#Horizontal boxplot with observations
import matplotlib.pyplot as plt
#conda install -c anaconda seaborn
import seaborn as sns
sns.set_theme(style="ticks")
def main():
# Initialize the figure with a logarithmic x axis
f, ax = plt.subplots(figsize=(7, 6))
ax.set_xscale("log")
# Load the example planets dataset
planets = sns.load_dataset("planets")
# Plot the orbital period with horizontal boxes
sns.boxplot(x="distance", y="method", data=planets,
whis=[0, 100], width=.6, palette="vlag")
# Add in points to show each observation
sns.stripplot(x="distance", y="method", data=planets,
size=4, color=".3", linewidth=0)
# Tweak the visual presentation
ax.xaxis.grid(True)
ax.set(ylabel="")
sns.despine(trim=True, left=True)
plt.savefig("ex378.png", dpi=100)
plt.show()
if __name__ == '__main__':
main()
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