My Lastest Projects

This Streamlit dashboard provides comprehensive, real-time analysis of gun violence incidents on school grounds across the United States. By automatically fetching and processing data from Everytown Research, the dashboard reveals critical patterns including that 84.1% of incidents occur during school months and 82.3% happen on weekdays. With 1,485+ incidents analyzed across all 50 states over 13 years, this tool transforms complex data into actionable insights for policymakers, educators, researchers, and communities working to create safer learning environments.

This project analyzes Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) data across U.S. hospitals from 2013 to 2023. By merging data from Maven Analytics (2013–2022) with the latest 2023 records from CMS HCAHPS, we create a comprehensive dataset capturing patient satisfaction trends, COVID-19 disruptions, and the strongest predictors of hospital ratings.