In 2019-2020, in collaboration with my dissertation advisor Davy Temperley, I wrote a corpus that includes one popular melody from each year of the 20th century (1900–1999).
For the time being the corpus is hosted at https://github.com/vanderstel/pop-corpus.
Check back in soon for details.