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ID | Описание | Дата |
---|---|---|
98c96b45-4768-4fc4-b5bf-0461f30eb6da | strategize best-of-breed functionalities | 1995-09-25 |
f1c8f231-c17d-4265-954f-b6d515eccce4 | deploy integrated users | 1994-05-23 |
b92fdfc4-e275-497b-8d5e-50789a7ba513 | iterate mission-critical channels | 2003-11-09 |
05c36589-14df-4304-a677-f42c861cb663 | integrate collaborative deliverables | 1998-08-10 |
ebe695bb-cc09-4c8e-bcd1-6b21031d7abe | innovate visionary solutions | 2017-12-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Developer | 132414.160 | 3 | 3 | 19 | 0 | 13 | 17 | 6.06 | 0.0 | Standard | 53.73 | 30.759092 | Yes | 0.000000 | 717.311536 | Low_spent_Medium_value_payments | 667.739797 | Standard | 308 |
26 | Musician | 75044.980 | 0 | 1 | 2 | 2 | 9 | 9 | 7.49 | 2.0 | Good | 933.23 | 29.441495 | NM | 68.311538 | 98.230611 | High_spent_Medium_value_payments | 680.232685 | Good | 346 |
42 | Scientist | 22416.225 | 0 | 6 | 3 | 3 | 14 | 11 | 6.93 | 2.0 | Good | 397.34 | 31.721453 | No | 39.033509 | 42.980854 | High_spent_Large_value_payments | 325.487513 | Standard | 237 |
34 | Architect | 22375.640 | 6 | 5 | 20 | 3 | 22 | 7 | 5.40 | 0.0 | Standard | 182.26 | 31.804446 | Yes | 45.225911 | 186.589644 | Low_spent_Small_value_payments | 262.148111 | Standard | 384 |
49 | Lawyer | 23079.290 | 3 | 5 | 8 | 3 | 7 | 13 | 4.66 | 6.0 | Good | 850.79 | 34.218083 | No | 45.554276 | 164.496369 | Low_spent_Large_value_payments | 235.476772 | Good | 320 |
52 | Musician | 23211.260 | 7 | 5 | 10 | 3 | 19 | 16 | 15.14 | 1.0 | Standard | 361.52 | 28.138341 | Yes | 42.557718 | 91.178190 | Low_spent_Medium_value_payments | 359.891259 | Standard | 304 |
32 | Lawyer | 26265.810 | 3 | 3 | 17 | 4 | 12 | 19 | 18.48 | 6.0 | Standard | 1259.60 | 40.233529 | Yes | 46.662502 | 52.434892 | High_spent_Medium_value_payments | 397.384357 | Standard | 141 |
35 | Writer | 9888.700 | 8 | 7 | 33 | 5 | 21 | 17 | 17.50 | 6.0 | Standard | 1416.74 | 35.640683 | Yes | 28.638035 | 16.113780 | High_spent_Large_value_payments | 285.454018 | Poor | 81 |
53 | Lawyer | 34476.640 | 5 | 6 | 19 | 2 | 3 | 9 | 11.44 | 2.0 | Standard | 772.61 | 36.678030 | Yes | 49.289119 | 62.474440 | High_spent_Medium_value_payments | 438.641775 | Standard | 281 |
48 | Doctor | 15279.545 | 0 | 5 | 8 | 3 | 1 | 4 | 6.99 | 4.0 | Good | 168.35 | 31.276573 | NM | 76.539303 | 16.411799 | High_spent_Large_value_payments | 351.082229 | Good | 366 |
53 | Mechanic | 53003.180 | 6 | 6 | 6 | 4 | 16 | 15 | 2.84 | 4.0 | Standard | 1387.17 | 34.890421 | Yes | 175.354455 | 207.386609 | Low_spent_Large_value_payments | 314.852103 | Standard | 0 |
27 | Doctor | 7153.435 | 8 | 9 | 24 | 2 | 44 | 11 | 16.98 | 10.0 | Standard | 1272.77 | 40.236871 | Yes | 7.054436 | 49.306086 | Low_spent_Small_value_payments | 286.851436 | Poor | 165 |
48 | Musician | 15649.260 | 4 | 6 | 8 | 1 | 14 | 1 | 9.15 | 6.0 | Good | 195.62 | 28.570720 | No | 7.853946 | 40.888799 | High_spent_Medium_value_payments | 343.267754 | Good | 327 |
45 | Lawyer | 17502.190 | 7 | 5 | 6 | 5 | 5 | 13 | 15.32 | 4.0 | Standard | 251.99 | 38.731069 | Yes | 52.999514 | 0.000000 | Low_spent_Large_value_payments | 303.602528 | Standard | 159 |
