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The EdHub Library is an online teacher professional development that serves 238,434 users throughout the state of Missouri since May 2018. Teachers are able to search hundreds of online self-paced materials using a search engine. This presentation explores the relationships and feature extraction from 1,429 search terms and 5 search engine features. It also describes common search terms and predictive modeling for identifying terms and features that impact teachers’ information-seeking of search queries.