remove column name pandas code example

Example 1: remove column from dataframe

df.drop('column_name', axis=1, inplace=True)

Example 2: delete columns pandas

df = df.drop(df.columns[[0, 1, 3]], axis=1)  # df.columns is zero-based pd.Index 
df.drop(['column_nameA', 'column_nameB'], axis=1, inplace=True)

Example 3: removing features pandas

df.drop([‘feature_1’,’feature_2’], inplace = True, axis = 1)

Example 4: how to delete a column from a dataframe in python

del df['column']

Example 5: how to drop a column by name in pandas

>>> df.drop(['B', 'C'], axis=1)
   A   D
0  0   3
1  4   7
2  8  11

Example 6: pandas remove column

del df['column_name']