barclays_challenge_event_2024_models/imputed_data.csv

person_age,person_income,person_home_ownership,person_emp_length,loan_intent,loan_grade,loan_amnt,loan_int_rate,loan_status,loan_percent_income,cb_person_default_on_file,cb_person_cred_hist_length
22.0,59000.0,1.0,123.0,4.0,4.0,35000.0,16.02,1.0,0.59,1.0,3.0
21.0,9600.0,3.0,5.0,3.5555555555555554,2.0,1000.0,11.14,0.0,0.1,0.0,2.0
25.0,9600.0,2.0,1.0,2.0,3.0,5500.0,12.87,1.0,0.57,0.0,3.0
23.0,65500.0,1.0,4.0,2.0,3.0,35000.0,15.23,1.0,0.53,0.0,2.0
24.0,54400.0,1.0,8.0,2.0,3.0,35000.0,14.27,1.0,0.55,1.0,4.0
21.0,9900.0,3.0,2.0,3.0,1.0,2500.0,7.14,1.0,0.25,0.0,2.0
26.0,77100.0,1.0,8.0,3.7777777777777777,2.0,35000.0,12.42,1.0,0.45,0.0,3.0
24.0,78956.0,1.0,5.0,2.0,2.0,35000.0,11.11,1.0,0.44,0.0,4.0
24.0,83000.0,1.0,8.0,4.0,1.0,35000.0,8.9,1.0,0.42,0.0,2.0
21.0,10000.0,3.0,6.0,3.0,4.0,1600.0,14.74,1.0,0.16,0.0,3.0
22.0,85000.0,1.0,6.0,3.0,2.0,35000.0,10.37,1.0,0.41,0.0,4.0
21.0,10000.0,3.0,2.0,3.4444444444444446,1.0,4500.0,8.63,1.0,0.45,0.0,2.0
23.0,95000.0,1.0,2.0,3.0,1.0,35000.0,7.9,1.0,0.37,0.0,2.0
26.0,108160.0,1.0,4.0,3.888888888888889,5.0,35000.0,18.39,1.0,0.32,0.0,4.0
23.0,115000.0,1.0,2.0,4.333333333333333,1.0,35000.0,7.9,0.0,0.3,0.0,4.0
23.0,500000.0,2.0,7.0,5.0,2.0,30000.0,10.65,0.0,0.06,0.0,3.0
23.0,120000.0,1.0,0.0,3.6666666666666665,1.0,35000.0,7.9,0.0,0.29,0.0,4.0
23.0,92111.0,1.0,7.0,2.0,1.6666666666666667,35000.0,20.25,1.0,0.32,0.0,4.0
23.0,113000.0,1.0,8.0,5.0,4.0,35000.0,18.25,1.0,0.31,0.0,4.0
24.0,10800.0,2.0,8.0,3.2222222222222223,2.0,1750.0,10.99,1.0,0.16,0.0,2.0
25.0,162500.0,1.0,2.0,3.0,1.0,35000.0,7.49,0.0,0.22,0.0,4.0
25.0,137000.0,1.0,9.0,4.0,5.0,34800.0,16.77,0.0,0.25,1.0,2.0
22.0,65000.0,1.0,4.0,2.6666666666666665,4.0,34000.0,17.58,1.0,0.52,0.0,4.0
24.0,10980.0,3.0,0.0,4.0,1.0,1500.0,7.29,0.0,0.14,0.0,3.0
22.0,80000.0,1.0,3.0,4.0,4.0,33950.0,14.54,1.0,0.42,1.0,4.0
24.0,67746.0,1.0,8.0,2.4444444444444446,3.0,33000.0,12.68,1.0,0.49,0.0,3.0
21.0,11000.0,2.0,3.0,3.0,5.0,4575.0,17.74,1.0,0.42,1.0,3.0
23.0,11000.0,3.0,0.0,4.0,1.0,1400.0,9.32,0.0,0.13,0.0,3.0
24.0,65000.0,1.0,6.0,2.4444444444444446,2.0,32500.0,9.99,1.0,0.5,0.0,3.0
21.0,11389.0,4.0,5.0,3.0,3.0,4000.0,12.84,1.0,0.35,1.0,2.0
21.0,11520.0,3.0,5.0,2.0,2.0,2000.0,11.12,1.0,0.17,0.0,3.0
25.0,120000.0,1.0,2.0,3.0,1.0,32000.0,6.62,0.0,0.27,0.0,2.0
26.0,95000.0,1.0,7.0,3.111111111111111,3.0,31050.0,14.17,1.0,0.33,1.0,3.0
25.0,306000.0,1.0,2.0,5.0,3.0,24250.0,13.85,0.0,0.08,0.0,3.0
26.0,300000.0,2.0,10.0,2.0,3.0,7800.0,13.49,0.0,0.03,0.0,4.0
21.0,12000.0,3.0,5.0,3.3333333333333335,1.0,2500.0,7.51,1.0,0.21,0.0,4.0
