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</header><script src="advanced-configuration_files/accessible-code-block-0.0.1/empty-anchor.js"></script><script src="advanced-configuration_files/htmlwidgets-1.5.1/htmlwidgets.js"></script><script src="advanced-configuration_files/apexcharts-3.20.1/apexcharts.min.js"></script><link href="advanced-configuration_files/apexcharter-css-0.1.0/apexcharter.css" rel="stylesheet">
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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>
|
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||
|
||
<div class="sourceCode" id="cb1"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/base/library.html">library</a></span>(<span class="kw"><a href="https://github.com/dreamRs/apexcharter">apexcharter</a></span>)
|
||
<span class="fu"><a href="https://rdrr.io/r/base/library.html">library</a></span>(<span class="kw"><a href="https://dplyr.tidyverse.org">dplyr</a></span>)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"mpg"</span>, package = <span class="st">"ggplot2"</span>)
|
||
|
||
<span class="kw">bars</span> <span class="op"><-</span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/count.html">count</a></span>(<span class="kw">mpg</span>, <span class="kw">class</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(pct = <span class="kw">n</span><span class="op">/</span><span class="fu"><a href="https://rdrr.io/r/base/sum.html">sum</a></span>(<span class="kw">n</span>)) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(mapping = <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="kw">class</span>, <span class="kw">pct</span>), type = <span class="st">"column"</span>)
|
||
</pre></div>
|
||
<p>Change color used :</p>
|
||
<div class="sourceCode" id="cb3"><pre class="downlit">
|
||
<span class="kw">bars</span> <span class="op"><-</span> <span class="kw">bars</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span>(<span class="st">"#617a89"</span>)
|
||
</pre></div>
|
||
<p>Modify the y-axis and add a percent symbol after the labels :</p>
|
||
<div class="sourceCode" id="cb4"><pre class="downlit">
|
||
<span class="kw">bars</span> <span class="op"><-</span> <span class="kw">bars</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Weight (tons)"</span>),
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/format_num.html">format_num</a></span>(<span class="st">".0%"</span>)
|
||
),
|
||
tickAmount = <span class="fl">6</span>,
|
||
max = <span class="fl">0.3</span>
|
||
)
|
||
</pre></div>
|
||
<p>Add a title to the x-axis :</p>
|
||
<div class="sourceCode" id="cb5"><pre class="downlit">
|
||
<span class="kw">bars</span> <span class="op"><-</span> <span class="kw">bars</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Fuel efficiency (mpg)"</span>)
|
||
)
|
||
</pre></div>
|
||
<p>Modify the tooltip to display “Percentage” instead of the variable name “pct” :</p>
|
||
<div class="sourceCode" id="cb6"><pre class="downlit">
|
||
<span class="kw">bars</span> <span class="op"><-</span> <span class="kw">bars</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
y = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function() {return 'Percentage';}"</span>)
|
||
)
|
||
)
|
||
)
|
||
</pre></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb7"><pre class="downlit">
|
||
<span class="kw">bars</span> <span class="op"><-</span> <span class="kw">bars</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Seminal ggplot2 column chart example with percents"</span>,
|
||
subtitle = <span class="st">"Example taken from {hrbrthemes} readme"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb8"><pre class="downlit">
|
||
<span class="kw">bars</span>
|
||
</pre></div>
|
||
<div id="htmlwidget-e269f12752f2f5a04aa2" style="width:100%;height:350px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-e269f12752f2f5a04aa2">{"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"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"mpg"</span>, package = <span class="st">"ggplot2"</span>)
|
||
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/count.html">count</a></span>(<span class="kw">mpg</span>, <span class="kw">class</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(pct = <span class="kw">n</span><span class="op">/</span><span class="fu"><a href="https://rdrr.io/r/base/sum.html">sum</a></span>(<span class="kw">n</span>)) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(mapping = <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="kw">class</span>, <span class="kw">pct</span>), type = <span class="st">"column"</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span>(<span class="st">"#617a89"</span>)<span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Weight (tons)"</span>),
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/format_num.html">format_num</a></span>(<span class="st">".0%"</span>)
|
||
),
|
||
tickAmount = <span class="fl">6</span>,
|
||
max = <span class="fl">0.3</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Fuel efficiency (mpg)"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
y = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function() {return 'Percentage';}"</span>)
|
||
)
|
||
)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Seminal ggplot2 column chart example with percents"</span>,
|
||
subtitle = <span class="st">"Example taken from {hrbrthemes} readme"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"unhcr_ts"</span>)
|
||
