How to annotate each cell of a heatmap in Seaborn?

MatplotlibPythonData Visualization

To annotate each cell of a heatmap, we can make annot = True in heatmap() method.

Steps

  • Set the figure size and adjust the padding between and around the subplots.
  • Create a Pandas dataframe with 5 columns.
  • Use sns.heatmap() to plot a dataframe (Step 2) with annot=True flag in the argument.
  • To display the figure, use show() method.

Example

import seaborn as sns
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
plt.rcParams["figure.figsize"] = [7.50, 3.50]
plt.rcParams["figure.autolayout"] = True
df = pd.DataFrame(np.random.random((5, 5)), columns=["a", "b", "c", "d", "e"])
sns.heatmap(df, annot=True, annot_kws={"size": 7})
plt.show()

Output

raja
Published on 02-Jun-2021 08:42:54
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