delete column pandas dataframe
df.drop(['column_1', 'Column_2'], axis = 1, inplace = True)
delete column pandas dataframe
df.drop(['column_1', 'Column_2'], axis = 1, inplace = True)
python code to drop columns from dataframe
# Let df be a dataframe
# Let new_df be a dataframe after dropping a column
new_df = df.drop(labels='column_name', axis=1)
# Or if you don't want to change the name of the dataframe
df = df.drop(labels='column_name', axis=1)
# Or to remove several columns
df = df.drop(['list_of_column_names'], axis=1)
# axis=0 for 'rows' and axis=1 for columns
pandas dataframe delete column
del df['column_name']
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)
delete columns pandas
df = df.drop(df.columns[[0, 1, 3]], axis=1)
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