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ID | Описание | Дата |
---|---|---|
3ff742a5-3576-450b-847e-a09894c4d76a | re-intermediate visionary niches | 1977-12-19 |
82b8c3c8-0117-4ccc-bd10-1a3234a7b88a | revolutionize B2B info-mediaries | 2022-11-07 |
fc68acdc-8b72-45fe-aeea-7ab624a01a6e | embrace best-of-breed interfaces | 2024-07-12 |
287cc430-5bcd-48ef-8586-41d06474cf3c | revolutionize customized experiences | 1988-07-05 |
ac6e29e7-3925-4e0b-8ccc-d9564d94c16b | facilitate clicks-and-mortar architectures | 1989-05-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Mechanic | 63197.260 | 6 | 3 | 13 | 3 | 15 | 15 | 13.43 | 8.0 | Standard | 1435.94 | 23.492293 | Yes | 148.474543 | 599.856003 | Low_spent_Small_value_payments | 45.913287 | Standard | 0 |
43 | Developer | 44080.040 | 5 | 5 | 10 | 3 | 17 | 5 | 10.70 | 5.0 | Good | 443.01 | 40.667214 | No | 193.578468 | 190.124612 | Low_spent_Small_value_payments | 366.968483 | Poor | 243 |
25 | Lawyer | 92428.830 | 5 | 6 | 17 | 0 | 14 | 20 | 11.16 | 5.0 | Standard | 1396.62 | 40.041338 | Yes | 0.000000 | 253.426233 | High_spent_Medium_value_payments | 776.514017 | Standard | 0 |
44 | Accountant | 19795.890 | 3 | 3 | 12 | 1 | 24 | 14 | 14.71 | 2.0 | Standard | 582.75 | 26.655301 | Yes | 159.609395 | 68.158020 | Low_spent_Small_value_payments | 346.967647 | Standard | 322 |
40 | Accountant | 21384.940 | 4 | 4 | 15 | 2 | 20 | 12 | 14.37 | 5.0 | Standard | 691.53 | 38.642359 | Yes | 22.095625 | 51.220496 | High_spent_Medium_value_payments | 341.291712 | Standard | 0 |
18 | Architect | 31916.170 | 4 | 3 | 20 | 4 | 13 | 19 | 2.73 | 0.0 | Standard | 90.18 | 27.585925 | Yes | 97.662755 | 236.370305 | Low_spent_Small_value_payments | 247.935023 | Standard | 200 |
21 | Media_Manager | 97414.800 | 8 | 3 | 12 | 2 | 12 | 9 | 10.20 | 3.0 | Standard | 496.40 | 38.276546 | NM | 84.637051 | 95.700673 | High_spent_Large_value_payments | 873.152276 | Standard | 237 |
45 | Entrepreneur | 55281.020 | 3 | 5 | 10 | 4 | 5 | 15 | 17.18 | 7.0 | Standard | 522.67 | 35.138644 | Yes | 99.258963 | 248.175174 | Low_spent_Medium_value_payments | 403.941030 | Standard | 120 |
35 | Developer | 89417.160 | 7 | 4 | 19 | 0 | 20 | 12 | 14.97 | 4.0 | Standard | 330.68 | 30.558284 | Yes | 0.000000 | 569.268449 | Low_spent_Large_value_payments | 417.774551 | Good | 306 |
23 | Journalist | 9608.030 | 7 | 4 | 10 | 6 | 7 | 11 | 10.44 | 5.0 | Standard | 1494.17 | 34.458974 | Yes | 25.467999 | 68.848398 | Low_spent_Small_value_payments | 269.250520 | Standard | 162 |
30 | Mechanic | 77561.640 | 7 | 4 | 16 | 4 | 24 | 15 | 10.36 | 2.0 | Standard | 680.25 | 29.813586 | No | 141.764826 | 356.477725 | Low_spent_Small_value_payments | 452.204449 | Standard | 211 |
32 | Lawyer | 35104.320 | 3 | 5 | 10 | 4 | 29 | 4 | 7.85 | 2.0 | Good | 1166.23 | 28.159896 | No | 75.224655 | 30.879179 | High_spent_Large_value_payments | 410.832166 | Poor | 284 |
40 | Writer | 105950.760 | 6 | 5 | 12 | 1 | 21 | 16 | 10.18 | 3.0 | Standard | 746.19 | 31.630508 | No | 46.544721 | 193.175105 | High_spent_Medium_value_payments | 900.803173 | Standard | 359 |
53 | Journalist | 93163.520 | 5 | 5 | 9 | 3 | 9 | 0 | 6.51 | 1.0 | Standard | 13.57 | 27.614911 | No | 149.072765 | 458.984472 | High_spent_Small_value_payments | 434.805430 | Good | 314 |
23 | Entrepreneur | 33494.580 | 8 | 5 | 12 | 3 | 7 | 16 | 13.80 | 6.0 | Standard | 1257.38 | 36.676146 | Yes | 70.035459 | 228.435892 | Low_spent_Medium_value_payments | 256.950148 | Standard | 98 |
