Table of Contents
Concepts #
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 #
Data #
Technology #
Location #
-
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 #
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 #
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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