I have a dataframe in Pandas.

One of the columns is a timestamp. I am removing all weekends from the data using the following:

```
df = df[df['TIMESTAMP'].apply(pd.datetime.weekday)<5]

```

The code takes 9 seconds to run. Is there a faster way to do this?

Thanks in advance.