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ID | Описание | Дата |
---|---|---|
42082f43-fe73-49b9-83d0-9479c05561cb | revolutionize customized e-services | 2020-07-19 |
00fa8971-be8c-402b-b45c-5eb58c7681cc | repurpose rich e-commerce | 2006-04-22 |
7ecdd95e-25a5-4f9c-ac3c-973391b24572 | re-intermediate robust initiatives | 1971-03-05 |
b2f851ab-4f27-4136-8fce-363579e5a17a | architect holistic functionalities | 1983-04-30 |
763fa663-5852-45e3-9635-93faa3ad80ea | visualize turn-key e-services | 1996-11-15 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Teacher | 33751.270 | 5 | 5 | 20 | 3 | 16 | 20 | 11.00 | 4.0 | Standard | 1328.93 | 37.089076 | NM | 65.008174 | 117.306697 | High_spent_Medium_value_payments | 362.545712 | Standard | 230 |
33 | Doctor | 37824.650 | 5 | 2 | 3 | 3 | 5 | 1941 | 2.78 | 5.0 | Good | 69.84 | 38.575655 | No | 67.561844 | 81.164599 | High_spent_Large_value_payments | 412.078973 | Good | 332 |
46 | Journalist | 124052.220 | 2 | 6 | 2 | 3 | 23 | 0 | 11.31 | 2.0 | Good | 330.83 | 22.981793 | No | 179.075549 | 804.575289 | Low_spent_Small_value_payments | 335.417661 | Standard | 260 |
22 | Teacher | 29880.290 | 4 | 6 | 14 | 0 | 17 | 13 | 7.64 | 1.0 | Standard | 1262.95 | 26.009061 | Yes | 0.000000 | 66.786476 | High_spent_Small_value_payments | 417.115941 | Standard | 0 |
19 | Lawyer | 20855.320 | 5 | 7 | 20 | 0 | 24 | 12 | 19.38 | 5.0 | Standard | 57.51 | 36.142810 | Yes | 0.000000 | 77.056483 | Low_spent_Small_value_payments | 414.537851 | Standard | 339 |
54 | Entrepreneur | 17321.505 | 6 | 7 | 13 | 1 | 19 | 17 | 0.00 | 2.0 | Standard | 589.67 | 36.244186 | No | 14.369364 | 0.000000 | Low_spent_Large_value_payments | 282.289347 | Standard | 367 |
25 | Journalist | 30555.870 | 2 | 6 | 11 | 0 | 2 | 12 | 2.33 | 5.0 | Good | 418.79 | 38.974337 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 302.814263 | Standard | 271 |
25 | Entrepreneur | 12427.740 | 6 | 6 | 11 | 4 | 20 | 11 | 2.61 | 0.0 | Good | 223.93 | 31.666219 | No | 33.808269 | 85.755912 | Low_spent_Small_value_payments | 247.200319 | Poor | 0 |
22 | Lawyer | 28560.710 | 4 | 7 | 12 | 1 | 3 | 10 | 11.79 | 2.0 | Good | 24.57 | 40.973304 | No | 13.797063 | 59.707019 | High_spent_Small_value_payments | 430.901835 | Standard | 0 |
22 | Doctor | 14515.840 | 6 | 5 | 5 | 3 | 28 | 17 | 14.36 | 5.0 | Standard | 1470.11 | 36.758494 | Yes | 34.867801 | 45.090654 | High_spent_Medium_value_payments | 282.406878 | Standard | 0 |
31 | Entrepreneur | 71830.440 | 7 | 3 | 19 | 3 | 21 | 11 | 5.48 | 3.0 | Standard | 745.75 | 28.445953 | No | 119.453442 | 350.164734 | Low_spent_Medium_value_payments | 421.468824 | Standard | 322 |
19 | Developer | 109726.140 | 3 | 3 | 10 | 2 | 27 | 15 | 9.84 | 1.0 | Standard | 704.91 | 29.662447 | No | 138.593185 | 229.180759 | High_spent_Small_value_payments | 805.410555 | Standard | 283 |
45 | Media_Manager | 72200.760 | 7 | 6 | 12 | 2 | 23 | 22 | 7.61 | 4.0 | Standard | 843.12 | 31.071036 | Yes | 65.779177 | 186.563395 | High_spent_Medium_value_payments | 569.730428 | Standard | 0 |
31 | Manager | 15828.150 | 8 | 5 | 18 | 5 | 6 | 13 | 18.23 | 8.0 | Standard | 1333.84 | 39.757946 | Yes | 35.235720 | 121.427120 | Low_spent_Medium_value_payments | 271.338411 | Standard | 224 |
32 | Journalist | 32599.320 | 3 | 6 | 7 | 1 | 17 | 6 | 6.61 | 1.0 | Good | 1331.03 | 27.359308 | No | 27.132787 | 68.575666 | High_spent_Medium_value_payments | 398.852547 | Good | 383 |
