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ID | Описание | Дата |
---|---|---|
5707e662-5314-4bc1-85fe-7953c0c279ae | incubate intuitive web services | 2022-07-18 |
df913027-a8a0-41b5-82fa-36d89111e207 | whiteboard frictionless convergence | 2013-07-13 |
e7445366-2411-45ad-802c-ded4ec3e5d17 | deploy web-enabled solutions | 2018-05-01 |
19106430-b16f-4482-b562-3353f955de62 | deploy user-centric technologies | 2019-12-04 |
073a3b1f-7d95-41d5-970d-5e090eff96fa | unleash clicks-and-mortar mindshare | 1981-12-22 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Teacher | 134810.130 | 5 | 7 | 6 | 2 | 2 | 1 | 12.54 | 9.0 | Good | 744.97 | 38.924423 | No | 199.842098 | 279.636377 | High_spent_Medium_value_payments | 870.339275 | Standard | 390 |
50 | Accountant | 83503.120 | 1 | 4 | 1 | 2 | 16 | 11 | 0.00 | 5.0 | Good | 796.88 | 37.563806 | No | 72.097433 | 380.532200 | High_spent_Small_value_payments | 512.629700 | Good | 335 |
29 | Scientist | 34107.420 | 8 | 5 | 17 | 2 | 15 | 0 | 0.00 | 7.0 | Standard | 884.77 | 25.552869 | Yes | 44.538555 | 0.000000 | Low_spent_Small_value_payments | 321.261371 | Standard | 206 |
31 | Engineer | 60348.920 | 6 | 6 | 13 | 2 | 8 | 19 | 8.53 | 1.0 | Standard | 1134.80 | 36.143919 | Yes | 84.780384 | 141.807805 | High_spent_Medium_value_payments | 547.919478 | Standard | 185 |
42 | Doctor | 90429.990 | 0 | 2 | 10 | 1 | 0 | 2 | 2.25 | 4.0 | Good | 1127.26 | 27.638722 | NM | 42.688001 | 161.758559 | High_spent_Large_value_payments | 771.936690 | Good | 373 |
22 | Developer | 23520.690 | 7 | 7 | 6 | 7 | 31 | 10 | 8.21 | 6.0 | Standard | 1235.31 | 40.414985 | Yes | 85.374591 | 33.706226 | High_spent_Large_value_payments | 295.524933 | Good | 124 |
22 | Architect | 72757.260 | 2 | 2 | 4 | 0 | 9 | 0 | 5.65 | 2.0 | Good | 522.38 | 39.006326 | No | 0.000000 | 128.641802 | High_spent_Medium_value_payments | 702.968698 | Standard | 274 |
19 | Manager | 57994.960 | 3 | 5 | 1 | 2 | 5 | 0 | 9.56 | 2.0 | Good | 1096.70 | 41.045561 | No | 92.471440 | 136.799571 | High_spent_Small_value_payments | 496.120322 | Standard | 221 |
18 | Developer | 103943.000 | 5 | 6 | 11 | 2 | 9 | 12 | 8.21 | 5.0 | Standard | 1363.40 | 27.959683 | Yes | 113.998287 | 322.927693 | Low_spent_Medium_value_payments | 724.365687 | Standard | 353 |
36 | Developer | 10143.890 | 4 | 7 | 14 | 3 | 29 | 19 | 9.67 | 12.0 | Standard | 1083.92 | 28.504869 | Yes | 22.886533 | 24.437123 | High_spent_Small_value_payments | 281.108760 | Good | 245 |
45 | Accountant | 70566.820 | 8 | 6 | 14 | 1 | 30 | 13 | 12.43 | 0.0 | Standard | 1256.67 | 33.583639 | Yes | 30.093714 | 70.500576 | High_spent_Medium_value_payments | 756.462543 | Poor | 245 |
26 | Accountant | 30536.260 | 4 | 1 | 7 | 0 | 2 | 12 | 6.24 | 3.0 | Good | 457.32 | 38.380091 | NM | 0.000000 | 71.359420 | High_spent_Medium_value_payments | 448.409413 | Good | 383 |
37 | Engineer | 17955.380 | 3 | 7 | 3 | 1 | 3 | 0 | 8.50 | 2.0 | Good | 153.48 | 28.606683 | No | 12.115803 | 118.373540 | Low_spent_Small_value_payments | 302.338824 | Good | 0 |
31 | Mechanic | 59393.360 | 8 | 5 | 15 | 0 | 4 | 15 | 19.61 | 7.0 | Standard | 1046.68 | 35.554419 | Yes | 0.000000 | 228.478182 | Low_spent_Small_value_payments | 548.566485 | Standard | 248 |
