mirror of
https://github.com/msberends/AMR.git
synced 2024-12-27 08:06:13 +01:00
482 lines
26 KiB
HTML
482 lines
26 KiB
HTML
<!-- Generated by pkgdown: do not edit by hand -->
|
|
<!DOCTYPE html>
|
|
<html lang="en">
|
|
<head>
|
|
<meta charset="utf-8">
|
|
<meta http-equiv="X-UA-Compatible" content="IE=edge">
|
|
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
|
|
|
<title>Count isolates — count • AMR (for R)</title>
|
|
|
|
<!-- favicons -->
|
|
<link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png">
|
|
<link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png">
|
|
<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png" />
|
|
<link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png" />
|
|
<link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png" />
|
|
<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
|
|
<!-- jquery -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js" integrity="sha256-FgpCb/KJQlLNfOu91ta32o/NMZxltwRo8QtmkMRdAu8=" crossorigin="anonymous"></script>
|
|
<!-- Bootstrap -->
|
|
<link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.3.7/flatly/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous" />
|
|
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha256-U5ZEeKfGNOja007MMD3YBI0A3OSZOQbeG6z2f2Y0hu8=" crossorigin="anonymous"></script>
|
|
|
|
<!-- Font Awesome icons -->
|
|
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css" integrity="sha256-eZrrJcwDc/3uDhsdt61sL2oOBY362qM3lon1gyExkL0=" crossorigin="anonymous" />
|
|
|
|
<!-- clipboard.js -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.4/clipboard.min.js" integrity="sha256-FiZwavyI2V6+EXO1U+xzLG3IKldpiTFf3153ea9zikQ=" crossorigin="anonymous"></script>
|
|
|
|
<!-- sticky kit -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/sticky-kit/1.1.3/sticky-kit.min.js" integrity="sha256-c4Rlo1ZozqTPE2RLuvbusY3+SU1pQaJC0TjuhygMipw=" crossorigin="anonymous"></script>
|
|
|
|
<!-- pkgdown -->
|
|
<link href="../pkgdown.css" rel="stylesheet">
|
|
<script src="../pkgdown.js"></script>
|
|
|
|
|
|
<!-- docsearch -->
|
|
<script src="../docsearch.js"></script>
|
|
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/docsearch.js/2.6.1/docsearch.min.css" integrity="sha256-QOSRU/ra9ActyXkIBbiIB144aDBdtvXBcNc3OTNuX/Q=" crossorigin="anonymous" />
|
|
<link href="../docsearch.css" rel="stylesheet">
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/jquery.mark.min.js" integrity="sha256-4HLtjeVgH0eIB3aZ9mLYF6E8oU5chNdjU6p6rrXpl9U=" crossorigin="anonymous"></script>
|
|
|
|
|
|
<link href="../extra.css" rel="stylesheet">
|
|
<script src="../extra.js"></script>
|
|
<meta property="og:title" content="Count isolates — count" />
|
|
|
|
<meta property="og:description" content="These functions can be used to count resistant/susceptible microbial isolates. All functions support quasiquotation with pipes, can be used in dplyrs summarise and support grouped variables, see Examples.
|
|
count_R and count_IR can be used to count resistant isolates, count_S and count_SI can be used to count susceptible isolates." />
|
|
|
|
<meta property="og:image" content="https://msberends.gitlab.io/AMR/logo.png" />
|
|
<meta name="twitter:card" content="summary" />
|
|
|
|
|
|
|
|
<!-- mathjax -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script>
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script>
|
|
|
|
<!--[if lt IE 9]>
|
|
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
|
|
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
|
|
<![endif]-->
|
|
|
|
|
|
</head>
|
|
|
|
<body>
|
|
<div class="container template-reference-topic">
|
|
<header>
|
|
<div class="navbar navbar-default navbar-fixed-top" role="navigation">
|
|
<div class="container">
|
|
<div class="navbar-header">
|
|
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
|
|
<span class="sr-only">Toggle navigation</span>
|
|
<span class="icon-bar"></span>
|
|
<span class="icon-bar"></span>
|
|
<span class="icon-bar"></span>
|
|
</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">0.7.1.9015</span>
|
|
</span>
|
|
</div>
|
|
|
|
<div id="navbar" class="navbar-collapse collapse">
|
|
<ul class="nav navbar-nav">
|
|
<li>
|
|
<a href="../index.html">
|
|
<span class="fa fa-home"></span>
|
|
|
|
Home
|
|
</a>
|
|
</li>
|
|
<li class="dropdown">
|
|
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
|
|
<span class="fa fa-question-circle"></span>
|
|
|
|
How to
|
|
|
|
<span class="caret"></span>
|
|
</a>
|
|
<ul class="dropdown-menu" role="menu">
|
|
<li>
|
|
<a href="../articles/AMR.html">
|
|
<span class="fa fa-directions"></span>
|
|
|
|
Conduct AMR analysis
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/resistance_predict.html">
