Scrape and Analyze 'Goodreads' Book Data
Perform sentiment analysis on book reviews with negation handling
Calculate average sentiment score per book
Perform topic modeling on preprocessed reviews
Create word cloud for topics
Get Author Information from Goodreads
Save Book IDs to a Text File
Get Book Summary from Goodreads
Get Format Information from Goodreads
Get Genres for Books from Goodreads
Get Number of Pages from Goodreads
Get Published Time from Goodreads
Get Rating Distribution from Goodreads
Analyze topics in Goodreads reviews
Visualize topic distribution
Visualize topic prevalence
Visualize top terms for each topic
Preprocess review text for topic modeling
Replace special characters and remove non-ASCII characters
Scrape book details from Goodreads
Scrape book reviews from Goodreads
Search Goodreads
Create a histogram of sentiment scores
Plot sentiment trend over time
Extract and print top terms for each topic
A comprehensive toolkit for scraping and analyzing book data from <https://www.goodreads.com/>. This package provides functions to search for books, scrape book details and reviews, perform sentiment analysis on reviews, and conduct topic modeling. It's designed for researchers, data analysts, and book enthusiasts who want to gain insights from 'Goodreads' data.
Useful links