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(v1.6.0.9000) custom EUCAST rules

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<h1>Create Custom EUCAST Rules</h1>
<small class="dont-index">Source: <a href='https://github.com/msberends/AMR/blob/master/R/custom_eucast_rules.R'><code>R/custom_eucast_rules.R</code></a></small>
<div class="hidden name"><code>custom_eucast_rules.Rd</code></div>
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<div class="ref-description">
<p>Create Custom EUCAST Rules</p>
</div>
<pre class="usage"><span class='fu'>custom_eucast_rules</span><span class='op'>(</span><span class='va'>...</span><span class='op'>)</span></pre>
<h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
<table class="ref-arguments">
<colgroup><col class="name" /><col class="desc" /></colgroup>
<tr>
<th>...</th>
<td><p>rules in formula notation, see <em>Examples</em></p></td>
</tr>
</table>
<h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
<p>This documentation page will be updated shortly. <strong>This function is experimental.</strong></p>
<h2 class="hasAnchor" id="how-it-works"><a class="anchor" href="#how-it-works"></a>How it works</h2>
<p>..</p>
<p>It is also possible to define antibiotic groups instead of single antibiotics. The following groups are allowed (case-insensitive): <code>aminoglycosides</code>, <code>aminopenicillins</code>, <code>betalactams</code>, <code>carbapenems</code>, <code>cephalosporins</code>, <code>cephalosporins_1st</code>, <code>cephalosporins_2nd</code>, <code>cephalosporins_3rd</code>, <code>cephalosporins_except_caz</code>, <code>fluoroquinolones</code>, <code>glycopeptides</code>, <code>glycopeptides_except_lipo</code>, <code>lincosamides</code>, <code>lipoglycopeptides</code>, <code>macrolides</code>, <code>oxazolidinones</code>, <code>penicillins</code>, <code>polymyxins</code>, <code>streptogramins</code>, <code>tetracyclines</code>, <code>tetracyclines_except_tgc</code> and <code>ureidopenicillins</code>.</p>
<h2 class="hasAnchor" id="experimental-lifecycle"><a class="anchor" href="#experimental-lifecycle"></a>Experimental Lifecycle</h2>
<p><img src='figures/lifecycle_experimental.svg' style=margin-bottom:5px /> <br />
The <a href='lifecycle.html'>lifecycle</a> of this function is <strong>experimental</strong>. An experimental function is in early stages of development. The unlying code might be changing frequently. Experimental functions might be removed without deprecation, so you are generally best off waiting until a function is more mature before you use it in production code. Experimental functions are only available in development versions of this <code>AMR</code> package and will thus not be included in releases that are submitted to CRAN, since such functions have not yet matured enough.</p>
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
<pre class="examples"><span class='va'>x</span> <span class='op'>&lt;-</span> <span class='fu'>custom_eucast_rules</span><span class='op'>(</span><span class='va'>AMC</span> <span class='op'>==</span> <span class='st'>"R"</span> <span class='op'>&amp;</span> <span class='va'>genus</span> <span class='op'>==</span> <span class='st'>"Klebsiella"</span> <span class='op'>~</span> <span class='va'>aminopenicillins</span> <span class='op'>==</span> <span class='st'>"R"</span>,
<span class='va'>AMC</span> <span class='op'>==</span> <span class='st'>"I"</span> <span class='op'>&amp;</span> <span class='va'>genus</span> <span class='op'>==</span> <span class='st'>"Klebsiella"</span> <span class='op'>~</span> <span class='va'>aminopenicillins</span> <span class='op'>==</span> <span class='st'>"I"</span><span class='op'>)</span>
<span class='fu'><a href='eucast_rules.html'>eucast_rules</a></span><span class='op'>(</span><span class='va'>example_isolates</span>,
rules <span class='op'>=</span> <span class='st'>"custom"</span>,
custom_rules <span class='op'>=</span> <span class='va'>x</span>,
info <span class='op'>=</span> <span class='cn'>FALSE</span><span class='op'>)</span>
<span class='co'># combine rule sets</span>
