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| ID | Описание | Дата |
|---|---|---|
| bc98b91e-b575-452b-8481-ffe7be96a25e | architect back-end architectures | 1994-10-25 |
| ab2ea9fe-66dd-4074-8ace-d6a311ec0e4b | grow rich platforms | 2006-08-16 |
| 018f9a33-f8fb-4bff-bb49-6a1772bf85c5 | exploit rich experiences | 2020-12-29 |
| a404d9f9-97d6-4ed1-b4d5-feb64e95faef | utilize vertical infrastructures | 1995-03-03 |
| 837e5baa-6e32-4a39-b5eb-25ca607e54fe | drive sticky methodologies | 2014-06-09 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | Manager | 14884.465 | 8 | 5 | 1 | 4 | 25 | 15 | 6.79 | 4.0 | Good | 1122.86 | 36.248830 | NM | 37.786838 | 183.739827 | Low_spent_Small_value_payments | 222.310543 | Poor | 344 |
| 50 | Musician | 18268.610 | 3 | 4 | 6 | 4 | 26 | 14 | 11.05 | 3.0 | Standard | 393.05 | 27.223681 | Yes | 42.078776 | 129.630643 | Low_spent_Medium_value_payments | 240.028998 | Standard | 303 |
| 24 | Scientist | 25138.620 | 8 | 4 | 8 | 3 | 23 | 12 | 11.05 | 2.0 | Good | 329.82 | 33.867199 | No | 39.758206 | 0.000000 | Low_spent_Large_value_payments | 261.051691 | Good | 331 |
| 52 | Scientist | 41122.690 | 1 | 3 | 1 | 1 | 2 | 7 | 0.00 | 2.0 | Good | 1103.48 | 34.171782 | No | 22.114613 | 274.991968 | Low_spent_Large_value_payments | 344.682503 | Standard | 237 |
| 32 | Scientist | 14924.120 | 8 | 7 | 16 | 2 | 10 | 20 | 10.80 | 7.0 | Standard | 22.71 | 30.524738 | Yes | 19.928365 | 139.196160 | Low_spent_Medium_value_payments | 255.643142 | Standard | 131 |
| 25 | Architect | 19657.560 | 4 | 3 | 15 | 2 | 26 | 0 | 8.74 | 5.0 | Standard | 1480.88 | 25.050295 | Yes | 21.240117 | 143.690309 | Low_spent_Small_value_payments | 259.982574 | Standard | 67 |
| 38 | Doctor | 62983.020 | 5 | 3 | 20 | 6 | 9 | 0 | 19.14 | 5.0 | Standard | 1469.91 | 34.892957 | Yes | 199.479729 | 715.876972 | Low_spent_Small_value_payments | 0.000000 | Standard | 0 |
| 50 | Architect | 76072.760 | 6 | 6 | 12 | 0 | 30 | 13 | 11.57 | 4.0 | Standard | 359.79 | 31.643778 | NM | 0.000000 | 75.889325 | High_spent_Large_value_payments | 823.950341 | Standard | 392 |
| 23 | Architect | 25846.780 | 7 | 3 | 16 | 4 | 11 | 12 | 11.92 | 1.0 | Standard | 1.23 | 38.384598 | No | 85.276573 | 71.346714 | Low_spent_Small_value_payments | 324.366546 | Standard | 293 |
| 18 | Scientist | 86492.880 | 7 | 5 | 17 | 3 | 8 | 0 | 5.16 | 1.0 | Standard | 269.63 | 41.501968 | No | 172.346551 | 121.428910 | High_spent_Medium_value_payments | 663.798539 | Standard | 362 |
| 51 | Accountant | 65493.780 | 3 | 7 | 8 | 3 | 5 | 14 | 10.05 | 8.0 | Standard | 1255.36 | 30.894372 | Yes | 149.449891 | 199.581618 | High_spent_Medium_value_payments | 420.649991 | Standard | 388 |
| 34 | Writer | 33765.680 | 0 | 5 | 8 | 1 | 5 | 8 | 1.27 | 1.0 | Good | 469.44 | 41.707278 | No | 22.338799 | 31.213475 | High_spent_Large_value_payments | 439.328393 | Standard | 247 |
| 29 | Architect | 37827.770 | 4 | 1 | 5 | 3 | 4 | 8 | 15.96 | 2.0 | Good | 271.88 | 29.949527 | No | 91.636884 | 113.745473 | High_spent_Medium_value_payments | 356.249060 | Good | 383 |
| 38 | Musician | 7343.865 | 3 | 5 | 11 | 3 | 25 | 11 | 11.66 | 7.0 | Standard | 116.26 | 27.862951 | Yes | 10.433872 | 48.952549 | Low_spent_Small_value_payments | 299.912454 | Standard | 229 |
