Built site for AMR@2.1.1.9144: 5ff9210

articles/AMR_with_tidymodels.html

@@ -142,7 +142,7 @@ package.</p>
 <span><span class="co">#&gt; <span style="color: #BB0000;">✖</span> <span style="color: #0000BB;">dplyr</span>::<span style="color: #00BB00;">filter()</span>  masks <span style="color: #0000BB;">stats</span>::filter()</span></span>
 <span><span class="co">#&gt; <span style="color: #BB0000;">✖</span> <span style="color: #0000BB;">dplyr</span>::<span style="color: #00BB00;">lag()</span>     masks <span style="color: #0000BB;">stats</span>::lag()</span></span>
 <span><span class="co">#&gt; <span style="color: #BB0000;">✖</span> <span style="color: #0000BB;">recipes</span>::<span style="color: #00BB00;">step()</span>  masks <span style="color: #0000BB;">stats</span>::step()</span></span>
-<span><span class="co">#&gt; <span style="color: #0000BB;">•</span> Use <span style="color: #00BB00;">tidymodels_prefer()</span> to resolve common conflicts.</span></span>
+<span><span class="co">#&gt; <span style="color: #0000BB;">•</span> Dig deeper into tidy modeling with R at <span style="color: #00BB00;">https://www.tmwr.org</span></span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span>          <span class="co"># For AMR data analysis</span></span>
 <span></span>
 <span><span class="co"># Load the example_isolates dataset</span></span>

pkgdown.yml

@@ -12,7 +12,7 @@ articles:
   resistance_predict: resistance_predict.html
   welcome_to_AMR: welcome_to_AMR.html
   WHONET: WHONET.html
-last_built: 2025-02-11T07:53Z
+last_built: 2025-02-11T16:27Z
 urls:
   reference: https://msberends.github.io/AMR/reference
   article: https://msberends.github.io/AMR/articles

reference/as.sir.html

@@ -782,16 +782,16 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 57 × 16</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    datetime            index ab_given mo_given host_given ab   mo              </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  <span style="color: #BCBCBC;">*</span> <span style="color: #949494; font-style: italic;">&lt;dttm&gt;</span>              <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span>            </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2025-02-11 <span style="color: #949494;">07:53:48</span>     4 AMX      B_STRPT… human      AMX  <span style="color: #949494;">B_</span>STRPT<span style="color: #949494;">_</span>PNMN    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2025-02-11 <span style="color: #949494;">16:28:00</span>     4 AMX      B_STRPT… human      AMX  <span style="color: #949494;">B_</span>STRPT<span style="color: #949494;">_</span>PNMN    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2025-02-11 <span style="color: #949494;">07:53:55</span>     4 genta    Escheri… human      GEN  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2025-02-11 <span style="color: #949494;">16:28:07</span>     4 genta    Escheri… human      GEN  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2025-02-11 <span style="color: #949494;">07:53:55</span>     4 genta    Escheri… human      GEN  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2025-02-11 <span style="color: #949494;">16:28:07</span>     4 genta    Escheri… human      GEN  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2025-02-11 <span style="color: #949494;">07:53:56</span>     4 genta    Escheri… cattle     GEN  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2025-02-11 <span style="color: #949494;">16:28:08</span>     4 genta    Escheri… cattle     GEN  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2025-02-11 <span style="color: #949494;">07:53:56</span>     4 genta    Escheri… cattle     GEN  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2025-02-11 <span style="color: #949494;">16:28:08</span>     4 genta    Escheri… cattle     GEN  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2025-02-11 <span style="color: #949494;">07:53:48</span>     3 AMX      B_STRPT… human      AMX  <span style="color: #949494;">B_</span>STRPT<span style="color: #949494;">_</span>PNMN    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2025-02-11 <span style="color: #949494;">16:28:00</span>     3 AMX      B_STRPT… human      AMX  <span style="color: #949494;">B_</span>STRPT<span style="color: #949494;">_</span>PNMN    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2025-02-11 <span style="color: #949494;">07:53:55</span>     3 tobra    Escheri… human      TOB  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2025-02-11 <span style="color: #949494;">16:28:07</span>     3 tobra    Escheri… human      TOB  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2025-02-11 <span style="color: #949494;">07:53:55</span>     3 tobra    Escheri… human      TOB  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2025-02-11 <span style="color: #949494;">16:28:07</span>     3 tobra    Escheri… human      TOB  <span style="color: #949494;">B_</span>[ORD]<span style="color: #949494;">_</span>ENTRBCTR</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2025-02-11 <span style="color: #949494;">07:53:56</span>     3 tobra    Escheri… horses     TOB  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2025-02-11 <span style="color: #949494;">16:28:08</span>     3 tobra    Escheri… horses     TOB  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2025-02-11 <span style="color: #949494;">07:53:56</span>     3 tobra    Escheri… horses     TOB  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2025-02-11 <span style="color: #949494;">16:28:08</span>     3 tobra    Escheri… horses     TOB  <span style="color: #949494;">B_</span>ESCHR<span style="color: #949494;">_</span>COLI    </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 47 more rows</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 9 more variables: host &lt;chr&gt;, method &lt;chr&gt;, input &lt;dbl&gt;, outcome &lt;sir&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   notes &lt;chr&gt;, guideline &lt;chr&gt;, ref_table &lt;chr&gt;, uti &lt;lgl&gt;,</span></span>

