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@@ -9,7 +9,7 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.0.9036</small>
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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@@ -267,14 +267,18 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<h3 id="the-scale-mic-functions">The <code>scale_*_mic()</code> Functions<a class="anchor" aria-label="anchor" href="#the-scale-mic-functions"></a></h3>
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<p>The functions <code>scale_x_mic()</code>, <code>scale_y_mic()</code>, <code>scale_colour_mic()</code>, and <code>scale_fill_mic()</code> functions allow to plot the <a href="as.mic.html">mic</a> class (MIC values) on a continuous, logarithmic scale. They also allow to rescale the MIC range with an 'inside' or 'outside' range if required, and retain the operators in MIC values (such as <code>>=</code>) if desired. Missing intermediate log2 levels will be plotted too.</p>
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<p>The functions <code>scale_x_mic()</code>, <code>scale_y_mic()</code>, <code>scale_colour_mic()</code>, and <code>scale_fill_mic()</code> functions allow to plot the <a href="as.mic.html">mic</a> class (MIC values) on a continuous, logarithmic scale.</p>
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<p>There is normally no need to add these scale functions to your plot, as they are applied automatically when plotting values of class <a href="as.mic.html">mic</a>.</p>
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<p>When manually added though, they allow to rescale the MIC range with an 'inside' or 'outside' range if required, and provide the option to retain the operators in MIC values (such as <code>>=</code>). Missing intermediate log2 levels will always be plotted too.</p>
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</div>
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<div class="section">
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<h3 id="the-scale-sir-functions">The <code>scale_*_sir()</code> Functions<a class="anchor" aria-label="anchor" href="#the-scale-sir-functions"></a></h3>
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<p>The functions <code>scale_x_sir()</code>, <code>scale_colour_sir()</code>, and <code>scale_fill_sir()</code> functions allow to plot the <a href="as.sir.html">sir</a> class in the right order (S < SDD < I < R < NI). At default, they translate the S/I/R values to an interpretative text ("Susceptible", "Resistant", etc.) in any of the 28 supported languages (use <code>language = NULL</code> to keep S/I/R). Also, except for <code>scale_x_sir()</code>, they set colour-blind friendly colours to the <code>colour</code> and <code>fill</code> aesthetics.</p>
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<p>The functions <code>scale_x_sir()</code>, <code>scale_colour_sir()</code>, and <code>scale_fill_sir()</code> functions allow to plot the <a href="as.sir.html">sir</a> class in the right order (S < SDD < I < R < NI).</p>
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<p>There is normally no need to add these scale functions to your plot, as they are applied automatically when plotting values of class <a href="as.sir.html">sir</a>.</p>
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<p>At default, they translate the S/I/R values to an interpretative text ("Susceptible", "Resistant", etc.) in any of the 28 supported languages (use <code>language = NULL</code> to keep S/I/R). Also, except for <code>scale_x_sir()</code>, they set colour-blind friendly colours to the <code>colour</code> and <code>fill</code> aesthetics.</p>
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</div>
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<div class="section">
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@@ -336,33 +340,27 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<span class="r-in"><span> <span class="op">)</span> <span class="op">+</span></span></span>
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<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>
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<span class="r-in"><span> <span class="va">mic_plot</span> <span class="op">+</span></span></span>
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<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>
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<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">"scale_x_mic() automatically applied"</span><span class="op">)</span></span></span>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-5.png" alt="" width="700" height="433"></span>
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<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>
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<span class="r-in"><span> <span class="va">mic_plot</span> <span class="op">+</span></span></span>
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<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>
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<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>
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<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">"none"</span><span class="op">)</span> <span class="op">+</span></span></span>
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<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 no operators"</span><span class="op">)</span></span></span>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-6.png" alt="" width="700" height="433"></span>
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<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>
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<span class="r-in"><span> <span class="va">mic_plot</span> <span class="op">+</span></span></span>
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<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>
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<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>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-7.png" alt="" width="700" height="433"></span>
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<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>
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<span class="r-in"><span> <span class="va">mic_plot</span> <span class="op">+</span></span></span>
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<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>
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<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>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-8.png" alt="" width="700" height="433"></span>
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<span class="r-plt img"><img src="plot-7.png" alt="" width="700" height="433"></span>
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<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>
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<span class="r-in"><span> <span class="va">mic_plot</span> <span class="op">+</span></span></span>
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<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>
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<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>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-9.png" alt="" width="700" height="433"></span>
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<span class="r-plt img"><img src="plot-8.png" alt="" width="700" height="433"></span>
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<span class="r-in"><span></span></span>
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<span class="r-in"><span></span></span>
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<span class="r-in"><span><span class="co"># Plotting using scale_y_mic() -----------------------------------------</span></span></span>
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@@ -378,9 +376,9 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<span class="r-in"><span> <span class="op">)</span> <span class="op">+</span></span></span>
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<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>
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<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">"grey30"</span>, fill <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span> <span class="op">+</span></span></span>
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<span class="r-in"><span> <span class="fu">scale_y_mic</span><span class="op">(</span><span class="op">)</span></span></span>
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<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">"scale_y_mic() automatically applied"</span><span class="op">)</span></span></span>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-10.png" alt="" width="700" height="433"></span>
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<span class="r-plt img"><img src="plot-9.png" alt="" width="700" height="433"></span>
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<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>
