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CoolBoxPlot.html
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<title>Improve Boxplot Visualizations</title>
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<section class="page-header">
<h1 class="title toc-ignore project-name">Improve Boxplot Visualizations</h1>
</section>
<section class="main-content">
<div id="introduction" class="section level1">
<h1>Introduction</h1>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" title="1"><span class="kw">ggplot</span>(mammogram_costs, <span class="kw">aes</span>(<span class="dt">x =</span> city)) <span class="op">+</span></a>
<a class="sourceLine" id="cb1-2" title="2"><span class="st"> </span><span class="kw">geom_econodist</span>(</a>
<a class="sourceLine" id="cb1-3" title="3"> <span class="kw">aes</span>(<span class="dt">ymin =</span> tenth, <span class="dt">median =</span> median, <span class="dt">ymax =</span> ninetieth), <span class="dt">stat =</span> <span class="st">"identity"</span></a>
<a class="sourceLine" id="cb1-4" title="4"> ) <span class="op">+</span></a>
<a class="sourceLine" id="cb1-5" title="5"><span class="st"> </span><span class="kw">scale_y_continuous</span>(<span class="dt">expand =</span> <span class="kw">c</span>(<span class="dv">0</span>,<span class="dv">0</span>), <span class="dt">position =</span> <span class="st">"right"</span>, <span class="dt">limits =</span> <span class="kw">range</span>(<span class="dv">0</span>, <span class="dv">800</span>)) <span class="op">+</span></a>
<a class="sourceLine" id="cb1-6" title="6"><span class="st"> </span><span class="kw">coord_flip</span>() <span class="op">+</span></a>
<a class="sourceLine" id="cb1-7" title="7"><span class="st"> </span><span class="kw">labs</span>(</a>
<a class="sourceLine" id="cb1-8" title="8"> <span class="dt">x =</span> <span class="ot">NULL</span>, <span class="dt">y =</span> <span class="ot">NULL</span>,</a>
<a class="sourceLine" id="cb1-9" title="9"> <span class="dt">title =</span> <span class="st">"Mammoscams"</span>,</a>
<a class="sourceLine" id="cb1-10" title="10"> <span class="dt">subtitle =</span> <span class="st">"United States, prices for a mammogram*</span><span class="ch">\n</span><span class="st">By metro area, 2016, $"</span>,</a>
<a class="sourceLine" id="cb1-11" title="11"> <span class="dt">caption =</span> <span class="st">"*For three large insurance companies</span><span class="ch">\n</span><span class="st">Source: Health Care Cost Institute"</span></a>
