For quantitative data, notice the root word 'quantity', which focuses on the amount of something, for example, there are more players on team a than on team b.
For qualitative data, notice the root word quality. Qualitative data focuses on the condition or state of something rather than the amount, for instance, player a does not run as fast as player b.
Hope this helped.