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ID | Описание | Дата |
---|---|---|
50df8f79-511e-45af-8701-a2baa6e48ca8 | scale enterprise functionalities | 2013-06-05 |
9710b473-4a19-4b3f-9f39-ce3c52394a71 | incubate bricks-and-clicks metrics | 1993-09-19 |
700b104d-708d-4016-a6a5-8083127b3763 | expedite world-class content | 1980-09-21 |
24ba2341-ae69-48af-9ec4-bf163e899345 | productize dot-com architectures | 2017-02-21 |
8ad94ed0-7332-4f07-9ffc-3b4616397b68 | e-enable interactive experiences | 1987-05-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14 | Musician | 35133.490 | 4 | 4 | 8 | 3 | 16 | 12 | 7.29 | 4.0 | Standard | 586.60 | 36.060318 | Yes | 45.892911 | 101.136584 | Low_spent_Large_value_payments | 411.349589 | Standard | 341 |
54 | Writer | 61669.470 | 3 | 6 | 13 | 0 | 23 | 20 | 6.94 | 3.0 | Standard | 1083.29 | 38.441117 | No | 0.000000 | 265.350076 | Low_spent_Small_value_payments | 543.662174 | Standard | 390 |
41 | Lawyer | 79367.940 | 3 | 4 | 9 | 0 | 4 | 12 | 17.33 | 4.0 | Standard | 1137.41 | 42.745141 | Yes | 0.000000 | 180.734753 | Low_spent_Medium_value_payments | 752.864747 | Standard | 275 |
20 | Engineer | 9592.415 | 3 | 4 | 9 | 3 | 27 | 19 | 1.96 | 4.0 | Good | 754.55 | 24.523930 | No | 12.375677 | 40.663019 | Low_spent_Small_value_payments | 287.198096 | Poor | 0 |
44 | Architect | 32632.160 | 6 | 9 | 25 | 2 | 39 | 24 | 7.68 | 7.0 | Bad | 1309.09 | 26.383433 | Yes | 35.191645 | 70.524618 | High_spent_Small_value_payments | 433.218404 | Poor | 184 |
43 | Lawyer | 75050.370 | 7 | 7 | 11 | 4 | 8 | 15 | 6.58 | 9.0 | Standard | 509.49 | 26.551834 | Yes | 179.896879 | 155.402353 | High_spent_Large_value_payments | 525.220518 | Standard | 207 |
20 | Journalist | 81793.560 | 6 | 7 | 19 | 3 | 9 | 17 | 4.47 | 2.0 | Standard | 1208.29 | 28.054522 | Yes | 124.459116 | 415.592337 | Low_spent_Large_value_payments | 406.861547 | Standard | 353 |
29 | Doctor | 89190.570 | 3 | 4 | 19 | 3 | 21 | 13 | 2.18 | 0.0 | Standard | 1427.36 | 25.808201 | Yes | 165.483904 | 361.866885 | Low_spent_Medium_value_payments | 466.203962 | Standard | 315 |
22 | Scientist | 7156.425 | 10 | 6 | 31 | 5 | 53 | 15 | 6.27 | 6.0 | Bad | 1415.97 | 32.915284 | NM | 18.881578 | 0.000000 | High_spent_Large_value_payments | 259.309789 | Poor | 138 |
38 | Journalist | 68392.180 | 0 | 5 | 12 | 3 | 15 | 8 | 10.78 | 3.0 | Good | 719.20 | 28.707189 | No | 108.401850 | 76.523794 | High_spent_Medium_value_payments | 627.309189 | Good | 329 |
44 | Doctor | 81066.720 | 8 | 3 | 18 | 3 | 9 | 17 | 2.14 | 6.0 | Standard | 721.45 | 27.548474 | Yes | 170.829327 | 48.401380 | High_spent_Large_value_payments | 684.725293 | Good | 355 |
33 | Developer | 11550.325 | 5 | 7 | 15 | 2 | 22 | 16 | 1.46 | 2.0 | Standard | 689.44 | 35.214530 | No | 10.290885 | 0.000000 | Low_spent_Small_value_payments | 276.074993 | Good | 214 |
39 | Manager | 20062.860 | 7 | 7 | 17 | 1 | 16 | 13 | 8.68 | 0.0 | Standard | 769.51 | 35.222329 | Yes | 8.561281 | 73.593268 | High_spent_Small_value_payments | 321.235951 | Standard | 199 |
29 | Architect | 75402.520 | 2 | 4 | 3 | 3 | 0 | 5 | 4.46 | 2.0 | Good | 725.97 | 31.448616 | NM | 177.208905 | 0.000000 | High_spent_Large_value_payments | 611.993071 | Good | 333 |
50 | Writer | 39398.740 | 2 | 3 | 9 | 3 | 11 | 2 | 6.38 | 6.0 | Good | 62.37 | 34.237802 | No | 82.984233 | 125.872776 | High_spent_Medium_value_payments | 341.365825 | Standard | 298 |
