Binary Labeled Depression Corpus of 60.000 English tweets

This is a new English corpus for depression detection from Twitter. This corpus consists of 60,173 tweets classified into 21,803 of 1 which means \"depressed\" tweets, and 38,369 of 0 which means \"non-depressed\" tweets. the fetched tweets covered a wide range of English synonymous with depression and happiness on Twitter. In addition, It has been labelled using the Vader lexicon. Finally, this corpus's text has been cleaned and lemmatized.