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^doc$
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^docs$
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^git.sh$
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^gitmerge.sh$
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^index\.md$
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@ -18,5 +18,6 @@ vignettes/*.R
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.Rprofile
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^CRAN-RELEASE$
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git.sh
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gitmerge.sh
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packrat/lib*/
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packrat/src/
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cache:
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key: "$CI_COMMIT_REF_SLUG"
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paths:
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- /usr/local/lib/R/
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- /usr/lib/R/
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- /usr/local/lib/R/*
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- /usr/lib/R/*
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R 3:
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stage: build
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@ -55,6 +55,7 @@ R 3:
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- R CMD build . --no-build-vignettes --no-manual
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- PKG_FILE_NAME=$(ls -1t *.tar.gz | head -n 1)
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- R CMD check "${PKG_FILE_NAME}" --no-build-vignettes --no-manual --as-cran
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- Rscript -e 'print(.libPaths())'
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artifacts:
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paths:
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- '*.Rcheck/*'
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# ==================================================================== #
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globalVariables(c(".",
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"atc",
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"certe",
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"official",
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"trade_name",
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"umcg",
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"..property",
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"antibiotic",
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"Antibiotic",
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3
R/itis.R
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R/itis.R
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#' @examples
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#' # Get a note when a species was renamed
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#' mo_shortname("Chlamydia psittaci")
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#' # Note: 'Chlamydia psittaci' (Page, 1968) was renamed 'Chlamydophila psittaci' (Everett et al., 1999)
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#' # Note: 'Chlamydia psittaci' (Page, 1968) was renamed
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#' # 'Chlamydophila psittaci' (Everett et al., 1999)
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#' # [1] "C. psittaci"
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#'
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#' # Get any property from the entire taxonomic tree for all included species
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@ -188,7 +188,7 @@
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<h2 class="hasAnchor">
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<a href="#frequencies-of-one-variable" class="anchor"></a>Frequencies of one variable</h2>
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<p>To only show and quickly review the content of one variable, you can just select this variable in various ways. Let’s say we want to get the frequencies of the <code>gender</code> variable of the <code>septic_patients</code> dataset:</p>
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<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(gender)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(gender)</code></pre></div>
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<p><strong>Frequency table of <code>gender</code></strong></p>
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<table class="table">
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<thead><tr class="header">
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@ -225,21 +225,21 @@
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<a href="#frequencies-of-more-than-one-variable" class="anchor"></a>Frequencies of more than one variable</h2>
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<p>Multiple variables will be pasted into one variable to review individual cases, keeping a univariate frequency table.</p>
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<p>For illustration, we could add some more variables to the <code>septic_patients</code> dataset to learn about bacterial properties:</p>
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<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" data-line-number="1">my_patients <-<span class="st"> </span>septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/join.html">left_join_microorganisms</a></span>()</a>
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<a class="sourceLine" id="cb2-2" data-line-number="2"><span class="co"># Joining, by = "mo"</span></a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">my_patients <-<span class="st"> </span>septic_patients %>%<span class="st"> </span><span class="kw"><a href="../reference/join.html">left_join_microorganisms</a></span>()
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<span class="co"># Joining, by = "mo"</span></code></pre></div>
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<p>Now all variables of the <code>microorganisms</code> dataset have been joined to the <code>septic_patients</code> dataset. The <code>microorganisms</code> dataset consists of the following variables:</p>
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<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" data-line-number="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/colnames">colnames</a></span>(microorganisms)</a>
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<a class="sourceLine" id="cb3-2" data-line-number="2"><span class="co"># [1] "mo" "tsn" "genus" "species" "subspecies"</span></a>
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<a class="sourceLine" id="cb3-3" data-line-number="3"><span class="co"># [6] "fullname" "family" "order" "class" "phylum" </span></a>
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<a class="sourceLine" id="cb3-4" data-line-number="4"><span class="co"># [11] "subkingdom" "kingdom" "gramstain" "prevalence" "ref"</span></a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/colnames">colnames</a></span>(microorganisms)
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<span class="co"># [1] "mo" "tsn" "genus" "species" "subspecies"</span>
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<span class="co"># [6] "fullname" "family" "order" "class" "phylum" </span>
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<span class="co"># [11] "subkingdom" "kingdom" "gramstain" "prevalence" "ref"</span></code></pre></div>
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<p>If we compare the dimensions between the old and new dataset, we can see that these 14 variables were added:</p>
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<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" data-line-number="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/dim">dim</a></span>(septic_patients)</a>
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<a class="sourceLine" id="cb4-2" data-line-number="2"><span class="co"># [1] 2000 49</span></a>
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<a class="sourceLine" id="cb4-3" data-line-number="3"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/dim">dim</a></span>(my_patients)</a>
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<a class="sourceLine" id="cb4-4" data-line-number="4"><span class="co"># [1] 2000 63</span></a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/dim">dim</a></span>(septic_patients)
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<span class="co"># [1] 2000 49</span>
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<span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/dim">dim</a></span>(my_patients)
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<span class="co"># [1] 2000 63</span></code></pre></div>
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<p>So now the <code>genus</code> and <code>species</code> variables are available. A frequency table of these combined variables can be created like this:</p>
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<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb5-1" data-line-number="1">my_patients <span class="op">%>%</span></a>
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<a class="sourceLine" id="cb5-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(genus, species, <span class="dt">nmax =</span> <span class="dv">15</span>)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">my_patients %>%
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<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(genus, species, <span class="dt">nmax =</span> <span class="dv">15</span>)</code></pre></div>
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<p><strong>Frequency table of <code>genus</code> and <code>species</code></strong></p>
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<table class="table">
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<thead><tr class="header">
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@ -380,10 +380,10 @@
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<a href="#frequencies-of-numeric-values" class="anchor"></a>Frequencies of numeric values</h2>
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<p>Frequency tables can be created of any input.</p>
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<p>In case of numeric values (like integers, doubles, etc.) additional descriptive statistics will be calculated and shown into the header:</p>
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<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb6-1" data-line-number="1"><span class="co"># # get age distribution of unique patients</span></a>
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<a class="sourceLine" id="cb6-2" data-line-number="2">septic_patients <span class="op">%>%</span><span class="st"> </span></a>
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<a class="sourceLine" id="cb6-3" data-line-number="3"><span class="st"> </span><span class="kw">distinct</span>(patient_id, <span class="dt">.keep_all =</span> <span class="ot">TRUE</span>) <span class="op">%>%</span><span class="st"> </span></a>
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<a class="sourceLine" id="cb6-4" data-line-number="4"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(age, <span class="dt">nmax =</span> <span class="dv">5</span>, <span class="dt">header =</span> <span class="ot">TRUE</span>)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="co"># # get age distribution of unique patients</span>
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septic_patients %>%<span class="st"> </span>
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<span class="st"> </span><span class="kw">distinct</span>(patient_id, <span class="dt">.keep_all =</span> <span class="ot">TRUE</span>) %>%<span class="st"> </span>
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<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(age, <span class="dt">nmax =</span> <span class="dv">5</span>, <span class="dt">header =</span> <span class="ot">TRUE</span>)</code></pre></div>
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<p><strong>Frequency table of <code>age</code></strong><br>
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Class: numeric<br>
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Length: 981 (of which NA: 0 = 0.00%)<br>
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@ -461,8 +461,8 @@ Outliers: 15 (unique count: 12)</p>
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<a href="#frequencies-of-factors" class="anchor"></a>Frequencies of factors</h2>
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<p>To sort frequencies of factors on factor level instead of item count, use the <code>sort.count</code> parameter.</p>
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<p><code>sort.count</code> is <code>TRUE</code> by default. Compare this default behaviour…</p>
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<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb7-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
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<a class="sourceLine" id="cb7-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
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<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id)</code></pre></div>
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<p><strong>Frequency table of <code>hospital_id</code></strong></p>
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<table class="table">
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<thead><tr class="header">
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@ -509,8 +509,8 @@ Outliers: 15 (unique count: 12)</p>
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</tbody>
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</table>
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<p>… with this, where items are now sorted on count:</p>
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<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb8-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
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<a class="sourceLine" id="cb8-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id, <span class="dt">sort.count =</span> <span class="ot">FALSE</span>)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
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<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id, <span class="dt">sort.count =</span> <span class="ot">FALSE</span>)</code></pre></div>
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<p><strong>Frequency table of <code>hospital_id</code></strong></p>
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<table class="table">
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<thead><tr class="header">
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@ -557,8 +557,8 @@ Outliers: 15 (unique count: 12)</p>
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</tbody>
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</table>
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<p>All classes will be printed into the header (default is <code>FALSE</code> when using markdown like this document). Variables with the new <code>rsi</code> class of this AMR package are actually ordered factors and have three classes (look at <code>Class</code> in the header):</p>
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<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb9-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
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<a class="sourceLine" id="cb9-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(amox, <span class="dt">header =</span> <span class="ot">TRUE</span>)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
|
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<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(amox, <span class="dt">header =</span> <span class="ot">TRUE</span>)</code></pre></div>
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<p><strong>Frequency table of <code>amox</code></strong><br>
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Class: factor > ordered > rsi (numeric)<br>
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Levels: S < I < R<br>
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@ -606,8 +606,8 @@ Unique: 3</p>
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<h2 class="hasAnchor">
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<a href="#frequencies-of-dates" class="anchor"></a>Frequencies of dates</h2>
|
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<p>Frequencies of dates will show the oldest and newest date in the data, and the amount of days between them:</p>
|
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<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb10-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
|
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<a class="sourceLine" id="cb10-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(date, <span class="dt">nmax =</span> <span class="dv">5</span>, <span class="dt">header =</span> <span class="ot">TRUE</span>)</a></code></pre></div>
|
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
|
||||
<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(date, <span class="dt">nmax =</span> <span class="dv">5</span>, <span class="dt">header =</span> <span class="ot">TRUE</span>)</code></pre></div>
|
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<p><strong>Frequency table of <code>date</code></strong><br>
|
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Class: Date (numeric)<br>
|
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Length: 2,000 (of which NA: 0 = 0.00%)<br>
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@ -673,11 +673,11 @@ Median: 31 July 2009 (47.39%)</p>
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<h2 class="hasAnchor">
|
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<a href="#assigning-a-frequency-table-to-an-object" class="anchor"></a>Assigning a frequency table to an object</h2>
|
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<p>A frequency table is actaually a regular <code>data.frame</code>, with the exception that it contains an additional class.</p>
|
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<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb11-1" data-line-number="1">my_df <-<span class="st"> </span>septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(age)</a>
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<a class="sourceLine" id="cb11-2" data-line-number="2"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/class">class</a></span>(my_df)</a></code></pre></div>
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<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">my_df <-<span class="st"> </span>septic_patients %>%<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(age)
|
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<span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/class">class</a></span>(my_df)</code></pre></div>
|
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<p>[1] “frequency_tbl” “data.frame”</p>
|
||||
<p>Because of this additional class, a frequency table prints like the examples above. But the object itself contains the complete table without a row limitation:</p>
|
||||
<div class="sourceCode" id="cb12"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb12-1" data-line-number="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/dim">dim</a></span>(my_df)</a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/dim">dim</a></span>(my_df)</code></pre></div>
|
||||
<p>[1] 74 5</p>
|
||||
</div>
|
||||
<div id="additional-parameters" class="section level2">
|
||||
@ -688,8 +688,8 @@ Median: 31 July 2009 (47.39%)</p>
|
||||
<a href="#parameter-na-rm" class="anchor"></a>Parameter <code>na.rm</code>
|
||||
</h3>
|
||||
<p>With the <code>na.rm</code> parameter (defaults to <code>TRUE</code>, but they will always be shown into the header), you can include <code>NA</code> values in the frequency table:</p>
|
||||
<div class="sourceCode" id="cb13"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb13-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
|
||||
<a class="sourceLine" id="cb13-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(amox, <span class="dt">na.rm =</span> <span class="ot">FALSE</span>)</a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
|
||||
<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(amox, <span class="dt">na.rm =</span> <span class="ot">FALSE</span>)</code></pre></div>
|
||||
<p><strong>Frequency table of <code>amox</code></strong></p>
|
||||
<table class="table">
|
||||
<thead><tr class="header">
|
||||
@ -741,8 +741,8 @@ Median: 31 July 2009 (47.39%)</p>
|
||||
<a href="#parameter-row-names" class="anchor"></a>Parameter <code>row.names</code>
|
||||
</h3>
|
||||
<p>The default frequency tables shows row indices. To remove them, use <code>row.names = FALSE</code>:</p>
|
||||
<div class="sourceCode" id="cb14"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb14-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
|
||||
<a class="sourceLine" id="cb14-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id, <span class="dt">row.names =</span> <span class="ot">FALSE</span>)</a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
|
||||
<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id, <span class="dt">row.names =</span> <span class="ot">FALSE</span>)</code></pre></div>
|
||||
<p><strong>Frequency table of <code>hospital_id</code></strong></p>
|
||||
<table class="table">
|
||||
<thead><tr class="header">
|
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@ -789,8 +789,8 @@ Median: 31 July 2009 (47.39%)</p>
|
||||
<a href="#parameter-markdown" class="anchor"></a>Parameter <code>markdown</code>
|
||||
</h3>
|
||||
<p>The <code>markdown</code> parameter is <code>TRUE</code> at default in non-interactive sessions, like in reports created with R Markdown. This will always print all rows, unless <code>nmax</code> is set.</p>
|
||||
<div class="sourceCode" id="cb15"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb15-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
|
||||
<a class="sourceLine" id="cb15-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id, <span class="dt">markdown =</span> <span class="ot">TRUE</span>)</a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%
|
||||
<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id, <span class="dt">markdown =</span> <span class="ot">TRUE</span>)</code></pre></div>
|
||||
<p><strong>Frequency table of <code>hospital_id</code></strong></p>
|
||||
<table class="table">
|
||||
<thead><tr class="header">
|
||||
|
||||
@ -215,7 +215,7 @@
|
||||
<h3 class="hasAnchor">
|
||||
<a href="#get-this-package" class="anchor"></a>Get this package</h3>
|
||||
<p>This package is available on the official R network. Install this package in R with:</p>
|
||||
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1"><span class="kw"><a href="https://www.rdocumentation.org/packages/utils/topics/install.packages">install.packages</a></span>(<span class="st">"AMR"</span>)</a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw"><a href="https://www.rdocumentation.org/packages/utils/topics/install.packages">install.packages</a></span>(<span class="st">"AMR"</span>)</code></pre></div>
|
||||
<p>It will be downloaded and installed automatically.</p>
|
||||
</div>
|
||||
<div id="get-started" class="section level3">
|
||||
@ -231,17 +231,17 @@
|
||||
<p>All (sub)species from <strong>the taxonomic kingdoms Bacteria, Fungi and Protozoa are included in this package</strong>, as well as all previously accepted names known to ITIS. Furthermore, the responsible authors and year of publication are available. This allows users to use authoritative taxonomic information for their data analysis on any microorganism, not only human pathogens. It also helps to quickly determine the Gram stain of bacteria, since all bacteria are classified into subkingdom Negibacteria or Posibacteria. ITIS is a partnership of U.S., Canadian, and Mexican agencies and taxonomic specialists.</p>
|
||||
<p>The <code>AMR</code> package basically does four important things:</p>
|
||||
<ol>
|
||||
<li>
|
||||
<p>It <strong>cleanses existing data</strong>, by transforming it to reproducible and profound <em>classes</em>, making the most efficient use of R. These functions all use artificial intelligence to guess results that you would expect:</p>
|
||||
<li>It <strong>cleanses existing data</strong>, by transforming it to reproducible and profound <em>classes</em>, making the most efficient use of R. These functions all use artificial intelligence to guess results that you would expect:</li>
|
||||
</ol>
|
||||
<ul>
|
||||
<li>Use <code><a href="reference/as.mo.html">as.mo()</a></code> to get an ID of a microorganism. The IDs are human readable for the trained eye - the ID of <em>Klebsiella pneumoniae</em> is “B_KLBSL_PNE” (B stands for Bacteria) and the ID of <em>S. aureus</em> is “B_STPHY_AUR”. The function takes almost any text as input that looks like the name or code of a microorganism like “E. coli”, “esco” and “esccol”. Even <code><a href="reference/as.mo.html">as.mo("MRSA")</a></code> will return the ID of <em>S. aureus</em>. Moreover, it can group all coagulase negative and positive <em>Staphylococci</em>, and can transform <em>Streptococci</em> into Lancefield groups. To find bacteria based on your input, it uses Artificial Intelligence to look up values in the included ITIS data, consisting of more than 18,000 microorganisms.</li>
|
||||
<li>Use <code><a href="reference/as.rsi.html">as.rsi()</a></code> to transform values to valid antimicrobial results. It produces just S, I or R based on your input and warns about invalid values. Even values like “<=0.002; S” (combined MIC/RSI) will result in “S”.</li>
|
||||
<li>Use <code><a href="reference/as.mic.html">as.mic()</a></code> to cleanse your MIC values. It produces a so-called factor (called <em>ordinal</em> in SPSS) with valid MIC values as levels. A value like “<=0.002; S” (combined MIC/RSI) will result in “<=0.002”.</li>
|
||||
<li>Use <code><a href="reference/as.atc.html">as.atc()</a></code> to get the ATC code of an antibiotic as defined by the WHO. This package contains a database with most LIS codes, official names, DDDs and even trade names of antibiotics. For example, the values “Furabid”, “Furadantin”, “nitro” all return the ATC code of Nitrofurantoine.</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>
|
||||
<p>It <strong>enhances existing data</strong> and <strong>adds new data</strong> from data sets included in this package.</p>
|
||||
<ol>
|
||||
<li>It <strong>enhances existing data</strong> and <strong>adds new data</strong> from data sets included in this package.</li>
|
||||
</ol>
|
||||
<ul>
|
||||
<li>Use <code><a href="reference/eucast_rules.html">eucast_rules()</a></code> to apply <a href="http://www.eucast.org/expert_rules_and_intrinsic_resistance/">EUCAST expert rules to isolates</a>.</li>
|
||||
<li>Use <code><a href="reference/first_isolate.html">first_isolate()</a></code> to identify the first isolates of every patient <a href="https://clsi.org/standards/products/microbiology/documents/m39/">using guidelines from the CLSI</a> (Clinical and Laboratory Standards Institute).
