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</header><script src="advanced-configuration_files/htmlwidgets-1.5.1/htmlwidgets.js"></script><script src="advanced-configuration_files/apexcharts-3.19.2/apexcharts.min.js"></script><script src="advanced-configuration_files/d3-format-1.4.2/d3-format.min.js"></script><script src="advanced-configuration_files/apexcharter-binding-0.1.4.940/apexcharter.js"></script><div class="row">
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<h1>Advanced configuration examples</h1>
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<small class="dont-index">Source: <a href="https://github.com/dreamRs/apexcharter/blob/master/vignettes/articles/advanced-configuration.Rmd"><code>vignettes/articles/advanced-configuration.Rmd</code></a></small>
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<div class="hidden name"><code>advanced-configuration.Rmd</code></div>
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<div class="sourceCode" id="cb1"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/base/library.html">library</a></span>(<span class="no">apexcharter</span>)
|
||
<span class="fu"><a href="https://rdrr.io/r/base/library.html">library</a></span>(<span class="no">dplyr</span>)</pre></body></html></div>
|
||
<p>Here some advanced configuration examples to use the full potential of <a href="https://apexcharts.com/">ApexCharts</a>.</p>
|
||
<div id="bar-chart" class="section level1">
|
||
<h1 class="hasAnchor">
|
||
<a href="#bar-chart" class="anchor"></a>Bar chart</h1>
|
||
<p>This example is taken from <a href="https://github.com/hrbrmstr/hrbrthemes">{hrbrthemes}</a> readme, it use <code>mpg</code> dataset from <a href="https://github.com/tidyverse/ggplot2">{ggplot2}</a>.</p>
|
||
<p>Transform data and initialize the chart :</p>
|
||
<div class="sourceCode" id="cb2"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"mpg"</span>, <span class="kw">package</span> <span class="kw">=</span> <span class="st">"ggplot2"</span>)
|
||
|
||
<span class="no">bars</span> <span class="kw"><-</span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/tally.html">count</a></span>(<span class="no">mpg</span>, <span class="no">class</span>) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(<span class="kw">pct</span> <span class="kw">=</span> <span class="no">n</span>/<span class="fu"><a href="https://rdrr.io/r/base/sum.html">sum</a></span>(<span class="no">n</span>)) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(<span class="kw">mapping</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">class</span>, <span class="no">pct</span>), <span class="kw">type</span> <span class="kw">=</span> <span class="st">"column"</span>)</pre></body></html></div>
|
||
<p>Change color used :</p>
|
||
<div class="sourceCode" id="cb3"><html><body><pre class="r"><span class="no">bars</span> <span class="kw"><-</span> <span class="no">bars</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span>(<span class="st">"#617a89"</span>)</pre></body></html></div>
|
||
<p>Modify the y-axis and add a percent symbol after the labels :</p>
|
||
<div class="sourceCode" id="cb4"><html><body><pre class="r"><span class="no">bars</span> <span class="kw"><-</span> <span class="no">bars</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Weight (tons)"</span>),
|
||
<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/format_num.html">format_num</a></span>(<span class="st">".0%"</span>)
|
||
),
|
||
<span class="kw">tickAmount</span> <span class="kw">=</span> <span class="fl">6</span>,
|
||
<span class="kw">max</span> <span class="kw">=</span> <span class="fl">0.3</span>
|
||
)</pre></body></html></div>
|
||
<p>Add a title to the x-axis :</p>
|
||
<div class="sourceCode" id="cb5"><html><body><pre class="r"><span class="no">bars</span> <span class="kw"><-</span> <span class="no">bars</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Fuel efficiency (mpg)"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Modify the tooltip to display “Percentage” instead of the variable name “pct” :</p>
|
||
<div class="sourceCode" id="cb6"><html><body><pre class="r"><span class="no">bars</span> <span class="kw"><-</span> <span class="no">bars</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
<span class="kw">y</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function() {return 'Percentage';}"</span>)
|
||
)
|
||
)
|
||
)</pre></body></html></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb7"><html><body><pre class="r"><span class="no">bars</span> <span class="kw"><-</span> <span class="no">bars</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Seminal ggplot2 column chart example with percents"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"Example taken from {hrbrthemes} readme"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb8"><html><body><pre class="r"><span class="no">bars</span></pre></body></html></div>
|
||
<div id="htmlwidget-0d7b27dc224f7198b0b3" style="width:100%;height:350px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-0d7b27dc224f7198b0b3">{"x":{"ax_opts":{"chart":{"type":"bar"},"series":[{"name":"pct","type":"bar","data":[{"x":"2seater","y":0.0213675213675214},{"x":"compact","y":0.200854700854701},{"x":"midsize","y":0.175213675213675},{"x":"minivan","y":0.047008547008547},{"x":"pickup","y":0.141025641025641},{"x":"subcompact","y":0.14957264957265},{"x":"suv","y":0.264957264957265}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":false}},"tooltip":{"shared":true,"followCursor":true,"y":{"title":{"formatter":"function() {return 'Percentage';}"}}},"yaxis":{"labels":{"style":{"colors":"#848484"},"formatter":"function(value) {var locale = d3.formatLocale(JSON.parse('{ \"decimal\": \".\", \"thousands\": \",\", \"grouping\": [3], \"currency\": [\"$\", \"\"]}')); return '' + locale.format('.0%')(value) + '';}"},"tickAmount":6,"max":0.3,"title":{"text":"Weight (tons)"}},"xaxis":{"labels":{"style":{"colors":"#848484"}},"title":{"text":"Fuel efficiency (mpg)"}},"colors":["#617a89"],"title":{"text":"Seminal ggplot2 column chart example with percents","style":{"fontWeight":700,"fontSize":"22px"}},"subtitle":{"text":"Example taken from {hrbrthemes} readme","style":{"fontWeight":400,"fontSize":"16px","color":"#BDBDBD"}}},"auto_update":{"series_animate":true,"update_options":false,"options_animate":true,"options_redrawPaths":true,"update_synced_charts":false},"sparkbox":false,"xaxis":{"min":"2seater","max":"suv"}},"evals":["ax_opts.tooltip.y.title.formatter","ax_opts.yaxis.labels.formatter"],"jsHooks":[]}</script><details><p><summary><span title="View full code">View full code</span></summary></p>
