
Build a visualization system that analyzes social media posts to detect sentiment trends. The platform should categorize positive, negative, and neutral sentiments and display trending topics through interactive charts.
Collect sample social media text dataset.
Perform text preprocessing.
Implement sentiment classification.
Store results in database.
Sentiment pie charts Trend line graphs Keyword frequency visualization Add filters for time and topic.
Test accuracy.
Deploy project.