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aed57606-d1f7-456b-b853-db8585f664aa grow cross-platform web-readiness 2023-03-02
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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
46 Musician 142170.120 3 4 8 2 3 1 2.58 3.0 Good 282.56 38.362503 No 183.759513 216.102179 High_spent_Medium_value_payments 1008.589307 Good 294
25 Media_Manager 50552.340 8 7 17 1 30 12 13.42 6.0 Standard 829.97 32.796937 NM 35.521195 218.127544 Low_spent_Small_value_payments 456.120761 Standard 393
28 Teacher 20377.700 6 5 15 2 21 17 10.14 6.0 Standard 1490.65 31.784862 Yes 29.921581 23.844408 High_spent_Medium_value_payments 362.148177 Poor 132
20 Journalist 22318.490 5 2 7 3 13 0 4.86 0.0 Good 947.41 25.065355 No 39.917284 46.371848 High_spent_Medium_value_payments 376.798285 Standard 225
39 Scientist 20027.030 4 6 6 5 11 14 14.72 5.0 Standard 1183.81 33.618332 Yes 79.262238 170.424317 Low_spent_Medium_value_payments 219.305361 Poor 94
42 Musician 28408.970 1 5 4 4 9 1 7.23 3.0 Good 542.72 28.782090 No 144.715094 71.598415 High_spent_Small_value_payments 338.922762 Standard 0
39 Architect 49454.130 8 5 23 2 59 23 4.95 8.0 Bad 1388.56 28.978427 NM 73.346359 0.000000 Low_spent_Medium_value_payments 459.078076 Poor 160
30 Mechanic 58224.100 2 2 11 2 11 1 6.21 3.0 Good 728.50 30.663101 No 52.943493 0.000000 High_spent_Large_value_payments 573.149198 Good 0
34 Engineer 59710.880 4 5 11 1 22 20 6.02 1.0 Standard 36.28 34.536700 No 41.776485 298.703317 High_spent_Small_value_payments 419.110864 Standard 263
22 Manager 41806.160 2 7 7 1 4 5 6.04 3.0 Good 300.61 39.063949 No 21.864682 41.302682 High_spent_Medium_value_payments 543.317303 Good 315
14 Media_Manager 18474.665 6 4 8 4 30 8 17.81 4.0 Standard 1070.85 28.981064 Yes 41.778767 66.186053 High_spent_Medium_value_payments 304.390722 Standard 320
34 Musician 44986.550 6 5 11 1 0 1 10.26 0.0 Good 753.21 40.454544 No 23.267135 212.989397 Low_spent_Small_value_payments 422.731384 Good 238
36 Musician 18350.255 5 6 19 5 27 20 7.75 5.0 Standard 505.97 39.809770 Yes 58.178025 138.322115 Low_spent_Medium_value_payments 223.418652 Standard 124
28 Mechanic 15806.695 1 1 6 2 12 10 4.99 0.0 Good 1204.86 31.463281 No 18.137630 66.956669 Low_spent_Medium_value_payments 324.928159 Good 376
19 Architect 84738.630 6 7 6 1 10 12 19.72 6.0 Standard 381.11 35.699611 Yes 38.364191 440.664209 Low_spent_Small_value_payments 540.226851 Standard 222
38 Manager 39994.310 5 3 7 0 7 4 8.75 6.0 Good 651.27 33.348469 NM 0.000000 0.000000 High_spent_Medium_value_payments 549.697956 Standard 316
27 Doctor 81864.560 8 5 11 2 6 16 16.07 7.0 Standard 1210.87 29.815315 NM 74.807701 146.620651 High_spent_Large_value_payments 706.776314 Standard 245
19 Doctor 38197.250 1 6 9 2 5 7 5.28 6.0 Good 898.75 38.435108 No 44.124665 106.753547 Low_spent_Medium_value_payments 448.232205 Standard 284
41 Architect 21380.065 2 2 5 3 2 1 1.79 2.0 Good 764.08 33.036745 NM 30.570849 0.000000 Low_spent_Small_value_payments 292.167606 Standard 289
55 Journalist 27987.500 8 4 6 2 24 22 10.98 4.0 Standard 1142.21 25.544532 NM 39.600998 169.225879 Low_spent_Small_value_payments 323.302290 Standard 238
46 Journalist 45848.860 8 5 11 2 27 12 16.37 4.0 Standard 945.68 33.399991 Yes 50.622855 152.823030 High_spent_Small_value_payments 423.827949 Standard 281
29 Developer 16718.645 7 3 15 4 23 10 11.45 1.0 Standard 853.41 26.349364 No 50.961936 30.019189 High_spent_Large_value_payments 286.040916 Good 193
26 Scientist 71460.320 4 4 5 2 5 0 7.95 4.0 Good 240.64 36.941059 No 109.895862 83.031257 High_spent_Medium_value_payments 660.875548 Standard 0
21 Musician 19998.330 8 6 12 3 19 0 12.44 2.0 Standard 1035.70 37.805835 Yes 42.946525 115.375920 Low_spent_Small_value_payments 312.730305 Standard 187
52 Teacher 36564.350 4 5 16 1 20 15 2.19 3.0 Standard 108.46 24.898484 No 15.459723 0.000000 Low_spent_Large_value_payments 290.450564 Standard 237
33 Doctor 19124.400 4 7 7 1 19 4280 2.99 7.0 Standard 1110.63 27.954564 No 15.522587 137.228878 Low_spent_Large_value_payments 303.218535 Standard 0
29 Lawyer 98035.140 6 5 8 1 10 12 2.99 2.0 Standard 157.62 33.534261 No 41.636405 287.622640 Low_spent_Medium_value_payments 750.200455 Good 208
21 Musician 22020.370 5 6 6 3 19 12 5.14 4.0 Good 1343.64 36.488983 No 36.598631 192.651722 Low_spent_Small_value_payments 221.252730 Poor 309
48 Accountant 30807.570 0 5 4 4 7 5 4.88 3.0 Good 708.20 38.407147 No 88.492115 347.172490 Low_spent_Small_value_payments 133.965145 Good 320
34 Media_Manager 11280.545 8 3 11 2 5 14 15.68 3.0 Standard 817.93 37.422121 Yes 15.511863 74.885448 Low_spent_Medium_value_payments 296.407230 Standard 0
28 Media_Manager 42832.160 0 4 5 2 7 1 6.86 6.0 Good 565.03 24.720760 NM 66.182228 112.208397 High_spent_Medium_value_payments 450.244041 Standard 197
35 Journalist 19147.200 3 5 5 0 6 19 8.00 0.0 Standard 1347.02 31.274422 Yes 0.000000 123.727107 Low_spent_Medium_value_payments 325.532893 Standard 322

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