Work

Elections Policy Scraper and GBV Taxonomy

Scraping workflows and a GBV taxonomy used to study harmful content and platform accountability during Pakistan's 2024 elections.

Elections Policy Scraper and GBV Taxonomy visual

Problem

Election-period online harms can be difficult to categorise, especially when gendered abuse is coded, multilingual, or platform-specific.

What I did

Helped organise scraping workflows and taxonomy structures for evidence around harmful content and platform accountability.

Outcome

The work supported election-period research and accountability efforts with more structured evidence and harm categories.

Gallery

Elections Policy Scraper and GBV Taxonomy gallery image 1