|
||
<div class="sourceCode" id="cb9"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"mpg"</span>, <span class="kw">package</span> <span class="kw">=</span> <span class="st">"ggplot2"</span>)
|
||
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/tally.html">count</a></span>(<span class="no">mpg</span>, <span class="no">class</span>) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(<span class="kw">pct</span> <span class="kw">=</span> <span class="no">n</span>/<span class="fu"><a href="https://rdrr.io/r/base/sum.html">sum</a></span>(<span class="no">n</span>)) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(<span class="kw">mapping</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">class</span>, <span class="no">pct</span>), <span class="kw">type</span> <span class="kw">=</span> <span class="st">"column"</span>) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span>(<span class="st">"#617a89"</span>)<span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Weight (tons)"</span>),
|
||
<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/format_num.html">format_num</a></span>(<span class="st">".0%"</span>)
|
||
),
|
||
<span class="kw">tickAmount</span> <span class="kw">=</span> <span class="fl">6</span>,
|
||
<span class="kw">max</span> <span class="kw">=</span> <span class="fl">0.3</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Fuel efficiency (mpg)"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
<span class="kw">y</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function() {return 'Percentage';}"</span>)
|
||
)
|
||
)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Seminal ggplot2 column chart example with percents"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"Example taken from {hrbrthemes} readme"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
</details><p><br><br></p>
|
||
</div>
|
||
<div id="lines" class="section level1">
|
||
<h1 class="hasAnchor">
|
||
<a href="#lines" class="anchor"></a>Lines</h1>
|
||
<p>Dataset used is from the UNHCR (The UN Refugee Agency) and contains data about UNHCR’s populations of concern summarised by continent of origin.</p>
|
||
<p>Transform data and initialize the chart :</p>
|
||
<div class="sourceCode" id="cb10"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"unhcr_ts"</span>)
|
||
|
||
<span class="no">lines</span> <span class="kw"><-</span> <span class="no">unhcr_ts</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="no">population_type</span> <span class="kw">==</span> <span class="st">"Refugees (incl. refugee-like situations)"</span>) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(<span class="kw">date</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/as.Date.html">as.Date</a></span>(<span class="fu"><a href="https://rdrr.io/r/base/paste.html">paste0</a></span>(<span class="no">year</span>, <span class="st">"-01-01"</span>))) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(<span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">date</span>, <span class="no">n</span>, <span class="kw">group</span> <span class="kw">=</span> <span class="no">continent_origin</span>), <span class="kw">type</span> <span class="kw">=</span> <span class="st">"line"</span>)
|
||
<span class="co">#> Warning in make_series(mapdata, mapping, type, serie_name): apex: all groups</span>
|
||
<span class="co">#> must have same length! You can use `tidyr::complete` for this.</span></pre></body></html></div>
|
||
<p>Put the legend at the bottom :</p>
|
||
<div class="sourceCode" id="cb11"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(<span class="kw">position</span> <span class="kw">=</span> <span class="st">"bottom"</span>)</pre></body></html></div>
|
||
<p>Change the width of the lines :</p>
|
||
<div class="sourceCode" id="cb12"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(<span class="kw">width</span> <span class="kw">=</span> <span class="fl">2</span>)</pre></body></html></div>
|
||
<p>Change the colors (Viridis palette) :</p>
|
||
<div class="sourceCode" id="cb13"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span>(<span class="st">"#440154"</span>, <span class="st">"#414487"</span>, <span class="st">"#2A788E"</span>,
|
||
<span class="st">"#22A884"</span>, <span class="st">"#7AD151"</span>, <span class="st">"#FDE725"</span>)</pre></body></html></div>
|
||
<p>Data are in million, in the y-axis we divide by <code>1e6</code> to limit the number of digits :</p>
|
||
<div class="sourceCode" id="cb14"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function(val) {return (val/1e6).toFixed(0);}"</span>)
|
||
),
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Number of refugees (in million)"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Only display the years in the x-axis labels :</p>
|
||
<div class="sourceCode" id="cb15"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">format</span> <span class="kw">=</span> <span class="st">"yyyy"</span>))</pre></body></html></div>
|
||
<p>Same in tooltip, and a thousand separator in the value displayed :</p>
|
||
<div class="sourceCode" id="cb16"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
<span class="kw">x</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">format</span> <span class="kw">=</span> <span class="st">"yyyy"</span>),
|
||
<span class="kw">y</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(
|
||
<span class="co"># thousand separator in javascript</span>
|
||
<span class="st">"function(value) {return value.toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\");}"</span>
|
||
)
|
||
)
|
||
)</pre></body></html></div>
|
||
