808 lines
209 KiB
HTML
808 lines
209 KiB
HTML
<!DOCTYPE html>
|
||
<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
|
||
<head>
|
||
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
|
||
<meta charset="utf-8">
|
||
<meta http-equiv="X-UA-Compatible" content="IE=edge">
|
||
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
|
||
<meta name="description" content="apexcharter">
|
||
<title>Advanced configuration examples • apexcharter</title>
|
||
<script src="../../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
|
||
<link href="../../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
|
||
<script src="../../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../../deps/Poppins-0.4.9/font.css" rel="stylesheet">
|
||
<!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
|
||
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
|
||
<!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../../pkgdown.js"></script><meta property="og:title" content="Advanced configuration examples">
|
||
<meta property="og:description" content="apexcharter">
|
||
<!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
|
||
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
|
||
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
|
||
<![endif]-->
|
||
</head>
|
||
<body>
|
||
<a href="#main" class="visually-hidden-focusable">Skip to contents</a>
|
||
|
||
|
||
<nav class="navbar fixed-top navbar-dark navbar-expand-lg bg-primary"><div class="container">
|
||
|
||
<a class="navbar-brand me-2" href="../../index.html">apexcharter</a>
|
||
|
||
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.4.1.9300</small>
|
||
|
||
|
||
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
|
||
<span class="navbar-toggler-icon"></span>
|
||
</button>
|
||
|
||
<div id="navbar" class="collapse navbar-collapse ms-3">
|
||
<ul class="navbar-nav me-auto">
|
||
<li class="nav-item">
|
||
<a class="nav-link" href="../../articles/apexcharter.html">Get started</a>
|
||
</li>
|
||
<li class="nav-item">
|
||
<a class="nav-link" href="../../reference/index.html">Reference</a>
|
||
</li>
|
||
<li class="active nav-item dropdown">
|
||
<a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
|
||
<div class="dropdown-menu" aria-labelledby="dropdown-articles">
|
||
<a class="dropdown-item" href="../../articles/extra/advanced-configuration.html">Advanced configuration examples</a>
|
||
<a class="dropdown-item" href="../../articles/extra/chart-options.html">Customize chart options</a>
|
||
<a class="dropdown-item" href="../../articles/extra/facets.html">Create grid of charts</a>
|
||
<a class="dropdown-item" href="../../articles/extra/shiny-integration.html">Use in Shiny application</a>
|
||
<a class="dropdown-item" href="../../articles/extra/spark-box.html">Create boxes with sparklines</a>
|
||
<a class="dropdown-item" href="../../articles/extra/sync-charts.html">Synchronize charts with each other</a>
|
||
</div>
|
||
</li>
|
||
<li class="nav-item">
|
||
<a class="nav-link" href="../../news/index.html">Changelog</a>
|
||
</li>
|
||
</ul>
|
||
<form class="form-inline my-2 my-lg-0" role="search">
|
||
<input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../../search.json" id="search-input" placeholder="Search for" autocomplete="off">
|
||
</form>
|
||
|
||
<ul class="navbar-nav">
|
||
<li class="nav-item">
|
||
<a class="external-link nav-link" href="https://github.com/dreamRs/apexcharter/" aria-label="github">
|
||
<span class="fab fa fab fa-github fa-lg"></span>
|
||
|
||
</a>
|
||
</li>
|
||
</ul>
|
||
</div>
|
||
|
||
|
||
</div>
|
||
</nav><div class="container template-article">
|
||
|
||
|
||
|
||
<script src="advanced-configuration_files/htmlwidgets-1.6.4/htmlwidgets.js"></script><script src="advanced-configuration_files/apexcharter-binding-0.4.1.9300/apexcharter.js"></script><div class="row">
|
||
<main id="main" class="col-md-9"><div class="page-header">
|
||
<img src="" class="logo" alt=""><h1>Advanced configuration examples</h1>
|
||
|
||
|
||
<small class="dont-index">Source: <a href="https://github.com/dreamRs/apexcharter/blob/HEAD/vignettes/extra/advanced-configuration.Rmd" class="external-link"><code>vignettes/extra/advanced-configuration.Rmd</code></a></small>
|
||
<div class="d-none name"><code>advanced-configuration.Rmd</code></div>
|
||
</div>
|
||
|
||
|
||
|
||
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/dreamRs/apexcharter" class="external-link">apexcharter</a></span><span class="op">)</span></span>
|
||
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://dplyr.tidyverse.org" class="external-link">dplyr</a></span><span class="op">)</span></span></code></pre></div>
|
||
<p>Here some advanced configuration examples to use the full potential
|
||
of <a href="https://apexcharts.com/" class="external-link">ApexCharts</a>.</p>
|
||
<div class="section level2">
|
||
<h2 id="bar-chart">Bar chart<a class="anchor" aria-label="anchor" href="#bar-chart"></a>
|
||
</h2>
|
||
<p>This example is taken from <a href="https://github.com/hrbrmstr/hrbrthemes" class="external-link">{hrbrthemes}</a> readme,
|
||
it use <code>mpg</code> dataset from <a href="https://github.com/tidyverse/ggplot2" class="external-link">{ggplot2}</a>.</p>
|
||
<p>Transform data and initialize the chart :</p>
|
||
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mpg"</span>, package <span class="op">=</span> <span class="st">"ggplot2"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="va">bars</span> <span class="op"><-</span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/count.html" class="external-link">count</a></span><span class="op">(</span><span class="va">mpg</span>, <span class="va">class</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>pct <span class="op">=</span> <span class="va">n</span><span class="op">/</span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="va">n</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span>mapping <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">class</span>, <span class="va">pct</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"column"</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Change color used :</p>
|
||
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">bars</span> <span class="op"><-</span> <span class="va">bars</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="st">"#617a89"</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Modify the y-axis and add a percent symbol after the labels :</p>
|
||
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">bars</span> <span class="op"><-</span> <span class="va">bars</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Weight (tons)"</span><span class="op">)</span>,</span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/format_num.html">format_num</a></span><span class="op">(</span><span class="st">".0%"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span>, </span>
|
||
<span> tickAmount <span class="op">=</span> <span class="fl">6</span>,</span>
|
||
<span> max <span class="op">=</span> <span class="fl">0.3</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Add a title to the x-axis :</p>
|
||
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">bars</span> <span class="op"><-</span> <span class="va">bars</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Fuel efficiency (mpg)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Modify the tooltip to display “Percentage” instead of the variable
|
||
name “pct” :</p>
|
||
<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">bars</span> <span class="op"><-</span> <span class="va">bars</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span></span>
|
||
<span> y <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"function() {return 'Percentage';}"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">bars</span> <span class="op"><-</span> <span class="va">bars</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Seminal ggplot2 column chart example with percents"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"Example taken from {hrbrthemes} readme"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">bars</span></span></code></pre></div>
|
||
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-d6843bf7897571421d89" style="width:100%;height:350px;"></div>
|
||
<script type="application/json" data-for="htmlwidget-d6843bf7897571421d89">{"x":{"ax_opts":{"chart":{"type":"bar"},"series":[{"name":"pct","type":"bar","data":[{"x":"2seater","y":0.02136752136752137},{"x":"compact","y":0.2008547008547009},{"x":"midsize","y":0.1752136752136752},{"x":"minivan","y":0.04700854700854701},{"x":"pickup","y":0.141025641025641},{"x":"subcompact","y":0.1495726495726496},{"x":"suv","y":0.264957264957265}]}],"dataLabels":{"enabled":false},"plotOptions":{"bar":{"horizontal":false,"isDumbbell":false}},"tooltip":{"shared":true,"intersect":false,"followCursor":true,"y":{"title":{"formatter":"function() {return 'Percentage';}"}}},"grid":{"yaxis":{"lines":{"show":true}},"xaxis":{"lines":{"show":false}}},"yaxis":{"labels":{"style":{"colors":"#848484"},"formatter":"function(value) {var locale = 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"},"type":"column"},"evals":["ax_opts.tooltip.y.title.formatter","ax_opts.yaxis.labels.formatter"],"jsHooks":[]}</script><details><summary><span title="View full code">View full code</span>
|
||
</summary><div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"mpg"</span>, package <span class="op">=</span> <span class="st">"ggplot2"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/count.html" class="external-link">count</a></span><span class="op">(</span><span class="va">mpg</span>, <span class="va">class</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>pct <span class="op">=</span> <span class="va">n</span><span class="op">/</span><span class="fu"><a href="https://rdrr.io/r/base/sum.html" class="external-link">sum</a></span><span class="op">(</span><span class="va">n</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span>mapping <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">class</span>, <span class="va">pct</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"column"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="st">"#617a89"</span><span class="op">)</span><span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Weight (tons)"</span><span class="op">)</span>,</span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/format_num.html">format_num</a></span><span class="op">(</span><span class="st">".0%"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span>, </span>
|
||
<span> tickAmount <span class="op">=</span> <span class="fl">6</span>,</span>
|
||
<span> max <span class="op">=</span> <span class="fl">0.3</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Fuel efficiency (mpg)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span></span>
|
||
<span> y <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"function() {return 'Percentage';}"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Seminal ggplot2 column chart example with percents"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"Example taken from {hrbrthemes} readme"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
</details><p><br><br></p>
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="lines">Lines<a class="anchor" aria-label="anchor" href="#lines"></a>
|
||
</h2>
|
||
<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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"unhcr_ts"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="va">lines</span> <span class="op"><-</span> <span class="va">unhcr_ts</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">population_type</span> <span class="op">==</span> <span class="st">"Refugees (incl. refugee-like situations)"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>date <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">year</span>, <span class="st">"-01-01"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span><span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">date</span>, <span class="va">n</span>, group <span class="op">=</span> <span class="va">continent_origin</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"line"</span><span class="op">)</span></span>
|
||
<span><span class="co">#> Warning in make_series(mapdata, mapping, type, serie_name): apex: all groups</span></span>
|
||
<span><span class="co">#> must have same length! You can use `tidyr::complete` for this.</span></span></code></pre></div>
|
||
<p>Put the legend at the bottom :</p>
|
||
<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span>position <span class="op">=</span> <span class="st">"bottom"</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Change the width of the lines :</p>
|
||
<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">2</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Change the colors (Viridis palette) :</p>
|
||
<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="st">"#440154"</span>, <span class="st">"#414487"</span>, <span class="st">"#2A788E"</span>,</span>
|
||
<span> <span class="st">"#22A884"</span>, <span class="st">"#7AD151"</span>, <span class="st">"#FDE725"</span><span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"function(val) {return (val/1e6).toFixed(0);}"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Number of refugees (in million)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Only display the years in the x-axis labels :</p>
|
||
<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span><span class="op">(</span>labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>format <span class="op">=</span> <span class="st">"yyyy"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Same in tooltip, and a thousand separator in the value displayed
|
||
:</p>
|
||
<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span></span>
|
||
<span> x <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>format <span class="op">=</span> <span class="st">"yyyy"</span><span class="op">)</span>,</span>
|
||
<span> y <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span></span>
|
||
<span> <span class="co"># thousand separator in javascript</span></span>
|
||
<span> <span class="st">"function(value) {return value.toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\");}"</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Add an annotation to the chart to identify the <a href="https://en.wikipedia.org/wiki/Great_Lakes_refugee_crisis" class="external-link">Great
|
||
Lakes refugee crisis</a> in 1994 :</p>
|
||
<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span><span class="op">(</span></span>
|
||
<span> points <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> x <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"new Date('1994').getTime()"</span><span class="op">)</span>,</span>
|
||
<span> y <span class="op">=</span> <span class="fl">6935296</span>,</span>
|
||
<span> label <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Great Lakes refugee crisis"</span>, offsetY <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span>
|
||
<span> marker <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">6</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span> <span class="op"><-</span> <span class="va">lines</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Continent of origin for refugees population"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"Data from the UN Refugee Agency"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">lines</span></span></code></pre></div>
|
||
<div class="apexcharter html-widget html-fill-item" id="htmlwidget-412fd1d4ddf1f4f9c88e" style="width:100%;height:350px;"></div>
|
||
<script type="application/json" data-for="htmlwidget-412fd1d4ddf1f4f9c88e">{"x":{"ax_opts":{"chart":{"type":"line"},"series":[{"name":"Africa","type":"line","data":[[-315619200000,150000],[-283996800000,302000],[-252460800000,322000],[-220924800000,353000],[-189388800000,490300],[-157766400000,579460],[-126230400000,736320],[-94694400000,833690],[-63158400000,963850],[-31536000000,937540],[0,974770],[31536000000,976240],[63072000000,1071850],[94694400000,986220],[126230400000,1070220],[157766400000,1501340],[189302400000,1697590],[220924800000,2064965],[252460800000,2377380],[283996800000,3128940],[315532800000,4222403],[347155200000,3043515],[378691200000,2952215],[410227200000,2881859],[441763200000,3470578],[473385600000,3797764],[504921600000,3595154],[536457600000,3978264],[567993600000,4593524],[599616000000,4824904],[631152000000,5912693],[662688000000,5335460],[694224000000,5577181],[725846400000,6492397],[757382400000,6935296],[788918400000,5811513],[820454400000,4543635],[852076800000,3722238],[883612800000,3593405],[915148800000,3798915],[946684800000,3951187],[978307200000,3646853],[1009843200000,3715548],[1041379200000,3501590],[1072915200000,3409723],[1104537600000,3213525],[1136073600000,3156132],[1167609600000,2891309],[1199145600000,2769104],[1230768000000,2805162],[1262304000000,2947809],[1293840000000,3511640],[1325376000000,3677797],[1356998400000,3842504],[1388534400000,4623635],[1420070400000,5382290],[1451606400000,6165089],[1483228800000,7373420]]},{"name":"Asia","type":"line","data":[[-189388800000,1261170],[-157766400000,1397000],[-126230400000,1395810],[-94694400000,151180],[-63158400000,158830],[-31536000000,155240],[0,150760],[31536000000,195180],[63072000000,205130],[94694400000,101840],[126230400000,68000],[157766400000,84650],[189302400000,95420],[220924800000,264670],[252460800000,676850],[283996800000,1222020],[315532800000,2524154],[347155200000,4584803],[378691200000,5249822],[410227200000,5476427],[441763200000,5166666],[473385600000,5819892],[504921600000,6326541],[536457600000,6574797],[567993600000,7066582],[599616000000,7084483],[631152000000,8494046],[662688000000,8793297],[694224000000,7956380],[725846400000,6251694],[757382400000,5564747],[788918400000,5344395],[820454400000,5570972],[852076800000,5497379],[883612800000,5375832],[915148800000,5328517],[946684800000,5889397],[978307200000,6278879],[1009843200000,5208529],[1041379200000,4566604],[1072915200000,4752246],[1104537600000,4430665],[1136073600000,5523929],[1167609600000,7146281],[1199145600000,6525128],[1230768000000,6393200],[1262304000000,6441865],[1293840000000,5772713],[1325376000000,5713324],[1356998400000,6992887],[1388534400000,8718891],[1420070400000,9609536],[1451606400000,10000250],[1483228800000,11681576]]},{"name":"Europe","type":"line","data":[[-189388800000,220],[-157766400000,25820],[-126230400000,33190],[-94694400000,30950],[-63158400000,29210],[-31536000000,29460],[0,30730],[31536000000,3680],[63072000000,10690],[94694400000,9380],[126230400000,2010],[157766400000,1840],[189302400000,1120],[220924800000,2460],[252460800000,7130],[283996800000,1970],[315532800000,15846],[347155200000,16546],[378691200000,17155],[410227200000,17451],[441763200000,16592],[473385600000,18785],[504921600000,13467],[536457600000,13131],[567993600000,88047],[599616000000,149036],[631152000000,212051],[662688000000,265736],[694224000000,964362],[725846400000,1157164],[757382400000,1253868],[788918400000,1389346],[820454400000,1653932],[852076800000,1564757],[883612800000,1307240],[915148800000,1199074],[946684800000,1079134],[978307200000,998238],[1009843200000,1269077],[1041379200000,1097853],[1072915200000,948400],[1104537600000,698304],[1136073600000,772309],[1167609600000,516416],[1199145600000,539452],[1230768000000,528245],[1262304000000,500063],[1293840000000,467387],[1325376000000,456821],[1356998400000,233539],[1388534400000,444471],[1420070400000,507447],[1451606400000,412142],[1483228800000,308707]]},{"name":"North