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ID | Описание | Дата |
---|---|---|
8b6aa746-ea36-4b90-8430-a486f15d4a51 | transform e-business content | 1994-05-19 |
b274c2c1-1af2-4ff0-8a43-d0e0927c29b6 | leverage web-enabled e-commerce | 1980-04-20 |
b9e2d3be-97bb-4fd3-935c-d20303cfb33b | synergize proactive relationships | 2009-10-31 |
c58cd93c-59ff-4efd-8de3-5bffdd97a890 | revolutionize intuitive bandwidth | 2015-10-01 |
a98d72e7-f1cf-47a3-853f-54b950735a77 | syndicate cross-platform partnerships | 2019-04-26 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | Scientist | 19653.005 | 3 | 3 | 10 | 4 | 6 | 14 | 1.22 | 3.0 | Good | 919.98 | 32.454897 | No | 38.112556 | 55.863871 | Low_spent_Small_value_payments | 354.198615 | Good | 215 |
37 | Journalist | 40514.840 | 2 | 5 | 3 | 3 | 5 | 8 | 2.64 | 5.0 | Good | 151.33 | 41.630886 | NM | 55.846856 | 111.173208 | High_spent_Small_value_payments | 444.103603 | Good | 218 |
29 | Mechanic | 143741.200 | 3 | 3 | 18 | 0 | 27 | 19 | 16.12 | 8.0 | Standard | 1073.37 | 36.705165 | Yes | 0.000000 | 468.771916 | Low_spent_Medium_value_payments | 1014.671417 | Standard | 283 |
53 | Media_Manager | 32276.420 | 5 | 6 | 17 | 1 | 24 | 3010 | 9.03 | 3.0 | Standard | 615.38 | 23.696140 | Yes | 19.544753 | 261.109885 | Low_spent_Small_value_payments | 305.215529 | Poor | 382 |
35 | Lawyer | 56038.280 | 5 | 4 | 10 | 2 | 7 | 14 | 8.03 | 4.0 | Good | 264.52 | 31.501848 | No | 76.221034 | 83.967302 | High_spent_Medium_value_payments | 575.897331 | Good | 256 |
25 | Teacher | 16256.300 | 3 | 3 | 8 | 4 | 0 | 3 | 1.65 | 1.0 | Good | 204.66 | 37.495299 | No | 29.896465 | 57.676967 | Low_spent_Small_value_payments | 314.095735 | Standard | 184 |
28 | Engineer | 15755.455 | 8 | 4 | 9 | 0 | 13 | 15 | 12.17 | 3.0 | Standard | 149.94 | 39.161601 | Yes | 0.000000 | 97.093108 | Low_spent_Medium_value_payments | 343.502350 | Good | 309 |
41 | Lawyer | 8973.160 | 6 | 8 | 16 | 5 | 23 | 21 | 0.52 | 10.0 | Bad | 1483.24 | 23.316613 | Yes | 20.278011 | 46.576512 | Low_spent_Large_value_payments | 279.421811 | Poor | 170 |
55 | Architect | 26877.260 | 4 | 6 | 12 | 0 | 13 | 9 | 17.65 | 0.0 | Standard | 274.99 | 31.452728 | Yes | 0.000000 | 253.694214 | Low_spent_Small_value_payments | 244.482953 | Standard | 276 |
43 | Developer | 71732.720 | 4 | 3 | 7 | 3 | 10 | 9 | 19.80 | 5.0 | Standard | 632.16 | 28.424888 | Yes | 129.933019 | 517.938486 | Low_spent_Medium_value_payments | 234.201161 | Standard | 83 |
42 | Engineer | 11300.335 | 6 | 5 | 13 | 7 | 21 | 18 | 15.10 | 9.0 | Standard | 650.47 | 36.270063 | Yes | 49.243492 | 23.682222 | Low_spent_Large_value_payments | 291.143745 | Standard | 68 |
50 | Scientist | 112056.360 | 5 | 6 | 12 | 2 | 15 | 19 | 16.99 | 1.0 | Standard | 824.36 | 40.450592 | Yes | 117.239928 | 111.795717 | High_spent_Large_value_payments | 959.467355 | Poor | 386 |
32 | Mechanic | 29349.000 | 7 | 6 | 17 | 2 | 24 | 17 | 9.88 | 1.0 | Standard | 1419.52 | 26.647655 | No | 45.313526 | 251.936666 | Low_spent_Medium_value_payments | 227.024808 | Standard | 238 |
26 | Mechanic | 32835.910 | 1 | 3 | 1 | 0 | 13 | 4 | 11.27 | 2.0 | Good | 671.88 | 27.116145 | No | 0.000000 | 170.075952 | High_spent_Small_value_payments | 339.856631 | Poor | 233 |
