Web Scraping with Python

Three approaches to scrape a web page

Now that we understand the structure of this web page we will investigate three different approaches to scraping its data, firstly with regular expressions, then with the popular BeautifulSoup module, and finally with the powerful lxml module.

Regular expressions

If you are unfamiliar with regular expressions or need a reminder, there is a thorough overview available at https://docs.python.org/2/howto/regex.html.

To scrape the area using regular expressions, we will first try matching the contents of the <td> element, as follows:

>>> import re >>> url = 'http://example.webscraping.com/view/UnitedKingdom-239' >>> html = download(url) >>> re.findall('<td class="w2p_fw">(.*?)</td>', html) ['<img src="/places/static/images/flags/gb.png" ...