LineGlyph¶

LineGlyph wraps Axes.plot, Axes.bar, and Axes.fill_between for line, bar, and band plots. y may be 1-D (one series) or 2-D (one series per column).

In [1]:

%matplotlib inline
import numpy as np
import matplotlib.pyplot as plt
from cleopatra.line_glyph import LineGlyph
x = np.linspace(0, 2 * np.pi, 100)

%matplotlib inline import numpy as np import matplotlib.pyplot as plt from cleopatra.line_glyph import LineGlyph x = np.linspace(0, 2 * np.pi, 100)

1. Line plot (multiple series)¶

In [2]:

y = np.column_stack([np.sin(x), np.cos(x)])
fig, ax, lines = LineGlyph(x, y).line(label=['sin', 'cos'], title='Lines')
ax.legend()

y = np.column_stack([np.sin(x), np.cos(x)]) fig, ax, lines = LineGlyph(x, y).line(label=['sin', 'cos'], title='Lines') ax.legend()

Out[2]:

<matplotlib.legend.Legend at 0x222b99c06e0>

2. Bar chart¶

In [3]:

xb = np.arange(6)
fig, ax, bars = LineGlyph(xb, np.array([3., 5., 2., 8., 4., 6.])).bar(title='Bars')

xb = np.arange(6) fig, ax, bars = LineGlyph(xb, np.array([3., 5., 2., 8., 4., 6.])).bar(title='Bars')

3. Band / envelope (fill_between)¶

In [4]:

upper = np.sin(x) + 0.3
lower = np.sin(x) - 0.3
fig, ax, band = LineGlyph(x, upper).fill_between(y2=lower, alpha=0.3, title='Band')

upper = np.sin(x) + 0.3 lower = np.sin(x) - 0.3 fig, ax, band = LineGlyph(x, upper).fill_between(y2=lower, alpha=0.3, title='Band')