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(v1.3.0.9001) website update
This commit is contained in:
@ -82,7 +82,7 @@
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</button>
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<span class="navbar-brand">
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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="Latest development version">1.3.0.9000</span>
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<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.3.0.9001</span>
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</span>
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</div>
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@ -235,41 +235,41 @@
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<p>Interpret minimum inhibitory concentration (MIC) values and disk diffusion diameters according to EUCAST or CLSI, or clean up existing R/SI values. This transforms the input to a new class <code>rsi</code>, which is an ordered factor with levels <code>S < I < R</code>. Values that cannot be interpreted will be returned as <code>NA</code> with a warning.</p>
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</div>
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<pre class="usage"><span class='fu'>as.rsi</span>(<span class='no'>x</span>, <span class='no'>...</span>)
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<pre class="usage"><span class='fu'>as.rsi</span>(<span class='kw'>x</span>, <span class='kw'>...</span>)
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<span class='fu'>is.rsi</span>(<span class='no'>x</span>)
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<span class='fu'>is.rsi</span>(<span class='kw'>x</span>)
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<span class='fu'>is.rsi.eligible</span>(<span class='no'>x</span>, <span class='kw'>threshold</span> <span class='kw'>=</span> <span class='fl'>0.05</span>)
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<span class='fu'>is.rsi.eligible</span>(<span class='kw'>x</span>, threshold = <span class='fl'>0.05</span>)
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<span class='co'># S3 method for mic</span>
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<span class='fu'>as.rsi</span>(
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<span class='no'>x</span>,
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<span class='kw'>mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
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<span class='kw'>ab</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/deparse.html'>deparse</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/substitute.html'>substitute</a></span>(<span class='no'>x</span>)),
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<span class='kw'>guideline</span> <span class='kw'>=</span> <span class='st'>"EUCAST"</span>,
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<span class='kw'>uti</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
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<span class='kw'>conserve_capped_values</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
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<span class='no'>...</span>
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<span class='kw'>x</span>,
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mo = <span class='kw'>NULL</span>,
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ab = <span class='fu'><a href='https://rdrr.io/r/base/deparse.html'>deparse</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/substitute.html'>substitute</a></span>(<span class='kw'>x</span>)),
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guideline = <span class='st'>"EUCAST"</span>,
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uti = <span class='fl'>FALSE</span>,
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conserve_capped_values = <span class='fl'>FALSE</span>,
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<span class='kw'>...</span>
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)
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<span class='co'># S3 method for disk</span>
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<span class='fu'>as.rsi</span>(
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<span class='no'>x</span>,
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<span class='kw'>mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
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<span class='kw'>ab</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/deparse.html'>deparse</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/substitute.html'>substitute</a></span>(<span class='no'>x</span>)),
