This is a web scraper made using BeautifulSoup and Selenium to scrape MyAnimeList website.
This project uses Chrome webdriver to automate the scraping process.
The resulting scraping data is saved in semicolon delimited CSV files and are still dirty.
I wouldn't recommend running the scraper since it takes quite a while to retrieve the data.
You can just get the data (in JSON format) by running the code inside this Google Colab. I've removed the duplicates, but there are some empty values that I didn't handle. Or you can also simply clone this repository and download the raw CSV anime and review data. As for watchlists, you can access the scraping result in this Google Drive folder.