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">unhcr_ts</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="kw">population_type</span> <span class="op">==</span> <span class="st">"Refugees (incl. refugee-like situations)"</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(date = <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="kw">year</span>, <span class="st">"-01-01"</span>))) <span class="op">%>%</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="kw">date</span>, <span class="kw">n</span>, group = <span class="kw">continent_origin</span>), type = <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></div>
|
||
<p>Put the legend at the bottom :</p>
|
||
<div class="sourceCode" id="cb11"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(position = <span class="st">"bottom"</span>)
|
||
</pre></div>
|
||
<p>Change the width of the lines :</p>
|
||
<div class="sourceCode" id="cb12"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(width = <span class="fl">2</span>)
|
||
</pre></div>
|
||
<p>Change the colors (Viridis palette) :</p>
|
||
<div class="sourceCode" id="cb13"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</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></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"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function(val) {return (val/1e6).toFixed(0);}"</span>)
|
||
),
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Number of refugees (in million)"</span>)
|
||
)
|
||
</pre></div>
|
||
<p>Only display the years in the x-axis labels :</p>
|
||
<div class="sourceCode" id="cb15"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(format = <span class="st">"yyyy"</span>))
|
||
</pre></div>
|
||
<p>Same in tooltip, and a thousand separator in the value displayed :</p>
|
||
<div class="sourceCode" id="cb16"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
x = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(format = <span class="st">"yyyy"</span>),
|
||
y = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <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></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"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
points = <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>(
|
||
x = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"new Date('1994').getTime()"</span>),
|
||
y = <span class="fl">6935296</span>,
|
||
label = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Great Lakes refugee crisis"</span>, offsetY = <span class="fl">0</span>),
|
||
marker = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(size = <span class="fl">6</span>)
|
||
)
|
||
)
|
||
)
|
||
</pre></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb18"><pre class="downlit">
|
||
<span class="kw">lines</span> <span class="op"><-</span> <span class="kw">lines</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Continent of origin for refugees population"</span>,
|
||
subtitle = <span class="st">"Data from the UN Refugee Agency"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb19"><pre class="downlit">
|
||
<span class="kw">lines</span>
|
||
</pre></div>
|
||
<div id="htmlwidget-5ae887cd3574002a15cd" style="width:100%;height:350px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-5ae887cd3574002a15cd">{"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 Date('2001-01-01').getTime()",998238],["new Date('2002-01-01').getTime()",1269077],["new Date('2003-01-01').getTime()",1097853],["new Date('2004-01-01').getTime()",948400],["new Date('2005-01-01').getTime()",698304],["new Date('2006-01-01').getTime()",772309],["new Date('2007-01-01').getTime()",516416],["new Date('2008-01-01').getTime()",539452],["new Date('2009-01-01').getTime()",528245],["new Date('2010-01-01').getTime()",500063],["new Date('2011-01-01').getTime()",467387],["new Date('2012-01-01').getTime()",456821],["new Date('2013-01-01').getTime()",233539],["new Date('2014-01-01').getTime()",444471],["new Date('2015-01-01').getTime()",507447],["new Date('2016-01-01').getTime()",412142],["new Date('2017-01-01').getTime()",308707]]},{"name":"North America","type":"line","data":[["new Date('1969-01-01').getTime()",14500],["new Date('1970-01-01').getTime()",16700],["new Date('1971-01-01').getTime()",54500],["new Date('1972-01-01').getTime()",17070],["new Date('1974-01-01').getTime()",2600],["new Date('1978-01-01').getTime()",145150],["new Date('1979-01-01').getTime()",23460],["new Date('1980-01-01').getTime()",98834],["new Date('1981-01-01').getTime()",316924],["new Date('1982-01-01').getTime()",303514],["new Date('1983-01-01').getTime()",316075],["new Date('1984-01-01').getTime()",332697],["new Date('1985-01-01').getTime()",294121],["new Date('1986-01-01').getTime()",298042],["new Date('1987-01-01').getTime()",295761],["new Date('1988-01-01').getTime()",315341],["new Date('1989-01-01').getTime()",194096],["new Date('1990-01-01').getTime()",146893],["new Date('1991-01-01').getTime()",152577],["new Date('1992-01-01').getTime()",153544],["new Date('1993-01-01').getTime()",136866],["new Date('1994-01-01').getTime()",144679],["new Date('1995-01-01').getTime()",131444],["new Date('1996-01-01').getTime()",125707],["new Date('1997-01-01').getTime()",119854],["new Date('1998-01-01').getTime()",106300],["new Date('1999-01-01').getTime()",96001],["new Date('2000-01-01').getTime()",63919],["new Date('2001-01-01').getTime()",57589],["new Date('2002-01-01').getTime()",53704],["new Date('2003-01-01').getTime()",43442],["new Date('2004-01-01').getTime()",39348],["new Date('2005-01-01').getTime()",46780],["new Date('2006-01-01').getTime()",77124],["new Date('2007-01-01').getTime()",56508],["new Date('2008-01-01').getTime()",56488],["new Date('2009-01-01').getTime()",57501],["new