America","type":"line","data":[[-31536000000,14500],[0,16700],[31536000000,54500],[63072000000,17070],[126230400000,2600],[252460800000,145150],[283996800000,23460],[315532800000,98834],[347155200000,316924],[378691200000,303514],[410227200000,316075],[441763200000,332697],[473385600000,294121],[504921600000,298042],[536457600000,295761],[567993600000,315341],[599616000000,194096],[631152000000,146893],[662688000000,152577],[694224000000,153544],[725846400000,136866],[757382400000,144679],[788918400000,131444],[820454400000,125707],[852076800000,119854],[883612800000,106300],[915148800000,96001],[946684800000,63919],[978307200000,57589],[1009843200000,53704],[1041379200000,43442],[1072915200000,39348],[1104537600000,46780],[1136073600000,77124],[1167609600000,56508],[1199145600000,56488],[1230768000000,57501],[1262304000000,60487],[1293840000000,73599],[1325376000000,83091],[1356998400000,87189],[1388534400000,90987],[1420070400000,97919],[1451606400000,96526],[1483228800000,110091]]},{"name":"Oceania","type":"line","data":[[631152000000,1],[662688000000,1],[694224000000,19],[725846400000,89],[757382400000,159],[788918400000,2260],[820454400000,2354],[852076800000,1177],[883612800000,562],[915148800000,383],[946684800000,456],[978307200000,787],[1009843200000,1168],[1041379200000,1215],[1072915200000,1416],[1104537600000,1515],[1136073600000,1849],[1167609600000,2039],[1199145600000,2074],[1230768000000,2105],[1262304000000,2109],[1293840000000,1890],[1325376000000,1682],[1356998400000,1500],[1388534400000,1377],[1420070400000,1387],[1451606400000,1361],[1483228800000,1281]]},{"name":"South America","type":"line","data":[[0,1400],[31536000000,4930],[63072000000,3730],[126230400000,18200],[157766400000,16010],[189302400000,3890],[220924800000,3000],[252460800000,3130],[283996800000,3130],[315532800000,1742],[347155200000,2103],[378691200000,4403],[410227200000,1867],[441763200000,1765],[473385600000,2835],[504921600000,2587],[536457600000,2044],[567993600000,730],[599616000000,8237],[631152000000,23863],[662688000000,22057],[694224000000,18799],[725846400000,19690],[757382400000,23817],[788918400000,24521],[820454400000,23985],[852076800000,20827],[883612800000,19790],[915148800000,15692],[946684800000,19673],[978307200000,27789],[1009843200000,41787],[1041379200000,48122],[1072915200000,57174],[1104537600000,71703],[1136073600000,88149],[1167609600000,571145],[1199145600000,392701],[1230768000000,407775],[1262304000000,413321],[1293840000000,414355],[1325376000000,412762],[1356998400000,414251],[1388534400000,376899],[1420070400000,355158],[1451606400000,324651],[1483228800000,206979]]}],"dataLabels":{"enabled":false},"stroke":{"curve":"straight","width":2},"yaxis":{"decimalsInFloat":2,"labels":{"style":{"colors":"#848484"},"formatter":"function(val) {return (val/1e6).toFixed(0);}"},"title":{"text":"Number of refugees (in million)"}},"xaxis":{"type":"datetime","labels":{"style":{"colors":"#848484"},"format":"yyyy"}},"legend":{"position":"bottom"},"colors":["#440154","#414487","#2A788E","#22A884","#7AD151","#FDE725"],"tooltip":{"x":{"format":"yyyy"},"y":{"formatter":"function(value) {return value.toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\");}"}},"annotations":{"points":[{"x":"new Date('1994').getTime()","y":6935296,"label":{"text":"Great Lakes refugee crisis","offsetY":0},"marker":{"size":6}}]},"title":{"text":"Continent of origin for refugees population","style":{"fontWeight":700,"fontSize":"22px"}},"subtitle":{"text":"Data from the UN Refugee Agency","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":"1960-01-01","max":"2017-01-01"},"type":"line"},"evals":["ax_opts.yaxis.labels.formatter","ax_opts.tooltip.y.formatter","ax_opts.annotations.points.0.x"],"jsHooks":[]}</script><details><summary><span title="View full code">View full code</span>
|
||
</summary><div class="sourceCode" id="cb20"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"unhcr_ts"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="va">unhcr_ts</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">population_type</span> <span class="op">==</span> <span class="st">"Refugees (incl. refugee-like situations)"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>date <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">year</span>, <span class="st">"-01-01"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span><span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">date</span>, <span class="va">n</span>, group <span class="op">=</span> <span class="va">continent_origin</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"line"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span>position <span class="op">=</span> <span class="st">"bottom"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">2</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_colors.html">ax_colors</a></span><span class="op">(</span><span class="st">"#440154"</span>, <span class="st">"#414487"</span>, <span class="st">"#2A788E"</span>,</span>
|
||
<span> <span class="st">"#22A884"</span>, <span class="st">"#7AD151"</span>, <span class="st">"#FDE725"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span></span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu">htmlwidgets</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/htmlwidgets/man/JS.html" class="external-link">JS</a></span><span class="op">(</span><span class="st">"function(val) {return (val/1e6).toFixed(0);}"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Number of refugees (in million)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span><span class="op">(</span>labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>format <span class="op">=</span> <span class="st">"yyyy"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span></span>
|
||
<span> x <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>format <span class="op">=</span> <span class="st">"yyyy"</span><span class="op">)</span>,</span>
|
||
<span> y <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span></span>
|
||
<span> <span class="co"># thousand separator in javascript</span></span>
|
||
<span> <span class="st">"function(value) {return value.toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\");}"</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span><span class="op">(</span></span>
|
||
<span> points <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> x <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"new Date('1994').getTime()"</span><span class="op">)</span>,</span>
|
||
<span> y <span class="op">=</span> <span class="fl">6935296</span>,</span>
|
||
<span> label <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"Great Lakes refugee crisis"</span>, offsetY <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>,</span>
|
||
<span> marker <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">6</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Continent of origin for refugees population"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"Data from the UN Refugee Agency"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
</details><p><br><br></p>
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="scatter-plot">Scatter plot<a class="anchor" aria-label="anchor" href="#scatter-plot"></a>
|
||
</h2>
|
||
<p>Dataset used is from <a href="https://github.com/jennybc/gapminder" class="external-link">{gapminder}</a>.</p>
|
||
<p>Transform data and initialize the chart :</p>
|
||
<div class="sourceCode" id="cb21"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"gapminder"</span>, package <span class="op">=</span> <span class="st">"gapminder"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">gapminder</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">year</span> <span class="op">==</span> <span class="fl">2007</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span></span>
|
||
<span> gdpPercap <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="va">gdpPercap</span><span class="op">)</span>,</span>
|
||
<span> pop <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="va">pop</span> <span class="op">/</span> <span class="va">pi</span><span class="op">)</span> <span class="op">/</span> <span class="fl">1500</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span></span>
|
||
<span> mapping <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">gdpPercap</span>, </span>
|
||
<span> <span class="va">lifeExp</span>, </span>
|
||
<span> z <span class="op">=</span> <span class="va">pop</span>, </span>
|
||
<span> group <span class="op">=</span> <span class="va">continent</span>, </span>
|
||
<span> label <span class="op">=</span> <span class="va">country</span><span class="op">)</span>, </span>
|
||
<span> type <span class="op">=</span> <span class="st">"scatter"</span>, </span>
|
||
<span> height <span class="op">=</span> <span class="st">"500px"</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Enable zoom on both axis :</p>
|
||
<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>zoom <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> enabled <span class="op">=</span> <span class="cn">TRUE</span>, type <span class="op">=</span> <span class="st">"xy"</span></span>
|
||
<span> <span class="op">)</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Show y-axis border and ticks, no decimals in labels :</p>
|
||
<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> decimalsInFloat <span class="op">=</span> <span class="fl">0</span>, </span>
|
||
<span> axisBorder <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span>
|
||
<span> axisTicks <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"life expectancy at birth (in years)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span><span class="op">(</span></span>
|
||
<span> tickAmount <span class="op">=</span> <span class="fl">8</span>,</span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"function(val) {return val.toFixed(2);}"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span>, </span>
|
||
<span> tooltip <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"GDP per capita (log-scale)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_grid.html">ax_grid</a></span><span class="op">(</span>xaxis <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>lines <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Legend on the right and slightly offset downwards :</p>
|
||
<div class="sourceCode" id="cb26"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span>position <span class="op">=</span> <span class="st">"right"</span>, offsetY <span class="op">=</span> <span class="fl">70</span><span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span>custom <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span></span>
|
||
<span> <span class="st">"function({ series, seriesIndex, dataPointIndex, w }) {"</span>,</span>
|
||
<span> <span class="st">"console.log(w); return ("</span>,</span>
|
||
<span> <span class="st">"'<div>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<div class = \"apexcharts-tooltip-title\">' +"</span>,</span>
|
||
<span> <span class="st">"w.config.series[seriesIndex].data[dataPointIndex].label"</span>,</span>
|
||
<span> <span class="st">"+ '</div>' +"</span>,</span>
|
||
<span> <span class="st">"'<div style = \"padding: 5px;\">' +"</span>,</span>
|
||
<span> <span class="st">"'<div class = \"apexcharts-tooltip-y-group\">' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,</span>
|
||
<span> <span class="st">"'Population: ' +"</span>, </span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,</span>
|
||
<span> <span class="st">"Math.round(Math.pow(w.config.series[seriesIndex].data[dataPointIndex].z * 1500, 2) * Math.PI).</span></span>
|
||
<span><span class="st"> toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\") +"</span>,</span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</br>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,</span>
|
||
<span> <span class="st">"'GDP per capita: ' +"</span>, </span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,</span>
|
||
<span> <span class="st">"Math.round(Math.exp(w.config.series[seriesIndex].data[dataPointIndex].x)) +"</span>,</span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</br>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,</span>
|
||
<span> <span class="st">"'Life expectancy: ' +"</span>, </span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,</span>
|
||
<span> <span class="st">"w.config.series[seriesIndex].data[dataPointIndex].y +"</span>,</span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</div>' +"</span>,</span>
|
||
<span> <span class="st">"'</div>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</div>'"</span>,</span>
|
||
<span> <span class="st">");"</span>,</span>
|
||
<span> <span class="st">"}"</span>, sep <span class="op">=</span> <span class="st">"\n"</span></span>
|
||
<span> <span class="op">)</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb28"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span> <span class="op"><-</span> <span class="va">scatter</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Life expectancy, GDP and population"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"gapminder dataset from {gapminder}"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb29"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">scatter</span></span></code></pre></div>
|
||
<div id="htmlwidget-cc2243ada303e2b206d9" style="width:100%;height:500px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-cc2243ada303e2b206d9">{"x":{"ax_opts":{"chart":{"type":"bubble","zoom":{"enabled":true,"type":"xy"}},"series":[{"name":"Asia","type":"bubble","data":[{"x":6.882006956185797,"y":43.828,"z":2.12402947882241,"label":"Afghanistan"},{"x":10.30213105766027,"y":75.63500000000001,"z":0.3166110765121475,"label":"Bahrain"},{"x":7.237960628192509,"y":64.062,"z":4.613467900909749,"label":"Bangladesh"},{"x":7.446455969467286,"y":59.723,"z":1.413947997086407,"label":"Cambodia"},{"x":8.508982546938816,"y":72.961,"z":13.65853198879731,"label":"China"},{"x":10.5897354544633,"y":82.208,"z":0.9937435728342189,"label":"Hong Kong, China"},{"x":7.804745103733494,"y":64.69799999999999,"z":12.5335129373569,"label":"India"},{"x":8.172066046818411,"y":70.65000000000001,"z":5.623649274931235,"label":"Indonesia"},{"x":9.359252884241174,"y":70.964,"z":3.134592510235701,"label":"Iran"},{"x":8.40538122225756,"y":59.545,"z":1.97241044205932,"label":"Iraq"},{"x":10.14734614222389,"y":80.745,"z":0.9535140763465443,"label":"Israel"},{"x":10.36268513305031,"y":82.60299999999999,"z":4.246531429526331,"label":"Japan"},{"x":8.416148055764452,"y":72.535,"z":0.9253926913907098,"label":"Jordan"},{"x":7.373415413898915,"y":67.297,"z":1.815632051886675,"label":"Korea, Dem. Rep."},{"x":10.05827259097255,"y":78.623,"z":2.634087784144882,"label":"Korea, Rep."},{"x":10.76441333903799,"y":77.58799999999999,"z":0.5953688679640444,"label":"Kuwait"},{"x":9.255414944734394,"y":71.99299999999999,"z":0.7448136392936012,"label":"Lebanon"},{"x":9.429608889033608,"y":74.241,"z":1.873897983894097,"label":"Malaysia"},{"x":8.037792676125699,"y":66.803,"z":0.6376564865009859,"label":"Mongolia"},{"x":6.8501261661455,"y":62.069,"z":2.599411080115604,"label":"Myanmar"},{"x":6.995179700490467,"y":63.785,"z":2.022069949928408,"label":"Nepal"},{"x":10.01306783160597,"y":75.64,"z":0.6733499665604877,"label":"Oman"},{"x":7.865551642363522,"y":65.483,"z":4.893556345123885,"label":"Pakistan"},{"x":8.067926973126148,"y":71.688,"z":3.589540413720486,"label":"Philippines"},{"x":9.982983892824338,"y":72.777,"z":1.976043551514488,"label":"Saudi Arabia"},{"x":10.76094462521244,"y":79.97199999999999,"z":0.8025702535074489,"label":"Singapore"},{"x":8.286545405382396,"y":72.396,"z":1.697919633841639,"label":"Sri Lanka"},{"x":8.339153993580391,"y":74.143,"z":1.653020792937546,"label":"Syria"},{"x":10.26528902275493,"y":78.40000000000001,"z":1.810660638862046,"label":"Taiwan"},{"x":8.917095700517491,"y":70.616,"z":3.034017146540572,"label":"Thailand"},{"x":7.800399176888787,"y":74.249,"z":3.47306146307208,"label":"Vietnam"},{"x":8.014781999482128,"y":73.422,"z":0.753974594788234,"label":"West Bank and Gaza"},{"x":7.732268343018254,"y":62.698,"z":1.772658692005832,"label":"Yemen, Rep."}]},{"name":"Europe","type":"bubble","data":[{"x":8.688964207477106,"y":76.423,"z":0.7137014832958667,"label":"Albania"},{"x":10.49478174497629,"y":79.82899999999999,"z":1.077047815602504,"label":"Austria"},{"x":10.42503365843343,"y":79.441,"z":1.212517725003315,"label":"Belgium"},{"x":8.915472382958686,"y":74.852,"z":0.8024987718276734,"label":"Bosnia and Herzegovina"},{"x":9.276202343841369,"y":73.005,"z":1.017827336704143,"label":"Bulgaria"},{"x":9.590092566363756,"y":75.748,"z":0.7972914234549263,"label":"Croatia"},{"x":10.03597564842833,"y":76.486,"z":1.202942750728513,"label":"Czech Republic"},{"x":10.47102668882148,"y":78.33199999999999,"z":0.8795343856178323,"label":"Denmark"},{"x":10.41051851768329,"y":79.313,"z":0.8608661288049999,"label":"Finland"},{"x":10.32449842005968,"y":80.657,"z":2.939660929020385,"label":"France"},{"x":10.37880125895925,"y":79.40600000000001,"z":3.414287084082024,"label":"Germany"},{"x":10.22333710467945,"y":79.483,"z":1.230703132603591,"label":"Greece"},{"x":9.79862382679109,"y":73.33799999999999,"z":1.186802914334423,"label":"Hungary"},{"x":10.49628357159143,"y":81.75700000000001,"z":0.2066748624669065,"label":"Iceland"},{"x":10.61339342717752,"y":78.88500000000001,"z":0.762441311979532,"label":"Ireland"},{"x":10.26010268418614,"y":80.54600000000001,"z":2.868139022903214,"label":"Italy"},{"x":9.132799943015339,"y":74.54300000000001,"z":0.3112399847391392,"label":"Montenegro"},{"x":10.51319696279739,"y":79.762,"z":1.531098362182542,"label":"Netherlands"},{"x":10.80683873171585,"y":80.196,"z":0.8091462162405798,"label":"Norway"},{"x":9.641468332733879,"y":75.563,"z":2.334355672101197,"label":"Poland"},{"x":9.928650677345093,"y":78.098,"z":1.227050649291082,"label":"Portugal"},{"x":9.288085884038223,"y":72.476,"z":1.775223159678648,"label":"Romania"},{"x":9.18876271106754,"y":74.002,"z":1.198319137029552,"label":"Serbia"},{"x":9.835118469488423,"y":74.663,"z":0.8778746409130462,"label":"Slovak Republic"},{"x":10.15689868746837,"y":77.926,"z":0.5331510302032835,"label":"Slovenia"},{"x":10.26886177726936,"y":80.941,"z":2.392122170193954,"label":"Spain"},{"x":10.42998222358626,"y":80.884,"z":1.130326323264569,"label":"Sweden"},{"x":10.5322673725097,"y":81.70099999999999,"z":1.033811348160479,"label":"Switzerland"},{"x":9.042900694727205,"y":71.777,"z":3.172836153458678,"label":"Turkey"},{"x":10.4104033814055,"y":79.425,"z":2.93224808715914,"label":"United Kingdom"}]},{"name":"Africa","type":"bubble","data":[{"x":8.736066432319678,"y":72.301,"z":2.171562897607743,"label":"Algeria"},{"x":8.475794211096686,"y":42.731,"z":1.325570787230669,"label":"Angola"},{"x":7.27329026764787,"y":56.728,"z":1.069040527221993,"label":"Benin"},{"x":9.439056509151994,"y":50.728,"z":0.4815491676986418,"label":"Botswana"},{"x":7.104171203548545,"y":52.295,"z":1.423637289383294,"label":"Burkina Faso"},{"x":6.063949594245329,"y":49.58,"z":1.089501556079563,"label":"Burundi"},{"x":7.621731638185456,"y":50.43,"z":1.58224945507689,"label":"Cameroon"},{"x":6.559638660731664,"y":44.741,"z":0.7861885520274118,"label":"Central African Republic"},{"x":7.440771103403637,"y":50.651,"z":1.203534330549966,"label":"Chad"},{"x":6.89380632226159,"y":65.152,"z":0.3171439187366783,"label":"Comoros"},{"x":5.626007793925132,"y":46.462,"z":3.023241094072063,"label":"Congo, Dem. Rep."