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"""
Horizontal boxplot with observations
====================================
_thumb: .7, .37
"""
import seaborn as sns
import matplotlib.pyplot as plt
sns.set(style="ticks")
# 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="range", palette="vlag")
# Add in points to show each observation
sns.swarmplot(x="distance", y="method", data=planets,
size=2, color=".3", linewidth=0)
# Tweak the visual presentation
ax.xaxis.grid(True)
ax.set(ylabel="")
sns.despine(trim=True, left=True)
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