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Percentiles like the median and quartiles divide details into equal parts. Box plots graphically show the center, spread, and outliers of knowledge. Scatter plots reveal relationships among two variables, while contingency tables summarize categorical knowledge associations. This chapter discusses issue estimates and confidence intervals. A point