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| ID | Описание | Дата |
|---|---|---|
| a8a94736-fb60-4467-999b-4ccd6e9573c8 | deploy efficient content | 1975-09-17 |
| 90c4cf79-9056-4a20-b617-2ee0cff88146 | revolutionize front-end web-readiness | 1998-06-18 |
| f4fe4918-02b0-4649-a3e0-4aac41d2d7ee | facilitate strategic mindshare | 1971-04-08 |
| 7070a5e3-82ad-4cbd-884b-f95330b68fbd | maximize extensible e-tailers | 1975-11-24 |
| 0bda008c-0a63-48e2-b07c-11e08b65215f | engage leading-edge channels | 1987-11-13 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39 | Developer | 20742.460 | 5 | 4 | 8 | 5 | 14 | 19 | 21.00 | 8.0 | Standard | 1319.87 | 36.759153 | Yes | 60.066113 | 85.375510 | Low_spent_Small_value_payments | 324.712211 | Standard | 194 |
| 55 | Scientist | 17032.785 | 0 | 6 | 2 | 3 | 9 | 9 | 12.86 | 3.0 | Good | 1229.08 | 34.082750 | No | 33.299764 | 43.044062 | High_spent_Medium_value_payments | 291.296050 | Good | 201 |
| 18 | Engineer | 40492.580 | 7 | 10 | 28 | 7 | 36 | 17 | 2.45 | 10.0 | Bad | 1442.56 | 32.738283 | Yes | 177.817190 | 319.532930 | Low_spent_Small_value_payments | 120.188047 | Poor | 108 |
| 21 | Manager | 105556.380 | 5 | 5 | 10 | 0 | 24 | 9 | 15.89 | 4.0 | Standard | 770.97 | 30.993895 | NM | 0.000000 | 427.704022 | Low_spent_Medium_value_payments | 748.532478 | Standard | 203 |
| 49 | Writer | 86186.370 | 7 | 3 | 10 | 3 | 31 | 10 | 10.39 | 4.0 | Standard | 524.53 | 32.396351 | Yes | 192.396199 | 259.825405 | Low_spent_Medium_value_payments | 571.598146 | Standard | 184 |
| 53 | Engineer | 16862.715 | 8 | 6 | 10 | 2 | 22 | 19 | 17.13 | 0.0 | Standard | 574.86 | 32.483593 | Yes | 14.740344 | 75.017599 | Low_spent_Small_value_payments | 360.564682 | Standard | 310 |
| 15 | Teacher | 19072.630 | 8 | 7 | 24 | 4 | 56 | 11 | 18.16 | 12.0 | Standard | 1371.64 | 27.956310 | Yes | 60.514207 | 159.474622 | Low_spent_Medium_value_payments | 223.149755 | Poor | 89 |
| 41 | Accountant | 30185.740 | 4 | 6 | 11 | 0 | 18 | 0 | 5.38 | 0.0 | Good | 1227.94 | 39.932568 | No | 0.000000 | 133.972691 | High_spent_Small_value_payments | 391.475143 | Poor | 329 |
| 17 | Lawyer | 16724.855 | 7 | 4 | 11 | 2 | 6 | 17 | 0.00 | 5.0 | Standard | 1008.14 | 37.283789 | Yes | 18.492571 | 76.252519 | Low_spent_Large_value_payments | 324.328701 | Good | 240 |
| 44 | Writer | 42811.360 | 5 | 3 | 18 | 4 | 19 | 10 | 2.65 | 5.0 | Standard | 742.29 | 25.617690 | No | 74.606950 | 94.485043 | High_spent_Medium_value_payments | 463.469341 | Standard | 306 |
| 30 | Scientist | 40566.320 | 4 | 7 | 20 | 3 | 21 | 17 | 8.92 | 10.0 | Standard | 1366.41 | 38.630994 | Yes | 78.290053 | 0.000000 | High_spent_Small_value_payments | 447.408651 | Standard | 224 |
| 24 | Entrepreneur | 129233.520 | 6 | 4 | 8 | 1 | 13 | 9 | 0.00 | 0.0 | Standard | 1051.42 | 33.906173 | No | 75.602221 | 143.881236 | High_spent_Medium_value_payments | 1131.662543 | Poor | 322 |
| 16 | Writer | 58012.880 | 7 | 4 | 8 | 6 | 11 | 15 | 10.34 | 5.0 | Standard | 168.33 | 32.586619 | Yes | 181.026583 | 0.000000 | Low_spent_Medium_value_payments | 435.404398 | Standard | 222 |
| 37 | Doctor | 33905.670 | 8 | 6 | 16 | 4 | 10 | 11 | 15.03 | 7.0 | Standard | 1425.20 | 27.872122 | Yes | 67.141860 | 182.747286 | Low_spent_Medium_value_payments | 284.258104 | Standard | 204 |
| 37 | Engineer | 67556.800 | 3 | 5 | 10 | 3 | 30 | 0 | 19.44 | 2.0 | Standard | 762.85 | 42.750725 | NM | 118.348636 | 78.035263 | High_spent_Medium_value_payments | 642.289434 | Standard | 330 |
