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‎book/01.Rmd

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‎book/02.Rmd

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## Further Reading
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* Heddings, Lowell. 2006. “Keyboard Shortcuts for Bash.” <a href="http://www.howtogeek.com/howto/ubuntu/keyboard-shortcuts-for-bash-command-shell-for-ubuntu-debian-suse-redhat-linux-etc" class="uri">http://www.howtogeek.com/howto/ubuntu/keyboard-shortcuts-for-bash-command-shell-for-ubuntu-debian-suse-redhat-linux-etc</a>.
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* Peek, Jerry, Shelley Powers, Tim O’Reilly, and Mike Loukides. 2002. <em>Unix Power Tools</em>. 3rd Ed. O’Reilly Media.
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‎book/03.Rmd

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## Further Reading
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* Molinaro, Anthony. 2005. <em>SQL Cookbook</em>. O’Reilly Media.
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* Wikipedia. 2014. “List of Http Status Codes.” <a href="http://en.wikipedia.org/wiki/List_of_HTTP_status_codes" class="uri">http://en.wikipedia.org/wiki/List_of_HTTP_status_codes</a>.
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## Further Reading
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* Docopt. 2014. “Command-Line Interface Description Language.” <a href="http://docopt.org" class="uri">http://docopt.org</a>.
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* Robbins, Arnold, and Nelson H. F. Beebe. 2005. <em>Classic Shell Scripting</em>. O’Reilly Media.
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* Peek, Jerry, Shelley Powers, Tim O’Reilly, and Mike Loukides. 2002. <em>Unix Power Tools</em>. 3rd Ed. O’Reilly Media.
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* Perkins, Jacob. 2010. <em>Python Text Processing with Nltk 2.0 Cookbook</em>. Packt Publishing.
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* McKinney, Wes. 2012. <em>Python for Data Analysis</em>. O’Reilly Media.
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* Rossant, Cyrille. 2013. <em>Learning Ipython for Interactive Computing and Data Visualization</em>. Packt Publishing.
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* Wirzenius, Lars. 2013. “Writing Manual Pages.” <a href="http://liw.fi/manpages/" class="uri">http://liw.fi/manpages/</a>.
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* Raymond, Eric Steven. 2014. “Basics of the Unix Philosophy.” <a href="http://www.faqs.org/docs/artu/ch01s06.html" class="uri">http://www.faqs.org/docs/artu/ch01s06.html</a>.

‎book/05.Rmd

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## Further Reading
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* Molinaro, Anthony. 2005. <em>SQL Cookbook</em>. O’Reilly Media.
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* Goyvaerts, Jan, and Steven Levithan. 2012. <em>Regular Expressions Cookbook</em>. 2nd Ed. O’Reilly Media.
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* Dougherty, Dale, and Arnold Robbins. 1997. <em>Sed &amp; Awk</em>. 2nd Ed. O’Reilly Media.
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‎book/06.Rmd

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## Further Reading
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* Factual. 2014. “Drake.” <a href="https://github.com/Factual/drake" class="uri">https://github.com/Factual/drake</a>.
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‎book/07.Rmd

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## Further Reading
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* Wickham, Hadley. 2009. <em>ggplot2: Elegant Graphics for Data Analysis</em>. Springer.
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* Janert, Philipp K. 2009. <em>Gnuplot in Action</em>. Manning Publications.
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* Tukey, John W. 1977. <em>Exploratory Data Analysis</em>. Pearson.
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‎book/08.Rmd

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## Further Reading
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* Tange, O. 2011. “GNU Parallel - the Command-Line Power Tool.”<em>;Login: The USENIX Magazine</em> 36 (1). Frederiksberg, Denmark:42–47. <a href="http://www.gnu.org/s/parallel" class="uri">http://www.gnu.org/s/parallel</a>.
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* Tange, Ole. 2014. “GNU Parallel.” <a href="http://www.gnu.org/software/parallel" class="uri">http://www.gnu.org/software/parallel</a>.
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* Services, Amazon Web. 2014. “AWS Command Line Interface.” <a href="http://aws.amazon.com/cli" class="uri">http://aws.amazon.com/cli</a>.
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‎book/09.Rmd

