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ID | Описание | Дата |
---|---|---|
8f9abf2f-170f-47d1-8415-f71b74cc278b | optimize bricks-and-clicks channels | 1970-06-27 |
7ecc2026-3bb9-48c0-88da-54c230c8fd79 | seize bleeding-edge e-commerce | 1998-04-05 |
a37a3ee0-53af-449c-8909-88f363092fee | unleash killer mindshare | 2016-03-24 |
cae8e3bb-4a5f-438b-a6f2-d607467b4e44 | evolve extensible convergence | 1986-12-06 |
08a9d175-c201-48e8-b090-5aacebf1a359 | leverage collaborative bandwidth | 1999-09-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Manager | 37302.10 | 3 | 2 | 12 | 4 | 13 | 12 | 3.07 | 1.0 | Good | 907.73 | 31.328772 | No | 80.271752 | 130.717408 | High_spent_Medium_value_payments | 371.061673 | Good | 0 |
49 | Lawyer | 92041.02 | 3 | 7 | 7 | 0 | 2 | 8 | 11.45 | 4.0 | Good | 590.95 | 39.381882 | No | 0.000000 | 600.086547 | Low_spent_Medium_value_payments | 442.021953 | Standard | 290 |
30 | Architect | 37442.05 | 0 | 5 | 11 | 3 | 11 | 7 | 8.54 | 0.0 | Good | 1393.72 | 38.272381 | No | 60.113061 | 265.793302 | Low_spent_Large_value_payments | 252.210720 | Poor | 327 |
41 | Engineer | 72617.55 | 3 | 4 | 5 | 2 | 18 | 13 | 3.02 | 2.0 | Good | 1475.91 | 30.567781 | No | 89.405613 | 308.411641 | Low_spent_Small_value_payments | 491.828996 | Poor | 337 |
15 | Scientist | 42266.30 | 7 | 7 | 13 | 3 | 8 | 14 | 12.13 | 7.0 | Standard | 656.02 | 40.546138 | Yes | 59.262260 | 284.329450 | Low_spent_Medium_value_payments | 286.927457 | Good | 342 |
51 | Journalist | 30760.15 | 4 | 4 | 7 | 3 | 23 | 10 | 11.50 | 6.0 | Standard | 143.92 | 32.640967 | No | 41.125298 | 0.000000 | Low_spent_Small_value_payments | 168.663305 | Poor | 329 |
32 | Accountant | 34188.81 | 0 | 4 | 5 | 1 | 13 | 2 | 10.22 | 0.0 | Good | 1076.67 | 38.661191 | No | 25.178598 | 209.373032 | Low_spent_Small_value_payments | 327.355120 | Standard | 283 |
36 | Teacher | 20282.38 | 3 | 7 | 4 | 1 | 6 | 15 | 3.95 | 2.0 | Good | 1229.84 | 35.942342 | NM | 10.179394 | 34.104474 | High_spent_Medium_value_payments | 374.535966 | Good | 0 |
21 | Entrepreneur | 84408.16 | 4 | 5 | 18 | 3 | 24 | 12 | 13.29 | 4.0 | Standard | 645.83 | 35.914526 | Yes | 174.799034 | 515.113628 | Low_spent_Large_value_payments | 301.188671 | Standard | 91 |
46 | Engineer | 139383.60 | 4 | 6 | 10 | 2 | 28 | 14 | 8.14 | 5.0 | Standard | 1132.10 | 41.023588 | No | 163.129457 | 195.558872 | High_spent_Large_value_payments | 1043.141671 | Standard | 342 |
38 | Mechanic | 29310.85 | 8 | 4 | 20 | 4 | 9 | 17 | 9.30 | 4.0 | Standard | 1184.49 | 30.781644 | No | 93.771191 | 189.262085 | Low_spent_Small_value_payments | 259.223808 | Poor | 383 |
31 | Writer | 53699.70 | 8 | 5 | 13 | 0 | 20 | 11 | 6.60 | 0.0 | Standard | 1422.80 | 32.237166 | No | 0.000000 | 112.646052 | High_spent_Medium_value_payments | 575.651448 | Standard | 321 |
36 | Lawyer | 33206.26 | 0 | 3 | 7 | 1 | 1 | 11 | 5.20 | 3.0 | Good | 1027.77 | 35.753241 | NM | 17.962556 | 133.620248 | Low_spent_Medium_value_payments | 380.336029 | Standard | 316 |
21 | Accountant | 37607.28 | 3 | 6 | 17 | 3 | 16 | 14 | 21.00 | 9.0 | Standard | 1361.67 | 33.163985 | NM | 81.816906 | 170.938341 | High_spent_Small_value_payments | 291.538753 | Poor | 0 |
