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ID | Описание | Дата |
---|---|---|
fe0ed0c2-cc0b-42a0-8dd7-e53b0972d3fa | re-intermediate enterprise web services | 1987-12-07 |
090aa5be-c35a-41d8-adbc-be205449e055 | envisioneer turn-key functionalities | 2021-04-06 |
7223030a-3b85-4249-9167-286737c9034d | reinvent back-end paradigms | 1984-08-25 |
de5e9a6b-f1d4-42da-ac40-31960390236d | redefine dot-com ROI | 2010-11-11 |
3072fa44-1935-4ab9-9fdc-4d3e8a25803e | implement scalable e-business | 1983-08-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34 | Lawyer | 66169.560 | 8 | 6 | 12 | 3 | 15 | 14 | 10.60 | 7.0 | Standard | 198.53 | 28.378635 | Yes | 126.789461 | 344.672023 | High_spent_Small_value_payments | 368.451516 | Standard | 304 |
24 | Teacher | 142152.480 | 6 | 7 | 19 | 0 | 13 | 12 | 11.91 | 1.0 | Standard | 185.70 | 37.422414 | Yes | 0.000000 | 234.409854 | High_spent_Large_value_payments | 1194.994146 | Standard | 189 |
25 | Accountant | 98917.230 | 1 | 4 | 1 | 2 | 3 | 3 | 7.92 | 2.0 | Good | 738.81 | 30.846406 | No | 115.531325 | 261.340428 | High_spent_Medium_value_payments | 724.438497 | Good | 181 |
33 | Teacher | 18827.290 | 9 | 6 | 32 | 3 | 31 | 24 | 15.54 | 10.0 | Bad | 1370.06 | 31.376943 | Yes | 43.981191 | 12.155371 | High_spent_Large_value_payments | 332.357522 | Poor | 232 |
45 | Writer | 22517.100 | 3 | 5 | 6 | 0 | 9 | 20 | 8.32 | 4.0 | Standard | 729.74 | 32.540111 | NM | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 346.911156 | Standard | 197 |
44 | Writer | 31748.410 | 7 | 6 | 14 | 0 | 13 | 11 | 15.28 | 1.0 | Standard | 1134.85 | 29.675670 | Yes | 0.000000 | 136.045019 | Low_spent_Medium_value_payments | 402.825064 | Standard | 383 |
42 | Architect | 101029.590 | 3 | 5 | 9 | 3 | 32 | 15 | 10.02 | 5.0 | Standard | 267.98 | 37.297478 | Yes | 192.895013 | 59.462670 | High_spent_Large_value_payments | 810.055568 | Standard | 169 |
30 | Journalist | 87791.460 | 6 | 4 | 15 | 1 | 26 | 17 | 4.34 | 1.0 | Standard | 510.10 | 36.289185 | No | 68.807254 | 115.413947 | High_spent_Medium_value_payments | 783.474298 | Standard | 283 |
29 | Writer | 28397.310 | 7 | 4 | 7 | 2 | 30 | 7 | 9.40 | 4.0 | Standard | 1398.33 | 29.905739 | No | 27.767024 | 228.367734 | Low_spent_Small_value_payments | 245.809492 | Standard | 323 |
28 | Scientist | 122490.300 | 1 | 2 | 8 | 0 | 8 | 9 | 0.70 | 2.0 | Good | 874.85 | 45.287507 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 1100.399311 | Standard | 383 |
41 | Lawyer | 15636.605 | 8 | 7 | 3 | 4 | 30 | 10 | 1.75 | 2.0 | Standard | 592.29 | 28.644416 | No | 43.516348 | 191.616203 | Low_spent_Small_value_payments | 212.372490 | Standard | 397 |
46 | Architect | 31329.830 | 5 | 3 | 6 | 0 | 14 | 19 | 5.25 | 4.0 | Good | 628.91 | 29.096218 | No | 0.000000 | 216.557487 | Low_spent_Small_value_payments | 333.324430 | Good | 329 |
49 | Engineer | 28074.060 | 1 | 6 | 1 | 1 | 8 | 2 | 4.98 | 0.0 | Good | 577.79 | 36.178322 | No | 15.500163 | 168.734724 | Low_spent_Medium_value_payments | 309.715613 | Good | 374 |
55 | Scientist | 35012.780 | 8 | 4 | 9 | 2 | 26 | 15 | 10.06 | 0.0 | Standard | 279.53 | 27.486404 | Yes | 41.408060 | 130.691954 | High_spent_Small_value_payments | 384.373152 | Standard | 379 |
