how to fill nan values with zero in pandas code example

Example 1: how to replace nan with 0 in pandas

df['product']=df['product'].fillna(0)
df['context']=df['context'].fillna(0)
df

Example 2: how to fill nan values with mean in pandas

df.fillna(df.mean())