Date('2010-01-01').getTime()",60487],["new Date('2011-01-01').getTime()",73599],["new Date('2012-01-01').getTime()",83091],["new Date('2013-01-01').getTime()",87189],["new Date('2014-01-01').getTime()",90987],["new Date('2015-01-01').getTime()",97919],["new Date('2016-01-01').getTime()",96526],["new Date('2017-01-01').getTime()",110091]]},{"name":"Oceania","type":"line","data":[["new Date('1990-01-01').getTime()",1],["new Date('1991-01-01').getTime()",1],["new Date('1992-01-01').getTime()",19],["new Date('1993-01-01').getTime()",89],["new Date('1994-01-01').getTime()",159],["new Date('1995-01-01').getTime()",2260],["new Date('1996-01-01').getTime()",2354],["new Date('1997-01-01').getTime()",1177],["new Date('1998-01-01').getTime()",562],["new Date('1999-01-01').getTime()",383],["new Date('2000-01-01').getTime()",456],["new Date('2001-01-01').getTime()",787],["new Date('2002-01-01').getTime()",1168],["new Date('2003-01-01').getTime()",1215],["new Date('2004-01-01').getTime()",1416],["new Date('2005-01-01').getTime()",1515],["new Date('2006-01-01').getTime()",1849],["new Date('2007-01-01').getTime()",2039],["new Date('2008-01-01').getTime()",2074],["new Date('2009-01-01').getTime()",2105],["new Date('2010-01-01').getTime()",2109],["new Date('2011-01-01').getTime()",1890],["new Date('2012-01-01').getTime()",1682],["new Date('2013-01-01').getTime()",1500],["new Date('2014-01-01').getTime()",1377],["new Date('2015-01-01').getTime()",1387],["new Date('2016-01-01').getTime()",1361],["new 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title="View full code">View full code</span></summary></p>
|
||
<div class="sourceCode" id="cb20"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"unhcr_ts"</span>)
|
||
|
||
<span class="kw">unhcr_ts</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="kw">population_type</span> <span class="op">==</span> <span class="st">"Refugees (incl. refugee-like situations)"</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(date = <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="kw">year</span>, <span class="st">"-01-01"</span>))) <span class="op">%>%</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="kw">date</span>, <span class="kw">n</span>, group = <span class="kw">continent_origin</span>), type = <span class="st">"line"</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(position = <span class="st">"bottom"</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(width = <span class="fl">2</span>) <span class="op">%>%</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>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="kw">htmlwidgets</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>)
|
||
),
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Number of refugees (in million)"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(format = <span class="st">"yyyy"</span>)) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(
|
||
x = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(format = <span class="st">"yyyy"</span>),
|
||
y = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <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="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
points = <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>(
|
||
x = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"new Date('1994').getTime()"</span>),
|
||
y = <span class="fl">6935296</span>,
|
||
label = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"Great Lakes refugee crisis"</span>, offsetY = <span class="fl">0</span>),
|
||
marker = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(size = <span class="fl">6</span>)
|
||
)
|
||
)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Continent of origin for refugees population"</span>,
|
||
subtitle = <span class="st">"Data from the UN Refugee Agency"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"gapminder"</span>, package = <span class="st">"gapminder"</span>)
|
||
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">gapminder</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="kw">year</span> <span class="op">==</span> <span class="fl">2007</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(
|
||
gdpPercap = <span class="fu"><a href="https://rdrr.io/r/base/Log.html">log</a></span>(<span class="kw">gdpPercap</span>),
|
||
pop = <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html">sqrt</a></span>(<span class="kw">pop</span> <span class="op">/</span> <span class="kw">pi</span>) <span class="op">/</span> <span class="fl">1500</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(
|
||
mapping = <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="kw">gdpPercap</span>,
|
||
<span class="kw">lifeExp</span>,
|
||
z = <span class="kw">pop</span>,
|
||
group = <span class="kw">continent</span>,
|
||
label = <span class="kw">country</span>),
|
||
type = <span class="st">"scatter"</span>,
|
||
height = <span class="st">"500px"</span>
|
||
)
|
||
</pre></div>
|
||
<p>Enable zoom on both axis :</p>
|
||
<div class="sourceCode" id="cb22"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span>(zoom = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
enabled = <span class="fl">TRUE</span>, type = <span class="st">"xy"</span>
|
||
))
|
||
</pre></div>
|
||
<p>Show y-axis border and ticks, no decimals in labels :</p>
|
||
<div class="sourceCode" id="cb23"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
decimalsInFloat = <span class="fl">0</span>,
|
||
axisBorder = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(show = <span class="fl">TRUE</span>),
|
||