22.0,48000.0,1.0,1.0,3.7777777777777777,5.0,30000.0,18.39,1.0,0.63,0.0,2.0
24.0,64000.0,1.0,8.0,5.0,4.0,30000.0,14.54,1.0,0.47,1.0,3.0
25.0,75000.0,1.0,4.0,3.6666666666666665,4.0,30000.0,16.89,1.0,0.4,1.0,4.0
23.0,71500.0,1.0,3.0,5.0,4.0,30000.0,11.946666666666665,1.0,0.42,0.0,4.0
26.0,62050.0,1.0,6.0,2.0,5.0,30000.0,17.99,1.0,0.41,0.0,2.0
24.0,12000.0,3.0,4.0,3.0,2.0,2500.0,12.69,1.0,0.21,0.0,3.0
26.0,300000.0,2.0,10.0,3.0,1.0,20000.0,7.88,0.0,0.07,0.0,4.0
23.0,300000.0,3.0,1.0,3.111111111111111,2.6666666666666665,24250.0,19.41,0.0,0.08,1.0,2.0
26.0,300000.0,3.0,9.0,3.888888888888889,2.0,10000.0,10.38,0.0,0.03,0.0,4.0
26.0,300000.0,2.0,0.0,3.111111111111111,4.0,25000.0,15.33,0.0,0.08,0.0,3.0
25.0,300000.0,2.0,9.0,2.7777777777777777,5.0,18000.0,16.45,0.0,0.06,0.0,3.0
26.0,80690.0,1.0,8.0,4.0,1.0,30000.0,7.49,1.0,0.37,0.0,3.0
22.0,66300.0,1.0,4.0,2.0,2.0,30000.0,12.69,1.0,0.38,0.0,3.0
26.0,89028.0,1.0,0.0,5.0,1.0,30000.0,6.62,1.0,0.34,0.0,3.0
24.0,78000.0,1.0,4.0,5.0,4.0,30000.0,12.21888888888889,1.0,0.38,1.0,4.0
23.0,78000.0,1.0,7.0,5.0,2.4444444444444446,30000.0,18.62,1.0,0.38,1.0,3.0
23.0,92004.0,1.0,6.0,4.0,3.0,30000.0,15.23,1.0,0.33,1.0,3.0
23.0,97000.0,1.0,7.0,3.0,2.0,30000.0,10.65,1.0,0.31,0.0,2.0
25.0,120000.0,1.0,9.0,3.4444444444444446,1.0,30000.0,7.9,0.0,0.25,0.0,4.0
26.0,280000.0,1.0,4.0,4.0,3.0,10000.0,15.96,0.0,0.04,1.0,3.0
26.0,277104.0,1.0,0.0,3.0,2.0,20000.0,11.48,0.0,0.07,0.0,3.0
23.0,277000.0,3.0,3.0,4.0,1.0,35000.0,13.82,0.0,0.13,0.0,4.0
25.0,128000.0,1.0,9.0,4.0,1.0,30000.0,7.29,0.0,0.23,0.0,4.0
24.0,12000.0,3.0,2.0,3.0,5.0,1750.0,11.27888888888889,0.0,0.15,1.0,3.0
21.0,131000.0,1.0,0.0,3.0,1.0,30000.0,5.99,0.0,0.23,0.0,4.0
22.0,275000.0,3.0,6.0,3.0,2.0,12000.0,11.58,0.0,0.04,0.0,2.0
26.0,263000.0,2.0,0.0,3.5555555555555554,2.0,10000.0,9.893333333333334,1.0,0.04,0.0,4.0
25.0,221850.0,2.0,9.0,2.0,4.0,25000.0,15.7,1.0,0.1,0.0,2.0
22.0,70000.0,1.0,6.0,3.111111111111111,4.0,29100.0,15.99,1.0,0.42,0.0,3.0
22.0,12000.0,2.0,7.0,2.5555555555555554,4.0,1500.0,14.84,0.0,0.13,1.0,3.0
26.0,260000.0,3.0,10.0,3.5555555555555554,2.0,28000.0,10.99,0.0,0.11,0.0,3.0
25.0,259000.0,2.0,9.0,3.4444444444444446,4.0,20000.0,14.42,0.0,0.08,1.0,2.0
24.0,255000.0,2.0,9.0,3.7777777777777777,1.0,9600.0,6.99,0.0,0.04,0.0,2.0
25.0,250000.0,1.0,2.0,2.0,3.0,25000.0,13.49,0.0,0.1,0.0,4.0
25.0,12000.0,3.0,0.0,2.0,3.0,3000.0,10.04111111111111,1.0,0.25,0.0,3.0
22.0,56950.0,1.0,6.0,2.0,1.0,28000.0,13.202222222222222,1.0,0.49,0.0,2.0
21.0,12000.0,3.0,6.0,3.4444444444444446,3.0,3000.0,13.61,1.0,0.25,1.0,3.0
23.0,65000.0,1.0,2.0,2.888888888888889,1.0,28000.0,7.9,1.0,0.43,0.0,2.0
26.0,85000.0,1.0,2.0,3.0,1.0,28000.0,7.49,1.0,0.33,0.0,3.0
