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| ID | Описание | Дата |
|---|---|---|
| f696b074-4c46-4f5a-b029-36181af754df | architect user-centric portals | 1975-12-12 |
| 0f54d0ae-87da-4ab1-a6f1-79de97137d38 | cultivate granular convergence | 2015-06-24 |
| 957e22b3-eb52-4268-8635-fb11e7e49058 | iterate holistic metrics | 2015-05-16 |
| 450e199f-15ff-41bb-b1e3-f5b193fa1105 | enhance plug-and-play methodologies | 2004-05-27 |
| 5d71d022-ea86-4231-8c62-ac984f8c23af | engage vertical content | 1998-12-03 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28 | Lawyer | 63635.120 | 3 | 4 | 2 | 2 | 12 | 10 | 11.25 | 7.0 | Good | 122.65 | 35.465904 | No | 57.716066 | 207.284333 | High_spent_Small_value_payments | 542.692268 | Standard | 300 |
| 51 | Writer | 29044.290 | 5 | 6 | 12 | 0 | 3 | 0 | 0.00 | 4.0 | Good | 1078.80 | 31.105928 | No | 0.000000 | 114.002320 | High_spent_Small_value_payments | 389.833430 | Good | 0 |
| 48 | Accountant | 69869.920 | 4 | 5 | 13 | 2 | 13 | 19 | 11.42 | 0.0 | Standard | 220.97 | 37.732087 | Yes | 99.357500 | 0.000000 | High_spent_Medium_value_payments | 539.737517 | Poor | 402 |
| 24 | Developer | 73458.160 | 1 | 4 | 5 | 4 | 5 | 4241 | 5.31 | 3.0 | Good | 121.79 | 36.033030 | No | 139.617352 | 149.766264 | High_spent_Medium_value_payments | 575.767718 | Standard | 197 |
| 42 | Architect | 33209.270 | 1 | 6 | 8 | 2 | 24 | 4 | 11.99 | 4.0 | Good | 743.65 | 38.997841 | No | 54.263163 | 119.244770 | Low_spent_Large_value_payments | 391.935983 | Poor | 206 |
| 55 | Teacher | 28517.530 | 1 | 4 | 8 | 4 | 0 | 0 | 5.64 | 1.0 | Good | 263.92 | 38.501206 | No | 89.355573 | 100.190763 | Low_spent_Small_value_payments | 314.399747 | Good | 192 |
| 30 | Entrepreneur | 32426.780 | 6 | 5 | 2 | 2 | 28 | 15 | 3.41 | 1.0 | Good | 1080.61 | 31.754734 | No | 32.366285 | 314.040141 | Low_spent_Small_value_payments | 243.516741 | Good | 268 |
| 47 | Writer | 35539.560 | 3 | 4 | 5 | 0 | 19 | 10 | 3.40 | 2.0 | Good | 819.48 | 37.062288 | NM | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 412.038391 | Poor | 325 |
| 50 | Engineer | 130169.920 | 8 | 6 | 17 | 1 | 29 | 17 | 7.62 | 2.0 | Standard | 354.32 | 37.882025 | NM | 91.758128 | 636.657072 | Low_spent_Medium_value_payments | 662.634134 | Standard | 398 |
| 32 | Journalist | 69591.180 | 5 | 1 | 2 | 2 | 11 | 0 | 4.02 | 2.0 | Good | 1050.09 | 31.429958 | No | 73.606419 | 75.228709 | High_spent_Large_value_payments | 661.991372 | Good | 379 |
| 36 | Teacher | 47091.420 | 5 | 5 | 16 | 4 | 6 | 0 | 19.67 | 6.0 | Standard | 629.67 | 29.239089 | Yes | 146.474385 | 382.885835 | Low_spent_Medium_value_payments | 146.868279 | Standard | 113 |
| 36 | Media_Manager | 32597.480 | 1 | 2 | 2 | 2 | 10 | 10 | 6.30 | 2.0 | Good | 1313.52 | 31.440953 | No | 45.053385 | 222.832636 | Low_spent_Small_value_payments | 295.559645 | Good | 239 |
| 32 | Accountant | 33643.540 | 4 | 6 | 20 | 5 | 7 | 17 | 10.56 | 8.0 | Standard | 1300.70 | 25.831508 | Yes | 70.536064 | 0.000000 | Low_spent_Large_value_payments | 241.123269 | Standard | 190 |
| 36 | Engineer | 121813.720 | 5 | 1 | 10 | 1 | 0 | 6 | 11.14 | 4.0 | Good | 233.82 | 31.028377 | No | 57.143357 | 772.993991 | Low_spent_Large_value_payments | 426.476986 | Good | 279 |
