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<img src="" class="logo" alt=""><h1>Starting with ApexCharts</h1>
<h4 data-toc-skip class="author">Victor
Perrier</h4>
<h4 data-toc-skip class="date">2024-03-20</h4>
<small class="dont-index">Source: <a href="https://github.com/dreamRs/apexcharter/blob/HEAD/vignettes/apexcharter.Rmd" class="external-link"><code>vignettes/apexcharter.Rmd</code></a></small>
<div class="d-none name"><code>apexcharter.Rmd</code></div>
</div>
<p>The objective of this vignette is to show how to quickly build data
visualizations with the ApexCharts JavaScript library, as well as to
give an overview of the different graphics available.</p>
<p>Data used are from <code>ggplot2</code> package.</p>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://ggplot2.tidyverse.org" class="external-link">ggplot2</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://scales.r-lib.org" class="external-link">scales</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/dreamRs/apexcharter" class="external-link">apexcharter</a></span><span class="op">)</span></span></code></pre></div>
<div class="section level2">
<h2 id="bar-charts">Bar charts<a class="anchor" aria-label="anchor" href="#bar-charts"></a>
</h2>
<p>Simple bar charts can be created with:</p>
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mpg"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mpg</span>, type <span class="op">=</span> <span class="st">"column"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">manufacturer</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-bcf90eb8b397610b1dda" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-bcf90eb8b397610b1dda">{"x":{"ax_opts":{"chart":{"type":"bar"},"series":[{"name":[],"type":"bar","data":[{"x":"audi","y":18},{"x":"chevrolet","y":19},{"x":"dodge","y":37},{"x":"ford","y":25},{"x":"honda","y":9},{"x":"hyundai","y":14},{"x":"jeep","y":8},{"x":"land rover","y":4},{"x":"lincoln","y":3},{"x":"mercury","y":4},{"x":"nissan","y":13},{"x":"pontiac","y":5},{"x":"subaru","y":14},{"x":"toyota","y":34},{"x":"volkswagen","y":27}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":false,"isDumbbell":false}},"tooltip":{"shared":true,"intersect":false,"followCursor":true},"grid":{"yaxis":{"lines":{"show":true}},"xaxis":{"lines":{"show":false}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"audi","max":"volkswagen"},"type":"column"},"evals":[],"jsHooks":[]}</script><p>Flipping coordinates can be done by using
<code>type = "bar"</code>:</p>
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mpg</span>, type <span class="op">=</span> <span class="st">"bar"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">manufacturer</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-7df85094e59cdf9e371f" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-7df85094e59cdf9e371f">{"x":{"ax_opts":{"chart":{"type":"bar"},"series":[{"name":[],"data":[{"x":"audi","y":18},{"x":"chevrolet","y":19},{"x":"dodge","y":37},{"x":"ford","y":25},{"x":"honda","y":9},{"x":"hyundai","y":14},{"x":"jeep","y":8},{"x":"land rover","y":4},{"x":"lincoln","y":3},{"x":"mercury","y":4},{"x":"nissan","y":13},{"x":"pontiac","y":5},{"x":"subaru","y":14},{"x":"toyota","y":34},{"x":"volkswagen","y":27}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":true,"isDumbbell":false}},"tooltip":{"shared":true,"intersect":false,"followCursor":true},"grid":{"yaxis":{"lines":{"show":false}},"xaxis":{"lines":{"show":true}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"audi","max":"volkswagen"},"type":"bar"},"evals":[],"jsHooks":[]}</script><p>To create a dodge bar charts, use aesthetic <code>fill</code> :</p>
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mpg</span>, type <span class="op">=</span> <span class="st">"column"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">manufacturer</span>, fill <span class="op">=</span> <span class="va">year</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-99ae8d285075d17223d7" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-99ae8d285075d17223d7">{"x":{"ax_opts":{"chart":{"type":"bar"},"series":[{"name":"1999","type":"bar","data":[{"x":"audi","y":9},{"x":"chevrolet","y":7},{"x":"dodge","y":16},{"x":"ford","y":15},{"x":"honda","y":5},{"x":"hyundai","y":6},{"x":"jeep","y":2},{"x":"land rover","y":2},{"x":"lincoln","y":2},{"x":"mercury","y":2},{"x":"nissan","y":6},{"x":"pontiac","y":3},{"x":"subaru","y":6},{"x":"toyota","y":20},{"x":"volkswagen","y":16}]},{"name":"2008","type":"bar","data":[{"x":"audi","y":9},{"x":"chevrolet","y":12},{"x":"dodge","y":21},{"x":"ford","y":10},{"x":"honda","y":4},{"x":"hyundai","y":8},{"x":"jeep","y":6},{"x":"land rover","y":2},{"x":"lincoln","y":1},{"x":"mercury","y":2},{"x":"nissan","y":7},{"x":"pontiac","y":2},{"x":"subaru","y":8},{"x":"toyota","y":14},{"x":"volkswagen","y":11}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":false,"isDumbbell":false}},"tooltip":{"shared":true,"intersect":false,"followCursor":true},"grid":{"yaxis":{"lines":{"show":true}},"xaxis":{"lines":{"show":false}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"audi","max":"volkswagen"},"type":"column"},"evals":[],"jsHooks":[]}</script><p>For stacked bar charts, specify option <code>stacked</code> in
