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ID | Описание | Дата |
---|---|---|
ed62b6a5-4c6b-4ad5-91ee-0ec16ddda667 | aggregate innovative solutions | 2008-07-24 |
7ea31b43-ad01-4ec8-b0e6-7ca58d0d8211 | synergize interactive info-mediaries | 2007-03-28 |
c2744266-bfd6-4836-89f5-693d03a2dee2 | drive strategic vortals | 2002-08-02 |
59d983e3-6d78-405e-9fb0-2c8663df4eeb | envisioneer holistic channels | 2020-11-16 |
d9c8addd-024a-4657-a8e1-370ecd7f1e0c | envisioneer collaborative e-commerce | 1987-05-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Mechanic | 65299.380 | 4 | 5 | 8 | 2 | 7 | 0 | 5.68 | 1.0 | Good | 1177.38 | 37.496577 | No | 77.009313 | 128.578154 | Low_spent_Large_value_payments | 594.974033 | Poor | 314 |
16 | Media_Manager | 85915.320 | 6 | 7 | 13 | 4 | 9 | 20 | 14.51 | 6.0 | Standard | 429.12 | 39.948059 | Yes | 167.081471 | 250.236673 | High_spent_Medium_value_payments | 555.842855 | Standard | 67 |
45 | Mechanic | 85720.480 | 7 | 6 | 16 | 4 | 17 | 17 | 3.31 | 8.0 | Standard | 707.08 | 31.510444 | Yes | 171.477150 | 69.049937 | High_spent_Large_value_payments | 699.410246 | Standard | 207 |
46 | Mechanic | 17519.775 | 6 | 5 | 15 | 2 | 28 | 11 | 2.00 | 0.0 | Standard | 290.97 | 24.206677 | No | 27.294877 | 54.332652 | High_spent_Medium_value_payments | 304.670596 | Standard | 194 |
31 | Journalist | 147996.720 | 2 | 4 | 6 | 3 | 9 | 10 | 2.19 | 2.0 | Good | 248.16 | 33.920304 | NM | 197.132951 | 310.153315 | High_spent_Large_value_payments | 972.219734 | Good | 285 |
40 | Doctor | 26411.810 | 5 | 6 | 6 | 4 | 26 | 15 | 11.78 | 6.0 | Good | 1223.30 | 25.949408 | No | 140.610575 | 17.494295 | High_spent_Large_value_payments | 359.044467 | Good | 351 |
45 | Writer | 16989.600 | 5 | 6 | 7 | 3 | 13 | 0 | 10.09 | 1.0 | Good | 59.76 | 30.329114 | No | 29.197024 | 15.725582 | High_spent_Medium_value_payments | 321.657394 | Good | 249 |
53 | Journalist | 82146.630 | 5 | 3 | 6 | 3 | 17 | 7 | 2.46 | 2.0 | Good | 804.62 | 33.963353 | No | 128.293075 | 0.000000 | Low_spent_Medium_value_payments | 165.734787 | Good | 349 |
30 | Mechanic | 65247.820 | 3 | 5 | 12 | 2 | 19 | 0 | 3.10 | 1.0 | Good | 344.92 | 36.155754 | No | 105.018786 | 231.094347 | High_spent_Medium_value_payments | 478.818700 | Standard | 208 |
44 | Lawyer | 31364.960 | 6 | 5 | 10 | 0 | 17 | 9 | 21.47 | 7.0 | Standard | 948.01 | 25.994043 | Yes | 0.000000 | 89.128567 | Low_spent_Small_value_payments | 458.246100 | Standard | 192 |
27 | Engineer | 69806.760 | 3 | 4 | 19 | 0 | 22 | 20 | 6.49 | 4.0 | Standard | 192.43 | 40.391991 | Yes | 0.000000 | 170.047317 | High_spent_Medium_value_payments | 685.475683 | Standard | 226 |
18 | Doctor | 122915.960 | 5 | 5 | 17 | 2 | 16 | 13 | 7.89 | 3.0 | Standard | 478.02 | 37.011151 | No | 123.984474 | 243.835972 | High_spent_Medium_value_payments | 882.579221 | Standard | 383 |
19 | Architect | 30355.010 | 4 | 2 | 2 | 1 | 12 | 4 | 9.37 | 4.0 | Good | 820.04 | 27.937605 | No | 20.510681 | 161.744616 | Low_spent_Small_value_payments | 360.303120 | Good | 343 |
22 | Lawyer | 67639.380 | 3 | 2 | 7 | 2 | 3 | 7 | 7.23 | 0.0 | Good | 423.26 | 30.330854 | No | 96.246544 | 192.930231 | High_spent_Medium_value_payments | 528.784725 | Standard | 319 |
39 | Media_Manager | 79357.140 | 2 | 3 | 8 | 4 | 3 | 14 | 2.08 | 2.0 | Good | 1171.51 | 24.473291 | No | 171.998736 | 283.879313 | Low_spent_Medium_value_payments | 494.431452 | Poor | 219 |
