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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"

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<title>Customizing Location of Subplot Using GridSpec — Matplotlib 2.0.2.post4416.dev0+g1df513f documentation</title>

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<h3><a href="../../contents.html">Table Of Contents</a></h3>

<ul>

<li><a class="reference internal" href="#">Customizing Location of Subplot Using GridSpec</a><ul>

<li><a class="reference internal" href="#basic-example-of-using-subplot2grid">Basic Example of using subplot2grid</a></li>

<li><a class="reference internal" href="#gridspec-and-subplotspec">GridSpec and SubplotSpec</a></li>

<li><a class="reference internal" href="#adjust-gridspec-layout">Adjust GridSpec layout</a></li>

<li><a class="reference internal" href="#gridspec-using-subplotspec">GridSpec using SubplotSpec</a></li>

<li><a class="reference internal" href="#a-complex-nested-gridspec-using-subplotspec">A Complex Nested GridSpec using SubplotSpec</a></li>

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<h1>Customizing Location of Subplot Using GridSpec<a class="headerlink" href="#customizing-location-of-subplot-using-gridspec" title="Permalink to this headline">¶</a></h1>

How to create grid-shaped combinations of axes.

<dt><a class="reference internal" href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec"><code class="xref py py-class docutils literal">GridSpec</code></a></dt>

<dd>specifies the geometry of the grid that a subplot will be

placed in. The number of rows and number of columns of the grid

need to be set. Optionally, the subplot layout parameters

(e.g., left, right, etc.) can be tuned.</dd>

<dt><a class="reference internal" href="../../api/_as_gen/matplotlib.gridspec.SubplotSpec.html#matplotlib.gridspec.SubplotSpec" title="matplotlib.gridspec.SubplotSpec"><code class="xref py py-class docutils literal">SubplotSpec</code></a></dt>

<dd>specifies the location of the subplot in the given GridSpec.</dd>

<dt><a class="reference internal" href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="matplotlib.pyplot.subplot2grid"><code class="xref py py-func docutils literal">subplot2grid()</code></a></dt>

<dd>a helper function that is similar to <a class="reference internal" href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="matplotlib.pyplot.subplot"><code class="xref py py-func docutils literal">subplot()</code></a>

but uses 0-based indexing and let subplot to occupy multiple cells.</dd>

</dl>

</div></blockquote>

<div class="highlight-python"><div class="highlight"><pre>import matplotlib.pyplot as plt

import matplotlib.gridspec as gridspec

</pre></div>

</div>

<h2>Basic Example of using subplot2grid<a class="headerlink" href="#basic-example-of-using-subplot2grid" title="Permalink to this headline">¶</a></h2>

<div class="highlight-python"><div class="highlight"><pre># To use :func:`~matplotlib.pyplot.subplot2grid`, you provide geometry of

# the grid and the location of the subplot in the grid. For a simple

# single-cell subplot

ax = <a href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="View documentation for matplotlib.pyplot.subplot2grid">plt.subplot2grid</a>((2, 2), (0, 0))

# is identical to

ax = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(2, 2, 1)

</pre></div>

</div>

</li>

</li>

</ul>

Note that, unlike Matplotlib’s subplot, the index starts from 0 in GridSpec.

To create a subplot that spans multiple cells:

<div class="highlight-python"><div class="highlight"><pre>fig = <a href="../../api/_as_gen/matplotlib.figure.figaspect.html#matplotlib.figure" title="View documentation for matplotlib.pyplot.figure">plt.figure</a>()

ax2 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="View documentation for matplotlib.pyplot.subplot2grid">plt.subplot2grid</a>((3, 3), (1, 0), colspan=2)

ax3 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="View documentation for matplotlib.pyplot.subplot2grid">plt.subplot2grid</a>((3, 3), (1, 2), rowspan=2)

</pre></div>

</div>

For example, see the output of the following commands:

<div class="highlight-python"><div class="highlight"><pre>ax1 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="View documentation for matplotlib.pyplot.subplot2grid">plt.subplot2grid</a>((3, 3), (0, 0), colspan=3)

ax4 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="View documentation for matplotlib.pyplot.subplot2grid">plt.subplot2grid</a>((3, 3), (2, 0))

ax5 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot2grid.html#matplotlib.pyplot.subplot2grid" title="View documentation for matplotlib.pyplot.subplot2grid">plt.subplot2grid</a>((3, 3), (2, 1))

</pre></div>

</div>

</div>

<h2>GridSpec and SubplotSpec<a class="headerlink" href="#gridspec-and-subplotspec" title="Permalink to this headline">¶</a></h2>

You can create <a class="reference internal" href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="matplotlib.gridspec.GridSpec"><code class="xref py py-class docutils literal">GridSpec</code></a> explicitly and use

them to create a subplot.

