Multi 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 17,669 of 1 which means \"depressed\" tweets, 20,762 of 0 which means \"indifferent\" tweets, and 21,741 of -1 which refers to \"happy\" 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.本数据集为面向抑郁检测任务的新型英文语料库（corpus），采集自推特（Twitter）平台。该语料库总计收录60173条推文，按照标注标签可划分为三类：标记为1的抑郁推文共17669条，标记为0的淡漠推文共20762条，标记为-1的快乐推文共21741条。本次采集的推文覆盖了推特平台上与抑郁、快乐语义相关的各类英文表达。此外，该语料库的标注工作依托Vader情感词典完成。