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<span class='kw'>guideline</span> <span class='kw'>=</span> <span class='st'>"EUCAST"</span>,
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<span class='kw'>uti</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
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<span class='no'>...</span>
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<span class='kw'>x</span>,
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mo = <span class='kw'>NULL</span>,
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ab = <span class='fu'><a href='https://rdrr.io/r/base/deparse.html'>deparse</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/substitute.html'>substitute</a></span>(<span class='kw'>x</span>)),
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guideline = <span class='st'>"EUCAST"</span>,
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uti = <span class='fl'>FALSE</span>,
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<span class='kw'>...</span>
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)
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<span class='co'># S3 method for data.frame</span>
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<span class='fu'>as.rsi</span>(
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<span class='no'>x</span>,
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<span class='kw'>col_mo</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
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<span class='kw'>guideline</span> <span class='kw'>=</span> <span class='st'>"EUCAST"</span>,
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<span class='kw'>uti</span> <span class='kw'>=</span> <span class='kw'>NULL</span>,
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<span class='kw'>conserve_capped_values</span> <span class='kw'>=</span> <span class='fl'>FALSE</span>,
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<span class='no'>...</span>
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<span class='kw'>x</span>,
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col_mo = <span class='kw'>NULL</span>,
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guideline = <span class='st'>"EUCAST"</span>,
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uti = <span class='kw'>NULL</span>,
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conserve_capped_values = <span class='fl'>FALSE</span>,
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<span class='kw'>...</span>
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)</pre>
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<h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
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@ -325,13 +325,13 @@
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<p>The <code>as.rsi()</code> function works in four ways:</p><ol>
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<li><p>For <strong>cleaning raw / untransformed data</strong>. The data will be cleaned to only contain values S, I and R and will try its best to determine this with some intelligence. For example, mixed values with R/SI interpretations and MIC values such as <code>"<0.25; S"</code> will be coerced to <code>"S"</code>. Combined interpretations for multiple test methods (as seen in laboratory records) such as <code>"S; S"</code> will be coerced to <code>"S"</code>, but a value like <code>"S; I"</code> will return <code>NA</code> with a warning that the input is unclear.</p></li>
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<li><p>For <strong>interpreting minimum inhibitory concentration (MIC) values</strong> according to EUCAST or CLSI. You must clean your MIC values first using <code><a href='as.mic.html'>as.mic()</a></code>, that also gives your columns the new data class <code><a href='as.mic.html'>mic</a></code>. Also, be sure to have a column with microorganism names or codes. It will be found automatically, but can be set manually using the <code>mo</code> parameter.</p><ul>
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<li><p>Using <code>dplyr</code>, R/SI interpretation can be done very easily with either:</p><pre><span class='no'>your_data</span> <span class='kw'>%&gt;%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_if</a></span>(<span class='no'>is.mic</span>, <span class='no'>as.rsi</span>) <span class='co'># until dplyr 1.0.0</span>