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## Further Reading
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* Cortez, P., A. Cerdeira, F. Almeida, T. Matos, and J. Reis. 2009. “Modeling Wine Preferences by Data Mining from Physicochemical Properties.” <em>Decision Support Systems</em> 47 (4). Elsevier:547–53.
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* Hall, Mark, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, and Ian H. Witten. 2009. “The WEKA Data Mining Software: An Update.” <em>SIGKDD Explorations</em> 11 (1). ACM.
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* Pearson, K. 1901. “On Lines and Planes of Closest Fit to Systems of Points in Space.” <em>Philosophical Magazine</em> 2 (11):559–72.
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* Maaten, Laurens van der, and Geoffrey Everest Hinton. 2008. “Visualizing Data Using T-SNE.” <em>Journal of Machine Learning Research</em> 9:2579–2605.
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‎book/10.Rmd

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### APIs
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* Russell, Matthew. 2013. <em>Mining the Social Web</em>. 2nd Ed. O’Reilly Media.
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* Warden, Pete. 2011. <em>Data Source Handbook</em>. O’Reilly Media.
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### Shell Programming
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* Winterbottom, David. 2014. “Commandlinefu.com.” <a href="http://www.commandlinefu.com" class="uri">http://www.commandlinefu.com</a>.
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* Peek, Jerry, Shelley Powers, Tim O’Reilly, and Mike Loukides. 2002. <em>Unix Power Tools</em>. 3rd Ed. O’Reilly Media.
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* Goyvaerts, Jan, and Steven Levithan. 2012. <em>Regular Expressions Cookbook</em>. 2nd Ed. O’Reilly Media.
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* Cooper, Mendel. 2014. “Advanced Bash-Scripting Guide.” <a href="http://www.tldp.org/LDP/abs/html" class="uri">http://www.tldp.org/LDP/abs/html</a>.
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* Robbins, Arnold, and Nelson H. F. Beebe. 2005. <em>Classic Shell Scripting</em>. O’Reilly Media.
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### Python, R, and SQL
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* Wickham, Hadley. 2009. <em>ggplot2: Elegant Graphics for Data Analysis</em>. Springer.
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* McKinney, Wes. 2012. <em>Python for Data Analysis</em>. O’Reilly Media.
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* Rossant, Cyrille. 2013. <em>Learning Ipython for Interactive Computing and Data Visualization</em>. Packt Publishing.
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### Interpreting Data
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* Shron, Max. 2014. <em>Thinking with Data</em>. O’Reilly Media.
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* Patil, DJ. 2012. <em>Data Jujitsu</em>. O’Reilly Media.
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## Getting in Touch

‎book/_output.yml

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‎book/index.Rmd

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documentclass: book
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bibliography: [library.bib, tools.bib]
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@Schutt2013, @Peek2002, @Heddings2006, @Molinaro2005, @HTTP, @docopt, @Rossant2013, @manpages, @Raymond2003, @Goyvaerts2012, @Dougherty1997, @Tange2011a, @Cortez2009, @commandlinefu, @Cooper2014, @Russell2013, @Warden2011
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link-citations: yes
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description: "This is the website for Data Science at the Command Line, published by O'Reilly October 2014 First Edition. This hands-on guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You’ll learn how to combine small, yet powerful, command-line tools to quickly obtain, scrub, explore, and model your data."
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‎book/library.bib

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author = {Amazon&nbsp;Web&nbsp;Services},
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@book{Dougherty1997,
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title = {sed \& awk},
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publisher = {O'Reilly Media},
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‎docs/conclusion-1.html

