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ID | Описание | Дата |
---|---|---|
bf26bfa7-7b05-44bc-b138-e2e0c8819604 | harness turn-key experiences | 2025-02-16 |
1d1204b6-872f-46ff-a2a8-b16313acbce9 | syndicate seamless portals | 1989-05-22 |
d8f122c3-6c79-4a8e-9237-7e9afd0bb699 | engineer rich action-items | 1972-01-03 |
e7ca78ae-514f-4a6f-a9ab-d825f92bfd5d | architect innovative initiatives | 1997-05-18 |
f108f142-2db8-4aa9-928c-809a6571c055 | embrace cross-media e-tailers | 2001-07-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Manager | 71681.400 | 3 | 6 | 15 | 1 | 8 | 8 | 10.44 | 0.0 | Standard | 1293.02 | 38.234514 | NM | 53.923514 | 295.811896 | Low_spent_Medium_value_payments | 510.209590 | Good | 314 |
20 | Scientist | 78139.420 | 3 | 5 | 1 | 0 | 14 | 2 | 3.26 | 4.0 | Good | 1116.88 | 38.441533 | No | 0.000000 | 81.605213 | High_spent_Medium_value_payments | 799.956620 | Good | 370 |
25 | Journalist | 45002.480 | 4 | 7 | 2 | 1 | 29 | 17 | 2.65 | 0.0 | Standard | 1221.95 | 31.719462 | No | 26.130189 | 172.409591 | Low_spent_Medium_value_payments | 429.980886 | Standard | 213 |
36 | Architect | 32881.920 | 4 | 7 | 10 | 2 | 11 | 1 | 4.60 | 0.0 | Good | 479.81 | 28.371832 | No | 33.243200 | 0.000000 | Low_spent_Small_value_payments | 394.415170 | Standard | 230 |
33 | Doctor | 34633.280 | 0 | 3 | 5 | 4 | 15 | 11 | 4.10 | 3.0 | Good | 323.53 | 25.120471 | NM | 107.688290 | 96.231196 | High_spent_Small_value_payments | 364.491181 | Poor | 346 |
16 | Journalist | 61277.550 | 5 | 6 | 14 | 2 | 10 | 15 | 15.54 | 5.0 | Standard | 1380.47 | 38.216178 | Yes | 88.566258 | 148.941258 | High_spent_Medium_value_payments | 500.138734 | Standard | 94 |
23 | Manager | 91836.480 | 6 | 7 | 12 | 1 | 18 | 20 | 8.26 | 3.0 | Good | 164.03 | 42.764623 | No | 62.425215 | 0.000000 | High_spent_Medium_value_payments | 867.188442 | Poor | 221 |
44 | Lawyer | 43734.680 | 0 | 5 | 5 | 1 | 13 | 11 | 0.00 | 1.0 | Good | 1016.51 | 39.094329 | No | 19.844233 | 156.309482 | Low_spent_Small_value_payments | 478.901952 | Standard | 290 |
52 | Teacher | 72304.380 | 8 | 7 | 14 | 2 | 20 | 8 | 8.94 | 2.0 | Standard | 1295.99 | 36.191277 | Yes | 64.069202 | 146.093308 | High_spent_Medium_value_payments | 649.773990 | Standard | 394 |
33 | Media_Manager | 67327.320 | 5 | 3 | 7 | 3 | 20 | 8 | 18.25 | 7.0 | Standard | 495.02 | 39.119315 | Yes | 125.015508 | 194.369138 | High_spent_Medium_value_payments | 485.776354 | Standard | 211 |
43 | Developer | 36886.490 | 4 | 7 | 20 | 0 | 6 | 17 | 16.54 | 4.0 | Standard | 1251.85 | 36.249273 | Yes | 0.000000 | 56.457324 | High_spent_Large_value_payments | 492.430093 | Standard | 257 |
38 | Musician | 16201.470 | 4 | 6 | 20 | 2 | 13 | 14 | 12.34 | 4.0 | Standard | 1438.98 | 28.863552 | Yes | 21.024679 | 216.043000 | Low_spent_Small_value_payments | 215.244572 | Poor | 179 |
28 | Media_Manager | 55245.880 | 3 | 3 | 12 | 2 | 16 | 21 | 11.32 | 10.0 | Standard | 137.95 | 23.029471 | Yes | 54.556181 | 201.032299 | High_spent_Medium_value_payments | 480.593854 | Good | 128 |
42 | Journalist | 83669.520 | 8 | 6 | 17 | 3 | 16 | 9 | 12.22 | 4.0 | Standard | 1234.99 | 38.147897 | Yes | 179.525538 | 55.632402 | High_spent_Large_value_payments | 691.788060 | Standard | 197 |
29 | Doctor | 32438.590 | 3 | 4 | 2 | 2 | 15 | 17 | 10.62 | 4.0 | Good | 64.65 | 36.405363 | No | 38.481829 | 170.923232 | Low_spent_Small_value_payments | 361.716522 | Good | 199 |
