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ID | Описание | Дата |
---|---|---|
eaf54637-a6e7-48a6-b608-605df13219c2 | repurpose cutting-edge deliverables | 2014-01-20 |
d30f20d0-ee27-4574-ad43-df03f6fb5f64 | aggregate 24/7 e-commerce | 1971-07-08 |
d5e59993-1f25-4dfd-8271-ae4aba70a9ef | drive user-centric metrics | 2000-06-05 |
77363694-ae2c-48a1-b9d1-8343f38482bb | redefine killer metrics | 1999-12-20 |
a805fef9-29f8-4fb9-a07b-1344f86a52e0 | architect virtual portals | 2005-02-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28 | Teacher | 34847.840 | 2 | 4 | 6 | 1 | 3 | 4 | 5.42 | 2.0 | Good | 605.03 | 31.131702 | NM | 18.816215 | 70.101774 | High_spent_Medium_value_payments | 464.880678 | Good | 325 |
54 | Manager | 11631.405 | 4 | 7 | 8 | 4 | 23 | 0 | 1.57 | 3.0 | Good | 165.88 | 30.184608 | No | 32.057963 | 115.057931 | Low_spent_Small_value_payments | 228.712482 | Good | 379 |
26 | Lawyer | 121948.800 | 7 | 3 | 7 | 2 | 26 | 16 | 13.56 | 5.0 | Standard | 514.91 | 25.627143 | Yes | 193.537726 | 0.000000 | Low_spent_Small_value_payments | 0.000000 | Standard | 231 |
38 | Scientist | 41176.490 | 0 | 4 | 11 | 2 | 4 | 4 | 1.50 | 5.0 | Good | 46.05 | 27.846979 | No | 52.521590 | 167.415793 | Low_spent_Medium_value_payments | 402.800034 | Standard | 254 |
41 | Doctor | 22694.460 | 3 | 3 | 19 | 2 | 10 | 10 | 2.59 | 4.0 | Standard | 679.10 | 28.519413 | No | 29.751745 | 54.872634 | High_spent_Medium_value_payments | 359.496121 | Standard | 215 |
24 | Writer | 40105.030 | 2 | 6 | 4 | 1 | 3 | 4 | 6.55 | 3.0 | Good | 618.37 | 25.457319 | NM | 17.861333 | 135.571113 | Low_spent_Medium_value_payments | 478.076137 | Standard | 324 |
19 | Accountant | 53587.860 | 6 | 6 | 18 | 3 | 28 | 12 | 10.99 | 6.0 | Standard | 636.73 | 40.507868 | NM | 124.915143 | 97.792927 | High_spent_Medium_value_payments | 447.057430 | Standard | 0 |
24 | Doctor | 42122.280 | 2 | 6 | 5 | 2 | 1 | 3 | 0.53 | 4.0 | Good | 775.54 | 25.152023 | No | 61.362803 | 430.444699 | Low_spent_Small_value_payments | 119.311498 | Standard | 229 |
55 | Media_Manager | 12975.450 | 3 | 6 | 15 | 0 | 6 | 1996 | 15.91 | 4.0 | Standard | 566.98 | 38.252308 | Yes | 0.000000 | 39.009134 | Low_spent_Medium_value_payments | 362.819616 | Standard | 314 |
32 | Journalist | 34947.630 | 3 | 7 | 20 | 4 | 7 | 8 | 2.49 | 3.0 | Standard | 936.29 | 29.404177 | No | 77.862907 | 141.981861 | High_spent_Small_value_payments | 342.385483 | Standard | 197 |
27 | Manager | 33684.420 | 6 | 9 | 18 | 5 | 52 | 17 | 16.82 | 10.0 | Bad | 1329.97 | 24.086877 | NM | 116.417939 | 46.556430 | High_spent_Medium_value_payments | 366.229132 | Poor | 154 |
20 | Entrepreneur | 102137.100 | 5 | 5 | 8 | 0 | 20 | 20 | 1.15 | 3.0 | Good | 401.69 | 34.912105 | No | 0.000000 | 403.593068 | Low_spent_Small_value_payments | 765.949432 | Poor | 339 |
20 | Writer | 42373.700 | 0 | 6 | 4 | 3 | 8 | 3 | 10.84 | 2.0 | Good | 1391.50 | 25.554441 | No | 88.860301 | 0.000000 | Low_spent_Large_value_payments | 395.645009 | Standard | 342 |
40 | Media_Manager | 35865.450 | 6 | 5 | 7 | 0 | 5 | 10 | 3.27 | 7.0 | Standard | 1270.06 | 33.339921 | No | 0.000000 | 266.166557 | Low_spent_Small_value_payments | 296.512193 | Standard | 220 |
42 | Lawyer | 42708.160 | 0 | 4 | 9 | 2 | 3 | 0 | 6.67 | 4.0 | Good | 1314.73 | 29.835728 | No | 55.487641 | 301.525272 | Low_spent_Medium_value_payments | 282.488420 | Good | 305 |
