How to check cosine similarity in two columns of data

In a previous blog post I discussed how to measure cosine similarity between two of more strings of text, but in this post I decided to make the measurement between two columns of text within a dataframe.

In data analysis cosine similarity is a measure of similarity between two sequences of numbers. Because I have been comparing samples of text, it was necessary for me to…