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ID | Описание | Дата |
---|---|---|
e7884b36-ce0e-4812-b0ca-0594a0deaa50 | productize rich solutions | 1988-11-12 |
af1d1445-49e3-4985-9227-f8f1adf16af5 | unleash viral vortals | 1986-08-30 |
22d28793-8fa0-42eb-888c-9ce76eec91bb | enable dynamic ROI | 2020-06-25 |
7609c6b5-ec8a-48b4-85c9-5bdb84df4a0f | integrate scalable platforms | 1988-11-15 |
b9fce1e6-ccb0-4f31-b647-941727d40258 | envisioneer mission-critical applications | 2012-01-26 |
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 | Accountant | 43070.240 | 3 | 3 | 18 | 1 | 13 | 8 | 14.97 | 4.0 | Standard | 1233.10 | 28.071292 | Yes | 30.576085 | 443.918674 | Low_spent_Small_value_payments | 177.723908 | Standard | 231 |
42 | Writer | 63331.900 | 5 | 4 | 20 | 0 | 7 | 19 | 8.86 | 6.0 | Standard | 362.71 | 40.457030 | NM | 0.000000 | 120.209125 | High_spent_Small_value_payments | 654.756708 | Standard | 101 |
15 | Journalist | 46243.560 | 4 | 5 | 13 | 0 | 5 | 11 | 15.79 | 7.0 | Standard | 1455.34 | 27.592456 | NM | 0.000000 | 80.616877 | High_spent_Medium_value_payments | 577.746123 | Standard | 0 |
42 | Mechanic | 82196.310 | 8 | 5 | 12 | 0 | 26 | 8 | 19.31 | 0.0 | Standard | 888.94 | 34.958486 | Yes | 0.000000 | 89.817607 | High_spent_Large_value_payments | 845.951643 | Standard | 278 |
29 | Mechanic | 33900.040 | 6 | 5 | 12 | 3 | 21 | 20 | 16.38 | 5.0 | Standard | 593.26 | 31.582884 | Yes | 57.140060 | 101.978267 | Low_spent_Medium_value_payments | 398.482007 | Standard | 229 |
16 | Developer | 15784.090 | 8 | 7 | 18 | 6 | 44 | 27 | 2.30 | 7.0 | Bad | 1265.19 | 36.967625 | Yes | 51.765556 | 55.377209 | Low_spent_Large_value_payments | 304.591318 | Poor | 77 |
31 | Musician | 99912.570 | 1 | 5 | 5 | 1 | 15 | 3 | 1.13 | 1.0 | Good | 148.57 | 38.892338 | No | 64.370272 | 468.118157 | Low_spent_Large_value_payments | 599.016322 | Standard | 270 |
30 | Scientist | 74023.530 | 4 | 6 | 8 | 0 | 30 | 13 | 11.66 | 5.0 | Standard | 436.51 | 26.974481 | Yes | 0.000000 | 294.914940 | Low_spent_Small_value_payments | 628.647810 | Standard | 117 |
45 | Accountant | 29594.870 | 5 | 6 | 7 | 3 | 29 | 0 | 9.69 | 11.0 | Standard | 772.83 | 31.114699 | Yes | 70.195078 | 66.194430 | High_spent_Small_value_payments | 372.934409 | Standard | 358 |
33 | Doctor | 26347.020 | 4 | 7 | 17 | 2 | 11 | 9 | 1.18 | 3.0 | Standard | 409.12 | 32.807520 | NM | 40.149627 | 46.935221 | High_spent_Medium_value_payments | 368.973653 | Standard | 227 |
32 | Entrepreneur | 14214.460 | 4 | 7 | 19 | 4 | 17 | 8 | 12.70 | 7.0 | Standard | 908.46 | 38.160606 | Yes | 41.886166 | 55.718806 | Low_spent_Small_value_payments | 282.248861 | Standard | 191 |
40 | Scientist | 98690.800 | 4 | 6 | 9 | 1 | 6 | 0 | 10.76 | 0.0 | Good | 706.96 | 40.342100 | No | 55.004408 | 64.497507 | High_spent_Large_value_payments | 946.721419 | Poor | 317 |
39 | Writer | 34126.190 | 5 | 7 | 10 | 3 | 4 | 17 | 12.51 | 6.0 | Standard | 963.43 | 25.716284 | Yes | 50.647099 | 62.365239 | High_spent_Large_value_payments | 388.972579 | Standard | 150 |
47 | Teacher | 34343.830 | 3 | 5 | 16 | 0 | 13 | 19 | 13.37 | 1.0 | Standard | 319.99 | 27.016455 | Yes | 0.000000 | 228.820438 | Low_spent_Large_value_payments | 355.678145 | Standard | 278 |
37 | Mechanic | 14981.390 | 2 | 7 | 5 | 4 | 2 | 6 | 0.63 | 4.0 | Good | 1122.46 | 38.676509 | No | 38.115968 | 43.177738 | High_spent_Small_value_payments | 324.851211 | Standard | 385 |
