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| ID | Описание | Дата |
|---|---|---|
| b7ff80e4-2830-44fc-b172-58447520df8d | exploit impactful info-mediaries | 1995-06-21 |
| f9ca0bf4-f64f-46b0-b2c3-47c339d810b7 | leverage viral models | 1995-04-10 |
| 26d7b78f-120a-49c8-86ee-00d0b3a15a07 | enable proactive e-tailers | 2009-09-02 |
| d3da21a6-2e69-4b46-9d51-c29d251d27c8 | exploit dynamic mindshare | 1992-08-09 |
| ca9ed7f6-db99-4457-8ecd-8ac2659b0548 | syndicate impactful web services | 1999-10-10 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14 | Musician | 35133.490 | 4 | 4 | 8 | 3 | 16 | 12 | 7.29 | 4.0 | Standard | 586.60 | 38.002487 | Yes | 45.892911 | 237.135332 | Low_spent_Small_value_payments | 295.350841 | Standard | 343 |
| 34 | Teacher | 34514.510 | 4 | 6 | 9 | 4 | 29 | 10 | 7.25 | 3.0 | Standard | 841.46 | 28.045864 | Yes | 102.462583 | 284.024383 | Low_spent_Small_value_payments | 210.233951 | Standard | 209 |
| 41 | Lawyer | 79367.940 | 3 | 4 | 9 | 0 | 6 | 17 | 15.33 | 4.0 | Standard | 1137.41 | 41.399068 | Yes | 0.000000 | 199.850595 | High_spent_Small_value_payments | 713.748905 | Standard | 278 |
| 20 | Engineer | 9592.415 | 3 | 4 | 9 | 3 | 27 | 0 | 1.96 | 4.0 | Good | 754.55 | 40.025723 | No | 12.375677 | 45.989968 | Low_spent_Medium_value_payments | 271.871147 | Standard | 0 |
| 47 | Teacher | 33683.380 | 8 | 6 | 9 | 4 | 19 | 20 | 3.32 | 3.0 | Good | 622.08 | 36.801169 | No | 78.366892 | 34.468816 | High_spent_Large_value_payments | 392.459125 | Good | 393 |
| 43 | Lawyer | 75050.370 | 7 | 7 | 11 | 4 | 8 | 16 | 10.58 | 9.0 | Standard | 509.49 | 25.061462 | Yes | 179.896879 | 95.935330 | High_spent_Medium_value_payments | 594.687541 | Standard | 209 |
| 20 | Journalist | 81793.560 | 6 | 7 | 19 | 3 | 10 | 17 | 4.47 | 7.0 | Standard | 1208.29 | 29.338188 | Yes | 124.459116 | 679.565372 | Low_spent_Medium_value_payments | 152.888511 | Standard | 359 |
| 22 | Musician | 60460.920 | 4 | 6 | 16 | 1 | 22 | 8 | 9.30 | 8.0 | Standard | 1040.47 | 34.095401 | Yes | 40.275014 | 151.846785 | High_spent_Small_value_payments | 553.419201 | Standard | 174 |
| 31 | Accountant | 107157.120 | 8 | 6 | 9 | 0 | 23 | 19 | 5.90 | 2.0 | Good | 182.91 | 43.760840 | No | 0.000000 | 118.472526 | High_spent_Large_value_payments | 1039.403474 | Poor | 314 |
| 35 | Journalist | 77604.320 | 1 | 7 | 5 | 3 | 0 | 12 | 4.51 | 1.0 | Good | 550.67 | 26.056877 | No | 153.325414 | 236.344471 | High_spent_Medium_value_payments | 490.332782 | Poor | 255 |
| 26 | Manager | 156687.160 | 2 | 3 | 7 | 1 | 1 | 5 | 5.52 | 3.0 | Good | 500.94 | 32.358852 | NM | 80.576532 | 114.541444 | High_spent_Large_value_payments | 1354.408358 | Good | 0 |
| 21 | Architect | 18822.020 | 4 | 3 | 19 | 2 | 11 | 18 | 9.63 | 10.0 | Standard | 1464.16 | 26.288555 | Yes | 16.429684 | 36.119871 | High_spent_Large_value_payments | 369.600611 | Standard | 189 |
| 39 | Manager | 20062.860 | 7 | 7 | 17 | 1 | 9 | 12 | 8.68 | 1.0 | Standard | 769.51 | 34.574887 | Yes | 8.561281 | 47.639298 | Low_spent_Medium_value_payments | 367.189921 | Standard | 0 |
| 29 | Architect | 75402.520 | 2 | 4 | 3 | 3 | 0 | 5 | 3.46 | 2.0 | Good | 725.97 | 37.419402 | No | 177.208905 | 45.728825 | High_spent_Large_value_payments | 639.216603 | Good | 0 |
| 49 | Manager | 72099.140 | 4 | 3 | 2 | 4 | 15 | 2 | 11.27 | 4.0 | Good | 1421.95 | 27.044605 | No | 189.886104 | 591.319349 | Low_spent_Medium_value_payments | 106.720714 | Good | 331 |
