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ID | Описание | Дата |
---|---|---|
73da89d0-53cd-4d30-bbbf-a42d3393c6dc | re-contextualize turn-key channels | 1991-12-30 |
ad44e22d-6793-4360-84c5-3fc139c2f187 | redefine open-source e-markets | 2012-12-20 |
b514be2b-833f-4152-be42-641f64f0a537 | enable 24/365 partnerships | 1978-06-23 |
ddd8d9b0-0c93-4eb8-af3e-b599f43f802d | whiteboard leading-edge markets | 2006-01-20 |
3f9e382e-ad0c-4fcf-921d-5d3ac54917fb | morph cross-platform metrics | 2010-10-08 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Scientist | 144546.720 | 0 | 3 | 7 | 2 | 15 | 0 | 6.08 | 1.0 | Good | 1045.11 | 36.338736 | No | 136.988557 | 0.000000 | High_spent_Large_value_payments | 1026.919211 | Standard | 276 |
34 | Lawyer | 96826.960 | 8 | 5 | 7 | 0 | 13 | 19 | 8.76 | 5.0 | Standard | 1290.07 | 25.983087 | NM | 0.000000 | 369.741127 | High_spent_Small_value_payments | 683.650206 | Standard | 314 |
25 | Scientist | 64493.460 | 6 | 7 | 6 | 2 | 17 | 18 | 14.83 | 1.0 | Standard | 165.76 | 33.018507 | Yes | 63.088712 | 65.923005 | High_spent_Large_value_payments | 652.333783 | Standard | 307 |
45 | Scientist | 20261.850 | 7 | 7 | 16 | 7 | 51 | 17 | 9.09 | 6.0 | Bad | 1300.71 | 25.440066 | NM | 96.409635 | 36.597780 | High_spent_Small_value_payments | 286.841334 | Standard | 171 |
46 | Doctor | 30587.680 | 6 | 7 | 15 | 6 | 9 | 20 | 11.77 | 8.0 | Standard | 1005.50 | 31.698096 | Yes | 108.119164 | 46.967956 | High_spent_Medium_value_payments | 370.910213 | Standard | 0 |
38 | Media_Manager | 28949.600 | 3 | 5 | 2 | 3 | 12 | 8 | 1.45 | 9.0 | Good | 405.51 | 23.245263 | No | 51.267120 | 0.000000 | Low_spent_Small_value_payments | 275.471686 | Standard | 0 |
28 | Doctor | 13913.795 | 7 | 4 | 11 | 3 | 24 | 15 | 11.01 | 0.0 | Standard | 1470.31 | 40.174713 | Yes | 24.636451 | 83.634386 | Low_spent_Medium_value_payments | 287.377455 | Standard | 0 |
23 | Writer | 77832.740 | 5 | 4 | 5 | 3 | 24 | 12 | 6.01 | 0.0 | Good | 454.41 | 35.865671 | NM | 152.734061 | 369.037750 | High_spent_Small_value_payments | 361.634355 | Poor | 295 |
28 | Mechanic | 24600.330 | 4 | 4 | 13 | 4 | 13 | 18 | 8.26 | 8.0 | Standard | 1437.79 | 30.455649 | Yes | 45.431673 | 28.302630 | High_spent_Medium_value_payments | 379.768447 | Standard | 92 |
34 | Musician | 15328.665 | 5 | 7 | 1 | 0 | 1 | 12 | 6.10 | 0.0 | Good | 1414.44 | 28.588600 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 297.688112 | Good | 275 |
30 | Scientist | 31577.160 | 10 | 6 | 15 | 2 | 24 | 18 | 16.07 | 9.0 | Bad | 1470.79 | 26.101386 | Yes | 40.249020 | 285.757315 | Low_spent_Medium_value_payments | 246.436666 | Poor | 223 |
39 | Journalist | 21139.230 | 5 | 5 | 7 | 4 | 23 | 9 | 2.75 | 4.0 | Standard | 298.50 | 28.195389 | No | 66.902593 | 24.407958 | High_spent_Large_value_payments | 313.349698 | Standard | 0 |
40 | Architect | 24004.500 | 4 | 3 | 14 | 5 | 13 | 15 | 12.30 | 6.0 | Standard | 1215.00 | 25.830245 | Yes | 56.365016 | 197.044856 | Low_spent_Medium_value_payments | 220.127628 | Standard | 213 |
46 | Entrepreneur | 33647.340 | 8 | 5 | 9 | 4 | 15 | 10 | 11.07 | 4.0 | Standard | 1152.93 | 33.267303 | No | 102.557556 | 45.507770 | High_spent_Large_value_payments | 372.429174 | Standard | 289 |
18 | Engineer | 39503.020 | 3 | 4 | 7 | 4 | 5 | 21 | 11.30 | 4.0 | Standard | 1092.71 | 23.936166 | Yes | 114.271047 | 307.965274 | Low_spent_Small_value_payments | 220.355513 | Standard | 330 |