<a class="sourceLine" id="cb1-12" title="12"> ) <span class="op">+</span></a>
<a class="sourceLine" id="cb1-13" title="13"><span class="st"> </span><span class="kw">theme_econodist</span>() -><span class="st"> </span>gg</a>
<a class="sourceLine" id="cb1-14" title="14"></a>
<a class="sourceLine" id="cb1-15" title="15"><span class="kw">grid.newpage</span>()</a>
<a class="sourceLine" id="cb1-16" title="16"><span class="kw">left_align</span>(gg, <span class="kw">c</span>(<span class="st">"subtitle"</span>, <span class="st">"title"</span>, <span class="st">"caption"</span>)) <span class="op">%>%</span><span class="st"> </span></a>
<a class="sourceLine" id="cb1-17" title="17"><span class="st"> </span><span class="kw">add_econodist_legend</span>(<span class="kw">econodist_legend_grob</span>(), <span class="dt">below =</span> <span class="st">"subtitle"</span>) <span class="op">%>%</span><span class="st"> </span></a>
<a class="sourceLine" id="cb1-18" title="18"><span class="st"> </span><span class="kw">grid.draw</span>()</a></code></pre></div>
<p><img 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" /><!-- --></p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" title="1">p <-<span class="st"> </span><span class="kw">ggplot</span>(mpg, <span class="kw">aes</span>(class, hwy)) <span class="op">+</span><span class="st"> </span><span class="kw">theme_ipsum_rc</span>()</a>
<a class="sourceLine" id="cb2-2" title="2"></a>
<a class="sourceLine" id="cb2-3" title="3">(p <span class="op">+</span><span class="st"> </span><span class="kw">geom_boxplot</span>()) <span class="op">+</span><span class="st"> </span>(p <span class="op">+</span><span class="st"> </span><span class="kw">geom_econodist</span>(<span class="dt">width =</span> <span class="fl">0.25</span>)) <span class="op">+</span><span class="st"> </span><span class="kw">plot_layout</span>(<span class="dt">ncol =</span> <span class="dv">1</span>)</a></code></pre></div>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" title="1">(p <span class="op">+</span><span class="st"> </span><span class="kw">geom_boxplot</span>() <span class="op">+</span><span class="st"> </span><span class="kw">coord_flip</span>()) <span class="op">+</span></a>
<a class="sourceLine" id="cb3-2" title="2">(p <span class="op">+</span><span class="st"> </span><span class="kw">geom_econodist</span>(<span class="dt">tenth_col =</span> ft_cols<span class="op">$</span>blue, <span class="dt">ninetieth_col =</span> ft_cols<span class="op">$</span>red) <span class="op">+</span></a>
