<metaproperty="og:title"content="Data set with 2,000 example isolates — example_isolates"/>
<metaproperty="og:description"content="A data set containing 2,000 microbial isolates with their full antibiograms. The data set reflects reality and can be used to practice AMR analysis. For examples, please read the tutorial on our website."/>
<p>A data set containing 2,000 microbial isolates with their full antibiograms. The data set reflects reality and can be used to practice AMR analysis. For examples, please read <ahref='https://msberends.gitlab.io/AMR/articles/AMR.html'>the tutorial on our website</a>.</p>
<p>A <code><ahref='https://rdrr.io/r/base/data.frame.html'>data.frame</a></code> with 2,000 observations and 49 variables:</p><ul>
<li><p><code>date</code><br/> date of receipt at the laboratory</p></li>
<li><p><code>hospital_id</code><br/> ID of the hospital, from A to D</p></li>
<li><p><code>ward_icu</code><br/> logical to determine if ward is an intensive care unit</p></li>
<li><p><code>ward_clinical</code><br/> logical to determine if ward is a regular clinical ward</p></li>
<li><p><code>ward_outpatient</code><br/> logical to determine if ward is an outpatient clinic</p></li>
<li><p><code>age</code><br/> age of the patient</p></li>
<li><p><code>gender</code><br/> gender of the patient</p></li>
<li><p><code>patient_id</code><br/> ID of the patient</p></li>
<li><p><code>mo</code><br/> ID of microorganism created with <code><ahref='as.mo.html'>as.mo()</a></code>, see also <ahref='microorganisms.html'>microorganisms</a></p></li>
<li><p><code>PEN:RIF</code><br/> 40 different antibiotics with class <code><ahref='as.rsi.html'>rsi</a></code> (see <code><ahref='as.rsi.html'>as.rsi()</a></code>); these column names occur in the <ahref='antibiotics.html'>antibiotics</a> data set and can be translated with <code><ahref='ab_property.html'>ab_name()</a></code></p></li>
<p>On our website <ahref='https://msberends.gitlab.io/AMR'>https://msberends.gitlab.io/AMR</a> you can find <ahref='https://msberends.gitlab.io/AMR/articles/AMR.html'>a comprehensive tutorial</a> about how to conduct AMR analysis, the <ahref='https://msberends.gitlab.io/AMR/reference'>complete documentation of all functions</a> (which reads a lot easier than here in R) and <ahref='https://msberends.gitlab.io/AMR/articles/WHONET.html'>an example analysis using WHONET data</a>.</p>
<p>Developed by <ahref='https://www.rug.nl/staff/m.s.berends/'>Matthijs S. Berends</a>, <ahref='https://www.rug.nl/staff/c.f.luz/'>Christian F. Luz</a>, <ahref='https://www.rug.nl/staff/a.w.friedrich/'>Alexander W. Friedrich</a>, <ahref='https://www.rug.nl/staff/b.sinha/'>Bhanu N. M. Sinha</a>, <ahref='https://www.rug.nl/staff/c.j.albers/'>Casper J. Albers</a>, <ahref='https://www.rug.nl/staff/c.glasner/'>Corinna Glasner</a>.</p>