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ID | Описание | Дата |
---|---|---|
c46f1bd7-03c8-4b2d-b391-224e33a4e06b | productize ubiquitous solutions | 2007-08-13 |
fdee793b-74e6-4a1a-a181-d5c3ce957860 | enable global bandwidth | 1996-08-30 |
5a6bbc21-101f-49fe-9a21-16348c74904e | repurpose back-end e-services | 2020-09-26 |
29b96750-908c-4a76-9021-b03277277e41 | strategize dot-com users | 2012-09-11 |
34ae8b8a-8a70-4607-aba0-ecccfc78f057 | brand world-class convergence | 2010-02-10 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32 | Lawyer | 12600.445 | 5 | 5 | 10 | 3 | 25 | 19 | 15.79 | 11.0 | Standard | 569.80 | 31.978874 | Yes | 26.060348 | 66.373580 | Low_spent_Small_value_payments | 275.769781 | Poor | 154 |
19 | Accountant | 30029.590 | 0 | 4 | 5 | 4 | 13 | 10 | 4.48 | 1.0 | Good | 466.13 | 30.236486 | No | 68.427060 | 86.323194 | High_spent_Medium_value_payments | 335.896329 | Standard | 378 |
38 | Scientist | 29143.880 | 8 | 5 | 14 | 3 | 10 | 13 | 8.09 | 4.0 | Standard | 518.69 | 41.335813 | No | 45.607025 | 76.706284 | Low_spent_Large_value_payments | 373.452358 | Standard | 184 |
54 | Accountant | 41070.530 | 2 | 2 | 7 | 3 | 6 | 12 | 9.00 | 1.0 | Good | 1431.22 | 33.300791 | No | 80.591908 | 90.851076 | High_spent_Medium_value_payments | 415.011433 | Good | 244 |
23 | Mechanic | 96148.050 | 4 | 5 | 20 | 4 | 13 | 20 | 8.16 | 4.0 | Standard | 1244.79 | 30.852597 | NM | 197.778425 | 0.000000 | High_spent_Medium_value_payments | 583.734527 | Standard | 331 |
28 | Doctor | 19903.785 | 1 | 4 | 7 | 0 | 0 | 2 | 4.33 | 6.0 | Good | 1015.40 | 35.123004 | No | 0.000000 | 38.768672 | High_spent_Small_value_payments | 388.296203 | Standard | 352 |
31 | Media_Manager | 69502.120 | 3 | 7 | 17 | 2 | 14 | 9 | 11.86 | 8.0 | Standard | 1065.78 | 34.837557 | Yes | 96.181216 | 39.343459 | High_spent_Large_value_payments | 678.059658 | Standard | 366 |
45 | Journalist | 22006.430 | 8 | 3 | 19 | 0 | 6 | 17 | 9.21 | 4.0 | Standard | 1269.66 | 27.780512 | Yes | 0.000000 | 62.979882 | High_spent_Medium_value_payments | 352.607035 | Standard | 260 |
20 | Media_Manager | 45941.280 | 6 | 4 | 4 | 3 | 28 | 19 | 1.57 | 7.0 | Good | 1279.96 | 23.104908 | No | 80.894862 | 197.193430 | High_spent_Small_value_payments | 382.555708 | Standard | 338 |
53 | Doctor | 20830.800 | 8 | 3 | 19 | 1 | 17 | 16 | 11.67 | 2.0 | Standard | 449.39 | 24.683551 | Yes | 12.389967 | 173.394573 | Low_spent_Small_value_payments | 291.005461 | Standard | 369 |
19 | Architect | 132325.880 | 6 | 5 | 8 | 2 | 25 | 0 | 0.43 | 1.0 | Standard | 554.27 | 31.189448 | No | 175.789514 | 275.978796 | High_spent_Large_value_payments | 884.347356 | Standard | 381 |
36 | Accountant | 43287.280 | 7 | 6 | 13 | 4 | 26 | 11 | 11.15 | 3.0 | Standard | 1393.19 | 38.760461 | Yes | 111.362146 | 33.131130 | High_spent_Large_value_payments | 479.434056 | Standard | 369 |
47 | Doctor | 33022.950 | 3 | 5 | 3 | 0 | 13 | 4 | 10.27 | 1.0 | Good | 320.54 | 39.161791 | No | 0.000000 | 186.522572 | Low_spent_Large_value_payments | 381.068678 | Poor | 236 |
44 | Musician | 41647.600 | 9 | 8 | 33 | 5 | 48 | 26 | 11.66 | 12.0 | Bad | 1303.11 | 34.305233 | Yes | 170.432924 | 79.026949 | High_spent_Large_value_payments | 331.703461 | Poor | 178 |
35 | Musician | 99955.080 | 8 | 4 | 20 | 4 | 15 | 10 | 4.86 | 7.0 | Standard | 132.59 | 29.197038 | Yes | 174.471857 | 0.000000 | Low_spent_Medium_value_payments | 294.691787 | Standard | 0 |
