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ID | Описание | Дата |
---|---|---|
71a44262-5ab9-4511-b37e-820dac567ef0 | unleash user-centric ROI | 1999-08-30 |
44c38145-680d-4054-be05-351bc0beb4fe | maximize magnetic mindshare | 1987-11-25 |
3b3a57bc-96f7-46f3-961a-b9289518c980 | utilize strategic content | 1970-08-24 |
668acf66-61f0-4969-97c1-f9207a125277 | repurpose real-time action-items | 1996-07-22 |
7be15161-d1fa-4b16-8097-06ba78cae675 | iterate cross-media relationships | 2001-10-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Accountant | 116594.910 | 5 | 6 | 10 | 2 | 10 | 1 | 8.47 | 0.0 | Good | 1124.02 | 35.217049 | No | 171.077024 | 410.266146 | High_spent_Medium_value_payments | 652.281080 | Poor | 351 |
25 | Engineer | 42021.700 | 8 | 7 | 3 | 4 | 19 | 12 | 10.93 | 4.0 | Standard | 271.56 | 29.900066 | No | 109.017338 | 228.850429 | Low_spent_Small_value_payments | 290.813066 | Standard | 278 |
30 | Architect | 16154.250 | 8 | 8 | 29 | 5 | 31 | 20 | 4.80 | 10.0 | Bad | 1426.76 | 28.556155 | NM | 33.767386 | 47.677155 | Low_spent_Small_value_payments | 335.874209 | Poor | 0 |
50 | Engineer | 89666.880 | 6 | 6 | 12 | 4 | 21 | 0 | 10.52 | 6.0 | Standard | 1155.94 | 31.576557 | Yes | 174.861696 | 84.322138 | High_spent_Medium_value_payments | 721.740166 | Standard | 320 |
30 | Lawyer | 7084.365 | 6 | 6 | 27 | 7 | 25 | 16 | 17.30 | 4.0 | Standard | 1293.67 | 30.193319 | Yes | 26.758124 | 43.713274 | Low_spent_Small_value_payments | 290.564977 | Poor | 68 |
53 | Teacher | 17572.150 | 3 | 5 | 18 | 4 | 20 | 11 | 15.71 | 4.0 | Standard | 116.02 | 26.098223 | Yes | 37.222586 | 108.373837 | High_spent_Small_value_payments | 271.938160 | Standard | 211 |
26 | Mechanic | 9127.260 | 7 | 9 | 26 | 2 | 37 | 0 | 1.65 | 12.0 | Bad | 1399.89 | 29.349579 | Yes | 12.881162 | 18.263667 | High_spent_Large_value_payments | 308.015671 | Standard | 102 |
25 | Accountant | 66176.670 | 8 | 6 | 19 | 2 | 20 | 17 | 10.40 | 5.0 | Standard | 750.37 | 27.383556 | No | 78.209360 | 124.788302 | High_spent_Medium_value_payments | 627.974589 | Standard | 248 |
33 | Writer | 27694.660 | 7 | 4 | 10 | 2 | 30 | 20 | 6.69 | 5.0 | Standard | 1376.27 | 26.129678 | Yes | 45.375314 | 98.103159 | High_spent_Medium_value_payments | 355.610360 | Standard | 296 |
20 | Scientist | 17574.745 | 4 | 3 | 7 | 3 | 24 | 9 | 11.26 | 6.0 | Standard | 766.72 | 28.285770 | NM | 27.025179 | 25.138656 | High_spent_Medium_value_payments | 332.292373 | Standard | 0 |
21 | Lawyer | 77818.980 | 5 | 6 | 8 | 4 | 6 | 15 | 11.86 | 4.0 | Standard | 1066.38 | 26.773433 | Yes | 143.185801 | 633.381285 | Low_spent_Small_value_payments | 170.824414 | Standard | 271 |
30 | Manager | 38861.720 | 4 | 5 | 11 | 1 | 10 | 0 | 3.83 | 4.0 | Good | 107.29 | 32.935030 | No | 26.069204 | 303.271694 | Low_spent_Small_value_payments | 311.806769 | Good | 373 |
38 | Accountant | 138715.040 | 5 | 3 | 15 | 1 | 29 | 17 | 14.11 | 2.0 | Standard | 551.75 | 35.933102 | Yes | 71.746420 | 258.329745 | High_spent_Large_value_payments | 1094.082501 | Standard | 252 |
28 | Developer | 11719968.000 | 2 | 5 | 10 | 4 | 13 | 8 | 7.14 | 0.0 | Good | 852.62 | 25.788050 | No | 167.287915 | 47.433307 | High_spent_Large_value_payments | 637.147612 | Standard | 194 |
29 | Journalist | 42316.400 | 7 | 4 | 15 | 2 | 21 | 0 | 14.59 | 1.0 | Standard | 1188.10 | 31.041113 | Yes | 53.584504 | 274.465645 | Low_spent_Large_value_payments | 304.686518 | Standard | 268 |
