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    <title>Hennes Archives</title>
    <link>https://JoshuaHennes.github.io/</link>
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    <description>Hennes Archives</description>
    <generator>Wowchemy (https://wowchemy.com)</generator><language>en-us</language><lastBuildDate>Mon, 24 Oct 2022 00:00:00 +0000</lastBuildDate>
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      <title>Hennes Archives</title>
      <link>https://JoshuaHennes.github.io/</link>
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    <item>
      <title>Example Talk</title>
      <link>https://JoshuaHennes.github.io/talk/example-talk/</link>
      <pubDate>Sat, 01 Jun 2030 13:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/talk/example-talk/</guid>
      <description>&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    Click on the &lt;strong&gt;Slides&lt;/strong&gt; button above to view the built-in slides feature.
  &lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Slides can be added in a few ways:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Create&lt;/strong&gt; slides using Wowchemy&amp;rsquo;s &lt;a href=&#34;https://wowchemy.com/docs/managing-content/#create-slides&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;em&gt;Slides&lt;/em&gt;&lt;/a&gt; feature and link using &lt;code&gt;slides&lt;/code&gt; parameter in the front matter of the talk file&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Upload&lt;/strong&gt; an existing slide deck to &lt;code&gt;static/&lt;/code&gt; and link using &lt;code&gt;url_slides&lt;/code&gt; parameter in the front matter of the talk file&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Embed&lt;/strong&gt; your slides (e.g. Google Slides) or presentation video on this page using &lt;a href=&#34;https://wowchemy.com/docs/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;shortcodes&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Further event details, including &lt;a href=&#34;https://wowchemy.com/docs/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;page elements&lt;/a&gt; such as image galleries, can be added to the body of this page.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Summary of 2023 StatStart Program</title>
      <link>https://JoshuaHennes.github.io/post/example-using-rmd-post/example/</link>
      <pubDate>Tue, 25 Jul 2023 21:13:14 -0500</pubDate>
      <guid>https://JoshuaHennes.github.io/post/example-using-rmd-post/example/</guid>
      <description>&lt;h1 id=&#34;introduction&#34;&gt;Introduction&lt;/h1&gt;
&lt;p&gt;Hello to everyone reading this post. The objective for this post is to showcase some of the numerous things me and my fellow stat start program people have done throughout the course of this 4 week program. In this blog post you will see some graphs, histograms, data (obviously), and many more to showcase just how much we have grown within these very short 4 weeks.&lt;/p&gt;
&lt;p&gt;The format in this post will be as followed:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Data Analysis Portion of stat start&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Will show bits of code from R&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Florence Nightingale Data&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;City ownership&lt;/li&gt;
&lt;li&gt;Stat of life&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Statistical analyzation&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Misconceptions&lt;/li&gt;
&lt;li&gt;Compare and contrast trends&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;(For those who want more details on how to use R Markdown check out this link &lt;a href=&#34;http://rmarkdown.rstudio.com&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;http://rmarkdown.rstudio.com&lt;/a&gt;)&lt;/p&gt;
&lt;h1 id=&#34;data-analysis-portion&#34;&gt;Data Analysis Portion&lt;/h1&gt;
&lt;h2 id=&#34;part-by-ryan-mac-note-the-following-data-set-used-is-provided-by-the-dslabs-library&#34;&gt;(Part by: Ryan Mac) (Note: The following data set used is provided by the DSLabs library)&lt;/h2&gt;
&lt;p&gt;An example data set that we&amp;rsquo;re going to examine in this post is the 2010 NYC Regents Exam data collection provided from the DSLabs library.
To keep the length of the blog relatively sized, we&amp;rsquo;re only going to take a look at the statistical summary within the given data set.&lt;/p&gt;
&lt;p&gt;For better context to this data set, the data set is split into 6 data categories ranging from the student&amp;rsquo;s overall score to the students explicit subject scores like Integrated Algebra, US History, or English. With that in mind, lets take a look at what happens when we plot the mean of this data set:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# For this visualization, we&amp;#39;re going to need DSLabs to get the NYC Regents data set and ggplot 2 for graphing &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;library&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;dslabs&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;library&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;ggplot2&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;library&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;tidyverse&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Now let&amp;#39;s actually graph these data parts&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Mean of Overall Scores&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;score&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt; &lt;span class=&#34;nf&#34;&gt;geom_histogram&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;..density..&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;binwidth&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;black&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;fill&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;white&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ggtitle&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Overall Student Scores&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;xlab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Score Range&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ylab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Density (# of People)&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;theme_bw&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_vline&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;xintercept&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;mean&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;$&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;score&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;na.rm&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;bp&#34;&gt;T&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;blue&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;linetype&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;dashed&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-2-1.png&#34; width=&#34;672&#34; /&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Mean of Integrated Algebra Scores&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;integrated_algebra&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt; &lt;span class=&#34;nf&#34;&gt;geom_histogram&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;..density..&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;binwidth&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;black&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;fill&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;white&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ggtitle&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Integrated Algebra Scores&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;xlab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Score Range&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ylab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Density (# of People)&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;theme_bw&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_vline&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;xintercept&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;mean&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;$&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;integrated_algebra&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;na.rm&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;bp&#34;&gt;T&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;blue&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;linetype&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;dashed&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-2-2.png&#34; width=&#34;672&#34; /&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Mean of Integrated Algebra Scores&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;english&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt; &lt;span class=&#34;nf&#34;&gt;geom_histogram&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;..density..&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;binwidth&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;black&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;fill&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;white&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ggtitle&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Integrated Algebra Scores&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;xlab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Score Range&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ylab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Density (# of People)&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;theme_bw&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_vline&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;xintercept&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;mean&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;$&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;english&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;na.rm&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;bp&#34;&gt;T&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;blue&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;linetype&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;dashed&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-2-3.png&#34; width=&#34;672&#34; /&gt;
&lt;p&gt;At first glance, the overall score plot seems weird mainly because it seems like everyone had an equal distribution of scores. However, in subjects like Integrated Algebra or English, it seems as if the majority of people failed the subject! Since there&amp;rsquo;s a majority of failure, plotting the mean in this case results in an unrepresentative average report since the data is skewed. If we were to plot something like the median, we should see a central point that makes more sense:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Median of Overall Scores&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;score&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt; &lt;span class=&#34;nf&#34;&gt;geom_histogram&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;..density..&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;binwidth&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;black&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;fill&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;white&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ggtitle&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Overall Student Scores&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;xlab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Score Range&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ylab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Density (# of People)&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;theme_bw&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_vline&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;xintercept&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;median&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;$&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;score&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;na.rm&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;bp&#34;&gt;T&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;blue&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;linetype&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;dashed&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-3-1.png&#34; width=&#34;672&#34; /&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Median of Integrated Algebra Scores&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;integrated_algebra&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt; &lt;span class=&#34;nf&#34;&gt;geom_histogram&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;..density..&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;binwidth&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;black&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;fill&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;white&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ggtitle&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Integrated Algebra Scores&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;xlab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Score Range&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ylab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Density (# of People)&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;theme_bw&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_vline&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;xintercept&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;median&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;$&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;integrated_algebra&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;na.rm&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;bp&#34;&gt;T&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;blue&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;linetype&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;dashed&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-3-2.png&#34; width=&#34;672&#34; /&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Median of Integrated Algebra Scores&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;english&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt; &lt;span class=&#34;nf&#34;&gt;geom_histogram&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;..density..