Click on the top of the column
Hold SHIFT while tapping first END then DOWN Arrow; Delete
If it is a range:
Click top left cell, hold SHIFT then End then RIGHT arrow; End again and
DOWN arrow; Delete
If the range has spaces all around it: click anywhere in the range; CTRL+A
will select the Current Range; press Delete
best wishes