Hi Angie and welcome to the forum,
The quickest way to permanently remove them would be to select the column and use the text to columns button on the data tab.
- Select the column
- Data tab > text to columns
- Choose Delimited > next
- Choose Space > next
- In the data preview pane at the bottom select the right hand column containing the times and then in the Column data format frame choose Do not import column (skip)
- Finish