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ID | Описание | Дата |
---|---|---|
7733d31d-4a20-4ee0-9244-9bfde55147b4 | transition out-of-the-box e-markets | 2016-03-20 |
6ea03c16-4a87-4b7c-ade2-bb2150c4def6 | benchmark value-added paradigms | 1979-08-23 |
54fcff6d-c431-41ab-b422-572cf11f6441 | integrate bricks-and-clicks supply-chains | 2010-08-24 |
a4998ed3-e116-401a-b53c-77dda8e5d019 | deploy vertical partnerships | 1988-04-18 |
0803835e-7454-4b74-9be6-6dc5ccfb71b3 | syndicate 24/365 paradigms | 1970-11-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Manager | 31633.540 | 1 | 5 | 8 | 3 | 8 | 8 | 9.70 | 3.0 | Good | 846.45 | 29.298600 | No | 50.768440 | 78.208050 | High_spent_Small_value_payments | 424.036344 | Poor | 0 |
30 | Manager | 71677.590 | 5 | 6 | 16 | 0 | 6 | 0 | 11.90 | 0.0 | Standard | 130.54 | 29.760562 | No | 0.000000 | 240.375651 | High_spent_Small_value_payments | 608.537599 | Standard | 212 |
24 | Teacher | 40198.960 | 4 | 6 | 10 | 2 | 11 | 17 | 0.58 | 1.0 | Standard | 530.04 | 38.546700 | No | 39.960494 | 181.303329 | Low_spent_Large_value_payments | 391.227510 | Standard | 333 |
36 | Teacher | 69051.140 | 4 | 7 | 9 | 2 | 9 | 8 | 13.20 | 8.0 | Standard | 1396.03 | 39.879759 | Yes | 107.167492 | 228.506046 | Low_spent_Small_value_payments | 504.652629 | Standard | 192 |
33 | Developer | 135596.280 | 4 | 3 | 12 | 1 | 15 | 12 | 3.85 | 3.0 | Standard | 298.74 | 28.193286 | No | 111.115714 | 0.000000 | Low_spent_Small_value_payments | 434.057497 | Standard | 194 |
34 | Accountant | 28415.930 | 2 | 2 | 12 | 2 | 7 | 10 | 2.40 | 0.0 | Good | 1112.80 | 29.173086 | NM | 35.469401 | 142.190127 | High_spent_Small_value_payments | 306.539889 | Good | 286 |
27 | Musician | 10240.420 | 10 | 9 | 23 | 9 | 44 | 23 | 9.13 | 7.0 | Bad | 1445.23 | 32.327323 | Yes | 42.974418 | 76.251423 | Low_spent_Small_value_payments | 264.510992 | Poor | 87 |
27 | Scientist | 23051.720 | 4 | 5 | 7 | 0 | 22 | 20 | 4.53 | 1.0 | Good | 713.33 | 33.550915 | No | 0.000000 | 28.532242 | High_spent_Medium_value_payments | 408.865424 | Good | 0 |
43 | Entrepreneur | 36228.120 | 3 | 7 | 3 | 2 | 6 | 3 | 11.62 | 2.0 | Good | 1475.78 | 29.393183 | No | 39.045831 | 319.420552 | Low_spent_Small_value_payments | 242.034617 | Good | 331 |
47 | Architect | 119848.770 | 5 | 2 | 10 | 1 | 9 | 9 | 5.75 | 6.0 | Good | 1049.14 | 35.268562 | No | 55.859438 | 508.706495 | Low_spent_Medium_value_payments | 737.873817 | Good | 217 |
47 | Accountant | 69557.680 | 6 | 7 | 8 | 1 | 28 | 19 | 9.40 | 0.0 | Standard | 503.35 | 31.024042 | Yes | 47.379999 | 0.000000 | High_spent_Medium_value_payments | 522.990573 | Standard | 250 |
28 | Teacher | 19435.600 | 5 | 4 | 19 | 4 | 16 | 17 | 10.36 | 11.0 | Standard | 730.66 | 28.736277 | Yes | 44.640731 | 63.326980 | High_spent_Medium_value_payments | 294.395623 | Good | 160 |
24 | Media_Manager | 29663.440 | 5 | 6 | 18 | 2 | 9 | 9 | 17.76 | 8.0 | Standard | 598.51 | 26.658549 | Yes | 49.345911 | 199.464020 | Low_spent_Small_value_payments | 308.885402 | Standard | 0 |
23 | Architect | 38261.700 | 6 | 4 | 12 | 4 | 28 | 14 | 4.59 | 0.0 | Standard | 1194.12 | 34.699552 | No | 84.707360 | 145.272291 | High_spent_Small_value_payments | 338.867849 | Standard | 316 |
26 | Developer | 10813.530 | 4 | 4 | 10 | 4 | 16 | 17 | 16.12 | 6.0 | Standard | 862.42 | 33.437147 | Yes | 24.058784 | 42.807841 | Low_spent_Small_value_payments | 338.046126 | Standard | 334 |