&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;binwidth&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1000&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;black&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;fill&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;white&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ggtitle&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Integrated Algebra Scores&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;xlab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Score Range&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;ylab&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Density (# of People)&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;theme_bw&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_vline&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;xintercept&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;median&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;nyc_regents_scores&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;$&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;english&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;na.rm&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;bp&#34;&gt;T&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;blue&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;linetype&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;dashed&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-3-3.png&#34; width=&#34;672&#34; /&gt;
&lt;p&gt;In this case, the plot driven by R code seems to work properly as it should. As for why the data looks &lt;em&gt;strange&lt;/em&gt;, we&amp;rsquo;ll cover that later on in this blog. For now, let&amp;rsquo;s take a look at another example of doing data analysis in R.&lt;/p&gt;
&lt;h1 id=&#34;florence-nightingale-data-portion&#34;&gt;Florence Nightingale Data Portion&lt;/h1&gt;
&lt;h2 id=&#34;part-by-joshua-hennes-credits-to-professor-kelly-and-her-team-for-creating-this-dataset-used-within-this-part-of-the-blog&#34;&gt;(Part by: Joshua Hennes) (Credits to Professor Kelly and her team for creating this dataset used within this part of the blog)&lt;/h2&gt;
&lt;p&gt;In this section of the post we will be looking at the data comparisons within different trees in Cambridge and Boston. The objective we tried to do using this dataset was to figure out how to use R to showcase the different ownership of trees and the&lt;/p&gt;
&lt;p&gt;So let’s get started. The first thing we needed to do was to download and install tidyverse. This is to help with the creation of our graph. Once tidyverse was installed we ran this line of code below:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;library&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;tidyverse&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The reason we ran &lt;strong&gt;library(tidyverse)&lt;/strong&gt; instead of just using &lt;em&gt;tidyverse&lt;/em&gt; is because in order for R to fully understand that we specifically want to use the functions within tidyverse, we have to call it. Henceforth why we use the &lt;strong&gt;library()&lt;/strong&gt; which is designed to tell R studio what we want to call and use functions of.&lt;/p&gt;
&lt;p&gt;After that was finished, we then had to get the dataset which contained the tree data. So we ran these two codes below:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# this chunk is to install the package&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;install.packages&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;devtools&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;devtools&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;::&lt;/span&gt;&lt;span class=&#34;nf&#34;&gt;install_github&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;harvard-ufds/bosTrees&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;library&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;bosTrees&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# This is to load the data&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;bosTrees&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;camTrees&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now here is the fun part. So as stated above, our first objective is to showcase the different ownership within the streets of Cambridge. So now to do this we wrote these lines of code which I will explain just after this:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;ggplot&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;camTrees&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;mapping&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;nf&#34;&gt;aes&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;x&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;Longitude&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;                                      &lt;span class=&#34;n&#34;&gt;y&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;Latitude&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;                                      &lt;span class=&#34;n&#34;&gt;color&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;Ownership&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;geom_point&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;alpha&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;0.05&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;+&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;guides&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;colour&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;nf&#34;&gt;guide_legend&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;override.aes&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;nf&#34;&gt;list&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;alpha&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;img src=&#34;https://JoshuaHennes.github.io/post/Example using rmd post/example_files/figure-html/unnamed-chunk-7-1.png&#34; width=&#34;672&#34; /&gt;
&lt;p&gt;Let’s dissect this code line by line. So the reason why we use &lt;strong&gt;ggplot()&lt;/strong&gt; is because it’s the function to help us create the graph we want to portray. But if we just said ggplot(), it would give us a blank graph with nothing on it. Henceforth why we give it parameters.&lt;/p&gt;
&lt;p&gt;The first of these parameters being which dataset we want to use within our saved Data. To do this we said data = camTrees, to let R studio know we want that specific dataset.&lt;/p&gt;
&lt;p&gt;After that, we use the mapping function so as to let R Studio know just how to plot these different points on the graph (Which is why when plotted they make the various streets of cambridge). In which we set in the aesthetic: the X to be longitude, and the Y to be Latitude. Once all of that is done, we set the colors to be equal to ownership. This way we can tell who owns which trees. But we are not done yet, since we have two more lines to talk about.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s start with the &lt;strong&gt;guides()&lt;/strong&gt; line first. Why this line is extremely important is because we need a type of legend to indicate to us just what these colors mean. Cause let&amp;rsquo;s say we never created that line. Well you will indeed get a graph that shows different colors, but we still wouldn’t know who owns what because there would be no legend to tell us just what the colors stand for.&lt;/p&gt;
&lt;p&gt;Now somebody may ask the question &lt;em&gt;“Well that makes sense. But what does the override.aes=list(Alpha = 1) mean?”&lt;/em&gt; Well I will explain both that and what the line above stands for. Now the reason why we said the override function, is because the line above the guide function is a transparency function. Which counts for anything relating to the different ownership colors. So if we were to just run the entire code without having the override in there, we would indeed have a legend, but the colors would be so hard to see. So that&amp;rsquo;s why we added the override function to keep the color non transparent and easier to see.&lt;/p&gt;
&lt;p&gt;With all of that being said, congratulations! You just created your first Graph and learned a bit more about R Studio!. However, I would implore you to mess around with the different variables you can add into the graph. For example, instead of ownership, why not switch it for another variable within the dataset. Like the Solar variable (Wink, wink, nudge, nudge).&lt;/p&gt;
&lt;h1 id=&#34;statistical-analysis&#34;&gt;Statistical Analysis&lt;/h1&gt;
&lt;p&gt;So, we&amp;rsquo;ve come to this point where we&amp;rsquo;ve shown plotted data sets using R code and as seen in the post, it&amp;rsquo;s working as it should. Plots in R code however are only half of the story, now it&amp;rsquo;s time to interpret this whole thing.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s start off with the 2010 NYC Reagents data. Looking back at the original graphs, you may ask &lt;em&gt;&amp;ldquo;Why do your graphs look very weird and skewed?&amp;rdquo;&lt;/em&gt;. The answer to that is worth examining the data set itself.&lt;/p&gt;
&lt;p&gt;(Show image of improper data set)&lt;/p&gt;
&lt;p&gt;What you&amp;rsquo;re looking at here is a data row where in this case a student got a perfect score of 100. However, looking past that category, all the other individual subject scores appear as &lt;strong&gt;&amp;ldquo;NA&amp;rdquo;&lt;/strong&gt; data, and this is just one out of many scenarios that appear like this. Situations like this can easily cause misinterpretation of the data because although the student got a perfect score on the exam overall, none of their subject data recorded, which may contribute to &lt;em&gt;&amp;ldquo;Skewed data plots&amp;rdquo;&lt;/em&gt; shown in subjects like Integrated Algebra or English. Knowing the errors within the data set, this misinterpretation raises questions like &lt;em&gt;&lt;strong&gt;&amp;ldquo;In reality, how many people got a perfect score?&amp;rdquo;&lt;/strong&gt;&lt;/em&gt; and that question can be very difficult to solve.&lt;/p&gt;
&lt;p&gt;Misconceptions can also arise in the Boston Trees data set as well. Although there aren&amp;rsquo;t as many marginal errors shown in other sets like the 2010 NYC Regents Exam, sometimes datasets may not be up to date to new data. For example, the data set can contain data with a date for when a tree date listed and no removal date, but when searching through maps &lt;em&gt;(or visiting the tree&amp;rsquo;s location in person)&lt;/em&gt;, the tree may not exist in that spot anymore which can arise such questions like &lt;em&gt;&lt;strong&gt;&amp;ldquo;Was the tree planted even real?&amp;rdquo;&lt;/strong&gt;&lt;/em&gt; or &lt;em&gt;&lt;strong&gt;&amp;ldquo;When did the tree actually get removed?&amp;rdquo;&lt;/strong&gt;&lt;/em&gt;, going back to the point that these misconceptions may make solving data questions a mystery like Big Foot.&lt;/p&gt;
&lt;p&gt;With that being said, you&amp;rsquo;ve made it to the end of this post! Hopefully you&amp;rsquo;ve found this blog post to be intriguing or informative. &lt;em&gt;(Fun Fact: This whole post is made using R too!)&lt;/em&gt;. Since this is our first written by the two of us &lt;em&gt;(Ryan &amp;amp; Joshua)&lt;/em&gt;, we&amp;rsquo;ll be making more posts to our own respective blog websites so be sure to follow up with that as our blog sites progresses!&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Welcome to Wowchemy, the website builder for Hugo</title>
      <link>https://JoshuaHennes.github.io/post/getting-started/</link>
      <pubDate>Sun, 13 Dec 2020 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/post/getting-started/</guid>
      <description>&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;kn&#34;&gt;import&lt;/span&gt; &lt;span class=&#34;nn&#34;&gt;libr&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;print&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s1&#34;&gt;&amp;#39;hello&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id=&#34;overview&#34;&gt;Overview&lt;/h2&gt;
&lt;ol&gt;
&lt;li&gt;The Wowchemy website builder for Hugo, along with its starter templates, is designed for professional creators, educators, and teams/organizations - although it can be used to create any kind of site&lt;/li&gt;
&lt;li&gt;The template can be modified and customised to suit your needs. It&amp;rsquo;s a good platform for anyone looking to take control of their data and online identity whilst having the convenience to start off with a &lt;strong&gt;no-code solution (write in Markdown and customize with YAML parameters)&lt;/strong&gt; and having &lt;strong&gt;flexibility to later add even deeper personalization with HTML and CSS&lt;/strong&gt;&lt;/li&gt;
&lt;li&gt;You can work with all your favourite tools and apps with hundreds of plugins and integrations to speed up your workflows, interact with your readers, and much more&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;a href=&#34;https://wowchemy.com&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;















