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ID | Описание | Дата |
---|---|---|
70324157-09f4-4bb8-a1fc-145442a60c59 | maximize robust communities | 1970-12-28 |
a1681efd-2d06-40e8-9f95-cf346cd15ac0 | matrix cross-media convergence | 1989-04-09 |
3049fa54-2f75-4ba4-939c-550ea8a66d52 | optimize visionary experiences | 1980-02-11 |
d91586dd-5a89-4264-8c76-63633c2968f0 | scale magnetic channels | 1980-07-26 |
d6cf590d-f8f5-4119-a99a-148ddd41ab05 | envisioneer transparent communities | 1992-09-26 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43 | Developer | 15305.460 | 0 | 7 | 2 | 2 | 14 | 5 | 10.95 | 0.0 | Good | 642.42 | 31.735241 | No | 20.301654 | 77.376409 | Low_spent_Small_value_payments | 315.367437 | Standard | 188 |
41 | Lawyer | 20474.270 | 6 | 5 | 16 | 3 | 27 | 13 | 3.99 | 3.0 | Standard | 1123.23 | 29.394504 | No | 37.001762 | 73.697562 | Low_spent_Medium_value_payments | 349.019592 | Standard | 207 |
42 | Accountant | 56370.980 | 4 | 6 | 3 | 4 | 19 | 0 | 11.92 | 3.0 | Good | 726.60 | 31.456126 | No | 180.810295 | 510.814889 | Low_spent_Medium_value_payments | 85.732983 | Poor | 213 |
35 | Musician | 60788.820 | 8 | 7 | 14 | 0 | 29 | 10 | 0.96 | 6.0 | Standard | 1463.41 | 35.931005 | No | 0.000000 | 184.297059 | Low_spent_Small_value_payments | 590.876441 | Poor | 207 |
23 | Manager | 155955.800 | 5 | 3 | 2 | 2 | 2 | 5 | 8.32 | 3.0 | Good | 233.93 | 46.591820 | No | 130.725309 | 201.074029 | High_spent_Medium_value_payments | 1198.832328 | Standard | 289 |
48 | Lawyer | 28225.490 | 1 | 4 | 6 | 0 | 13 | 2 | 15.23 | 8.0 | Good | 245.60 | 36.288993 | No | 0.000000 | 131.898530 | Low_spent_Medium_value_payments | 383.713887 | Good | 260 |
25 | Mechanic | 102023.400 | 6 | 5 | 6 | 0 | 16 | 20 | 11.41 | 8.0 | Good | 271.96 | 28.989567 | No | 0.000000 | 398.656190 | High_spent_Small_value_payments | 714.938810 | Standard | 270 |
40 | Manager | 32827.080 | 7 | 3 | 10 | 2 | 15 | 15 | 12.65 | 3.0 | Standard | 300.70 | 27.990626 | Yes | 29.603681 | 160.342410 | High_spent_Small_value_payments | 329.812909 | Standard | 368 |
21 | Journalist | 26697.270 | 4 | 7 | 10 | 4 | 16 | 19 | 15.85 | 9.0 | Standard | 942.40 | 37.445093 | Yes | 72.560081 | 140.033636 | High_spent_Small_value_payments | 275.283533 | Standard | 340 |
55 | Teacher | 39558.720 | 9 | 7 | 13 | 3 | 29 | 9 | 6.50 | 4.0 | Standard | 957.41 | 30.677969 | Yes | 89.415110 | 106.848684 | High_spent_Small_value_payments | 368.092205 | Standard | 0 |
52 | Musician | 24353.630 | 6 | 7 | 11 | 1 | 25 | 0 | 17.24 | 4.0 | Standard | 806.40 | 33.114514 | Yes | 15.465946 | 24.576629 | High_spent_Medium_value_payments | 395.104341 | Standard | 0 |
21 | Doctor | 19681.080 | 4 | 4 | 16 | 3 | 16 | 5 | 10.41 | 1.0 | Standard | 1122.31 | 24.793549 | Yes | 33.870708 | 74.475896 | High_spent_Small_value_payments | 297.062396 | Standard | 225 |
51 | Teacher | 18128.100 | 3 | 3 | 12 | 4 | 5 | 19 | 11.91 | 2.0 | Standard | 372.17 | 25.556828 | NM | 56.649159 | 33.294626 | High_spent_Medium_value_payments | 333.023715 | Standard | 259 |
48 | Architect | 73639.720 | 6 | 7 | 18 | 0 | 33 | 10 | 15.06 | 3.0 | Standard | 1433.03 | 36.484673 | Yes | 0.000000 | 154.677116 | High_spent_Medium_value_payments | 707.287217 | Standard | 236 |
