faceted_histogram.py

"""
Facetting histograms by subsets of data
=======================================

_thumb: .42, .57
"""
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
sns.set(style="darkgrid")

tips = sns.load_dataset("tips")
g = sns.FacetGrid(tips, row="sex", col="time", margin_titles=True)
bins = np.linspace(0, 60, 13)
g.map(plt.hist, "total_bill", color="steelblue", bins=bins, lw=0)