I would like to get data from from different webpages such as addresses of restaurants or dates of different events for a given location and so on. What is the best library I can use for extracting this data from a given set of sites?
If using python, take a good look at Beautiful Soup (http://crummy.com/software/BeautifulSoup).
An extremely capable library, makes scraping a breeze.