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Resolution in data analysis refers to the smallest change in value that can be detected by a measuring instrument. For example, most rulers have a resolution of one millimeter, allowing for measurements with precision. Similarly, a thermometer with a smaller scale division of 0.1 degree C has a resolution of 0.1 degree C. Understanding resolution is crucial when conducting controlled assessment tasks in data analysis.