50 | Accountant | 48615.220 | 4 | 7 | 15 | 4 | 29 | 0 | 9.44 | 6.0 | Standard | 1235.05 | 37.369658 | Yes | 135.357434 | 189.312094 | High_spent_Small_value_payments | 329.057305 | Standard | 200 |
20 | Lawyer | 53564.880 | 5 | 3 | 13 | 2 | 5 | 10 | 18.98 | 2.0 | Standard | 1008.31 | 41.039160 | Yes | 80.569833 | 146.788643 | High_spent_Medium_value_payments | 443.415524 | Standard | 0 |
17 | Developer | 14160.580 | 7 | 7 | 14 | 0 | 25 | 16 | 18.46 | 7.0 | Standard | 670.02 | 24.970599 | NM | 0.000000 | 40.414590 | Low_spent_Medium_value_payments | 346.290243 | Standard | 290 |
44 | Mechanic | 120333.040 | 8 | 4 | 3 | 1 | 8 | 6 | 8.67 | 4.0 | Good | 1445.54 | 34.852522 | No | 67.819007 | 187.131488 | High_spent_Large_value_payments | 1009.724839 | Good | 237 |
31 | Media_Manager | 14432.870 | 3 | 7 | 7 | 1 | 5 | 8 | 9.47 | 3.0 | Good | 941.79 | 27.334005 | No | 6.412119 | 0.000000 | Low_spent_Small_value_payments | 327.785986 | Good | 395 |
52 | Architect | 67818.860 | 3 | 3 | 6 | 3 | 5 | 8 | 8.89 | 4.0 | Good | 45.66 | 38.364337 | No | 109.966621 | 241.278715 | High_spent_Small_value_payments | 446.111830 | Good | 366 |
41 | Lawyer | 90292.280 | 4 | 4 | 7 | 0 | 26 | 16 | 0.00 | 1.0 | Standard | 967.93 | 32.364514 | No | 0.000000 | 363.526502 | Low_spent_Medium_value_payments | 642.309164 | Poor | 400 |
24 | Developer | 133538.680 | 3 | 7 | 12 | 0 | 9 | 10 | 2.07 | 3.0 | Standard | 1389.91 | 35.472950 | No | 0.000000 | 429.788875 | High_spent_Medium_value_payments | 915.733458 | Standard | 287 |
41 | Manager | 144390.200 | 5 | 5 | 2 | 0 | 7 | 4 | 2.86 | 1.0 | Good | 457.05 | 29.992189 | No | 0.000000 | 223.253318 | High_spent_Large_value_payments | 1224.798349 | Standard | 0 |
38 | Lawyer | 18221.965 | 3 | 7 | 17 | 3 | 15 | 12 | 12.25 | 0.0 | Standard | 1218.29 | 29.080571 | Yes | 25.715292 | 80.982050 | High_spent_Small_value_payments | 278.052367 | Standard | 227 |
44 | Scientist | 33199.130 | 1 | 4 | 3 | 2 | 14 | 11 | 4.88 | 0.0 | Good | 1255.12 | 41.033420 | No | 35.397754 | 0.000000 | Low_spent_Large_value_payments | 436.486364 | Standard | 264 |
21 | Musician | 116623.440 | 5 | 4 | 9 | 0 | 1 | 10 | 3.67 | 6.0 | Good | 1198.03 | 41.628532 | No | 0.000000 | 0.000000 | Low_spent_Medium_value_payments | 801.628212 | Standard | 370 |
38 | Engineer | 14698.595 | 8 | 3 | 8 | 7 | 15 | 8 | 18.14 | 6.0 | Standard | 469.46 | 34.403118 | NM | 84.873187 | 129.141373 | Low_spent_Medium_value_payments | 216.573732 | Standard | 148 |
51 | Manager | 79298.960 | 8 | 7 | 13 | 1 | 17 | 17 | 10.26 | 2.0 | Standard | 804.92 | 26.088713 | No | 58.093333 | 581.432576 | Low_spent_Medium_value_payments | 323.498758 | Standard | 401 |
38 | Accountant | 119443.290 | 1 | 6 | 1 | 3 | 13 | 11 | 0.90 | 3.0 | Good | 418.28 | 33.904006 | No | 183.790597 | 446.036075 | High_spent_Small_value_payments | 637.334078 | Standard | 345 |
43 | Entrepreneur | 31953.030 | 8 | 5 | 8 | 6 | 15 | 10 | 16.09 | 11.0 | Standard | 396.33 | 29.314307 | Yes | 109.765970 | 61.890357 | Low_spent_Large_value_payments | 349.018923 | Standard | 186 |
47 | Scientist | 41646.880 | 4 | 4 | 3 | 4 | 9 | 10 | 11.62 | 5.0 | Good | 732.11 | 38.113953 | No | 80.732350 | 46.046343 | High_spent_Large_value_payments | 464.778640 | Good | 299 |
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