• Processed city GeoJSON layers with Pandas + GeoPandas.
• Styled Folium choropleths & markers for gyms vs. park amenities.
• Added custom pop‑ups and heat‑maps to surface service deserts.
• Tool helps planners target under‑served neighbourhoods.

GitHub Repo