pandas select only columns with na code example

Example 1: number of columns with no missing values

null_cols = df.columns[df.isnull().all()]
df.drop(null_cols, axis = 1, inplace = True)

Example 2: pandas select only columns with na

null_cols = df.columns[df.isnull().any()]