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<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></span>
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<span class="r-in"><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></span></span>
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@@ -393,7 +391,7 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<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">"grey30"</span>, fill <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span> <span class="op">+</span></span></span>
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<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">0.25</span><span class="op">)</span><span class="op">)</span></span></span>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-11.png" alt="" width="700" height="433"></span>
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<span class="r-plt img"><img src="plot-10.png" alt="" width="700" height="433"></span>
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<span class="r-in"><span></span></span>
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<span class="r-in"><span></span></span>
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<span class="r-in"><span><span class="co"># Plotting using scale_x_sir() -----------------------------------------</span></span></span>
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@@ -408,12 +406,12 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<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>
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<span class="r-in"><span> <span class="fu">scale_x_sir</span><span class="op">(</span><span class="op">)</span></span></span>
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<span class="r-in"><span><span class="op">}</span></span></span>
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<span class="r-plt img"><img src="plot-12.png" alt="" width="700" height="433"></span>
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<span class="r-plt img"><img src="plot-11.png" alt="" width="700" height="433"></span>
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<span class="r-in"><span></span></span>
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<span class="r-in"><span></span></span>
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<span class="r-in"><span><span class="co"># Plotting using scale_y_mic() and scale_colour_sir() ------------------</span></span></span>
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<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>
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<span class="r-in"><span> <span class="va">plain</span> <span class="op"><-</span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span></span></span>
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<span class="r-in"><span> <span class="va">mic_sir_plot</span> <span class="op"><-</span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</span></span></span>
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<span class="r-in"><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></span></span>
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<span class="r-in"><span> mic <span class="op">=</span> <span class="va">some_mic_values</span>,</span></span>
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<span class="r-in"><span> group <span class="op">=</span> <span class="va">some_groups</span>,</span></span>
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@@ -427,45 +425,39 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggtheme.html" class="external-link">theme_minimal</a></span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
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<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>fill <span class="op">=</span> <span class="cn">NA</span>, colour <span class="op">=</span> <span class="st">"grey30"</span><span class="op">)</span> <span class="op">+</span></span></span>
|
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<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/geom_jitter.html" class="external-link">geom_jitter</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span></span>
|
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<span class="r-in"><span></span></span>
|
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<span class="r-in"><span> <span class="va">plain</span></span></span>
|
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<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">"scale_y_mic()/scale_colour_sir() automatically applied"</span><span class="op">)</span></span></span>
|
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<span class="r-in"><span> </span></span>
|
||||
<span class="r-in"><span> <span class="va">mic_sir_plot</span></span></span>
|
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<span class="r-in"><span><span class="op">}</span></span></span>
|
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<span class="r-plt img"><img src="plot-13.png" alt="" width="700" height="433"></span>
|
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<span class="r-plt img"><img src="plot-12.png" alt="" width="700" height="433"></span>
|
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<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>
|
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<span class="r-in"><span> <span class="co"># and now with our MIC and SIR scale functions:</span></span></span>
|
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<span class="r-in"><span> <span class="va">plain</span> <span class="op">+</span></span></span>
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<span class="r-in"><span> <span class="fu">scale_y_mic</span><span class="op">(</span><span class="op">)</span> <span class="op">+</span></span></span>
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<span class="r-in"><span> <span class="fu">scale_colour_sir</span><span class="op">(</span><span class="op">)</span></span></span>
|
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<span class="r-in"><span><span class="op">}</span></span></span>
|
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<span class="r-plt img"><img src="plot-14.png" alt="" width="700" height="433"></span>
|
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<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">plain</span> <span class="op">+</span></span></span>
|
||||
<span class="r-in"><span> <span class="va">mic_sir_plot</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="fl">0.005</span>, <span class="fl">32</span><span class="op">)</span>, name <span class="op">=</span> <span class="st">"Our MICs!"</span><span class="op">)</span> <span class="op">+</span></span></span>
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<span class="r-in"><span> <span class="fu">scale_colour_sir</span><span class="op">(</span></span></span>
|
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<span class="r-in"><span> language <span class="op">=</span> <span class="st">"pt"</span>,</span></span>
|
||||
<span class="r-in"><span> name <span class="op">=</span> <span class="st">"Support in 27 languages"</span></span></span>
|
||||
<span class="r-in"><span> language <span class="op">=</span> <span class="st">"pt"</span>, <span class="co"># Portuguese</span></span></span>
|
||||
<span class="r-in"><span> name <span class="op">=</span> <span class="st">"Support in 28 languages"</span></span></span>
|
||||
<span class="r-in"><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-plt img"><img src="plot-13.png" alt="" width="700" height="433"></span>
|
||||
<span class="r-in"><span><span class="co"># }</span></span></span>
|
||||
<span class="r-in"><span></span></span>
|
||||
<span class="r-in"><span><span class="co"># Plotting using base R's plot() ---------------------------------------</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-16.png" alt="" width="700" height="433"></span>
|
||||
<span class="r-plt img"><img src="plot-14.png" alt="" width="700" height="433"></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-17.png" alt="" width="700" height="433"></span>
|
||||
<span class="r-plt img"><img src="plot-15.png" alt="" width="700" height="433"></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_disk_values</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-16.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-19.png" alt="" width="700" height="433"></span>
|
||||
<span class="r-plt img"><img src="plot-17.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-20.png" alt="" width="700" height="433"></span>
|
||||
<span class="r-plt img"><img src="plot-18.png" alt="" width="700" height="433"></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_sir_values</span><span class="op">)</span></span></span>
|
||||
<span class="r-plt img"><img src="plot-21.png" alt="" width="700" height="433"></span>
|
||||
<span class="r-plt img"><img src="plot-19.png" alt="" width="700" height="433"></span>
|
||||
</code></pre></div>
|
||||
</div>
|
||||
</main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
|
||||
|
||||
Reference in New Issue
Block a user