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ID | Описание | Дата |
---|---|---|
741678b0-e438-49c0-9eb6-d03cbeb5c3b5 | disintermediate scalable vortals | 2010-11-11 |
5680317e-774c-4524-88e6-a410f159fb5b | disintermediate ubiquitous info-mediaries | 2012-06-07 |
d009d697-eb2b-42fb-948a-086974ebbd8f | syndicate user-centric systems | 2007-05-28 |
fa58ece1-1221-4b45-8a2c-77436333d20b | transition holistic infrastructures | 1970-05-17 |
d0538091-74c4-44c7-b5cf-678ccc88a378 | unleash out-of-the-box experiences | 2005-04-05 |
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 | Accountant | 18969.190 | 1 | 7 | 8 | 0 | 10 | 6 | 3.36 | 2.0 | Good | 54.82 | 29.564216 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 410.950383 | Standard | 279 |
40 | Accountant | 111896.160 | 8 | 7 | 17 | 0 | 26 | 13 | 9.79 | 10.0 | Standard | 978.30 | 35.018528 | Yes | 0.000000 | 97.649474 | High_spent_Large_value_payments | 1099.518526 | Standard | 221 |
25 | Journalist | 32218.680 | 3 | 5 | 5 | 1 | 1 | 9 | 8.18 | 6.0 | Good | 94.27 | 34.497089 | NM | 24.027928 | 34.547672 | High_spent_Large_value_payments | 462.813400 | Good | 207 |
37 | Architect | 65430.000 | 4 | 6 | 18 | 6 | 16 | 13 | 17.52 | 9.0 | Standard | 1380.18 | 23.408950 | Yes | 196.799271 | 280.991248 | Low_spent_Small_value_payments | 366.159481 | Standard | 154 |
49 | Manager | 130130.800 | 8 | 6 | 16 | 1 | 21 | 0 | 7.34 | 0.0 | Standard | 473.56 | 35.175554 | No | 102.966321 | 268.599321 | High_spent_Large_value_payments | 945.557691 | Standard | 316 |
30 | Mechanic | 16014.160 | 7 | 6 | 29 | 9 | 29 | 24 | 9.47 | 6.0 | Bad | 1280.01 | 23.139194 | Yes | 76.223211 | 17.438349 | High_spent_Medium_value_payments | 296.589774 | Poor | 110 |
26 | Writer | 15895.235 | 4 | 7 | 16 | 4 | 17 | 12 | 8.92 | 5.0 | Standard | 237.72 | 23.869250 | Yes | 35.885989 | 52.367821 | Low_spent_Small_value_payments | 328.606482 | Standard | 319 |
35 | Lawyer | 15967.505 | 3 | 5 | 7 | 2 | 4 | 1 | 10.99 | 2.0 | Good | 447.66 | 27.236968 | No | 16.526136 | 93.844852 | Low_spent_Large_value_payments | 307.091553 | Good | 372 |
46 | Scientist | 21229.730 | 5 | 4 | 10 | 2 | 10 | 3 | 10.78 | 3.0 | Good | 659.72 | 25.786392 | No | 28.880930 | 53.953692 | High_spent_Small_value_payments | 348.079794 | Poor | 308 |
43 | Journalist | 61503.660 | 7 | 4 | 11 | 4 | 5 | 0 | 11.89 | 2.0 | Good | 1150.36 | 38.310814 | No | 179.643342 | 207.260604 | High_spent_Small_value_payments | 370.326554 | Good | 0 |
17 | Scientist | 15410.190 | 10 | 5 | 28 | 6 | 22 | 25 | 6.69 | 11.0 | Bad | 1257.40 | 29.352489 | Yes | 39.628117 | 170.250444 | Low_spent_Small_value_payments | 235.539689 | Poor | 171 |
29 | Lawyer | 11586.525 | 5 | 6 | 18 | 2 | 27 | 17 | 14.00 | 1.0 | Standard | 498.68 | 30.418074 | Yes | 15.466547 | 68.211074 | Low_spent_Small_value_payments | 300.676754 | Standard | 266 |
30 | Media_Manager | 121684.360 | 4 | 6 | 2 | 3 | 3 | 11 | 1.50 | 3.0 | Good | 1164.70 | 30.187942 | No | 190.064804 | 203.133417 | High_spent_Large_value_payments | 831.338112 | Good | 285 |
26 | Engineer | 28347.680 | 0 | 2 | 8 | 0 | 14 | 2 | 5.05 | 0.0 | Good | 747.72 | 36.739345 | No | 0.000000 | 184.360590 | Low_spent_Small_value_payments | 314.770077 | Standard | 327 |
39 | Lawyer | 155673.160 | 3 | 6 | 3 | 2 | 15 | 3 | 8.59 | 4.0 | Good | 1198.23 | 44.170693 | No | 185.049856 | 597.268331 | High_spent_Small_value_payments | 782.158146 | Poor | 315 |
