matplotlib
Fork me on GitHub


Travis-CI:

Related Topics

This Page

Plotting with keywordsΒΆ

There are some instances where you have data in a format that lets you access particular variables with strings. For example, with numpy.recarray or pandas.DataFrame.

Matplotlib allows you provide such an object with the data keyword argument. If provided, then you may generate plots with the strings corresponding to these variables.

../../_images/sphx_glr_keyword_plotting_001.png
import numpy as np
import matplotlib.pyplot as plt
np.random.seed(19680801)

data = {'a': np.arange(50),
        'c': np.random.randint(0, 50, 50),
        'd': np.random.randn(50)}
data['b'] = data['a'] + 10 * np.random.randn(50)
data['d'] = np.abs(data['d']) * 100

fig, ax = plt.subplots()
ax.scatter('a', 'b', c='c', s='d', data=data)
ax.set(xlabel='entry a', ylabel='entry b')
plt.show()

Total running time of the script: ( 0 minutes 0.018 seconds)

Gallery generated by Sphinx-Gallery