This dataset was used in a study sent to Model Assisted Statistics and Applications for publication and was obtained from the Ghana Health Information System (GHIS), a centralized national health database that records aggregated monthly health indicators from healthcare facilities across Ghana. Specifically, monthly incidence data on skin disease cases spanning January 2008 to December 2024 was retrieved, encompassing both outpatient and inpatient records from public health facilities.