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ID | Описание | Дата |
---|---|---|
1897f208-0c33-423c-b307-8adc50493027 | orchestrate bleeding-edge communities | 2024-10-27 |
1fb2560f-15cc-4a02-965c-77e4931785fe | incentivize B2B infrastructures | 2011-04-04 |
76efa336-45e3-4bae-b9fa-aecb6f9080bd | cultivate global e-tailers | 1984-08-28 |
5b654ee5-7ee7-4122-93a6-c3ff62cca0ce | harness synergistic synergies | 1999-04-26 |
74ef839d-dad6-4f5a-937d-2cecb55dfd61 | innovate one-to-one models | 1978-04-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Entrepreneur | 15606.515 | 3 | 4 | 6 | 4 | 7 | 1 | 9.37 | 2.0 | Good | 257.85 | 31.791401 | NM | 35.626373 | 35.993126 | High_spent_Small_value_payments | 311.834793 | Poor | 398 |
18 | Architect | 13486.615 | 8 | 6 | 8 | 2 | 8 | 10 | 11.26 | 1.0 | Good | 45.37 | 27.409440 | No | 14.724662 | 23.179065 | High_spent_Large_value_payments | 302.484732 | Good | 224 |
40 | Musician | 68110.830 | 5 | 7 | 9 | 3 | 23 | 15 | 19.13 | 1.0 | Standard | 147.77 | 30.460601 | Yes | 102.691062 | 170.045213 | Low_spent_Medium_value_payments | 554.253976 | Poor | 367 |
26 | Mechanic | 20380.510 | 8 | 3 | 20 | 5 | 6 | 15 | 9.50 | 12.0 | Standard | 153.70 | 24.828480 | Yes | 57.299498 | 184.214650 | Low_spent_Medium_value_payments | 223.923436 | Standard | 162 |
26 | Lawyer | 131931.120 | 5 | 5 | 12 | 2 | 7 | 3 | 3.19 | 6.0 | Good | 1381.10 | 24.741376 | No | 177.893492 | 908.262638 | Low_spent_Small_value_payments | 308.369871 | Good | 218 |
45 | Writer | 107626.590 | 3 | 5 | 11 | 3 | 28 | 15 | 11.10 | 8.0 | Standard | 914.63 | 39.752705 | Yes | 163.802794 | 407.439230 | Low_spent_Large_value_payments | 608.346225 | Standard | 221 |
49 | Mechanic | 19271.825 | 0 | 4 | 7 | 0 | 9 | 9 | 3.51 | 8.0 | Good | 113.02 | 36.653193 | NM | 0.000000 | 245.866024 | Low_spent_Small_value_payments | 234.732518 | Good | 218 |
28 | Engineer | 44572.430 | 2 | 4 | 10 | 0 | 4 | 8 | 4.09 | 1.0 | Good | 198.87 | 32.661507 | No | 0.000000 | 160.956103 | High_spent_Small_value_payments | 474.780813 | Good | 181 |
32 | Entrepreneur | 56795.280 | 6 | 7 | 8 | 4 | 21 | 5 | 14.31 | 7.0 | Standard | 1344.35 | 37.964457 | NM | 147.896043 | 81.631073 | High_spent_Small_value_payments | 482.566884 | Good | 271 |
32 | Media_Manager | 35849.770 | 3 | 3 | 8 | 2 | 25 | 18 | 9.20 | 5.0 | Standard | 566.08 | 38.913598 | Yes | 58.057871 | 0.000000 | High_spent_Medium_value_payments | 414.260965 | Standard | 237 |
21 | Lawyer | 29949.100 | 3 | 3 | 6 | 7 | 13 | 17 | 9.87 | 5.0 | Standard | 1316.19 | 31.928041 | Yes | 148.997444 | 82.859968 | Low_spent_Large_value_payments | 280.118421 | Standard | 243 |
46 | Mechanic | 17766.930 | 5 | 6 | 11 | 1 | 18 | 0 | 11.56 | 2.0 | Good | 195.48 | 26.114834 | No | 9.712736 | 58.132461 | Low_spent_Small_value_payments | 344.112554 | Standard | 362 |
39 | Engineer | 94529.820 | 3 | 5 | 10 | 0 | 21 | 14 | 13.32 | 8.0 | Standard | 731.94 | 30.423255 | Yes | 0.000000 | 273.618124 | Low_spent_Medium_value_payments | 821.730376 | Good | 322 |
52 | Architect | 77439.870 | 3 | 4 | 13 | 2 | 20 | 12 | 3.34 | 2.0 | Standard | 879.87 | 40.059783 | No | 71.515841 | 300.979800 | Low_spent_Small_value_payments | 567.936609 | Standard | 183 |
32 | Manager | 36136.490 | 6 | 3 | 18 | 2 | 25 | 14 | 18.91 | 6.0 | Standard | 453.40 | 39.744867 | NM | 42.473990 | 0.000000 | High_spent_Large_value_payments | 433.497893 | Standard | 393 |