},{"x":8.19769230667367,"y":55.322,"z":0.7332641593220085,"label":"Congo, Rep."},{"x":7.342617436444727,"y":48.328,"z":1.596363390622862,"label":"Cote d'Ivoire"},{"x":7.641315522621272,"y":54.791,"z":0.2649953890119541,"label":"Djibouti"},{"x":8.627155681368093,"y":71.33799999999999,"z":3.369734413993942,"label":"Egypt"},{"x":9.405420997068234,"y":51.579,"z":0.2792471844675662,"label":"Equatorial Guinea"},{"x":6.463605770695175,"y":58.04,"z":0.8331505167204768,"label":"Eritrea"},{"x":6.537858417895999,"y":52.947,"z":3.290017902192229,"label":"Ethiopia"},{"x":9.488463239465091,"y":56.735,"z":0.4536756301747626,"label":"Gabon"},{"x":6.623732804027337,"y":59.448,"z":0.4887268544686643,"label":"Gambia"},{"x":7.191134791182141,"y":60.022,"z":1.798865026796789,"label":"Ghana"},{"x":6.848699525142248,"y":56.007,"z":1.18630847442673,"label":"Guinea"},{"x":6.361702644473088,"y":46.388,"z":0.4563454847020443,"label":"Guinea-Bissau"},{"x":7.288414777482674,"y":54.11,"z":2.244506517191067,"label":"Kenya"},{"x":7.358404974528663,"y":42.592,"z":0.5336024629786237,"label":"Lesotho"},{"x":6.027090686119344,"y":45.678,"z":0.6721981567952608,"label":"Liberia"},{"x":9.397442092229253,"y":73.952,"z":0.9241475130546187,"label":"Libya"},{"x":6.951552165081218,"y":59.443,"z":1.646714407290439,"label":"Madagascar"},{"x":6.632462685785543,"y":48.303,"z":1.37309722883906,"label":"Malawi"},{"x":6.949455182747275,"y":54.467,"z":1.304665013972161,"label":"Mali"},{"x":7.497291244077236,"y":64.164,"z":0.6801614246187272,"label":"Mauritania"},{"x":9.30173298996425,"y":72.801,"z":0.4206704210341458,"label":"Mauritius"},{"x":8.248051572276294,"y":71.164,"z":2.185329116544265,"label":"Morocco"},{"x":6.713788928589531,"y":42.082,"z":1.680054146024023,"label":"Mozambique"},{"x":8.478672802210884,"y":52.906,"z":0.5391978737588248,"label":"Namibia"},{"x":6.429198200907495,"y":56.867,"z":1.350648076625168,"label":"Niger"},{"x":7.607866804595353,"y":46.859,"z":4.370698110732161,"label":"Nigeria"},{"x":8.945087873112389,"y":76.44199999999999,"z":0.3360166730677818,"label":"Reunion"},{"x":6.760517193245892,"y":46.242,"z":1.119605636483264,"label":"Rwanda"},{"x":7.376780360230913,"y":65.52800000000001,"z":0.1680317017373339,"label":"Sao Tome and Principe"},{"x":7.445693299055102,"y":63.062,"z":1.317381966138472,"label":"Senegal"},{"x":6.759882401238381,"y":42.568,"z":0.9323506328675675,"label":"Sierra Leone"},{"x":6.831026564620053,"y":48.159,"z":1.135800372867976,"label":"Somalia"},{"x":9.134501743962709,"y":49.339,"z":2.49487863191904,"label":"South Africa"},{"x":7.864187451932577,"y":58.556,"z":2.446063269497804,"label":"Sudan"},{"x":8.414823896039525,"y":39.613,"z":0.4003698898095349,"label":"Swaziland"},{"x":7.009844413302285,"y":52.517,"z":2.322854993081742,"label":"Tanzania"},{"x":6.783291161293032,"y":58.42,"z":0.8981138167312132,"label":"Togo"},{"x":8.866852808894505,"y":73.923,"z":1.205727568895257,"label":"Tunisia"},{"x":6.962603362563226,"y":51.542,"z":2.031444594624544,"label":"Uganda"},{"x":7.147725734910312,"y":42.384,"z":1.289078751832886,"label":"Zambia"},{"x":6.152113988664138,"y":43.487,"z":1.319723628832504,"label":"Zimbabwe"}]},{"name":"Americas","type":"bubble","data":[{"x":9.455588185282302,"y":75.31999999999999,"z":2.387793197481022,"label":"Argentina"},{"x":8.248564991242306,"y":65.554,"z":1.135823976036328,"label":"Bolivia"},{"x":9.112264461813179,"y":72.39,"z":5.184689744077843,"label":"Brazil"},{"x":10.50010276999341,"y":80.65300000000001,"z":2.173416356427592,"label":"Canada"},{"x":9.485821225112479,"y":78.553,"z":1.517833844550627,"label":"Chile"},{"x":8.854605046315045,"y":72.889,"z":2.50138329789187,"label":"Colombia"},{"x":9.174201293385909,"y":78.782,"z":0.7647384870476948,"label":"Costa Rica"},{"x":9.099196824890761,"y":78.273,"z":1.270894668689357,"label":"Cuba"},{"x":8.703734955926622,"y":72.235,"z":1.148240744810358,"label":"Dominican Republic"},{"x":8.835394138005636,"y":74.994,"z":1.395002020736194,"label":"Ecuador"},{"x":8.653183423565686,"y":71.878,"z":0.990840562896197,"label":"El Salvador"},{"x":8.553727607972682,"y":70.259,"z":1.333681168075288,"label":"Guatemala"},{"x":7.091440200971258,"y":60.916,"z":1.096768942866463,"label":"Haiti"},{"x":8.174232587672845,"y":70.19799999999999,"z":1.028948924065819,"label":"Honduras"},{"x":8.898485854096965,"y":72.56699999999999,"z":0.6271429043229531,"label":"Jamaica"},{"x":9.390791427138863,"y":76.19499999999999,"z":3.921483179857485,"label":"Mexico"},{"x":7.919109238352224,"y":72.899,"z":0.8960461105229631,"label":"Nicaragua"},{"x":9.191074535454053,"y":75.53700000000001,"z":0.6772544962709232,"label":"Panama"},{"x":8.336351770041206,"y":71.752,"z":0.9711891457247659,"label":"Paraguay"},{"x":8.910438009810923,"y":71.42100000000001,"z":2.014112281656375,"label":"Peru"},{"x":9.869346783112231,"y":78.746,"z":0.7468255371134008,"label":"Puerto Rico"},{"x":9.798599660729607,"y":69.819,"z":0.3866257289943238,"label":"Trinidad and Tobago"},{"x":10.66783041537953,"y":78.242,"z":6.527065777887667,"label":"United States"},{"x":9.269690109944033,"y":76.384,"z":0.6983701849875811,"label":"Uruguay"},{"x":9.342754138163883,"y":73.747,"z":1.920995782558,"label":"Venezuela"}]},{"name":"Oceania","type":"bubble","data":[{"x":10.44683943846056,"y":81.235,"z":1.700248378825157,"label":"Australia"},{"x":10.13400421990293,"y":80.20399999999999,"z":0.7630612611400787,"label":"New Zealand"}]}],"dataLabels":{"enabled":false},"xaxis":{"type":"numeric","min":5,"max":11,"tickAmount":8,"crosshairs":{"show":true,"stroke":{"dashArray":0}},"labels":{"style":{"colors":"#848484"},"formatter":"function(val) {return val.toFixed(2);}"},"title":{"text":"GDP per capita (log-scale)"},"tooltip":{"enabled":false}},"yaxis":{"min":30,"max":90,"tickAmount":6,"labels":{"formatter":"function(value) {var locale = formatLocale(JSON.parse('{ \"decimal\": \".\", \"thousands\": \",\", \"grouping\": [3], \"currency\": [\"$\", \"\"]}')); return '' + locale.format('~r')(value) + '';}","style":{"colors":"#848484"}},"tooltip":{"enabled":true},"axisBorder":{"show":true},"axisTicks":{"show":true},"title":{"text":"life expectancy at birth (in years)"},"decimalsInFloat":0},"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":5.626007793925132,"max":10.80683873171585},"type":"bubble"},"evals":["ax_opts.xaxis.labels.formatter","ax_opts.yaxis.labels.formatter","ax_opts.tooltip.custom"],"jsHooks":[]}</script><details><summary><span title="View full code">View full code</span>
|
||
</summary><div class="sourceCode" id="cb30"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"gapminder"</span>, package <span class="op">=</span> <span class="st">"gapminder"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="va">gapminder</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">year</span> <span class="op">==</span> <span class="fl">2007</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span></span>
|
||
<span> gdpPercap <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log</a></span><span class="op">(</span><span class="va">gdpPercap</span><span class="op">)</span>,</span>
|
||
<span> pop <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/MathFun.html" class="external-link">sqrt</a></span><span class="op">(</span><span class="va">pop</span> <span class="op">/</span> <span class="va">pi</span><span class="op">)</span> <span class="op">/</span> <span class="fl">1500</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span>mapping <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">gdpPercap</span>, <span class="va">lifeExp</span>, z <span class="op">=</span> <span class="va">pop</span>, group <span class="op">=</span> <span class="va">continent</span>, label <span class="op">=</span> <span class="va">country</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"scatter"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>zoom <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> enabled <span class="op">=</span> <span class="cn">TRUE</span>, type <span class="op">=</span> <span class="st">"xy"</span></span>
|
||
<span> <span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> decimalsInFloat <span class="op">=</span> <span class="fl">0</span>, </span>
|
||
<span> axisBorder <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span>
|
||
<span> axisTicks <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span>,</span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"life expectancy at birth (in years)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_xaxis.html">ax_xaxis</a></span><span class="op">(</span></span>
|
||
<span> tickAmount <span class="op">=</span> <span class="fl">8</span>, </span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="st">"function(val) {return val.toFixed(2);}"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> tooltip <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span>,</span>
|
||
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>text <span class="op">=</span> <span class="st">"GDP per capita (log-scale)"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_grid.html">ax_grid</a></span><span class="op">(</span>xaxis <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>lines <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>show <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span>position <span class="op">=</span> <span class="st">"right"</span>, offsetY <span class="op">=</span> <span class="fl">70</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_tooltip.html">ax_tooltip</a></span><span class="op">(</span>custom <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste</a></span><span class="op">(</span></span>
|
||
<span> <span class="st">"function({ series, seriesIndex, dataPointIndex, w }) {"</span>,</span>
|
||
<span> <span class="st">"console.log(w); return ("</span>,</span>
|
||
<span> <span class="st">"'<div>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<div class = \"apexcharts-tooltip-title\">' +"</span>,</span>
|
||
<span> <span class="st">"w.config.series[seriesIndex].data[dataPointIndex].label"</span>,</span>
|
||
<span> <span class="st">"+ '</div>' +"</span>,</span>
|
||
<span> <span class="st">"'<div style = \"padding: 5px;\">' +"</span>,</span>
|
||
<span> <span class="st">"'<div class = \"apexcharts-tooltip-y-group\">' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,</span>
|
||
<span> <span class="st">"'Population: ' +"</span>, </span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,</span>
|
||
<span> <span class="st">"Math.round(Math.pow(w.config.series[seriesIndex].data[dataPointIndex].z * 1500, 2) * Math.PI).</span></span>
|
||
<span><span class="st"> toString().replace(/\\B(?=(\\d{3})+(?!\\d))/g, \",\") +"</span>,</span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</br>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,</span>
|
||
<span> <span class="st">"'GDP per capita: ' +"</span>, </span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,</span>
|
||
<span> <span class="st">"Math.round(Math.exp(w.config.series[seriesIndex].data[dataPointIndex].x)) +"</span>,</span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</br>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-label\">' +"</span>,</span>
|
||
<span> <span class="st">"'Life expectancy: ' +"</span>, </span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> <span class="st">"'<span class = \"apexcharts-tooltip-text-value\">' +"</span>,</span>
|
||
<span> <span class="st">"w.config.series[seriesIndex].data[dataPointIndex].y +"</span>,</span>
|
||
<span> <span class="st">"'</span>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</div>' +"</span>,</span>
|
||
<span> <span class="st">"'</div>' +"</span>,</span>
|
||
<span> </span>
|
||
<span> <span class="st">"'</div>'"</span>,</span>
|
||
<span> <span class="st">");"</span>,</span>
|
||
<span> <span class="st">"}"</span>, sep <span class="op">=</span> <span class="st">"\n"</span></span>
|
||
<span> <span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Life expectancy, GDP and population"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"gapminder dataset from {gapminder}"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
</details><p><br><br></p>
|
||
</div>
|
||
<div class="section level2">
|
||
<h2 id="heatmap">Heatmap<a class="anchor" aria-label="anchor" href="#heatmap"></a>
|
||
</h2>
|
||
<p>This is an adaption of this fancy <a href="http://jkunst.com/highcharter/showcase.html" class="external-link">{highcharter}
|
||
example</a>, based from this <a href="http://graphics.wsj.com/infectious-diseases-and-vaccines/" class="external-link">WSJ
|
||
visualization</a>.</p>
|
||
<div class="sourceCode" id="cb31"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"vaccines"</span>, package <span class="op">=</span> <span class="st">"highcharter"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="va">heatmap</span> <span class="op"><-</span> <span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span></span>
|
||
<span> <span class="va">vaccines</span>, </span>
|
||
<span> <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">year</span>, <span class="va">state</span>, fill <span class="op">=</span> <span class="va">count</span><span class="op">)</span>, </span>
|
||
<span> type <span class="op">=</span> <span class="st">"heatmap"</span>, </span>
|
||
<span> height <span class="op">=</span> <span class="st">"800px"</span></span>
|
||
<span><span class="op">)</span></span></code></pre></div>
|
||
<p>Remove the animations (little slow otherwise) :</p>
|
||
<div class="sourceCode" id="cb32"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>animations <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Remove values displayed in the heatmap :</p>
|
||
<div class="sourceCode" id="cb33"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_dataLabels.html">ax_dataLabels</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
|
||
<p>Remove space between squared of the heatmap :</p>
|
||
<div class="sourceCode" id="cb34"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">0</span><span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_plotOptions.html">ax_plotOptions</a></span><span class="op">(</span></span>
|
||
<span> heatmap <span class="op">=</span> <span class="fu"><a href="../../reference/heatmap_opts.html">heatmap_opts</a></span><span class="op">(</span></span>
|
||
<span> radius <span class="op">=</span> <span class="fl">0</span>,</span>
|
||
<span> enableShades <span class="op">=</span> <span class="cn">FALSE</span>,</span>
|
||
<span> colorScale <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> ranges <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">0</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">0.001</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"Missing"</span>,</span>
|
||
<span> color <span class="op">=</span> <span class="st">"#FFF"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">0.001</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">4</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"low"</span>,</span>
|
||
<span> <span class="co"># color = "#000004"</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#FDE725"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">4</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">70</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"mid-low"</span>,</span>
|
||
<span> <span class="co"># color = "#781C6D",</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#35B779"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">70</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">290</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"mid-high"</span>,</span>
|
||
<span> <span class="co"># color = "#ED6925",</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#31688E"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">290</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">3000</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"high"</span>,</span>
|
||
<span> <span class="co"># color = "#FCFFA4",</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#440154"</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span></span>
|
||
<span> <span class="st">"function(seriesName, opts) {</span></span>
|
||
<span><span class="st"> if (seriesName == 'Missing') return null; else return seriesName;</span></span>
|
||
<span><span class="st"> }"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> offsetY <span class="op">=</span> <span class="op">-</span><span class="fl">15</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Set size of the y-axis labels :</p>
|
||
<div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"8px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></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 sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span><span class="op">(</span></span>
|
||
<span> xaxis <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> x <span class="op">=</span> <span class="fl">1963</span>, x2 <span class="op">=</span> <span class="fl">1963.1</span>,</span>
|
||
<span> strokeDashArray <span class="op">=</span> <span class="fl">0</span>, </span>
|
||
<span> opacity <span class="op">=</span> <span class="fl">1</span>, </span>
|
||
<span> borderColor <span class="op">=</span> <span class="st">"firebrick"</span>,</span>
|
||
<span> fillColor <span class="op">=</span> <span class="st">"firebrick"</span>,</span>
|
||
<span> label <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> borderColor <span class="op">=</span> <span class="st">"firebrick"</span>,</span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>color <span class="op">=</span> <span class="st">"#FFF"</span>, background <span class="op">=</span> <span class="st">"firebrick"</span><span class="op">)</span>,</span>
|
||
<span> text <span class="op">=</span> <span class="st">"Vaccine Introduced"</span>, </span>
|
||
<span> orientation <span class="op">=</span> <span class="st">"horizontal"</span>,</span>
|
||
<span> position <span class="op">=</span> <span class="st">"bottom"</span>,</span>
|
||
<span> offsetY <span class="op">=</span> <span class="fl">0</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>As usual, add title and subtitle and format them :</p>
|
||
<div class="sourceCode" id="cb39"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span> <span class="op"><-</span> <span class="va">heatmap</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Infectious Diseases and Vaccines"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"vaccines dataset from {highcharter}"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
<p>Final result looks like :</p>
|
||
<div class="sourceCode" id="cb40"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="va">heatmap</span></span></code></pre></div>
|
||
<div id="htmlwidget-ca5fb111be956e855c33" style="width:100%;height:800px;" class="apexcharter html-widget"></div>
|
||