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<p>As this book is on the intersection of the command line and data science, many related topics have only been touched upon. Now, it’s up to you to further explore these topics. Below is a list of topics and suggested resources to consult.</p>
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<div id="apis" class="section level3">
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<h3><span class="header-section-number">10.3.1</span> APIs</h3>
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<ul>
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<li>Russell, Matthew. 2013. <em>Mining the Social Web</em>. 2nd Ed. O’Reilly Media.</li>
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<li>Warden, Pete. 2011. <em>Data Source Handbook</em>. O’Reilly Media.</li>
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</ul>
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<div id="shell-programming" class="section level3">
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<h3><span class="header-section-number">10.3.2</span> Shell Programming</h3>
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<ul>
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<li>Winterbottom, David. 2014. “Commandlinefu.com.” <a href="http://www.commandlinefu.com" class="uri">http://www.commandlinefu.com</a>.</li>
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<li>Peek, Jerry, Shelley Powers, Tim O’Reilly, and Mike Loukides. 2002. <em>Unix Power Tools</em>. 3rd Ed. O’Reilly Media.</li>
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<li>Goyvaerts, Jan, and Steven Levithan. 2012. <em>Regular Expressions Cookbook</em>. 2nd Ed. O’Reilly Media.</li>
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<li>Cooper, Mendel. 2014. “Advanced Bash-Scripting Guide.” <a href="http://www.tldp.org/LDP/abs/html" class="uri">http://www.tldp.org/LDP/abs/html</a>.</li>
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<li>Robbins, Arnold, and Nelson H. F. Beebe. 2005. <em>Classic Shell Scripting</em>. O’Reilly Media.</li>
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</ul>
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<div id="python-r-and-sql" class="section level3">
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<h3><span class="header-section-number">10.3.3</span> Python, R, and SQL</h3>
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<ul>
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<li>Wickham, Hadley. 2009. <em>ggplot2: Elegant Graphics for Data Analysis</em>. Springer.</li>
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<li>McKinney, Wes. 2012. <em>Python for Data Analysis</em>. O’Reilly Media.</li>
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<li>Rossant, Cyrille. 2013. <em>Learning Ipython for Interactive Computing and Data Visualization</em>. Packt Publishing.</li>
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</ul>
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<div id="interpreting-data-1" class="section level3">
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<h3><span class="header-section-number">10.3.4</span> Interpreting Data</h3>
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<ul>
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<li>Shron, Max. 2014. <em>Thinking with Data</em>. O’Reilly Media.</li>
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<li>Patil, DJ. 2012. <em>Data Jujitsu</em>. O’Reilly Media.</li>
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</ul>
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<div id="getting-in-touch" class="section level2">

‎docs/creating-reusable-command-line-tools.html

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<div id="further-reading-3" class="section level2">
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<h2><span class="header-section-number">4.4</span> Further Reading</h2>
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<ul>
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<li>Docopt. 2014. “Command-Line Interface Description Language.” <a href="http://docopt.org" class="uri">http://docopt.org</a>.</li>
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<li>Robbins, Arnold, and Nelson H. F. Beebe. 2005. <em>Classic Shell Scripting</em>. O’Reilly Media.</li>
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<li>Peek, Jerry, Shelley Powers, Tim O’Reilly, and Mike Loukides. 2002. <em>Unix Power Tools</em>. 3rd Ed. O’Reilly Media.</li>
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<li>Perkins, Jacob. 2010. <em>Python Text Processing with Nltk 2.0 Cookbook</em>. Packt Publishing.</li>
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<li>McKinney, Wes. 2012. <em>Python for Data Analysis</em>. O’Reilly Media.</li>
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<li>Rossant, Cyrille. 2013. <em>Learning Ipython for Interactive Computing and Data Visualization</em>. Packt Publishing.</li>
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<li>Wirzenius, Lars. 2013. “Writing Manual Pages.” <a href="http://liw.fi/manpages/" class="uri">http://liw.fi/manpages/</a>.</li>
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<li>Raymond, Eric Steven. 2014. “Basics of the Unix Philosophy.” <a href="http://www.faqs.org/docs/artu/ch01s06.html" class="uri">http://www.faqs.org/docs/artu/ch01s06.html</a>.</li>
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</ul>
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‎docs/exploring-data-1.html

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<div id="further-reading-6" class="section level2">
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<ul>
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<li>Wickham, Hadley. 2009. <em>ggplot2: Elegant Graphics for Data Analysis</em>. Springer.</li>
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<li>Janert, Philipp K. 2009. <em>Gnuplot in Action</em>. Manning Publications.</li>
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<li>Tukey, John W. 1977. <em>Exploratory Data Analysis</em>. Pearson.</li>
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</ul>
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‎docs/getting-started.html

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<h2><span class="header-section-number">2.4</span> Further Reading</h2>
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<ul>
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<li>Heddings, Lowell. 2006. “Keyboard Shortcuts for Bash.” <a href="http://www.howtogeek.com/howto/ubuntu/keyboard-shortcuts-for-bash-command-shell-for-ubuntu-debian-suse-redhat-linux-etc" class="uri">http://www.howtogeek.com/howto/ubuntu/keyboard-shortcuts-for-bash-command-shell-for-ubuntu-debian-suse-redhat-linux-etc</a>.</li>
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<li>Peek, Jerry, Shelley Powers, Tim O’Reilly, and Mike Loukides. 2002. <em>Unix Power Tools</em>. 3rd Ed. O’Reilly Media.</li>
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‎docs/index.html

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<h1 class="title">Data Science at the Command Line</h1>
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<h1>Welcome</h1>

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