How do I get the residue wax out of a tall glass candle?

I have put it in a pan of hot water to melt it and when I pour out the wax, it coats the sides of the glass. I would love to be able to use them again, with just tea lights in them and maybe do an etching or something like I have seen on Hometalk.

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