<script type="application/json" data-for="htmlwidget-ca5fb111be956e855c33">{"x":{"ax_opts":{"chart":{"type":"heatmap","animations":{"enabled":false}},"series":[{"name":"Alabama","data":[{"x":"1928","y":334.99},{"x":"1929","y":111.93},{"x":"1930","y":157},{"x":"1931","y":337.29},{"x":"1932","y":10.21},{"x":"1933","y":65.22},{"x":"1934","y":590.27},{"x":"1935","y":265.34},{"x":"1936","y":20.78},{"x":"1937","y":22.46},{"x":"1938","y":496.44},{"x":"1939","y":182.64},{"x":"1940","y":115.12},{"x":"1941","y":297.47},{"x":"1942","y":126.15},{"x":"1943","y":130.82},{"x":"1944","y":252.87},{"x":"1945","y":27.33},{"x":"1946","y":126.75},{"x":"1947","y":127.26},{"x":"1948","y":69.09},{"x":"1949","y":368.8},{"x":"1950","y":50.9},{"x":"1951","y":103.24},{"x":"1952","y":351.72},{"x":"1953","y":93.98999999999999},{"x":"1954","y":280.39},{"x":"1955","y":69.68000000000001},{"x":"1956","y":231.75},{"x":"1957","y":299.79},{"x":"1958","y":242.34},{"x":"1959","y":108.19},{"x":"1960","y":63.33},{"x":"1961","y":78.01000000000001},{"x":"1962","y":71.58},{"x":"1963","y":34.74},{"x":"1964","y":533.6799999999999},{"x":"1965","y":68.2},{"x":"1966","y":52.38},{"x":"1967","y":38.98},{"x":"1968","y":4.65},{"x":"1969","y":0.36},{"x":"1970","y":13.94},{"x":"1971","y":55.24},{"x":"1972","y":4.02},{"x":"1973","y":0.42},{"x":"1974","y":0.58},{"x":"1975","y":0.13},{"x":"1976","y":null},{"x":"1977","y":2.06},{"x":"1978","y":3.43},{"x":"1979","y":3.35},{"x":"1980","y":0.57},{"x":"1981","y":null},{"x":"1982","y":0.05},{"x":"1983","y":0.03},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":0.02},{"x":"1987","y":0.09000000000000001},{"x":"1988","y":0.02},{"x":"1989","y":1.46},{"x":"1990","y":0.65},{"x":"1991","y":0.02},{"x":"1992","y":null},{"x":"1993","y":0.02},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.14},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":0.16},{"x":"2003","y":null}]},{"name":"Alaska","data":[{"x":"1928","y":null},{"x":"1929","y":null},{"x":"1930","y":null},{"x":"1931","y":null},{"x":"1932","y":null},{"x":"1933","y":null},{"x":"1934","y":null},{"x":"1935","y":null},{"x":"1936","y":null},{"x":"1937","y":null},{"x":"1938","y":null},{"x":"1939","y":null},{"x":"1940","y":null},{"x":"1941","y":null},{"x":"1942","y":null},{"x":"1943","y":null},{"x":"1944","y":null},{"x":"1945","y":null},{"x":"1946","y":null},{"x":"1947","y":null},{"x":"1948","y":null},{"x":"1949","y":null},{"x":"1950","y":null},{"x":"1951","y":null},{"x":"1952","y":null},{"x":"1953","y":null},{"x":"1954","y":691.67},{"x":"1955","y":241.87},{"x":"1956","y":1120.98},{"x":"1957","y":414.7},{"x":"1958","y":562.0600000000001},{"x":"1959","y":816.55},{"x":"1960","y":635.79},{"x":"1961","y":420.96},{"x":"1962","y":571.54},{"x":"1963","y":722.27},{"x":"1964","y":439.89},{"x":"1965","y":79.38},{"x":"1966","y":236.57},{"x":"1967","y":53.27},{"x":"1968","y":3.86},{"x":"1969","y":6.77},{"x":"1970","y":33.61},{"x":"1971","y":19.42},{"x":"1972","y":3.94},{"x":"1973","y":1.47},{"x":"1974","y":0.27},{"x":"1975","y":null},{"x":"1976","y":2.73},{"x":"1977","y":15.07},{"x":"1978","y":0.5},{"x":"1979","y":4.48},{"x":"1980","y":1.44},{"x":"1981","y":null},{"x":"1982","y":0.2},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":null},{"x":"1987","y":null},{"x":"1988","y":0.18},{"x":"1989","y":null},{"x":"1990","y":4.86},{"x":"1991","y":0.18},{"x":"1992","y":0.68},{"x":"1993","y":null},{"x":"1994","y":2.67},{"x":"1995","y":null},{"x":"1996","y":11.16},{"x":"1997","y":0.16},{"x":"1998","y":2.58},{"x":"1999","y":null},{"x":"2000","y":0.16},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Arizona","data":[{"x":"1928","y":200.75},{"x":"1929","y":54.88},{"x":"1930","y":466.31},{"x":"1931","y":497.69},{"x":"1932","y":20.11},{"x":"1933","y":296.01},{"x":"1934","y":238.81},{"x":"1935","y":135.02},{"x":"1936","y":525.5},{"x":"1937","y":837.3},{"x":"1938","y":149.34},{"x":"1939","y":144.02},{"x":"1940","y":339.06},{"x":"1941","y":615.29},{"x":"1942","y":740.83},{"x":"1943","y":172.44},{"x":"1944","y":736.71},{"x":"1945","y":93.73999999999999},{"x":"1946","y":498.69},{"x":"1947","y":224.49},{"x":"1948","y":623.38},{"x":"1949","y":531.46},{"x":"1950","y":315.95},{"x":"1951","y":1351.49},{"x":"1952","y":424.59},{"x":"1953","y":557.91},{"x":"1954","y":531.51},{"x":"1955","y":1024.03},{"x":"1956","y":644.3199999999999},{"x":"1957","y":700.97},{"x":"1958","y":825.1799999999999},{"x":"1959","y":719.02},{"x":"1960","y":325.91},{"x":"1961","y":559.22},{"x":"1962","y":431.74},{"x":"1963","y":583.67},{"x":"1964","y":405.54},{"x":"1965","y":100.6},{"x":"1966","y":336.9},{"x":"1967","y":62.08},{"x":"1968","y":14.61},{"x":"1969","y":31.21},{"x":"1970","y":53.05},{"x":"1971","y":25.39},{"x":"1972","y":40.83},{"x":"1973","y":1.12},{"x":"1974","y":0.89},{"x":"1975","y":3.53},{"x":"1976","y":10},{"x":"1977","y":8.710000000000001},{"x":"1978","y":2.52},{"x":"1979","y":3.25},{"x":"1980","y":11.63},{"x":"1981","y":0.36},{"x":"1982","y":0.53},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":7.49},{"x":"1986","y":7.45},{"x":"1987","y":1},{"x":"1988","y":0.08},{"x":"1989","y":3.96},{"x":"1990","y":7.72},{"x":"1991","y":9.040000000000001},{"x":"1992","y":null},{"x":"1993","y":0.06},{"x":"1994","y":0.2},{"x":"1995","y":0.27},{"x":"1996","y":0.17},{"x":"1997","y":0.18},{"x":"1998","y":0.2},{"x":"1999","y":0.02},{"x":"2000","y":null},{"x":"2001","y":0.02},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Arkansas","data":[{"x":"1928","y":481.77},{"x":"1929","y":67.22},{"x":"1930","y":53.44},{"x":"1931","y":45.91},{"x":"1932","y":5.33},{"x":"1933","y":293.32},{"x":"1934","y":384.57},{"x":"1935","y":80.33},{"x":"1936","y":5.66},{"x":"1937","y":16.98},{"x":"1938","y":356.73},{"x":"1939","y":123.51},{"x":"1940","y":72},{"x":"1941","y":273.89},{"x":"1942","y":232.7},{"x":"1943","y":162.6},{"x":"1944","y":207.51},{"x":"1945","y":69.5},{"x":"1946","y":168.47},{"x":"1947","y":130.61},{"x":"1948","y":208.3},{"x":"1949","y":667.72},{"x":"1950","y":91.12},{"x":"1951","y":401.09},{"x":"1952","y":188.55},{"x":"1953","y":727.41},{"x":"1954","y":151.03},{"x":"1955","y":173.54},{"x":"1956","y":506.86},{"x":"1957","y":78.41},{"x":"1958","y":173.95},{"x":"1959","y":46.49},{"x":"1960","y":89.23999999999999},{"x":"1961","y":93.26000000000001},{"x":"1962","y":77.61},{"x":"1963","y":77.5},{"x":"1964","y":58.28},{"x":"1965","y":63.08},{"x":"1966","y":72.48999999999999},{"x":"1967","y":66.76000000000001},{"x":"1968","y":0.15},{"x":"1969","y":1.51},{"x":"1970","y":1.66},{"x":"1971","y":21.91},{"x":"1972","y":0.65},{"x":"1973","y":3.71},{"x":"1974","y":0.66},{"x":"1975","y":0.1},{"x":"1976","y":0.91},{"x":"1977","y":2.04},{"x":"1978","y":0.96},{"x":"1979","y":0.47},{"x":"1980","y":0.76},{"x":"1981","y":0.59},{"x":"1982","y":null},{"x":"1983","y":0.04},{"x":"1984","y":0.38},{"x":"1985","y":null},{"x":"1986","y":12.21},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":0.21},{"x":"1990","y":1.74},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":0.08},{"x":"1996","y":null},{"x":"1997","y":0.12},{"x":"1998","y":null},{"x":"1999","y":0.16},{"x":"2000","y":0.04},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"California","data":[{"x":"1928","y":69.22},{"x":"1929","y":72.8},{"x":"1930","y":760.24},{"x":"1931","y":477.48},{"x":"1932","y":214.08},{"x":"1933","y":445.28},{"x":"1934","y":423.26},{"x":"1935","y":466.38},{"x":"1936","y":773.54},{"x":"1937","y":78.26000000000001},{"x":"1938","y":278.32},{"x":"1939","y":939.48},{"x":"1940","y":376.44},{"x":"1941","y":174.42},{"x":"1942","y":1222.01},{"x":"1943","y":340.06},{"x":"1944","y":599.97},{"x":"1945","y":339.44},{"x":"1946","y":575.16},{"x":"1947","y":74.98},{"x":"1948","y":487.91},{"x":"1949","y":320.82},{"x":"1950","y":137.92},{"x":"1951","y":548.36},{"x":"1952","y":335.25},{"x":"1953","y":438.91},{"x":"1954","y":473.05},{"x":"1955","y":513.46},{"x":"1956","y":235.21},{"x":"1957","y":353.35},{"x":"1958","y":235.72},{"x":"1959","y":251.82},{"x":"1960","y":140.03},{"x":"1961","y":223.42},{"x":"1962","y":164.86},{"x":"1963","y":113.36},{"x":"1964","y":179.9},{"x":"1965","y":74.59999999999999},{"x":"1966","y":80.59},{"x":"1967","y":27.45},{"x":"1968","y":8.49},{"x":"1969","y":4.57},{"x":"1970","y":9.550000000000001},{"x":"1971","y":13.88},{"x":"1972","y":15.43},{"x":"1973","y":3.82},{"x":"1974","y":5.14},{"x":"1975","y":23.78},{"x":"1976","y":10.41},{"x":"1977","y":34.75},{"x":"1978","y":2.81},{"x":"1979","y":4.08},{"x":"1980","y":3.65},{"x":"1981","y":1.4},{"x":"1982","y":3.16},{"x":"1983","y":0.59},{"x":"1984","y":1.2},{"x":"1985","y":0.92},{"x":"1986","y":1.52},{"x":"1987","y":2.68},{"x":"1988","y":2.48},{"x":"1989","y":7.34},{"x":"1990","y":31.99},{"x":"1991","y":6.49},{"x":"1992","y":0.19},{"x":"1993","y":0.18},{"x":"1994","y":0.19},{"x":"1995","y":0.09},{"x":"1996","y":0.11},{"x":"1997","y":0.09},{"x":"1998","y":null},{"x":"1999","y":0.06},{"x":"2000","y":0.03},{"x":"2001","y":0.11},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Colorado","data":[{"x":"1928","y":206.98},{"x":"1929","y":74.24000000000001},{"x":"1930","y":1132.76},{"x":"1931","y":453.27},{"x":"1932","y":222.9},{"x":"1933","y":27.69},{"x":"1934","y":1204.25},{"x":"1935","y":1186.07},{"x":"1936","y":54.74},{"x":"1937","y":93},{"x":"1938","y":823.71},{"x":"1939","y":525.21},{"x":"1940","y":231.8},{"x":"1941","y":661.75},{"x":"1942","y":505.49},{"x":"1943","y":976.97},{"x":"1944","y":556.49},{"x":"1945","y":95.91},{"x":"1946","y":992.74},{"x":"1947","y":142.93},{"x":"1948","y":723.28},{"x":"1949","y":557.61},{"x":"1950","y":395.37},{"x":"1951","y":934.02},{"x":"1952","y":386.92},{"x":"1953","y":684},{"x":"1954","y":127.66},{"x":"1955","y":317.08},{"x":"1956","y":873.22},{"x":"1957","y":173.47},{"x":"1958","y":566.11},{"x":"1959","y":411.5},{"x":"1960","y":384.73},{"x":"1961","y":210.35},{"x":"1962","y":474},{"x":"1963","y":325.28},{"x":"1964","y":164.43},{"x":"1965","y":302.7},{"x":"1966","y":72},{"x":"1967","y":79.64},{"x":"1968","y":23.54},{"x":"1969","y":6.43},{"x":"1970","y":10.41},{"x":"1971","y":37.17},{"x":"1972","y":20.88},{"x":"1973","y":6.55},{"x":"1974","y":6.13},{"x":"1975","y":44.44},{"x":"1976","y":16.67},{"x":"1977","y":15.7},{"x":"1978","y":1.8},{"x":"1979","y":2.48},{"x":"1980","y":0.77},{"x":"1981","y":0.25},{"x":"1982","y":0.22},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":0.27},{"x":"1986","y":0.15},{"x":"1987","y":0.27},{"x":"1988","y":3.53},{"x":"1989","y":3.02},{"x":"1990","y":4.17},{"x":"1991","y":0.33},{"x":"1992","y":0.64},{"x":"1993","y":null},{"x":"1994","y":0.54},{"x":"1995","y":0.6799999999999999},{"x":"1996","y":0.21},{"x":"1997","y":0.72},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.06},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Connecticut","data":[{"x":"1928","y":634.95},{"x":"1929","y":614.8199999999999},{"x":"1930","y":112.23},{"x":"1931","y":790.46},{"x":"1932","y":348.27},{"x":"1933","y":330.66},{"x":"1934","y":282.35},{"x":"1935","y":1449.49},{"x":"1936","y":228.97},{"x":"1937","y":606.76},{"x":"1938","y":107.56},{"x":"1939","y":937.54},{"x":"1940","y":376.52},{"x":"1941","y":364.57},{"x":"1942","y":587.88},{"x":"1943","y":550.38},{"x":"1944","y":493.5},{"x":"1945","y":170.2},{"x":"1946","y":397.91},{"x":"1947","y":814.92},{"x":"1948","y":140.62},{"x":"1949","y":935.63},{"x":"1950","y":197.45},{"x":"1951","y":227.43},{"x":"1952","y":1179.01},{"x":"1953","y":99.98999999999999},{"x":"1954","y":223.47},{"x":"1955","y":1256.63},{"x":"1956","y":116.46},{"x":"1957","y":409.99},{"x":"1958","y":645.65},{"x":"1959","y":516.46},{"x":"1960","y":434.62},{"x":"1961","y":261.76},{"x":"1962","y":672.0599999999999},{"x":"1963","y":214.81},{"x":"1964","y":189.03},{"x":"1965","y":322.89},{"x":"1966","y":32.51},{"x":"1967","y":3.57},{"x":"1968","y":23.82},{"x":"1969","y":21.39},{"x":"1970","y":3.82},{"x":"1971","y":38.91},{"x":"1972","y":50.08},{"x":"1973","y":59.17},{"x":"1974","y":5.6},{"x":"1975","y":4.16},{"x":"1976","y":7.64},{"x":"1977","y":25.02},{"x":"1978","y":17.04},{"x":"1979","y":0.12},{"x":"1980","y":0.85},{"x":"1981","y":0.27},{"x":"1982","y":0.24},{"x":"1983","y":null},{"x":"1984","y":0.31},{"x":"1985","y":0.18},{"x":"1986","y":0.27},{"x":"1987","y":0.6599999999999999},{"x":"1988","y":0.51},{"x":"1989","y":6.529999999999999},{"x":"1990","y":5.7},{"x":"1991","y":0.6899999999999999},{"x":"1992","y":0.06},{"x":"1993","y":0.18},{"x":"1994","y":0.12},{"x":"1995","y":0.03},{"x":"1996","y":0.03},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Delaware","data":[{"x":"1928","y":256.02},{"x":"1929","y":239.82},{"x":"1930","y":109.25},{"x":"1931","y":1003.28},{"x":"1932","y":15.98},{"x":"1933","y":82.68000000000001},{"x":"1934","y":1225.2},{"x":"1935","y":412.7},{"x":"1936","y":555.96},{"x":"1937","y":707.1},{"x":"1938","y":236.02},{"x":"1939","y":94.63},{"x":"1940","y":36.04},{"x":"1941","y":1268.35},{"x":"1942","y":90.16},{"x":"1943","y":564.55},{"x":"1944","y":138.4},{"x":"1945","y":96.86},{"x":"1946","y":198.98},{"x":"1947","y":19.41},{"x":"1948","y":333.13},{"x":"1949","y":234.53},{"x":"1950","y":194.7},{"x":"1951","y":208.42},{"x":"1952","y":119.34},{"x":"1953","y":115.88},{"x":"1954","y":527.67},{"x":"1955","y":26.98},{"x":"1956","y":212.31},{"x":"1957","y":78.13},{"x":"1958","y":118.9},{"x":"1959","y":139.7},{"x":"1960","y":212.92},{"x":"1961","y":368.35},{"x":"1962","y":129.42},{"x":"1963","y":248.69},{"x":"1964","y":79.26000000000001},{"x":"1965","y":102.38},{"x":"1966","y":51.14},{"x":"1967","y":10.64},{"x":"1968","y":4.51},{"x":"1969","y":93.73},{"x":"1970","y":47.46},{"x":"1971","y":7.27},{"x":"1972","y":9.66},{"x":"1973","y":1.71},{"x":"1974","y":2.72},{"x":"1975","y":5.94},{"x":"1976","y":18.8},{"x":"1977","y":1.18},{"x":"1978","y":1.87},{"x":"1979","y":0.17},{"x":"1980","y":0.68},{"x":"1981","y":null},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":0.16},{"x":"1987","y":3.09},{"x":"1988","y":null},{"x":"1989","y":5.4},{"x":"1990","y":1.35},{"x":"1991","y":2.81},{"x":"1992","y":0.42},{"x":"1993","y":0.28},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":0.13},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"District Of Columbia","data":[{"x":"1928","y":535.63},{"x":"1929","y":94.2},{"x":"1930","y":182.1},{"x":"1931","y":832.99},{"x":"1932","y":53.14},{"x":"1933","y":100.8},{"x":"1934","y":1137.49},{"x":"1935","y":152.73},{"x":"1936","y":335.59},{"x":"1937","y":333.27},{"x":"1938","y":115.59},{"x":"1939","y":497.42},{"x":"1940","y":126.99},{"x":"1941","y":488.19},{"x":"1942","y":190.76},{"x":"1943","y":234.27},{"x":"1944","y":310.09},{"x":"1945","y":39.59},{"x":"1946","y":465.92},{"x":"1947","y":60.15},{"x":"1948","y":305.05},{"x":"1949","y":278.56},{"x":"1950","y":213.51},{"x":"1951","y":185.16},{"x":"1952","y":286.17},{"x":"1953","y":44.05},{"x":"1954","y":383.3},{"x":"1955","y":57.69},{"x":"1956","y":210.28},{"x":"1957","y":114.82},{"x":"1958","y":187.57},{"x":"1959","y":52.17},{"x":"1960","y":158.16},{"x":"1961","y":47.09},{"x":"1962","y":89.2},{"x":"1963","y":27.76},{"x":"1964","y":43.14},{"x":"1965","y":19.76},{"x":"1966","y":49.3},{"x":"1967","y":3.46},{"x":"1968","y":0.78},{"x":"1969","y":5.89},{"x":"1970","y":46},{"x":"1971","y":2.12},{"x":"1972","y":0.27},{"x":"1973","y":1.4},{"x":"1974","y":0.14},{"x":"1975","y":0.28},{"x":"1976","y":1.94},{"x":"1977","y":2.1},{"x":"1978","y":0.3},{"x":"1979","y":0.16},{"x":"1980","y":0.79},{"x":"1981","y":0.32},{"x":"1982","y":0.16},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":4.39},{"x":"1986","y":null},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":6.74},{"x":"1990","y":3.66},{"x":"1991","y":null},{"x":"1992","y":0.33},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.35},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Florida","data":[{"x":"1928","y":119.58},{"x":"1929","y":78.01000000000001},{"x":"1930","y":356.59},{"x":"1931","y":260.79},{"x":"1932","y":13.63},{"x":"1933","y":63.93},{"x":"1934","y":505.65},{"x":"1935","y":72.77},{"x":"1936","y":18.22},{"x":"1937","y":23.08},{"x":"1938","y":517.83},{"x":"1939","y":157.53},{"x":"1940","y":114.19},{"x":"1941","y":459.76},{"x":"1942","y":189.61},{"x":"1943","y":68.56999999999999},{"x":"1944","y":189.74},{"x":"1945","y":39.63},{"x":"1946","y":116.89},{"x":"1947","y":53.1},{"x":"1948","y":152.39},{"x":"1949","y":144.03},{"x":"1950","y":83.43000000000001},{"x":"1951","y":76.21000000000001},{"x":"1952","y":109.99},{"x":"1953","y":38.5},{"x":"1954","y":312.27},{"x":"1955","y":38.04},{"x":"1956","y":127.23},{"x":"1957","y":120.36},{"x":"1958","y":266.67},{"x":"1959","y":74.68000000000001},{"x":"1960","y":74.45999999999999},{"x":"1961","y":127.69},{"x":"1962","y":76.09},{"x":"1963","y":66.69},{"x":"1964","y":121.55},{"x":"1965","y":62.29},{"x":"1966","y":64.38},{"x":"1967","y":28.92},{"x":"1968","y":8.94},{"x":"1969","y":9.27},{"x":"1970","y":20.19},{"x":"1971","y":30.83},{"x":"1972","y":17.64},{"x":"1973","y":4.7},{"x":"1974","y":2.7},{"x":"1975","y":0.9400000000000001},{"x":"1976","y":3.78},{"x":"1977","y":3.3},{"x":"1978","y":11.6},{"x":"1979","y":6.2},{"x":"1980","y":4.04},{"x":"1981","y":2.89},{"x":"1982","y":2.01},{"x":"1983","y":1.48},{"x":"1984","y":0.16},{"x":"1985","y":0.9900000000000001},{"x":"1986","y":3.38},{"x":"1987","y":0.72},{"x":"1988","y":1.32},{"x":"1989","y":1.6},{"x":"1990","y":2.87},{"x":"1991","y":2.21},{"x":"1992","y":0.3},{"x":"1993","y":0.2},{"x":"1994","y":0.16},{"x":"1995","y":0.06},{"x":"1996","y":null},{"x":"1997","y":0.06},{"x":"1998","y":0.01},{"x":"1999","y":0.01},{"x":"2000","y":0.02},{"x":"2001","y":null},{"x":"2002","y":0.01},{"x":"2003","y":null}]},{"name":"Georgia","data":[{"x":"1928","y":159.73},{"x":"1929","y":40.63},{"x":"1930","y":153.21},{"x":"1931","y":104.39},{"x":"1932","y":34.36},{"x":"1933","y":156.88},{"x":"1934","y":774.78},{"x":"1935","y":1.05},{"x":"1936","y":0.27},{"x":"1937","y":null},{"x":"1938","y":299.92},{"x":"1939","y":115.95},{"x":"1940","y":93.84},{"x":"1941","y":294.12},{"x":"1942","y":168.74},{"x":"1943","y":126.45},{"x":"1944","y":171.51},{"x":"1945","y":27.53},{"x":"1946","y":117.11},{"x":"1947","y":102.39},{"x":"1948","y":37.8},{"x":"1949","y":288.7},{"x":"1950","y":62.42},{"x":"1951","y":213.03},{"x":"1952","y":225.42},{"x":"1953","y":86.48999999999999},{"x":"1954","y":188.04},{"x":"1955","y":68.18000000000001},{"x":"1956","y":128.9},{"x":"1957","y":155.66},{"x":"1958","y":175.18},{"x":"1959","y":11.54},{"x":"1960","y":5.53},{"x":"1961","y":10.24},{"x":"1962","y":10.19},{"x":"1963","y":4.78},{"x":"1964","y":4.92},{"x":"1965","y":15.1},{"x":"1966","y":5.59},{"x":"1967","y":0.9600000000000001},{"x":"1968","y":0.08},{"x":"1969","y":0.04},{"x":"1970","y":0.36},{"x":"1971","y":23.59},{"x":"1972","y":3.56},{"x":"1973","y":1.02},{"x":"1974","y":0.06},{"x":"1975","y":0.78},{"x":"1976","y":0.1},{"x":"1977","y":14.41},{"x":"1978","y":1.06},{"x":"1979","y":10.14},{"x":"1980","y":15.19},{"x":"1981","y":1.95},{"x":"1982","y":null},{"x":"1983","y":0.14},{"x":"1984","y":0.06},{"x":"1985","y":0.13},{"x":"1986","y":1.49},{"x":"1987","y":0.15},{"x":"1988","y":null},{"x":"1989","y":0.27},{"x":"1990","y":5.5},{"x":"1991","y":0.23},{"x":"1992","y":0.04},{"x":"1993","y":0.01},{"x":"1994","y":0.03},{"x":"1995","y":0.06},{"x":"1996","y":0.01},{"x":"1997","y":null},{"x":"1998","y":0.01},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":0.01},{"x":"2002","y":0.01},{"x":"2003","y":null}]},{"name":"Hawaii","data":[{"x":"1928","y":null},{"x":"1929","y":null},{"x":"1930","y":null},{"x":"1931","y":null},{"x":"1932","y":null},{"x":"1933","y":null},{"x":"1934","y":null},{"x":"1935","y":null},{"x":"1936","y":null},{"x":"1937","y":null},{"x":"1938","y":null},{"x":"1939","y":null},{"x":"1940","y":null},