<span class='va'>x2</span> <span class='op'>&lt;-</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='va'>x</span>,
<span class='fu'>custom_eucast_rules</span><span class='op'>(</span><span class='va'>TZP</span> <span class='op'>==</span> <span class='st'>"R"</span> <span class='op'>~</span> <span class='va'>carbapenems</span> <span class='op'>==</span> <span class='st'>"R"</span><span class='op'>)</span><span class='op'>)</span>
<span class='va'>x2</span>
</pre>
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<p>Developed by <a href='https://www.rug.nl/staff/m.s.berends/'>Matthijs S. Berends</a>, <a href='https://www.rug.nl/staff/c.f.luz/'>Christian F. Luz</a>, <a href='https://www.rug.nl/staff/a.w.friedrich/'>Alexander W. Friedrich</a>, <a href='https://www.rug.nl/staff/b.sinha/'>Bhanu N. M. Sinha</a>, <a href='https://www.rug.nl/staff/c.j.albers/'>Casper J. Albers</a>, <a href='https://www.rug.nl/staff/c.glasner/'>Corinna Glasner</a>.</p>
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docs/reference/eucast_rules.html
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@ -83,7 +83,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0.9000</span>
</span>
</div>
@ -254,6 +254,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
version_expertrules <span class='op'>=</span> <span class='fl'>3.2</span>,
ampc_cephalosporin_resistance <span class='op'>=</span> <span class='cn'>NA</span>,
only_rsi_columns <span class='op'>=</span> <span class='cn'>FALSE</span>,
custom_rules <span class='op'>=</span> <span class='cn'>NULL</span>,
<span class='va'>...</span>
<span class='op'>)</span>
@ -276,7 +277,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
</tr>
<tr>
<th>rules</th>
<td><p>a character vector that specifies which rules should be applied. Must be one or more of <code>"breakpoints"</code>, <code>"expert"</code>, <code>"other"</code>, <code>"all"</code>, and defaults to <code><a href='https://rdrr.io/r/base/c.html'>c("breakpoints", "expert")</a></code>. The default value can be set to another value, e.g. using <code><a href='https://rdrr.io/r/base/options.html'>options(AMR_eucastrules = "all")</a></code>.</p></td>
<td><p>a character vector that specifies which rules should be applied. Must be one or more of <code>"breakpoints"</code>, <code>"expert"</code>, <code>"other"</code>, <code>"custom"</code>, <code>"all"</code>, and defaults to <code><a href='https://rdrr.io/r/base/c.html'>c("breakpoints", "expert")</a></code>. The default value can be set to another value, e.g. using <code><a href='https://rdrr.io/r/base/options.html'>options(AMR_eucastrules = "all")</a></code>. If using <code>"custom"</code>, be sure to fill in argument <code>custom_rules</code> too. Custom rules can be created with <code><a href='custom_eucast_rules.html'>custom_eucast_rules()</a></code>.</p></td>
</tr>
<tr>
<th>verbose</th>
@ -298,6 +299,10 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
<th>only_rsi_columns</th>
<td><p>a logical to indicate whether only antibiotic columns must be detected that were transformed to class <code>&lt;rsi&gt;</code> (see <code><a href='as.rsi.html'>as.rsi()</a></code>) on beforehand (defaults to <code>FALSE</code>)</p></td>
</tr>
<tr>
<th>custom_rules</th>
<td><p>custom rules to apply, created with <code><a href='custom_eucast_rules.html'>custom_eucast_rules()</a></code></p></td>
</tr>
<tr>
<th>...</th>
<td><p>column name of an antibiotic, see section <em>Antibiotics</em> below</p></td>
@ -332,7 +337,17 @@ Leclercq et al. <strong>EUCAST expert rules in antimicrobial susceptibility test
<p><strong>Note:</strong> This function does not translate MIC values to RSI values. Use <code><a href='as.rsi.html'>as.rsi()</a></code> for that. <br />
<strong>Note:</strong> When ampicillin (AMP, J01CA01) is not available but amoxicillin (AMX, J01CA04) is, the latter will be used for all rules where there is a dependency on ampicillin. These drugs are interchangeable when it comes to expression of antimicrobial resistance.</p>