<p>Add an annotation to the chart to identify the <a href="https://en.wikipedia.org/wiki/Great_Lakes_refugee_crisis">Great Lakes refugee crisis</a> in 1994 :</p>
|
||
<div class="sourceCode" id="cb17"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
<span class="kw">points</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">x</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"new Date('1994').getTime()"</span>),
|
||
<span class="kw">y</span> <span class="kw">=</span> <span class="fl">6935296</span>,
|
||
<span class="kw">label</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Great Lakes refugee crisis"</span>, <span class="kw">offsetY</span> <span class="kw">=</span> <span class="fl">0</span>),
|
||
<span class="kw">marker</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">size</span> <span class="kw">=</span> <span class="fl">6</span>)
|
||
)
|
||
)
|
||
)</pre></body></html></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb18"><html><body><pre class="r"><span class="no">lines</span> <span class="kw"><-</span> <span class="no">lines</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Continent of origin for refugees population"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"Data from the UN Refugee Agency"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb19"><html><body><pre class="r"><span class="no">lines</span></pre></body></html></div>
|
||
<div id="htmlwidget-249e7976be1350de2373" style="width:100%;height:350px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-249e7976be1350de2373">{"x":{"ax_opts":{"chart":{"type":"line"},"series":[{"name":"Africa","type":"line","data":[["new Date('1960-01-01').getTime()",150000],["new Date('1961-01-01').getTime()",302000],["new Date('1962-01-01').getTime()",322000],["new Date('1963-01-01').getTime()",353000],["new Date('1964-01-01').getTime()",490300],["new Date('1965-01-01').getTime()",579460],["new Date('1966-01-01').getTime()",736320],["new Date('1967-01-01').getTime()",833690],["new Date('1968-01-01').getTime()",963850],["new Date('1969-01-01').getTime()",937540],["new Date('1970-01-01').getTime()",974770],["new Date('1971-01-01').getTime()",976240],["new Date('1972-01-01').getTime()",1071850],["new Date('1973-01-01').getTime()",986220],["new Date('1974-01-01').getTime()",1070220],["new Date('1975-01-01').getTime()",1501340],["new Date('1976-01-01').getTime()",1697590],["new Date('1977-01-01').getTime()",2064965],["new Date('1978-01-01').getTime()",2377380],["new Date('1979-01-01').getTime()",3128940],["new Date('1980-01-01').getTime()",4222403],["new Date('1981-01-01').getTime()",3043515],["new Date('1982-01-01').getTime()",2952215],["new Date('1983-01-01').getTime()",2881859],["new Date('1984-01-01').getTime()",3470578],["new Date('1985-01-01').getTime()",3797764],["new Date('1986-01-01').getTime()",3595154],["new Date('1987-01-01').getTime()",3978264],["new Date('1988-01-01').getTime()",4593524],["new Date('1989-01-01').getTime()",4824904],["new Date('1990-01-01').getTime()",5912693],["new Date('1991-01-01').getTime()",5335460],["new Date('1992-01-01').getTime()",5577181],["new Date('1993-01-01').getTime()",6492397],["new Date('1994-01-01').getTime()",6935296],["new Date('1995-01-01').getTime()",5811513],["new Date('1996-01-01').getTime()",4543635],["new Date('1997-01-01').getTime()",3722238],["new Date('1998-01-01').getTime()",3593405],["new Date('1999-01-01').getTime()",3798915],["new Date('2000-01-01').getTime()",3951187],["new Date('2001-01-01').getTime()",3646853],["new Date('2002-01-01').getTime()",3715548],["new Date('2003-01-01').getTime()",3501590],["new Date('2004-01-01').getTime()",3409723],["new Date('2005-01-01').getTime()",3213525],["new Date('2006-01-01').getTime()",3156132],["new Date('2007-01-01').getTime()",2891309],["new Date('2008-01-01').getTime()",2769104],["new Date('2009-01-01').getTime()",2805162],["new Date('2010-01-01').getTime()",2947809],["new Date('2011-01-01').getTime()",3511640],["new Date('2012-01-01').getTime()",3677797],["new Date('2013-01-01').getTime()",3842504],["new Date('2014-01-01').getTime()",4623635],["new Date('2015-01-01').getTime()",5382290],["new Date('2016-01-01').getTime()",6165089],["new Date('2017-01-01').getTime()",7373420]]},{"name":"Asia","type":"line","data":[["new Date('1964-01-01').getTime()",1261170],["new Date('1965-01-01').getTime()",1397000],["new Date('1966-01-01').getTime()",1395810],["new Date('1967-01-01').getTime()",151180],["new Date('1968-01-01').getTime()",158830],["new Date('1969-01-01').getTime()",155240],["new Date('1970-01-01').getTime()",150760],["new Date('1971-01-01').getTime()",195180],["new Date('1972-01-01').getTime()",205130],["new Date('1973-01-01').getTime()",101840],["new Date('1974-01-01').getTime()",68000],["new Date('1975-01-01').getTime()",84650],["new Date('1976-01-01').getTime()",95420],["new Date('1977-01-01').getTime()",264670],["new Date('1978-01-01').getTime()",676850],["new Date('1979-01-01').getTime()",1222020],["new Date('1980-01-01').getTime()",2524154],["new Date('1981-01-01').getTime()",4584803],["new Date('1982-01-01').getTime()",5249822],["new Date('1983-01-01').getTime()",5476427],["new Date('1984-01-01').getTime()",5166666],["new Date('1985-01-01').getTime()",5819892],["new Date('1986-01-01').getTime()",6326541],["new Date('1987-01-01').getTime()",6574797],["new Date('1988-01-01').getTime()",7066582],["new Date('1989-01-01').getTime()",7084483],["new Date('1990-01-01').getTime()",8494046],["new Date('1991-01-01').getTime()",8793297],["new Date('1992-01-01').getTime()",7956380],["new Date('1993-01-01').getTime()",6251694],["new Date('1994-01-01').getTime()",5564747],["new Date('1995-01-01').getTime()",5344395],["new Date('1996-01-01').getTime()",5570972],["new Date('1997-01-01').getTime()",5497379],["new Date('1998-01-01').getTime()",5375832],["new Date('1999-01-01').getTime()",5328517],["new Date('2000-01-01').getTime()",5889397],["new Date('2001-01-01').getTime()",6278879],["new Date('2002-01-01').getTime()",5208529],["new Date('2003-01-01').getTime()",4566604],["new Date('2004-01-01').getTime()",4752246],["new Date('2005-01-01').getTime()",4430665],["new Date('2006-01-01').getTime()",5523929],["new