how to drop a column by name in pandas

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

3.33
3
IllusiveBrian 18110 points

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

3.33 (3 Votes)
0
4
6
Awgiedawgie 440220 points

                                    >>> midx = pd.MultiIndex(levels=[['lama', 'cow', 'falcon'],
...                              ['speed', 'weight', 'length']],
...                      codes=[[0, 0, 0, 1, 1, 1, 2, 2, 2],
...                             [0, 1, 2, 0, 1, 2, 0, 1, 2]])
>>> df = pd.DataFrame(index=midx, columns=['big', 'small'],
...                   data=[[45, 30], [200, 100], [1.5, 1], [30, 20],
...                         [250, 150], [1.5, 0.8], [320, 250],
...                         [1, 0.8], [0.3, 0.2]])
>>> df
                big     small
lama    speed   45.0    30.0
        weight  200.0   100.0
        length  1.5     1.0
cow     speed   30.0    20.0
        weight  250.0   150.0
        length  1.5     0.8
falcon  speed   320.0   250.0
        weight  1.0     0.8
        length  0.3     0.2

4 (6 Votes)
0
4
8
Awgiedawgie 440220 points

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

4 (8 Votes)
0
5
1
Awgiedawgie 440220 points

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

5 (1 Votes)
0
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