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ID | Описание | Дата |
---|---|---|
994c001c-728a-4bb0-abb4-8a2ef7356097 | re-intermediate one-to-one systems | 1981-05-21 |
aa323c66-0c3f-4113-89d7-996d40fb4659 | enhance intuitive applications | 2021-11-09 |
530e2f3c-c16a-4840-b2fa-1eb6d46ef00d | deploy holistic niches | 1989-08-07 |
d9f89d9b-5460-48b2-897d-dba5fbbc41d3 | revolutionize web-enabled functionalities | 2011-11-08 |
64351b9f-32e8-4ed5-9a18-08f4d57ce460 | transform front-end content | 2013-11-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Accountant | 86522.720 | 8 | 5 | 13 | 1 | 14 | 9 | 15.51 | 8.0 | Standard | 455.22 | 29.337490 | Yes | 45.264681 | 139.836801 | High_spent_Medium_value_payments | 774.721184 | Standard | 333 |
44 | Musician | 76391.480 | 1 | 4 | 10 | 2 | 27 | 0 | 0.77 | 4.0 | Good | 614.83 | 35.447980 | No | 75.810241 | 553.510048 | Low_spent_Medium_value_payments | 310.375378 | Poor | 295 |
25 | Writer | 23613.430 | 6 | 7 | 6 | 3 | 12 | 14 | 9.35 | 3.0 | Standard | 428.67 | 39.560745 | Yes | 46.738307 | 185.192848 | Low_spent_Medium_value_payments | 268.347429 | Poor | 328 |
43 | Entrepreneur | 21637.515 | 3 | 5 | 9 | 0 | 5 | 0 | 3.15 | 3.0 | Good | 999.48 | 36.188099 | NM | 0.000000 | 75.618788 | Low_spent_Medium_value_payments | 358.593837 | Good | 382 |
31 | Mechanic | 16490.800 | 1 | 3 | 5 | 2 | 6 | 10 | 1.50 | 3.0 | Good | 1015.00 | 29.590866 | No | 17.109480 | 144.890435 | Low_spent_Small_value_payments | 285.423418 | Good | 256 |
44 | Journalist | 36823.240 | 6 | 7 | 17 | 4 | 22 | 22 | 14.20 | 4.0 | Standard | 772.35 | 26.733809 | Yes | 109.074896 | 216.405992 | Low_spent_Small_value_payments | 262.279445 | Standard | 0 |
26 | Media_Manager | 81462.180 | 6 | 7 | 19 | 4 | 14 | 13 | 9.66 | 8.0 | Standard | 1200.63 | 36.520028 | Yes | 165.818860 | 243.145505 | Low_spent_Medium_value_payments | 575.887135 | Standard | 375 |
55 | Media_Manager | 108488.610 | 4 | 3 | 14 | 0 | 6 | 15 | 4.99 | 4.0 | Standard | 1366.18 | 38.637417 | Yes | 0.000000 | 916.452173 | Low_spent_Small_value_payments | 250.919577 | Good | 313 |
55 | Entrepreneur | 21818.285 | 2 | 2 | 12 | 2 | 1 | 6 | 7.53 | 3.0 | Good | 818.31 | 37.718716 | No | 30.133133 | 126.791979 | Low_spent_Medium_value_payments | 310.493930 | Standard | 300 |
55 | Writer | 17525.870 | 6 | 3 | 19 | 2 | 6 | 11 | 17.76 | 4.0 | Standard | 903.74 | 40.597908 | Yes | 22.973051 | 140.577126 | Low_spent_Small_value_payments | 252.598740 | Poor | 368 |
40 | Journalist | 39294.300 | 9 | 10 | 30 | 3 | 47 | 20 | 0.14 | 11.0 | Bad | 1292.73 | 28.132378 | Yes | 60.744393 | 54.124300 | High_spent_Medium_value_payments | 464.383807 | Poor | 165 |
34 | Accountant | 77463.990 | 7 | 6 | 15 | 2 | 26 | 18 | 2.42 | 4.0 | Standard | 451.63 | 28.053569 | No | 80.877230 | 548.263736 | Low_spent_Small_value_payments | 299.692284 | Standard | 205 |
28 | Writer | 16439.240 | 8 | 5 | 6 | 2 | 11 | 12 | 11.21 | 6.0 | Standard | 699.36 | 30.036557 | Yes | 25.146608 | 101.067808 | Low_spent_Large_value_payments | 287.179251 | Standard | 89 |
17 | Journalist | 14187.130 | 3 | 4 | 22 | 3 | 25 | 20 | 18.35 | 10.0 | Standard | 1481.83 | 29.554304 | NM | 64.541020 | 94.502612 | Low_spent_Medium_value_payments | 292.800905 | Poor | 137 |
45 | Doctor | 80815.400 | 8 | 3 | 9 | 0 | 33 | 14 | 6.37 | 2.0 | Standard | 575.33 | 30.470449 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 686.396936 | Standard | 394 |
