Reports & Analysis
CSMaP produces rigorous, data-driven reports and analyses on policy relevant topics.
Search or Filter
-
Analysis
Echo Chambers, Rabbit Holes, and Ideological Bias: How YouTube Recommends Content to Real Users
We find that YouTube’s recommendation algorithm does not lead the vast majority of users down extremist rabbit holes, although it does push users into increasingly narrow ideological ranges of content in what we might call evidence of a (very) mild ideological echo chamber.
October 13, 2022
-
Analysis
Are Influence Campaigns Trolling Your Social Media Feeds?
Now, there are ways to find out. New data shows that machine learning can identify content created by online political influence operations.
October 13, 2020