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ID | Описание | Дата |
---|---|---|
fe6bab3a-48ff-4125-ac68-0d401f1099d8 | engineer transparent users | 1971-07-21 |
cbbe05e5-f3f1-4977-b4ef-fd3482dee994 | deliver holistic infrastructures | 1972-11-29 |
7885faf4-21a6-4efa-823c-4285c0c345d2 | engineer magnetic niches | 2015-06-06 |
50be2343-31a6-4b3b-a193-7c33a0f2c68d | unleash virtual initiatives | 2000-06-27 |
7f0785e5-b47a-48ab-9878-8eefc66d6ed1 | matrix B2B interfaces | 1994-10-29 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 | Scientist | 42171.980 | 2 | 7 | 10 | 3 | 4 | 10 | 2.58 | 4.0 | Good | 556.91 | 38.692159 | No | 102.762913 | 82.579802 | High_spent_Large_value_payments | 431.090451 | Good | 0 |
25 | Journalist | 24195.370 | 7 | 7 | 19 | 1 | 7 | 16 | 21.96 | 4.0 | Standard | 1163.09 | 38.694996 | Yes | 18.069520 | 132.283347 | Low_spent_Small_value_payments | 334.275216 | Standard | 354 |
48 | Lawyer | 14303.125 | 5 | 3 | 20 | 3 | 21 | 11 | 11.18 | 3.0 | Standard | 819.71 | 30.046264 | No | 27.746254 | 81.125819 | Low_spent_Medium_value_payments | 276.820635 | Standard | 331 |
36 | Accountant | 16341.075 | 4 | 4 | 6 | 2 | 8 | 19 | 4.63 | 0.0 | Standard | 684.05 | 32.833060 | NM | 16.960460 | 48.101002 | High_spent_Small_value_payments | 324.214162 | Standard | 202 |
47 | Accountant | 98509.710 | 5 | 6 | 6 | 1 | 14 | 9 | 7.38 | 3.0 | Standard | 83.94 | 38.458441 | No | 55.703407 | 631.361293 | Low_spent_Large_value_payments | 402.649550 | Standard | 188 |
34 | Writer | 48662.020 | 7 | 7 | 5 | 4 | 29 | 13 | 11.96 | 2.0 | Standard | 660.09 | 36.261467 | Yes | 86.447034 | 144.879783 | High_spent_Medium_value_payments | 448.790016 | Standard | 373 |
32 | Teacher | 18495.140 | 3 | 3 | 7 | 4 | 11 | 17 | 12.61 | 10.0 | Standard | 1216.59 | 33.080354 | Yes | 39.645585 | 111.229869 | Low_spent_Small_value_payments | 323.050713 | Good | 168 |
48 | Manager | 97174.440 | 4 | 3 | 14 | 4 | 30 | 11 | 1.30 | 3.0 | Standard | 137.68 | 24.368415 | Yes | 184.752228 | 293.367889 | High_spent_Medium_value_payments | 573.466883 | Standard | 0 |
34 | Journalist | 33061.790 | 3 | 5 | 9 | 3 | 19 | 8 | 12.38 | 2.0 | Standard | 953.68 | 38.584257 | NM | 81.988135 | 164.310961 | High_spent_Small_value_payments | 288.915820 | Standard | 237 |
56 | Architect | 35940.940 | 5 | 3 | 11 | 1 | 10 | 8 | 10.86 | 0.0 | Good | 237.26 | 36.275597 | No | 17.842996 | 0.000000 | High_spent_Medium_value_payments | 432.757495 | Good | 365 |
43 | Doctor | 14954.745 | 6 | 4 | 20 | 6 | 17 | 0 | 14.91 | 5.0 | Standard | 255.76 | 37.977579 | Yes | 54.367742 | 71.381086 | Low_spent_Small_value_payments | 297.374047 | Standard | 211 |
15 | Musician | 104658.750 | 4 | 7 | 11 | 1 | 14 | 14 | 17.76 | 9.0 | Standard | 1218.42 | 35.520207 | Yes | 52.071931 | 307.483535 | High_spent_Small_value_payments | 743.900784 | Poor | 347 |
37 | Journalist | 8940.140 | 3 | 4 | 8 | 5 | 5 | 16 | 8.12 | 5.0 | Standard | 1250.27 | 28.931862 | Yes | 35.221703 | 17.893652 | High_spent_Large_value_payments | 280.185812 | Good | 95 |
39 | Architect | 45051.240 | 6 | 6 | 6 | 3 | 21 | 19 | 15.30 | 6.0 | Standard | 1014.25 | 39.495822 | Yes | 73.940708 | 275.715234 | Low_spent_Large_value_payments | 307.771058 | Standard | 383 |
29 | Accountant | 31920.780 | 1 | 3 | 10 | 1 | 0 | 5 | 0.97 | 0.0 | Good | 280.11 | 31.023031 | No | 15.344061 | 162.357694 | High_spent_Small_value_payments | 351.304745 | Standard | 209 |