56 | Journalist | 31226.770 | 5 | 7 | 11 | 0 | 15 | 2 | 0.97 | 3.0 | Good | 1426.06 | 24.688203 | No | 0.000000 | 141.759096 | Low_spent_Medium_value_payments | 426.063987 | Poor | 258 |
51 | Manager | 31848.720 | 5 | 3 | 9 | 3 | 7 | 4 | 9.25 | 2.0 | Good | 619.73 | 34.514416 | No | 74.324207 | 267.752887 | Low_spent_Small_value_payments | 206.728906 | Good | 312 |
56 | Lawyer | 17199.795 | 8 | 6 | 20 | 4 | 30 | 6 | 17.28 | 5.0 | Standard | 1285.78 | 35.869883 | NM | 35.003769 | 88.077795 | Low_spent_Small_value_payments | 315.850061 | Standard | 188 |
29 | Media_Manager | 33312.690 | 3 | 6 | 5 | 0 | 29 | 14 | 8.23 | 4.0 | Standard | 499.74 | 27.358394 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 249.276056 | Standard | 0 |
24 | Accountant | 69905.360 | 6 | 5 | 14 | 3 | 21 | 19 | 4.59 | 1.0 | Standard | 1216.15 | 41.198781 | No | 160.901574 | 133.664573 | High_spent_Large_value_payments | 554.478520 | Standard | 248 |
28 | Lawyer | 52639.650 | 3 | 6 | 9 | 4 | 22 | 6 | 9.00 | 6.0 | Standard | 1477.09 | 39.481406 | Yes | 109.953471 | 0.000000 | High_spent_Large_value_payments | 539.773097 | Poor | 128 |
41 | Writer | 24326.280 | 4 | 6 | 7 | 2 | 14 | 10 | 4.46 | 4.0 | Good | 88.72 | 38.931890 | No | 29.014519 | 206.347109 | Low_spent_Small_value_payments | 268.357372 | Good | 0 |
19 | Developer | 69348.700 | 8 | 7 | 11 | 0 | 19 | 10 | 3.53 | 1.0 | Standard | 973.83 | 29.458257 | No | 0.000000 | 105.171904 | High_spent_Small_value_payments | 706.033929 | Standard | 366 |
53 | Scientist | 29536.930 | 4 | 7 | 7 | 2 | 21 | 18 | 10.92 | 3.0 | Standard | 607.50 | 33.444875 | NM | 38.737264 | 69.262136 | High_spent_Small_value_payments | 384.941683 | Standard | 257 |
55 | Architect | 14230.995 | 3 | 3 | 10 | 4 | 15 | 11 | 7.64 | 0.0 | Good | 626.64 | 31.462622 | No | 44.913080 | 185.566694 | Low_spent_Small_value_payments | 197.711851 | Standard | 396 |
42 | Accountant | 31700.120 | 5 | 5 | 12 | 3 | 11 | 7 | 11.02 | 3.0 | Good | 1302.53 | 35.798973 | NM | 45.663686 | 126.500266 | Low_spent_Small_value_payments | 381.403714 | Poor | 392 |
19 | Architect | 88602.000 | 6 | 4 | 15 | 2 | 14 | 12 | 6.43 | 4.0 | Standard | 74.12 | 23.850885 | No | 94.560809 | 930.084411 | Low_spent_Small_value_payments | 0.000000 | Standard | 0 |
51 | Lawyer | 41911.840 | 3 | 5 | 13 | 1 | 15 | 15 | 4.64 | 3.0 | Standard | 332.23 | 38.277673 | No | 29.348846 | 54.564283 | High_spent_Medium_value_payments | 498.252205 | Standard | 219 |
53 | Doctor | 98495.800 | 5 | 5 | 14 | 1 | 7 | 8 | 7.73 | 3.0 | Standard | 1362.58 | 28.571585 | Yes | 60.763268 | 415.089282 | Low_spent_Medium_value_payments | 617.545784 | Standard | 371 |
48 | Writer | 70481.190 | 8 | 5 | 16 | 0 | 26 | 10 | 9.75 | 4.0 | Standard | 1087.10 | 33.586724 | Yes | 0.000000 | 108.285784 | High_spent_Large_value_payments | 690.157466 | Standard | 308 |
27 | Entrepreneur | 95031.840 | 3 | 7 | 17 | 4 | 3 | 10 | 11.00 | 3.0 | Standard | 573.91 | 35.304607 | Yes | 167.459988 | 360.534586 | Low_spent_Large_value_payments | 535.837426 | Standard | 247 |
35 | Accountant | 17818.600 | 4 | 6 | 14 | 1 | 25 | 15 | 10.91 | 3.0 | Standard | 301.52 | 40.354265 | No | 11.581102 | 80.635720 | Low_spent_Small_value_payments | 363.771511 | Standard | 220 |
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