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Data literacy is important for learning history and for reading primary source data visualizations. However, many teachers do not teach data literacy. Using a framework based on scholarship on teacher efficacy and teacher content knowledge, this study examines teachers’ conceptualizations of teaching data literacy in history classes following a professional learning opportunity aimed at helping them understand what data literacy is and why it is important in history instruction; teaching them about and modeling a method called “slow reveal graphics” for teaching primary source data visualizations in history; and giving them access to a wide variety of primary source data visualizations that have played a critical role in social and political movements in the past.