&lt;figure  &gt;
  &lt;div class=&#34;d-flex justify-content-center&#34;&gt;
    &lt;div class=&#34;w-100&#34; &gt;&lt;img src=&#34;https://raw.githubusercontent.com/wowchemy/wowchemy-hugo-modules/main/starters/academic/preview.png&#34; alt=&#34;The template is mobile first with a responsive design to ensure that your site looks stunning on every device.&#34; loading=&#34;lazy&#34; data-zoomable /&gt;&lt;/div&gt;
  &lt;/div&gt;&lt;/figure&gt;
&lt;/a&gt;&lt;/p&gt;
&lt;h2 id=&#34;get-started&#34;&gt;Get Started&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;👉 &lt;a href=&#34;https://wowchemy.com/templates/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;Create a new site&lt;/strong&gt;&lt;/a&gt;&lt;/li&gt;
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&lt;li&gt;💡 &lt;a href=&#34;https://github.com/wowchemy/wowchemy-hugo-themes/issues&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Request a &lt;strong&gt;feature&lt;/strong&gt; or report a &lt;strong&gt;bug&lt;/strong&gt; for &lt;em&gt;Wowchemy&lt;/em&gt;&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;⬆️ &lt;strong&gt;Updating Wowchemy?&lt;/strong&gt; View the &lt;a href=&#34;https://wowchemy.com/docs/hugo-tutorials/update/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Update Tutorial&lt;/a&gt; and &lt;a href=&#34;https://wowchemy.com/updates/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Release Notes&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id=&#34;crowd-funded-open-source-software&#34;&gt;Crowd-funded open-source software&lt;/h2&gt;
&lt;p&gt;To help us develop this template and software sustainably under the MIT license, we ask all individuals and businesses that use it to help support its ongoing maintenance and development via sponsorship.&lt;/p&gt;
&lt;h3 id=&#34;-click-here-to-become-a-sponsor-and-help-support-wowchemys-future-httpswowchemycomsponsor&#34;&gt;&lt;a href=&#34;https://wowchemy.com/sponsor/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;❤️ Click here to become a sponsor and help support Wowchemy&amp;rsquo;s future ❤️&lt;/a&gt;&lt;/h3&gt;
&lt;p&gt;As a token of appreciation for sponsoring, you can &lt;strong&gt;unlock &lt;a href=&#34;https://wowchemy.com/sponsor/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;these&lt;/a&gt; awesome rewards and extra features 🦄✨&lt;/strong&gt;&lt;/p&gt;
&lt;h2 id=&#34;ecosystem&#34;&gt;Ecosystem&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;&lt;a href=&#34;https://github.com/wowchemy/hugo-academic-cli&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Hugo Academic CLI&lt;/a&gt;:&lt;/strong&gt; Automatically import publications from BibTeX&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id=&#34;inspiration&#34;&gt;Inspiration&lt;/h2&gt;
&lt;p&gt;&lt;a href=&#34;https://academic-demo.netlify.com/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Check out the latest &lt;strong&gt;demo&lt;/strong&gt;&lt;/a&gt; of what you&amp;rsquo;ll get in less than 10 minutes, or &lt;a href=&#34;https://wowchemy.com/user-stories/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;view the &lt;strong&gt;showcase&lt;/strong&gt;&lt;/a&gt; of personal, project, and business sites.&lt;/p&gt;
&lt;h2 id=&#34;features&#34;&gt;Features&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Page builder&lt;/strong&gt; - Create &lt;em&gt;anything&lt;/em&gt; with &lt;a href=&#34;https://wowchemy.com/docs/page-builder/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;widgets&lt;/strong&gt;&lt;/a&gt; and &lt;a href=&#34;https://wowchemy.com/docs/content/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;elements&lt;/strong&gt;&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Edit any type of content&lt;/strong&gt; - Blog posts, publications, talks, slides, projects, and more!&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Create content&lt;/strong&gt; in &lt;a href=&#34;https://wowchemy.com/docs/content/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;Markdown&lt;/strong&gt;&lt;/a&gt;, &lt;a href=&#34;https://wowchemy.com/docs/import/jupyter/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;Jupyter&lt;/strong&gt;&lt;/a&gt;, or &lt;a href=&#34;https://wowchemy.com/docs/install-locally/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;RStudio&lt;/strong&gt;&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Plugin System&lt;/strong&gt; - Fully customizable &lt;a href=&#34;https://wowchemy.com/docs/customization/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;&lt;strong&gt;color&lt;/strong&gt; and &lt;strong&gt;font themes&lt;/strong&gt;&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Display Code and Math&lt;/strong&gt; - Code highlighting and &lt;a href=&#34;https://en.wikibooks.org/wiki/LaTeX/Mathematics&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;LaTeX math&lt;/a&gt; supported&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Integrations&lt;/strong&gt; - &lt;a href=&#34;https://analytics.google.com&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Google Analytics&lt;/a&gt;, &lt;a href=&#34;https://disqus.com&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Disqus commenting&lt;/a&gt;, Maps, Contact Forms, and more!&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Beautiful Site&lt;/strong&gt; - Simple and refreshing one page design&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Industry-Leading SEO&lt;/strong&gt; - Help get your website found on search engines and social media&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Media Galleries&lt;/strong&gt; - Display your images and videos with captions in a customizable gallery&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Mobile Friendly&lt;/strong&gt; - Look amazing on every screen with a mobile friendly version of your site&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Multi-language&lt;/strong&gt; - 34+ language packs including English, 中文, and Português&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Multi-user&lt;/strong&gt; - Each author gets their own profile page&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Privacy Pack&lt;/strong&gt; - Assists with GDPR&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Stand Out&lt;/strong&gt; - Bring your site to life with animation, parallax backgrounds, and scroll effects&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;One-Click Deployment&lt;/strong&gt; - No servers. No databases. Only files.&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id=&#34;themes&#34;&gt;Themes&lt;/h2&gt;
&lt;p&gt;Wowchemy and its templates come with &lt;strong&gt;automatic day (light) and night (dark) mode&lt;/strong&gt; built-in. Alternatively, visitors can choose their preferred mode - click the moon icon in the top right of the &lt;a href=&#34;https://academic-demo.netlify.com/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Demo&lt;/a&gt; to see it in action! Day/night mode can also be disabled by the site admin in &lt;code&gt;params.toml&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://wowchemy.com/docs/customization&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Choose a stunning &lt;strong&gt;theme&lt;/strong&gt; and &lt;strong&gt;font&lt;/strong&gt;&lt;/a&gt; for your site. Themes are fully customizable.&lt;/p&gt;
&lt;h2 id=&#34;license&#34;&gt;License&lt;/h2&gt;
&lt;p&gt;Copyright 2016-present &lt;a href=&#34;https://georgecushen.com&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;George Cushen&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;Released under the &lt;a href=&#34;https://github.com/wowchemy/wowchemy-hugo-themes/blob/master/LICENSE.md&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;MIT&lt;/a&gt; license.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Hello R Markdown</title>
      <link>https://JoshuaHennes.github.io/post/2020-12-01-r-rmarkdown/</link>
      <pubDate>Tue, 01 Dec 2020 21:13:14 -0500</pubDate>
      <guid>https://JoshuaHennes.github.io/post/2020-12-01-r-rmarkdown/</guid>
      <description>&lt;h1 id=&#34;r-markdown&#34;&gt;R Markdown&lt;/h1&gt;
&lt;p&gt;This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see &lt;a href=&#34;http://rmarkdown.rstudio.com&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;http://rmarkdown.rstudio.com&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;You can embed an R code chunk like this:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;summary&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;cars&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##      speed           dist       &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##  Min.   : 4.0   Min.   :  2.00  &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##  1st Qu.:12.0   1st Qu.: 26.00  &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##  Median :15.0   Median : 36.00  &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##  Mean   :15.4   Mean   : 42.98  &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##  3rd Qu.:19.0   3rd Qu.: 56.00  &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##  Max.   :25.0   Max.   :120.00&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;fit&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;&amp;lt;-&lt;/span&gt; &lt;span class=&#34;nf&#34;&gt;lm&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;dist&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;~&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;speed&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;data&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;cars&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;fit&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;## &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;## Call:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;## lm(formula = dist ~ speed, data = cars)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;## &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;## Coefficients:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;## (Intercept)        speed  &lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;##     -17.579        3.932&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h1 id=&#34;including-plots&#34;&gt;Including Plots&lt;/h1&gt;
&lt;p&gt;You can also embed plots. See Figure &lt;a href=&#34;#fig:pie&#34;&gt;1&lt;/a&gt; for example:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-r&#34; data-lang=&#34;r&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;par&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;mar&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;nf&#34;&gt;c&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nf&#34;&gt;pie&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;c&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;280&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;60&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;20&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;nf&#34;&gt;c&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#39;Sky&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;s&#34;&gt;&amp;#39;Sunny side of pyramid&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;s&#34;&gt;&amp;#39;Shady side of pyramid&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;n&#34;&gt;col&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;nf&#34;&gt;c&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#39;#0292D8&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;s&#34;&gt;&amp;#39;#F7EA39&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;s&#34;&gt;&amp;#39;#C4B632&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;n&#34;&gt;init.angle&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;m&#34;&gt;-50&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;,&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;border&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;kc&#34;&gt;NA&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;div class=&#34;figure&#34;&gt;
&lt;img src=&#34;https://JoshuaHennes.github.io/post/2020-12-01-r-rmarkdown/index.en_files/figure-html/pie-1.png&#34; alt=&#34;A fancy pie chart.&#34; width=&#34;672&#34; /&gt;
&lt;p class=&#34;caption&#34;&gt;&lt;span id=&#34;fig:pie&#34;&gt;&lt;/span&gt;Figure 1: A fancy pie chart.&lt;/p&gt;
&lt;/div&gt;
</description>
    </item>
    