|
||||
@ -253,9 +253,9 @@
|
||||
<li>The data set <code>microorganisms</code> contains the complete taxonomic tree of more than 18,000 microorganisms (bacteria, fungi/yeasts and protozoa). Furthermore, the colloquial name and Gram stain are available, which enables resistance analysis of e.g. different antibiotics per Gram stain. The package also contains functions to look up values in this data set like <code><a href="reference/mo_property.html">mo_genus()</a></code>, <code><a href="reference/mo_property.html">mo_family()</a></code>, <code><a href="reference/mo_property.html">mo_gramstain()</a></code> or even <code><a href="reference/mo_property.html">mo_phylum()</a></code>. As they use <code><a href="reference/as.mo.html">as.mo()</a></code> internally, they also use artificial intelligence. For example, <code><a href="reference/mo_property.html">mo_genus("MRSA")</a></code> and <code><a href="reference/mo_property.html">mo_genus("S. aureus")</a></code> will both return <code>"Staphylococcus"</code>. They also come with support for German, Dutch, Spanish, Italian, French and Portuguese. These functions can be used to add new variables to your data.</li>
|
||||
<li>The data set <code>antibiotics</code> contains the ATC code, LIS codes, official name, trivial name and DDD of both oral and parenteral administration. It also contains a total of 298 trade names. Use functions like <code><a href="reference/ab_property.html">ab_name()</a></code> and <code><a href="reference/ab_property.html">ab_tradenames()</a></code> to look up values. The <code>ab_*</code> functions use <code><a href="reference/as.atc.html">as.atc()</a></code> internally so they support AI to guess your expected result. For example, <code><a href="reference/ab_property.html">ab_name("Fluclox")</a></code>, <code><a href="reference/ab_property.html">ab_name("Floxapen")</a></code> and <code><a href="reference/ab_property.html">ab_name("J01CF05")</a></code> will all return <code>"Flucloxacillin"</code>. These functions can again be used to add new variables to your data.</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>
|
||||
<p>It <strong>analyses the data</strong> with convenient functions that use well-known methods.</p>
|
||||
<ol>
|
||||
<li>It <strong>analyses the data</strong> with convenient functions that use well-known methods.</li>
|
||||
</ol>
|
||||
<ul>
|
||||
<li>Calculate the resistance (and even co-resistance) of microbial isolates with the <code><a href="reference/portion.html">portion_R()</a></code>, <code><a href="reference/portion.html">portion_IR()</a></code>, <code><a href="reference/portion.html">portion_I()</a></code>, <code><a href="reference/portion.html">portion_SI()</a></code> and <code><a href="reference/portion.html">portion_S()</a></code> functions. Similarly, the <em>number</em> of isolates can be determined with the <code><a href="reference/count.html">count_R()</a></code>, <code><a href="reference/count.html">count_IR()</a></code>, <code><a href="reference/count.html">count_I()</a></code>, <code><a href="reference/count.html">count_SI()</a></code> and <code><a href="reference/count.html">count_S()</a></code> functions. All these functions can be used <a href="https://dplyr.tidyverse.org/#usage">with the <code>dplyr</code> package</a> (e.g. in conjunction with <a href="https://dplyr.tidyverse.org/reference/summarise.html"><code>summarise</code></a>)</li>
|
||||
<li>Plot AMR results with <code><a href="reference/ggplot_rsi.html">geom_rsi()</a></code>, a function made for the <code>ggplot2</code> package</li>
|
||||
@ -263,9 +263,9 @@
|
||||
<li>Conduct descriptive statistics to enhance base R: calculate <code><a href="reference/kurtosis.html">kurtosis()</a></code>, <code><a href="reference/skewness.html">skewness()</a></code> and create frequency tables with <code><a href="reference/freq.html">freq()</a></code>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>
|
||||
<p>It <strong>teaches the user</strong> how to use all the above actions.</p>
|
||||
<ol>
|
||||
<li>It <strong>teaches the user</strong> how to use all the above actions.</li>
|
||||
</ol>
|
||||
<ul>
|
||||
<li>The package contains extensive help pages with many examples.</li>
|
||||
<li>It also contains an example data set called <code>septic_patients</code>. This data set contains:
|
||||
@ -276,8 +276,6 @@
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ol>
|
||||
<hr>
|
||||
<p><a href="https://www.rug.nl"><img src="./logo_rug.png" height="60px"></a> <a href="https://www.umcg.nl"><img src="./logo_umcg.png" height="60px"></a> <a href="https://www.certe.nl"><img src="./logo_certe.png" height="60px"></a> <a href="http://www.eurhealth-1health.eu"><img src="./logo_eh1h.png" height="60px"></a> <a href="http://www.eurhealth-1health.eu"><img src="./logo_interreg.png" height="60px"></a></p>
|
||||
</div>
|
||||
|
||||
@ -222,29 +222,18 @@
|
||||
<ul>
|
||||
<li>
|
||||
<strong>BREAKING</strong>: removed deprecated functions, parameters and references to ‘bactid’. Use <code><a href="../reference/as.mo.html">as.mo()</a></code> to identify an MO code.</li>
|
||||
<li>New website: <a href="https://msberends.gitlab.io/AMR" class="uri">https://msberends.gitlab.io/AMR</a> (built with the great <a href="https://pkgdown.r-lib.org/"><code>pkgdown</code></a>)
|
||||
<ul>
|
||||
<li>New website: <a href="https://msberends.gitlab.io/AMR" class="uri">https://msberends.gitlab.io/AMR</a> (built with the great <a href="https://pkgdown.r-lib.org/"><code>pkgdown</code></a>)</li>
|
||||
<li>Contains the complete manual of this package and all of its functions with an explanation of their parameters</li>
|
||||
<li>Contains a comprehensive tutorial about how to conduct antimicrobial resistance analysis</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Support for <a href="https://dplyr.tidyverse.org"><code>dplyr</code></a> version 0.8.0</li>
|
||||
<li>Function <code>guess_ab</code> to find an antibiotic column in a table</li>
|
||||
<li>Function <code><a href="../reference/mo_failures.html">mo_failures()</a></code> to review values that could not be coerced to a valid MO code, using <code><a href="../reference/as.mo.html">as.mo()</a></code>. This latter function will now only show a maximum of 25 uncoerced values.</li>
|
||||
<li>Function <code><a href="../reference/mo_renamed.html">mo_renamed()</a></code> to get a list of all returned values from <code><a href="../reference/as.mo.html">as.mo()</a></code> that have had taxonomic renaming</li>
|
||||
<li>Function <code><a href="../reference/age.html">age()</a></code> to calculate the (patients) age in years</li>
|
||||
<li>Function <code><a href="../reference/age_groups.html">age_groups()</a></code> to split ages into custom or predefined groups (like children or elderly). This allows for easier demographic antimicrobial resistance analysis per age group.</li>
|
||||
<li>
|
||||
<p>Functions <code><a href="../reference/first_isolate.html">filter_first_isolate()</a></code> and <code><a href="../reference/first_isolate.html">filter_first_weighted_isolate()</a></code> to shorten and fasten filtering on data sets with antimicrobial results, e.g.:</p>
|
||||
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/first_isolate.html">filter_first_isolate</a></span>()</a>
|
||||
<a class="sourceLine" id="cb1-2" data-line-number="2"><span class="co"># or</span></a>
|
||||
<a class="sourceLine" id="cb1-3" data-line-number="3"><span class="kw"><a href="../reference/first_isolate.html">filter_first_isolate</a></span>(septic_patients)</a></code></pre></div>
|
||||
<p>is equal to:</p>
|
||||
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" data-line-number="1">septic_patients <span class="op">%>%</span></a>
|
||||
<a class="sourceLine" id="cb2-2" data-line-number="2"><span class="st"> </span><span class="kw">mutate</span>(<span class="dt">only_firsts =</span> <span class="kw"><a href="../reference/first_isolate.html">first_isolate</a></span>(septic_patients, ...)) <span class="op">%>%</span></a>
|
||||
<a class="sourceLine" id="cb2-3" data-line-number="3"><span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/stats/topics/filter">filter</a></span>(only_firsts <span class="op">==</span><span class="st"> </span><span class="ot">TRUE</span>) <span class="op">%>%</span></a>
|
||||
<a class="sourceLine" id="cb2-4" data-line-number="4"><span class="st"> </span><span class="kw">select</span>(<span class="op">-</span>only_firsts)</a></code></pre></div>
|
||||
<li>Functions <code><a href="../reference/first_isolate.html">filter_first_isolate()</a></code> and <code><a href="../reference/first_isolate.html">filter_first_weighted_isolate()</a></code> to shorten and fasten filtering on data sets with antimicrobial results, e.g.: <code>r septic_patients %>% filter_first_isolate() # or filter_first_isolate(septic_patients)</code> is equal to: <code>r septic_patients %>% mutate(only_firsts = first_isolate(septic_patients, ...)) %>% filter(only_firsts == TRUE) %>% select(-only_firsts)</code>
|
||||
</li>
|
||||
<li><p>New vignettes about how to conduct AMR analysis, predict antimicrobial resistance, use the <em>G</em>-test and more. These are also available (and even easier readable) on our website: <a href="https://msberends.gitlab.io/AMR" class="uri">https://msberends.gitlab.io/AMR</a>.</p></li>
|
||||
<li>New vignettes about how to conduct AMR analysis, predict antimicrobial resistance, use the <em>G</em>-test and more. These are also available (and even easier readable) on our website: <a href="https://msberends.gitlab.io/AMR" class="uri">https://msberends.gitlab.io/AMR</a>.</li>
|
||||
</ul>
|
||||
</div>
|
||||
<div id="changed" class="section level4">
|
||||
@ -252,8 +241,7 @@
|
||||
<a href="#changed" class="anchor"></a>Changed</h4>
|
||||
<ul>
|
||||
<li>Fixed a critical bug in <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> where some rules that depend on previous applied rules would not be applied adequately</li>
|
||||
<li>Improvements for <code><a href="../reference/as.mo.html">as.mo()</a></code>:
|
||||
<ul>
|
||||
<li>Improvements for <code><a href="../reference/as.mo.html">as.mo()</a></code>:</li>
|
||||
<li>Finds better results when input is in other languages</li>
|
||||
<li>Better handling for subspecies</li>
|
||||
<li>Better handling for <em>Salmonellae</em>
|
||||
@ -262,17 +250,12 @@
|
||||
<li>Manual now contains more info about the algorithms</li>
|
||||
<li>Progress bar will be shown when it takes more than 3 seconds to get results</li>
|
||||
<li>Support for formatted console text</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Function <code><a href="../reference/first_isolate.html">first_isolate()</a></code>:
|
||||
<ul>
|
||||
<li>Function <code><a href="../reference/first_isolate.html">first_isolate()</a></code>:</li>
|
||||
<li>Fixed a bug where distances between dates would not be calculated right - in the <code>septic_patients</code> data set this yielded a difference of 0.15% more isolates</li>
|
||||
<li>Will now use a column named like “patid” for the patient ID (parameter <code>col_patientid</code>), when this parameter was left blank</li>
|
||||
<li>Will now use a column named like “key(…)ab” or “key(…)antibiotics” for the key antibiotics (parameter <code>col_keyantibiotics()</code>), when this parameter was left blank</li>
|
||||
<li>Removed parameter <code>output_logical</code>, the function will now always return a logical value</li>
|
||||
<li>Renamed parameter <code>filter_specimen</code> to <code>specimen_group</code>, although using <code>filter_specimen</code> will still work</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>A note to the manual pages of the <code>portion</code> functions, that low counts can influence the outcome and that the <code>portion</code> functions may camouflage this, since they only return the portion (albeit being dependent on the <code>minimum</code> parameter)</li>
|
||||
<li>Function <code><a href="../reference/mo_property.html">mo_taxonomy()</a></code> now contains the kingdom too</li>
|
||||
<li>Reduce false positives for <code><a href="../reference/as.rsi.html">is.rsi.eligible()</a></code>
|
||||
@ -281,8 +264,7 @@
|
||||
</li>
|
||||
<li>Small text updates to summaries of class <code>rsi</code> and <code>mic</code>
|
||||
</li>
|
||||
<li>Frequency tables (<code><a href="../reference/freq.html">freq()</a></code> function):
|
||||
<ul>
|
||||
<li>Frequency tables (<code><a href="../reference/freq.html">freq()</a></code> function):</li>
|
||||
<li>Header info is now available as a list, with the <code>header</code> function</li>
|
||||
<li>Added header info for class <code>mo</code> to show unique count of families, genera and species</li>
|
||||
<li>Now honours the <code>decimal.mark</code> setting, which just like <code>format</code> defaults to <code><a href="https://www.rdocumentation.org/packages/base/topics/options">getOption("OutDec")</a></code>
|
||||
@ -292,8 +274,6 @@
|
||||
</li>
|
||||
<li>New parameter <code>droplevels</code> to exclude empty factor levels when input is a factor</li>
