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ID | Описание | Дата |
---|---|---|
12471d55-fc83-4b05-89d6-062bd2ccf52f | benchmark robust partnerships | 1972-12-18 |
b46acb09-3211-45df-bbe9-fad69b67cf9d | enhance customized e-business | 1974-05-31 |
c6125b45-5dbd-4b9c-a6a2-82bee38025e2 | reinvent turn-key solutions | 2024-12-25 |
e1f2efac-4ecb-4380-b0ac-d5848a990fac | target killer solutions | 2014-06-17 |
85a1b478-1194-4c03-9750-035f965ee467 | facilitate 24/7 platforms | 2001-09-25 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23 | Scientist | 19114.120 | 3 | 4 | 3 | 4 | 5 | 4 | 6.27 | 4.0 | Good | 809.98 | 31.377862 | No | 49.574949 | 199.458074 | Low_spent_Small_value_payments | 223.451310 | Good | 268 |
30 | Mechanic | 126849.180 | 2 | 3 | 3 | 0 | 10 | 8 | 4.04 | 3.0 | Good | 518.40 | 41.672480 | No | 0.000000 | 127.729001 | High_spent_Large_value_payments | 1163.447499 | Good | 341 |
51 | Writer | 29044.290 | 5 | 6 | 12 | 0 | 1 | 1 | 5.69 | 4.0 | Good | 1078.80 | 39.326079 | No | 0.000000 | 36.131499 | High_spent_Large_value_payments | 447.704251 | Good | 249 |
39 | Teacher | 15707.850 | 4 | 4 | 13 | 1 | 16 | 10 | 7.59 | 10.0 | Standard | 1382.26 | 28.542290 | Yes | 10.811390 | 80.282535 | Low_spent_Medium_value_payments | 293.804826 | Standard | 0 |
24 | Developer | 73458.160 | 1 | 4 | 5 | 4 | 8 | 1 | 5.31 | 5.0 | Good | 121.79 | 27.155342 | No | 139.617352 | 502.489285 | Low_spent_Small_value_payments | 263.044697 | Standard | 201 |
42 | Architect | 33209.270 | 1 | 6 | 8 | 2 | 24 | 2 | 11.99 | 4.0 | Good | 743.65 | 40.538382 | No | 54.263163 | 98.983499 | High_spent_Medium_value_payments | 392.197254 | Poor | 208 |
55 | Teacher | 28517.530 | 1 | 4 | 8 | 4 | 0 | 7 | 5.64 | 1.0 | Good | 263.92 | 30.221795 | No | 89.355573 | 264.166489 | Low_spent_Small_value_payments | 150.424021 | Good | 195 |
30 | Journalist | 33439.390 | 8 | 6 | 6 | 4 | 6 | 12 | 0.00 | 3.0 | Standard | 372.17 | 28.533361 | Yes | 58.605188 | 71.458304 | High_spent_Small_value_payments | 419.298091 | Standard | 183 |
47 | Writer | 35539.560 | 3 | 4 | 5 | 0 | 19 | 6 | 3.40 | 2.0 | Good | 819.48 | 39.649478 | No | 0.000000 | 245.620587 | Low_spent_Small_value_payments | 339.742413 | Poor | 328 |
29 | Entrepreneur | 113616.930 | 1 | 5 | 7 | 0 | 11 | 0 | 0.93 | 7.0 | Good | 1178.30 | 29.102326 | NM | 0.000000 | 69.050848 | High_spent_Large_value_payments | 1142.456902 | Good | 191 |
33 | Journalist | 69591.180 | 5 | 1 | 2 | 2 | 7 | 0 | 4.02 | 6.0 | Good | 1050.09 | 34.045024 | No | 73.606419 | 142.108808 | High_spent_Medium_value_payments | 605.111273 | Good | 382 |
37 | Teacher | 47091.420 | 5 | 5 | 16 | 4 | 10 | 20 | 17.67 | 6.0 | Standard | 629.67 | 27.607322 | Yes | 146.474385 | 512.180664 | Low_spent_Small_value_payments | 27.573450 | Standard | 117 |
18 | Scientist | 18226.130 | 8 | 3 | 15 | 5 | 17 | 20 | 15.90 | 4.0 | Standard | 1125.37 | 29.412626 | Yes | 61.352568 | 131.575701 | Low_spent_Small_value_payments | 235.456147 | Poor | 234 |
43 | Entrepreneur | 30547.980 | 7 | 3 | 5 | 3 | 7 | 0 | 2.54 | 4.0 | Standard | 687.69 | 35.509355 | Yes | 55.524528 | 234.525118 | Low_spent_Medium_value_payments | 225.316854 | Standard | 284 |
47 | Media_Manager | 48698.780 | 8 | 3 | 11 | 4 | 23 | 20 | 10.06 | 3.0 | Standard | 850.37 | 27.376843 | No | 143.351366 | 146.527303 | High_spent_Medium_value_payments | 346.644498 | Standard | 237 |