<code>ax_chart</code> :</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mpg</span>, type <span class="op">=</span> <span class="st">"column"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">manufacturer</span>, fill <span class="op">=</span> <span class="va">year</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>stacked <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-638622fc3dd6d2e816ed" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-638622fc3dd6d2e816ed">{"x":{"ax_opts":{"chart":{"type":"bar","stacked":true},"series":[{"name":"1999","type":"bar","data":[{"x":"audi","y":9},{"x":"chevrolet","y":7},{"x":"dodge","y":16},{"x":"ford","y":15},{"x":"honda","y":5},{"x":"hyundai","y":6},{"x":"jeep","y":2},{"x":"land rover","y":2},{"x":"lincoln","y":2},{"x":"mercury","y":2},{"x":"nissan","y":6},{"x":"pontiac","y":3},{"x":"subaru","y":6},{"x":"toyota","y":20},{"x":"volkswagen","y":16}]},{"name":"2008","type":"bar","data":[{"x":"audi","y":9},{"x":"chevrolet","y":12},{"x":"dodge","y":21},{"x":"ford","y":10},{"x":"honda","y":4},{"x":"hyundai","y":8},{"x":"jeep","y":6},{"x":"land rover","y":2},{"x":"lincoln","y":1},{"x":"mercury","y":2},{"x":"nissan","y":7},{"x":"pontiac","y":2},{"x":"subaru","y":8},{"x":"toyota","y":14},{"x":"volkswagen","y":11}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":false,"isDumbbell":false}},"tooltip":{"shared":true,"intersect":false,"followCursor":true},"grid":{"yaxis":{"lines":{"show":true}},"xaxis":{"lines":{"show":false}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"audi","max":"volkswagen"},"type":"column"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="line-charts">Line charts<a class="anchor" aria-label="anchor" href="#line-charts"></a>
</h2>
<p>Simple line charts can be created with (works with
<code>character</code>, <code>Date</code> or <code>POSIXct</code>):</p>
<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"economics"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">economics</span>, type <span class="op">=</span> <span class="st">"line"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">date</span>, y <span class="op">=</span> <span class="va">uempmed</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-4bceeb5f54b60d833a75" style="width:100%;height:350px;"></div>
<script type="application/json" 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represent several lines, use a <code>data.frame</code> in long
format and the <code>group</code> aesthetic:</p>
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"economics_long"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">economics_long</span>, type <span class="op">=</span> <span class="st">"line"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">date</span>, y <span class="op">=</span> <span class="va">value01</span>, group <span class="op">=</span> <span class="va">variable</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span>decimalsInFloat <span class="op">=</span> <span class="fl">2</span><span class="op">)</span> <span class="co"># number of decimals to keep</span></span></code></pre></div>
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</div>
<div class="section level2">
<h2 id="area-charts">Area charts<a class="anchor" aria-label="anchor" href="#area-charts"></a>
</h2>
<p>Create area charts with <code>type = "area"</code>:</p>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"eco2mix"</span>, package <span class="op">=</span> <span class="st">"apexcharter"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span><span class="va">eco2mix</span>, <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">datetime</span>, <span class="va">production</span>, fill <span class="op">=</span> <span class="va">source</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"area"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>animations <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>, stacked <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">1</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_fill.html">ax_fill</a></span><span class="op">(</span>opacity <span class="op">=</span> <span class="fl">1</span>, type <span class="op">=</span> <span class="st">"solid"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span>x <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>format <span class="op">=</span> <span class="st">"dd MMM, HH:mm"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span>labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>formatter <span class="op">=</span> <span class="fu"><a href="../reference/format_num.html">format_num</a></span><span class="op">(</span><span class="st">"~"</span>, suffix <span class="op">=</span> <span class="st">"MW"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_colors_manual.html">ax_colors_manual</a></span><span class="op">(</span></span>
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
<span> <span class="st">"bioenergies"</span> <span class="op">=</span> <span class="st">"#156956"</span>,</span>
<span> <span class="st">"fuel"</span> <span class="op">=</span> <span class="st">"#80549f"</span>,</span>
<span> <span class="st">"coal"</span> <span class="op">=</span> <span class="st">"#a68832"</span>,</span>
<span> <span class="st">"solar"</span> <span class="op">=</span> <span class="st">"#d66b0d"</span>,</span>
<span> <span class="st">"gas"</span> <span class="op">=</span> <span class="st">"#f20809"</span>,</span>
<span> <span class="st">"wind"</span> <span class="op">=</span> <span class="st">"#72cbb7"</span>,</span>
<span> <span class="st">"hydraulic"</span> <span class="op">=</span> <span class="st">"#2672b0"</span>,</span>
<span> <span class="st">"nuclear"</span> <span class="op">=</span> <span class="st">"#e4a701"</span>,</span>
<span> <span class="st">"pumping"</span> <span class="op">=</span> <span class="st">"#0e4269"</span></span>
<span> <span class="op">)</span></span>
<span> <span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
<span> title <span class="op">=</span> <span class="st">"Electricity generation by sector in France"</span>,</span>
<span> subtitle <span class="op">=</span> <span class="st">"Data from \u00e9CO\u2082mix"</span></span>
<span> <span class="op">)</span></span></code></pre></div>
