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ID | Описание | Дата |
---|---|---|
28670233-628f-4da9-ad8b-7715e48a5179 | engage cutting-edge niches | 1988-09-07 |
c68570ca-a0f5-407f-adef-05d84b2c7552 | synergize world-class functionalities | 2003-09-28 |
bc3601a6-8fc0-406e-9508-a00e00923e57 | disintermediate bleeding-edge e-business | 1993-11-16 |
c084852f-4100-4d4f-93f1-0a912e90af7e | grow user-centric metrics | 1971-01-10 |
72cd6d8e-22a7-41c8-97fb-3ad3fede61aa | productize frictionless web-readiness | 1985-11-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44 | Teacher | 12016.000 | 6 | 3 | 14 | 3 | 27 | 10 | 15.23 | 0.0 | Standard | 583.27 | 27.319618 | Yes | 20.743544 | 13.579802 | High_spent_Large_value_payments | 278.609988 | Standard | 365 |
52 | Writer | 20871.420 | 2 | 2 | 2 | 3 | 13 | 0 | 6.87 | 4.0 | Good | 1177.09 | 32.610760 | No | 51.128519 | 14.583088 | High_spent_Large_value_payments | 326.516893 | Good | 204 |
39 | Accountant | 8317.345 | 3 | 5 | 9 | 2 | 19 | 20 | 19.59 | 10.0 | Standard | 457.13 | 28.956695 | Yes | 11.468958 | 0.000000 | Low_spent_Large_value_payments | 297.299331 | Standard | 231 |
36 | Scientist | 22410.530 | 7 | 5 | 14 | 2 | 7 | 18 | 11.51 | 5.0 | Standard | 33.85 | 30.513017 | Yes | 31.839414 | 121.857741 | Low_spent_Large_value_payments | 323.457261 | Standard | 355 |
53 | Journalist | 49822.000 | 7 | 4 | 5 | 0 | 12 | 18 | 2.66 | 2.0 | Good | 1103.08 | 30.180998 | No | 0.000000 | 352.549800 | Low_spent_Small_value_payments | 349.133533 | Good | 372 |
37 | Doctor | 14619.875 | 4 | 5 | 6 | 3 | 21 | 9 | 5.38 | 4.0 | Good | 107.80 | 31.424320 | No | 18.811364 | 18.803386 | High_spent_Small_value_payments | 328.217542 | Poor | 254 |
43 | Lawyer | 23211.700 | 4 | 7 | 15 | 4 | 29 | 20 | 10.28 | 2.0 | Standard | 100.19 | 33.131242 | No | 58.525987 | 159.419698 | Low_spent_Small_value_payments | 261.885149 | Standard | 273 |
50 | Entrepreneur | 160573.560 | 1 | 2 | 8 | 1 | 12 | 3 | 2.01 | 4.0 | Good | 551.26 | 38.739711 | No | 121.178937 | 386.784106 | High_spent_Medium_value_payments | 1071.349956 | Standard | 238 |
18 | Entrepreneur | 34204.910 | 4 | 5 | 10 | 3 | 23 | 0 | 2.35 | 4.0 | Good | 1319.24 | 28.717299 | No | 73.346259 | 367.529577 | Low_spent_Small_value_payments | 154.765081 | Poor | 387 |
55 | Mechanic | 160664.800 | 3 | 5 | 7 | 1 | 15 | 5 | 11.76 | 7.0 | Good | 244.08 | 30.235910 | No | 123.790174 | 514.587025 | High_spent_Medium_value_payments | 935.196134 | Poor | 258 |
39 | Musician | 36585.120 | 6 | 10 | 28 | 8 | 52 | 23 | 0.59 | 12.0 | Bad | 1471.01 | 30.407444 | Yes | 197.140252 | 58.742682 | High_spent_Medium_value_payments | 288.793066 | Poor | 160 |
29 | Scientist | 13499.855 | 7 | 3 | 3 | 2 | 7 | 8 | 1.92 | 0.0 | Standard | 453.75 | 27.789910 | No | 12.000280 | 93.207879 | Low_spent_Small_value_payments | 287.490632 | Standard | 255 |
18 | Teacher | 67503.360 | 7 | 5 | 18 | 1 | 12 | 17 | 9.52 | 1.0 | Standard | 323.93 | 38.812756 | No | 36.817027 | 215.254139 | Low_spent_Medium_value_payments | 582.156833 | Standard | 226 |
55 | Developer | 91432.440 | 4 | 2 | 9 | 3 | 9 | 13 | 5.06 | 4.0 | Good | 1279.64 | 27.133654 | No | 183.206841 | 91.379672 | High_spent_Large_value_payments | 749.450487 | Good | 365 |
34 | Engineer | 25042.690 | 5 | 6 | 7 | 1 | 20 | 8 | 9.37 | 3.0 | Good | 380.37 | 25.851245 | NM | 18.468662 | 203.259774 | Low_spent_Large_value_payments | 269.160647 | Good | 347 |