<a class="sourceLine" id="cb3-3" title="3"><span class="st"> </span><span class="kw">coord_flip</span>()) <span class="op">+</span></a>
<a class="sourceLine" id="cb3-4" title="4"><span class="st"> </span><span class="kw">plot_layout</span>(<span class="dt">ncol =</span> <span class="dv">1</span>)</a></code></pre></div>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAqAAAAHgCAMAAABNUi8GAAAA8FBMVEUAAAAAADoAAGYAOpAAZrYLU8EzMzM6AAA6ADo6AGY6OpA6ZrY6kNtNTU1NTW5NTY5Nbm5NbqtNjshmAABmADpmAGZmOpBmZgBmZmZmkJBmtv9reoNuTU1uTW5uTY5ubm5uq+SOTU2OTW6OyMiOyP+QOgCQOjqQOmaQZgCQkGaQ27aQ2/+rbk2rq26rq46ryKur5Mir5OSr5P+2ZgC2Zjq225C2/7a2//+4wcXIjk3I5KvI5P/I///MzMzbkDrb///h6u3kq27k/+Tk////AFX/tmb/yI7/25D/5Kv/5Mj/5OT//7b//8j//9v//+T///8MMPJ1AAAACXBIWXMAAA7DAAAOwwHHb6hkAAAaYUlEQVR4nO2dDXvbtrWAlSb3blkt59pbui2xPTtzs3X2ktXr6vnWdar6WlYX2fz//+YSICGRlESKBEAcmO/7xI/1wXMIUW9IAcYRRgmAYEahGwBQB4KCaBAURIOgIBoEBdEgKIgmSkF/JJ2YfL7TFQW9ef7pZjR643aPPojsGItKJ7x5dYJ+/t1Z+u/+5aXbXXogsmMsKp3w5tUK+voyPYci6NNOJ7x59Zf40bOzOy7xTzud8ObVChoNTQflvxtomc5x68KmE968gQia/6qaWH5663QtkZ1OePOG0YtH0P7y0YtfA4LKyUcvfg0IKicfvfg1IKicfIPoJK12rOsJK2i1tZX7DU87f7FtQdDZwXg8Pk1mhxfp7cNvz4/TxyavrjcHrBv6qSWooNXWVu43PO3+xbYlYkHTLnzKF5afQTMxD05zQS8me7fJo7b0xw3o92zTk4sN2pC1ZKOgLalvbeV+w9PNLxY0awRNu/B3L5KbF3Z+JrOj64Kohxfqt769EecnFc6g/eXrtxef/bPcx9V4vJ8sBVVnT3UWraHlW8ZnUBviFfTh/Vn6z8Uw0/xk/OraCJpM937WV3h30IuXk6/Pz6Cpm3ej0Y6L/cxPFp9Bk/m7j0c1XaQOIKicfPH14qeqw56KOT85TjtHuxfqmr/vdhcIKidffIIm0/F4vHuRDTf9+d2FeuDU7R4QVE6+3gT9/NvRyMkwUw8gqJx8EZ5B/cN8UDn5EHQNkR1jUemEN69WUDVR5ObZmds9+iCyYywqnfDmNcwHTfRYk9tdeiCyYywqnfDm1Q7Uf61m2t09/+R2lx6I7BiLSie8ebWXeN2Rj6ATH9sxFpVOePPoJPlL13aSVFvctFLowduYDkHdCbrhYUdmIWg8yDzGCOojHYIiqOh02wpaP+W4iV9+sAheReYxRlAf6XoR1M7uVWQeYwT1kQ5BEdRhuraDDSvbby9ouTbzYnb4YTxWhRuP51lFR/57dvgx3fBYba02zjfSwcdmI3XP6ZR6BLXA58FrOxy2uv3WglZrM2cHe7eP5/uJ+pmfnCbmtno8mSgrJ6+uZwevrs0G6r65nZ9BQxcKbsLvQKUzQf3g/ki62b5R0Gpt5sHpokZToefNT5WTp1rk0kb/uU1KG3OJ95e+NU/kDFqtzdTCpmfDaf4NDFN9Jc8dLFYYZ6fPbFa92RhB/aVvzVP5DFqpzWwl6PxkV9fCI2gyMEHdp6vtxRdqM0u/U6aq6mhaKC5eXuKPrrW96RZc4hMEtUy3SdBqbWaxk1T8qQiadYyUvbOD3Ytir8rrqxCRDkF9pNt4Bq3UZuoRpMLw0nKYqXSJzzdKP8Du/kP39c19p4XHMo8xgvpI5/Rv8a4v5ZuQeYwR1Ec6BGU+qOh0CDqwdMKbx3S7oacT3jwEHXo64c1D0KGnE948BB16OuHNe5qCWnaAI3vLZOVD0DWsCFq5WxUSQf3lQ9A1IKicfAi6BgSVky8SQQtD9D2M1iOonHyRCFoAQUWnE948mYK2/UNzv4Lats4SBLXB1HEqKwsT8Kbj/ZVy0M20ngrRq6DWrbMEQW0wU5T1inKLEk41s746iVnt3FEt4GoZZrlRq4LW07nyEPzhTNBFseeyvuPjwfFqOWhNEs6gPaYT3jz3l/gLU7q0qJDT3+GwptJzM3wG7S+d8Ob1IujpVf6pdFtB20IvXk4+6YLmdZzlb2lQlXbVSk+7/ZRBUDn5xAta6iSZOs/JbqEcdNFJcgaCysknXdC8jrMyzPR4vndbLQd