|
|
<span class="fa fa-dice"></span>
|
|
|
|
Predict antimicrobial resistance
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/MDR.html">
|
|
<span class="fa fa-skull-crossbones"></span>
|
|
|
|
Determine multi-drug resistance (MDR)
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/WHONET.html">
|
|
<span class="fa fa-globe-americas"></span>
|
|
|
|
Work with WHONET data
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/SPSS.html">
|
|
<span class="fa fa-file-upload"></span>
|
|
|
|
Import data from SPSS/SAS/Stata
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/EUCAST.html">
|
|
<span class="fa fa-exchange-alt"></span>
|
|
|
|
Apply EUCAST rules
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/mo_property.html">
|
|
<span class="fa fa-bug"></span>
|
|
|
|
Get properties of a microorganism
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/ab_property.html">
|
|
<span class="fa fa-capsules"></span>
|
|
|
|
Get properties of an antibiotic
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/benchmarks.html">
|
|
<span class="fa fa-shipping-fast"></span>
|
|
|
|
Other: benchmarks
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/">
|
|
<span class="fa fa-book-open"></span>
|
|
|
|
Manual
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../authors.html">
|
|
<span class="fa fa-users"></span>
|
|
|
|
Authors
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../news/">
|
|
<span class="far fa far fa-newspaper"></span>
|
|
|
|
Changelog
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
|
|
<ul class="nav navbar-nav navbar-right">
|
|
<li>
|
|
<a href="https://gitlab.com/msberends/AMR">
|
|
<span class="fab fa fab fa-gitlab"></span>
|
|
|
|
Source Code
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../LICENSE-text.html">
|
|
<span class="fa fa-book"></span>
|
|
|
|
Licence
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
|
|
<form class="navbar-form navbar-right" role="search">
|
|
<div class="form-group">
|
|
<input type="search" class="form-control" name="search-input" id="search-input" placeholder="Search..." aria-label="Search for..." autocomplete="off">
|
|
</div>
|
|
</form>
|
|
|
|
</div><!--/.nav-collapse -->
|
|
</div><!--/.container -->
|
|
</div><!--/.navbar -->
|
|
|
|
|
|
</header>
|
|
|
|
<div class="row">
|
|
<div class="col-md-9 contents">
|
|
<div class="page-header">
|
|
<h1>Count isolates</h1>
|
|
|
|
<div class="hidden name"><code>count.Rd</code></div>
|
|
</div>
|
|
|
|
<div class="ref-description">
|
|
|
|
<p>These functions can be used to count resistant/susceptible microbial isolates. All functions support quasiquotation with pipes, can be used in <code>dplyr</code>s <code><a href='https://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></code> and support grouped variables, see <em>Examples</em>.</p>
|
|
<p><code>count_R</code> and <code>count_IR</code> can be used to count resistant isolates, <code>count_S</code> and <code>count_SI</code> can be used to count susceptible isolates.<br /></p>
|
|
|
|
</div>
|
|
|
|
<pre class="usage"><span class='fu'>count_R</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>count_IR</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>count_I</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>count_SI</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>count_S</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>count_all</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>n_rsi</span>(<span class='no'>...</span>, <span class='kw'>only_all_tested</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='fu'>count_df</span>(<span class='no'>data</span>, <span class='kw'>translate_ab</span> <span class='kw'>=</span> <span class='st'>"name"</span>, <span class='kw'>language</span> <span class='kw'>=</span> <span class='fu'><a href='translate.html'>get_locale</a></span>(),
|
|
<span class='kw'>combine_SI</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>combine_IR</span> <span class='kw'>=</span> <span class='fl'>FALSE</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>one or more vectors (or columns) with antibiotic interpretations. They will be transformed internally with <code><a href='as.rsi.html'>as.rsi</a></code> if needed.</p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>only_all_tested</th>
|
|
<td><p>(for combination therapies, i.e. using more than one variable for <code>...</code>) a logical to indicate that isolates must be tested for all antibiotics, see section <em>Combination therapy</em> below</p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>data</th>
|
|
