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Dan Goldhaber; Grace T. Falken; Roddy Theobald; Maia Goodman Young – Education Next, 2024
This article evaluates the applicability at the state and district level of web scraping--an automated data-extraction technique that regularly exports and refreshes data from the Internet--to provide a low-cost way to get a close-to-real-time snapshot of the demand side of the teacher labor market. Once set up, web scraping can quickly build and…
Descriptors: Teacher Shortage, Data Collection, Teacher Supply and Demand, Labor Market