Results
Sex bias
Disparate Impact Analysis
Female | 2,828 | 1,424 | 50.4% | 1.00 |
Male | 2,632 | 1,306 | 49.6% | 0.99 |
Counterfactual Analysis
Female | 5,460 | 99.98% |
Male | 5,460 | 100.00% |
Race/Ethnicity bias
Disparate Impact Analysis
Asian | 1,312 | 653 | 49.8% | 0.97 |
Black or African American | 1,284 | 662 | 51.6% | 1.00 |
Hispanic or Latino | 1,324 | 667 | 50.4% | 0.98 |
White | 1,540 | 748 | 48.6% | 0.94 |
Counterfactual Analysis
Asian | 2,730 | 99.93% |
Black or African American | 2,730 | 99.95% |
Hispanic or Latino | 2,730 | 100.00% |
White | 2,730 | 99.96% |
Intersectional bias (Sex X Race/Ethnicity)
Disparate Impact Analysis
Asian | Female | 616 | 309 | 50.2% | 0.92 |
Asian | Male | 696 | 344 | 49.4% | 0.91 |
Black or African American | Female | 752 | 385 | 51.2% | 0.94 |
Black or African American | Male | 532 | 277 | 52.1% | 0.96 |
Hispanic or Latino | Female | 680 | 370 | 54.4% | 1.00 |
Hispanic or Latino | Male | 644 | 297 | 46.1% | 0.85 |
White | Female | 780 | 360 | 46.2% | 0.85 |
White | Male | 760 | 388 | 51.1% | 0.94 |
Counterfactual Analysis
Asian | Female | 1,365 | 99.88% |
Asian | Male | 1,365 | 99.94% |
Black or African American | Female | 1,365 | 99.91% |
Black or African American | Male | 1,365 | 99.98% |
Hispanic or Latino | Female | 1,365 | 100.00% |
Hispanic or Latino | Male | 1,365 | 99.97% |
White | Female | 1,365 | 99.94% |
White | Male | 1,365 | 99.94% |