54 | Journalist | 22434.160 | 3 | 3 | 17 | 1 | 10 | 22 | 15.62 | 1.0 | Standard | 13.72 | 29.254884 | Yes | 17.040315 | 136.870983 | Low_spent_Large_value_payments | 322.140035 | Standard | 394 |
26 | Entrepreneur | 24858.670 | 8 | 6 | 11 | 2 | 26 | 0 | 6.99 | 4.0 | Good | 585.59 | 27.018662 | No | 35.193365 | 55.554979 | High_spent_Medium_value_payments | 357.007240 | Good | 188 |
41 | Manager | 88709.790 | 4 | 5 | 11 | 0 | 10 | 12 | 9.09 | 2.0 | Good | 1452.43 | 31.139080 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 544.489283 | Good | 290 |
27 | Lawyer | 34797.740 | 6 | 4 | 7 | 3 | 26 | 10 | 5.08 | 3.0 | Standard | 874.86 | 30.466403 | Yes | 56.274078 | 298.312851 | Low_spent_Medium_value_payments | 216.594238 | Standard | 380 |
18 | Writer | 14439.780 | 5 | 4 | 16 | 3 | 12 | 20 | 11.85 | 5.0 | Standard | 455.46 | 33.106536 | Yes | 20.171702 | 25.244415 | Low_spent_Medium_value_payments | 330.515384 | Standard | 236 |
43 | Entrepreneur | 36229.540 | 2 | 6 | 11 | 1 | 5 | 7 | 0.10 | 3.0 | Good | 1274.92 | 28.357289 | NM | 19.999566 | 206.065430 | Low_spent_Large_value_payments | 345.147836 | Standard | 194 |
32 | Manager | 11032.075 | 8 | 3 | 13 | 2 | 9 | 10 | 8.86 | 2.0 | Standard | 1043.81 | 34.935603 | Yes | 9.308120 | 78.716228 | Low_spent_Medium_value_payments | 271.009611 | Standard | 301 |
36 | Musician | 140124.800 | 3 | 4 | 9 | 0 | 15 | 12 | 21.16 | 6.0 | Standard | 857.74 | 34.456571 | Yes | 0.000000 | 877.394123 | Low_spent_Medium_value_payments | 589.612544 | Standard | 365 |
25 | Musician | 142106.960 | 6 | 3 | 19 | 0 | 25 | 17 | 2.46 | 2.0 | Standard | 551.73 | 31.832909 | No | 0.000000 | 590.962707 | Low_spent_Large_value_payments | 841.161960 | Good | 271 |
25 | Mechanic | 14117.270 | 5 | 7 | 5 | 3 | 14 | 14 | 18.08 | 10.0 | Standard | 672.27 | 30.956387 | Yes | 32.494603 | 29.228943 | High_spent_Medium_value_payments | 328.320371 | Standard | 159 |
26 | Manager | 121755.920 | 0 | 6 | 5 | 1 | 8 | 11 | 1.87 | 4.0 | Good | 41.35 | 41.782351 | No | 66.619336 | 0.000000 | Low_spent_Large_value_payments | 788.741196 | Poor | 338 |
24 | Manager | 44438.410 | 3 | 2 | 10 | 1 | 9 | 4 | 2.37 | 9.0 | Good | 835.14 | 23.078404 | NM | 32.458984 | 124.705111 | High_spent_Medium_value_payments | 490.255988 | Good | 370 |
18 | Engineer | 15586.650 | 4 | 7 | 9 | 3 | 15 | 8 | 10.53 | 4.0 | Good | 207.81 | 37.624939 | No | 27.693314 | 101.176002 | Low_spent_Small_value_payments | 273.819434 | Standard | 198 |
43 | Manager | 20202.220 | 7 | 6 | 18 | 3 | 12 | 0 | 17.74 | 2.0 | Standard | 197.54 | 32.077123 | Yes | 43.326690 | 177.162991 | Low_spent_Small_value_payments | 217.562151 | Standard | 216 |
43 | Musician | 108312.640 | 4 | 3 | 7 | 2 | 9 | 15 | 11.80 | 3.0 | Good | 787.15 | 41.807971 | No | 169.599198 | 0.000000 | High_spent_Large_value_payments | 870.613564 | Poor | 380 |
28 | Developer | 25780.780 | 7 | 6 | 5 | 2 | 19 | 8 | 6.32 | 3.0 | Standard | 97.33 | 25.057667 | No | 40.824597 | 267.276693 | Low_spent_Small_value_payments | 200.738543 | Poor | 218 |
29 | Lawyer | 17024.050 | 3 | 4 | 12 | 6 | 16 | 18 | 15.42 | 12.0 | Standard | 1473.40 | 38.686077 | Yes | 74.014779 | 46.907849 | Low_spent_Large_value_payments | 300.632580 | Standard | 0 |
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