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ID | Описание | Дата |
---|---|---|
a2f0fd63-ff86-465a-85dc-75bfbfa6866a | maximize granular portals | 2006-03-27 |
0eb66f7d-9a10-45ba-aff0-e1d322c1c958 | deploy user-centric platforms | 1998-05-23 |
f14c2a92-dd47-4906-b2ae-4148e04082e5 | innovate bleeding-edge communities | 1999-03-25 |
0546a05e-632f-4bd6-94d7-1fd49c928b5d | facilitate virtual vortals | 1970-12-25 |
bfb477d1-bc6d-471f-b52d-cadf2bbf1a8f | extend global users | 1993-02-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
51 | Architect | 43581.130 | 4 | 3 | 9 | 3 | 14 | 3 | 8.56 | 2.0 | Good | 900.83 | 26.338963 | No | 103.033078 | 100.155658 | High_spent_Small_value_payments | 413.487348 | Good | 0 |
39 | Manager | 78477.180 | 4 | 5 | 16 | 2 | 6 | 18 | 4.35 | 1.0 | Standard | 1197.91 | 40.759240 | Yes | 123.317587 | 257.559490 | High_spent_Small_value_payments | 520.399423 | Standard | 0 |
38 | Scientist | 34773.310 | 1 | 5 | 6 | 2 | 0 | 0 | 6.17 | 4.0 | Good | 82.07 | 26.945503 | NM | 52.230562 | 41.946305 | High_spent_Medium_value_payments | 443.700716 | Good | 277 |
31 | Engineer | 17612.175 | 6 | 5 | 14 | 4 | 15 | 0 | 9.75 | 6.0 | Standard | 1273.32 | 32.802662 | Yes | 108.264137 | 67.022159 | Low_spent_Large_value_payments | 285.434255 | Standard | 0 |
24 | Journalist | 44640.320 | 3 | 6 | 1 | 4 | 4 | 10 | 10.19 | 5.0 | Good | 700.43 | 34.353054 | No | 123.476264 | 99.480950 | Low_spent_Medium_value_payments | 436.245452 | Standard | 229 |
23 | Writer | 19234.690 | 5 | 5 | 6 | 2 | 20 | 15 | 3.83 | 4.0 | Standard | 844.75 | 34.786092 | Yes | 20.511115 | 78.518290 | Low_spent_Small_value_payments | 340.259678 | Standard | 276 |
18 | Engineer | 94913.160 | 7 | 5 | 10 | 3 | 19 | 8 | 1.51 | 1.0 | Standard | 740.42 | 26.620188 | No | 131.998346 | 386.767783 | Low_spent_Small_value_payments | 584.076871 | Standard | 251 |
26 | Media_Manager | 35455.230 | 0 | 4 | 1 | 2 | 14 | 0 | 5.78 | 2.0 | Good | 33.16 | 38.914207 | No | 46.579692 | 66.973020 | High_spent_Medium_value_payments | 427.807538 | Good | 192 |
51 | Media_Manager | 114998.640 | 4 | 4 | 9 | 0 | 15 | 11 | 7.87 | 3.0 | Good | 369.08 | 36.402710 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 344.018645 | Good | 225 |
48 | Musician | 41736.660 | 3 | 3 | 9 | 3 | 9 | 2 | 5.25 | 1.0 | Good | 1385.82 | 37.346872 | No | 98.015639 | 31.968432 | High_spent_Large_value_payments | 443.021430 | Good | 221 |
39 | Mechanic | 44826.540 | 2 | 3 | 10 | 0 | 25 | 9 | 2.52 | 2.0 | Good | 952.04 | 35.111980 | No | 0.000000 | 214.794710 | High_spent_Small_value_payments | 440.559790 | Poor | 342 |
42 | Entrepreneur | 32019.940 | 4 | 5 | 7 | 3 | 20 | 14 | 1.79 | 1.0 | Good | 776.31 | 38.987852 | No | 41.772940 | 128.907111 | High_spent_Small_value_payments | 349.152782 | Good | 206 |
47 | Engineer | 121844.200 | 6 | 6 | 16 | 2 | 18 | 8 | 15.30 | 4.0 | Standard | 1265.84 | 36.918816 | Yes | 162.668139 | 819.149948 | Low_spent_Medium_value_payments | 324.750247 | Standard | 245 |
24 | Scientist | 41167.600 | 7 | 3 | 7 | 0 | 24 | 8 | 9.92 | 2.0 | Good | 918.62 | 35.964476 | NM | 0.000000 | 199.638163 | High_spent_Small_value_payments | 420.025170 | Poor | 322 |
20 | Mechanic | 20638.155 | 2 | 5 | 4 | 0 | 20 | 0 | 3.16 | 3.0 | Good | 1348.17 | 35.902189 | No | 0.000000 | 33.752365 | High_spent_Medium_value_payments | 397.832260 | Standard | 331 |
