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ID | Описание | Дата |
---|---|---|
f3f6b107-c39f-4771-a547-6ecfff724a07 | utilize efficient metrics | 1976-08-04 |
d7f66e5e-9fe7-4f97-9fce-de7ab7773f65 | cultivate intuitive models | 2011-08-28 |
f786f777-072c-4dee-a78e-52df489fff6d | unleash scalable infrastructures | 2002-11-06 |
d93032a8-0fa7-4fea-a2b4-d5c8b608166a | disintermediate turn-key architectures | 2007-06-20 |
c378ed78-f525-43e4-a168-78e625df6807 | embrace 24/365 content | 1984-06-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Musician | 35518.980 | 8 | 6 | 9 | 3 | 12 | 14 | 15.52 | 8.0 | Standard | 1270.18 | 34.404172 | Yes | 84.755343 | 263.820960 | Low_spent_Small_value_payments | 248.315197 | Standard | 132 |
32 | Doctor | 79837.020 | 2 | 7 | 10 | 1 | 14 | 5 | 8.72 | 2.0 | Good | 585.77 | 36.325322 | NM | 66.058063 | 138.599561 | High_spent_Large_value_payments | 676.750876 | Poor | 390 |
31 | Writer | 95999.440 | 7 | 3 | 7 | 0 | 26 | 17 | 7.78 | 3.0 | Standard | 1090.59 | 29.866728 | NM | 0.000000 | 916.129847 | Low_spent_Small_value_payments | 146.465486 | Good | 0 |
47 | Mechanic | 114201.560 | 3 | 7 | 12 | 1 | 1 | 9 | 4.26 | 1.0 | Good | 1490.40 | 40.164945 | No | 90.371061 | 99.837796 | High_spent_Large_value_payments | 986.670810 | Standard | 0 |
35 | Manager | 21734.190 | 4 | 1 | 10 | 1 | 2 | 10 | 3.11 | 4.0 | Good | 263.20 | 31.567925 | No | 13.359059 | 172.604241 | Low_spent_Small_value_payments | 261.254950 | Standard | 338 |
48 | Lawyer | 37813.970 | 5 | 6 | 11 | 2 | 7 | 4 | 4.91 | 4.0 | Good | 880.43 | 35.996734 | No | 36.017052 | 71.296337 | High_spent_Medium_value_payments | 466.003028 | Standard | 216 |
22 | Architect | 30758.430 | 4 | 5 | 8 | 1 | 16 | 13 | 7.47 | 6.0 | Standard | 471.15 | 31.948628 | Yes | 24.403120 | 297.282028 | Low_spent_Small_value_payments | 250.535102 | Standard | 359 |
54 | Scientist | 28730.940 | 5 | 3 | 5 | 0 | 10 | 6 | 11.73 | 2.0 | Good | 1292.55 | 22.933613 | No | 0.000000 | 350.914793 | Low_spent_Small_value_payments | 200.209707 | Good | 312 |
45 | Musician | 41811.510 | 4 | 4 | 3 | 3 | 12 | 0 | 9.16 | 4.0 | Good | 1137.64 | 28.088748 | NM | 68.277045 | 110.813020 | High_spent_Medium_value_payments | 415.039185 | Standard | 389 |
32 | Journalist | 48070.300 | 5 | 5 | 2 | 0 | 21 | 14 | 2.58 | 2.0 | Good | 1025.30 | 36.931648 | No | 0.000000 | 188.970786 | Low_spent_Large_value_payments | 504.415047 | Standard | 222 |
27 | Architect | 108767.370 | 5 | 4 | 5 | 3 | 8 | 6 | 2.50 | 2.0 | Good | 461.74 | 41.227195 | No | 193.688953 | 243.883476 | High_spent_Medium_value_payments | 733.022320 | Good | 195 |
48 | Architect | 18296.910 | 3 | 6 | 20 | 3 | 10 | 19 | 4.01 | 0.0 | Standard | 587.67 | 38.901772 | NM | 26.251724 | 83.101962 | Low_spent_Small_value_payments | 303.320564 | Standard | 236 |
46 | Lawyer | 45034.340 | 4 | 7 | 8 | 2 | 10 | 13 | 4.30 | 0.0 | Good | 36.56 | 29.168812 | No | 48.726394 | 242.334139 | Low_spent_Large_value_payments | 381.125634 | Good | 274 |
36 | Teacher | 19744.640 | 3 | 6 | 34 | 3 | 17 | 13 | 11.10 | 5.0 | Standard | 1262.89 | 29.254643 | NM | 28.521276 | 79.864591 | High_spent_Small_value_payments | 296.752799 | Poor | 213 |
