user248237dfsf user248237dfsf - 1 year ago 265
Python Question

how to annotate heatmap with text in matplotlib?

I am plotting a heatmap in matplotlib using:


how can I annotate the heatmap with the actual numbers plotted? meaning in each cell of the plotted heatmap, put the value corresponding to that cell in the 5x5 matrix passed to
. thanks.

Answer Source

There is no automatic feature to do such a thing, but you could loop through each point and put text in the appropriate location:

import matplotlib.pyplot as plt
import numpy as np

data = np.random.rand(5, 4)
heatmap = plt.pcolor(data)

for y in range(data.shape[0]):
    for x in range(data.shape[1]):
        plt.text(x + 0.5, y + 0.5, '%.4f' % data[y, x],


Code output


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