<p>The file containing all EUCAST rules is located here: <a href='https://github.com/msberends/AMR/blob/master/data-raw/eucast_rules.tsv'>https://github.com/msberends/AMR/blob/master/data-raw/eucast_rules.tsv</a>.</p><h3 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>'Other' Rules</h3>
<p>The file containing all EUCAST rules is located here: <a href='https://github.com/msberends/AMR/blob/master/data-raw/eucast_rules.tsv'>https://github.com/msberends/AMR/blob/master/data-raw/eucast_rules.tsv</a>.</p><h3 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>Custom Rules</h3>
<p>Custom rules can be created using <code><a href='custom_eucast_rules.html'>custom_eucast_rules()</a></code>, e.g.:</p><pre><span class='va'>x</span> <span class='op'>&lt;-</span> <span class='fu'><a href='custom_eucast_rules.html'>custom_eucast_rules</a></span><span class='op'>(</span><span class='va'>AMC</span> <span class='op'>==</span> <span class='st'>"R"</span> <span class='op'>&amp;</span> <span class='va'>genus</span> <span class='op'>==</span> <span class='st'>"Klebsiella"</span> <span class='op'>~</span> <span class='va'>aminopenicillins</span> <span class='op'>==</span> <span class='st'>"R"</span>,
<span class='va'>AMC</span> <span class='op'>==</span> <span class='st'>"I"</span> <span class='op'>&amp;</span> <span class='va'>genus</span> <span class='op'>==</span> <span class='st'>"Klebsiella"</span> <span class='op'>~</span> <span class='va'>aminopenicillins</span> <span class='op'>==</span> <span class='st'>"I"</span><span class='op'>)</span>
<span class='fu'>eucast_rules</span><span class='op'>(</span><span class='va'>example_isolates</span>, rules <span class='op'>=</span> <span class='st'>"custom"</span>, custom_rules <span class='op'>=</span> <span class='va'>x</span><span class='op'>)</span>
</pre>
<h3 class='hasAnchor' id='arguments'><a class='anchor' href='#arguments'></a>'Other' Rules</h3>
<p>Before further processing, two non-EUCAST rules about drug combinations can be applied to improve the efficacy of the EUCAST rules, and the reliability of your data (analysis). These rules are:</p><ol>

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@ -82,7 +82,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0.9000</span>
</span>
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@ -81,7 +81,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0.9000</span>
</span>
</div>
@ -450,6 +450,12 @@
<p><code><a href="eucast_rules.html">eucast_rules()</a></code> <code><a href="eucast_rules.html">eucast_dosage()</a></code> </p>
</td>
<td><p>Apply EUCAST Rules</p></td>
</tr><tr>
<td>
<p><code><a href="custom_eucast_rules.html">custom_eucast_rules()</a></code> </p>
</td>
<td><p>Create Custom EUCAST Rules</p></td>
</tr>
</tbody><tbody>
<tr>
@ -595,7 +601,7 @@
<td>
<p><code><a href="like.html">like()</a></code> <code><a href="like.html">`%like%`</a></code> <code><a href="like.html">`%like_case%`</a></code> </p>
</td>
<td><p>Pattern Matching with Keyboard Shortcut</p></td>
<td><p>Vectorised Pattern Matching with Keyboard Shortcut</p></td>
</tr><tr>
<td>

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@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Pattern Matching with Keyboard Shortcut — like • AMR (for R)</title>
<title>Vectorised Pattern Matching with Keyboard Shortcut — like • AMR (for R)</title>
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@ -48,7 +48,7 @@
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<meta property="og:title" content="Pattern Matching with Keyboard Shortcut — like" />
<meta property="og:title" content="Vectorised Pattern Matching with Keyboard Shortcut — like" />
<meta property="og:description" content="Convenient wrapper around grepl() to match a pattern: x %like% pattern. It always returns a logical vector and is always case-insensitive (use x %like_case% pattern for case-sensitive matching). Also, pattern can be as long as x to compare items of each index in both vectors, or they both can have the same length to iterate over all cases." />
<meta property="og:image" content="https://msberends.github.io/AMR/logo.png" />
@ -82,7 +82,7 @@