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{var locale = formatLocale(JSON.parse('{ \"decimal\": \".\", \"thousands\": \",\", \"grouping\": [3], \"currency\": [\"$\", \"\"]}')); return '' + locale.format('~')(value) + 'MW';}"}},"xaxis":{"type":"datetime","labels":{"style":{"colors":"#848484"}}},"fill":{"type":"solid","opacity":1},"tooltip":{"x":{"format":"dd MMM, HH:mm"}},"colors":["#0e4269","#72cbb7","#d66b0d","#e4a701","#2672b0","#f20809","#a68832","#80549f","#156956"],"title":{"text":"Electricity generation by sector in France","style":{"fontWeight":700,"fontSize":"16px"}},"subtitle":{"text":"Data from éCO₂mix","style":{"fontWeight":400,"fontSize":"14px"}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"2023-06-07T06:30:00Z","max":"2023-06-14T06:30:00Z"},"type":"area","colors_manual":{"bioenergies":"#156956","fuel":"#80549f","coal":"#a68832","solar":"#d66b0d","gas":"#f20809","wind":"#72cbb7","hydraulic":"#2672b0","nuclear":"#e4a701","pumping":"#0e4269"}},"evals":["ax_opts.yaxis.labels.formatter"],"jsHooks":[]}</script><p>You can create ribbon charts using <code>ymin</code> and
<code>ymax</code> aesthetics :</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"temperatures"</span>, package <span class="op">=</span> <span class="st">"apexcharter"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span></span>
<span> <span class="va">temperatures</span>, </span>
<span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">date</span>, ymin <span class="op">=</span> <span class="va">low</span>, ymax <span class="op">=</span> <span class="va">high</span><span class="op">)</span>, </span>
<span> type <span class="op">=</span> <span class="st">"rangeArea"</span>, </span>
<span> serie_name <span class="op">=</span> <span class="st">"Low/High (2018-2021)"</span></span>
<span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/add-line.html">add_line</a></span><span class="op">(</span><span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">date</span>, <span class="va">`2023`</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>animations <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span>tickAmount <span class="op">=</span> <span class="fl">7</span>, labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>formatter <span class="op">=</span> <span class="fu"><a href="../reference/format_num.html">format_num</a></span><span class="op">(</span><span class="st">"~"</span>, suffix <span class="op">=</span> <span class="st">"°C"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"#8485854D"</span>, <span class="st">"#FF0000"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span></span>
<span> <span class="fu"><a href="../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_fill.html">ax_fill</a></span><span class="op">(</span>opacity <span class="op">=</span> <span class="fl">1</span>, type <span class="op">=</span> <span class="st">"solid"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
<span> title <span class="op">=</span> <span class="st">"Temperatures in 2023 with range from 2018 to 2021"</span>,</span>
<span> subtitle <span class="op">=</span> <span class="st">"Data from ENEDIS"</span></span>
<span> <span class="op">)</span></span></code></pre></div>
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</div>
<div class="section level2">
<h2 id="scatter-charts">Scatter charts<a class="anchor" aria-label="anchor" href="#scatter-charts"></a>
</h2>
<p>Simple bar charts can be created with:</p>
<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mtcars</span>, type <span class="op">=</span> <span class="st">"scatter"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">wt</span>, y <span class="op">=</span> <span class="va">mpg</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-65f21559cca44fce66e1" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-65f21559cca44fce66e1">{"x":{"ax_opts":{"chart":{"type":"scatter"},"series":[{"name":"mpg","type":"scatter","data":[{"x":2.62,"y":21},{"x":2.875,"y":21},{"x":2.32,"y":22.8},{"x":3.215,"y":21.4},{"x":3.44,"y":18.7},{"x":3.46,"y":18.1},{"x":3.57,"y":14.3},{"x":3.19,"y":24.4},{"x":3.15,"y":22.8},{"x":3.44,"y":19.2},{"x":3.44,"y":17.8},{"x":4.07,"y":16.4},{"x":3.73,"y":17.3},{"x":3.78,"y":15.2},{"x":5.25,"y":10.4},{"x":5.424,"y":10.4},{"x":5.345,"y":14.7},{"x":2.2,"y":32.4},{"x":1.615,"y":30.4},{"x":1.835,"y":33.9},{"x":2.465,"y":21.5},{"x":3.52,"y":15.5},{"x":3.435,"y":15.2},{"x":3.84,"y":13.3},{"x":3.845,"y":19.2},{"x":1.935,"y":27.3},{"x":2.14,"y":26},{"x":1.513,"y":30.4},{"x":3.17,"y":15.8},{"x":2.77,"y":19.7},{"x":3.57,"y":15},{"x":2.78,"y":21.4}]}],"dataLabels":{"enabled":false},"xaxis":{"type":"numeric","min":1,"max":6,"tickAmount":5,"crosshairs":{"show":true,"stroke":{"dashArray":0}},"labels":{"style":{"colors":"#848484"}}},"yaxis":{"min":10,"max":35,"tickAmount":5,"labels":{"formatter":"function(value) {var locale = formatLocale(JSON.parse('{ \"decimal\": \".\", \"thousands\": \",\", \"grouping\": [3], \"currency\": [\"$\", \"\"]}')); return '' + locale.format('~r')(value) + '';}","style":{"colors":"#848484"}},"tooltip":{"enabled":true}},"grid":{"xaxis":{"lines":{"show":true}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":1.513,"max":5.424},"type":"scatter"},"evals":["ax_opts.yaxis.labels.formatter"],"jsHooks":[]}</script><p>Color points according to a third variable:</p>
<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mtcars</span>, type <span class="op">=</span> <span class="st">"scatter"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">wt</span>, y <span class="op">=</span> <span class="va">mpg</span>, fill <span class="op">=</span> <span class="va">cyl</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-d7fc3d716285c7634569" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-d7fc3d716285c7634569">{"x":{"ax_opts":{"chart":{"type":"scatter"},"series":[{"name":"6","type":"scatter","data":[{"x":2.62,"y":21},{"x":2.875,"y":21},{"x":3.215,"y":21.4},{"x":3.44,"y":19.2},{"x":3.44,"y":17.8},{"x":3.46,"y":18.1},{"x":2.77,"y":19.7}]},{"name":"4","type":"scatter","data":[{"x":2.32,"y":22.8},{"x":3.19,"y":24.4},{"x":3.15,"y":22.8},{"x":2.2,"y":32.4},{"x":1.615,"y":30.4},{"x":1.835,"y":33.9},{"x":2.465,"y":21.5},{"x":1.935,"y":27.3},{"x":2.14,"y":26},{"x":1.513,"y":30.4},{"x":2.78,"y":21.4}]},{"name":"8","type":"scatter","data":[{"x":3.44,"y":18.7},{"x":3.57,"y":14.3},{"x":3.57,"y":15},{"x":4.07,"y":16.4},{"x":3.73,"y":17.3},{"x":3.78,"y":15.2},{"x":5.25,"y":10.4},{"x":5.424,"y":10.4},{"x":5.345,"y":14.7},{"x":3.52,"y":15.5},{"x":3.435,"y":15.2},{"x":3.84,"y":13.3},{"x":3.845,"y":19.2},{"x":3.17,"y":15.8}]}],"dataLabels":{"enabled":false},"xaxis":{"type":"numeric","min":1,"max":6,"tickAmount":5,"crosshairs":{"show":true,"stroke":{"dashArray":0}},"labels":{"style":{"colors":"#848484"}}},"yaxis":{"min":10,"max":35,"tickAmount":5,"labels":{"formatter":"function(value) {var locale = formatLocale(JSON.parse('{ \"decimal\": \".\", \"thousands\": \",\", \"grouping\": [3], \"currency\": [\"$\", \"\"]}')); return '' + locale.format('~r')(value) + '';}","style":{"colors":"#848484"}},"tooltip":{"enabled":true}},"grid":{"xaxis":{"lines":{"show":true}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":1.513,"max":5.424},"type":"scatter"},"evals":["ax_opts.yaxis.labels.formatter"],"jsHooks":[]}</script><p>And change point size using <code>z</code> aesthetics:</p>