<td><p>a <code>data.frame</code> containing columns with class <code>rsi</code> (see <code><a href='as.rsi.html'>as.rsi</a></code>)</p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>translate_ab</th>
|
|
<td><p>a column name of the <code><a href='antibiotics.html'>antibiotics</a></code> data set to translate the antibiotic abbreviations to, using <code><a href='ab_property.html'>ab_property</a></code></p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>language</th>
|
|
<td><p>language of the returned text, defaults to system language (see <code><a href='translate.html'>get_locale</a></code>) and can also be set with <code><a href='https://www.rdocumentation.org/packages/base/topics/options'>getOption</a>("AMR_locale")</code>. Use <code>language = NULL</code> or <code>language = ""</code> to prevent translation.</p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>combine_SI</th>
|
|
<td><p>a logical to indicate whether all values of S and I must be merged into one, so the output only consists of S+I vs. R (susceptible vs. resistant). This used to be the parameter <code>combine_IR</code>, but this now follows the redefinition by EUCAST about the interpretion of I (increased exposure) in 2019, see section 'Interpretation of S, I and R' below. Default is <code>TRUE</code>.</p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>combine_IR</th>
|
|
<td><p>a logical to indicate whether all values of I and R must be merged into one, so the output only consists of S vs. I+R (susceptible vs. non-susceptible). This is outdated, see parameter <code>combine_SI</code>.</p></td>
|
|
</tr>
|
|
</table>
|
|
|
|
<h2 class="hasAnchor" id="source"><a class="anchor" href="#source"></a>Source</h2>
|
|
|
|
<p>Wickham H. <strong>Tidy Data.</strong> The Journal of Statistical Software, vol. 59, 2014. <a href='http://vita.had.co.nz/papers/tidy-data.html'>http://vita.had.co.nz/papers/tidy-data.html</a></p>
|
|
|
|
<h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
|
|
|
|
<p>Integer</p>
|
|
|
|
<h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
|
|
|
|
<p>These functions are meant to count isolates. Use the <code><a href='portion.html'>portion</a>_*</code> functions to calculate microbial resistance.</p>
|
|
<p>The function <code>n_rsi</code> is an alias of <code>count_all</code>. They can be used to count all available isolates, i.e. where all input antibiotics have an available result (S, I or R). Their use is equal to <code><a href='https://dplyr.tidyverse.org/reference/n_distinct.html'>n_distinct</a></code>. Their function is equal to <code>count_S(...) + count_IR(...)</code>.</p>
|
|
<p>The function <code>count_df</code> takes any variable from <code>data</code> that has an <code>"rsi"</code> class (created with <code><a href='as.rsi.html'>as.rsi</a></code>) and counts the amounts of S, I and R. The resulting <em>tidy data</em> (see Source) <code>data.frame</code> will have three rows (S/I/R) and a column for each variable with class <code>"rsi"</code>.</p>
|
|
<p>The function <code>rsi_df</code> works exactly like <code>count_df</code>, but adds the percentage of S, I and R.</p>
|
|
|
|
<h2 class="hasAnchor" id="interpretation-of-s-i-and-r"><a class="anchor" href="#interpretation-of-s-i-and-r"></a>Interpretation of S, I and R</h2>
|
|
|
|
|
|
<p>In 2019, EUCAST has decided to change the definitions of susceptibility testing categories S, I and R as shown below (<a href='http://www.eucast.org/newsiandr/'>http://www.eucast.org/newsiandr/</a>). Results of several consultations on the new definitions are available on the EUCAST website under "Consultations".</p>
|
|
<ul>
|
|
<li><p><strong>S</strong> - Susceptible, standard dosing regimen: A microorganism is categorised as "Susceptible, standard dosing regimen", when there is a high likelihood of therapeutic success using a standard dosing regimen of the agent.</p></li>
|
|
<li><p><strong>I</strong> - Susceptible, increased exposure: A microorganism is categorised as "Susceptible, Increased exposure" when there is a high likelihood of therapeutic success because exposure to the agent is increased by adjusting the dosing regimen or by its concentration at the site of infection.</p></li>
|
|
<li><p><strong>R</strong> - Resistant: A microorganism is categorised as "Resistant" when there is a high likelihood of therapeutic failure even when there is increased exposure.</p></li>
|
|
</ul>
|
|
<p>Exposure is a function of how the mode of administration, dose, dosing interval, infusion time, as well as distribution and excretion of the antimicrobial agent will influence the infecting organism at the site of infection.</p>
|
|
