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1. k12-teacher-trends-analysis k12-teacher-trends-analysis Public

   Analysis of K-12 teacher workforce trends using 8 years of NCES data (2016-2024). Examines COVID impact, state variations, and policy implications.

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2. GRALE-analysis GRALE-analysis Public

   Exploratory analysis of UNESCO's GRALE survey data examining patterns in adult learning and education systems across 197 countries. Focus on financing, participation, data quality, and regional var…

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3. classroom-tech-survey-2026 classroom-tech-survey-2026 Public

   Survey instrument and analysis code for 'What Parents and Teachers Report: Documenting Classroom Technology Use' — a national study of K-12 classroom technology use through parent and teacher obser…

4. edtech-bibliometric-2026 edtech-bibliometric-2026 Public

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5. classroom-youtube-tracker classroom-youtube-tracker Public

   Python reference implementation for analyzing YouTube watch history from school Google accounts. Estimates time spent on YouTube during school hours using a documented, citable methodology. See ASS…

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6. common-sense-review-archive common-sense-review-archive Public

   Systematic preservation and analysis of Common Sense Education community reviews — 619 reviews across 7 K-12 EdTech platforms, collected February 2026 before public access was removed.

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