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ID | Описание | Дата |
---|---|---|
4d5f4087-6fcc-454b-be68-d1965341e7ed | transform transparent e-services | 2014-09-25 |
25525ff0-e237-4f6b-84f3-ab749c566726 | morph sticky markets | 1997-05-19 |
f818722a-601f-430d-8e51-5058bd15c301 | exploit plug-and-play metrics | 2001-07-02 |
023bbf89-3be3-4629-a3f0-7f097f63c9a1 | expedite collaborative portals | 1993-01-15 |
ba75da85-d3d5-4fe3-a7ce-aee306d8588d | synthesize rich web services | 2011-02-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Scientist | 42171.980 | 2 | 7 | 10 | 3 | 4 | 8 | 2.58 | 4.0 | Good | 556.91 | 26.986115 | No | 102.762913 | 136.983001 | Low_spent_Small_value_payments | 426.687252 | Standard | 258 |
22 | Musician | 82840.240 | 1 | 6 | 1 | 1 | 6 | 0 | 4.81 | 4.0 | Good | 360.92 | 39.494277 | No | 56.691938 | 52.465556 | High_spent_Large_value_payments | 828.177839 | Poor | 227 |
48 | Lawyer | 14303.125 | 5 | 3 | 20 | 3 | 23 | 11 | 11.18 | 3.0 | Standard | 819.71 | 37.279275 | No | 27.746254 | 0.000000 | Low_spent_Small_value_payments | 294.278625 | Standard | 328 |
35 | Developer | 31754.270 | 1 | 3 | 11 | 4 | 10 | 1 | 6.81 | 5.0 | Good | 647.94 | 24.498195 | No | 76.535505 | 273.269168 | Low_spent_Small_value_payments | 194.314243 | Good | 228 |
19 | Manager | 91117.720 | 8 | 4 | 19 | 0 | 22 | 20 | 18.69 | 0.0 | Standard | 1465.86 | 37.435465 | No | 0.000000 | 362.566251 | Low_spent_Medium_value_payments | 666.848082 | Standard | 241 |
44 | Doctor | 94159.710 | 0 | 1 | 4 | 2 | 8 | 9 | 2.20 | 2.0 | Good | 781.50 | 39.344385 | No | 121.048548 | 189.877695 | Low_spent_Large_value_payments | 761.938007 | Good | 231 |
31 | Teacher | 18495.140 | 3 | 3 | 7 | 4 | 13 | 13 | 7.61 | 5.0 | Standard | 1216.59 | 26.203434 | Yes | 39.645585 | 0.000000 | Low_spent_Small_value_payments | 205.123218 | Good | 165 |
47 | Manager | 97174.440 | 4 | 3 | 14 | 4 | 30 | 9 | 0.00 | 0.0 | Standard | 137.68 | 35.468310 | Yes | 184.752228 | 277.943609 | High_spent_Medium_value_payments | 588.891163 | Standard | 0 |
54 | Doctor | 79752.420 | 5 | 3 | 6 | 2 | 22 | 18 | 9.61 | 1.0 | Standard | 1055.14 | 32.185691 | No | 109.824639 | 93.797562 | High_spent_Large_value_payments | 671.181298 | Standard | 331 |
56 | Architect | 35940.940 | 5 | 3 | 11 | 1 | 6 | 8 | 10.86 | 0.0 | Good | 237.26 | 25.782243 | No | 17.842996 | 93.009316 | High_spent_Medium_value_payments | 410.955522 | Standard | 361 |
56 | Engineer | 37547.680 | 4 | 6 | 8 | 1 | 19 | 6 | 0.89 | 1.0 | Good | 1328.69 | 38.224822 | No | 24.840073 | 40.178939 | High_spent_Large_value_payments | 504.278322 | Poor | 268 |
15 | Musician | 104658.750 | 4 | 7 | 11 | 1 | 14 | 14 | 17.76 | 9.0 | Standard | 1218.42 | 26.414508 | Yes | 52.071931 | 562.478967 | High_spent_Small_value_payments | 488.905352 | Standard | 344 |
36 | Journalist | 8940.140 | 3 | 4 | 8 | 5 | 6 | 17 | 8.12 | 5.0 | Standard | 1250.27 | 38.160228 | Yes | 35.221703 | 27.113227 | High_spent_Small_value_payments | 290.966237 | Standard | 89 |
38 | Architect | 45051.240 | 6 | 6 | 6 | 3 | 22 | 19 | 16.30 | 6.0 | Standard | 1014.25 | 25.188408 | Yes | 73.940708 | 30.129571 | High_spent_Large_value_payments | 523.356721 | Standard | 381 |
41 | Teacher | 33606.820 | 7 | 5 | 19 | 0 | 25 | 13 | 4.36 | 2.0 | Standard | 1295.38 | 31.157230 | Yes | 0.000000 | 95.324576 | Low_spent_Large_value_payments | 477.232258 | Standard | 291 |
