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Question
- why should a data analyst pay attention to data bias?
it increases the accuracy of the data collected.
it is a method that systematically skews data towards the right outcome.
it is an error that can systematically skew results in a certain direction.
it makes sharing the results of the analysis easier for stakeholders.
Data bias is a systematic error in data collection, processing, or analysis that shifts results away from accurate, objective outcomes. It reduces data accuracy, does not skew data toward a "right" outcome, and does not simplify sharing results. The correct description is that it is an error causing systematic directional skew of results.
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It is an error that can systematically skew results in a certain direction.