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ID | Описание | Дата |
---|---|---|
7724529b-3d1f-427c-a18e-5c0995be56eb | revolutionize seamless interfaces | 1977-01-26 |
a4f43145-3abd-4134-ac88-27f657970b27 | transition leading-edge markets | 1985-02-16 |
5fd82c95-8b3b-4af1-aa55-1f1abb4ba385 | transform cross-platform content | 1973-02-03 |
d4fd5fac-b940-4d40-b544-3b34ddc263fd | e-enable intuitive functionalities | 2006-05-02 |
ae004afb-eaa3-484c-a289-60386b262458 | implement ubiquitous applications | 2018-09-30 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
41 | Musician | 19514.880 | 7 | 5 | 17 | 0 | 30 | 12 | 4.17 | 2.0 | Standard | 881.40 | 33.669460 | No | 0.000000 | 43.315824 | High_spent_Medium_value_payments | 389.508176 | Standard | 233 |
28 | Entrepreneur | 59751.780 | 7 | 7 | 17 | 4 | 22 | 13 | 16.82 | 9.0 | Standard | 1485.94 | 39.084122 | Yes | 116.298417 | 381.800356 | Low_spent_Medium_value_payments | 286.332727 | Poor | 192 |
45 | Accountant | 15989.085 | 5 | 4 | 2 | 4 | 13 | 15 | 0.50 | 3.0 | Good | 665.82 | 40.697699 | No | 33.797021 | 80.465240 | Low_spent_Small_value_payments | 284.380115 | Good | 237 |
33 | Doctor | 19633.990 | 7 | 9 | 32 | 4 | 47 | 21 | 7.41 | 10.0 | Bad | 1457.54 | 30.135507 | Yes | 62.671262 | 47.384953 | Low_spent_Large_value_payments | 331.960368 | Poor | 139 |
41 | Musician | 10094.050 | 7 | 7 | 18 | 2 | 4 | 0 | 17.91 | 2.0 | Standard | 695.09 | 29.721196 | Yes | 15.684761 | 54.716330 | Low_spent_Small_value_payments | 280.515992 | Standard | 209 |
33 | Engineer | 10333.895 | 3 | 6 | 20 | 4 | 13 | 15 | 4.32 | 8.0 | Standard | 70.46 | 32.161944 | Yes | 21.453341 | 63.050367 | Low_spent_Small_value_payments | 271.212084 | Standard | 122 |
26 | Musician | 33520.040 | 8 | 6 | 13 | 4 | 17 | 11 | 2.58 | 3.0 | Standard | 673.04 | 25.857192 | No | 82.396946 | 160.185015 | High_spent_Small_value_payments | 278.151706 | Standard | 254 |
49 | Engineer | 18894.020 | 0 | 3 | 7 | 2 | 5 | 3 | 3.83 | 3.0 | Good | 501.22 | 25.727663 | No | 29.579944 | 148.225496 | Low_spent_Medium_value_payments | 254.644727 | Standard | 288 |
31 | Engineer | 39340.720 | 4 | 2 | 9 | 0 | 1 | 0 | 0.00 | 3.0 | Good | 1482.22 | 24.763187 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 514.444421 | Good | 0 |
20 | Scientist | 121471.440 | 4 | 3 | 3 | 2 | 16 | 4 | 1.37 | 1.0 | Good | 736.68 | 35.954992 | No | 161.163199 | 717.048341 | Low_spent_Medium_value_payments | 397.850460 | Poor | 316 |
36 | Entrepreneur | 11629.690 | 7 | 3 | 4 | 0 | 18 | 19 | 8.42 | 7.0 | Good | 517.34 | 25.216323 | NM | 0.000000 | 100.171637 | Low_spent_Medium_value_payments | 306.142446 | Good | 338 |
27 | Writer | 70421.780 | 6 | 6 | 14 | 2 | 13 | 9 | 13.07 | 7.0 | Standard | 191.72 | 26.539222 | NM | 75.017769 | 439.737262 | Low_spent_Small_value_payments | 337.393136 | Standard | 166 |
49 | Lawyer | 10328.580 | 6 | 4 | 11 | 1 | 29 | 18 | 8.49 | 1.0 | Standard | 1137.12 | 26.295674 | Yes | 4.462837 | 113.362710 | Low_spent_Small_value_payments | 284.045952 | Standard | 0 |
25 | Media_Manager | 87095.610 | 0 | 7 | 7 | 3 | 13 | 6 | 5.77 | 4.0 | Good | 1005.15 | 29.423132 | No | 158.709886 | 383.780022 | Low_spent_Large_value_payments | 433.906842 | Good | 398 |
26 | Manager | 66376.280 | 3 | 5 | 15 | 3 | 29 | 12 | 7.14 | 3.0 | Standard | 1482.30 | 22.911651 | Yes | 104.631775 | 622.204123 | Low_spent_Small_value_payments | 135.499768 | Good | 398 |