    <item>
      <title>Writing technical content in Markdown</title>
      <link>https://JoshuaHennes.github.io/post/writing-technical-content/</link>
      <pubDate>Fri, 12 Jul 2019 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/post/writing-technical-content/</guid>
      <description>&lt;p&gt;Wowchemy is designed to give technical content creators a seamless experience. You can focus on the content and Wowchemy handles the rest.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Highlight your code snippets, take notes on math classes, and draw diagrams from textual representation.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;On this page, you&amp;rsquo;ll find some examples of the types of technical content that can be rendered with Wowchemy.&lt;/p&gt;
&lt;h2 id=&#34;examples&#34;&gt;Examples&lt;/h2&gt;
&lt;h3 id=&#34;code&#34;&gt;Code&lt;/h3&gt;
&lt;p&gt;Wowchemy supports a Markdown extension for highlighting code syntax. You can customize the styles under the &lt;code&gt;syntax_highlighter&lt;/code&gt; option in your &lt;code&gt;config/_default/params.yaml&lt;/code&gt; file.&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;```python
import pandas as pd
data = pd.read_csv(&amp;quot;data.csv&amp;quot;)
data.head()
```
&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;kn&#34;&gt;import&lt;/span&gt; &lt;span class=&#34;nn&#34;&gt;pandas&lt;/span&gt; &lt;span class=&#34;k&#34;&gt;as&lt;/span&gt; &lt;span class=&#34;nn&#34;&gt;pd&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;pd&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;read_csv&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;data.csv&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;data&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;n&#34;&gt;head&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;()&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h3 id=&#34;mindmaps&#34;&gt;Mindmaps&lt;/h3&gt;
&lt;p&gt;Wowchemy supports a Markdown extension for mindmaps.&lt;/p&gt;
&lt;p&gt;Simply insert a Markdown &lt;code&gt;markmap&lt;/code&gt; code block and optionally set the height of the mindmap as shown in the example below.&lt;/p&gt;
&lt;p&gt;A simple mindmap defined as a Markdown list:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;
&lt;pre class=&#34;chroma&#34;&gt;
&lt;code&gt;
```markmap {height=&#34;200px&#34;}
- Hugo Modules
  - wowchemy
  - wowchemy-plugins-netlify
  - wowchemy-plugins-netlify-cms
  - wowchemy-plugins-reveal
```
&lt;/code&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;markmap&#34; style=&#34;height: 200px;&#34;&gt;

&lt;pre&gt;- Hugo Modules
  - wowchemy
  - wowchemy-plugins-netlify
  - wowchemy-plugins-netlify-cms
  - wowchemy-plugins-reveal&lt;/pre&gt;
&lt;/div&gt;

&lt;p&gt;A more advanced mindmap with formatting, code blocks, and math:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;
&lt;pre class=&#34;chroma&#34;&gt;
&lt;code&gt;
```markmap
- Mindmaps
  - Links
    - [Wowchemy Docs](https://wowchemy.com/docs/)
    - [Discord Community](https://discord.gg/z8wNYzb)
    - [GitHub](https://github.com/wowchemy/wowchemy-hugo-themes)
  - Features
    - Markdown formatting
    - **inline** ~~text~~ *styles*
    - multiline
      text
    - `inline code`
    -
      ```js
      console.log(&#39;hello&#39;);
      console.log(&#39;code block&#39;);
      ```
    - Math: $x = {-b \pm \sqrt{b^2-4ac} \over 2a}$
```
&lt;/code&gt;
&lt;/pre&gt;
&lt;/div&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;markmap&#34; style=&#34;height: 500px;&#34;&gt;

&lt;pre&gt;- Mindmaps
  - Links
    - [Wowchemy Docs](https://wowchemy.com/docs/)
    - [Discord Community](https://discord.gg/z8wNYzb)
    - [GitHub](https://github.com/wowchemy/wowchemy-hugo-themes)
  - Features
    - Markdown formatting
    - **inline** ~~text~~ *styles*
    - multiline
      text
    - `inline code`
    -
      ```js
      console.log(&#39;hello&#39;);
      console.log(&#39;code block&#39;);
      ```
    - Math: $x = {-b \pm \sqrt{b^2-4ac} \over 2a}$&lt;/pre&gt;
&lt;/div&gt;

&lt;h3 id=&#34;charts&#34;&gt;Charts&lt;/h3&gt;
&lt;p&gt;Wowchemy supports the popular &lt;a href=&#34;https://plot.ly/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Plotly&lt;/a&gt; format for interactive charts.&lt;/p&gt;
&lt;p&gt;Save your Plotly JSON in your page folder, for example &lt;code&gt;line-chart.json&lt;/code&gt;, and then add the &lt;code&gt;{{&amp;lt; chart data=&amp;quot;line-chart&amp;quot; &amp;gt;}}&lt;/code&gt; shortcode where you would like the chart to appear.&lt;/p&gt;
&lt;p&gt;Demo:&lt;/p&gt;




&lt;div id=&#34;chart-216798534&#34; class=&#34;chart&#34;&gt;&lt;/div&gt;
&lt;script&gt;
  (function() {
    let a = setInterval( function() {
      if ( typeof window.Plotly === &#39;undefined&#39; ) {
        return;
      }
      clearInterval( a );

      Plotly.d3.json(&#34;./line-chart.json&#34;, function(chart) {
        Plotly.plot(&#39;chart-216798534&#39;, chart.data, chart.layout, {responsive: true});
      });
    }, 500 );
  })();
&lt;/script&gt;

&lt;p&gt;You might also find the &lt;a href=&#34;http://plotly-json-editor.getforge.io/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Plotly JSON Editor&lt;/a&gt; useful.&lt;/p&gt;
&lt;h3 id=&#34;math&#34;&gt;Math&lt;/h3&gt;
&lt;p&gt;Wowchemy supports a Markdown extension for $\LaTeX$ math. You can enable this feature by toggling the &lt;code&gt;math&lt;/code&gt; option in your &lt;code&gt;config/_default/params.yaml&lt;/code&gt; file.&lt;/p&gt;
&lt;p&gt;To render &lt;em&gt;inline&lt;/em&gt; or &lt;em&gt;block&lt;/em&gt; math, wrap your LaTeX math with &lt;code&gt;{{&amp;lt; math &amp;gt;}}$...${{&amp;lt; /math &amp;gt;}}&lt;/code&gt; or &lt;code&gt;{{&amp;lt; math &amp;gt;}}$$...$${{&amp;lt; /math &amp;gt;}}&lt;/code&gt;, respectively. (We wrap the LaTeX math in the Wowchemy &lt;em&gt;math&lt;/em&gt; shortcode to prevent Hugo rendering our math as Markdown. The &lt;em&gt;math&lt;/em&gt; shortcode is new in v5.5-dev.)&lt;/p&gt;
&lt;p&gt;Example &lt;strong&gt;math block&lt;/strong&gt;:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-latex&#34; data-lang=&#34;latex&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;{{&lt;/span&gt;&amp;lt; math &amp;gt;&lt;span class=&#34;nb&#34;&gt;}}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;sb&#34;&gt;$$&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\gamma&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;_{n} &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\frac&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{ &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\left&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; | &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\left&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\mathbf&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; x_{n} &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\mathbf&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; x_{n&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;} &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\right&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;^T &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\left&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;[&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\nabla&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; F &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\mathbf&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; x_{n}&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\nabla&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; F &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\mathbf&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; x_{n&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\right&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;]&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\right&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; |}{&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\left&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\|\nabla&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; F&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\mathbf&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{x}_{n}&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\nabla&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; F&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\mathbf&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{x}_{n&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\right&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\|&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;^&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;2&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;$$&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;{{&lt;/span&gt;&amp;lt; /math &amp;gt;&lt;span class=&#34;nb&#34;&gt;}}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;



