Is there a specific word for a non-linear range of choices?
I feel like there is a special word for this but I don't remember what it is.
Here is an example, a poll often has the following choices:
A) Strongly Disagree ... B) Disagree ... C) Agree ... D) Strongly Agree
And now take a look at the following set of choices:
What is your favorite fruit?
A) Apple ... B) Banana ... C) Orange
Is there a word for the above set of choices? Notice that it is not a linear set of choices like the one above it.
Someone might say that Banana is in between Apple and Orange, but I want to respond with "those choices aren't linear, they are ____". What is a word that I can use to fill the blank?
I think you're thinking of the statistics term nominal (sometimes in a compound with scale, data, value, etc.).
From Dictionary.com:
nominal scale
noun
1. (statistics) a discrete classification of data, in which data are neither measured nor ordered but subjects are merely allocated to distinct categories: for example, a record of students' course choices constitutes nominal data which could be correlated with school results
Compare ordinal scale, interval scale, ratio scale
There's a brief explanation of these various scales here, from UsableStats. Your first example is ordinal (and specifically probably a Likert Scale—see Wikipedia).