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Looking Representative vs. Being Representative: The Hidden Risk in Your Data
https://www.mrisimmons.com/2025/07/30/looking-representative-vs-being-representative-the-hidden-risk-in-your-data/
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If your research data looks representative by being balanced across age, gender, and region, you might assume it’s reliable. But looks can be deceiving.