26.0,12000.0,3.0,2.0,3.4444444444444446,1.0,6100.0,7.51,1.0,0.51,0.0,3.0
22.0,88000.0,1.0,6.0,3.0,2.0,28000.0,9.91,1.0,0.32,0.0,3.0
21.0,12000.0,3.0,0.0,4.0,3.0,4200.0,13.48,1.0,0.35,1.0,4.0
22.0,12000.0,3.0,6.0,5.0,1.0,4750.0,7.14,1.0,0.4,0.0,2.0
24.0,83004.0,1.0,0.0,3.0,4.0,28000.0,15.99,1.0,0.34,1.0,4.0
24.0,250000.0,1.0,2.0,3.6666666666666665,3.0,18000.0,12.98,0.0,0.07,1.0,3.0
144.0,250000.0,1.0,4.0,3.0,3.0,4800.0,13.57,0.0,0.02,0.0,3.0
25.0,100000.0,1.0,5.0,5.0,2.0,28000.0,12.69,0.0,0.28,0.0,3.0
26.0,110000.0,1.0,10.0,3.6666666666666665,1.0,28000.0,8.9,0.0,0.25,0.0,2.0
26.0,12000.0,3.0,0.0,5.0,1.0,2700.0,11.302222222222222,1.0,0.23,0.0,4.0
22.0,108000.0,1.0,6.0,3.4444444444444446,2.0,28000.0,10.797777777777776,1.0,0.26,0.0,4.0
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24.0,69000.0,1.0,2.0,3.3333333333333335,1.0,27600.0,13.214444444444444,1.0,0.4,0.0,2.0
21.0,12000.0,2.0,5.0,5.0,5.0,3250.0,15.68,1.0,0.27,1.0,3.0
22.0,70000.0,1.0,4.0,3.888888888888889,3.0,27500.0,13.06,1.0,0.39,1.0,3.0
22.0,240000.0,3.0,6.0,4.0,2.0,25000.0,12.648888888888889,0.0,0.1,0.0,2.0
26.0,73200.0,1.0,5.0,3.0,4.0,27050.0,15.62,1.0,0.37,1.0,2.0
24.0,83000.0,1.0,5.0,4.0,3.0,27000.0,13.49,1.0,0.33,1.0,2.0
24.0,73399.0,1.0,0.0,3.0,4.0,27000.0,13.655555555555555,1.0,0.37,0.0,3.0
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23.0,120000.0,1.0,1.0,3.888888888888889,2.0,25600.0,12.69,0.0,0.21,0.0,3.0
24.0,12360.0,3.0,2.0,2.0,3.0,1600.0,13.57,0.0,0.13,0.0,3.0
22.0,60000.0,1.0,0.0,3.0,2.0,25475.0,10.99,1.0,0.42,0.0,3.0
25.0,234000.0,2.0,3.0,2.0,3.0,20000.0,14.27,0.0,0.09,1.0,4.0
24.0,234000.0,3.0,8.0,3.111111111111111,2.0,20000.0,8.88,0.0,0.09,0.0,4.0
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25.0,221004.0,2.0,6.0,5.0,4.0,11900.0,14.42,1.0,0.05,1.0,3.0
26.0,232500.0,2.0,0.0,2.0,3.0,25000.0,14.17,0.0,0.11,1.0,2.0
25.0,230000.0,2.0,5.0,2.0,3.0,35000.0,13.99,0.0,0.15,0.0,4.0
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24.0,12960.0,2.0,1.0,3.4444444444444446,2.0,3650.0,9.91,1.0,0.28,0.0,3.0
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25.0,225000.0,2.0,0.0,2.888888888888889,5.0,30000.0,19.91,0.0,0.13,1.0,2.0
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24.0,12960.0,2.0,0.0,5.0,2.0,4500.0,11.83,1.0,0.35,0.0,4.0
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26.0,48000.0,1.0,2.0,3.6666666666666665,2.0,25000.0,9.64,1.0,0.52,0.0,4.0
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22.0,12996.0,3.0,1.0,3.6666666666666665,2.0,4750.0,11.154444444444444,1.0,0.37,0.0,3.0
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