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ID | Описание | Дата |
---|---|---|
ecc78182-cf65-4963-8bef-39d819035757 | re-contextualize clicks-and-mortar partnerships | 2013-04-20 |
0c11ece9-c9e4-47e1-a091-40d2c1ae61e6 | e-enable synergistic infrastructures | 2021-01-16 |
c3b3779a-94a2-4b14-9eb1-9661cf90a66d | exploit best-of-breed info-mediaries | 1974-07-24 |
983f5e53-6bfc-4ce5-8677-3e0f00bf36a4 | aggregate distributed paradigms | 1980-10-03 |
b932cf4a-746f-45fe-b9b6-a6c4df71019a | exploit 24/7 action-items | 1975-01-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Journalist | 15932.725 | 6 | 6 | 11 | 1 | 27 | 12 | 8.63 | 1.0 | Standard | 1124.16 | 28.410961 | Yes | 13.268054 | 107.331239 | Low_spent_Large_value_payments | 271.373415 | Standard | 335 |
54 | Journalist | 28087.160 | 3 | 2 | 11 | 1 | 15 | 5 | 10.68 | 4.0 | Good | 1447.48 | 26.524262 | NM | 19.584769 | 102.337916 | High_spent_Small_value_payments | 389.536981 | Good | 357 |
52 | Mechanic | 11855.820 | 6 | 6 | 17 | 1 | 13 | 10 | 7.89 | 5.0 | Standard | 735.37 | 33.252435 | Yes | 5.711417 | 80.054233 | Low_spent_Small_value_payments | 298.632850 | Poor | 214 |
33 | Musician | 90701.280 | 1 | 5 | 11 | 0 | 6 | 3 | 8.26 | 5.0 | Good | 270.76 | 26.460439 | No | 0.000000 | 201.992172 | High_spent_Medium_value_payments | 813.451828 | Poor | 267 |
43 | Teacher | 21759.540 | 3 | 4 | 11 | 1 | 16 | 16 | 9.10 | 2.0 | Standard | 1218.27 | 37.705996 | No | 10.444344 | 110.398029 | High_spent_Small_value_payments | 308.487127 | Poor | 284 |
36 | Entrepreneur | 33045.790 | 4 | 3 | 10 | 0 | 1 | 8 | 11.20 | 4.0 | Good | 1243.88 | 31.519467 | No | 0.000000 | 77.449615 | High_spent_Medium_value_payments | 433.731968 | Good | 314 |
30 | Teacher | 32795.940 | 3 | 5 | 1 | 3 | 8 | 10 | 4.57 | 3.0 | Good | 725.14 | 28.526221 | No | 55.291882 | 300.956678 | Low_spent_Small_value_payments | 226.750939 | Good | 274 |
33 | Teacher | 28108.170 | 3 | 4 | 18 | 4 | 30 | 12 | 12.90 | 7.0 | Standard | 597.44 | 24.374148 | Yes | 57.181988 | 0.000000 | High_spent_Medium_value_payments | 409.771592 | Standard | 176 |
29 | Lawyer | 120889.620 | 3 | 6 | 7 | 0 | 25 | 1 | 8.97 | 3.0 | Good | 1204.98 | 38.530262 | No | 0.000000 | 250.612827 | High_spent_Large_value_payments | 999.400673 | Poor | 244 |
55 | Engineer | 61934.520 | 7 | 5 | 15 | 0 | 26 | 9 | 15.31 | 5.0 | Standard | 107.55 | 27.025416 | Yes | 0.000000 | 117.106616 | High_spent_Medium_value_payments | 663.714384 | Standard | 400 |
38 | Media_Manager | 29588.180 | 3 | 4 | 1 | 3 | 9 | 8 | 0.73 | 0.0 | Good | 193.06 | 30.165237 | No | 61.709502 | 222.529428 | Low_spent_Small_value_payments | 233.929237 | Standard | 243 |
42 | Doctor | 42757.810 | 0 | 5 | 3 | 3 | 1 | 6 | 0.00 | 9.0 | Good | 646.98 | 29.213516 | No | 102.809569 | 189.129871 | Low_spent_Medium_value_payments | 343.675644 | Good | 390 |
28 | Lawyer | 15648.785 | 1 | 6 | 2 | 4 | 1 | 7 | 1.99 | 2.0 | Good | 133.99 | 25.829794 | No | 40.582582 | 75.413393 | Low_spent_Medium_value_payments | 287.010567 | Poor | 228 |
48 | Media_Manager | 31086.420 | 5 | 6 | 11 | 0 | 25 | 0 | 2.07 | 5.0 | Good | 1057.47 | 25.494394 | No | 0.000000 | 142.169571 | Low_spent_Large_value_payments | 381.283929 | Standard | 250 |
