Concepts #

• Retweet
• Hashtag

Libraries #

• Tweet NLP - http://www.ark.cs.cmu.edu/TweetNLP/
• Tweepy
• https://github.com/lintool/twitter-corpus-tools
• http://jeffreybreen.wordpress.com/2011/07/21/one-liners-twitter/
• https://github.com/aritter/twitter_nlp

Lectures and tutorials #

• http://blogs.ischool.berkeley.edu/i290-abdt-s12/2012/12/13/uc-berkeley-course-lectures-analyzing-big-data-with-twitter/

Data #

• Reconstructing Twitter's Firehose
  • If you use Twitter's API to gather data and would like to learn more about how to reconstruct Twitter's firehose, I have a preliminary paper I am working on that I'd like to make available for comments
• http://trec.nist.gov/data/tweets/

Technology #

• http://engineering.twitter.com/2013/01/improving-twitter-search-with-real-time.html

Location #

• Geolocation Prediction in Twitter Using Social Networks: A Critical Analysis and Review of Current Practice - a review

• Inferring the Origin Locations of Tweets with Quantitative Confidence

• What’s in a name? Using first names as features for gender inference in Twitter

• Geotagging One Hundred Million Twitter Accounts with Total Variation Minimization

• Confounds and Consequences in Geotagged Twitter Data: the population of geo-tagged tweets is biased (more non-standard linguistic usage and younger age)

Demographics #

• Black Twitter
• Understanding the Demographics of Twitter Users
• Inferring gender of a Twitter user using celebrities it follows
• Weakly Supervised User Profile Extraction from Twitter
• Humanizr is a software library and off-the-shelf tool for classifying Twitter accounts as belonging to either an individual or an organization

Network #

• What is Twitter, a Social Network or a News Media?
• Studying Social Networks at Scale: Macroscopic Anatomy of the Twitter Social Graph

Twitter-based tools #

• http://www.socialable.co.uk/the-top-100-twitter-tools-2013/

Articles #

• http://www.theverge.com/2013/1/6/3842406/twitter-database-restrictions-hurt-academic-research
• Using Python and the NLTK to Find Haikus in the Public Twitter Stream

Harassment #

• “A Honeypot For Assholes”: Inside Twitter’s 10-Year Failure To Stop Harassment

References #

• Classifying latent user attributes in twitter
• When is it Biased? Assessing the Representativeness of Twitter's Streaming API
• Study of TV Viewers Backs Twitter’s Claims to Be Barometer of Public Mood

Incoming Links #

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