I spent just shy of 9 years working on a suite of products that stored and processed environmental sensor data. This kind of data is naturally stored and processed as a time series. A time series is a set of data points, each with a time and value, and often more. They are common for sensor data, but can be used for pretty much anything that is measured over time such as prices, performance metrics, and analytical data.
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