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ID | Описание | Дата |
---|---|---|
1ab9cb53-23fc-4aed-b338-f9b916f9719c | streamline dynamic experiences | 2001-07-28 |
7a263a48-db60-40e8-bb69-45a197c987e6 | productize bricks-and-clicks relationships | 2005-09-10 |
3dfe371e-5e62-41fd-ba58-934cd670e729 | redefine proactive experiences | 1986-10-16 |
1b634353-2280-4250-bf52-f77ef4b43921 | drive distributed relationships | 1994-02-01 |
25f9e301-e4cd-4de6-b0ac-3cd62063ee0a | syndicate virtual portals | 1995-12-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Lawyer | 131313.40 | 0 | 1 | 8 | 2 | 0 | 3 | 9.34 | 2.0 | Good | 352.16 | 32.200509 | NM | 137.644605 | 378.171254 | High_spent_Medium_value_payments | 858.462474 | Good | 367 |
17 | Journalist | 49447.74 | 7 | 4 | 9 | 5 | 20 | 15 | 8.34 | 9.0 | Standard | 1286.68 | 34.479724 | Yes | 147.003870 | 229.666062 | Low_spent_Large_value_payments | 321.594568 | Standard | 151 |
26 | Engineer | 39564.52 | 1 | 6 | 1 | 1 | 8 | 1 | 2.72 | 8.0 | Good | 253.96 | 28.903188 | No | 31.016238 | 209.426441 | High_spent_Small_value_payments | 369.661655 | Standard | 310 |
16 | Media_Manager | 49417.52 | 4 | 5 | 9 | 6 | 26 | 17 | 4.69 | 9.0 | Standard | 1182.62 | 36.150510 | NM | 162.127336 | 302.560286 | Low_spent_Large_value_payments | 222.825045 | Standard | 183 |
19 | Lawyer | 20855.32 | 5 | 7 | 20 | 0 | 25 | 12 | 19.38 | 5.0 | Standard | 57.51 | 39.852438 | Yes | 0.000000 | 271.554124 | Low_spent_Small_value_payments | 220.040210 | Standard | 334 |
32 | Engineer | 73475.02 | 0 | 5 | 8 | 3 | 30 | 9 | 0.60 | 1.0 | Good | 148.21 | 38.622981 | No | 177.016847 | 73.663534 | High_spent_Medium_value_payments | 621.911453 | Poor | 205 |
24 | Journalist | 30555.87 | 2 | 6 | 11 | 0 | 2 | 12 | 7.33 | 1.0 | Good | 418.79 | 32.263879 | No | 0.000000 | 133.481814 | Low_spent_Small_value_payments | 434.150436 | Standard | 268 |
41 | Writer | 18329.93 | 7 | 6 | 6 | 6 | 17 | 11 | 18.41 | 5.0 | Standard | 161.04 | 31.393662 | Yes | 51.967094 | 55.023575 | High_spent_Small_value_payments | 284.258748 | Standard | 236 |
21 | Lawyer | 28560.71 | 4 | 7 | 12 | 1 | 3 | 9 | 8.79 | 2.0 | Good | 24.57 | 25.189367 | No | 13.797063 | 55.014560 | High_spent_Large_value_payments | 415.594294 | Standard | 337 |
28 | Scientist | 20734.16 | 7 | 5 | 19 | 1 | 25 | 0 | 10.51 | 5.0 | Standard | 1344.19 | 26.021240 | Yes | 12.653109 | 60.462333 | High_spent_Small_value_payments | 385.369224 | Standard | 278 |
38 | Musician | 57035.58 | 3 | 7 | 12 | 0 | 24 | 14 | 14.04 | 4.0 | Standard | 550.23 | 25.410180 | No | 0.000000 | 341.129288 | Low_spent_Medium_value_payments | 421.267212 | Standard | 255 |
43 | Musician | 168899.44 | 4 | 4 | 4 | 1 | 9 | 8 | 0.96 | 0.0 | Good | 826.84 | 40.339453 | NM | 71.851574 | 942.808003 | Low_spent_Large_value_payments | 676.535756 | Good | 368 |
29 | Engineer | 21298.53 | 4 | 5 | 17 | 4 | 9 | 16 | 7.69 | 0.0 | Standard | 134.95 | 37.068684 | NM | 65.545824 | 198.822450 | Low_spent_Medium_value_payments | 212.819476 | Standard | 243 |
31 | Manager | 15828.15 | 8 | 5 | 18 | 5 | 6 | 13 | 17.23 | 8.0 | Standard | 1333.84 | 35.229579 | NM | 35.235720 | 84.373067 | Low_spent_Small_value_payments | 318.392463 | Standard | 219 |
31 | Journalist | 32599.32 | 3 | 6 | 7 | 1 | 10 | 6 | 9.61 | 1.0 | Good | 1331.03 | 29.258873 | No | 27.132787 | 64.777098 | High_spent_Medium_value_payments | 402.651114 | Good | 380 |
