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ID | Описание | Дата |
---|---|---|
4f8d9b7b-3039-476c-9874-4eb20d9adcb0 | syndicate strategic e-business | 1991-05-25 |
c0c4a0ae-412c-48ba-ab1c-cba380408b04 | synergize enterprise solutions | 2020-01-16 |
7348e952-cb91-4d4f-b804-bf17c6f55b10 | matrix distributed architectures | 2010-07-15 |
b93fe4f2-54f7-4af4-9fa9-d3c72e6b74cb | scale virtual networks | 2004-12-20 |
c4851d74-05b9-4958-93a4-71f58cffec46 | visualize bleeding-edge e-tailers | 2003-01-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Architect | 31732.610 | 4 | 4 | 1 | 4 | 30 | 10 | 3.37 | 4.0 | Good | 1404.06 | 33.709875 | No | 100.915408 | 255.969148 | Low_spent_Medium_value_payments | 213.053861 | Poor | 364 |
50 | Musician | 18268.610 | 3 | 4 | 6 | 4 | 24 | 11 | 11.05 | 3.0 | Standard | 393.05 | 23.841750 | Yes | 42.078776 | 52.656861 | High_spent_Medium_value_payments | 287.002780 | Good | 307 |
27 | Mechanic | 55229.640 | 5 | 4 | 5 | 4 | 25 | 14 | 7.42 | 4.0 | Standard | 590.30 | 37.035481 | No | 124.495827 | 97.873239 | High_spent_Large_value_payments | 500.977935 | Standard | 349 |
16 | Engineer | 83075.640 | 6 | 4 | 16 | 1 | 24 | 12 | 18.49 | 5.0 | Standard | 1466.97 | 36.346863 | Yes | 56.763754 | 297.983561 | Low_spent_Medium_value_payments | 626.849685 | Standard | 287 |
32 | Scientist | 14924.120 | 8 | 7 | 16 | 2 | 7 | 17 | 10.80 | 7.0 | Standard | 22.71 | 23.473658 | Yes | 19.928365 | 27.925203 | High_spent_Small_value_payments | 346.914100 | Standard | 137 |
26 | Architect | 19657.560 | 4 | 3 | 15 | 2 | 26 | 13 | 8.74 | 5.0 | Standard | 1480.88 | 32.981981 | Yes | 21.240117 | 32.317533 | High_spent_Large_value_payments | 321.355349 | Standard | 74 |
34 | Architect | 13840.485 | 6 | 7 | 17 | 4 | 7 | 14 | 5.56 | 6.0 | Standard | 687.00 | 31.109599 | Yes | 35.088886 | 118.398390 | Low_spent_Small_value_payments | 241.750099 | Standard | 230 |
55 | Musician | 31049.930 | 8 | 4 | 12 | 3 | 27 | 20 | 7.01 | 4.0 | Standard | 1217.19 | 26.843082 | No | 45.802796 | 149.674665 | Low_spent_Large_value_payments | 304.171955 | Standard | 290 |
25 | Manager | 73134.060 | 5 | 4 | 12 | 4 | 28 | 12 | 4.63 | 4.0 | Standard | 382.91 | 34.688730 | No | 156.920956 | 104.830297 | High_spent_Large_value_payments | 569.599247 | Standard | 399 |
18 | Scientist | 86492.880 | 7 | 5 | 17 | 3 | 13 | 15 | 5.16 | 1.0 | Standard | 269.63 | 38.945590 | No | 172.346551 | 0.000000 | High_spent_Medium_value_payments | 659.193526 | Standard | 367 |
51 | Doctor | 110468.490 | 0 | 7 | 7 | 1 | 9 | 3 | 7.23 | 2.0 | Good | 1195.71 | 32.262331 | No | 52.458223 | 157.441773 | High_spent_Large_value_payments | 923.570753 | Good | 383 |
34 | Writer | 33765.680 | 0 | 5 | 8 | 1 | 5 | 10 | 1.27 | 1.0 | Good | 469.44 | 30.084573 | No | 22.338799 | 295.191810 | Low_spent_Small_value_payments | 225.350058 | Good | 254 |
31 | Entrepreneur | 30661.160 | 4 | 5 | 15 | 3 | 10 | 17 | 12.61 | 5.0 | Standard | 1346.55 | 39.058744 | Yes | 52.387668 | 138.060428 | Low_spent_Large_value_payments | 313.361570 | Standard | 259 |
45 | Media_Manager | 20813.980 | 3 | 7 | 12 | 7 | 17 | 15 | 12.66 | 5.0 | Standard | 720.08 | 34.387305 | Yes | 83.331237 | 47.822961 | High_spent_Small_value_payments | 277.295636 | Standard | 209 |