31 | Journalist | 33470.430 | 7 | 5 | 10 | 1 | 11 | 15 | 8.22 | 8.0 | Standard | 1318.49 | 30.062653 | Yes | 16.088074 | 80.558179 | High_spent_Medium_value_payments | 427.773997 | Good | 0 |
53 | Doctor | 10777.430 | 5 | 4 | 17 | 2 | 27 | 10 | 1.59 | 3.0 | Standard | 569.95 | 33.259484 | Yes | 10.351652 | 12.456940 | High_spent_Large_value_payments | 291.303324 | Standard | 283 |
55 | Teacher | 89342.580 | 5 | 3 | 5 | 0 | 3 | 11 | 8.08 | 1.0 | Good | 533.66 | 26.437524 | No | 0.000000 | 840.753468 | Low_spent_Small_value_payments | 213.668032 | Good | 356 |
45 | Architect | 70943.860 | 4 | 4 | 12 | 1 | 14 | 14 | 13.14 | 6.0 | Standard | 326.61 | 41.910856 | Yes | 39.690754 | 209.133294 | High_spent_Medium_value_payments | 599.374786 | Standard | 385 |
53 | Mechanic | 43044.010 | 5 | 2 | 8 | 0 | 14 | 1 | 11.47 | 1.0 | Good | 1154.92 | 31.666404 | No | 0.000000 | 326.337892 | Low_spent_Large_value_payments | 311.562191 | Good | 373 |
25 | Manager | 16416.380 | 9 | 9 | 34 | 6 | 32 | 25 | 13.88 | 9.0 | Bad | 1319.87 | 34.450001 | Yes | 80.505351 | 79.599976 | High_spent_Small_value_payments | 256.597840 | Poor | 229 |
23 | Doctor | 15298.940 | 5 | 7 | 5 | 3 | 15 | 15 | 9.43 | 1.0 | Standard | 350.90 | 40.035103 | Yes | 35.323208 | 88.982808 | Low_spent_Small_value_payments | 273.585151 | Standard | 218 |
54 | Journalist | 31467.580 | 0 | 5 | 1 | 2 | 15 | 8 | 3.20 | 4.0 | Good | 680.89 | 30.460866 | No | 167.524165 | 137.722911 | Low_spent_Small_value_payments | 380.855500 | Standard | 314 |
36 | Manager | 35648.940 | 7 | 3 | 7 | 2 | 17 | 13 | 3.34 | 3.0 | Standard | 1053.30 | 33.170766 | No | 53.926262 | 0.000000 | High_spent_Medium_value_payments | 412.592819 | Standard | 245 |
48 | Scientist | 10682.245 | 7 | 6 | 6 | 4 | 18 | 18 | 1.22 | 0.0 | Standard | 1269.60 | 40.873081 | No | 17.933634 | 18.537285 | Low_spent_Large_value_payments | 302.447790 | Standard | 325 |
39 | Doctor | 16833.105 | 5 | 5 | 4 | 4 | 7 | 15 | 5.99 | 6.0 | Good | 35.71 | 30.634617 | No | 51.702938 | 160.069253 | Low_spent_Small_value_payments | 232.503683 | Good | 232 |
38 | Doctor | 75069.090 | 7 | 6 | 5 | 3 | 11 | 15 | 0.90 | 7.0 | Good | 1088.90 | 24.247982 | No | 124.650655 | 413.146043 | Low_spent_Medium_value_payments | 380.479052 | Poor | 195 |
30 | Mechanic | 42185.250 | 4 | 5 | 9 | 1 | 13 | 8 | 10.14 | 1.0 | Good | 720.43 | 30.703351 | No | 32.715390 | 30.069154 | High_spent_Large_value_payments | 526.759205 | Standard | 396 |
55 | Lawyer | 20817.395 | 5 | 5 | 4 | 3 | 5 | 11 | 0.00 | 2.0 | Good | 1034.51 | 37.988533 | No | 51.261567 | 182.319522 | Low_spent_Small_value_payments | 233.797203 | Standard | 227 |
24 | Teacher | 21206.480 | 7 | 5 | 8 | 0 | 21 | 12 | 9.30 | 2.0 | Good | 231.87 | 30.293479 | NM | 0.000000 | 37.454187 | High_spent_Small_value_payments | 385.666480 | Good | 231 |
33 | Mechanic | 10424.525 | 8 | 3 | 18 | 4 | 25 | 12 | 18.02 | 7.0 | Standard | 164.79 | 30.288772 | Yes | 26.828788 | 0.000000 | Low_spent_Medium_value_payments | 278.811366 | Standard | 360 |
21 | Media_Manager | 22049.235 | 4 | 3 | 12 | 2 | 1 | 1 | 4.75 | 5.0 | Good | 385.85 | 34.244240 | No | 27.505337 | 137.279468 | Low_spent_Medium_value_payments | 291.658820 | Good | 360 |
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