To denote an item as Blocked, add a tag named blocked to the work item. If you tag it as Blocked and then remove the tag the same day it will not be shown as Blocked for that day!
Here is quick demo video on how to set and remove the blocked flag and how to get insights on the blocked time in ActionableAgile: