85 pairplot

https://vlrtraining.com/courses/python-data-science-beginner-tutorial

pairplot¶

pairplot will plot pairwise relationships across an entire dataframe (for the numerical columns) and supports a color hue argument (for categorical columns).

In [1]:

import seaborn as sns
%matplotlib inline
tips = sns.load_dataset('tips')
tips.head(1)

Out[1]:

	total_bill	tip	sex	smoker	day	time	size
0	16.99	1.01	Female	No	Sun	Dinner	2

In [5]:

sns.pairplot(tips)

Out[5]:

<seaborn.axisgrid.PairGrid at 0xc1d1710>

In [6]:

sns.pairplot(tips,hue='sex')

Out[6]:

<seaborn.axisgrid.PairGrid at 0xd2f5c50>

In [4]:

sns.pairplot(tips,hue='sex',palette='coolwarm')

Out[4]:

<seaborn.axisgrid.PairGrid at 0xbcd6f60>

In [7]:

sns.pairplot(tips,hue='smoker')

Out[7]:

<seaborn.axisgrid.PairGrid at 0xeab4898>