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<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.5.0.9027</span>
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@ -233,7 +233,7 @@
<div class="row">
<div class="col-md-9 contents">
<div class="page-header">
<h1>Pattern Matching with Keyboard Shortcut</h1>
<h1>Vectorised Pattern Matching with Keyboard Shortcut</h1>
<small class="dont-index">Source: <a href='https://github.com/msberends/AMR/blob/master/R/like.R'><code>R/like.R</code></a></small>
<div class="hidden name"><code>like.Rd</code></div>
</div>
@ -267,17 +267,17 @@
<h2 class="hasAnchor" id="source"><a class="anchor" href="#source"></a>Source</h2>
<p>Idea from the <a href='https://github.com/Rdatatable/data.table/blob/master/R/like.R'><code>like</code> function from the <code>data.table</code> package</a></p>
<p>Idea from the <a href='https://github.com/Rdatatable/data.table/blob/ec1259af1bf13fc0c96a1d3f9e84d55d8106a9a4/R/like.R'><code>like</code> function from the <code>data.table</code> package</a></p>
<h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
<p>A <code><a href='https://rdrr.io/r/base/logical.html'>logical</a></code> vector</p>
<p>A <a href='https://rdrr.io/r/base/logical.html'>logical</a> vector</p>
<h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
<p>The <code>%like%</code> function:</p><ul>
<li><p>Is case-insensitive (use <code>%like_case%</code> for case-sensitive matching)</p></li>
<li><p>Supports multiple patterns</p></li>
<li><p>Checks if <code>pattern</code> is a regular expression and sets <code>fixed = TRUE</code> if not, to greatly improve speed</p></li>
<li><p>Always uses compatibility with Perl</p></li>
<li><p>Always uses compatibility with Perl unless <code>fixed = TRUE</code>, to greatly improve speed</p></li>
</ul>
<p>Using RStudio? The text <code>%like%</code> can also be directly inserted in your code from the Addins menu and can have its own Keyboard Shortcut like <code>Ctrl+Shift+L</code> or <code>Cmd+Shift+L</code> (see <code>Tools</code> &gt; <code>Modify Keyboard Shortcuts...</code>).</p>
@ -320,7 +320,7 @@ The <a href='lifecycle.html'>lifecycle</a> of this function is <strong>stable</s
<span class='co'># \donttest{</span>
<span class='kw'>if</span> <span class='op'>(</span><span class='kw'><a href='https://rdrr.io/r/base/library.html'>require</a></span><span class='op'>(</span><span class='st'><a href='https://dplyr.tidyverse.org'>"dplyr"</a></span><span class='op'>)</span><span class='op'>)</span> <span class='op'>{</span>
<span class='va'>example_isolates</span> <span class='op'>%&gt;%</span>
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/filter.html'>filter</a></span><span class='op'>(</span><span class='fu'><a href='mo_property.html'>mo_name</a></span><span class='op'>(</span><span class='va'>mo</span><span class='op'>)</span> <span class='op'>%like%</span> <span class='st'>"^ent"</span><span class='op'>)</span>
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/filter.html'>filter</a></span><span class='op'>(</span><span class='fu'><a href='mo_property.html'>mo_name</a></span><span class='op'>(</span><span class='op'>)</span> <span class='op'>%like%</span> <span class='st'>"^ent"</span><span class='op'>)</span>
<span class='op'>}</span>
<span class='co'># }</span>
</pre>

17
docs/reference/mdro.html
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@ -82,7 +82,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0.9000</span>
</span>
</div>
@ -374,10 +374,19 @@ Ordered <a href='https://rdrr.io/r/base/factor.html'>factor</a> with levels <cod
<span class='co'>#&gt; Unmatched rows will return NA.</span>
</pre>
<p>The outcome of the function can be used for the <code>guideline</code> argument in the <code>mdro()</code> function:</p><pre><span class='va'>x</span> <span class='op'>&lt;-</span> <span class='fu'>mdro</span><span class='op'>(</span><span class='va'>example_isolates</span>, guideline <span class='op'>=</span> <span class='va'>custom</span><span class='op'>)</span>