{"x":"1941","y":null},{"x":"1942","y":null},{"x":"1943","y":null},{"x":"1944","y":null},{"x":"1945","y":null},{"x":"1946","y":null},{"x":"1947","y":null},{"x":"1948","y":null},{"x":"1949","y":null},{"x":"1950","y":13.22},{"x":"1951","y":955.24},{"x":"1952","y":null},{"x":"1953","y":null},{"x":"1954","y":99.86},{"x":"1955","y":1186.44},{"x":"1956","y":922.02},{"x":"1957","y":866.24},{"x":"1958","y":95.08},{"x":"1959","y":592.6},{"x":"1960","y":829},{"x":"1961","y":29.62},{"x":"1962","y":387.29},{"x":"1963","y":521.83},{"x":"1964","y":123.18},{"x":"1965","y":575.8},{"x":"1966","y":20.36},{"x":"1967","y":24.46},{"x":"1968","y":5.050000000000001},{"x":"1969","y":7.02},{"x":"1970","y":23.86},{"x":"1971","y":59.03},{"x":"1972","y":11.24},{"x":"1973","y":3.52},{"x":"1974","y":7.100000000000001},{"x":"1975","y":7.17},{"x":"1976","y":1.2},{"x":"1977","y":4.73},{"x":"1978","y":2.17},{"x":"1979","y":7.95},{"x":"1980","y":0.9},{"x":"1981","y":0.8},{"x":"1982","y":0.5},{"x":"1983","y":0.1},{"x":"1984","y":16.64},{"x":"1985","y":2.33},{"x":"1986","y":2.78},{"x":"1987","y":0.18},{"x":"1988","y":1.81},{"x":"1989","y":2.79},{"x":"1990","y":3.69},{"x":"1991","y":1.95},{"x":"1992","y":4.24},{"x":"1993","y":1.3},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":2.81},{"x":"1997","y":0.49},{"x":"1998","y":null},{"x":"1999","y":0.08},{"x":"2000","y":0.16},{"x":"2001","y":0.5700000000000001},{"x":"2002","y":0.08},{"x":"2003","y":null}]},{"name":"Idaho","data":[{"x":"1928","y":19.59},{"x":"1929","y":160.37},{"x":"1930","y":196.66},{"x":"1931","y":25.97},{"x":"1932","y":8.76},{"x":"1933","y":193.59},{"x":"1934","y":252.43},{"x":"1935","y":182.33},{"x":"1936","y":262.62},{"x":"1937","y":243.15},{"x":"1938","y":425.67},{"x":"1939","y":694.15},{"x":"1940","y":337.53},{"x":"1941","y":102.03},{"x":"1942","y":395.08},{"x":"1943","y":650.9},{"x":"1944","y":182.34},{"x":"1945","y":259.93},{"x":"1946","y":433.6},{"x":"1947","y":51.13},{"x":"1948","y":275.2},{"x":"1949","y":511.03},{"x":"1950","y":324.05},{"x":"1951","y":358.07},{"x":"1952","y":196.07},{"x":"1953","y":324.34},{"x":"1954","y":734.17},{"x":"1955","y":113.76},{"x":"1956","y":317.56},{"x":"1957","y":486.9},{"x":"1958","y":591.9400000000001},{"x":"1959","y":247.2},{"x":"1960","y":421.92},{"x":"1961","y":281.75},{"x":"1962","y":234.12},{"x":"1963","y":572.48},{"x":"1964","y":336.19},{"x":"1965","y":454.66},{"x":"1966","y":246.93},{"x":"1967","y":60.05},{"x":"1968","y":3},{"x":"1969","y":12.74},{"x":"1970","y":13.32},{"x":"1971","y":35.9},{"x":"1972","y":14.09},{"x":"1973","y":31.71},{"x":"1974","y":6.48},{"x":"1975","y":2.35},{"x":"1976","y":224.33},{"x":"1977","y":18.56},{"x":"1978","y":0.43},{"x":"1979","y":2.34},{"x":"1980","y":null},{"x":"1981","y":0.2},{"x":"1982","y":null},{"x":"1983","y":0.1},{"x":"1984","y":null},{"x":"1985","y":6.25},{"x":"1986","y":0.1},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":0.8},{"x":"1990","y":2.19},{"x":"1991","y":42.15},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":0.18},{"x":"1995","y":0.33},{"x":"1996","y":0.16},{"x":"1997","y":6.59},{"x":"1998","y":0.08},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":0.16},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Illinois","data":[{"x":"1928","y":98.23999999999999},{"x":"1929","y":506.18},{"x":"1930","y":216.07},{"x":"1931","y":516.97},{"x":"1932","y":208.31},{"x":"1933","y":155.65},{"x":"1934","y":574.84},{"x":"1935","y":746.8099999999999},{"x":"1936","y":15.43},{"x":"1937","y":146.95},{"x":"1938","y":1145.16},{"x":"1939","y":100.12},{"x":"1940","y":84.14},{"x":"1941","y":613.14},{"x":"1942","y":132.69},{"x":"1943","y":328.45},{"x":"1944","y":239.79},{"x":"1945","y":103.25},{"x":"1946","y":298.12},{"x":"1947","y":91.45},{"x":"1948","y":426.99},{"x":"1949","y":65.92},{"x":"1950","y":200.35},{"x":"1951","y":187.66},{"x":"1952","y":294.52},{"x":"1953","y":173.71},{"x":"1954","y":358.74},{"x":"1955","y":144.65},{"x":"1956","y":441.99},{"x":"1957","y":100.27},{"x":"1958","y":233.09},{"x":"1959","y":96.16},{"x":"1960","y":224.66},{"x":"1961","y":159},{"x":"1962","y":163.37},{"x":"1963","y":98.55},{"x":"1964","y":149.33},{"x":"1965","y":42.68},{"x":"1966","y":106.31},{"x":"1967","y":11.93},{"x":"1968","y":13.52},{"x":"1969","y":10.16},{"x":"1970","y":29.38},{"x":"1971","y":29.04},{"x":"1972","y":40.22},{"x":"1973","y":19.48},{"x":"1974","y":18.73},{"x":"1975","y":16.49},{"x":"1976","y":17.86},{"x":"1977","y":16.56},{"x":"1978","y":6.98},{"x":"1979","y":11.6},{"x":"1980","y":2.97},{"x":"1981","y":0.26},{"x":"1982","y":0.24},{"x":"1983","y":1.72},{"x":"1984","y":1.36},{"x":"1985","y":2.43},{"x":"1986","y":3.67},{"x":"1987","y":1.7},{"x":"1988","y":0.47},{"x":"1989","y":22.32},{"x":"1990","y":9.050000000000001},{"x":"1991","y":0.05},{"x":"1992","y":0.09},{"x":"1993","y":0.04},{"x":"1994","y":0.15},{"x":"1995","y":0.04},{"x":"1996","y":0.02},{"x":"1997","y":0.08},{"x":"1998","y":0.01},{"x":"1999","y":null},{"x":"2000","y":0.04},{"x":"2001","y":0.01},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Indiana","data":[{"x":"1928","y":263.67},{"x":"1929","y":322.1},{"x":"1930","y":120.73},{"x":"1931","y":541.21},{"x":"1932","y":88.78},{"x":"1933","y":108.02},{"x":"1934","y":631.03},{"x":"1935","y":299.12},{"x":"1936","y":21.15},{"x":"1937","y":210.12},{"x":"1938","y":523.1799999999999},{"x":"1939","y":59.79},{"x":"1940","y":16.65},{"x":"1941","y":381.63},{"x":"1942","y":94.98999999999999},{"x":"1943","y":263},{"x":"1944","y":149.11},{"x":"1945","y":33.51},{"x":"1946","y":293.05},{"x":"1947","y":60.93},{"x":"1948","y":366.54},{"x":"1949","y":100.14},{"x":"1950","y":169.41},{"x":"1951","y":102},{"x":"1952","y":179.11},{"x":"1953","y":162.58},{"x":"1954","y":517.12},{"x":"1955","y":86.36},{"x":"1956","y":368.17},{"x":"1957","y":180.31},{"x":"1958","y":396.55},{"x":"1959","y":99.64},{"x":"1960","y":223.08},{"x":"1961","y":124.69},{"x":"1962","y":161.79},{"x":"1963","y":122.36},{"x":"1964","y":458.81},{"x":"1965","y":48.06},{"x":"1966","y":116.34},{"x":"1967","y":13.46},{"x":"1968","y":15.55},{"x":"1969","y":10.51},{"x":"1970","y":5.5},{"x":"1971","y":58.23},{"x":"1972","y":23.8},{"x":"1973","y":13.27},{"x":"1974","y":4.86},{"x":"1975","y":9.67},{"x":"1976","y":79.97},{"x":"1977","y":71.15000000000001},{"x":"1978","y":3.95},{"x":"1979","y":3.67},{"x":"1980","y":2.01},{"x":"1981","y":0.34},{"x":"1982","y":0.06},{"x":"1983","y":6.78},{"x":"1984","y":0.04},{"x":"1985","y":0.06},{"x":"1986","y":0.7},{"x":"1987","y":null},{"x":"1988","y":1.04},{"x":"1989","y":2.02},{"x":"1990","y":4.49},{"x":"1991","y":0.09},{"x":"1992","y":0.22},{"x":"1993","y":0.02},{"x":"1994","y":0.02},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":null},{"x":"1998","y":0.03},{"x":"1999","y":0.02},{"x":"2000","y":null},{"x":"2001","y":0.03},{"x":"2002","y":0.02},{"x":"2003","y":null}]},{"name":"Iowa","data":[{"x":"1928","y":28.63},{"x":"1929","y":82.95},{"x":"1930","y":395.59},{"x":"1931","y":34.25},{"x":"1932","y":6.32},{"x":"1933","y":33.01},{"x":"1934","y":346.39},{"x":"1935","y":865.65},{"x":"1936","y":8},{"x":"1937","y":10.76},{"x":"1938","y":223.17},{"x":"1939","y":209.13},{"x":"1940","y":212.6},{"x":"1941","y":197.87},{"x":"1942","y":254.79},{"x":"1943","y":242.8},{"x":"1944","y":201.38},{"x":"1945","y":61.4},{"x":"1946","y":160.44},{"x":"1947","y":177.89},{"x":"1948","y":352.26},{"x":"1949","y":87.03},{"x":"1950","y":399.49},{"x":"1951","y":103.78},{"x":"1952","y":120.84},{"x":"1953","y":413.78},{"x":"1954","y":477.14},{"x":"1955","y":286.64},{"x":"1956","y":307.41},{"x":"1957","y":330.75},{"x":"1958","y":463.82},{"x":"1959","y":420.25},{"x":"1960","y":64},{"x":"1961","y":192.53},{"x":"1962","y":393.63},{"x":"1963","y":280.07},{"x":"1964","y":819.8199999999999},{"x":"1965","y":339.54},{"x":"1966","y":197.39},{"x":"1967","y":29.6},{"x":"1968","y":6.58},{"x":"1969","y":9.98},{"x":"1970","y":31.42},{"x":"1971","y":94.79000000000001},{"x":"1972","y":33.27},{"x":"1973","y":10.12},{"x":"1974","y":4.6},{"x":"1975","y":24.11},{"x":"1976","y":1.4},{"x":"1977","y":123.72},{"x":"1978","y":2.96},{"x":"1979","y":0.53},{"x":"1980","y":0.06},{"x":"1981","y":0.03},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":5.100000000000001},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":0.45},{"x":"1990","y":0.96},{"x":"1991","y":0.59},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":0.25},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.28},{"x":"1998","y":0.03},{"x":"1999","y":null},{"x":"2000","y":0.06},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Kansas","data":[{"x":"1928","y":136.92},{"x":"1929","y":555.4400000000001},{"x":"1930","y":666.71},{"x":"1931","y":93.47},{"x":"1932","y":326.64},{"x":"1933","y":335.08},{"x":"1934","y":538.84},{"x":"1935","y":1399.01},{"x":"1936","y":23.17},{"x":"1937","y":42.11},{"x":"1938","y":583.0599999999999},{"x":"1939","y":158.21},{"x":"1940","y":450.3},{"x":"1941","y":764.47},{"x":"1942","y":535.23},{"x":"1943","y":547.84},{"x":"1944","y":551.62},{"x":"1945","y":95.98},{"x":"1946","y":658.17},{"x":"1947","y":48.12},{"x":"1948","y":58.31},{"x":"1949","y":882.3100000000001},{"x":"1950","y":93.17},{"x":"1951","y":572.1899999999999},{"x":"1952","y":326.07},{"x":"1953","y":750.87},{"x":"1954","y":66.41},{"x":"1955","y":145.56},{"x":"1956","y":200.78},{"x":"1957","y":0.62},{"x":"1958","y":3.32},{"x":"1959","y":null},{"x":"1960","y":null},{"x":"1961","y":null},{"x":"1962","y":null},{"x":"1963","y":null},{"x":"1964","y":null},{"x":"1965","y":null},{"x":"1966","y":null},{"x":"1967","y":4.44},{"x":"1968","y":0.96},{"x":"1969","y":0.38},{"x":"1970","y":3.35},{"x":"1971","y":62.42},{"x":"1972","y":1.72},{"x":"1973","y":1.19},{"x":"1974","y":8.25},{"x":"1975","y":93.3},{"x":"1976","y":32.17},{"x":"1977","y":61.23},{"x":"1978","y":4.5},{"x":"1979","y":3.14},{"x":"1980","y":3.11},{"x":"1981","y":0.04},{"x":"1982","y":1.82},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":0.04},{"x":"1986","y":4.04},{"x":"1987","y":null},{"x":"1988","y":0.04},{"x":"1989","y":4.75},{"x":"1990","y":9.460000000000001},{"x":"1991","y":0.36},{"x":"1992","y":0.08},{"x":"1993","y":null},{"x":"1994","y":0.04},{"x":"1995","y":0.04},{"x":"1996","y":0.04},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.08},{"x":"2001","y":0.04},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Kentucky","data":[{"x":"1928","y":216.26},{"x":"1929","y":43.17},{"x":"1930","y":70.15000000000001},{"x":"1931","y":181.04},{"x":"1932","y":72.98999999999999},{"x":"1933","y":57.86},{"x":"1934","y":422.55},{"x":"1935","y":533.77},{"x":"1936","y":79.66},{"x":"1937","y":245.75},{"x":"1938","y":393.49},{"x":"1939","y":79.78},{"x":"1940","y":97.62},{"x":"1941","y":610.5},{"x":"1942","y":84.08},{"x":"1943","y":383.79},{"x":"1944","y":86.5},{"x":"1945","y":61.13},{"x":"1946","y":269.63},{"x":"1947","y":30.12},{"x":"1948","y":127.97},{"x":"1949","y":294.61},{"x":"1950","y":162.65},{"x":"1951","y":290.96},{"x":"1952","y":362.97},{"x":"1953","y":134.51},{"x":"1954","y":1026},{"x":"1955","y":76.09},{"x":"1956","y":610.29},{"x":"1957","y":557.76},{"x":"1958","y":619.64},{"x":"1959","y":221.65},{"x":"1960","y":352.98},{"x":"1961","y":368.68},{"x":"1962","y":202.29},{"x":"1963","y":284.88},{"x":"1964","y":481.84},{"x":"1965","y":121.06},{"x":"1966","y":154.21},{"x":"1967","y":46.83},{"x":"1968","y":4.37},{"x":"1969","y":2.21},{"x":"1970","y":32.39},{"x":"1971","y":111.46},{"x":"1972","y":14.43},{"x":"1973","y":12.38},{"x":"1974","y":5.52},{"x":"1975","y":4.55},{"x":"1976","y":21.88},{"x":"1977","y":33.04},{"x":"1978","y":3.35},{"x":"1979","y":1.63},{"x":"1980","y":1.75},{"x":"1981","y":0.03},{"x":"1982","y":0.06},{"x":"1983","y":null},{"x":"1984","y":0.03},{"x":"1985","y":0.05},{"x":"1986","y":0.08},{"x":"1987","y":null},{"x":"1988","y":0.95},{"x":"1989","y":1.17},{"x":"1990","y":1.14},{"x":"1991","y":0.6900000000000001},{"x":"1992","y":7.46},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":0.05},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Louisiana","data":[{"x":"1928","y":260.33},{"x":"1929","y":88.79000000000001},{"x":"1930","y":86.29000000000001},{"x":"1931","y":11.47},{"x":"1932","y":67.44},{"x":"1933","y":42.77},{"x":"1934","y":220.96},{"x":"1935","y":117.22},{"x":"1936","y":57.67},{"x":"1937","y":20.71},{"x":"1938","y":44.77},{"x":"1939","y":157.03},{"x":"1940","y":47.78},{"x":"1941","y":35.01},{"x":"1942","y":123.74},{"x":"1943","y":106.44},{"x":"1944","y":104},{"x":"1945","y":41.15},{"x":"1946","y":126.32},{"x":"1947","y":49.96},{"x":"1948","y":57.63},{"x":"1949","y":51.62},{"x":"1950","y":28.57},{"x":"1951","y":78.73},{"x":"1952","y":23.97},{"x":"1953","y":155.89},{"x":"1954","y":104.96},{"x":"1955","y":5.66},{"x":"1956","y":69.64},{"x":"1957","y":34.64},{"x":"1958","y":9.050000000000001},{"x":"1959","y":2.08},{"x":"1960","y":7.46},{"x":"1961","y":1.23},{"x":"1962","y":6.899999999999999},{"x":"1963","y":4.26},{"x":"1964","y":3.44},{"x":"1965","y":3.85},{"x":"1966","y":3.02},{"x":"1967","y":4.46},{"x":"1968","y":0.7899999999999999},{"x":"1969","y":3.46},{"x":"1970","y":8.34},{"x":"1971","y":42.19},{"x":"1972","y":3.26},{"x":"1973","y":2.37},{"x":"1974","y":0.38},{"x":"1975","y":0.09},{"x":"1976","y":7.76},{"x":"1977","y":2.2},{"x":"1978","y":21.25},{"x":"1979","y":6.2},{"x":"1980","y":0.43},{"x":"1981","y":0.1},{"x":"1982","y":0.34},{"x":"1983","y":0.09000000000000001},{"x":"1984","y":0.18},{"x":"1985","y":0.9500000000000001},{"x":"1986","y":0.08},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":2.79},{"x":"1990","y":null},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":0.02},{"x":"1994","y":0.02},{"x":"1995","y":0.42},{"x":"1996","y":null},{"x":"1997","y":null},{"x":"1998","y":0.02},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Maine","data":[{"x":"1928","y":401.96},{"x":"1929","y":719.17},{"x":"1930","y":198.88},{"x":"1931","y":434.35},{"x":"1932","y":1086.28},{"x":"1933","y":13.39},{"x":"1934","y":78.02},{"x":"1935","y":857.76},{"x":"1936","y":891.89},{"x":"1937","y":134.35},{"x":"1938","y":509.67},{"x":"1939","y":271.09},{"x":"1940","y":837.74},{"x":"1941","y":557.7},{"x":"1942","y":540.61},{"x":"1943","y":297.99},{"x":"1944","y":611.0700000000001},{"x":"1945","y":61.29},{"x":"1946","y":578},{"x":"1947","y":504.58},{"x":"1948","y":335.01},{"x":"1949","y":1108.87},{"x":"1950","y":106.15},{"x":"1951","y":193.05},{"x":"1952","y":987.72},{"x":"1953","y":181.55},{"x":"1954","y":626.75},{"x":"1955","y":710.48},{"x":"1956","y":115.39},{"x":"1957","y":478.88},{"x":"1958","y":462.59},{"x":"1959","y":270.41},{"x":"1960","y":413.05},{"x":"1961","y":279.08},{"x":"1962","y":718.01},{"x":"1963","y":48.49},{"x":"1964","y":373.91},{"x":"1965","y":295.75},{"x":"1966","y":29.7},{"x":"1967","y":24.63},{"x":"1968","y":3.51},{"x":"1969","y":0.8},{"x":"1970","y":41.48},{"x":"1971","y":120.27},{"x":"1972","y":20.98},{"x":"1973","y":5.32},{"x":"1974","y":3.44},{"x":"1975","y":1.44},{"x":"1976","y":0.9},{"x":"1977","y":15.91},{"x":"1978","y":117.78},{"x":"1979","y":1.89},{"x":"1980","y":4.22},{"x":"1981","y":0.45},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":1.26},{"x":"1987","y":0.25},{"x":"1988","y":0.66},{"x":"1989","y":null},{"x":"1990","y":0.32},{"x":"1991","y":0.5600000000000001},{"x":"1992","y":0.24},{"x":"1993","y":0.16},{"x":"1994","y":0.24},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.32},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Maryland","data":[{"x":"1928","y":1089.39},{"x":"1929","y":126.04},{"x":"1930","y":73.89},{"x":"1931","y":1264.85},{"x":"1932","y":65.17},{"x":"1933","y":41.18},{"x":"1934","y":1575.91},{"x":"1935","y":133.17},{"x":"1936","y":405.28},{"x":"1937","y":698.17},{"x":"1938","y":159.06},{"x":"1939","y":852.92},{"x":"1940","y":233.84},{"x":"1941","y":384.33},{"x":"1942","y":535.1899999999999},{"x":"1943","y":196.78},{"x":"1944","y":613.78},{"x":"1945","y":87.40000000000001},{"x":"1946","y":488.43},{"x":"1947","y":50.88},{"x":"1948","y":435.37},{"x":"1949","y":740.27},{"x":"1950","y":61.72},{"x":"1951","y":269.07},{"x":"1952","y":348.04},{"x":"1953","y":79.45999999999999},{"x":"1954","y":433.86},{"x":"1955","y":83.51000000000001},{"x":"1956","y":310.79},{"x":"1957","y":79.67999999999999},{"x":"1958","y":210.83},{"x":"1959","y":76.08},{"x":"1960","y":104.48},{"x":"1961","y":130.28},{"x":"1962","y":96.62},{"x":"1963","y":60.08},{"x":"1964","y":89.51000000000001},{"x":"1965","y":35.52},{"x":"1966","y":57.77},{"x":"1967","y":4.86},{"x":"1968","y":2.75},{"x":"1969","y":2.6},{"x":"1970","y":34.61},{"x":"1971","y":13.6},{"x":"1972","y":0.27},{"x":"1973","y":0.32},{"x":"1974","y":0.57},{"x":"1975","y":1.54},{"x":"1976","y":19.9},{"x":"1977","y":8.48},{"x":"1978","y":1.23},{"x":"1979","y":0.38},{"x":"1980","y":1.98},{"x":"1981","y":0.11},{"x":"1982","y":0.1},{"x":"1983","y":0.17},{"x":"1984","y":0.3},{"x":"1985","y":2.53},{"x":"1986","y":0.76},{"x":"1987","y":0.22},{"x":"1988","y":0.3},{"x":"1989","y":2.48},{"x":"1990","y":4.24},{"x":"1991","y":3.66},{"x":"1992","y":0.22},{"x":"1993","y":0.02},{"x":"1994","y":0.1},{"x":"1995","y":null},{"x":"1996","y":0.08},{"x":"1997","y":0.5},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":0.06},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Massachusetts","data":[{"x":"1928","y":981.0599999999999},{"x":"1929","y":351.42},{"x":"1930","y":630.29},{"x":"1931","y":386.78},{"x":"1932","y":463.19},{"x":"1933","y":351.86},{"x":"1934","y":1039.49},{"x":"1935","y":286.73},{"x":"1936","y":613.8100000000001},{"x":"1937","y":478.32},{"x":"1938","y":229.97},{"x":"1939","y":546.1899999999999},{"x":"1940","y":498.72},{"x":"1941","y":474.01},{"x":"1942","y":564.89},{"x":"1943","y":752.17},{"x":"1944","y":433.38},{"x":"1945","y":186.66},{"x":"1946","y":798.36},{"x":"1947","y":252.7},{"x":"1948","y":675},{"x":"1949","y":556.88},{"x":"1950","y":264.72},{"x":"1951","y":311.54},{"x":"1952","y":940.0700000000001},{"x":"1953","y":68.28},{"x":"1954","y":475.05},{"x":"1955","y":957.5},{"x":"1956","y":72},{"x":"1957","y":222.05},{"x":"1958","y":714.96},{"x":"1959","y":123.22},{"x":"1960","y":420.58},{"x":"1961","y":416.44},{"x":"1962","y":511.33},{"x":"1963","y":84.09999999999999},{"x":"1964","y":135.92},{"x":"1965","y":354.49},{"x":"1966","y":15.02},{"x":"1967","y":7.47},{"x":"1968","y":9.84},{"x":"1969","y":6.59},{"x":"1970","y":15.75},{"x":"1971","y":8.07},{"x":"1972","y":21.96},{"x":"1973","y":69.12},{"x":"1974","y":7.08},{"x":"1975","y":2.69},{"x":"1976","y":0.74},{"x":"1977","y":12.3},{"x":"1978","y":5.45},{"x":"1979","y":0.49},{"x":"1980","y":0.98},{"x":"1981","y":1.05},{"x":"1982","y":0.1},{"x":"1983","y":0.15},{"x":"1984","y":1.46},{"x":"1985","y":1.37},{"x":"1986","y":0.63},{"x":"1987","y":1.09},{"x":"1988","y":0.09},{"x":"1989","y":1.79},{"x":"1990","y":0.54},{"x":"1991","y":0.72},{"x":"1992","y":0.35},{"x":"1993","y":0.31},{"x":"1994","y":0.12},{"x":"1995","y":0.08},{"x":"1996","y":0.2},{"x":"1997","y":0.88},{"x":"1998","y":0.02},{"x":"1999","y":0.04},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Michigan","data":[{"x":"1928","y":547.55},{"x":"1929","y":376.46},{"x":"1930","y":583.62},{"x":"1931","y":133.48},{"x":"1932","y":881.09},{"x":"1933","y":462.14},{"x":"1934","y":132.48},{"x":"1935","y":1600.88},{"x":"1936","y":47.72},{"x":"1937","y":115.59},{"x":"1938","y":1505.5},{"x":"1939","y":328.17},{"x":"1940","y":299.7},{"x":"1941","y":1119.5},{"x":"1942","y":168.35},{"x":"1943","y":765.1799999999999},{"x":"1944","y":466.94},{"x":"1945","y":121.24},{"x":"1946","y":627.9300000000001},{"x":"1947","y":148.06},{"x":"1948","y":561.0700000000001},{"x":"1949