reference/plot.html

@@ -271,7 +271,132 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
 
     <div class="section level2">
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">some_mic_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">some_disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_disk</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">some_sir_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_sir</a></span><span class="op">(</span><span class="fl">50</span>, prob_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.55</span>, <span class="fl">0.05</span>, <span class="fl">0.30</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_mic_values</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="plot-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_disk_values</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="plot-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_sir_values</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="plot-3.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co"># when providing the microorganism and antibiotic, colours will show interpretations:</span></span></span>
+<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_mic_values</span>, mo <span class="op">=</span> <span class="st">"S. aureus"</span>, ab <span class="op">=</span> <span class="st">"ampicillin"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="plot-4.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_disk_values</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="plot-5.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_disk_values</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span>, language <span class="op">=</span> <span class="st">"nl"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="plot-6.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co"># Plotting using scale_x_mic() -----------------------------------------</span></span></span>
+<span class="r-in"><span><span class="co"># \donttest{</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="va">mic_plot</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mics <span class="op">=</span> <span class="fu"><a href="as.mic.html">as.mic</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.25</span>, <span class="st">"&lt;=4"</span>, <span class="fl">4</span>, <span class="fl">8</span>, <span class="fl">32</span>, <span class="st">"&gt;=32"</span><span class="op">)</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                                counts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">2</span>, <span class="fl">3</span>, <span class="fl">3</span><span class="op">)</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                     <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/aes.html" class="external-link">aes</a></span><span class="op">(</span><span class="va">mics</span>, <span class="va">counts</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_bar.html" class="external-link">geom_col</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="va">mic_plot</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"without scale_x_mic()"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-7.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="va">mic_plot</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_x_mic</span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic()"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-8.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="va">mic_plot</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_x_mic</span><span class="op">(</span>keep_operators <span class="op">=</span> <span class="st">"all"</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic() keeping all operators"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-9.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="va">mic_plot</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_x_mic</span><span class="op">(</span>mic_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">16</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic() using a manual 'within' range"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-10.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="va">mic_plot</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_x_mic</span><span class="op">(</span>mic_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.032</span>, <span class="fl">256</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic() using a manual 'outside' range"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-11.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co"># Plotting using scale_y_mic() -----------------------------------------</span></span></span>
+<span class="r-in"><span><span class="va">some_groups</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="va">LETTERS</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span>, <span class="fl">20</span>, replace <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mic <span class="op">=</span> <span class="va">some_mic_values</span>,</span></span>
+<span class="r-in"><span>                    group <span class="op">=</span> <span class="va">some_groups</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>         <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/aes.html" class="external-link">aes</a></span><span class="op">(</span><span class="va">group</span>, <span class="va">mic</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_boxplot.html" class="external-link">geom_boxplot</a></span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_violin.html" class="external-link">geom_violin</a></span><span class="op">(</span>linetype <span class="op">=</span> <span class="fl">2</span>, colour <span class="op">=</span> <span class="st">"grey"</span>, fill <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_y_mic</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-12.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mic <span class="op">=</span> <span class="va">some_mic_values</span>,</span></span>
