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ID | Описание | Дата |
---|---|---|
48b2c4e8-e897-4983-9680-849a3d20556c | synergize cutting-edge systems | 2019-06-15 |
b5e0b4dd-b888-49f5-99f1-d96dd32999bb | deliver killer metrics | 1979-02-12 |
5120ef54-42b2-45f5-a629-3b34997807f1 | architect plug-and-play portals | 2001-12-07 |
a23d113b-a8da-4909-af2b-8654ec908c0a | harness user-centric applications | 1982-11-13 |
292c15b6-b122-44fe-b0db-d109eb13edaf | whiteboard rich partnerships | 1978-12-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | Scientist | 31993.780 | 6 | 6 | 7 | 2 | 8 | 14 | 6.28 | 1.0 | Standard | 818.22 | 34.280969 | Yes | 45.141298 | 112.723887 | High_spent_Small_value_payments | 396.349648 | Standard | 207 |
27 | Engineer | 49023.220 | 5 | 5 | 13 | 2 | 6 | 11 | 12.48 | 3.0 | Standard | 270.20 | 25.706379 | No | 62.741073 | 39.864193 | High_spent_Large_value_payments | 553.521567 | Standard | 317 |
27 | Writer | 29344.530 | 5 | 7 | 10 | 2 | 18 | 11 | 8.19 | 7.0 | Standard | 779.69 | 28.342734 | NM | 24.675390 | 305.017996 | Low_spent_Small_value_payments | 216.544364 | Good | 0 |
34 | Teacher | 81427.020 | 2 | 2 | 3 | 4 | 3 | 0 | 2.35 | 1.0 | Good | 17.81 | 23.528149 | No | 144.151019 | 688.435623 | Low_spent_Small_value_payments | 145.171858 | Good | 227 |
40 | Mechanic | 30493.340 | 5 | 5 | 11 | 4 | 13 | 7 | 7.11 | 2.0 | Good | 448.51 | 34.532954 | No | 94.482428 | 236.479453 | Low_spent_Small_value_payments | 211.749286 | Standard | 0 |
30 | Entrepreneur | 89064.520 | 5 | 3 | 1 | 1 | 6 | 7 | 6.37 | 3.0 | Good | 648.36 | 31.976528 | No | 37.572751 | 632.289324 | Low_spent_Medium_value_payments | 335.742258 | Good | 356 |
53 | Mechanic | 22933.450 | 8 | 7 | 19 | 4 | 30 | 11 | 6.52 | 4.0 | Standard | 328.94 | 36.595317 | Yes | 38.756003 | 71.060970 | High_spent_Medium_value_payments | 327.495110 | Standard | 244 |
47 | Writer | 98803.470 | 0 | 3 | 3 | 2 | 12 | 5 | 5.83 | 2.0 | Good | 766.77 | 36.278096 | No | 120.173690 | 181.377777 | High_spent_Small_value_payments | 768.410784 | Standard | 374 |
40 | Accountant | 97384.440 | 1 | 3 | 8 | 1 | 20 | 11 | 0.52 | 4.0 | Good | 405.45 | 28.529662 | No | 77.284943 | 231.174185 | High_spent_Medium_value_payments | 758.277872 | Poor | 337 |
31 | Teacher | 75908.660 | 4 | 4 | 12 | 4 | 8 | 6 | 8.49 | 3.0 | Good | 58.50 | 38.108155 | No | 186.257397 | 90.100588 | High_spent_Large_value_payments | 585.714182 | Good | 392 |
54 | Teacher | 43885.430 | 1 | 2 | 11 | 2 | 13 | 8 | 1.99 | 0.0 | Good | 168.53 | 30.813456 | No | 51.655833 | 123.528760 | High_spent_Medium_value_payments | 434.427323 | Standard | 0 |
25 | Teacher | 137428.160 | 3 | 5 | 5 | 2 | 8 | 7 | 9.88 | 2.0 | Good | 1151.71 | 37.736211 | No | 139.825541 | 74.210026 | High_spent_Large_value_payments | 1161.499099 | Good | 312 |
41 | Scientist | 72618.320 | 5 | 6 | 14 | 3 | 6 | 17 | 10.02 | 1.0 | Standard | 805.95 | 37.675309 | No | 127.500729 | 91.484077 | High_spent_Large_value_payments | 650.567861 | Standard | 329 |
47 | Writer | 95858.310 | 3 | 6 | 6 | 2 | 25 | 9 | 6.89 | 1.0 | Good | 345.07 | 23.525666 | No | 149.800920 | 668.632888 | Low_spent_Small_value_payments | 273.485442 | Good | 293 |
39 | Writer | 10737.365 | 8 | 4 | 14 | 4 | 18 | 16 | 16.61 | 8.0 | Standard | 1126.18 | 30.279539 | NM | 19.502581 | 86.062423 | Low_spent_Medium_value_payments | 262.913038 | Standard | 223 |
