Understanding Sentiment of others can be tough. Let's make it a breeze..!
Check out the live demo: https://huggingface.co/spaces/Puyush/Twitter_Sentimental_Analysis
Dataset: https://www.kaggle.com/datasets/kazanova/sentiment140
This project is a Twitter sentiment analysis tool developed using deep learning techniques to analyze tweets' sentiments. The aim of this project is to provide insights into the sentiment expressed by Twitter users towards specific topics or entities. It utilizes a combination of Tokenization, GloVe Word Embeddings, Bidirectional LSTM (Long Short-Term Memory), and an Attention layer to analyze and classify a tweet's sentiments (Positive and Negative).
Note: Due to the large size of file 'twitter_sentiment.keras', I am unable to upload it here.
⭐️ If you find this project useful or interesting, please consider giving it a star! ⭐️
Happy sentiment analysis!