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<span class='no'>your_data</span> <span class='kw'>%&gt;%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/across.html'>across</a></span>(<span class='fu'>where</span>(<span class='no'>is.mic</span>), <span class='no'>as.rsi</span>)) <span class='co'># since dplyr 1.0.0</span></pre></li>
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<li><p>Using <code>dplyr</code>, R/SI interpretation can be done very easily with either:</p><pre><span class='kw'>your_data</span> <span class='op'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_if</a></span>(<span class='kw'>is.mic</span>, <span class='kw'>as.rsi</span>) <span class='co'># until dplyr 1.0.0</span>
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<span class='kw'>your_data</span> <span class='op'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/across.html'>across</a></span>(<span class='fu'>where</span>(<span class='kw'>is.mic</span>), <span class='kw'>as.rsi</span>)) <span class='co'># since dplyr 1.0.0</span></pre></li>
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<li><p>Operators like "<=" will be stripped before interpretation. When using <code>conserve_capped_values = TRUE</code>, an MIC value of e.g. ">2" will always return "R", even if the breakpoint according to the chosen guideline is ">=4". This is to prevent that capped values from raw laboratory data would not be treated conservatively. The default behaviour (<code>conserve_capped_values = FALSE</code>) considers ">2" to be lower than ">=4" and might in this case return "S" or "I".</p></li>
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</ul></li>
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<li><p>For <strong>interpreting disk diffusion diameters</strong> according to EUCAST or CLSI. You must clean your disk zones first using <code><a href='as.disk.html'>as.disk()</a></code>, that also gives your columns the new data class <code><a href='as.disk.html'>disk</a></code>. Also, be sure to have a column with microorganism names or codes. It will be found automatically, but can be set manually using the <code>mo</code> parameter.</p><ul>
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<li><p>Using <code>dplyr</code>, R/SI interpretation can be done very easily with either:</p><pre><span class='no'>your_data</span> <span class='kw'>%&gt;%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_if</a></span>(<span class='no'>is.disk</span>, <span class='no'>as.rsi</span>) <span class='co'># until dplyr 1.0.0</span>
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<span class='no'>your_data</span> <span class='kw'>%&gt;%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/across.html'>across</a></span>(<span class='fu'>where</span>(<span class='no'>is.disk</span>), <span class='no'>as.rsi</span>)) <span class='co'># since dplyr 1.0.0</span></pre></li>
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<li><p>Using <code>dplyr</code>, R/SI interpretation can be done very easily with either:</p><pre><span class='kw'>your_data</span> <span class='op'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_if</a></span>(<span class='kw'>is.disk</span>, <span class='kw'>as.rsi</span>) <span class='co'># until dplyr 1.0.0</span>
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<span class='kw'>your_data</span> <span class='op'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/across.html'>across</a></span>(<span class='fu'>where</span>(<span class='kw'>is.disk</span>), <span class='kw'>as.rsi</span>)) <span class='co'># since dplyr 1.0.0</span></pre></li>
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</ul></li>
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<li><p>For <strong>interpreting a complete data set</strong>, with automatic determination of MIC values, disk diffusion diameters, microorganism names or codes, and antimicrobial test results. This is done very simply by running <code>as.rsi(data)</code>.</p></li>
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</ol>
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@ -389,53 +389,54 @@ The <a href='lifecycle.html'>lifecycle</a> of this function is <strong>stable</s
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<div class='dont-index'><p><code><a href='as.mic.html'>as.mic()</a></code>, <code><a href='as.disk.html'>as.disk()</a></code>, <code><a href='as.mo.html'>as.mo()</a></code></p></div>
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<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
|
||||
<pre class="examples"><span class='fu'><a href='https://rdrr.io/r/base/summary.html'>summary</a></span>(<span class='no'>example_isolates</span>) <span class='co'># see all R/SI results at a glance</span>
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||||