| 46 | Teacher | 83718.120 | 4 | 5 | 9 | 0 | 23 | 13 | 5.36 | 2.0 | Good | 640.59 | 32.433532 | No | 0.000000 | 124.774997 | High_spent_Small_value_payments | 809.676003 | Good | 365 |
| 19 | Teacher | 125854.120 | 6 | 4 | 12 | 3 | 10 | 10 | 5.69 | 6.0 | Standard | 1278.59 | 33.054202 | Yes | 171.772758 | 1353.991578 | Low_spent_Small_value_payments | 0.000000 | Standard | 275 |
| 39 | Developer | 33405.740 | 3 | 6 | 20 | 1 | 27 | 6 | 7.77 | 0.0 | Standard | 196.30 | 29.502296 | Yes | 16.280688 | 198.447218 | Low_spent_Large_value_payments | 303.853260 | Standard | 288 |
| 29 | Scientist | 65929.120 | 6 | 5 | 18 | 2 | 8 | 11 | 17.76 | 12.0 | Standard | 1329.17 | 31.394649 | Yes | 64.916690 | 104.395714 | High_spent_Medium_value_payments | 645.596929 | Standard | 242 |
| 25 | Musician | 140770.160 | 8 | 6 | 12 | 0 | 12 | 8 | 6.83 | 4.0 | Standard | 1375.36 | 36.697084 | Yes | 0.000000 | 245.944648 | High_spent_Large_value_payments | 1156.540019 | Standard | 301 |
| 54 | Mechanic | 115724.400 | 3 | 6 | 10 | 2 | 14 | 12 | 8.54 | 8.0 | Good | 1480.98 | 27.465768 | No | 149.201271 | 248.360838 | High_spent_Large_value_payments | 829.307891 | Good | 335 |
| 23 | Manager | 17196.440 | 3 | 8 | 19 | 3 | 31 | 17 | 16.31 | 10.0 | Standard | 1310.39 | 28.742867 | Yes | 29.986393 | 158.183035 | Low_spent_Small_value_payments | 245.634239 | Poor | 83 |
| 27 | Developer | 38726.470 | 0 | 4 | 10 | 0 | 12 | 11 | 1.59 | 4.0 | Good | 259.59 | 28.718929 | No | 0.000000 | 76.878832 | High_spent_Medium_value_payments | 519.841751 | Standard | 268 |
| 55 | Lawyer | 134328.900 | 2 | 4 | 8 | 0 | 3 | 5 | 3.76 | 2.0 | Good | 579.41 | 39.956911 | No | 0.000000 | 187.381716 | High_spent_Medium_value_payments | 1195.625784 | Standard | 0 |
| 38 | Accountant | 91771.290 | 5 | 3 | 5 | 3 | 32 | 10 | 17.13 | 8.0 | Standard | 1266.35 | 30.731093 | Yes | 176.579352 | 0.000000 | High_spent_Large_value_payments | 661.791095 | Standard | 137 |
| 22 | Entrepreneur | 22320.325 | 0 | 7 | 9 | 3 | 23 | 4262 | 4.63 | 4.0 | Good | 983.12 | 22.888349 | No | 40.926980 | 215.479521 | Low_spent_Small_value_payments | 230.196207 | Poor | 226 |
| 35 | Media_Manager | 141164.600 | 4 | 5 | 9 | 2 | 28 | 9 | 17.74 | 1.0 | Standard | 285.59 | 27.368568 | Yes | 138.830278 | 723.414795 | Low_spent_Large_value_payments | 562.326594 | Poor | 380 |
| 22 | Scientist | 21677.905 | 1 | 4 | 11 | 1 | 10 | 1 | 4.71 | 5.0 | Good | 585.36 | 40.117002 | No | 11.503369 | 79.186080 | High_spent_Small_value_payments | 355.259759 | Standard | 400 |
| 25 | Musician | 22181.400 | 3 | 3 | 4 | 3 | 18 | 8 | 11.61 | 3.0 | Good | 1479.62 | 35.818151 | No | 42.812666 | 0.000000 | Low_spent_Small_value_payments | 203.343544 | Good | 375 |
| 43 | Teacher | 19656.510 | 7 | 5 | 5 | 4 | 2 | 16 | 16.89 | 7.0 | Standard | 786.15 | 38.445892 | NM | 48.689090 | 124.265045 | Low_spent_Large_value_payments | 264.250115 | Standard | 132 |
| 22 | Accountant | 35108.510 | 3 | 7 | 2 | 1 | 8 | 5 | 11.35 | 4.0 | Good | 15.74 | 35.480292 | No | 23.947619 | 73.130037 | High_spent_Medium_value_payments | 437.993261 | Poor | 278 |
| 37 | Manager | 32631.540 | 0 | 1 | 7 | 0 | 11 | 2 | 7.63 | 0.0 | Good | 1013.79 | 31.736768 | No | 0.000000 | 127.883610 | High_spent_Small_value_payments | 408.645890 | Standard | 302 |
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