seaborn: lmplot() got an unexpected keyword argument 'figsize'

Question

How do I change the figure size for my lmplot in seaborn?

This is my current code, but apparently figsize isn't accepted.

sns.lmplot(x="x", y="y", hue="category", data=df,fit_reg=False,
       markers=["o", "x"], palette="Set1",figsize=(7,7));

Thanks.

score 24 · Accepted Answer · edited Jun 14 '19 at 12:14

24

Since an lmplot is "figure-level", figsize is determined by two parameters, size and aspect. I think size=7 will do what you want but I may be way off.

Here it is in the docs (search for "Change the height and aspect ratio of the facets"): http://seaborn.pydata.org/generated/seaborn.lmplot.html

Note: I have been endlessly confused by the exact same thing, and it would be really nice for sizing to have a consistent interface.

edited Jun 14 '19 at 12:14

IanS

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answered Mar 11 '16 at 20:17

Josh Rumbut

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consistency for titfles and legends would also be great! – tagoma Dec 20 '17 at 11:48
also how to make it to work with suplots? – Intelligent-Infrastructure Feb 26 '21 at 09:03
@Intelligent-Infrastructure not sure, might be worth asking a new question! Or maybe this answer will help: https://stackoverflow.com/a/14770827/1594060 – Josh Rumbut Feb 26 '21 at 15:58

Joe Heffer · Answer 2 · 2020-06-25T13:53:31.143

Compare these two ways of setting the size of a chart:

Generating a linear model plot

sns.lmplot(data=conversion, x='Week Index', y='Lead-Ann', height=4, aspect=5)

Creating figure with a regression plot

plt.figure(figsize=(24,4))
sns.regplot(data=conversion, x='Week Index', y='Lead-Ann')

The difference is explained the Seaborn documentation: seaborn.lmplot

Understanding the difference between regplot() and lmplot() can be a bit tricky. In fact, they are closely related, as lmplot() uses regplot() internally and takes most of its parameters. However, regplot() is an axes-level function, so it draws directly onto an axes (either the currently active axes or the one provided by the ax parameter), while lmplot() is a figure-level function and creates its own figure, which is managed through a FacetGrid. This has a few consequences, namely that regplot() can happily coexist in a figure with other kinds of plots and will follow the global matplotlib color cycle. In contrast, lmplot() needs to occupy an entire figure, and the size and color cycle are controlled through function parameters, ignoring the global defaults.

The `size` parameter has been renamed to `height`! – Uncaught Exception Jun 10 '20 at 08:44 — Uncaught Exception, Jun 10 '20 at 08:44

score 6 · Answer 3 · answered Apr 16 '19 at 05:56

In Seaborn 0.9.0, I think the correct way to do this is to use height (default of 5) to set the height of the figure and then use aspect (default of 1) to set the width. height * aspect = width.

To make a larger square, just increase the height:

sns.lmplot(x='x', y='y', hue='category', data=df, height=7);

To make it wider as well, increase the aspect ratio:

sns.lmplot(x='x', y='y', hue='category', data=df, height=7, aspect=1.6);

seaborn: lmplot() got an unexpected keyword argument 'figsize'

3 Answers3

Generating a linear model plot

Creating figure with a regression plot