jabenitez88/NLP-EatingDisordersBERT: Categorizing tweets about eating disorders using text mining: BERT models and machine learning techniques

Categorizing tweets about eating disorders using text mining: BERT models and machine learning techniques.

A dataset composed by 494,025 tweets with terms related to Eating Disorders (EDs) have been used to create classifiers that detect (i) tweets that have been written by people who suffer or have suffered from ED, (ii) tweets that promote ED, (iii) informative or non-informative tweets related to ED and, within the informative tweets, (iv) which ones make use of scientific information and which ones do not.