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| ID | Описание | Дата |
|---|---|---|
| 250a92b7-153c-4173-92b5-159cad4fbde6 | deploy dot-com metrics | 1984-07-20 |
| 2fe8dcdd-da23-43b1-a880-dc7b42332e76 | productize customized markets | 1978-06-19 |
| 7d76b22c-997a-4ca8-a33a-3c4789ee9625 | engage front-end communities | 1999-11-01 |
| c73babf6-1903-4026-b463-2dfbdbcf47c1 | synergize innovative mindshare | 1987-08-01 |
| 65d9ad87-8810-48ea-91df-08a32a977269 | strategize holistic technologies | 1991-02-01 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 | Doctor | 32663.41 | 1 | 5 | 3 | 4 | 8 | 5 | 1.28 | 2.0 | Good | 1067.30 | 30.572274 | No | 55.405366 | 138.371261 | Low_spent_Small_value_payments | 384.218456 | Standard | 201 |
| 54 | Engineer | 41821.27 | 5 | 4 | 11 | 2 | 1 | 14 | 9.45 | 0.0 | Good | 791.51 | 29.135613 | NM | 63.237241 | 186.522517 | Low_spent_Small_value_payments | 383.250826 | Good | 308 |
| 26 | Entrepreneur | 29901.97 | 3 | 4 | 7 | 2 | 15 | 0 | 1.07 | 1.0 | Good | 319.85 | 34.762401 | No | 42.434309 | 138.303148 | Low_spent_Large_value_payments | 335.545627 | Standard | 0 |
| 22 | Manager | 39992.36 | 6 | 3 | 16 | 7 | 8 | 10 | 17.06 | 11.0 | Standard | 701.68 | 24.445424 | Yes | 154.525211 | 84.971286 | High_spent_Large_value_payments | 330.873170 | Standard | 118 |
| 45 | Engineer | 8053.37 | 6 | 5 | 6 | 5 | 14 | 17 | 12.10 | 7.0 | Standard | 886.98 | 25.142685 | Yes | 18.949117 | 54.132688 | Low_spent_Small_value_payments | 282.529612 | Standard | 131 |
| 37 | Lawyer | 12714.98 | 4 | 6 | 5 | 4 | 15 | 22 | 7.71 | 2.0 | Standard | 1154.56 | 22.826692 | No | 22.197530 | 62.721473 | Low_spent_Medium_value_payments | 293.039164 | Standard | 265 |
| 36 | Entrepreneur | 41772.18 | 4 | 4 | 13 | 4 | 13 | 18 | 13.50 | 8.0 | Standard | 1383.84 | 25.703820 | Yes | 119.088055 | 202.453745 | High_spent_Small_value_payments | 274.959701 | Standard | 226 |
| 37 | Teacher | 85280.88 | 3 | 3 | 2 | 0 | 7 | 9 | 1.89 | 3.0 | Good | 825.18 | 30.389548 | No | 0.000000 | 418.479623 | Low_spent_Medium_value_payments | 546.194377 | Good | 353 |
| 55 | Lawyer | 32937.83 | 8 | 6 | 11 | 4 | 20 | 15 | 4.95 | 0.0 | Standard | 134.09 | 27.053521 | NM | 79.585709 | 120.740141 | High_spent_Small_value_payments | 311.656067 | Standard | 213 |
| 27 | Manager | 65017.26 | 5 | 7 | 12 | 4 | 10 | 10 | 7.10 | 5.0 | Standard | 978.14 | 29.778142 | No | 168.391906 | 357.253654 | Low_spent_Small_value_payments | 289.164940 | Standard | 0 |
| 26 | Doctor | 21508.72 | 1 | 4 | 6 | 0 | 25 | 9 | 0.86 | 2.0 | Good | 1074.99 | 29.067792 | NM | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 253.507886 | Poor | 338 |
| 26 | Engineer | 21613.57 | 4 | 7 | 18 | 7 | 26 | 10 | 18.42 | 5.0 | Standard | 878.38 | 36.313797 | Yes | 99.974141 | 31.022123 | High_spent_Large_value_payments | 280.616818 | Standard | 169 |
| 21 | Manager | 14403.86 | 4 | 4 | 13 | 0 | 29 | 10 | 5.08 | 4.0 | Standard | 1431.62 | 37.083596 | Yes | 0.000000 | 55.799590 | Low_spent_Small_value_payments | 337.432577 | Standard | 376 |
| 18 | Engineer | 164861.36 | 4 | 3 | 11 | 0 | 2 | 5 | 6.83 | 1.0 | Good | 455.55 | 44.790598 | No | 0.000000 | 294.753661 | High_spent_Large_value_payments | 1291.391006 | Good | 220 |
| 49 | Journalist | 5691341.00 | 7 | 3 | 19 | 3 | 6 | 0 | 1.23 | 1.0 | Standard | 277.93 | 40.278541 | No | 37.996378 | 65.372164 | High_spent_Small_value_payments | 327.928374 | Standard | 220 |