|
||||
<li>Factor levels will be in header when present in input data</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Function <code><a href="../reference/ggplot_rsi.html">scale_y_percent()</a></code> now contains the <code>limits</code> parameter</li>
|
||||
<li>Automatic parameter filling for <code><a href="../reference/mdro.html">mdro()</a></code>, <code><a href="../reference/key_antibiotics.html">key_antibiotics()</a></code> and <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code>
|
||||
</li>
|
||||
@ -335,8 +315,7 @@
|
||||
</li>
|
||||
<li>
|
||||
<code>EUCAST_rules</code> was renamed to <code>eucast_rules</code>, the old function still exists as a deprecated function</li>
|
||||
<li>Big changes to the <code>eucast_rules</code> function:
|
||||
<ul>
|
||||
<li>Big changes to the <code>eucast_rules</code> function:</li>
|
||||
<li>Now also applies rules from the EUCAST ‘Breakpoint tables for bacteria’, version 8.1, 2018, <a href="http://www.eucast.org/clinical_breakpoints/" class="uri">http://www.eucast.org/clinical_breakpoints/</a> (see Source of the function)</li>
|
||||
<li>New parameter <code>rules</code> to specify which rules should be applied (expert rules, breakpoints, others or all)</li>
|
||||
<li>New parameter <code>verbose</code> which can be set to <code>TRUE</code> to get very specific messages about which columns and rows were affected</li>
|
||||
@ -345,18 +324,11 @@
|
||||
<li>Data set <code>septic_patients</code> now reflects these changes</li>
|
||||
<li>Added parameter <code>pipe</code> for piperacillin (J01CA12), also to the <code>mdro</code> function</li>
|
||||
<li>Small fixes to EUCAST clinical breakpoint rules</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Added column <code>kingdom</code> to the microorganisms data set, and function <code>mo_kingdom</code> to look up values</li>
|
||||
<li>Tremendous speed improvement for <code>as.mo</code> (and subsequently all <code>mo_*</code> functions), as empty values wil be ignored <em>a priori</em>
|
||||
</li>
|
||||
<li>Fewer than 3 characters as input for <code>as.mo</code> will return NA</li>
|
||||
<li>
|
||||
<p>Function <code>as.mo</code> (and all <code>mo_*</code> wrappers) now supports genus abbreviations with “species” attached</p>
|
||||
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" data-line-number="1"><span class="kw"><a href="../reference/as.mo.html">as.mo</a></span>(<span class="st">"E. species"</span>) <span class="co"># B_ESCHR</span></a>
|
||||
<a class="sourceLine" id="cb3-2" data-line-number="2"><span class="kw"><a href="../reference/mo_property.html">mo_fullname</a></span>(<span class="st">"E. spp."</span>) <span class="co"># "Escherichia species"</span></a>
|
||||
<a class="sourceLine" id="cb3-3" data-line-number="3"><span class="kw"><a href="../reference/as.mo.html">as.mo</a></span>(<span class="st">"S. spp"</span>) <span class="co"># B_STPHY</span></a>
|
||||
<a class="sourceLine" id="cb3-4" data-line-number="4"><span class="kw"><a href="../reference/mo_property.html">mo_fullname</a></span>(<span class="st">"S. species"</span>) <span class="co"># "Staphylococcus species"</span></a></code></pre></div>
|
||||
<li>Function <code>as.mo</code> (and all <code>mo_*</code> wrappers) now supports genus abbreviations with “species” attached <code>r as.mo("E. species") # B_ESCHR mo_fullname("E. spp.") # "Escherichia species" as.mo("S. spp") # B_STPHY mo_fullname("S. species") # "Staphylococcus species"</code>
|
||||
</li>
|
||||
<li>Added parameter <code>combine_IR</code> (TRUE/FALSE) to functions <code>portion_df</code> and <code>count_df</code>, to indicate that all values of I and R must be merged into one, so the output only consists of S vs. IR (susceptible vs. non-susceptible)</li>
|
||||
<li>Fix for <code>portion_*(..., as_percent = TRUE)</code> when minimal number of isolates would not be met</li>
|
||||
@ -365,19 +337,18 @@
|
||||
<li>Using <code>portion_*</code> functions now throws a warning when total available isolate is below parameter <code>minimum</code>
|
||||
</li>
|
||||
<li>Functions <code>as.mo</code>, <code>as.rsi</code>, <code>as.mic</code>, <code>as.atc</code> and <code>freq</code> will not set package name as attribute anymore</li>
|
||||
<li>Frequency tables - <code><a href="../reference/freq.html">freq()</a></code>:
|
||||
<ul>
|
||||
<li>Frequency tables - <code><a href="../reference/freq.html">freq()</a></code>:</li>
|
||||
<li>
|
||||
<p>Support for grouping variables, test with:</p>
|
||||
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" data-line-number="1">septic_patients <span class="op">%>%</span><span class="st"> </span></a>
|
||||
<a class="sourceLine" id="cb4-2" data-line-number="2"><span class="st"> </span><span class="kw">group_by</span>(hospital_id) <span class="op">%>%</span><span class="st"> </span></a>
|
||||
<a class="sourceLine" id="cb4-3" data-line-number="3"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(gender)</a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%<span class="st"> </span>
|
||||
<span class="st"> </span><span class="kw">group_by</span>(hospital_id) %>%<span class="st"> </span>
|
||||
<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(gender)</code></pre></div>
|
||||
</li>
|
||||
<li>
|
||||
<p>Support for (un)selecting columns:</p>
|
||||
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb5-1" data-line-number="1">septic_patients <span class="op">%>%</span><span class="st"> </span></a>
|
||||
<a class="sourceLine" id="cb5-2" data-line-number="2"><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id) <span class="op">%>%</span><span class="st"> </span></a>
|
||||
<a class="sourceLine" id="cb5-3" data-line-number="3"><span class="st"> </span><span class="kw">select</span>(<span class="op">-</span>count, <span class="op">-</span>cum_count) <span class="co"># only get item, percent, cum_percent</span></a></code></pre></div>
|
||||
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">septic_patients %>%<span class="st"> </span>
|
||||
<span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(hospital_id) %>%<span class="st"> </span>
|
||||
<span class="st"> </span><span class="kw">select</span>(-count, -cum_count) <span class="co"># only get item, percent, cum_percent</span></code></pre></div>
|
||||
</li>
|
||||
<li>Check for <code><a href="https://www.rdocumentation.org/packages/hms/topics/hms">hms::is.hms</a></code>
|
||||
</li>
|
||||
@ -388,8 +359,6 @@
|
||||
<li>New parameter <code>na</code>, to choose which character to print for empty values</li>
|
||||
<li>New parameter <code>header</code> to turn the header info off (default when <code>markdown = TRUE</code>)</li>
|
||||
<li>New parameter <code>title</code> to manually setbthe title of the frequency table</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>
|
||||
<code>first_isolate</code> now tries to find columns to use as input when parameters are left blank</li>
|
||||
<li>Improvements for MDRO algorithm (function <code>mdro</code>)</li>
|
||||
@ -401,8 +370,7 @@
|
||||
</li>
|
||||
<li>
|
||||
<code>ggplot_rsi</code> and <code>scale_y_percent</code> have <code>breaks</code> parameter</li>
|
||||
<li>AI improvements for <code>as.mo</code>:
|
||||
<ul>
|
||||
<li>AI improvements for <code>as.mo</code>:</li>
|
||||
<li>
|
||||
<code>"CRS"</code> -> <em>Stenotrophomonas maltophilia</em>
|
||||
</li>
|
||||
@ -415,8 +383,6 @@
|
||||
<li>
|
||||
<code>"MSSE"</code> -> <em>Staphylococcus epidermidis</em>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Fix for <code>join</code> functions</li>
|
||||
<li>Speed improvement for <code>is.rsi.eligible</code>, now 15-20 times faster</li>
|
||||
<li>In <code>g.test</code>, when <code><a href="https://www.rdocumentation.org/packages/base/topics/sum">sum(x)</a></code> is below 1000 or any of the expected values is below 5, Fisher’s Exact Test will be suggested</li>
|
||||
@ -445,8 +411,7 @@
|
||||
<a href="#new-2" class="anchor"></a>New</h4>
|
||||
<ul>
|
||||
<li>The data set <code>microorganisms</code> now contains <strong>all microbial taxonomic data from ITIS</strong> (kingdoms Bacteria, Fungi and Protozoa), the Integrated Taxonomy Information System, available via <a href="https://itis.gov" class="uri">https://itis.gov</a>. The data set now contains more than 18,000 microorganisms with all known bacteria, fungi and protozoa according ITIS with genus, species, subspecies, family, order, class, phylum and subkingdom. The new data set <code>microorganisms.old</code> contains all previously known taxonomic names from those kingdoms.</li>
|
||||
<li>New functions based on the existing function <code>mo_property</code>:
|
||||
<ul>
|
||||
<li>New functions based on the existing function <code>mo_property</code>:</li>
|
||||
<li>Taxonomic names: <code>mo_phylum</code>, <code>mo_class</code>, <code>mo_order</code>, <code>mo_family</code>, <code>mo_genus</code>, <code>mo_species</code>, <code>mo_subspecies</code>
|
||||
</li>
|
||||
<li>Semantic names: <code>mo_fullname</code>, <code>mo_shortname</code>
|
||||
@ -456,52 +421,22 @@
|
||||
<li>Author and year: <code>mo_ref</code>
|
||||
</li>
|
||||
</ul>
|
||||
<p>They also come with support for German, Dutch, French, Italian, Spanish and Portuguese:</p>
|
||||
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb6-1" data-line-number="1"><span class="kw"><a href="../reference/mo_property.html">mo_gramstain</a></span>(<span class="st">"E. coli"</span>)</a>
|
||||
<a class="sourceLine" id="cb6-2" data-line-number="2"><span class="co"># [1] "Gram negative"</span></a>
|
||||
<a class="sourceLine" id="cb6-3" data-line-number="3"><span class="kw"><a href="../reference/mo_property.html">mo_gramstain</a></span>(<span class="st">"E. coli"</span>, <span class="dt">language =</span> <span class="st">"de"</span>) <span class="co"># German</span></a>
|
||||
<a class="sourceLine" id="cb6-4" data-line-number="4"><span class="co"># [1] "Gramnegativ"</span></a>
|
||||
<a class="sourceLine" id="cb6-5" data-line-number="5"><span class="kw"><a href="../reference/mo_property.html">mo_gramstain</a></span>(<span class="st">"E. coli"</span>, <span class="dt">language =</span> <span class="st">"es"</span>) <span class="co"># Spanish</span></a>
|
||||
<a class="sourceLine" id="cb6-6" data-line-number="6"><span class="co"># [1] "Gram negativo"</span></a>
|
||||
<a class="sourceLine" id="cb6-7" data-line-number="7"><span class="kw"><a href="../reference/mo_property.html">mo_fullname</a></span>(<span class="st">"S. group A"</span>, <span class="dt">language =</span> <span class="st">"pt"</span>) <span class="co"># Portuguese</span></a>
|
||||
<a class="sourceLine" id="cb6-8" data-line-number="8"><span class="co"># [1] "Streptococcus grupo A"</span></a></code></pre></div>
|
||||
<p>Furthermore, former taxonomic names will give a note about the current taxonomic name:</p>
|
||||
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb7-1" data-line-number="1"><span class="kw"><a href="../reference/mo_property.html">mo_gramstain</a></span>(<span class="st">"Esc blattae"</span>)</a>
|
||||
<a class="sourceLine" id="cb7-2" data-line-number="2"><span class="co"># Note: 'Escherichia blattae' (Burgess et al., 1973) was renamed 'Shimwellia blattae' (Priest and Barker, 2010)</span></a>
|
||||
<a class="sourceLine" id="cb7-3" data-line-number="3"><span class="co"># [1] "Gram negative"</span></a></code></pre></div>
|
||||
</li>
|
||||
<li>Functions <code>count_R</code>, <code>count_IR</code>, <code>count_I</code>, <code>count_SI</code> and <code>count_S</code> to selectively count resistant or susceptible isolates
|
||||
<p>They also come with support for German, Dutch, French, Italian, Spanish and Portuguese: <code>r mo_gramstain("E. coli") # [1] "Gram negative" mo_gramstain("E. coli", language = "de") # German # [1] "Gramnegativ" mo_gramstain("E. coli", language = "es") # Spanish # [1] "Gram negativo" mo_fullname("S. group A", language = "pt") # Portuguese # [1] "Streptococcus grupo A"</code></p>
|
||||
<p>Furthermore, former taxonomic names will give a note about the current taxonomic name: <code>r mo_gramstain("Esc blattae") # Note: 'Escherichia blattae' (Burgess et al., 1973) was renamed 'Shimwellia blattae' (Priest and Barker, 2010) # [1] "Gram negative"</code></p>
|
||||
<ul>
|
||||
<li>Functions <code>count_R</code>, <code>count_IR</code>, <code>count_I</code>, <code>count_SI</code> and <code>count_S</code> to selectively count resistant or susceptible isolates</li>
|
||||
<li>Extra function <code>count_df</code> (which works like <code>portion_df</code>) to get all counts of S, I and R of a data set with antibiotic columns, with support for grouped variables</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Function <code>is.rsi.eligible</code> to check for columns that have valid antimicrobial results, but do not have the <code>rsi</code> class yet. Transform the columns of your raw data with: <code>data %>% mutate_if(is.rsi.eligible, as.rsi)</code>
|
||||
</li>
|
||||
<li>
|
||||