Date('2007-01-01').getTime()",7146281],["new Date('2008-01-01').getTime()",6525128],["new Date('2009-01-01').getTime()",6393200],["new Date('2010-01-01').getTime()",6441865],["new Date('2011-01-01').getTime()",5772713],["new Date('2012-01-01').getTime()",5713324],["new Date('2013-01-01').getTime()",6992887],["new Date('2014-01-01').getTime()",8718891],["new Date('2015-01-01').getTime()",9609536],["new Date('2016-01-01').getTime()",10000250],["new Date('2017-01-01').getTime()",11681576]]},{"name":"Europe","type":"line","data":[["new Date('1964-01-01').getTime()",220],["new Date('1965-01-01').getTime()",25820],["new Date('1966-01-01').getTime()",33190],["new Date('1967-01-01').getTime()",30950],["new Date('1968-01-01').getTime()",29210],["new Date('1969-01-01').getTime()",29460],["new Date('1970-01-01').getTime()",30730],["new Date('1971-01-01').getTime()",3680],["new Date('1972-01-01').getTime()",10690],["new Date('1973-01-01').getTime()",9380],["new Date('1974-01-01').getTime()",2010],["new Date('1975-01-01').getTime()",1840],["new Date('1976-01-01').getTime()",1120],["new Date('1977-01-01').getTime()",2460],["new Date('1978-01-01').getTime()",7130],["new Date('1979-01-01').getTime()",1970],["new Date('1980-01-01').getTime()",15846],["new Date('1981-01-01').getTime()",16546],["new Date('1982-01-01').getTime()",17155],["new Date('1983-01-01').getTime()",17451],["new Date('1984-01-01').getTime()",16592],["new Date('1985-01-01').getTime()",18785],["new Date('1986-01-01').getTime()",13467],["new Date('1987-01-01').getTime()",13131],["new Date('1988-01-01').getTime()",88047],["new Date('1989-01-01').getTime()",149036],["new Date('1990-01-01').getTime()",212051],["new Date('1991-01-01').getTime()",265736],["new Date('1992-01-01').getTime()",964362],["new Date('1993-01-01').getTime()",1157164],["new Date('1994-01-01').getTime()",1253868],["new Date('1995-01-01').getTime()",1389346],["new Date('1996-01-01').getTime()",1653932],["new Date('1997-01-01').getTime()",1564757],["new Date('1998-01-01').getTime()",1307240],["new Date('1999-01-01').getTime()",1199074],["new Date('2000-01-01').getTime()",1079134],["new 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title="View full code">View full code</span></summary></p>
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<div class="sourceCode" id="cb20"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"unhcr_ts"</span>)
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||
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<span class="no">unhcr_ts</span> <span class="kw">%>%</span>
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<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="no">population_type</span> <span class="kw">==</span> <span class="st">"Refugees (incl. refugee-like situations)"</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(<span class="kw">date</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/as.Date.html">as.Date</a></span>(<span class="fu"><a href="https://rdrr.io/r/base/paste.html">paste0</a></span>(<span class="no">year</span>, <span class="st">"-01-01"</span>))) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/apex.html">apex</a></span>(<span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">date</span>, <span class="no">n</span>, <span class="kw">group</span> <span class="kw">=</span> <span class="no">continent_origin</span>), <span class="kw">type</span> <span class="kw">=</span> <span class="st">"line"</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(<span class="kw">position</span> <span class="kw">=</span> <span class="st">"bottom"</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(<span class="kw">width</span> <span class="kw">=</span> <span class="fl">2</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span>(<span class="st">"#440154"</span>, <span class="st">"#414487"</span>, <span class="st">"#2A788E"</span>,
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<span class="st">"#22A884"</span>, <span class="st">"#7AD151"</span>, <span class="st">"#FDE725"</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
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<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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<span class="kw">formatter</span> <span class="kw">=</span> <span class="kw pkg">htmlwidgets</span><span class="kw ns">::</span><span class="fu"><a href="https://rdrr.io/pkg/htmlwidgets/man/JS.html">JS</a></span>(<span class="st">"function(val) {return (val/1e6).toFixed(0);}"</span>)
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),
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<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Number of refugees (in million)"</span>)
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) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">format</span> <span class="kw">=</span> <span class="st">"yyyy"</span>)) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
<span class="kw">x</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">format</span> <span class="kw">=</span> <span class="st">"yyyy"</span>),
|
||
<span class="kw">y</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(
|
||
<span class="co"># thousand separator in javascript</span>
|
||
<span class="st">"function(value) {return value.toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\");}"</span>
|
||
)
|
||
)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
<span class="kw">points</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">x</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"new Date('1994').getTime()"</span>),
|
||
<span class="kw">y</span> <span class="kw">=</span> <span class="fl">6935296</span>,
|
||
<span class="kw">label</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Great Lakes refugee crisis"</span>, <span class="kw">offsetY</span> <span class="kw">=</span> <span class="fl">0</span>),
|
||
<span class="kw">marker</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">size</span> <span class="kw">=</span> <span class="fl">6</span>)
|
||
)
|
||
