In his latest contribution Johannes Breuer co-wrote about YouTube Data and it’s usage for research in social science.
Breuer, J., Kohne, J., & Mohseni, M. R. (2023). Using YouTube data for social science research. In J. Skopek (Ed.), Research Handbook on Digital Sociology (pp. 258–277). Edward Elgar.