Auditing YouTube's Recommendation System

for Ideologically Congenial, Extreme, and Problematic Recommendations


Sock Puppet Explorer

Explore the data for each individual sock puppet.

Sock Puppet Ideology

{{ numSockPuppets | number }} total sock puppets.

Sock puppet #{{ selectedPuppetId | number }} was collected on {{ sockPuppetDate }}.




Videos/Recommendations to view

  • Trail depth: {{ iteration }}