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Learning pandas - Second Edition by Michael Heydt

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Time-Series Modelling

A time-series is a measurement of one or more variables over a period of time and at a specific interval. Once a time-series is captured, analysis is often performed to identify patterns in the series, in essence, determining what is happening as time goes by. This ability to analyze time-series data is essential in the modern world, be it in order to analyze financial information or to monitor exercise on a wearable device and match your exercises to goals and diet.

pandas provides extensive abilities for modeling time-series data. In this chapter, we will examine many of these capabilities, including:

  • Creating time series with specific frequencies
  • Representation of dates, time, and intervals
  • Representing a point in ...

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