fill the missing values based on column type pandas code example

Example 1: fill missing values in column pandas with mean

df.fillna(df.mean(), inplace=True)

Example 2: count missing values by column in pandas

df.isna().sum()

Example 3: check for missing values by column in pandas

df.isna().any()