38 | Manager | 9917.025 | 5 | 6 | 17 | 2 | 9 | 17 | 13.96 | 8.0 | Standard | 1065.19 | 22.077531 | Yes | 14.199058 | 47.650532 | High_spent_Small_value_payments | 308.092286 | Standard | 149 |
22 | Developer | 15692.350 | 7 | 3 | 10 | 3 | 26 | 18 | 18.20 | 5.0 | Standard | 611.50 | 29.266314 | Yes | 32.931373 | 0.000000 | Low_spent_Small_value_payments | 257.794456 | Standard | 106 |
31 | Mechanic | 40196.900 | 2 | 5 | 7 | 1 | 0 | 12 | 8.07 | 0.0 | Good | 613.90 | 32.726484 | No | 20.998536 | 138.954945 | High_spent_Medium_value_payments | 429.120686 | Good | 235 |
24 | Lawyer | 73062.600 | 4 | 7 | 20 | 4 | 20 | 15 | 14.24 | 8.0 | Standard | 280.10 | 42.116997 | Yes | 176.852443 | 109.144640 | High_spent_Large_value_payments | 580.757917 | Standard | 204 |
26 | Engineer | 112030.920 | 1 | 4 | 4 | 2 | 9 | 10 | 7.15 | 0.0 | Good | 1385.67 | 41.309835 | No | 151.158299 | 355.148992 | High_spent_Small_value_payments | 690.583709 | Good | 0 |
34 | Mechanic | 21765.990 | 3 | 3 | 8 | 1 | 7 | 8 | 6.43 | 9.0 | Good | 866.29 | 35.818681 | No | 16.547229 | 53.615774 | High_spent_Medium_value_payments | 374.120246 | Standard | 385 |
53 | Musician | 123800.800 | 5 | 3 | 7 | 2 | 7 | 3 | 7.21 | 1.0 | Good | 832.14 | 27.963422 | No | 104.692637 | 119.611945 | High_spent_Medium_value_payments | 1037.368752 | Good | 294 |
27 | Architect | 43704.550 | 4 | 5 | 10 | 3 | 9 | 7 | 6.39 | 0.0 | Good | 737.37 | 32.080340 | No | 81.483977 | 81.333869 | High_spent_Medium_value_payments | 435.286737 | Good | 327 |
31 | Doctor | 15440.420 | 7 | 6 | 13 | 0 | 9 | 16 | 7.48 | 4.0 | Standard | 1277.85 | 33.945061 | Yes | 0.000000 | 56.725325 | High_spent_Medium_value_payments | 342.944842 | Standard | 232 |
32 | Teacher | 117355.480 | 4 | 7 | 2 | 1 | 8 | 2 | 0.72 | 3.0 | Good | 1484.67 | 27.716076 | No | 67.673425 | 580.374090 | Low_spent_Medium_value_payments | 607.714818 | Standard | 315 |
18 | Doctor | 25454.670 | 4 | 3 | 7 | 0 | 24 | 10 | 1.61 | 0.0 | Standard | 256.91 | 24.493624 | No | 0.000000 | 207.774563 | Low_spent_Medium_value_payments | 278.047687 | Standard | 373 |
49 | Engineer | 16199.955 | 3 | 7 | 7 | 4 | 1 | 11 | 4.88 | 0.0 | Good | 446.66 | 32.805837 | No | 39.782326 | 42.410612 | High_spent_Medium_value_payments | 281.906687 | Standard | 0 |
36 | Entrepreneur | 13701.675 | 8 | 6 | 19 | 1 | 7 | 12 | 11.90 | 9.0 | Standard | 1060.40 | 32.861450 | Yes | 7.968655 | 55.370137 | Low_spent_Small_value_payments | 349.941833 | Standard | 285 |
40 | Architect | 17573.035 | 3 | 2 | 12 | 4 | 11 | 5 | 7.60 | 4.0 | Good | 429.50 | 28.702222 | No | 38.788254 | 0.000000 | High_spent_Small_value_payments | 306.242283 | Good | 388 |
45 | Doctor | 18524.985 | 0 | 3 | 1 | 3 | 6 | 5 | 7.21 | 2.0 | Good | 463.93 | 39.581255 | No | 24.121876 | 96.853294 | Low_spent_Small_value_payments | 352.199705 | Good | 280 |
36 | Developer | 70144.540 | 3 | 3 | 14 | 3 | 28 | 11 | 11.95 | 5.0 | Standard | 819.99 | 32.985155 | Yes | 156.992388 | 86.011546 | High_spent_Medium_value_payments | 573.533900 | Poor | 188 |
24 | Architect | 24723.630 | 5 | 5 | 18 | 1 | 16 | 19 | 11.35 | 3.0 | Standard | 327.48 | 27.014712 | NM | 11.481055 | 41.535079 | High_spent_Large_value_payments | 410.414116 | Standard | 202 |
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