<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">mtcars</span>, type <span class="op">=</span> <span class="st">"scatter"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">wt</span>, y <span class="op">=</span> <span class="va">mpg</span>, z <span class="op">=</span> <span class="fu">scales</span><span class="fu">::</span><span class="fu"><a href="https://scales.r-lib.org/reference/rescale.html" class="external-link">rescale</a></span><span class="op">(</span><span class="va">qsec</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-8caaa2c9fc96c470f715" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-8caaa2c9fc96c470f715">{"x":{"ax_opts":{"chart":{"type":"bubble"},"series":[{"name":"mpg","type":"bubble","data":[{"x":2.62,"y":21,"z":0.2333333333333335},{"x":2.875,"y":21,"z":0.3},{"x":2.32,"y":22.8,"z":0.4892857142857143},{"x":3.215,"y":21.4,"z":0.5880952380952383},{"x":3.44,"y":18.7,"z":0.3},{"x":3.46,"y":18.1,"z":0.680952380952381},{"x":3.57,"y":14.3,"z":0.1595238095238095},{"x":3.19,"y":24.4,"z":0.6547619047619049},{"x":3.15,"y":22.8,"z":1},{"x":3.44,"y":19.2,"z":0.4523809523809526},{"x":3.44,"y":17.8,"z":0.5238095238095237},{"x":4.07,"y":16.4,"z":0.3452380952380951},{"x":3.73,"y":17.3,"z":0.3690476190476193},{"x":3.78,"y":15.2,"z":0.4166666666666667},{"x":5.25,"y":10.4,"z":0.4142857142857144},{"x":5.424,"y":10.4,"z":0.3952380952380953},{"x":5.345,"y":14.7,"z":0.3476190476190479},{"x":2.2,"y":32.4,"z":0.5916666666666667},{"x":1.615,"y":30.4,"z":0.4785714285714286},{"x":1.835,"y":33.9,"z":0.6428571428571428},{"x":2.465,"y":21.5,"z":0.6559523809523813},{"x":3.52,"y":15.5,"z":0.2821428571428573},{"x":3.435,"y":15.2,"z":0.3333333333333335},{"x":3.84,"y":13.3,"z":0.1083333333333334},{"x":3.845,"y":19.2,"z":0.3035714285714287},{"x":1.935,"y":27.3,"z":0.5238095238095237},{"x":2.14,"y":26,"z":0.2619047619047619},{"x":1.513,"y":30.4,"z":0.2857142857142856},{"x":3.17,"y":15.8,"z":0},{"x":2.77,"y":19.7,"z":0.1190476190476191},{"x":3.57,"y":15,"z":0.01190476190476186},{"x":2.78,"y":21.4,"z":0.4880952380952384}]}],"dataLabels":{"enabled":false},"xaxis":{"type":"numeric","min":1,"max":6,"tickAmount":5,"crosshairs":{"show":true,"stroke":{"dashArray":0}},"labels":{"style":{"colors":"#848484"}}},"yaxis":{"min":10,"max":35,"tickAmount":5,"labels":{"formatter":"function(value) {var locale = formatLocale(JSON.parse('{ \"decimal\": \".\", \"thousands\": \",\", \"grouping\": [3], \"currency\": [\"$\", \"\"]}')); return '' + locale.format('~r')(value) + '';}","style":{"colors":"#848484"}},"tooltip":{"enabled":true}},"grid":{"xaxis":{"lines":{"show":true}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":1.513,"max":5.424},"type":"bubble"},"evals":["ax_opts.yaxis.labels.formatter"],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="pie-donut-charts">Pie &amp; donut charts<a class="anchor" aria-label="anchor" href="#pie-donut-charts"></a>
</h2>
<p>Simple pie charts can be created with:</p>
<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">poll</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span>
<span> answer <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Yes"</span>, <span class="st">"No"</span><span class="op">)</span>,</span>
<span> n <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">254</span>, <span class="fl">238</span><span class="op">)</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">poll</span>, type <span class="op">=</span> <span class="st">"pie"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">answer</span>, y <span class="op">=</span> <span class="va">n</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-d0fbd7b68a98d8161f1e" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-d0fbd7b68a98d8161f1e">{"x":{"ax_opts":{"chart":{"type":"pie"},"series":[254,238],"labels":["Yes","No"],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"No","max":"Yes"},"type":"pie"},"evals":[],"jsHooks":[]}</script><p>Its also possible to make donut chart:</p>
<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">poll</span>, type <span class="op">=</span> <span class="st">"donut"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">answer</span>, y <span class="op">=</span> <span class="va">n</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-0d609a3922819d48e695" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-0d609a3922819d48e695">{"x":{"ax_opts":{"chart":{"type":"donut"},"series":[254,238],"labels":["Yes","No"],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"No","max":"Yes"},"type":"donut"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="radial-charts">Radial charts<a class="anchor" aria-label="anchor" href="#radial-charts"></a>
</h2>
<p>Simple radial charts can be created with (here we pass values
directly in <code>aes</code>, but you can use a <code>data.frame</code>)
:</p>
<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="cn">NULL</span>, type <span class="op">=</span> <span class="st">"radialBar"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="st">"My value"</span>, y <span class="op">=</span> <span class="fl">65</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-ca8a02e4df87db383577" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-ca8a02e4df87db383577">{"x":{"ax_opts":{"chart":{"type":"radialBar"},"series":[65],"labels":["My value"],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"My value","max":"My value"},"type":"radialBar"},"evals":[],"jsHooks":[]}</script><p>Multi radial chart (more than one value):</p>
