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ID | Описание | Дата |
---|---|---|
cc04ff08-749f-448c-9106-dca6bb50cda1 | engineer real-time supply-chains | 1996-10-29 |
8d596fb1-cdd1-462c-8a98-e1bff66bea40 | synthesize cutting-edge convergence | 1978-06-02 |
de41fdce-f699-463f-be1e-3897b5ab9ff8 | monetize magnetic info-mediaries | 1974-09-28 |
9859c278-c2c8-4d61-a71b-d94ae7646e54 | synergize cross-media ROI | 1980-01-18 |
979cc839-c104-4a8f-97f1-b954470a2e9c | cultivate best-of-breed web services | 2009-07-31 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 | Doctor | 68742.750 | 7 | 4 | 20 | 2 | 26 | 19 | 11.04 | 8.0 | Standard | 651.38 | 26.384100 | Yes | 89.657406 | 298.428335 | Low_spent_Small_value_payments | 492.170509 | Standard | 0 |
49 | Entrepreneur | 19848.365 | 5 | 3 | 1 | 2 | 13 | 10 | 7.38 | 8.0 | Good | 1278.69 | 35.534246 | No | 23.247022 | 46.630727 | Low_spent_Large_value_payments | 390.625294 | Good | 401 |
52 | Journalist | 60781.480 | 8 | 6 | 9 | 0 | 17 | 13 | 4.14 | 0.0 | Good | 1078.74 | 36.992896 | No | 0.000000 | 141.422042 | High_spent_Medium_value_payments | 639.790292 | Good | 287 |
40 | Developer | 64734.840 | 1 | 3 | 7 | 4 | 9 | 1 | 6.80 | 4.0 | Good | 593.94 | 39.954328 | No | 126.412412 | 215.655135 | High_spent_Medium_value_payments | 463.589452 | Standard | 216 |
42 | Musician | 67426.820 | 4 | 6 | 5 | 5 | 19 | 10 | 9.88 | 7.0 | Standard | 671.39 | 31.849638 | Yes | 196.570837 | 181.563000 | High_spent_Medium_value_payments | 452.956330 | Standard | 159 |
39 | Teacher | 44512.240 | 8 | 4 | 13 | 3 | 6 | 8 | 24.80 | 4.0 | Standard | 939.29 | 26.330355 | Yes | 71.906799 | 152.596220 | High_spent_Small_value_payments | 405.632314 | Standard | 0 |
39 | Writer | 17129.910 | 5 | 1 | 5 | 3 | 11 | 7 | 9.36 | 6.0 | Good | 1307.40 | 32.247700 | No | 30.152861 | 64.316655 | Low_spent_Small_value_payments | 329.079734 | Standard | 322 |
55 | Mechanic | 85954.420 | 0 | 7 | 5 | 3 | 13 | 11 | 3.66 | 3.0 | Good | 791.46 | 37.178627 | No | 128.555233 | 715.215393 | Low_spent_Medium_value_payments | 172.916207 | Good | 367 |
34 | Architect | 86567.960 | 3 | 7 | 1 | 1 | 15 | 8 | 6.87 | 2.0 | Good | 921.87 | 37.389966 | No | 65.167172 | 484.336116 | Low_spent_Small_value_payments | 436.496379 | Standard | 295 |
33 | Teacher | 32045.780 | 6 | 9 | 30 | 7 | 10 | 10 | 17.19 | 11.0 | Standard | 1333.18 | 30.053861 | Yes | 169.770374 | 62.681178 | High_spent_Medium_value_payments | 285.296615 | Poor | 76 |
19 | Architect | 37539.840 | 0 | 5 | 12 | 0 | 8 | 9 | 2.34 | 5.0 | Good | 31.11 | 38.982107 | No | 0.000000 | 41.349530 | High_spent_Medium_value_payments | 549.082470 | Standard | 0 |
51 | Musician | 44595.180 | 3 | 3 | 10 | 1 | 9 | 7 | 5.22 | 0.0 | Good | 795.49 | 29.426240 | NM | 24.356889 | 146.445436 | High_spent_Medium_value_payments | 442.424175 | Poor | 245 |
22 | Media_Manager | 34498.620 | 5 | 6 | 1 | 0 | 17 | 4 | 9.21 | 5.0 | Good | 1238.70 | 34.886332 | No | 0.000000 | 318.067651 | Low_spent_Small_value_payments | 288.820849 | Standard | 325 |
44 | Media_Manager | 38377.920 | 4 | 5 | 5 | 0 | 14 | 9 | 10.54 | 1.0 | Good | 565.28 | 37.228910 | NM | 0.000000 | 421.824338 | Low_spent_Small_value_payments | 192.291662 | Poor | 382 |