axisTicks = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(show = <span class="fl">TRUE</span>),
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"life expectancy at birth (in years)"</span>)
|
||
)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
tickAmount = <span class="fl">8</span>,
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function(val) {return val.toFixed(2);}"</span>)
|
||
),
|
||
tooltip = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(enabled = <span class="fl">FALSE</span>),
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"GDP per capita (log-scale)"</span>)
|
||
)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_grid.html">ax_grid</a></span>(xaxis = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(lines = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(show = <span class="fl">TRUE</span>)))
|
||
</pre></div>
|
||
<p>Legend on the right and slightly offset downwards :</p>
|
||
<div class="sourceCode" id="cb26"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(position = <span class="st">"right"</span>, offsetY = <span class="fl">70</span>)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(custom = <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>, sep = <span class="st">"\n"</span>
|
||
)))
|
||
</pre></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb28"><pre class="downlit">
|
||
<span class="kw">scatter</span> <span class="op"><-</span> <span class="kw">scatter</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Life expectancy, GDP and population"</span>,
|
||
subtitle = <span class="st">"gapminder dataset from {gapminder}"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb29"><pre class="downlit">
|
||
<span class="kw">scatter</span>
|
||
</pre></div>
|
||
<div id="htmlwidget-39d3aaf1bbba70fc9833" style="width:100%;height:500px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-39d3aaf1bbba70fc9833">{"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. Rep."},{"x":10.0582725909726,"y":78.623,"z":2.63408778414488,"label":"Korea, Rep."},{"x":10.764413339038,"y":77.588,"z":0.595368867964044,"label":"Kuwait"},{"x":9.25541494473439,"y":71.993,"z":0.744813639293601,"label":"Lebanon"},{"x":9.42960888903361,"y":74.241,"z":1.8738979838941,"label":"Malaysia"},{"x":8.0377926761257,"y":66.803,"z":0.637656486500986,"label":"Mongolia"},{"x":6.8501261661455,"y":62.069,"z":2.5994110801156,"label":"Myanmar"},{"x":6.99517970049047,"y":63.785,"z":2.02206994992841,"label":"Nepal"},{"x":10.013067831606,"y":75.64,"z":0.673349966560488,"label":"Oman"},{"x":7.86555164236352,"y":65.483,"z":4.89355634512389,"label":"Pakistan"},{"x":8.06792697312615,"y":71.688,"z":3.58954041372049,"label":"Philippines"},{"x":9.98298389282434,"y":72.777,"z":1.97604355151449,"label":"Saudi Arabia"},{"x":10.7609446252124,"y":79.972,"z":0.802570253507449,"label":"Singapore"},{"x":8.2865454053824,"y":72.396,"z":1.69791963384164,"label":"Sri Lanka"},{"x":8.33915399358039,"y":74.143,"z":1.65302079293755,"label":"Syria"},{"x":10.2652890227549,"y":78.4,"z":1.81066063886205,"label":"Taiwan"},{"x":8.91709570051749,"y":70.616,"z":3.03401714654057,"label":"Thailand"},{"x":7.80039917688879,"y":74.249,"z":3.47306146307208,"label":"Vietnam"},{"x":8.01478199948213,"y":73.422,"z":0.753974594788234,"label":"West Bank and Gaza"},{"x":7.73226834301825,"y":62.698,"z":1.77265869200583,"label":"Yemen, Rep."}]},{"name":"Europe","type":"bubble","data":[{"x":8.68896420747711,"y":76.423,"z":0.713701483295867,"label":"Albania"},{"x":10.4947817449763,"y":79.829,"z":1.0770478156025,"label":"Austria"},{"x":10.4250336584334,"y":79.441,"z":1.21251772500331,"label":"Belgium"},{"x":8.91547238295869,"y":74.852,"z":0.802498771827673,"label":"Bosnia and Herzegovina"},{"x":9.27620234384137,"y":73.005,"z":1.01782733670414,"label":"Bulgaria"},{"x":9.59009256636376,"y":75.748,"z":0.797291423454926,"label":"Croatia"},{"x":10.0359756484283,"y":76.486,"z":1.20294275072851,"label":"Czech Republic"},{"x":10.4710266888215,"y":78.332,"z":0.879534385617832,"label":"Denmark"},{"x":10.4105185176833,"y":79.313,"z":0.860866128805,"label":"Finland"},{"x":10.3244984200597,"y":80.657,"z":2.93966092902038,"label":"France"},{"x":10.3788012589592,"y":79.406,"z":3.41428708408202,"label":"Germany"},{"x":10.2233371046795,"y":79.483,"z":1.23070313260359,"label":"Greece"},{"x":9.79862382679109,"y":73.338,"z":1.18680291433442,"label":"Hungary"},{"x":10.4962835715914,"y":81.757,"z":0.206674862466907,"label":"Iceland"},{"x":10.6133934271775,"y":78.885,"z":0.762441311979532,"label":"Ireland"},{"x":10.2601026841861,"y":80.546,"z":2.86813902290321,"label":"Italy"},{"x":9.13279994301534,"y":74.543,"z":0.311239984739139,"label":"Montenegro"},{"x":10.5131969627974,"y":79.762,"z":1.53109836218254,"label":"Netherlands"},{"x":10.8068387317159,"y":80.196,"z":0.80914621624058,"label":"Norway"},{"x":9.64146833273388,"y":75.563,"z":2.3343556721012,"label":"Poland"},{"x":9.92865067734509,"y":78.098,"z":1.22705064929108,"label":"Portugal"},{"x":9.28808588403822,"y":72.476,"z":1.77522315967865,"label":"Romania"},{"x":9.18876271106754,"y":74.002,"z":1.19831913702955,"label":"Serbia"},{"x":9.83511846948842,"y":74.663,"z":0.877874640913046,"label":"Slovak Republic"},{"x":10.1568986874684,"y":77.926,"z":0.533151030203283,"label":"Slovenia"},{"x":10.2688617772694,"y":80.941,"z":2.39212217019395,"label":"Spain"},{"x":10.4299822235863,"y":80.884,"z":1.13032632326457,"label":"Sweden"},{"x":10.5322673725097,"y":81.701,"z":1.03381134816048,"label":"Switzerland"},{"x":9.04290069472721,"y":71.777,"z":3.17283615345868,"label":"Turkey"},{"x":10.4104033814055,"y":79.425,"z":2.93224808715914,"label":"United Kingdom"}]},{"name":"Africa","type":"bubble","data":[{"x":8.73606643231968,"y":72.301,"z":2.17156289760774,"label":"Algeria"},{"x":8.47579421109669,"y":42.731,"z":1.32557078723067,"label":"Angola"},{"x":7.27329026764787,"y":56.728,"z":1.06904052722199,"label":"Benin"},{"x":9.43905650915199,"y":50.728,"z":0.481549167698642,"label":"Botswana"},{"x":7.10417120354855,"y":52.295,"z":1.42363728938329,"label":"Burkina Faso"},{"x":6.06394959424533,"y":49.58,"z":1.08950155607956,"label":"Burundi"},{"x":7.62173163818546,"y":50.43,"z":1.58224945507689,"label":"Cameroon"},{"x":6.55963866073166,"y":44.741,"z":0.786188552027412,"label":"Central African Republic"},{"x":7.44077110340364,"y":50.651,"z":1.20353433054997,"label":"Chad"},{"x":6.89380632226159,"y":65.152,"z":0.317143918736678,"label":"Comoros"},{"x":5.62600779392513,"y":46.462,"z":3.02324109407206,"label":"Congo, Dem. Rep."