<pre class="examples"><span class='fu'><a href='https://rdrr.io/r/base/summary.html'>summary</a></span>(<span class='kw'>example_isolates</span>) <span class='co'># see all R/SI results at a glance</span>
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<span class='co'># For INTERPRETING disk diffusion and MIC values -----------------------</span>
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<span class='co'># a whole data set, even with combined MIC values and disk zones</span>
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<span class='no'>df</span> <span class='kw'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(<span class='kw'>microorganism</span> <span class='kw'>=</span> <span class='st'>"E. coli"</span>,
|
||||
<span class='kw'>AMP</span> <span class='kw'>=</span> <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>8</span>),
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||||
<span class='kw'>CIP</span> <span class='kw'>=</span> <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>0.256</span>),
|
||||
<span class='kw'>GEN</span> <span class='kw'>=</span> <span class='fu'><a href='as.disk.html'>as.disk</a></span>(<span class='fl'>18</span>),
|
||||
<span class='kw'>TOB</span> <span class='kw'>=</span> <span class='fu'><a href='as.disk.html'>as.disk</a></span>(<span class='fl'>16</span>),
|
||||
<span class='kw'>NIT</span> <span class='kw'>=</span> <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>32</span>))
|
||||
<span class='fu'>as.rsi</span>(<span class='no'>df</span>)
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||||
<span class='kw'>df</span> <span class='op'><-</span> <span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(microorganism = <span class='st'>"E. coli"</span>,
|
||||
AMP = <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>8</span>),
|
||||
CIP = <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>0.256</span>),
|
||||
GEN = <span class='fu'><a href='as.disk.html'>as.disk</a></span>(<span class='fl'>18</span>),
|
||||
TOB = <span class='fu'><a href='as.disk.html'>as.disk</a></span>(<span class='fl'>16</span>),
|
||||
NIT = <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>32</span>))
|
||||
<span class='fu'>as.rsi</span>(<span class='kw'>df</span>)
|
||||
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||||
<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
|
||||
<span class='co'>if</span> (<span class='fl'>FALSE</span>) {
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<span class='co'># the dplyr way</span>
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||||
<span class='fu'><a href='https://rdrr.io/r/base/library.html'>library</a></span>(<span class='no'>dplyr</span>)
|
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<span class='no'>df</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='no'>AMP</span>:<span class='no'>TOB</span>), <span class='no'>as.rsi</span>)
|
||||
<span class='no'>df</span> <span class='kw'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/across.html'>across</a></span>(<span class='no'>AMP</span>:<span class='no'>TOB</span>), <span class='no'>as.rsi</span>)
|
||||
<span class='no'>df</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='no'>AMP</span>:<span class='no'>TOB</span>), <span class='no'>as.rsi</span>, <span class='kw'>mo</span> <span class='kw'>=</span> <span class='st'>"E. coli"</span>)
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/library.html'>library</a></span>(<span class='kw'><a href='https://dplyr.tidyverse.org'>dplyr</a></span>)
|
||||
<span class='kw'>df</span> <span class='op'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='kw'>AMP</span><span class='op'>:</span><span class='kw'>TOB</span>), <span class='kw'>as.rsi</span>)
|
||||
<span class='kw'>df</span> <span class='op'>%>%</span> <span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate.html'>mutate</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/across.html'>across</a></span>(<span class='kw'>AMP</span><span class='op'>:</span><span class='kw'>TOB</span>), <span class='kw'>as.rsi</span>)
|
||||
|
||||
<span class='kw'>df</span> <span class='op'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='kw'>AMP</span><span class='op'>:</span><span class='kw'>TOB</span>), <span class='kw'>as.rsi</span>, mo = <span class='st'>"E. coli"</span>)
|
||||
|
||||
<span class='co'># to include information about urinary tract infections (UTI)</span>
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='st'>"E. coli"</span>,
|
||||
<span class='kw'>NIT</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"<= 2"</span>, <span class='fl'>32</span>),
|
||||
