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| ID | Описание | Дата |
|---|---|---|
| d44523d2-9bcd-4907-bf7d-9222563cc1b6 | benchmark customized ROI | 1980-01-18 |
| 55dee673-174a-4ec0-8212-95985f4c7033 | matrix distributed e-tailers | 2013-02-02 |
| 34b349ee-c1e1-4501-8667-d785edc052c9 | visualize interactive mindshare | 1986-07-23 |
| c677b582-7720-4c3c-a354-fe4baa265e11 | incentivize frictionless functionalities | 2021-06-08 |
| ff0bf5e6-6a73-45a1-be8f-4378f282bdf9 | e-enable plug-and-play initiatives | 1982-06-09 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 30 | Engineer | 132872.720 | 3 | 3 | 10 | 2 | 14 | 5 | 10.28 | 4.0 | Good | 89.68 | 29.550059 | No | 144.830682 | 173.510802 | High_spent_Large_value_payments | 1042.031182 | Good | 339 |
| 24 | Musician | 57439.120 | 4 | 6 | 6 | 4 | 6 | 9 | 6.26 | 0.0 | Good | 669.35 | 37.033525 | No | 187.956110 | 85.219899 | High_spent_Large_value_payments | 425.483324 | Standard | 250 |
| 23 | Journalist | 42384.080 | 3 | 4 | 4 | 0 | 19 | 19 | 11.55 | 5.0 | Standard | 887.44 | 37.337532 | No | 0.000000 | 257.189493 | Low_spent_Small_value_payments | 362.411174 | Poor | 287 |
| 36 | Accountant | 57196.560 | 6 | 3 | 17 | 3 | 12 | 14 | 7.53 | 4.0 | Standard | 1269.70 | 32.149875 | Yes | 74.304484 | 235.063577 | High_spent_Small_value_payments | 434.469939 | Poor | 231 |
| 20 | Engineer | 65300.220 | 2 | 1 | 1 | 0 | 8 | 0 | 2.13 | 2.0 | Good | 759.86 | 40.928779 | No | 0.000000 | 139.273993 | High_spent_Large_value_payments | 645.194507 | Good | 0 |
| 54 | Media_Manager | 19206.195 | 4 | 3 | 7 | 1 | 13 | 0 | 2.36 | 3.0 | Good | 291.71 | 34.404167 | No | 12.875831 | 69.649648 | High_spent_Small_value_payments | 321.326146 | Standard | 285 |
| 20 | Accountant | 34642.940 | 3 | 5 | 7 | 3 | 6 | 23 | 10.84 | 2.0 | Standard | 1079.65 | 37.154327 | Yes | 49.685271 | 50.735068 | High_spent_Large_value_payments | 457.670827 | Standard | 320 |
| 27 | Writer | 81320.880 | 7 | 3 | 15 | 1 | 14 | 14 | 0.00 | 1.0 | Standard | 520.44 | 39.424085 | No | 48.353197 | 705.896383 | Low_spent_Small_value_payments | 212.224420 | Standard | 185 |
| 21 | Doctor | 45594.720 | 7 | 4 | 18 | 6 | 10 | 19 | 9.47 | 8.0 | Standard | 1256.49 | 30.154230 | Yes | 182.107186 | 0.000000 | High_spent_Medium_value_payments | 307.443840 | Standard | 189 |
| 25 | Developer | 25203.100 | 5 | 7 | 17 | 2 | 8 | 9 | 2.61 | 3.0 | Standard | 393.77 | 23.554958 | Yes | 39.270247 | 69.209707 | High_spent_Medium_value_payments | 364.945879 | Good | 365 |
| 23 | Accountant | 23363.330 | 5 | 3 | 19 | 2 | 7 | 13 | 8.38 | 2.0 | Standard | 1105.47 | 38.136528 | NM | 38.085154 | 65.095795 | Low_spent_Large_value_payments | 368.713467 | Standard | 388 |
| 22 | Accountant | 16083.840 | 7 | 4 | 11 | 2 | 15 | 18 | 7.92 | 0.0 | Standard | 537.64 | 36.862670 | Yes | 14.686812 | 67.056480 | High_spent_Small_value_payments | 327.088707 | Standard | 0 |
| 20 | Journalist | 15961.545 | 5 | 2 | 11 | 2 | 4 | 3 | 9.88 | 0.0 | Good | 26.42 | 28.938494 | No | 21.248508 | 0.000000 | High_spent_Small_value_payments | 335.393292 | Good | 244 |
| 25 | Media_Manager | 35006.570 | 5 | 7 | 10 | 4 | 9 | 14 | 20.95 | 3.0 | Standard | 246.13 | 33.643060 | Yes | 76.983459 | 135.949497 | High_spent_Medium_value_payments | 357.388461 | Standard | 193 |
| 18 | Teacher | 127464.800 | 7 | 4 | 14 | 1 | 26 | 18 | 10.98 | 0.0 | Standard | 917.37 | 31.736128 | Yes | 85.264757 | 202.774084 | High_spent_Large_value_payments | 1009.167826 | Standard | 222 |
