Yeah I don't think Home depot would have anything except salt for clearing ice...not sure what the contents are for that type of salt.
The salt at the pool store says right on the front of the bag, Pure "NaCl." You may also be able to find good prices at grocery stores where you find the flour and sugar. They often have big bags of salt there.
Cole~