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ID | Описание | Дата |
---|---|---|
fff8e7f4-8c79-44a8-ade0-92cded46cb97 | synergize clicks-and-mortar supply-chains | 1993-07-02 |
778b6095-7116-47f5-a21e-503108a7e51c | grow killer markets | 1975-05-05 |
be2b6bb3-e46f-444d-9ce4-a012a6e15245 | synthesize interactive e-markets | 2014-10-10 |
7a3855ce-b8dd-4aa9-925c-b22a3fea674b | revolutionize cutting-edge mindshare | 2012-07-01 |
45f4539f-8213-4396-80b1-7ea3e25edae7 | disintermediate cross-media metrics | 1978-07-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Entrepreneur | 36822.290 | 8 | 7 | 6 | 4 | 14 | 19 | 5.79 | 4.0 | Standard | 125.25 | 23.336745 | No | 95.800713 | 259.790804 | Low_spent_Large_value_payments | 227.660899 | Standard | 297 |
24 | Writer | 16198.305 | 4 | 7 | 4 | 2 | 12 | 5 | 11.90 | 0.0 | Good | 1439.09 | 31.429746 | No | 14.350146 | 38.663735 | Low_spent_Small_value_payments | 345.971994 | Standard | 372 |
27 | Engineer | 17450.000 | 8 | 3 | 8 | 3 | 16 | 0 | 13.57 | 6.0 | Standard | 1491.56 | 31.035343 | Yes | 38.578930 | 43.964616 | Low_spent_Medium_value_payments | 355.673121 | Poor | 197 |
45 | Developer | 43742.010 | 2 | 6 | 12 | 0 | 11 | 11 | 6.69 | 2.0 | Good | 59.06 | 32.611312 | No | 0.000000 | 196.217148 | High_spent_Small_value_payments | 442.999602 | Standard | 212 |
24 | Writer | 24131.570 | 7 | 7 | 13 | 2 | 18 | 8 | 1.51 | 0.0 | Standard | 1246.66 | 31.531175 | No | 38.599644 | 87.646753 | High_spent_Small_value_payments | 348.250020 | Standard | 0 |
30 | Architect | 14012.055 | 4 | 6 | 14 | 3 | 30 | 9 | 0.80 | 0.0 | Standard | 702.16 | 28.425007 | No | 29.837981 | 87.657107 | Low_spent_Small_value_payments | 318.972036 | Standard | 0 |
49 | Mechanic | 32260.970 | 1 | 4 | 2 | 3 | 13 | 7 | 4.70 | 4.0 | Good | 1016.08 | 32.811829 | NM | 190.493699 | 93.819915 | Low_spent_Large_value_payments | 341.938417 | Good | 382 |
39 | Musician | 34114.430 | 4 | 3 | 5 | 4 | 6 | 11 | 8.32 | 4.0 | Good | 870.99 | 36.037315 | No | 80.102170 | 125.301500 | High_spent_Small_value_payments | 340.483247 | Good | 230 |
42 | Doctor | 17063.595 | 7 | 7 | 16 | 0 | 13 | 14 | 18.53 | 2.0 | Standard | 486.79 | 40.083015 | Yes | 0.000000 | 153.365928 | Low_spent_Small_value_payments | 293.830697 | Standard | 0 |
30 | Teacher | 31751.780 | 7 | 3 | 11 | 0 | 28 | 13 | 0.61 | 4.0 | Standard | 581.67 | 38.212692 | No | 0.000000 | 170.565990 | High_spent_Small_value_payments | 360.732177 | Poor | 304 |
29 | Writer | 70205.020 | 0 | 4 | 2 | 0 | 8 | 5 | 1.37 | 5.0 | Good | 145.04 | 32.513131 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 721.401177 | Good | 391 |
37 | Developer | 104653.620 | 0 | 2 | 5 | 4 | 10 | 9 | 0.61 | 1.0 | Good | 1221.03 | 37.510388 | No | 198.374695 | 176.555209 | High_spent_Medium_value_payments | 775.483596 | Standard | 226 |
54 | Doctor | 61236.860 | 3 | 2 | 8 | 1 | 5 | 6 | 5.13 | 6.0 | Good | 1460.07 | 37.103610 | NM | 32.216506 | 64.678460 | High_spent_Medium_value_payments | 668.212201 | Good | 310 |
28 | Accountant | 158952.840 | 5 | 5 | 2 | 1 | 3 | 8 | 4.03 | 4.0 | Good | 829.69 | 40.357643 | No | 87.446663 | 281.312694 | High_spent_Small_value_payments | 1196.847643 | Standard | 281 |
29 | Engineer | 129800.320 | 8 | 6 | 20 | 1 | 9 | 8 | 11.00 | 1.0 | Standard | 358.85 | 33.653832 | No | 105.717316 | 852.082519 | Low_spent_Medium_value_payments | 432.669499 | Standard | 289 |
