if none in column remove row
import pandas as pd
df = df[pd.notnull(df['Gender'])]
if none in column remove row
import pandas as pd
df = df[pd.notnull(df['Gender'])]
drop column with nan values
fish_frame = fish_frame.dropna(axis = 1, how = 'all')
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