For example:

# is equal to:

gs = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="View documentation for matplotlib.gridspec.GridSpec">gridspec.GridSpec</a>(2, 2)

ax = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs[0, 0])

# A GridSpec instance provides array-like (2d or 1d) indexing that

# returns the SubplotSpec instance. For a SubplotSpec that spans multiple

# cells, use slice. ::

ax2 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs[1, :-1])

ax3 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs[1:, -1])

</pre></div>

</div>

</li>

</li>

</ul>

The above example becomes

<div class="highlight-default"><div class="highlight"><pre>.. code-block:: python

</pre></div>

</div>

<div>fig = plt.figure()

gs = gridspec.GridSpec(3, 3)

ax1 = plt.subplot(gs[0, :])

ax2 = plt.subplot(gs[1, :-1])

ax3 = plt.subplot(gs[1:, -1])

ax4 = plt.subplot(gs[-1, 0])

ax5 = plt.subplot(gs[-1, -2])</div></blockquote>

</div>

<h2>Adjust GridSpec layout<a class="headerlink" href="#adjust-gridspec-layout" title="Permalink to this headline">¶</a></h2>

When a GridSpec is explicitly used, you can adjust the layout

parameters of subplots that are created from the GridSpec.

</pre></div>

</div>

<div>fig = plt.figure()

gs1 = gridspec.GridSpec(3, 3)

gs1.update(left=0.05, right=0.48, wspace=0.05)</div></blockquote>

This is similar to <a class="reference internal" href="../../api/_as_gen/matplotlib.pyplot.subplots_adjust.html#matplotlib.pyplot.subplots_adjust" title="matplotlib.pyplot.subplots_adjust"><code class="xref py py-func docutils literal">subplots_adjust()</code></a>, but it only

affects the subplots that are created from the given GridSpec.

For example, see this code and the resulting figure:

gs1 = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="View documentation for matplotlib.gridspec.GridSpec">gridspec.GridSpec</a>(3, 3)

gs1.update(left=0.05, right=0.48, wspace=0.05)

ax1 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs1[:-1, :])

ax2 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs1[-1, :-1])

ax3 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs1[-1, -1])

gs2 = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="View documentation for matplotlib.gridspec.GridSpec">gridspec.GridSpec</a>(3, 3)

gs2.update(left=0.55, right=0.98, hspace=0.05)

ax4 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs2[:, :-1])

ax5 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs2[:-1, -1])

ax6 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs2[-1, -1])

</pre></div>

</div>

</li>

</li>

</ul>

</div>

<h2>GridSpec using SubplotSpec<a class="headerlink" href="#gridspec-using-subplotspec" title="Permalink to this headline">¶</a></h2>

You can create GridSpec from the <a class="reference internal" href="../../api/_as_gen/matplotlib.gridspec.SubplotSpec.html#matplotlib.gridspec.SubplotSpec" title="matplotlib.gridspec.SubplotSpec"><code class="xref py py-class docutils literal">SubplotSpec</code></a>,

in which case its layout parameters are set to that of the location of

the given SubplotSpec.

gs0 = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="View documentation for matplotlib.gridspec.GridSpec">gridspec.GridSpec</a>(1, 2)

gs00 = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpecFromSubplotSpec.html#matplotlib.gridspec.GridSpecFromSubplotSpec" title="View documentation for matplotlib.gridspec.GridSpecFromSubplotSpec">gridspec.GridSpecFromSubplotSpec</a>(3, 3, subplot_spec=gs0[0])

gs01 = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpecFromSubplotSpec.html#matplotlib.gridspec.GridSpecFromSubplotSpec" title="View documentation for matplotlib.gridspec.GridSpecFromSubplotSpec">gridspec.GridSpecFromSubplotSpec</a>(3, 3, subplot_spec=gs0[1])

</pre></div>

</div>

</div>

<h2>A Complex Nested GridSpec using SubplotSpec<a class="headerlink" href="#a-complex-nested-gridspec-using-subplotspec" title="Permalink to this headline">¶</a></h2>

Here’s a more sophisticated example of nested GridSpec where we put

a box around each cell of the outer 4x4 grid, by hiding appropriate

spines in each of the inner 3x3 grids.

