Question: what are the essential differences between the nominal ordinal interval and ratio scaled data?
Answer: To recap, nominal scales have labels, the value and order of options don't matter. Ordinal scales have labels, the order matters, but the value doesn't. Interval scales have labels, the order matters, and the values matter but there's no zero.