)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Continent of origin for refugees population"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"Data from the UN Refugee Agency"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
</details><p><br><br></p>
|
||
</div>
|
||
<div id="scatter-plot" class="section level1">
|
||
<h1 class="hasAnchor">
|
||
<a href="#scatter-plot" class="anchor"></a>Scatter plot</h1>
|
||
<p>Dataset used is from <a href="https://github.com/jennybc/gapminder">{gapminder}</a>.</p>
|
||
<p>Transform data and initialize the chart :</p>
|
||
<div class="sourceCode" id="cb21"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"gapminder"</span>, <span class="kw">package</span> <span class="kw">=</span> <span class="st">"gapminder"</span>)
|
||
|
||
<span class="no">scatter</span> <span class="kw"><-</span> <span class="no">gapminder</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="no">year</span> <span class="kw">==</span> <span class="fl">2007</span>) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(
|
||
<span class="kw">gdpPercap</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html">log</a></span>(<span class="no">gdpPercap</span>),
|
||
<span class="kw">pop</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html">sqrt</a></span>(<span class="no">pop</span> / <span class="no">pi</span>) / <span class="fl">1500</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(
|
||
<span class="kw">mapping</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">gdpPercap</span>,
|
||
<span class="no">lifeExp</span>,
|
||
<span class="kw">z</span> <span class="kw">=</span> <span class="no">pop</span>,
|
||
<span class="kw">group</span> <span class="kw">=</span> <span class="no">continent</span>,
|
||
<span class="kw">label</span> <span class="kw">=</span> <span class="no">country</span>),
|
||
<span class="kw">type</span> <span class="kw">=</span> <span class="st">"scatter"</span>,
|
||
<span class="kw">height</span> <span class="kw">=</span> <span class="st">"500px"</span>
|
||
)</pre></body></html></div>
|
||
<p>Enable zoom on both axis :</p>
|
||
<div class="sourceCode" id="cb22"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span>(<span class="kw">zoom</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">enabled</span> <span class="kw">=</span> <span class="fl">TRUE</span>, <span class="kw">type</span> <span class="kw">=</span> <span class="st">"xy"</span>
|
||
))</pre></body></html></div>
|
||
<p>Show y-axis border and ticks, no decimals in labels :</p>
|
||
<div class="sourceCode" id="cb23"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
<span class="kw">decimalsInFloat</span> <span class="kw">=</span> <span class="fl">0</span>,
|
||
<span class="kw">axisBorder</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">show</span> <span class="kw">=</span> <span class="fl">TRUE</span>),
|
||
<span class="kw">axisTicks</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">show</span> <span class="kw">=</span> <span class="fl">TRUE</span>),
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"life expectancy at birth (in years)"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Configuration for x-axis, hide the tooltip displayed on the axis itself (not the main tooltip), display two decimals in the labels (useful when zooming, since values are logarithm there’s a lot of decimals) :</p>
|
||
<div class="sourceCode" id="cb24"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
<span class="kw">tickAmount</span> <span class="kw">=</span> <span class="fl">8</span>,
|
||
<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function(val) {return val.toFixed(2);}"</span>)
|
||
),
|
||
<span class="kw">tooltip</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">enabled</span> <span class="kw">=</span> <span class="fl">FALSE</span>),
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"GDP per capita (log-scale)"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Display vertical grid lines (on the x-axis, those on the y-axis are enabled by default) :</p>
|
||
<div class="sourceCode" id="cb25"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_grid.html">ax_grid</a></span>(<span class="kw">xaxis</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">lines</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">show</span> <span class="kw">=</span> <span class="fl">TRUE</span>)))</pre></body></html></div>
|
||
<p>Legend on the right and slightly offset downwards :</p>
|
||
<div class="sourceCode" id="cb26"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(<span class="kw">position</span> <span class="kw">=</span> <span class="st">"right"</span>, <span class="kw">offsetY</span> <span class="kw">=</span> <span class="fl">70</span>)</pre></body></html></div>
|
||
<p>Add a custom tooltip with an HTML string, data used in aesthetic can be accessed in JavaScript with <code>w.config.series[seriesIndex].data[dataPointIndex].x</code> (x is the variable <code>gdpPercap</code>), or <code>w.config.series[seriesIndex].data[dataPointIndex].label</code> (the country), it’s possible to use custom aesthetics to include more data in the chart configuration script.</p>
|
||
<div class="sourceCode" id="cb27"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(<span class="kw">custom</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="fu"><a href="https://rdrr.io/r/base/paste.html">paste</a></span>(
|
||
<span class="st">"function({ series, seriesIndex, dataPointIndex, w }) {"</span>,
|
||
<span class="st">"console.log(w); return ("</span>,
|
||
<span class="st">"'<div>' +"</span>,
|
||
|
||
<span class="st">"'<div class = \"apexcharts-tooltip-title\">' +"</span>,
|
||
<span class="st">"w.config.series[seriesIndex].data[dataPointIndex].label"</span>,
|
||
<span class="st">"+ '</div>' +"</span>,
|
||
<span class="st">"'<div style = \"padding: 5px;\">' +"</span>,
|
||
<span class="st">"'<div class = \"apexcharts-tooltip-y-group\">' +"</span>,
|
||
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,
|
||
<span class="st">"'Population: ' +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,
|
||
<span class="st">"Math.round(Math.pow(w.config.series[seriesIndex].data[dataPointIndex].z * 1500, 2) * Math.PI).
