Cyclical data example
- Dominant language
- Python
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Description
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.
Contributor guide
No contributing guide indexed for this repository
Research direction
No file, test, or entry point is named. Start by reviewing related issue #104 and selecting a suitable periodic dataset, then plan a notebook for folding data across known periods and a separate exploration of possible periods; done means both examples demonstrate the requested temporal patterns.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100