STACK is an extensible social media research toolkit designed to collect, process, and store data from online social networks. The toolkit is an ongoing project via the Syracuse University iSchool, and currently supports the Twitter Streaming API. Collecting from Facebook public pages and Twitter search API are under development. The toolkit architecture is modular and supports extending. Basic Linux / Mac command line skills needed.
To learn more: https://github.com/bitslabsyr/stack