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ID | Описание | Дата |
---|---|---|
b14a345c-f309-4edc-a670-ba911d0d7a01 | unleash leading-edge content | 1982-01-07 |
102af280-7c06-4bcd-ae50-20bb0ffdfabe | synergize proactive solutions | 2008-07-11 |
40b04143-85b2-437f-b0b9-dde6ffd6258f | transform bleeding-edge e-business | 1997-05-25 |
e3300d45-5b75-437b-9a13-9584ce37faa6 | re-intermediate efficient niches | 1986-02-23 |
96070805-cb92-46cf-b844-6444891f76cd | transition strategic content | 1998-12-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Manager | 31633.540 | 1 | 5 | 8 | 3 | 8 | 7 | 9.70 | 3.0 | Good | 846.45 | 39.268410 | No | 50.768440 | 196.486317 | High_spent_Small_value_payments | 305.758076 | Standard | 263 |
21 | Architect | 17856.720 | 8 | 6 | 23 | 6 | 41 | 22 | 0.65 | 8.0 | Bad | 1431.47 | 25.485041 | Yes | 75.867773 | 189.488289 | Low_spent_Small_value_payments | 168.649938 | Poor | 209 |
24 | Teacher | 40198.960 | 4 | 6 | 10 | 2 | 9 | 17 | 0.58 | 1.0 | Standard | 530.04 | 31.308403 | No | 39.960494 | 221.385743 | Low_spent_Large_value_payments | 351.145096 | Standard | 0 |
36 | Teacher | 69051.140 | 4 | 7 | 9 | 2 | 12 | 8 | 13.20 | 8.0 | Standard | 1396.03 | 25.413530 | Yes | 107.167492 | 335.339871 | High_spent_Small_value_payments | 367.818804 | Standard | 194 |
34 | Developer | 135596.280 | 4 | 3 | 12 | 1 | 17 | 12 | 3.85 | 3.0 | Standard | 298.74 | 42.493712 | No | 111.115714 | 195.128169 | High_spent_Large_value_payments | 1068.125118 | Poor | 196 |
35 | Accountant | 28415.930 | 2 | 2 | 12 | 2 | 6 | 10 | 2.40 | 1.0 | Good | 1112.80 | 31.251977 | No | 35.469401 | 267.791274 | Low_spent_Small_value_payments | 210.938742 | Good | 290 |
27 | Musician | 10240.420 | 10 | 9 | 23 | 9 | 44 | 24 | 9.13 | 10.0 | Bad | 1445.23 | 28.170495 | Yes | 42.974418 | 89.510201 | Low_spent_Medium_value_payments | 241.252214 | Poor | 90 |
21 | Teacher | 57619.530 | 4 | 6 | 7 | 2 | 7 | 18 | 6.63 | 2.0 | Good | 1284.31 | 36.201964 | No | 81.523651 | 402.967236 | Low_spent_Large_value_payments | 249.871863 | Poor | 369 |
27 | Developer | 65500.840 | 4 | 3 | 18 | 4 | 8 | 14 | 4.26 | 1.0 | Standard | 1088.57 | 38.682062 | No | 197.567086 | 508.148537 | Low_spent_Large_value_payments | 110.024711 | Standard | 386 |
21 | Teacher | 11426.590 | 4 | 7 | 5 | 0 | 28 | 11 | 10.56 | 6.0 | Standard | 465.10 | 25.380118 | Yes | 0.000000 | 79.704829 | Low_spent_Medium_value_payments | 293.816754 | Standard | 0 |
47 | Accountant | 69557.680 | 6 | 7 | 8 | 1 | 28 | 20 | 9.40 | 3.0 | Standard | 503.35 | 32.911152 | Yes | 47.379999 | 187.999262 | Low_spent_Large_value_payments | 591.668073 | Standard | 254 |
40 | Accountant | 30802.790 | 5 | 5 | 5 | 3 | 9 | 7 | 9.18 | 2.0 | Good | 388.92 | 29.356384 | No | 72.863201 | 211.803086 | Low_spent_Medium_value_payments | 264.523630 | Good | 311 |
14 | Lawyer | 23445.470 | 4 | 5 | 18 | 6 | 8 | 16 | 7.77 | 5.0 | Standard | 1455.88 | 28.305875 | Yes | 109.792140 | 222.812600 | Low_spent_Small_value_payments | 144.474177 | Standard | 186 |
20 | Manager | 127285.410 | 4 | 3 | 6 | 1 | 9 | 5 | 0.97 | 4.0 | Good | 1141.72 | 33.268002 | No | 66.377840 | 119.368827 | High_spent_Medium_value_payments | 1114.965083 | Standard | 336 |
41 | Accountant | 75776.550 | 5 | 4 | 15 | 1 | 11 | 0 | 13.86 | 4.0 | Standard | 1.37 | 36.908533 | Yes | 60.277781 | 144.664095 | High_spent_Medium_value_payments | 703.129374 | Standard | 305 |
