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ID | Описание | Дата |
---|---|---|
259b45b3-f78e-4c84-9141-4080145d7ded | iterate end-to-end deliverables | 2022-08-26 |
b86ce4c9-68b3-4201-8df0-17683bd85006 | disintermediate end-to-end interfaces | 1982-09-25 |
ef6f8ee6-02a7-439a-8023-c958bb05b657 | synthesize value-added solutions | 1992-05-06 |
ff8d86fa-23aa-43cf-81c6-6ec02cc1c7d4 | whiteboard clicks-and-mortar architectures | 2015-04-23 |
62433dc5-6757-48ee-be96-147a9622eb4a | architect cutting-edge models | 1996-11-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Entrepreneur | 41735.550 | 0 | 3 | 8 | 4 | 15 | 7 | 11.25 | 3.0 | Good | 1480.92 | 29.276217 | NM | 109.614147 | 240.589488 | Low_spent_Medium_value_payments | 265.592615 | Standard | 0 |
33 | Journalist | 16808.320 | 0 | 7 | 10 | 2 | 15 | 5 | 1.67 | 3.0 | Good | 582.30 | 33.920004 | NM | 18.789636 | 131.930058 | Low_spent_Small_value_payments | 266.949639 | Standard | 203 |
32 | Accountant | 26217.460 | 8 | 3 | 18 | 2 | 4 | 17 | 8.81 | 4.0 | Standard | 1135.43 | 34.829617 | Yes | 27.045547 | 180.144951 | Low_spent_Large_value_payments | 255.888335 | Standard | 325 |
19 | Doctor | 15833.870 | 5 | 4 | 10 | 2 | 30 | 19 | 13.71 | 5.0 | Standard | 211.35 | 36.345177 | Yes | 23.144450 | 127.636975 | Low_spent_Medium_value_payments | 269.067492 | Standard | 154 |
36 | Mechanic | 33645.240 | 4 | 6 | 2 | 3 | 4 | 12 | 10.47 | 9.0 | Good | 1162.68 | 38.883347 | No | 58.538691 | 89.373455 | High_spent_Medium_value_payments | 371.464854 | Standard | 0 |
21 | Architect | 130353.390 | 5 | 6 | 10 | 1 | 2 | 2 | 10.39 | 6.0 | Good | 804.31 | 25.106384 | No | 104.746202 | 975.182663 | Low_spent_Large_value_payments | 285.049385 | Standard | 298 |
41 | Developer | 122618.160 | 3 | 7 | 5 | 1 | 17 | 20 | 9.14 | 0.0 | Standard | 664.37 | 34.109549 | No | 62.380100 | 155.209098 | High_spent_Large_value_payments | 1028.628801 | Standard | 381 |
51 | Doctor | 33763.890 | 4 | 3 | 8 | 2 | 17 | 19 | 4.70 | 0.0 | Standard | 812.74 | 32.032332 | No | 30.020779 | 0.000000 | Low_spent_Large_value_payments | 303.769370 | Standard | 362 |
36 | Journalist | 38392.960 | 8 | 10 | 26 | 2 | 38 | 20 | 7.88 | 10.0 | Bad | 1305.12 | 31.319475 | NM | 46.918279 | 53.374415 | High_spent_Small_value_payments | 462.848639 | Poor | 185 |
32 | Lawyer | 44498.780 | 4 | 5 | 18 | 3 | 19 | 11 | 11.73 | 4.0 | Standard | 1131.03 | 29.109621 | Yes | 92.444473 | 56.706214 | High_spent_Medium_value_payments | 475.672480 | Standard | 295 |
28 | Musician | 38713.360 | 2 | 4 | 11 | 0 | 0 | 2 | 3.56 | 2.0 | Good | 140.85 | 25.552402 | No | 0.000000 | 175.648557 | Low_spent_Medium_value_payments | 429.462776 | Good | 268 |
42 | Journalist | 32424.620 | 4 | 7 | 4 | 0 | 4 | 6 | 5.25 | 0.0 | Good | 442.63 | 31.266733 | No | 0.000000 | 95.469435 | High_spent_Medium_value_payments | 441.235732 | Good | 274 |
40 | Architect | 28012.420 | 5 | 7 | 14 | 3 | 24 | 12 | 8.93 | 8.0 | Standard | 1346.44 | 31.758624 | Yes | 68.839655 | 323.755988 | Low_spent_Small_value_payments | 153.841190 | Standard | 0 |
47 | Manager | 63068.880 | 2 | 5 | 11 | 3 | 11 | 7 | 11.47 | 2.0 | Good | 348.96 | 26.897008 | No | 97.057338 | 178.094252 | High_spent_Small_value_payments | 525.522410 | Poor | 253 |
42 | Manager | 40612.160 | 3 | 4 | 9 | 0 | 6 | 11 | 5.84 | 4.0 | Good | 314.79 | 40.169781 | No | 0.000000 | 113.715537 | High_spent_Medium_value_payments | 496.219130 | Standard | 312 |
