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ID | Описание | Дата |
---|---|---|
6b9b7757-0745-4957-b9a3-50e8b9032280 | re-contextualize granular vortals | 1971-07-16 |
47e6724a-de46-4020-b3b8-c328ac0c9737 | visualize holistic methodologies | 2024-12-19 |
b999880e-47e9-42f0-a4c9-cb078808bc4c | disintermediate out-of-the-box platforms | 2016-12-28 |
9af868e7-1a72-4d6a-92ac-569b372d6db1 | engineer seamless e-markets | 1979-11-16 |
ce0e0a94-9d5c-4ede-8d5c-48752fe428d7 | embrace frictionless e-markets | 1991-08-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26 | Accountant | 34841.870 | 1 | 7 | 1 | 2 | 1 | 1 | 4.24 | 3.0 | Good | 142.05 | 33.543689 | No | 33.366098 | 183.482445 | Low_spent_Medium_value_payments | 365.700374 | Standard | 369 |
27 | Lawyer | 30261.670 | 3 | 5 | 5 | 3 | 10 | 16 | 6.48 | 4.0 | Good | 595.94 | 29.003035 | No | 67.438887 | 61.252478 | High_spent_Medium_value_payments | 378.489218 | Good | 260 |
22 | Teacher | 88220.120 | 2 | 1 | 11 | 0 | 13 | 1 | 3.93 | 1.0 | Good | 617.85 | 36.722089 | No | 0.000000 | 95.629630 | High_spent_Medium_value_payments | 869.038036 | Good | 369 |
50 | Developer | 41983.290 | 2 | 3 | 4 | 3 | 22 | 7 | 10.45 | 2.0 | Good | 1058.68 | 38.301892 | No | 100.022885 | 192.531541 | Low_spent_Small_value_payments | 336.406324 | Poor | 297 |
23 | Media_Manager | 102383.190 | 6 | 5 | 17 | 4 | 29 | 16 | 9.49 | 10.0 | Standard | 1407.61 | 33.504110 | Yes | 180.099185 | 0.000000 | Low_spent_Medium_value_payments | 566.958622 | Standard | 291 |
30 | Scientist | 7087.240 | 8 | 5 | 14 | 6 | 30 | 9 | 8.24 | 8.0 | Standard | 54.25 | 21.781802 | Yes | 22.301940 | 26.721841 | Low_spent_Medium_value_payments | 267.136553 | Standard | 74 |
18 | Mechanic | 24931.390 | 4 | 6 | 13 | 2 | 18 | 8 | 11.34 | 12.0 | Standard | 18.55 | 36.608617 | Yes | 36.801839 | 85.159556 | Low_spent_Small_value_payments | 377.900188 | Standard | 349 |
51 | Teacher | 69476.140 | 5 | 6 | 1 | 3 | 10 | 5 | 3.62 | 4.0 | Good | 1305.65 | 31.772850 | No | 106.647612 | 736.508236 | Low_spent_Small_value_payments | 48.511986 | Standard | 241 |
38 | Writer | 61348.980 | 5 | 7 | 9 | 4 | 24 | 9 | 5.19 | 5.0 | Standard | 1240.49 | 25.022530 | No | 168.595419 | 442.893487 | Low_spent_Large_value_payments | 162.352594 | Standard | 327 |
26 | Musician | 40651.740 | 3 | 4 | 4 | 4 | 11 | 2 | 10.69 | 0.0 | Good | 231.41 | 33.665394 | No | 133.100961 | 183.863380 | High_spent_Small_value_payments | 266.900159 | Good | 365 |
22 | Manager | 104183.460 | 4 | 5 | 8 | 1 | 15 | 8 | 11.89 | 2.0 | Standard | 244.23 | 30.420550 | No | 72.752775 | 701.729517 | Low_spent_Medium_value_payments | 388.613209 | Standard | 0 |
43 | Lawyer | 108129.440 | 4 | 3 | 8 | 2 | 7 | 9 | 19.70 | 7.0 | Standard | 925.97 | 27.909533 | Yes | 144.319674 | 239.975857 | High_spent_Small_value_payments | 753.383136 | Standard | 292 |
36 | Doctor | 37485.370 | 5 | 6 | 1 | 0 | 3 | 2 | 4.79 | 4.0 | Good | 339.17 | 35.188340 | No | 0.000000 | 129.235442 | High_spent_Small_value_payments | 465.042641 | Good | 217 |
20 | Musician | 128275.840 | 8 | 6 | 17 | 0 | 7 | 13 | 2.87 | 3.0 | Standard | 1171.85 | 42.859726 | No | 0.000000 | 275.964606 | Low_spent_Medium_value_payments | 1043.100727 | Standard | 200 |
19 | Doctor | 31041.460 | 5 | 2 | 5 | 1 | 8 | 0 | 5.13 | 0.0 | Good | 291.77 | 26.563660 | No | 21.021180 | 86.215339 | Low_spent_Large_value_payments | 412.942315 | Good | 394 |