},{"x":8.19769230667367,"y":55.322,"z":0.733264159322009,"label":"Congo, Rep."},{"x":7.34261743644473,"y":48.328,"z":1.59636339062286,"label":"Cote d'Ivoire"},{"x":7.64131552262127,"y":54.791,"z":0.264995389011954,"label":"Djibouti"},{"x":8.62715568136809,"y":71.338,"z":3.36973441399394,"label":"Egypt"},{"x":9.40542099706823,"y":51.579,"z":0.279247184467566,"label":"Equatorial Guinea"},{"x":6.46360577069517,"y":58.04,"z":0.833150516720477,"label":"Eritrea"},{"x":6.537858417896,"y":52.947,"z":3.29001790219223,"label":"Ethiopia"},{"x":9.48846323946509,"y":56.735,"z":0.453675630174763,"label":"Gabon"},{"x":6.62373280402734,"y":59.448,"z":0.488726854468664,"label":"Gambia"},{"x":7.19113479118214,"y":60.022,"z":1.79886502679679,"label":"Ghana"},{"x":6.84869952514225,"y":56.007,"z":1.18630847442673,"label":"Guinea"},{"x":6.36170264447309,"y":46.388,"z":0.456345484702044,"label":"Guinea-Bissau"},{"x":7.28841477748267,"y":54.11,"z":2.24450651719107,"label":"Kenya"},{"x":7.35840497452866,"y":42.592,"z":0.533602462978624,"label":"Lesotho"},{"x":6.02709068611934,"y":45.678,"z":0.672198156795261,"label":"Liberia"},{"x":9.39744209222925,"y":73.952,"z":0.924147513054619,"label":"Libya"},{"x":6.95155216508122,"y":59.443,"z":1.64671440729044,"label":"Madagascar"},{"x":6.63246268578554,"y":48.303,"z":1.37309722883906,"label":"Malawi"},{"x":6.94945518274728,"y":54.467,"z":1.30466501397216,"label":"Mali"},{"x":7.49729124407724,"y":64.164,"z":0.680161424618727,"label":"Mauritania"},{"x":9.30173298996425,"y":72.801,"z":0.420670421034146,"label":"Mauritius"},{"x":8.24805157227629,"y":71.164,"z":2.18532911654426,"label":"Morocco"},{"x":6.71378892858953,"y":42.082,"z":1.68005414602402,"label":"Mozambique"},{"x":8.47867280221088,"y":52.906,"z":0.539197873758825,"label":"Namibia"},{"x":6.4291982009075,"y":56.867,"z":1.35064807662517,"label":"Niger"},{"x":7.60786680459535,"y":46.859,"z":4.37069811073216,"label":"Nigeria"},{"x":8.94508787311239,"y":76.442,"z":0.336016673067782,"label":"Reunion"},{"x":6.76051719324589,"y":46.242,"z":1.11960563648326,"label":"Rwanda"},{"x":7.37678036023091,"y":65.528,"z":0.168031701737334,"label":"Sao Tome and Principe"},{"x":7.4456932990551,"y":63.062,"z":1.31738196613847,"label":"Senegal"},{"x":6.75988240123838,"y":42.568,"z":0.932350632867567,"label":"Sierra Leone"},{"x":6.83102656462005,"y":48.159,"z":1.13580037286798,"label":"Somalia"},{"x":9.13450174396271,"y":49.339,"z":2.49487863191904,"label":"South Africa"},{"x":7.86418745193258,"y":58.556,"z":2.4460632694978,"label":"Sudan"},{"x":8.41482389603953,"y":39.613,"z":0.400369889809535,"label":"Swaziland"},{"x":7.00984441330229,"y":52.517,"z":2.32285499308174,"label":"Tanzania"},{"x":6.78329116129303,"y":58.42,"z":0.898113816731213,"label":"Togo"},{"x":8.8668528088945,"y":73.923,"z":1.20572756889526,"label":"Tunisia"},{"x":6.96260336256323,"y":51.542,"z":2.03144459462454,"label":"Uganda"},{"x":7.14772573491031,"y":42.384,"z":1.28907875183289,"label":"Zambia"},{"x":6.15211398866414,"y":43.487,"z":1.3197236288325,"label":"Zimbabwe"}]},{"name":"Americas","type":"bubble","data":[{"x":9.4555881852823,"y":75.32,"z":2.38779319748102,"label":"Argentina"},{"x":8.24856499124231,"y":65.554,"z":1.13582397603633,"label":"Bolivia"},{"x":9.11226446181318,"y":72.39,"z":5.18468974407784,"label":"Brazil"},{"x":10.5001027699934,"y":80.653,"z":2.17341635642759,"label":"Canada"},{"x":9.48582122511248,"y":78.553,"z":1.51783384455063,"label":"Chile"},{"x":8.85460504631505,"y":72.889,"z":2.50138329789187,"label":"Colombia"},{"x":9.17420129338591,"y":78.782,"z":0.764738487047695,"label":"Costa Rica"},{"x":9.09919682489076,"y":78.273,"z":1.27089466868936,"label":"Cuba"},{"x":8.70373495592662,"y":72.235,"z":1.14824074481036,"label":"Dominican Republic"},{"x":8.83539413800564,"y":74.994,"z":1.39500202073619,"label":"Ecuador"},{"x":8.65318342356569,"y":71.878,"z":0.990840562896197,"label":"El Salvador"},{"x":8.55372760797268,"y":70.259,"z":1.33368116807529,"label":"Guatemala"},{"x":7.09144020097126,"y":60.916,"z":1.09676894286646,"label":"Haiti"},{"x":8.17423258767285,"y":70.198,"z":1.02894892406582,"label":"Honduras"},{"x":8.89848585409696,"y":72.567,"z":0.627142904322953,"label":"Jamaica"},{"x":9.39079142713886,"y":76.195,"z":3.92148317985749,"label":"Mexico"},{"x":7.91910923835222,"y":72.899,"z":0.896046110522963,"label":"Nicaragua"},{"x":9.19107453545405,"y":75.537,"z":0.677254496270923,"label":"Panama"},{"x":8.33635177004121,"y":71.752,"z":0.971189145724766,"label":"Paraguay"},{"x":8.91043800981092,"y":71.421,"z":2.01411228165637,"label":"Peru"},{"x":9.86934678311223,"y":78.746,"z":0.746825537113401,"label":"Puerto Rico"},{"x":9.79859966072961,"y":69.819,"z":0.386625728994324,"label":"Trinidad and Tobago"},{"x":10.6678304153795,"y":78.242,"z":6.52706577788767,"label":"United