23 | Writer | 41694.360 | 1 | 7 | 5 | 3 | 4 | 1 | 10.15 | 3.0 | Good | 556.65 | 27.672411 | NM | 84.470664 | 73.867077 | High_spent_Large_value_payments | 441.215260 | Standard | 295 |
52 | Lawyer | 84602.380 | 2 | 4 | 11 | 0 | 0 | 15 | 7.50 | 3.0 | Good | 806.02 | 33.204811 | NM | 0.000000 | 241.688643 | High_spent_Medium_value_payments | 688.331191 | Standard | 386 |
48 | Musician | 20662.840 | 3 | 3 | 5 | 4 | 16 | 12 | 7.23 | 4.0 | Standard | 699.36 | 35.537650 | No | 39.908894 | 153.477638 | Low_spent_Medium_value_payments | 253.003801 | Standard | 217 |
44 | Teacher | 35531.830 | 1 | 4 | 12 | 4 | 12 | 11 | 1.66 | 9.0 | Good | 313.55 | 21.502217 | No | 75.171875 | 293.184864 | Low_spent_Small_value_payments | 196.041844 | Good | 214 |
30 | Journalist | 92114.680 | 3 | 4 | 8 | 1 | 24 | 12 | 17.87 | 7.0 | Standard | 820.52 | 34.908679 | NM | 54.219664 | 192.097516 | High_spent_Medium_value_payments | 784.805153 | Standard | 254 |
31 | Mechanic | 76726.640 | 6 | 6 | 3 | 3 | 22 | 0 | 9.61 | 3.0 | Standard | 103.86 | 22.988139 | No | 145.229101 | 224.603827 | High_spent_Medium_value_payments | 490.055738 | Standard | 353 |
27 | Architect | 33042.480 | 4 | 4 | 3 | 2 | 14 | 13 | 17.90 | 1.0 | Good | 226.72 | 38.286463 | No | 54.988194 | 43.222274 | High_spent_Large_value_payments | 436.043532 | Good | 0 |
37 | Accountant | 19204.930 | 6 | 3 | 6 | 4 | 21 | 9 | 8.82 | 2.0 | Standard | 193.68 | 38.890566 | No | 51.680258 | 14.931129 | High_spent_Large_value_payments | 324.929697 | Standard | 255 |
49 | Architect | 20455.280 | 4 | 4 | 2 | 4 | 15 | 8 | 12.92 | 2.0 | Good | 426.13 | 28.252894 | No | 46.744494 | 88.536402 | Low_spent_Small_value_payments | 295.479771 | Poor | 273 |
52 | Journalist | 89607.240 | 0 | 5 | 12 | 2 | 12 | 4 | 3.54 | 3.0 | Good | 715.19 | 39.280182 | No | 147.847009 | 249.378938 | High_spent_Medium_value_payments | 578.401052 | Good | 356 |
49 | Manager | 93817.620 | 1 | 6 | 4 | 1 | 5 | 8 | 8.99 | 5.0 | Good | 1056.89 | 31.081813 | NM | 46.971366 | 682.905101 | Low_spent_Medium_value_payments | 328.637033 | Good | 391 |
44 | Mechanic | 56001.150 | 3 | 6 | 8 | 3 | 13 | 0 | 8.33 | 8.0 | Standard | 1347.83 | 38.568300 | Yes | 88.302626 | 303.545477 | High_spent_Small_value_payments | 334.428147 | Standard | 189 |
18 | Journalist | 58164.120 | 6 | 7 | 5 | 0 | 12 | 18 | 8.20 | 5.0 | Standard | 1075.84 | 34.655182 | No | 0.000000 | 350.530581 | Low_spent_Small_value_payments | 444.070419 | Standard | 404 |
18 | Scientist | 69907.300 | 5 | 2 | 8 | 2 | 1 | 1 | 8.98 | 1.0 | Good | 851.24 | 33.349944 | No | 61.613296 | 432.942052 | Low_spent_Large_value_payments | 355.105485 | Standard | 374 |
37 | Entrepreneur | 107118.960 | 5 | 7 | 5 | 3 | 24 | 8 | 5.49 | 1.0 | Standard | 1049.33 | 23.781452 | Yes | 139.565990 | 594.298649 | Low_spent_Small_value_payments | 466.593361 | Standard | 368 |
23 | Manager | 22428.960 | 7 | 3 | 16 | 1 | 10 | 14 | 4.29 | 0.0 | Standard | 1299.61 | 26.978212 | NM | 15.329065 | 99.491851 | Low_spent_Medium_value_payments | 371.687084 | Standard | 286 |
42 | Accountant | 17137.710 | 8 | 7 | 10 | 2 | 8 | 13 | 7.91 | 2.0 | Standard | 1486.83 | 33.494945 | No | 18.574107 | 141.424170 | Low_spent_Small_value_payments | 284.415973 | Standard | 231 |
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