45 | Developer | 8071.240 | 7 | 5 | 21 | 9 | 49 | 23 | 7.86 | 12.0 | Bad | 1311.23 | 27.955119 | Yes | 45.681562 | 30.363782 | Low_spent_Small_value_payments | 263.314989 | Poor | 155 |
30 | Accountant | 21663.610 | 4 | 5 | 8 | 2 | 12 | 10 | 11.64 | 4.0 | Good | 549.88 | 29.102589 | No | 32.716161 | 22.364037 | High_spent_Medium_value_payments | 360.549885 | Good | 389 |
26 | Writer | 47456.320 | 7 | 3 | 10 | 4 | 16 | 17 | 9.17 | 0.0 | Standard | 45.94 | 26.895286 | Yes | 112.733667 | 115.984621 | High_spent_Small_value_payments | 432.051045 | Standard | 242 |
24 | Manager | 61016.880 | 4 | 3 | 3 | 1 | 5 | 11 | 11.01 | 6.0 | Good | 988.23 | 39.164729 | No | 49.723015 | 105.485563 | High_spent_Large_value_payments | 593.865422 | Good | 384 |
53 | Architect | 100555.860 | 6 | 6 | 5 | 0 | 14 | 9 | 7.78 | 2.0 | Standard | 552.69 | 39.455625 | NM | 0.000000 | 634.088889 | Low_spent_Medium_value_payments | 459.276611 | Standard | 193 |
36 | Musician | 72307.320 | 8 | 4 | 9 | 3 | 18 | 17 | 15.34 | 6.0 | Standard | 1180.91 | 23.024083 | Yes | 152.965531 | 578.334206 | Low_spent_Medium_value_payments | 124.161263 | Standard | 202 |
32 | Lawyer | 106949.490 | 3 | 5 | 1 | 0 | 23 | 0 | 10.04 | 0.0 | Good | 869.45 | 42.835460 | No | 0.000000 | 140.468187 | High_spent_Large_value_payments | 998.377563 | Standard | 198 |
28 | Journalist | 115614.270 | 3 | 4 | 5 | 0 | 8 | 4 | 11.46 | 2.0 | Good | 1426.43 | 42.371000 | NM | 0.000000 | 188.961220 | High_spent_Large_value_payments | 995.391030 | Good | 278 |
38 | Entrepreneur | 20378.795 | 3 | 5 | 2 | 4 | 2 | 5 | 0.85 | 3.0 | Good | 1438.90 | 28.914216 | No | 50.095855 | 96.304383 | Low_spent_Small_value_payments | 286.423053 | Standard | 193 |
41 | Writer | 135478.360 | 4 | 6 | 3 | 1 | 13 | 0 | 3.91 | 3.0 | Standard | 845.47 | 30.293271 | No | 71.201994 | 775.138633 | High_spent_Small_value_payments | 551.745706 | Standard | 200 |
28 | Lawyer | 40633.860 | 5 | 7 | 13 | 1 | 15 | 9 | 7.68 | 4.0 | Standard | 628.11 | 30.430914 | No | 19.132696 | 144.551111 | High_spent_Medium_value_payments | 443.531693 | Standard | 276 |
45 | Media_Manager | 33929.890 | 3 | 5 | 17 | 4 | 26 | 10 | 5.40 | 4.0 | Standard | 1219.04 | 32.788921 | No | 89.779633 | 52.245497 | High_spent_Large_value_payments | 362.923953 | Standard | 294 |
26 | Mechanic | 18228.535 | 0 | 3 | 2 | 4 | 2 | 0 | 7.35 | 4.0 | Good | 157.78 | 38.717224 | No | 54.007026 | 182.470701 | Low_spent_Small_value_payments | 193.726731 | Good | 250 |
42 | Mechanic | 132427.860 | 1 | 5 | 5 | 2 | 1 | 5 | 2.85 | 2.0 | Good | 1331.57 | 27.768067 | NM | 164.610510 | 211.804076 | High_spent_Small_value_payments | 971.350914 | Standard | 373 |
46 | Teacher | 22308.010 | 5 | 3 | 6 | 3 | 16 | 9 | 13.02 | 4.0 | Standard | 1228.86 | 31.523461 | Yes | 50.810848 | 132.251875 | Low_spent_Large_value_payments | 246.237361 | Standard | 343 |
17 | Scientist | 30410.330 | 8 | 3 | 5 | 2 | 25 | 20 | 11.50 | 11.0 | Standard | 808.55 | 37.963112 | Yes | 46.089819 | 18.209466 | High_spent_Large_value_payments | 430.720132 | Poor | 141 |
34 | Engineer | 69932.080 | 5 | 1 | 7 | 0 | 14 | 5 | 9.25 | 2.0 | Good | 109.20 | 36.454261 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 338.925751 | Good | 290 |
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