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ID | Описание | Дата |
---|---|---|
a9608c83-d1e6-4902-98a3-5a020815fe5c | e-enable bleeding-edge applications | 1978-12-06 |
7b5dea6d-214c-436e-ab1f-1f042352b285 | unleash holistic e-business | 2016-01-23 |
d1c61257-a75c-4f83-9bc4-03ce3c39e009 | architect plug-and-play schemas | 2015-07-21 |
5328f6f1-a7cd-4dc8-a8dc-b5f090c7127f | utilize one-to-one channels | 1987-12-31 |
33b152db-f9b0-4432-8e40-d762d9c052fc | synthesize interactive deliverables | 1982-12-19 |
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 | Manager | 16578.115 | 3 | 5 | 15 | 2 | 10 | 13 | 13.29 | 7.0 | Standard | 1054.86 | 23.695653 | NM | 21.425972 | 120.490763 | Low_spent_Small_value_payments | 290.734223 | Standard | 277 |
17 | Lawyer | 14675.830 | 6 | 3 | 12 | 7 | 27 | 8 | 12.12 | 4.0 | Standard | 1427.56 | 29.471021 | Yes | 84.004103 | 91.191255 | Low_spent_Small_value_payments | 247.903225 | Standard | 150 |
33 | Accountant | 177887.800 | 4 | 3 | 3 | 0 | 2 | 6 | 11.32 | 2.0 | Good | 925.47 | 44.066596 | No | 0.000000 | 593.377937 | High_spent_Medium_value_payments | 1139.520396 | Standard | 0 |
17 | Journalist | 14646.960 | 7 | 7 | 20 | 4 | 31 | 9 | 19.60 | 5.0 | Standard | 1461.76 | 28.966867 | Yes | 46.002732 | 62.861861 | High_spent_Small_value_payments | 266.793407 | Standard | 206 |
50 | Accountant | 97688.400 | 6 | 7 | 13 | 2 | 11 | 20 | 3.63 | 1.0 | Standard | 1299.16 | 32.945857 | No | 122.728904 | 177.008700 | High_spent_Large_value_payments | 727.532396 | Standard | 321 |
49 | Scientist | 86957.850 | 5 | 3 | 20 | 0 | 13 | 16 | 4.39 | 1.0 | Standard | 424.28 | 41.449804 | No | 0.000000 | 121.484750 | High_spent_Medium_value_payments | 855.164000 | Standard | 317 |
36 | Accountant | 31892.180 | 5 | 3 | 20 | 2 | 21 | 19 | 4.14 | 5.0 | Standard | 507.01 | 38.465534 | NM | 38.144027 | 101.222532 | High_spent_Small_value_payments | 413.901608 | Standard | 385 |
32 | Entrepreneur | 42400.700 | 4 | 5 | 5 | 2 | 24 | 4 | 0.54 | 4.0 | Good | 699.11 | 39.113267 | No | 45.775618 | 89.012604 | High_spent_Medium_value_payments | 477.950945 | Poor | 324 |
14 | Teacher | 84989.460 | 7 | 7 | 6 | 0 | 26 | 8 | 14.58 | 10.0 | Standard | 416.47 | 36.984693 | Yes | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 821.637330 | Standard | 377 |
33 | Architect | 163904.560 | 3 | 5 | 2 | 0 | 4 | 3 | 16.13 | 1.0 | Good | 29.82 | 40.860554 | No | 0.000000 | 612.697939 | Low_spent_Medium_value_payments | 1014.173394 | Good | 197 |
41 | Teacher | 10234.390 | 4 | 6 | 6 | 4 | 24 | 13 | 6.70 | 4.0 | Standard | 627.20 | 34.564335 | No | 26.996316 | 22.875282 | Low_spent_Medium_value_payments | 318.314986 | Standard | 198 |
27 | Doctor | 38036.610 | 2 | 3 | 2 | 2 | 12 | 5 | 4.84 | 4.0 | Good | 241.07 | 34.216483 | No | 33.311064 | 63.327260 | High_spent_Small_value_payments | 481.433426 | Standard | 201 |
32 | Architect | 35694.330 | 8 | 7 | 19 | 4 | 30 | 15 | 19.05 | 5.0 | Standard | 119.49 | 27.798946 | Yes | 64.711417 | 229.404884 | Low_spent_Large_value_payments | 274.936449 | Standard | 0 |
52 | Lawyer | 19799.730 | 7 | 4 | 12 | 2 | 5 | 14 | 5.89 | 1.0 | Good | 125.69 | 33.942152 | No | 18.153338 | 47.706435 | High_spent_Small_value_payments | 385.737977 | Standard | 398 |
31 | Journalist | 93256.680 | 5 | 7 | 19 | 1 | 20 | 17 | 16.79 | 8.0 | Standard | 1125.67 | 37.791603 | Yes | 69.621222 | 311.405792 | Low_spent_Small_value_payments | 678.711986 | Standard | 223 |
