.55,1,0,1,22994.32,0,0,0,1,1,-1.0866995246847018
721,28,9,154475.54,2,0,1,101300.94,1,0,1,0,1,-0.8640448376959514
628,30,9,132351.29,2,1,1,74169.13,0,1,1,0,1,-0.22279892774352617
668,37,6,167864.4,1,1,0,115638.29,0,1,1,0,1,1.506287677999214
506,41,1,0.0,2,1,0,31766.3,0,1,0,0,0,0.6042769355024457
524,31,8,107818.63,1,1,0,199725.39,1,1,1,0,1,1.0334593203032107
699,34,4,185173.81,2,1,0,120834.48,0,0,1,0,1,0.6931414383863954
828,34,8,129433.34,2,0,0,38131.77,0,0,0,0,1,-0.43092786759206836
674,39,6,120193.42,1,0,0,100130.95,0,0,0,1,1,0.2279427971416837
656,39,6,0.0,2,1,0,141069.88,0,1,0,0,0,0.3383031008736263
684,48,10,126384.42,1,1,1,198129.36,0,1,1,0,1,1.2686366208106246
625,28,3,0.0,1,0,0,183646.41,0,1,0,0,0,-0.28705686910474776
432,42,9,152603.45,1,1,0,110265.24,1,0,0,0,1,0.5834494372498162
549,52,1,0.0,1,0,1,8636.05,1,1,0,0,0,0.5751206343885665
625,56,0,148507.24,1,1,0,46824.08,1,0,1,0,1,2.489154367637432
828,41,7,0.0,2,1,0,171378.77,0,1,0,0,0,0.38142627049236527
770,24,9,101827.07,1,1,0,167256.35,0,0,0,0,1,-1.0959202174152793
758,34,3,0.0,2,1,1,124226.16,0,1,0,0,0,-1.060828208363633
795,33,9,130862.43,1,1,1,114935.21,0,1,1,0,1,0.023567200632781386
687,38,9,122570.87,1,1,1,35608.88,0,0,0,0,1,-0.9644413709888439
686,25,1,0.0,2,0,1,16459.37,0,0,0,0,0,-2.2147441177688014
789,39,7,124828.46,2,1,1,124411.08,0,0,1,0,1,-0.11615160036938633
589,50,5,144895.05,2,1,1,34941.23,0,1,1,0,1,1.4018691713668372
461,34,5,63663.93,1,0,1,167784.28,0,1,1,0,1,0.29815456357256065
637,40,2,133463.1,1,0,1,93165.34,0,0,0,0,1,-0.60255648502333
584,48,2,213146.2,1,1,0,75161.25,1,1,0,1,1,1.686412919303018
579,35,1,129490.36,2,0,1,8590.83,1,1,0,1,1,-0.547197152278864
756,44,10,137452.09,1,1,0,189543.9,0,0,1,0,1,1.39345893372316
663,34,7,0.0,2,1,1,180427.24,0,0,0,0,0,-1.5421566088832643
682,43,5,125851.93,1,1,1,193318.33,0,1,0,0,1,0.0750619671230746
793,52,2,0.0,1,1,0,159123.82,1,0,0,1,0,0.9303592925400825
691,31,5,40915.55,1,1,0,126213.84,1,1,0,0,1,-0.07460870903687879
485,21,5,113157.22,1,1,1,54141.5,0,1,0,1,1,-1.5539108104161254
635,29,8,138296.94,2,1,0,141075.51,0,1,0,1,1,-0.11300347928131639
650,37,5,106967.18,1,0,0,24495.03,0,0,0,0,1,0.012841429488844362
735,44,9,120681.63,1,1,0,74836.34,0,0,0,0,1,0.4604862331812171
416,32,0,0.0,2,0,1,878.87,0,0,0,0,0,-1.4938494954443882
754,32,7,0.0,2,1,0,89520.75,0,1,0,1,0,-0.27431361536678694
535,48,9,0.0,1,1,0,149892.79,1,1,0,0,0,1.1826114559283025
716,42,8,0.0,2,1,0,180800.42,0,0,0,1,0,0.033662677862757326
539,37,2,127609.59,1,1,0,98646.22,0,0,0,0,1,0.1664390928530743
614,43,6,0.0,2,1,1,109041.53,0,1,0,0,0,-0.3206445800233504
706,57,7,0.0,1,1,0,17941.16,1,0,0,1,0,1.2391433222346397
758,33,7,0.0,2,0,0,82996.47,0,1,0,0,0,-0.19692793804305758
586,28,2,0.0,2,1,1,92067.35,0,1,0,1,0,-1.3848682535990224
646,73,6,97259.25,1,0,1,104719.66,0,1,0,0,1,2.331756791320548
631,33,4,123246.7,1,0,0,112687.57,0,1,1,0,1,1.1937423314659905
717,22,6,101060.25,1,0,1,84699.56,0,1,0,1,1,-1.6164608458292051
684,30,2,0.0,2,1,0,83473.82,0,0,0,0,0,-0.8646700614432749
800,49,7,108007.36,1,0,0,47125.11,0,1,0,0,1,1.3427500025052297
721,36,2,0.0,2,1,1,106977.8,0,1,0,1,0,-0.8496178950259404
683,29,0,133702.89,1,1,0,55582.54,1,0,0,1,1,-0.4975493753914999
660,31,9,125189.75,2,1,1,139874.43,0,0,1,0,1,-0.6666083698065547
704,24,7,113034.22,1,1,0,162503.48,1,1,1,0,1,0.3828329192240769
615,41,9,109013.23,1,1,0,196499.96,0,1,0,1,1,0.8875041283519511
667,39,2,0.0,2,1,0,40721.24,1,1,0,1,0,0.3643998633564371
682,24,9,57929.81,2,0,0,53134.3,0,0,1,0,1,-0.38012159255783445
484,29,4,130114.39,1,1,0,164017.89,0,1,0,0,1,0.11271228849828634
628,27,5,95826.49,2,1,0,155996.96,0,0,1,0,1,0.02812919695980342
480,44,10,129608.57,1,1,0,5472.7,1,0,1,0,1,1.470585522762049
578,30,4,169462.09,1,1,0,112187.11,0,0,0,0,1,-0.33583389956526055
512,40,5,0.0,2,1,1,146457.83,0,0,0,0,0,-0.9713429555087272
484,35,7,133868.21,1,1,1,27286.1,0,1,0,1,1,-0.47343888497420283
510,30,0,0.0,2,1,1,130553.47,0,1,0,0,0,-1.1646713504599777
606,36,5,190479.48,2,0,0,179351.89,0,0,1,0,1,0.966865745765805
597,40,8,101993.12,1,0,1,94774.12,0,1,0,1,1,-0.17172509921745993
754,55,3,161608.81,1,1,0,8080.85,1,1,1,0,1,2.8128913981607195
850,45,2,122311.21,1,1,1,19482.5,0,1,0,1,1,0.09786248310635447
510,65,2,0.0,2,1,1,48071.61,0,0,0,0,0,0.948384231180976
778,45,1,162150.42,2,1,0,174531.27,0,1,1,0,1,2.0257710899003105
636,42,2,0.0,2,1,1,55470.78,0,0,0,0,0,-0.9016476904076836
804,50,4,0.0,1,1,1,8546.87,1,1,0,0,0,0.18114395736606187
514,32,8,0.0,2,1,0,95857.18,0,0,0,0,0,-0.6732200303365604
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