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The data used in this analysis is from the U.S. Census Bureau’s 2012 and 2017 American Community Survey 1-Year Estimate Public Use Microdata Samples (PUMS). For the purpose of this analysis, only elementary, middlel, and secondary school teachers were categorized as teachers. Preschool, kindergarten, special education, and “other” teachers were excluded from the analysis. All remaining occupations were categorized as non-teachers, including post-secondary educators.

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