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Cyclical data example #105

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jbednar opened this issue Mar 7, 2016 · 0 comments
Open
3 tasks

Cyclical data example #105

jbednar opened this issue Mar 7, 2016 · 0 comments
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@jbednar
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jbednar commented Mar 7, 2016

Some data has an associated period that should be taken into account for visualizations. For instance, patterns may repeat according to a certain pattern based on the hour of the day, day of the week, month of the year, etc., or according to some non-calendar-based timeline.

We should make an example of plotting such data, first for a fixed, known timebase, and then possibly for exploring possible timebases interactively (akin to Fourier analysis, i.e. plotting across a range of periodicities).

Tasks:

  • Select suitable dataset (e.g. NYC Taxi, for calendar-based periods)
  • Make or update notebook showing how to fold the data across periods
  • Make an example showing how to search the space of possible periods to discover temporal patterns

See also #104.

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