<p>This AMR package honours this new insight. Use <code><a href='portion.html'>portion_SI</a></code> to determine antimicrobial susceptibility and <code>count_SI</code> to count susceptible isolates.</p>
|
|
|
|
<h2 class="hasAnchor" id="combination-therapy"><a class="anchor" href="#combination-therapy"></a>Combination therapy</h2>
|
|
|
|
|
|
<p>When using more than one variable for <code>...</code> (= combination therapy)), use <code>only_all_tested</code> to only count isolates that are tested for all antibiotics/variables that you test them for. See this example for two antibiotics, Antibiotic A and Antibiotic B, about how <code>portion_SI</code> works to calculate the %SI:</p>
|
|
<pre>
|
|
-------------------------------------------------------------------------
|
|
only_all_tested = FALSE only_all_tested = TRUE
|
|
Antibiotic Antibiotic ----------------------- -----------------------
|
|
A B include as include as include as include as
|
|
numerator denominator numerator denominator
|
|
---------- ---------- ---------- ----------- ---------- -----------
|
|
S S X X X X
|
|
I S X X X X
|
|
R S X X X X
|
|
not tested S X X - -
|
|
S I X X X X
|
|
I I X X X X
|
|
R I X X X X
|
|
not tested I X X - -
|
|
S R X X X X
|
|
I R X X X X
|
|
R R - X - X
|
|
not tested R - - - -
|
|
S not tested X X - -
|
|
I not tested X X - -
|
|
R not tested - - - -
|
|
not tested not tested - - - -
|
|
-------------------------------------------------------------------------
|
|
</pre>
|
|
<p>Please note that, in combination therapies, for <code>only_all_tested = TRUE</code> applies that:</p><pre>
|
|
count_S() + count_I() + count_R() == count_all()
|
|
portion_S() + portion_I() + portion_R() == 1
|
|
</pre><p>and that, in combination therapies, for <code>only_all_tested = FALSE</code> applies that:</p><pre>
|
|
count_S() + count_I() + count_R() >= count_all()
|
|
portion_S() + portion_I() + portion_R() >= 1
|
|
</pre>
|
|
<p>Using <code>only_all_tested</code> has no impact when only using one antibiotic as input.</p>
|
|
|
|
<h2 class="hasAnchor" id="read-more-on-our-website-"><a class="anchor" href="#read-more-on-our-website-"></a>Read more on our website!</h2>
|
|
|
|
|
|
<p>On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitlab.io/AMR</a> you can find <a href='https://msberends.gitlab.io/AMR/articles/AMR.html'>a tutorial</a> about how to conduct AMR analysis, the <a href='https://msberends.gitlab.io/AMR/reference'>complete documentation of all functions</a> (which reads a lot easier than here in R) and <a href='https://msberends.gitlab.io/AMR/articles/WHONET.html'>an example analysis using WHONET data</a>.</p>
|
|
|
|
<h2 class="hasAnchor" id="see-also"><a class="anchor" href="#see-also"></a>See also</h2>
|
|
|
|
<div class='dont-index'><p><code><a href='portion.html'>portion</a>_*</code> to calculate microbial resistance and susceptibility.</p></div>
|
|
|
|
|
|
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
|
|
<pre class="examples"><span class='co'># NOT RUN {</span>
|
|
<span class='co'># septic_patients is a data set available in the AMR package. It is true, genuine data.</span>
|
|
?<span class='no'>septic_patients</span>
|
|
|
|
<span class='co'># Count resistant isolates</span>
|
|
<span class='fu'>count_R</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
<span class='fu'>count_IR</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
|
|
<span class='co'># Or susceptible isolates</span>
|
|
<span class='fu'>count_S</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
<span class='fu'>count_SI</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
|
|
<span class='co'># Count all available isolates</span>
|
|
<span class='fu'>count_all</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
<span class='fu'>n_rsi</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
|
|
<span class='co'># Since n_rsi counts available isolates, you can</span>
|
|
<span class='co'># calculate back to count e.g. non-susceptible isolates.</span>
|
|
<span class='co'># This results in the same:</span>
|
|
<span class='fu'>count_SI</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
<span class='fu'><a href='portion.html'>portion_SI</a></span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>) * <span class='fu'>n_rsi</span>(<span class='no'>septic_patients</span>$<span class='no'>AMX</span>)
|
|
|
|
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/library'>library</a></span>(<span class='no'>dplyr</span>)
|
|
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
|
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
|
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>R</span> <span class='kw'>=</span> <span class='fu'>count_R</span>(<span class='no'>CIP</span>),
