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ID | Описание | Дата |
---|---|---|
86406e44-483a-4fa9-8f86-21fe3a1e7154 | engineer scalable ROI | 1997-07-02 |
cbb9f832-ea25-42c9-b29f-24e47e72f2de | cultivate clicks-and-mortar web-readiness | 1998-03-02 |
1c849e68-c85b-44f3-8725-ee4f421d549e | architect innovative bandwidth | 2011-10-17 |
114b8a92-3ffd-45ed-b18c-115f7b4e53fb | facilitate value-added experiences | 1996-09-22 |
495b3dad-20e1-4263-92a2-7d845a02cf05 | morph out-of-the-box action-items | 1991-08-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Teacher | 94454.100 | 1 | 4 | 5 | 3 | 9 | 0 | 1.63 | 4.0 | Good | 1342.61 | 41.411810 | No | 152.506895 | 136.040293 | High_spent_Large_value_payments | 761.670312 | Good | 358 |
30 | Architect | 29695.580 | 8 | 3 | 3 | 0 | 5 | 0 | 7.46 | 3.0 | Good | 133.56 | 27.220805 | No | 0.000000 | 100.853181 | High_spent_Small_value_payments | 419.309985 | Good | 287 |
42 | Lawyer | 36151.310 | 1 | 3 | 12 | 3 | 2 | 6 | 2.50 | 3.0 | Good | 563.28 | 29.659182 | No | 54.787974 | 195.572220 | Low_spent_Small_value_payments | 326.500723 | Standard | 278 |
33 | Manager | 89424.900 | 5 | 5 | 4 | 4 | 21 | 10 | 5.12 | 4.0 | Good | 839.10 | 36.801441 | No | 153.225528 | 316.556752 | Low_spent_Small_value_payments | 581.725219 | Poor | 309 |
22 | Writer | 50340.140 | 7 | 4 | 15 | 1 | 29 | 18 | 16.25 | 7.0 | Standard | 464.51 | 23.520491 | No | 33.187394 | 458.021854 | Low_spent_Small_value_payments | 227.191919 | Standard | 299 |
55 | Writer | 178793.920 | 1 | 1 | 11 | 0 | 14 | 7 | 9.72 | 2.0 | Good | 1015.37 | 35.315892 | No | 0.000000 | 375.818935 | Low_spent_Large_value_payments | 1358.430399 | Good | 257 |
28 | Mechanic | 65397.500 | 6 | 6 | 18 | 0 | 12 | 12 | 3.76 | 7.0 | Standard | 1392.76 | 34.248416 | Yes | 0.000000 | 117.302664 | High_spent_Large_value_payments | 651.476502 | Standard | 377 |
40 | Entrepreneur | 63461.280 | 3 | 4 | 6 | 4 | 6 | 15 | 12.39 | 6.0 | Standard | 1266.31 | 26.735249 | Yes | 176.636965 | 207.810660 | High_spent_Medium_value_payments | 376.496374 | Standard | 142 |
32 | Doctor | 26992.210 | 8 | 4 | 3 | 3 | 21 | 11 | 10.11 | 4.0 | Good | 865.86 | 37.867638 | No | 45.000319 | 222.071968 | Low_spent_Medium_value_payments | 231.062796 | Standard | 302 |
20 | Journalist | 64514.310 | 7 | 6 | 14 | 3 | 29 | 8 | 12.88 | 8.0 | Standard | 374.51 | 39.716678 | NM | 98.003319 | 233.643238 | High_spent_Small_value_payments | 463.672693 | Standard | 214 |
49 | Media_Manager | 31781.220 | 2 | 5 | 12 | 0 | 10 | 9 | 0.83 | 0.0 | Good | 74.59 | 32.089197 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 413.774755 | Standard | 0 |
42 | Developer | 21336.900 | 3 | 5 | 6 | 1 | 17 | 18 | 17.75 | 7.0 | Standard | 1338.82 | 34.351833 | Yes | 11.230332 | 0.000000 | Low_spent_Small_value_payments | 345.382373 | Standard | 125 |
54 | Journalist | 28867.010 | 2 | 3 | 3 | 0 | 32 | 0 | 0.78 | 1.0 | Good | 51.54 | 39.428758 | No | 0.000000 | 111.716508 | Low_spent_Small_value_payments | 447.541909 | Poor | 231 |
30 | Musician | 10300.895 | 3 | 7 | 17 | 2 | 5 | 9 | 2.08 | 2.0 | Standard | 833.93 | 29.925824 | No | 15.100571 | 30.465283 | Low_spent_Medium_value_payments | 303.974937 | Standard | 250 |
24 | Entrepreneur | 41153.900 | 5 | 3 | 10 | 2 | 11 | 8 | 8.24 | 4.0 | Good | 852.74 | 39.164269 | No | 42.985603 | 116.348598 | Low_spent_Large_value_payments | 442.914965 | Good | 318 |
