Replication Data for A GeoAI‑based Analytical Platform for Modeling Socioeconomic, Health, and Environmental Dynamics in Hays County, Texas.
Abstract
This replication dataset supports the article "A GeoAI‑based Analytical Platform for Modeling Socioeconomic, Health, and Environmental Dynamics in Hays County, Texas." It contains the processed geospatial data and interactive dashboard files needed to reproduce the study's integrated spatial analysis of environmental, socioeconomic, and health interactions in Hays County. 📂 Data Files HaysData.geojson – Census‑tract level variables for demographics, housing, environment, and health https://joshuaokeke.github.io/hayscounty/ – Interactive web dashboard for visualization and analysis 🔧 Methodology Federal data (U.S. Census ACS, CDC PLACES, EPA EJScreen, FEMA NFHL) were harmonized at census‑tract level. The platform performs spatial statistics (Moran’s I, LISA), bivariate mapping, and regression modeling via a web interface. 🎯 Purpose Enables users to: Explore Hays County vulnerability patterns Replicate spatial statistical results Conduct custom analyses Support equity‑focused planning
Fields of Study & Subjects
Environmental Justice and Health Disparities
Public Health and Environmental Issues
Geographic Information Systems Studies
Publication details
- Journal / source
- Texas Digital Library (University of Texas)
- Publication date
- 10 February 2026
- Language
- EN
- Document type
- Dataset