       soft0     soft1  hard  PINCP  sex  race
0   0.604177  0.239903   0.0    0.0  0.0   1.0
1   0.033300  0.211784   1.0    0.0  1.0   0.0
2   0.288385  0.453149   1.0    0.0  0.0   1.0
3   0.750488  0.720000   1.0    0.0  0.0   1.0
4   0.403366  0.581753   1.0    1.0  1.0   0.0
..       ...       ...   ...    ...  ...   ...
95  0.433148  0.521205   1.0    0.0  1.0   0.0
96  0.491939  0.418900   0.0    0.0  0.0   1.0
97  0.096332  0.857938   1.0    0.0  1.0   1.0
98  0.074579  0.411052   1.0    0.0  0.0   1.0
99  0.384140  0.579900   0.0    1.0  0.0   1.0

[100 rows x 6 columns]