18 | Engineer | 118042.880 | 6 | 3 | 9 | 1 | 27 | 10 | 1.09 | 0.0 | Standard | 1476.36 | 38.780876 | Yes | 56.101296 | 201.869227 | High_spent_Large_value_payments | 964.420144 | Standard | 213 |
40 | Mechanic | 32749.150 | 0 | 2 | 3 | 4 | 0 | 7 | 6.46 | 3.0 | Good | 98.55 | 38.610804 | No | 105.362019 | 350.236111 | Low_spent_Small_value_payments | 94.511453 | Standard | 0 |
32 | Mechanic | 73871.320 | 5 | 7 | 10 | 0 | 15 | 0 | 4.01 | 4.0 | Standard | 217.57 | 36.293211 | No | 0.000000 | 117.883999 | High_spent_Large_value_payments | 720.710334 | Standard | 182 |
19 | Engineer | 34860.050 | 3 | 1 | 10 | 3 | 17 | 4 | 4.60 | 2.0 | Good | 1218.18 | 32.938335 | No | 51.292325 | 128.572028 | High_spent_Small_value_payments | 342.336063 | Standard | 274 |
32 | Doctor | 85770.420 | 4 | 6 | 3 | 2 | 13 | 9 | 0.00 | 2.0 | Good | 257.80 | 31.239698 | No | 75.051422 | 711.354239 | Low_spent_Medium_value_payments | 232.247838 | Standard | 201 |
35 | Mechanic | 131253.810 | 1 | 1 | 8 | 0 | 1 | 10 | 4.14 | 1.0 | Good | 519.38 | 33.235741 | No | 0.000000 | 170.378434 | High_spent_Large_value_payments | 1176.503316 | Good | 263 |
48 | Architect | 67106.790 | 5 | 5 | 6 | 3 | 5 | 0 | 7.22 | 0.0 | Standard | 836.88 | 24.207588 | Yes | 89.772854 | 80.967635 | High_spent_Medium_value_payments | 665.082761 | Standard | 218 |
20 | Journalist | 16380.170 | 4 | 5 | 8 | 0 | 27 | 12 | 9.58 | 2.0 | Standard | 996.18 | 34.297708 | No | 0.000000 | 110.878472 | Low_spent_Medium_value_payments | 313.222945 | Standard | 233 |
35 | Musician | 20286590.000 | 3 | 6 | 5 | 1 | 18 | 13 | 10.15 | 3.0 | Standard | 559.19 | 32.596498 | Yes | 33.164525 | 404.911060 | Low_spent_Large_value_payments | 344.870915 | Standard | 366 |
26 | Teacher | 22419.740 | 4 | 7 | 9 | 5 | 24 | 14 | 11.47 | 11.0 | Standard | 346.91 | 26.584221 | Yes | 69.494048 | 114.354529 | High_spent_Small_value_payments | 252.182589 | Good | 170 |
25 | Engineer | 93550.950 | 3 | 5 | 11 | 0 | 19 | 10 | 7.03 | 4.0 | Standard | 1272.54 | 39.142958 | Yes | 0.000000 | 512.501889 | Low_spent_Medium_value_payments | 552.289361 | Standard | 211 |
35 | Developer | 36787.050 | 7 | 7 | 10 | 0 | 7 | 7 | 10.17 | 0.0 | Good | 540.29 | 28.984589 | No | 0.000000 | 159.552262 | Low_spent_Large_value_payments | 445.606488 | Poor | 0 |
42 | Writer | 109978.170 | 4 | 3 | 7 | 1 | 30 | 20 | 10.84 | 0.0 | Standard | 1155.21 | 33.955181 | No | 78.749713 | 121.332953 | High_spent_Medium_value_payments | 963.902084 | Standard | 218 |
40 | Mechanic | 8283.985 | 8 | 4 | 17 | 5 | 24 | 9 | 14.47 | 6.0 | Standard | 1225.06 | 35.882505 | Yes | 27.717670 | 67.463350 | Low_spent_Small_value_payments | 271.252189 | Standard | 146 |
24 | Entrepreneur | 20287.130 | 4 | 6 | 11 | 0 | 27 | 15 | 10.98 | 8.0 | Standard | 19.94 | 34.660829 | Yes | 0.000000 | 126.045809 | Low_spent_Small_value_payments | 326.613607 | Standard | 310 |
56 | Doctor | 24466.500 | 4 | 7 | 6 | 3 | 23 | 20 | 11.41 | 4.0 | Standard | 858.45 | 36.856797 | Yes | 41.129093 | 115.520491 | High_spent_Small_value_payments | 335.937916 | Good | 371 |
45 | Writer | 43534.900 | 3 | 6 | 15 | 4 | 8 | 17 | 16.51 | 7.0 | Standard | 314.58 | 36.974716 | Yes | 100.408045 | 343.784302 | Low_spent_Large_value_payments | 201.698487 | Standard | 223 |
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