Ultimately, biases in data collection and analysis often mirror the broader societal biases. Confronting these requires not only methodological changes but also cultural and societal shifts. Recognizing the interconnectedness of societal values and biases with data practices reminds us that striving for unbiased data is part of a larger endeavor to create a more equitable and just society. By addressing these broader issues, we can better ensure that our data tells the whole story, accurately and fairly.
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