This is a project that had as goal to show on a map the references to geographical location from the text of publications from Italian language newspapers published in the United States between 1898 and 1920.
They have made the code and dataset publicly available on GitHub and hence can be used by scholars with a similar project.
A review of this project is available here https://utrecht-university.shinyapps.io/GeoNewsMiner/