| 25 | Scientist | 32669.330 | 3 | 4 | 7 | 1 | 14 | 14 | 3.70 | 2.0 | Standard | 154.63 | 38.542012 | No | 16.366981 | 0.000000 | Low_spent_Large_value_payments | 315.333132 | Standard | 234 |
| 38 | Lawyer | 32072.420 | 4 | 7 | 1 | 3 | 2 | 9 | 6.11 | 1.0 | Good | 441.00 | 31.881989 | No | 76.468792 | 39.514779 | High_spent_Medium_value_payments | 410.886596 | Poor | 0 |
| 30 | Lawyer | 20637.200 | 4 | 5 | 14 | 4 | 15 | 18 | 4.74 | 4.0 | Standard | 1387.48 | 37.321109 | Yes | 68.574904 | 124.575938 | Low_spent_Small_value_payments | 263.725824 | Standard | 267 |
| 50 | Teacher | 36372.210 | 5 | 4 | 5 | 4 | 9 | 8 | 11.78 | 5.0 | Good | 1455.94 | 41.233720 | No | 105.797374 | 157.650737 | Low_spent_Small_value_payments | 353.453639 | Good | 320 |
| 50 | Entrepreneur | 32420.820 | 3 | 4 | 14 | 4 | 5 | 16 | 5.68 | 3.0 | Standard | 873.63 | 24.192882 | NM | 105.130976 | 22.770603 | High_spent_Large_value_payments | 372.671921 | Standard | 261 |
| 50 | Writer | 39491.260 | 7 | 5 | 9 | 0 | 8 | 16 | 3.10 | 3.0 | Standard | 730.89 | 38.030050 | Yes | 0.000000 | 229.258035 | Low_spent_Medium_value_payments | 363.735798 | Standard | 222 |
| 30 | Lawyer | 38735.570 | 2 | 4 | 3 | 2 | 15 | 11 | 8.06 | 2.0 | Good | 800.94 | 33.475616 | No | 43.943751 | 201.229644 | Low_spent_Large_value_payments | 343.623021 | Standard | 207 |
| 50 | Journalist | 30199.190 | 2 | 2 | 4 | 4 | 5 | 9 | 2.65 | 2.0 | Good | 1421.82 | 26.659064 | No | 51.407166 | 37.840862 | High_spent_Large_value_payments | 424.911889 | Good | 325 |
| 40 | Writer | 24312.940 | 4 | 6 | 20 | 6 | 24 | 15 | 19.83 | 4.0 | Standard | 636.21 | 31.418743 | Yes | 120.666197 | 56.054200 | High_spent_Small_value_payments | 287.287436 | Standard | 117 |
| 35 | Media_Manager | 95111.100 | 5 | 2 | 12 | 1 | 4 | 4 | 15.65 | 0.0 | Good | 467.35 | 31.936336 | No | 75.390156 | 161.312948 | High_spent_Large_value_payments | 775.789396 | Good | 248 |
| 48 | Doctor | 140606.800 | 6 | 6 | 7 | 1 | 7 | 11 | 7.39 | 0.0 | Standard | 489.29 | 37.198824 | No | 90.917530 | 95.657324 | High_spent_Large_value_payments | 1241.048480 | Standard | 198 |
| 25 | Architect | 11586.360 | 5 | 5 | 17 | 2 | 27 | 0 | 12.03 | 6.0 | Standard | 1269.23 | 24.095016 | Yes | 10.858205 | 115.698778 | Low_spent_Small_value_payments | 277.596016 | Standard | 217 |
| 45 | Lawyer | 116794.110 | 4 | 7 | 12 | 0 | 4 | 13 | 3.50 | 2.0 | Good | 226.98 | 38.534728 | No | 0.000000 | 654.108242 | Low_spent_Medium_value_payments | 574.276008 | Standard | 231 |
| 35 | Architect | 15923.295 | 4 | 3 | 5 | 2 | 6 | 14 | 7.89 | 1.0 | Standard | 1480.54 | 35.823383 | No | 24.843977 | 0.000000 | High_spent_Medium_value_payments | 345.459347 | Standard | 326 |
| 33 | Manager | 20223.000 | 6 | 8 | 15 | 5 | 14 | 15 | 15.03 | 11.0 | Standard | 393.55 | 37.597279 | Yes | 73.644675 | 29.111329 | High_spent_Large_value_payments | 298.668996 | Standard | 90 |
| 44 | Lawyer | 42671.510 | 1 | 1 | 10 | 4 | 6 | 10 | 7.28 | 1.0 | Good | 132.87 | 26.745912 | No | 87.777403 | 349.657913 | Low_spent_Small_value_payments | 225.760601 | Good | 226 |
| 43 | Architect | 10692.160 | 7 | 3 | 16 | 0 | 15 | 12 | 10.29 | 4.0 | Standard | 1350.85 | 28.949248 | Yes | 0.000000 | 43.611477 | Low_spent_Small_value_payments | 328.089856 | Standard | 377 |
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