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ID | Описание | Дата |
---|---|---|
adcd09ec-d73e-4b81-955e-b8a12733565f | innovate revolutionary web services | 1989-01-02 |
5671fbc4-2852-494a-9be3-1c7ee3b5cacd | implement B2C initiatives | 1983-01-07 |
0e6bcf18-2ea4-4b85-9479-bdc52300a31e | architect seamless action-items | 1978-01-24 |
cd5f84e3-8449-405f-ba24-556f9e257894 | facilitate revolutionary niches | 2002-11-23 |
d262e7b5-037a-4e98-b97b-dd55c4214647 | embrace efficient relationships | 2005-05-03 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45 | Musician | 132537.24 | 3 | 2 | 12 | 1 | 12 | 1 | 0.69 | 1.0 | Good | 382.04 | 44.604220 | No | 60.510150 | 210.350125 | High_spent_Large_value_payments | 1052.316725 | Good | 353 |
54 | Engineer | 41821.27 | 5 | 4 | 11 | 2 | 1 | 11 | 9.45 | 0.0 | Good | 791.51 | 30.719551 | NM | 63.237241 | 158.158033 | High_spent_Small_value_payments | 381.615309 | Good | 309 |
27 | Entrepreneur | 29901.97 | 3 | 4 | 7 | 2 | 12 | 0 | 1.07 | 1.0 | Good | 319.85 | 35.953859 | No | 42.434309 | 151.599499 | Low_spent_Small_value_payments | 342.249276 | Poor | 263 |
22 | Manager | 39992.36 | 6 | 3 | 16 | 7 | 11 | 11 | 17.06 | 11.0 | Standard | 701.68 | 31.655447 | Yes | 154.525211 | 55.270340 | High_spent_Medium_value_payments | 370.574115 | Standard | 119 |
45 | Engineer | 8053.37 | 6 | 5 | 6 | 5 | 14 | 19 | 12.10 | 7.0 | Standard | 886.98 | 25.452778 | Yes | 18.949117 | 54.071734 | Low_spent_Small_value_payments | 282.590565 | Standard | 132 |
37 | Lawyer | 12714.98 | 4 | 6 | 5 | 4 | 15 | 23 | 7.71 | 2.0 | Standard | 1154.56 | 32.554943 | No | 22.197530 | 25.633336 | Low_spent_Large_value_payments | 320.127301 | Standard | 266 |
36 | Entrepreneur | 41772.18 | 4 | 4 | 13 | 4 | 17 | 18 | 13.50 | 8.0 | Standard | 1383.84 | 28.501316 | Yes | 119.088055 | 327.591115 | Low_spent_Small_value_payments | 179.822331 | Standard | 0 |
37 | Teacher | 85280.88 | 3 | 3 | 2 | 0 | 7 | 6 | 1.89 | 3.0 | Good | 825.18 | 32.490834 | No | 0.000000 | 173.340165 | High_spent_Large_value_payments | 751.333835 | Good | 354 |
56 | Lawyer | 32937.83 | 8 | 6 | 11 | 4 | 20 | 15 | 4.95 | 0.0 | Standard | 134.09 | 30.766740 | No | 79.585709 | 55.697532 | High_spent_Medium_value_payments | 366.698676 | Standard | 214 |
27 | Manager | 65017.26 | 5 | 7 | 12 | 4 | 10 | 9 | 7.10 | 5.0 | Standard | 978.14 | 34.111630 | No | 168.391906 | 266.026670 | High_spent_Small_value_payments | 350.391925 | Standard | 376 |
26 | Doctor | 21508.72 | 1 | 4 | 6 | 0 | 29 | 11 | 0.86 | 2.0 | Good | 1074.99 | 24.933888 | No | 0.000000 | 243.048006 | Low_spent_Small_value_payments | 236.791328 | Poor | 340 |
26 | Engineer | 21613.57 | 4 | 7 | 18 | 7 | 26 | 11 | 18.42 | 5.0 | Standard | 878.38 | 29.343216 | Yes | 99.974141 | 46.682762 | High_spent_Medium_value_payments | 274.956180 | Standard | 170 |
21 | Manager | 14403.86 | 4 | 4 | 13 | 0 | 29 | 9 | 5.08 | 4.0 | Standard | 1431.62 | 26.228477 | NM | 0.000000 | 130.605951 | Low_spent_Small_value_payments | 262.626216 | Standard | 377 |
18 | Engineer | 164861.36 | 4 | 3 | 11 | 0 | 6 | 0 | 6.83 | 1.0 | Good | 455.55 | 37.147625 | No | 0.000000 | 126.214014 | High_spent_Large_value_payments | 1459.930653 | Standard | 0 |
36 | Mechanic | 18910.83 | 1 | 4 | 7 | 0 | 27 | 8 | 2.88 | 3.0 | Good | 912.67 | 33.929385 | No | 0.000000 | 87.025388 | Low_spent_Large_value_payments | 343.964862 | Poor | 298 |