46 | Writer | 22961.350 | 8 | 6 | 18 | 2 | 20 | 17 | 6.30 | 1.0 | Standard | 1253.93 | 39.989965 | NM | 22.553207 | 47.935815 | High_spent_Medium_value_payments | 393.355561 | Standard | 357 |
43 | Musician | 53387.880 | 5 | 5 | 5 | 1 | 25 | 14 | 13.39 | 8.0 | Standard | 1106.86 | 40.628629 | NM | 23.027247 | 50.288191 | High_spent_Medium_value_payments | 620.483562 | Standard | 135 |
47 | Media_Manager | 16520.865 | 4 | 1 | 8 | 2 | 1 | 6 | 1.53 | 8.0 | Good | 841.69 | 31.211536 | No | 24.131379 | 56.966729 | High_spent_Small_value_payments | 328.175766 | Good | 201 |
35 | Developer | 41982.880 | 4 | 7 | 14 | 0 | 21 | 20 | 21.83 | 6.0 | Standard | 1449.70 | 30.413136 | Yes | 0.000000 | 98.629572 | High_spent_Medium_value_payments | 477.727761 | Standard | 207 |
33 | Musician | 27324.700 | 6 | 7 | 20 | 0 | 20 | 18 | 16.49 | 6.0 | Standard | 1385.73 | 35.131008 | Yes | 0.000000 | 76.229484 | Low_spent_Large_value_payments | 423.276349 | Standard | 163 |
50 | Entrepreneur | 65544.120 | 3 | 3 | 10 | 2 | 7 | 0 | 11.20 | 1.0 | Good | 1357.63 | 23.965089 | NM | 71.716893 | 267.969810 | High_spent_Small_value_payments | 451.414296 | Standard | 214 |
55 | Manager | 27223.100 | 8 | 6 | 7 | 0 | 25 | 18 | 3.81 | 6.0 | Good | 1373.38 | 37.371974 | No | 0.000000 | 185.259869 | Low_spent_Small_value_payments | 341.099298 | Good | 197 |
27 | Accountant | 18323.175 | 1 | 3 | 4 | 0 | 8 | 9 | 6.08 | 2.0 | Good | 879.33 | 24.666610 | No | 0.000000 | 163.711329 | Low_spent_Small_value_payments | 276.781796 | Standard | 229 |
20 | Manager | 117283.350 | 0 | 7 | 7 | 3 | 11 | 9 | 16.27 | 3.0 | Good | 1248.12 | 39.255681 | NM | 173.480930 | 0.000000 | High_spent_Large_value_payments | 944.301889 | Poor | 226 |
33 | Accountant | 19810.745 | 1 | 4 | 11 | 3 | 1 | 8 | 2.47 | 0.0 | Good | 227.12 | 35.150776 | No | 40.600458 | 113.547613 | Low_spent_Medium_value_payments | 276.541471 | Standard | 261 |
26 | Journalist | 16159.510 | 4 | 3 | 6 | 2 | 22 | 18 | 6.27 | 4.0 | Standard | 233.56 | 36.651044 | Yes | 19.371645 | 0.000000 | Low_spent_Small_value_payments | 241.327179 | Standard | 340 |
22 | Doctor | 23537.540 | 7 | 4 | 8 | 3 | 21 | 19 | 7.13 | 6.0 | Standard | 174.06 | 28.859201 | Yes | 53.558306 | 21.007466 | High_spent_Large_value_payments | 356.080395 | Standard | 110 |
22 | Manager | 41797.940 | 1 | 1 | 3 | 3 | 4 | 1 | 5.36 | 4.0 | Good | 1253.67 | 38.313248 | No | 73.430451 | 263.945709 | Low_spent_Medium_value_payments | 304.440006 | Good | 362 |
47 | Teacher | 32390.150 | 3 | 6 | 5 | 0 | 10 | 15 | 8.81 | 2.0 | Standard | 596.56 | 31.264221 | No | 0.000000 | 168.733482 | High_spent_Small_value_payments | 349.284435 | Standard | 353 |
35 | Lawyer | 54525.940 | 3 | 5 | 10 | 4 | 13 | 9 | 11.02 | 8.0 | Standard | 157.10 | 29.837707 | Yes | 131.080373 | 110.397266 | High_spent_Small_value_payments | 484.105194 | Standard | 265 |
46 | Scientist | 108255.720 | 2 | 2 | 3 | 3 | 6 | 0 | 5.43 | 2.0 | Good | 794.74 | 34.477588 | No | 136.602458 | 361.923630 | High_spent_Medium_value_payments | 655.704913 | Good | 341 |
49 | Journalist | 175718.640 | 3 | 5 | 11 | 0 | 9 | 6 | 6.85 | 5.0 | Good | 1336.86 | 42.274621 | NM | 0.000000 | 749.257570 | High_spent_Small_value_payments | 981.464430 | Good | 278 |
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