Water Weight?

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For weeks, my weight has been stuck at 155, this morning it was 151. While I was REALLY excited, I am also curious if it could just be lost water weight? I only started dieting and exercise on Saturday. Also, a week ago I was taken off of medicine that had caused weight gain. Could the removal of this med cause the weight to start coming back off? Any advice would be so appreciated.