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ID | Описание | Дата |
---|---|---|
914c43a6-6375-49fd-801c-a7b851b23e98 | e-enable leading-edge users | 1983-12-14 |
af4a5e6e-53c5-46bb-8341-3e4031fdb355 | expedite ubiquitous eyeballs | 2013-12-20 |
9000c80b-847d-4457-ab5c-218e5fd3a3a6 | productize holistic action-items | 1990-04-26 |
a86735d9-681c-4d18-a789-ad20f3524ef8 | scale global e-markets | 1996-12-23 |
1e0a7c9a-304d-450f-87ed-78c5587ae420 | embrace B2C convergence | 2023-07-14 |
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 | Lawyer | 135895.960 | 8 | 4 | 6 | 0 | 12 | 17 | 7.45 | 1.0 | Good | 429.77 | 34.876471 | NM | 0.000000 | 226.887046 | High_spent_Large_value_payments | 1143.579288 | Good | 221 |
32 | Media_Manager | 35836.840 | 4 | 6 | 18 | 3 | 13 | 17 | 3.66 | 1.0 | Standard | 1004.66 | 38.642977 | No | 50.906692 | 382.974673 | Low_spent_Small_value_payments | 142.658969 | Standard | 375 |
16 | Entrepreneur | 33082.870 | 5 | 3 | 12 | 4 | 17 | 16 | 14.40 | 7.0 | Standard | 576.44 | 36.416044 | Yes | 78.164907 | 114.368559 | Low_spent_Small_value_payments | 376.057118 | Standard | 228 |
32 | Writer | 14130.645 | 3 | 6 | 8 | 3 | 19 | 10 | 1.27 | 2.0 | Good | 1145.90 | 28.903274 | No | 32.556704 | 51.315289 | High_spent_Small_value_payments | 274.183382 | Standard | 377 |
42 | Journalist | 70078.820 | 7 | 6 | 13 | 2 | 10 | 9 | 1.25 | 4.0 | Standard | 1169.99 | 31.122084 | No | 71.668822 | 145.881111 | High_spent_Large_value_payments | 595.240234 | Standard | 282 |
32 | Mechanic | 43978.140 | 6 | 7 | 9 | 2 | 27 | 19 | 7.07 | 1.0 | Standard | 1102.66 | 28.475851 | Yes | 68.785100 | 101.321351 | High_spent_Medium_value_payments | 446.278049 | Standard | 0 |
24 | Mechanic | 41751.650 | 5 | 1 | 2 | 1 | 3 | 3 | 2.32 | 6.0 | Good | 279.17 | 28.030132 | No | 32.801006 | 155.728054 | High_spent_Small_value_payments | 415.701357 | Standard | 0 |
29 | Lawyer | 57421.580 | 3 | 4 | 6 | 3 | 15 | 10 | 9.89 | 3.0 | Standard | 287.31 | 25.302782 | No | 101.381563 | 88.317882 | High_spent_Small_value_payments | 522.513722 | Standard | 285 |
43 | Media_Manager | 132856.920 | 3 | 5 | 8 | 0 | 22 | 17 | 16.22 | 2.0 | Standard | 1141.68 | 43.750694 | No | 0.000000 | 92.791549 | High_spent_Large_value_payments | 1247.249451 | Standard | 228 |
27 | Accountant | 38624.060 | 0 | 5 | 11 | 4 | 6 | 10 | 4.19 | 4.0 | Good | 1394.46 | 39.719738 | NM | 78.452026 | 304.831083 | Low_spent_Medium_value_payments | 201.084058 | Good | 190 |
41 | Lawyer | 61314.120 | 0 | 3 | 8 | 3 | 4 | 2 | 1.56 | 4.0 | Good | 829.54 | 26.625398 | No | 92.421911 | 447.246992 | Low_spent_Medium_value_payments | 268.282097 | Standard | 240 |
27 | Entrepreneur | 93390.440 | 6 | 5 | 18 | 3 | 27 | 14 | 11.28 | 0.0 | Standard | 1036.26 | 39.071134 | No | 117.487162 | 276.072910 | High_spent_Medium_value_payments | 610.293595 | Standard | 216 |
45 | Musician | 71148.940 | 1 | 3 | 1 | 0 | 13 | 8 | 7.84 | 3.0 | Good | 518.43 | 27.152559 | No | 0.000000 | 167.494395 | Low_spent_Medium_value_payments | 709.713439 | Standard | 278 |
23 | Lawyer | 88752.260 | 5 | 6 | 3 | 1 | 1 | 6 | 5.02 | 8.0 | Good | 1180.26 | 37.322761 | NM | 72.524443 | 421.913413 | Low_spent_Small_value_payments | 506.464310 | Standard | 224 |
32 | Entrepreneur | 118080.400 | 5 | 3 | 11 | 1 | 18 | 13 | 8.17 | 1.0 | Standard | 1201.75 | 27.172112 | Yes | 81.485861 | 569.599872 | Low_spent_Small_value_payments | 628.817601 | Standard | 273 |