","y":312.1},{"x":"1950","y":575.29},{"x":"1951","y":221.85},{"x":"1952","y":407.49},{"x":"1953","y":322.98},{"x":"1954","y":568.61},{"x":"1955","y":309.13},{"x":"1956","y":540.14},{"x":"1957","y":234.85},{"x":"1958","y":530.38},{"x":"1959","y":147.69},{"x":"1960","y":451.59},{"x":"1961","y":349.41},{"x":"1962","y":318.95},{"x":"1963","y":516.65},{"x":"1964","y":354.48},{"x":"1965","y":336.98},{"x":"1966","y":176.04},{"x":"1967","y":13.3},{"x":"1968","y":4.03},{"x":"1969","y":4.46},{"x":"1970","y":20.28},{"x":"1971","y":28.89},{"x":"1972","y":25.72},{"x":"1973","y":46.65},{"x":"1974","y":25.06},{"x":"1975","y":35.27},{"x":"1976","y":65.64},{"x":"1977","y":13.5},{"x":"1978","y":82.22},{"x":"1979","y":9.43},{"x":"1980","y":3.02},{"x":"1981","y":0.35},{"x":"1982","y":0.6},{"x":"1983","y":0.03},{"x":"1984","y":3.3},{"x":"1985","y":0.75},{"x":"1986","y":1.16},{"x":"1987","y":0.3},{"x":"1988","y":0.32},{"x":"1989","y":4.23},{"x":"1990","y":4.04},{"x":"1991","y":0.36},{"x":"1992","y":0.14},{"x":"1993","y":0.07000000000000001},{"x":"1994","y":0.15},{"x":"1995","y":0.04},{"x":"1996","y":0.02},{"x":"1997","y":0.08},{"x":"1998","y":0.09},{"x":"1999","y":null},{"x":"2000","y":0.02},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Minnesota","data":[{"x":"1928","y":79.13},{"x":"1929","y":492.36},{"x":"1930","y":218.99},{"x":"1931","y":123.53},{"x":"1932","y":95.11},{"x":"1933","y":752.33},{"x":"1934","y":313.6},{"x":"1935","y":1062},{"x":"1936","y":283.03},{"x":"1937","y":25.12},{"x":"1938","y":256.2},{"x":"1939","y":655.6800000000001},{"x":"1940","y":300.31},{"x":"1941","y":35.34},{"x":"1942","y":567.73},{"x":"1943","y":398.01},{"x":"1944","y":770.53},{"x":"1945","y":62.96},{"x":"1946","y":44.79},{"x":"1947","y":319.35},{"x":"1948","y":286.3},{"x":"1949","y":114.47},{"x":"1950","y":125.16},{"x":"1951","y":93.36},{"x":"1952","y":96.98},{"x":"1953","y":136.22},{"x":"1954","y":92.93000000000001},{"x":"1955","y":225.27},{"x":"1956","y":40.74},{"x":"1957","y":229.33},{"x":"1958","y":37.83},{"x":"1959","y":80.06},{"x":"1960","y":126.3},{"x":"1961","y":20.6},{"x":"1962","y":47.43},{"x":"1963","y":76.78},{"x":"1964","y":9.73},{"x":"1965","y":26.46},{"x":"1966","y":46.56},{"x":"1967","y":3.76},{"x":"1968","y":0.52},{"x":"1969","y":0.75},{"x":"1970","y":1.29},{"x":"1971","y":2.06},{"x":"1972","y":0.73},{"x":"1973","y":0.65},{"x":"1974","y":2.21},{"x":"1975","y":5.83},{"x":"1976","y":10.83},{"x":"1977","y":68.06},{"x":"1978","y":2.09},{"x":"1979","y":29.85},{"x":"1980","y":26.87},{"x":"1981","y":0.17},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":1.08},{"x":"1985","y":null},{"x":"1986","y":0.8400000000000001},{"x":"1987","y":0.65},{"x":"1988","y":0.48},{"x":"1989","y":0.16},{"x":"1990","y":9.210000000000001},{"x":"1991","y":0.63},{"x":"1992","y":0.2},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":0.37},{"x":"1997","y":0.35},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.02},{"x":"2001","y":0.04},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Mississippi","data":[{"x":"1928","y":null},{"x":"1929","y":null},{"x":"1930","y":null},{"x":"1931","y":null},{"x":"1932","y":null},{"x":"1933","y":null},{"x":"1934","y":null},{"x":"1935","y":null},{"x":"1936","y":null},{"x":"1937","y":null},{"x":"1938","y":null},{"x":"1939","y":null},{"x":"1940","y":null},{"x":"1941","y":null},{"x":"1942","y":null},{"x":"1943","y":null},{"x":"1944","y":null},{"x":"1945","y":null},{"x":"1946","y":null},{"x":"1947","y":14.96},{"x":"1948","y":58.26},{"x":"1949","y":106.74},{"x":"1950","y":99.48999999999999},{"x":"1951","y":91.25},{"x":"1952","y":64.62},{"x":"1953","y":115.46},{"x":"1954","y":145.94},{"x":"1955","y":72.75},{"x":"1956","y":107.81},{"x":"1957","y":61.45},{"x":"1958","y":67.5},{"x":"1959","y":66.42999999999999},{"x":"1960","y":76.34999999999999},{"x":"1961","y":68.90000000000001},{"x":"1962","y":119.04},{"x":"1963","y":29.85},{"x":"1964","y":261.46},{"x":"1965","y":51.15},{"x":"1966","y":56.99},{"x":"1967","y":30.34},{"x":"1968","y":10.91},{"x":"1969","y":1.1},{"x":"1970","y":6.07},{"x":"1971","y":66.8},{"x":"1972","y":9.050000000000001},{"x":"1973","y":2.71},{"x":"1974","y":0.61},{"x":"1975","y":1.47},{"x":"1976","y":0.73},{"x":"1977","y":2.08},{"x":"1978","y":31.21},{"x":"1979","y":1.08},{"x":"1980","y":3.91},{"x":"1981","y":null},{"x":"1982","y":0.16},{"x":"1983","y":0.08},{"x":"1984","y":null},{"x":"1985","y":0.04},{"x":"1986","y":0.4},{"x":"1987","y":0.16},{"x":"1988","y":1.27},{"x":"1989","y":0.04},{"x":"1990","y":0.5},{"x":"1991","y":null},{"x":"1992","y":0.04},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.14},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Missouri","data":[{"x":"1928","y":198.63},{"x":"1929","y":183.46},{"x":"1930","y":149.81},{"x":"1931","y":369.77},{"x":"1932","y":43.16},{"x":"1933","y":152.96},{"x":"1934","y":539.48},{"x":"1935","y":345.19},{"x":"1936","y":17.37},{"x":"1937","y":186.45},{"x":"1938","y":525.47},{"x":"1939","y":76.61},{"x":"1940","y":15.55},{"x":"1941","y":175.17},{"x":"1942","y":178.71},{"x":"1943","y":196.08},{"x":"1944","y":155.96},{"x":"1945","y":30.22},{"x":"1946","y":166.93},{"x":"1947","y":33.55},{"x":"1948","y":150.17},{"x":"1949","y":203.8},{"x":"1950","y":58.02},{"x":"1951","y":188.53},{"x":"1952","y":60.99},{"x":"1953","y":218.84},{"x":"1954","y":37.88},{"x":"1955","y":96.52},{"x":"1956","y":124.88},{"x":"1957","y":102.2},{"x":"1958","y":82.41},{"x":"1959","y":84.71000000000001},{"x":"1960","y":17.35},{"x":"1961","y":102.09},{"x":"1962","y":31.73},{"x":"1963","y":64.05},{"x":"1964","y":24.26},{"x":"1965","y":60.2},{"x":"1966","y":12.54},{"x":"1967","y":7.47},{"x":"1968","y":0.6900000000000001},{"x":"1969","y":1.57},{"x":"1970","y":16.45},{"x":"1971","y":42.81},{"x":"1972","y":3.7},{"x":"1973","y":1.15},{"x":"1974","y":5.49},{"x":"1975","y":5.41},{"x":"1976","y":4.8},{"x":"1977","y":18.57},{"x":"1978","y":3.53},{"x":"1979","y":9.720000000000001},{"x":"1980","y":1},{"x":"1981","y":0.02},{"x":"1982","y":0.04},{"x":"1983","y":0.04},{"x":"1984","y":0.12},{"x":"1985","y":0.02},{"x":"1986","y":0.62},{"x":"1987","y":3.76},{"x":"1988","y":0.41},{"x":"1989","y":9.970000000000001},{"x":"1990","y":1.04},{"x":"1991","y":null},{"x":"1992","y":0.02},{"x":"1993","y":null},{"x":"1994","y":0.8099999999999999},{"x":"1995","y":null},{"x":"1996","y":0.04},{"x":"1997","y":0.06},{"x":"1998","y":null},{"x":"1999","y":0.02},{"x":"2000","y":null},{"x":"2001","y":0.02},{"x":"2002","y":0.02},{"x":"2003","y":null}]},{"name":"Montana","data":[{"x":"1928","y":139.86},{"x":"1929","y":817.76},{"x":"1930","y":117.52},{"x":"1931","y":284.85},{"x":"1932","y":1007.97},{"x":"1933","y":419.57},{"x":"1934","y":355.92},{"x":"1935","y":1422.57},{"x":"1936","y":81.56999999999999},{"x":"1937","y":111.71},{"x":"1938","y":1119.76},{"x":"1939","y":1973.32},{"x":"1940","y":476.48},{"x":"1941","y":161.21},{"x":"1942","y":588.48},{"x":"1943","y":1122.06},{"x":"1944","y":720.79},{"x":"1945","y":175.29},{"x":"1946","y":422.65},{"x":"1947","y":843.36},{"x":"1948","y":341.6},{"x":"1949","y":676.12},{"x":"1950","y":300.15},{"x":"1951","y":416.62},{"x":"1952","y":643.92},{"x":"1953","y":505.27},{"x":"1954","y":749.98},{"x":"1955","y":449.82},{"x":"1956","y":1016.61},{"x":"1957","y":528.64},{"x":"1958","y":1065.44},{"x":"1959","y":625.59},{"x":"1960","y":313.99},{"x":"1961","y":326.15},{"x":"1962","y":1181.36},{"x":"1963","y":482.41},{"x":"1964","y":579.59},{"x":"1965","y":556.37},{"x":"1966","y":272.69},{"x":"1967","y":48.96},{"x":"1968","y":9.69},{"x":"1969","y":17.13},{"x":"1970","y":16.01},{"x":"1971","y":112.98},{"x":"1972","y":2.35},{"x":"1973","y":48.63},{"x":"1974","y":46.2},{"x":"1975","y":6.98},{"x":"1976","y":65.89},{"x":"1977","y":119.65},{"x":"1978","y":13.86},{"x":"1979","y":7.87},{"x":"1980","y":0.26},{"x":"1981","y":null},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":20.52},{"x":"1986","y":0.24},{"x":"1987","y":17.11},{"x":"1988","y":9.66},{"x":"1989","y":1.63},{"x":"1990","y":null},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Nebraska","data":[{"x":"1928","y":78.95},{"x":"1929","y":303.03},{"x":"1930","y":745.3199999999999},{"x":"1931","y":24.91},{"x":"1932","y":31.61},{"x":"1933","y":117.35},{"x":"1934","y":331.03},{"x":"1935","y":639.7},{"x":"1936","y":86.34},{"x":"1937","y":34.46},{"x":"1938","y":209.06},{"x":"1939","y":276.01},{"x":"1940","y":129.04},{"x":"1941","y":34.6},{"x":"1942","y":428.55},{"x":"1943","y":401.02},{"x":"1944","y":186.13},{"x":"1945","y":71.56999999999999},{"x":"1946","y":395.65},{"x":"1947","y":37.4},{"x":"1948","y":263.28},{"x":"1949","y":207.99},{"x":"1950","y":275.32},{"x":"1951","y":41.75},{"x":"1952","y":214.03},{"x":"1953","y":183.75},{"x":"1954","y":191.6},{"x":"1955","y":12.07},{"x":"1956","y":178.58},{"x":"1957","y":16.79},{"x":"1958","y":108.79},{"x":"1959","y":29.32},{"x":"1960","y":14.81},{"x":"1961","y":44.19},{"x":"1962","y":8.130000000000001},{"x":"1963","y":15.86},{"x":"1964","y":54.63},{"x":"1965","y":31.99},{"x":"1966","y":11.64},{"x":"1967","y":36.53},{"x":"1968","y":4.590000000000001},{"x":"1969","y":44.87},{"x":"1970","y":52.32},{"x":"1971","y":4.88},{"x":"1972","y":1.61},{"x":"1973","y":0.37},{"x":"1974","y":6.08},{"x":"1975","y":25.54},{"x":"1976","y":3.52},{"x":"1977","y":13.69},{"x":"1978","y":0.51},{"x":"1979","y":4.26},{"x":"1980","y":4.93},{"x":"1981","y":0.25},{"x":"1982","y":0.19},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":null},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":6.65},{"x":"1990","y":5},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.06},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Nevada","data":[{"x":"1928","y":null},{"x":"1929","y":null},{"x":"1930","y":null},{"x":"1931","y":null},{"x":"1932","y":null},{"x":"1933","y":null},{"x":"1934","y":null},{"x":"1935","y":null},{"x":"1936","y":null},{"x":"1937","y":null},{"x":"1938","y":null},{"x":"1939","y":null},{"x":"1940","y":null},{"x":"1941","y":275.84},{"x":"1942","y":811.6900000000001},{"x":"1943","y":397.32},{"x":"1944","y":244.43},{"x":"1945","y":71.8},{"x":"1946","y":125.9},{"x":"1947","y":18.45},{"x":"1948","y":38.12},{"x":"1949","y":60.53},{"x":"1950","y":67.90000000000001},{"x":"1951","y":171.48},{"x":"1952","y":285.31},{"x":"1953","y":102.3},{"x":"1954","y":182.19},{"x":"1955","y":165.37},{"x":"1956","y":55.2},{"x":"1957","y":592.3099999999999},{"x":"1958","y":73.59999999999999},{"x":"1959","y":220.09},{"x":"1960","y":262.89},{"x":"1961","y":197.74},{"x":"1962","y":191.47},{"x":"1963","y":67.73999999999999},{"x":"1964","y":233.77},{"x":"1965","y":50.71},{"x":"1966","y":14.34},{"x":"1967","y":59.9},{"x":"1968","y":1.74},{"x":"1969","y":0.21},{"x":"1970","y":4.03},{"x":"1971","y":1.28},{"x":"1972","y":0.18},{"x":"1973","y":0.17},{"x":"1974","y":26.76},{"x":"1975","y":4.3},{"x":"1976","y":12.4},{"x":"1977","y":10.87},{"x":"1978","y":2.6},{"x":"1979","y":2.61},{"x":"1980","y":1.43},{"x":"1981","y":1.58},{"x":"1982","y":null},{"x":"1983","y":0.22},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":0.3},{"x":"1987","y":0.19},{"x":"1988","y":null},{"x":"1989","y":0.99},{"x":"1990","y":17.71},{"x":"1991","y":1.47},{"x":"1992","y":0.07000000000000001},{"x":"1993","y":0.07000000000000001},{"x":"1994","y":null},{"x":"1995","y":0.06},{"x":"1996","y":0.24},{"x":"1997","y":0.06},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.35},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"New Hampshire","data":[{"x":"1928","y":272.15},{"x":"1929","y":344.53},{"x":"1930","y":126.38},{"x":"1931","y":299.15},{"x":"1932","y":151.26},{"x":"1933","y":218.48},{"x":"1934","y":846.7},{"x":"1935","y":55.13},{"x":"1936","y":185.39},{"x":"1937","y":393.13},{"x":"1938","y":341.34},{"x":"1939","y":133.99},{"x":"1940","y":147.66},{"x":"1941","y":201.98},{"x":"1942","y":167.14},{"x":"1943","y":211.18},{"x":"1944","y":126.01},{"x":"1945","y":33.9},{"x":"1946","y":226.71},{"x":"1947","y":61.04},{"x":"1948","y":77.53999999999999},{"x":"1949","y":230.6},{"x":"1950","y":34.4},{"x":"1951","y":196.44},{"x":"1952","y":447.27},{"x":"1953","y":50.71},{"x":"1954","y":168.21},{"x":"1955","y":831.4400000000001},{"x":"1956","y":35.34},{"x":"1957","y":69.01000000000001},{"x":"1958","y":368.01},{"x":"1959","y":76.52},{"x":"1960","y":186.36},{"x":"1961","y":234.64},{"x":"1962","y":163.62},{"x":"1963","y":6.44},{"x":"1964","y":134.65},{"x":"1965","y":55.03},{"x":"1966","y":11.59},{"x":"1967","y":3.86},{"x":"1968","y":21.01},{"x":"1969","y":27.1},{"x":"1970","y":8.4},{"x":"1971","y":26.65},{"x":"1972","y":98.96000000000001},{"x":"1973","y":90.34},{"x":"1974","y":20.26},{"x":"1975","y":2.39},{"x":"1976","y":1.13},{"x":"1977","y":29.05},{"x":"1978","y":7.15},{"x":"1979","y":3.18},{"x":"1980","y":26.69},{"x":"1981","y":0.98},{"x":"1982","y":0.5},{"x":"1983","y":null},{"x":"1984","y":3.3},{"x":"1985","y":null},{"x":"1986","y":2.62},{"x":"1987","y":16.24},{"x":"1988","y":10.23},{"x":"1989","y":1.44},{"x":"1990","y":null},{"x":"1991","y":null},{"x":"1992","y":1.44},{"x":"1993","y":0.18},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":1.93},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.24},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"New Jersey","data":[{"x":"1928","y":797.14},{"x":"1929","y":181.86},{"x":"1930","y":602.87},{"x":"1931","y":494.19},{"x":"1932","y":373.96},{"x":"1933","y":726.9400000000001},{"x":"1934","y":359.92},{"x":"1935","y":792.91},{"x":"1936","y":215.06},{"x":"1937","y":1108.94},{"x":"1938","y":716.98},{"x":"1939","y":104.83},{"x":"1940","y":301.99},{"x":"1941","y":1044.54},{"x":"1942","y":322.1},{"x":"1943","y":927.14},{"x":"1944","y":658.66},{"x":"1945","y":78.87},{"x":"1946","y":1151.75},{"x":"1947","y":250.71},{"x":"1948","y":715.45},{"x":"1949","y":705.08},{"x":"1950","y":601.6799999999999},{"x":"1951","y":395.01},{"x":"1952","y":1282.7},{"x":"1953","y":81.21000000000001},{"x":"1954","y":445.79},{"x":"1955","y":937.1},{"x":"1956","y":340.37},{"x":"1957","y":458.1},{"x":"1958","y":429.08},{"x":"1959","y":502.21},{"x":"1960","y":175.27},{"x":"1961","y":293.59},{"x":"1962","y":510.19},{"x":"1963","y":160.62},{"x":"1964","y":176.38},{"x":"1965","y":61.18},{"x":"1966","y":29.39},{"x":"1967","y":8.800000000000001},{"x":"1968","y":9.74},{"x":"1969","y":13.46},{"x":"1970","y":23.46},{"x":"1971","y":17.39},{"x":"1972","y":5.64},{"x":"1973","y":10.1},{"x":"1974","y":75.03},{"x":"1975","y":6.48},{"x":"1976","y":8.56},{"x":"1977","y":2.67},{"x":"1978","y":1.01},{"x":"1979","y":0.66},{"x":"1980","y":8.92},{"x":"1981","y":0.77},{"x":"1982","y":0.08},{"x":"1983","y":0.36},{"x":"1984","y":0.07000000000000001},{"x":"1985","y":0.31},{"x":"1986","y":11.6},{"x":"1987","y":0.5},{"x":"1988","y":4.25},{"x":"1989","y":5.28},{"x":"1990","y":2.47},{"x":"1991","y":13.05},{"x":"1992","y":0.4},{"x":"1993","y":0.06},{"x":"1994","y":1.68},{"x":"1995","y":0.04},{"x":"1996","y":null},{"x":"1997","y":0.02},{"x":"1998","y":0.08},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":0.01},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"New Mexico","data":[{"x":"1928","y":663.41},{"x":"1929","y":54.78},{"x":"1930","y":529.23},{"x":"1931","y":324.57},{"x":"1932","y":271.9},{"x":"1933","y":148.8},{"x":"1934","y":731.9},{"x":"1935","y":147.97},{"x":"1936","y":234.94},{"x":"1937","y":487.27},{"x":"1938","y":628.89},{"x":"1939","y":316.1},{"x":"1940","y":216.63},{"x":"1941","y":778.1},{"x":"1942","y":315.64},{"x":"1943","y":105.71},{"x":"1944","y":303.73},{"x":"1945","y":67.90000000000001},{"x":"1946","y":215.41},{"x":"1947","y":226.78},{"x":"1948","y":174.64},{"x":"1949","y":671.4400000000001},{"x":"1950","y":136.02},{"x":"1951","y":297.51},{"x":"1952","y":210.63},{"x":"1953","y":662.89},{"x":"1954","y":355.99},{"x":"1955","y":621.75},{"x":"1956","y":495.32},{"x":"1957","y":747.33},{"x":"1958","y":912.17},{"x":"1959","y":484.03},{"x":"1960","y":6.81},{"x":"1961","y":2.07},{"x":"1962","y":null},{"x":"1963","y":null},{"x":"1964","y":111.15},{"x":"1965","y":68.59},{"x":"1966","y":126.32},{"x":"1967","y":61.2},{"x":"1968","y":17.64},{"x":"1969","y":28.3},{"x":"1970","y":28.59},{"x":"1971","y":37.27},{"x":"1972","y":12.07},{"x":"1973","y":14.03},{"x":"1974","y":5.35},{"x":"1975","y":9.07},{"x":"1976","y":1.3},{"x":"1977","y":1.92},{"x":"1978","y":null},{"x":"1979","y":3.15},{"x":"1980","y":0.99},{"x":"1981","y":1.1},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":5.09},{"x":"1985","y":0.28},{"x":"1986","y":2.6},{"x":"1987","y":10.55},{"x":"1988","y":null},{"x":"1989","y":1.4},{"x":"1990","y":6.66},{"x":"1991","y":4.92},{"x":"1992","y":0.06},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":1.82},{"x":"1996","y":0.96},{"x":"1997","y":0.4},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"New York","data":[{"x":"1928","y":649.97},{"x":"1929","y":249.09},{"x":"1930","y":315.39},{"x":"1931","y":423.22},{"x":"1932","y":465.06},{"x":"1933","y":549},{"x":"1934","y":258.13},{"x":"1935","y":516.4299999999999},{"x":"1936","y":477.48},{"x":"1937","y":202.81},{"x":"1938","y":518.84},{"x":"1939","y":331.36},{"x":"1940","y":212.23},{"x":"1941","y":789.51},{"x":"1942","y":191.24},{"x":"1943","y":478.18},{"x":"1944","y":334.85},{"x":"1945","y":52.41},{"x":"1946","y":600.8200000000001},{"x":"1947","y":108},{"x":"1948","y":330.91},{"x":"1949","y":353.09},{"x":"1950","y":201.33},{"x":"1951","y":240.63},{"x":"1952","y":500.59},{"x":"1953","y":74.14},{"x":"1954","y":548.37},{"x":"1955","y":241.44},{"x":"1956","y":308.53},{"x":"1957","y":233.63},{"x":"1958","y":364.15},{"x":"1959","y":140.21},{"x":"1960","y":277.27},{"x":"1961","y":207.29},{"x":"1962","y":273},{"x":"1963","y":107.71},{"x":"1964","y":156.92},{"x":"1965","y":52.37},{"x":"1966","y":61.06},{"x":"1967","y":6.68},{"x":"1968","y":21.07},{"x":"1969","y":30.48},{"x":"1970","y":8.57},{"x":"1971","y":23.92},{"x":"1972","y":3.61},{"x":"1973","y":9.790000000000001},{"x":"1974","y":7.83},{"x":"1975","y":6.83},{"x":"1976","y":17.38},{"x":"1977","y":26.19},{"x":"1978","y":10.44},{"x":"1979","y":8.94},{"x":"1980","y":11.01},{"x":"1981","y":1.97},{"x":"1982","y":1.09},{"x":"1983","y":0.21},{"x":"1984","y":0.84},{"x":"1985","y":0.92},{"x":"1986","y":5.31},{"x":"1987","y":2.47},{"x":"1988","y":0.54},{"x":"1989","y":1.63},{"x":"1990","y":4.48},{"x":"1991","y":7.8},{"x":"1992","y":0.62},{"x":"1993","y":null},{"x":"1994","y":0.34},{"x":"1995","y":0.02},{"x":"1996","y":null},{"x":"1997","y":0.14},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.02},{"x":"2001","y":null},{"x":"2002","y":0.01},{"x":"2003","y":null}]},{"name":"North Carolina","data":[{"x":"1928","y":1823.69},{"x":"1929","y":38.49},{"x":"1930","y":41.17},{"x":"1931","y":480.48},{"x":"1932","y":423.04},{"x":"1933","y":495.59},{"x":"1934","y":1685.34},{"x":"1935","y":323.87},{"x":"1936","y":40.3},{"x":"1937","y":226.07},{"x":"1938","y":1383.37},{"x":"1939","y":664.5},{"x":"1940","y":210.27},{"x":"1941","y":658.4},{"x":"1942","y":564.86},{"x":"1943","y":165.96},{"x":"1944","y":671.48},{"x":"1945","y":72.5},{"x":"1946","y":225.16},{"x":"1947","y":127.63},{"x":"1948","y":26.97},{"x":"1949","y":442.46},{"x":"1950","y":118.87},{"x":"1951","y":81.37},{"x":"1952","y":93.5},{"x":"1953","y":115.47},{"x":"1954","y":229.32},{"x":"1955","y":29.68},{"x":"1956","y":178.8},{"x":"1957","y":43.64},{"x":"1958","y":93.73},{"x":"1959","y":73.12},{"x":"1960","y":27.06},{"x":"1961","y":110.7},{"x":"1962","y":19.27},{"x":"1963","y":30.53},{"x":"1964","y":26.32},{"x":"1965","y":8.59},{"x":"1966","y":15.88},{"x":"1967","y":19.03},{"x":"1968","y":6.48},{"x":"1969","y":7.46},{"x":"1970","y":19.47},{"x":"1971","y":35.89},{"x":"1972","y":0.71},{"x":"1973","y":0.12},{"x":"1974","y":0.12},{"x":"1975","y":0.06},{"x":"1976","y":0.35},{"x":"1977","y":0.93},{"x":"1978","y":2.15},{"x":"1979","y":1.97},{"x":"1980","y":2.21},{"x":"1981","y":0.1},{"x":"1982","y":0.04},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":0.14},{"x":"1986","y":0.07000000000000001},{"x":"1987","y":0.23},{"x":"1988","y":0.03},{"x":"1989","y":2.99},{"x":"1990","y":0.71},{"x":"1991","y":0.64},{"x":"1992","y":0.36},{"x":"1993","y":null},{"x":"1994","y":0.04},{"x":"1995","y":null},{"x":"1996","y":0.05},{"x":"1997","y":0.02},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"North