Whenever you are working with statistics, be mindful of the underlying data:
Learn more about thinking critically about statistics:
No BS (Bad Stats) by What if everything you thought you knew about Black people generally, and educating Black children specifically, was based on BS (bad stats)? Ivory A. Toldson uses data analysis, anecdotes, and powerful commentary to dispel common myths and challenge conventional beliefs about educating Black children. With provocative, engaging, and at times humorous prose, Toldson teaches educators, parents, advocates, and students how to avoid BS, raise expectations, and create an educational agenda for Black children that is based on good data, thoughtful analysis, and compassion. No BS helps people understand why Black people need people who believe in Black people enough not to believe every bad thing they hear about Black people.
How to Lie with Statistics by 
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