The data set contains sensor signals from a real application in industrial IoT. Our sample data contains data sensors from “Fakoor Sanat Iron Ore Concentrate Plant” that is IoT enabled. Ball mill is a piece of important and expensive equipment in the Iron Ore Concentrate industry. Sensors collect temperature and send them to the Fakoor cloud. Events gathered from the ball mill are used for failure prevention.