Semiocast analyzed 383 million of Twitter user profiles created before January 1st 2012. Semiocast used its proprietary platform, databases and tools to process user profiles in order to determine the location of each user using all available information, including free-form location declared in user profile, time zone, language used to post tweets and GPS coordinates for the very few concerned tweets.