Book Analysis

https://www.kaggle.com/datasets/opalskies/large-books-metadata-dataset-50-mill-entries

Most Rated Books

Most Reviewed Books

Highest Rated Books

There are books with a 5/5 rating. Let's see the ones with most ratings.

Top Rated Books

\[ \begin{align*} \text{Weighted Rating} = &\frac{v}{v+m} \times R \; + \\ &\frac{m}{v+m} \times C \end{align*} \]

where \(R\) is the average book rating, \(v\) is the number of ratings for the book, \(m\) is the minimum number of ratings required to be considered (a parameter to set based on your dataset), \(C\) is the mean rating across the entire dataset.


Most Prolific Authors


Most Rated Authors


Top Rated Authors


Most Prolific Publishers


Most Rated Publishers


Top Rated Publishers


of the books are part of a series.

Longest Series


Most Rated Series


Number of Pages Distribution

Some of the longest books:...

Very Long But Highly Rated Books


Genres Popularity Over Time


Most Common Words in Book Titles


Number of Pages Over Time


Average Rating Over Time


Top Books Over Time