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ID | Описание | Дата |
---|---|---|
9267fdc5-7135-43a6-a034-e563a7c79950 | incentivize frictionless schemas | 1987-05-25 |
a557c8d1-fa87-429e-a46a-1aca86619ec7 | target compelling schemas | 1977-06-21 |
3487d2b8-a2c9-4cf6-9b80-86a29c96f281 | innovate synergistic niches | 1997-02-22 |
8d2305de-e464-4b3e-b775-0da0a6463e75 | visualize best-of-breed info-mediaries | 1973-09-03 |
de063f65-a555-4137-a36d-acac74fd3f14 | extend ubiquitous metrics | 2001-10-09 |
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 | Engineer | 16852.635 | 4 | 6 | 9 | 0 | 27 | 13 | 19.68 | 8.0 | Standard | 775.22 | 22.389446 | Yes | 160.585877 | 186.200646 | Low_spent_Small_value_payments | 272.937979 | Standard | 353 |
42 | Accountant | 20492.450 | 0 | 7 | 2 | 1 | 13 | 3 | 11.69 | 4.0 | Good | 429.71 | 30.939940 | No | 13.239852 | 151.355459 | Low_spent_Medium_value_payments | 268.875105 | Standard | 310 |
19 | Engineer | 35322.240 | 4 | 4 | 6 | 3 | 11 | 3 | 10.51 | 2.0 | Good | 907.76 | 35.209803 | NM | 61.725788 | 147.592436 | High_spent_Small_value_payments | 331.233776 | Good | 362 |
23 | Doctor | 14790.965 | 5 | 7 | 17 | 1 | 5 | 15 | 10.64 | 6.0 | Standard | 1382.27 | 38.084882 | Yes | 10.899071 | 120.473311 | Low_spent_Large_value_payments | 275.585660 | Standard | 72 |
24 | Accountant | 92949.780 | 0 | 5 | 10 | 4 | 12 | 13 | 13.88 | 3.0 | Good | 1037.46 | 41.837541 | No | 197.304889 | 0.000000 | High_spent_Medium_value_payments | 537.342487 | Standard | 304 |
35 | Architect | 27752.640 | 3 | 4 | 12 | 1 | 30 | 13 | 8.27 | 6.0 | Standard | 915.19 | 29.999675 | Yes | 16.180335 | 18.033675 | High_spent_Large_value_payments | 416.357990 | Standard | 157 |
22 | Entrepreneur | 91459.480 | 8 | 6 | 20 | 4 | 35 | 15 | 11.79 | 2.0 | Standard | 1323.08 | 25.904994 | No | 168.563118 | 178.651104 | High_spent_Medium_value_payments | 661.948111 | Standard | 353 |
21 | Scientist | 141420.920 | 6 | 4 | 9 | 2 | 25 | 19 | 7.27 | 2.0 | Standard | 367.22 | 38.108678 | Yes | 159.623339 | 129.393375 | High_spent_Medium_value_payments | 1135.790953 | Standard | 372 |
28 | Mechanic | 74142.960 | 0 | 2 | 12 | 3 | 11 | 0 | 2.45 | 1.0 | Good | 954.72 | 38.642987 | No | 164.894444 | 445.686935 | Low_spent_Medium_value_payments | 260.376621 | Good | 306 |
55 | Lawyer | 30748.930 | 1 | 6 | 12 | 2 | 10 | 3 | 4.21 | 4.0 | Good | 860.97 | 35.828386 | No | 43.727774 | 231.107736 | Low_spent_Medium_value_payments | 262.405574 | Standard | 0 |
27 | Architect | 28338.430 | 6 | 3 | 8 | 1 | 10 | 18 | 17.10 | 5.0 | Standard | 135.50 | 33.912621 | Yes | 12.805281 | 55.997243 | High_spent_Large_value_payments | 388.351059 | Standard | 225 |
52 | Media_Manager | 80302.470 | 5 | 5 | 20 | 0 | 10 | 11 | 11.71 | 2.0 | Standard | 976.47 | 27.589050 | Yes | 0.000000 | 453.720303 | Low_spent_Medium_value_payments | 465.466947 | Standard | 0 |
20 | Scientist | 29212.860 | 5 | 4 | 7 | 1 | 8 | 9 | 11.16 | 4.0 | Good | 37.16 | 34.703462 | NM | 19.328972 | 123.944311 | Low_spent_Small_value_payments | 396.167217 | Good | 228 |
25 | Teacher | 31380.640 | 2 | 1 | 4 | 3 | 7 | 1 | 3.18 | 3.0 | Good | 1027.38 | 31.376614 | No | 74.052787 | 128.265510 | Low_spent_Small_value_payments | 323.287036 | Good | 0 |
29 | Lawyer | 102215.610 | 2 | 5 | 10 | 1 | 3 | 6 | 9.90 | 3.0 | Good | 79.67 | 29.263890 | No | 60.567361 | 199.612737 | High_spent_Large_value_payments | 828.116652 | Good | 363 |
