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ID | Описание | Дата |
---|---|---|
1905bae5-6448-4bc4-8be9-f6bfce25e4b4 | harness efficient deliverables | 1998-05-18 |
64c062a1-1e10-4a35-8d9b-898c8dd2bea5 | disintermediate efficient networks | 2007-06-06 |
43688205-0ee9-446e-b7ee-92b9da302ee6 | transition granular eyeballs | 1983-04-14 |
8fab928c-1623-4a7d-a480-fc0e704c38de | evolve innovative initiatives | 2000-04-13 |
f686ac47-ed56-48fc-93d4-b5b0de77a271 | synergize B2C web-readiness | 2019-04-13 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27 | Manager | 15013.730 | 7 | 4 | 14 | 6 | 23 | 7 | 8.22 | 5.0 | Standard | 1403.17 | 36.285182 | Yes | 51.547924 | 0.000000 | Low_spent_Small_value_payments | 279.487534 | Standard | 146 |
49 | Journalist | 140390.320 | 5 | 2 | 4 | 3 | 8 | 0 | 4.67 | 2.0 | Good | 1423.23 | 30.161173 | No | 182.160424 | 788.152269 | Low_spent_Medium_value_payments | 498.506641 | Good | 368 |
50 | Mechanic | 29097.820 | 6 | 6 | 11 | 4 | 18 | 13 | 7.79 | 1.0 | Standard | 1079.72 | 30.386844 | Yes | 82.278110 | 0.000000 | High_spent_Medium_value_payments | 376.439362 | Standard | 205 |
36 | Entrepreneur | 16474.845 | 0 | 5 | 2 | 2 | 13 | 6 | 4.17 | 4.0 | Good | 340.96 | 29.030013 | No | 19.660740 | 22.601027 | High_spent_Small_value_payments | 342.528608 | Poor | 285 |
28 | Manager | 62845.760 | 2 | 3 | 7 | 3 | 6 | 0 | 8.69 | 3.0 | Good | 463.98 | 38.245150 | No | 118.324067 | 94.426943 | High_spent_Large_value_payments | 523.863657 | Standard | 332 |
54 | Mechanic | 16168.520 | 5 | 7 | 17 | 1 | 4 | 13 | 8.65 | 3.0 | Standard | 92.04 | 29.242852 | No | 7.188037 | 39.663104 | High_spent_Small_value_payments | 364.486526 | Standard | 221 |
44 | Manager | 23973.160 | 7 | 7 | 10 | 2 | 18 | 14 | 13.07 | 11.0 | Standard | 874.39 | 41.591773 | Yes | 30.138053 | 25.318138 | High_spent_Large_value_payments | 388.220142 | Standard | 390 |
28 | Scientist | 44152.160 | 3 | 7 | 18 | 3 | 19 | 13 | 0.35 | 0.0 | Standard | 634.52 | 31.085606 | No | 107.990233 | 456.581619 | Low_spent_Small_value_payments | 108.562815 | Standard | 238 |
38 | Accountant | 11562.215 | 4 | 3 | 5 | 1 | 28 | 0 | 11.52 | 2.0 | Standard | 537.45 | 31.769772 | Yes | 4.916139 | 91.583261 | Low_spent_Small_value_payments | 291.452392 | Standard | 253 |
47 | Architect | 38690.040 | 5 | 3 | 16 | 2 | 11 | 0 | 12.39 | 3.0 | Standard | 590.94 | 26.790037 | Yes | 40.095337 | 153.393451 | Low_spent_Small_value_payments | 403.928212 | Standard | 365 |
21 | Media_Manager | 45953.940 | 3 | 7 | 14 | 3 | 17 | 15 | 7.64 | 8.0 | Standard | 1237.97 | 38.674013 | No | 92.415054 | 58.732295 | High_spent_Large_value_payments | 477.602151 | Standard | 220 |
44 | Journalist | 7885.605 | 8 | 7 | 23 | 5 | 44 | 22 | 1.64 | 12.0 | Bad | 1334.09 | 27.707916 | Yes | 30.600628 | 25.155243 | Low_spent_Medium_value_payments | 279.657504 | Poor | 116 |
23 | Lawyer | 28769.520 | 4 | 7 | 2 | 0 | 18 | 0 | 9.39 | 4.0 | Good | 413.08 | 39.052226 | No | 0.000000 | 107.173772 | High_spent_Medium_value_payments | 400.372228 | Good | 287 |
48 | Developer | 57080.220 | 6 | 4 | 3 | 3 | 6 | 9 | 0.75 | 0.0 | Good | 553.43 | 29.687496 | No | 116.530747 | 450.593276 | Low_spent_Small_value_payments | 182.744477 | Good | 273 |
39 | Teacher | 83418.180 | 0 | 4 | 6 | 1 | 17 | 0 | 4.90 | 1.0 | Good | 972.51 | 32.946857 | No | 59.583881 | 83.302508 | High_spent_Medium_value_payments | 818.465111 | Poor | 0 |
