Value of the data •This is the first dataset to compare the chemical profile of CO from 4 sources to display similarities and differences in profile relating to various processing methods and independent sources •This dataset could provide insight for investigators to identify the optimum composition and bioactive compounds for treatment of specific diseases using Cornus officinalis. •This dataset is valuable in showing the importance of HPLC/MS to analyze the extract at use to verify active ingredients.