25 | Mechanic | 123050.200 | 3 | 3 | 7 | 3 | 9 | 9 | 2.36 | 0.0 | Good | 512.24 | 26.696013 | No | 180.189169 | 354.537947 | High_spent_Medium_value_payments | 733.091217 | Standard | 348 |
23 | Doctor | 39126.010 | 3 | 6 | 11 | 4 | 9 | 5 | 3.73 | 1.0 | Good | 208.02 | 34.831433 | No | 71.198704 | 264.519591 | Low_spent_Medium_value_payments | 285.631788 | Poor | 387 |
25 | Engineer | 29374.770 | 3 | 7 | 6 | 2 | 23 | 13 | 16.65 | 7.0 | Standard | 1189.37 | 38.439021 | NM | 40.264074 | 43.545321 | High_spent_Medium_value_payments | 403.980355 | Standard | 241 |
51 | Manager | 102745.400 | 4 | 5 | 11 | 0 | 14 | 15 | 10.80 | 4.0 | Good | 465.88 | 34.485888 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 1016.262116 | Good | 193 |
21 | Architect | 106525.290 | 0 | 6 | 6 | 1 | 10 | 0 | 7.13 | 4.0 | Good | 147.50 | 39.023119 | No | 78.271158 | 217.139094 | High_spent_Large_value_payments | 848.600498 | Poor | 199 |
49 | Accountant | 160057.960 | 4 | 4 | 1 | 1 | 4 | 9 | 6.78 | 7.0 | Good | 322.27 | 35.338785 | No | 80.668907 | 1152.047329 | Low_spent_Medium_value_payments | 389.000097 | Standard | 317 |
40 | Architect | 35198.010 | 3 | 7 | 9 | 2 | 11 | 13 | 3.28 | 3.0 | Good | 863.31 | 24.632134 | No | 43.606822 | 221.736563 | Low_spent_Large_value_payments | 291.073365 | Good | 390 |
51 | Entrepreneur | 22336.270 | 4 | 4 | 6 | 4 | 12 | 4 | 8.43 | 3.0 | Good | 506.06 | 28.411043 | No | 70.471090 | 74.188887 | Low_spent_Small_value_payments | 322.975607 | Standard | 0 |
18 | Scientist | 38883.920 | 6 | 3 | 11 | 2 | 16 | 10 | 16.80 | 7.0 | Standard | 23.58 | 31.206304 | NM | 53.585137 | 107.157000 | High_spent_Small_value_payments | 415.590530 | Standard | 0 |
31 | Doctor | 34217.660 | 4 | 3 | 11 | 1 | 7 | 9 | 5.39 | 2.0 | Good | 459.10 | 33.439114 | No | 15.081411 | 69.982402 | High_spent_Medium_value_payments | 444.383354 | Good | 293 |
47 | Scientist | 54936.200 | 4 | 3 | 6 | 4 | 20 | 15 | 0.90 | 2.0 | Standard | 1142.13 | 37.489965 | No | 131.616379 | 106.373352 | High_spent_Large_value_payments | 444.011936 | Standard | 338 |
52 | Musician | 78261.620 | 1 | 1 | 6 | 3 | 7 | 4 | 7.66 | 3.0 | Good | 431.77 | 42.037547 | No | 111.155884 | 260.890686 | High_spent_Medium_value_payments | 515.333597 | Good | 317 |
43 | Musician | 12287.430 | 4 | 3 | 19 | 2 | 7 | 13 | 12.21 | 7.0 | Standard | 1271.65 | 39.505059 | Yes | 14.308028 | 68.821906 | Low_spent_Small_value_payments | 318.865316 | Standard | 72 |
45 | Lawyer | 24954.360 | 6 | 7 | 16 | 0 | 29 | 16 | 15.58 | 1.0 | Standard | 1410.80 | 29.799343 | Yes | 0.000000 | 35.910390 | High_spent_Medium_value_payments | 431.442610 | Standard | 188 |
18 | Engineer | 13347.835 | 5 | 7 | 19 | 2 | 9 | 19 | 18.66 | 4.0 | Standard | 536.50 | 29.875022 | NM | 15.758047 | 0.000000 | Low_spent_Small_value_payments | 284.989421 | Poor | 274 |
25 | Teacher | 17628.000 | 7 | 4 | 18 | 6 | 5 | 19 | 18.20 | 7.0 | Standard | 1443.38 | 38.064576 | Yes | 79.651607 | 0.000000 | Low_spent_Small_value_payments | 273.391503 | Standard | 212 |
17 | Lawyer | 15745.020 | 5 | 6 | 17 | 5 | 21 | 10 | 19.33 | 8.0 | Standard | 828.56 | 28.343394 | Yes | 34.166485 | 0.000000 | High_spent_Medium_value_payments | 278.988677 | Standard | 230 |
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