<span class='kw'>from_the_bladder</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>TRUE</span>, <span class='fl'>FALSE</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'>as.rsi</span>(<span class='kw'>uti</span> <span class='kw'>=</span> <span class='st'>"from_the_bladder"</span>)
|
||||
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(<span class='kw'>mo</span> <span class='kw'>=</span> <span class='st'>"E. coli"</span>,
|
||||
<span class='kw'>NIT</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"<= 2"</span>, <span class='fl'>32</span>),
|
||||
<span class='kw'>specimen</span> <span class='kw'>=</span> <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"urine"</span>, <span class='st'>"blood"</span>)) <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(mo = <span class='st'>"E. coli"</span>,
|
||||
NIT = <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"<= 2"</span>, <span class='fl'>32</span>),
|
||||
from_the_bladder = <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fl'>TRUE</span>, <span class='fl'>FALSE</span>)) <span class='op'>%>%</span>
|
||||
<span class='fu'>as.rsi</span>(uti = <span class='st'>"from_the_bladder"</span>)
|
||||
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a></span>(mo = <span class='st'>"E. coli"</span>,
|
||||
NIT = <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"<= 2"</span>, <span class='fl'>32</span>),
|
||||
specimen = <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"urine"</span>, <span class='st'>"blood"</span>)) <span class='op'>%>%</span>
|
||||
<span class='fu'>as.rsi</span>() <span class='co'># automatically determines urine isolates</span>
|
||||
|
||||
<span class='no'>df</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='no'>AMP</span>:<span class='no'>NIT</span>), <span class='no'>as.rsi</span>, <span class='kw'>mo</span> <span class='kw'>=</span> <span class='st'>"E. coli"</span>, <span class='kw'>uti</span> <span class='kw'>=</span> <span class='fl'>TRUE</span>)
|
||||
<span class='kw'>df</span> <span class='op'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='kw'>AMP</span><span class='op'>:</span><span class='kw'>NIT</span>), <span class='kw'>as.rsi</span>, mo = <span class='st'>"E. coli"</span>, uti = <span class='fl'>TRUE</span>)
|
||||
}
|
||||
|
||||
<span class='co'># for single values</span>
|
||||
<span class='fu'>as.rsi</span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>2</span>),
|
||||
<span class='kw'>mo</span> <span class='kw'>=</span> <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"S. pneumoniae"</span>),
|
||||
<span class='kw'>ab</span> <span class='kw'>=</span> <span class='st'>"AMP"</span>,
|
||||
<span class='kw'>guideline</span> <span class='kw'>=</span> <span class='st'>"EUCAST"</span>)
|
||||
<span class='fu'>as.rsi</span>(x = <span class='fu'><a href='as.mic.html'>as.mic</a></span>(<span class='fl'>2</span>),
|
||||
mo = <span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"S. pneumoniae"</span>),
|
||||
ab = <span class='st'>"AMP"</span>,
|
||||
guideline = <span class='st'>"EUCAST"</span>)
|
||||
|
||||
<span class='fu'>as.rsi</span>(<span class='kw'>x</span> <span class='kw'>=</span> <span class='fu'><a href='as.disk.html'>as.disk</a></span>(<span class='fl'>18</span>),
|
||||
<span class='kw'>mo</span> <span class='kw'>=</span> <span class='st'>"Strep pneu"</span>, <span class='co'># `mo` will be coerced with as.mo()</span>
|
||||
<span class='kw'>ab</span> <span class='kw'>=</span> <span class='st'>"ampicillin"</span>, <span class='co'># and `ab` with as.ab()</span>
|
||||
<span class='kw'>guideline</span> <span class='kw'>=</span> <span class='st'>"EUCAST"</span>)
|
||||
<span class='fu'>as.rsi</span>(x = <span class='fu'><a href='as.disk.html'>as.disk</a></span>(<span class='fl'>18</span>),
|
||||
mo = <span class='st'>"Strep pneu"</span>, <span class='co'># `mo` will be coerced with as.mo()</span>
|
||||
ab = <span class='st'>"ampicillin"</span>, <span class='co'># and `ab` with as.ab()</span>
|
||||
guideline = <span class='st'>"EUCAST"</span>)
|
||||
|
||||
|
||||
<span class='co'># For CLEANING existing R/SI values ------------------------------------</span>
|
||||
@ -443,27 +444,27 @@ The <a href='lifecycle.html'>lifecycle</a> of this function is <strong>stable</s
|
||||
<span class='fu'>as.rsi</span>(<span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='st'>"S"</span>, <span class='st'>"I"</span>, <span class='st'>"R"</span>, <span class='st'>"A"</span>, <span class='st'>"B"</span>, <span class='st'>"C"</span>))
|
||||
<span class='fu'>as.rsi</span>(<span class='st'>"<= 0.002; S"</span>) <span class='co'># will return "S"</span>
|
||||
|
||||
