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ID | Описание | Дата |
---|---|---|
fa986a51-f401-4134-bb5d-e894ad66de7c | implement customized e-markets | 1980-08-26 |
e9773ed2-db07-4ed0-97aa-06b09377c0d5 | mesh cross-media e-tailers | 2019-10-11 |
44cadced-b171-4e98-9c5f-e3cb40b66304 | implement e-business schemas | 1980-01-19 |
6ee387d9-9bd5-46e6-a997-bf63f8042b6b | re-contextualize transparent info-mediaries | 1995-11-12 |
cfd9ed60-8fa0-42d4-a8d7-9e3a498c35d6 | leverage back-end supply-chains | 2001-11-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
47 | Mechanic | 48411.240 | 8 | 3 | 3 | 4 | 17 | 10 | 4.04 | 1.0 | Good | 821.27 | 31.971702 | No | 82.221471 | 167.273391 | High_spent_Medium_value_payments | 431.132138 | Good | 219 |
45 | Entrepreneur | 33928.380 | 4 | 7 | 8 | 5 | 28 | 18 | 18.62 | 9.0 | Standard | 164.66 | 30.108226 | Yes | 184.078429 | 50.212770 | High_spent_Medium_value_payments | 352.599618 | Standard | 180 |
28 | Teacher | 55916.520 | 8 | 7 | 5 | 4 | 18 | 16 | 7.23 | 2.0 | Standard | 1069.61 | 24.647163 | NM | 103.066389 | 141.398774 | High_spent_Medium_value_payments | 465.305837 | Standard | 320 |
48 | Engineer | 77480.730 | 4 | 6 | 4 | 2 | 5 | 20 | 9.28 | 8.0 | Good | 1311.24 | 36.181492 | No | 127.185567 | 333.540340 | Low_spent_Small_value_payments | 461.846843 | Good | 346 |
21 | Manager | 20417.430 | 4 | 1 | 10 | 2 | 14 | 9 | 9.51 | 4.0 | Good | 312.66 | 39.719255 | No | 23.978712 | 66.122450 | Low_spent_Small_value_payments | 380.644088 | Standard | 258 |
28 | Developer | 23459.450 | 8 | 5 | 9 | 2 | 8 | 10 | 9.56 | 5.0 | Standard | 264.07 | 36.381070 | Yes | 26.607830 | 76.774174 | Low_spent_Large_value_payments | 378.813413 | Standard | 298 |
42 | Media_Manager | 73910.610 | 3 | 7 | 12 | 0 | 28 | 18 | 7.18 | 2.0 | Standard | 1469.17 | 30.430169 | Yes | 0.000000 | 50.655557 | High_spent_Large_value_payments | 788.866193 | Standard | 225 |
36 | Architect | 119889.750 | 1 | 3 | 6 | 1 | 17 | 2 | 11.27 | 2.0 | Good | 489.86 | 29.480531 | No | 71.192727 | 755.132399 | Low_spent_Small_value_payments | 481.156124 | Good | 197 |
42 | Teacher | 142475.320 | 8 | 5 | 11 | 2 | 23 | 18 | 1.65 | 1.0 | Good | 628.57 | 38.555425 | No | 124.400007 | 665.359323 | Low_spent_Medium_value_payments | 691.635003 | Standard | 362 |
56 | Entrepreneur | 29490.490 | 2 | 4 | 6 | 4 | 13 | 6 | 7.41 | 6.0 | Good | 591.33 | 32.352018 | No | 90.930735 | 39.394172 | High_spent_Medium_value_payments | 344.229177 | Standard | 376 |
35 | Writer | 41547.990 | 0 | 7 | 8 | 3 | 21 | 9 | 11.38 | 0.0 | Good | 1156.82 | 26.545566 | No | 78.799975 | 46.775276 | High_spent_Large_value_payments | 433.657999 | Poor | 286 |
33 | Lawyer | 20040.640 | 3 | 6 | 9 | 2 | 22 | 7 | 10.68 | 5.0 | Good | 1255.55 | 33.927590 | No | 32.718287 | 157.361093 | Low_spent_Small_value_payments | 250.725952 | Poor | 390 |
42 | Architect | 29062.920 | 6 | 3 | 8 | 1 | 27 | 14 | 13.94 | 4.0 | Standard | 50.19 | 30.552600 | Yes | 14.516223 | 59.128059 | High_spent_Large_value_payments | 398.246718 | Standard | 241 |
46 | Journalist | 84045.990 | 0 | 3 | 5 | 0 | 1 | 7 | 3.07 | 3.0 | Good | 1124.24 | 34.802913 | No | 0.000000 | 173.774822 | High_spent_Large_value_payments | 746.308428 | Good | 241 |
24 | Journalist | 20324.355 | 3 | 4 | 7 | 3 | 14 | 8 | 10.81 | 4.0 | Good | 1396.07 | 25.044059 | No | 36.933003 | 143.630949 | Low_spent_Large_value_payments | 259.805673 | Standard | 0 |
