Basic: Examples with generated data

This example illustrates basic plotting functionality using generated data.

import matplotlib
from matplotlib import pyplot as plt

from upsetplot import generate_counts, plot

example = generate_counts()
print(example)

cat0   cat1   cat2
False  False  False      56
              True      283
       True   False    1279
              True     5882
True   False  False      24
              True       90
       True   False     429
              True     1957
Name: value, dtype: int64

plot(example)
plt.suptitle("Ordered by degree")
plt.show()

plot(example, sort_by="cardinality")
plt.suptitle("Ordered by cardinality")
plt.show()

plot(example, show_counts="{:,}")
plt.suptitle("With counts shown, using a thousands separator")
plt.show()

plot(example, show_counts="%d", show_percentages=True)
plt.suptitle("With counts and % shown")
plt.show()

plot(example, show_percentages="{:.2%}")
plt.suptitle("With fraction shown in custom format")
plt.show()

matplotlib.rcParams["font.size"] = 6
plot(example, show_percentages="{:.2%}")
plt.suptitle("With a smaller font size")
plt.show()