<span class='no'>rsi_data</span> <span class='kw'><-</span> <span class='fu'>as.rsi</span>(<span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='st'>"S"</span>, <span class='fl'>474</span>), <span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='st'>"I"</span>, <span class='fl'>36</span>), <span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='st'>"R"</span>, <span class='fl'>370</span>)))
|
||||
<span class='fu'>is.rsi</span>(<span class='no'>rsi_data</span>)
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/plot.html'>plot</a></span>(<span class='no'>rsi_data</span>) <span class='co'># for percentages</span>
|
||||
<span class='fu'><a href='https://rdrr.io/r/graphics/barplot.html'>barplot</a></span>(<span class='no'>rsi_data</span>) <span class='co'># for frequencies</span>
|
||||
<span class='kw'>rsi_data</span> <span class='op'><-</span> <span class='fu'>as.rsi</span>(<span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span>(<span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='st'>"S"</span>, <span class='fl'>474</span>), <span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='st'>"I"</span>, <span class='fl'>36</span>), <span class='fu'><a href='https://rdrr.io/r/base/rep.html'>rep</a></span>(<span class='st'>"R"</span>, <span class='fl'>370</span>)))
|
||||
<span class='fu'>is.rsi</span>(<span class='kw'>rsi_data</span>)
|
||||
<span class='fu'><a href='https://rdrr.io/r/graphics/plot.default.html'>plot</a></span>(<span class='kw'>rsi_data</span>) <span class='co'># for percentages</span>
|
||||
<span class='fu'><a href='https://rdrr.io/r/graphics/barplot.html'>barplot</a></span>(<span class='kw'>rsi_data</span>) <span class='co'># for frequencies</span>
|
||||
|
||||
<span class='kw'>if</span> (<span class='fl'>FALSE</span>) {
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/library.html'>library</a></span>(<span class='no'>dplyr</span>)
|
||||
<span class='no'>example_isolates</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='no'>PEN</span>:<span class='no'>RIF</span>), <span class='no'>as.rsi</span>)
|
||||
<span class='co'>if</span> (<span class='fl'>FALSE</span>) {
|
||||
<span class='fu'><a href='https://rdrr.io/r/base/library.html'>library</a></span>(<span class='kw'><a href='https://dplyr.tidyverse.org'>dplyr</a></span>)
|
||||
<span class='kw'>example_isolates</span> <span class='op'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_at</a></span>(<span class='fu'><a href='https://dplyr.tidyverse.org/reference/vars.html'>vars</a></span>(<span class='kw'>PEN</span><span class='op'>:</span><span class='kw'>RIF</span>), <span class='kw'>as.rsi</span>)
|
||||
|
||||
<span class='co'># fastest way to transform all columns with already valid AMR results to class `rsi`:</span>
|
||||
<span class='no'>example_isolates</span> <span class='kw'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_if</a></span>(<span class='no'>is.rsi.eligible</span>, <span class='no'>as.rsi</span>)
|
||||
|
||||
<span class='kw'>example_isolates</span> <span class='op'>%>%</span>
|
||||
<span class='fu'><a href='https://dplyr.tidyverse.org/reference/mutate_all.html'>mutate_if</a></span>(<span class='kw'>is.rsi.eligible</span>, <span class='kw'>as.rsi</span>)
|
||||
|
||||
<span class='co'># note: from dplyr 1.0.0 on, this will be: </span>
|
||||
<span class='co'># example_isolates %>%</span>
|
||||
<span class='co'># mutate(across(is.rsi.eligible, as.rsi))</span>
|
||||
|
||||
<span class='co'># default threshold of `is.rsi.eligible` is 5%.</span>
|
||||
<span class='fu'>is.rsi.eligible</span>(<span class='no'>WHONET</span>$<span class='no'>`First name`</span>) <span class='co'># fails, >80% is invalid</span>
|
||||
<span class='fu'>is.rsi.eligible</span>(<span class='no'>WHONET</span>$<span class='no'>`First name`</span>, <span class='kw'>threshold</span> <span class='kw'>=</span> <span class='fl'>0.99</span>) <span class='co'># succeeds</span>
|
||||
<span class='fu'>is.rsi.eligible</span>(<span class='kw'>WHONET</span><span class='op'>$</span><span class='kw'>`First name`</span>) <span class='co'># fails, >80% is invalid</span>
|
||||
<span class='fu'>is.rsi.eligible</span>(<span class='kw'>WHONET</span><span class='op'>$</span><span class='kw'>`First name`</span>, threshold = <span class='fl'>0.99</span>) <span class='co'># succeeds</span>
|
||||
}</pre>
|
||||
</div>
|
||||
<div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
|
||||
@ -480,7 +481,7 @@ The <a href='lifecycle.html'>lifecycle</a> of this function is <strong>stable</s
|
||||
</div>
|
||||
|
||||
<div class="pkgdown">
|
||||
<p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.1.</p>
|
||||
<p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.1.9000.</p>
|
||||
</div>
|
||||
|
||||
</footer>
|
||||
|
||||
Reference in New Issue
Block a user