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ID | Описание | Дата |
---|---|---|
d9677d17-2a5a-414b-8569-c9bdb1148d2a | facilitate value-added methodologies | 1978-06-19 |
342852ae-0ab0-4d11-bbd4-57b82490553a | syndicate next-generation networks | 2001-11-30 |
f2983751-34a3-4224-a8eb-fd849e01e810 | iterate cross-media interfaces | 1987-09-11 |
a8e58044-77a4-452b-b383-6e9a5ceced67 | transform world-class markets | 1993-11-17 |
d1b93dad-918a-48ea-a157-4b28838be943 | integrate B2C channels | 2021-09-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Accountant | 42220.390 | 1 | 4 | 1 | 4 | 11 | 9 | 7.48 | 1.0 | Good | 257.81 | 26.872448 | No | 135.270396 | 219.435966 | Low_spent_Large_value_payments | 264.330221 | Standard | 269 |
26 | Media_Manager | 18503.850 | 3 | 7 | 15 | 7 | 26 | 8 | 11.33 | 8.0 | Standard | 742.33 | 35.810230 | Yes | 77.240964 | 98.945370 | Low_spent_Small_value_payments | 277.312416 | Poor | 195 |
42 | Doctor | 99480.440 | 8 | 5 | 17 | 3 | 27 | 5 | 8.06 | 1.0 | Standard | 1287.76 | 38.323687 | No | 163.588847 | 795.828769 | Low_spent_Small_value_payments | 183.786051 | Standard | 297 |
21 | Developer | 42710.620 | 8 | 6 | 13 | 0 | 21 | 15 | 8.04 | 0.0 | Standard | 1172.87 | 38.709645 | No | 0.000000 | 72.647031 | High_spent_Large_value_payments | 543.974802 | Good | 214 |
14 | Media_Manager | 87786.150 | 5 | 5 | 13 | 1 | 28 | 16 | 10.02 | 5.0 | Standard | 1428.48 | 34.500228 | Yes | 69.432414 | 302.366571 | Low_spent_Small_value_payments | 660.652265 | Standard | 208 |
44 | Doctor | 16786327.000 | 8 | 3 | 1 | 1 | 17 | 13 | 9.94 | 0.0 | Good | 950.59 | 39.130046 | No | 50.392823 | 0.000000 | High_spent_Large_value_payments | 636.111047 | Standard | 376 |
20 | Manager | 99194.190 | 3 | 6 | 7 | 2 | 24 | 12 | 18.75 | 6.0 | Standard | 573.52 | 40.071234 | Yes | 109.210708 | 167.674532 | High_spent_Medium_value_payments | 826.133009 | Standard | 111 |
36 | Media_Manager | 15335.895 | 0 | 7 | 12 | 3 | 3 | 2 | 3.16 | 6.0 | Good | 628.85 | 37.738045 | No | 35.371280 | 57.934614 | Low_spent_Small_value_payments | 299.093232 | Good | 278 |
20 | Writer | 150746.880 | 0 | 5 | 11 | 0 | 2 | 4 | 1.31 | 3.0 | Good | 696.58 | 36.901249 | No | 0.000000 | 1103.356475 | Low_spent_Medium_value_payments | 435.567525 | Standard | 362 |
53 | Scientist | 112021.600 | 7 | 6 | 5 | 0 | 15 | 10 | 6.88 | 2.0 | Standard | 1313.69 | 25.874914 | No | 0.000000 | 634.396620 | Low_spent_Medium_value_payments | 590.816714 | Poor | 333 |
50 | Scientist | 85770.330 | 5 | 5 | 5 | 3 | 16 | 10 | 5.25 | 3.0 | Good | 1280.08 | 40.028497 | NM | 144.429302 | 187.079814 | High_spent_Large_value_payments | 636.043634 | Poor | 215 |
24 | Teacher | 30608.630 | 3 | 6 | 9 | 1 | 10 | 17 | 17.04 | 9.0 | Standard | 729.74 | 28.063578 | NM | 12.919120 | 186.236598 | Low_spent_Small_value_payments | 355.916198 | Standard | 293 |
21 | Musician | 40762.390 | 4 | 5 | 1 | 1 | 9 | 8 | 4.05 | 4.0 | Good | 1212.17 | 33.447565 | No | 24.236833 | 113.018321 | High_spent_Medium_value_payments | 457.031429 | Good | 299 |
50 | Engineer | 34281.920 | 1 | 7 | 9 | 4 | 11 | 6 | 10.35 | 0.0 | Good | 935.85 | 40.532331 | No | 76.112843 | 108.254050 | Low_spent_Large_value_payments | 359.015774 | Standard | 232 |
34 | Scientist | 15330.755 | 3 | 5 | 15 | 1 | 29 | 15 | 19.47 | 10.0 | Standard | 1055.32 | 32.097215 | Yes | 12.499410 | 43.570101 | Low_spent_Small_value_payments | 342.886780 | Poor | 154 |
