This dataset comprises 4 files. Files 1-3 include the indexed measurements of rainfall inferred from qualitative descriptions held in published and unpublished documents for respectively Mpwapwa, Tabora, and Ujiji. File 4 includes the indexed measurements of rainfall for all three locals inferred from the integration of documentary, reanalysis, global circulation model data.