41 | Scientist | 20328.250 | 5 | 4 | 16 | 0 | 19 | 0 | 17.19 | 5.0 | Standard | 1025.98 | 40.707700 | Yes | 0.000000 | 39.022598 | High_spent_Medium_value_payments | 367.079485 | Standard | 62 |
24 | Architect | 68911.260 | 8 | 6 | 20 | 2 | 23 | 10 | 11.50 | 9.0 | Standard | 174.74 | 30.839286 | Yes | 81.890725 | 117.619672 | High_spent_Large_value_payments | 627.650103 | Standard | 231 |
51 | Media_Manager | 40639.060 | 1 | 1 | 3 | 0 | 0 | 0 | 2.50 | 4.0 | Good | 853.92 | 34.262079 | No | 0.000000 | 297.601781 | Low_spent_Large_value_payments | 329.657053 | Good | 279 |
50 | Musician | 25757.560 | 7 | 6 | 14 | 2 | 19 | 3447 | 9.02 | 4.0 | Standard | 912.72 | 25.072801 | No | 41.705851 | 178.303101 | Low_spent_Small_value_payments | 290.537381 | Poor | 194 |
28 | Architect | 35511.530 | 6 | 4 | 20 | 3 | 7 | 17 | 14.09 | 0.0 | Standard | 1109.03 | 31.463176 | Yes | 69.966562 | 158.317568 | High_spent_Small_value_payments | 347.145286 | Standard | 292 |
56 | Musician | 60323.340 | 4 | 7 | 6 | 4 | 5 | 12 | 1.07 | 2.0 | Standard | 600.73 | 24.951378 | No | 112.446855 | 322.483940 | Low_spent_Small_value_payments | 332.063705 | Standard | 348 |
49 | Accountant | 88165.120 | 5 | 4 | 3 | 2 | 16 | 0 | 4.48 | 1.0 | Good | 67.90 | 30.017273 | No | 85.915958 | 438.573804 | Low_spent_Small_value_payments | 520.219571 | Good | 248 |
22 | Journalist | 69324.200 | 2 | 3 | 7 | 1 | 6 | 4 | 11.02 | 6.0 | Good | 155.04 | 36.842400 | No | 53.881242 | 316.058421 | High_spent_Small_value_payments | 479.662004 | Good | 329 |
53 | Lawyer | 42359.240 | 7 | 5 | 11 | 0 | 27 | 0 | 8.82 | 4.0 | Standard | 164.09 | 38.694324 | No | 0.000000 | 273.094230 | Low_spent_Small_value_payments | 392.599437 | Standard | 302 |
23 | Writer | 15820.755 | 7 | 4 | 9 | 2 | 17 | 12 | 16.70 | 5.0 | Standard | 590.29 | 33.475512 | Yes | 17.780309 | 104.687591 | Low_spent_Small_value_payments | 328.171725 | Standard | 338 |
38 | Engineer | 33816.410 | 4 | 4 | 8 | 0 | 5 | 4 | 10.36 | 7.0 | Good | 308.06 | 32.750143 | No | 0.000000 | 46.533501 | High_spent_Medium_value_payments | 480.669915 | Good | 220 |
53 | Teacher | 73455.030 | 8 | 4 | 7 | 2 | 10 | 8 | 1.83 | 7.0 | Standard | 833.37 | 37.493122 | No | 86.494801 | 141.749438 | High_spent_Small_value_payments | 668.481011 | Standard | 357 |
17 | Media_Manager | 34243.280 | 7 | 10 | 18 | 7 | 28 | 23 | 10.92 | 11.0 | Bad | 1405.24 | 28.716273 | Yes | 195.099790 | 113.735949 | Low_spent_Small_value_payments | 240.624927 | Poor | 66 |
37 | Lawyer | 36875.140 | 6 | 4 | 13 | 4 | 29 | 16 | 18.42 | 3.0 | Standard | 473.60 | 33.869671 | Yes | 109.894387 | 123.458553 | Low_spent_Medium_value_payments | 331.239893 | Standard | 0 |
35 | Lawyer | 22744.150 | 8 | 3 | 14 | 0 | 23 | 14 | 7.73 | 2.0 | Standard | 116.17 | 28.679216 | Yes | 0.000000 | 145.411646 | Low_spent_Small_value_payments | 335.622937 | Standard | 350 |
46 | Engineer | 109744.860 | 8 | 4 | 19 | 1 | 20 | 13 | 7.33 | 2.0 | Standard | 55.20 | 28.273733 | Yes | 72.516053 | 342.654411 | Low_spent_Large_value_payments | 746.470036 | Standard | 389 |
45 | Manager | 12821.845 | 7 | 6 | 17 | 1 | 13 | 23 | 2.76 | 2.0 | Standard | 1475.23 | 25.935154 | No | 10.211494 | 0.000000 | High_spent_Large_value_payments | 307.528506 | Standard | 220 |
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