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ID | Описание | Дата |
---|---|---|
46113af3-1f7a-4363-a1e9-e0be6f08d7cb | empower proactive niches | 2007-09-27 |
e60dcd0b-c3a8-4868-af58-9c34dffbd901 | reinvent web-enabled channels | 2000-03-29 |
e8516252-f025-482b-a3e7-41b97055fb98 | orchestrate user-centric channels | 1994-08-25 |
90dd2327-e90c-43e9-a980-1eddbad49ee2 | integrate leading-edge methodologies | 2006-09-11 |
f6b74a4a-4f93-4c2f-83ed-78627c744230 | deliver integrated paradigms | 1978-08-18 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
54 | Mechanic | 25020.070 | 4 | 3 | 10 | 1 | 18 | 12 | 4.10 | 3.0 | Standard | 94.75 | 37.801524 | No | 17.066281 | 22.803105 | High_spent_Medium_value_payments | 402.931197 | Standard | 262 |
21 | Media_Manager | 15399.520 | 4 | 3 | 18 | 1 | 29 | 14 | 18.03 | 2.0 | Standard | 556.93 | 28.179963 | Yes | 11.418615 | 54.565591 | High_spent_Small_value_payments | 337.845127 | Standard | 338 |
35 | Engineer | 125047.240 | 2 | 5 | 9 | 0 | 11 | 4 | 7.83 | 3.0 | Good | 1223.02 | 32.865658 | No | 0.000000 | 1106.690580 | Low_spent_Small_value_payments | 251.569753 | Standard | 329 |
32 | Doctor | 17416.750 | 5 | 6 | 12 | 4 | 11 | 10 | 10.10 | 0.0 | Good | 505.44 | 33.270460 | NM | 36.559186 | 0.000000 | High_spent_Small_value_payments | 268.984955 | Good | 362 |
19 | Lawyer | 19092.790 | 10 | 8 | 19 | 7 | 43 | 0 | 5.99 | 9.0 | Bad | 1445.08 | 37.050584 | NM | 64.616802 | 26.558684 | High_spent_Medium_value_payments | 336.931097 | Poor | 127 |
41 | Doctor | 32152.320 | 4 | 3 | 5 | 1 | 25 | 17 | 2.57 | 3.0 | Standard | 1100.76 | 29.995255 | NM | 22.751784 | 84.585933 | Low_spent_Small_value_payments | 430.198283 | Standard | 373 |
50 | Mechanic | 97010.160 | 1 | 7 | 3 | 0 | 10 | 1 | 0.71 | 4.0 | Good | 248.84 | 30.415286 | No | 0.000000 | 98.722499 | High_spent_Medium_value_payments | 969.095501 | Poor | 359 |
27 | Accountant | 30093.320 | 2 | 4 | 11 | 1 | 2 | 5 | 8.94 | 0.0 | Good | 22.88 | 30.194458 | No | 150.427634 | 163.183913 | Low_spent_Large_value_payments | 331.618398 | Standard | 320 |
38 | Writer | 55139.820 | 3 | 4 | 5 | 4 | 28 | 13 | 8.40 | 8.0 | Standard | 95.73 | 26.466955 | Yes | 110.392040 | 93.549095 | High_spent_Medium_value_payments | 516.457365 | Standard | 302 |
31 | Architect | 128494.520 | 4 | 4 | 9 | 2 | 0 | 0 | 10.33 | 3.0 | Good | 722.25 | 31.238781 | No | 176.904610 | 0.000000 | High_spent_Large_value_payments | 995.234863 | Good | 344 |
44 | Accountant | 34257.690 | 3 | 5 | 9 | 3 | 19 | 18 | 2.38 | 6.0 | Standard | 777.19 | 28.436300 | No | 50.992522 | 68.297183 | High_spent_Large_value_payments | 431.891045 | Standard | 228 |
26 | Engineer | 39123.420 | 6 | 5 | 15 | 3 | 7 | 19 | 7.47 | 5.0 | Standard | 139.77 | 37.584317 | Yes | 64.498423 | 0.000000 | Low_spent_Small_value_payments | 204.867863 | Poor | 188 |
36 | Lawyer | 12338.465 | 5 | 5 | 2 | 1 | 18 | 17 | 6.52 | 0.0 | Good | 352.92 | 33.024821 | No | 10.218511 | 27.251350 | Low_spent_Large_value_payments | 306.350681 | Poor | 381 |
26 | Engineer | 30789.350 | 5 | 4 | 7 | 4 | 5 | 0 | 2.72 | 6.0 | Good | 1106.11 | 34.632337 | No | 73.865700 | 128.498661 | Low_spent_Medium_value_payments | 351.513556 | Good | 244 |
