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ID | Описание | Дата |
---|---|---|
ad529cf5-005a-4664-82d4-ffa7575c562b | scale scalable info-mediaries | 1979-10-24 |
45ac3406-c472-4ebf-9006-600e36c32c69 | reinvent one-to-one architectures | 2018-05-27 |
4fe5ebea-f755-4815-af5e-ac93651caf14 | reinvent efficient channels | 1996-09-27 |
98d0c195-fa88-423b-9ef3-cd0c336cf4a9 | implement plug-and-play web-readiness | 2021-09-06 |
e2624af9-febc-40b7-b733-0fddb7d680fb | enhance out-of-the-box e-tailers | 2024-06-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 | Musician | 38175.390 | 1 | 2 | 7 | 3 | 1 | 8 | 10.81 | 2.0 | Good | 315.36 | 40.130982 | No | 69.055656 | 231.165451 | Low_spent_Small_value_payments | 318.507143 | Good | 334 |
36 | Media_Manager | 21145.595 | 2 | 7 | 4 | 1 | 6 | 4 | 12.14 | 1.0 | Good | 969.19 | 25.695671 | No | 12.667794 | 84.656033 | Low_spent_Medium_value_payments | 343.089464 | Poor | 220 |
46 | Architect | 170131.240 | 5 | 3 | 4 | 0 | 11 | 14 | 3.17 | 3.0 | Good | 798.78 | 35.984121 | NM | 0.000000 | 228.539779 | High_spent_Medium_value_payments | 1436.820554 | Good | 368 |
31 | Engineer | 12025.045 | 5 | 4 | 17 | 4 | 17 | 14 | 12.89 | 9.0 | Standard | 843.67 | 35.910414 | Yes | 27.775905 | 44.019487 | Low_spent_Small_value_payments | 344.513316 | Standard | 258 |
27 | Teacher | 51377.880 | 6 | 5 | 19 | 4 | 19 | 19 | 6.81 | 3.0 | Standard | 372.54 | 39.345909 | Yes | 108.102744 | 144.276199 | High_spent_Small_value_payments | 448.270057 | Standard | 234 |
48 | Lawyer | 31802.400 | 3 | 5 | 14 | 3 | 1 | 10 | 6.17 | 3.0 | Standard | 1369.66 | 24.972148 | No | 49.817598 | 308.370154 | Low_spent_Small_value_payments | 212.632248 | Standard | 312 |
45 | Mechanic | 31931.730 | 7 | 3 | 10 | 3 | 5 | 19 | 8.16 | 0.0 | Good | 577.85 | 33.898710 | NM | 77.817842 | 317.655757 | Low_spent_Small_value_payments | 159.824151 | Good | 375 |
27 | Manager | 75804.940 | 0 | 1 | 10 | 3 | 9 | 4 | 7.89 | 2.0 | Good | 330.82 | 41.050072 | No | 141.289448 | 81.143761 | High_spent_Medium_value_payments | 639.574624 | Good | 384 |
24 | Mechanic | 42884.840 | 4 | 6 | 7 | 0 | 23 | 0 | 0.73 | 0.0 | Good | 1302.49 | 29.964392 | No | 0.000000 | 142.593209 | High_spent_Small_value_payments | 475.280458 | Poor | 359 |
49 | Engineer | 16221.070 | 0 | 3 | 3 | 2 | 6 | 3 | 5.39 | 2.0 | Good | 197.05 | 23.084518 | No | 19.251996 | 113.215560 | Low_spent_Medium_value_payments | 298.608028 | Good | 193 |
32 | Accountant | 134038.640 | 6 | 3 | 18 | 2 | 23 | 18 | 7.99 | 6.0 | Standard | 1031.51 | 32.899650 | Yes | 187.971112 | 0.000000 | High_spent_Medium_value_payments | 724.257756 | Standard | 213 |
54 | Engineer | 55644.140 | 5 | 3 | 6 | 4 | 31 | 22 | 3.64 | 4.0 | Standard | 147.64 | 42.124832 | No | 181.776424 | 69.539664 | High_spent_Medium_value_payments | 489.485078 | Standard | 243 |
41 | Entrepreneur | 25856.840 | 3 | 7 | 1 | 3 | 12 | 0 | 8.22 | 5.0 | Good | 586.46 | 36.993038 | No | 58.726466 | 84.019131 | High_spent_Medium_value_payments | 305.128069 | Standard | 212 |
47 | Teacher | 112938.080 | 2 | 7 | 9 | 1 | 3 | 8 | 9.48 | 0.0 | Good | 1398.69 | 37.592227 | NM | 91.366620 | 382.507491 | High_spent_Medium_value_payments | 732.376555 | Standard | 325 |
40 | Teacher | 95846.490 | 8 | 4 | 9 | 0 | 8 | 19 | 19.38 | 4.0 | Standard | 1493.69 | 25.679295 | Yes | 0.000000 | 559.812864 | Low_spent_Large_value_payments | 536.607886 | Standard | 364 |