| 56 | Journalist | 31226.770 | 5 | 7 | 11 | 0 | 16 | 5 | 0.97 | 3.0 | Good | 1426.06 | 28.250058 | NM | 0.000000 | 32.609512 | High_spent_Medium_value_payments | 505.213572 | Standard | 261 |
| 52 | Manager | 31848.720 | 5 | 3 | 9 | 3 | 5 | 3 | 9.25 | 4.0 | Good | 619.73 | 38.654078 | No | 74.324207 | 117.317335 | High_spent_Small_value_payments | 327.164458 | Good | 315 |
| 17 | Accountant | 8886.055 | 8 | 3 | 6 | 6 | 16 | 10 | 12.43 | 8.0 | Standard | 1190.59 | 30.803057 | Yes | 34.788882 | 0.000000 | Low_spent_Medium_value_payments | 281.657546 | Standard | 226 |
| 27 | Teacher | 65668.780 | 2 | 6 | 4 | 4 | 9 | 11 | 7.36 | 0.0 | Good | 1261.43 | 35.712262 | No | 135.148740 | 433.870612 | Low_spent_Small_value_payments | 244.820482 | Poor | 344 |
| 49 | Scientist | 42235.770 | 0 | 3 | 8 | 4 | 22 | 0 | 6.83 | 1.0 | Good | 1366.30 | 36.411272 | No | 82.562877 | 64.036645 | High_spent_Large_value_payments | 459.865229 | Poor | 372 |
| 28 | Lawyer | 52639.650 | 3 | 6 | 9 | 4 | 27 | 8 | 9.00 | 6.0 | Standard | 1477.09 | 31.765566 | Yes | 109.953471 | 450.019978 | Low_spent_Small_value_payments | 191.890301 | Poor | 130 |
| 49 | Teacher | 17039.415 | 2 | 5 | 4 | 0 | 8 | 4 | 3.07 | 4.0 | Good | 1373.74 | 30.838958 | NM | 0.000000 | 81.717118 | Low_spent_Small_value_payments | 369.978007 | Poor | 0 |
| 19 | Developer | 69348.700 | 8 | 7 | 11 | 0 | 19 | 10 | 3.53 | 1.0 | Standard | 973.83 | 25.995590 | No | 0.000000 | 114.119010 | High_spent_Medium_value_payments | 687.086824 | Standard | 370 |
| 53 | Scientist | 29536.930 | 4 | 7 | 7 | 2 | 23 | 3060 | 10.92 | 3.0 | Standard | 607.50 | 28.578608 | Yes | 38.737264 | 172.748851 | Low_spent_Small_value_payments | 311.454968 | Standard | 260 |
| 55 | Architect | 14230.995 | 3 | 3 | 10 | 4 | 5 | 8 | 8.64 | 3.0 | Good | 626.64 | 32.752505 | No | 44.913080 | 59.250524 | High_spent_Small_value_payments | 294.028021 | Standard | 398 |
| 42 | Accountant | 31700.120 | 5 | 5 | 12 | 3 | 15 | 7 | 11.02 | 3.0 | Good | 1302.53 | 39.677897 | No | 45.663686 | 178.892439 | Low_spent_Large_value_payments | 309.011542 | Poor | 396 |
| 30 | Developer | 21526.910 | 6 | 6 | 19 | 2 | 19 | 20 | 19.28 | 7.0 | Standard | 261.14 | 38.472938 | Yes | 20.923227 | 16.388170 | High_spent_Large_value_payments | 356.779520 | Standard | 202 |
| 52 | Lawyer | 41911.840 | 3 | 5 | 13 | 1 | 13 | 16 | 1.64 | 4.0 | Standard | 332.23 | 32.505592 | No | 29.348846 | 439.320452 | Low_spent_Small_value_payments | 153.496036 | Standard | 223 |
| 54 | Doctor | 98495.800 | 5 | 5 | 14 | 1 | 7 | 6 | 7.73 | 7.0 | Standard | 1362.58 | 26.570572 | Yes | 60.763268 | 550.360429 | Low_spent_Medium_value_payments | 482.274636 | Standard | 375 |
| 49 | Writer | 70481.190 | 8 | 5 | 16 | 0 | 26 | 10 | 8.75 | 4.0 | Standard | 1087.10 | 27.006917 | Yes | 0.000000 | 220.536160 | High_spent_Medium_value_payments | 587.907090 | Standard | 311 |
| 48 | Entrepreneur | 28161.850 | 8 | 5 | 6 | 4 | 30 | 12 | 7.72 | 0.0 | Standard | 699.69 | 29.720500 | Yes | 93.506721 | 225.673610 | Low_spent_Small_value_payments | 213.101753 | Standard | 295 |
| 35 | Accountant | 17818.600 | 4 | 6 | 14 | 1 | 29 | 15 | 10.91 | 3.0 | Standard | 301.52 | 37.162606 | No | 11.581102 | 60.468590 | High_spent_Small_value_payments | 353.938642 | Standard | 226 |
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