hue argument for xarray.plot.step() for plotting multiple histograms over shared bins
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 4.2k
- Forks
- 1.4k
- Avg merge
- 2d 15h
- Merged PRs (30d)
- 14
Description
Is your feature request related to a problem? Please describe.
I love how efficiently we can plot line data for different observations using xr.DataArray.plot(hue={hue coordinate name}) over a 2D array, and I have appreciated xr.DataArray.plot.step() for plotting histogram data using interval coordinates. Today, I wanted to plot/compare several histograms over the same set of bins. I figured I could write xr.DataArray.plot.step(hue={...}), but I found out that this functionality is not implemented.
Describe the solution you'd like
I think we should have a hue kwarg for xr.DataArray.plot.step(). When specified, we would be able to plot 2D data in the same way as xr.DataArray.plot(), except that we get a set of step plots instead of a set of line plots.
Describe alternatives you've considered
- Use
xr.DataArray.plot()instead. This is effective for histograms with many bins, but inaccurately represents histograms with coarse bins - Manually call
xr.DataArray.plot.hist()on each 1D subarray for each label on the hue coordinate, adding appropriate labels and legend. This is fine and my current solution, but I think it would be excellent to use the same shorthand that was developed for line plots.
Additional context
I didn't evaluate the other plotting functions implemented, but I suspect that others could appropriately consider a hue argument but do not yet support doing so.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start at xr.DataArray.plot.step() and compare it with xr.DataArray.plot() on a 2D array using a hue coordinate. Trace the existing xr.DataArray.plot.hist() behavior and relevant plotting tests; done means shared-bin histograms render as separate labeled step plots for each hue slice.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100