Michael Waskom

Results 87 issues of Michael Waskom

Here are some notes on a plan for improving the layout options in the classes defined in `seaborn.axisgrid`. These objects try to produce plots with "nice layouts" by default, including...

enhancement
mod:axisgrid

This is a meta issue replacing the following (exhaustive) list of reports: - #2852 - #2005 - #1763 - #940 The basic issue is that artists in seaborn legends typically...

rough-edge
plots

Writing the API documentation examples in doctest style is constraining, with little benefit: - It's necessary to catch outputs or otherwise prevent the return value from ending up in the...

docs
testing

Here are some notes about legends, which are an area of future work. Challenges with legends include: ## Multi-variable legends When multiple semantic mappings exist (currently only possible in the...

rough-edge
wishlist

The purpose of this issue is to highlight the [FAQ page](https://github.com/mwaskom/seaborn/wiki/Frequently-Asked-Questions-(FAQs)) I am currently building. I expect this will ultimately be moved into the documentation at some point, but having...

enhancement
docs

Would be nice to be able to edit prose, etc. in plain text, along with not having to track all the cell metadata, etc.

docs
infrastructure

With recent shift in the docs to emphasize the figure-level plots, it raises the challenge that layering multiple plots (i.e. a swarmplot on top of a violinplot) this way is...

wishlist

i.e. ```python df = sns.load_dataset("penguins").select_dtypes(include=float) f, axs = plt.subplots(1, df.shape[1], figsize=(df.shape[1] * 3, 3), constrained_layout=True) for col, ax in zip(df, axs): sns.histplot(df[col], ax=ax) ``` ![image](https://user-images.githubusercontent.com/315810/109094481-08610b80-76e8-11eb-8a1b-15f913dc68c1.png) A few options: - Make...

plots
wishlist
mod:axisgrid

Related to #2052 I would like `heatmap` and `clustermap` to accept data in long-form and internally reshape/pivot to construct the rectangular matrix. `clustermap` actually already does this with the `pivot_kws`...

enhancement
refactor
mod:matrix

i.e. here: http://seaborn.pydata.org/api.html when hovering over each function, there could be a popup/expansion/figure panel illustrating the plot that function produces, either an actual example from the linked page or a...

docs
wishlist