Code for extracting every oscars speech from the academy's speeches database http://aaspeechesdb.oscars.org/. Uses Selenium, urllib2 and bs4.
Data fields include: year, winner, film, speech and category.
Sometimes specific links are missed by selenium, you may need to tune the timing for your crawl.