38 | Scientist | 32955.920 | 6 | 6 | 8 | 2 | 29 | 10 | 14.35 | 1.0 | Standard | 315.72 | 34.717814 | Yes | 29.865025 | 247.368708 | Low_spent_Small_value_payments | 301.798933 | Standard | 221 |
43 | Engineer | 11900.030 | 3 | 5 | 18 | 4 | 15 | 12 | 2.86 | 0.0 | Standard | 399.01 | 39.760384 | No | 35.546222 | 90.385832 | Low_spent_Medium_value_payments | 280.534863 | Standard | 229 |
20 | Accountant | 64122.840 | 7 | 6 | 29 | 4 | 30 | 24 | 11.48 | 12.0 | Bad | 1323.21 | 25.131282 | Yes | 147.069096 | 480.185222 | Low_spent_Medium_value_payments | 158.102681 | Poor | 111 |
28 | Writer | 69478.760 | 3 | 6 | 11 | 4 | 13 | 17 | 0.00 | 4.0 | Standard | 599.17 | 30.582008 | NM | 190.738976 | 231.530602 | High_spent_Medium_value_payments | 418.020088 | Standard | 322 |
15 | Media_Manager | 15629.225 | 5 | 7 | 15 | 3 | 18 | 16 | 15.21 | 6.0 | Standard | 40.87 | 39.798897 | Yes | 22.654336 | 13.678452 | High_spent_Large_value_payments | 326.210753 | Good | 299 |
30 | Teacher | 83332.880 | 4 | 6 | 20 | 0 | 20 | 17 | 11.60 | 8.0 | Standard | 292.99 | 28.142523 | Yes | 0.000000 | 102.703919 | High_spent_Large_value_payments | 804.036747 | Standard | 243 |
29 | Lawyer | 8393.960 | 5 | 5 | 32 | 2 | 14 | 19 | 18.84 | 12.0 | Standard | 1402.78 | 26.260078 | Yes | 8.025108 | 14.640307 | High_spent_Small_value_payments | 315.384252 | Poor | 172 |
30 | Architect | 44616.700 | 4 | 6 | 6 | 3 | 16 | 22 | 5.53 | 1.0 | Standard | 252.07 | 36.295689 | Yes | 109.920548 | 101.679314 | High_spent_Large_value_payments | 429.205972 | Standard | 379 |
49 | Manager | 21129.930 | 3 | 4 | 3 | 4 | 14 | 19 | 15.82 | 9.0 | Standard | 611.40 | 27.378458 | NM | 39.594951 | 248.449385 | Low_spent_Small_value_payments | 186.038414 | Standard | 190 |
46 | Lawyer | 88088.070 | 6 | 6 | 19 | 1 | 10 | 11 | 8.27 | 3.0 | Standard | 195.23 | 33.703590 | NM | 51.158467 | 93.844445 | High_spent_Large_value_payments | 819.864338 | Standard | 274 |
50 | Manager | 57462.920 | 3 | 1 | 9 | 1 | 2 | 11 | 4.08 | 0.0 | Good | 978.56 | 38.561407 | No | 40.837721 | 156.210178 | High_spent_Medium_value_payments | 506.109768 | Good | 223 |
55 | Media_Manager | 15466.055 | 7 | 7 | 17 | 2 | 19 | 7 | 11.94 | 4.0 | Standard | 883.26 | 24.400717 | Yes | 25.506237 | 25.986414 | High_spent_Large_value_payments | 327.991141 | Standard | 190 |
28 | Musician | 35349.200 | 6 | 7 | 20 | 3 | 20 | 11 | 3.57 | 1.0 | Standard | 551.36 | 24.989963 | No | 78.798274 | 197.279841 | Low_spent_Medium_value_payments | 297.998552 | Standard | 192 |
36 | Mechanic | 86032.170 | 3 | 6 | 7 | 3 | 5 | 2 | 3.07 | 1.0 | Good | 1177.47 | 27.705428 | No | 135.616640 | 66.321067 | High_spent_Large_value_payments | 756.997043 | Good | 374 |
34 | Lawyer | 14802.980 | 8 | 3 | 1 | 0 | 6 | 15 | 6.57 | 1.0 | Good | 411.39 | 27.686361 | No | 0.000000 | 124.349145 | Low_spent_Small_value_payments | 272.209022 | Good | 279 |
23 | Writer | 28742.570 | 8 | 6 | 6 | 3 | 33 | 20 | 9.63 | 4.0 | Standard | 666.08 | 29.041457 | No | 47.964013 | 109.278970 | High_spent_Small_value_payments | 358.678434 | Standard | 328 |
22 | Doctor | 93955.160 | 5 | 5 | 5 | 2 | 17 | 11 | 2.73 | 4.0 | Standard | 425.43 | 25.009610 | NM | 91.987414 | 0.000000 | Low_spent_Medium_value_payments | 316.385894 | Standard | 0 |
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