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ID | Описание | Дата |
---|---|---|
b178be24-8558-4e2a-a0e4-aa83a5bbbf58 | innovate collaborative infrastructures | 2019-06-21 |
5fd45e14-b67b-4cdf-be18-1e5942f5843a | exploit back-end niches | 2016-11-30 |
081f6795-bc30-4988-a616-0461028bb7a2 | evolve B2C e-services | 2001-04-26 |
e47ae324-3fc7-46f1-9039-8bba7371b204 | benchmark vertical solutions | 1978-10-27 |
6e8af361-a2f7-4445-a0da-6cbfe6119fe8 | implement B2B initiatives | 1984-10-27 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Architect | 23404.86 | 6 | 5 | 7 | 0 | 14 | 17 | 15.82 | 5.0 | Standard | 35.54 | 34.058238 | Yes | 0.000000 | 84.462632 | Low_spent_Large_value_payments | 375.477868 | Standard | 343 |
45 | Writer | 120260.20 | 4 | 5 | 14 | 1 | 14 | 15 | 18.50 | 2.0 | Standard | 1436.96 | 42.639305 | Yes | 53.155123 | 239.160963 | Low_spent_Large_value_payments | 968.152247 | Poor | 252 |
29 | Developer | 16646.26 | 7 | 6 | 15 | 2 | 12 | 15 | 10.26 | 4.0 | Standard | 624.36 | 31.084202 | No | 14.578567 | 131.386304 | Low_spent_Medium_value_payments | 295.153963 | Standard | 224 |
29 | Entrepreneur | 85926.78 | 3 | 7 | 8 | 1 | 28 | 14 | 5.54 | 4.0 | Standard | 542.13 | 37.745843 | Yes | 61.891287 | 86.939193 | High_spent_Large_value_payments | 826.326020 | Standard | 371 |
33 | Engineer | 36237.51 | 7 | 3 | 15 | 3 | 19 | 20 | 19.68 | 7.0 | Standard | 588.79 | 33.998217 | Yes | 59.882252 | 71.802180 | High_spent_Large_value_payments | 398.594818 | Standard | 232 |
29 | Accountant | 45250.17 | 4 | 3 | 15 | 6 | 31 | 18 | 17.93 | 7.0 | Standard | 492.07 | 38.638775 | Yes | 173.811229 | 362.915689 | Low_spent_Small_value_payments | 128.457832 | Standard | 133 |
53 | Developer | 17839.11 | 3 | 3 | 1 | 2 | 11 | 11 | 7.43 | 4.0 | Good | 520.94 | 38.708518 | NM | 23.589994 | 120.069644 | Low_spent_Small_value_payments | 304.399612 | Standard | 251 |
43 | Writer | 35319.26 | 4 | 3 | 7 | 4 | 5 | 3 | 6.66 | 3.0 | Good | 140.19 | 40.910079 | No | 112.736238 | 0.000000 | Low_spent_Large_value_payments | 343.567941 | Standard | 345 |
31 | Journalist | 17517.55 | 8 | 7 | 4 | 0 | 8 | 17 | 10.07 | 6.0 | Good | 1321.23 | 30.228760 | No | 0.000000 | 78.510573 | Low_spent_Medium_value_payments | 330.869010 | Good | 186 |
18 | Media_Manager | 34746.02 | 4 | 4 | 17 | 1 | 19 | 20 | 8.36 | 0.0 | Standard | 1258.88 | 31.003652 | No | 18.860773 | 117.577092 | High_spent_Small_value_payments | 409.612302 | Standard | 220 |
52 | Lawyer | 63383.10 | 6 | 3 | 8 | 3 | 26 | 16 | 14.54 | 1.0 | Standard | 549.06 | 32.093636 | Yes | 151.434249 | 197.008704 | High_spent_Medium_value_payments | 445.949547 | Standard | 371 |
22 | Architect | 36298.36 | 3 | 4 | 9 | 2 | 11 | 10 | 0.00 | 6.0 | Good | 1044.75 | 29.843128 | NM | 42.795231 | 0.000000 | Low_spent_Small_value_payments | 223.299568 | Good | 352 |
27 | Architect | 33235.35 | 3 | 5 | 19 | 0 | 17 | 11 | 4.86 | 4.0 | Standard | 212.69 | 32.537143 | Yes | 0.000000 | 79.744516 | High_spent_Medium_value_payments | 461.316734 | Standard | 220 |
40 | Scientist | 11100.59 | 6 | 5 | 13 | 4 | 11 | 19 | 6.67 | 5.0 | Standard | 465.87 | 24.838132 | Yes | 23.378109 | 36.937741 | Low_spent_Medium_value_payments | 328.389067 | Standard | 226 |
43 | Developer | 82920.20 | 4 | 7 | 7 | 3 | 6 | 10 | 6.04 | 2.0 | Good | 1197.23 | 34.962392 | No | 163.046591 | 58.664262 | High_spent_Large_value_payments | 738.390813 | Good | 323 |