$$\gamma_{n} = \frac{ \left | \left (\mathbf x_{n} - \mathbf x_{n-1} \right )^T \left [\nabla F (\mathbf x_{n}) - \nabla F (\mathbf x_{n-1}) \right ] \right |}{\left \|\nabla F(\mathbf{x}_{n}) - \nabla F(\mathbf{x}_{n-1}) \right \|^2}$$

&lt;p&gt;Example &lt;strong&gt;inline math&lt;/strong&gt; &lt;code&gt;{{&amp;lt; math &amp;gt;}}$\nabla F(\mathbf{x}_{n})${{&amp;lt; /math &amp;gt;}}&lt;/code&gt; renders as 

$\nabla F(\mathbf{x}_{n})$.&lt;/p&gt;
&lt;p&gt;Example &lt;strong&gt;multi-line math&lt;/strong&gt; using the math linebreak (&lt;code&gt;\\&lt;/code&gt;):&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-latex&#34; data-lang=&#34;latex&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;{{&lt;/span&gt;&amp;lt; math &amp;gt;&lt;span class=&#34;nb&#34;&gt;}}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;sb&#34;&gt;$$&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;f&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;k;p_{&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}^{&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;*&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;)&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\begin&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{cases}p_{&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}^{&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;*&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;} &amp;amp; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\text&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{if }k&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;, &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\\&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;1&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;-&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;p_{&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;}^{&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;*&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;} &amp;amp; &lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\text&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{if }k&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;m&#34;&gt;0&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;nv&#34;&gt;\end&lt;/span&gt;&lt;span class=&#34;nb&#34;&gt;{cases}&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;$$&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;{{&lt;/span&gt;&amp;lt; /math &amp;gt;&lt;span class=&#34;nb&#34;&gt;}}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;




$$
f(k;p_{0}^{*}) = \begin{cases}p_{0}^{*} &amp; \text{if }k=1, \\
1-p_{0}^{*} &amp; \text{if }k=0.\end{cases}
$$


&lt;h3 id=&#34;diagrams&#34;&gt;Diagrams&lt;/h3&gt;
&lt;p&gt;Wowchemy supports a Markdown extension for diagrams. You can enable this feature by toggling the &lt;code&gt;diagram&lt;/code&gt; option in your &lt;code&gt;config/_default/params.toml&lt;/code&gt; file or by adding &lt;code&gt;diagram: true&lt;/code&gt; to your page front matter.&lt;/p&gt;
&lt;p&gt;An example &lt;strong&gt;flowchart&lt;/strong&gt;:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;```mermaid
graph TD
A[Hard] --&amp;gt;|Text| B(Round)
B --&amp;gt; C{Decision}
C --&amp;gt;|One| D[Result 1]
C --&amp;gt;|Two| E[Result 2]
```
&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;mermaid&#34;&gt;graph TD
A[Hard] --&gt;|Text| B(Round)
B --&gt; C{Decision}
C --&gt;|One| D[Result 1]
C --&gt;|Two| E[Result 2]
&lt;/div&gt;
&lt;p&gt;An example &lt;strong&gt;sequence diagram&lt;/strong&gt;:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;```mermaid
sequenceDiagram
Alice-&amp;gt;&amp;gt;John: Hello John, how are you?
loop Healthcheck
    John-&amp;gt;&amp;gt;John: Fight against hypochondria
end
Note right of John: Rational thoughts!
John--&amp;gt;&amp;gt;Alice: Great!
John-&amp;gt;&amp;gt;Bob: How about you?
Bob--&amp;gt;&amp;gt;John: Jolly good!
```
&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;mermaid&#34;&gt;sequenceDiagram
Alice-&gt;&gt;John: Hello John, how are you?
loop Healthcheck
    John-&gt;&gt;John: Fight against hypochondria
end
Note right of John: Rational thoughts!
John--&gt;&gt;Alice: Great!
John-&gt;&gt;Bob: How about you?
Bob--&gt;&gt;John: Jolly good!
&lt;/div&gt;
&lt;p&gt;An example &lt;strong&gt;Gantt diagram&lt;/strong&gt;:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;```mermaid
gantt
section Section
Completed :done,    des1, 2014-01-06,2014-01-08
Active        :active,  des2, 2014-01-07, 3d
Parallel 1   :         des3, after des1, 1d
Parallel 2   :         des4, after des1, 1d
Parallel 3   :         des5, after des3, 1d
Parallel 4   :         des6, after des4, 1d
```
&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;mermaid&#34;&gt;gantt
section Section
Completed :done,    des1, 2014-01-06,2014-01-08
Active        :active,  des2, 2014-01-07, 3d
Parallel 1   :         des3, after des1, 1d
Parallel 2   :         des4, after des1, 1d
Parallel 3   :         des5, after des3, 1d
Parallel 4   :         des6, after des4, 1d
&lt;/div&gt;
&lt;p&gt;An example &lt;strong&gt;class diagram&lt;/strong&gt;:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;```mermaid
classDiagram
Class01 &amp;lt;|-- AveryLongClass : Cool
Class03 *-- Class04
Class05 o-- Class06
Class07 .. Class08
Class09 --&amp;gt; C2 : Where am i?
Class09 --* C3
Class09 --|&amp;gt; Class07
Class07 : equals()
Class07 : Object[] elementData
Class01 : size()
Class01 : int chimp
Class01 : int gorilla
Class08 &amp;lt;--&amp;gt; C2: Cool label
```
&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;mermaid&#34;&gt;classDiagram
Class01 &lt;|-- AveryLongClass : Cool
Class03 *-- Class04
Class05 o-- Class06
Class07 .. Class08
Class09 --&gt; C2 : Where am i?
Class09 --* C3
Class09 --|&gt; Class07
Class07 : equals()
Class07 : Object[] elementData
Class01 : size()
Class01 : int chimp
Class01 : int gorilla
Class08 &lt;--&gt; C2: Cool label
&lt;/div&gt;
&lt;p&gt;An example &lt;strong&gt;state diagram&lt;/strong&gt;:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;```mermaid
stateDiagram
[*] --&amp;gt; Still
Still --&amp;gt; [*]
Still --&amp;gt; Moving
Moving --&amp;gt; Still
Moving --&amp;gt; Crash
Crash --&amp;gt; [*]
```
&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;mermaid&#34;&gt;stateDiagram
[*] --&gt; Still
Still --&gt; [*]
Still --&gt; Moving
Moving --&gt; Still
Moving --&gt; Crash
Crash --&gt; [*]
&lt;/div&gt;
&lt;h3 id=&#34;todo-lists&#34;&gt;Todo lists&lt;/h3&gt;
&lt;p&gt;You can even write your todo lists in Markdown too:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-markdown&#34; data-lang=&#34;markdown&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;- [x]&lt;/span&gt; Write math example
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;- [x]&lt;/span&gt; Write diagram example
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;- [ ]&lt;/span&gt; Do something else
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;input checked=&#34;&#34; disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Write math example
&lt;ul&gt;
&lt;li&gt;&lt;input checked=&#34;&#34; disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Write diagram example&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;&lt;input disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Do something else&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id=&#34;tables&#34;&gt;Tables&lt;/h3&gt;
&lt;p&gt;Save your spreadsheet as a CSV file in your page&amp;rsquo;s folder and then render it by adding the &lt;em&gt;Table&lt;/em&gt; shortcode to your page:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-go&#34; data-lang=&#34;go&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;{{&amp;lt;&lt;/span&gt; &lt;span class=&#34;nx&#34;&gt;table&lt;/span&gt; &lt;span class=&#34;nx&#34;&gt;path&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;results.csv&amp;#34;&lt;/span&gt; &lt;span class=&#34;nx&#34;&gt;header&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;true&amp;#34;&lt;/span&gt; &lt;span class=&#34;nx&#34;&gt;caption&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Table 1: My results&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;}}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;













