delete columns pandas code example

Example 1: drop a column pandas

df.drop(['column_1', 'Column_2'], axis = 1, inplace = True)

Example 2: drop columns pandas

df.drop(columns=['B', 'C'])

Example 3: remove column from dataframe

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

Example 4: drop a column from dataframe

#working with "text" syntax for the columns:
df.drop(['column_nameA', 'column_nameB'], axis=1, inplace=True)

Example 5: 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 6: delete columns pandas

df = df.drop(df.columns[[0, 1, 3]], axis=1)