When Netflix switched from a 5-star rating scheme to a thumbs up/down [https://www.theverge.com/2017/3/16/14952434/netflix-five-star-ratings-going-away-thumbs-up-down] model, I realized I was sitting on more than a decade of ratings, and worried they would disappear. I started rating movies on Netflix because back then, ratings