53 | Writer | 35664.720 | 5 | 5 | 3 | 1 | 10 | 1 | 9.41 | 3.0 | Good | 724.12 | 22.484413 | No | 15.548043 | 354.883196 | Low_spent_Small_value_payments | 245.374761 | Standard | 280 |
50 | Accountant | 21931.995 | 1 | 1 | 1 | 0 | 9 | 8 | 8.19 | 1.0 | Good | 900.26 | 24.402812 | No | 0.000000 | 109.297015 | Low_spent_Small_value_payments | 369.469610 | Good | 193 |
31 | Manager | 89256.750 | 8 | 5 | 15 | 0 | 13 | 10 | 1.92 | 0.0 | Standard | 49.03 | 33.117643 | Yes | 0.000000 | 338.047250 | High_spent_Small_value_payments | 659.859000 | Standard | 250 |
34 | Doctor | 71391.780 | 8 | 7 | 11 | 4 | 23 | 19 | 0.00 | 7.0 | Standard | 1305.41 | 32.177167 | Yes | 191.559202 | 209.069792 | Low_spent_Small_value_payments | 479.602506 | Poor | 370 |
42 | Manager | 82928.040 | 7 | 4 | 16 | 3 | 21 | 10 | 13.97 | 2.0 | Standard | 601.78 | 35.451635 | Yes | 121.547013 | 386.587226 | Low_spent_Medium_value_payments | 483.632761 | Standard | 194 |
25 | Lawyer | 116098.120 | 6 | 4 | 8 | 3 | 5 | 10 | 19.69 | 6.0 | Standard | 317.72 | 40.705460 | Yes | 150.773971 | 174.346663 | High_spent_Large_value_payments | 855.163699 | Standard | 103 |
28 | Accountant | 40369.070 | 0 | 4 | 10 | 0 | 9 | 0 | 10.03 | 0.0 | Good | 570.51 | 33.009508 | No | 0.000000 | 82.604982 | High_spent_Small_value_payments | 496.003934 | Good | 327 |
30 | Doctor | 51582.540 | 3 | 6 | 16 | 1 | 22 | 16 | 18.84 | 2.0 | Standard | 1354.35 | 37.874516 | Yes | 35.857520 | 167.720948 | Low_spent_Medium_value_payments | 478.076032 | Standard | 0 |
31 | Mechanic | 80541.510 | 4 | 7 | 20 | 0 | 10 | 13 | 10.81 | 1.0 | Standard | 345.22 | 31.140856 | Yes | 0.000000 | 172.118770 | Low_spent_Medium_value_payments | 753.960480 | Poor | 322 |
49 | Lawyer | 73180.200 | 4 | 5 | 20 | 1 | 30 | 10 | 9.98 | 3.0 | Standard | 59.55 | 33.547912 | No | 38.529377 | 321.672286 | High_spent_Small_value_payments | 514.433337 | Standard | 334 |
42 | Scientist | 8169.385 | 8 | 5 | 17 | 5 | 54 | 19 | 6.11 | 9.0 | Bad | 1360.45 | 24.149201 | Yes | 20.364334 | 0.000000 | High_spent_Small_value_payments | 296.285857 | Poor | 80 |
17 | Doctor | 36533.300 | 4 | 5 | 18 | 1 | 6 | 12 | 14.14 | 7.0 | Standard | 499.85 | 31.349483 | Yes | 22.015360 | 280.488986 | Low_spent_Small_value_payments | 318.239820 | Standard | 229 |
18 | Teacher | 38253.640 | 1 | 3 | 2 | 3 | 11 | 0 | 9.29 | 0.0 | Good | 843.89 | 31.195244 | No | 55.690765 | 0.000000 | Low_spent_Large_value_payments | 303.934515 | Good | 254 |
37 | Developer | 19998.600 | 6 | 7 | 15 | 0 | 21 | 12 | 3.34 | 3.0 | Standard | 838.71 | 26.088281 | No | 0.000000 | 126.628667 | Low_spent_Medium_value_payments | 310.026333 | Standard | 261 |
47 | Journalist | 30424.170 | 5 | 7 | 14 | 4 | 14 | 12 | 3.46 | 6.0 | Standard | 519.00 | 28.556970 | No | 65.035518 | 107.717198 | High_spent_Medium_value_payments | 360.782033 | Standard | 200 |
40 | Accountant | 119612.280 | 3 | 1 | 3 | 0 | 13 | 9 | 11.83 | 1.0 | Good | 1274.05 | 29.113041 | No | 0.000000 | 295.856165 | High_spent_Medium_value_payments | 954.112835 | Good | 229 |
27 | Entrepreneur | 93350.640 | 4 | 6 | 20 | 0 | 27 | 18 | 9.27 | 4.0 | Standard | 1139.10 | 38.778322 | Yes | 0.000000 | 287.191813 | Low_spent_Large_value_payments | 740.130187 | Standard | 316 |
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