<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">fruits</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span>
<span> name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">'Apples'</span>, <span class="st">'Oranges'</span>, <span class="st">'Bananas'</span>, <span class="st">'Berries'</span><span class="op">)</span>,</span>
<span> value <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">44</span>, <span class="fl">55</span>, <span class="fl">67</span>, <span class="fl">83</span><span class="op">)</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">fruits</span>, type <span class="op">=</span> <span class="st">"radialBar"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">name</span>, y <span class="op">=</span> <span class="va">value</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-a6f0eb10c904e976a921" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-a6f0eb10c904e976a921">{"x":{"ax_opts":{"chart":{"type":"radialBar"},"series":[44,55,67,83],"labels":["Apples","Oranges","Bananas","Berries"],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"Apples","max":"Oranges"},"type":"radialBar"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="radar-charts">Radar charts<a class="anchor" aria-label="anchor" href="#radar-charts"></a>
</h2>
<p>Simple radar charts can be created with:</p>
<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">mtcars</span><span class="op">$</span><span class="va">model</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"radar"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">model</span>, y <span class="op">=</span> <span class="va">qsec</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-2892342b544c1aa72ff7" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-2892342b544c1aa72ff7">{"x":{"ax_opts":{"chart":{"type":"radar"},"series":[{"name":"qsec","data":[{"x":"Mazda RX4","y":16.46},{"x":"Mazda RX4 Wag","y":17.02},{"x":"Datsun 710","y":18.61},{"x":"Hornet 4 Drive","y":19.44},{"x":"Hornet Sportabout","y":17.02},{"x":"Valiant","y":20.22}]}],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"Datsun 710","max":"Valiant"},"type":"radar"},"evals":[],"jsHooks":[]}</script><p>With a grouping variable:</p>
<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># extremely complicated reshaping</span></span>
<span><span class="va">new_mtcars</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/stats/reshape.html" class="external-link">reshape</a></span><span class="op">(</span></span>
<span> data <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span>, </span>
<span> idvar <span class="op">=</span> <span class="st">"model"</span>, </span>
<span> varying <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"drat"</span>, <span class="st">"wt"</span><span class="op">)</span><span class="op">)</span>,</span>
<span> times <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"drat"</span>, <span class="st">"wt"</span><span class="op">)</span>,</span>
<span> direction <span class="op">=</span> <span class="st">"long"</span>,</span>
<span> v.names <span class="op">=</span> <span class="st">"value"</span>,</span>
<span> drop <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"mpg"</span>, <span class="st">"cyl"</span>, <span class="st">"hp"</span>, <span class="st">"dist"</span>, <span class="st">"qsec"</span>, <span class="st">"vs"</span>, <span class="st">"am"</span>, <span class="st">"gear"</span>, <span class="st">"carb"</span><span class="op">)</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span>data <span class="op">=</span> <span class="va">new_mtcars</span>, type <span class="op">=</span> <span class="st">"radar"</span>, mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">model</span>, y <span class="op">=</span> <span class="va">value</span>, group <span class="op">=</span> <span class="va">time</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-b17299cc413781e861f4" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-b17299cc413781e861f4">{"x":{"ax_opts":{"chart":{"type":"radar"},"series":[{"name":"drat","data":[{"x":"Mazda RX4","y":3.9},{"x":"Mazda RX4 Wag","y":3.9},{"x":"Datsun 710","y":3.85},{"x":"Hornet 4 Drive","y":3.08},{"x":"Hornet Sportabout","y":3.15},{"x":"Valiant","y":2.76}]},{"name":"wt","data":[{"x":"Mazda RX4","y":2.62},{"x":"Mazda RX4 Wag","y":2.875},{"x":"Datsun 710","y":2.32},{"x":"Hornet 4 Drive","y":3.215},{"x":"Hornet Sportabout","y":3.44},{"x":"Valiant","y":3.46}]}],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"Datsun 710","max":"Valiant"},"type":"radar"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="polar-area">Polar area<a class="anchor" aria-label="anchor" href="#polar-area"></a>
</h2>
<p>With some custom options for color mapping:</p>
<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span><span class="va">mtcars</span>, <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span>, <span class="va">mpg</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"polarArea"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="fu"><a href="https://scales.r-lib.org/reference/col_numeric.html" class="external-link">col_numeric</a></span><span class="op">(</span><span class="st">"Blues"</span>, domain <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span><span class="op">(</span><span class="va">mtcars</span><span class="op">$</span><span class="va">mpg</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_fill.html">ax_fill</a></span><span class="op">(</span>opacity <span class="op">=</span> <span class="fl">1</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">0</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span>fillSeriesColor <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-d17b7837a84e4d07d1ff" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-d17b7837a84e4d07d1ff">{"x":{"ax_opts":{"chart":{"type":"polarArea"},"series":[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],"labels":["Mazda RX4","Mazda RX4 Wag","Datsun 710","Hornet 4 Drive","Hornet Sportabout","Valiant","Duster 360","Merc 240D","Merc 230","Merc 280","Merc 280C","Merc 450SE","Merc 450SL","Merc 450SLC","Cadillac Fleetwood","Lincoln Continental","Chrysler Imperial","Fiat 128","Honda Civic","Toyota Corolla","Toyota Corona","Dodge Challenger","AMC Javelin","Camaro Z28","Pontiac Firebird","Fiat X1-9","Porsche 914-2","Lotus Europa","Ford Pantera L","Ferrari Dino","Maserati Bora","Volvo 142E"],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}},"legend":{"show":false},"colors":["#80B9DA","#80B9DA","#63A8D2","#79B5D9","#A5CDE3","#ADD0E6","#D6E6F4","#4D98CA","#63A8D2","#9ECAE1","#B2D2E8","#C4DAEE","#B8D5EA","#CFE1F2","#F7FBFF","#F7FBFF","#D3E4F3","#094184","#0F57A1","#08306B","#77B4D8","#CCDFF1","#CFE1F2","#DEEBF7","#9ECAE1","#2B79B9","#3988C1","#0F57A1","#CADEF0","#96C5DF","#D0E2F2","#79B5D9"],"fill":{"opacity":1},"stroke":{"width":0},"tooltip":{"fillSeriesColor":false}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"AMC Javelin","max":"Volvo 142E"},"type":"polarArea"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="heatmap">Heatmap<a class="anchor" aria-label="anchor" href="#heatmap"></a>
</h2>
<p>Create a heatmap with :</p>
<div class="sourceCode" id="cb20"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># create some data</span></span>
<span><span class="va">sales</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/expand.grid.html" class="external-link">expand.grid</a></span><span class="op">(</span>year <span class="op">=</span> <span class="fl">2010</span><span class="op">:</span><span class="fl">2020</span>, month <span class="op">=</span> <span class="va">month.name</span><span class="op">)</span></span>
<span><span class="va">sales</span><span class="op">$</span><span class="va">value</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="op">-</span><span class="fl">10</span><span class="op">:</span><span class="fl">30</span>, <span class="fu"><a href="https://rdrr.io/r/base/nrow.html" class="external-link">nrow</a></span><span class="op">(</span><span class="va">sales</span><span class="op">)</span>, <span class="cn">TRUE</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span></span>
<span> data <span class="op">=</span> <span class="va">sales</span>,</span>
<span> type <span class="op">=</span> <span class="st">"heatmap"</span>, </span>
<span> mapping <span class="op">=</span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">year</span>, y <span class="op">=</span> <span class="va">month</span>, fill <span class="op">=</span> <span class="va">value</span><span class="op">)</span></span>
<span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_dataLabels.html">ax_dataLabels</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="st">"#008FFB"</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-ceeebfcf215244dea5a6" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-ceeebfcf215244dea5a6">{"x":{"ax_opts":{"chart":{"type":"heatmap"},"series":[{"name":"January","data":[{"x":"2010","y":4},{"x":"2011","y":13},{"x":"2012","y":23},{"x":"2013","y":1},{"x":"2014","y":19},{"x":"2015","y":16},{"x":"2016","y":6},{"x":"2017","y":10},{"x":"2018","y":27},{"x":"2019","y":18},{"x":"2020","y":21}]},{"name":"February","data":[{"x":"2010","y":20},{"x":"2011","y":21},{"x":"2012","y":15},{"x":"2013","y":3},{"x":"2014","y":30},{"x":"2015","y":6},{"x":"2016","y":7},{"x":"2017","y":25},{"x":"2018","y":13},{"x":"2019","y":25},{"x":"2020","y":-4}]},{"name":"March","data":[{"x":"2010","y":24},{"x":"2011","y":12},{"x":"2012","y":8},{"x":"2013","y":30},{"x":"2014","y":12},{"x":"2015","y":1},{"x":"2016","y":4},{"x":"2017","y":21},{"x":"2018","y":10},{"x":"2019","y":3},{"x":"2020","y":-7}]},{"name":"April","data":[{"x":"2010","y":24},{"x":"2011","y":8},{"x":"2012","y":4},{"x":"2013","y":6},{"x":"2014","y":13},{"x":"2015","y":21},{"x":"2016","y":17},{"x":"2017","y":28},{"x":"2018","y":25},{"x":"2019","y":-1},{"x":"2020","y":15}]},{"name":"May","data":[{"x":"2010","y":13},{"x":"2011","y":23},{"x":"2012","y":11},{"x":"2013","y":8},{"x":"2014","y":26},{"x":"2015","y":8},{"x":"2016","y":27},{"x":"2017","y":11},{"x":"2018","y":15},{"x":"2019","y":2},{"x":"2020","y":26}]},{"name":"June","data":[{"x":"2010","y":5},{"x":"2011","y":4},{"x":"2012","y":28},{"x":"2013","y":23},{"x":"2014","y":13},{"x":"2015","y":24},{"x":"2016","y":-5},{"x":"2017","y":-3},{"x":"2018","y":25},{"x":"2019","y":-5},{"x":"2020","y":2}]},{"name":"July","data":[{"x":"2010","y":24},{"x":"2011","y":-1},{"x":"2012","y":12},{"x":"2013","y":-6},{"x":"2014","y":11},{"x":"2015","y":6},{"x":"2016","y":13},{"x":"2017","y":0},{"x":"2018","y":14},{"x":"2019","y":14},{"x":"2020","y":12}]},{"name":"August","data":[{"x":"2010","y":21},{"x":"2011","y":20},{"x":"2012","y":3},{"x":"2013","y":22},{"x":"2014","y":16},{"x":"2015","y":24},{"x":"2016","y":-9},{"x":"2017","y":19},{"x":"2018","y":-2},{"x":"2019","y":28},{"x":"2020","y":11}]},{"name":"September","data":[{"x":"2010","y":0},{"x":"2011","y":0},{"x":"2012","y":-8},{"x":"2013","y":26},{"x":"2014","y":21},{"x":"2015","y":-3},{"x":"2016","y":17},{"x":"2017","y":28},{"x":"2018","y":6},{"x":"2019","y":-1},{"x":"2020","y":-6}]},{"name":"October","data":[{"x":"2010","y":23},{"x":"2011","y":30},{"x":"2012","y":8},{"x":"2013","y":10},{"x":"2014","y":2},{"x":"2015","y":16},{"x":"2016","y":29},{"x":"2017","y":15},{"x":"2018","y":2},{"x":"2019","y":-9},{"x":"2020","y":-9}]},{"name":"November","data":[{"x":"2010","y":30},{"x":"2011","y":23},{"x":"2012","y":7},{"x":"2013","y":30},{"x":"2014","y":4},{"x":"2015","y":3},{"x":"2016","y":-3},{"x":"2017","y":7},{"x":"2018","y":4},{"x":"2019","y":5},{"x":"2020","y":23}]},{"name":"December","data":[{"x":"2010","y":8},{"x":"2011","y":-6},{"x":"2012","y":20},{"x":"2013","y":27},{"x":"2014","y":28},{"x":"2015","y":-9},{"x":"2016","y":16},{"x":"2017","y":8},{"x":"2018","y":17},{"x":"2019","y":19},{"x":"2020","y":30}]}],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}},"dataLabels":{"enabled":false},"colors":["#008FFB"]},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"2010","max":"2020"},"type":"heatmap"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="treemap">Treemap<a class="anchor" aria-label="anchor" href="#treemap"></a>