1CILKySde0KZReR9/WEJQOfkQdA3MB5WTD0HXENkxFpVOePOe5nQ70oXLh6BriOwYi0onvHkIOvR0wpuHoENPJ7x5CNohXctBAtkGCG8egnZI13KYVbYBwpuHoB3SIWjAdAiKoKLTuRC035LOBEEl5YtB0N5BUDn5EHQNPU+BR9CA6ToKWlmi8yK7r25+e66W5dTrIur1Os0zLqk/KM6LiBA0YLqugpaW6MyW8sxvTtJbj+fHZr1O84zaeT9Yl2G2Lhp11XJYYi1ocYnO0lKeqp9UXK+zuaqzNZxB5eSTegatrIBYuJmePZOJXmpOr7S03NIdfAaVky8+QZPp3s+po2a9zgCCuk6HoAHTeRB0/u7j0XVSWq8TQbuDoF2oEzRb+NCs14mgliBoF2oFnepRpXy9TgS1BEHjA0Hl5EPQNTAfVE4+BF1DZMdYVDrhzUPQoacT3jwEHXo64c1D0KGnE948BB16OuHNQ9D+0zUOAvQ6KBDZwUNQ/+mahlGrIGgRBEVQ0ekQFEFFp3MgqPlDu1lFIXH+t/cqcR1jBLVJ5/AMWhDUM3EdYwS1SYegCCo6XTdBq0WdyfxkvPshFVSXcubLIY7H+rZaW8GxunEdYwS1SddR0EpRp1pzZn6ib+pauvwzqFmZJqtR6quq0zt245rNgrYj9NHwhK2g5aJOfXVXruYLduWCqhXn9FOeV5qTnY4zqE26rpf48oR6fYZUdl5layJlgupq+Im+0o+PLRteIq5jjKA26RwLqk6W4/xSr6qSzNXdLXEdYwS1SedGUH0dN734bG3Z3E/zyylxHWMEtUnnRtD5yb7uJGlHC981kiR6VUTXlsZ1jBHUJp0bQRfDTNm3iahHr/RHz91sCU/HZ9G4jjGC2qTjb/EIKjodgjIfVHQ6BB1YOuHNQ9ChpxPePAQdejrhzUPQoacT3jwEHXo64c1D0P7T0Yu3SYegjIOKToegCCo6HYIiqOh0/Qj6yw9O08V1jBHUJl0vgrquQo7rGCOoTToEHZigK6MErZ5exa55zWMWrQVVs+f2l78r9Z0fxmM9uT5bpzPfSN2j5GNxN6iga8axWjy9Bqvmre7OWlBVpKlK4EzBZrm+8+DVtdlA3Te38zNo6EJBV9iNa7qu6qyyRds7P+2amt11FbT0PTdT5WSxvjP/vVinM9+YS3zxLmfQmt1Zn0FN4ZFeSK600qG5o0+f2cx6szGCFu/yGbRmd/0IatbpRFCFLEEjO3jdL/GqzGhqvkvECKov8UfXpXU6EwQt30XQNum6dJKKPxVBs46RWafTbOT4i0UiO8YIapPOfpipdIn/kD2Zr9O52FgvL+uOuI4xgtqkczpQ7/l7axfEdYwR1CYdgjIfVHQ6BB1YOuHNY7rd0NMJbx6CDj2d8OYh6NDTCW8egg49nfDmIaiHdO165X23znM+BF2DsGNcNnBFSAS1SYegCCo6HYIiqOh0nQWdn4xr1+dyXMhZQtgxRlCP6boKqr6VXq+DtAGvf1QSdowR1GO6roLq+aA1FiLohqdbg6DdURbmq3MuluTMCjqzQs78sdnR392u1insGCOox3RWgqaXeLM6p1mS0xR0qsfNY7ODbDZof9WCfqkf6FwVNHR7o8SFoBM1cT5fndMsyVks6DSPmSWTnCHsJMAZ1GM6C0En6spuVudcLsmZFXQqQc1jzj+PCjvGCOoxXXdBr8zqXHp1TrMkpyno1ILmjyGoDQjajUmh25Nexs1ih8WCTvMYgtqAoJ0ofcNIescsyWkKOrOvx8keQ1AbELQT+efLU7M652JJTlPQqQo588cQ1AYEjQ9hxxhBPaZDUOaDik6HoANLJ7x5CDr0dMKbh6BDTye8eQg69HTCm/c0BIXhgKAgGgQF0SAoiAZBQTQICqIZtKCL0umrbIE8WaipNnqBPpGtU2SzgPw2b8iCLkqnJ3u3un5KFldq9YnjRGjrEvU/SE1f89y8IQtqSqezpcec1p06QJ+eTBmiuNYpJv+TNtF384YsqKa0QJ44JnndrMTWzY7+9zCf7OuxeYMXNL3Em+rT0E1ZRTVKausez0+Lpbu+djN0QVXpdH6Mna4Y7oK0l6RqZoS2bpKt4ua7eQMXVJdOSz1HJbppQlunvhCBM6hvstJpsZ/ysq+9kNk6U5TGZ1CP5KXTMvvJ5tQks3WaGb14ryyqTa8kjjSmnZDsawZEtk6jD6Dn5g1Z0EXptPn+HlmovyTpP9GIbJ1i8Zckj80bsqAQAQgKokFQEA2CgmgQFESDoCAaBAXRICiIBkEhNPcvLzc/iaAQGgQF0dy//P1o9Obh6zfJ/a/Pkrvnf01v/OZT/iSCQmjuf7WTavnpZie5Gb1Jbnbu0rs75kkEhdCoS3z6k541v/vmxcP7s89fffruzDyJoBCaXNDPr79//a+X37++fHj/t6/MFR5BITi5oMk///jlw/tvXiTJzR8WV3gEheAYQe9G2adQ3VcyICiExgiq+/BfXCbJw1+W404ICuK4/3J5G0FBGjfPlld4BAXZICