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ID | Описание | Дата |
---|---|---|
5ef33034-c797-4e89-98c9-6ea173357bf7 | generate scalable vortals | 2003-10-10 |
14da2c76-04f7-42ea-b03f-5a17d2887a13 | unleash next-generation systems | 1980-09-22 |
264f7a39-03e7-4bcb-98ed-e6c364b88974 | synergize B2B e-business | 1985-10-16 |
2ec0ed0d-74e6-4f01-b6b1-fe20fe07a511 | embrace bricks-and-clicks experiences | 1993-06-06 |
98c1b273-1d22-4440-83d2-faf8804be4da | mesh enterprise eyeballs | 2002-04-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24 | Scientist | 66502.760 | 0 | 6 | 1 | 2 | 29 | 11 | 7.06 | 2.0 | Good | 276.91 | 39.808270 | No | 80.100174 | 136.593003 | High_spent_Small_value_payments | 581.296490 | Poor | 230 |
41 | Accountant | 14535.105 | 1 | 7 | 3 | 2 | 18 | 3539 | 6.63 | 2.0 | Good | 70.66 | 29.533131 | No | 15.775027 | 166.498902 | Low_spent_Small_value_payments | 242.251946 | Good | 308 |
27 | Developer | 25795.970 | 3 | 5 | 10 | 2 | 13 | 15 | 11.66 | 1.0 | Standard | 642.22 | 30.581488 | Yes | 35.927619 | 38.266880 | High_spent_Small_value_payments | 379.071917 | Standard | 292 |
36 | Media_Manager | 82999.640 | 5 | 7 | 8 | 2 | 13 | 7 | 6.53 | 2.0 | Good | 1495.36 | 37.682670 | No | 104.577236 | 179.379389 | High_spent_Large_value_payments | 671.707042 | Standard | 0 |
18 | Writer | 60183.140 | 3 | 6 | 12 | 7 | 10 | 12 | 12.52 | 6.0 | Standard | 1167.08 | 24.212746 | Yes | 195.856407 | 370.558691 | Low_spent_Small_value_payments | 216.911070 | Standard | 204 |
56 | Entrepreneur | 103620.540 | 5 | 3 | 6 | 2 | 25 | 0 | 7.33 | 3.0 | Standard | 100.85 | 27.946901 | No | 103.227735 | 0.000000 | Low_spent_Small_value_payments | 384.494713 | Standard | 256 |
32 | Doctor | 22751.590 | 7 | 5 | 12 | 4 | 13 | 15 | 4.75 | 1.0 | Standard | 1429.63 | 34.277084 | NM | 38.350282 | 66.207998 | High_spent_Medium_value_payments | 321.438303 | Standard | 246 |
44 | Manager | 42468.060 | 0 | 7 | 11 | 2 | 12 | 0 | 3.01 | 1.0 | Good | 1210.62 | 32.250408 | No | 41.944946 | 283.822303 | Low_spent_Large_value_payments | 279.733250 | Poor | 394 |
33 | Scientist | 43287.850 | 4 | 4 | 5 | 1 | 3 | 2 | 0.13 | 2.0 | Good | 1370.94 | 25.822927 | No | 33.861273 | 158.974458 | High_spent_Small_value_payments | 444.096353 | Good | 239 |
42 | Writer | 25740.180 | 5 | 6 | 1 | 1 | 19 | 0 | 2.77 | 2.0 | Standard | 1273.88 | 24.470085 | No | 19.466043 | 80.620208 | Low_spent_Small_value_payments | 409.615248 | Standard | 261 |
35 | Doctor | 71282.140 | 2 | 4 | 11 | 1 | 8 | 0 | 5.98 | 2.0 | Good | 1440.78 | 30.650204 | No | 37.788867 | 142.164451 | High_spent_Large_value_payments | 640.764515 | Good | 391 |
52 | Manager | 33768.990 | 5 | 4 | 5 | 0 | 2 | 2 | 10.06 | 2.0 | Good | 209.22 | 36.378168 | No | 0.000000 | 70.367016 | High_spent_Large_value_payments | 460.041234 | Standard | 200 |
30 | Scientist | 39141.080 | 5 | 3 | 3 | 3 | 7 | 5 | 8.99 | 4.0 | Good | 1226.61 | 33.723438 | NM | 58.382492 | 105.907136 | Low_spent_Medium_value_payments | 429.186039 | Good | 363 |
43 | Journalist | 17728.550 | 3 | 6 | 12 | 7 | 23 | 14 | 15.91 | 6.0 | Standard | 1493.28 | 31.805249 | Yes | 63.722011 | 118.584534 | Low_spent_Small_value_payments | 264.231372 | Standard | 90 |
21 | Scientist | 20734.200 | 5 | 6 | 2 | 3 | 7 | 0 | 5.23 | 3.0 | Good | 139.77 | 38.965925 | No | 32.921472 | 82.658224 | Low_spent_Large_value_payments | 351.505304 | Good | 318 |
