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ID | Описание | Дата |
---|---|---|
6304ebb9-2dc0-4151-a915-cf1a998e29af | exploit out-of-the-box initiatives | 2018-06-01 |
723350a9-ecf6-4eb4-86e0-dec2fd556726 | engage value-added metrics | 2008-09-09 |
822f23d3-83e0-4301-86dc-8bf32a62f34a | facilitate cross-media markets | 2007-04-27 |
3645616b-c71e-4df2-b3ac-8f666563acc9 | embrace frictionless platforms | 2008-11-25 |
97be98b7-8ffc-42a0-aa1e-1a77ad613fb2 | optimize collaborative systems | 1991-12-20 |
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 | Manager | 96275.840 | 6 | 6 | 19 | 1 | 8 | 18 | 6.94 | 1.0 | Standard | 999.36 | 30.006960 | Yes | 64.961337 | 598.246361 | Low_spent_Medium_value_payments | 426.990969 | Standard | 317 |
26 | Journalist | 145934.160 | 0 | 5 | 3 | 1 | 20 | 3 | 9.42 | 3.0 | Good | 1334.34 | 33.446339 | No | 113.516030 | 279.051338 | High_spent_Small_value_payments | 1112.050632 | Poor | 201 |
34 | Lawyer | 33616.730 | 2 | 6 | 10 | 1 | 1 | 3 | 7.73 | 9.0 | Good | 1267.26 | 38.609891 | No | 24.111850 | 135.736500 | High_spent_Small_value_payments | 382.991066 | Good | 364 |
28 | Musician | 21414.430 | 5 | 2 | 5 | 3 | 14 | 3 | 10.58 | 4.0 | Good | 39.47 | 38.139242 | No | 30.214229 | 0.000000 | Low_spent_Small_value_payments | 318.979265 | Standard | 311 |
52 | Media_Manager | 29060.320 | 8 | 5 | 9 | 4 | 11 | 15 | 15.20 | 3.0 | Standard | 865.12 | 26.958298 | No | 64.492263 | 124.169910 | Low_spent_Large_value_payments | 304.907161 | Standard | 236 |
34 | Musician | 35971.510 | 2 | 5 | 9 | 2 | 4 | 12 | 5.42 | 4.0 | Good | 1435.21 | 36.032305 | No | 42.553761 | 398.161851 | Low_spent_Small_value_payments | 146.646971 | Good | 366 |
34 | Mechanic | 70360.580 | 3 | 6 | 12 | 1 | 9 | 9 | 5.15 | 2.0 | Good | 946.96 | 34.380741 | No | 50.413668 | 273.519488 | Low_spent_Large_value_payments | 551.205010 | Standard | 214 |
55 | Developer | 23256.590 | 6 | 7 | 7 | 4 | 13 | 20 | 3.41 | 4.0 | Standard | 1216.75 | 36.659777 | Yes | 56.058768 | 136.065693 | Low_spent_Small_value_payments | 287.080456 | Standard | 194 |
39 | Developer | 29785.280 | 8 | 4 | 7 | 6 | 18 | 0 | 6.94 | 7.0 | Standard | 66.95 | 35.504459 | Yes | 116.361112 | 136.100613 | Low_spent_Large_value_payments | 257.348941 | Standard | 87 |
28 | Mechanic | 101173.800 | 4 | 3 | 13 | 2 | 5 | 7 | 8.09 | 4.0 | Standard | 85.31 | 27.631920 | NM | 142.706253 | 144.414265 | High_spent_Medium_value_payments | 777.094482 | Standard | 242 |
16 | Entrepreneur | 18249.160 | 4 | 7 | 6 | 2 | 15 | 13 | 10.09 | 9.0 | Standard | 496.55 | 32.758274 | Yes | 21.584005 | 117.252107 | Low_spent_Small_value_payments | 318.940220 | Standard | 119 |
54 | Lawyer | 62773.200 | 3 | 4 | 19 | 2 | 4 | 8 | 14.22 | 4.0 | Standard | 746.09 | 36.266094 | Yes | 92.254125 | 204.299853 | Low_spent_Large_value_payments | 510.456022 | Standard | 337 |
47 | Writer | 13982.725 | 7 | 6 | 12 | 4 | 12 | 14 | 9.45 | 4.0 | Standard | 1458.61 | 36.936598 | Yes | 37.983363 | 59.425455 | Low_spent_Medium_value_payments | 275.713891 | Standard | 357 |
18 | Media_Manager | 15400.910 | 6 | 5 | 13 | 4 | 5 | 0 | 16.22 | 6.0 | Standard | 854.43 | 34.457815 | Yes | 37.176455 | 112.853471 | Low_spent_Medium_value_payments | 250.610991 | Standard | 215 |
