How to add title to Seaborn Heatmap color bar?

匿名 (未验证) 提交于 2019-12-03 03:06:01

问题:

If I have the following data and Seaborn Heatmap:

import pandas as pd data = pd.DataFrame({'x':(1,2,3,4),'y':(1,2,3,4),'z':(14,15,23,2)})  sns.heatmap(data.pivot_table(index='y', columns='x', values='z')) 

How do I add a title to the colour bar?

回答1:

You could set it afterwards after collecting it from an ax, or simply pass a label in cbar_kws like so.

import seaborn as sns import pandas as pd data = pd.DataFrame({'x':(1,2,3,4),'y':(1,2,3,4),'z':(14,15,23,2)})  sns.heatmap(data.pivot_table(index='y', columns='x', values='z'),                               cbar_kws={'label': 'colorbar title'}) 

It is worth noting that cbar_kws can be handy for setting other attributes on the colorbar such as tick frequency or formatting.



回答2:

You can use:

ax = sns.heatmap(data.pivot_table(index='y', columns='x', values='z')) ax.collections[0].colorbar.set_label("Hello") 


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