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A data analyst is analyzing fruit and vegetable sales at a grocery store. They’re able to find data on everything except red onions. If they exclude red onions from the analysis, this would be an example of creating or reinforcing bias.

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Fairness means ensuring that your analysis doesn't create or reinforce bias. Being inclusive, not exclusive, is an important part of fairness.

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