https://www.kaggle.com/datasets/arashnic/book-recommendation-dataset
There are 3 CSV files - users, ratings and books, in the link above. We merge the datsets and subset it to create a pivot table with USER-ID in rows, and Book-Title in columns.
Using corrwith(), we find books most similar to The Pelican Brief by John Grisham.