pandas remove rows based on DATETIME column year code example

Example 1: pandas remove time from datetime

In [37]:

df = pd.DataFrame({'date':['2015-02-21 12:08:51']})
df
Out[37]:
                  date
0  2015-02-21 12:08:51
In [39]:

df['date'] = pd.to_datetime(df['date']).dt.date
df
Out[39]:
         date
0  2015-02-21

Example 2: pandas remove rows based on DATETIME column year

game_df[~game_df['Date'].isin([pd.Timestamp('20150210'), pd.Timestamp('20150301')])]