45 | Developer | 71842.800 | 3 | 7 | 12 | 2 | 13 | 8 | 7.41 | 4.0 | Standard | 39.31 | 37.276854 | No | 65.273572 | 92.565557 | High_spent_Medium_value_payments | 702.350872 | Standard | 0 |
20 | Scientist | 33000.460 | 8 | 4 | 10 | 4 | 10 | 14 | 19.23 | 0.0 | Standard | 33.61 | 28.735299 | Yes | 57.890103 | 0.000000 | High_spent_Large_value_payments | 428.757388 | Standard | 353 |
52 | Doctor | 81223.360 | 3 | 7 | 8 | 0 | 11 | 5 | 8.78 | 4.0 | Good | 121.02 | 35.335675 | No | 0.000000 | 232.434674 | High_spent_Medium_value_payments | 703.526660 | Good | 238 |
46 | Doctor | 21162434.000 | 5 | 4 | 3 | 2 | 5 | 8 | 6.08 | 0.0 | Good | 890.13 | 33.605911 | No | 24.250526 | 97.372226 | Low_spent_Small_value_payments | 387.519748 | Good | 298 |
39 | Accountant | 145175.400 | 3 | 1 | 6 | 1 | 16 | 0 | 11.58 | 2.0 | Good | 1271.95 | 34.617617 | NM | 67.837065 | 351.742797 | High_spent_Medium_value_payments | 1032.115137 | Good | 0 |
41 | Media_Manager | 39979.960 | 6 | 5 | 13 | 2 | 19 | 21 | 2.50 | 3.0 | Standard | 768.55 | 26.674633 | No | 63.476129 | 87.527733 | High_spent_Medium_value_payments | 436.462472 | Standard | 264 |
16 | Architect | 35358.150 | 7 | 3 | 16 | 3 | 25 | 13 | 18.62 | 4.0 | Standard | 444.88 | 39.852904 | Yes | 76.581675 | 107.527942 | High_spent_Small_value_payments | 382.141633 | Standard | 184 |
42 | Media_Manager | 33461.240 | 5 | 6 | 17 | 2 | 13 | 20 | 8.84 | 1.0 | Standard | 1048.02 | 27.166077 | Yes | 54.237296 | 103.803121 | High_spent_Medium_value_payments | 361.503250 | Standard | 243 |
27 | Lawyer | 90661.350 | 8 | 3 | 11 | 2 | 29 | 9 | 14.76 | 9.0 | Standard | 1375.13 | 26.108132 | Yes | 113.126298 | 163.614248 | High_spent_Large_value_payments | 697.870704 | Standard | 192 |
40 | Engineer | 71297.020 | 3 | 4 | 4 | 4 | 3 | 0 | 11.50 | 7.0 | Good | 383.01 | 30.109192 | No | 168.120926 | 166.669660 | Low_spent_Medium_value_payments | 548.051248 | Standard | 373 |
30 | Mechanic | 28550.840 | 7 | 3 | 12 | 2 | 18 | 21 | 1.86 | 2.0 | Standard | 57.85 | 39.124486 | Yes | 44.420154 | 173.502715 | High_spent_Small_value_payments | 307.500798 | Standard | 315 |
38 | Doctor | 37486.020 | 3 | 5 | 8 | 3 | 1 | 8 | 2.65 | 2.0 | Good | 358.83 | 33.402431 | No | 66.539222 | 73.657352 | High_spent_Medium_value_payments | 439.786926 | Poor | 0 |
17 | Doctor | 17452.155 | 3 | 3 | 18 | 4 | 29 | 23 | 7.73 | 8.0 | Standard | 420.61 | 32.030005 | Yes | 40.984822 | 0.000000 | Low_spent_Medium_value_payments | 242.740480 | Standard | 64 |
45 | Engineer | 13004618.000 | 0 | 7 | 1 | 3 | 6 | 9 | 10.61 | 3.0 | Good | 362.04 | 37.444901 | No | 156.956570 | 243.611674 | Low_spent_Large_value_payments | 628.984506 | Standard | 335 |
36 | Entrepreneur | 81168.840 | 2 | 3 | 2 | 3 | 29 | 0 | 7.14 | 1.0 | Good | 1367.13 | 41.090828 | No | 184.809017 | 0.000000 | High_spent_Medium_value_payments | 608.406633 | Poor | 257 |
25 | Teacher | 86262.200 | 0 | 7 | 5 | 2 | 22 | 0 | 10.84 | 2.0 | Good | 671.65 | 40.884769 | No | 127.025986 | 330.768408 | Low_spent_Medium_value_payments | 541.057273 | Poor | 261 |
43 | Architect | 10692.160 | 8 | 4 | 16 | 0 | 17 | 12 | 10.29 | 4.0 | Standard | 1350.85 | 29.759912 | Yes | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 294.609108 | Standard | 383 |
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