Brockton Public Opinion Analysis
A comprehensive data analysis and visualization dashboard built with Python & Streamlit to evaluate public opinion concerning the youth in Brockton, Massachusetts. This project aggregates, synthesizes, and visualizes community voices from various social media and local news platforms to identify core concerns, sentiments, and trending topics regarding education, safety, and youth programs in the city.
Technologies Used
Key Features
Social media and local news aggregation
Sentiment analysis on community voices
Interactive visualization dashboard
Topic modeling for core concerns
Implementation
Developed an end-to-end data pipeline to aggregate information from diverse sources, perform sentiment analysis, and visualize trends regarding youth programs and safety.
Results & Impact
Successfully identified core concerns and trending topics, providing actionable insights for local policymakers and community leaders.