19 | Architect | 41188.920 | 2 | 6 | 3 | 4 | 14 | 3 | 3.33 | 3.0 | Good | 521.11 | 29.541808 | No | 133.147574 | 45.854169 | High_spent_Large_value_payments | 412.539257 | Good | 243 |
35 | Journalist | 16285.005 | 7 | 7 | 19 | 0 | 17 | 16 | 14.27 | 5.0 | Standard | 1329.59 | 27.566074 | Yes | 84.220880 | 85.454073 | Low_spent_Small_value_payments | 359.454302 | Standard | 207 |
53 | Architect | 429751.000 | 5 | 3 | 10 | 4 | 7 | 16 | 0.00 | 1.0 | Good | 1363.29 | 38.871456 | No | 38.072525 | 144.612151 | Low_spent_Medium_value_payments | 250.979241 | Good | 267 |
27 | Entrepreneur | 73420.920 | 4 | 5 | 8 | 2 | 4 | 1 | 10.35 | 2.0 | Good | 278.08 | 41.131584 | No | 67.044384 | 86.392785 | High_spent_Medium_value_payments | 729.903831 | Good | 369 |
53 | Mechanic | 20560.130 | 6 | 4 | 10 | 4 | 26 | 14 | 7.65 | 3.0 | Standard | 475.64 | 35.814666 | Yes | 65.432306 | 0.000000 | Low_spent_Small_value_payments | 246.697725 | Standard | 0 |
37 | Writer | 17971.000 | 7 | 3 | 7 | 3 | 27 | 10 | 11.09 | 1.0 | Good | 1282.79 | 26.212763 | No | 41.391583 | 101.028699 | Low_spent_Small_value_payments | 285.938051 | Standard | 266 |
39 | Doctor | 19200.080 | 3 | 3 | 15 | 4 | 5 | 19 | 19.49 | 8.0 | Standard | 1466.57 | 24.233974 | Yes | 54.417311 | 153.868658 | Low_spent_Small_value_payments | 249.514698 | Standard | 65 |
35 | Accountant | 35771.080 | 4 | 4 | 10 | 4 | 6 | 12 | 1.23 | 2.0 | Standard | 1081.20 | 32.448110 | Yes | 60.846216 | 316.995673 | Low_spent_Small_value_payments | 214.650445 | Standard | 343 |
34 | Developer | 22311.990 | 4 | 5 | 4 | 3 | 11 | 2 | 10.27 | 6.0 | Good | 104.09 | 22.939936 | NM | 38.235270 | 202.161927 | Low_spent_Small_value_payments | 207.336053 | Standard | 351 |
22 | Developer | 34113.610 | 0 | 6 | 5 | 0 | 3 | 2 | 4.44 | 4.0 | Good | 634.84 | 25.582171 | No | 0.000000 | 83.877421 | High_spent_Medium_value_payments | 421.402663 | Standard | 222 |
24 | Musician | 73446.680 | 3 | 7 | 10 | 1 | 9 | 3 | 10.01 | 3.0 | Good | 685.36 | 32.362627 | NM | 32.023590 | 360.025660 | Low_spent_Small_value_payments | 508.106417 | Good | 358 |
39 | Accountant | 33049.870 | 5 | 5 | 11 | 0 | 1 | 11 | 1.30 | 5.0 | Good | 692.75 | 37.159719 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 384.482842 | Poor | 248 |
28 | Doctor | 13180.990 | 5 | 4 | 12 | 4 | 13 | 15 | 9.94 | 6.0 | Standard | 1437.02 | 29.365046 | No | 37.429575 | 62.521817 | Low_spent_Medium_value_payments | 273.690192 | Good | 286 |
20 | Developer | 31819.530 | 3 | 3 | 6 | 0 | 10 | 15 | 4.67 | 4.0 | Good | 529.01 | 33.720852 | No | 0.000000 | 289.567664 | Low_spent_Small_value_payments | 241.895086 | Good | 0 |
30 | Lawyer | 62231.340 | 6 | 4 | 17 | 2 | 31 | 1422 | 4.64 | 0.0 | Standard | 551.40 | 38.897652 | No | 58.251747 | 490.420677 | Low_spent_Medium_value_payments | 232.022075 | Standard | 381 |
36 | Developer | 33841.550 | 4 | 4 | 4 | 0 | 8 | 2 | 3.01 | 4.0 | Good | 1485.95 | 39.844773 | NM | 0.000000 | 111.638732 | Low_spent_Medium_value_payments | 442.474184 | Standard | 225 |
18 | Musician | 34860.360 | 8 | 3 | 14 | 2 | 4 | 15 | 11.53 | 2.0 | Standard | 1301.87 | 38.307466 | Yes | 34.611585 | 104.532039 | High_spent_Medium_value_payments | 384.759376 | Standard | 394 |
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