51 | Accountant | 48615.220 | 4 | 7 | 15 | 4 | 29 | 11 | 3.44 | 6.0 | Standard | 1235.05 | 35.258824 | NM | 135.357434 | 43.366740 | High_spent_Large_value_payments | 455.002660 | Standard | 202 |
20 | Lawyer | 53564.880 | 5 | 3 | 13 | 2 | 6 | 11 | 19.98 | 2.0 | Standard | 1008.31 | 34.548066 | Yes | 80.569833 | 238.932993 | Low_spent_Small_value_payments | 391.271174 | Standard | 0 |
17 | Developer | 14160.580 | 7 | 7 | 14 | 0 | 25 | 16 | 18.46 | 7.0 | Standard | 670.02 | 29.430917 | Yes | 0.000000 | 38.441043 | Low_spent_Small_value_payments | 358.263790 | Standard | 293 |
32 | Manager | 31417.150 | 3 | 6 | 18 | 3 | 26 | 10 | 17.26 | 0.0 | Standard | 362.31 | 25.517154 | Yes | 64.189623 | 0.000000 | Low_spent_Large_value_payments | 262.962735 | Standard | 245 |
44 | Media_Manager | 35911.330 | 3 | 3 | 2 | 2 | 9 | 0 | 5.50 | 3.0 | Standard | 739.82 | 27.438105 | No | 39.112882 | 57.383975 | High_spent_Large_value_payments | 443.864226 | Standard | 215 |
52 | Architect | 67818.860 | 3 | 3 | 6 | 3 | 5 | 0 | 8.89 | 4.0 | Good | 45.66 | 33.873712 | No | 109.966621 | 131.711920 | High_spent_Large_value_payments | 535.678625 | Good | 368 |
27 | Musician | 21454.790 | 0 | 6 | 12 | 4 | 4 | 0 | 1.56 | 1.0 | Good | 1152.36 | 26.584801 | No | 46.473274 | 172.598003 | Low_spent_Small_value_payments | 243.018640 | Good | 366 |
24 | Developer | 133538.680 | 3 | 7 | 12 | 0 | 4 | 0 | 2.07 | 3.0 | Standard | 1389.91 | 39.799027 | No | 0.000000 | 268.007332 | High_spent_Large_value_payments | 1067.515001 | Standard | 291 |
41 | Manager | 144390.200 | 5 | 5 | 2 | 0 | 7 | 4 | 7.86 | 1.0 | Good | 457.05 | 27.344122 | No | 0.000000 | 1599.935636 | Low_spent_Small_value_payments | 0.000000 | Good | 328 |
39 | Lawyer | 18221.965 | 3 | 7 | 17 | 3 | 13 | 12 | 12.25 | 0.0 | Standard | 1218.29 | 29.420779 | NM | 25.715292 | 161.539534 | Low_spent_Small_value_payments | 227.494882 | Standard | 229 |
44 | Scientist | 33199.130 | 1 | 4 | 3 | 2 | 14 | 10 | 4.88 | 0.0 | Good | 1255.12 | 31.178024 | No | 35.397754 | 67.997517 | High_spent_Large_value_payments | 406.964146 | Good | 268 |
22 | Musician | 48783.440 | 3 | 7 | 18 | 3 | 10 | 13 | 10.96 | 1.0 | Standard | 146.68 | 28.933936 | No | 79.616754 | 173.773552 | High_spent_Medium_value_payments | 415.338361 | Standard | 236 |
41 | Entrepreneur | 43426.900 | 1 | 6 | 2 | 4 | 4 | 9 | 4.35 | 6.0 | Good | 0.95 | 24.248555 | No | 98.631464 | 245.592912 | Low_spent_Small_value_payments | 295.566458 | Standard | 382 |
36 | Architect | 109782.320 | 4 | 4 | 19 | 2 | 27 | 10 | 7.78 | 0.0 | Standard | 426.40 | 28.132382 | NM | 92.526657 | 0.000000 | Low_spent_Medium_value_payments | 384.719922 | Standard | 340 |
38 | Accountant | 119443.290 | 1 | 6 | 1 | 3 | 13 | 11 | 0.90 | 3.0 | Good | 418.28 | 23.502358 | No | 183.790597 | 698.894026 | Low_spent_Large_value_payments | 394.476127 | Standard | 347 |
19 | Scientist | 33426.960 | 10 | 6 | 34 | 7 | 57 | 25 | 1.79 | 8.0 | Bad | 1432.30 | 27.101308 | Yes | 187.191253 | 60.344351 | High_spent_Medium_value_payments | 255.822396 | Poor | 212 |
39 | Mechanic | 46268.400 | 5 | 4 | 20 | 4 | 30 | 14 | 9.58 | 7.0 | Standard | 1447.57 | 23.223143 | Yes | 103.778050 | 161.630283 | High_spent_Medium_value_payments | 382.961667 | Poor | 164 |
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