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ID | Описание | Дата |
---|---|---|
08d9024c-eecc-4b2b-a63b-7046a949fec8 | streamline value-added architectures | 1985-11-19 |
09ba75e5-dc11-473f-91e1-debdf6d14fa5 | scale 24/7 web services | 2020-05-07 |
6c561f54-b5c0-450b-87e8-12496afe64c4 | target turn-key supply-chains | 1983-01-04 |
c203069c-75fa-4bc9-82ce-62e583018d44 | facilitate dynamic vortals | 2013-09-01 |
8ac17726-0dfb-4526-be2e-5cdaed3664a4 | streamline 24/7 info-mediaries | 1981-12-16 |
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 | Accountant | 102596.640 | 4 | 5 | 8 | 0 | 19 | 4 | 5.61 | 1.0 | Good | 1033.59 | 44.224479 | No | 0.000000 | 135.526712 | High_spent_Large_value_payments | 976.345288 | Poor | 248 |
50 | Mechanic | 131617.400 | 4 | 3 | 15 | 0 | 13 | 20 | 1.82 | 2.0 | Standard | 929.47 | 28.622792 | No | 0.000000 | 739.902476 | Low_spent_Medium_value_payments | 614.309190 | Standard | 259 |
33 | Scientist | 44360.460 | 3 | 4 | 13 | 0 | 30 | 19 | 7.91 | 7.0 | Standard | 565.04 | 41.131437 | NM | 0.000000 | 375.597416 | Low_spent_Small_value_payments | 288.773084 | Standard | 368 |
32 | Engineer | 60348.920 | 6 | 6 | 13 | 2 | 8 | 19 | 7.53 | 1.0 | Standard | 1134.80 | 32.785659 | Yes | 84.780384 | 497.945705 | Low_spent_Small_value_payments | 231.781577 | Standard | 191 |
14 | Engineer | 35626.750 | 4 | 7 | 13 | 3 | 11 | 0 | 8.09 | 6.0 | Standard | 1200.59 | 32.645832 | Yes | 47.332717 | 0.000000 | Low_spent_Large_value_payments | 295.021230 | Standard | 210 |
38 | Media_Manager | 17682.035 | 7 | 3 | 7 | 3 | 6 | 19 | 14.23 | 7.0 | Standard | 972.53 | 25.639625 | Yes | 38.816920 | 38.282994 | Low_spent_Large_value_payments | 327.250378 | Standard | 270 |
45 | Doctor | 73439.260 | 8 | 7 | 6 | 4 | 8 | 21 | 10.71 | 3.0 | Standard | 613.92 | 39.720283 | No | 186.381178 | 95.407113 | High_spent_Medium_value_payments | 582.705542 | Standard | 215 |
38 | Architect | 57473.580 | 2 | 7 | 5 | 3 | 11 | 1 | 5.79 | 0.0 | Good | 703.18 | 25.607110 | No | 128.517771 | 227.320422 | High_spent_Small_value_payments | 358.608307 | Poor | 362 |
19 | Developer | 103943.000 | 5 | 6 | 11 | 2 | 9 | 18 | 8.21 | 5.0 | Standard | 1363.40 | 28.450600 | Yes | 113.998287 | 435.059528 | Low_spent_Large_value_payments | 602.233852 | Good | 360 |
44 | Entrepreneur | 48052.700 | 4 | 5 | 17 | 2 | 12 | 19 | 11.89 | 4.0 | Standard | 346.41 | 25.362613 | Yes | 59.898570 | 115.860413 | High_spent_Medium_value_payments | 500.880183 | Standard | 115 |
53 | Musician | 93451.410 | 3 | 7 | 15 | 2 | 25 | 18 | 7.98 | 0.0 | Standard | 1048.87 | 39.370689 | No | 121.479136 | 218.035648 | High_spent_Small_value_payments | 700.746966 | Standard | 313 |
26 | Accountant | 30536.260 | 4 | 1 | 7 | 0 | 5 | 9 | 0.24 | 3.0 | Good | 457.32 | 31.013269 | No | 0.000000 | 182.407355 | High_spent_Small_value_payments | 347.361478 | Good | 387 |
27 | Writer | 43755.330 | 0 | 4 | 4 | 0 | 4 | 9 | 2.67 | 1.0 | Good | 1282.77 | 29.030322 | No | 0.000000 | 232.237847 | High_spent_Small_value_payments | 410.589903 | Good | 346 |
32 | Mechanic | 59393.360 | 8 | 5 | 15 | 0 | 11 | 16 | 19.61 | 7.0 | Standard | 1046.68 | 25.823127 | Yes | 0.000000 | 120.826729 | Low_spent_Large_value_payments | 636.217938 | Good | 252 |