| 30 | Accountant | 9765.685 | 5 | 7 | 17 | 4 | 26 | 18 | 10.47 | 4.0 | Standard | 989.35 | 30.067632 | No | 25.147045 | 42.610392 | Low_spent_Medium_value_payments | 270.223271 | Standard | 330 |
| 47 | Journalist | 68590.020 | 4 | 6 | 12 | 0 | 1 | 7 | 7.25 | 1.0 | Standard | 1138.10 | 25.050719 | No | 0.000000 | 194.126135 | High_spent_Medium_value_payments | 631.657365 | Standard | 336 |
| 24 | Manager | 52462.420 | 4 | 3 | 16 | 3 | 11 | 11 | 15.87 | 3.0 | Standard | 778.66 | 37.421998 | Yes | 79.051695 | 150.208104 | High_spent_Medium_value_payments | 452.327034 | Standard | 243 |
| 17 | Lawyer | 73128.000 | 5 | 6 | 20 | 1 | 15 | 10 | 15.63 | 4.0 | Standard | 1237.13 | 28.643112 | NM | 42.367148 | 443.118728 | Low_spent_Small_value_payments | 384.114124 | Standard | 238 |
| 35 | Journalist | 43960.190 | 4 | 6 | 2 | 2 | 13 | 1 | 10.99 | 2.0 | Good | 1009.92 | 37.362125 | No | 49.661411 | 231.648294 | High_spent_Small_value_payments | 345.125212 | Good | 362 |
| 16 | Musician | 31816.070 | 4 | 5 | 18 | 4 | 5 | 14 | 13.80 | 6.0 | Standard | 4.82 | 27.193362 | NM | 105.426392 | 89.129596 | High_spent_Small_value_payments | 309.677929 | Standard | 0 |
| 32 | Teacher | 170008.720 | 3 | 6 | 7 | 0 | 6 | 12 | 4.78 | 1.0 | Good | 881.44 | 38.769253 | No | 0.000000 | 872.753706 | Low_spent_Medium_value_payments | 825.085627 | Poor | 344 |
| 39 | Writer | 81438.560 | 3 | 4 | 20 | 2 | 20 | 11 | 8.21 | 8.0 | Standard | 509.44 | 32.296698 | Yes | 84.273956 | 456.104882 | Low_spent_Large_value_payments | 428.575829 | Standard | 0 |
| 53 | Accountant | 16243.105 | 3 | 3 | 12 | 2 | 6 | 14 | 0.43 | 2.0 | Good | 877.04 | 33.166856 | No | 20.865338 | 0.000000 | Low_spent_Small_value_payments | 319.068290 | Standard | 185 |
| 18 | Manager | 17896.200 | 4 | 5 | 16 | 1 | 11 | 15 | 8.74 | 1.0 | Standard | 1263.91 | 25.576008 | Yes | 10.578359 | 86.096228 | Low_spent_Medium_value_payments | 343.060413 | Standard | 222 |
| 24 | Scientist | 70851.840 | 8 | 6 | 11 | 2 | 5 | 11 | 13.86 | 9.0 | Standard | 972.89 | 27.912150 | Yes | 97.027900 | 0.000000 | High_spent_Large_value_payments | 648.841250 | Standard | 401 |
| 33 | Scientist | 133547.250 | 0 | 4 | 7 | 1 | 7 | 3 | 8.36 | 1.0 | Good | 323.83 | 38.683065 | No | 104.016276 | 1021.721938 | Low_spent_Large_value_payments | 276.555536 | Standard | 401 |
| 37 | Developer | 21085.670 | 5 | 7 | 11 | 1 | 30 | 15 | 4.78 | 1.0 | Good | 1384.38 | 36.873435 | No | 10.653354 | 19.704119 | High_spent_Large_value_payments | 401.556444 | Good | 365 |
| 52 | Lawyer | 14696.765 | 4 | 4 | 6 | 3 | 2 | 0 | 3.96 | 3.0 | Good | 531.86 | 33.425244 | No | 21.488802 | 33.923905 | Low_spent_Medium_value_payments | 351.960335 | Standard | 240 |
| 49 | Musician | 11527.375 | 5 | 5 | 1 | 0 | 13 | 19 | 7.33 | 2.0 | Good | 1351.42 | 27.715157 | No | 0.000000 | 39.834331 | Low_spent_Small_value_payments | 323.527127 | Good | 194 |
| 37 | Architect | 99925.170 | 4 | 7 | 2 | 1 | 26 | 8 | 0.13 | 4.0 | Standard | 1270.51 | 36.413139 | NM | 59.052974 | 144.034423 | High_spent_Large_value_payments | 863.222353 | Standard | 272 |
| 36 | Accountant | 19879.050 | 4 | 4 | 12 | 0 | 21 | 12 | 14.03 | 4.0 | Standard | 1013.71 | 27.227360 | No | 0.000000 | 52.181479 | High_spent_Medium_value_payments | 344.277271 | Good | 226 |
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