This app is designed to analyze twitter text data using different NLP techniques. Running on Flask with libraries:
- TensorFlow
- HuggingFace
- SQLAlchemy
- Scikit-Learn
- Wordcloud
- Pandas
- Flask-Mail etc.
Main functionalities are:
- Collect tweets based on keyword, date range, language
- Compute correlation scores between top n frequent words and the target words in the daily tweet corpus using TensorFlow Universal Sentence Encoder
- Sentiment analysis using HuggingFace transformers
- Display word co-occurrence in daily tweet corpus
- Download analysis results, collected tweets
Some screenshot!