37 | Writer | 19740.040 | 4 | 6 | 4 | 2 | 3 | 10 | 5.37 | 1.0 | Good | 1149.82 | 38.406572 | No | 26.494780 | 71.371695 | High_spent_Small_value_payments | 339.033859 | Good | 0 |
27 | Teacher | 63484.240 | 5 | 7 | 10 | 2 | 28 | 10 | 11.12 | 6.0 | Good | 295.16 | 39.587521 | NM | 68.142341 | 403.522909 | Low_spent_Medium_value_payments | 324.070083 | Poor | 328 |
21 | Mechanic | 15620.910 | 4 | 6 | 4 | 0 | 7 | 1 | 11.17 | 2.0 | Good | 814.54 | 31.896753 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 275.216659 | Poor | 0 |
44 | Lawyer | 17296.485 | 1 | 3 | 11 | 1 | 3 | 0 | 8.59 | 0.0 | Good | 948.38 | 33.659959 | No | 11.062812 | 65.744677 | Low_spent_Small_value_payments | 381.229886 | Standard | 383 |
52 | Scientist | 34269.740 | 4 | 6 | 3 | 4 | 8 | 8 | 3.31 | 6.0 | Good | 609.77 | 33.443800 | NM | 108.166811 | 121.884369 | High_spent_Small_value_payments | 325.029986 | Good | 255 |
30 | Writer | 36186.850 | 0 | 4 | 12 | 1 | 19 | 10 | 7.21 | 2.0 | Good | 761.58 | 26.526233 | No | 18.309343 | 355.199230 | Low_spent_Small_value_payments | 196.248510 | Standard | 356 |
22 | Teacher | 104849.820 | 4 | 6 | 18 | 0 | 29 | 12 | 0.00 | 1.0 | Standard | 1439.21 | 27.589903 | Yes | 0.000000 | 168.072340 | High_spent_Large_value_payments | 946.376160 | Good | 257 |
49 | Mechanic | 95267.490 | 6 | 5 | 13 | 2 | 17 | 13 | 4.98 | 5.0 | Standard | 586.28 | 36.964577 | No | 113.319527 | 161.037949 | High_spent_Medium_value_payments | 773.138273 | Standard | 294 |
35 | Journalist | 33580.530 | 8 | 7 | 19 | 1 | 18 | 13 | 11.78 | 7.0 | Standard | 517.32 | 28.759154 | No | 26.017419 | 68.584587 | High_spent_Small_value_payments | 432.135743 | Standard | 0 |
44 | Engineer | 27318.320 | 6 | 4 | 7 | 3 | 7 | 11 | 12.45 | 11.0 | Standard | 1370.22 | 33.173043 | Yes | 60.323909 | 68.639026 | High_spent_Medium_value_payments | 336.889731 | Standard | 167 |
24 | Teacher | 25173.400 | 6 | 6 | 12 | 1 | 15 | 4095 | 0.56 | 4.0 | Standard | 1154.86 | 37.908479 | No | 12.705493 | 241.618401 | Low_spent_Small_value_payments | 218.654439 | Good | 342 |
37 | Manager | 35862.370 | 4 | 2 | 7 | 2 | 1 | 4 | 7.74 | 4.0 | Good | 546.87 | 27.966798 | No | 51.645765 | 21.380914 | High_spent_Large_value_payments | 484.226403 | Standard | 200 |
18 | Teacher | 33662.510 | 4 | 4 | 9 | 3 | 25 | 0 | 8.53 | 12.0 | Standard | 1448.30 | 24.558723 | NM | 76.807711 | 84.087484 | High_spent_Medium_value_payments | 389.525722 | Standard | 374 |
26 | Scientist | 53878.980 | 4 | 3 | 5 | 2 | 11 | 18 | 1.49 | 3.0 | Good | 1119.16 | 32.558405 | No | 78.350637 | 205.122751 | Low_spent_Medium_value_payments | 429.418113 | Standard | 218 |
27 | Mechanic | 22609.450 | 6 | 7 | 15 | 3 | 34 | 14 | 8.62 | 3.0 | Standard | 1065.82 | 29.623819 | Yes | 50.767448 | 133.260493 | Low_spent_Large_value_payments | 296.184142 | Standard | 397 |
22 | Musician | 19028.330 | 1 | 7 | 12 | 0 | 0 | 1 | 0.57 | 4.0 | Good | 457.92 | 25.945965 | NM | 0.000000 | 119.154285 | Low_spent_Medium_value_payments | 301.015132 | Standard | 289 |
37 | Doctor | 96048.000 | 3 | 4 | 6 | 2 | 8 | 9 | 7.94 | 1.0 | Good | 875.35 | 32.231862 | No | 156.926470 | 618.669289 | Low_spent_Large_value_payments | 308.304241 | Good | 194 |
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