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<h1>Data Set with 2,000 Example Isolates</h1>
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<small class="dont-index">Source: <a href='https://github.com/msberends/AMR/blob/master/R/data.R'><code>R/data.R</code></a></small>
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<div class="hidden name"><code>example_isolates.Rd</code></div>
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<div class="ref-description">
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<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 data analysis. For examples, please read <a href='https://msberends.github.io/AMR/articles/AMR.html'>the tutorial on our website</a>.</p>
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<pre class="usage"><span class='va'>example_isolates</span></pre>
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<h2 class="hasAnchor" id="format"><a class="anchor" href="#format"></a>Format</h2>
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<p>A <a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a> with 2,000 observations and 49 variables:</p><ul>
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<li><p><code>date</code><br /> date of receipt at the laboratory</p></li>
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<li><p><code>hospital_id</code><br /> ID of the hospital, from A to D</p></li>
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<li><p><code>ward_icu</code><br /> <a href='https://rdrr.io/r/base/logical.html'>logical</a> to determine if ward is an intensive care unit</p></li>
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<li><p><code>ward_clinical</code><br /> <a href='https://rdrr.io/r/base/logical.html'>logical</a> to determine if ward is a regular clinical ward</p></li>
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<li><p><code>ward_outpatient</code><br /> <a href='https://rdrr.io/r/base/logical.html'>logical</a> to determine if ward is an outpatient clinic</p></li>
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<li><p><code>age</code><br /> age of the patient</p></li>
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<li><p><code>gender</code><br /> gender of the patient</p></li>
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<li><p><code>patient_id</code><br /> ID of the patient</p></li>
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<li><p><code>mo</code><br /> ID of microorganism created with <code><a href='as.mo.html'>as.mo()</a></code>, see also <a href='microorganisms.html'>microorganisms</a></p></li>
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<li><p><code>PEN:RIF</code><br /> 40 different antibiotics with class <code><a href='as.rsi.html'>rsi</a></code> (see <code><a href='as.rsi.html'>as.rsi()</a></code>); these column names occur in the <a href='antibiotics.html'>antibiotics</a> data set and can be translated with <code><a href='ab_property.html'>ab_name()</a></code></p></li>
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</ul>
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<h2 class="hasAnchor" id="reference-data-publicly-available"><a class="anchor" href="#reference-data-publicly-available"></a>Reference Data Publicly Available</h2>
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<p>All reference data sets (about microorganisms, antibiotics, R/SI interpretation, EUCAST rules, etc.) in this <code>AMR</code> package are publicly and freely available. We continually export our data sets to formats for use in R, SPSS, SAS, Stata and Excel. We also supply flat files that are machine-readable and suitable for input in any software program, such as laboratory information systems. Please find <a href='https://msberends.github.io/AMR/articles/datasets.html'>all download links on our website</a>, which is automatically updated with every code change.</p>
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<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>
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<p>On our website <a href='https://msberends.github.io/AMR/'>https://msberends.github.io/AMR/</a> you can find <a href='https://msberends.github.io/AMR/articles/AMR.html'>a comprehensive tutorial</a> about how to conduct AMR data analysis, the <a href='https://msberends.github.io/AMR/reference/'>complete documentation of all functions</a> and <a href='https://msberends.github.io/AMR/articles/WHONET.html'>an example analysis using WHONET data</a>. As we would like to better understand the backgrounds and needs of our users, please <a href='https://msberends.github.io/AMR/survey.html'>participate in our survey</a>!</p>
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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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