  



&lt;table class=&#34;table&#34;&gt;
  
    
    
    &lt;tr&gt;  &lt;th&gt;customer_id&lt;/th&gt;  &lt;th&gt;score&lt;/th&gt;  &lt;/tr&gt;
  
  
    &lt;tr&gt;
      
        
          &lt;td data-table-dtype=&#34;number&#34;&gt;1&lt;/td&gt;
        
      
        
          &lt;td data-table-dtype=&#34;number&#34;&gt;0&lt;/td&gt;
        
      
    &lt;/tr&gt;
  
    &lt;tr&gt;
      
        
          &lt;td data-table-dtype=&#34;number&#34;&gt;2&lt;/td&gt;
        
      
        
          &lt;td data-table-dtype=&#34;text&#34;&gt;0.5&lt;/td&gt;
        
      
    &lt;/tr&gt;
  
    &lt;tr&gt;
      
        
          &lt;td data-table-dtype=&#34;number&#34;&gt;3&lt;/td&gt;
        
      
        
          &lt;td data-table-dtype=&#34;number&#34;&gt;1&lt;/td&gt;
        
      
    &lt;/tr&gt;
  
  
    &lt;caption&gt;Table 1: My results&lt;/caption&gt;
  
&lt;/table&gt;

&lt;h3 id=&#34;callouts&#34;&gt;Callouts&lt;/h3&gt;
&lt;p&gt;Academic supports a &lt;a href=&#34;https://wowchemy.com/docs/content/writing-markdown-latex/#callouts&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;shortcode for callouts&lt;/a&gt;, also referred to as &lt;em&gt;asides&lt;/em&gt;, &lt;em&gt;hints&lt;/em&gt;, or &lt;em&gt;alerts&lt;/em&gt;. By wrapping a paragraph in &lt;code&gt;{{% callout note %}} ... {{% /callout %}}&lt;/code&gt;, it will render as an aside.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-markdown&#34; data-lang=&#34;markdown&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{% callout note %}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;A Markdown aside is useful for displaying notices, hints, or definitions to your readers.
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{% /callout %}}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;
&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    A Markdown aside is useful for displaying notices, hints, or definitions to your readers.
  &lt;/div&gt;
&lt;/div&gt;
&lt;h3 id=&#34;spoilers&#34;&gt;Spoilers&lt;/h3&gt;
&lt;p&gt;Add a spoiler to a page to reveal text, such as an answer to a question, after a button is clicked.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-markdown&#34; data-lang=&#34;markdown&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;spoiler&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;text&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;Click to view the spoiler&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;You found me!
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;/&lt;/span&gt;&lt;span class=&#34;nt&#34;&gt;spoiler&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;
&lt;details class=&#34;spoiler &#34;  id=&#34;spoiler-6&#34;&gt;
  &lt;summary&gt;Click to view the spoiler&lt;/summary&gt;
  &lt;p&gt;You found me!&lt;/p&gt;
&lt;/details&gt;
&lt;h3 id=&#34;icons&#34;&gt;Icons&lt;/h3&gt;
&lt;p&gt;Academic enables you to use a wide range of &lt;a href=&#34;https://wowchemy.com/docs/getting-started/page-builder/#icons&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;icons from &lt;em&gt;Font Awesome&lt;/em&gt; and &lt;em&gt;Academicons&lt;/em&gt;&lt;/a&gt; in addition to &lt;a href=&#34;https://wowchemy.com/docs/content/writing-markdown-latex/#emojis&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;emojis&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;Here are some examples using the &lt;code&gt;icon&lt;/code&gt; shortcode to render icons:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-markdown&#34; data-lang=&#34;markdown&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;icon&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;name&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;terminal&amp;#34;&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;pack&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;fas&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}} Terminal  
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;icon&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;name&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;python&amp;#34;&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;pack&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;fab&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}} Python  
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;icon&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;name&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;r-project&amp;#34;&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;pack&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;fab&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}} R
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;renders as&lt;/p&gt;
&lt;p&gt;
  &lt;i class=&#34;fas fa-terminal  pr-1 fa-fw&#34;&gt;&lt;/i&gt; Terminal&lt;br&gt;

  &lt;i class=&#34;fab fa-python  pr-1 fa-fw&#34;&gt;&lt;/i&gt; Python&lt;br&gt;

  &lt;i class=&#34;fab fa-r-project  pr-1 fa-fw&#34;&gt;&lt;/i&gt; R&lt;/p&gt;
&lt;h3 id=&#34;did-you-find-this-page-helpful-consider-sharing-it-&#34;&gt;Did you find this page helpful? Consider sharing it 🙌&lt;/h3&gt;
</description>
    </item>
    
    <item>
      <title>An example preprint / working paper</title>
      <link>https://JoshuaHennes.github.io/publication/preprint/</link>
      <pubDate>Sun, 07 Apr 2019 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/publication/preprint/</guid>
      <description>&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    Create your slides in Markdown - click the &lt;em&gt;Slides&lt;/em&gt; button to check out the example.
  &lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Supplementary notes can be added here, including &lt;a href=&#34;https://wowchemy.com/docs/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;code, math, and images&lt;/a&gt;.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Display Jupyter Notebooks with Academic</title>
      <link>https://JoshuaHennes.github.io/post/jupyter/</link>
      <pubDate>Tue, 05 Feb 2019 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/post/jupyter/</guid>
      <description>&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;kn&#34;&gt;from&lt;/span&gt; &lt;span class=&#34;nn&#34;&gt;IPython.core.display&lt;/span&gt; &lt;span class=&#34;kn&#34;&gt;import&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;Image&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;Image&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s1&#34;&gt;&amp;#39;https://www.python.org/static/community_logos/python-logo-master-v3-TM-flattened.png&amp;#39;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;















