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ID | Описание | Дата |
---|---|---|
ca6049c1-76db-4c5d-8b95-24ca5c4e1bf7 | morph holistic markets | 2015-08-01 |
f1593111-7ac2-46e8-bcd4-05ff15713a39 | matrix seamless bandwidth | 2003-12-18 |
8051a139-a85e-49a9-b3a1-2689962eaed9 | embrace bricks-and-clicks solutions | 2006-03-29 |
22fce8e6-38a1-49a3-bd42-9d6ff26e9717 | iterate transparent supply-chains | 2006-11-08 |
3fb85962-aed2-4510-b3e5-cf4c858be574 | deliver 24/365 solutions | 1980-06-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20 | Entrepreneur | 41735.550 | 0 | 3 | 8 | 4 | 15 | 5 | 11.25 | 3.0 | Good | 1480.92 | 34.238608 | No | 109.614147 | 387.466545 | Low_spent_Small_value_payments | 128.715558 | Standard | 295 |
35 | Lawyer | 32485.420 | 3 | 6 | 7 | 0 | 17 | 13 | 0.92 | 2.0 | Standard | 998.90 | 29.690104 | NM | 0.000000 | 90.464367 | High_spent_Medium_value_payments | 404.647466 | Standard | 0 |
20 | Architect | 89388.720 | 4 | 6 | 6 | 1 | 6 | 0 | 3.55 | 0.0 | Good | 1030.10 | 40.381000 | No | 64.353366 | 254.445718 | High_spent_Medium_value_payments | 700.706916 | Good | 381 |
43 | Lawyer | 41896.880 | 5 | 7 | 1 | 4 | 22 | 9 | 5.90 | 5.0 | Good | 317.73 | 34.048009 | No | 132.318109 | 483.361583 | Low_spent_Small_value_payments | 40.760975 | Poor | 325 |
29 | Developer | 73623.220 | 5 | 3 | 5 | 2 | 11 | 10 | 16.52 | 4.0 | Good | 74.48 | 35.327036 | No | 91.925549 | 791.632259 | Low_spent_Small_value_payments | 0.000000 | Good | 386 |
49 | Manager | 29416.290 | 4 | 5 | 5 | 4 | 9 | 6 | 0.97 | 2.0 | Good | 905.18 | 33.588998 | No | 93.327438 | 138.355631 | Low_spent_Medium_value_payments | 263.452680 | Poor | 296 |
42 | Mechanic | 134439.400 | 0 | 3 | 2 | 2 | 1 | 9 | 11.57 | 4.0 | Good | 199.96 | 40.894396 | No | 158.044048 | 77.081395 | High_spent_Large_value_payments | 1107.902890 | Good | 274 |
32 | Entrepreneur | 94545.750 | 0 | 6 | 8 | 0 | 12 | 11 | 10.74 | 0.0 | Good | 384.80 | 29.494794 | No | 0.000000 | 363.264130 | Low_spent_Medium_value_payments | 678.517120 | Standard | 289 |
35 | Engineer | 14185.730 | 0 | 7 | 11 | 3 | 3 | 0 | 0.74 | 0.0 | Good | 796.72 | 27.759980 | No | 21.773529 | 94.996047 | Low_spent_Large_value_payments | 260.344840 | Good | 0 |
31 | Lawyer | 44498.780 | 4 | 5 | 18 | 3 | 22 | 11 | 11.73 | 4.0 | Standard | 1131.03 | 31.445956 | Yes | 92.444473 | 40.878391 | High_spent_Large_value_payments | 481.500303 | Standard | 290 |
46 | Musician | 126769.860 | 5 | 4 | 6 | 1 | 12 | 5 | 6.63 | 1.0 | Good | 393.52 | 41.903860 | No | 79.733538 | 202.210376 | High_spent_Small_value_payments | 1004.571586 | Good | 291 |
18 | Teacher | 19742.240 | 7 | 6 | 32 | 4 | 22 | 16 | 12.55 | 9.0 | Standard | 1373.49 | 38.894175 | Yes | 52.090958 | 131.813969 | Low_spent_Small_value_payments | 268.013739 | Standard | 107 |
37 | Media_Manager | 31244.710 | 3 | 4 | 8 | 0 | 6 | 11 | 2.63 | 0.0 | Good | 1203.18 | 32.281367 | No | 0.000000 | 33.515776 | High_spent_Large_value_payments | 450.856807 | Good | 201 |
31 | Manager | 134504.680 | 0 | 2 | 8 | 1 | 4 | 7 | 3.21 | 3.0 | Good | 1193.54 | 39.605419 | No | 72.811028 | 504.139271 | Low_spent_Medium_value_payments | 821.822034 | Good | 390 |
42 | Manager | 40612.160 | 3 | 4 | 9 | 0 | 6 | 11 | 5.84 | 4.0 | Good | 314.79 | 33.811121 | No | 0.000000 | 46.390074 | High_spent_Large_value_payments | 553.544592 | Good | 0 |
