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ID | Описание | Дата |
---|---|---|
e39b67a8-5965-4f90-aa4e-a68bd97fa121 | productize end-to-end users | 1970-09-15 |
7e4b5c14-a299-4c37-bbb9-59ea431c522c | revolutionize frictionless vortals | 1973-04-05 |
6f0b85e7-6126-44e0-837b-727003739d15 | unleash next-generation infrastructures | 1971-03-19 |
db70e0da-9a79-4290-9802-9b33c9e97f06 | brand end-to-end info-mediaries | 1998-04-29 |
35702267-879c-42ac-901e-63df53f24ed3 | evolve out-of-the-box models | 1999-12-20 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Media_Manager | 48780.560 | 4 | 5 | 16 | 0 | 29 | 20 | 4.97 | 5.0 | Standard | 967.75 | 34.092933 | Yes | 0.000000 | 64.231934 | High_spent_Large_value_payments | 559.272732 | Good | 235 |
49 | Doctor | 25877.950 | 7 | 3 | 12 | 1 | 13 | 18 | 1.43 | 0.0 | Standard | 1111.34 | 39.970918 | Yes | 12.041849 | 80.053221 | High_spent_Small_value_payments | 353.954513 | Standard | 390 |
23 | Developer | 102412.350 | 5 | 6 | 8 | 0 | 25 | 17 | 11.13 | 1.0 | Standard | 719.06 | 35.926926 | Yes | 0.000000 | 285.684043 | Low_spent_Medium_value_payments | 823.352207 | Standard | 225 |
53 | Architect | 32707.140 | 5 | 6 | 20 | 1 | 30 | 12 | 2.97 | 4.0 | Standard | 405.07 | 38.694552 | Yes | 22.103185 | 0.000000 | Low_spent_Medium_value_payments | 369.450347 | Poor | 286 |
42 | Manager | 16524.395 | 5 | 5 | 20 | 4 | 26 | 0 | 11.65 | 3.0 | Standard | 988.27 | 37.581081 | No | 44.236857 | 69.302305 | Low_spent_Small_value_payments | 340.964129 | Standard | 309 |
55 | Manager | 18167.415 | 1 | 7 | 5 | 3 | 10 | 3 | 5.99 | 2.0 | Good | 718.95 | 34.658114 | No | 24.441180 | 125.799880 | Low_spent_Medium_value_payments | 280.154065 | Standard | 384 |
30 | Manager | 28706.940 | 4 | 4 | 12 | 0 | 27 | 12 | 7.33 | 1.0 | Good | 780.11 | 31.397585 | NM | 0.000000 | 302.989542 | Low_spent_Small_value_payments | 234.334958 | Good | 197 |
21 | Musician | 132897.240 | 3 | 5 | 7 | 1 | 8 | 1 | 11.35 | 4.0 | Good | 1473.37 | 29.317872 | No | 67.309250 | 332.086485 | High_spent_Medium_value_payments | 969.981266 | Standard | 393 |
37 | Journalist | 10091.225 | 5 | 6 | 18 | 2 | 22 | 16 | 11.21 | 4.0 | Standard | 855.24 | 25.303256 | No | 16.395342 | 50.977382 | Low_spent_Small_value_payments | 298.620818 | Standard | 253 |
34 | Musician | 102460.440 | 5 | 5 | 10 | 1 | 27 | 13 | 3.22 | 2.0 | Standard | 587.02 | 30.085178 | Yes | 50.882495 | 505.455596 | Low_spent_Small_value_payments | 571.898909 | Standard | 389 |
22 | Scientist | 24812.000 | 7 | 4 | 10 | 6 | 8 | 20 | 12.15 | 5.0 | Standard | 930.13 | 31.502253 | Yes | 88.369425 | 166.107723 | Low_spent_Small_value_payments | 231.689518 | Standard | 194 |
34 | Developer | 16112.185 | 3 | 3 | 19 | 1 | 30 | 19 | 10.66 | 5.0 | Standard | 308.39 | 36.285332 | Yes | 11.928985 | 59.189737 | Low_spent_Small_value_payments | 352.049486 | Standard | 401 |
45 | Media_Manager | 21642.845 | 4 | 4 | 8 | 3 | 4 | 5 | 11.62 | 3.0 | Good | 1145.77 | 37.133833 | No | 39.015255 | 50.099075 | High_spent_Small_value_payments | 342.142711 | Standard | 219 |
20 | Writer | 14384.400 | 3 | 7 | 19 | 6 | 15 | 17 | 11.11 | 5.0 | Standard | 1465.30 | 38.355082 | Yes | 65.497084 | 62.146495 | Low_spent_Small_value_payments | 284.226421 | Standard | 0 |