</h2>
<p>Create a treemap with:</p>
<div class="sourceCode" id="cb21"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mpg"</span>, package <span class="op">=</span> <span class="st">"ggplot2"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span><span class="va">mpg</span>, <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">manufacturer</span><span class="op">)</span>, <span class="st">"treemap"</span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-f5411aeb92db1da84fd4" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-f5411aeb92db1da84fd4">{"x":{"ax_opts":{"chart":{"type":"treemap"},"series":[{"name":[],"data":[{"x":"audi","y":18},{"x":"chevrolet","y":19},{"x":"dodge","y":37},{"x":"ford","y":25},{"x":"honda","y":9},{"x":"hyundai","y":14},{"x":"jeep","y":8},{"x":"land rover","y":4},{"x":"lincoln","y":3},{"x":"mercury","y":4},{"x":"nissan","y":13},{"x":"pontiac","y":5},{"x":"subaru","y":14},{"x":"toyota","y":34},{"x":"volkswagen","y":27}]}],"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"audi","max":"volkswagen"},"type":"treemap"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="candlestick">Candlestick<a class="anchor" aria-label="anchor" href="#candlestick"></a>
</h2>
<p>Create a candlestick chart with:</p>
<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"candles"</span>, package <span class="op">=</span> <span class="st">"apexcharter"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span></span>
<span> <span class="va">candles</span>, </span>
<span> <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span>x <span class="op">=</span> <span class="va">datetime</span>, open <span class="op">=</span> <span class="va">open</span>, close <span class="op">=</span> <span class="va">close</span>, low <span class="op">=</span> <span class="va">low</span>, high <span class="op">=</span> <span class="va">high</span><span class="op">)</span>,</span>
<span> type <span class="op">=</span> <span class="st">"candlestick"</span></span>
<span><span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-efa2decb96baf51faa96" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-efa2decb96baf51faa96">{"x":{"ax_opts":{"chart":{"type":"candlestick"},"series":[{"type":"candlestick","data":[{"x":1538778600000,"y":[6629.81,6650.5,6623.04,6633.33]},{"x":1538780400000,"y":[6632.01,6643.59,6620,6630.11]},{"x":1538782200000,"y":[6630.71,6648.95,6623.34,6635.65]},{"x":1538784000000,"y":[6635.65,6651,6629.67,6638.24]},{"x":1538785800000,"y":[6638.24,6640,6620,6624.47]},{"x":1538787600000,"y":[6624.53,6636.03,6621.68,6624.31]},{"x":1538789400000,"y":[6624.61,6632.2,6617,6626.02]},{"x":1538791200000,"y":[6627,6627.62,6584.22,6603.02]},{"x":1538793000000,"y":[6605,6608.03,6598.95,6604.01]},{"x":1538794800000,"y":[6604.5,6614.4,6602.26,6608.02]},{"x":1538796600000,"y":[6608.02,6610.68,6601.99,6608.91]},{"x":1538798400000,"y":[6608.91,6618.99,6608.01,6612]},{"x":1538800200000,"y":[6612,6615.13,6605.09,6612]},{"x":1538802000000,"y":[6612,6624.12,6608.43,6622.95]},{"x":1538803800000,"y":[6623.91,6623.91,6615,6615.67]},{"x":1538805600000,"y":[6618.69,6618.74,6610,6610.4]},{"x":1538807400000,"y":[6611,6622.78,6610.4,6614.9]},{"x":1538809200000,"y":[6614.9,6626.2,6613.33,6623.45]},{"x":1538811000000,"y":[6623.48,6627,6618.38,6620.35]},{"x":1538812800000,"y":[6619.43,6620.35,6610.05,6615.53]},{"x":1538814600000,"y":[6615.53,6617.93,6610,6615.19]},{"x":1538816400000,"y":[6615.19,6621.6,6608.2,6620]},{"x":1538818200000,"y":[6619.54,6625.17,6614.15,6620]},{"x":1538820000000,"y":[6620.33,6634.15,6617.24,6624.61]},{"x":1538821800000,"y":[6625.95,6626,6611.66,6617.58]},{"x":1538823600000,"y":[6619,6625.97,6595.27,6598.86]},{"x":1538825400000,"y":[6598.86,6598.88,6570,6587.16]},{"x":1538827200000,"y":[6588.86,6600,6580,6593.4]},{"x":1538829000000,"y":[6593.99,6598.89,6585,6587.81]},{"x":1538830800000,"y":[6587.81,6592.73,6567.14,6578]},{"x":1538832600000,"y":[6578.35,6581.72,6567.39,6579]},{"x":1538834400000,"y":[6579.38,6580.92,6566.77,6575.96]},{"x":1538836200000,"y":[6575.96,6589,6571.77,6588.92]},{"x":1538838000000,"y":[6588.92,6594,6577.55,6589.22]},{"x":1538839800000,"y":[6589.3,6598.89,6589.1,6596.08]},{"x":1538841600000,"y":[6597.5,6600,6588.39,6596.25]},{"x":1538843400000,"y":[6598.03,6600,6588.73,6595.97]},{"x":1538845200000,"y":[6595.97,6602.01,6588.17,6602]},{"x":1538847000000,"y":[6602,6607,6596.51,6599.95]},{"x":1538848800000,"y":[6600.63,6601.21,6590.39,6591.02]},{"x":1538850600000,"y":[6591.02,6603.08,6591,6591]},{"x":1538852400000,"y":[6591,6601.32,6585,6592]},{"x":1538854200000,"y":[6593.13,6596.01,6590,6593.34]},{"x":1538856000000,"y":[6593.34,6604.76,6582.63,6593.86]},{"x":1538857800000,"y":[6593.86,6604.28,6586.57,6600.01]},{"x":1538859600000,"y":[6601.81,6603.21,6592.78,6596.25]},{"x":1538861400000,"y":[6596.25,6604.2,6590,6602.99]},{"x":1538863200000,"y":[6602.99,6606,6584.99,6587.81]},{"x":1538865000000,"y":[6587.81,6595,6583.27,6591.96]},{"x":1538866800000,"y":[6591.97,6596.07,6585,6588.39]},{"x":1538868600000,"y":[6587.6,6598.21,6587.6,6594.27]},{"x":1538870400000,"y":[6596.44,6601,6590,6596.55]},{"x":1538872200000,"y":[6598.91,6605,6596.61,6600.02]},{"x":1538874000000,"y":[6600.55,6605,6589.14,6593.01]},{"x":1538875800000,"y":[6593.15,6605,6592,6603.06]},{"x":1538877600000,"y":[6603.07,6604.5,6599.09,6603.89]},{"x":1538879400000,"y":[6604.44,6604.44,6600,6603.5]},{"x":1538881200000,"y":[6603.5,6603.99,6597.5,6603.86]},{"x":1538883000000,"y":[6603.85,6605,6600,6604.07]},{"x":1538884800000,"y":[6604.98,6606,6604.07,6606]}]}],"xaxis":{"type":"datetime","labels":{"style":{"colors":"#848484"}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"2018-10-05T22:30:00Z","max":"2018-10-07T04:00:00Z"},"type":"candlestick"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="boxplot">Boxplot<a class="anchor" aria-label="anchor" href="#boxplot"></a>
