The 2018 Philly Mapathon focuses on using OpenStreetMap (OSM) for humanitarian purposes, including support for malaria eradication programs and disaster relief efforts. It highlights successful projects such as mapping vulnerable communities and improving field data, particularly in areas like Canaan, Haiti, post-earthquake. Participants are encouraged to volunteer, edit maps, and run their own mapathons to contribute to these humanitarian efforts.