There’s a lot to consider when deciding to add a dog to the family, such as finding out which breeds are more prone to get lost.

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Luckily, there’s data for that.

Business Insider partnered with Whistle, a company that makes a GPS and activity-tracking dog collar, to put together a list of the top ten breeds most likely to run away from home.

Anatolian Shepherds were No. 1, while Bloodhounds and Great Pyrenees placed second and third, respectively.

Which other breeds made the list? Check out the video below for the full breakdown.