<p>Functions <code>as.mo</code> and <code>is.mo</code> as replacements for <code>as.bactid</code> and <code>is.bactid</code> (since the <code>microoganisms</code> data set not only contains bacteria). These last two functions are deprecated and will be removed in a future release. The <code>as.mo</code> function determines microbial IDs using Artificial Intelligence (AI):</p>
|
||||
<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb8-1" data-line-number="1"><span class="kw"><a href="../reference/as.mo.html">as.mo</a></span>(<span class="st">"E. coli"</span>)</a>
|
||||
<a class="sourceLine" id="cb8-2" data-line-number="2"><span class="co"># [1] B_ESCHR_COL</span></a>
|
||||
<a class="sourceLine" id="cb8-3" data-line-number="3"><span class="kw"><a href="../reference/as.mo.html">as.mo</a></span>(<span class="st">"MRSA"</span>)</a>
|
||||
<a class="sourceLine" id="cb8-4" data-line-number="4"><span class="co"># [1] B_STPHY_AUR</span></a>
|
||||
<a class="sourceLine" id="cb8-5" data-line-number="5"><span class="kw"><a href="../reference/as.mo.html">as.mo</a></span>(<span class="st">"S group A"</span>)</a>
|
||||
<a class="sourceLine" id="cb8-6" data-line-number="6"><span class="co"># [1] B_STRPTC_GRA</span></a></code></pre></div>
|
||||
<p>And with great speed too - on a quite regular Linux server from 2007 it takes us less than 0.02 seconds to transform 25,000 items:</p>
|
||||
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb9-1" data-line-number="1">thousands_of_E_colis <-<span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/rep">rep</a></span>(<span class="st">"E. coli"</span>, <span class="dv">25000</span>)</a>
|
||||
<a class="sourceLine" id="cb9-2" data-line-number="2">microbenchmark<span class="op">::</span><span class="kw"><a href="https://www.rdocumentation.org/packages/microbenchmark/topics/microbenchmark">microbenchmark</a></span>(<span class="kw"><a href="../reference/as.mo.html">as.mo</a></span>(thousands_of_E_colis), <span class="dt">unit =</span> <span class="st">"s"</span>)</a>
|
||||
<a class="sourceLine" id="cb9-3" data-line-number="3"><span class="co"># Unit: seconds</span></a>
|
||||
<a class="sourceLine" id="cb9-4" data-line-number="4"><span class="co"># min median max neval</span></a>
|
||||
<a class="sourceLine" id="cb9-5" data-line-number="5"><span class="co"># 0.01817717 0.01843957 0.03878077 100</span></a></code></pre></div>
|
||||
<li>Functions <code>as.mo</code> and <code>is.mo</code> as replacements for <code>as.bactid</code> and <code>is.bactid</code> (since the <code>microoganisms</code> data set not only contains bacteria). These last two functions are deprecated and will be removed in a future release. The <code>as.mo</code> function determines microbial IDs using Artificial Intelligence (AI): <code>r as.mo("E. coli") # [1] B_ESCHR_COL as.mo("MRSA") # [1] B_STPHY_AUR as.mo("S group A") # [1] B_STRPTC_GRA</code> And with great speed too - on a quite regular Linux server from 2007 it takes us less than 0.02 seconds to transform 25,000 items: <code>r thousands_of_E_colis <- rep("E. coli", 25000) microbenchmark::microbenchmark(as.mo(thousands_of_E_colis), unit = "s") # Unit: seconds # min median max neval # 0.01817717 0.01843957 0.03878077 100</code>
|
||||
</li>
|
||||
<li>Added parameter <code>reference_df</code> for <code>as.mo</code>, so users can supply their own microbial IDs, name or codes as a reference table</li>
|
||||
<li>Renamed all previous references to <code>bactid</code> to <code>mo</code>, like:
|
||||
<ul>
|
||||
<li>Renamed all previous references to <code>bactid</code> to <code>mo</code>, like:</li>
|
||||
<li>Column names inputs of <code>EUCAST_rules</code>, <code>first_isolate</code> and <code>key_antibiotics</code>
|
||||
</li>
|
||||
<li>Column names of datasets <code>microorganisms</code> and <code>septic_patients</code>
|
||||
</li>
|
||||
<li>All old syntaxes will still work with this version, but will throw warnings</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Function <code>labels_rsi_count</code> to print datalabels on a RSI <code>ggplot2</code> model</li>
|
||||
<li><p>Functions <code>as.atc</code> and <code>is.atc</code> to transform/look up antibiotic ATC codes as defined by the WHO. The existing function <code>guess_atc</code> is now an alias of <code>as.atc</code>.</p></li>
|
||||
<li>Function <code>ab_property</code> and its aliases: <code>ab_name</code>, <code>ab_tradenames</code>, <code>ab_certe</code>, <code>ab_umcg</code> and <code>ab_trivial_nl</code>
|
||||
@ -516,14 +451,7 @@
|
||||
<a href="#changed-2" class="anchor"></a>Changed</h4>
|
||||
<ul>
|
||||
<li>Added three antimicrobial agents to the <code>antibiotics</code> data set: Terbinafine (D01BA02), Rifaximin (A07AA11) and Isoconazole (D01AC05)</li>
|
||||
<li>
|
||||
<p>Added 163 trade names to the <code>antibiotics</code> data set, it now contains 298 different trade names in total, e.g.:</p>
|
||||
<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb10-1" data-line-number="1"><span class="kw"><a href="../reference/ab_property.html">ab_official</a></span>(<span class="st">"Bactroban"</span>)</a>
|
||||
<a class="sourceLine" id="cb10-2" data-line-number="2"><span class="co"># [1] "Mupirocin"</span></a>
|
||||
<a class="sourceLine" id="cb10-3" data-line-number="3"><span class="kw"><a href="../reference/ab_property.html">ab_name</a></span>(<span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/c">c</a></span>(<span class="st">"Bactroban"</span>, <span class="st">"Amoxil"</span>, <span class="st">"Zithromax"</span>, <span class="st">"Floxapen"</span>))</a>
|
||||
<a class="sourceLine" id="cb10-4" data-line-number="4"><span class="co"># [1] "Mupirocin" "Amoxicillin" "Azithromycin" "Flucloxacillin"</span></a>
|
||||
<a class="sourceLine" id="cb10-5" data-line-number="5"><span class="kw"><a href="../reference/ab_property.html">ab_atc</a></span>(<span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/c">c</a></span>(<span class="st">"Bactroban"</span>, <span class="st">"Amoxil"</span>, <span class="st">"Zithromax"</span>, <span class="st">"Floxapen"</span>))</a>
|
||||
<a class="sourceLine" id="cb10-6" data-line-number="6"><span class="co"># [1] "R01AX06" "J01CA04" "J01FA10" "J01CF05"</span></a></code></pre></div>
|
||||
<li>Added 163 trade names to the <code>antibiotics</code> data set, it now contains 298 different trade names in total, e.g.: <code>r ab_official("Bactroban") # [1] "Mupirocin" ab_name(c("Bactroban", "Amoxil", "Zithromax", "Floxapen")) # [1] "Mupirocin" "Amoxicillin" "Azithromycin" "Flucloxacillin" ab_atc(c("Bactroban", "Amoxil", "Zithromax", "Floxapen")) # [1] "R01AX06" "J01CA04" "J01FA10" "J01CF05"</code>
|
||||
</li>
|
||||
<li>For <code>first_isolate</code>, rows will be ignored when there’s no species available</li>
|
||||
<li>Function <code>ratio</code> is now deprecated and will be removed in a future release, as it is not really the scope of this package</li>
|
||||
@ -532,36 +460,9 @@
|
||||
<li>Added <code>prevalence</code> column to the <code>microorganisms</code> data set</li>
|
||||
<li>Added parameters <code>minimum</code> and <code>as_percent</code> to <code>portion_df</code>
|
||||
</li>
|
||||
<li>
|
||||
<p>Support for quasiquotation in the functions series <code>count_*</code> and <code>portions_*</code>, and <code>n_rsi</code>. This allows to check for more than 2 vectors or columns.</p>
|
||||
<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb11-1" data-line-number="1">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw">select</span>(amox, cipr) <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/count.html">count_IR</a></span>()</a>
|
||||
<a class="sourceLine" id="cb11-2" data-line-number="2"><span class="co"># which is the same as:</span></a>
|
||||
<a class="sourceLine" id="cb11-3" data-line-number="3">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/count.html">count_IR</a></span>(amox, cipr)</a>
|
||||
<a class="sourceLine" id="cb11-4" data-line-number="4"></a>
|
||||
<a class="sourceLine" id="cb11-5" data-line-number="5">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/portion.html">portion_S</a></span>(amcl)</a>
|
||||
<a class="sourceLine" id="cb11-6" data-line-number="6">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/portion.html">portion_S</a></span>(amcl, gent)</a>
|
||||
<a class="sourceLine" id="cb11-7" data-line-number="7">septic_patients <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/portion.html">portion_S</a></span>(amcl, gent, pita)</a></code></pre></div>
|
||||
</li>
|
||||
<li>Edited <code>ggplot_rsi</code> and <code>geom_rsi</code> so they can cope with <code>count_df</code>. The new <code>fun</code> parameter has value <code>portion_df</code> at default, but can be set to <code>count_df</code>.</li>
|
||||
<li>Fix for <code>ggplot_rsi</code> when the <code>ggplot2</code> package was not loaded</li>
|
||||
<li>Added datalabels function <code>labels_rsi_count</code> to <code>ggplot_rsi</code>
|
||||
</li>
|
||||
<li>Added possibility to set any parameter to <code>geom_rsi</code> (and <code>ggplot_rsi</code>) so you can set your own preferences</li>
|
||||
<li>Fix for joins, where predefined suffices would not be honoured</li>
|
||||
<li>Added parameter <code>quote</code> to the <code>freq</code> function</li>
|
||||
<li>Added generic function <code>diff</code> for frequency tables</li>
|
||||
<li>Added longest en shortest character length in the frequency table (<code>freq</code>) header of class <code>character</code>
|
||||
</li>
|
||||
<li>
|
||||
<p>Support for types (classes) list and matrix for <code>freq</code></p>
|
||||
<div class="sourceCode" id="cb12"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb12-1" data-line-number="1">my_matrix =<span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/with">with</a></span>(septic_patients, <span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/matrix">matrix</a></span>(<span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/c">c</a></span>(age, gender), <span class="dt">ncol =</span> <span class="dv">2</span>))</a>
|
||||
<a class="sourceLine" id="cb12-2" data-line-number="2"><span class="kw"><a href="../reference/freq.html">freq</a></span>(my_matrix)</a></code></pre></div>
|
||||
<p>For lists, subsetting is possible:</p>
|
||||
<div class="sourceCode" id="cb13"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb13-1" data-line-number="1">my_list =<span class="st"> </span><span class="kw"><a href="https://www.rdocumentation.org/packages/base/topics/list">list</a></span>(<span class="dt">age =</span> septic_patients<span class="op">$</span>age, <span class="dt">gender =</span> septic_patients<span class="op">$</span>gender)</a>
|
||||
<a class="sourceLine" id="cb13-2" data-line-number="2">my_list <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(age)</a>
|
||||
<a class="sourceLine" id="cb13-3" data-line-number="3">my_list <span class="op">%>%</span><span class="st"> </span><span class="kw"><a href="../reference/freq.html">freq</a></span>(gender)</a></code></pre></div>
|
||||
</li>
|
||||
<li>Support for quasiquotation in the functions series <code>count_*</code> and <code>portions_*</code>, and <code>n_rsi</code>. This allows to check for more than 2 vectors or columns. ```r septic_patients %>% select(amox, cipr) %>% count_IR() # which is the same as: septic_patients %>% count_IR(amox, cipr)</li>
|
||||
</ul>
|
||||
<p>septic_patients %>% portion_S(amcl) septic_patients %>% portion_S(amcl, gent) septic_patients %>% portion_S(amcl, gent, pita) <code>* Edited `ggplot_rsi` and `geom_rsi` so they can cope with `count_df`. The new `fun` parameter has value `portion_df` at default, but can be set to `count_df`. * Fix for `ggplot_rsi` when the `ggplot2` package was not loaded * Added datalabels function `labels_rsi_count` to `ggplot_rsi` * Added possibility to set any parameter to `geom_rsi` (and `ggplot_rsi`) so you can set your own preferences * Fix for joins, where predefined suffices would not be honoured * Added parameter `quote` to the `freq` function * Added generic function `diff` for frequency tables * Added longest en shortest character length in the frequency table (`freq`) header of class `character` * Support for types (classes) list and matrix for `freq`</code>r my_matrix = with(septic_patients, matrix(c(age, gender), ncol = 2)) freq(my_matrix) <code>For lists, subsetting is possible:</code>r my_list = list(age = septic_patients$age, gender = septic_patients$gender) my_list %>% freq(age) my_list %>% freq(gender) ```</p>
|
||||
</div>
|
||||
<div id="other-2" class="section level4">
|
||||
<h4 class="hasAnchor">
|
||||
@ -580,21 +481,15 @@
|
||||
<a href="#new-3" class="anchor"></a>New</h4>
|
||||
<ul>
|
||||
<li>
|
||||
<strong>BREAKING</strong>: <code>rsi_df</code> was removed in favour of new functions <code>portion_R</code>, <code>portion_IR</code>, <code>portion_I</code>, <code>portion_SI</code> and <code>portion_S</code> to selectively calculate resistance or susceptibility. These functions are 20 to 30 times faster than the old <code>rsi</code> function. The old function still works, but is deprecated.