35 | Architect | 56831.760 | 5 | 6 | 6 | 1 | 29 | 18 | 1.17 | 1.0 | Standard | 1179.08 | 29.109743 | No | 37.504993 | 185.487921 | High_spent_Medium_value_payments | 489.805087 | Standard | 351 |
28 | Musician | 21060.630 | 5 | 6 | 20 | 4 | 21 | 9 | 10.73 | 7.0 | Standard | 1072.32 | 26.013457 | No | 42.825854 | 168.587959 | Low_spent_Small_value_payments | 226.991437 | Standard | 197 |
26 | Doctor | 28097.200 | 0 | 7 | 4 | 0 | 7 | 8 | 1.44 | 2.0 | Good | 644.34 | 24.727425 | No | 0.000000 | 100.768945 | High_spent_Small_value_payments | 398.974388 | Good | 358 |
50 | Developer | 12766.425 | 3 | 4 | 13 | 3 | 1 | 18 | 10.31 | 0.0 | Standard | 1415.51 | 34.734486 | Yes | 27.972054 | 46.475438 | High_spent_Medium_value_payments | 296.239383 | Good | 374 |
46 | Journalist | 135049.840 | 3 | 5 | 11 | 0 | 13 | 3 | 8.07 | 2.0 | Good | 850.02 | 37.555785 | NM | 0.000000 | 278.608141 | High_spent_Medium_value_payments | 1087.607192 | Standard | 382 |
55 | Architect | 81583.000 | 1 | 7 | 10 | 3 | 7 | 7 | 9.68 | 3.0 | Good | 328.19 | 42.100180 | NM | 139.631035 | 108.753859 | High_spent_Large_value_payments | 660.373440 | Standard | 366 |
47 | Doctor | 18369.330 | 4 | 6 | 6 | 3 | 4 | 4 | 7.09 | 4.0 | Good | 967.91 | 32.852594 | NM | 27.555866 | 80.297523 | Low_spent_Medium_value_payments | 330.124361 | Good | 268 |
22 | Journalist | 12246.215 | 8 | 6 | 18 | 2 | 19 | 14 | 9.32 | 3.0 | Standard | 641.98 | 28.108690 | Yes | 13.783563 | 49.883518 | Low_spent_Medium_value_payments | 334.484711 | Standard | 281 |
21 | Doctor | 29180.370 | 4 | 4 | 4 | 2 | 30 | 19 | 4.14 | 2.0 | Good | 363.07 | 23.585637 | No | 43.769337 | 83.625471 | High_spent_Medium_value_payments | 363.574942 | Good | 368 |
32 | Developer | 75175.460 | 4 | 1 | 7 | 2 | 8 | 6 | 10.13 | 4.0 | Good | 170.62 | 31.796801 | No | 100.379207 | 312.894081 | Low_spent_Large_value_payments | 505.988879 | Good | 239 |
46 | Journalist | 24363.780 | 3 | 3 | 19 | 2 | 9 | 13 | 15.79 | 4.0 | Standard | 242.11 | 30.996356 | Yes | 32.817555 | 124.090357 | Low_spent_Small_value_payments | 312.323588 | Standard | 387 |
22 | Writer | 42870.090 | 5 | 4 | 12 | 4 | 18 | 23 | 14.02 | 8.0 | Standard | 840.82 | 32.579723 | Yes | 106.623007 | 68.113299 | High_spent_Small_value_payments | 463.514444 | Standard | 217 |
34 | Mechanic | 71551.180 | 8 | 3 | 8 | 4 | 13 | 9 | 18.44 | 7.0 | Standard | 697.67 | 26.590279 | Yes | 160.200037 | 0.000000 | High_spent_Medium_value_payments | 472.232348 | Standard | 220 |
44 | Writer | 34774.650 | 6 | 4 | 17 | 5 | 17 | 13 | 15.02 | 4.0 | Standard | 887.48 | 38.146546 | Yes | 78.408726 | 32.193257 | High_spent_Large_value_payments | 421.986767 | Standard | 187 |
22 | Accountant | 32507.760 | 6 | 3 | 10 | 3 | 21 | 11 | 3.81 | 4.0 | Standard | 384.04 | 25.828985 | Yes | 53.124129 | 0.000000 | Low_spent_Large_value_payments | 322.556104 | Standard | 224 |
43 | Entrepreneur | 93139.650 | 3 | 6 | 6 | 3 | 12 | 2 | 1.97 | 4.0 | Good | 1016.37 | 27.823076 | NM | 192.788422 | 0.000000 | Low_spent_Medium_value_payments | 387.462370 | Standard | 337 |
42 | Architect | 71980.260 | 4 | 3 | 13 | 4 | 17 | 20 | 1.60 | 0.0 | Standard | 909.73 | 35.090641 | No | 198.491381 | 262.940221 | Low_spent_Small_value_payments | 400.103898 | Poor | 205 |
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