44 | Lawyer | 42311.160 | 4 | 5 | 11 | 1 | 15 | 0 | 6.84 | 3.0 | Standard | 438.23 | 39.001495 | No | 24.883032 | 206.684612 | High_spent_Small_value_payments | 404.425356 | Standard | 340 |
24 | Architect | 68911.260 | 8 | 6 | 20 | 2 | 18 | 10 | 10.50 | 6.0 | Standard | 174.74 | 33.338379 | Yes | 81.890725 | 493.267333 | Low_spent_Small_value_payments | 302.002443 | Standard | 226 |
23 | Writer | 57829.740 | 4 | 3 | 12 | 2 | 8 | 13 | 14.77 | 7.0 | Standard | 170.06 | 34.525650 | Yes | 88.885110 | 0.000000 | High_spent_Small_value_payments | 549.476090 | Standard | 332 |
40 | Teacher | 26523.720 | 5 | 3 | 6 | 5 | 19 | 17 | 11.68 | 6.0 | Standard | 368.29 | 28.180230 | Yes | 63.984695 | 27.075075 | High_spent_Large_value_payments | 340.471230 | Standard | 216 |
40 | Scientist | 18770.300 | 1 | 1 | 5 | 3 | 12 | 1 | 15.32 | 0.0 | Good | 594.50 | 30.958440 | No | 34.849055 | 166.196521 | Low_spent_Small_value_payments | 240.373590 | Good | 341 |
40 | Media_Manager | 15005.310 | 4 | 4 | 20 | 7 | 16 | 13 | 17.98 | 9.0 | Standard | 1101.54 | 33.157173 | Yes | 66.836557 | 103.007554 | Low_spent_Small_value_payments | 253.600139 | Poor | 132 |
39 | Musician | 8057.430 | 4 | 9 | 17 | 6 | 27 | 13 | 13.12 | 11.0 | Standard | 1452.74 | 34.357657 | Yes | 37.002055 | 54.142290 | Low_spent_Small_value_payments | 255.000905 | Poor | 232 |
25 | Writer | 54667.100 | 6 | 5 | 13 | 4 | 10 | 9 | 19.01 | 3.0 | Standard | 401.07 | 32.966747 | Yes | 129.177121 | 101.859075 | High_spent_Medium_value_payments | 499.422970 | Standard | 275 |
30 | Developer | 42032.760 | 0 | 4 | 6 | 1 | 25 | 7 | 0.00 | 7.0 | Good | 626.72 | 41.308242 | No | 22.455995 | 238.935777 | Low_spent_Large_value_payments | 365.581228 | Poor | 278 |
21 | Writer | 9760.495 | 7 | 6 | 29 | 6 | 16 | 25 | 6.02 | 11.0 | Bad | 1291.36 | 36.453486 | Yes | 47.852426 | 30.194867 | High_spent_Medium_value_payments | 283.090165 | Standard | 87 |
40 | Manager | 106789.360 | 3 | 3 | 20 | 3 | 24 | 19 | 11.32 | 2.0 | Standard | 155.69 | 31.051448 | No | 137.828348 | 540.762122 | High_spent_Small_value_payments | 448.720863 | Standard | 226 |
56 | Mechanic | 70114.380 | 0 | 4 | 12 | 3 | 1 | 0 | 9.90 | 2.0 | Good | 918.89 | 26.097443 | No | 131.472173 | 90.935299 | High_spent_Medium_value_payments | 595.579029 | Standard | 296 |
30 | Teacher | 19936.400 | 4 | 6 | 6 | 0 | 8 | 19 | 2.62 | 5.0 | Standard | 1342.68 | 26.264837 | No | 0.000000 | 91.736977 | High_spent_Small_value_payments | 308.699690 | Standard | 391 |
33 | Media_Manager | 19807.545 | 0 | 3 | 10 | 3 | 6 | 8 | 8.94 | 0.0 | Good | 1286.59 | 26.299637 | No | 38.296183 | 59.199700 | High_spent_Small_value_payments | 356.766993 | Standard | 0 |
23 | Journalist | 121029.600 | 2 | 4 | 12 | 2 | 13 | 3 | 7.18 | 2.0 | Good | 1278.56 | 34.582762 | No | 169.130485 | 395.467105 | Low_spent_Small_value_payments | 713.282410 | Standard | 254 |
44 | Manager | 109182.720 | 1 | 4 | 1 | 1 | 7 | 5 | 2.03 | 2.0 | Good | 623.35 | 31.775466 | No | 46.424707 | 319.491290 | Low_spent_Medium_value_payments | 819.640003 | Standard | 378 |
50 | Accountant | 81385.180 | 1 | 7 | 5 | 1 | 2 | 2 | 4.59 | 2.0 | Good | 394.42 | 36.724991 | No | 53.305019 | 0.000000 | High_spent_Small_value_payments | 658.639010 | Standard | 354 |
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