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ID | Описание | Дата |
---|---|---|
6bc54b8c-8e71-49e0-a7e1-1673a3ae767a | strategize intuitive e-services | 1972-05-06 |
ccc8342c-2cb3-4f27-bf99-c8e7dcdfddbd | revolutionize enterprise partnerships | 1990-06-04 |
1f53c69b-4210-47f3-98ba-72af6ba83323 | synthesize end-to-end e-services | 1986-02-03 |
88459034-7596-40b8-9143-ac2edbef2fa9 | revolutionize extensible markets | 2007-05-01 |
5a67cafa-5a88-4415-acbf-06280054557f | synergize back-end vortals | 1977-07-05 |
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 | 20 | 19 | 15.79 | 7.0 | Standard | 569.80 | 37.240214 | Yes | 26.060348 | 41.082637 | Low_spent_Small_value_payments | 301.060724 | Poor | 151 |
44 | Doctor | 118644.360 | 1 | 2 | 9 | 1 | 10 | 2 | 5.53 | 6.0 | Good | 1100.42 | 34.113754 | No | 53.027886 | 630.963469 | Low_spent_Large_value_payments | 589.311645 | Good | 378 |
41 | Writer | 42776.510 | 4 | 4 | 3 | 0 | 6 | 11 | 1.45 | 2.0 | Good | 152.77 | 35.073706 | No | 0.000000 | 81.702729 | High_spent_Medium_value_payments | 496.168187 | Standard | 260 |
48 | Lawyer | 17577.760 | 3 | 5 | 19 | 2 | 20 | 12 | 9.58 | 0.0 | Standard | 1447.93 | 26.393558 | Yes | 29.295467 | 160.411429 | Low_spent_Small_value_payments | 276.574438 | Standard | 387 |
42 | Musician | 10094.050 | 7 | 7 | 18 | 2 | 7 | 13 | 17.91 | 7.0 | Standard | 695.09 | 40.997788 | Yes | 15.684761 | 26.164845 | Low_spent_Large_value_payments | 289.067477 | Standard | 0 |
27 | Doctor | 19903.785 | 1 | 4 | 7 | 0 | 0 | 1 | 4.33 | 1.0 | Good | 1015.40 | 35.643417 | No | 0.000000 | 67.617969 | High_spent_Medium_value_payments | 349.446906 | Standard | 347 |
26 | Musician | 33520.040 | 8 | 6 | 13 | 4 | 14 | 11 | 2.58 | 3.0 | Standard | 673.04 | 28.392042 | No | 82.396946 | 112.751114 | High_spent_Small_value_payments | 325.585607 | Standard | 260 |
53 | Teacher | 17707.460 | 6 | 6 | 5 | 0 | 23 | 15 | 16.37 | 3.0 | Standard | 1425.54 | 36.134183 | Yes | 0.000000 | 98.041864 | Low_spent_Small_value_payments | 336.020303 | Standard | 320 |
20 | Media_Manager | 45941.280 | 6 | 4 | 4 | 3 | 24 | 0 | 1.57 | 7.0 | Good | 1279.96 | 30.328225 | No | 80.894862 | 0.000000 | High_spent_Medium_value_payments | 483.859834 | Good | 335 |
49 | Developer | 68721.080 | 5 | 7 | 4 | 1 | 11 | 12 | 8.55 | 7.0 | Good | 130.89 | 27.254305 | No | 47.835726 | 273.751132 | High_spent_Small_value_payments | 494.488808 | Good | 279 |
36 | Journalist | 33465.570 | 0 | 5 | 10 | 2 | 7 | 1 | 4.62 | 1.0 | Good | 531.91 | 36.958633 | No | 40.224603 | 0.000000 | Low_spent_Medium_value_payments | 417.357332 | Poor | 371 |
36 | Accountant | 43287.280 | 7 | 6 | 13 | 4 | 26 | 11 | 14.15 | 2.0 | Standard | 1393.19 | 31.742946 | Yes | 111.362146 | 212.570017 | Low_spent_Small_value_payments | 349.995170 | Standard | 363 |
47 | Doctor | 33022.950 | 3 | 5 | 3 | 0 | 9 | 3 | 10.27 | 0.0 | Good | 320.54 | 33.181685 | No | 0.000000 | 82.740396 | High_spent_Medium_value_payments | 464.850854 | Poor | 232 |
31 | Accountant | 35149.910 | 4 | 6 | 15 | 0 | 19 | 9 | 8.00 | 1.0 | Standard | 476.09 | 40.623692 | Yes | 0.000000 | 82.998528 | Low_spent_Medium_value_payments | 467.317389 | Standard | 0 |
34 | Musician | 99955.080 | 8 | 4 | 20 | 4 | 15 | 8 | 0.00 | 4.0 | Standard | 132.59 | 26.512814 | Yes | 174.471857 | 776.366064 | Low_spent_Small_value_payments | 178.021078 | Standard | 343 |
