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1. the-markup/investigation-isp the-markup/investigation-isp Public

   An investigation of disparate outcomes in internet deals across 38 major cities in the United States.

   Jupyter Notebook 41 8

2. the-markup/investigation-amazon-brands the-markup/investigation-amazon-brands Public

   Materials to reproduce our findings in our stories, "Amazon Puts Its Own 'Brands' First Above Better-Rated Products" and "When Amazon Takes the Buy Box, it Doesn’t Give it up"

   Jupyter Notebook 71 11

3. the-markup/investigation-google-search-audit the-markup/investigation-google-search-audit Public

   Materials to reproduce findings in our story, "Google’s Top Search Result? Surprise! It’s Google"

   HTML 34 5

4. the-markup/investigation-youtube-ad-placements the-markup/investigation-youtube-ad-placements Public

   Data and code from our stories, "Google Has a Secret Blocklist that Hides YouTube Hate Videos from Advertisers—But It’s Full of Holes," and "Google Blocks Advertisers from Targeting Black Lives Mat…

   Jupyter Notebook 30 5

5. inspect-element inspect-element Public

   Inspect Element is a practitioner's guide to auditing algorithms and data-driven investigations

   Jupyter Notebook 37 3