25 | Musician | 118124.480 | 3 | 3 | 5 | 1 | 17 | 13 | 6.79 | 0.0 | Good | 86.51 | 26.729820 | No | 73.260548 | 756.917311 | Low_spent_Medium_value_payments | 405.792807 | Poor | 208 |
39 | Musician | 17815.585 | 8 | 6 | 18 | 1 | 25 | 14 | 14.18 | 10.0 | Standard | 982.63 | 25.521230 | Yes | 13.346552 | 47.070873 | Low_spent_Medium_value_payments | 362.345784 | Standard | 370 |
53 | Doctor | 113196.540 | 2 | 3 | 10 | 0 | 15 | 0 | 3.43 | 3.0 | Good | 305.03 | 40.617876 | No | 0.000000 | 262.154065 | High_spent_Medium_value_payments | 955.050435 | Good | 0 |
46 | Accountant | 167258.040 | 5 | 2 | 12 | 0 | 13 | 3 | 10.72 | 2.0 | Good | 476.64 | 38.880074 | No | 0.000000 | 231.890496 | High_spent_Large_value_payments | 1428.126504 | Standard | 319 |
30 | Manager | 31788.050 | 2 | 4 | 5 | 0 | 7 | 10 | 0.76 | 4.0 | Good | 1418.23 | 34.791186 | No | 0.000000 | 331.073277 | Low_spent_Small_value_payments | 238.127139 | Standard | 371 |
53 | Accountant | 56751.720 | 7 | 6 | 19 | 4 | 11 | 20 | 4.00 | 0.0 | Standard | 768.79 | 37.963328 | No | 121.445792 | 129.645355 | High_spent_Medium_value_payments | 456.139853 | Standard | 0 |
20 | Engineer | 67092.510 | 4 | 4 | 17 | 1 | 8 | 8 | 5.43 | 8.0 | Standard | 846.08 | 40.985070 | No | 53.479699 | 45.763252 | High_spent_Large_value_payments | 717.461298 | Standard | 359 |
32 | Teacher | 66949.680 | 5 | 1 | 10 | 2 | 8 | 8 | 4.72 | 9.0 | Good | 421.54 | 27.480790 | No | 59.372147 | 145.044681 | High_spent_Medium_value_payments | 625.797172 | Good | 317 |
40 | Entrepreneur | 33694.790 | 8 | 3 | 20 | 3 | 10 | 16 | 4.82 | 1.0 | Standard | 472.42 | 33.376026 | No | 65.812739 | 230.751716 | Low_spent_Small_value_payments | 293.425461 | Standard | 188 |
18 | Media_Manager | 11755.910 | 7 | 7 | 11 | 0 | 28 | 12 | 5.22 | 3.0 | Standard | 1466.56 | 26.696303 | Yes | 0.000000 | 26.844721 | Low_spent_Small_value_payments | 334.221196 | Standard | 391 |
35 | Musician | 28810.710 | 7 | 3 | 10 | 1 | 10 | 12 | 14.03 | 7.0 | Standard | 454.58 | 34.338218 | Yes | 20.768033 | 0.000000 | High_spent_Large_value_payments | 420.257503 | Standard | 0 |
31 | Lawyer | 37896.710 | 5 | 5 | 3 | 3 | 17 | 2 | 11.78 | 8.0 | Good | 657.12 | 32.656648 | No | 86.029486 | 0.000000 | Low_spent_Small_value_payments | 326.654072 | Poor | 362 |
39 | Teacher | 30178.340 | 0 | 4 | 5 | 0 | 6 | 4 | 0.33 | 6.0 | Good | 283.84 | 36.195671 | No | 0.000000 | 120.955429 | High_spent_Small_value_payments | 394.830738 | Standard | 387 |
52 | Musician | 104088.510 | 1 | 7 | 7 | 3 | 15 | 12 | 10.54 | 6.0 | Good | 515.63 | 25.109443 | No | 196.504483 | 593.781375 | Low_spent_Large_value_payments | 364.418392 | Good | 282 |
45 | Journalist | 27226.380 | 4 | 5 | 11 | 2 | 8 | 18 | 7.07 | 2.0 | Good | 1153.62 | 37.954468 | No | 42.851081 | 246.253576 | Low_spent_Small_value_payments | 234.181843 | Good | 300 |
30 | Architect | 8845.965 | 7 | 10 | 26 | 5 | 40 | 25 | 1.33 | 6.0 | Bad | 1422.97 | 29.224687 | Yes | 33.948744 | 95.785294 | Low_spent_Small_value_payments | 244.882338 | Poor | 196 |
26 | Engineer | 26178.220 | 5 | 5 | 7 | 7 | 25 | 13 | 8.36 | 4.0 | Standard | 834.87 | 34.795091 | Yes | 95.037229 | 130.019859 | Low_spent_Small_value_payments | 286.094746 | Poor | 224 |
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