51 | Media_Manager | 20199.460 | 3 | 3 | 6 | 4 | 8 | 5 | 8.56 | 2.0 | Good | 1357.95 | 35.679931 | No | 60.042792 | 0.000000 | High_spent_Small_value_payments | 315.077069 | Good | 239 |
51 | Media_Manager | 21662.395 | 3 | 5 | 1 | 1 | 10 | 11 | 2.27 | 1.0 | Good | 646.77 | 24.067138 | No | 12.841272 | 53.848683 | High_spent_Medium_value_payments | 344.930004 | Poor | 190 |
21 | Entrepreneur | 14184.330 | 6 | 7 | 17 | 0 | 9 | 12 | 3.71 | 1.0 | Standard | 1146.79 | 34.528723 | NM | 0.000000 | 23.949468 | High_spent_Small_value_payments | 328.153282 | Standard | 266 |
16 | Doctor | 13139.385 | 8 | 6 | 10 | 3 | 7 | 13 | 13.94 | 7.0 | Standard | 1181.10 | 25.128990 | Yes | 31.095873 | 86.883701 | Low_spent_Medium_value_payments | 274.715301 | Standard | 292 |
49 | Lawyer | 30912.860 | 1 | 1 | 10 | 1 | 4 | 0 | 5.12 | 1.0 | Good | 834.22 | 33.326104 | No | 25.488996 | 47.848087 | High_spent_Large_value_payments | 401.770084 | Good | 0 |
41 | Scientist | 42121.920 | 4 | 5 | 7 | 3 | 10 | 1 | 11.15 | 0.0 | Good | 165.17 | 22.804634 | No | 89.251932 | 154.751661 | High_spent_Small_value_payments | 366.012407 | Good | 197 |
27 | Journalist | 46951.020 | 7 | 4 | 16 | 0 | 9 | 9 | 19.83 | 9.0 | Standard | 340.22 | 36.463614 | Yes | 0.000000 | 278.843451 | Low_spent_Small_value_payments | 383.715049 | Standard | 252 |
35 | Accountant | 34087.650 | 5 | 3 | 8 | 3 | 32 | 14 | 17.70 | 6.0 | Standard | 720.66 | 24.583815 | Yes | 83.614864 | 43.019499 | High_spent_Large_value_payments | 403.429387 | Standard | 232 |
50 | Engineer | 76325.670 | 5 | 4 | 17 | 4 | 14 | 9 | 7.37 | 4.0 | Standard | 1392.95 | 33.514246 | Yes | 148.616044 | 60.945971 | High_spent_Large_value_payments | 694.885235 | Standard | 0 |
29 | Musician | 12731.780 | 6 | 5 | 8 | 0 | 16 | 12 | 16.00 | 2.0 | Standard | 80.09 | 25.164203 | NM | 0.000000 | 80.486494 | Low_spent_Large_value_payments | 314.211673 | Standard | 195 |
37 | Scientist | 14829.170 | 4 | 4 | 12 | 2 | 10 | 17 | 7.07 | 7.0 | Standard | 300.47 | 31.050954 | Yes | 17.935000 | 45.584728 | Low_spent_Small_value_payments | 329.856689 | Standard | 220 |
44 | Teacher | 20397.855 | 1 | 3 | 8 | 1 | 18 | 3 | 9.04 | 6.0 | Good | 961.39 | 34.934879 | No | 9.816434 | 78.673845 | Low_spent_Small_value_payments | 370.591846 | Poor | 265 |
28 | Musician | 81623.130 | 4 | 4 | 8 | 2 | 23 | 20 | 9.01 | 6.0 | Standard | 1160.88 | 37.803971 | Yes | 91.190300 | 168.600641 | High_spent_Medium_value_payments | 679.001809 | Standard | 185 |
15 | Manager | 35916.150 | 7 | 6 | 11 | 2 | 20 | 15 | 17.59 | 8.0 | Standard | 1426.14 | 23.346026 | Yes | 49.898134 | 0.000000 | Low_spent_Small_value_payments | 240.606002 | Standard | 0 |
19 | Architect | 34361.320 | 3 | 4 | 11 | 3 | 9 | 0 | 13.36 | 6.0 | Standard | 654.33 | 30.472055 | NM | 57.043111 | 107.595889 | High_spent_Small_value_payments | 367.505333 | Standard | 278 |
19 | Musician | 18784.375 | 5 | 4 | 5 | 1 | 11 | 10 | 11.08 | 0.0 | Good | 55.20 | 34.894468 | NM | 11.689078 | 69.897918 | Low_spent_Small_value_payments | 365.849463 | Standard | 294 |
53 | Accountant | 16252.910 | 1 | 5 | 4 | 2 | 15 | 12 | 3.29 | 0.0 | Good | 1484.51 | 38.791827 | No | 19.653527 | 177.583487 | Low_spent_Small_value_payments | 251.203902 | Good | 393 |
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