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How can I create a visual depiction of when a device is on or off over a period of time?

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I have two separate events that logs a turn on and a turn off. I want to create a timechart showing when the device is on and off over a period of time. I only get a single event each time the state changes. How can I continue the state over time until a new state is recorded?

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