18 | Doctor | 25994.560 | 5 | 5 | 12 | 1 | 16 | 17 | 7.53 | 2.0 | Good | 1182.14 | 41.705722 | No | 21.384873 | 47.447202 | High_spent_Large_value_payments | 406.089258 | Poor | 385 |
30 | Entrepreneur | 61783.380 | 3 | 7 | 11 | 3 | 8 | 7 | 11.35 | 3.0 | Good | 1385.21 | 36.562059 | No | 87.124724 | 0.000000 | High_spent_Small_value_payments | 615.467325 | Standard | 303 |
48 | Entrepreneur | 20849.950 | 8 | 3 | 7 | 1 | 20 | 20 | 4.83 | 2.0 | Standard | 327.77 | 29.316493 | No | 9.060349 | 135.356861 | Low_spent_Small_value_payments | 340.732373 | Standard | 330 |
25 | Lawyer | 14646.280 | 6 | 3 | 17 | 6 | 21 | 20 | 8.96 | 9.0 | Standard | 522.36 | 25.720290 | Yes | 45.649894 | 65.861534 | Low_spent_Small_value_payments | 297.140905 | Poor | 199 |
32 | Engineer | 48305.180 | 8 | 7 | 7 | 2 | 22 | 15 | 1.19 | 0.0 | Standard | 1410.73 | 33.035050 | Yes | 42.222706 | 141.281947 | High_spent_Medium_value_payments | 497.938514 | Standard | 264 |
21 | Lawyer | 11183.865 | 8 | 7 | 5 | 4 | 16 | 6 | 0.59 | 3.0 | Good | 304.50 | 29.699914 | NM | 31.610868 | 79.556877 | Low_spent_Small_value_payments | 285.531129 | Standard | 303 |
37 | Mechanic | 43825.160 | 2 | 5 | 9 | 0 | 15 | 11 | 5.37 | 0.0 | Good | 445.91 | 29.057390 | No | 0.000000 | 329.362576 | Low_spent_Large_value_payments | 325.847091 | Good | 357 |
28 | Writer | 36320.130 | 7 | 6 | 5 | 4 | 17 | 13 | 6.71 | 0.0 | Standard | 759.44 | 36.502421 | No | 106.813070 | 185.470581 | Low_spent_Medium_value_payments | 314.884099 | Standard | 190 |
53 | Scientist | 85023.900 | 2 | 7 | 7 | 2 | 27 | 9 | 4.38 | 8.0 | Good | 1342.78 | 35.418264 | NM | 130.980139 | 138.646010 | High_spent_Medium_value_payments | 691.306351 | Poor | 401 |
32 | Teacher | 165798.200 | 2 | 5 | 5 | 1 | 14 | 12 | 3.71 | 5.0 | Good | 1022.71 | 48.199824 | No | 117.176255 | 293.623814 | High_spent_Medium_value_payments | 1249.651597 | Standard | 220 |
26 | Entrepreneur | 37754.780 | 2 | 6 | 8 | 1 | 17 | 6 | 1.13 | 3.0 | Good | 1120.55 | 33.230828 | No | 26.562331 | 65.397042 | High_spent_Medium_value_payments | 497.563793 | Poor | 346 |
34 | Musician | 56500.700 | 2 | 3 | 4 | 2 | 12 | 2 | 7.86 | 3.0 | Good | 991.98 | 34.069159 | No | 79.011419 | 141.235803 | High_spent_Medium_value_payments | 506.291944 | Standard | 390 |
47 | Writer | 18444.925 | 1 | 3 | 7 | 0 | 9 | 2 | 11.96 | 4.0 | Good | 1219.01 | 34.386714 | NM | 0.000000 | 176.830505 | Low_spent_Small_value_payments | 262.877203 | Poor | 371 |
52 | Engineer | 21270.790 | 6 | 6 | 9 | 4 | 23 | 0 | 11.62 | 6.0 | Standard | 782.15 | 35.237041 | Yes | 48.481182 | 141.056384 | Low_spent_Medium_value_payments | 239.019018 | Standard | 203 |
21 | Media_Manager | 10486.200 | 6 | 6 | 6 | 3 | 21 | 13 | 9.79 | 4.0 | Standard | 1001.56 | 29.351628 | Yes | 20.783883 | 50.346256 | Low_spent_Small_value_payments | 278.154861 | Standard | 97 |
29 | Doctor | 13672.200 | 7 | 5 | 13 | 1 | 28 | 18 | 12.12 | 8.0 | Standard | 1419.68 | 28.049928 | Yes | 10.260200 | 98.324461 | Low_spent_Small_value_payments | 300.450339 | Standard | 398 |
47 | Scientist | 39362.030 | 0 | 3 | 10 | 4 | 13 | 7 | 10.03 | 8.0 | Good | 1283.75 | 30.721806 | No | 121.773702 | 317.662287 | Low_spent_Small_value_payments | 199.080928 | Good | 328 |
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