The maps below represent my initial exploration of writing code and web-based mapping sites, including CartoDB and ArcGIS Online. Leveraging the interactive, real time, and collaborative capabilities of the web pushes spatial analysis and visualization in new directions. Additionally I am currently deepening my coding writing skills- particularly Python, JSON, HTML, Java Script, CSS, and Markdown, to enhance my mapping abilities for both desktop and mobile web platforms.