The Science of Science (Sci2) Tool is a modular toolset specifically designed for the study of science. It supports the temporal, geospatial, topical, and network analysis and visualization of scholarly datasets at the micro (individual), meso (local), and macro (global) levels.
If you are having trouble running Sci2 on your desktop, try the containerized version of Sci2 at https://github.com/CIShell/sci2-docker-vnc.