added back sotus example

Author: andrewheusser

docs/auto_examples/auto_examples_jupyter.zip

@@ -7,6 +7,26 @@ Gallery of Examples
 
 
 
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="To plot text, simply pass the text data to the plot function.  Here, we are ploting each SOTU a...">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_sotus_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_sotus.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_sotus
+
 .. raw:: html
 
     <div class="sphx-glr-thumbcontainer" tooltip="Here is a basic example where we load in some data (a list of arrays - samples by features), ta...">

docs/auto_examples/auto_examples_python.zip

@@ -0,0 +1,54 @@
+{
+  "nbformat_minor": 0, 
+  "nbformat": 4, 
+  "cells": [
+    {
+      "execution_count": null, 
+      "cell_type": "code", 
+      "source": [
+        "%matplotlib inline"
+      ], 
+      "outputs": [], 
+      "metadata": {
+        "collapsed": false
+      }
+    }, 
+    {
+      "source": [
+        "\n# Plotting State of the Union Addresses from 1989-2017\n\n\nTo plot text, simply pass the text data to the plot function.  Here, we are\nploting each SOTU address fit to a topic model, and then reduced to visualize.\nBy default, hypertools transforms the text data using a model fit to a selected\nset of wikipedia pages.\n\n\n"
+      ], 
+      "cell_type": "markdown", 
+      "metadata": {}
+    }, 
+    {
+      "execution_count": null, 
+      "cell_type": "code", 
+      "source": [
+        "# Code source: Andrew Heusser\n# License: MIT\n\n# load hypertools\nimport hypertools as hyp\n\n# load the data\ngeo = hyp.load('sotus')\n\n# plot it\ngeo.plot()"
+      ], 
+      "outputs": [], 
+      "metadata": {
+        "collapsed": false
+      }
+    }
+  ], 
+  "metadata": {
+    "kernelspec": {
+      "display_name": "Python 2", 
+      "name": "python2", 
+      "language": "python"
+    }, 
+    "language_info": {
+      "mimetype": "text/x-python", 
+      "nbconvert_exporter": "python", 
+      "name": "python", 
+      "file_extension": ".py", 
+      "version": "2.7.11", 
+      "pygments_lexer": "ipython2", 
+      "codemirror_mode": {
+        "version": 2, 
+        "name": "ipython"
+      }
+    }
+  }
+}

docs/auto_examples/images/sphx_glr_plot_sotus_001.png

@@ -0,0 +1,24 @@
+# -*- coding: utf-8 -*-
+"""
+=============================
+Plotting State of the Union Addresses from 1989-2017
+=============================
+
+To plot text, simply pass the text data to the plot function.  Here, we are
+ploting each SOTU address fit to a topic model, and then reduced to visualize.
+By default, hypertools transforms the text data using a model fit to a selected
+set of wikipedia pages.
+
+"""
+
+# Code source: Andrew Heusser
+# License: MIT
+
+# load hypertools
+import hypertools as hyp
+
+# load the data
+geo = hyp.load('sotus')
+
+# plot it
+geo.plot()

docs/auto_examples/images/thumb/sphx_glr_plot_sotus_thumb.png

@@ -0,0 +1 @@
+28384fe763ffb88bed061ab872c728fb

docs/auto_examples/index.rst

@@ -0,0 +1,65 @@
+
+
+.. _sphx_glr_auto_examples_plot_sotus.py:
+
+
+=============================
+Plotting State of the Union Addresses from 1989-2017
+=============================
+
+To plot text, simply pass the text data to the plot function.  Here, we are
+ploting each SOTU address fit to a topic model, and then reduced to visualize.
+By default, hypertools transforms the text data using a model fit to a selected
+set of wikipedia pages.
+
+
+
+
+
+.. image:: /auto_examples/images/sphx_glr_plot_sotus_001.png
+    :align: center
+
+
+
+
+
+.. code-block:: python
+
+
+    # Code source: Andrew Heusser
+    # License: MIT
+
+    # load hypertools
+    import hypertools as hyp
+
+    # load the data
+    geo = hyp.load('sotus')
+
+    # plot it
+    geo.plot()
+
+**Total running time of the script:** ( 0 minutes  0.193 seconds)
+
+
+
+.. only :: html
+
+ .. container:: sphx-glr-footer
+
+
+  .. container:: sphx-glr-download
+
+     :download:`Download Python source code: plot_sotus.py <plot_sotus.py>`
+
+
+
+  .. container:: sphx-glr-download
+
+     :download:`Download Jupyter notebook: plot_sotus.ipynb <plot_sotus.ipynb>`
+
+
+.. only:: html
+
+ .. rst-class:: sphx-glr-signature
+
+    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.readthedocs.io>`_

docs/auto_examples/plot_sotus.ipynb

@@ -0,0 +1,2 @@
+�}q
Uhyp.load}q(Umodule_shortqU
+hypertoolsqUnameqUloadUmoduleqhus.