25 | Developer | 19137.300 | 10 | 7 | 27 | 2 | 51 | 23 | 10.29 | 6.0 | Bad | 1461.56 | 32.583805 | Yes | 29.701607 | 69.414086 | Low_spent_Small_value_payments | 378.061808 | Poor | 181 |
45 | Journalist | 7807.285 | 4 | 6 | 13 | 2 | 15 | 20 | 16.31 | 4.0 | Standard | 692.63 | 39.885317 | Yes | 7.771075 | 36.489467 | Low_spent_Small_value_payments | 306.400166 | Standard | 81 |
31 | Manager | 106309.800 | 5 | 3 | 8 | 3 | 9 | 13 | 5.81 | 2.0 | Good | 241.08 | 28.619619 | No | 197.627402 | 493.508643 | High_spent_Small_value_payments | 461.378955 | Good | 197 |
36 | Media_Manager | 24881.150 | 4 | 6 | 19 | 2 | 10 | 8 | 17.84 | 8.0 | Standard | 931.68 | 28.736888 | Yes | 40.173667 | 70.543601 | High_spent_Medium_value_payments | 369.725649 | Standard | 214 |
55 | Scientist | 16620.755 | 3 | 3 | 5 | 2 | 2 | 11 | 9.91 | 5.0 | Good | 9.55 | 40.097810 | No | 21.485771 | 47.963595 | Low_spent_Medium_value_payments | 358.156926 | Standard | 251 |
48 | Lawyer | 60865.050 | 5 | 7 | 3 | 3 | 21 | 8 | 3.23 | 0.0 | Standard | 1188.49 | 29.819212 | No | 140.209934 | 0.000000 | High_spent_Medium_value_payments | 551.281889 | Standard | 300 |
45 | Developer | 88203.740 | 4 | 4 | 12 | 0 | 8 | 0 | 10.76 | 3.0 | Good | 1125.35 | 36.890399 | No | 0.000000 | 100.227244 | High_spent_Medium_value_payments | 891.303923 | Good | 265 |
20 | Engineer | 77108.980 | 5 | 2 | 8 | 3 | 6 | 0 | 16.60 | 1.0 | Good | 482.99 | 38.184166 | No | 102.356773 | 377.954356 | Low_spent_Medium_value_payments | 452.563704 | Good | 211 |
52 | Engineer | 124782.200 | 5 | 3 | 1 | 1 | 13 | 10 | 11.49 | 2.0 | Good | 1218.72 | 31.703561 | No | 61.041768 | 232.226887 | High_spent_Large_value_payments | 959.083011 | Good | 364 |
56 | Entrepreneur | 25793.110 | 4 | 7 | 20 | 3 | 8 | 15 | 8.78 | 9.0 | Standard | 413.08 | 32.607591 | No | 47.579358 | 99.190028 | Low_spent_Medium_value_payments | 365.473197 | Standard | 354 |
25 | Musician | 34202.450 | 3 | 4 | 14 | 4 | 29 | 16 | 0.00 | 2.0 | Standard | 852.87 | 37.321771 | NM | 85.277083 | 0.000000 | Low_spent_Small_value_payments | 148.778931 | Standard | 316 |
55 | Lawyer | 88044.600 | 5 | 4 | 5 | 0 | 28 | 2 | 10.57 | 7.0 | Good | 344.46 | 27.085364 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 771.657951 | Poor | 397 |
54 | Lawyer | 16188.160 | 7 | 4 | 1 | 4 | 13 | 22 | 9.52 | 2.0 | Standard | 1029.46 | 26.827440 | No | 41.572260 | 92.022220 | Low_spent_Medium_value_payments | 286.006853 | Standard | 288 |
38 | Doctor | 32875.170 | 4 | 1 | 8 | 2 | 6 | 2 | 11.55 | 0.0 | Good | 122.69 | 22.543194 | No | 30.868015 | 77.980432 | High_spent_Medium_value_payments | 406.911303 | Standard | 200 |
46 | Developer | 44611.390 | 2 | 3 | 7 | 1 | 13 | 4 | 9.27 | 0.0 | Good | 841.62 | 39.005297 | No | 28.962093 | 50.274044 | High_spent_Medium_value_payments | 553.125446 | Standard | 321 |
44 | Architect | 70447.260 | 8 | 4 | 1 | 3 | 29 | 0 | 0.54 | 4.0 | Standard | 904.34 | 30.544085 | No | 111.172179 | 157.599474 | Low_spent_Medium_value_payments | 595.588847 | Standard | 374 |
43 | Entrepreneur | 12804.965 | 3 | 3 | 16 | 2 | 14 | 11 | 7.24 | 7.0 | Standard | 436.63 | 27.173925 | Yes | 11.203035 | 21.462154 | High_spent_Medium_value_payments | 294.442852 | Good | 159 |
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