Since Facebook’s newest ‘upgrade’ all posted videos have been set to automatically begin playing as you scroll past them on your feed. Many users, including myself have found this incredibly irritating. Here is how to fix it:
First right click your drop down arrow found in the top right, and click on ‘settings’.
On the left hand side select ‘Videos’. Now set Auto-Play Videos to ‘Off’.
Cheers and Good Luck