Dakota","data":[{"x":"1928","y":55.73},{"x":"1929","y":339.19},{"x":"1930","y":117},{"x":"1931","y":142.06},{"x":"1932","y":318.07},{"x":"1933","y":373.64},{"x":"1934","y":657.63},{"x":"1935","y":290.45},{"x":"1936","y":16.52},{"x":"1937","y":8.4},{"x":"1938","y":863.45},{"x":"1939","y":843.21},{"x":"1940","y":149.05},{"x":"1941","y":223.2},{"x":"1942","y":274.08},{"x":"1943","y":798.53},{"x":"1944","y":644.36},{"x":"1945","y":64.11},{"x":"1946","y":40.84},{"x":"1947","y":236.08},{"x":"1948","y":214.45},{"x":"1949","y":245.95},{"x":"1950","y":63.62},{"x":"1951","y":426.98},{"x":"1952","y":432.14},{"x":"1953","y":254.43},{"x":"1954","y":454.18},{"x":"1955","y":407.81},{"x":"1956","y":362.47},{"x":"1957","y":629.25},{"x":"1958","y":714.58},{"x":"1959","y":899.54},{"x":"1960","y":390.56},{"x":"1961","y":439},{"x":"1962","y":583.22},{"x":"1963","y":677.98},{"x":"1964","y":813.23},{"x":"1965","y":623.26},{"x":"1966","y":212.64},{"x":"1967","y":143.16},{"x":"1968","y":22.83},{"x":"1969","y":13.03},{"x":"1970","y":51.25},{"x":"1971","y":36.17},{"x":"1972","y":9.49},{"x":"1973","y":11.22},{"x":"1974","y":5.82},{"x":"1975","y":131.87},{"x":"1976","y":0.46},{"x":"1977","y":4.74},{"x":"1978","y":27.44},{"x":"1979","y":2.6},{"x":"1980","y":null},{"x":"1981","y":null},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":0.15},{"x":"1986","y":3.17},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":null},{"x":"1990","y":null},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.15},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Ohio","data":[{"x":"1928","y":355.92},{"x":"1929","y":561.14},{"x":"1930","y":277.6},{"x":"1931","y":291.32},{"x":"1932","y":539.34},{"x":"1933","y":233.67},{"x":"1934","y":410.5},{"x":"1935","y":544.79},{"x":"1936","y":136.53},{"x":"1937","y":366.37},{"x":"1938","y":694.27},{"x":"1939","y":74},{"x":"1940","y":22.4},{"x":"1941","y":1132.77},{"x":"1942","y":127.08},{"x":"1943","y":276.41},{"x":"1944","y":557.9300000000001},{"x":"1945","y":49.82},{"x":"1946","y":200.43},{"x":"1947","y":239.45},{"x":"1948","y":282.32},{"x":"1949","y":268.29},{"x":"1950","y":161.84},{"x":"1951","y":295.76},{"x":"1952","y":248},{"x":"1953","y":314.96},{"x":"1954","y":322.29},{"x":"1955","y":170.31},{"x":"1956","y":477.29},{"x":"1957","y":86.94},{"x":"1958","y":312.78},{"x":"1959","y":124.39},{"x":"1960","y":191.15},{"x":"1961","y":208.73},{"x":"1962","y":118.46},{"x":"1963","y":146.63},{"x":"1964","y":191.15},{"x":"1965","y":90.96000000000001},{"x":"1966","y":63.04},{"x":"1967","y":11.74},{"x":"1968","y":3.25},{"x":"1969","y":5.38},{"x":"1970","y":37.7},{"x":"1971","y":37.07},{"x":"1972","y":2.82},{"x":"1973","y":3.77},{"x":"1974","y":27.44},{"x":"1975","y":1.1},{"x":"1976","y":6.76},{"x":"1977","y":17.29},{"x":"1978","y":4.67},{"x":"1979","y":3.02},{"x":"1980","y":3.54},{"x":"1981","y":0.2},{"x":"1982","y":0.03},{"x":"1983","y":0.8300000000000001},{"x":"1984","y":0.1},{"x":"1985","y":null},{"x":"1986","y":null},{"x":"1987","y":0.01},{"x":"1988","y":0.88},{"x":"1989","y":25.09},{"x":"1990","y":5.22},{"x":"1991","y":0.11},{"x":"1992","y":0.05},{"x":"1993","y":0.11},{"x":"1994","y":0.04},{"x":"1995","y":0.02},{"x":"1996","y":0.06},{"x":"1997","y":0.3},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.03},{"x":"2001","y":0.01},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Oklahoma","data":[{"x":"1928","y":268.71},{"x":"1929","y":46.19},{"x":"1930","y":164.93},{"x":"1931","y":32.17},{"x":"1932","y":43.17},{"x":"1933","y":101.87},{"x":"1934","y":378.08},{"x":"1935","y":102.91},{"x":"1936","y":15.22},{"x":"1937","y":45.62},{"x":"1938","y":116.62},{"x":"1939","y":194.44},{"x":"1940","y":60.4},{"x":"1941","y":88.78},{"x":"1942","y":260.92},{"x":"1943","y":76.06},{"x":"1944","y":166.8},{"x":"1945","y":51.13},{"x":"1946","y":188.97},{"x":"1947","y":10.79},{"x":"1948","y":66.02},{"x":"1949","y":354.07},{"x":"1950","y":27.43},{"x":"1951","y":359.94},{"x":"1952","y":92.03},{"x":"1953","y":173.09},{"x":"1954","y":152.18},{"x":"1955","y":132.27},{"x":"1956","y":440.45},{"x":"1957","y":66.09999999999999},{"x":"1958","y":317.88},{"x":"1959","y":29.15},{"x":"1960","y":51.72},{"x":"1961","y":25.07},{"x":"1962","y":86.45999999999999},{"x":"1963","y":14.17},{"x":"1964","y":42.41},{"x":"1965","y":9.970000000000001},{"x":"1966","y":25.25},{"x":"1967","y":32.35},{"x":"1968","y":4.96},{"x":"1969","y":5.63},{"x":"1970","y":30.63},{"x":"1971","y":25.06},{"x":"1972","y":0.5},{"x":"1973","y":2.46},{"x":"1974","y":1.1},{"x":"1975","y":9.639999999999999},{"x":"1976","y":9.99},{"x":"1977","y":1.72},{"x":"1978","y":0.91},{"x":"1979","y":0.85},{"x":"1980","y":22.66},{"x":"1981","y":0.24},{"x":"1982","y":0.99},{"x":"1983","y":0.03},{"x":"1984","y":0.27},{"x":"1985","y":null},{"x":"1986","y":0.99},{"x":"1987","y":0.12},{"x":"1988","y":0.25},{"x":"1989","y":4.03},{"x":"1990","y":5.600000000000001},{"x":"1991","y":null},{"x":"1992","y":0.25},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Oregon","data":[{"x":"1928","y":223.09},{"x":"1929","y":492.32},{"x":"1930","y":276.36},{"x":"1931","y":242.56},{"x":"1932","y":514.2},{"x":"1933","y":230.37},{"x":"1934","y":193.5},{"x":"1935","y":705.4299999999999},{"x":"1936","y":919.15},{"x":"1937","y":38.19},{"x":"1938","y":121.89},{"x":"1939","y":219.8},{"x":"1940","y":671.12},{"x":"1941","y":607.51},{"x":"1942","y":499.14},{"x":"1943","y":693.95},{"x":"1944","y":239.87},{"x":"1945","y":156.32},{"x":"1946","y":453.37},{"x":"1947","y":71.91},{"x":"1948","y":367.6},{"x":"1949","y":684.38},{"x":"1950","y":49.38},{"x":"1951","y":617.84},{"x":"1952","y":209.73},{"x":"1953","y":558.14},{"x":"1954","y":244.37},{"x":"1955","y":295.16},{"x":"1956","y":135.02},{"x":"1957","y":879.25},{"x":"1958","y":529.02},{"x":"1959","y":447.57},{"x":"1960","y":624.9399999999999},{"x":"1961","y":322.05},{"x":"1962","y":766.23},{"x":"1963","y":258.3},{"x":"1964","y":453.01},{"x":"1965","y":181.74},{"x":"1966","y":126.91},{"x":"1967","y":86.72},{"x":"1968","y":30.7},{"x":"1969","y":9.83},{"x":"1970","y":21.15},{"x":"1971","y":15.97},{"x":"1972","y":8.949999999999999},{"x":"1973","y":19.52},{"x":"1974","y":1.03},{"x":"1975","y":8.43},{"x":"1976","y":7.12},{"x":"1977","y":12.77},{"x":"1978","y":20.58},{"x":"1979","y":2.78},{"x":"1980","y":0.08},{"x":"1981","y":0.2},{"x":"1982","y":0.72},{"x":"1983","y":0.4},{"x":"1984","y":null},{"x":"1985","y":0.19},{"x":"1986","y":0.26},{"x":"1987","y":3.01},{"x":"1988","y":1.3},{"x":"1989","y":1.45},{"x":"1990","y":1.35},{"x":"1991","y":2.78},{"x":"1992","y":0.29},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":0.09},{"x":"1996","y":0.33},{"x":"1997","y":0.09},{"x":"1998","y":null},{"x":"1999","y":0.15},{"x":"2000","y":null},{"x":"2001","y":0.18},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Pennsylvania","data":[{"x":"1928","y":583.95},{"x":"1929","y":489.56},{"x":"1930","y":356.56},{"x":"1931","y":821.6},{"x":"1932","y":470.69},{"x":"1933","y":336.38},{"x":"1934","y":848.11},{"x":"1935","y":917.36},{"x":"1936","y":243.53},{"x":"1937","y":390.89},{"x":"1938","y":1329.75},{"x":"1939","y":186.57},{"x":"1940","y":148.62},{"x":"1941","y":1011.32},{"x":"1942","y":380.42},{"x":"1943","y":563.08},{"x":"1944","y":256.56},{"x":"1945","y":127.31},{"x":"1946","y":611.47},{"x":"1947","y":113.41},{"x":"1948","y":306.69},{"x":"1949","y":483.96},{"x":"1950","y":165.44},{"x":"1951","y":299.86},{"x":"1952","y":358.5},{"x":"1953","y":146.18},{"x":"1954","y":351.84},{"x":"1955","y":170.43},{"x":"1956","y":397.95},{"x":"1957","y":117.09},{"x":"1958","y":307.18},{"x":"1959","y":247.52},{"x":"1960","y":59.7},{"x":"1961","y":226.11},{"x":"1962","y":83.08},{"x":"1963","y":106.13},{"x":"1964","y":101.85},{"x":"1965","y":57.21},{"x":"1966","y":47.16},{"x":"1967","y":6.81},{"x":"1968","y":2.54},{"x":"1969","y":10.66},{"x":"1970","y":17.65},{"x":"1971","y":15.63},{"x":"1972","y":0.61},{"x":"1973","y":3.44},{"x":"1974","y":7.74},{"x":"1975","y":4.78},{"x":"1976","y":28.5},{"x":"1977","y":27.09},{"x":"1978","y":2.81},{"x":"1979","y":0.5700000000000001},{"x":"1980","y":9.49},{"x":"1981","y":4.33},{"x":"1982","y":0.07000000000000001},{"x":"1983","y":null},{"x":"1984","y":0.04},{"x":"1985","y":0.33},{"x":"1986","y":0.25},{"x":"1987","y":0.26},{"x":"1988","y":4.4},{"x":"1989","y":2},{"x":"1990","y":3.77},{"x":"1991","y":11.72},{"x":"1992","y":0.08},{"x":"1993","y":null},{"x":"1994","y":0.07000000000000001},{"x":"1995","y":0.01},{"x":"1996","y":0.1},{"x":"1997","y":0.13},{"x":"1998","y":0.03},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":0.05},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Rhode Island","data":[{"x":"1928","y":735.3200000000001},{"x":"1929","y":270.62},{"x":"1930","y":39.23},{"x":"1931","y":665.05},{"x":"1932","y":1472.69},{"x":"1933","y":9.359999999999999},{"x":"1934","y":65.79000000000001},{"x":"1935","y":994.0500000000001},{"x":"1936","y":368.69},{"x":"1937","y":679.22},{"x":"1938","y":35.95},{"x":"1939","y":416.85},{"x":"1940","y":467.72},{"x":"1941","y":57.67},{"x":"1942","y":609.25},{"x":"1943","y":296.39},{"x":"1944","y":535.99},{"x":"1945","y":55.54},{"x":"1946","y":160.61},{"x":"1947","y":507.34},{"x":"1948","y":48.43},{"x":"1949","y":561.61},{"x":"1950","y":30.68},{"x":"1951","y":113.3},{"x":"1952","y":665.78},{"x":"1953","y":61.97},{"x":"1954","y":223.67},{"x":"1955","y":657.21},{"x":"1956","y":22.43},{"x":"1957","y":72.67},{"x":"1958","y":496.84},{"x":"1959","y":35.92},{"x":"1960","y":227.84},{"x":"1961","y":766.11},{"x":"1962","y":378.97},{"x":"1963","y":139.6},{"x":"1964","y":279.32},{"x":"1965","y":444.82},{"x":"1966","y":9.75},{"x":"1967","y":6.82},{"x":"1968","y":7.28},{"x":"1969","y":2.9},{"x":"1970","y":11.4},{"x":"1971","y":24.72},{"x":"1972","y":52.25},{"x":"1973","y":68.09},{"x":"1974","y":6.58},{"x":"1975","y":0.54},{"x":"1976","y":2.23},{"x":"1977","y":6.76},{"x":"1978","y":0.85},{"x":"1979","y":10.88},{"x":"1980","y":0.2},{"x":"1981","y":null},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":0.2},{"x":"1987","y":0.2},{"x":"1988","y":null},{"x":"1989","y":3.9},{"x":"1990","y":2.99},{"x":"1991","y":0.4},{"x":"1992","y":2.28},{"x":"1993","y":0.1},{"x":"1994","y":0.7000000000000001},{"x":"1995","y":0.49},{"x":"1996","y":null},{"x":"1997","y":0.49},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"South Carolina","data":[{"x":"1928","y":1138.49},{"x":"1929","y":12.2},{"x":"1930","y":14.45},{"x":"1931","y":189.95},{"x":"1932","y":182.58},{"x":"1933","y":360.64},{"x":"1934","y":637.61},{"x":"1935","y":46.26},{"x":"1936","y":48.24},{"x":"1937","y":99.18000000000001},{"x":"1938","y":373.4},{"x":"1939","y":60.34},{"x":"1940","y":32.32},{"x":"1941","y":481.97},{"x":"1942","y":218.23},{"x":"1943","y":153.66},{"x":"1944","y":363.6},{"x":"1945","y":78.91},{"x":"1946","y":358.19},{"x":"1947","y":161.86},{"x":"1948","y":120.65},{"x":"1949","y":453.08},{"x":"1950","y":90.62},{"x":"1951","y":34.31},{"x":"1952","y":81.69},{"x":"1953","y":89.38},{"x":"1954","y":254.91},{"x":"1955","y":53.33},{"x":"1956","y":384.74},{"x":"1957","y":248.22},{"x":"1958","y":472.18},{"x":"1959","y":82.91},{"x":"1960","y":53.68},{"x":"1961","y":136.63},{"x":"1962","y":38.4},{"x":"1963","y":95.75},{"x":"1964","y":161.62},{"x":"1965","y":50.55},{"x":"1966","y":26.31},{"x":"1967","y":20.44},{"x":"1968","y":1.52},{"x":"1969","y":5.34},{"x":"1970","y":24.01},{"x":"1971","y":32.77},{"x":"1972","y":7.63},{"x":"1973","y":2.86},{"x":"1974","y":1.96},{"x":"1975","y":0.57},{"x":"1976","y":0.15},{"x":"1977","y":3.28},{"x":"1978","y":6.44},{"x":"1979","y":3.35},{"x":"1980","y":5.02},{"x":"1981","y":null},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":0.03},{"x":"1986","y":7.54},{"x":"1987","y":0.06},{"x":"1988","y":null},{"x":"1989","y":0.52},{"x":"1990","y":0.12},{"x":"1991","y":0.37},{"x":"1992","y":0.8},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.05},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"South Dakota","data":[{"x":"1928","y":160.16},{"x":"1929","y":167.77},{"x":"1930","y":346.31},{"x":"1931","y":212.36},{"x":"1932","y":96.37},{"x":"1933","y":299.08},{"x":"1934","y":1373.94},{"x":"1935","y":167.25},{"x":"1936","y":33.6},{"x":"1937","y":9.84},{"x":"1938","y":212.46},{"x":"1939","y":1173.78},{"x":"1940","y":253.83},{"x":"1941","y":61.34},{"x":"1942","y":143.09},{"x":"1943","y":507.31},{"x":"1944","y":258.73},{"x":"1945","y":100.63},{"x":"1946","y":189.69},{"x":"1947","y":218.3},{"x":"1948","y":140.26},{"x":"1949","y":157.39},{"x":"1950","y":102.59},{"x":"1951","y":106.72},{"x":"1952","y":115.26},{"x":"1953","y":68.81},{"x":"1954","y":123.53},{"x":"1955","y":63.59},{"x":"1956","y":86.75},{"x":"1957","y":81.48999999999999},{"x":"1958","y":18.41},{"x":"1959","y":129.12},{"x":"1960","y":17.59},{"x":"1961","y":21.72},{"x":"1962","y":64.25},{"x":"1963","y":12.53},{"x":"1964","y":9.859999999999999},{"x":"1965","y":16.73},{"x":"1966","y":5.87},{"x":"1967","y":8.67},{"x":"1968","y":0.6},{"x":"1969","y":7.640000000000001},{"x":"1970","y":15.79},{"x":"1971","y":31.34},{"x":"1972","y":1.78},{"x":"1973","y":0.4399999999999999},{"x":"1974","y":4.12},{"x":"1975","y":51.88},{"x":"1976","y":0.74},{"x":"1977","y":10.62},{"x":"1978","y":null},{"x":"1979","y":0.28},{"x":"1980","y":null},{"x":"1981","y":null},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":null},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":null},{"x":"1990","y":2.29},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":1.2},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Tennessee","data":[{"x":"1928","y":315.43},{"x":"1929","y":33.04},{"x":"1930","y":179.91},{"x":"1931","y":134.79},{"x":"1932","y":68.98999999999999},{"x":"1933","y":133.48},{"x":"1934","y":647.85},{"x":"1935","y":51.31},{"x":"1936","y":50.18},{"x":"1937","y":106.41},{"x":"1938","y":403.65},{"x":"1939","y":108.43},{"x":"1940","y":95.17},{"x":"1941","y":278.13},{"x":"1942","y":106.34},{"x":"1943","y":194.95},{"x":"1944","y":184.38},{"x":"1945","y":65.8},{"x":"1946","y":150.47},{"x":"1947","y":61},{"x":"1948","y":127.54},{"x":"1949","y":252.76},{"x":"1950","y":104.1},{"x":"1951","y":80.64},{"x":"1952","y":200.48},{"x":"1953","y":84.73},{"x":"1954","y":416.4},{"x":"1955","y":172.07},{"x":"1956","y":617},{"x":"1957","y":455.99},{"x":"1958","y":793.55},{"x":"1959","y":275.98},{"x":"1960","y":535.9},{"x":"1961","y":403.1},{"x":"1962","y":666.3199999999999},{"x":"1963","y":183.55},{"x":"1964","y":629.4299999999999},{"x":"1965","y":238.12},{"x":"1966","y":332.74},{"x":"1967","y":53.62},{"x":"1968","y":1.73},{"x":"1969","y":0.53},{"x":"1970","y":13.53},{"x":"1971","y":24.69},{"x":"1972","y":4.66},{"x":"1973","y":3.9},{"x":"1974","y":1.29},{"x":"1975","y":4.09},{"x":"1976","y":4.8},{"x":"1977","y":15.75},{"x":"1978","y":22.26},{"x":"1979","y":1.73},{"x":"1980","y":3.83},{"x":"1981","y":0.08},{"x":"1982","y":0.12},{"x":"1983","y":0.02},{"x":"1984","y":null},{"x":"1985","y":null},{"x":"1986","y":1.2},{"x":"1987","y":null},{"x":"1988","y":0.02},{"x":"1989","y":2.85},{"x":"1990","y":1.93},{"x":"1991","y":0.2},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":0.53},{"x":"1995","y":null},{"x":"1996","y":0.04},{"x":"1997","y":0.05},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Texas","data":[{"x":"1928","y":97.35000000000001},{"x":"1929","y":71.28},{"x":"1930","y":73.12},{"x":"1931","y":39.56},{"x":"1932","y":76.58},{"x":"1933","y":361.4},{"x":"1934","y":490.66},{"x":"1935","y":64.06999999999999},{"x":"1936","y":125.58},{"x":"1937","y":235.14},{"x":"1938","y":95.34},{"x":"1939","y":115.98},{"x":"1940","y":249.88},{"x":"1941","y":308.34},{"x":"1942","y":517.23},{"x":"1943","y":233.42},{"x":"1944","y":542.2},{"x":"1945","y":188.86},{"x":"1946","y":410.13},{"x":"1947","y":109.48},{"x":"1948","y":583.88},{"x":"1949","y":749.48},{"x":"1950","y":175.65},{"x":"1951","y":808.78},{"x":"1952","y":283.26},{"x":"1953","y":885.8200000000001},{"x":"1954","y":906.12},{"x":"1955","y":455.73},{"x":"1956","y":755.24},{"x":"1957","y":471.87},{"x":"1958","y":889.53},{"x":"1959","y":360.65},{"x":"1960","y":516.1900000000001},{"x":"1961","y":164.07},{"x":"1962","y":665.61},{"x":"1963","y":164.36},{"x":"1964","y":383.18},{"x":"1965","y":284.32},{"x":"1966","y":239.95},{"x":"1967","y":125.32},{"x":"1968","y":47.58},{"x":"1969","y":44.87},{"x":"1970","y":72.34999999999999},{"x":"1971","y":77.41},{"x":"1972","y":13.17},{"x":"1973","y":4.06},{"x":"1974","y":1.43},{"x":"1975","y":2.23},{"x":"1976","y":2.04},{"x":"1977","y":13.99},{"x":"1978","y":7.54},{"x":"1979","y":4.54},{"x":"1980","y":1.34},{"x":"1981","y":6.03},{"x":"1982","y":1.15},{"x":"1983","y":0.24},{"x":"1984","y":3.33},{"x":"1985","y":2.56},{"x":"1986","y":2.27},{"x":"1987","y":2.51},{"x":"1988","y":0.09},{"x":"1989","y":18.43},{"x":"1990","y":22.86},{"x":"1991","y":1.23},{"x":"1992","y":5.67},{"x":"1993","y":0.06},{"x":"1994","y":0.1},{"x":"1995","y":0.09},{"x":"1996","y":0.18},{"x":"1997","y":0.07000000000000001},{"x":"1998","y":null},{"x":"1999","y":0.01},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Utah","data":[{"x":"1928","y":16.83},{"x":"1929","y":68.90000000000001},{"x":"1930","y":1044.79},{"x":"1931","y":29.72},{"x":"1932","y":13.91},{"x":"1933","y":402.1},{"x":"1934","y":2184.87},{"x":"1935","y":50.16},{"x":"1936","y":117.89},{"x":"1937","y":396.79},{"x":"1938","y":1808.86},{"x":"1939","y":1002.23},{"x":"1940","y":1363.22},{"x":"1941","y":281.09},{"x":"1942","y":2589.06},{"x":"1943","y":1211.27},{"x":"1944","y":200.67},{"x":"1945","y":746.1},{"x":"1946","y":1244.57},{"x":"1947","y":99.23999999999999},{"x":"1948","y":910.9400000000001},{"x":"1949","y":526.54},{"x":"1950","y":879.2},{"x":"1951","y":331.4},{"x":"1952","y":652.51},{"x":"1953","y":775.41},{"x":"1954","y":1043.86},{"x":"1955","y":101.05},{"x":"1956","y":284.17},{"x":"1957","y":1749.89},{"x":"1958","y":458.83},{"x":"1959","y":670.89},{"x":"1960","y":551.77},{"x":"1961","y":179.6},{"x":"1962","y":430.57},{"x":"1963","y":316.23},{"x":"1964","y":260.75},{"x":"1965","y":444.86},{"x":"1966","y":68.2},{"x":"1967","y":37.81},{"x":"1968","y":2.04},{"x":"1969","y":1.09},{"x":"1970","y":3.52},{"x":"1971","y":30.04},{"x":"1972","y":13.71},{"x":"1973","y":10.74},{"x":"1974","y":1.21},{"x":"1975","y":27.85},{"x":"1976","y":166.51},{"x":"1977","y":1.75},{"x":"1978","y":3.24},{"x":"1979","y":1.52},{"x":"1980","y":2.98},{"x":"1981","y":null},{"x":"1982","y":0.19},{"x":"1983","y":0.61},{"x":"1984","y":1.69},{"x":"1985","y":null},{"x":"1986","y":0.78},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":6.899999999999999},{"x":"1990","y":8.5},{"x":"1991","y":12.36},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":7.8},{"x":"1995","y":null},{"x":"1996","y":5.77},{"x":"1997","y":0.05},{"x":"1998","y":null},{"x":"1999","y":0.1},{"x":"2000","y":0.13},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Vermont","data":[{"x":"1928","y":334.8},{"x":"1929","y":105.31},{"x":"1930","y":236.69},{"x":"1931","y":318.4},{"x":"1932","y":1146