I want to scrape some data from a website.
Basically, the website has some tabular display and shows around 50 records. For more records, the user has to click some butt
Definitely I'd choose Scrapy. If you can't handle javascript you can try with Scrapy + splash. Scrapy is by far the fastest tool for web scraping that I'm aware of. Good luck!