27 | Journalist | 44657.680 | 4 | 3 | 2 | 3 | 13 | 5 | 5.21 | 0.0 | Good | 1325.96 | 40.640384 | No | 88.801440 | 112.081189 | High_spent_Medium_value_payments | 421.664704 | Good | 222 |
39 | Doctor | 120174.400 | 7 | 4 | 6 | 1 | 22 | 14 | 17.67 | 7.0 | Standard | 828.59 | 35.425430 | Yes | 94.898454 | 764.905652 | Low_spent_Large_value_payments | 411.849227 | Good | 215 |
38 | Lawyer | 27947.420 | 7 | 5 | 15 | 2 | 27 | 18 | 11.04 | 5.0 | Standard | 1472.05 | 28.937908 | Yes | 31.335362 | 57.561567 | High_spent_Medium_value_payments | 409.998238 | Standard | 392 |
20 | Architect | 17923.435 | 7 | 7 | 8 | 1 | 20 | 13 | 16.42 | 1.0 | Standard | 1300.81 | 30.381774 | Yes | 7.847699 | 45.258215 | High_spent_Small_value_payments | 327.256045 | Standard | 295 |
49 | Developer | 162688.280 | 0 | 5 | 2 | 2 | 17 | 0 | 4.48 | 2.0 | Good | 641.14 | 38.711845 | No | 178.643939 | 227.194078 | High_spent_Large_value_payments | 1192.197650 | Poor | 387 |
33 | Manager | 28472.920 | 2 | 1 | 10 | 4 | 4 | 4 | 7.69 | 4.0 | Good | 325.41 | 32.702840 | No | 75.559764 | 38.275873 | High_spent_Medium_value_payments | 356.338697 | Good | 294 |
32 | Teacher | 29768.440 | 2 | 7 | 4 | 1 | 24 | 5 | 7.20 | 3.0 | Good | 118.58 | 30.154112 | No | 19.089060 | 47.571660 | High_spent_Large_value_payments | 418.209613 | Standard | 309 |
22 | Doctor | 19193.420 | 4 | 5 | 9 | 4 | 29 | 2759 | 16.83 | 3.0 | Standard | 211.40 | 33.347886 | NM | 60.116666 | 197.100344 | Low_spent_Small_value_payments | 191.728156 | Standard | 0 |
43 | Teacher | 18922.230 | 7 | 7 | 33 | 4 | 57 | 15 | 17.07 | 10.0 | Standard | 1328.22 | 31.758231 | Yes | 39.598026 | 44.980975 | High_spent_Medium_value_payments | 345.606249 | Poor | 0 |
33 | Mechanic | 19741.360 | 4 | 5 | 15 | 6 | 18 | 8 | 11.46 | 6.0 | Standard | 1250.19 | 36.019699 | Yes | 87.431578 | 69.033731 | Low_spent_Small_value_payments | 287.846024 | Standard | 134 |
34 | Journalist | 31302.340 | 6 | 9 | 33 | 5 | 47 | 25 | 14.85 | 11.0 | Bad | 1264.21 | 34.601802 | NM | 77.326018 | 89.404090 | Low_spent_Large_value_payments | 388.822725 | Poor | 80 |
22 | Entrepreneur | 11138.425 | 3 | 7 | 20 | 2 | 10 | 10 | 7.95 | 2.0 | Standard | 878.15 | 37.526351 | Yes | 11.125299 | 94.810181 | Low_spent_Small_value_payments | 275.184728 | Poor | 310 |
29 | Manager | 20760.750 | 5 | 4 | 17 | 7 | 30 | 17 | 1.91 | 4.0 | Standard | 738.06 | 30.068254 | Yes | 115.107474 | 119.950672 | Low_spent_Medium_value_payments | 187.948104 | Standard | 84 |
38 | Entrepreneur | 63023.180 | 3 | 4 | 5 | 4 | 15 | 10 | 5.08 | 2.0 | Good | 1307.67 | 36.359109 | No | 157.728738 | 145.368606 | High_spent_Small_value_payments | 459.795823 | Good | 362 |
48 | Developer | 64696.240 | 5 | 3 | 9 | 4 | 34 | 7 | 7.25 | 4.0 | Good | 1038.25 | 39.827193 | No | 122.814820 | 188.918379 | High_spent_Medium_value_payments | 470.202135 | Poor | 375 |
21 | Teacher | 34599.800 | 8 | 4 | 16 | 3 | 9 | 17 | 16.53 | 5.0 | Standard | 851.37 | 33.672293 | Yes | 82.516689 | 136.587687 | Low_spent_Large_value_payments | 363.927290 | Poor | 71 |
28 | Lawyer | 21471.580 | 7 | 3 | 16 | 2 | 17 | 8 | 5.00 | 4.0 | Standard | 68.06 | 36.038980 | No | 23.498319 | 0.000000 | High_spent_Small_value_payments | 303.775822 | Standard | 290 |
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