Scatter plots overlap in facetgrid in 3d
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- Dominant language
- Python
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Description
What happened?
Any matplotlib gurus have any ideas how to nicely fit 3d plots in facetgrid?
ds = xr.tutorial.scatter_example_dataset(seed=42)
fg = ds.plot.scatter(x="A", y="B", z="z", hue="y", markersize="x", row="x", col="w")
2d looks fine:
fg = ds.plot.scatter(x="A", y="B", hue="y", markersize="x", row="x", col="w")
What did you expect to happen?
No plots overlapping each other, even if rotating the plots.
Minimal Complete Verifiable Example
No response
MVCE confirmation
- Minimal example — the example is as focused as reasonably possible to demonstrate the underlying issue in xarray.
- Complete example — the example is self-contained, including all data and the text of any traceback.
- Verifiable example — the example copy & pastes into an IPython prompt or Binder notebook, returning the result.
- New issue — a search of GitHub Issues suggests this is not a duplicate.
Relevant log output
No response
Anything else we need to know?
No response
Environment
xr.show_versions()
INSTALLED VERSIONS
commit: None
python: 3.10.6 | packaged by conda-forge | (main, Aug 22 2022, 20:30:19) [MSC v.1929 64 bit (AMD64)]
python-bits: 64
OS: Windows
OS-release: 10
machine: AMD64
processor: Intel64 Family 6 Model 58 Stepping 9, GenuineIntel
byteorder: little
LC_ALL: None
LANG: en
LOCALE: ('Swedish_Sweden', '1252')
libhdf5: 1.12.2
libnetcdf: 4.8.1
xarray: 2022.9.1.dev266+gbd01f9cc.d20221006
pandas: 1.5.0
numpy: 1.23.3
scipy: 1.9.1
netCDF4: 1.6.1
pydap: installed
h5netcdf: 1.0.2
h5py: 3.7.0
Nio: None
zarr: 2.13.2
cftime: 1.6.2
nc_time_axis: 1.4.1
PseudoNetCDF: 3.2.2
rasterio: 1.3.2
cfgrib: None
iris: 3.3.0
bottleneck: 1.3.5
dask: 2022.9.2
distributed: 2022.9.2
matplotlib: 3.6.0
cartopy: 0.21.0
seaborn: 0.12.0
numbagg: 0.2.1
fsspec: 2022.8.2
cupy: None
pint: 0.19.2
sparse: 0.13.0
flox: 0.5.10.dev21+g91b6e19
numpy_groupies: 0.9.19
setuptools: 65.4.1
pip: 22.2.2
conda: None
pytest: 7.1.3
IPython: 7.33.0
sphinx: 5.2.3
C:\Users\J.W\anaconda3\envs\xarray-tests\lib\site-packages_distutils_hack_init_.py:33: UserWarning: Setuptools is replacing distutils.
warnings.warn("Setuptools is replacing distutils.")
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 by reproducing the 3D example through ds.plot.scatter with row and col facets, then compare it with the working 2D example. Investigate the facetgrid plotting entry point and verify the result while rotating the plots; done means the 3D panels no longer overlap.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- matplotlib, python
- Domain
- data-visualization
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100