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Keynote: Code and Clothes: How Open Data is Helping to Fix Fashion

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A neutral, open-source registry maps garment facilities and assigns an industry-specific unique ID so disparate databases can be linked; fuzzy matching using the Python library Dedupe drops matching time from seven hours to under four minutes, and a PostGIS/Django stack serving vector tiles displays tens of thousands of sites efficiently. Live seven months, the Open Apparel Registry API already helps trace brands tied to labor actions — enabling investigations that recover jobs for ~1,000 Cambodian workers, track 12,000 sacked in Bangladesh, and secure back pay and repatriation in Mauritius.

AI-written summary · about

  1. 0:00Fashion industry crisis
  2. 1:02Fashion’s social impact
  3. 3:52Environmental harm and supply chains
  4. 7:05Open Apparel Registry
  5. 9:20Open-source solutions
  6. 15:21Real-world impact cases
  7. 17:31How to contribute
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