Removing Glue Residue After Removing Skin / Wrap from Surface

I'm replacing the black carbon-fiber skin I had on my Surface Pro 4 with a blue one to match the blue Typecover. After removing the skin, there's a ton of that tacky glue residue. I'm assuming it's important that I remove it before I put on the new skin, right? How do I do that?

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