how to drop a column in a dataframe in python code example
Example 1: drop a column pandas
df.drop(['column_1', 'Column_2'], axis = 1, inplace = True)
Example 2: remove column from dataframe
df.drop('column_name', axis=1, inplace=True)
Example 3: how to drop columns in pandas
>>>df = pd.DataFrame(np.arange(12).reshape(3, 4),
columns=['A', 'B', 'C', 'D'])
>>>df
A B C D
0 0 1 2 3
1 4 5 6 7
2 8 9 10 11
>>> df.drop(['B', 'C'], axis=1)
A D
0 0 3
1 4 7
2 8 11
OR
>>> df.drop(columns=['B', 'C'])
A D
0 0 3
1 4 7
2 8 11
Example 4: drop column dataframe
df.drop(columns=['Unnamed: 0'])
Example 5: removing features pandas
df.drop([‘feature_1’,’feature_2’], inplace = True, axis = 1)