Created
March 16, 2014 03:42
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Pandas dataframe bar plot sample with flexible bar width and position
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import string | |
from pandas import DataFrame | |
import numpy as np | |
from numpy.random import randn | |
import pandas.tools.plotting as plotting | |
from matplotlib.pylab import close | |
df = DataFrame(randn(6, 4), | |
index=list(string.ascii_letters[:6]), | |
columns=['x', 'y', 'z', 'four']) | |
import matplotlib.pyplot as plt | |
df1 = df.copy() | |
df2 = df.drop('x', axis=1) | |
for df in [df1, df2]: | |
fig, axes = plt.subplots(3, 4, figsize=(14, 8)) | |
plt.subplots_adjust(top=0.95, bottom=0.05, left=0.05, right=0.95, hspace=0.35) | |
df.plot(kind='bar', title='Default', ax=axes[0, 0], legend=False) | |
df.plot(kind='bar', stacked=True, title='Default', ax=axes[0, 1], legend=False) | |
df.plot(kind='barh', title='Default', ax=axes[0, 2], legend=False) | |
df.plot(kind='barh', stacked=True, title='Default', ax=axes[0, 3], legend=False) | |
w = 0.9 | |
title = 'width={0}'.format(w) | |
df.plot(kind='bar', width=w, title=title, ax=axes[1, 0], legend=False) | |
df.plot(kind='bar', width=w, stacked=True, title=title, ax=axes[1, 1], legend=False) | |
df.plot(kind='barh', width=w, title=title, ax=axes[1, 2], legend=False) | |
df.plot(kind='barh', width=w, stacked=True, title=title, ax=axes[1, 3], legend=False) | |
p=0.2 | |
title = 'width={0}, pos={1}'.format(w, p) | |
df.plot(kind='bar', width=w, pos=p, title=title, ax=axes[2, 0], legend=False) | |
df.plot(kind='bar', width=w, pos=p, stacked=True, title=title, ax=axes[2, 1], legend=False) | |
df.plot(kind='barh', width=w, pos=p, title=title, ax=axes[2, 2], legend=False) | |
df.plot(kind='barh', width=w, pos=p, stacked=True, title=title, ax=axes[2, 3], legend=False) | |
plt.show() | |
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Example for
pandas-dev/pandas#6644