|
||
toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\") +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
|
||
<span class="st">"'</br>' +"</span>,
|
||
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,
|
||
<span class="st">"'GDP per capita: ' +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,
|
||
<span class="st">"Math.round(Math.exp(w.config.series[seriesIndex].data[dataPointIndex].x)) +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
|
||
<span class="st">"'</br>' +"</span>,
|
||
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,
|
||
<span class="st">"'Life expectancy: ' +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,
|
||
<span class="st">"w.config.series[seriesIndex].data[dataPointIndex].y +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
|
||
|
||
<span class="st">"'</div>' +"</span>,
|
||
<span class="st">"'</div>' +"</span>,
|
||
|
||
<span class="st">"'</div>'"</span>,
|
||
<span class="st">");"</span>,
|
||
<span class="st">"}"</span>, <span class="kw">sep</span> <span class="kw">=</span> <span class="st">"\n"</span>
|
||
)))</pre></body></html></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb28"><html><body><pre class="r"><span class="no">scatter</span> <span class="kw"><-</span> <span class="no">scatter</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Life expectancy, GDP and population"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"gapminder dataset from {gapminder}"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb29"><html><body><pre class="r"><span class="no">scatter</span></pre></body></html></div>
|
||
<div id="htmlwidget-09bf1a60571dd0c512ec" style="width:100%;height:500px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-09bf1a60571dd0c512ec">{"x":{"ax_opts":{"chart":{"type":"bubble","zoom":{"enabled":true,"type":"xy"}},"series":[{"name":"Asia","type":"bubble","data":[{"x":6.8820069561858,"y":43.828,"z":2.12402947882241,"label":"Afghanistan"},{"x":10.3021310576603,"y":75.635,"z":0.316611076512148,"label":"Bahrain"},{"x":7.23796062819251,"y":64.062,"z":4.61346790090975,"label":"Bangladesh"},{"x":7.44645596946729,"y":59.723,"z":1.41394799708641,"label":"Cambodia"},{"x":8.50898254693882,"y":72.961,"z":13.6585319887973,"label":"China"},{"x":10.5897354544633,"y":82.208,"z":0.993743572834219,"label":"Hong Kong, China"},{"x":7.80474510373349,"y":64.698,"z":12.5335129373569,"label":"India"},{"x":8.17206604681841,"y":70.65,"z":5.62364927493123,"label":"Indonesia"},{"x":9.35925288424117,"y":70.964,"z":3.1345925102357,"label":"Iran"},{"x":8.40538122225756,"y":59.545,"z":1.97241044205932,"label":"Iraq"},{"x":10.1473461422239,"y":80.745,"z":0.953514076346544,"label":"Israel"},{"x":10.3626851330503,"y":82.603,"z":4.24653142952633,"label":"Japan"},{"x":8.41614805576445,"y":72.535,"z":0.92539269139071,"label":"Jordan"},{"x":7.37341541389891,"y":67.297,"z":1.81563205188668,"label":"Korea, Dem. 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<div class="sourceCode" id="cb30"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"gapminder"</span>, <span class="kw">package</span> <span class="kw">=</span> <span class="st">"gapminder"</span>)
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<span class="no">gapminder</span> <span class="kw">%>%</span>
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<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="no">year</span> <span class="kw">==</span> <span class="fl">2007</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(
|
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<span class="kw">gdpPercap</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html">log</a></span>(<span class="no">gdpPercap</span>),
|
||
<span class="kw">pop</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html">sqrt</a></span>(<span class="no">pop</span> / <span class="no">pi</span>) / <span class="fl">1500</span>
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) <span class="kw">%>%</span>
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||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(<span class="kw">mapping</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">gdpPercap</span>, <span class="no">lifeExp</span>, <span class="kw">z</span> <span class="kw">=</span> <span class="no">pop</span>, <span class="kw">group</span> <span class="kw">=</span> <span class="no">continent</span>, <span class="kw">label</span> <span class="kw">=</span> <span class="no">country</span>), <span class="kw">type</span> <span class="kw">=</span> <span class="st">"scatter"</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span>(<span class="kw">zoom</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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<span class="kw">enabled</span> <span class="kw">=</span> <span class="fl">TRUE</span>, <span class="kw">type</span> <span class="kw">=</span> <span class="st">"xy"</span>
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)) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
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<span class="kw">decimalsInFloat</span> <span class="kw">=</span> <span class="fl">0</span>,
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<span class="kw">axisBorder</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">show</span> <span class="kw">=</span> <span class="fl">TRUE</span>),
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||
<span class="kw">axisTicks</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">show</span> <span class="kw">=</span> <span class="fl">TRUE</span>),
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||
<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"life expectancy at birth (in years)"</span>)
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) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
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<span class="kw">tickAmount</span> <span class="kw">=</span> <span class="fl">8</span>,
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<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function(val) {return val.toFixed(2);}"</span>)
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||
),
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<span class="kw">tooltip</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">enabled</span> <span class="kw">=</span> <span class="fl">FALSE</span>),
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<span class="kw">title</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">text</span> <span class="kw">=</span> <span class="st">"GDP per capita (log-scale)"</span>)
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) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_grid.html">ax_grid</a></span>(<span class="kw">xaxis</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">lines</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">show</span> <span class="kw">=</span> <span class="fl">TRUE</span>))) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(<span class="kw">position</span> <span class="kw">=</span> <span class="st">"right"</span>, <span class="kw">offsetY</span> <span class="kw">=</span> <span class="fl">70</span>) <span class="kw">%>%</span>
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<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(<span class="kw">custom</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="fu"><a href="https://rdrr.io/r/base/paste.html">paste</a></span>(
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<span class="st">"function({ series, seriesIndex, dataPointIndex, w }) {"</span>,
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<span class="st">"console.log(w); return ("</span>,
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<span class="st">"'<div>' +"</span>,
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<span class="st">"'<div class = \"apexcharts-tooltip-title\">' +"</span>,
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<span class="st">"w.config.series[seriesIndex].data[dataPointIndex].label"</span>,
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<span class="st">"+ '</div>' +"</span>,
|
||
<span class="st">"'<div style = \"padding: 5px;\">' +"</span>,
|
||
<span class="st">"'<div class = \"apexcharts-tooltip-y-group\">' +"</span>,
|
||
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,
|
||
<span class="st">"'Population: ' +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,
|
||
<span class="st">"Math.round(Math.pow(w.config.series[seriesIndex].data[dataPointIndex].z * 1500, 2) * Math.PI).
