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Interpreting data in tally charts, pictographs, and tables involves analyzing organized information to identify patterns, trends, or comparisons. Tally charts use marks to show frequency, pictographs represent data with symbols, and tables display values systematically. By reading these formats carefully, you can extract key insights and make informed decisions effectively.