displot 'FacetGrid' object is not callable

Question

I wrote the following code in order to plot a 2×2 displot with seaborn:

df = pd.DataFrame(
    {'Re'    : x,
     'n'     : y,
     'Type'  : tp,
     'tg'    : tg,
     'gt'    : gt
    })

g = sns.FacetGrid(df, row='gt', col='tg', margin_titles=False, height=2.5, aspect=1.65)
g.map(sns.displot(df, x='Re', y='n', hue='Type', kind='kde',log_scale=True, palette=customPalette, fit_reg=False, x_jitter=.1))

However I get this error that I cannot fix:

func(*plot_args, **plot_kwargs)

TypeError: 'FacetGrid' object is not callable

The x, y, tp, tg and gt imported in the df are lists.

Does anyone have any clue what I might do to fix this?
Thank you in advance! 🙂

*This is how the df looks like:
[1]: https://i.stack.imgur.com/H6J9c.png

Asked By: Vaggelis

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Source

Answer 1

Well, sns.displotis already a FacetGrid. You can’t give it as a parameter to g.map. Moreover, the parameter to g.map is meant to be a function without evaluating it (so, without brackets, and the parameters given as parameters to g.map). See the examples at Seaborn’s FacetGrid page.

The most common FacetGrid parameters (such as row, col, heightand aspect) can be provided directly to sns.displot(). Less common parameters go into facet_kws=....

Here is an example:

from matplotlib import pyplot as plt
import seaborn as sns
import pandas as pd
import numpy as np

df = pd.DataFrame({'Re': np.random.rand(100),
                   'n': np.random.rand(100),
                   'Type': np.random.choice([*'abc'], 100),
                   'tg': np.random.choice(['ETG', 'LTG'], 100),
                   'gt': np.random.randint(0, 2, 100)})
g = sns.displot(df, x='Re', y='n', hue='Type', kind='kde',
                row='gt', col='tg', height=2.5, aspect=1.65,
                log_scale=True, palette='hls',
                facet_kws={'margin_titles': False})
plt.show()

To directly work with FacetGrid (not recommended), you could create a similar plot with:

g = sns.FacetGrid(df, row='gt', col='tg', hue='Type', palette='hls',
                  margin_titles=False, height=2.5, aspect=1.65)
g.map_dataframe(sns.kdeplot,
                x='Re', y='n',
                log_scale=True)
g.add_legend()

Answered By: JohanC

displot 'FacetGrid' object is not callable

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