27 | Media_Manager | 59505.12 | 5 | 7 | 17 | 2 | 7 | 11 | 9.90 | 6.0 | Standard | 1491.91 | 37.423921 | Yes | 71.906897 | 0.000000 | High_spent_Small_value_payments | 513.977799 | Standard | 0 |
44 | Writer | 145380.88 | 5 | 3 | 12 | 1 | 11 | 0 | 2.69 | 2.0 | Good | 797.79 | 43.674488 | NM | 102.758605 | 81.565455 | High_spent_Large_value_payments | 1291.783273 | Good | 370 |
34 | Accountant | 36802.82 | 4 | 3 | 7 | 1 | 12 | 15 | 6.06 | 2.0 | Good | 190.98 | 24.963164 | No | 30.345518 | 143.792034 | Low_spent_Small_value_payments | 393.452615 | Good | 383 |
25 | Doctor | 17182.50 | 0 | 6 | 11 | 2 | 10 | 1 | 3.78 | 3.0 | Good | 1269.97 | 39.931623 | No | 19.841129 | 69.610371 | Low_spent_Small_value_payments | 323.636001 | Good | 372 |
29 | Musician | 160930.32 | 4 | 1 | 1 | 1 | 6 | 0 | 0.61 | 4.0 | Good | 1083.49 | 43.547592 | No | 83.048864 | 0.000000 | High_spent_Large_value_payments | 1226.310745 | Good | 359 |
39 | Mechanic | 36446.26 | 4 | 5 | 8 | 0 | 14 | 6 | 11.67 | 0.0 | Good | 334.38 | 34.159366 | No | 0.000000 | 47.655807 | High_spent_Medium_value_payments | 494.663027 | Good | 200 |
34 | Accountant | 54265.54 | 3 | 5 | 5 | 2 | 23 | 13 | 4.78 | 4.0 | Standard | 545.37 | 27.346210 | No | 82.105500 | 0.000000 | Low_spent_Medium_value_payments | 306.152910 | Standard | 275 |
46 | Teacher | 29627.53 | 3 | 6 | 12 | 0 | 23 | 22 | 10.34 | 1.0 | Standard | 363.45 | 37.862093 | Yes | 0.000000 | 201.206274 | Low_spent_Small_value_payments | 306.789810 | Standard | 191 |
44 | Mechanic | 16117.63 | 6 | 9 | 26 | 2 | 27 | 24 | 5.83 | 9.0 | Bad | 1488.01 | 30.261551 | Yes | 23.316808 | 146.142477 | Low_spent_Small_value_payments | 252.754298 | Poor | 208 |
15 | Writer | 11253.46 | 3 | 6 | 6 | 4 | 25 | 0 | 16.52 | 6.0 | Standard | 1381.81 | 34.035288 | Yes | 32.591082 | 88.617948 | Low_spent_Small_value_payments | 249.669804 | Standard | 193 |
15 | Engineer | 21642.16 | 8 | 7 | 16 | 3 | 24 | 21 | 5.29 | 7.0 | Standard | 1058.31 | 34.577030 | Yes | 33.058792 | 52.923453 | High_spent_Small_value_payments | 378.869088 | Standard | 166 |
21 | Media_Manager | 73675.65 | 5 | 4 | 20 | 1 | 3 | 15 | 6.00 | 7.0 | Standard | 56.92 | 25.768532 | Yes | 31.606535 | 85.536124 | High_spent_Large_value_payments | 730.221091 | Standard | 383 |
53 | Architect | 36920.36 | 0 | 6 | 3 | 0 | 9 | 2 | 11.94 | 3.0 | Good | 881.00 | 32.434452 | No | 0.000000 | 0.000000 | High_spent_Small_value_payments | 448.075398 | Standard | 321 |
25 | Doctor | 107242.64 | 5 | 3 | 6 | 1 | 14 | 9 | 11.66 | 3.0 | Good | 258.85 | 36.764778 | No | 73.533361 | 97.170698 | High_spent_Large_value_payments | 967.284608 | Good | 388 |
48 | Journalist | 34336.30 | 3 | 3 | 8 | 1 | 18 | 17 | 5.15 | 1.0 | Standard | 835.49 | 38.877369 | No | 23.584875 | 303.417184 | Low_spent_Small_value_payments | 262.833774 | Standard | 282 |
28 | Musician | 23550.47 | 4 | 6 | 15 | 4 | 20 | 0 | 15.10 | 4.0 | Standard | 937.64 | 25.171557 | Yes | 63.242914 | 117.929241 | Low_spent_Large_value_payments | 281.081762 | Standard | 255 |
24 | Writer | 38856.53 | 3 | 4 | 1 | 3 | 6 | 3 | 4.43 | 1.0 | Good | 1375.65 | 28.652485 | No | 51.757390 | 251.489126 | Low_spent_Small_value_payments | 320.457901 | Poor | 303 |
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