replace nan by mean pandas code example
Example 1: fill missing values in column pandas with mean
df.fillna(df.mean(), inplace=True)
Example 2: how to fill missing values dataframe with mean
sub2['income'].fillna((sub2['income'].mean()), inplace=True)
Example 3: replace nan in pandas
df['DataFrame Column'] = df['DataFrame Column'].fillna(0)
Example 4: how to replace nan with 0 in pandas
df['product']=df['product'].fillna(0)
df['context']=df['context'].fillna(0)
df
Example 5: replace all nan values in dataframe
df = df.fillna(0)