</h2>
<p>Create boxplot (without outliers for now) with:</p>
<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mpg"</span>, package <span class="op">=</span> <span class="st">"ggplot2"</span><span class="op">)</span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span><span class="va">mpg</span>, <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">hwy</span>, <span class="va">class</span><span class="op">)</span>, <span class="st">"boxplot"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_plotOptions.html">ax_plotOptions</a></span><span class="op">(</span></span>
<span> boxPlot <span class="op">=</span> <span class="fu"><a href="../reference/boxplot_opts.html">boxplot_opts</a></span><span class="op">(</span>color.upper <span class="op">=</span> <span class="st">"#8BB0A6"</span>, color.lower <span class="op">=</span> <span class="st">"#8BB0A6"</span> <span class="op">)</span></span>
<span> <span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>colors <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"#2A5769"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_grid.html">ax_grid</a></span><span class="op">(</span></span>
<span> xaxis <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>lines <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span>,</span>
<span> yaxis <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>lines <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">)</span></span>
<span> <span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-6fcfa06dc83f0f824467" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-6fcfa06dc83f0f824467">{"x":{"ax_opts":{"chart":{"type":"boxPlot"},"series":[{"type":"boxPlot","data":[{"x":"2seater","y":[23,24,25,26,26]},{"x":"compact","y":[23,26,27,29,33]},{"x":"midsize","y":[23,26,27,29,32]},{"x":"minivan","y":[21,22,23,24,24]},{"x":"pickup","y":[15,16,17,18,20]},{"x":"subcompact","y":[20,24.5,26,30.5,36]},{"x":"suv","y":[14,17,17.5,19,22]}]}],"plotOptions":{"bar":{"horizontal":true},"boxPlot":{"colors":{"upper":"#8BB0A6","lower":"#8BB0A6"}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}},"stroke":{"colors":["#2A5769"]},"grid":{"xaxis":{"lines":{"show":true}},"yaxis":{"lines":{"show":false}}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":12,"max":44},"type":"boxplot"},"evals":[],"jsHooks":[]}</script>
</div>
<div class="section level2">
<h2 id="dumbbell-charts">Dumbbell charts<a class="anchor" aria-label="anchor" href="#dumbbell-charts"></a>
</h2>
<p>Create Dumbbell chart with:</p>
<div class="sourceCode" id="cb24"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"life_expec"</span>, package <span class="op">=</span> <span class="st">"apexcharter"</span><span class="op">)</span></span>
<span></span>
<span><span class="fu"><a href="../reference/apex.html">apex</a></span><span class="op">(</span><span class="va">life_expec</span>, <span class="fu"><a href="../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">country</span>, x <span class="op">=</span> <span class="va">`1972`</span>, xend <span class="op">=</span> <span class="va">`2007`</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"dumbbell"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_plotOptions.html">ax_plotOptions</a></span><span class="op">(</span></span>
<span> bar <span class="op">=</span> <span class="fu"><a href="../reference/bar_opts.html">bar_opts</a></span><span class="op">(</span></span>
<span> dumbbellColors <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"#3d85c6"</span>, <span class="st">"#fb6003"</span><span class="op">)</span><span class="op">)</span></span>
<span> <span class="op">)</span></span>
<span> <span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="st">"#BABABA"</span><span class="op">)</span> <span class="op"><a href="../reference/apexcharter-exports.html">%&gt;%</a></span> </span>
<span> <span class="fu"><a href="../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
<span> title <span class="op">=</span> <span class="st">"Life expectancy : 1972 vs. 2007"</span>,</span>
<span> subtitle <span class="op">=</span> <span class="st">"Data from Gapminder dataset"</span>,</span>
<span> x <span class="op">=</span> <span class="st">"Life expectancy at birth, in years"</span></span>
<span> <span class="op">)</span></span></code></pre></div>
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-896dcc297779d9bf44d2" style="width:100%;height:350px;"></div>
<script type="application/json" data-for="htmlwidget-896dcc297779d9bf44d2">{"x":{"ax_opts":{"chart":{"type":"rangeBar"},"series":[{"name":"1972","data":[{"x":"Botswana","y":[56.024,50.728]},{"x":"Ghana","y":[49.875,60.022]},{"x":"Iran","y":[55.234,70.964]},{"x":"Liberia","y":[42.614,45.678]},{"x":"Malaysia","y":[63.01,74.241]},{"x":"Mexico","y":[62.361,76.19499999999999]},{"x":"Nigeria","y":[42.821,46.859]},{"x":"Pakistan","y":[51.929,65.483]},{"x":"Philippines","y":[58.065,71.688]},{"x":"Zambia","y":[50.107,42.384]}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":true,"isDumbbell":true,"dumbbellColors":[["#3d85c6","#fb6003"]]}},"tooltip":{"shared":true,"intersect":false,"followCursor":true},"grid":{"yaxis":{"lines":{"show":false}},"xaxis":{"lines":{"show":true}}},"yaxis":{"labels":{"style":{"colors":"#848484"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}},"title":{"text":"Life expectancy at birth, in years","style":{"fontWeight":400,"fontSize":"14px"}}},"colors":["#BABABA"],"title":{"text":"Life expectancy : 1972 vs. 2007","style":{"fontWeight":700,"fontSize":"16px"}},"subtitle":{"text":"Data from Gapminder dataset","style":{"fontWeight":400,"fontSize":"14px"}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":42.614,"max":63.01},"type":"dumbbell"},"evals":[],"jsHooks":[]}</script>
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