32 | Scientist | 35589.970 | 4 | 6 | 14 | 4 | 6 | 13 | 0.00 | 8.0 | Standard | 1484.18 | 33.087629 | Yes | 98.232210 | 259.534668 | Low_spent_Large_value_payments | 191.716205 | Standard | 176 |
53 | Doctor | 10777.430 | 5 | 4 | 17 | 2 | 27 | 7 | 1.59 | 1.0 | Standard | 569.95 | 35.847573 | Yes | 10.351652 | 59.333273 | Low_spent_Small_value_payments | 294.426991 | Standard | 277 |
46 | Entrepreneur | 78984.460 | 4 | 2 | 8 | 1 | 7 | 9 | 8.15 | 5.0 | Good | 322.42 | 36.350403 | No | 50.094992 | 131.900438 | High_spent_Medium_value_payments | 704.008403 | Good | 193 |
44 | Architect | 70943.860 | 4 | 4 | 12 | 1 | 14 | 16 | 13.14 | 6.0 | Standard | 326.61 | 33.419338 | Yes | 39.690754 | 146.433963 | High_spent_Large_value_payments | 652.074117 | Standard | 381 |
24 | Manager | 31115.760 | 6 | 6 | 12 | 3 | 30 | 15 | 10.12 | 7.0 | Standard | 955.80 | 29.910216 | No | 46.589344 | 135.728129 | Low_spent_Small_value_payments | 359.980527 | Standard | 360 |
27 | Developer | 68474.640 | 7 | 6 | 11 | 3 | 16 | 8 | 8.02 | 7.0 | Standard | 66.03 | 27.645451 | Yes | 127.447159 | 182.789236 | Low_spent_Medium_value_payments | 512.885605 | Standard | 75 |
22 | Doctor | 15298.940 | 5 | 7 | 5 | 3 | 19 | 18 | 9.43 | 1.0 | Standard | 350.90 | 32.279916 | Yes | 35.323208 | 67.181315 | Low_spent_Small_value_payments | 295.386644 | Standard | 215 |
54 | Journalist | 31467.580 | 0 | 5 | 1 | 2 | 11 | 0 | 3.20 | 4.0 | Good | 680.89 | 39.074192 | NM | 167.524165 | 104.341509 | High_spent_Small_value_payments | 384.236902 | Standard | 311 |
32 | Engineer | 54378.510 | 6 | 10 | 15 | 5 | 47 | 25 | 1.61 | 6.0 | Bad | 1482.64 | 26.256043 | Yes | 153.506861 | 114.899357 | High_spent_Medium_value_payments | 418.548032 | Poor | 201 |
26 | Media_Manager | 21873.680 | 4 | 1 | 3 | 4 | 7 | 10 | 7.65 | 5.0 | Good | 303.42 | 36.092742 | No | 54.343609 | 57.860545 | High_spent_Medium_value_payments | 342.976512 | Good | 206 |
20 | Scientist | 53057.640 | 9 | 10 | 20 | 6 | 24 | 13 | 19.20 | 11.0 | Standard | 1491.01 | 35.506452 | Yes | 150.786014 | 94.327384 | High_spent_Medium_value_payments | 474.433602 | Poor | 188 |
44 | Scientist | 32361.610 | 4 | 3 | 19 | 2 | 10 | 0 | 17.07 | 12.0 | Standard | 1171.75 | 25.403230 | Yes | 34.356933 | 175.783686 | Low_spent_Large_value_payments | 320.339464 | Standard | 182 |
29 | Mechanic | 42185.250 | 4 | 5 | 9 | 1 | 13 | 7 | 10.14 | 1.0 | Good | 720.43 | 39.560284 | No | 32.715390 | 188.019297 | High_spent_Small_value_payments | 388.809063 | Standard | 392 |
51 | Scientist | 37262.120 | 0 | 1 | 3 | 3 | 7 | 14 | 2.94 | 4.0 | Good | 311.34 | 26.911634 | No | 89.881332 | 139.144738 | High_spent_Medium_value_payments | 356.491597 | Good | 193 |
40 | Journalist | 9598.380 | 7 | 6 | 20 | 2 | 20 | 8 | 8.31 | 5.0 | Standard | 878.44 | 32.308898 | Yes | 15.402638 | 0.000000 | High_spent_Medium_value_payments | 278.013523 | Standard | 196 |
32 | Mechanic | 10424.525 | 8 | 3 | 18 | 4 | 24 | 12 | 18.02 | 7.0 | Standard | 164.79 | 30.000581 | Yes | 26.828788 | 0.000000 | Low_spent_Small_value_payments | 282.976847 | Standard | 0 |
20 | Media_Manager | 22049.235 | 4 | 3 | 12 | 2 | 1 | 1 | 4.75 | 4.0 | Good | 385.85 | 26.347278 | No | 27.505337 | 90.808937 | High_spent_Small_value_payments | 318.129351 | Good | 0 |
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