How to add a title to a Seaborn heatmap with an example? 2

How to add a title to a Seaborn heatmap with an example?

To add a title to a Seaborn heatmap, first import the necessary libraries, including Seaborn and Matplotlib. Then, create the heatmap using the Seaborn library. Next, use the “set_title” function from Matplotlib to add a title to the heatmap. This function allows you to specify the title text and any desired formatting options. For example, to add a title to a Seaborn heatmap displaying the correlation matrix of a dataset, you could use the code: “plt.set_title(‘Correlation Matrix’)”. This would add the title “Correlation Matrix” to the top of the heatmap. Titles are important for providing context and clarity to visualizations, so adding a title to a Seaborn heatmap can enhance the overall presentation of data.

Add Title to Seaborn Heatmap (With Example)


You can use the following basic syntax to add a title to a heatmap in seaborn:

import matplotlib.pyplotas plt
import seaborn as sns

#create heatmap
sns.heatmap(df)

#add title
plt.title('This is my title')

The following example shows how to use this syntax in practice.

Example: Add Title to Heatmap in Seaborn

Suppose we have the following pandas DataFrame that contains information about points scored by various basketball players during five consecutive years:

import pandas as pd

#create DataFrame
df = pd.DataFrame({'year': [1, 2, 3, 4, 5, 1, 2, 3, 4, 5, 1, 2, 3, 4, 5],
                   'player': ['A', 'A', 'A', 'A', 'A', 'B', 'B',
                              'B', 'B', 'B', 'C', 'C', 'C', 'C', 'C'],
                   'points': [8, 12, 14, 14, 15, 10, 15, 19, 29, 13,
                              10, 14, 22, 24, 25]})

#pivot DataFrame
df = df.pivot('player', 'year', 'points')

#view DataFrame
print(df)

year     1   2   3   4   5
player                    
A        8  12  14  14  15
B       10  15  19  29  13
C       10  14  22  24  25

If we use the heatmap() function to create a heatmap in seaborn, no title will be added to the heatmap by default:

import seaborn as sns

#create heatmap
sns.heatmap(df, linewidth=.3)

However, we can use the title() function from matplotlib to quickly add a title to the heatmap:

import matplotlib.pyplotas plt
import seaborn as sns

#create heatmap
sns.heatmap(df, linewidth=.3)

#add title to heatmap
plt.title('Points Scored by Players Each Year')

seaborn heatmap with title

Also note that we can use the following arguments within the title() function to modify the appearance of the title:

  • loc: Location of the title text
  • color: Color of the title text
  • size: Font size of the title text

The following code shows how to add a title that is left-aligned, has a red font color, and a font size of 14:

import matplotlib.pyplot as plt
import seaborn as sns

#create heatmap
sns.heatmap(df, linewidth=.3)

#add customized title to heatmap
plt.title('Points Scored by Players Each Year', loc='left', color='red', size=14)

seaborn heatmap with customized title

The following tutorials explain how to perform other common operations in seaborn:

Cite this article

stats writer (2024). How to add a title to a Seaborn heatmap with an example?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-to-add-a-title-to-a-seaborn-heatmap-with-an-example/

stats writer. "How to add a title to a Seaborn heatmap with an example?." PSYCHOLOGICAL SCALES, 25 Jun. 2024, https://scales.arabpsychology.com/stats/how-to-add-a-title-to-a-seaborn-heatmap-with-an-example/.

stats writer. "How to add a title to a Seaborn heatmap with an example?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-to-add-a-title-to-a-seaborn-heatmap-with-an-example/.

stats writer (2024) 'How to add a title to a Seaborn heatmap with an example?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-to-add-a-title-to-a-seaborn-heatmap-with-an-example/.

[1] stats writer, "How to add a title to a Seaborn heatmap with an example?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, June, 2024.

stats writer. How to add a title to a Seaborn heatmap with an example?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.

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