54 | Journalist | 49962.420 | 7 | 7 | 15 | 3 | 25 | 15 | 3.71 | 4.0 | Standard | 1175.81 | 25.714631 | No | 67.461034 | 41.334377 | High_spent_Large_value_payments | 531.958089 | Poor | 387 |
50 | Accountant | 120948.160 | 0 | 5 | 2 | 2 | 13 | 10 | 7.61 | 3.0 | Good | 16.36 | 35.234093 | No | 121.845330 | 129.772655 | High_spent_Medium_value_payments | 1035.683348 | Good | 316 |
19 | Writer | 50814.280 | 3 | 7 | 2 | 0 | 13 | 10 | 4.06 | 3.0 | Good | 612.46 | 32.664411 | No | 0.000000 | 547.341882 | Low_spent_Small_value_payments | 194.410451 | Good | 253 |
31 | Musician | 48706.100 | 5 | 3 | 7 | 3 | 22 | 10 | 13.02 | 7.0 | Standard | 1083.76 | 28.327846 | Yes | 107.152558 | 156.018817 | High_spent_Small_value_payments | 402.112792 | Standard | 202 |
29 | Scientist | 90541.710 | 4 | 7 | 5 | 0 | 7 | 4 | 11.91 | 4.0 | Good | 500.60 | 35.987637 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 672.643225 | Standard | 376 |
22 | Doctor | 122135.120 | 2 | 4 | 1 | 1 | 26 | 11 | 11.46 | 2.0 | Good | 1384.06 | 30.376533 | No | 53.472240 | 531.348781 | High_spent_Small_value_payments | 687.771645 | Standard | 214 |
23 | Entrepreneur | 22222.150 | 7 | 6 | 20 | 4 | 28 | 9 | 14.91 | 8.0 | Standard | 81.68 | 33.413567 | Yes | 44.470649 | 31.057014 | High_spent_Medium_value_payments | 355.956921 | Standard | 332 |
23 | Lawyer | 115247.160 | 2 | 5 | 10 | 0 | 8 | 3 | 0.92 | 2.0 | Good | 687.87 | 25.070174 | No | 0.000000 | 1264.617957 | Low_spent_Small_value_payments | 0.000000 | Good | 220 |
35 | Doctor | 14185.660 | 1 | 7 | 2 | 4 | 11 | 9 | 10.56 | 1.0 | Good | 225.57 | 29.899061 | No | 42.529922 | 42.028705 | Low_spent_Large_value_payments | 307.055206 | Good | 358 |
29 | Manager | 24424.700 | 8 | 5 | 7 | 0 | 24 | 11 | 6.01 | 3.0 | Standard | 626.57 | 35.133788 | Yes | 0.000000 | 33.299352 | High_spent_Medium_value_payments | 421.839814 | Standard | 268 |
41 | Mechanic | 106550.190 | 4 | 7 | 16 | 3 | 21 | 14 | 9.74 | 0.0 | Standard | 401.46 | 29.220600 | NM | 185.491211 | 219.190243 | High_spent_Large_value_payments | 715.736796 | Standard | 299 |
24 | Entrepreneur | 24995.920 | 5 | 3 | 8 | 3 | 24 | 9 | 8.07 | 0.0 | Standard | 968.32 | 34.353799 | Yes | 45.910624 | 36.829486 | High_spent_Small_value_payments | 387.259223 | Standard | 341 |
17 | Doctor | 131737.720 | 4 | 5 | 8 | 0 | 9 | 11 | 16.82 | 5.0 | Standard | 1299.86 | 36.811597 | Yes | 0.000000 | 336.790950 | High_spent_Medium_value_payments | 1032.823383 | Standard | 315 |
32 | Writer | 35908.740 | 4 | 4 | 10 | 2 | 6 | 17 | 9.08 | 5.0 | Standard | 613.93 | 32.472890 | Yes | 53.982295 | 33.032373 | High_spent_Large_value_payments | 467.924833 | Standard | 80 |
32 | Entrepreneur | 34709.280 | 4 | 2 | 5 | 2 | 6 | 0 | 2.81 | 3.0 | Good | 104.98 | 36.871083 | No | 51.396294 | 124.279342 | Low_spent_Small_value_payments | 414.068364 | Good | 324 |
44 | Engineer | 14283.665 | 6 | 4 | 9 | 4 | 29 | 8 | 13.60 | 0.0 | Standard | 1225.88 | 26.099097 | NM | 33.687913 | 32.296644 | Low_spent_Small_value_payments | 318.445984 | Poor | 271 |
40 | Musician | 66193.980 | 7 | 7 | 11 | 0 | 12 | 0 | 10.41 | 5.0 | Standard | 1166.37 | 28.376812 | Yes | 0.000000 | 198.406591 | High_spent_Medium_value_payments | 597.909909 | Standard | 251 |
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