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| ID | Описание | Дата |
|---|---|---|
| bf605923-7a31-477b-bc52-91a4ad8810e1 | engage one-to-one methodologies | 1986-10-17 |
| 1423d544-bab2-4ff2-bde4-7231e478b08e | innovate frictionless info-mediaries | 1983-07-17 |
| fd8a944b-f7c7-44c9-b8c3-7ee10f3d349c | envisioneer robust action-items | 2018-05-05 |
| 5e9264fc-ca18-4f1a-b1bf-552585376e02 | incentivize plug-and-play communities | 2010-10-17 |
| f9b8dc97-7531-47c2-b7e2-bc5567628a08 | aggregate holistic networks | 2012-05-06 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | Media_Manager | 12909.895 | 5 | 5 | 13 | 0 | 22 | 15 | 7.58 | 1.0 | Standard | 602.50 | 29.427232 | NM | 0.000000 | 110.974222 | Low_spent_Small_value_payments | 264.408237 | Standard | 208 |
| 38 | Doctor | 20193.590 | 3 | 3 | 8 | 5 | 21 | 12 | 11.42 | 6.0 | Standard | 1109.22 | 36.557773 | Yes | 68.090540 | 66.423066 | Low_spent_Large_value_payments | 275.566311 | Standard | 151 |
| 30 | Lawyer | 42772.490 | 4 | 4 | 2 | 4 | 13 | 10 | 1.26 | 2.0 | Good | 1321.62 | 38.256079 | No | 140.919684 | 63.455768 | High_spent_Large_value_payments | 402.061964 | Good | 376 |
| 41 | Lawyer | 21302.970 | 8 | 3 | 15 | 3 | 19 | 16 | 17.52 | 4.0 | Standard | 481.28 | 36.530372 | Yes | 48.939246 | 160.402176 | Low_spent_Small_value_payments | 260.583328 | Standard | 387 |
| 27 | Lawyer | 32424.340 | 3 | 5 | 5 | 0 | 9 | 20 | 10.46 | 4.0 | Standard | 159.90 | 36.166355 | Yes | 0.000000 | 217.010156 | Low_spent_Small_value_payments | 329.092677 | Standard | 221 |
| 45 | Scientist | 142665.960 | 8 | 6 | 6 | 0 | 25 | 20 | 16.42 | 2.0 | Standard | 474.50 | 29.207735 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 634.589475 | Standard | 265 |
| 21 | Architect | 72576.040 | 5 | 3 | 7 | 4 | 5 | 11 | 2.27 | 1.0 | Good | 478.74 | 29.383110 | No | 197.009932 | 291.267905 | Low_spent_Large_value_payments | 375.122497 | Good | 293 |
| 46 | Media_Manager | 43543.720 | 3 | 3 | 7 | 1 | 3 | 3 | 6.70 | 1.0 | Good | 189.81 | 35.049803 | No | 33.438042 | 454.261159 | Low_spent_Small_value_payments | 149.965132 | Standard | 0 |
| 35 | Manager | 34317.600 | 5 | 3 | 7 | 0 | 11 | 12 | 2.07 | 4.0 | Good | 386.33 | 37.114219 | No | 0.000000 | 29.307823 | High_spent_Large_value_payments | 490.172177 | Standard | 322 |
| 56 | Doctor | 12151.750 | 5 | 3 | 10 | 1 | 17 | 15 | 1.79 | 2.0 | Standard | 1011.03 | 25.225974 | No | 7.249926 | 78.730926 | Low_spent_Large_value_payments | 302.783731 | Standard | 280 |
| 36 | Engineer | 101641.140 | 5 | 3 | 13 | 3 | 24 | 13 | 19.97 | 9.0 | Standard | 631.40 | 38.569977 | Yes | 171.938473 | 213.435000 | High_spent_Large_value_payments | 682.936027 | Standard | 165 |
| 31 | Doctor | 77476.680 | 4 | 5 | 10 | 3 | 21 | 9 | 11.19 | 2.0 | Standard | 801.87 | 29.180789 | No | 112.638256 | 165.255623 | High_spent_Medium_value_payments | 595.645120 | Standard | 373 |
| 36 | Entrepreneur | 63195.210 | 4 | 7 | 6 | 0 | 29 | 15 | 14.60 | 0.0 | Standard | 1113.92 | 27.610326 | No | 0.000000 | 345.666071 | Low_spent_Small_value_payments | 476.160679 | Standard | 381 |
| 23 | Manager | 82339.360 | 7 | 3 | 19 | 4 | 9 | 17 | 18.20 | 7.0 | Standard | 1136.96 | 42.673806 | Yes | 180.838338 | 83.415654 | High_spent_Medium_value_payments | 680.207342 | Standard | 338 |
| 37 | Architect | 80247.240 | 7 | 6 | 21 | 4 | 17 | 18 | 12.70 | 12.0 | Bad | 1266.03 | 31.326111 | NM | 164.447438 | 380.035775 | High_spent_Small_value_payments | 377.743787 | Standard | 224 |