+<span class="r-in"><span>                    group <span class="op">=</span> <span class="va">some_groups</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>         <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/aes.html" class="external-link">aes</a></span><span class="op">(</span><span class="va">group</span>, <span class="va">mic</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_boxplot.html" class="external-link">geom_boxplot</a></span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_violin.html" class="external-link">geom_violin</a></span><span class="op">(</span>linetype <span class="op">=</span> <span class="fl">2</span>, colour <span class="op">=</span> <span class="st">"grey"</span>, fill <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_y_mic</span><span class="op">(</span>mic_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="cn">NA</span>, <span class="fl">2</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-13.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co"># Plotting using scale_fill_mic() -----------------------------------------</span></span></span>
+<span class="r-in"><span><span class="va">some_counts</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Uniform.html" class="external-link">runif</a></span><span class="op">(</span><span class="fl">20</span>, <span class="fl">5</span>, <span class="fl">50</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mic <span class="op">=</span> <span class="va">some_mic_values</span>,</span></span>
+<span class="r-in"><span>                   group <span class="op">=</span> <span class="va">some_groups</span>,</span></span>
+<span class="r-in"><span>                   counts <span class="op">=</span> <span class="va">some_counts</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>         <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/aes.html" class="external-link">aes</a></span><span class="op">(</span><span class="va">group</span>, <span class="va">counts</span>, fill <span class="op">=</span> <span class="va">mic</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_bar.html" class="external-link">geom_col</a></span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_fill_mic</span><span class="op">(</span>mic_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.5</span>, <span class="fl">16</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-14.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co"># Auto plotting --------------------------------------------------------</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_mic_values</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-15.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_disk_values</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-16.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_sir_values</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-17.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="co"># Plotting using scale_y_percent() -------------------------------------</span></span></span>
+<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span>  <span class="va">p</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>mics <span class="op">=</span> <span class="fu"><a href="as.mic.html">as.mic</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.25</span>, <span class="st">"&lt;=4"</span>, <span class="fl">4</span>, <span class="fl">8</span>, <span class="fl">32</span>, <span class="st">"&gt;=32"</span><span class="op">)</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                               counts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">2</span>, <span class="fl">3</span>, <span class="fl">3</span><span class="op">)</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                         <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/aes.html" class="external-link">aes</a></span><span class="op">(</span><span class="va">mics</span>, <span class="va">counts</span> <span class="op">/</span> <span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="va">counts</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_bar.html" class="external-link">geom_col</a></span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">p</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="va">p2</span> <span class="op">&lt;-</span> <span class="va">p</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_y_percent</span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">theme_sir</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">p2</span><span class="op">)</span></span></span>
+<span class="r-in"><span>  </span></span>
+<span class="r-in"><span>  <span class="va">p</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">scale_y_percent</span><span class="op">(</span>breaks <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq</a></span><span class="op">(</span>from <span class="op">=</span> <span class="fl">0</span>, to <span class="op">=</span> <span class="fl">1</span>, by <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span>,</span></span>
+<span class="r-in"><span>                    limits <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span><span class="op">)</span><span class="op">)</span> <span class="op">+</span></span></span>
+<span class="r-in"><span>    <span class="fu">theme_sir</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-plt img"><img src="plot-18.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="plot-19.png" alt="" width="700" height="433"></span>
+<span class="r-plt img"><img src="plot-20.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co"># }</span></span></span>
+</code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
     </nav></aside></div>