25 | Developer | 37346.160 | 0 | 5 | 7 | 1 | 14 | 0 | 11.20 | 1.0 | Good | 1276.04 | 25.920665 | No | 18.178558 | 0.000000 | High_spent_Small_value_payments | 462.683707 | Standard | 216 |
20 | Musician | 17951.715 | 5 | 5 | 9 | 0 | 13 | 0 | 6.72 | 3.0 | Standard | 441.46 | 31.075037 | Yes | 0.000000 | 156.722878 | Low_spent_Small_value_payments | 274.374747 | Standard | 211 |
37 | Developer | 35851.390 | 6 | 4 | 5 | 2 | 14 | 15 | 9.10 | 8.0 | Standard | 926.99 | 33.873375 | No | 53.519095 | 175.358985 | Low_spent_Large_value_payments | 317.383503 | Standard | 216 |
55 | Lawyer | 36368.550 | 6 | 5 | 15 | 4 | 10 | 11 | 5.90 | 3.0 | Standard | 950.56 | 38.165024 | No | 95.433590 | 54.048029 | High_spent_Medium_value_payments | 378.789630 | Standard | 272 |
55 | Engineer | 88363.860 | 3 | 3 | 11 | 2 | 9 | 3 | 7.88 | 3.0 | Good | 1405.42 | 32.214192 | NM | 127.480528 | 160.826254 | High_spent_Medium_value_payments | 674.058718 | Good | 346 |
25 | Media_Manager | 19695.090 | 8 | 6 | 19 | 2 | 23 | 5 | 8.42 | 6.0 | Standard | 1450.60 | 24.948561 | Yes | 23.041778 | 125.185435 | Low_spent_Large_value_payments | 302.098537 | Poor | 0 |
28 | Architect | 16860.705 | 5 | 3 | 1 | 1 | 11 | 6 | 14.78 | 2.0 | Good | 1476.91 | 32.255314 | No | 12.608523 | 92.207173 | Low_spent_Small_value_payments | 302.990180 | Standard | 394 |
25 | Architect | 32613.980 | 4 | 4 | 17 | 4 | 11 | 20 | 0.70 | 4.0 | Standard | 954.65 | 27.539482 | No | 75.405412 | 34.452106 | High_spent_Large_value_payments | 399.025648 | Standard | 0 |
29 | Teacher | 100505.490 | 7 | 6 | 17 | 3 | 28 | 14 | 6.85 | 2.0 | Standard | 1309.00 | 39.211547 | No | 165.510001 | 290.041088 | High_spent_Medium_value_payments | 648.294661 | Standard | 378 |
32 | Architect | 16895.240 | 0 | 7 | 9 | 3 | 25 | 6 | 3.69 | 0.0 | Good | 1087.34 | 30.553921 | No | 29.268886 | 93.861425 | Low_spent_Small_value_payments | 317.863355 | Poor | 226 |
27 | Doctor | 10436.120 | 7 | 6 | 19 | 5 | 30 | 9 | 14.66 | 11.0 | Standard | 1335.15 | 34.846438 | Yes | 26.233847 | 49.633315 | Low_spent_Medium_value_payments | 269.800504 | Standard | 102 |
34 | Developer | 66092.250 | 4 | 3 | 16 | 4 | 28 | 0 | 8.93 | 5.0 | Standard | 1209.60 | 36.774821 | Yes | 150.010546 | 724.385864 | Low_spent_Small_value_payments | 0.000000 | Standard | 114 |
19 | Scientist | 16313.030 | 8 | 6 | 12 | 3 | 12 | 20 | 9.03 | 5.0 | Standard | 767.42 | 22.231174 | Yes | 35.971492 | 59.929274 | Low_spent_Small_value_payments | 306.441150 | Poor | 217 |
40 | Writer | 110018.940 | 4 | 2 | 9 | 0 | 5 | 0 | 9.42 | 4.0 | Good | 430.64 | 35.316748 | No | 0.000000 | 103.005602 | High_spent_Medium_value_payments | 1037.318898 | Standard | 274 |
54 | Media_Manager | 31866.940 | 3 | 2 | 8 | 0 | 12 | 6 | 2.36 | 0.0 | Good | 879.74 | 25.159938 | No | 0.000000 | 231.629126 | Low_spent_Small_value_payments | 348.428708 | Good | 348 |
55 | Mechanic | 57079.500 | 8 | 3 | 9 | 4 | 23 | 14 | 4.48 | 3.0 | Standard | 26.47 | 33.927143 | No | 125.731137 | 0.000000 | Low_spent_Large_value_payments | 178.304935 | Standard | 400 |
47 | Entrepreneur | 61369.360 | 0 | 6 | 11 | 4 | 5 | 3 | 2.68 | 0.0 | Good | 1063.89 | 31.410202 | No | 158.618357 | 257.249760 | High_spent_Small_value_payments | 363.943216 | Poor | 277 |
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