Replication for Munger (2019) -- Mapping Politics on YouTube
The jupyter notebooks provide code for scraping the YouTube API. (I am not good at python, sorry).
ain_scraping.ipynb & msm_scraping.ipynb
collect all of the videos and video metadata for these two groups of media producers (see paper for details).
scrapes the search API for different search queries, every month from 2006 - 2018.
The R files take this data, pre-process it and plot it.