|
||
toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\") +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
|
||
<span class="st">"'</br>' +"</span>,
|
||
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,
|
||
<span class="st">"'GDP per capita: ' +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,
|
||
<span class="st">"Math.round(Math.exp(w.config.series[seriesIndex].data[dataPointIndex].x)) +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
|
||
<span class="st">"'</br>' +"</span>,
|
||
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,
|
||
<span class="st">"'Life expectancy: ' +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
<span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,
|
||
<span class="st">"w.config.series[seriesIndex].data[dataPointIndex].y +"</span>,
|
||
<span class="st">"'</span>' +"</span>,
|
||
|
||
|
||
<span class="st">"'</div>' +"</span>,
|
||
<span class="st">"'</div>' +"</span>,
|
||
|
||
<span class="st">"'</div>'"</span>,
|
||
<span class="st">");"</span>,
|
||
<span class="st">"}"</span>, <span class="kw">sep</span> <span class="kw">=</span> <span class="st">"\n"</span>
|
||
))) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Life expectancy, GDP and population"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"gapminder dataset from {gapminder}"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
</details><p><br><br></p>
|
||
</div>
|
||
<div id="heatmap" class="section level1">
|
||
<h1 class="hasAnchor">
|
||
<a href="#heatmap" class="anchor"></a>Heatmap</h1>
|
||
<p>This is an adaption of this fancy <a href="http://jkunst.com/highcharter/showcase.html">{highcharter} example</a>, based from this <a href="http://graphics.wsj.com/infectious-diseases-and-vaccines/">WSJ visualization</a>.</p>
|
||
<div class="sourceCode" id="cb31"><html><body><pre class="r"><span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"vaccines"</span>, <span class="kw">package</span> <span class="kw">=</span> <span class="st">"highcharter"</span>)
|
||
|
||
<span class="no">heatmap</span> <span class="kw"><-</span> <span class="fu"><a href="../../reference/apex.html">apex</a></span>(
|
||
<span class="no">vaccines</span>,
|
||
<span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="no">year</span>, <span class="no">state</span>, <span class="kw">fill</span> <span class="kw">=</span> <span class="no">count</span>),
|
||
<span class="kw">type</span> <span class="kw">=</span> <span class="st">"heatmap"</span>,
|
||
<span class="kw">height</span> <span class="kw">=</span> <span class="st">"800px"</span>
|
||
)</pre></body></html></div>
|
||
<p>Remove the animations (little slow otherwise) :</p>
|
||
<div class="sourceCode" id="cb32"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span>(<span class="kw">animations</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">enabled</span> <span class="kw">=</span> <span class="fl">FALSE</span>))</pre></body></html></div>
|
||
<p>Remove values displayed in the heatmap :</p>
|
||
<div class="sourceCode" id="cb33"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_dataLabels.html">ax_dataLabels</a></span>(<span class="kw">enabled</span> <span class="kw">=</span> <span class="fl">FALSE</span>)</pre></body></html></div>
|
||
<p>Remove space between squared of the heatmap :</p>
|
||
<div class="sourceCode" id="cb34"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(<span class="kw">width</span> <span class="kw">=</span> <span class="fl">0</span>)</pre></body></html></div>
|
||
<p>That’s not possible to make a continuous scale in the legend (like with highcharter), so we use breakpoints :</p>
|
||
<div class="sourceCode" id="cb35"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_plotOptions.html">ax_plotOptions</a></span>(
|
||
<span class="kw">heatmap</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/heatmap_opts.html">heatmap_opts</a></span>(
|
||
<span class="kw">radius</span> <span class="kw">=</span> <span class="fl">0</span>,
|
||
<span class="kw">enableShades</span> <span class="kw">=</span> <span class="fl">FALSE</span>,
|
||
<span class="kw">colorScale</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">ranges</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">from</span> <span class="kw">=</span> <span class="fl">0</span>,
|
||
<span class="kw">to</span> <span class="kw">=</span> <span class="fl">0.001</span>,
|
||
<span class="kw">name</span> <span class="kw">=</span> <span class="st">"Missing"</span>,
|
||
<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#FFF"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">from</span> <span class="kw">=</span> <span class="fl">0.001</span>,
|
||
<span class="kw">to</span> <span class="kw">=</span> <span class="fl">4</span>,
|
||
<span class="kw">name</span> <span class="kw">=</span> <span class="st">"low"</span>,
|
||
<span class="co"># color = "#000004"</span>
|
||
<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#FDE725"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">from</span> <span class="kw">=</span> <span class="fl">4</span>,
|
||
<span class="kw">to</span> <span class="kw">=</span> <span class="fl">70</span>,
|
||
<span class="kw">name</span> <span class="kw">=</span> <span class="st">"mid-low"</span>,
|
||
<span class="co"># color = "#781C6D",</span>
|
||
<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#35B779"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">from</span> <span class="kw">=</span> <span class="fl">70</span>,
|
||
<span class="kw">to</span> <span class="kw">=</span> <span class="fl">290</span>,
|
||
<span class="kw">name</span> <span class="kw">=</span> <span class="st">"mid-high"</span>,
|
||
<span class="co"># color = "#ED6925",</span>
|
||
<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#31688E"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">from</span> <span class="kw">=</span> <span class="fl">290</span>,
|
||
<span class="kw">to</span> <span class="kw">=</span> <span class="fl">3000</span>,
|
||
<span class="kw">name</span> <span class="kw">=</span> <span class="st">"high"</span>,
|
||
<span class="co"># color = "#FCFFA4",</span>
|
||
<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#440154"</span>
|
||
)
|
||
)
|
||
)
|
||
)
|
||
)</pre></body></html></div>
|
||
