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ID | Описание | Дата |
---|---|---|
0666dd5e-a999-4948-8265-4e79ac9e6906 | repurpose innovative schemas | 1986-07-12 |
4908c8c1-2a90-4419-bdae-51e40217cfe0 | monetize revolutionary e-tailers | 1993-09-14 |
d9d7b2f0-471d-4c40-984b-906717d01b13 | engage value-added supply-chains | 1979-01-06 |
5295b43c-690f-4f1f-891a-9f7afb43690f | embrace front-end paradigms | 1993-08-23 |
d4540b63-cf2f-4be9-91f9-65f0fc6d7baa | engage seamless solutions | 1973-09-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Accountant | 31069.320 | 2 | 3 | 12 | 2 | 14 | 2 | 5.78 | 2.0 | Good | 343.60 | 32.998680 | No | 34.168604 | 190.574850 | Low_spent_Small_value_payments | 301.367546 | Good | 228 |
34 | Manager | 87932.960 | 4 | 3 | 4 | 2 | 13 | 11 | 10.70 | 1.0 | Good | 649.70 | 33.997721 | No | 117.415282 | 235.958958 | Low_spent_Large_value_payments | 637.300427 | Good | 0 |
42 | Architect | 132861.600 | 5 | 7 | 20 | 1 | 26 | 0 | 14.35 | 8.0 | Standard | 1055.32 | 38.579312 | Yes | 66.603729 | 755.776652 | Low_spent_Large_value_payments | 571.999619 | Standard | 189 |
21 | Engineer | 15652.990 | 1 | 5 | 5 | 1 | 10 | 8 | 5.86 | 2.0 | Good | 37.63 | 31.843509 | No | 10.822469 | 64.746446 | Low_spent_Small_value_payments | 346.272668 | Good | 362 |
26 | Media_Manager | 59458.290 | 8 | 5 | 13 | 1 | 27 | 22 | 13.62 | 1.0 | Standard | 1114.52 | 38.408109 | Yes | 26.333037 | 497.565805 | Low_spent_Small_value_payments | 235.386908 | Standard | 0 |
24 | Teacher | 58704.260 | 6 | 3 | 8 | 1 | 18 | 15 | 4.32 | 0.0 | Standard | 244.69 | 30.135683 | Yes | 38.323346 | 659.209992 | Low_spent_Small_value_payments | 86.468829 | Standard | 298 |
52 | Entrepreneur | 147517.360 | 3 | 5 | 16 | 1 | 11 | 20 | 4.79 | 6.0 | Standard | 325.89 | 30.166102 | No | 71.339076 | 477.622143 | Low_spent_Large_value_payments | 972.350115 | Good | 385 |
33 | Scientist | 68090.850 | 7 | 4 | 20 | 1 | 5 | 13 | 2.43 | 4.0 | Standard | 791.78 | 24.115771 | No | 31.245931 | 728.388592 | Low_spent_Small_value_payments | 102.089226 | Standard | 272 |
23 | Manager | 78426.520 | 8 | 4 | 9 | 0 | 17 | 12 | 3.66 | 2.0 | Standard | 1221.49 | 31.851025 | Yes | 0.000000 | 482.147469 | Low_spent_Large_value_payments | 426.206864 | Standard | 183 |
34 | Media_Manager | 167883.840 | 5 | 6 | 3 | 1 | 10 | 4 | 4.72 | 1.0 | Good | 948.18 | 36.065520 | No | 86.951681 | 278.361205 | High_spent_Medium_value_payments | 1283.719114 | Standard | 364 |
44 | Entrepreneur | 41015.310 | 3 | 2 | 1 | 2 | 3 | 10 | 10.32 | 2.0 | Good | 1432.22 | 32.962745 | No | 41.535468 | 39.716421 | High_spent_Medium_value_payments | 527.342361 | Good | 286 |
43 | Lawyer | 92200.680 | 2 | 6 | 1 | 1 | 26 | 5 | 4.67 | 3.0 | Good | 936.63 | 34.509092 | NM | 52.433667 | 0.000000 | High_spent_Medium_value_payments | 836.412451 | Poor | 335 |
40 | Teacher | 130435.860 | 4 | 6 | 9 | 2 | 16 | 2230 | 10.85 | 0.0 | Good | 942.71 | 27.235578 | No | 188.186133 | 334.417802 | High_spent_Medium_value_payments | 789.761565 | Poor | 354 |
53 | Scientist | 94187.250 | 4 | 5 | 4 | 1 | 4 | 9 | 4.99 | 5.0 | Good | 1154.51 | 33.363410 | No | 41.727583 | 901.865607 | Low_spent_Small_value_payments | 116.100559 | Good | 245 |
46 | Developer | 21426.070 | 5 | 7 | 16 | 7 | 29 | 19 | 13.79 | 7.0 | Standard | 1024.27 | 29.087753 | Yes | 117.266787 | 68.093400 | High_spent_Small_value_payments | 225.790397 | Standard | 185 |