23 | Architect | 13231.53 | 5 | 5 | 12 | 5 | 29 | 12 | 15.46 | 8.0 | Standard | 292.40 | 31.740679 | Yes | 36.263508 | 88.196385 | High_spent_Small_value_payments | 273.502857 | Standard | 0 |
47 | Engineer | 70164.90 | 5 | 5 | 13 | 0 | 32 | 18 | 11.21 | 6.0 | Standard | 1471.30 | 34.569835 | Yes | 0.000000 | 503.882635 | Low_spent_Medium_value_payments | 373.624865 | Standard | 265 |
33 | Teacher | 18114.35 | 9 | 6 | 28 | 2 | 16 | 16 | 5.85 | 12.0 | Bad | 1289.04 | 35.277589 | NM | 16.120789 | 114.519478 | Low_spent_Medium_value_payments | 300.912650 | Standard | 120 |
37 | Manager | 30247.70 | 5 | 6 | 10 | 7 | 17 | 10 | 15.87 | 4.0 | Standard | 841.39 | 30.521701 | Yes | 90.599218 | 187.786251 | Low_spent_Small_value_payments | 244.478697 | Standard | 149 |
25 | Media_Manager | 16618.17 | 6 | 9 | 17 | 2 | 29 | 13 | 9.95 | 11.0 | Standard | 1467.27 | 29.470651 | Yes | 21.097101 | 100.129748 | Low_spent_Medium_value_payments | 321.657902 | Poor | 241 |
37 | Musician | 8137.58 | 6 | 4 | 17 | 3 | 6 | 13 | 7.70 | 5.0 | Standard | 998.45 | 33.532620 | NM | 14.302914 | 51.538567 | Low_spent_Small_value_payments | 279.571685 | Standard | 76 |
17 | Teacher | 20606.32 | 6 | 6 | 13 | 1 | 21 | 12 | 7.08 | 11.0 | Standard | 160.50 | 35.950387 | Yes | 10.097169 | 44.189806 | High_spent_Medium_value_payments | 385.432358 | Standard | 339 |
28 | Journalist | 33133.71 | 6 | 5 | 6 | 2 | 15 | 20 | 12.79 | 6.0 | Standard | 1406.81 | 34.848144 | Yes | 28.145581 | 53.771607 | High_spent_Medium_value_payments | 435.997062 | Standard | 145 |
29 | Scientist | 14638.38 | 7 | 5 | 8 | 3 | 26 | 14 | 8.40 | 7.0 | Good | 424.65 | 26.190319 | No | 27.783187 | 44.980615 | Low_spent_Medium_value_payments | 336.822699 | Good | 345 |
29 | Teacher | 65804.04 | 0 | 1 | 8 | 2 | 8 | 11 | 8.23 | 4.0 | Good | 1450.47 | 39.227352 | No | 76.328562 | 115.927278 | High_spent_Medium_value_payments | 617.711160 | Good | 247 |
23 | Scientist | 43788.75 | 3 | 7 | 10 | 1 | 2 | 6 | 4.43 | 4.0 | Good | 1427.84 | 24.000665 | No | 23.443044 | 105.108280 | High_spent_Medium_value_payments | 460.854926 | Standard | 347 |
31 | Accountant | 11889.26 | 5 | 4 | 14 | 3 | 6 | 19 | 17.00 | 2.0 | Standard | 351.01 | 37.984906 | Yes | 23.455595 | 96.331100 | Low_spent_Small_value_payments | 243.890472 | Standard | 315 |
23 | Musician | 86502.12 | 1 | 3 | 11 | 0 | 0 | 2 | 4.21 | 2.0 | Good | 1355.65 | 33.771013 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 709.594263 | Good | 285 |
52 | Engineer | 112383.56 | 4 | 6 | 4 | 0 | 5 | 1096 | 2.29 | 1.0 | Good | 1271.36 | 29.641710 | No | 0.000000 | 204.633687 | High_spent_Large_value_payments | 989.595980 | Standard | 260 |
50 | Media_Manager | 60663.00 | 3 | 3 | 20 | 1 | 18 | 20 | 6.15 | 2.0 | Standard | 846.68 | 36.218688 | Yes | 44.522364 | 137.387206 | High_spent_Medium_value_payments | 549.215429 | Standard | 324 |
30 | Mechanic | 113048.46 | 5 | 3 | 9 | 2 | 14 | 6 | 11.75 | 6.0 | Good | 630.37 | 29.474156 | No | 126.318662 | 289.377806 | High_spent_Medium_value_payments | 795.574032 | Good | 282 |
32 | Developer | 74557.58 | 2 | 5 | 1 | 0 | 2 | 10 | 13.32 | 0.0 | Good | 206.26 | 39.214270 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 676.963592 | Standard | 363 |
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