pandas impute nan with mean code example

Example 1: how to fill nan values with mean in pandas

df.fillna(df.mean())

Example 2: pandas where retuning NaN

# Try using a loc instead of a where:
df_sub = df.loc[df.yourcolumn == 'yourvalue']