If you use the "Clear Data" button on your Android phone to clear the local data, that is all you're clearing. Anything related to your account that is stored on your device will go away, but your primary account info, and anything else stored on Facebook's servers, is still out there. Clear Data is an EXCELLENT step to take when troubleshooting the issue.
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