The text discusses the importance of optimizing site selection for electric vehicle (EV) charging stations, particularly in areas with high demand. With 86% of cars sold in 2022 being non-EV, there is significant room for growth in this market. Spatial data science plays a crucial role in identifying optimal locations for EV charging infrastructure, leveraging geospatial data and advanced analytics to improve convenience, accessibility, and adoption rates. The analysis involves two main stages: uncovering high-demand EV charging areas and pinpointing optimal locations within those areas. By using spatial indexes, CARTO Workflows, and OpenStreetMap (OSM) data, decision-makers can strategically place charging infrastructure in high-demand areas, ultimately driving revenue and de-risking the market's growth. Organizations like Iberdrola and Cable Energia are taking this analysis further by applying geosegmentation to better understand consumer behavior and preferences, leading to optimized marketing strategies and resource allocation.