35 | Architect | 14691.485 | 3 | 4 | 10 | 1 | 11 | 13 | 1.90 | 1.0 | Good | 196.65 | 32.370858 | No | 7.767894 | 0.000000 | Low_spent_Small_value_payments | 259.591038 | Standard | 335 |
39 | Writer | 35081.490 | 6 | 6 | 16 | 2 | 23 | 16 | 6.57 | 0.0 | Standard | 1025.79 | 25.675607 | Yes | 51.978551 | 42.920932 | High_spent_Large_value_payments | 449.846267 | Good | 316 |
38 | Mechanic | 32995.780 | 9 | 6 | 16 | 4 | 17 | 22 | 0.00 | 9.0 | Bad | 1338.20 | 38.854862 | Yes | 105.687034 | 76.859334 | High_spent_Medium_value_payments | 321.518465 | Poor | 206 |
40 | Writer | 14990.045 | 4 | 4 | 20 | 3 | 13 | 0 | 5.16 | 2.0 | Standard | 1344.00 | 38.191480 | No | 22.751366 | 34.839415 | High_spent_Small_value_payments | 315.526261 | Standard | 276 |
47 | Writer | 66189.240 | 3 | 5 | 12 | 1 | 30 | 20 | 12.41 | 1.0 | Standard | 544.21 | 42.207926 | Yes | 36.860440 | 0.000000 | High_spent_Large_value_payments | 631.089112 | Standard | 213 |
44 | Entrepreneur | 37612.540 | 5 | 4 | 11 | 4 | 2 | 0 | 0.72 | 1.0 | Good | 15.81 | 22.770829 | No | 124.734381 | 300.947328 | Low_spent_Medium_value_payments | 168.856124 | Standard | 362 |
30 | Entrepreneur | 111404.520 | 1 | 1 | 11 | 3 | 4 | 2 | 4.46 | 0.0 | Good | 459.86 | 39.517330 | No | 155.879984 | 218.817041 | High_spent_Large_value_payments | 812.673974 | Good | 361 |
35 | Lawyer | 61634.540 | 3 | 2 | 9 | 2 | 12 | 4 | 8.53 | 5.0 | Good | 793.77 | 36.205008 | No | 68.856718 | 210.245387 | Low_spent_Medium_value_payments | 496.619062 | Standard | 354 |
35 | Developer | 59125.840 | 0 | 6 | 2 | 1 | 5 | 12 | 1.18 | 5.0 | Good | 53.90 | 30.570630 | No | 33.329842 | 0.000000 | Low_spent_Medium_value_payments | 423.447563 | Good | 339 |
28 | Engineer | 77142.690 | 3 | 5 | 6 | 6 | 14 | 19 | 21.21 | 10.0 | Standard | 523.92 | 24.768219 | NM | 196.813981 | 49.143190 | High_spent_Large_value_payments | 655.798579 | Standard | 187 |
37 | Manager | 60770.220 | 8 | 4 | 15 | 4 | 11 | 0 | 1.36 | 6.0 | Standard | 176.02 | 39.208877 | No | 190.274574 | 58.184490 | High_spent_Medium_value_payments | 493.959437 | Standard | 341 |
27 | Journalist | 144396.680 | 5 | 6 | 4 | 0 | 9 | 2 | 4.25 | 2.0 | Good | 923.50 | 42.045103 | No | 0.000000 | 274.959027 | High_spent_Large_value_payments | 1144.146640 | Standard | 312 |
24 | Engineer | 28253.330 | 1 | 6 | 5 | 4 | 3 | 9 | 9.00 | 6.0 | Good | 1104.91 | 32.190046 | No | 93.608031 | 233.977714 | Low_spent_Small_value_payments | 187.358671 | Good | 306 |
30 | Journalist | 55115.260 | 7 | 4 | 14 | 0 | 9 | 16 | 10.62 | 3.0 | Standard | 134.87 | 36.702160 | NM | 0.000000 | 110.657059 | High_spent_Large_value_payments | 559.636775 | Standard | 289 |
16 | Scientist | 29487.250 | 7 | 3 | 16 | 3 | 25 | 19 | 12.71 | 8.0 | Standard | 160.14 | 34.973434 | Yes | 65.628450 | 43.617008 | High_spent_Large_value_payments | 346.981625 | Standard | 331 |
32 | Manager | 30559.300 | 4 | 3 | 9 | 1 | 26 | 4 | 9.54 | 4.0 | Good | 219.20 | 28.315792 | No | 13.365203 | 287.098666 | Low_spent_Small_value_payments | 246.296964 | Poor | 211 |
38 | Accountant | 23737.090 | 4 | 5 | 11 | 3 | 17 | 10 | 8.21 | 6.0 | Standard | 91.78 | 33.681897 | Yes | 47.141829 | 114.064682 | Low_spent_Small_value_payments | 352.902572 | Poor | 289 |
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