20 | Scientist | 16038.680 | 3 | 4 | 15 | 0 | 9 | 11 | 11.12 | 4.0 | Standard | 984.67 | 39.980601 | No | 0.000000 | 117.671954 | Low_spent_Medium_value_payments | 316.183713 | Good | 224 |
27 | Scientist | 22147.105 | 0 | 4 | 4 | 1 | 4 | 4 | 10.09 | 7.0 | Good | 947.58 | 33.604935 | No | 9.829846 | 207.374604 | Low_spent_Small_value_payments | 266.654759 | Standard | 243 |
28 | Engineer | 30695.120 | 2 | 5 | 9 | 4 | 4 | 0 | 6.43 | 1.0 | Good | 437.39 | 24.223442 | No | 64.748616 | 272.799228 | Low_spent_Small_value_payments | 213.544822 | Good | 0 |
53 | Lawyer | 42586.460 | 5 | 3 | 6 | 3 | 25 | 10 | 0.97 | 2.0 | Standard | 1053.75 | 30.075376 | No | 64.008959 | 97.569049 | High_spent_Small_value_payments | 469.509159 | Standard | 357 |
32 | Entrepreneur | 60856.600 | 3 | 6 | 9 | 3 | 14 | 6 | 3.88 | 3.0 | Good | 1159.43 | 40.790244 | No | 124.391296 | 94.452622 | High_spent_Medium_value_payments | 559.394416 | Standard | 193 |
40 | Doctor | 24446.050 | 4 | 7 | 20 | 1 | 22 | 7 | 9.64 | 5.0 | Standard | 760.95 | 32.460410 | Yes | 15.498514 | 37.169716 | High_spent_Medium_value_payments | 378.648854 | Standard | 0 |
49 | Musician | 83923.240 | 4 | 4 | 9 | 3 | 9 | 20 | 2.54 | 3.0 | Good | 1236.73 | 34.699027 | No | 139.340392 | 480.029316 | Low_spent_Medium_value_payments | 332.990625 | Good | 274 |
47 | Lawyer | 84358.500 | 2 | 4 | 7 | 2 | 14 | 4 | 11.94 | 1.0 | Good | 1460.18 | 27.882587 | No | 86.720417 | 239.414025 | High_spent_Medium_value_payments | 596.953058 | Good | 254 |
54 | Accountant | 20868.005 | 2 | 5 | 12 | 3 | 8 | 7 | 9.13 | 2.0 | Good | 905.47 | 22.551864 | No | 48.647009 | 107.418095 | Low_spent_Large_value_payments | 271.334938 | Good | 0 |
38 | Architect | 127206.660 | 1 | 7 | 10 | 1 | 3 | 0 | 3.44 | 5.0 | Good | 61.05 | 26.758947 | No | 57.741931 | 491.622602 | Low_spent_Medium_value_payments | 793.790967 | Standard | 193 |
50 | Writer | 16965.300 | 1 | 5 | 3 | 0 | 13 | 5 | 3.02 | 2.0 | Good | 69.93 | 38.104985 | No | 0.000000 | 76.793249 | Low_spent_Small_value_payments | 337.984251 | Good | 186 |
50 | Scientist | 32637.880 | 5 | 5 | 10 | 3 | 24 | 8 | 10.46 | 3.0 | Standard | 1061.77 | 32.236483 | Yes | 69.574057 | 79.441376 | High_spent_Medium_value_payments | 352.466901 | Standard | 210 |
32 | Developer | 62031.060 | 4 | 4 | 7 | 4 | 15 | 18 | 1.35 | 2.0 | Standard | 46.37 | 28.476109 | No | 160.207941 | 391.254896 | Low_spent_Large_value_payments | 248.062663 | Standard | 214 |
29 | Lawyer | 20737.170 | 5 | 4 | 9 | 0 | 6 | 6 | 7.37 | 0.0 | Good | 1399.23 | 40.369921 | No | 0.000000 | 110.466497 | High_spent_Small_value_payments | 336.343253 | Good | 324 |
35 | Media_Manager | 93373.680 | 5 | 7 | 7 | 2 | 18 | 16 | 18.80 | 4.0 | Standard | 1067.59 | 29.941978 | NM | 137.251485 | 295.014458 | High_spent_Medium_value_payments | 605.648057 | Standard | 389 |
36 | Manager | 26309.540 | 8 | 4 | 19 | 1 | 24 | 13 | 1.32 | 3.0 | Standard | 1178.24 | 35.559245 | No | 14.978241 | 61.310407 | High_spent_Medium_value_payments | 398.457518 | Standard | 339 |
15 | Accountant | 31767.330 | 5 | 3 | 19 | 0 | 16 | 21 | 13.84 | 10.0 | Standard | 969.19 | 29.024750 | Yes | 0.000000 | 202.196708 | Low_spent_Large_value_payments | 338.731042 | Standard | 396 |
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