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ID | Описание | Дата |
---|---|---|
f5e9bb1f-0415-4a09-aa15-9485809f7dc8 | embrace open-source supply-chains | 1981-06-27 |
61042d7e-af5f-4ed0-8dbc-4dfe2b696e43 | unleash open-source networks | 2018-06-13 |
7153a07e-311d-4106-be2f-e8a8fc8f4f0b | expedite compelling communities | 1985-06-15 |
d09c0811-c56f-4964-ba62-0e784c4fc625 | grow clicks-and-mortar schemas | 2005-10-30 |
1f7617dd-4d0a-4b9e-81c0-009a8d39e5e6 | strategize collaborative niches | 1978-06-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | Journalist | 14976.450 | 7 | 6 | 16 | 0 | 29 | 22 | 14.21 | 3.0 | Standard | 69.51 | 30.926544 | Yes | 0.000000 | 193.572825 | Low_spent_Small_value_payments | 245.930925 | Standard | 336 |
49 | Lawyer | 92041.020 | 3 | 7 | 7 | 0 | 6 | 11 | 11.45 | 4.0 | Good | 590.95 | 27.991679 | No | 0.000000 | 186.156216 | High_spent_Large_value_payments | 815.952284 | Good | 287 |
47 | Developer | 26340.100 | 4 | 5 | 15 | 3 | 7 | 15 | 8.63 | 0.0 | Standard | 221.86 | 26.734806 | No | 62.080929 | 137.318601 | Low_spent_Small_value_payments | 338.201303 | Standard | 210 |
41 | Engineer | 72617.550 | 3 | 4 | 5 | 2 | 22 | 17 | 3.02 | 2.0 | Good | 1475.91 | 31.905081 | No | 89.405613 | 48.931673 | High_spent_Large_value_payments | 701.308965 | Poor | 334 |
14 | Scientist | 42266.300 | 7 | 7 | 13 | 3 | 8 | 16 | 12.13 | 7.0 | Standard | 656.02 | 35.290446 | Yes | 59.262260 | 128.861068 | High_spent_Medium_value_payments | 412.395839 | Good | 0 |
51 | Journalist | 30760.150 | 4 | 4 | 7 | 3 | 21 | 9 | 11.50 | 2.0 | Standard | 143.92 | 23.657053 | No | 41.125298 | 55.726578 | High_spent_Large_value_payments | 407.082707 | Standard | 0 |
40 | Manager | 170391.520 | 3 | 3 | 4 | 0 | 8 | 6 | 11.98 | 1.0 | Good | 307.02 | 42.898872 | No | 0.000000 | 544.253120 | High_spent_Small_value_payments | 1125.376214 | Poor | 368 |
41 | Engineer | 35615.680 | 2 | 3 | 8 | 0 | 28 | 7 | 5.05 | 5.0 | Good | 1448.89 | 23.987614 | No | 0.000000 | 105.017706 | High_spent_Small_value_payments | 422.779627 | Poor | 350 |
21 | Entrepreneur | 84408.160 | 4 | 5 | 18 | 3 | 24 | 12 | 13.29 | 4.0 | Standard | 645.83 | 40.805398 | Yes | 174.799034 | 140.687415 | High_spent_Medium_value_payments | 655.614884 | Standard | 88 |
45 | Engineer | 139383.600 | 4 | 6 | 10 | 2 | 29 | 11 | 8.14 | 1.0 | Standard | 1132.10 | 38.451400 | No | 163.129457 | 851.174753 | Low_spent_Medium_value_payments | 427.525791 | Standard | 340 |
37 | Mechanic | 29310.850 | 8 | 4 | 20 | 4 | 9 | 19 | 9.30 | 4.0 | Standard | 1184.49 | 31.521611 | No | 93.771191 | 288.360635 | Low_spent_Small_value_payments | 160.125258 | Standard | 380 |
29 | Media_Manager | 25810.930 | 5 | 3 | 14 | 3 | 14 | 13 | 10.53 | 5.0 | Standard | 1123.51 | 22.503938 | Yes | 51.424951 | 153.196368 | Low_spent_Small_value_payments | 277.069764 | Standard | 207 |
36 | Lawyer | 33206.260 | 0 | 3 | 7 | 1 | 6 | 11 | 5.20 | 3.0 | Good | 1027.77 | 36.395636 | No | 17.962556 | 99.954102 | High_spent_Medium_value_payments | 384.002175 | Good | 310 |
21 | Accountant | 37607.280 | 3 | 6 | 17 | 3 | 16 | 12 | 15.00 | 9.0 | Standard | 1361.67 | 36.688847 | Yes | 81.816906 | 0.000000 | High_spent_Large_value_payments | 403.195117 | Poor | 229 |
