Examining the Relevance of Political Advertising Transparency
summary
Argues that political advertising transparency is largely a PR response by Facebook, not a governance fix: researchers use the Facebook Ad Library API and the ad.watch collection to pull JSON records but find spend and reach given as ranges, demographics show outcomes not platform logic, and black‑box optimization (millions of signals) remains hidden. Facebook classifies very few ads as political — reportedly <1% classified as political — so transparency covers a tiny, noisy slice and often distracts from needed algorithmic oversight.
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chapters (17)
- 0:00Intro
- 0:57What is different
- 3:33What is Transparency
- 4:09Political Ads
- 5:20Examples of Political Ads
- 7:25Facebook Ad Library API
- 13:44Facebook Ads
- 16:00Political Advertising Transparency Framework
- 16:39Features for Indian Context
- 18:18Indian Media Environment
- 19:15Advertising Outside Facebook Environment
- 20:15Political Advertising Ecosystems
- 22:19Misinformation Disinformation and Political Advertising
- 23:54The scale of political advertising in India
- 26:11WhatsApps relationship with Facebook
- 27:30Does Facebook need political advertising transparency
- 28:28Would political ads qualify as gig work
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