38 | Entrepreneur | 71111.10 | 8 | 6 | 14 | 2 | 30 | 16 | 12.14 | 9.0 | Standard | 1085.48 | 30.820916 | Yes | 80.104390 | 207.277155 | Low_spent_Medium_value_payments | 604.010955 | Standard | 127 |
50 | Engineer | 72790.92 | 3 | 5 | 5 | 4 | 9 | 10 | 3.89 | 0.0 | Good | 702.65 | 30.718599 | No | 157.304156 | 115.653001 | High_spent_Large_value_payments | 575.833843 | Standard | 0 |
28 | Media_Manager | 69194.98 | 3 | 4 | 16 | 0 | 23 | 11 | 14.43 | 10.0 | Standard | 911.82 | 27.927125 | Yes | 0.000000 | 171.388820 | High_spent_Medium_value_payments | 644.336013 | Standard | 232 |
33 | Teacher | 93704.19 | 3 | 4 | 20 | 2 | 26 | 15 | 19.21 | 5.0 | Standard | 1194.35 | 41.642846 | Yes | 88.939271 | 79.356881 | High_spent_Large_value_payments | 862.272098 | Standard | 0 |
49 | Journalist | 14528.37 | 3 | 5 | 10 | 2 | 14 | 2 | 5.50 | 5.0 | Good | 254.83 | 34.491134 | NM | 21.081389 | 122.711856 | Low_spent_Medium_value_payments | 274.776504 | Good | 356 |
55 | Architect | 22283.07 | 4 | 4 | 17 | 3 | 24 | 17 | 17.56 | 1.0 | Standard | 160.38 | 34.991446 | Yes | 52.135736 | 105.912196 | Low_spent_Medium_value_payments | 315.344317 | Standard | 257 |
19 | Accountant | 177696.92 | 5 | 5 | 9 | 1 | 13 | 12 | 11.50 | 7.0 | Good | 1182.91 | 35.080063 | No | 74.732590 | 1283.649824 | Low_spent_Medium_value_payments | 430.625253 | Standard | 310 |
33 | Developer | 117827.22 | 1 | 1 | 5 | 2 | 15 | 8 | 10.37 | 5.0 | Good | 1470.72 | 34.107794 | No | 120.238504 | 594.460014 | Low_spent_Small_value_payments | 543.794982 | Standard | 234 |
24 | Journalist | 71172.68 | 4 | 5 | 11 | 2 | 20 | 20 | 1.32 | 1.0 | Good | 193.48 | 33.832123 | No | 94.035221 | 221.814046 | Low_spent_Small_value_payments | 542.656400 | Standard | 318 |
52 | Scientist | 24376.73 | 7 | 4 | 9 | 1 | 24 | 5 | 12.90 | 6.0 | Standard | 1125.30 | 26.631074 | Yes | 18.305190 | 121.502290 | Low_spent_Large_value_payments | 322.831937 | Standard | 199 |
30 | Developer | 73052.94 | 4 | 4 | 14 | 2 | 25 | 10 | 1.93 | 3.0 | Standard | 583.73 | 31.355624 | NM | 64.603937 | 314.847681 | Low_spent_Small_value_payments | 501.522882 | Standard | 317 |
24 | Developer | 54000.90 | 4 | 5 | 14 | 2 | 30 | 13 | 3.28 | 3.0 | Standard | 1105.99 | 28.406647 | NM | 78.812017 | 0.000000 | High_spent_Medium_value_payments | 512.863604 | Standard | 293 |
16 | Accountant | 120015.52 | 7 | 7 | 14 | 2 | 15 | 0 | 7.88 | 7.0 | Standard | 1236.14 | 25.602507 | Yes | 155.501023 | 907.008622 | Low_spent_Medium_value_payments | 238.319688 | Standard | 255 |
39 | Scientist | 89126.25 | 4 | 5 | 19 | 2 | 7 | 19 | 15.80 | 8.0 | Standard | 631.58 | 35.616741 | Yes | 125.293142 | 477.538507 | High_spent_Small_value_payments | 424.687101 | Standard | 215 |
19 | Manager | 36398.14 | 5 | 7 | 4 | 1 | 6 | 12 | 4.08 | 4.0 | Good | 248.38 | 34.932277 | No | 19.498619 | 161.316530 | Low_spent_Large_value_payments | 384.602684 | Standard | 209 |
29 | Media_Manager | 85677.30 | 1 | 5 | 8 | 1 | 9 | 2 | 8.66 | 2.0 | Good | 415.77 | 24.763558 | No | 49.672081 | 0.000000 | High_spent_Medium_value_payments | 701.988682 | Standard | 357 |
33 | Entrepreneur | 41329.56 | 2 | 3 | 7 | 1 | 2 | 10 | 6.66 | 2.0 | Good | 1245.01 | 30.657718 | No | 20.553577 | 196.841110 | High_spent_Small_value_payments | 384.718314 | Good | 282 |
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