mdsajjadullah/explainDepression-social-media-xai

Cleaned, balanced, and clinically annotated social media dataset for explainable depression detection research. Combined from real Twitter and Reddit posts, engineered with DSM-5-aligned clinical lexicon features, and used to train a DistilBERT model achieving 96.17% accuracy. ━━━━━━━━━━━━━━━━━━━━━━━━━━━ DATASET STATS Total Rows → 40,770 Class Balance → 50% Depressed / 50% Not Depressed Feature Columns → 12 Sources → Twitter + Reddit ━━━━━━━━━━━━━━━━━━━━━━━━━━━… See the full description on the dataset page: https://huggingface.co/datasets/mdsajjadullah/explainDepression-social-media-xai.