49 | Engineer | 31653.010 | 3 | 7 | 9 | 2 | 5 | 3 | 9.20 | 6.0 | Good | 1250.90 | 39.909716 | NM | 27.111029 | 87.451759 | High_spent_Medium_value_payments | 383.312295 | Standard | 291 |
20 | Mechanic | 75506.420 | 1 | 4 | 5 | 1 | 1 | 5 | 3.44 | 7.0 | Good | 1069.19 | 37.206330 | NM | 60.903643 | 400.664665 | Low_spent_Medium_value_payments | 423.451859 | Poor | 279 |
56 | Journalist | 79710.090 | 3 | 4 | 16 | 3 | 21 | 12 | 8.85 | 4.0 | Standard | 109.97 | 27.231241 | No | 165.054542 | 72.010211 | High_spent_Large_value_payments | 640.485997 | Standard | 397 |
32 | Entrepreneur | 22188.450 | 1 | 5 | 3 | 1 | 24 | 0 | 3.87 | 7.0 | Good | 1352.38 | 26.169277 | NM | 10.011418 | 82.110066 | High_spent_Small_value_payments | 368.482267 | Poor | 0 |
23 | Architect | 108142.140 | 1 | 2 | 1 | 1 | 14 | 8 | 7.55 | 3.0 | Good | 261.59 | 28.955697 | No | 48.514758 | 0.000000 | High_spent_Large_value_payments | 881.616635 | Standard | 0 |
18 | Developer | 73047.960 | 5 | 7 | 15 | 3 | 16 | 16 | 10.86 | 8.0 | Standard | 1372.24 | 31.106764 | Yes | 117.506276 | 180.917650 | High_spent_Small_value_payments | 586.909074 | Poor | 222 |
41 | Scientist | 99573.120 | 5 | 4 | 13 | 3 | 15 | 14 | 8.94 | 0.0 | Standard | 327.22 | 23.946682 | No | 196.216031 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 312 |
54 | Writer | 17329.075 | 0 | 4 | 5 | 3 | 1 | 8 | 9.20 | 4.0 | Good | 126.19 | 28.099258 | No | 24.096394 | 120.206073 | Low_spent_Small_value_payments | 262.406491 | Standard | 0 |
30 | Lawyer | 176956.600 | 3 | 5 | 4 | 1 | 2 | 10 | 9.77 | 0.0 | Good | 116.94 | 35.341918 | No | 82.561966 | 214.828752 | High_spent_Medium_value_payments | 1440.647616 | Good | 364 |
55 | Developer | 77019.080 | 3 | 6 | 10 | 3 | 3 | 3 | 11.42 | 0.0 | Good | 1316.96 | 35.921517 | No | 168.609585 | 0.000000 | High_spent_Large_value_payments | 620.440584 | Poor | 314 |
38 | Journalist | 14850.160 | 7 | 3 | 5 | 4 | 22 | 14 | 9.51 | 7.0 | Standard | 543.37 | 38.696638 | Yes | 34.179094 | 36.966227 | High_spent_Medium_value_payments | 276.506013 | Good | 77 |
54 | Entrepreneur | 38933.580 | 4 | 7 | 9 | 3 | 15 | 11 | 4.84 | 3.0 | Good | 149.00 | 24.237167 | No | 78.409851 | 136.533443 | Low_spent_Large_value_payments | 398.303206 | Standard | 380 |
30 | Writer | 29101.850 | 6 | 3 | 5 | 0 | 25 | 9 | 4.77 | 4.0 | Standard | 1465.87 | 26.840631 | No | 0.000000 | 243.133950 | Low_spent_Small_value_payments | 295.381467 | Standard | 282 |
43 | Media_Manager | 44744.000 | 3 | 3 | 10 | 0 | 5 | 11 | 11.39 | 1.0 | Good | 761.54 | 25.821666 | No | 0.000000 | 110.285312 | High_spent_Medium_value_payments | 485.481354 | Standard | 267 |
41 | Scientist | 52847.320 | 6 | 7 | 13 | 2 | 22 | 11 | 8.09 | 2.0 | Standard | 517.77 | 39.002291 | No | 57.657773 | 165.372173 | High_spent_Small_value_payments | 497.764388 | Standard | 260 |
19 | Entrepreneur | 13251.570 | 7 | 7 | 6 | 2 | 29 | 17 | 11.30 | 2.0 | Standard | 298.58 | 40.611615 | No | 12.553891 | 151.266016 | Low_spent_Small_value_payments | 248.209843 | Standard | 353 |
38 | Journalist | 32812.590 | 6 | 6 | 5 | 3 | 5 | 14 | 4.82 | 3.0 | Standard | 437.84 | 23.822331 | No | 54.637566 | 257.365438 | Low_spent_Small_value_payments | 256.235247 | Standard | 0 |
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