18 | Accountant | 28876.41 | 8 | 4 | 6 | 4 | 14 | 11 | 16.19 | 8.0 | Standard | 812.50 | 31.954256 | Yes | 50.293822 | 110.860513 | High_spent_Medium_value_payments | 357.082416 | Standard | 0 |
22 | Lawyer | 38165.06 | 4 | 3 | 6 | 1 | 3 | 0 | 8.91 | 4.0 | Good | 1109.10 | 34.198316 | No | 17.436988 | 81.272781 | High_spent_Small_value_payments | 488.632398 | Good | 280 |
37 | Engineer | 35185.56 | 6 | 4 | 14 | 3 | 4 | 10 | 7.14 | 0.0 | Standard | 379.47 | 28.452911 | No | 83.278064 | 343.929192 | Low_spent_Small_value_payments | 159.005743 | Standard | 252 |
52 | Lawyer | 42586.46 | 5 | 3 | 6 | 3 | 27 | 10 | 0.97 | 2.0 | Standard | 1053.75 | 35.251434 | NM | 64.008959 | 0.000000 | High_spent_Medium_value_payments | 438.519717 | Standard | 353 |
32 | Entrepreneur | 60856.60 | 3 | 6 | 9 | 3 | 14 | 6 | 3.88 | 3.0 | Good | 1159.43 | 27.874133 | No | 124.391296 | 275.315769 | High_spent_Small_value_payments | 388.531268 | Standard | 190 |
42 | Doctor | 21854664.00 | 1 | 1 | 9 | 3 | 0 | 14 | 9.55 | 1.0 | Good | 757.38 | 40.166641 | No | 174.338527 | 309.306635 | High_spent_Medium_value_payments | 828.541338 | Standard | 211 |
31 | Journalist | 44942.23 | 1 | 4 | 7 | 1 | 14 | 12 | 2.97 | 4.0 | Good | 1058.03 | 38.274125 | No | 26.778409 | 436.206758 | Low_spent_Small_value_payments | 219.633416 | Standard | 0 |
47 | Lawyer | 84358.50 | 2 | 4 | 7 | 2 | 18 | 4 | 11.94 | 1.0 | Good | 1460.18 | 33.692420 | No | 86.720417 | 512.508896 | Low_spent_Medium_value_payments | 353.858187 | Good | 250 |
48 | Mechanic | 97838.31 | 0 | 3 | 4 | 1 | 6 | 5 | 7.77 | 3.0 | Good | 56.47 | 27.650958 | No | 74.847495 | 191.781530 | Low_spent_Large_value_payments | 818.390225 | Standard | 189 |
38 | Accountant | 23026.48 | 6 | 6 | 7 | 4 | 5 | 18 | 9.66 | 2.0 | Good | 328.81 | 33.326005 | No | 68.502470 | 60.493054 | High_spent_Medium_value_payments | 299.991809 | Good | 386 |
37 | Doctor | 16862.88 | 8 | 8 | 22 | 7 | 52 | 19 | 19.07 | 12.0 | Standard | 1377.71 | 34.171175 | Yes | 81.804037 | 157.621206 | Low_spent_Small_value_payments | 177.898758 | Poor | 212 |
32 | Architect | 33599.08 | 5 | 5 | 13 | 4 | 18 | 10 | 7.18 | 5.0 | Standard | 743.60 | 33.062930 | Yes | 95.596660 | 73.765723 | Low_spent_Large_value_payments | 375.629949 | Standard | 325 |
18 | Scientist | 70732.40 | 8 | 10 | 26 | 5 | 20 | 15 | 4.18 | 7.0 | Bad | 1468.67 | 28.034417 | Yes | 165.051075 | 286.906346 | High_spent_Small_value_payments | 395.479245 | Standard | 235 |
29 | Lawyer | 20737.17 | 5 | 4 | 9 | 0 | 5 | 6 | 7.37 | 0.0 | Good | 1399.23 | 22.464564 | No | 0.000000 | 32.708746 | High_spent_Large_value_payments | 394.101004 | Good | 319 |
27 | Media_Manager | 81430.32 | 6 | 6 | 10 | 1 | 20 | 21 | 11.75 | 3.0 | Standard | 794.73 | 41.491667 | Yes | 48.482084 | 186.955939 | Low_spent_Medium_value_payments | 709.847978 | Standard | 393 |
55 | Manager | 14675.03 | 7 | 4 | 18 | 3 | 13 | 17 | 0.25 | 2.0 | Standard | 170.53 | 38.295363 | Yes | 30.808786 | 32.998517 | Low_spent_Large_value_payments | 302.584613 | Standard | 393 |
15 | Accountant | 31767.33 | 5 | 3 | 19 | 0 | 21 | 18 | 13.84 | 6.0 | Standard | 969.19 | 29.854000 | Yes | 0.000000 | 229.277963 | Low_spent_Medium_value_payments | 321.649787 | Standard | 389 |
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