42 | Architect | 77245.470 | 3 | 6 | 18 | 3 | 30 | 0 | 13.53 | 5.0 | Standard | 1251.67 | 40.312913 | Yes | 119.467164 | 91.507167 | High_spent_Medium_value_payments | 706.137919 | Standard | 279 |
18 | Architect | 114614.880 | 6 | 6 | 9 | 3 | 5 | 12 | 9.06 | 1.0 | Standard | 1379.67 | 29.782580 | NM | 180.910723 | 78.037519 | High_spent_Large_value_payments | 917.975758 | Poor | 333 |
42 | Media_Manager | 11603.810 | 6 | 7 | 12 | 2 | 24 | 15 | 7.40 | 4.0 | Good | 10.55 | 35.590283 | No | 15.042669 | 53.992513 | Low_spent_Small_value_payments | 311.063235 | Good | 241 |
24 | Developer | 88918.540 | 4 | 4 | 11 | 2 | 19 | 8 | 1.24 | 1.0 | Good | 1194.53 | 38.821890 | No | 110.417655 | 98.345971 | High_spent_Large_value_payments | 797.024207 | Poor | 293 |
45 | Entrepreneur | 15685.095 | 3 | 7 | 7 | 0 | 12 | 16 | 3.93 | 5.0 | Standard | 350.98 | 27.424314 | No | 0.000000 | 16.599489 | High_spent_Large_value_payments | 356.209636 | Good | 398 |
45 | Writer | 77672.340 | 3 | 1 | 2 | 3 | 10 | 4 | 6.76 | 1.0 | Good | 813.20 | 34.116370 | No | 139.071777 | 88.082744 | High_spent_Large_value_payments | 689.514979 | Standard | 0 |
25 | Architect | 141477.560 | 2 | 1 | 3 | 1 | 11 | 11 | 1.39 | 2.0 | Good | 202.48 | 41.751257 | No | 66.259119 | 108.591414 | High_spent_Large_value_payments | 1266.429134 | Good | 183 |
52 | Journalist | 47165.440 | 8 | 4 | 7 | 0 | 31 | 13 | 8.76 | 5.0 | Standard | 248.98 | 26.602165 | No | 0.000000 | 216.238788 | Low_spent_Small_value_payments | 452.006546 | Standard | 330 |
48 | Accountant | 136179.040 | 7 | 6 | 16 | 1 | 23 | 14 | 4.28 | 8.0 | Standard | 556.85 | 42.678038 | No | 69.411538 | 402.196700 | High_spent_Medium_value_payments | 910.817095 | Standard | 315 |
43 | Writer | 21719.560 | 6 | 6 | 9 | 1 | 12 | 15 | 15.96 | 9.0 | Standard | 717.44 | 27.845406 | NM | 9.247225 | 206.854023 | Low_spent_Small_value_payments | 260.795085 | Standard | 350 |
51 | Lawyer | 136738.560 | 0 | 6 | 11 | 0 | 14 | 10 | 1.14 | 0.0 | Good | 482.99 | 38.459716 | No | 0.000000 | 382.663842 | Low_spent_Medium_value_payments | 1029.824158 | Standard | 304 |
30 | Teacher | 14239.410 | 5 | 3 | 7 | 2 | 16 | 15 | 17.01 | 10.0 | Standard | 55.46 | 38.745831 | NM | 18.467494 | 28.065886 | High_spent_Small_value_payments | 339.028370 | Standard | 163 |
49 | Mechanic | 61085.500 | 8 | 5 | 8 | 3 | 9 | 12 | 11.95 | 4.0 | Good | 293.01 | 34.352911 | No | 98.807926 | 264.332247 | High_spent_Small_value_payments | 381.105660 | Standard | 286 |
22 | Mechanic | 87692.850 | 4 | 6 | 10 | 4 | 25 | 5 | 6.21 | 0.0 | Good | 1352.22 | 37.316409 | NM | 188.410929 | 722.660266 | Low_spent_Medium_value_payments | 83.102555 | Poor | 290 |
43 | Accountant | 59907.780 | 5 | 3 | 12 | 2 | 23 | 16 | 11.23 | 0.0 | Standard | 719.35 | 26.741405 | No | 67.258115 | 153.225112 | High_spent_Medium_value_payments | 514.648273 | Standard | 357 |
33 | Lawyer | 38011.720 | 6 | 5 | 8 | 4 | 29 | 0 | 19.04 | 7.0 | Standard | 1477.54 | 31.978589 | Yes | 95.231285 | 52.759195 | High_spent_Large_value_payments | 404.773854 | Standard | 81 |
26 | Doctor | 35793.970 | 5 | 6 | 8 | 4 | 15 | 11 | 7.92 | 0.0 | Good | 82.15 | 34.962201 | No | 113.833391 | 66.289412 | High_spent_Small_value_payments | 359.860281 | Standard | 279 |
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