32 | Scientist | 35589.970 | 4 | 6 | 14 | 4 | 1 | 11 | 19.40 | 8.0 | Standard | 1484.18 | 28.386795 | Yes | 98.232210 | 245.996933 | Low_spent_Large_value_payments | 205.253941 | Standard | 172 |
35 | Manager | 18550.400 | 3 | 4 | 34 | 2 | 17 | 10 | 15.08 | 5.0 | Standard | 1368.63 | 32.556122 | Yes | 28.830800 | 113.225814 | Low_spent_Small_value_payments | 314.030053 | Standard | 113 |
31 | Journalist | 33726.600 | 6 | 5 | 19 | 0 | 17 | 15 | 9.65 | 6.0 | Standard | 1251.27 | 27.687048 | Yes | 0.000000 | 233.041869 | Low_spent_Small_value_payments | 343.013131 | Standard | 0 |
51 | Accountant | 56381.600 | 5 | 3 | 1 | 3 | 5 | 5 | 0.81 | 1.0 | Good | 1371.48 | 38.104229 | No | 119.623008 | 107.242830 | High_spent_Medium_value_payments | 476.680829 | Standard | 355 |
23 | Musician | 33121.690 | 3 | 4 | 1 | 1 | 10 | 5 | 10.51 | 9.0 | Good | 1343.70 | 41.543803 | No | 14.482413 | 106.014396 | High_spent_Small_value_payments | 440.417275 | Good | 231 |
46 | Engineer | 139631.080 | 3 | 4 | 12 | 0 | 10 | 0 | 9.67 | 7.0 | Good | 202.29 | 45.783989 | No | 0.000000 | 234.678638 | High_spent_Small_value_payments | 1181.113695 | Standard | 252 |
20 | Musician | 99161.820 | 3 | 6 | 8 | 0 | 7 | 9 | 1.83 | 3.0 | Good | 1159.42 | 27.639589 | No | 0.000000 | 467.317653 | Low_spent_Small_value_payments | 628.230847 | Standard | 318 |
55 | Musician | 143829.560 | 3 | 3 | 12 | 0 | 17 | 11 | 10.32 | 2.0 | Standard | 269.26 | 43.250484 | No | 0.000000 | 301.466533 | High_spent_Large_value_payments | 1114.113134 | Standard | 0 |
45 | Lawyer | 83477.580 | 4 | 7 | 12 | 1 | 7 | 11 | 3.64 | 3.0 | Good | 715.49 | 37.630308 | No | 42.143955 | 104.696623 | High_spent_Large_value_payments | 765.005922 | Standard | 223 |
36 | Accountant | 39843.140 | 6 | 3 | 10 | 3 | 25 | 0 | 1.59 | 2.0 | Standard | 461.36 | 22.140732 | No | 83.787113 | 367.750895 | Low_spent_Small_value_payments | 178.588159 | Standard | 211 |
19 | Scientist | 53057.640 | 9 | 10 | 20 | 6 | 22 | 0 | 25.20 | 11.0 | Standard | 1491.01 | 37.328511 | Yes | 150.786014 | 115.676139 | High_spent_Large_value_payments | 443.084847 | Poor | 184 |
26 | Mechanic | 23681.870 | 3 | 5 | 15 | 3 | 8 | 9 | 4.51 | 0.0 | Standard | 1433.17 | 25.110003 | No | 41.642793 | 96.534207 | Low_spent_Small_value_payments | 334.471917 | Standard | 247 |
50 | Architect | 14540.485 | 2 | 4 | 3 | 2 | 6 | 8 | 9.90 | 1.0 | Good | 1408.37 | 32.826585 | No | 18.267032 | 51.035662 | Low_spent_Small_value_payments | 348.668014 | Poor | 305 |
51 | Scientist | 37262.120 | 0 | 1 | 3 | 3 | 8 | 12 | 9.94 | 4.0 | Good | 311.34 | 32.360353 | No | 89.881332 | 249.119110 | Low_spent_Small_value_payments | 286.517225 | Standard | 188 |
41 | Entrepreneur | 15258.950 | 3 | 6 | 1 | 0 | 1 | 5 | 10.06 | 5.0 | Good | 1075.37 | 25.351761 | No | 0.000000 | 143.392331 | Low_spent_Small_value_payments | 297.465586 | Good | 286 |
15 | Entrepreneur | 30305.190 | 8 | 4 | 16 | 6 | 24 | 11 | 12.17 | 7.0 | Standard | 258.04 | 28.376995 | Yes | 119.335644 | 73.481389 | High_spent_Medium_value_payments | 286.426217 | Standard | 164 |
33 | Architect | 44058.440 | 1 | 4 | 12 | 3 | 13 | 2 | 3.16 | 1.0 | Good | 837.88 | 24.041287 | No | 84.469820 | 110.130393 | High_spent_Medium_value_payments | 409.553453 | Good | 396 |
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