54 | Scientist | 26693.060 | 7 | 5 | 6 | 4 | 13 | 20 | 10.72 | 6.0 | Standard | 592.33 | 32.414174 | No | 53.254643 | 117.298955 | Low_spent_Small_value_payments | 363.188569 | Poor | 261 |
47 | Scientist | 78749.900 | 0 | 5 | 5 | 2 | 10 | 4 | 1.17 | 4.0 | Good | 807.52 | 32.534604 | No | 129.554089 | 422.334678 | Low_spent_Large_value_payments | 361.460399 | Good | 258 |
27 | Journalist | 86210.790 | 8 | 7 | 12 | 0 | 28 | 12 | 3.96 | 2.0 | Standard | 587.61 | 27.231057 | No | 0.000000 | 52.645912 | High_spent_Large_value_payments | 901.577338 | Standard | 373 |
51 | Musician | 34640.230 | 6 | 4 | 10 | 1 | 12 | 7 | 13.10 | 2.0 | Standard | 714.20 | 28.703119 | Yes | 26.838084 | 324.932116 | Low_spent_Small_value_payments | 227.998383 | Standard | 266 |
50 | Accountant | 67691.120 | 5 | 3 | 1 | 1 | 5 | 5 | 0.23 | 0.0 | Good | 176.43 | 32.140552 | No | 34.987237 | 131.497291 | High_spent_Large_value_payments | 643.608139 | Standard | 0 |
41 | Entrepreneur | 32265.260 | 4 | 4 | 18 | 4 | 18 | 6 | 13.17 | 4.0 | Standard | 105.11 | 35.228947 | NM | 64.446336 | 289.052960 | Low_spent_Small_value_payments | 203.877871 | Standard | 244 |
55 | Doctor | 49217.680 | 7 | 3 | 5 | 0 | 18 | 11 | 9.88 | 5.0 | Standard | 1140.58 | 37.266689 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 554.488263 | Standard | 214 |
40 | Manager | 26738.260 | 7 | 6 | 20 | 6 | 10 | 13 | 18.85 | 11.0 | Standard | 828.93 | 39.768009 | Yes | 86.263356 | 86.657485 | Low_spent_Large_value_payments | 302.897992 | Poor | 77 |
39 | Musician | 21275.220 | 5 | 3 | 5 | 3 | 8 | 22 | 8.83 | 8.0 | Standard | 609.41 | 27.015018 | Yes | 39.005167 | 73.605583 | High_spent_Small_value_payments | 313.982750 | Poor | 71 |
28 | Doctor | 33999.480 | 8 | 3 | 20 | 0 | 31 | 10 | 17.08 | 6.0 | Standard | 1373.82 | 30.972166 | Yes | 0.000000 | 245.421316 | Low_spent_Medium_value_payments | 307.607684 | Standard | 254 |
43 | Developer | 132387.520 | 3 | 5 | 5 | 2 | 4 | 0 | 8.95 | 2.0 | Good | 361.08 | 30.405524 | No | 145.650758 | 71.199004 | High_spent_Large_value_payments | 1107.579571 | Standard | 352 |
46 | Doctor | 75408.440 | 0 | 1 | 6 | 3 | 11 | 5 | 3.43 | 9.0 | Good | 1487.63 | 26.687592 | NM | 102.566178 | 126.278498 | High_spent_Large_value_payments | 651.458990 | Good | 0 |
39 | Manager | 42619.920 | 5 | 3 | 20 | 1 | 9 | 21 | 3.03 | 2.0 | Standard | 124.55 | 31.289659 | Yes | 30.698756 | 72.025607 | High_spent_Medium_value_payments | 510.341637 | Standard | 0 |
26 | Engineer | 16128.395 | 7 | 3 | 10 | 3 | 27 | 14 | 12.54 | 7.0 | Standard | 1212.99 | 26.011664 | Yes | 36.344052 | 61.597440 | Low_spent_Medium_value_payments | 308.461800 | Standard | 201 |
48 | Musician | 62953.620 | 3 | 7 | 1 | 0 | 6 | 12 | 3.48 | 4.0 | Good | 437.90 | 31.055153 | No | 0.000000 | 56.365337 | High_spent_Large_value_payments | 691.948163 | Good | 220 |
27 | Teacher | 77874.090 | 8 | 3 | 16 | 2 | 23 | 21 | 12.77 | 12.0 | Standard | 127.88 | 41.118722 | Yes | 99.667727 | 416.349741 | Low_spent_Small_value_payments | 424.233282 | Standard | 361 |
38 | Manager | 15319.650 | 6 | 7 | 15 | 4 | 54 | 16 | 0.00 | 6.0 | Bad | 1453.61 | 34.243058 | Yes | 28.182033 | 0.000000 | High_spent_Large_value_payments | 348.088383 | Standard | 132 |
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