|
||||
<ul>
|
||||
<strong>BREAKING</strong>: <code>rsi_df</code> was removed in favour of new functions <code>portion_R</code>, <code>portion_IR</code>, <code>portion_I</code>, <code>portion_SI</code> and <code>portion_S</code> to selectively calculate resistance or susceptibility. These functions are 20 to 30 times faster than the old <code>rsi</code> function. The old function still works, but is deprecated.</li>
|
||||
<li>New function <code>portion_df</code> to get all portions of S, I and R of a data set with antibiotic columns, with support for grouped variables</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>
|
||||
<strong>BREAKING</strong>: the methodology for determining first weighted isolates was changed. The antibiotics that are compared between isolates (call <em>key antibiotics</em>) to include more first isolates (afterwards called first <em>weighted</em> isolates) are now as follows:
|
||||
<ul>
|
||||
<strong>BREAKING</strong>: the methodology for determining first weighted isolates was changed. The antibiotics that are compared between isolates (call <em>key antibiotics</em>) to include more first isolates (afterwards called first <em>weighted</em> isolates) are now as follows:</li>
|
||||
<li>Universal: amoxicillin, amoxicillin/clavlanic acid, cefuroxime, piperacillin/tazobactam, ciprofloxacin, trimethoprim/sulfamethoxazole</li>
|
||||
<li>Gram-positive: vancomycin, teicoplanin, tetracycline, erythromycin, oxacillin, rifampicin</li>
|
||||
<li>Gram-negative: gentamicin, tobramycin, colistin, cefotaxime, ceftazidime, meropenem</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Support for <code>ggplot2</code>
|
||||
<ul>
|
||||
</li>
|
||||
<li>New functions <code>geom_rsi</code>, <code>facet_rsi</code>, <code>scale_y_percent</code>, <code>scale_rsi_colours</code> and <code>theme_rsi</code>
|
||||
</li>
|
||||
<li>New wrapper function <code>ggplot_rsi</code> to apply all above functions on a data set:
|
||||
@ -605,32 +500,22 @@
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Determining bacterial ID:
|
||||
<ul>
|
||||
<li>Determining bacterial ID:</li>
|
||||
<li>New functions <code>as.bactid</code> and <code>is.bactid</code> to transform/ look up microbial ID’s.</li>
|
||||
<li>The existing function <code>guess_bactid</code> is now an alias of <code>as.bactid</code>
|
||||
</li>
|
||||
<li>New Becker classification for <em>Staphylococcus</em> to categorise them into Coagulase Negative <em>Staphylococci</em> (CoNS) and Coagulase Positve <em>Staphylococci</em> (CoPS)</li>
|
||||
<li>New Lancefield classification for <em>Streptococcus</em> to categorise them into Lancefield groups</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>For convience, new descriptive statistical functions <code>kurtosis</code> and <code>skewness</code> that are lacking in base R - they are generic functions and have support for vectors, data.frames and matrices</li>
|
||||
<li>Function <code>g.test</code> to perform the Χ<sup>2</sup> distributed <a href="https://en.wikipedia.org/wiki/G-test"><em>G</em>-test</a>, which use is the same as <code>chisq.test</code>
|
||||
</li>
|
||||
<li>
|
||||
<del>Function <code>ratio</code> to transform a vector of values to a preset ratio</del>
|
||||
<ul>
|
||||
<li><del>Function <code>ratio</code> to transform a vector of values to a preset ratio</del></li>
|
||||
<li><del>For example: <code><a href="../reference/AMR-deprecated.html">ratio(c(10, 500, 10), ratio = "1:2:1")</a></code> would return <code>130, 260, 130</code></del></li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Support for Addins menu in RStudio to quickly insert <code>%in%</code> or <code>%like%</code> (and give them keyboard shortcuts), or to view the datasets that come with this package</li>
|
||||
<li>Function <code>p.symbol</code> to transform p values to their related symbols: <code>0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1</code>
|
||||
</li>
|
||||
<li>Functions <code>clipboard_import</code> and <code>clipboard_export</code> as helper functions to quickly copy and paste from/to software like Excel and SPSS. These functions use the <code>clipr</code> package, but are a little altered to also support headless Linux servers (so you can use it in RStudio Server)</li>
|
||||
<li>New for frequency tables (function <code>freq</code>):
|
||||
<ul>
|
||||
<li>New for frequency tables (function <code>freq</code>):</li>
|
||||
<li>A vignette to explain its usage</li>
|
||||
<li>Support for <code>rsi</code> (antimicrobial resistance) to use as input</li>
|
||||
<li>Support for <code>table</code> to use as input: <code><a href="../reference/freq.html">freq(table(x, y))</a></code>
|
||||
@ -645,8 +530,6 @@
|
||||
<li>Header of frequency tables now also show Mean Absolute Deviaton (MAD) and Interquartile Range (IQR)</li>
|
||||
<li>Possibility to globally set the default for the amount of items to print, with <code><a href="https://www.rdocumentation.org/packages/base/topics/options">options(max.print.freq = n)</a></code> where <em>n</em> is your preset value</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
</div>
|
||||
<div id="changed-3" class="section level4">
|
||||
<h4 class="hasAnchor">
|
||||
@ -668,27 +551,21 @@
|
||||
</li>
|
||||
<li>Small improvements to the <code>microorganisms</code> dataset (especially for <em>Salmonella</em>) and the column <code>bactid</code> now has the new class <code>"bactid"</code>
|
||||
</li>
|
||||
<li>Combined MIC/RSI values will now be coerced by the <code>rsi</code> and <code>mic</code> functions:
|
||||
<ul>
|
||||
<li>Combined MIC/RSI values will now be coerced by the <code>rsi</code> and <code>mic</code> functions:</li>
|
||||
<li>
|
||||
<code><a href="../reference/as.rsi.html">as.rsi("<=0.002; S")</a></code> will return <code>S</code>
|
||||
</li>
|
||||
<li>
|
||||
<code><a href="../reference/as.mic.html">as.mic("<=0.002; S")</a></code> will return <code><=0.002</code>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Now possible to coerce MIC values with a space between operator and value, i.e. <code><a href="../reference/as.mic.html">as.mic("<= 0.002")</a></code> now works</li>
|
||||
<li>Classes <code>rsi</code> and <code>mic</code> do not add the attribute <code>package.version</code> anymore</li>
|
||||
<li>Added <code>"groups"</code> option for <code><a href="../reference/atc_property.html">atc_property(..., property)</a></code>. It will return a vector of the ATC hierarchy as defined by the <a href="https://www.whocc.no/atc/structure_and_principles/">WHO</a>. The new function <code>atc_groups</code> is a convenient wrapper around this.</li>
|
||||
<li>Build-in host check for <code>atc_property</code> as it requires the host set by <code>url</code> to be responsive</li>
|
||||
<li>Improved <code>first_isolate</code> algorithm to exclude isolates where bacteria ID or genus is unavailable</li>
|
||||
<li>Fix for warning <em>hybrid evaluation forced for row_number</em> (<a href="https://github.com/tidyverse/dplyr/commit/924b62"><code>924b62</code></a>) from the <code>dplyr</code> package v0.7.5 and above</li>
|
||||
<li>Support for empty values and for 1 or 2 columns as input for <code>guess_bactid</code> (now called <code>as.bactid</code>)
|
||||
<ul>
|
||||
<li>Support for empty values and for 1 or 2 columns as input for <code>guess_bactid</code> (now called <code>as.bactid</code>)</li>
|
||||
<li>So <code>yourdata %>% select(genus, species) %>% as.bactid()</code> now also works</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Other small fixes</li>
|
||||
</ul>
|
||||
</div>
|
||||
@ -696,14 +573,11 @@
|
||||
<h4 class="hasAnchor">
|
||||
<a href="#other-3" class="anchor"></a>Other</h4>
|
||||
<ul>
|
||||
<li>Added integration tests (check if everything works as expected) for all releases of R 3.1 and higher
|
||||
<ul>
|
||||
<li>Added integration tests (check if everything works as expected) for all releases of R 3.1 and higher</li>
|
||||
<li>Linux and macOS: <a href="https://travis-ci.org/msberends/AMR" class="uri">https://travis-ci.org/msberends/AMR</a>
|
||||
</li>
|
||||
<li>Windows: <a href="https://ci.appveyor.com/project/msberends/amr" class="uri">https://ci.appveyor.com/project/msberends/amr</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Added thesis advisors to DESCRIPTION file</li>
|
||||
</ul>
|
||||
</div>
|
||||
@ -718,19 +592,16 @@
|
||||
<ul>
|
||||
<li>Full support for Windows, Linux and macOS</li>
|
||||
<li>Full support for old R versions, only R-3.0.0 (April 2013) or later is needed (needed packages may have other dependencies)</li>
|
||||
<li>Function <code>n_rsi</code> to count cases where antibiotic test results were available, to be used in conjunction with <code><a href="https://www.rdocumentation.org/packages/dplyr/topics/summarise">dplyr::summarise</a></code>, see ?rsi</li>
|
||||
<li>Function <code>n_rsi</code> to count cases where antibiotic test results were available, to be used in conjunction with <code><a href="http://dplyr.tidyverse.org/reference/summarise.html">dplyr::summarise</a></code>, see ?rsi</li>
|
||||
<li>Function <code>guess_bactid</code> to <strong>determine the ID</strong> of a microorganism based on genus/species or known abbreviations like MRSA</li>
|
||||
<li>Function <code>guess_atc</code> to <strong>determine the ATC</strong> of an antibiotic based on name, trade name, or known abbreviations</li>
|
||||
<li>Function <code>freq</code> to create <strong>frequency tables</strong>, with additional info in a header</li>
|
||||
<li>Function <code>MDRO</code> to <strong>determine Multi Drug Resistant Organisms (MDRO)</strong> with support for country-specific guidelines.
|
||||
<ul>
|
||||
<li>Function <code>MDRO</code> to <strong>determine Multi Drug Resistant Organisms (MDRO)</strong> with support for country-specific guidelines.</li>
|
||||
<li>Suggest your own via <a href="https://github.com/msberends/AMR/issues/new?title=New%20guideline%20for%20MDRO&body=%3C--%20Please%20add%20your%20country%20code,%20guideline%20name,%20version%20and%20source%20below%20and%20remove%20this%20line--%3E">https://github.com/msberends/AMR/issues/new</a>
|
||||
</li>
|
||||
<li>
|
||||
<a href="http://www.eucast.org/expert_rules_and_intrinsic_resistance">Exceptional resistances defined by EUCAST</a> are also supported instead of countries alone</li>
|
||||
<li>Functions <code>BRMO</code> and <code>MRGN</code> are wrappers for Dutch and German guidelines, respectively</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>New algorithm to determine weighted isolates, can now be <code>"points"</code> or <code>"keyantibiotics"</code>, see <code><a href="../reference/first_isolate.html">?first_isolate</a></code>
|
||||
</li>
|
||||
<li>New print format for <code>tibble</code>s and <code>data.table</code>s</li>
|
||||
|
||||
@ -1,4 +1,4 @@
|
||||
pandoc: 2.3.1
|
||||
pandoc: 1.17.2
|
||||
pkgdown: 1.3.0
|
||||
pkgdown_sha: ~
|
||||
articles:
|
||||
|
||||
@ -289,11 +289,11 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='co'># resistance of ciprofloxacine per age group</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://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='no'>mo</span> <span class='kw'>==</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"E. coli"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='kw'>age_group</span> <span class='kw'>=</span> <span class='fu'>age_groups</span>(<span class='no'>age</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>age_group</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='kw'>age_group</span> <span class='kw'>=</span> <span class='fu'>age_groups</span>(<span class='no'>age</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>age_group</span>,
|
||||
<span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='ggplot_rsi.html'>ggplot_rsi</a></span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='st'>"age_group"</span>)
|
||||
<span class='co'># }</span></pre>
|
||||
|
||||
@ -362,16 +362,16 @@ The <code><a href='mo_property.html'>mo_property</a></code> functions (like <cod
|
||||
<span class='co'># the select function of tidyverse is also supported:</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'>df</span>$<span class='no'>mo</span> <span class='kw'><-</span> <span class='no'>df</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>microorganism_name</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>microorganism_name</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>as.mo</span>()
|
||||
|
||||
<span class='co'># and can even contain 2 columns, which is convenient for genus/species combinations:</span>
|
||||
<span class='no'>df</span>$<span class='no'>mo</span> <span class='kw'><-</span> <span class='no'>df</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>genus</span>, <span class='no'>species</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>genus</span>, <span class='no'>species</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>as.mo</span>()
|
||||
<span class='co'># although this works easier and does the same:</span>
|
||||
<span class='no'>df</span> <span class='kw'><-</span> <span class='no'>df</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'>as.mo</span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='no'>genus</span>, <span class='no'>species</span>)))
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'>as.mo</span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='no'>genus</span>, <span class='no'>species</span>)))
|
||||
<span class='co'># }</span></pre>
|
||||
</div>
|
||||
<div class="col-md-3 hidden-xs hidden-sm" id="sidebar">
|
||||
|
||||
@ -270,11 +270,11 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='co'># using dplyr's mutate</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://www.rdocumentation.org/packages/dplyr/topics/summarise_all'>mutate_at</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/vars'>vars</a></span>(<span class='no'>peni</span>:<span class='no'>rifa</span>), <span class='no'>as.rsi</span>)
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/summarise_all.html'>mutate_at</a></span>(<span class='fu'><a href='http://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='no'>peni</span>:<span class='no'>rifa</span>), <span class='no'>as.rsi</span>)
|
||||
|
||||
<span class='co'># fastest way to transform all columns with already valid AB results to class `rsi`:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise_all'>mutate_if</a></span>(<span class='no'>is.rsi.eligible</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/summarise_all.html'>mutate_if</a></span>(<span class='no'>is.rsi.eligible</span>,
|
||||
<span class='no'>as.rsi</span>)
|
||||
<span class='co'># }</span></pre>
|
||||
</div>
|
||||
|
||||
@ -275,7 +275,7 @@ count_R and count_IR can be used to count resistant isolates, count_S and count_
|
||||
<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><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://www.rdocumentation.org/packages/dplyr/topics/n_distinct'>n_distinct</a></code>. Their function is equal to <code>count_S(...) + count_IR(...)</code>.</p>
|
||||
<p><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='http://dplyr.tidyverse.org/reference/n_distinct.html'>n_distinct</a></code>. Their function is equal to <code>count_S(...) + count_IR(...)</code>.</p>
|
||||
<p><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 R, I and S. 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>
|
||||
|
||||
<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>
|
||||
@ -314,13 +314,13 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<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://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>R</span> <span class='kw'>=</span> <span class='fu'>count_R</span>(<span class='no'>cipr</span>),
|
||||
<span class='fu'><a href='http://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='http://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'>cipr</span>),
|
||||
<span class='kw'>I</span> <span class='kw'>=</span> <span class='fu'>count_I</span>(<span class='no'>cipr</span>),
|
||||
<span class='kw'>S</span> <span class='kw'>=</span> <span class='fu'>count_S</span>(<span class='no'>cipr</span>),
|
||||
<span class='kw'>n1</span> <span class='kw'>=</span> <span class='fu'>count_all</span>(<span class='no'>cipr</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'>cipr</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://www.rdocumentation.org/packages/dplyr/topics/n'>n</a></span>()) <span class='co'># NOT the amount of tested isolates!</span>
|
||||
<span class='kw'>total</span> <span class='kw'>=</span> <span class='fu'><a href='http://dplyr.tidyverse.org/reference/n.html'>n</a></span>()) <span class='co'># NOT the amount 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>
|
||||
@ -338,13 +338,13 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<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://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>cipr</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://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://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>
|
||||
|
||||
@ -222,22 +222,27 @@
|
||||
|
||||
<pre class="usage"><span class='fu'>eucast_rules</span>(<span class='no'>tbl</span>, <span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>info</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
|
||||
<span class='kw'>rules</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"breakpoints"</span>, <span class='st'>"expert"</span>, <span class='st'>"other"</span>, <span class='st'>"all"</span>), <span class='kw'>verbose</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
|
||||
<span class='kw'>amcl</span> <span class='kw'>=</span> <span class='st'>"amcl"</span>, <span class='kw'>amik</span> <span class='kw'>=</span> <span class='st'>"amik"</span>, <span class='kw'>amox</span> <span class='kw'>=</span> <span class='st'>"amox"</span>, <span class='kw'>ampi</span> <span class='kw'>=</span> <span class='st'>"ampi"</span>,
|
||||
<span class='kw'>azit</span> <span class='kw'>=</span> <span class='st'>"azit"</span>, <span class='kw'>azlo</span> <span class='kw'>=</span> <span class='st'>"azlo"</span>, <span class='kw'>aztr</span> <span class='kw'>=</span> <span class='st'>"aztr"</span>, <span class='kw'>cefa</span> <span class='kw'>=</span> <span class='st'>"cefa"</span>,
|
||||
<span class='kw'>cfep</span> <span class='kw'>=</span> <span class='st'>"cfep"</span>, <span class='kw'>cfot</span> <span class='kw'>=</span> <span class='st'>"cfot"</span>, <span class='kw'>cfox</span> <span class='kw'>=</span> <span class='st'>"cfox"</span>, <span class='kw'>cfra</span> <span class='kw'>=</span> <span class='st'>"cfra"</span>,
|
||||
<span class='kw'>cfta</span> <span class='kw'>=</span> <span class='st'>"cfta"</span>, <span class='kw'>cftr</span> <span class='kw'>=</span> <span class='st'>"cftr"</span>, <span class='kw'>cfur</span> <span class='kw'>=</span> <span class='st'>"cfur"</span>, <span class='kw'>chlo</span> <span class='kw'>=</span> <span class='st'>"chlo"</span>,
|
||||
<span class='kw'>cipr</span> <span class='kw'>=</span> <span class='st'>"cipr"</span>, <span class='kw'>clar</span> <span class='kw'>=</span> <span class='st'>"clar"</span>, <span class='kw'>clin</span> <span class='kw'>=</span> <span class='st'>"clin"</span>, <span class='kw'>clox</span> <span class='kw'>=</span> <span class='st'>"clox"</span>,
|
||||
<span class='kw'>coli</span> <span class='kw'>=</span> <span class='st'>"coli"</span>, <span class='kw'>czol</span> <span class='kw'>=</span> <span class='st'>"czol"</span>, <span class='kw'>dapt</span> <span class='kw'>=</span> <span class='st'>"dapt"</span>, <span class='kw'>doxy</span> <span class='kw'>=</span> <span class='st'>"doxy"</span>,
|
||||
<span class='kw'>erta</span> <span class='kw'>=</span> <span class='st'>"erta"</span>, <span class='kw'>eryt</span> <span class='kw'>=</span> <span class='st'>"eryt"</span>, <span class='kw'>fosf</span> <span class='kw'>=</span> <span class='st'>"fosf"</span>, <span class='kw'>fusi</span> <span class='kw'>=</span> <span class='st'>"fusi"</span>,
|
||||