.08},{"x":"1933","y":312.58},{"x":"1934","y":380.66},{"x":"1935","y":389.3},{"x":"1936","y":2974.79},{"x":"1937","y":289.31},{"x":"1938","y":1652.64},{"x":"1939","y":1029.19},{"x":"1940","y":241.07},{"x":"1941","y":384.64},{"x":"1942","y":1071.29},{"x":"1943","y":2323.73},{"x":"1944","y":751.46},{"x":"1945","y":179.96},{"x":"1946","y":858.63},{"x":"1947","y":1348.83},{"x":"1948","y":407.12},{"x":"1949","y":1711.37},{"x":"1950","y":157.47},{"x":"1951","y":1130.93},{"x":"1952","y":1397.32},{"x":"1953","y":148.93},{"x":"1954","y":760.21},{"x":"1955","y":1894.94},{"x":"1956","y":340.86},{"x":"1957","y":761.46},{"x":"1958","y":549.2},{"x":"1959","y":525.59},{"x":"1960","y":893.3200000000001},{"x":"1961","y":295.88},{"x":"1962","y":518.3200000000001},{"x":"1963","y":405.8},{"x":"1964","y":596.77},{"x":"1965","y":360.66},{"x":"1966","y":79.16},{"x":"1967","y":9.959999999999999},{"x":"1968","y":1.85},{"x":"1969","y":0.6900000000000001},{"x":"1970","y":1.98},{"x":"1971","y":26.6},{"x":"1972","y":17.07},{"x":"1973","y":25.57},{"x":"1974","y":11.88},{"x":"1975","y":15.28},{"x":"1976","y":34.37},{"x":"1977","y":47.16},{"x":"1978","y":10.52},{"x":"1979","y":23.31},{"x":"1980","y":41.88},{"x":"1981","y":0.38},{"x":"1982","y":0.38},{"x":"1983","y":null},{"x":"1984","y":0.76},{"x":"1985","y":null},{"x":"1986","y":null},{"x":"1987","y":3.99},{"x":"1988","y":null},{"x":"1989","y":0.18},{"x":"1990","y":null},{"x":"1991","y":0.71},{"x":"1992","y":null},{"x":"1993","y":5.359999999999999},{"x":"1994","y":0.17},{"x":"1995","y":null},{"x":"1996","y":0.17},{"x":"1997","y":9.880000000000001},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":0.16},{"x":"2001","y":0.16},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Virginia","data":[{"x":"1928","y":null},{"x":"1929","y":null},{"x":"1930","y":null},{"x":"1931","y":null},{"x":"1932","y":53.4},{"x":"1933","y":351.88},{"x":"1934","y":1158.76},{"x":"1935","y":727.35},{"x":"1936","y":127.83},{"x":"1937","y":337.39},{"x":"1938","y":475.81},{"x":"1939","y":394.24},{"x":"1940","y":203.84},{"x":"1941","y":1035.28},{"x":"1942","y":177.59},{"x":"1943","y":341.34},{"x":"1944","y":475.42},{"x":"1945","y":64.45},{"x":"1946","y":385.83},{"x":"1947","y":242.18},{"x":"1948","y":191.3},{"x":"1949","y":649.3099999999999},{"x":"1950","y":85.42},{"x":"1951","y":408.71},{"x":"1952","y":376.52},{"x":"1953","y":138.96},{"x":"1954","y":673.5599999999999},{"x":"1955","y":120.1},{"x":"1956","y":634.53},{"x":"1957","y":128.67},{"x":"1958","y":550.15},{"x":"1959","y":349.29},{"x":"1960","y":185.6},{"x":"1961","y":285.95},{"x":"1962","y":231.09},{"x":"1963","y":172.45},{"x":"1964","y":274.81},{"x":"1965","y":93.32000000000001},{"x":"1966","y":50.58},{"x":"1967","y":51.99},{"x":"1968","y":9.49},{"x":"1969","y":20.26},{"x":"1970","y":51.91},{"x":"1971","y":32.37},{"x":"1972","y":1.54},{"x":"1973","y":8.74},{"x":"1974","y":0.86},{"x":"1975","y":0.85},{"x":"1976","y":16.49},{"x":"1977","y":50.79},{"x":"1978","y":49.89},{"x":"1979","y":6.01},{"x":"1980","y":6.57},{"x":"1981","y":0.24},{"x":"1982","y":0.15},{"x":"1983","y":0.37},{"x":"1984","y":0.07000000000000001},{"x":"1985","y":0.47},{"x":"1986","y":0.85},{"x":"1987","y":0.02},{"x":"1988","y":3.48},{"x":"1989","y":0.42},{"x":"1990","y":1.22},{"x":"1991","y":0.36},{"x":"1992","y":0.25},{"x":"1993","y":null},{"x":"1994","y":0.04},{"x":"1995","y":null},{"x":"1996","y":0.01},{"x":"1997","y":0.03},{"x":"1998","y":null},{"x":"1999","y":0.25},{"x":"2000","y":0.03},{"x":"2001","y":0.01},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Washington","data":[{"x":"1928","y":344.82},{"x":"1929","y":248.6},{"x":"1930","y":631.64},{"x":"1931","y":197.43},{"x":"1932","y":631.9299999999999},{"x":"1933","y":155.84},{"x":"1934","y":473.84},{"x":"1935","y":525.47},{"x":"1936","y":463.74},{"x":"1937","y":103.34},{"x":"1938","y":112.23},{"x":"1939","y":1158.16},{"x":"1940","y":919.59},{"x":"1941","y":118.23},{"x":"1942","y":645.64},{"x":"1943","y":765.0700000000001},{"x":"1944","y":264.04},{"x":"1945","y":291.68},{"x":"1946","y":513.61},{"x":"1947","y":63.82},{"x":"1948","y":482.29},{"x":"1949","y":551.2},{"x":"1950","y":142.61},{"x":"1951","y":733.3200000000001},{"x":"1952","y":243.78},{"x":"1953","y":473.15},{"x":"1954","y":857.47},{"x":"1955","y":425.03},{"x":"1956","y":481.3},{"x":"1957","y":614.37},{"x":"1958","y":384.18},{"x":"1959","y":512.47},{"x":"1960","y":456.2},{"x":"1961","y":301.32},{"x":"1962","y":704.0700000000001},{"x":"1963","y":166.94},{"x":"1964","y":674.6900000000001},{"x":"1965","y":255.7},{"x":"1966","y":166.67},{"x":"1967","y":178.9},{"x":"1968","y":18.25},{"x":"1969","y":1.68},{"x":"1970","y":19.71},{"x":"1971","y":33.15},{"x":"1972","y":28.37},{"x":"1973","y":25.03},{"x":"1974","y":2.22},{"x":"1975","y":8.140000000000001},{"x":"1976","y":10.26},{"x":"1977","y":12.41},{"x":"1978","y":10.62},{"x":"1979","y":25.15},{"x":"1980","y":4.05},{"x":"1981","y":0.1},{"x":"1982","y":0.85},{"x":"1983","y":0.7},{"x":"1984","y":3.91},{"x":"1985","y":1.99},{"x":"1986","y":4.71},{"x":"1987","y":1.01},{"x":"1988","y":0.15},{"x":"1989","y":1.06},{"x":"1990","y":6.71},{"x":"1991","y":1.53},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":0.39},{"x":"1996","y":0.92},{"x":"1997","y":0.27},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"West Virginia","data":[{"x":"1928","y":195.98},{"x":"1929","y":380.14},{"x":"1930","y":157.7},{"x":"1931","y":291.38},{"x":"1932","y":599.65},{"x":"1933","y":303.34},{"x":"1934","y":231.8},{"x":"1935","y":605.9},{"x":"1936","y":63.26},{"x":"1937","y":110.04},{"x":"1938","y":595.16},{"x":"1939","y":99.06999999999999},{"x":"1940","y":29.79},{"x":"1941","y":592.24},{"x":"1942","y":303.79},{"x":"1943","y":133.75},{"x":"1944","y":497.22},{"x":"1945","y":79.64},{"x":"1946","y":140.56},{"x":"1947","y":143.62},{"x":"1948","y":295.53},{"x":"1949","y":188.45},{"x":"1950","y":293.19},{"x":"1951","y":227.24},{"x":"1952","y":270},{"x":"1953","y":309.56},{"x":"1954","y":512.01},{"x":"1955","y":204.22},{"x":"1956","y":587.09},{"x":"1957","y":185.11},{"x":"1958","y":657.2},{"x":"1959","y":406.39},{"x":"1960","y":190.39},{"x":"1961","y":429.01},{"x":"1962","y":551.12},{"x":"1963","y":696.29},{"x":"1964","y":518.7},{"x":"1965","y":832.6900000000001},{"x":"1966","y":313.45},{"x":"1967","y":84.57000000000001},{"x":"1968","y":20.5},{"x":"1969","y":13.82},{"x":"1970","y":19.73},{"x":"1971","y":31.99},{"x":"1972","y":15.51},{"x":"1973","y":12.58},{"x":"1974","y":12.68},{"x":"1975","y":11.73},{"x":"1976","y":11.01},{"x":"1977","y":13.87},{"x":"1978","y":45.55},{"x":"1979","y":4.54},{"x":"1980","y":1.75},{"x":"1981","y":0.6},{"x":"1982","y":0.1},{"x":"1983","y":0.05},{"x":"1984","y":null},{"x":"1985","y":2.51},{"x":"1986","y":0.11},{"x":"1987","y":null},{"x":"1988","y":0.33},{"x":"1989","y":2.95},{"x":"1990","y":0.33},{"x":"1991","y":null},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":1.98},{"x":"1995","y":null},{"x":"1996","y":null},{"x":"1997","y":0.05},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Wisconsin","data":[{"x":"1928","y":124.61},{"x":"1929","y":1016.54},{"x":"1930","y":748.58},{"x":"1931","y":506.57},{"x":"1932","y":935.3099999999999},{"x":"1933","y":317.48},{"x":"1934","y":1332.84},{"x":"1935","y":1415.38},{"x":"1936","y":126.57},{"x":"1937","y":66.55},{"x":"1938","y":2348.05},{"x":"1939","y":768.04},{"x":"1940","y":636.45},{"x":"1941","y":993.0700000000001},{"x":"1942","y":781.79},{"x":"1943","y":1290.54},{"x":"1944","y":1407.91},{"x":"1945","y":165.52},{"x":"1946","y":1333.6},{"x":"1947","y":383.14},{"x":"1948","y":926.15},{"x":"1949","y":1171.07},{"x":"1950","y":546.71},{"x":"1951","y":958.0699999999999},{"x":"1952","y":1140.83},{"x":"1953","y":1166.84},{"x":"1954","y":289.57},{"x":"1955","y":1389.05},{"x":"1956","y":715.74},{"x":"1957","y":980.76},{"x":"1958","y":1665.37},{"x":"1959","y":384.77},{"x":"1960","y":1090.16},{"x":"1961","y":932.9299999999999},{"x":"1962","y":365.34},{"x":"1963","y":1413.07},{"x":"1964","y":370.35},{"x":"1965","y":482.22},{"x":"1966","y":736.0700000000001},{"x":"1967","y":49.53},{"x":"1968","y":31.89},{"x":"1969","y":15.33},{"x":"1970","y":31.02},{"x":"1971","y":87.53},{"x":"1972","y":76.34},{"x":"1973","y":29.97},{"x":"1974","y":13.9},{"x":"1975","y":32.03},{"x":"1976","y":88.54000000000001},{"x":"1977","y":45.35},{"x":"1978","y":33.27},{"x":"1979","y":13.76},{"x":"1980","y":31.29},{"x":"1981","y":0.12},{"x":"1982","y":0.02},{"x":"1983","y":null},{"x":"1984","y":0.65},{"x":"1985","y":1.2},{"x":"1986","y":5.85},{"x":"1987","y":3.02},{"x":"1988","y":null},{"x":"1989","y":6.44},{"x":"1990","y":13.39},{"x":"1991","y":0.14},{"x":"1992","y":null},{"x":"1993","y":null},{"x":"1994","y":0.04},{"x":"1995","y":null},{"x":"1996","y":0.02},{"x":"1997","y":null},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]},{"name":"Wyoming","data":[{"x":"1928","y":227},{"x":"1929","y":312.16},{"x":"1930","y":341.55},{"x":"1931","y":60.69},{"x":"1932","y":242.1},{"x":"1933","y":249.06},{"x":"1934","y":967.4399999999999},{"x":"1935","y":935.42},{"x":"1936","y":57.52},{"x":"1937","y":69.91},{"x":"1938","y":360.59},{"x":"1939","y":1392.34},{"x":"1940","y":393.6},{"x":"1941","y":381.73},{"x":"1942","y":635.27},{"x":"1943","y":1088.61},{"x":"1944","y":728.08},{"x":"1945","y":157.58},{"x":"1946","y":397.59},{"x":"1947","y":170.19},{"x":"1948","y":805.41},{"x":"1949","y":201.42},{"x":"1950","y":209.99},{"x":"1951","y":753.58},{"x":"1952","y":231.75},{"x":"1953","y":497.54},{"x":"1954","y":391.79},{"x":"1955","y":180.83},{"x":"1956","y":640.6899999999999},{"x":"1957","y":69.45999999999999},{"x":"1958","y":433.31},{"x":"1959","y":281.2},{"x":"1960","y":209.63},{"x":"1961","y":143.65},{"x":"1962","y":142.93},{"x":"1963","y":97.92},{"x":"1964","y":84.29000000000001},{"x":"1965","y":226.15},{"x":"1966","y":72.79000000000001},{"x":"1967","y":64.27},{"x":"1968","y":17},{"x":"1969","y":2.43},{"x":"1970","y":3.23},{"x":"1971","y":24.49},{"x":"1972","y":14.4},{"x":"1973","y":19.68},{"x":"1974","y":4.46},{"x":"1975","y":0.75},{"x":"1976","y":0.97},{"x":"1977","y":5.77},{"x":"1978","y":null},{"x":"1979","y":0.43},{"x":"1980","y":null},{"x":"1981","y":0.2},{"x":"1982","y":null},{"x":"1983","y":null},{"x":"1984","y":null},{"x":"1985","y":1.01},{"x":"1986","y":null},{"x":"1987","y":null},{"x":"1988","y":null},{"x":"1989","y":null},{"x":"1990","y":null},{"x":"1991","y":0.65},{"x":"1992","y":0.21},{"x":"1993","y":null},{"x":"1994","y":null},{"x":"1995","y":null},{"x":"1996","y":0.2},{"x":"1997","y":0.61},{"x":"1998","y":null},{"x":"1999","y":null},{"x":"2000","y":null},{"x":"2001","y":null},{"x":"2002","y":null},{"x":"2003","y":null}]}],"yaxis":{"labels":{"style":{"colors":"#848484","fontSize":"8px"}}},"xaxis":{"labels":{"style":{"colors":"#848484"}}},"dataLabels":{"enabled":false},"stroke":{"width":0},"plotOptions":{"heatmap":{"radius":0,"enableShades":false,"colorScale":{"ranges":[{"from":0,"to":0.001,"name":"Missing","color":"#FFF"},{"from":0.001,"to":4,"name":"low","color":"#FDE725"},{"from":4,"to":70,"name":"mid-low","color":"#35B779"},{"from":70,"to":290,"name":"mid-high","color":"#31688E"},{"from":290,"to":3000,"name":"high","color":"#440154"}]}}},"legend":{"offsetY":-15,"formatter":"function(seriesName, opts) {\n if (seriesName == 'Missing') return null; else return seriesName;\n }"},"annotations":{"xaxis":[{"x":1963,"x2":1963.1,"strokeDashArray":0,"opacity":1,"borderColor":"firebrick","fillColor":"firebrick","label":{"borderColor":"firebrick","style":{"color":"#FFF","background":"firebrick"},"text":"Vaccine Introduced","orientation":"horizontal","position":"bottom","offsetY":0}}]},"title":{"text":"Infectious Diseases and Vaccines","style":{"fontWeight":700,"fontSize":"22px"}},"subtitle":{"text":"vaccines dataset from {highcharter}","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":"1928","max":"2003"},"type":"heatmap"},"evals":["ax_opts.legend.formatter"],"jsHooks":[]}</script><details><summary><span title="View full code">View full code</span>
|
||
</summary><div class="sourceCode" id="cb41"><pre class="downlit sourceCode r">
|
||
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="st">"vaccines"</span>, package <span class="op">=</span> <span class="st">"highcharter"</span><span class="op">)</span></span>
|
||
<span></span>
|
||
<span><span class="fu"><a href="../../reference/apex.html">apex</a></span><span class="op">(</span><span class="va">vaccines</span>, <span class="fu"><a href="../../reference/apexcharter-exports.html">aes</a></span><span class="op">(</span><span class="va">year</span>, <span class="va">state</span>, fill <span class="op">=</span> <span class="va">count</span><span class="op">)</span>, type <span class="op">=</span> <span class="st">"heatmap"</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_chart.html">ax_chart</a></span><span class="op">(</span>animations <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_dataLabels.html">ax_dataLabels</a></span><span class="op">(</span>enabled <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_stroke.html">ax_stroke</a></span><span class="op">(</span>width <span class="op">=</span> <span class="fl">0</span><span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_plotOptions.html">ax_plotOptions</a></span><span class="op">(</span></span>
|
||
<span> heatmap <span class="op">=</span> <span class="fu"><a href="../../reference/heatmap_opts.html">heatmap_opts</a></span><span class="op">(</span></span>
|
||
<span> radius <span class="op">=</span> <span class="fl">0</span>,</span>
|
||
<span> enableShades <span class="op">=</span> <span class="cn">FALSE</span>,</span>
|
||
<span> colorScale <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> ranges <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">0</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">0.001</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"Missing"</span>,</span>
|
||
<span> color <span class="op">=</span> <span class="st">"#FFF"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">0.001</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">4</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"low"</span>,</span>
|
||
<span> <span class="co"># color = "#000004"</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#FDE725"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">4</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">70</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"mid-low"</span>,</span>
|
||
<span> <span class="co"># color = "#781C6D",</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#35B779"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">70</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">290</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"mid-high"</span>,</span>
|
||
<span> <span class="co"># color = "#ED6925",</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#31688E"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> from <span class="op">=</span> <span class="fl">290</span>,</span>
|
||
<span> to <span class="op">=</span> <span class="fl">3000</span>,</span>
|
||
<span> name <span class="op">=</span> <span class="st">"high"</span>,</span>
|
||
<span> <span class="co"># color = "#FCFFA4",</span></span>
|
||
<span> color <span class="op">=</span> <span class="st">"#440154"</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_legend.html">ax_legend</a></span><span class="op">(</span></span>
|
||
<span> formatter <span class="op">=</span> <span class="fu"><a href="../../reference/apexcharter-exports.html">JS</a></span><span class="op">(</span></span>
|
||
<span> <span class="st">"function(seriesName, opts) {</span></span>
|
||
<span><span class="st"> if (seriesName == 'Missing') return null; else return seriesName;</span></span>
|
||
<span><span class="st"> }"</span></span>
|
||
<span> <span class="op">)</span>,</span>
|
||
<span> offsetY <span class="op">=</span> <span class="op">-</span><span class="fl">15</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_yaxis.html">ax_yaxis</a></span><span class="op">(</span></span>
|
||
<span> labels <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"8px"</span><span class="op">)</span>,</span>
|
||
<span> offsetY <span class="op">=</span> <span class="op">-</span><span class="fl">20</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_annotations.html">ax_annotations</a></span><span class="op">(</span></span>
|
||
<span> xaxis <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> x <span class="op">=</span> <span class="fl">1963</span>, x2 <span class="op">=</span> <span class="fl">1963.1</span>,</span>
|
||
<span> strokeDashArray <span class="op">=</span> <span class="fl">0</span>, </span>
|
||
<span> opacity <span class="op">=</span> <span class="fl">1</span>, </span>
|
||
<span> borderColor <span class="op">=</span> <span class="st">"firebrick"</span>,</span>
|
||
<span> fillColor <span class="op">=</span> <span class="st">"firebrick"</span>,</span>
|
||
<span> label <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span></span>
|
||
<span> borderColor <span class="op">=</span> <span class="st">"firebrick"</span>,</span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>color <span class="op">=</span> <span class="st">"#FFF"</span>, background <span class="op">=</span> <span class="st">"firebrick"</span><span class="op">)</span>,</span>
|
||
<span> text <span class="op">=</span> <span class="st">"Vaccine Introduced"</span>, </span>
|
||
<span> orientation <span class="op">=</span> <span class="st">"horizontal"</span>,</span>
|
||
<span> position <span class="op">=</span> <span class="st">"bottom"</span>,</span>
|
||
<span> offsetY <span class="op">=</span> <span class="fl">0</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_labs.html">ax_labs</a></span><span class="op">(</span></span>
|
||
<span> title <span class="op">=</span> <span class="st">"Infectious Diseases and Vaccines"</span>,</span>
|
||
<span> subtitle <span class="op">=</span> <span class="st">"vaccines dataset from {highcharter}"</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_title.html">ax_title</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"22px"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span> <span class="op"><a href="../../reference/apexcharter-exports.html">%>%</a></span> </span>
|
||
<span> <span class="fu"><a href="../../reference/ax_subtitle.html">ax_subtitle</a></span><span class="op">(</span></span>
|
||
<span> style <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>fontSize <span class="op">=</span> <span class="st">"16px"</span>, color <span class="op">=</span> <span class="st">"#BDBDBD"</span><span class="op">)</span></span>
|
||
<span> <span class="op">)</span></span></code></pre></div>
|
||
</details>
|
||
</div>
|
||
</main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
|
||
</nav></aside>
|
||
</div>
|
||
|
||
|
||
|
||
<footer><div class="pkgdown-footer-left">
|
||
<p></p>
|
||
<p>Developed by <a href="https://twitter.com/_pvictorr" class="external-link"><img src="https://pbs.twimg.com/profile_images/844237339404722177/E1U61aM8_normal.jpg"> Victor Perrier</a>, <a href="https://twitter.com/_mfaan" class="external-link"><img src="https://pbs.twimg.com/profile_images/912313931326218240/o1-wvA18_normal.jpg"> Fanny Meyer</a>.</p>
|
||
</div>
|
||
|
||
<div class="pkgdown-footer-right">
|
||
<p></p>
|
||
<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
|
||
</div>
|
||
|
||
</footer>
|
||
</div>
|
||
|
||
|
||
|
||
|
||
|
||
</body>
|
||
</html>
|