35 | Teacher | 108361.320 | 7 | 5 | 10 | 4 | 28 | 9 | 9.83 | 1.0 | Standard | 402.23 | 26.891707 | Yes | 194.574089 | 296.295558 | High_spent_Small_value_payments | 652.041353 | Standard | 225 |
17 | Architect | 14099.520 | 8 | 7 | 20 | 4 | 40 | 0 | 12.43 | 6.0 | Standard | 1288.65 | 36.386321 | Yes | 23.916465 | 39.907874 | Low_spent_Large_value_payments | 317.071662 | Poor | 155 |
20 | Accountant | 14231.420 | 8 | 4 | 5 | 0 | 16 | 7 | 10.33 | 6.0 | Standard | 848.59 | 29.339269 | No | 0.000000 | 109.371846 | Low_spent_Medium_value_payments | 302.523321 | Standard | 328 |
55 | Accountant | 108625.290 | 8 | 6 | 13 | 0 | 11 | 16 | 2.88 | 3.0 | Standard | 303.74 | 22.736017 | No | 0.000000 | 913.347791 | Low_spent_Medium_value_payments | 277.162959 | Standard | 262 |
21 | Doctor | 28045.820 | 7 | 7 | 6 | 7 | 23 | 9 | 15.28 | 8.0 | Standard | 324.35 | 30.162079 | Yes | 147.720837 | 48.485601 | High_spent_Large_value_payments | 287.208729 | Standard | 179 |
27 | Accountant | 35854.310 | 7 | 4 | 7 | 5 | 21 | 17 | 13.52 | 8.0 | Standard | 162.45 | 30.142475 | NM | 125.870950 | 236.260424 | Low_spent_Small_value_payments | 201.654543 | Standard | 85 |
18 | Engineer | 7632.555 | 7 | 8 | 32 | 6 | 14 | 10 | 16.26 | 7.0 | Standard | 1401.90 | 30.763274 | NM | 34.929163 | 18.356778 | Low_spent_Large_value_payments | 264.318683 | Poor | 147 |
44 | Doctor | 84687.540 | 0 | 3 | 1 | 1 | 10 | 7 | 8.75 | 4.0 | Good | 69.41 | 30.038481 | No | 64.182176 | 283.897984 | High_spent_Small_value_payments | 595.849340 | Standard | 0 |
51 | Teacher | 11513.045 | 6 | 6 | 13 | 4 | 20 | 13 | 7.90 | 0.0 | Standard | 1418.26 | 25.525134 | Yes | 32.193352 | 54.875814 | Low_spent_Small_value_payments | 289.372876 | Standard | 385 |
37 | Media_Manager | 55444.560 | 10 | 7 | 17 | 6 | 41 | 21 | 2.73 | 12.0 | Bad | 1310.68 | 37.224301 | Yes | 171.908268 | 351.510445 | Low_spent_Medium_value_payments | 238.119287 | Poor | 0 |
41 | Writer | 32639.900 | 7 | 5 | 15 | 2 | 3 | 19 | 11.23 | 6.0 | Standard | 1406.91 | 38.102364 | Yes | 41.780450 | 0.000000 | High_spent_Medium_value_payments | 403.033880 | Standard | 180 |
31 | Doctor | 1496396.000 | 4 | 7 | 19 | 2 | 10 | 11 | 9.43 | 3.0 | Standard | 859.77 | 41.435986 | No | 167.043910 | 238.327461 | High_spent_Large_value_payments | 898.170629 | Standard | 374 |
23 | Engineer | 39130.840 | 0 | 4 | 5 | 4 | 14 | 1 | 0.77 | 2.0 | Good | 218.90 | 33.839754 | No | 88.328875 | 258.736700 | Low_spent_Small_value_payments | 285.124758 | Good | 304 |
14 | Entrepreneur | 40976.220 | 5 | 8 | 5 | 3 | 24 | 10 | 11.49 | 7.0 | Standard | 1332.82 | 40.765215 | NM | 79.114639 | 151.615562 | Low_spent_Small_value_payments | 406.638298 | Standard | 208 |
51 | Architect | 64969.050 | 3 | 6 | 6 | 2 | 19 | 2278 | 8.61 | 3.0 | Standard | 765.07 | 29.938905 | No | 96.424077 | 151.582887 | High_spent_Medium_value_payments | 517.401785 | Standard | 263 |
42 | Writer | 94663.590 | 5 | 4 | 5 | 1 | 14 | 14 | 14.18 | 7.0 | Standard | 296.19 | 33.913634 | Yes | 48.516450 | 0.000000 | High_spent_Large_value_payments | 877.859444 | Standard | 266 |
20 | Media_Manager | 24415.290 | 7 | 6 | 8 | 3 | 19 | 10 | 13.35 | 8.0 | Standard | 898.70 | 29.917308 | Yes | 40.229133 | 273.156847 | Low_spent_Small_value_payments | 199.374770 | Standard | 363 |
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