States"},{"x":9.26969010994403,"y":76.384,"z":0.698370184987581,"label":"Uruguay"},{"x":9.34275413816388,"y":73.747,"z":1.920995782558,"label":"Venezuela"}]},{"name":"Oceania","type":"bubble","data":[{"x":10.4468394384606,"y":81.235,"z":1.70024837882516,"label":"Australia"},{"x":10.1340042199029,"y":80.204,"z":0.763061261140079,"label":"New Zealand"}]}],"dataLabels":{"enabled":false},"xaxis":{"type":"numeric","min":5,"max":11,"crosshairs":{"show":true,"stroke":{"dashArray":0}},"labels":{"style":{"colors":"#848484"},"formatter":"function(val) {return val.toFixed(2);}"},"tickAmount":8,"title":{"text":"GDP per capita (log-scale)"},"tooltip":{"enabled":false}},"yaxis":{"min":30,"max":90,"decimalsInFloat":0,"tooltip":{"enabled":true},"labels":{"style":{"colors":"#848484"}},"axisBorder":{"show":true},"axisTicks":{"show":true},"title":{"text":"life expectancy at birth (in years)"}},"grid":{"xaxis":{"lines":{"show":true}}},"legend":{"position":"right","offsetY":70},"tooltip":{"custom":"function({ series, seriesIndex, dataPointIndex, w }) {\nconsole.log(w); return (\n'<div>' +\n'<div class = \"apexcharts-tooltip-title\">' +\nw.config.series[seriesIndex].data[dataPointIndex].label\n+ '<\/div>' +\n'<div style = \"padding: 5px;\">' +\n'<div class = \"apexcharts-tooltip-y-group\">' +\n'<span class = \"apexcharts-tooltip-text-label\">' +\n'Population: ' +\n'<\/span>' +\n'<span class = \"apexcharts-tooltip-text-value\">' +\nMath.round(Math.pow(w.config.series[seriesIndex].data[dataPointIndex].z * 1500, 2) * Math.PI).\n toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\") +\n'<\/span>' +\n'<\/br>' +\n'<span class = \"apexcharts-tooltip-text-label\">' +\n'GDP per capita: ' +\n'<\/span>' +\n'<span class = \"apexcharts-tooltip-text-value\">' +\nMath.round(Math.exp(w.config.series[seriesIndex].data[dataPointIndex].x)) +\n'<\/span>' +\n'<\/br>' +\n'<span class = \"apexcharts-tooltip-text-label\">' +\n'Life expectancy: ' +\n'<\/span>' +\n'<span class = \"apexcharts-tooltip-text-value\">' +\nw.config.series[seriesIndex].data[dataPointIndex].y +\n'<\/span>' +\n'<\/div>' +\n'<\/div>' +\n'<\/div>'\n);\n}"},"title":{"text":"Life expectancy, GDP and population","style":{"fontWeight":700,"fontSize":"22px"}},"subtitle":{"text":"gapminder dataset from {gapminder}","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":5.62600779392513,"max":10.8068387317159}},"evals":["ax_opts.xaxis.labels.formatter","ax_opts.tooltip.custom"],"jsHooks":[]}</script><details><p><summary><span title="View full code">View full code</span></summary></p>
|
||
<div class="sourceCode" id="cb30"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"gapminder"</span>, package = <span class="st">"gapminder"</span>)
|
||
|
||
<span class="kw">gapminder</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html">filter</a></span>(<span class="kw">year</span> <span class="op">==</span> <span class="fl">2007</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html">mutate</a></span>(
|
||
gdpPercap = <span class="fu"><a href="https://rdrr.io/r/base/Log.html">log</a></span>(<span class="kw">gdpPercap</span>),
|
||
pop = <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html">sqrt</a></span>(<span class="kw">pop</span> <span class="op">/</span> <span class="kw">pi</span>) <span class="op">/</span> <span class="fl">1500</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/apex.html">apex</a></span>(mapping = <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="kw">gdpPercap</span>, <span class="kw">lifeExp</span>, z = <span class="kw">pop</span>, group = <span class="kw">continent</span>, label = <span class="kw">country</span>), type = <span class="st">"scatter"</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span>(zoom = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
enabled = <span class="fl">TRUE</span>, type = <span class="st">"xy"</span>
|
||
)) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
decimalsInFloat = <span class="fl">0</span>,
|
||
axisBorder = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(show = <span class="fl">TRUE</span>),
|
||
axisTicks = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(show = <span class="fl">TRUE</span>),
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"life expectancy at birth (in years)"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span>(
|
||
tickAmount = <span class="fl">8</span>,
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
formatter = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(<span class="st">"function(val) {return val.toFixed(2);}"</span>)
|
||
),
|
||
tooltip = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(enabled = <span class="fl">FALSE</span>),
|
||
title = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(text = <span class="st">"GDP per capita (log-scale)"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_grid.html">ax_grid</a></span>(xaxis = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(lines = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(show = <span class="fl">TRUE</span>))) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(position = <span class="st">"right"</span>, offsetY = <span class="fl">70</span>) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span>(custom = <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>, sep = <span class="st">"\n"</span>
|
||
))) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Life expectancy, GDP and population"</span>,
|
||
subtitle = <span class="st">"gapminder dataset from {gapminder}"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"vaccines"</span>, package = <span class="st">"highcharter"</span>)
|
||