49 | Media_Manager | 70793.380 | 5 | 3 | 8 | 1 | 26 | 18 | 0.00 | 3.0 | Standard | 138.21 | 24.568986 | No | 51.125511 | 584.139787 | Low_spent_Medium_value_payments | 255.079535 | Standard | 253 |
42 | Musician | 60986.490 | 6 | 6 | 15 | 1 | 9 | 18 | 8.67 | 8.0 | Standard | 760.99 | 36.171397 | Yes | 31.924130 | 473.577720 | Low_spent_Small_value_payments | 286.218900 | Standard | 245 |
23 | Doctor | 59240.000 | 6 | 5 | 9 | 2 | 12 | 11 | 4.56 | 2.0 | Standard | 469.89 | 32.698587 | Yes | 69.266164 | 38.331472 | High_spent_Large_value_payments | 602.169031 | Standard | 207 |
23 | Journalist | 18207.375 | 0 | 3 | 3 | 3 | 8 | 8 | 5.80 | 4.0 | Good | 589.65 | 29.610577 | No | 35.115457 | 55.625395 | Low_spent_Small_value_payments | 359.487273 | Standard | 280 |
46 | Media_Manager | 14707.375 | 3 | 1 | 2 | 0 | 7 | 0 | 9.13 | 4.0 | Good | 516.40 | 35.466816 | No | 0.000000 | 33.331713 | Low_spent_Large_value_payments | 356.529746 | Good | 191 |
52 | Mechanic | 22171.250 | 4 | 5 | 17 | 3 | 16 | 18 | 15.60 | 0.0 | Standard | 1195.92 | 32.380101 | Yes | 53.610741 | 57.667119 | High_spent_Medium_value_payments | 302.582557 | Standard | 198 |
47 | Musician | 31318.220 | 7 | 4 | 14 | 3 | 19 | 17 | 9.16 | 1.0 | Standard | 1121.05 | 31.734147 | NM | 65.498311 | 80.026817 | High_spent_Medium_value_payments | 355.360039 | Standard | 182 |
21 | Accountant | 19307.900 | 7 | 4 | 12 | 2 | 10 | 19 | 2.37 | 2.0 | Standard | 1024.47 | 28.270616 | NM | 16.459772 | 138.694112 | Low_spent_Large_value_payments | 304.745282 | Standard | 318 |
33 | Doctor | 10701.525 | 3 | 5 | 19 | 3 | 13 | 12 | 9.95 | 2.0 | Standard | 158.95 | 27.117842 | No | 13.791205 | 58.324192 | Low_spent_Large_value_payments | 263.063978 | Standard | 366 |
18 | Doctor | 21480.965 | 3 | 2 | 4 | 2 | 4 | 5 | 11.02 | 4.0 | Good | 783.47 | 25.563545 | No | 31.654217 | 100.875693 | Low_spent_Small_value_payments | 332.478132 | Good | 394 |
15 | Journalist | 95025.400 | 6 | 6 | 14 | 0 | 12 | 16 | 10.13 | 7.0 | Standard | 746.50 | 26.484472 | Yes | 0.000000 | 828.388740 | Low_spent_Small_value_payments | 229.989593 | Standard | 0 |
23 | Architect | 35970.540 | 5 | 6 | 3 | 2 | 10 | 9 | 0.00 | 0.0 | Good | 1351.29 | 27.014202 | No | 51.187830 | 363.577531 | Low_spent_Small_value_payments | 148.089139 | Good | 0 |
49 | Lawyer | 126344.720 | 3 | 4 | 1 | 1 | 5 | 7 | 8.08 | 1.0 | Good | 1198.35 | 31.681457 | NM | 95.467877 | 726.977527 | Low_spent_Medium_value_payments | 521.927263 | Good | 362 |
18 | Teacher | 19852.640 | 5 | 4 | 18 | 2 | 35 | 11 | 18.92 | 8.0 | Standard | 1355.63 | 38.505171 | Yes | 141.659102 | 77.864666 | Low_spent_Small_value_payments | 372.509153 | Poor | 200 |
32 | Media_Manager | 26520.900 | 8 | 4 | 15 | 4 | 20 | 12 | 15.63 | 5.0 | Standard | 1182.19 | 34.838224 | Yes | 57.139982 | 251.345605 | Low_spent_Small_value_payments | 201.721913 | Standard | 235 |
44 | Media_Manager | 74538.870 | 8 | 5 | 12 | 0 | 8 | 13 | 7.57 | 4.0 | Standard | 1433.43 | 27.569692 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 475.435436 | Standard | 261 |
31 | Doctor | 14530.755 | 8 | 7 | 7 | 4 | 17 | 8 | 11.69 | 6.0 | Standard | 1279.24 | 38.272332 | Yes | 28.410940 | 44.944257 | Low_spent_Medium_value_payments | 325.134428 | Standard | 349 |
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