<span class='kw'>gent</span> <span class='kw'>=</span> <span class='st'>"gent"</span>, <span class='kw'>imip</span> <span class='kw'>=</span> <span class='st'>"imip"</span>, <span class='kw'>kana</span> <span class='kw'>=</span> <span class='st'>"kana"</span>, <span class='kw'>levo</span> <span class='kw'>=</span> <span class='st'>"levo"</span>,
|
||||
<span class='kw'>linc</span> <span class='kw'>=</span> <span class='st'>"linc"</span>, <span class='kw'>line</span> <span class='kw'>=</span> <span class='st'>"line"</span>, <span class='kw'>mero</span> <span class='kw'>=</span> <span class='st'>"mero"</span>, <span class='kw'>mezl</span> <span class='kw'>=</span> <span class='st'>"mezl"</span>,
|
||||
<span class='kw'>mino</span> <span class='kw'>=</span> <span class='st'>"mino"</span>, <span class='kw'>moxi</span> <span class='kw'>=</span> <span class='st'>"moxi"</span>, <span class='kw'>nali</span> <span class='kw'>=</span> <span class='st'>"nali"</span>, <span class='kw'>neom</span> <span class='kw'>=</span> <span class='st'>"neom"</span>,
|
||||
<span class='kw'>neti</span> <span class='kw'>=</span> <span class='st'>"neti"</span>, <span class='kw'>nitr</span> <span class='kw'>=</span> <span class='st'>"nitr"</span>, <span class='kw'>norf</span> <span class='kw'>=</span> <span class='st'>"norf"</span>, <span class='kw'>novo</span> <span class='kw'>=</span> <span class='st'>"novo"</span>,
|
||||
<span class='kw'>oflo</span> <span class='kw'>=</span> <span class='st'>"oflo"</span>, <span class='kw'>oxac</span> <span class='kw'>=</span> <span class='st'>"oxac"</span>, <span class='kw'>peni</span> <span class='kw'>=</span> <span class='st'>"peni"</span>, <span class='kw'>pipe</span> <span class='kw'>=</span> <span class='st'>"pipe"</span>,
|
||||
<span class='kw'>pita</span> <span class='kw'>=</span> <span class='st'>"pita"</span>, <span class='kw'>poly</span> <span class='kw'>=</span> <span class='st'>"poly"</span>, <span class='kw'>pris</span> <span class='kw'>=</span> <span class='st'>"pris"</span>, <span class='kw'>qida</span> <span class='kw'>=</span> <span class='st'>"qida"</span>,
|
||||
<span class='kw'>rifa</span> <span class='kw'>=</span> <span class='st'>"rifa"</span>, <span class='kw'>roxi</span> <span class='kw'>=</span> <span class='st'>"roxi"</span>, <span class='kw'>siso</span> <span class='kw'>=</span> <span class='st'>"siso"</span>, <span class='kw'>teic</span> <span class='kw'>=</span> <span class='st'>"teic"</span>,
|
||||
<span class='kw'>tetr</span> <span class='kw'>=</span> <span class='st'>"tetr"</span>, <span class='kw'>tica</span> <span class='kw'>=</span> <span class='st'>"tica"</span>, <span class='kw'>tige</span> <span class='kw'>=</span> <span class='st'>"tige"</span>, <span class='kw'>tobr</span> <span class='kw'>=</span> <span class='st'>"tobr"</span>,
|
||||
<span class='kw'>trim</span> <span class='kw'>=</span> <span class='st'>"trim"</span>, <span class='kw'>trsu</span> <span class='kw'>=</span> <span class='st'>"trsu"</span>, <span class='kw'>vanc</span> <span class='kw'>=</span> <span class='st'>"vanc"</span>)
|
||||
<span class='kw'>amcl</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>amik</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>amox</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>ampi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>azit</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>azlo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>aztr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cefa</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfep</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>cfot</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfox</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfra</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>cfta</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cftr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfur</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>chlo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cipr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>clar</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>clin</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>clox</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>coli</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>czol</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>dapt</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>doxy</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>erta</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>eryt</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>fosf</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>fusi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>gent</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>imip</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>kana</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>levo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>linc</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>line</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>mero</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>mezl</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>mino</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>moxi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>nali</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>neom</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>neti</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>nitr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>norf</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>novo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>oflo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>oxac</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>peni</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>pipe</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>pita</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>poly</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>pris</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>qida</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>rifa</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>roxi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>siso</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>teic</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>tetr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>tica</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>tige</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>tobr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>trim</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>trsu</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>vanc</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>())
|
||||
|
||||
<span class='fu'>EUCAST_rules</span>(<span class='no'>...</span>)
|
||||
|
||||
@ -295,7 +300,7 @@
|
||||
<h2 class="hasAnchor" id="antibiotics"><a class="anchor" href="#antibiotics"></a>Antibiotics</h2>
|
||||
|
||||
|
||||
<p>To define antibiotics column names, input a text (case-insensitive) or use <code>NULL</code> to skip a column (e.g. <code>tica = NULL</code>). Non-existing columns will anyway be skipped with a warning.</p>
|
||||
<p>To define antibiotics column names, leave as it is to determine it automatically with <code><a href='guess_ab.html'>guess_ab</a></code> or input a text (case-insensitive) or use <code>NULL</code> to skip a column (e.g. <code>tica = NULL</code>). Non-existing columns will anyway be skipped with a warning.</p>
|
||||
<p>Abbrevations of the column containing antibiotics in the form: <strong>abbreviation</strong>: generic name (<em>ATC code</em>)</p>
|
||||
<p><strong>amcl</strong>: amoxicillin+clavulanic acid (<em>J01CR02</em>),
|
||||
<strong>amik</strong>: amikacin (<em>J01GB06</em>),
|
||||
|
||||
@ -361,11 +361,11 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/library'>library</a></span>(<span class='no'>dplyr</span>)
|
||||
<span class='co'># Filter on first isolates:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'>first_isolate</span>(<span class='no'>.</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'>first_isolate</span>(<span class='no'>.</span>,
|
||||
<span class='kw'>col_date</span> <span class='kw'>=</span> <span class='st'>"date"</span>,
|
||||
<span class='kw'>col_patient_id</span> <span class='kw'>=</span> <span class='st'>"patient_id"</span>,
|
||||
<span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='st'>"mo"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>)
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>)
|
||||
|
||||
<span class='co'># Which can be shortened to:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
@ -376,14 +376,14 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<span class='co'># Now let's see if first isolates matter:</span>
|
||||
<span class='no'>A</span> <span class='kw'><-</span> <span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>count</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>n_rsi</a></span>(<span class='no'>gent</span>), <span class='co'># gentamicin availability</span>
|
||||
<span class='fu'><a href='http://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='http://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>count</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>n_rsi</a></span>(<span class='no'>gent</span>), <span class='co'># gentamicin availability</span>
|
||||
<span class='kw'>resistance</span> <span class='kw'>=</span> <span class='fu'><a href='portion.html'>portion_IR</a></span>(<span class='no'>gent</span>)) <span class='co'># gentamicin resistance</span>
|
||||
|
||||
<span class='no'>B</span> <span class='kw'><-</span> <span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'>filter_first_weighted_isolate</span>() <span class='kw'>%>%</span> <span class='co'># the 1st isolate filter</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>count</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>n_rsi</a></span>(<span class='no'>gent</span>), <span class='co'># gentamicin availability</span>
|
||||
<span class='fu'><a href='http://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='http://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>count</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>n_rsi</a></span>(<span class='no'>gent</span>), <span class='co'># gentamicin availability</span>
|
||||
<span class='kw'>resistance</span> <span class='kw'>=</span> <span class='fu'><a href='portion.html'>portion_IR</a></span>(<span class='no'>gent</span>)) <span class='co'># gentamicin resistance</span>
|
||||
|
||||
<span class='co'># Have a look at A and B.</span>
|
||||
|
||||
@ -378,34 +378,34 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<span class='co'># you could also use `select` or `pull` to get your variables</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>hospital_id</span> <span class='kw'>==</span> <span class='st'>"A"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>mo</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>hospital_id</span> <span class='kw'>==</span> <span class='st'>"A"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>mo</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>()
|
||||
|
||||
|
||||
<span class='co'># multiple selected variables will be pasted together</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='no'>left_join_microorganisms</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>hospital_id</span> <span class='kw'>==</span> <span class='st'>"A"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>hospital_id</span> <span class='kw'>==</span> <span class='st'>"A"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>(<span class='no'>genus</span>, <span class='no'>species</span>)
|
||||
|
||||
|
||||
<span class='co'># group a variable and analyse another</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>(<span class='no'>gender</span>)
|
||||
|
||||
|
||||
<span class='co'># get top 10 bugs of hospital A as a vector</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>hospital_id</span> <span class='kw'>==</span> <span class='st'>"A"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>hospital_id</span> <span class='kw'>==</span> <span class='st'>"A"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>(<span class='no'>mo</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>top_freq</span>(<span class='fl'>10</span>)
|
||||
|
||||
|
||||
<span class='co'># save frequency table to an object</span>
|
||||
<span class='no'>years</span> <span class='kw'><-</span> <span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>year</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/format'>format</a></span>(<span class='no'>date</span>, <span class='st'>"%Y"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>year</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/format'>format</a></span>(<span class='no'>date</span>, <span class='st'>"%Y"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>(<span class='no'>year</span>)
|
||||
|
||||
|
||||
@ -456,11 +456,11 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='co'># only get selected columns</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>item</span>, <span class='no'>percent</span>)
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>item</span>, <span class='no'>percent</span>)
|
||||
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'>freq</span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(-<span class='no'>count</span>, -<span class='no'>cum_count</span>)
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(-<span class='no'>count</span>, -<span class='no'>cum_count</span>)
|
||||
|
||||
|
||||
<span class='co'># check differences between frequency tables</span>
|
||||
|
||||
@ -216,7 +216,7 @@
|
||||
|
||||
<div class="ref-description">
|
||||
|
||||
<p>Use these functions to create bar plots for antimicrobial resistance analysis. All functions rely on internal <code><a href='https://www.rdocumentation.org/packages/ggplot2/topics/ggplot'>ggplot</a></code> functions.</p>
|
||||
<p>Use these functions to create bar plots for antimicrobial resistance analysis. All functions rely on internal <code><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</a></code> functions.</p>
|
||||
|
||||
</div>
|
||||
|
||||
@ -307,10 +307,10 @@
|
||||
<p>At default, the names of antibiotics will be shown on the plots using <code><a href='abname.html'>abname</a></code>. This can be set with the option <code>get_antibiotic_names</code> (a logical value), so change it e.g. to <code>FALSE</code> with <code><a href='https://www.rdocumentation.org/packages/base/topics/options'>options(get_antibiotic_names = FALSE)</a></code>.</p>
|
||||
<p><strong>The functions</strong><br />
|
||||
<code>geom_rsi</code> will take any variable from the data that has an <code>rsi</code> class (created with <code><a href='as.rsi.html'>as.rsi</a></code>) using <code>fun</code> (<code><a href='count.html'>count_df</a></code> at default, can also be <code><a href='portion.html'>portion_df</a></code>) and will plot bars with the percentage R, I and S. The default behaviour is to have the bars stacked and to have the different antibiotics on the x axis.</p>
|
||||
<p><code>facet_rsi</code> creates 2d plots (at default based on S/I/R) using <code><a href='https://www.rdocumentation.org/packages/ggplot2/topics/facet_wrap'>facet_wrap</a></code>.</p>
|
||||
<p><code>facet_rsi</code> creates 2d plots (at default based on S/I/R) using <code><a href='https://ggplot2.tidyverse.org/reference/facet_wrap.html'>facet_wrap</a></code>.</p>
|
||||
<p><code>scale_y_percent</code> transforms the y axis to a 0 to 100% range using <code>scale_continuous</code>.</p>
|
||||
<p><code>scale_rsi_colours</code> sets colours to the bars: green for S, yellow for I and red for R, using <code>scale_brewer</code>.</p>
|
||||
<p><code>theme_rsi</code> is a <code>ggplot <a href='https://www.rdocumentation.org/packages/ggplot2/topics/theme'>theme</a></code> with minimal distraction.</p>
|
||||
<p><code>theme_rsi</code> is a <code>ggplot <a href='https://ggplot2.tidyverse.org/reference/theme.html'>theme</a></code> with minimal distraction.</p>
|
||||
<p><code>labels_rsi_count</code> print datalabels on the bars with percentage and amount of isolates using <code><a href='https://ggplot2.tidyverse.org/reference/geom_text.html'>geom_text</a></code></p>
|
||||
<p><code>ggplot_rsi</code> is a wrapper around all above functions that uses data as first input. This makes it possible to use this function after a pipe (<code>%>%</code>). See Examples.</p>
|
||||
|
||||
@ -327,12 +327,12 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/library'>library</a></span>(<span class='no'>ggplot2</span>)
|
||||
|
||||
<span class='co'># get antimicrobial results for drugs against a UTI:</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/ggplot'>ggplot</a></span>(<span class='no'>septic_patients</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>)) +
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</a></span>(<span class='no'>septic_patients</span> <span class='kw'>%>%</span> <span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>)) +
|
||||
<span class='fu'>geom_rsi</span>()
|
||||
|
||||
<span class='co'># prettify the plot using some additional functions:</span>
|
||||
<span class='no'>df</span> <span class='kw'><-</span> <span class='no'>septic_patients</span>[, <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"amox"</span>, <span class='st'>"nitr"</span>, <span class='st'>"fosf"</span>, <span class='st'>"trim"</span>, <span class='st'>"cipr"</span>)]
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/ggplot'>ggplot</a></span>(<span class='no'>df</span>) +
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</a></span>(<span class='no'>df</span>) +
|
||||
<span class='fu'>geom_rsi</span>() +
|
||||
<span class='fu'>scale_y_percent</span>() +
|
||||
<span class='fu'>scale_rsi_colours</span>() +
|
||||
@ -341,17 +341,17 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<span class='co'># or better yet, simplify this using the wrapper function - a single command:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>()
|
||||
|
||||
<span class='co'># get only portions and no counts:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>(<span class='kw'>fun</span> <span class='kw'>=</span> <span class='no'>portion_df</span>)
|
||||
|
||||
<span class='co'># add other ggplot2 parameters as you like:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>(<span class='kw'>width</span> <span class='kw'>=</span> <span class='fl'>0.5</span>,
|
||||
<span class='kw'>colour</span> <span class='kw'>=</span> <span class='st'>"black"</span>,
|
||||
<span class='kw'>size</span> <span class='kw'>=</span> <span class='fl'>1</span>,
|
||||
@ -360,56 +360,56 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<span class='co'># resistance of ciprofloxacine per age group</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='no'>mo</span> <span class='kw'>==</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"E. coli"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='co'># `age_group` is also a function of this package:</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='kw'>age_group</span> <span class='kw'>=</span> <span class='fu'><a href='age_groups.html'>age_groups</a></span>(<span class='no'>age</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>age_group</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='kw'>age_group</span> <span class='kw'>=</span> <span class='fu'><a href='age_groups.html'>age_groups</a></span>(<span class='no'>age</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>age_group</span>,
|
||||
<span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='st'>"age_group"</span>)
|
||||
<span class='co'># }</span><span class='co'># NOT RUN {</span>
|
||||
<span class='co'># for colourblind mode, use divergent colours from the viridis package:</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>() + <span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/scale_viridis'>scale_fill_viridis_d</a></span>()
