High school student looking for feedback on my NLP mental health sentiment analysis project
Hi everyone, I am a high school student currently exploring NLP, and I recently did a project surrounding mental health sentiment analysis of textual input. I designed a model to analyze text data and evaluate the underlying emotional sentiment, and would like to get some professional feedback from this community.
As I'm still learning the ropes of NLP & ML, I would love to get any kind of input surrounding how I can improve the project (in terms of model selection, use cases, etc.) and how I could possibly expand on it. Any advice or constructive criticism you can offer would be incredibly valuable to me. Thanks!
The code & implementation details are on GitHub at https://github.com/JaukG9/mental-health-sentiment-analysis, and the site is live at https://jaukg9.github.io/mental-health-sentiment-analysis.