reference/random.html

@@ -99,43 +99,43 @@
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 64    0.001 &gt;=256 0.001 0.005 8     8     1     16    0.002 &gt;=256 16   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 32     2      0.002  128    128    0.0625 32     4      128    0.0625</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 4     64    0.002 0.001 0.25  64    0.025 64    0.025 1     0.001 16   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.5    0.025  256    4      16     0.025  0.025  4      256    0.5   </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 0.5  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 8      4      0.005  4      0.01  </span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 10 42 50 49 46 44 48 49 32 49 20 30 44 13 10 34 26 26 26 47 19 38 23 41 41</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 11 10 21 42 49 34 17 35 45 37 36 16 17 25 47 47 41 47 10  6 31 33 37 29 14</span>
 <span class="r-in"><span><span class="fu">random_sir</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'sir'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] R S S I I I I S S I S S R S S R S S R S R R R I I</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] R S S I I S S S I R S R S I S I S S I S I S R S R</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># \donttest{</span></span></span>
 <span class="r-in"><span><span class="co"># make the random generation more realistic by setting a bug and/or drug:</span></span></span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 0.0625-64</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.125  0.5    128    64     8      0.0625 0.125  &gt;=256  4      8     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.25   0.5    2      32     0.005  0.025  0.5    &gt;=128  0.0625 0.25  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.125  2      32     2      0.0625 0.125  64     0.025  64     8     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.0625 4      4      8      0.001  16     &gt;=128  0.25   0.025  0.025 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.002  8      0.025  1      4     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 16     0.0625 0.0625 &gt;=128  0.125 </span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-16</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 8    16   4    8    2    16   16   2    0.5  1    8    8    16   1    1   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 1      1      16     4      32     0.5    8      8      8      8     </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [16] 4    2    8    8    2    8    0.25 2    0.5  0.5 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.5    &lt;=0.25 2      32     0.5    4      32     0.5    &lt;=0.25 16    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 2      8      &lt;=0.25 8      8     </span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-4</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] &lt;=0.0625 0.25     8        2        0.25     1        4        2       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 2     2     0.125 8     4     2     0.125 2     0.5   0.5   16    1    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [9] 0.25     &lt;=0.0625 0.5      8        0.25     0.5      4        0.125   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 1     0.25  0.25  0.25  2     8     0.125 0.125 2     8     4     16   </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [17] 2        0.25     4        4        0.25     &lt;=0.0625 8        &lt;=0.0625</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 2    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [25] &lt;=0.0625</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 8-50</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 40 43 38 39 15 49 39 10 47 43 30 38 15 26 16 24 32 16 36 47 35 11 45 42 41</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 25 17 40 14 34 35 40 45 18 35 24 42 48 45 19 31 45  9 35 26 30 26 48 10 15</span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 11-17</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 11 16 14 13 11 11 16 17 14 11 15 16 17 12 17 16 11 11 12 13 14 12 13 11 11</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 13 17 14 11 14 14 14 17 17 17 14 17 15 12 12 12 15 16 17 14 16 14 13 12 16</span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 12-27</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 19 25 18 20 25 16 15 25 19 25 27 19 25 20 23 21 17 19 25 25 22 24 17 22 21</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 26 20 18 27 18 15 18 17 16 20 24 21 25 21 25 18 23 25 17 24 17 16 20 18 25</span>
 <span class="r-in"><span><span class="co"># }</span></span></span>
 </code></pre></div>
     </div>

reference/skewness.html

@@ -89,7 +89,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
     <div class="section level2">
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">skewness</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Uniform.html" class="external-link">runif</a></span><span class="op">(</span><span class="fl">1000</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.03714722</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.01209417</span>
 </code></pre></div>
     </div>
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