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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
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<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
<li class="chapter" data-level="" data-path="index.html"><a class="link-to-diff" href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<li class="chapter" data-level="" data-path="acknowledgments.html"><a href="acknowledgments.html"><i class="fa fa-check"></i>Acknowledgments</a></li>
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</div>
</div>
</div>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
<li class="chapter" data-level="" data-path="index.html"><a class="link-to-diff" href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
<li class="chapter" data-level="" data-path="foreword.html"><a href="foreword.html"><i class="fa fa-check"></i>Foreword</a></li>
<li class="chapter" data-level="" data-path="preface.html"><a href="preface.html"><i class="fa fa-check"></i>Preface</a></li>
<li class="chapter" data-level="" data-path="acknowledgments.html"><a href="acknowledgments.html"><i class="fa fa-check"></i>Acknowledgments</a></li>
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<p class="date"><em>2024-08-21</em></p>
</div>
<div class="section level1 unnumbered hasAnchor" id="welcome">
<h1>Welcome!<a aria-label="Anchor link to header" class="anchor-section" href="index.html#welcome"></a></h1>
<h1>Welcome!<a aria-label="Anchor link to header" class="anchor-section link-to-diff" href="index.html#welcome"></a></h1>
<p>This is the <a href="https://datasciencebook.ca/">website</a> for <em>Data Science: A First Introduction</em>.
You can read the web version of the book on this site. Click a section in the table of contents
on the left side of the page to navigate to it. If you are on a mobile device,
you may need to open the table of contents first by clicking the menu button on
the top left of the page. You can purchase a PDF or print copy of the book
on the <a href="https://www.routledge.com/Data-Science-A-First-Introduction/Timbers-Campbell-Lee/p/book/9780367524685">CRC Press website</a> or on <a href="https://www.amazon.com/Data-Science-First-Introduction-Chapman/dp/0367532174/ref=sr_%5B…%5Dqid=1644637450&amp;sprefix=data+science+timber%2Caps%2C166&amp;sr=8-1">Amazon</a>.</p>
on the <a href="https://www.routledge.com/Data-Science-A-First-Introduction/Timbers-Campbell-Lee/p/book/9780367524685">CRC Press website</a><del class="diff"> </del>or on <a href="https://www.amazon.com/Data-Science-First-Introduction-Chapman/dp/0367532174/ref=sr_%5B…%5Dqid=1644637450&amp;sprefix=data+science+timber%2Caps%2C166&amp;sr=8-1"><a href="https://www.amazon.com/Data-Science-First-Introduction-Chapman/dp/0367532174">Amazon</a>.</a></p>
<p>For the python version of the textbook, visit <a href="https://python.datasciencebook.ca">https://python.datasciencebook.ca</a>.</p>
<p><img src="img/frontmatter/ds-a-first-intro-cover.jpg" width="45%"/></p>
<ins class="diff"><p>This book is listed in a number of open educational resource (OER) collections:- <a href="https://oer.open.ubc.ca/data-science-a-first-introduction/">The University of British Columbia OER collection</a>- <a href="https://oercommons.org/courses/data-science-a-first-introduction-with-r">The OER Commons</a>- <a href="https://merlot.org/merlot/viewMaterial.htm?id=773420156">MERLOT</a></p></ins><p><img src="img/frontmatter/ds-a-first-intro-cover.jpg" width="45%"/></p>
<p><img src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png"/></p>
<p>This work by <a href="https://www.tiffanytimbers.com/">Tiffany Timbers</a>, <a href="https://trevorcampbell.me/">Trevor Campbell</a>,
and <a href="https://www.stat.ubc.ca/users/melissa-lee">Melissa Lee</a> is licensed under
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
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<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
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<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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<ul class="summary">
<li><a href="https://datasciencebook.ca">Data Science: A First Introduction</a></li>
<li class="divider"></li>
<li class="chapter" data-level="" data-path="index.html"><a href="index.html"><i class="fa fa-check"></i>Welcome!</a></li>
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