43 | Entrepreneur | 17286.510 | 3 | 3 | 17 | 1 | 9 | 17 | 9.71 | 3.0 | Standard | 757.38 | 38.164627 | No | 12.241120 | 85.060772 | High_spent_Small_value_payments | 293.552358 | Standard | 291 |
38 | Media_Manager | 28061.520 | 5 | 1 | 5 | 4 | 3 | 10 | 9.31 | 4.0 | Good | 1020.77 | 29.599129 | No | 49.432340 | 48.585502 | High_spent_Large_value_payments | 354.828159 | Standard | 248 |
22 | Engineer | 88556.580 | 6 | 3 | 12 | 1 | 11 | 19 | 5.16 | 3.0 | Standard | 968.19 | 34.289569 | NM | 61.138069 | 263.970505 | Low_spent_Medium_value_payments | 701.362925 | Standard | 352 |
32 | Doctor | 89154.270 | 3 | 4 | 17 | 2 | 9 | 11 | 12.58 | 8.0 | Standard | 102.66 | 32.118894 | Yes | 146.096737 | 123.147538 | High_spent_Medium_value_payments | 703.107975 | Standard | 266 |
28 | Manager | 8446.240 | 8 | 5 | 16 | 3 | 23 | 17 | 4.46 | 9.0 | Bad | 1425.23 | 37.185369 | Yes | 18.585045 | 26.964026 | High_spent_Small_value_payments | 311.536262 | Standard | 225 |
35 | Journalist | 19975.130 | 8 | 6 | 18 | 4 | 10 | 15 | 5.09 | 4.0 | Standard | 643.23 | 36.508237 | No | 36.278770 | 40.926542 | High_spent_Medium_value_payments | 319.454104 | Standard | 193 |
41 | Engineer | 23621.480 | 5 | 4 | 18 | 0 | 9 | 16 | 17.96 | 2.0 | Standard | 1451.24 | 30.463203 | Yes | 0.000000 | 80.649094 | Low_spent_Medium_value_payments | 415.196572 | Standard | 206 |
31 | Writer | 95389.710 | 6 | 7 | 16 | 1 | 21 | 5 | 11.92 | 1.0 | Standard | 544.02 | 39.811571 | Yes | 42.202249 | 173.570680 | High_spent_Large_value_payments | 790.041321 | Standard | 355 |
23 | Writer | 10456.235 | 4 | 8 | 25 | 2 | 23 | 12 | 16.40 | 11.0 | Standard | 1498.73 | 30.481704 | NM | 9.822822 | 74.335901 | Low_spent_Large_value_payments | 294.876569 | Poor | 121 |
42 | Entrepreneur | 18170.075 | 3 | 2 | 5 | 3 | 3 | 8 | 2.16 | 4.0 | Good | 836.95 | 32.963447 | NM | 43.728462 | 0.000000 | Low_spent_Small_value_payments | 225.911544 | Good | 0 |
33 | Teacher | 21803.940 | 5 | 6 | 20 | 4 | 30 | 15 | 4.21 | 2.0 | Standard | 29.16 | 29.406151 | No | 41.619539 | 93.804431 | Low_spent_Small_value_payments | 332.875530 | Standard | 368 |
24 | Entrepreneur | 65844.860 | 7 | 4 | 10 | 7 | 18 | 0 | 4.23 | 8.0 | Standard | 1460.73 | 34.880815 | Yes | 199.635763 | 172.530267 | High_spent_Medium_value_payments | 414.141137 | Standard | 232 |
41 | Architect | 147583.400 | 6 | 7 | 9 | 0 | 7 | 18 | 17.22 | 10.0 | Standard | 194.40 | 41.080623 | Yes | 0.000000 | 113.056354 | High_spent_Large_value_payments | 1349.405313 | Standard | 292 |
46 | Accountant | 88380.160 | 7 | 7 | 19 | 3 | 11 | 19 | 8.70 | 7.0 | Standard | 124.29 | 37.818067 | Yes | 129.723699 | 93.021496 | High_spent_Medium_value_payments | 774.356139 | Standard | 311 |
18 | Engineer | 13190.345 | 3 | 4 | 5 | 1 | 21 | 20 | 6.40 | 2.0 | Standard | 578.60 | 31.449530 | Yes | 9.896018 | 47.638174 | High_spent_Medium_value_payments | 305.585349 | Standard | 342 |
54 | Developer | 134035.080 | 0 | 5 | 10 | 2 | 3 | 10 | 10.32 | 8.0 | Good | 767.91 | 40.499837 | No | 143.483732 | 267.788720 | High_spent_Medium_value_payments | 948.986548 | Good | 296 |
34 | Architect | 108484.380 | 4 | 7 | 6 | 1 | 29 | 17 | 14.07 | 7.0 | Standard | 1427.16 | 42.716565 | Yes | 71.534221 | 322.257298 | High_spent_Medium_value_payments | 738.244982 | Standard | 373 |
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