Methodology
Case Studies
Method notes, data decisions, and analytical limits behind each Anmat research workflow.
Web ScrapingNLPCultural Analysis
Methodology behind EKa'a
Project: EKa'a | إيقاع
Our approach to extracting and analyzing contemporary Arabic song lyrics to identify societal portrayals.
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NLPAssociation Rule MiningMedia Analysis
Methodology behind Framing Gaza
Project: Framing Gaza
A deep dive into how we applied Association Rule Mining to over 25,000 mass-media articles covering the events in Gaza.
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Web ScrapingNLPGender Analysis
Methodology behind Women Framed
Project: Women Framed
How we scraped over 100,000 articles from Egyptian news outlets, then filtered them down to 455 stories covering violent crimes involving a female victim or perpetrator, across five outlets, applying Association Rule Mining to uncover gender-based framing patterns. Built on a proof of concept developed in partnership with the Egyptian Observatory for Journalism and Media.
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