<div class="highlight-python"><div class="highlight"><pre>import numpy as np

from itertools import product

def squiggle_xy(a, b, c, d, i=np.arange(0.0, 2*np.pi, 0.05)):

return np.sin(i*a)*np.cos(i*b), np.sin(i*c)*np.cos(i*d)

fig = <a href="../../api/_as_gen/matplotlib.figure.figaspect.html#matplotlib.figure" title="View documentation for matplotlib.pyplot.figure">plt.figure</a>(figsize=(8, 8))

# gridspec inside gridspec

outer_grid = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpec.html#matplotlib.gridspec.GridSpec" title="View documentation for matplotlib.gridspec.GridSpec">gridspec.GridSpec</a>(4, 4, wspace=0.0, hspace=0.0)

for i in range(16):

inner_grid = <a href="../../api/_as_gen/matplotlib.gridspec.GridSpecFromSubplotSpec.html#matplotlib.gridspec.GridSpecFromSubplotSpec" title="View documentation for matplotlib.gridspec.GridSpecFromSubplotSpec">gridspec.GridSpecFromSubplotSpec</a>(

3, 3, subplot_spec=outer_grid[i], wspace=0.0, hspace=0.0)

a, b = int(i/4)+1, i % 4+1

for j, (c, d) in enumerate(product(range(1, 4), repeat=2)):

ax = plt.Subplot(fig, inner_grid[j])

ax.plot(*squiggle_xy(a, b, c, d))

ax.set_xticks([])

ax.set_yticks([])

fig.add_subplot(ax)

all_axes = fig.get_axes()

# show only the outside spines

for ax in all_axes:

for sp in ax.spines.values():

sp.set_visible(False)

if ax.is_first_row():

ax.spines['top'].set_visible(True)

if ax.is_last_row():

ax.spines['bottom'].set_visible(True)

if ax.is_first_col():

ax.spines['left'].set_visible(True)

if ax.is_last_col():

ax.spines['right'].set_visible(True)

<a href="../../api/_as_gen/matplotlib.pyplot.show.html#matplotlib.pyplot.show" title="View documentation for matplotlib.pyplot.show">plt.show</a>()

# GridSpec with Varying Cell Sizes

# ================================

#

# By default, GridSpec creates cells of equal sizes. You can adjust

# relative heights and widths of rows and columns. Note that absolute

# values are meaningless, only their relative ratios matter.

width_ratios=[1, 2],

height_ratios=[4, 1]

)

ax1 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs[0])

ax4 = <a href="../../api/_as_gen/matplotlib.pyplot.subplot.html#matplotlib.pyplot.subplot" title="View documentation for matplotlib.pyplot.subplot">plt.subplot</a>(gs[3])

</pre></div>

</div>

</li>

</li>

</ul>

Total running time of the script: ( 0 minutes 4.428 seconds)

<a class="reference download internal" href="../../_downloads/gridspec.py" download=""><code class="xref download docutils literal">Download Python source code: gridspec.py</code></a></div>

<a class="reference download internal" href="../../_downloads/gridspec.ipynb" download=""><code class="xref download docutils literal">Download Jupyter notebook: gridspec.ipynb</code></a></div>

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document.getElementById("fc-light").style.display = "block";

document.getElementById("fc-light").style.webkitAnimation = "fadesin 1.5s";

document.getElementById("fc-light").style.animation = "fadesin 1.5s";

document.getElementById("fc-light").style.mozAnimation = "fadesin 1.5s";

document.getElementById("fc-main").style.display = "block";

document.getElementById("fc-main").style.webkitAnimation = "fadesin 1.5s";

document.getElementById("fc-main").style.animation = "fadesin 1.5s";

document.getElementById("fc-main").style.mozAnimation = "fadesin 1.5s";

document.getElementById("fc-close").style.display = "block";

document.getElementById("fc-close").style.webkitAnimation = "fadesin 1.5s";

document.getElementById("fc-close").style.animation = "fadesin 1.5s";

document.getElementById("fc-close").style.mozAnimation = "fadesin 1.5s";

document.getElementById("fc-myFrame").style.display = "block";

document.getElementById("fc-myFrame").style.webkitAnimation = "fadesin 1.5s";

document.getElementById("fc-myFrame").style.animation = "fadesin 1.5s";

document.getElementById("fc-myFrame").style.mozAnimation = "fadesin 1.5s";

document.getElementById("fc-myFrame").src="https://www.flipcause.com/widget/"+cause_id;

}

function close_window() {

document.getElementById("fc-fade").style.display="none";

document.getElementById("fc-light").style.display="none";

document.getElementById("fc-main").style.display="none";

document.getElementById("fc-close").style.display="none";

document.getElementById("fc-myFrame").style.display="none";

}

</script>

</div><iframe id="fc-myFrame" iframe height="580" width="925" style="border: 0;

border-radius:5px 5px 5px 5px; box-shadow:0 0 8px rgba(0, 0, 0, 0.5);" scrolling="no" src=""></iframe></div>

</div>

</footer>

</html>

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