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Data Based On: 54 franchised Item 19 Stores open for full year 2023, after excluding 19 stores that failed to deliver financial reports and 3 stores with ownership changes.

* Initial financial performance data was provided for 76 franchised stores. However, detailed cost and profit data (Gross Profit, Net Income) were presented for a sample of 54 franchised stores after excluding 19 stores that failed to deliver financial reports and 3 stores with ownership changes. The extracted `average_gross_revenue` and `median_gross_revenue` are from this 54-unit sample. `revenue_top_quartile` and `revenue_bottom_quartile` are set to null because quartile data was only provided for the 76-unit sample, not the 54-unit sample used for other metrics. `average_net_profit` was calculated as `average_gross_profit` ($503,829) minus the sum of `average_personnel_costs` ($144,970), `average_marketing_costs` ($55,546), and `average_facility_cost` ($121,099), resulting in $182,214. `best_guess_profit_low` and `best_guess_profit_high` are taken from the explicit Net Income range provided for the 54-unit sample.