| 26 | Scientist | 40255.560 | 6 | 3 | 20 | 0 | 24 | 13 | 12.38 | 5.0 | Standard | 1001.61 | 28.287708 | Yes | 0.000000 | 262.677794 | Low_spent_Large_value_payments | 339.685206 | Standard | 338 |
| 40 | Doctor | 33980.480 | 6 | 4 | 13 | 2 | 14 | 8 | 19.23 | 4.0 | Standard | 955.32 | 30.331206 | Yes | 34.442000 | 104.857792 | Low_spent_Small_value_payments | 436.270875 | Standard | 365 |
| 34 | Lawyer | 80661.320 | 5 | 4 | 30 | 4 | 13 | 16 | 9.58 | 5.0 | Standard | 1482.15 | 28.077603 | Yes | 135.562474 | 80.217330 | High_spent_Large_value_payments | 679.397862 | Standard | 91 |
| 42 | Lawyer | 28825.730 | 5 | 6 | 19 | 5 | 14 | 20 | 19.21 | 8.0 | Standard | 1310.98 | 31.944708 | Yes | 76.405950 | 67.274429 | High_spent_Large_value_payments | 361.134038 | Standard | 164 |
| 38 | Entrepreneur | 36140.120 | 7 | 4 | 17 | 5 | 27 | 21 | 16.76 | 8.0 | Standard | 1450.70 | 25.743375 | Yes | 113.188414 | 163.548523 | High_spent_Small_value_payments | 300.030729 | Poor | 156 |
| 22 | Scientist | 73665.330 | 8 | 4 | 6 | 1 | 23 | 0 | 15.69 | 6.0 | Standard | 794.92 | 35.812266 | No | 41.348641 | 267.007942 | Low_spent_Medium_value_payments | 579.721167 | Standard | 231 |
| 25 | Accountant | 33718.860 | 3 | 3 | 3 | 4 | 11 | 5 | 6.01 | 4.0 | Good | 872.26 | 22.667734 | No | 96.944932 | 183.457825 | Low_spent_Small_value_payments | 302.487743 | Good | 338 |
| 31 | Teacher | 20804.740 | 3 | 3 | 10 | 0 | 12 | 2879 | 5.06 | 8.0 | Good | 1378.31 | 31.302879 | No | 0.000000 | 65.917547 | High_spent_Medium_value_payments | 372.255286 | Standard | 389 |
| 41 | Mechanic | 63661.600 | 3 | 5 | 16 | 2 | 23 | 0 | 1.03 | 1.0 | Standard | 1167.20 | 30.180240 | NM | 69.435530 | 237.594977 | Low_spent_Small_value_payments | 542.782826 | Poor | 336 |
| 27 | Writer | 68561.310 | 6 | 5 | 12 | 2 | 30 | 14 | 10.72 | 8.0 | Standard | 93.67 | 27.345557 | Yes | 58.021274 | 74.383038 | High_spent_Large_value_payments | 667.039938 | Standard | 359 |
| 25 | Lawyer | 33940.000 | 3 | 5 | 3 | 2 | 8 | 2 | 2.82 | 0.0 | Good | 947.25 | 31.392104 | No | 56.502790 | 167.351909 | High_spent_Small_value_payments | 324.478634 | Standard | 321 |
| 40 | Manager | 145545.360 | 1 | 4 | 9 | 1 | 2 | 3 | 9.73 | 1.0 | Good | 168.33 | 27.053415 | No | 114.518451 | 920.629968 | Low_spent_Medium_value_payments | 443.329581 | Good | 0 |
| 40 | Architect | 17663.535 | 0 | 3 | 3 | 1 | 1 | 9 | 4.39 | 1.0 | Good | 1327.57 | 34.162562 | No | 10.629230 | 153.963204 | Low_spent_Large_value_payments | 282.203691 | Good | 220 |
| 20 | Architect | 34977.920 | 6 | 4 | 3 | 4 | 0 | 14 | 4.29 | 4.0 | Good | 992.64 | 35.658888 | No | 95.274601 | 300.736394 | Low_spent_Small_value_payments | 161.071671 | Standard | 215 |
| 30 | Accountant | 121151.400 | 3 | 4 | 1 | 2 | 11 | 7 | 8.84 | 6.0 | Good | 42.69 | 26.408004 | No | 101.404872 | 534.078456 | Low_spent_Medium_value_payments | 668.511672 | Standard | 345 |
| 45 | Architect | 106614.180 | 3 | 6 | 6 | 2 | 7 | 0 | 2.89 | 4.0 | Good | 40.71 | 29.988713 | No | 105.178651 | 170.647256 | High_spent_Large_value_payments | 879.225593 | Standard | 306 |
| 18 | Scientist | 25122.470 | 4 | 4 | 16 | 4 | 16 | 17 | 19.68 | 9.0 | Standard | 1247.63 | 36.305454 | Yes | 62.484556 | 159.627044 | Low_spent_Small_value_payments | 253.942317 | Poor | 0 |
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