40 | Entrepreneur | 43771.850 | 4 | 3 | 9 | 1 | 3 | 5 | 3.78 | 1.0 | Good | 1337.25 | 39.723643 | No | 29.648879 | 128.585496 | Low_spent_Small_value_payments | 491.831042 | Good | 304 |
24 | Teacher | 90216.750 | 4 | 2 | 12 | 1 | 10 | 11 | 2.81 | 2.0 | Good | 9.35 | 39.228772 | No | 37.760371 | 424.098568 | High_spent_Small_value_payments | 546.847312 | Good | 247 |
21 | Mechanic | 36463.700 | 4 | 7 | 3 | 1 | 5 | 5 | 4.55 | 1.0 | Good | 1051.13 | 27.247520 | No | 19.159721 | 57.637127 | High_spent_Large_value_payments | 447.767319 | Standard | 218 |
22 | Teacher | 8693.970 | 6 | 5 | 18 | 7 | 41 | 25 | 17.72 | 9.0 | Bad | 1496.11 | 33.142796 | Yes | 29.310508 | 25.863815 | Low_spent_Small_value_payments | 302.375427 | Poor | 145 |
42 | Developer | 38643.040 | 2 | 3 | 10 | 3 | 5 | 10 | 7.58 | 6.0 | Good | 581.74 | 33.064403 | No | 82.859318 | 0.000000 | High_spent_Medium_value_payments | 397.347846 | Good | 0 |
33 | Journalist | 16310.210 | 6 | 6 | 29 | 7 | 38 | 11 | 19.08 | 6.0 | Standard | 1306.23 | 30.856144 | Yes | 85.514029 | 172.869528 | Low_spent_Small_value_payments | 188.134860 | Poor | 183 |
42 | Mechanic | 16955.240 | 7 | 5 | 19 | 2 | 13 | 20 | 26.20 | 1.0 | Standard | 714.71 | 34.984606 | Yes | 84.642852 | 56.048915 | High_spent_Medium_value_payments | 338.115180 | Standard | 210 |
21 | Architect | 40167.840 | 7 | 5 | 5 | 1 | 8 | 17 | 11.59 | 4.0 | Standard | 277.38 | 34.606928 | Yes | 19.025280 | 62.605928 | High_spent_Large_value_payments | 511.600792 | Standard | 208 |
30 | Entrepreneur | 10196.610 | 8 | 7 | 20 | 6 | 14 | 15 | 19.88 | 9.0 | Standard | 699.60 | 23.991666 | Yes | 39.552255 | 28.675951 | Low_spent_Small_value_payments | 279.243545 | Standard | 177 |
41 | Lawyer | 7664.315 | 6 | 5 | 15 | 5 | 36 | 14 | 12.60 | 7.0 | Standard | 1294.45 | 25.762362 | Yes | 24.236104 | 51.559158 | Low_spent_Small_value_payments | 306.074029 | Poor | 141 |
27 | Teacher | 97363.360 | 6 | 6 | 16 | 3 | 13 | 9 | 18.50 | 6.0 | Standard | 205.37 | 34.532944 | Yes | 152.396913 | 145.025804 | High_spent_Medium_value_payments | 758.538616 | Standard | 166 |
49 | Developer | 40038.580 | 4 | 3 | 3 | 0 | 4 | 6 | 7.25 | 4.0 | Good | 16.88 | 39.560652 | No | 0.000000 | 196.111956 | Low_spent_Small_value_payments | 429.742877 | Good | 251 |
24 | Developer | 11892.720 | 6 | 4 | 5 | 1 | 30 | 20 | 15.73 | 8.0 | Standard | 736.01 | 23.818304 | Yes | 7.511182 | 45.212421 | Low_spent_Small_value_payments | 334.882397 | Standard | 382 |
55 | Journalist | 134630.910 | 5 | 1 | 5 | 0 | 10 | 2 | 7.65 | 3.0 | Good | 647.77 | 38.085850 | No | 0.000000 | 440.095659 | High_spent_Medium_value_payments | 959.028591 | Good | 235 |
30 | Lawyer | 85553.970 | 1 | 4 | 1 | 2 | 4 | 0 | 10.65 | 1.0 | Good | 180.95 | 34.197334 | No | 95.105426 | 97.570548 | High_spent_Large_value_payments | 769.673776 | Good | 0 |
47 | Developer | 9824.310 | 7 | 4 | 17 | 0 | 25 | 22 | 0.96 | 5.0 | Standard | 1233.96 | 29.862453 | No | 0.000000 | 40.831048 | Low_spent_Large_value_payments | 299.938202 | Good | 228 |
34 | Entrepreneur | 14925.810 | 8 | 6 | 5 | 5 | 24 | 11 | 7.23 | 8.0 | Standard | 781.33 | 27.710195 | Yes | 61.784282 | 134.232251 | Low_spent_Small_value_payments | 204.165218 | Standard | 126 |
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