<p>Missing values are colored by default, above we set them to be displayed in white, and now we hide the corresponding legend :</p>
|
||
<div class="sourceCode" id="cb36"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(
|
||
<span class="st">"function(seriesName, opts) {
|
||
if (seriesName == 'Missing') return null; else return seriesName;
|
||
}"</span>
|
||
),
|
||
<span class="kw">offsetY</span> <span class="kw">=</span> -<span class="fl">15</span>
|
||
)</pre></body></html></div>
|
||
<p>Set size of the y-axis labels :</p>
|
||
<div class="sourceCode" id="cb37"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"8px"</span>)
|
||
)
|
||
)</pre></body></html></div>
|
||
<p>Add a vertical line to identify the year when the vaccine was introduced :</p>
|
||
<div class="sourceCode" id="cb38"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
<span class="kw">xaxis</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">x</span> <span class="kw">=</span> <span class="fl">1963</span>, <span class="kw">x2</span> <span class="kw">=</span> <span class="fl">1963.1</span>,
|
||
<span class="kw">strokeDashArray</span> <span class="kw">=</span> <span class="fl">0</span>,
|
||
<span class="kw">opacity</span> <span class="kw">=</span> <span class="fl">1</span>,
|
||
<span class="kw">borderColor</span> <span class="kw">=</span> <span class="st">"firebrick"</span>,
|
||
<span class="kw">fillColor</span> <span class="kw">=</span> <span class="st">"firebrick"</span>,
|
||
<span class="kw">label</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">borderColor</span> <span class="kw">=</span> <span class="st">"firebrick"</span>,
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#FFF"</span>, <span class="kw">background</span> <span class="kw">=</span> <span class="st">"firebrick"</span>),
|
||
<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Vaccine Introduced"</span>,
|
||
<span class="kw">orientation</span> <span class="kw">=</span> <span class="st">"horizontal"</span>,
|
||
<span class="kw">position</span> <span class="kw">=</span> <span class="st">"bottom"</span>,
|
||
<span class="kw">offsetY</span> <span class="kw">=</span> <span class="fl">0</span>
|
||
)
|
||
)
|
||
)
|
||
)</pre></body></html></div>
|
||
<p>As usual, add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb39"><html><body><pre class="r"><span class="no">heatmap</span> <span class="kw"><-</span> <span class="no">heatmap</span> <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Infectious Diseases and Vaccines"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"vaccines dataset from {highcharter}"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb40"><html><body><pre class="r"><span class="no">heatmap</span></pre></body></html></div>
|
||
<div id="htmlwidget-1e2ef6d798015e0b9b75" style="width:100%;height:800px;" class="apexcharter html-widget"></div>
|
||
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||
)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(
|
||
<span class="kw">formatter</span> <span class="kw">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(
|
||
<span class="st">"function(seriesName, opts) {
|
||
if (seriesName == 'Missing') return null; else return seriesName;
|
||
}"</span>
|
||
),
|
||
<span class="kw">offsetY</span> <span class="kw">=</span> -<span class="fl">15</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
<span class="kw">labels</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"8px"</span>),
|
||
<span class="kw">offsetY</span> <span class="kw">=</span> -<span class="fl">20</span>
|
||
)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
<span class="kw">xaxis</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">x</span> <span class="kw">=</span> <span class="fl">1963</span>, <span class="kw">x2</span> <span class="kw">=</span> <span class="fl">1963.1</span>,
|
||
<span class="kw">strokeDashArray</span> <span class="kw">=</span> <span class="fl">0</span>,
|
||
<span class="kw">opacity</span> <span class="kw">=</span> <span class="fl">1</span>,
|
||
<span class="kw">borderColor</span> <span class="kw">=</span> <span class="st">"firebrick"</span>,
|
||
<span class="kw">fillColor</span> <span class="kw">=</span> <span class="st">"firebrick"</span>,
|
||
<span class="kw">label</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
<span class="kw">borderColor</span> <span class="kw">=</span> <span class="st">"firebrick"</span>,
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">color</span> <span class="kw">=</span> <span class="st">"#FFF"</span>, <span class="kw">background</span> <span class="kw">=</span> <span class="st">"firebrick"</span>),
|
||
<span class="kw">text</span> <span class="kw">=</span> <span class="st">"Vaccine Introduced"</span>,
|
||
<span class="kw">orientation</span> <span class="kw">=</span> <span class="st">"horizontal"</span>,
|
||
<span class="kw">position</span> <span class="kw">=</span> <span class="st">"bottom"</span>,
|
||
<span class="kw">offsetY</span> <span class="kw">=</span> <span class="fl">0</span>
|
||
)
|
||
)
|
||
)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
<span class="kw">title</span> <span class="kw">=</span> <span class="st">"Infectious Diseases and Vaccines"</span>,
|
||
<span class="kw">subtitle</span> <span class="kw">=</span> <span class="st">"vaccines dataset from {highcharter}"</span>
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"22px"</span>)
|
||
) <span class="kw">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
<span class="kw">style</span> <span class="kw">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(<span class="kw">fontSize</span> <span class="kw">=</span> <span class="st">"16px"</span>, <span class="kw">color</span> <span class="kw">=</span> <span class="st">"#BDBDBD"</span>)
|
||
)</pre></body></html></div>
|
||
</details>
|
||
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|
||
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|
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<p>Developed by <a href="https://twitter.com/_pvictorr"><img src="https://pbs.twimg.com/profile_images/844237339404722177/E1U61aM8_normal.jpg"> Victor Perrier</a>, <a href="https://twitter.com/_mfaan"><img src="https://pbs.twimg.com/profile_images/912313931326218240/o1-wvA18_normal.jpg"> Fanny Meyer</a>.</p>
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|
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