Please help - What is this button on my phone?

I noticed that I have this weird menu button on my phone, that is floating on (over) all screens.
It has three dots and when pressed in pops up a "shortcut" menu for Facebook, Twitter, apps and search.
Does anybody know what it is and how to remove it?

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