We segment a hashtag into meaningful English phrases. In order to achieve this, we use a dictionary of English words. The sentiment of url: Since almost all the articles are written in well-formatted english, we analyze the sentiment of the first paragraph of the article using Standford Sentiment Analysis tool BIBREF4 . 
Do the authors report only on English language data?