30 | Accountant | 9765.685 | 5 | 7 | 17 | 4 | 26 | 18 | 7.47 | 4.0 | Standard | 989.35 | 35.899049 | No | 25.147045 | 29.772035 | Low_spent_Large_value_payments | 273.061628 | Standard | 332 |
48 | Journalist | 68590.020 | 4 | 6 | 12 | 0 | 0 | 8 | 7.25 | 5.0 | Standard | 1138.10 | 32.387023 | No | 0.000000 | 95.001211 | High_spent_Large_value_payments | 720.782289 | Standard | 341 |
25 | Manager | 52462.420 | 4 | 3 | 16 | 3 | 11 | 11 | 15.87 | 8.0 | Standard | 778.66 | 29.608454 | NM | 79.051695 | 101.502061 | High_spent_Large_value_payments | 491.033077 | Standard | 246 |
18 | Lawyer | 73128.000 | 5 | 6 | 20 | 1 | 17 | 10 | 15.63 | 4.0 | Standard | 1237.13 | 33.870868 | Yes | 42.367148 | 236.007105 | Low_spent_Medium_value_payments | 581.225747 | Standard | 240 |
35 | Journalist | 43960.190 | 4 | 6 | 2 | 2 | 13 | 1 | 9.99 | 2.0 | Good | 1009.92 | 28.667162 | No | 49.661411 | 149.060167 | Low_spent_Medium_value_payments | 447.713338 | Standard | 364 |
38 | Journalist | 59893.260 | 6 | 3 | 9 | 1 | 11 | 20 | 3.89 | 2.0 | Good | 1457.41 | 38.048841 | No | 40.788197 | 213.945281 | High_spent_Medium_value_payments | 500.477021 | Standard | 255 |
32 | Teacher | 170008.720 | 3 | 6 | 7 | 0 | 2 | 12 | 9.78 | 1.0 | Good | 881.44 | 31.505905 | NM | 0.000000 | 222.551240 | High_spent_Medium_value_payments | 1445.288093 | Poor | 347 |
43 | Engineer | 35251.490 | 0 | 4 | 2 | 3 | 1 | 1 | 1.87 | 2.0 | Good | 143.46 | 25.367209 | No | 78.047064 | 57.934313 | High_spent_Large_value_payments | 387.181040 | Standard | 309 |
19 | Mechanic | 20969.505 | 5 | 6 | 12 | 4 | 13 | 10 | 7.27 | 1.0 | Good | 868.99 | 26.767817 | No | 57.709293 | 116.112448 | Low_spent_Small_value_payments | 278.424134 | Standard | 184 |
19 | Manager | 17896.200 | 4 | 5 | 16 | 1 | 11 | 15 | 8.74 | 1.0 | Standard | 1263.91 | 37.311765 | Yes | 10.578359 | 94.613847 | Low_spent_Small_value_payments | 344.542794 | Standard | 224 |
36 | Teacher | 11780.935 | 8 | 5 | 10 | 0 | 7 | 12 | 5.80 | 3.0 | Standard | 526.12 | 23.549512 | No | 0.000000 | 81.169089 | Low_spent_Medium_value_payments | 326.305369 | Standard | 389 |
37 | Entrepreneur | 78956.730 | 7 | 3 | 14 | 2 | 30 | 18 | 10.87 | 9.0 | Standard | 436.82 | 40.672767 | NM | 128.558654 | 489.850527 | Low_spent_Medium_value_payments | 313.963570 | Standard | 263 |
37 | Developer | 21085.670 | 5 | 7 | 11 | 1 | 30 | 12 | 1.78 | 6.0 | Good | 1384.38 | 36.176545 | No | 10.653354 | 38.250340 | High_spent_Large_value_payments | 383.010223 | Standard | 368 |
24 | Accountant | 12349.370 | 4 | 7 | 17 | 1 | 9 | 0 | 7.89 | 0.0 | Standard | 896.92 | 26.550118 | Yes | 8.022343 | 55.496759 | Low_spent_Small_value_payments | 355.292315 | Standard | 280 |
49 | Musician | 11527.375 | 5 | 5 | 1 | 0 | 16 | 19 | 7.33 | 4.0 | Good | 1351.42 | 22.389108 | No | 0.000000 | 33.905506 | Low_spent_Medium_value_payments | 319.455953 | Good | 196 |
37 | Architect | 99925.170 | 4 | 7 | 2 | 1 | 26 | 8 | 4.13 | 7.0 | Standard | 1270.51 | 26.599297 | No | 59.052974 | 1117.336017 | Low_spent_Small_value_payments | 0.000000 | Good | 0 |
36 | Accountant | 19879.050 | 4 | 4 | 12 | 0 | 30 | 12 | 12.03 | 4.0 | Standard | 1013.71 | 38.521726 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 345.520378 | Good | 229 |
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