Weight Fluctuation

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I know that it's normal for your weight to fluctuate day to day, but what is a normal fluctuation range? Or is there even a "normal?"

It's frustrating when you feel like you're slowly making progress, and then you weigh yourself and you've suddenly gained 3 pounds in a day.