eugenebaraka/Predict-Suicidal-Ideation-on-Reddit
Predicting suicidal ideation on Reddit using machine learning and DistillBERT
This project helps public health agencies and mental health professionals analyze Reddit posts to identify potential suicidal ideation. It takes raw text from Reddit, processes it using machine learning, and outputs classifications indicating the likelihood of suicidal thoughts. This tool is designed for professionals involved in suicide prevention and resource allocation.
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Use this if you need to systematically identify and monitor online discussions on platforms like Reddit for signs of suicidal ideation to better allocate public health resources.
Not ideal if you need to provide real-time intervention for individuals, as this is a classification tool, not a direct intervention system.
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Last pushed
Dec 12, 2022
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