Data

• Members and bibliography (only MapAI/CartoAI) from the ICA Commission on GeoAI as of December 2025
• Countries from Natural Earth as of November 2025

Tools

• D3.js for the globe and graph visualization
• SPECTER2 model for calculating the embeddings from the publication title and abstract
• UMAP for dimensionality reduction
• Minimum spanning tree with cosine similarity for connecting the nodes

Legend