Replication dataset related to the article: "Emotion recognition systems with electrodermal activity: From affective science to affective computing". This dataset contains the systematic search results and the curated list of articles used for the systematic review on automated affect recognition using Electrodermal Activity (EDA). It includes the raw extraction files, the inclusion/exclusion criteria results, and the final metadata of the studies analyzed in the publication. The purpose is to allow reproducibility of the systematic review process and provide a base for future meta-analyses in the field of affective computing. The dataset was generated following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Searches were conducted across multiple electronic databases using specific boolean queries related to EDA and Emotion Recognition.