48 | Engineer | 28420.920 | 2 | 5 | 4 | 4 | 9 | 11 | 4.55 | 3.0 | Good | 433.44 | 26.180257 | No | 86.153573 | 132.132064 | Low_spent_Small_value_payments | 307.255363 | Standard | 287 |
38 | Accountant | 68824.420 | 4 | 1 | 4 | 1 | 11 | 13 | 3.03 | 3.0 | Good | 1455.38 | 35.957665 | No | 49.007993 | 233.539000 | High_spent_Medium_value_payments | 538.589841 | Good | 226 |
46 | Writer | 83823.220 | 3 | 5 | 11 | 1 | 14 | 10 | 7.31 | 0.0 | Good | 184.71 | 25.645027 | No | 41.303889 | 588.753955 | Low_spent_Small_value_payments | 344.068989 | Standard | 249 |
43 | Writer | 17633.710 | 5 | 4 | 9 | 7 | 24 | 12 | 15.80 | 4.0 | Standard | 1488.80 | 24.189553 | NM | 62.055296 | 43.596248 | High_spent_Small_value_payments | 303.296039 | Standard | 80 |
14 | Mechanic | 43183.560 | 5 | 5 | 13 | 4 | 15 | 13 | 21.20 | 9.0 | Standard | 263.56 | 38.076849 | Yes | 106.867699 | 150.551877 | High_spent_Medium_value_payments | 377.743424 | Standard | 234 |
41 | Developer | 37443.810 | 5 | 2 | 2 | 3 | 12 | 4 | 4.19 | 0.0 | Good | 1110.50 | 26.065605 | No | 82.764383 | 78.888424 | High_spent_Medium_value_payments | 387.378944 | Good | 269 |
42 | Architect | 22803.840 | 7 | 4 | 18 | 3 | 22 | 8 | 11.47 | 8.0 | Standard | 535.11 | 29.850383 | Yes | 43.664080 | 126.451645 | Low_spent_Medium_value_payments | 294.416275 | Standard | 179 |
30 | Media_Manager | 11944.675 | 5 | 7 | 6 | 3 | 28 | 17 | 6.82 | 6.0 | Standard | 886.94 | 25.383547 | NM | 19.874067 | 132.319857 | Low_spent_Small_value_payments | 238.845034 | Standard | 388 |
19 | Manager | 130940.760 | 3 | 4 | 12 | 0 | 1 | 0 | 5.29 | 4.0 | Good | 1180.29 | 37.615060 | No | 0.000000 | 636.746286 | Low_spent_Medium_value_payments | 735.126714 | Good | 371 |
33 | Developer | 80182.280 | 4 | 4 | 9 | 1 | 7 | 8 | 1.90 | 0.0 | Standard | 645.51 | 41.433972 | No | 36.038955 | 178.491991 | High_spent_Medium_value_payments | 703.954721 | Standard | 380 |
48 | Lawyer | 28199.860 | 3 | 3 | 3 | 4 | 5 | 7 | 3.07 | 4.0 | Good | 500.84 | 28.746219 | No | 85.029359 | 0.000000 | Low_spent_Medium_value_payments | 198.171639 | Standard | 198 |
31 | Architect | 14836.740 | 5 | 5 | 2 | 4 | 17 | 1 | 9.99 | 2.0 | Good | 832.06 | 28.624620 | No | 36.910884 | 98.781982 | Low_spent_Small_value_payments | 269.446634 | Standard | 312 |
34 | Developer | 31019.600 | 6 | 4 | 7 | 4 | 21 | 0 | 13.74 | 6.0 | Standard | 727.64 | 39.810112 | Yes | 72.488423 | 0.000000 | Low_spent_Small_value_payments | 262.926302 | Standard | 0 |
43 | Entrepreneur | 87318.060 | 3 | 3 | 8 | 1 | 4 | 11 | 2.81 | 4.0 | Good | 134.94 | 28.683045 | No | 36.947830 | 464.866413 | Low_spent_Large_value_payments | 491.936256 | Standard | 0 |
40 | Musician | 35644.720 | 1 | 4 | 3 | 1 | 13 | 2 | 4.58 | 2.0 | Good | 757.25 | 26.356634 | No | 16.812737 | 81.297312 | Low_spent_Large_value_payments | 470.629285 | Good | 0 |
38 | Mechanic | 86142.960 | 0 | 1 | 7 | 3 | 0 | 8 | 4.68 | 1.0 | Good | 0.23 | 31.838221 | No | 115.892037 | 675.923863 | Low_spent_Medium_value_payments | 215.642100 | Good | 256 |
54 | Musician | 99520.500 | 3 | 1 | 5 | 3 | 8 | 5 | 4.08 | 3.0 | Good | 547.21 | 41.199411 | No | 196.528591 | 128.916690 | High_spent_Large_value_payments | 762.492219 | Good | 195 |
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