Create a real-time analytics system that monitors social media platforms, identifies trending topics, and performs sentiment analysis to measure public opinion.
Integrate APIs to collect real-time social media data.
Clean and preprocess textual datasets.
Implement NLP-based sentiment analysis models.
Identify trending hashtags and engagement metrics.
Develop dashboards visualizing trends and sentiment distribution.
Evaluate accuracy and optimize models.
Document API integration and analytics workflow.
