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jasmeeetsingh/twitter-depression-classification-sentiment140 is a deep learning model trained to classify whether a given tweet is suicidal or not. The model is based on a transformer architecture and fine-tuned on a large corpus of tweets annotated as suicidal or non-suicidal.

Model Details

Model Description

  • Developed by: Jasmeet Singh Sandhu
  • Finetuned from model: paulagarciaserrano/roberta-depression-detection


The model is intended to be used to classify tweets automatically as suicidal or non-suicidal. It can be used to analyze large volumes of tweets and identify users who may be at risk of depression, as well as to monitor the prevalence of depression-related discussions on social media platforms.


Technical Specifications

The model was trained on a 6GB RTX 3060

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Dataset used to train jasmeeetsingh/twitter-depression-classification-sentiment140