| 33 | Scientist | 42515.600 | 3 | 4 | 11 | 3 | 14 | 12 | 3.80 | 2.0 | Good | 629.75 | 37.641506 | No | 103.302665 | 103.256034 | High_spent_Medium_value_payments | 388.237968 | Good | 186 |
| 53 | Scientist | 34279.210 | 5 | 2 | 11 | 3 | 19 | 0 | 3.83 | 0.0 | Good | 1133.21 | 32.883283 | No | 64.811282 | 94.675932 | High_spent_Small_value_payments | 374.672869 | Good | 382 |
| 29 | Journalist | 76652.880 | 7 | 5 | 6 | 3 | 9 | 6 | 6.99 | 0.0 | Standard | 847.66 | 37.816985 | Yes | 145.372940 | 125.153450 | High_spent_Small_value_payments | 652.247610 | Standard | 0 |
| 35 | Scientist | 35942.960 | 4 | 3 | 20 | 4 | 6 | 17 | 2.92 | 4.0 | Standard | 707.38 | 27.342955 | No | 116.019553 | 123.227052 | High_spent_Small_value_payments | 328.878061 | Standard | 0 |
| 14 | Mechanic | 32198.230 | 5 | 5 | 10 | 5 | 30 | 10 | 18.27 | 11.0 | Standard | 857.14 | 25.461644 | Yes | 126.478662 | 130.754689 | Low_spent_Small_value_payments | 318.985232 | Standard | 163 |
| 42 | Teacher | 70554.220 | 4 | 3 | 10 | 2 | 10 | 13 | 6.29 | 3.0 | Standard | 908.62 | 25.950045 | Yes | 73.226385 | 308.882829 | Low_spent_Large_value_payments | 473.542619 | Standard | 290 |
| 34 | Developer | 105596.280 | 7 | 7 | 19 | 1 | 7 | 20 | 14.17 | 1.0 | Standard | 459.52 | 35.133995 | NM | 46.549257 | 492.704648 | Low_spent_Large_value_payments | 587.315095 | Standard | 254 |
| 51 | Musician | 15318.095 | 4 | 4 | 5 | 0 | 13 | 0 | 17.22 | 0.0 | Good | 1182.50 | 27.111418 | No | 0.000000 | 49.213180 | Low_spent_Small_value_payments | 360.837612 | Standard | 328 |
| 49 | Mechanic | 102085.200 | 8 | 3 | 1 | 3 | 19 | 0 | 0.51 | 3.0 | Standard | 263.70 | 30.826162 | NM | 164.959968 | 657.159528 | Low_spent_Medium_value_payments | 332.990505 | Good | 326 |
| 50 | Accountant | 129695.720 | 1 | 4 | 1 | 2 | 11 | 8 | 4.34 | 3.0 | Good | 1446.60 | 37.936897 | NM | 192.326098 | 78.919202 | High_spent_Large_value_payments | 1027.752366 | Standard | 199 |
| 29 | Doctor | 34531.800 | 1 | 5 | 4 | 1 | 11 | 1 | 7.72 | 4.0 | Good | 411.02 | 34.799278 | No | 26.873318 | 271.924513 | Low_spent_Large_value_payments | 278.967169 | Good | 394 |
| 36 | Teacher | 50473.800 | 3 | 7 | 32 | 6 | 9 | 15 | 19.70 | 10.0 | Standard | 1316.91 | 26.208564 | Yes | 199.605722 | 277.445617 | Low_spent_Small_value_payments | 227.363662 | Poor | 227 |
| 44 | Developer | 27292.500 | 5 | 6 | 8 | 4 | 28 | 17 | 18.56 | 4.0 | Standard | 1434.18 | 31.569602 | Yes | 85.043877 | 0.000000 | High_spent_Medium_value_payments | 308.346479 | Standard | 0 |
| 42 | Writer | 69984.720 | 6 | 5 | 12 | 3 | 28 | 10 | 12.01 | 6.0 | Standard | 906.31 | 33.306190 | Yes | 155.077614 | 294.529384 | Low_spent_Large_value_payments | 377.399001 | Good | 220 |
| 42 | Teacher | 12948.695 | 6 | 7 | 5 | 4 | 23 | 13 | 5.73 | 8.0 | Standard | 1361.45 | 26.118532 | NM | 30.780534 | 0.000000 | High_spent_Large_value_payments | 329.288766 | Standard | 295 |
| 16 | Writer | 16059.880 | 7 | 3 | 5 | 4 | 24 | 20 | 16.62 | 4.0 | Standard | 1402.44 | 25.800493 | Yes | 49.589042 | 36.874028 | Low_spent_Large_value_payments | 327.169263 | Standard | 173 |
| 30 | Entrepreneur | 76387.050 | 5 | 4 | 20 | 0 | 20 | 12 | 7.65 | 2.0 | Standard | 1001.62 | 31.750914 | No | 0.000000 | 416.776773 | Low_spent_Small_value_payments | 483.681977 | Standard | 239 |
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