pandas replace value with nan in column 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 replace zero value in python dataframe
nonzero_mean = df[ df.col != 0 ].mean()