Knowledge discovery in open data for epidemic disease prediction

•Determinants extracted from open data of dengue, enterovirus, and influenza epidemics are presented.•Location, time, age, gender, climate data, and Google Trends data are considered.•Comparison between Google Trends excluded and included is conducted.•Accuracy and simplicity are used to validate the knowledge extraction technique.