I have the following DataFrame:
daysago line_race rating rw wrating line_date 2007
Another way of doing it. May not be the most efficient way as the code looks a bit more complex than the code mentioned in other answers, but still alternate way of doing the same thing.
df = df.drop(df[df['line_race']==0].index)