54 | Doctor | 43609.130 | 2 | 3 | 11 | 1 | 10 | 2 | 2.50 | 3.0 | Good | 1312.58 | 30.234515 | No | 24.967603 | 106.448437 | High_spent_Medium_value_payments | 460.593377 | Poor | 287 |
37 | Teacher | 87629.700 | 5 | 6 | 17 | 4 | 20 | 16 | 1.72 | 1.0 | Standard | 526.26 | 34.508322 | Yes | 178.482814 | 569.213975 | Low_spent_Large_value_payments | 255.750711 | Standard | 0 |
29 | Scientist | 17082.685 | 5 | 7 | 6 | 6 | 27 | 18 | 8.42 | 4.0 | Standard | 560.63 | 24.783822 | Yes | 80.692040 | 57.531267 | Low_spent_Medium_value_payments | 311.332401 | Standard | 87 |
34 | Writer | 34435.820 | 6 | 4 | 14 | 1 | 14 | 13 | 18.81 | 7.0 | Standard | 360.11 | 31.452036 | NM | 27.827486 | 94.055592 | High_spent_Medium_value_payments | 402.182089 | Standard | 124 |
33 | Accountant | 16465.640 | 5 | 6 | 5 | 2 | 15 | 15 | 8.56 | 0.0 | Standard | 885.35 | 40.539911 | NM | 26.104079 | 182.182421 | Low_spent_Small_value_payments | 248.927167 | Poor | 188 |
43 | Engineer | 19148.930 | 4 | 7 | 10 | 3 | 11 | 11 | 4.14 | 3.0 | Standard | 1237.12 | 33.449582 | No | 24.957220 | 149.511888 | Low_spent_Large_value_payments | 259.505309 | Standard | 280 |
20 | Scientist | 77104.470 | 3 | 7 | 6 | 4 | 6 | 14 | 8.29 | 4.0 | Standard | 109.76 | 25.850097 | Yes | 177.017617 | 185.075243 | High_spent_Medium_value_payments | 545.044390 | Standard | 0 |
39 | Writer | 22143.310 | 5 | 6 | 17 | 3 | 23 | 17 | 12.18 | 3.0 | Standard | 1428.31 | 36.492377 | Yes | 54.364976 | 267.289387 | Low_spent_Small_value_payments | 179.373221 | Poor | 368 |
43 | Scientist | 54259.420 | 8 | 6 | 15 | 7 | 28 | 12 | 12.95 | 8.0 | Standard | 847.46 | 25.333208 | Yes | 181.311001 | 241.540815 | High_spent_Small_value_payments | 299.210018 | Standard | 147 |
26 | Teacher | 29987.160 | 4 | 4 | 3 | 3 | 4 | 3 | 2.36 | 1.0 | Good | 30.53 | 36.852599 | No | 60.300536 | 0.000000 | Low_spent_Small_value_payments | 206.897745 | Good | 382 |
53 | Architect | 32455.100 | 7 | 6 | 13 | 0 | 7 | 17 | 12.33 | 1.0 | Standard | 817.97 | 28.258500 | Yes | 0.000000 | 207.233730 | Low_spent_Large_value_payments | 360.125436 | Standard | 338 |
29 | Architect | 91561.260 | 4 | 5 | 7 | 0 | 24 | 18 | 6.60 | 7.0 | Standard | 130.30 | 42.321639 | Yes | 0.000000 | 181.934643 | High_spent_Large_value_payments | 828.875857 | Standard | 0 |
44 | Doctor | 35802.820 | 2 | 4 | 10 | 3 | 7 | 8 | 8.11 | 4.0 | Good | 665.78 | 35.774524 | No | 82.486484 | 129.322854 | High_spent_Medium_value_payments | 351.247495 | Standard | 185 |
21 | Architect | 40363.740 | 7 | 5 | 5 | 4 | 2 | 19 | 1.14 | 3.0 | Standard | 1141.15 | 38.069463 | No | 111.581916 | 229.607678 | Low_spent_Medium_value_payments | 253.574906 | Standard | 242 |
27 | Scientist | 32466.180 | 9 | 10 | 32 | 7 | 29 | 16 | 7.37 | 10.0 | Bad | 1339.97 | 36.154956 | Yes | 187.677407 | 32.545162 | High_spent_Medium_value_payments | 306.728931 | Poor | 66 |
45 | Architect | 34980.210 | 5 | 7 | 18 | 4 | 30 | 8 | 7.97 | 3.0 | Standard | 937.32 | 30.466782 | No | 66.796732 | 267.222217 | Low_spent_Small_value_payments | 217.582801 | Standard | 316 |
21 | Media_Manager | 34493.580 | 1 | 5 | 6 | 0 | 14 | 10 | 4.92 | 0.0 | Good | 953.17 | 37.338145 | No | 0.000000 | 60.281995 | High_spent_Large_value_payments | 479.464505 | Standard | 387 |
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