45 | Engineer | 66940.620 | 3 | 4 | 14 | 4 | 9 | 10 | 19.90 | 6.0 | Standard | 352.97 | 30.549703 | Yes | 164.211367 | 100.581376 | High_spent_Medium_value_payments | 556.945758 | Standard | 378 |
24 | Scientist | 28352.240 | 4 | 4 | 7 | 3 | 4 | 0 | 9.02 | 0.0 | Good | 1085.70 | 29.168493 | No | 46.390730 | 28.302593 | High_spent_Large_value_payments | 403.875344 | Standard | 197 |
22 | Teacher | 29674.930 | 3 | 4 | 10 | 3 | 6 | 14 | 9.46 | 1.0 | Good | 688.84 | 29.165335 | No | 46.604219 | 261.290931 | Low_spent_Small_value_payments | 250.295933 | Good | 343 |
27 | Entrepreneur | 87416.520 | 2 | 7 | 6 | 3 | 4 | 0 | 6.67 | 3.0 | Good | 814.52 | 33.964497 | No | 151.856798 | 577.150413 | Low_spent_Medium_value_payments | 254.763789 | Standard | 0 |
26 | Manager | 13461.250 | 7 | 3 | 11 | 3 | 24 | 19 | 6.16 | 2.0 | Standard | 1361.06 | 24.738491 | No | 20.462421 | 0.000000 | Low_spent_Small_value_payments | 301.299761 | Standard | 227 |
26 | Writer | 36825.110 | 5 | 3 | 9 | 1 | 28 | 15 | 8.86 | 1.0 | Good | 520.36 | 32.158351 | No | 24.319836 | 285.242788 | Low_spent_Small_value_payments | 280.213293 | Poor | 225 |
45 | Architect | 85062.630 | 8 | 3 | 16 | 2 | 30 | 16 | 17.38 | 0.0 | Standard | 321.89 | 39.375682 | Yes | 124.165321 | 273.224776 | High_spent_Medium_value_payments | 551.465153 | Standard | 208 |
32 | Musician | 22918.520 | 6 | 5 | 18 | 5 | 18 | 8 | 11.94 | 4.0 | Standard | 454.45 | 33.431130 | Yes | 68.687890 | 105.587489 | Low_spent_Large_value_payments | 279.812288 | Standard | 97 |
27 | Writer | 43831.600 | 6 | 7 | 15 | 2 | 18 | 0 | 11.08 | 2.0 | Standard | 1231.16 | 33.372680 | No | 66.330238 | 148.840007 | Low_spent_Small_value_payments | 425.493089 | Standard | 333 |
38 | Doctor | 66554.310 | 4 | 6 | 15 | 3 | 14 | 0 | 10.12 | 5.0 | Standard | 485.70 | 32.528904 | No | 101.923115 | 217.798467 | High_spent_Medium_value_payments | 504.697668 | Standard | 230 |
34 | Media_Manager | 31820.560 | 7 | 6 | 8 | 1 | 23 | 15 | 8.44 | 2.0 | Standard | 1394.06 | 36.656997 | Yes | 17.299832 | 81.938582 | Low_spent_Large_value_payments | 422.832919 | Standard | 304 |
35 | Architect | 21709.070 | 3 | 4 | 8 | 0 | 8 | 0 | 13.52 | 7.0 | Good | 1047.30 | 29.567058 | No | 0.000000 | 30.158070 | High_spent_Medium_value_payments | 427.650847 | Good | 296 |
51 | Journalist | 26779.900 | 7 | 4 | 12 | 4 | 28 | 16 | 13.36 | 1.0 | Good | 680.39 | 28.423740 | No | 56.035540 | 110.669257 | Low_spent_Large_value_payments | 301.961036 | Good | 394 |
30 | Teacher | 24821.360 | 5 | 5 | 7 | 0 | 6 | 20 | 0.00 | 6.0 | Standard | 298.88 | 24.054944 | No | 0.000000 | 197.677128 | Low_spent_Small_value_payments | 302.967539 | Standard | 0 |
42 | Entrepreneur | 70137.000 | 5 | 6 | 17 | 1 | 15 | 8 | 9.43 | 7.0 | Standard | 1416.96 | 30.025606 | Yes | 45.595238 | 0.000000 | High_spent_Large_value_payments | 631.311677 | Standard | 315 |
33 | Engineer | 33652.170 | 2 | 5 | 8 | 1 | 13 | 10 | 4.07 | 1.0 | Good | 306.53 | 36.829352 | No | 18.995377 | 222.040328 | Low_spent_Small_value_payments | 309.199045 | Good | 195 |
44 | Entrepreneur | 20227.380 | 7 | 8 | 28 | 6 | 51 | 0 | 2.79 | 8.0 | Bad | 1257.11 | 36.417954 | Yes | 72.864213 | 90.312850 | Low_spent_Small_value_payments | 278.484437 | Poor | 173 |
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