|
|
<span class='kw'>I</span> <span class='kw'>=</span> <span class='fu'>count_I</span>(<span class='no'>CIP</span>),
|
|
<span class='kw'>S</span> <span class='kw'>=</span> <span class='fu'>count_S</span>(<span class='no'>CIP</span>),
|
|
<span class='kw'>n1</span> <span class='kw'>=</span> <span class='fu'>count_all</span>(<span class='no'>CIP</span>), <span class='co'># the actual total; sum of all three</span>
|
|
<span class='kw'>n2</span> <span class='kw'>=</span> <span class='fu'>n_rsi</span>(<span class='no'>CIP</span>), <span class='co'># same - analogous to n_distinct</span>
|
|
<span class='kw'>total</span> <span class='kw'>=</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/n.html'>n</a></span>()) <span class='co'># NOT the number of tested isolates!</span>
|
|
|
|
<span class='co'># Count co-resistance between amoxicillin/clav acid and gentamicin,</span>
|
|
<span class='co'># so we can see that combination therapy does a lot more than mono therapy.</span>
|
|
<span class='co'># Please mind that `portion_SI` calculates percentages right away instead.</span>
|
|
<span class='fu'>count_SI</span>(<span class='no'>septic_patients</span>$<span class='no'>AMC</span>) <span class='co'># 1433</span>
|
|
<span class='fu'>count_all</span>(<span class='no'>septic_patients</span>$<span class='no'>AMC</span>) <span class='co'># 1879</span>
|
|
|
|
<span class='fu'>count_SI</span>(<span class='no'>septic_patients</span>$<span class='no'>GEN</span>) <span class='co'># 1399</span>
|
|
<span class='fu'>count_all</span>(<span class='no'>septic_patients</span>$<span class='no'>GEN</span>) <span class='co'># 1855</span>
|
|
|
|
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/with'>with</a></span>(<span class='no'>septic_patients</span>,
|
|
<span class='fu'>count_SI</span>(<span class='no'>AMC</span>, <span class='no'>GEN</span>)) <span class='co'># 1764</span>
|
|
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/with'>with</a></span>(<span class='no'>septic_patients</span>,
|
|
<span class='fu'>n_rsi</span>(<span class='no'>AMC</span>, <span class='no'>GEN</span>)) <span class='co'># 1936</span>
|
|
|
|
<span class='co'># Get portions S/I/R immediately of all rsi columns</span>
|
|
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
|
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>AMX</span>, <span class='no'>CIP</span>) <span class='kw'>%>%</span>
|
|
<span class='fu'>count_df</span>(<span class='kw'>translate</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='co'># It also supports grouping variables</span>
|
|
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
|
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>AMX</span>, <span class='no'>CIP</span>) <span class='kw'>%>%</span>
|
|
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
|
<span class='fu'>count_df</span>(<span class='kw'>translate</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
|
|
|
<span class='co'># }</span></pre>
|
|
</div>
|
|
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
|
|
<h2>Contents</h2>
|
|
<ul class="nav nav-pills nav-stacked">
|
|
<li><a href="#arguments">Arguments</a></li>
|
|
|
|
<li><a href="#source">Source</a></li>
|
|
|
|
<li><a href="#value">Value</a></li>
|
|
|
|
<li><a href="#details">Details</a></li>
|
|
|
|
<li><a href="#interpretation-of-s-i-and-r">Interpretation of S, I and R</a></li>
|
|
|
|
<li><a href="#combination-therapy">Combination therapy</a></li>
|
|
|
|
<li><a href="#read-more-on-our-website-">Read more on our website!</a></li>
|
|
|
|
<li><a href="#see-also">See also</a></li>
|
|
|
|
<li><a href="#examples">Examples</a></li>
|
|
</ul>
|
|
|
|
</div>
|
|
</div>
|
|
|
|
<footer>
|
|
<div class="copyright">
|
|
<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/c.glasner/'>Corinna Glasner</a>, <a href='https://www.rug.nl/staff/a.w.friedrich/'>Alex W. Friedrich</a>, <a href='https://www.rug.nl/staff/b.sinha/'>Bhanu N. M. Sinha</a>.</p>
|
|
</div>
|
|
|
|
<div class="pkgdown">
|
|
<p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.3.0.</p>
|
|
</div>
|
|
</footer>
|
|
</div>
|
|
|
|
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/docsearch.js/2.6.1/docsearch.min.js" integrity="sha256-GKvGqXDznoRYHCwKXGnuchvKSwmx9SRMrZOTh2g4Sb0=" crossorigin="anonymous"></script>
|
|
<script>
|
|
docsearch({
|
|
|
|
|
|
apiKey: 'f737050abfd4d726c63938e18f8c496e',
|
|
indexName: 'amr',
|
|
inputSelector: 'input#search-input.form-control',
|
|
transformData: function(hits) {
|
|
return hits.map(function (hit) {
|
|
hit.url = updateHitURL(hit);
|
|
return hit;
|
|
});
|
|
}
|
|
});
|
|
</script>
|
|
|
|
|
|
</body>
|
|
</html>
|
|
|