Cosine similarity for Categorical datasets?

Question

Can I use Cosine similarity measure for estimating similarity/relationship between D1 and D2 (two categorical datasets)

Answer 1

Yes, you can use cosine similarity between D1 and D2 after encoding them as they are ordinal variables i.e preserves the order among the feature values.