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ID | Описание | Дата |
---|---|---|
e4da5015-29c5-4a89-b556-830100e8e73e | implement dot-com bandwidth | 2017-03-25 |
14422361-0729-42b1-a33f-87c4677da6e1 | evolve bricks-and-clicks methodologies | 1995-04-09 |
c76172de-4ec7-4c6d-8af6-5a4beb2790b8 | extend one-to-one bandwidth | 2001-01-15 |
7e1ae4b3-7980-4fe8-9ee7-871f84e72414 | whiteboard granular channels | 1981-05-10 |
e5a94869-a966-47ee-b740-d895b3bbbf99 | redefine front-end supply-chains | 1994-08-25 |
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 | 19167.040 | 6 | 6 | 15 | 4 | 31 | 16 | 0.00 | 6.0 | Standard | 1297.12 | 35.479582 | Yes | 44.535452 | 30.440021 | High_spent_Medium_value_payments | 322.949861 | Poor | 84 |
33 | Accountant | 21546.930 | 5 | 6 | 20 | 1 | 28 | 21 | 11.41 | 2.0 | Standard | 313.06 | 30.040557 | No | 9.878118 | 109.213880 | Low_spent_Medium_value_payments | 317.065752 | Standard | 0 |
41 | Musician | 33978.570 | 5 | 5 | 6 | 3 | 30 | 0 | 15.98 | 7.0 | Standard | 1082.25 | 31.172219 | Yes | 60.068643 | 0.000000 | High_spent_Small_value_payments | 375.749805 | Standard | 193 |
25 | Entrepreneur | 96540.690 | 4 | 3 | 9 | 0 | 9 | 0 | 6.39 | 7.0 | Good | 582.53 | 27.237012 | No | 0.000000 | 416.317947 | Low_spent_Large_value_payments | 660.487803 | Good | 189 |
21 | Engineer | 56122.680 | 10 | 8 | 31 | 4 | 38 | 20 | 14.18 | 10.0 | Standard | 1274.63 | 41.493898 | NM | 98.382174 | 165.811865 | High_spent_Small_value_payments | 470.994961 | Standard | 179 |
45 | Accountant | 12434.240 | 6 | 6 | 15 | 2 | 11 | 0 | 15.42 | 0.0 | Standard | 768.69 | 24.839389 | Yes | 11.244529 | 86.227022 | Low_spent_Small_value_payments | 278.047115 | Standard | 317 |
55 | Mechanic | 34676.380 | 5 | 5 | 18 | 1 | 1 | 15 | 8.93 | 2.0 | Standard | 1334.09 | 27.415080 | Yes | 20.368226 | 305.882754 | Low_spent_Small_value_payments | 241.018853 | Standard | 186 |
50 | Media_Manager | 107761.290 | 4 | 5 | 9 | 0 | 7 | 16 | 13.56 | 1.0 | Standard | 34.09 | 38.431121 | Yes | 0.000000 | 326.234149 | Low_spent_Medium_value_payments | 858.476601 | Standard | 209 |
45 | Lawyer | 16096.540 | 3 | 4 | 13 | 1 | 9 | 11 | 11.84 | 3.0 | Standard | 927.98 | 27.964025 | Yes | 12.567581 | 31.694331 | High_spent_Small_value_payments | 341.075922 | Good | 340 |
27 | Architect | 11610.355 | 7 | 5 | 16 | 2 | 24 | 16 | 19.27 | 7.0 | Standard | 196.64 | 35.952316 | Yes | 18.767943 | 65.861814 | Low_spent_Medium_value_payments | 274.423202 | Standard | 0 |
36 | Mechanic | 118244.840 | 7 | 3 | 15 | 1 | 25 | 18 | 3.03 | 4.0 | Standard | 1379.72 | 34.335189 | NM | 50.817813 | 313.234816 | High_spent_Medium_value_payments | 891.521037 | Standard | 257 |
42 | Accountant | 67841.780 | 8 | 3 | 14 | 4 | 24 | 19 | 2.35 | 3.0 | Standard | 1475.39 | 26.614167 | Yes | 177.350790 | 464.166934 | Low_spent_Small_value_payments | 204.730443 | Standard | 327 |
15 | Musician | 35733.630 | 5 | 3 | 11 | 6 | 20 | 19 | 11.78 | 4.0 | Standard | 781.34 | 39.117821 | Yes | 96.601884 | 120.616636 | Low_spent_Large_value_payments | 341.161730 | Standard | 104 |
35 | Architect | 85325.240 | 3 | 4 | 10 | 1 | 18 | 18 | 5.50 | 7.0 | Standard | 1264.92 | 40.099800 | Yes | 65.245240 | 577.214002 | Low_spent_Medium_value_payments | 377.084425 | Good | 269 |