38 | Musician | 20547.590 | 6 | 4 | 13 | 1 | 20 | 22 | 19.46 | 4.0 | Standard | 942.99 | 24.183316 | Yes | 120.245843 | 29.611966 | High_spent_Large_value_payments | 344.468685 | Standard | 211 |
29 | Architect | 32842.440 | 5 | 3 | 5 | 3 | 21 | 13 | 15.08 | 3.0 | Standard | 1399.25 | 30.057944 | Yes | 48.041551 | 24.712253 | High_spent_Large_value_payments | 457.833196 | Standard | 382 |
44 | Media_Manager | 119016.880 | 8 | 3 | 8 | 0 | 28 | 10 | 2.77 | 5.0 | Standard | 839.78 | 33.932265 | No | 0.000000 | 200.758085 | High_spent_Large_value_payments | 1031.049248 | Standard | 389 |
50 | Lawyer | 40656.600 | 0 | 6 | 7 | 1 | 20 | 9 | 1.21 | 2.0 | Good | 681.37 | 40.721013 | NM | 33.152931 | 90.581038 | High_spent_Small_value_payments | 483.471031 | Poor | 213 |
51 | Accountant | 36850.650 | 6 | 3 | 19 | 3 | 13 | 16 | 14.77 | 0.0 | Standard | 420.06 | 37.012650 | Yes | 52.517522 | 93.829267 | Low_spent_Medium_value_payments | 460.341961 | Standard | 308 |
33 | Lawyer | 59714.200 | 4 | 5 | 5 | 1 | 5 | 23 | 14.45 | 4.0 | Standard | 425.17 | 38.365636 | Yes | 27.779995 | 124.610251 | High_spent_Medium_value_payments | 611.228087 | Standard | 209 |
56 | Media_Manager | 60919.840 | 0 | 6 | 7 | 3 | 6 | 2 | 11.88 | 1.0 | Good | 1338.17 | 23.896491 | No | 145.838492 | 345.194518 | High_spent_Small_value_payments | 306.332323 | Standard | 239 |
24 | Journalist | 34570.080 | 2 | 6 | 7 | 1 | 0 | 2 | 7.63 | 3.0 | Good | 200.32 | 36.336710 | NM | 17.078007 | 72.684253 | High_spent_Medium_value_payments | 470.521740 | Standard | 232 |
45 | Architect | 80011.640 | 7 | 6 | 18 | 4 | 9 | 16 | 17.80 | 8.0 | Standard | 792.92 | 32.829385 | Yes | 154.561614 | 152.330442 | High_spent_Large_value_payments | 615.571611 | Standard | 63 |
39 | Media_Manager | 13543.805 | 6 | 2 | 18 | 3 | 12 | 19 | 13.14 | 4.0 | Standard | 929.03 | 40.940372 | Yes | 30.687932 | 28.691288 | Low_spent_Medium_value_payments | 324.185822 | Standard | 335 |
23 | Scientist | 32612.360 | 5 | 5 | 12 | 4 | 11 | 11 | 8.44 | 0.0 | Good | 809.94 | 28.563677 | No | 91.578987 | 88.694626 | High_spent_Small_value_payments | 346.796053 | Good | 0 |
49 | Manager | 22158.995 | 2 | 5 | 5 | 1 | 7 | 0 | 11.53 | 0.0 | Good | 720.06 | 32.435315 | No | 18.407981 | 210.065763 | Low_spent_Small_value_payments | 221.284547 | Good | 314 |
26 | Journalist | 25626.880 | 8 | 5 | 20 | 3 | 19 | 5 | 15.11 | 4.0 | Standard | 157.69 | 34.389103 | NM | 59.390004 | 147.831077 | High_spent_Small_value_payments | 292.036253 | Standard | 277 |
52 | Scientist | 163083.080 | 3 | 2 | 8 | 1 | 6 | 1 | 9.38 | 1.0 | Good | 799.18 | 39.886216 | No | 93.248910 | 298.391536 | High_spent_Large_value_payments | 1209.085220 | Good | 377 |
38 | Accountant | 58510.300 | 7 | 4 | 12 | 0 | 18 | 11 | 2.45 | 4.0 | Standard | 984.82 | 38.135068 | No | 0.000000 | 239.735275 | Low_spent_Medium_value_payments | 537.050558 | Standard | 212 |
37 | Musician | 68140.200 | 3 | 5 | 14 | 0 | 20 | 19 | 6.30 | 1.0 | Standard | 204.73 | 29.669577 | No | 0.000000 | 142.733069 | Low_spent_Large_value_payments | 716.401931 | Standard | 336 |
25 | Entrepreneur | 33741.620 | 6 | 6 | 12 | 5 | 27 | 19 | 17.09 | 4.0 | Standard | 1428.31 | 35.343987 | Yes | 80.269346 | 271.905780 | Low_spent_Large_value_payments | 210.205041 | Standard | 165 |
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