<p>The outcome of the function can be used for the <code>guideline</code> argument in the <code>mdro()</code> function:</p><pre><span class='va'>x</span> <span class='op'>&lt;-</span> <span class='fu'>mdro</span><span class='op'>(</span><span class='va'>example_isolates</span>,
guideline <span class='op'>=</span> <span class='va'>custom</span><span class='op'>)</span>
<span class='fu'><a href='https://rdrr.io/r/base/table.html'>table</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span>
<span class='co'>#&gt; Elderly Type A Elderly Type B Negative </span>
<span class='co'>#&gt; 43 891 1066 </span>
<span class='co'>#&gt; Negative Elderly Type A Elderly Type B</span>
<span class='co'>#&gt; 1070 198 732</span>
</pre>
<p>Rules can also be combined with other custom rules by using <code><a href='https://rdrr.io/r/base/c.html'>c()</a></code>:</p><pre><span class='va'>x</span> <span class='op'>&lt;-</span> <span class='fu'>mdro</span><span class='op'>(</span><span class='va'>example_isolates</span>,
guideline <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='va'>custom</span>,
<span class='fu'>custom_mdro_guideline</span><span class='op'>(</span><span class='va'>ERY</span> <span class='op'>==</span> <span class='st'>"R"</span> <span class='op'>&amp;</span> <span class='va'>age</span> <span class='op'>&gt;</span> <span class='fl'>50</span> <span class='op'>~</span> <span class='st'>"Elderly Type C"</span><span class='op'>)</span><span class='op'>)</span><span class='op'>)</span>
<span class='fu'><a href='https://rdrr.io/r/base/table.html'>table</a></span><span class='op'>(</span><span class='va'>x</span><span class='op'>)</span>
<span class='co'>#&gt; Negative Elderly Type A Elderly Type B Elderly Type C </span>
<span class='co'>#&gt; 961 198 732 109</span>
</pre>
<p>The rules set (the <code>custom</code> object in this case) could be exported to a shared file location using <code><a href='https://rdrr.io/r/base/readRDS.html'>saveRDS()</a></code> if you collaborate with multiple users. The custom rules set could then be imported using <code><a href='https://rdrr.io/r/base/readRDS.html'>readRDS()</a></code>.</p>

5
docs/reference/plot.html
View File

@ -82,7 +82,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.5.0.9031</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.6.0.9000</span>
</span>
</div>
@ -321,6 +321,7 @@
xlab <span class='op'>=</span> <span class='st'>"Antimicrobial Interpretation"</span>,
ylab <span class='op'>=</span> <span class='st'>"Frequency"</span>,
colours_RSI <span class='op'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='st'>"#ED553B"</span>, <span class='st'>"#3CAEA3"</span>, <span class='st'>"#F6D55C"</span><span class='op'>)</span>,
language <span class='op'>=</span> <span class='fu'><a href='translate.html'>get_locale</a></span><span class='op'>(</span><span class='op'>)</span>,
<span class='va'>...</span>
<span class='op'>)</span></pre>
@ -407,7 +408,7 @@ The <a href='lifecycle.html'>lifecycle</a> of this function is <strong>stable</s
<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 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 class='kw'>if</span> <span class='op'>(</span><span class='kw'><a href='https://rdrr.io/r/base/library.html'>require</a></span><span class='op'>(</span><span class='st'><a href='http://ggplot2.tidyverse.org'>"ggplot2"</a></span><span class='op'>)</span><span class='op'>)</span> <span class='op'>{</span>
<span class='kw'>if</span> <span class='op'>(</span><span class='kw'><a href='https://rdrr.io/r/base/library.html'>require</a></span><span class='op'>(</span><span class='st'><a href='https://ggplot2.tidyverse.org'>"ggplot2"</a></span><span class='op'>)</span><span class='op'>)</span> <span class='op'>{</span>
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</a></span><span class='op'>(</span><span class='va'>some_mic_values</span><span class='op'>)</span>
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</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 class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</a></span><span class='op'>(</span><span class='va'>some_rsi_values</span><span class='op'>)</span>