23 | Mechanic | 71096.020 | 6 | 3 | 18 | 1 | 31 | 10 | 3.26 | 5.0 | Standard | 1494.93 | 25.209234 | No | 31.192333 | 84.046797 | High_spent_Large_value_payments | 738.827704 | Standard | 295 |
52 | Media_Manager | 21662.395 | 3 | 5 | 1 | 1 | 6 | 8 | 1.27 | 6.0 | Good | 646.77 | 24.567607 | No | 12.841272 | 164.469419 | Low_spent_Medium_value_payments | 264.309267 | Standard | 193 |
21 | Entrepreneur | 14184.330 | 6 | 7 | 17 | 0 | 9 | 12 | 6.71 | 1.0 | Standard | 1146.79 | 31.560637 | Yes | 0.000000 | 54.752418 | Low_spent_Medium_value_payments | 317.350332 | Standard | 270 |
27 | Teacher | 21178.310 | 5 | 4 | 8 | 3 | 23 | 17 | 0.74 | 5.0 | Standard | 262.25 | 34.961270 | No | 45.482489 | 73.116970 | Low_spent_Small_value_payments | 370.486457 | Good | 291 |
50 | Lawyer | 30912.860 | 1 | 1 | 10 | 1 | 4 | 3 | 5.12 | 5.0 | Good | 834.22 | 24.020622 | No | 25.488996 | 158.750651 | Low_spent_Large_value_payments | 320.867520 | Standard | 391 |
45 | Entrepreneur | 21370.185 | 0 | 6 | 1 | 1 | 7 | 2 | 8.50 | 7.0 | Good | 897.82 | 26.299004 | No | 15.563487 | 225.165610 | Low_spent_Small_value_payments | 257.055777 | Standard | 205 |
27 | Journalist | 46951.020 | 7 | 4 | 16 | 0 | 8 | 9 | 15.83 | 9.0 | Standard | 340.22 | 38.682232 | NM | 0.000000 | 437.433995 | Low_spent_Small_value_payments | 225.124505 | Good | 257 |
42 | Scientist | 64270.120 | 6 | 6 | 18 | 2 | 54 | 0 | 4.11 | 6.0 | Bad | 1326.40 | 41.881561 | NM | 69.246684 | 222.870475 | High_spent_Medium_value_payments | 507.967174 | Poor | 109 |
50 | Engineer | 76325.670 | 5 | 4 | 17 | 4 | 14 | 9 | 8.37 | 8.0 | Standard | 1392.95 | 39.089305 | Yes | 148.616044 | 48.510592 | High_spent_Large_value_payments | 707.320614 | Standard | 284 |
33 | Engineer | 29409.660 | 5 | 1 | 6 | 2 | 6 | 5 | 2.42 | 0.0 | Good | 301.38 | 36.723749 | No | 35.001843 | 129.541856 | Low_spent_Large_value_payments | 363.436801 | Good | 378 |
38 | Scientist | 14829.170 | 4 | 4 | 12 | 2 | 9 | 17 | 7.07 | 7.0 | Standard | 300.47 | 33.918723 | Yes | 17.935000 | 116.548333 | Low_spent_Small_value_payments | 258.893084 | Standard | 225 |
47 | Media_Manager | 42074.420 | 4 | 1 | 7 | 1 | 0 | 12 | 8.29 | 3.0 | Good | 211.92 | 34.753713 | No | 22.652873 | 39.506962 | High_spent_Medium_value_payments | 546.560332 | Good | 376 |
29 | Musician | 81623.130 | 4 | 4 | 8 | 2 | 23 | 19 | 9.01 | 6.0 | Standard | 1160.88 | 40.635289 | Yes | 91.190300 | 123.398445 | High_spent_Large_value_payments | 714.204005 | Standard | 190 |
15 | Manager | 35916.150 | 7 | 6 | 11 | 2 | 20 | 12 | 17.59 | 12.0 | Standard | 1426.14 | 35.039522 | Yes | 49.898134 | 87.683697 | High_spent_Medium_value_payments | 431.919419 | Standard | 0 |
44 | Accountant | 10690.960 | 3 | 5 | 15 | 3 | 12 | 9 | 10.89 | 3.0 | Standard | 260.75 | 23.949616 | No | 24.454513 | 13.783767 | High_spent_Large_value_payments | 299.153053 | Standard | 388 |
40 | Media_Manager | 29968.560 | 5 | 5 | 6 | 1 | 10 | 12 | 10.04 | 4.0 | Good | 1022.13 | 36.272323 | No | 21.033132 | 128.899410 | High_spent_Small_value_payments | 379.905458 | Good | 206 |
54 | Accountant | 16252.910 | 1 | 5 | 4 | 2 | 15 | 11 | 3.29 | 5.0 | Good | 1484.51 | 31.426705 | No | 19.653527 | 170.370199 | Low_spent_Small_value_payments | 258.417191 | Standard | 399 |
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