44 | Developer | 31752.100 | 2 | 7 | 6 | 2 | 0 | 11 | 1.20 | 1.0 | Good | 146.20 | 33.589789 | NM | 42.943922 | 302.978386 | Low_spent_Small_value_payments | 220.578525 | Standard | 286 |
33 | Writer | 142496.120 | 4 | 6 | 7 | 0 | 16 | 19 | 15.13 | 6.0 | Standard | 460.79 | 38.782125 | No | 0.000000 | 1026.798324 | Low_spent_Medium_value_payments | 418.169342 | Standard | 233 |
48 | Mechanic | 45461.540 | 6 | 3 | 5 | 2 | 17 | 7 | 10.38 | 2.0 | Standard | 647.24 | 40.402093 | NM | 69.318349 | 111.257413 | High_spent_Medium_value_payments | 461.170404 | Standard | 197 |
24 | Developer | 21434.200 | 6 | 6 | 18 | 6 | 15 | 7 | 10.09 | 8.0 | Standard | 1240.70 | 25.851658 | Yes | 92.907244 | 31.280104 | High_spent_Large_value_payments | 312.230986 | Standard | 0 |
35 | Journalist | 28431.060 | 5 | 6 | 14 | 2 | 6 | 15 | 12.94 | 4.0 | Standard | 1098.59 | 26.242398 | Yes | 31.150498 | 167.799900 | Low_spent_Small_value_payments | 352.075102 | Standard | 273 |
33 | Media_Manager | 30874.430 | 4 | 5 | 8 | 2 | 9 | 8 | 3.82 | 2.0 | Good | 243.11 | 23.638785 | No | 48.267870 | 0.000000 | Low_spent_Small_value_payments | 398.176148 | Poor | 263 |
20 | Media_Manager | 12928.240 | 7 | 6 | 11 | 0 | 8 | 20 | 1.15 | 0.0 | Good | 1057.29 | 32.313084 | No | 0.000000 | 44.054506 | Low_spent_Medium_value_payments | 347.180827 | Good | 394 |
25 | Writer | 30912.380 | 3 | 1 | 7 | 1 | 0 | 7 | 11.49 | 0.0 | Good | 912.63 | 28.636080 | No | 14.285835 | 99.377401 | High_spent_Medium_value_payments | 397.639931 | Good | 261 |
30 | Architect | 106879.710 | 1 | 4 | 11 | 4 | 4 | 7 | 4.31 | 7.0 | Good | 1057.95 | 39.860376 | No | 182.654675 | 510.558098 | Low_spent_Large_value_payments | 444.451477 | Standard | 382 |
24 | Teacher | 16311.665 | 5 | 6 | 6 | 4 | 12 | 14 | 8.90 | 3.0 | Standard | 598.76 | 30.710569 | No | 35.266580 | 114.032507 | Low_spent_Small_value_payments | 259.131455 | Standard | 230 |
41 | Developer | 62896.780 | 3 | 5 | 5 | 1 | 9 | 6 | 4.41 | 3.0 | Good | 1297.59 | 38.293083 | No | 48.447189 | 237.814174 | Low_spent_Medium_value_payments | 526.078471 | Good | 352 |
31 | Engineer | 79691.700 | 3 | 5 | 10 | 0 | 14 | 5 | 0.78 | 5.0 | Good | 472.29 | 39.356912 | No | 0.000000 | 204.745489 | Low_spent_Medium_value_payments | 745.752011 | Poor | 306 |
41 | Architect | 84373.320 | 2 | 5 | 2 | 2 | 9 | 0 | 3.82 | 0.0 | Good | 1390.19 | 37.803333 | No | 93.231178 | 448.112705 | High_spent_Small_value_payments | 422.167116 | Standard | 278 |
30 | Writer | 69362.920 | 6 | 6 | 9 | 2 | 26 | 9 | 11.41 | 5.0 | Standard | 1042.95 | 25.382485 | Yes | 67.553516 | 0.000000 | High_spent_Small_value_payments | 579.112239 | Standard | 221 |
27 | Developer | 83800.560 | 3 | 3 | 5 | 2 | 5 | 10 | 7.41 | 0.0 | Standard | 836.69 | 26.379588 | Yes | 117.350858 | 545.422628 | Low_spent_Large_value_payments | 334.164514 | Standard | 244 |
40 | Mechanic | 113652.120 | 4 | 2 | 4 | 2 | 7 | 7 | 8.01 | 1.0 | Good | 316.56 | 36.514330 | No | 171.250352 | 264.965093 | High_spent_Small_value_payments | 762.585555 | Good | 0 |
33 | Teacher | 31592.030 | 6 | 7 | 18 | 2 | 27 | 20 | 7.28 | 6.0 | Standard | 778.91 | 29.838716 | Yes | 41.843504 | 171.711821 | Low_spent_Large_value_payments | 311.511592 | Standard | 238 |
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