17 | Entrepreneur | 46107.160 | 5 | 3 | 17 | 2 | 25 | 16 | 8.40 | 6.0 | Standard | 2.04 | 23.569824 | Yes | 41.902379 | 258.848253 | High_spent_Small_value_payments | 364.075701 | Standard | 124 |
26 | Manager | 87263.220 | 8 | 6 | 16 | 1 | 21 | 12 | 7.82 | 8.0 | Standard | 135.88 | 28.928805 | Yes | 67.170354 | 0.000000 | High_spent_Small_value_payments | 434.088483 | Standard | 320 |
33 | Scientist | 32033.290 | 5 | 3 | 5 | 4 | 19 | 13 | 0.64 | 1.0 | Standard | 1475.30 | 26.743186 | NM | 71.301156 | 72.143823 | Low_spent_Large_value_payments | 393.999104 | Standard | 239 |
56 | Teacher | 72760.040 | 8 | 4 | 15 | 1 | 21 | 11 | 6.58 | 2.0 | Standard | 792.46 | 26.455265 | Yes | 31.284996 | 387.117584 | Low_spent_Large_value_payments | 460.131086 | Standard | 265 |
30 | Teacher | 7889.110 | 7 | 3 | 10 | 4 | 5 | 11 | 19.88 | 6.0 | Standard | 973.01 | 24.722167 | Yes | 15.746367 | 0.000000 | High_spent_Large_value_payments | 291.294190 | Standard | 134 |
47 | Journalist | 10316.450 | 7 | 5 | 12 | 3 | 4 | 11 | 1.63 | 4.0 | Good | 183.94 | 37.500386 | No | 17.471161 | 107.949155 | Low_spent_Small_value_payments | 245.750101 | Good | 298 |
52 | Writer | 79300.220 | 1 | 4 | 12 | 4 | 2 | 0 | 2.07 | 0.0 | Good | 284.52 | 29.784208 | No | 179.304812 | 481.008790 | Low_spent_Medium_value_payments | 255.121565 | Good | 274 |
34 | Media_Manager | 57744.680 | 4 | 6 | 9 | 4 | 8 | 12 | 3.29 | 6.0 | Good | 674.36 | 30.749394 | No | 189.755636 | 178.390141 | High_spent_Medium_value_payments | 364.259890 | Standard | 280 |
15 | Journalist | 28730.260 | 7 | 6 | 10 | 3 | 24 | 16 | 16.83 | 7.0 | Standard | 37.20 | 32.349400 | Yes | 54.037058 | 184.379048 | Low_spent_Small_value_payments | 284.902727 | Standard | 383 |
25 | Architect | 24497.420 | 4 | 3 | 14 | 1 | 6 | 14 | 15.41 | 8.0 | Standard | 946.84 | 34.350660 | Yes | 15.448183 | 97.121457 | Low_spent_Large_value_payments | 341.475526 | Standard | 197 |
52 | Accountant | 30365.130 | 4 | 1 | 7 | 3 | 11 | 3 | 7.68 | 3.0 | Good | 1224.77 | 35.257658 | No | 44.320744 | 131.967376 | Low_spent_Large_value_payments | 329.054630 | Standard | 336 |
35 | Scientist | 25306.370 | 4 | 3 | 18 | 0 | 27 | 22 | 17.14 | 5.0 | Standard | 37.21 | 29.833658 | Yes | 0.000000 | 196.291492 | Low_spent_Small_value_payments | 333.594925 | Standard | 171 |
29 | Writer | 29823.910 | 1 | 1 | 2 | 1 | 8 | 1 | 9.52 | 7.0 | Good | 1268.94 | 28.054694 | No | 18.604780 | 171.558857 | Low_spent_Small_value_payments | 325.468947 | Standard | 361 |
52 | Musician | 38104.040 | 5 | 4 | 7 | 2 | 3 | 4 | 10.62 | 0.0 | Good | 735.58 | 31.615516 | No | 62.903142 | 46.113368 | High_spent_Medium_value_payments | 480.917156 | Good | 201 |
27 | Developer | 63648.120 | 6 | 7 | 10 | 1 | 17 | 8 | 3.75 | 0.0 | Standard | 1223.86 | 27.379368 | NM | 26.592186 | 151.738477 | High_spent_Medium_value_payments | 607.370337 | Standard | 286 |
31 | Journalist | 14058.455 | 3 | 6 | 6 | 0 | 7 | 16 | 13.67 | 8.0 | Standard | 1423.08 | 32.125533 | NM | 0.000000 | 116.958410 | Low_spent_Small_value_payments | 293.595381 | Standard | 0 |
37 | Writer | 61167.900 | 3 | 2 | 2 | 4 | 15 | 5 | 3.74 | 4.0 | Good | 1354.88 | 33.439351 | No | 176.742422 | 259.747781 | Low_spent_Medium_value_payments | 334.742297 | Good | 190 |
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