&lt;figure  &gt;
  &lt;div class=&#34;d-flex justify-content-center&#34;&gt;
    &lt;div class=&#34;w-100&#34; &gt;&lt;img src=&#34;./index_1_0.png&#34; alt=&#34;png&#34; loading=&#34;lazy&#34; data-zoomable /&gt;&lt;/div&gt;
  &lt;/div&gt;&lt;/figure&gt;
&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;print&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;Welcome to Academic!&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;pre&gt;&lt;code&gt;Welcome to Academic!
&lt;/code&gt;&lt;/pre&gt;
&lt;h2 id=&#34;install-python-and-jupyterlab&#34;&gt;Install Python and JupyterLab&lt;/h2&gt;
&lt;p&gt;&lt;a href=&#34;https://www.anaconda.com/distribution/#download-section&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Install Anaconda&lt;/a&gt; which includes Python 3 and JupyterLab.&lt;/p&gt;
&lt;p&gt;Alternatively, install JupyterLab with &lt;code&gt;pip3 install jupyterlab&lt;/code&gt;.&lt;/p&gt;
&lt;h2 id=&#34;create-or-upload-a-jupyter-notebook&#34;&gt;Create or upload a Jupyter notebook&lt;/h2&gt;
&lt;p&gt;Run the following commands in your Terminal, substituting &lt;code&gt;&amp;lt;MY-WEBSITE-FOLDER&amp;gt;&lt;/code&gt; and &lt;code&gt;&amp;lt;SHORT-POST-TITLE&amp;gt;&lt;/code&gt; with the file path to your Academic website folder and a short title for your blog post (use hyphens instead of spaces), respectively:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;mkdir -p &amp;lt;MY-WEBSITE-FOLDER&amp;gt;/content/post/&amp;lt;SHORT-POST-TITLE&amp;gt;/
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;cd&lt;/span&gt; &amp;lt;MY-WEBSITE-FOLDER&amp;gt;/content/post/&amp;lt;SHORT-POST-TITLE&amp;gt;/
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;jupyter lab index.ipynb
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;jupyter&lt;/code&gt; command above will launch the JupyterLab editor, allowing us to add Academic metadata and write the content.&lt;/p&gt;
&lt;h2 id=&#34;edit-your-post-metadata&#34;&gt;Edit your post metadata&lt;/h2&gt;
&lt;p&gt;The first cell of your Jupter notebook will contain your post metadata (&lt;a href=&#34;https://sourcethemes.com/academic/docs/front-matter/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;front matter&lt;/a&gt;).&lt;/p&gt;
&lt;p&gt;In Jupter, choose &lt;em&gt;Markdown&lt;/em&gt; as the type of the first cell and wrap your Academic metadata in three dashes, indicating that it is YAML front matter:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;---
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;title: My post&amp;#39;s title
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;date: 2019-09-01
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;# Put any other Academic metadata here...
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;---
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Edit the metadata of your post, using the &lt;a href=&#34;https://sourcethemes.com/academic/docs/managing-content&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;documentation&lt;/a&gt; as a guide to the available options.&lt;/p&gt;
&lt;p&gt;To set a &lt;a href=&#34;https://sourcethemes.com/academic/docs/managing-content/#featured-image&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;featured image&lt;/a&gt;, place an image named &lt;code&gt;featured&lt;/code&gt; into your post&amp;rsquo;s folder.&lt;/p&gt;
&lt;p&gt;For other tips, such as using math, see the guide on &lt;a href=&#34;https://wowchemy.com/docs/content/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;writing content with Academic&lt;/a&gt;.&lt;/p&gt;
&lt;h2 id=&#34;convert-notebook-to-markdown&#34;&gt;Convert notebook to Markdown&lt;/h2&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;jupyter nbconvert index.ipynb --to markdown --NbConvertApp.output_files_dir&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id=&#34;example&#34;&gt;Example&lt;/h2&gt;
&lt;p&gt;This post was created with Jupyter. The orginal files can be found at &lt;a href=&#34;https://github.com/gcushen/hugo-academic/tree/master/exampleSite/content/post/jupyter&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;https://github.com/gcushen/hugo-academic/tree/master/exampleSite/content/post/jupyter&lt;/a&gt;&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Slides</title>
      <link>https://JoshuaHennes.github.io/slides/example/</link>
      <pubDate>Tue, 05 Feb 2019 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/slides/example/</guid>
      <description>&lt;h1 id=&#34;create-slides-in-markdown-with-wowchemy&#34;&gt;Create slides in Markdown with Wowchemy&lt;/h1&gt;
&lt;p&gt;&lt;a href=&#34;https://wowchemy.com/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Wowchemy&lt;/a&gt; | &lt;a href=&#34;https://wowchemy.com/docs/content/slides/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Documentation&lt;/a&gt;&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;features&#34;&gt;Features&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Efficiently write slides in Markdown&lt;/li&gt;
&lt;li&gt;3-in-1: Create, Present, and Publish your slides&lt;/li&gt;
&lt;li&gt;Supports speaker notes&lt;/li&gt;
&lt;li&gt;Mobile friendly slides&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;controls&#34;&gt;Controls&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;Next: &lt;code&gt;Right Arrow&lt;/code&gt; or &lt;code&gt;Space&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Previous: &lt;code&gt;Left Arrow&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Start: &lt;code&gt;Home&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Finish: &lt;code&gt;End&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Overview: &lt;code&gt;Esc&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Speaker notes: &lt;code&gt;S&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Fullscreen: &lt;code&gt;F&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Zoom: &lt;code&gt;Alt + Click&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&#34;https://revealjs.com/pdf-export/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;PDF Export&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;code-highlighting&#34;&gt;Code Highlighting&lt;/h2&gt;
&lt;p&gt;Inline code: &lt;code&gt;variable&lt;/code&gt;&lt;/p&gt;
&lt;p&gt;Code block:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-python&#34; data-lang=&#34;python&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;n&#34;&gt;porridge&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;=&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;blueberry&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;if&lt;/span&gt; &lt;span class=&#34;n&#34;&gt;porridge&lt;/span&gt; &lt;span class=&#34;o&#34;&gt;==&lt;/span&gt; &lt;span class=&#34;s2&#34;&gt;&amp;#34;blueberry&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;    &lt;span class=&#34;nb&#34;&gt;print&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;(&lt;/span&gt;&lt;span class=&#34;s2&#34;&gt;&amp;#34;Eating...&amp;#34;&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;h2 id=&#34;math&#34;&gt;Math&lt;/h2&gt;
&lt;p&gt;In-line math: $x + y = z$&lt;/p&gt;
&lt;p&gt;Block math:&lt;/p&gt;
&lt;p&gt;$$
f\left( x \right) = ;\frac{{2\left( {x + 4} \right)\left( {x - 4} \right)}}{{\left( {x + 4} \right)\left( {x + 1} \right)}}
$$&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;fragments&#34;&gt;Fragments&lt;/h2&gt;
&lt;p&gt;Make content appear incrementally&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{% fragment %}} One {{% /fragment %}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{% fragment %}} **Two** {{% /fragment %}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{% fragment %}} Three {{% /fragment %}}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Press &lt;code&gt;Space&lt;/code&gt; to play!&lt;/p&gt;
&lt;span class=&#34;fragment &#34; &gt;
  One
&lt;/span&gt;
&lt;span class=&#34;fragment &#34; &gt;
  &lt;strong&gt;Two&lt;/strong&gt;
&lt;/span&gt;
&lt;span class=&#34;fragment &#34; &gt;
  Three
&lt;/span&gt;
&lt;hr&gt;
&lt;p&gt;A fragment can accept two optional parameters:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;class&lt;/code&gt;: use a custom style (requires definition in custom CSS)&lt;/li&gt;
&lt;li&gt;&lt;code&gt;weight&lt;/code&gt;: sets the order in which a fragment appears&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;speaker-notes&#34;&gt;Speaker Notes&lt;/h2&gt;
&lt;p&gt;Add speaker notes to your presentation&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-markdown&#34; data-lang=&#34;markdown&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{% speaker_note %}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;-&lt;/span&gt; Only the speaker can read these notes
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;k&#34;&gt;-&lt;/span&gt; Press &lt;span class=&#34;sb&#34;&gt;`S`&lt;/span&gt; key to view
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  {{% /speaker_note %}}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Press the &lt;code&gt;S&lt;/code&gt; key to view the speaker notes!&lt;/p&gt;
&lt;aside class=&#34;notes&#34;&gt;
  &lt;ul&gt;
&lt;li&gt;Only the speaker can read these notes&lt;/li&gt;
&lt;li&gt;Press &lt;code&gt;S&lt;/code&gt; key to view&lt;/li&gt;
&lt;/ul&gt;

&lt;/aside&gt;
&lt;hr&gt;
&lt;h2 id=&#34;themes&#34;&gt;Themes&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;black: Black background, white text, blue links (default)&lt;/li&gt;
&lt;li&gt;white: White background, black text, blue links&lt;/li&gt;
&lt;li&gt;league: Gray background, white text, blue links&lt;/li&gt;
&lt;li&gt;beige: Beige background, dark text, brown links&lt;/li&gt;
&lt;li&gt;sky: Blue background, thin dark text, blue links&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;ul&gt;
&lt;li&gt;night: Black background, thick white text, orange links&lt;/li&gt;
&lt;li&gt;serif: Cappuccino background, gray text, brown links&lt;/li&gt;
&lt;li&gt;simple: White background, black text, blue links&lt;/li&gt;
&lt;li&gt;solarized: Cream-colored background, dark green text, blue links&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;

&lt;section data-noprocess data-shortcode-slide
  
      
      data-background-image=&#34;/media/boards.jpg&#34;
  &gt;

