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noelwelsh committed Aug 29, 2024
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 active nav-node"><a href="#">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 active nav-node"><a href="#">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
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4 changes: 3 additions & 1 deletion 2-explore/loading.html
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="index.html">Exploring Exploratory Data Analysis</a></li>
<li class="level2 active nav-leaf"><a href="#">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="index.html">Exploring Exploratory Data Analysis</a></li>
<li class="level2 active nav-leaf"><a href="#">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<p>Acquiring data, and transforming it into a workable state, can be one of the most time consuming parts of data analysis. In a later chapter we&#39;ll look at this process in more detail, but right now we&#39;re going to take a short-cut. If you&#39;re using the <a href="https://github.com/creativescala/creative-scala-data-template">project template</a>, as described in the introduction, the data is already available and ready to go.</p>
<p>Open up the file <code>Explore.scala</code></p>
<div class="flex flex-row justify-between">
<a class="pageNavigation" href="index.html">←Exploring Exploratory Data Analysis</a> <a class="pageNavigation" href="../2-loading-data/">Loading Data→</a>
<a class="pageNavigation" href="index.html">←Exploring Exploratory Data Analysis</a> <a class="pageNavigation" href="initial.html">Initial Investigations→</a>
</div>
</main>
<footer>Creative Scala is copyright Noel Welsh</footer>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 active nav-node"><a href="#">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 active nav-node"><a href="#">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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</ul>
<p>It seems a lot but we&#39;ll take it step-by-step and get there soon enough, and along the way we&#39;ll learn lots of interesting Scala programming techniques.</p>
<div class="flex flex-row justify-between">
<a class="pageNavigation" href="../2-explore/loading.html">←Loading Data</a> <a class="pageNavigation" href="source.html">Loading Data Using a Source→</a>
<a class="pageNavigation" href="../2-explore/initial.html">←Initial Investigations</a> <a class="pageNavigation" href="source.html">Loading Data Using a Source→</a>
</div>
</main>
<footer>Creative Scala is copyright Noel Welsh</footer>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="index.html">Loading Data</a></li>
<li class="level2 active nav-leaf"><a href="#">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="index.html">Loading Data</a></li>
<li class="level2 active nav-leaf"><a href="#">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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.</span><span class="identifier">withRender</span><span>(</span><span class="identifier">r</span><span> =&gt; </span><span class="type-name">Image</span><span>.</span><span class="identifier">circle</span><span>(</span><span class="identifier">r</span><span>))
</span><span class="comment">// bubble: Reactor[Double] = Reactor(
// initial = 0.0,
// onMouseClickHandler = doodle.reactor.Reactor$$$Lambda$14344/0x000000010383c040@1c40b431,
// onMouseMoveHandler = doodle.reactor.Reactor$$$Lambda$14345/0x000000010383c840@50d23f24,
// onTickHandler = doodle.reactor.Reactor$$$Lambda$14349/0x0000000103848040@4ce53d5b,
// onMouseClickHandler = doodle.reactor.Reactor$$$Lambda$14695/0x00000001039a4840@36c35d3c,
// onMouseMoveHandler = doodle.reactor.Reactor$$$Lambda$14696/0x00000001039a5840@20035558,
// onTickHandler = doodle.reactor.Reactor$$$Lambda$14700/0x00000001039b0840@7edc77d5,
// tickRate = 100 milliseconds,
// renderHandler = repl.MdocSession$MdocApp$$Lambda$14351/0x0000000103849840@68bbf2e4,
// stopHandler = doodle.reactor.Reactor$$$Lambda$14350/0x0000000103849040@714322fe
// renderHandler = repl.MdocSession$MdocApp$$Lambda$14702/0x00000001039b2840@92ad074,
// stopHandler = doodle.reactor.Reactor$$$Lambda$14701/0x00000001039b1840@25ac46d0
// )</span></code></pre>
<div class="flex flex-row justify-between">
<a class="pageNavigation" href="../sequences/">←Shapes, Sequences, and Stars</a> <a class="pageNavigation" href="reactor.html">Reactors→</a>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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<li class="level1 nav-leaf"><a href="../part-two-introduction.html">Part Two: Introduction</a></li>
<li class="level1 nav-node"><a href="../2-explore/">Exploring Exploratory Data Analysis</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/loading.html">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-explore/initial.html">Initial Investigations</a></li>
<li class="level1 nav-node"><a href="../2-loading-data/">Loading Data</a></li>
<li class="level2 nav-leaf"><a href="../2-loading-data/source.html">Loading Data Using a Source</a></li>
<li class="level1 nav-header">adt</li>
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