how to remove added feature in dataframe code example

Example 1: remove 1st column pandas

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

Example 2: remove column from dataframe

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