Cut off the tops of the clementines and scoop out filling. Save the skins.
Add filling into a nutbag or cheesecloth and squeeze out juice into large bowl.
Add agave/honey and vanilla bean into bowl and whisk to combine.
Add mixture into container and freeze for 4 hours, stirring every hour.
Once finished, scoop into skins and enjoy immediately or freeze until ready.