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmgQFESDoCAaBAXRICiIBkFBNAgKokFQEA2CgmhkCPpjwOiw4bS9gaKgN88/3YxGb+x224kIDpSncNreQEHQz787S//dv7y0228XIjhQnsJpewNFQV9fpudQBO01nLY3ULrEj56d3XGJ7zWctjcgoZP0Xyk/WfBvm+BW4f+XUm19BG+yp3AEdW+YZTiC9r5zCb14BI0zfDC9eASNM3wwvXgEjTN8ML14S0HfvrUI/glBZe88+k7SW03n8J8QVPbOERRBRe+8fIlXfGH7GXR2MB6PT5PZ4UV6+/Db8+P0scmr680BNoK+fWttKIJK3nm5F3/3Irl5YbfbXMyD01zQi8nebfKoLf1xA0rQf3fECNo1vh1K0E2vApyyTtDXl9k/S0GPrguiHl6o3/r2RrjExxne9xn04f1Z+s9+mOlqPN5PloKqs6c6i24GQeMM7/0zaOrm3Wi0Y7dbxfxk/OraCJpM937WV/iNMMwUZ3jMvfj5yeIzaDJ/9/GopovEQH2s4ZEKOlUd9lTM+clx2jnavVDX/P3aCASNM7xfQT//djRyM8w0HY/HuxfZcNOf312oB05rAxA0zvBIz6DtQdA4wwcjaBQHylM4bW+gKKiaKHLz7Mxut52I4EB5CqftDZT/kpTosSa7/XYhggPlKZy2N1AcqP9azbS7e/7Jbr9diOBAeQqn7Q0UL/G6I2/die9CBAfKUzhtb4BOkkW4Hn6wG0PobwTCfbj9zteNilRAUAQNt3ME9RuOoJbhCOo3HEEtwxHUbziCWoY7FLR+ynETv/xQ/zyCVtlyDiGCGqwEbQxG0DJbz8JGUAOCrgFBLcNtBC3XZl7MDj+Mx6pw4/E8q+jIf88OP6YbHqut1cb5Rjr42Gyk7tVOqUfQMtuXqg5X0Gpt5uxg7/bxfD9RP/OT08TcVo8nE2Xl5NX17ODVtdlA3Te38zNo6EJB59iUo9bRb6lqQGqqZBsFrdZmHpwuajQVet78VDl5qkUubfSf26S0MZf4lmchLvELNl7iK7WZWtj0bDjNv4Fhqq/kuYPFCuPs9JnNqjcbI2jLNxlBF9R0kkq1ma0EnZ/s6lp4BO38JjPMlFPbiy/UZpZ+p0xV1dG0UFy8vMQfXWt70y24xPfwJocLDypotTaz2Ekq/lQEzTpGyt7Zwe5FsVdVC4LGGB72DFqpzdQjSIXhpeUwU+kSn2+UfoDd/Yfu65v79YXHCBpjePhLfFs6j+YjaIzhCNpL9ABmpXsKj29GPYLGtfMY2s50uwG8yZ7CEbSX6AG8yZ7CEbSX6AG8yZ7CByNoqO9myvuQT/9N9hSOoAgqOhxBEVR0OIIiqOjwmAQtjIC2HwztIGhpsg+ChgmPSdACPQhamS6JoGHCERRBRYfHIKgpk1NWFuY3Tcf7K9V2m2kraLWmDEHDhEchaD4DVC/YtaiQUxOXq3NEk81Fc21rz1zVlLGwoWCcCbqopVtOn/94cLxabVeThEt8nOFRnEHzKqRiAZIukV9TSLcRBI0zPFpBT6/yT6W+BGWYSUR4FILmZXLlInhVyFQtpKtJwkB9nOFxCFrqJJkyusluodpu0UnaBILGGR6FoHmZXGWY6fF877ZabbcZBI0zPA5Bm0bltxi3R9A4wxEUQUWHD0bQKA6Up3Da3oCE6XZRHChP4bS9AQQdwJvsKRxBe4kewJvsKRxBe4kewJvsKRxBe4neFL7t2MIWYwg1X0GEoA0gKIKK3jmCIqjonSMogoreuQtBrUo6NRIPVAdBN32xPIJ2D+cM6kzQzUtzIGj3cARFUNE77yhoZQXEi+y+uvntuVr1UC87p5dDNM84aKufaFeC1qxfiKDdw7sKWloBMVspMb85SW89nh+b5RDNM6pFUeGw1pTy0fZYC1pcAbG0UqLqJxWXQ2yu6pT5P5lLvIidd77ElxeYK9xMz57JRK/kpReyWW5p3VY/0QgqeufuBU2mez+njprlEIcjKMNMPsI9CDp/9/HoOikthzgQQTeBoN3DPQiarStnlkNEUAS1Cfch6FSPKuXLISIogtqEM1CPoKJ3jqAIKnrnCDqAN9lTOIL2Ej2AN9lTOIL2Ej2AN9lTOIL2Ej2AN9lTOIL2Ej2AN9lTOIL2Eh0y3PZbqTp/LVV9eM2og6tXvnU4giLoCghaBUHdGmYZjqBVENStYZbhT0xQ84d2s4pC0vy39yoIujXlKX0I2oKCoG1B0C2pTopG0BYgaGsQtJFuglaLOpP5yXj3QyqoLuXMl0Mcj/VttbZCk7oIuh0rlaMIup5qUadac2Z+om/qWrr8M6hZmSarUYqsqrMPQq1S2oCEKlRbQctFnfrqrlzNF+zKBVUrzumn6lea4wy6NVzit6M6oV6fIZWdV9maSJmguhp+oq/042MHbfUTjaArPGFB1clynF/qVVWSubo7aauf6KgEZZhpO6qC6uu46cVna8vmfppfLtrqJzoyQbcyzDL86Qk6P9nXnSTtaOG7RpJEr4rYaCmCujXMMvzpCboYZsq+TUQ9eqU/eu5mS3g2nUUR1K1hluHxC+oaBHVrmGU4glZBULeGWYYjaJWhCkrbG0HQAbzJnsIRtJfoAbzJnsIRtJfoAbzJnsIRtJfoAbzJnsIRtJdoevFbsaZnj6C9RCPoViBoqGgE3QoEDRWNoFvxtAX95Yf65xF0a/qYbreOJy1oYxUygm5JPxOW14Gg3UHQrjxFQdXsuf3l70p954fxWE+uz9bpzDdS9yj5WIfQqs51xCKoKtJUJXCmYLNc33nw6tpsoO6b2/kZNHShoDyEVnWuo+9Kz66Clr7nZqqcLNZ35r8X63TmG3OJ3wCX+EbaCmoKj/RCcqWVDs0dffrMZtabjRF0AwjaiBdBzTqdCNoAw0yNdL7EqzKjqfkuESOovsQfXZfW6UwQdCMM1DfSpZNU/KkImnWMzDqdZqOmLxZB0B4MswyPRdDVYabSJf5D9mS+TudiY728rHVb/UQj6FZEI2gdbb+3dgGC+jfMMhxBu4OgPYQjaHfiFZS2N8J0uwG8yZ7CEbSX6AG8yZ7CEbSX6AG8yZ7CEbSX6AG8yZ7CEbSXaB/h2/fO7b4dCUF7IoID1SocQZ2FIyiCholG0IDhCOosvLOg85Nx7fpcTYWcJSI4UK3Ctxa0PHkOQVfpKqj6Vnq9DtIG2v1RKYID1Sp8S0Gr048RdJWugur5oDUWIiiCOgm3+gyqLMxX51wsyZkVdGaFnPljs6O/N6zWGcGBahW+naArNZoIuoqVoOkl3qzOaZbkNAWd6nHz2Owgmw3aZ1FgWLar1qyp0ZSwWmZYXAg6URPn89U5zZKcxYJO85hZMmkzEfxPbhXOJd5ZuIWgE3VlN6tzLpfkzAo6laDmsebPoxEcqFbhCOosvLugV2Z1Lr06p1mS0xR0akHzxxC0RtH1jyOoobOgk0K3J72Mm8UOiwWd5jEE3QwD9Q10FbT0DSPpHbMkpynozL4eJ3sMQRG0c3hXQfPPl6dmdc7FkpymoFMVcuaPISiCdg7nb/EIGiYaQQOGI6izcAQdwJvsKRxBe4kewJvsKRxBe4kewJvsKRxBe4kewJvsKRxBe4kewJvsKXxAggJsAEFBNAgKokFQEA2CgmiCCzp/p2aS6EqmzTWinnZtKqev+t/3YudBXrmexqMX/wvx0s3Ot3rpwQXN5j1Pez9Khcrpyd6tLp8KsvMQrzzds1rZ4jgJ8tIXO9/qpQcWND2PaEEnfR+kZFk5na08Vl926m3nQV55NgHSlDj2/dLNzrd76YEFne5nk0Wv6heb9UdpfbwAOw/3ynW9bbCXrgTd6qUHv8Tnx+hP44bSeU+kV1lTfBpk5+FeuXrFwV662ud2L12GoLOD42RRwdwnqnI6f5f6P5Ppsu1ArzztqKgPwGFeerbz7V66DEE1Af4n68rpUKeRrGxbEeT0rV53uIuH+eDbuPNBC5qNIAT6ILYo2w4lqPpKjWCfQc1OIxE0+5/8ruMqS13JK6eDdGXNzsO8cnPmDDOAke98u5cuQ9DH89P+x0IX5+6rAIOBZudBXvlyryFeutn5di9dhqD67yp9v0uLymnz9T1Bdh7ilWd/zNF7DfDSFzvf6qUHFxSgDgQF0SAoiAZBQTQICqJBUBANgoJoEBREg6AQmvuXl5ufRFAIDYKCaO5f/n40evPw9Zvk/tdnyd3zv6Y3fvMpfxJBITT3v9pJtfx0s5PcjN4kNzt36d0d8ySCQmjUJT79Sc+a333z4uH92eevPn13Zp5EUAhNLujn19+//tfL719fPrz/21fmCo+gEJxc0OSff/zy4f03L5Lk5g+LKzyCQnCMoHej7FOo7isZEBRCYwTVffgvLpPk4S/LcScEBXHcf7m8jaAgjZtnyys8goJsEBREg6AgGgQF0SAoiAZBQTQICqL5f4IPmciNpc4XAAAAAElFTkSuQmCC" /><!-- --></p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" title="1">(p <span class="op">+</span><span class="st"> </span><span class="kw">geom_boxplot</span>(<span class="kw">aes</span>(<span class="dt">fill =</span> <span class="kw">factor</span>(drv)))) <span class="op">+</span></a>
<a class="sourceLine" id="cb4-2" title="2"><span class="st"> </span>(p <span class="op">+</span><span class="st"> </span><span class="kw">geom_econodist</span>(<span class="kw">aes</span>(<span class="dt">fill =</span> <span class="kw">factor</span>(drv)))) <span class="op">+</span></a>
