Real-time stream processing of Facebook comments using Java, Kafka Streams, MongoDB, and Python. Performs word counts to spot trends and sentiment analysis on text, storing results in MongoDB for later analysis. Includes a real-time dashboard app that displays live comment analysis results.
To download the sentiment analysis pre-trained-model : https://drive.google.com/file/d/1O_5XlgtuD7mciu0B5-RK6yohjskl0gyT/view?usp=sharing
Or retrain it by executing the notebook and saving the model to ./sentiment-analysis-process/pretrained/model