44 | Engineer | 66940.620 | 3 | 4 | 14 | 4 | 11 | 11 | 25.90 | 4.0 | Standard | 352.97 | 38.302384 | Yes | 164.211367 | 0.000000 | Low_spent_Small_value_payments | 435.982049 | Standard | 0 |
32 | Manager | 94609.020 | 7 | 7 | 7 | 1 | 15 | 9 | 0.00 | 6.0 | Standard | 707.52 | 41.888913 | Yes | 52.857996 | 0.000000 | High_spent_Large_value_payments | 769.701996 | Standard | 349 |
45 | Entrepreneur | 77460.200 | 4 | 7 | 25 | 2 | 23 | 11 | 15.67 | 9.0 | Standard | 1329.63 | 32.491541 | Yes | 108.818048 | 365.117607 | Low_spent_Small_value_payments | 465.466011 | Poor | 139 |
26 | Journalist | 69136.540 | 3 | 4 | 14 | 0 | 14 | 18 | 7.18 | 3.0 | Standard | 478.85 | 32.103164 | Yes | 0.000000 | 435.937002 | Low_spent_Small_value_payments | 444.300832 | Standard | 209 |
47 | Doctor | 89057.640 | 5 | 3 | 10 | 2 | 14 | 23 | 6.32 | 3.0 | Standard | 600.66 | 28.075169 | No | 75.720747 | 0.000000 | High_spent_Large_value_payments | 725.353903 | Standard | 402 |
18 | Developer | 28623.510 | 8 | 6 | 9 | 3 | 25 | 20 | 16.13 | 4.0 | Standard | 176.43 | 33.263447 | Yes | 52.944222 | 41.272270 | High_spent_Large_value_payments | 373.912758 | Standard | 78 |
18 | Media_Manager | 136399.960 | 6 | 6 | 19 | 1 | 20 | 14 | 18.31 | 7.0 | Standard | 347.51 | 34.901539 | Yes | 61.006734 | 230.521150 | High_spent_Large_value_payments | 1099.538449 | Standard | 84 |
49 | Developer | 34981.590 | 6 | 6 | 15 | 3 | 27 | 14 | 7.20 | 2.0 | Standard | 349.84 | 24.250721 | No | 59.805234 | 152.588478 | Low_spent_Large_value_payments | 327.119538 | Standard | 231 |
55 | Lawyer | 134328.900 | 2 | 4 | 8 | 0 | 8 | 7 | 3.76 | 3.0 | Good | 579.41 | 36.079519 | No | 0.000000 | 949.347942 | Low_spent_Medium_value_payments | 463.659558 | Standard | 220 |
38 | Doctor | 66554.310 | 4 | 6 | 15 | 3 | 18 | 19 | 3.12 | 5.0 | Standard | 485.70 | 34.032345 | No | 101.923115 | 401.492330 | Low_spent_Large_value_payments | 341.003805 | Standard | 224 |
23 | Scientist | 86470.840 | 3 | 4 | 20 | 0 | 17 | 0 | 10.13 | 4.0 | Standard | 211.56 | 32.169677 | Yes | 0.000000 | 335.532080 | Low_spent_Large_value_payments | 640.558254 | Standard | 347 |
34 | Architect | 21709.070 | 3 | 4 | 8 | 0 | 8 | 0 | 11.52 | 3.0 | Good | 1047.30 | 33.780513 | No | 0.000000 | 185.610495 | Low_spent_Large_value_payments | 292.198422 | Good | 290 |
46 | Manager | 110375.040 | 5 | 3 | 11 | 1 | 4 | 0 | 10.12 | 4.0 | Good | 1449.78 | 32.776341 | No | 83.074402 | 101.134748 | High_spent_Medium_value_payments | 1000.382850 | Standard | 396 |
25 | Musician | 62848.830 | 7 | 6 | 10 | 0 | 9 | 14 | 17.70 | 8.0 | Standard | 1242.93 | 29.798548 | Yes | 0.000000 | 183.841376 | High_spent_Medium_value_payments | 566.798874 | Standard | 195 |
19 | Manager | 35650.020 | 7 | 4 | 20 | 2 | 23 | 19 | 19.28 | 4.0 | Standard | 770.37 | 34.648754 | Yes | 37.827914 | 0.000000 | Low_spent_Large_value_payments | 357.267744 | Standard | 239 |
46 | Journalist | 59692.580 | 4 | 3 | 18 | 4 | 11 | 0 | 12.52 | 6.0 | Standard | 458.68 | 29.528782 | Yes | 112.390429 | 324.747889 | High_spent_Small_value_payments | 296.199849 | Standard | 220 |
54 | Accountant | 22332.370 | 8 | 4 | 12 | 1 | 30 | 21 | 4.59 | 2.0 | Good | 1154.50 | 32.402399 | No | 14.231962 | 23.663310 | High_spent_Medium_value_payments | 402.807811 | Poor | 289 |
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