20 | Writer | 78208.960 | 8 | 5 | 9 | 3 | 21 | 9 | 11.20 | 5.0 | Standard | 1419.42 | 34.390606 | No | 184.377592 | 582.294536 | Low_spent_Small_value_payments | 182.869205 | Standard | 0 |
41 | Teacher | 37261.310 | 5 | 2 | 5 | 4 | 5 | 2 | 5.01 | 1.0 | Good | 95.89 | 22.284700 | No | 123.114072 | 344.631915 | Low_spent_Small_value_payments | 117.064930 | Good | 233 |
44 | Architect | 165368.560 | 2 | 2 | 1 | 1 | 2 | 11 | 9.22 | 0.0 | Good | 1200.66 | 29.569178 | No | 78.528069 | 1000.324625 | Low_spent_Medium_value_payments | 557.318639 | Good | 198 |
24 | Entrepreneur | 19181.190 | 1 | 5 | 4 | 1 | 0 | 8 | 5.25 | 1.0 | Good | 834.41 | 29.018451 | No | 11.518895 | 130.033368 | Low_spent_Small_value_payments | 283.590987 | Good | 226 |
40 | Developer | 43922.320 | 2 | 6 | 6 | 3 | 0 | 7 | 8.67 | 4.0 | Good | 233.83 | 24.698989 | NM | 66.540929 | 87.442582 | High_spent_Large_value_payments | 472.935822 | Standard | 273 |
32 | Lawyer | 16481.715 | 7 | 3 | 15 | 6 | 13 | 8 | 16.59 | 8.0 | Standard | 145.32 | 33.801277 | Yes | 66.681222 | 79.508626 | Low_spent_Large_value_payments | 277.557777 | Standard | 119 |
20 | Scientist | 124020.440 | 8 | 5 | 18 | 2 | 11 | 11 | 19.07 | 3.0 | Standard | 529.18 | 31.634947 | Yes | 127.941765 | 76.457794 | High_spent_Large_value_payments | 1051.904108 | Poor | 213 |
27 | Scientist | 19551.360 | 4 | 3 | 19 | 5 | 3 | 6 | 11.51 | 6.0 | Standard | 807.64 | 23.934076 | Yes | 67.556438 | 114.180094 | Low_spent_Small_value_payments | 257.191468 | Standard | 152 |
19 | Manager | 32128.470 | 3 | 4 | 11 | 4 | 12 | 15 | 0.13 | 4.0 | Good | 1178.78 | 27.356316 | No | 93.412665 | 81.598967 | Low_spent_Small_value_payments | 353.625618 | Good | 198 |
31 | Manager | 28559.250 | 4 | 3 | 9 | 1 | 6 | 13 | 1.64 | 0.0 | Standard | 559.35 | 32.490405 | No | 15.048617 | 172.426900 | Low_spent_Medium_value_payments | 311.118232 | Standard | 284 |
46 | Engineer | 83192.640 | 3 | 6 | 7 | 2 | 20 | 19 | 0.61 | 0.0 | Good | 277.75 | 25.360362 | No | 80.377732 | 168.211546 | High_spent_Large_value_payments | 702.082722 | Standard | 272 |
39 | Scientist | 29441.380 | 7 | 4 | 10 | 4 | 13 | 6 | 10.62 | 0.0 | Standard | 1276.05 | 28.064418 | Yes | 73.599391 | 135.987395 | Low_spent_Medium_value_payments | 325.458047 | Standard | 214 |
42 | Lawyer | 18037.470 | 0 | 6 | 10 | 4 | 6 | 5 | 9.41 | 3.0 | Good | 173.84 | 24.167399 | NM | 134.748523 | 94.287916 | Low_spent_Small_value_payments | 270.154682 | Standard | 362 |
14 | Scientist | 19243.320 | 6 | 7 | 7 | 4 | 5 | 11 | 8.60 | 8.0 | Standard | 1350.28 | 23.197501 | NM | 53.813878 | 93.818962 | Low_spent_Small_value_payments | 287.228160 | Standard | 131 |
31 | Musician | 38574.320 | 3 | 3 | 17 | 1 | 17 | 13 | 7.13 | 2.0 | Standard | 668.78 | 32.895625 | No | 21.305375 | 392.014704 | Low_spent_Small_value_payments | 172.632587 | Standard | 392 |
53 | Architect | 30918.820 | 0 | 5 | 12 | 0 | 24 | 8 | 1.61 | 1.0 | Good | 1478.94 | 27.900451 | No | 0.000000 | 157.173217 | High_spent_Small_value_payments | 380.883617 | Poor | 372 |
42 | Lawyer | 75994.220 | 1 | 4 | 7 | 1 | 11 | 5 | 11.92 | 3.0 | Good | 111.75 | 32.522273 | No | 51.702825 | 149.509439 | High_spent_Large_value_payments | 668.972902 | Good | 331 |
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