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To remove geographic dimensions from a Segment Comparison analysis, adding them to the Excluded Components panel before the comparison is effective. This method allows the product owner to explicitly define which dimensions should not be considered in the analysis, ensuring that the geographic data is excluded from the comparison results right from the outset.

This approach is particularly valuable because it provides clarity and precision in reporting, making it easier to focus on the relevant data without having to sift through or filter out unwanted dimensions after the comparison is made. By setting the exclusion at the preparation stage, it streamlines the analysis process and avoids clutter in the visualizations, ensuring that the insights drawn from the data are more focused and relevant.