pandas convert float to int
df['col'] = df['col'].astype(int)python pandas convert nan to 0
pandas.DataFrame.fillna(0)cannot convert float nan to integer
# x contained NaN
df = df[~df['x'].isnull()]
# Y contained some other garbage, so null check was not enough
df = df[df['y'].str.isnumeric()]
# final conversion now worked
df[['x']] = df[['x']].astype(int)
df[['y']] = df[['y']].astype(int)Copyright © 2021 Codeinu
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