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/apex.html">apex</a></span>(
|
||
<span class="kw">vaccines</span>,
|
||
<span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="kw">year</span>, <span class="kw">state</span>, fill = <span class="kw">count</span>),
|
||
type = <span class="st">"heatmap"</span>,
|
||
height = <span class="st">"800px"</span>
|
||
)
|
||
</pre></div>
|
||
<p>Remove the animations (little slow otherwise) :</p>
|
||
<div class="sourceCode" id="cb32"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span>(animations = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(enabled = <span class="fl">FALSE</span>))
|
||
</pre></div>
|
||
<p>Remove values displayed in the heatmap :</p>
|
||
<div class="sourceCode" id="cb33"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_dataLabels.html">ax_dataLabels</a></span>(enabled = <span class="fl">FALSE</span>)
|
||
</pre></div>
|
||
<p>Remove space between squared of the heatmap :</p>
|
||
<div class="sourceCode" id="cb34"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(width = <span class="fl">0</span>)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_plotOptions.html">ax_plotOptions</a></span>(
|
||
heatmap = <span class="fu"><a href="../../reference/heatmap_opts.html">heatmap_opts</a></span>(
|
||
radius = <span class="fl">0</span>,
|
||
enableShades = <span class="fl">FALSE</span>,
|
||
colorScale = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
ranges = <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>(
|
||
from = <span class="fl">0</span>,
|
||
to = <span class="fl">0.001</span>,
|
||
name = <span class="st">"Missing"</span>,
|
||
color = <span class="st">"#FFF"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
from = <span class="fl">0.001</span>,
|
||
to = <span class="fl">4</span>,
|
||
name = <span class="st">"low"</span>,
|
||
<span class="co"># color = "#000004"</span>
|
||
color = <span class="st">"#FDE725"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
from = <span class="fl">4</span>,
|
||
to = <span class="fl">70</span>,
|
||
name = <span class="st">"mid-low"</span>,
|
||
<span class="co"># color = "#781C6D",</span>
|
||
color = <span class="st">"#35B779"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
from = <span class="fl">70</span>,
|
||
to = <span class="fl">290</span>,
|
||
name = <span class="st">"mid-high"</span>,
|
||
<span class="co"># color = "#ED6925",</span>
|
||
color = <span class="st">"#31688E"</span>
|
||
),
|
||
<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
from = <span class="fl">290</span>,
|
||
to = <span class="fl">3000</span>,
|
||
name = <span class="st">"high"</span>,
|
||
<span class="co"># color = "#FCFFA4",</span>
|
||
color = <span class="st">"#440154"</span>
|
||
)
|
||
)
|
||
)
|
||
)
|
||
)
|
||
</pre></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"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(
|
||
formatter = <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>
|
||
),
|
||
offsetY = <span class="op">-</span><span class="fl">15</span>
|
||
)
|
||
</pre></div>
|
||
<p>Set size of the y-axis labels :</p>
|
||
<div class="sourceCode" id="cb37"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span>(
|
||
labels = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"8px"</span>)
|
||
)
|
||
)
|
||
</pre></div>
|
||
<p>Add a vertical line to identify the year when the vaccine was introduced :</p>
|
||
<div class="sourceCode" id="cb38"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
|
||
xaxis = <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>(
|
||
x = <span class="fl">1963</span>, x2 = <span class="fl">1963.1</span>,
|
||
strokeDashArray = <span class="fl">0</span>,
|
||
opacity = <span class="fl">1</span>,
|
||
borderColor = <span class="st">"firebrick"</span>,
|
||
fillColor = <span class="st">"firebrick"</span>,
|
||
label = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
borderColor = <span class="st">"firebrick"</span>,
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(color = <span class="st">"#FFF"</span>, background = <span class="st">"firebrick"</span>),
|
||
text = <span class="st">"Vaccine Introduced"</span>,
|
||
orientation = <span class="st">"horizontal"</span>,
|
||
position = <span class="st">"bottom"</span>,
|
||
offsetY = <span class="fl">0</span>
|
||
)
|
||
)
|
||
)
|
||
)
|
||
</pre></div>
|
||
<p>As usual, add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb39"><pre class="downlit">
|
||
<span class="kw">heatmap</span> <span class="op"><-</span> <span class="kw">heatmap</span> <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Infectious Diseases and Vaccines"</span>,
|
||
subtitle = <span class="st">"vaccines dataset from {highcharter}"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb40"><pre class="downlit">
|
||
<span class="kw">heatmap</span>
|
||
</pre></div>
|
||
<div id="htmlwidget-c0f4d074b744012769ad" style="width:100%;height:800px;" class="apexcharter html-widget"></div>
|
||
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<div class="sourceCode" id="cb41"><pre class="downlit">
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<span class="fu"><a href="https://rdrr.io/r/utils/data.html">data</a></span>(<span class="st">"vaccines"</span>, package = <span class="st">"highcharter"</span>)
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<span class="fu"><a href="../../reference/apex.html">apex</a></span>(<span class="kw">vaccines</span>, <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span>(<span class="kw">year</span>, <span class="kw">state</span>, fill = <span class="kw">count</span>), type = <span class="st">"heatmap"</span>) <span class="op">%>%</span>