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>() + <span class='fu'><a href='https://ggplot2.tidyverse.org/reference/scale_viridis.html'>scale_fill_viridis_d</a></span>()
|
||||
|
||||
|
||||
<span class='co'># it also supports groups (don't forget to use the group var on `x` or `facet`):</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>amox</span>, <span class='no'>nitr</span>, <span class='no'>fosf</span>, <span class='no'>trim</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>ggplot_rsi</span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='no'>hospital_id</span>,
|
||||
<span class='kw'>facet</span> <span class='kw'>=</span> <span class='no'>Antibiotic</span>,
|
||||
<span class='kw'>nrow</span> <span class='kw'>=</span> <span class='fl'>1</span>) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/labs'>labs</a></span>(<span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"AMR of Anti-UTI Drugs Per Hospital"</span>,
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/labs.html'>labs</a></span>(<span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"AMR of Anti-UTI Drugs Per Hospital"</span>,
|
||||
<span class='kw'>x</span> <span class='kw'>=</span> <span class='st'>"Hospital"</span>)
|
||||
|
||||
<span class='co'># genuine analysis: check 2 most prevalent microorganisms</span>
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='co'># create new bacterial ID's, with all CoNS under the same group (Becker et al.)</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='no'>mo</span>, <span class='kw'>Becker</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='no'>mo</span>, <span class='kw'>Becker</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)) <span class='kw'>%>%</span>
|
||||
<span class='co'># filter on top three bacterial ID's</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>mo</span> <span class='kw'>%in%</span> <span class='fu'><a href='freq.html'>top_freq</a></span>(<span class='fu'><a href='freq.html'>freq</a></span>(<span class='no'>.</span>$<span class='no'>mo</span>), <span class='fl'>3</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>mo</span> <span class='kw'>%in%</span> <span class='fu'><a href='freq.html'>top_freq</a></span>(<span class='fu'><a href='freq.html'>freq</a></span>(<span class='no'>.</span>$<span class='no'>mo</span>), <span class='fl'>3</span>)) <span class='kw'>%>%</span>
|
||||
<span class='co'># determine first isolates</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>,
|
||||
<span class='kw'>col_date</span> <span class='kw'>=</span> <span class='st'>"date"</span>,
|
||||
<span class='kw'>col_patient_id</span> <span class='kw'>=</span> <span class='st'>"patient_id"</span>,
|
||||
<span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='st'>"mo"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='co'># filter on first isolates</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>) <span class='kw'>%>%</span>
|
||||
<span class='co'># get short MO names (like "E. coli")</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'><a href='mo_property.html'>mo_shortname</a></span>(<span class='no'>mo</span>, <span class='kw'>Becker</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'><a href='mo_property.html'>mo_shortname</a></span>(<span class='no'>mo</span>, <span class='kw'>Becker</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)) <span class='kw'>%>%</span>
|
||||
<span class='co'># select this short name and some antiseptic drugs</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>mo</span>, <span class='no'>cfur</span>, <span class='no'>gent</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>mo</span>, <span class='no'>cfur</span>, <span class='no'>gent</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='co'># group by MO</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>mo</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='no'>mo</span>) <span class='kw'>%>%</span>
|
||||
<span class='co'># plot the thing, putting MOs on the facet</span>
|
||||
<span class='fu'>ggplot_rsi</span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='no'>Antibiotic</span>,
|
||||
<span class='kw'>facet</span> <span class='kw'>=</span> <span class='no'>mo</span>,
|
||||
<span class='kw'>translate_ab</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
|
||||
<span class='kw'>nrow</span> <span class='kw'>=</span> <span class='fl'>1</span>) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/labs'>labs</a></span>(<span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"AMR of Top Three Microorganisms In Blood Culture Isolates"</span>,
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/labs.html'>labs</a></span>(<span class='kw'>title</span> <span class='kw'>=</span> <span class='st'>"AMR of Top Three Microorganisms In Blood Culture Isolates"</span>,
|
||||
<span class='kw'>subtitle</span> <span class='kw'>=</span> <span class='st'>"Only First Isolates, CoNS grouped according to Becker et al. (2014)"</span>,
|
||||
<span class='kw'>x</span> <span class='kw'>=</span> <span class='st'>"Microorganisms"</span>)
|
||||
<span class='co'># }</span></pre>
|
||||
|
||||
293
docs/reference/guess_ab.html
Normal file
293
docs/reference/guess_ab.html
Normal file
@ -0,0 +1,293 @@
|
||||
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<a class="navbar-link" href="../index.html">AMR (for R)</a>
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<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">0.5.0.9009</span>
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Conduct AMR analysis
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<span class="fa fa-dice"></span>
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||||
Predict antimicrobial resistance
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Apply EUCAST rules
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Get properties of a microorganism
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|
||||
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||||
Get properties of an antibiotic
|
||||
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|
||||
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||||
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|
||||
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||||
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Create frequency tables
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||||
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>Guess antibiotic column</h1>
|
||||
|
||||
<div class="hidden name"><code>guess_ab.Rd</code></div>
|
||||
</div>
|
||||
|
||||
<div class="ref-description">
|
||||
|
||||
<p>This tries to find a column name in a data set based on information from the <code><a href='antibiotics.html'>antibiotics</a></code> data set.</p>
|
||||
|
||||
</div>
|
||||
|
||||
<pre class="usage"><span class='fu'>guess_ab</span>(<span class='kw'>tbl</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>col</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>verbose</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>tbl</th>
|
||||
<td><p>a <code>data.frame</code></p></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<th>col</th>
|
||||
<td><p>a character to look for</p></td>
|
||||
</tr>
|
||||
<tr>
|
||||
<th>verbose</th>
|
||||
<td><p>a logical to indicate whether additional info should be printed</p></td>
|
||||
</tr>
|
||||
</table>
|
||||
|
||||
<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><img src='figures/logo.png' height=40px style=margin-bottom:5px /> <br />
|
||||
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 omprehensive tutorial</a> about how to conduct AMR analysis and find <a href='https://msberends.gitlab.io/AMR/reference'>the complete documentation of all functions</a>, which reads a lot easier than in R.</p>
|
||||
|
||||
|
||||
</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="#read-more-on-our-website-">Read more on our website!</a></li>
|
||||
</ul>
|
||||
|
||||
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||||
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|
||||
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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/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>
|
||||
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|
||||
<div class="pkgdown">
|
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<p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.3.0.</p>
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</footer>
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<script src="https://cdnjs.cloudflare.com/ajax/libs/docsearch.js/2.6.1/docsearch.min.js" integrity="sha256-GKvGqXDznoRYHCwKXGnuchvKSwmx9SRMrZOTh2g4Sb0=" crossorigin="anonymous"></script>
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<script>
|
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docsearch({
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|
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|
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apiKey: 'f737050abfd4d726c63938e18f8c496e',
|
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indexName: 'amr',
|
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inputSelector: 'input#search-input.form-control',
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transformData: function(hits) {
|
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return hits.map(function (hit) {
|
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hit.url = updateHitURL(hit);
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||||
@ -240,7 +240,8 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<pre class="examples"><span class='co'># NOT RUN {</span>
|
||||
<span class='co'># Get a note when a species was renamed</span>
|
||||
<span class='fu'><a href='mo_property.html'>mo_shortname</a></span>(<span class='st'>"Chlamydia psittaci"</span>)
|
||||
<span class='co'># Note: 'Chlamydia psittaci' (Page, 1968) was renamed 'Chlamydophila psittaci' (Everett et al., 1999)</span>
|
||||
<span class='co'># Note: 'Chlamydia psittaci' (Page, 1968) was renamed </span>
|
||||
<span class='co'># 'Chlamydophila psittaci' (Everett et al., 1999)</span>
|
||||
<span class='co'># [1] "C. psittaci"</span>
|
||||
|
||||
<span class='co'># Get any property from the entire taxonomic tree for all included species</span>
|
||||
|
||||
@ -220,13 +220,17 @@
|
||||
|
||||
</div>
|
||||
|
||||
<pre class="usage"><span class='fu'>key_antibiotics</span>(<span class='no'>tbl</span>, <span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>universal_1</span> <span class='kw'>=</span> <span class='st'>"amox"</span>,
|
||||
<span class='kw'>universal_2</span> <span class='kw'>=</span> <span class='st'>"amcl"</span>, <span class='kw'>universal_3</span> <span class='kw'>=</span> <span class='st'>"cfur"</span>, <span class='kw'>universal_4</span> <span class='kw'>=</span> <span class='st'>"pita"</span>,
|
||||
<span class='kw'>universal_5</span> <span class='kw'>=</span> <span class='st'>"cipr"</span>, <span class='kw'>universal_6</span> <span class='kw'>=</span> <span class='st'>"trsu"</span>, <span class='kw'>GramPos_1</span> <span class='kw'>=</span> <span class='st'>"vanc"</span>,
|
||||
<span class='kw'>GramPos_2</span> <span class='kw'>=</span> <span class='st'>"teic"</span>, <span class='kw'>GramPos_3</span> <span class='kw'>=</span> <span class='st'>"tetr"</span>, <span class='kw'>GramPos_4</span> <span class='kw'>=</span> <span class='st'>"eryt"</span>,
|
||||
<span class='kw'>GramPos_5</span> <span class='kw'>=</span> <span class='st'>"oxac"</span>, <span class='kw'>GramPos_6</span> <span class='kw'>=</span> <span class='st'>"rifa"</span>, <span class='kw'>GramNeg_1</span> <span class='kw'>=</span> <span class='st'>"gent"</span>,
|
||||
<span class='kw'>GramNeg_2</span> <span class='kw'>=</span> <span class='st'>"tobr"</span>, <span class='kw'>GramNeg_3</span> <span class='kw'>=</span> <span class='st'>"coli"</span>, <span class='kw'>GramNeg_4</span> <span class='kw'>=</span> <span class='st'>"cfot"</span>,
|
||||
<span class='kw'>GramNeg_5</span> <span class='kw'>=</span> <span class='st'>"cfta"</span>, <span class='kw'>GramNeg_6</span> <span class='kw'>=</span> <span class='st'>"mero"</span>, <span class='kw'>warnings</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)
|
||||
<pre class="usage"><span class='fu'>key_antibiotics</span>(<span class='no'>tbl</span>, <span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>universal_1</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"amox"</span>), <span class='kw'>universal_2</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"amcl"</span>),
|
||||
<span class='kw'>universal_3</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"cfur"</span>), <span class='kw'>universal_4</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"pita"</span>), <span class='kw'>universal_5</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"cipr"</span>),
|
||||
<span class='kw'>universal_6</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"trsu"</span>), <span class='kw'>GramPos_1</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"vanc"</span>), <span class='kw'>GramPos_2</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"teic"</span>), <span class='kw'>GramPos_3</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"tetr"</span>), <span class='kw'>GramPos_4</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"eryt"</span>), <span class='kw'>GramPos_5</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"oxac"</span>), <span class='kw'>GramPos_6</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"rifa"</span>), <span class='kw'>GramNeg_1</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"gent"</span>), <span class='kw'>GramNeg_2</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"tobr"</span>), <span class='kw'>GramNeg_3</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"coli"</span>), <span class='kw'>GramNeg_4</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"cfot"</span>), <span class='kw'>GramNeg_5</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>,
|
||||
<span class='st'>"cfta"</span>), <span class='kw'>GramNeg_6</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(<span class='no'>tbl</span>, <span class='st'>"mero"</span>), <span class='kw'>warnings</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='no'>...</span>)
|
||||
|
||||
<span class='fu'>key_antibiotics_equal</span>(<span class='no'>x</span>, <span class='no'>y</span>, <span class='kw'>type</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='st'>"keyantibiotics"</span>, <span class='st'>"points"</span>),
|
||||
<span class='kw'>ignore_I</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>, <span class='kw'>points_threshold</span> <span class='kw'>=</span> <span class='fl'>2</span>, <span class='kw'>info</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)</pre>
|
||||
@ -320,8 +324,8 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/library'>library</a></span>(<span class='no'>dplyr</span>)
|
||||
<span class='co'># set key antibiotics to a new variable</span>
|
||||
<span class='no'>my_patients</span> <span class='kw'><-</span> <span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>keyab</span> <span class='kw'>=</span> <span class='fu'>key_antibiotics</span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>keyab</span> <span class='kw'>=</span> <span class='fu'>key_antibiotics</span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(
|
||||
<span class='co'># now calculate first isolates</span>
|
||||
<span class='kw'>first_regular</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>, <span class='kw'>col_keyantibiotics</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>),
|
||||
<span class='co'># and first WEIGHTED isolates</span>
|
||||
|
||||
@ -288,7 +288,7 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<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='join.html'>left_join_microorganisms</a></span>() <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>genus</span> <span class='kw'>%like%</span> <span class='st'>'^ent'</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>genus</span> <span class='kw'>%like%</span> <span class='st'>'^ent'</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='freq.html'>freq</a></span>(<span class='no'>genus</span>, <span class='no'>species</span>)
|
||||
<span class='co'># }</span></pre>
|
||||
</div>
|
||||
|
||||
@ -221,21 +221,26 @@
|
||||
</div>
|
||||
|
||||
<pre class="usage"><span class='fu'>mdro</span>(<span class='no'>tbl</span>, <span class='kw'>country</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>, <span class='kw'>info</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>,
|
||||
<span class='kw'>amcl</span> <span class='kw'>=</span> <span class='st'>"amcl"</span>, <span class='kw'>amik</span> <span class='kw'>=</span> <span class='st'>"amik"</span>, <span class='kw'>amox</span> <span class='kw'>=</span> <span class='st'>"amox"</span>, <span class='kw'>ampi</span> <span class='kw'>=</span> <span class='st'>"ampi"</span>,
|
||||
<span class='kw'>azit</span> <span class='kw'>=</span> <span class='st'>"azit"</span>, <span class='kw'>aztr</span> <span class='kw'>=</span> <span class='st'>"aztr"</span>, <span class='kw'>cefa</span> <span class='kw'>=</span> <span class='st'>"cefa"</span>, <span class='kw'>cfra</span> <span class='kw'>=</span> <span class='st'>"cfra"</span>,
|
||||
<span class='kw'>cfep</span> <span class='kw'>=</span> <span class='st'>"cfep"</span>, <span class='kw'>cfot</span> <span class='kw'>=</span> <span class='st'>"cfot"</span>, <span class='kw'>cfox</span> <span class='kw'>=</span> <span class='st'>"cfox"</span>, <span class='kw'>cfta</span> <span class='kw'>=</span> <span class='st'>"cfta"</span>,
|
||||
<span class='kw'>cftr</span> <span class='kw'>=</span> <span class='st'>"cftr"</span>, <span class='kw'>cfur</span> <span class='kw'>=</span> <span class='st'>"cfur"</span>, <span class='kw'>chlo</span> <span class='kw'>=</span> <span class='st'>"chlo"</span>, <span class='kw'>cipr</span> <span class='kw'>=</span> <span class='st'>"cipr"</span>,
|
||||
<span class='kw'>clar</span> <span class='kw'>=</span> <span class='st'>"clar"</span>, <span class='kw'>clin</span> <span class='kw'>=</span> <span class='st'>"clin"</span>, <span class='kw'>clox</span> <span class='kw'>=</span> <span class='st'>"clox"</span>, <span class='kw'>coli</span> <span class='kw'>=</span> <span class='st'>"coli"</span>,
|
||||
<span class='kw'>czol</span> <span class='kw'>=</span> <span class='st'>"czol"</span>, <span class='kw'>dapt</span> <span class='kw'>=</span> <span class='st'>"dapt"</span>, <span class='kw'>doxy</span> <span class='kw'>=</span> <span class='st'>"doxy"</span>, <span class='kw'>erta</span> <span class='kw'>=</span> <span class='st'>"erta"</span>,
|
||||
<span class='kw'>eryt</span> <span class='kw'>=</span> <span class='st'>"eryt"</span>, <span class='kw'>fosf</span> <span class='kw'>=</span> <span class='st'>"fosf"</span>, <span class='kw'>fusi</span> <span class='kw'>=</span> <span class='st'>"fusi"</span>, <span class='kw'>gent</span> <span class='kw'>=</span> <span class='st'>"gent"</span>,
|
||||
<span class='kw'>imip</span> <span class='kw'>=</span> <span class='st'>"imip"</span>, <span class='kw'>kana</span> <span class='kw'>=</span> <span class='st'>"kana"</span>, <span class='kw'>levo</span> <span class='kw'>=</span> <span class='st'>"levo"</span>, <span class='kw'>linc</span> <span class='kw'>=</span> <span class='st'>"linc"</span>,
|
||||
<span class='kw'>line</span> <span class='kw'>=</span> <span class='st'>"line"</span>, <span class='kw'>mero</span> <span class='kw'>=</span> <span class='st'>"mero"</span>, <span class='kw'>metr</span> <span class='kw'>=</span> <span class='st'>"metr"</span>, <span class='kw'>mino</span> <span class='kw'>=</span> <span class='st'>"mino"</span>,
|
||||
<span class='kw'>moxi</span> <span class='kw'>=</span> <span class='st'>"moxi"</span>, <span class='kw'>nali</span> <span class='kw'>=</span> <span class='st'>"nali"</span>, <span class='kw'>neom</span> <span class='kw'>=</span> <span class='st'>"neom"</span>, <span class='kw'>neti</span> <span class='kw'>=</span> <span class='st'>"neti"</span>,
|
||||
