Thoughtful Data: A Guide to Empathy and Equity in Data Communication
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Data shape how we understand the world—and how the world treats people. Yet data are never neutral. From redlining maps that entrenched racial segregation to charts that quietly reinforce stereotypes, the ways data are collected, analyzed, and visualized can produce real and lasting harm.
Thoughtful Data is a guide to practicing data work ethically, empathetically, and inclusively. Drawing on interviews with nearly 150 experts across research, journalism, design, data science, and policy, Jo...