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<span class="fu"><a href="../../reference/ax_dataLabels.html">ax_dataLabels</a></span>(enabled = <span class="fl">FALSE</span>) <span class="op">%>%</span>
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<span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span>(width = <span class="fl">0</span>) <span class="op">%>%</span>
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<span class="fu"><a href="../../reference/ax_plotOptions.html">ax_plotOptions</a></span>(
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enableShades = <span class="fl">FALSE</span>,
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colorScale = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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from = <span class="fl">0</span>,
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to = <span class="fl">0.001</span>,
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name = <span class="st">"low"</span>,
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<span class="co"># color = "#000004"</span>
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color = <span class="st">"#FDE725"</span>
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),
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<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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to = <span class="fl">70</span>,
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<span class="co"># color = "#781C6D",</span>
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color = <span class="st">"#35B779"</span>
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),
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<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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<span class="co"># color = "#ED6925",</span>
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color = <span class="st">"#31688E"</span>
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),
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to = <span class="fl">3000</span>,
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name = <span class="st">"high"</span>,
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<span class="co"># color = "#FCFFA4",</span>
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color = <span class="st">"#440154"</span>
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)
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)
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)
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)
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) <span class="op">%>%</span>
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<span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span>(
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formatter = <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span>(
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<span class="st">"function(seriesName, opts) {
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if (seriesName == 'Missing') return null; else return seriesName;
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}"</span>
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),
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) <span class="op">%>%</span>
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offsetY = <span class="op">-</span><span class="fl">20</span>
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)
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) <span class="op">%>%</span>
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<span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span>(
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xaxis = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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<span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
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strokeDashArray = <span class="fl">0</span>,
|
||
opacity = <span class="fl">1</span>,
|
||
borderColor = <span class="st">"firebrick"</span>,
|
||
fillColor = <span class="st">"firebrick"</span>,
|
||
label = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(
|
||
borderColor = <span class="st">"firebrick"</span>,
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(color = <span class="st">"#FFF"</span>, background = <span class="st">"firebrick"</span>),
|
||
text = <span class="st">"Vaccine Introduced"</span>,
|
||
orientation = <span class="st">"horizontal"</span>,
|
||
position = <span class="st">"bottom"</span>,
|
||
offsetY = <span class="fl">0</span>
|
||
)
|
||
)
|
||
)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span>(
|
||
title = <span class="st">"Infectious Diseases and Vaccines"</span>,
|
||
subtitle = <span class="st">"vaccines dataset from {highcharter}"</span>
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"22px"</span>)
|
||
) <span class="op">%>%</span>
|
||
<span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span>(
|
||
style = <span class="fu"><a href="https://rdrr.io/r/base/list.html">list</a></span>(fontSize = <span class="st">"16px"</span>, color = <span class="st">"#BDBDBD"</span>)
|
||
)
|
||
</pre></div>
|
||
</details>
|
||
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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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<div class="pkgdown">
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