Is this normal for the fuel gauge?

I've found that after i disconnect my battery & reconnect it, my gas gauge stops for working for a few hours. Then it seems to just start working again.

Is this normal?

Its kind of an annoyance as I disconnect my battery at the end of my weekend to save it from draining.