32 | Accountant | 159319.920 | 5 | 7 | 1 | 1 | 2 | 0 | 1.14 | 3.0 | Good | 104.45 | 39.940071 | No | 115.308003 | 181.028156 | High_spent_Large_value_payments | 1247.729841 | Poor | 208 |
47 | Engineer | 70164.900 | 5 | 5 | 13 | 0 | 28 | 20 | 11.21 | 2.0 | Standard | 1471.30 | 40.222236 | Yes | 0.000000 | 88.378671 | High_spent_Large_value_payments | 749.128829 | Standard | 263 |
44 | Manager | 44295.540 | 8 | 6 | 30 | 2 | 38 | 20 | 11.96 | 8.0 | Standard | 1280.42 | 31.695752 | Yes | 65.575974 | 0.000000 | High_spent_Large_value_payments | 515.727918 | Poor | 152 |
49 | Accountant | 114082.640 | 6 | 3 | 9 | 0 | 27 | 3881 | 10.61 | 3.0 | Standard | 44.01 | 39.904442 | No | 0.000000 | 186.889173 | High_spent_Medium_value_payments | 1013.999494 | Standard | 263 |
24 | Media_Manager | 16618.170 | 6 | 9 | 17 | 2 | 29 | 16 | 9.95 | 11.0 | Standard | 1467.27 | 31.962741 | NM | 21.097101 | 92.668233 | Low_spent_Small_value_payments | 339.119416 | Poor | 239 |
19 | Entrepreneur | 19375.760 | 4 | 3 | 6 | 1 | 29 | 21 | 10.81 | 4.0 | Standard | 1053.72 | 34.678974 | Yes | 10.511619 | 32.972502 | High_spent_Small_value_payments | 379.880546 | Standard | 331 |
17 | Teacher | 20606.320 | 6 | 6 | 13 | 1 | 23 | 10 | 7.08 | 6.0 | Standard | 160.50 | 23.328827 | Yes | 10.097169 | 28.055047 | High_spent_Medium_value_payments | 401.567117 | Standard | 337 |
28 | Journalist | 33133.710 | 6 | 5 | 6 | 2 | 13 | 20 | 12.79 | 4.0 | Standard | 1406.81 | 22.773077 | Yes | 28.145581 | 201.428130 | Low_spent_Large_value_payments | 308.340539 | Standard | 142 |
29 | Scientist | 14638.380 | 7 | 5 | 8 | 3 | 29 | 14 | 8.40 | 7.0 | Good | 424.65 | 41.660140 | No | 27.783187 | 0.000000 | Low_spent_Small_value_payments | 346.023579 | Good | 0 |
29 | Teacher | 65804.040 | 0 | 1 | 8 | 2 | 4 | 8 | 8.23 | 4.0 | Good | 1450.47 | 28.420502 | No | 76.328562 | 303.287921 | Low_spent_Medium_value_payments | 460.350517 | Good | 245 |
22 | Scientist | 43788.750 | 3 | 7 | 10 | 1 | 7 | 6 | 4.43 | 4.0 | Good | 1427.84 | 34.370607 | NM | 23.443044 | 81.897262 | High_spent_Medium_value_payments | 484.065944 | Standard | 344 |
34 | Journalist | 20058.555 | 5 | 3 | 4 | 3 | 12 | 4 | 1.69 | 3.0 | Good | 390.98 | 28.886543 | No | 35.398260 | 33.406415 | High_spent_Small_value_payments | 372.949950 | Good | 192 |
38 | Architect | 15503.650 | 3 | 5 | 12 | 0 | 3 | 8 | 4.43 | 0.0 | Standard | 466.65 | 27.436447 | Yes | 0.000000 | 198.369412 | Low_spent_Small_value_payments | 249.827671 | Standard | 233 |
22 | Mechanic | 17433.615 | 1 | 4 | 2 | 2 | 9 | 6 | 6.87 | 0.0 | Good | 1037.05 | 37.869835 | No | 28.579644 | 35.692269 | High_spent_Medium_value_payments | 353.608211 | Good | 355 |
18 | Mechanic | 169481.080 | 3 | 2 | 10 | 2 | 12 | 14 | 0.95 | 4.0 | Good | 645.14 | 43.562256 | NM | 168.928347 | 0.000000 | High_spent_Large_value_payments | 1418.098323 | Standard | 204 |
29 | Mechanic | 113048.460 | 5 | 3 | 9 | 2 | 14 | 5 | 11.75 | 6.0 | Good | 630.37 | 32.014857 | No | 126.318662 | 243.835264 | Low_spent_Large_value_payments | 861.116574 | Good | 280 |
35 | Architect | 16587.020 | 4 | 6 | 7 | 1 | 13 | 7 | 6.21 | 2.0 | Good | 581.12 | 38.420093 | No | 12.795845 | 26.746336 | High_spent_Large_value_payments | 367.282986 | Poor | 242 |
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