45 | Entrepreneur | 63306.540 | 4 | 5 | 19 | 3 | 11 | 9 | 1.09 | 2.0 | Standard | 1203.19 | 31.111932 | No | 85.611125 | 143.306263 | High_spent_Medium_value_payments | 547.137112 | Standard | 333 |
23 | Scientist | 138395.000 | 4 | 5 | 15 | 1 | 7 | 15 | 8.38 | 8.0 | Standard | 596.86 | 33.194165 | Yes | 103.568359 | 271.864707 | High_spent_Large_value_payments | 1026.558600 | Standard | 88 |
44 | Doctor | 71015.070 | 7 | 7 | 8 | 4 | 9 | 11 | 10.16 | 4.0 | Standard | 1244.36 | 26.143502 | Yes | 139.278364 | 138.589314 | High_spent_Large_value_payments | 548.824571 | Standard | 346 |
26 | Mechanic | 12975.960 | 8 | 5 | 16 | 1 | 14 | 10 | 2.93 | 4.0 | Standard | 531.08 | 38.576795 | NM | 5.766276 | 76.997731 | Low_spent_Small_value_payments | 310.868993 | Standard | 313 |
39 | Manager | 56313.960 | 4 | 5 | 8 | 2 | 9 | 11 | 7.88 | 1.0 | Good | 1333.22 | 26.238590 | No | 75.002217 | 107.210272 | High_spent_Medium_value_payments | 553.870510 | Good | 329 |
19 | Journalist | 23265.780 | 7 | 4 | 16 | 2 | 5 | 8 | 18.24 | 0.0 | Standard | 1092.14 | 34.929340 | Yes | 28.838541 | 0.000000 | High_spent_Medium_value_payments | 399.411730 | Standard | 215 |
20 | Engineer | 35295.070 | 1 | 6 | 7 | 4 | 10 | 9 | 0.57 | 2.0 | Good | 1088.70 | 25.461147 | No | 112.620776 | 301.113448 | Low_spent_Small_value_payments | 143.791359 | Standard | 361 |
46 | Accountant | 103316.760 | 4 | 4 | 4 | 3 | 21 | 6 | 14.58 | 1.0 | Good | 609.13 | 37.923766 | No | 198.939566 | 679.788815 | Low_spent_Large_value_payments | 238.644618 | Poor | 236 |
51 | Entrepreneur | 31151.460 | 0 | 3 | 9 | 3 | 7 | 4 | 10.47 | 4.0 | Good | 62.17 | 27.491013 | No | 42.494853 | 57.961577 | High_spent_Medium_value_payments | 397.539070 | Standard | 188 |
27 | Architect | 10667.730 | 7 | 6 | 18 | 2 | 14 | 7 | 14.32 | 2.0 | Standard | 556.11 | 23.583022 | NM | 16.305810 | 90.996150 | Low_spent_Small_value_payments | 285.495790 | Standard | 299 |
47 | Developer | 113192.680 | 3 | 7 | 3 | 0 | 0 | 2 | 6.15 | 2.0 | Good | 1179.64 | 40.204174 | No | 0.000000 | 491.752777 | Low_spent_Small_value_payments | 735.919556 | Poor | 228 |
40 | Developer | 60515.320 | 7 | 6 | 5 | 1 | 7 | 8 | 3.35 | 7.0 | Good | 1357.57 | 37.881324 | No | 34.489545 | 193.173017 | Low_spent_Medium_value_payments | 567.231771 | Good | 358 |
52 | Teacher | 143853.080 | 8 | 5 | 6 | 0 | 12 | 10 | 7.76 | 1.0 | Standard | 782.93 | 35.261529 | No | 0.000000 | 215.837039 | High_spent_Large_value_payments | 1201.738628 | Standard | 210 |
53 | Manager | 11967.245 | 8 | 6 | 15 | 3 | 9 | 8 | 16.54 | 4.0 | Standard | 1301.16 | 27.270069 | Yes | 18.480988 | 0.000000 | Low_spent_Small_value_payments | 295.018980 | Standard | 0 |
22 | Entrepreneur | 93293.130 | 4 | 5 | 2 | 4 | 12 | 11 | 6.27 | 4.0 | Good | 1448.60 | 43.331962 | No | 156.212399 | 157.004056 | High_spent_Large_value_payments | 707.526295 | Good | 296 |
24 | Manager | 88346.480 | 4 | 3 | 18 | 1 | 9 | 15 | 18.31 | 0.0 | Standard | 1392.71 | 39.644389 | NM | 46.659914 | 564.150510 | Low_spent_Large_value_payments | 388.110243 | Standard | 275 |
36 | Engineer | 137672.120 | 6 | 7 | 7 | 2 | 19 | 8 | 18.20 | 7.0 | Standard | 43.56 | 35.195810 | Yes | 169.555315 | 0.000000 | High_spent_Large_value_payments | 935.141377 | Standard | 369 |
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