<a class="sourceLine" id="cb4-3" title="3"><span class="st"> </span><span class="kw">plot_layout</span>(<span class="dt">ncol =</span> <span class="dv">1</span>)</a></code></pre></div>
<p><img 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" /><!-- --></p>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb5-1" title="1">gapminder <span class="op">%>%</span></a>
<a class="sourceLine" id="cb5-2" title="2"><span class="st"> </span><span class="kw">filter</span>(year <span class="op">%in%</span><span class="st"> </span><span class="kw">c</span>(<span class="dv">1952</span>, <span class="dv">1962</span>, <span class="dv">1972</span>, <span class="dv">1982</span>, <span class="dv">1992</span>, <span class="dv">2002</span>)) <span class="op">%>%</span></a>
<a class="sourceLine" id="cb5-3" title="3"><span class="st"> </span><span class="kw">filter</span>(continent <span class="op">!=</span><span class="st"> "Oceania"</span>) <span class="op">%>%</span></a>
<a class="sourceLine" id="cb5-4" title="4"><span class="st"> </span><span class="kw">ggplot</span>(<span class="kw">aes</span>(<span class="dt">x =</span> <span class="kw">factor</span>(year), <span class="dt">y =</span> lifeExp, <span class="dt">fill =</span> continent)) <span class="op">+</span></a>
<a class="sourceLine" id="cb5-5" title="5"><span class="st"> </span><span class="kw">geom_econodist</span>(</a>
<a class="sourceLine" id="cb5-6" title="6"> <span class="dt">median_point_size =</span> <span class="fl">1.2</span>,</a>
<a class="sourceLine" id="cb5-7" title="7"> <span class="dt">tenth_col =</span> <span class="st">"#b07aa1"</span>,</a>
<a class="sourceLine" id="cb5-8" title="8"> <span class="dt">ninetieth_col =</span> <span class="st">"#591a4f"</span>,</a>
<a class="sourceLine" id="cb5-9" title="9"> <span class="dt">show.legend =</span> <span class="ot">FALSE</span></a>
<a class="sourceLine" id="cb5-10" title="10"> ) <span class="op">+</span></a>
<a class="sourceLine" id="cb5-11" title="11"><span class="st"> </span>ggthemes<span class="op">::</span><span class="kw">scale_fill_tableau</span>(<span class="dt">name =</span> <span class="ot">NULL</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb5-12" title="12"><span class="st"> </span><span class="kw">coord_flip</span>() <span class="op">+</span></a>
<a class="sourceLine" id="cb5-13" title="13"><span class="st"> </span><span class="kw">labs</span>(</a>
