If my tablet was wiped clean cud it have happened by accident

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Settings. Look for Factory reset. (But that gives you a tablet like it just came out of the box - you'll have to enter all that starting information again, all your pictures, videos, music, files, installed apps (not the ones that cane with the tablet) will all be gone.
 
as for your title, it could have happened by mistake if you didn't know what you're doing. also if someone had your Google password, they can easily wipe your phone from Google find my device
 
Welcome to Android Central! It's also possible (although pretty rare) for a device to spontaneously go through a factory reset, which is probably due to some catastrophic firmware glitch.