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Water Potability Table

Age Occupation Annual_Income Num_Bank_Accounts Num_Credit_Card Interest_Rate Num_of_Loan Delay_from_due_date Num_of_Delayed_Payment Changed_Credit_Limit Num_Credit_Inquiries Credit_Mix Outstanding_Debt Credit_Utilization_Ratio Payment_of_Min_Amount Total_EMI_per_month Amount_invested_monthly Payment_Behaviour Monthly_Balance Credit_Score Credit_History_Age_Months
47 Doctor 18549.280 4 4 6 0 13 0 0.00 0.0 Good 1247.30 35.314011 No 0.000000 50.394867 Low_spent_Medium_value_payments 399.482466 Standard 242
33 Musician 39232.160 5 7 1 0 14 10 4.32 0.0 Good 487.44 39.390010 No 0.000000 135.970229 High_spent_Small_value_payments 457.164438 Poor 321
43 Architect 15952.790 5 1 3 3 13 9 3.41 1.0 Good 645.40 29.870328 No 25.384485 112.706705 Low_spent_Large_value_payments 257.448727 Good 189
21 Accountant 35260.690 0 6 5 4 4 1 5.84 2.0 Good 51.50 37.317236 No 91.429122 57.947314 High_spent_Large_value_payments 374.562647 Standard 353
29 Developer 58194.330 5 7 20 5 26 21 12.11 4.0 Standard 1208.38 35.937650 Yes 132.083695 399.854154 Low_spent_Large_value_payments 204.414901 Standard 115
37 Media_Manager 20496.790 3 3 6 2 16 18 9.37 4.0 Standard 1165.77 35.004040 Yes 28.712563 0.000000 Low_spent_Large_value_payments 331.766863 Standard 0
25 Architect 12593.445 4 4 7 2 7 12 15.42 5.0 Standard 43.68 34.635702 Yes 18.944548 91.502737 Low_spent_Small_value_payments 255.898089 Standard 199
28 Mechanic 81481.020 3 4 7 2 3 0 4.11 4.0 Standard 211.88 27.916436 No 69.379837 448.829971 High_spent_Small_value_payments 439.098692 Standard 294
32 Writer 30962.650 8 4 11 0 23 13 5.40 6.0 Standard 716.42 27.576930 No 0.000000 60.481516 High_spent_Large_value_payments 450.640568 Standard 283
47 Architect 43787.090 1 3 1 0 10 6 6.75 0.0 Good 615.05 34.958569 NM 0.000000 125.549841 High_spent_Medium_value_payments 461.842576 Standard 215
34 Journalist 42070.960 7 6 17 2 22 20 9.02 4.0 Standard 369.11 37.807551 NM 56.408133 88.987194 High_spent_Large_value_payments 469.296006 Standard 206
44 Mechanic 10728.400 6 3 12 0 20 12 10.95 4.0 Good 1375.35 33.434738 NM 0.000000 67.779594 Low_spent_Small_value_payments 294.223740 Good 0
31 Musician 26794.850 4 7 18 7 6 17 10.57 5.0 Standard 1484.37 33.890689 Yes 151.922725 82.241262 High_spent_Medium_value_payments 252.726430 Standard 153
49 Entrepreneur 19179.165 1 7 5 0 0 0 4.35 4.0 Good 1391.31 25.686308 No 0.000000 20.735938 High_spent_Large_value_payments 390.290437 Standard 344
44 Manager 16231.115 6 7 15 0 5 20 11.92 4.0 Standard 1375.66 39.828494 No 0.000000 83.350017 Low_spent_Small_value_payments 336.709274 Standard 343
27 Musician 64425.780 1 3 8 4 6 8 2.69 1.0 Good 711.10 27.268372 No 165.565053 64.911837 High_spent_Large_value_payments 535.004610 Poor 303
31 Musician 16942.390 7 4 20 4 17 9 19.89 11.0 Standard 78.27 35.532037 Yes 46.115970 110.412249 Low_spent_Large_value_payments 264.658365 Poor 314
24 Engineer 17397.560 9 10 15 6 50 19 17.62 9.0 Bad 1435.60 23.625192 Yes 69.305377 45.888745 High_spent_Medium_value_payments 302.985544 Poor 224
52 Lawyer 31950.940 3 3 5 1 27 15 9.43 4.0 Standard 256.26 29.459800 Yes 18.496671 143.343003 High_spent_Small_value_payments 367.918159 Standard 187
36 Doctor 11924.590 3 5 9 0 12 0 18.46 3.0 Standard 347.93 33.374900 NM 0.000000 132.460084 Low_spent_Small_value_payments 273.211499 Standard 354
47 Manager 29819.420 7 5 16 4 9 11 13.64 3.0 Standard 1379.69 29.418153 No 89.163419 202.342263 Low_spent_Small_value_payments 239.889485 Poor 301
53 Architect 24629.460 5 3 15 0 9 8 9.85 3.0 Standard 1237.39 25.116824 No 0.000000 88.596514 Low_spent_Large_value_payments 377.848986 Standard 198
53 Accountant 105488.680 3 7 12 1 14 19 10.83 0.0 Standard 921.89 39.425447 No 84.006960 276.996734 High_spent_Medium_value_payments 773.868639 Standard 219
24 Media_Manager 117502.800 3 5 16 1 12 19 11.14 2.0 Standard 953.87 34.557859 NM 96.481320 231.583526 High_spent_Large_value_payments 905.525154 Standard 236
42 Scientist 35350.240 4 7 20 7 16 11 14.26 7.0 Standard 543.54 31.263872 Yes 139.697450 138.786867 Low_spent_Small_value_payments 320.101016 Standard 71
36 Writer 88147.530 2 3 8 3 14 3 11.78 3.0 Good 1416.48 40.288097 No 167.868051 261.426065 Low_spent_Medium_value_payments 598.468634 Poor 344
56 Journalist 34388.000 0 5 5 0 7 5 9.53 5.0 Good 874.17 26.556803 No 0.000000 267.824755 Low_spent_Small_value_payments 293.341912 Standard 267
34 Developer 35325.290 5 3 10 3 18 12 1.63 4.0 Standard 1037.07 32.256189 No 66.842920 165.930659 Low_spent_Small_value_payments 333.703837 Standard 364
28 Journalist 27706.710 8 6 15 3 10 11 10.49 1.0 Standard 204.35 26.795525 NM 49.171833 207.083244 Low_spent_Small_value_payments 275.434173 Standard 223
25 Engineer 17682.710 6 4 14 2 33 12 0.00 4.0 Standard 1494.00 36.132198 Yes 23.598616 132.281820 Low_spent_Medium_value_payments 284.075481 Standard 129
25 Scientist 16934.760 4 3 7 5 30 15 11.32 5.0 Standard 304.61 28.525965 Yes 52.813538 111.817916 Low_spent_Small_value_payments 243.491547 Standard 81

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