The correct statement that explains how to distinguish between numerical and categorical data is:
Numerical data sorts by number values such as measurements, whereas categorical data sorts by shared features or attributes.
This statement accurately reflects the difference between the two types of data. Numerical data consists of numbers that represent measurable quantities, while categorical data consists of categories or labels that represent qualitative attributes.