Dataset Open Access

PUDL Data Release v2.0.0

Selvans, Zane A.; Gosnell, Christina M.; Sharpe, Austen; Winter, Steven; Welty, Ethan; Rousik, Jan


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    <subfield code="a">&lt;p&gt;&lt;strong&gt;PUDL Data Release 2.0.0&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This is a data release from the &lt;a href="https://catalyst.coop/pudl"&gt;Public Utility Data Liberation (PUDL) project&lt;/a&gt;.&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&lt;a href="https://github.com/catalyst-cooperative/pudl"&gt;GitHub repository&lt;/a&gt; for the software used to generate this data.&lt;/li&gt;
	&lt;li&gt;&lt;a href="https://zenodo.org/record/5207986"&gt;Zenodo archive&lt;/a&gt; of the particular version (v0.4.0) of the software that went into this release. For use in citations &amp;amp; long-term accessibility you can use this doi: &lt;a href="https://doi.org/10.5281/zenodo.5207986"&gt;https://doi.org/10.5281/zenodo.5207986&lt;/a&gt;&lt;/li&gt;
	&lt;li&gt;&lt;a href="https://catalystcoop-pudl.readthedocs.io/en/v0.4.0/"&gt;Documentation&lt;/a&gt; and &lt;a href="https://catalystcoop-pudl.readthedocs.io/en/v0.4.0/release_notes.html#id1"&gt;release notes&lt;/a&gt; for the software and data.&lt;/li&gt;
	&lt;li&gt;The software can be installed via the &lt;a href="https://pypi.org/project/catalystcoop.pudl/0.4.0/"&gt;Python Package Index (PyPI)&lt;/a&gt; or &lt;a href="https://anaconda.org/conda-forge/catalystcoop.pudl"&gt;from conda-forge&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Using This Data&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The data in this archive is stored in a combination of SQLite database files, and Apache Parquet datasets. It can be used as a standalone resource, or in conjunction with the PUDL software. The PUDL documentation contains &lt;a href="https://catalystcoop-pudl.readthedocs.io/en/v0.4.0/data_dictionaries/index.html"&gt;data dictionaries&lt;/a&gt; for many of the data tables.&lt;/p&gt;

&lt;p&gt;If you want to use the data in conjunction with the PUDL software, we&amp;#39;ve included a Docker image within the archive that will run a Jupyter Notebook Server containing examples of use based on our &lt;a href="https://github.com/catalyst-cooperative/pudl-examples/"&gt;PUDL Examples repository&lt;/a&gt;. This Docker image contains all of the required software, and can access the associated archived data.&lt;/p&gt;

&lt;p&gt;Make sure that you&amp;#39;ve &lt;a href="https://docs.docker.com/get-docker/"&gt;got Docker installed and running&lt;/a&gt;, and also have &lt;a href="https://docs.docker.com/compose/install/"&gt;docker-compose&lt;/a&gt;. You&amp;#39;ll want to allocate at least 8GB of memory to Docker.&lt;/p&gt;

&lt;p&gt;To use the Docker container to access and work with the data, download and extract the compressed tar archive on you computer.&lt;/p&gt;

&lt;p&gt;Inside the directory that is created when you extract the archive, you will find a Docker image. Load that image into your Docker environment locally with: &amp;nbsp;&lt;/p&gt;

&lt;pre&gt;&lt;code class="language-bash"&gt;docker load -i pudl-jupyter.tar&lt;/code&gt;&lt;/pre&gt;

&lt;p&gt;Then within that same directory, run:&lt;/p&gt;

&lt;pre&gt;&lt;code class="language-bash"&gt;docker-compose up&lt;/code&gt;&lt;/pre&gt;

&lt;p&gt;This should start a Jupyter Notebook Server, and provide you with a link to connect to the server running on your local computer, beginning with&amp;nbsp;&lt;code&gt;https://127.0.0.1:48512 or&amp;nbsp;https://localhost:48512&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;You can select the tutorial notebooks from within the notebook interface. The README file contained in the archive and the &lt;a href="https://github.com/catalyst-cooperative/pudl-examples/"&gt;PUDL Examples&lt;/a&gt; repository both provide more details on how to access and work with the data.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Contact Us&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you&amp;#39;re using PUDL, we would love to hear from you! Even if it&amp;#39;s just a note to let us know that you exist, and how you&amp;#39;re using the software or data. You can also:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Subscribe to our announcements list for &lt;a href="https://catalyst.coop/updates"&gt;email updates&lt;/a&gt;.&lt;/li&gt;
	&lt;li&gt;Use the &lt;a href="https://github.com/catalyst-cooperative/pudl/issues"&gt;Github issue tracker&lt;/a&gt; to file bugs, suggest improvements, or ask for help.&lt;/li&gt;
	&lt;li&gt;Email the project team at &lt;a href="mailto:pudl@catalyst.coop"&gt;pudl@catalyst.coop&lt;/a&gt; for private communications.&lt;/li&gt;
	&lt;li&gt;Follow &lt;a href="https://twitter.com/CatalystCoop"&gt;@CatalystCoop&lt;/a&gt; on Twitter.&lt;/li&gt;
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