&lt;h2 id=&#34;custom-slide&#34;&gt;Custom Slide&lt;/h2&gt;
&lt;p&gt;Customize the slide style and background&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-markdown&#34; data-lang=&#34;markdown&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;slide&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;background-image&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;/media/boards.jpg&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;slide&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;background-color&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;#0000FF&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}}
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;{{&lt;span class=&#34;p&#34;&gt;&amp;lt;&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;slide&lt;/span&gt; &lt;span class=&#34;na&#34;&gt;class&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;=&lt;/span&gt;&lt;span class=&#34;s&#34;&gt;&amp;#34;my-style&amp;#34;&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;&amp;gt;&lt;/span&gt;}}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;h2 id=&#34;custom-css-example&#34;&gt;Custom CSS Example&lt;/h2&gt;
&lt;p&gt;Let&amp;rsquo;s make headers navy colored.&lt;/p&gt;
&lt;p&gt;Create &lt;code&gt;assets/css/reveal_custom.css&lt;/code&gt; with:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-css&#34; data-lang=&#34;css&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;nc&#34;&gt;reveal&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;section&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;h1&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;nc&#34;&gt;reveal&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;section&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;h2&lt;/span&gt;&lt;span class=&#34;o&#34;&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;.&lt;/span&gt;&lt;span class=&#34;nc&#34;&gt;reveal&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;section&lt;/span&gt; &lt;span class=&#34;nt&#34;&gt;h3&lt;/span&gt; &lt;span class=&#34;p&#34;&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  &lt;span class=&#34;k&#34;&gt;color&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;:&lt;/span&gt; &lt;span class=&#34;kc&#34;&gt;navy&lt;/span&gt;&lt;span class=&#34;p&#34;&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;p&#34;&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;h1 id=&#34;questions&#34;&gt;Questions?&lt;/h1&gt;
&lt;p&gt;&lt;a href=&#34;https://discord.gg/z8wNYzb&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Ask&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://wowchemy.com/docs/content/slides/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Documentation&lt;/a&gt;&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Privacy Policy</title>
      <link>https://JoshuaHennes.github.io/privacy/</link>
      <pubDate>Thu, 28 Jun 2018 00:00:00 +0100</pubDate>
      <guid>https://JoshuaHennes.github.io/privacy/</guid>
      <description>&lt;p&gt;Add your privacy policy here and set &lt;code&gt;draft: false&lt;/code&gt; to publish it. Otherwise, delete this file if you don&amp;rsquo;t need it.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Terms</title>
      <link>https://JoshuaHennes.github.io/terms/</link>
      <pubDate>Thu, 28 Jun 2018 00:00:00 +0100</pubDate>
      <guid>https://JoshuaHennes.github.io/terms/</guid>
      <description>&lt;p&gt;Add your terms here and set &lt;code&gt;draft: false&lt;/code&gt; to publish it. Otherwise, delete this file if you don&amp;rsquo;t need it.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>Example Project</title>
      <link>https://JoshuaHennes.github.io/project/example/</link>
      <pubDate>Wed, 27 Apr 2016 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/project/example/</guid>
      <description>&lt;p&gt;Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex sollicitudin condimentum. Sed ac faucibus dolor, scelerisque sollicitudin nisi. Cras purus urna, suscipit quis sapien eu, pulvinar tempor diam. Quisque risus orci, mollis id ante sit amet, gravida egestas nisl. Sed ac tempus magna. Proin in dui enim. Donec condimentum, sem id dapibus fringilla, tellus enim condimentum arcu, nec volutpat est felis vel metus. Vestibulum sit amet erat at nulla eleifend gravida.&lt;/p&gt;
&lt;p&gt;Nullam vel molestie justo. Curabitur vitae efficitur leo. In hac habitasse platea dictumst. Sed pulvinar mauris dui, eget varius purus congue ac. Nulla euismod, lorem vel elementum dapibus, nunc justo porta mi, sed tempus est est vel tellus. Nam et enim eleifend, laoreet sem sit amet, elementum sem. Morbi ut leo congue, maximus velit ut, finibus arcu. In et libero cursus, rutrum risus non, molestie leo. Nullam congue quam et volutpat malesuada. Sed risus tortor, pulvinar et dictum nec, sodales non mi. Phasellus lacinia commodo laoreet. Nam mollis, erat in feugiat consectetur, purus eros egestas tellus, in auctor urna odio at nibh. Mauris imperdiet nisi ac magna convallis, at rhoncus ligula cursus.&lt;/p&gt;
&lt;p&gt;Cras aliquam rhoncus ipsum, in hendrerit nunc mattis vitae. Duis vitae efficitur metus, ac tempus leo. Cras nec fringilla lacus. Quisque sit amet risus at ipsum pharetra commodo. Sed aliquam mauris at consequat eleifend. Praesent porta, augue sed viverra bibendum, neque ante euismod ante, in vehicula justo lorem ac eros. Suspendisse augue libero, venenatis eget tincidunt ut, malesuada at lorem. Donec vitae bibendum arcu. Aenean maximus nulla non pretium iaculis. Quisque imperdiet, nulla in pulvinar aliquet, velit quam ultrices quam, sit amet fringilla leo sem vel nunc. Mauris in lacinia lacus.&lt;/p&gt;
&lt;p&gt;Suspendisse a tincidunt lacus. Curabitur at urna sagittis, dictum ante sit amet, euismod magna. Sed rutrum massa id tortor commodo, vitae elementum turpis tempus. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean purus turpis, venenatis a ullamcorper nec, tincidunt et massa. Integer posuere quam rutrum arcu vehicula imperdiet. Mauris ullamcorper quam vitae purus congue, quis euismod magna eleifend. Vestibulum semper vel augue eget tincidunt. Fusce eget justo sodales, dapibus odio eu, ultrices lorem. Duis condimentum lorem id eros commodo, in facilisis mauris scelerisque. Morbi sed auctor leo. Nullam volutpat a lacus quis pharetra. Nulla congue rutrum magna a ornare.&lt;/p&gt;
&lt;p&gt;Aliquam in turpis accumsan, malesuada nibh ut, hendrerit justo. Cum sociis natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Quisque sed erat nec justo posuere suscipit. Donec ut efficitur arcu, in malesuada neque. Nunc dignissim nisl massa, id vulputate nunc pretium nec. Quisque eget urna in risus suscipit ultricies. Pellentesque odio odio, tincidunt in eleifend sed, posuere a diam. Nam gravida nisl convallis semper elementum. Morbi vitae felis faucibus, vulputate orci placerat, aliquet nisi. Aliquam erat volutpat. Maecenas sagittis pulvinar purus, sed porta quam laoreet at.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>External Project</title>
      <link>https://JoshuaHennes.github.io/project/external-project/</link>
      <pubDate>Wed, 27 Apr 2016 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/project/external-project/</guid>
      <description></description>
    </item>
    
    <item>
      <title>An example journal article</title>
      <link>https://JoshuaHennes.github.io/publication/journal-article/</link>
      <pubDate>Tue, 01 Sep 2015 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/publication/journal-article/</guid>
      <description>&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    Click the &lt;em&gt;Cite&lt;/em&gt; button above to demo the feature to enable visitors to import publication metadata into their reference management software.
  &lt;/div&gt;
&lt;/div&gt;
&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    Create your slides in Markdown - click the &lt;em&gt;Slides&lt;/em&gt; button to check out the example.
  &lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Supplementary notes can be added here, including &lt;a href=&#34;https://wowchemy.com/docs/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;code, math, and images&lt;/a&gt;.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title>An example conference paper</title>
      <link>https://JoshuaHennes.github.io/publication/conference-paper/</link>
      <pubDate>Mon, 01 Jul 2013 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/publication/conference-paper/</guid>
      <description>&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    Click the &lt;em&gt;Cite&lt;/em&gt; button above to demo the feature to enable visitors to import publication metadata into their reference management software.
  &lt;/div&gt;
&lt;/div&gt;
&lt;div class=&#34;alert alert-note&#34;&gt;
  &lt;div&gt;
    Create your slides in Markdown - click the &lt;em&gt;Slides&lt;/em&gt; button to check out the example.
  &lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;Supplementary notes can be added here, including &lt;a href=&#34;https://wowchemy.com/docs/writing-markdown-latex/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;code, math, and images&lt;/a&gt;.&lt;/p&gt;
</description>
    </item>
    
    <item>
      <title></title>
      <link>https://JoshuaHennes.github.io/admin/config.yml</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
      <guid>https://JoshuaHennes.github.io/admin/config.yml</guid>
      <description></description>
    </item>
    
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