30 | Writer | 22709.370 | 6 | 5 | 19 | 2 | 23 | 8 | 17.62 | 8.0 | Standard | 412.53 | 28.824468 | Yes | 25.438780 | 42.781951 | High_spent_Large_value_payments | 383.324018 | Standard | 319 |
36 | Journalist | 21945.825 | 2 | 6 | 2 | 4 | 6 | 4 | 7.57 | 3.0 | Good | 202.68 | 29.502444 | No | 63.324553 | 89.979935 | Low_spent_Medium_value_payments | 324.677387 | Standard | 293 |
29 | Media_Manager | 61711.890 | 5 | 5 | 5 | 2 | 18 | 14 | 18.46 | 7.0 | Standard | 464.00 | 29.802920 | NM | 68.578867 | 309.522848 | Low_spent_Large_value_payments | 432.264034 | Standard | 64 |
26 | Teacher | 19956.750 | 6 | 5 | 1 | 2 | 16 | 13 | 2.36 | 1.0 | Good | 1271.85 | 23.355433 | No | 28.520110 | 46.624207 | High_spent_Small_value_payments | 343.561933 | Good | 281 |
44 | Manager | 28475.190 | 5 | 4 | 19 | 4 | 10 | 21 | 11.96 | 6.0 | Standard | 147.14 | 28.266405 | Yes | 67.082183 | 24.506679 | High_spent_Medium_value_payments | 367.504388 | Standard | 142 |
41 | Architect | 27738.990 | 5 | 7 | 20 | 0 | 17 | 9 | 0.87 | 0.0 | Standard | 425.01 | 24.086172 | No | 0.000000 | 82.151792 | Low_spent_Small_value_payments | 419.906458 | Standard | 211 |
32 | Engineer | 15186.175 | 4 | 3 | 6 | 1 | 21 | 15 | 15.22 | 0.0 | Standard | 9.70 | 31.025930 | NM | 10.915070 | 84.250576 | Low_spent_Small_value_payments | 347.585812 | Standard | 285 |
50 | Doctor | 14585.470 | 3 | 6 | 6 | 3 | 26 | 14 | 7.32 | 2.0 | Standard | 1104.42 | 37.452740 | No | 27.253262 | 78.471982 | Low_spent_Large_value_payments | 268.620339 | Standard | 273 |
39 | Developer | 17692.555 | 5 | 4 | 9 | 1 | 22 | 17 | 18.74 | 3.0 | Standard | 813.67 | 25.906746 | Yes | 11.826839 | 46.989860 | Low_spent_Medium_value_payments | 392.321259 | Standard | 296 |
31 | Entrepreneur | 156608.600 | 4 | 4 | 10 | 0 | 17 | 4 | 9.09 | 2.0 | Good | 1161.51 | 39.947778 | No | 0.000000 | 816.228111 | Low_spent_Medium_value_payments | 795.743556 | Poor | 221 |
40 | Accountant | 20579.450 | 5 | 6 | 4 | 0 | 30 | 1 | 11.18 | 4.0 | Good | 1494.11 | 39.508052 | NM | 0.000000 | 49.713634 | Low_spent_Medium_value_payments | 411.781782 | Poor | 304 |
51 | Scientist | 72783.060 | 6 | 5 | 17 | 1 | 21 | 18 | 3.52 | 3.0 | Standard | 752.52 | 25.213695 | No | 31.751688 | 57.310239 | High_spent_Large_value_payments | 775.063572 | Standard | 313 |
30 | Writer | 36640.700 | 3 | 5 | 2 | 4 | 7 | 3 | 8.90 | 2.0 | Good | 155.86 | 30.027071 | No | 106.174669 | 135.838349 | Low_spent_Small_value_payments | 353.726149 | Good | 364 |
52 | Scientist | 108968.850 | 1 | 5 | 8 | 0 | 1 | 1 | 1.51 | 1.0 | Good | 407.44 | 22.699315 | No | 0.000000 | 907.430966 | Low_spent_Small_value_payments | 266.942784 | Good | 0 |
45 | Engineer | 131760.300 | 2 | 3 | 6 | 0 | 13 | 6 | 1.26 | 3.0 | Good | 262.48 | 30.477134 | No | 0.000000 | 470.303291 | High_spent_Small_value_payments | 903.599209 | Good | 210 |
43 | Accountant | 130079.790 | 3 | 4 | 8 | 0 | 3 | 0 | 9.05 | 3.0 | Good | 230.44 | 37.149499 | No | 0.000000 | 134.267241 | High_spent_Large_value_payments | 1214.931009 | Good | 272 |
39 | Doctor | 38964.650 | 1 | 6 | 11 | 0 | 12 | 5 | 3.02 | 1.0 | Good | 860.91 | 38.019896 | No | 0.000000 | 246.436821 | Low_spent_Large_value_payments | 348.568596 | Standard | 221 |
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