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I have an iPhone 5c, it will not turn on at all when it is off charge, and it will only loop at the apple logo when it is on charge. I have tried restoring via iTunes in DFU mode, but that did nothing. Is there anything else I need to do? Like replace the battery?

Yeah. That’s definitely the battery iPhone 5c Battery Replacement iPhone 5c Battery