23 | Writer | 41694.360 | 1 | 7 | 5 | 3 | 4 | 2 | 10.15 | 1.0 | Good | 556.65 | 40.601460 | No | 84.470664 | 72.724122 | High_spent_Large_value_payments | 442.358215 | Standard | 293 |
52 | Lawyer | 84602.380 | 2 | 4 | 11 | 0 | 5 | 12 | 13.50 | 3.0 | Good | 806.02 | 27.923715 | No | 0.000000 | 166.595656 | High_spent_Large_value_payments | 753.424178 | Good | 0 |
35 | Media_Manager | 52385.580 | 4 | 6 | 6 | 4 | 16 | 0 | 11.99 | 6.0 | Standard | 184.38 | 30.375898 | Yes | 166.055631 | 75.397275 | High_spent_Medium_value_payments | 457.793594 | Standard | 332 |
44 | Teacher | 35531.830 | 1 | 4 | 12 | 4 | 15 | 9 | 1.66 | 9.0 | Good | 313.55 | 24.110978 | NM | 75.171875 | 0.000000 | High_spent_Small_value_payments | 374.202408 | Good | 212 |
30 | Journalist | 92114.680 | 3 | 4 | 8 | 1 | 24 | 10 | 17.87 | 7.0 | Standard | 820.52 | 39.089475 | Yes | 54.219664 | 0.000000 | High_spent_Large_value_payments | 0.000000 | Standard | 250 |
30 | Mechanic | 76726.640 | 6 | 6 | 3 | 3 | 19 | 9 | 9.61 | 1.0 | Standard | 103.86 | 26.291723 | No | 145.229101 | 251.102620 | High_spent_Medium_value_payments | 463.556945 | Standard | 348 |
25 | Developer | 67204.100 | 0 | 6 | 12 | 2 | 14 | 6 | 0.78 | 2.0 | Good | 1085.23 | 25.286239 | No | 86.310308 | 182.628505 | Low_spent_Small_value_payments | 554.395354 | Standard | 285 |
49 | Accountant | 41009.960 | 0 | 3 | 3 | 1 | 18 | 4 | 6.19 | 2.0 | Good | 476.59 | 26.661559 | No | 28.792261 | 107.342812 | High_spent_Small_value_payments | 491.014594 | Good | 215 |
49 | Architect | 20455.280 | 4 | 4 | 2 | 4 | 15 | 9 | 6.92 | 2.0 | Good | 426.13 | 38.973118 | No | 46.744494 | 0.000000 | Low_spent_Small_value_payments | 206.194057 | Standard | 271 |
38 | Musician | 12821.555 | 4 | 7 | 16 | 4 | 27 | 19 | 9.71 | 7.0 | Standard | 1295.41 | 31.517097 | Yes | 22.644084 | 22.000598 | High_spent_Large_value_payments | 288.601609 | Standard | 197 |
49 | Manager | 93817.620 | 1 | 6 | 4 | 1 | 5 | 8 | 8.99 | 5.0 | Good | 1056.89 | 27.655668 | No | 46.971366 | 177.791937 | High_spent_Medium_value_payments | 803.750197 | Good | 0 |
43 | Mechanic | 56001.150 | 3 | 6 | 8 | 3 | 15 | 11 | 8.33 | 8.0 | Standard | 1347.83 | 29.326943 | Yes | 88.302626 | 53.115641 | High_spent_Large_value_payments | 564.857983 | Standard | 184 |
18 | Journalist | 58164.120 | 6 | 7 | 5 | 0 | 16 | 19 | 11.20 | 0.0 | Standard | 1075.84 | 25.868392 | No | 0.000000 | 414.759806 | Low_spent_Large_value_payments | 359.841194 | Poor | 401 |
50 | Media_Manager | 43138.550 | 3 | 7 | 2 | 1 | 12 | 5 | 10.99 | 0.0 | Good | 553.12 | 32.027895 | No | 27.086172 | 0.000000 | High_spent_Medium_value_payments | 490.421487 | Standard | 267 |
37 | Entrepreneur | 107118.960 | 5 | 7 | 5 | 3 | 24 | 9 | 5.49 | 1.0 | Standard | 1049.33 | 35.751178 | Yes | 139.565990 | 550.579498 | High_spent_Small_value_payments | 480.312512 | Standard | 365 |
22 | Architect | 31272.270 | 0 | 6 | 6 | 3 | 3 | 3 | 11.85 | 2.0 | Good | 10.89 | 27.096653 | NM | 49.995919 | 160.191995 | Low_spent_Large_value_payments | 294.414336 | Good | 196 |
44 | Lawyer | 80807.370 | 3 | 4 | 6 | 3 | 21 | 13 | 4.83 | 3.0 | Good | 970.11 | 30.440920 | No | 161.034389 | 410.513544 | Low_spent_Large_value_payments | 378.146817 | Good | 390 |
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