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<div class='edit-github'><a href='https://github.com/home-assistant/home-assistant.github.io/tree/current/source/_ecosystem/notebooks/installation.markdown'>Edit this page on GitHub</a></div>
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Installation
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<p>To run Jupyter Notebooks locally, an installation of <a href="http://jupyter.org/">Jupyter</a> is needed. Consider to run Jupyter in a <a href="/getting-started/installation-virtualenv/">virtualenv</a>.</p>
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<div class="language-bash highlighter-rouge"><pre class="highlight"><code><span class="gp">$ </span>pip3 install jupyter matplotlib
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</code></pre>
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<p class="note warning">
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Certain notebooks hosted in the <a href="https://github.com/home-assistant/home-assistant-notebooks">Home Assistant notebooks repository</a> require access to a running Home Assistant instance or parts of a Home Assistant installation. If you want to run those notebooks, install Home Assistant with <code class="highlighter-rouge">$ pip3 install homeassistant</code> as well.
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</p>
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<p>Now you are able to start the application.</p>
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<div class="language-bash highlighter-rouge"><pre class="highlight"><code><span class="gp">$ </span>jupyter notebook
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<span class="o">[</span>I 17:22:18.081 NotebookApp] Writing notebook server cookie secret to /run/user/1000/jupyter/notebook_cookie_secret
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<span class="o">[</span>I 17:22:18.921 NotebookApp] Serving notebooks from <span class="nb">local </span>directory: /home/fabaff/home-assistant
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<span class="o">[</span>I 17:22:18.921 NotebookApp] 0 active kernels
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<span class="o">[</span>I 17:22:18.921 NotebookApp] The Jupyter Notebook is running at: http://localhost:8888/
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<span class="o">[</span>I 17:22:18.922 NotebookApp] Use Control-C to stop this server and shut down all kernels <span class="o">(</span>twice to skip confirmation<span class="o">)</span>.
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</code></pre>
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</div>
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<p>Open <a href="http://localhost:8888/">http://localhost:8888/</a> in your browser. Press “New” -> “Python3” to open a new notebook.</p>
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<p>You will get an empty notebook with one cell. Cells can contain code or text. To get the output of a cell you need to execute them with “Cell” -> “Run Cells” from the menu or by pressing the icon.</p>
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<p class="img">
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<img src="/images/screenshots/jupyter-notebook.png" />
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</p>
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<p>The downloadable version of this notebook is available in the <a href="https://github.com/home-assistant/home-assistant-notebooks/blob/master/first-notebook.ipynb">Home Assistant notebooks repository</a>.</p>
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<p>As you can see is the workflow very similar to working directly with a Python shell. One advantage is that you can go back and forth as you please and save your work.</p>
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<h1 class="title delta">Jupyter Notebooks</h1>
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<li><a href='/ecosystem/notebooks/'>Introduction </a></li>
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<li><a class='active' href='/ecosystem/notebooks/installation/'>Installation </a></li>
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<li><a href='/ecosystem/notebooks/api/'>Home Assistant API </a></li>
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<li><a href='/ecosystem/notebooks/stats/'>Statistics </a></li>
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