Prius: Can someone explain the power usage meter & specific difference between power mode and Eco mode?

My brother just got me a Prius to replace my old beater Honda and I m having difficulty understanding the power usage meter (meter on dash with "Charge-Eco-Power") and the difference in the Eco & Power modes. I do understand the charge bit on the meter.

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