MLH-Fellowship/Social-BERTerfly
Finding your MBTI personality type based on your Twitter activity using BERT
Fetches real-time tweets via Twitter API and applies BERT-based NLP classification to predict 16 distinct MBTI personality types with 79% validation accuracy. The Flask backend preprocesses tweets using regex and stemming before passing them through a fine-tuned Keras BERT model, while the Bootstrap frontend provides personality comparison against followed accounts and detailed career recommendations via an interactive dashboard.
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98
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33
Language
HTML
License
MIT
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Last pushed
Aug 26, 2022
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