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ID | Описание | Дата |
---|---|---|
90f53145-f245-47a9-8dd1-ac411c5fc89c | deliver open-source synergies | 1994-05-13 |
f2c57010-e332-4931-9a85-aa3a9b002cdd | utilize intuitive content | 1995-02-11 |
f68af401-a8cc-40af-a88a-91089a0e0124 | utilize wireless niches | 2016-12-01 |
cd322b40-2ef5-4cb9-8587-9e59192c2ebb | synthesize world-class users | 1973-03-26 |
b14f0ca7-9f3d-454a-bcd7-c20341d8f7ad | engineer cross-platform paradigms | 2009-05-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Teacher | 32284.620 | 6 | 7 | 17 | 6 | 11 | 12 | 8.22 | 10.0 | Standard | 1283.37 | 26.874467 | Yes | 103.037560 | 272.273550 | Low_spent_Small_value_payments | 204.527390 | Standard | 82 |
27 | Entrepreneur | 59751.780 | 7 | 7 | 17 | 4 | 22 | 13 | 16.82 | 9.0 | Standard | 1485.94 | 26.177478 | Yes | 116.298417 | 265.274581 | High_spent_Small_value_payments | 382.858502 | Standard | 185 |
44 | Accountant | 15989.085 | 5 | 4 | 2 | 4 | 11 | 16 | 0.50 | 3.0 | Good | 665.82 | 37.794726 | No | 33.797021 | 46.939426 | Low_spent_Small_value_payments | 317.905929 | Good | 232 |
45 | Developer | 82402.340 | 2 | 7 | 2 | 4 | 7 | 8 | 6.26 | 6.0 | Good | 733.56 | 41.691675 | No | 146.796776 | 155.809847 | High_spent_Large_value_payments | 643.079543 | Good | 230 |
46 | Accountant | 38873.010 | 5 | 7 | 12 | 4 | 12 | 10 | 5.42 | 8.0 | Good | 17.87 | 31.395028 | No | 83.285703 | 103.267045 | High_spent_Small_value_payments | 402.189002 | Good | 340 |
15 | Scientist | 35593.160 | 6 | 10 | 27 | 4 | 47 | 22 | 19.67 | 11.0 | Bad | 1368.27 | 32.614294 | Yes | 72.421755 | 96.654135 | High_spent_Medium_value_payments | 352.033777 | Standard | 0 |
27 | Accountant | 45783.320 | 7 | 7 | 18 | 0 | 4 | 15 | 10.25 | 6.0 | Standard | 608.27 | 25.166777 | No | 0.000000 | 108.678384 | High_spent_Medium_value_payments | 505.649283 | Standard | 198 |
48 | Engineer | 18894.020 | 0 | 3 | 7 | 2 | 5 | 3 | 3.83 | 3.0 | Good | 501.22 | 33.713018 | No | 29.579944 | 25.344805 | High_spent_Medium_value_payments | 347.525418 | Good | 0 |
36 | Developer | 67049.660 | 5 | 6 | 11 | 4 | 28 | 15 | 17.27 | 8.0 | Standard | 1247.90 | 33.702338 | Yes | 139.388578 | 153.003549 | High_spent_Medium_value_payments | 535.355040 | Standard | 104 |
18 | Doctor | 33579.270 | 6 | 5 | 20 | 3 | 15 | 11 | 13.51 | 7.0 | Standard | 517.80 | 30.390546 | Yes | 70.928507 | 218.037219 | Low_spent_Large_value_payments | 233.361524 | Good | 253 |
54 | Musician | 34185.140 | 3 | 7 | 5 | 4 | 11 | 14 | 9.56 | 1.0 | Good | 1461.18 | 29.164960 | NM | 103.401570 | 0.000000 | Low_spent_Medium_value_payments | 300.753298 | Poor | 343 |
45 | Accountant | 19922.880 | 6 | 6 | 10 | 0 | 33 | 11 | 0.57 | 3.0 | Standard | 560.11 | 25.187279 | Yes | 0.000000 | 143.060877 | Low_spent_Large_value_payments | 298.063123 | Standard | 347 |
49 | Lawyer | 10328.580 | 6 | 4 | 11 | 1 | 29 | 21 | 8.49 | 1.0 | Standard | 1137.12 | 25.761792 | Yes | 4.462837 | 74.391815 | Low_spent_Small_value_payments | 323.016847 | Standard | 277 |
30 | Manager | 75299.360 | 3 | 3 | 9 | 0 | 22 | 3 | 1.16 | 6.0 | Good | 1041.40 | 38.854724 | No | 0.000000 | 112.933872 | High_spent_Medium_value_payments | 773.860795 | Poor | 0 |
25 | Architect | 42918.750 | 0 | 5 | 2 | 2 | 15 | 6 | 2.75 | 3.0 | Good | 370.57 | 33.048531 | No | 55.242939 | 0.000000 | High_spent_Medium_value_payments | 391.928146 | Standard | 285 |
