"This dataset provides a comprehensive profile of fish farmers in Kayunga, enabling researchers and policymakers to assess the status of aquaculture in the district, identify challenges and opportunities, and develop targeted support programs. It includes information on farmer demographics, farm characteristics, production practices, and economic outcomes."