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 describes the nature of numerical data as consisting of measurable quantities and categorical data as consisting of distinct categories or attributes.