<span class='kw'>nitr</span> <span class='kw'>=</span> <span class='st'>"nitr"</span>, <span class='kw'>novo</span> <span class='kw'>=</span> <span class='st'>"novo"</span>, <span class='kw'>norf</span> <span class='kw'>=</span> <span class='st'>"norf"</span>, <span class='kw'>oflo</span> <span class='kw'>=</span> <span class='st'>"oflo"</span>,
|
||||
<span class='kw'>peni</span> <span class='kw'>=</span> <span class='st'>"peni"</span>, <span class='kw'>pipe</span> <span class='kw'>=</span> <span class='st'>"pipe"</span>, <span class='kw'>pita</span> <span class='kw'>=</span> <span class='st'>"pita"</span>, <span class='kw'>poly</span> <span class='kw'>=</span> <span class='st'>"poly"</span>,
|
||||
<span class='kw'>qida</span> <span class='kw'>=</span> <span class='st'>"qida"</span>, <span class='kw'>rifa</span> <span class='kw'>=</span> <span class='st'>"rifa"</span>, <span class='kw'>roxi</span> <span class='kw'>=</span> <span class='st'>"roxi"</span>, <span class='kw'>siso</span> <span class='kw'>=</span> <span class='st'>"siso"</span>,
|
||||
<span class='kw'>teic</span> <span class='kw'>=</span> <span class='st'>"teic"</span>, <span class='kw'>tetr</span> <span class='kw'>=</span> <span class='st'>"tetr"</span>, <span class='kw'>tica</span> <span class='kw'>=</span> <span class='st'>"tica"</span>, <span class='kw'>tige</span> <span class='kw'>=</span> <span class='st'>"tige"</span>,
|
||||
<span class='kw'>tobr</span> <span class='kw'>=</span> <span class='st'>"tobr"</span>, <span class='kw'>trim</span> <span class='kw'>=</span> <span class='st'>"trim"</span>, <span class='kw'>trsu</span> <span class='kw'>=</span> <span class='st'>"trsu"</span>, <span class='kw'>vanc</span> <span class='kw'>=</span> <span class='st'>"vanc"</span>)
|
||||
<span class='kw'>amcl</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>amik</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>amox</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>ampi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>azit</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>aztr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>cefa</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfra</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfep</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>cfot</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfox</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfta</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>cftr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>cfur</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>chlo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>cipr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>clar</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>clin</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>clox</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>coli</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>czol</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>dapt</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>doxy</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>erta</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>eryt</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>fosf</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>fusi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>gent</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>imip</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>kana</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>levo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>linc</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>line</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>mero</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>metr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>mino</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>moxi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>nali</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>neom</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>neti</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>nitr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>novo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>norf</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>oflo</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>peni</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>pipe</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>pita</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>poly</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>qida</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>rifa</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>roxi</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>siso</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>teic</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>tetr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>tica</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>tige</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>tobr</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(),
|
||||
<span class='kw'>trim</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>trsu</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>(), <span class='kw'>vanc</span> <span class='kw'>=</span> <span class='fu'><a href='guess_ab.html'>guess_ab</a></span>())
|
||||
|
||||
<span class='fu'>brmo</span>(<span class='no'>...</span>, <span class='kw'>country</span> <span class='kw'>=</span> <span class='st'>"nl"</span>)
|
||||
|
||||
@ -519,7 +524,7 @@
|
||||
<h2 class="hasAnchor" id="antibiotics"><a class="anchor" href="#antibiotics"></a>Antibiotics</h2>
|
||||
|
||||
|
||||
<p>To define antibiotics column names, input a text (case-insensitive) or use <code>NULL</code> to skip a column (e.g. <code>tica = NULL</code>). Non-existing columns will anyway be skipped with a warning.</p>
|
||||
<p>To define antibiotics column names, leave as it is to determine it automatically with <code><a href='guess_ab.html'>guess_ab</a></code> or input a text (case-insensitive) or use <code>NULL</code> to skip a column (e.g. <code>tica = NULL</code>). Non-existing columns will anyway be skipped with a warning.</p>
|
||||
<p>Abbrevations of the column containing antibiotics in the form: <strong>abbreviation</strong>: generic name (<em>ATC code</em>)</p>
|
||||
<p><strong>amcl</strong>: amoxicillin+clavulanic acid (<em>J01CR02</em>),
|
||||
<strong>amik</strong>: amikacin (<em>J01GB06</em>),
|
||||
@ -596,7 +601,7 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<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://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>EUCAST</span> <span class='kw'>=</span> <span class='fu'>mdro</span>(<span class='no'>.</span>),
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>EUCAST</span> <span class='kw'>=</span> <span class='fu'>mdro</span>(<span class='no'>.</span>),
|
||||
<span class='kw'>BRMO</span> <span class='kw'>=</span> <span class='fu'>brmo</span>(<span class='no'>.</span>))
|
||||
<span class='co'># }</span></pre>
|
||||
</div>
|
||||
|
||||
@ -333,17 +333,17 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span> <span class='fu'>portion_SI</span>(<span class='no'>amox</span>)
|
||||
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>cipr</span>),
|
||||
<span class='fu'><a href='http://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='http://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>cipr</span>),
|
||||
<span class='kw'>n</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>n_rsi</a></span>(<span class='no'>cipr</span>)) <span class='co'># n_rsi works like n_distinct in dplyr</span>
|
||||
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>R</span> <span class='kw'>=</span> <span class='fu'>portion_R</span>(<span class='no'>cipr</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='fu'><a href='http://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='http://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>R</span> <span class='kw'>=</span> <span class='fu'>portion_R</span>(<span class='no'>cipr</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='kw'>I</span> <span class='kw'>=</span> <span class='fu'>portion_I</span>(<span class='no'>cipr</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='kw'>S</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>cipr</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='kw'>n</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>n_rsi</a></span>(<span class='no'>cipr</span>), <span class='co'># works like n_distinct in dplyr</span>
|
||||
<span class='kw'>total</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/n'>n</a></span>()) <span class='co'># NOT the amount of tested isolates!</span>
|
||||
<span class='kw'>total</span> <span class='kw'>=</span> <span class='fu'><a href='http://dplyr.tidyverse.org/reference/n.html'>n</a></span>()) <span class='co'># NOT the amount of tested isolates!</span>
|
||||
|
||||
<span class='co'># Calculate 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>
|
||||
@ -358,8 +358,8 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
|
||||
<span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>cipro_p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>cipr</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='fu'><a href='http://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='http://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>cipro_p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>cipr</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='kw'>cipro_n</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>count_all</a></span>(<span class='no'>cipr</span>),
|
||||
<span class='kw'>genta_p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>gent</span>, <span class='kw'>as_percent</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>),
|
||||
<span class='kw'>genta_n</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>count_all</a></span>(<span class='no'>gent</span>),
|
||||
@ -368,22 +368,22 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
|
||||
<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://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>portion_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://www.rdocumentation.org/packages/dplyr/topics/select'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/group_by'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/select.html'>select</a></span>(<span class='no'>hospital_id</span>, <span class='no'>amox</span>, <span class='no'>cipr</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/group_by.html'>group_by</a></span>(<span class='no'>hospital_id</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>portion_df</span>(<span class='kw'>translate</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>)
|
||||
|
||||
|
||||
<span class='co'># }</span><span class='co'># NOT RUN {</span>
|
||||
<span class='co'># calculate current empiric combination therapy of Helicobacter gastritis:</span>
|
||||
<span class='no'>my_table</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='no'>genus</span> <span class='kw'>==</span> <span class='st'>"Helicobacter"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/summarise'>summarise</a></span>(<span class='kw'>p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>amox</span>, <span class='no'>metr</span>), <span class='co'># amoxicillin with metronidazole</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/summarise.html'>summarise</a></span>(<span class='kw'>p</span> <span class='kw'>=</span> <span class='fu'>portion_S</span>(<span class='no'>amox</span>, <span class='no'>metr</span>), <span class='co'># amoxicillin with metronidazole</span>
|
||||
<span class='kw'>n</span> <span class='kw'>=</span> <span class='fu'><a href='count.html'>count_all</a></span>(<span class='no'>amox</span>, <span class='no'>metr</span>))
|
||||
<span class='co'># }</span></pre>
|
||||
</div>
|
||||
|
||||
@ -311,7 +311,7 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='co'># or use dplyr so you can actually read it:</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'>tbl</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>,
|
||||
<span class='no'>genus</span> <span class='kw'>==</span> <span class='st'>"Haemophilus"</span>) <span class='kw'>%>%</span>
|
||||
<span class='fu'>resistance_predict</span>(<span class='no'>amcl</span>, <span class='no'>date</span>)
|
||||
<span class='co'># }</span><span class='co'># NOT RUN {</span>
|
||||
@ -322,9 +322,9 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='co'># get bacteria properties like genus and species</span>
|
||||
<span class='fu'><a href='join.html'>left_join_microorganisms</a></span>(<span class='st'>"mo"</span>) <span class='kw'>%>%</span>
|
||||
<span class='co'># calculate first isolates</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/mutate'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='kw'>first_isolate</span> <span class='kw'>=</span> <span class='fu'><a href='first_isolate.html'>first_isolate</a></span>(<span class='no'>.</span>)) <span class='kw'>%>%</span>
|
||||
<span class='co'># filter on first E. coli isolates</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>genus</span> <span class='kw'>==</span> <span class='st'>"Escherichia"</span>,
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>genus</span> <span class='kw'>==</span> <span class='st'>"Escherichia"</span>,
|
||||
<span class='no'>species</span> <span class='kw'>==</span> <span class='st'>"coli"</span>,
|
||||
<span class='no'>first_isolate</span> <span class='kw'>==</span> <span class='fl'>TRUE</span>) <span class='kw'>%>%</span>
|
||||
<span class='co'># predict resistance of cefotaxime for next years</span>
|
||||
@ -338,27 +338,27 @@ On our website <a href='https://msberends.gitlab.io/AMR'>https://msberends.gitla
|
||||
<span class='kw'>if</span> (!<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/library'>require</a></span>(<span class='no'>ggplot2</span>)) {
|
||||
|
||||
<span class='no'>data</span> <span class='kw'><-</span> <span class='no'>septic_patients</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/dplyr/topics/filter'>filter</a></span>(<span class='no'>mo</span> <span class='kw'>==</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"E. coli"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='http://dplyr.tidyverse.org/reference/filter.html'>filter</a></span>(<span class='no'>mo</span> <span class='kw'>==</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"E. coli"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'>resistance_predict</span>(<span class='kw'>col_ab</span> <span class='kw'>=</span> <span class='st'>"amox"</span>,
|
||||
<span class='kw'>col_date</span> <span class='kw'>=</span> <span class='st'>"date"</span>,
|
||||
<span class='kw'>info</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
|
||||
<span class='kw'>minimum</span> <span class='kw'>=</span> <span class='fl'>15</span>)
|
||||
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/ggplot'>ggplot</a></span>(<span class='no'>data</span>,
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/aes'>aes</a></span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='no'>year</span>)) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/geom_bar'>geom_col</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/aes'>aes</a></span>(<span class='kw'>y</span> <span class='kw'>=</span> <span class='no'>value</span>),
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggplot.html'>ggplot</a></span>(<span class='no'>data</span>,
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/aes.html'>aes</a></span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='no'>year</span>)) +
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/geom_bar.html'>geom_col</a></span>(<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/aes.html'>aes</a></span>(<span class='kw'>y</span> <span class='kw'>=</span> <span class='no'>value</span>),
|
||||
<span class='kw'>fill</span> <span class='kw'>=</span> <span class='st'>"grey75"</span>) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/geom_linerange'>geom_errorbar</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/aes'>aes</a></span>(<span class='kw'>ymin</span> <span class='kw'>=</span> <span class='no'>se_min</span>,
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/geom_linerange.html'>geom_errorbar</a></span>(<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/aes.html'>aes</a></span>(<span class='kw'>ymin</span> <span class='kw'>=</span> <span class='no'>se_min</span>,
|
||||
<span class='kw'>ymax</span> <span class='kw'>=</span> <span class='no'>se_max</span>),
|
||||
<span class='kw'>colour</span> <span class='kw'>=</span> <span class='st'>"grey50"</span>) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/scale_continuous'>scale_y_continuous</a></span>(<span class='kw'>limits</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>0</span>, <span class='fl'>1</span>),
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/scale_continuous.html'>scale_y_continuous</a></span>(<span class='kw'>limits</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/c'>c</a></span>(<span class='fl'>0</span>, <span class='fl'>1</span>),
|
||||
<span class='kw'>breaks</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/seq'>seq</a></span>(<span class='fl'>0</span>, <span class='fl'>1</span>, <span class='fl'>0.1</span>),
|
||||
<span class='kw'>labels</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste0</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/seq'>seq</a></span>(<span class='fl'>0</span>, <span class='fl'>100</span>, <span class='fl'>10</span>), <span class='st'>"%"</span>)) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/labs'>labs</a></span>(<span class='kw'>title</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/expression'>expression</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='st'>"Forecast of amoxicillin resistance in "</span>,
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/labs.html'>labs</a></span>(<span class='kw'>title</span> <span class='kw'>=</span> <span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/expression'>expression</a></span>(<span class='fu'><a href='https://www.rdocumentation.org/packages/base/topics/paste'>paste</a></span>(<span class='st'>"Forecast of amoxicillin resistance in "</span>,
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/grDevices/topics/plotmath'>italic</a></span>(<span class='st'>"E. coli"</span>))),
|
||||
<span class='kw'>y</span> <span class='kw'>=</span> <span class='st'>"%IR"</span>,
|
||||
<span class='kw'>x</span> <span class='kw'>=</span> <span class='st'>"Year"</span>) +
|
||||
<span class='fu'><a href='https://www.rdocumentation.org/packages/ggplot2/topics/ggtheme'>theme_minimal</a></span>(<span class='kw'>base_size</span> <span class='kw'>=</span> <span class='fl'>13</span>)
|
||||
<span class='fu'><a href='https://ggplot2.tidyverse.org/reference/ggtheme.html'>theme_minimal</a></span>(<span class='kw'>base_size</span> <span class='kw'>=</span> <span class='fl'>13</span>)
|
||||
}
|
||||
<span class='co'># }</span></pre>
|
||||
</div>
|
||||
|
||||
@ -60,6 +60,9 @@
|
||||
<url>
|
||||
<loc>https://msberends.gitlab.io/AMR/reference/ggplot_rsi.html</loc>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://msberends.gitlab.io/AMR/reference/guess_ab.html</loc>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://msberends.gitlab.io/AMR/reference/itis.html</loc>
|
||||
</url>
|
||||
|
||||
@ -25,7 +25,8 @@ On our website \url{https://msberends.gitlab.io/AMR} you can find \href{https://
|
||||
\examples{
|
||||
# Get a note when a species was renamed
|
||||
mo_shortname("Chlamydia psittaci")
|
||||
# Note: 'Chlamydia psittaci' (Page, 1968) was renamed 'Chlamydophila psittaci' (Everett et al., 1999)
|
||||
# Note: 'Chlamydia psittaci' (Page, 1968) was renamed
|
||||
# 'Chlamydophila psittaci' (Everett et al., 1999)
|
||||
# [1] "C. psittaci"
|
||||
|
||||
# Get any property from the entire taxonomic tree for all included species
|
||||
|
||||
Loading…
Reference in New Issue
Block a user