<a class="sourceLine" id="cb5-14" title="14"> <span class="dt">x =</span> <span class="st">"Year"</span>, <span class="dt">title =</span> <span class="st">"Life Expectancy"</span>, <span class="dt">y =</span> <span class="ot">NULL</span>,</a>
<a class="sourceLine" id="cb5-15" title="15"> <span class="dt">caption =</span> <span class="st">"Example borrowed from @cmdline_tips"</span></a>
<a class="sourceLine" id="cb5-16" title="16"> ) <span class="op">+</span></a>
<a class="sourceLine" id="cb5-17" title="17"><span class="st"> </span><span class="kw">facet_wrap</span>(<span class="op">~</span>continent, <span class="dt">nrow =</span> <span class="dv">4</span>) <span class="op">+</span></a>
<a class="sourceLine" id="cb5-18" title="18"><span class="st"> </span><span class="kw">theme_ipsum_rc</span>() -><span class="st"> </span>gmgg</a>
<a class="sourceLine" id="cb5-19" title="19"></a>
<a class="sourceLine" id="cb5-20" title="20"><span class="kw">grid.newpage</span>()</a>
<a class="sourceLine" id="cb5-21" title="21">gmgg <span class="op">%>%</span><span class="st"> </span></a>
<a class="sourceLine" id="cb5-22" title="22"><span class="st"> </span><span class="kw">add_econodist_legend</span>(</a>
<a class="sourceLine" id="cb5-23" title="23"> <span class="kw">econodist_legend_grob</span>(</a>
<a class="sourceLine" id="cb5-24" title="24"> <span class="dt">tenth_col =</span> <span class="st">"#b07aa1"</span>,</a>
<a class="sourceLine" id="cb5-25" title="25"> <span class="dt">ninetieth_col =</span> <span class="st">"#591a4f"</span>,</a>
<a class="sourceLine" id="cb5-26" title="26"> ), </a>
<a class="sourceLine" id="cb5-27" title="27"> <span class="dt">below =</span> <span class="st">"axis-b-1-4"</span>, </a>
<a class="sourceLine" id="cb5-28" title="28"> <span class="dt">just =</span> <span class="st">"right"</span></a>
<a class="sourceLine" id="cb5-29" title="29"> ) <span class="op">%>%</span><span class="st"> </span></a>
<a class="sourceLine" id="cb5-30" title="30"><span class="st"> </span><span class="kw">grid.draw</span>()</a></code></pre></div>
<p><img 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" /><!-- --></p>
</div>
<div id="references" class="section level1">
<h1>References</h1>
<p><a href="https://rud.is/b/2019/07/15/quick-hit-a-different-diminutive-look-at-distributions-with-ggeconodist/" class="uri">https://rud.is/b/2019/07/15/quick-hit-a-different-diminutive-look-at-distributions-with-ggeconodist/</a> <a href="https://cinc.rud.is/web/packages/ggeconodist/" class="uri">https://cinc.rud.is/web/packages/ggeconodist/</a></p>
</div>
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