34 | Lawyer | 38444.520 | 0 | 4 | 6 | 4 | 4 | 6 | 16.24 | 1.0 | Good | 1006.25 | 27.583456 | No | 67.744893 | 123.705273 | Low_spent_Small_value_payments | 396.120834 | Standard | 286 |
53 | Lawyer | 97536.090 | 2 | 4 | 2 | 2 | 7 | 8 | 1.91 | 1.0 | Good | 791.00 | 38.821639 | NM | 98.973708 | 70.986932 | High_spent_Large_value_payments | 895.540109 | Standard | 221 |
55 | Teacher | 60498.600 | 7 | 6 | 12 | 1 | 30 | 20 | 13.92 | 3.0 | Standard | 736.07 | 38.748151 | No | 47.928210 | 98.781318 | High_spent_Medium_value_payments | 618.045472 | Standard | 316 |
29 | Journalist | 9979.875 | 8 | 5 | 16 | 1 | 29 | 16 | 12.57 | 2.0 | Standard | 1179.69 | 37.411924 | Yes | 6.047450 | 0.000000 | Low_spent_Small_value_payments | 268.364517 | Poor | 333 |
24 | Scientist | 73300.880 | 7 | 7 | 8 | 2 | 18 | 0 | 2.59 | 4.0 | Standard | 355.75 | 26.617310 | No | 110.509437 | 248.410083 | Low_spent_Large_value_payments | 525.121147 | Standard | 370 |
38 | Architect | 24879.050 | 3 | 4 | 11 | 3 | 15 | 19 | 16.73 | 6.0 | Standard | 479.64 | 27.751988 | Yes | 49.105508 | 152.545593 | Low_spent_Small_value_payments | 296.874316 | Poor | 114 |
22 | Writer | 51411.100 | 2 | 4 | 12 | 3 | 29 | 0 | 7.70 | 4.0 | Standard | 404.88 | 37.748821 | Yes | 113.671926 | 341.562709 | Low_spent_Medium_value_payments | 242.591198 | Good | 231 |
27 | Doctor | 33906.160 | 5 | 3 | 9 | 3 | 20 | 8 | 4.17 | 0.0 | Standard | 625.99 | 31.895837 | No | 79.786130 | 314.937907 | Low_spent_Small_value_payments | 162.127296 | Standard | 346 |
26 | Lawyer | 26978.170 | 6 | 3 | 8 | 1 | 16 | 14 | 1.37 | 7.0 | Standard | 1264.34 | 25.037873 | No | 20.917440 | 175.425371 | Low_spent_Small_value_payments | 347.675272 | Standard | 0 |
45 | Developer | 43456.500 | 2 | 1 | 8 | 0 | 5 | 11 | 0.62 | 3.0 | Good | 389.90 | 35.746194 | No | 0.000000 | 270.432939 | Low_spent_Small_value_payments | 363.304561 | Good | 376 |
17 | Doctor | 40944.820 | 7 | 7 | 17 | 3 | 17 | 13 | 17.40 | 7.0 | Standard | 948.81 | 38.694164 | NM | 93.984167 | 112.831858 | High_spent_Medium_value_payments | 401.990808 | Standard | 305 |
51 | Journalist | 60733.700 | 7 | 3 | 5 | 2 | 14 | 0 | 5.36 | 5.0 | Standard | 570.40 | 40.225273 | Yes | 93.181620 | 140.075495 | High_spent_Medium_value_payments | 535.657052 | Standard | 348 |
30 | Media_Manager | 28274.170 | 0 | 7 | 1 | 1 | 27 | 9 | 5.77 | 7.0 | Good | 1486.20 | 25.640307 | No | 12.211343 | 0.000000 | High_spent_Medium_value_payments | 393.800434 | Standard | 365 |
31 | Manager | 177560.680 | 0 | 3 | 5 | 0 | 22 | 3 | 4.19 | 1.0 | Good | 376.64 | 30.959665 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 1307.643518 | Poor | 285 |
41 | Accountant | 64692.900 | 2 | 4 | 12 | 0 | 14 | 10 | 1.03 | 2.0 | Good | 1267.96 | 35.317735 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 154.044487 | Standard | 185 |
21 | Lawyer | 68751.750 | 6 | 3 | 10 | 0 | 29 | 15 | 4.61 | 6.0 | Good | 64.47 | 25.890799 | No | 0.000000 | 122.263681 | High_spent_Large_value_payments | 664.567569 | Good | 359 |
48 | Accountant | 121187.490 | 1 | 4 | 1 | 3 | 1 | 3 | 10.50 | 2.0 | Good | 1077.16 | 28.873717 | No | 165.624202 | 194.567921 | High_spent_Large_value_payments | 880.903626 | Poor | 393 |
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