Check out the amazing work by Rosés and Wolf at Humboldt University of Berlin creating this GDP database. But please take it all with a pinch of salt. Estimating GDP in 1900 is really hard.
Source: Rosés-Wolf database on regional GDP. Humboldt University of Berlin. Graph by: @thomasforth