| 38 | Entrepreneur | 71111.10 | 8 | 6 | 14 | 2 | 28 | 15 | 12.14 | 9.0 | Standard | 1085.48 | 34.875800 | Yes | 80.104390 | 97.623141 | High_spent_Large_value_payments | 673.664969 | Standard | 126 |
| 49 | Engineer | 72790.92 | 3 | 5 | 5 | 4 | 9 | 9 | 3.89 | 0.0 | Good | 702.65 | 39.433733 | No | 157.304156 | 0.000000 | High_spent_Medium_value_payments | 611.401060 | Standard | 395 |
| 28 | Media_Manager | 69194.98 | 3 | 4 | 16 | 0 | 27 | 11 | 11.43 | 7.0 | Standard | 911.82 | 38.427029 | Yes | 0.000000 | 107.313349 | High_spent_Small_value_payments | 718.411484 | Standard | 229 |
| 33 | Teacher | 93704.19 | 3 | 4 | 20 | 2 | 26 | 14 | 19.21 | 5.0 | Standard | 1194.35 | 35.738425 | Yes | 88.939271 | 528.016108 | High_spent_Small_value_payments | 433.612871 | Standard | 341 |
| 49 | Journalist | 14528.37 | 3 | 5 | 10 | 2 | 14 | 4 | 5.50 | 2.0 | Good | 254.83 | 31.502123 | No | 21.081389 | 69.490126 | High_spent_Small_value_payments | 307.998235 | Good | 355 |
| 54 | Architect | 22283.07 | 4 | 4 | 17 | 3 | 22 | 17 | 13.56 | 1.0 | Standard | 160.38 | 33.094621 | Yes | 52.135736 | 41.080772 | High_spent_Medium_value_payments | 350.175741 | Standard | 256 |
| 19 | Accountant | 177696.92 | 5 | 5 | 9 | 1 | 13 | 9 | 17.50 | 7.0 | Good | 1182.91 | 43.105363 | No | 74.732590 | 726.382332 | Low_spent_Small_value_payments | 997.892744 | Good | 309 |
| 33 | Developer | 117827.22 | 1 | 1 | 5 | 2 | 14 | 9 | 10.37 | 5.0 | Good | 1470.72 | 43.186536 | No | 120.238504 | 171.309508 | High_spent_Medium_value_payments | 926.945488 | Standard | 233 |
| 24 | Journalist | 71172.68 | 4 | 5 | 11 | 2 | 20 | 20 | 1.32 | 1.0 | Good | 193.48 | 30.875391 | No | 94.035221 | 174.050811 | High_spent_Medium_value_payments | 550.419635 | Good | 316 |
| 52 | Scientist | 24376.73 | 7 | 4 | 9 | 1 | 24 | 8 | 8.90 | 3.0 | Standard | 1125.30 | 34.447820 | Yes | 18.305190 | 236.415119 | Low_spent_Small_value_payments | 227.919108 | Standard | 198 |
| 30 | Developer | 73052.94 | 4 | 4 | 14 | 2 | 25 | 10 | 1.93 | 3.0 | Standard | 583.73 | 32.969125 | NM | 64.603937 | 0.000000 | Low_spent_Small_value_payments | 509.839456 | Standard | 315 |
| 44 | Developer | 14431.49 | 0 | 6 | 6 | 0 | 12 | 7 | 7.46 | 3.0 | Good | 214.25 | 24.570803 | No | 0.000000 | 112.820740 | Low_spent_Medium_value_payments | 297.941677 | Standard | 0 |
| 46 | Teacher | 17737.60 | 4 | 7 | 8 | 0 | 6 | 1 | 6.20 | 7.0 | Good | 1420.93 | 26.612321 | No | 0.000000 | 32.871701 | High_spent_Medium_value_payments | 343.141632 | Standard | 317 |
| 35 | Writer | 125062.92 | 5 | 3 | 11 | 1 | 15 | 8 | 10.49 | 4.0 | Good | 1424.96 | 39.137783 | No | 73.981294 | 580.734864 | Low_spent_Medium_value_payments | 650.374842 | Standard | 0 |
| 28 | Lawyer | 37070.00 | 3 | 4 | 4 | 4 | 13 | 13 | 10.73 | 5.0 | Good | 387.26 | 28.285771 | No | 103.092665 | 372.279899 | Low_spent_Small_value_payments | 108.544103 | Good | 339 |
| 29 | Media_Manager | 85677.30 | 1 | 5 | 8 | 1 | 8 | 5 | 8.66 | 2.0 | Good | 415.77 | 37.482403 | No | 49.672081 | 55.875151 | High_spent_Large_value_payments | 848.430268 | Standard | 356 |
| 33 | Entrepreneur | 41329.56 | 2 | 3 | 7 | 1 | 2 | 0 | 6.66 | 2.0 | Good | 1245.01 | 39.362114 | NM | 20.553577 | 60.262517 | High_spent_Large_value_payments | 501.296907 | Good | 281 |
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