44 | Scientist | 80370.320 | 8 | 7 | 17 | 0 | 27 | 8 | 15.36 | 4.0 | Standard | 1135.98 | 39.244148 | NM | 0.000000 | 75.905164 | High_spent_Medium_value_payments | 859.747503 | Standard | 0 |
42 | Mechanic | 32827.250 | 6 | 6 | 5 | 3 | 18 | 9 | 13.82 | 7.0 | Standard | 1271.28 | 22.731376 | NM | 49.535082 | 247.798025 | Low_spent_Small_value_payments | 275.527309 | Standard | 324 |
42 | Engineer | 37819.130 | 0 | 3 | 1 | 4 | 7 | 1 | 0.00 | 1.0 | Good | 754.73 | 23.598689 | NM | 79.448728 | 0.000000 | Low_spent_Small_value_payments | 138.032368 | Poor | 329 |
28 | Manager | 37688.550 | 2 | 6 | 2 | 4 | 9 | 10 | 3.27 | 7.0 | Good | 28.36 | 34.079793 | No | 114.333721 | 79.671443 | High_spent_Medium_value_payments | 387.766086 | Good | 302 |
22 | Musician | 33121.690 | 3 | 4 | 1 | 1 | 10 | 5 | 10.51 | 4.0 | Good | 1343.70 | 35.006983 | NM | 14.482413 | 214.538766 | Low_spent_Large_value_payments | 341.892905 | Good | 227 |
46 | Engineer | 139631.080 | 3 | 4 | 12 | 0 | 9 | 3 | 5.67 | 4.0 | Good | 202.29 | 43.580538 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 1213.352706 | Poor | 248 |
19 | Entrepreneur | 57921.740 | 4 | 3 | 11 | 3 | 6 | 7 | 0.00 | 3.0 | Good | 978.88 | 32.051033 | No | 94.367313 | 149.150493 | High_spent_Small_value_payments | 493.763361 | Good | 345 |
55 | Musician | 143829.560 | 3 | 3 | 12 | 0 | 17 | 8 | 7.32 | 2.0 | Standard | 269.26 | 32.427931 | No | 0.000000 | 239.182624 | High_spent_Large_value_payments | 1176.397042 | Standard | 313 |
36 | Scientist | 60783.450 | 6 | 7 | 13 | 0 | 17 | 16 | 15.69 | 0.0 | Standard | 46.28 | 33.595083 | NM | 0.000000 | 137.041596 | High_spent_Medium_value_payments | 623.387154 | Standard | 375 |
37 | Architect | 41131.360 | 4 | 6 | 1 | 4 | 8 | 11 | 7.75 | 5.0 | Good | 499.67 | 26.325793 | No | 105.055197 | 123.823540 | High_spent_Medium_value_payments | 380.082596 | Good | 250 |
49 | Lawyer | 12763.795 | 8 | 6 | 20 | 4 | 8 | 8 | 8.76 | 0.0 | Standard | 1472.02 | 38.945486 | No | 31.043071 | 93.531659 | Low_spent_Large_value_payments | 267.490229 | Standard | 343 |
35 | Accountant | 64930.470 | 4 | 7 | 20 | 2 | 17 | 21 | 1.07 | 0.0 | Standard | 1239.09 | 35.188814 | Yes | 91.129712 | 220.370028 | High_spent_Medium_value_payments | 467.187510 | Standard | 261 |
49 | Architect | 14540.485 | 2 | 4 | 3 | 2 | 8 | 8 | 0.00 | 1.0 | Good | 1408.37 | 38.524817 | NM | 18.267032 | 103.588116 | Low_spent_Medium_value_payments | 286.115561 | Standard | 300 |
22 | Manager | 50155.560 | 8 | 3 | 6 | 2 | 8 | 20 | 12.93 | 1.0 | Standard | 122.73 | 38.457765 | Yes | 42.582411 | 165.828165 | High_spent_Medium_value_payments | 447.952424 | Good | 392 |
45 | Musician | 27881.320 | 3 | 7 | 18 | 3 | 18 | 11 | 3.10 | 6.0 | Standard | 1264.51 | 22.533467 | No | 37.199326 | 42.871399 | High_spent_Medium_value_payments | 377.673608 | Good | 260 |
24 | Media_Manager | 17030.260 | 5 | 7 | 8 | 3 | 16 | 19 | 16.21 | 8.0 | Standard | 299.00 | 37.793311 | Yes | 23.871428 | 136.199520 | Low_spent_Small_value_payments | 292.447885 | Standard | 344 |
23 | Architect | 21488.170 | 4 | 4 | 7 | 3 | 4 | 11 | 2.86 | 1.0 | Good | 553.06 | 27.377286 | No | 42.431512 | 12.835516 | High_spent_Large_value_payments | 352.901055 | Standard | 215 |
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