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} a[href^="https:"] { text-decoration: underline; } code > span.kw { color: #555; font-weight: bold; } code > span.dt { color: #902000; } code > span.dv { color: #40a070; } code > span.bn { color: #d14; } code > span.fl { color: #d14; } code > span.ch { color: #d14; } code > span.st { color: #d14; } code > span.co { color: #888888; font-style: italic; } code > span.ot { color: #007020; } code > span.al { color: #ff0000; font-weight: bold; } code > span.fu { color: #900; font-weight: bold; } code > span.er { color: #a61717; background-color: #e3d2d2; } </style> </head> <body> <h1 class="title toc-ignore">Plotting with markdown text</h1> <p>The ggtext package defines two new geoms, <code>geom_richtext()</code> and <code>geom_textbox()</code>, which can be used to plot with markdown text. They draw simple text labels (without word wrap) and textboxes (with word wrap), respectively.</p> <div id="simple-text-labels" class="section level3"> <h3>Simple text labels</h3> <p>Markdown-formatted text labels can be placed into a plot with <code>geom_richtext()</code>. This geom is mostly a drop-in replacement for <code>geom_label()</code> (or <code>geom_text()</code>), with added capabilities.</p> <p>As a first example, we will annotate a plot of linear regressions with their <em>r</em><sup>2</sup> values. We will use the <code>iris</code> dataset for this demonstration. In our first iteration, we will not yet use any ggtext features, and instead plot the text with <code>geom_text()</code>.</p> <div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(ggplot2)</span> <span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(dplyr)</span> <span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(glue)</span> <span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a></span> <span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a>iris_cor <span class="ot"><-</span> iris <span class="sc">%>%</span> </span> <span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a> <span class="fu">group_by</span>(Species) <span class="sc">%>%</span></span> <span id="cb1-7"><a href="#cb1-7" aria-hidden="true" tabindex="-1"></a> <span class="fu">summarize</span>(<span class="at">r_square =</span> <span class="fu">cor</span>(Sepal.Length, Sepal.Width)<span class="sc">^</span><span class="dv">2</span>) <span class="sc">%>%</span></span> <span id="cb1-8"><a href="#cb1-8" aria-hidden="true" tabindex="-1"></a> <span class="fu">mutate</span>(</span> <span id="cb1-9"><a href="#cb1-9" aria-hidden="true" tabindex="-1"></a> <span class="co"># location of each text label in data coordinates</span></span> <span id="cb1-10"><a href="#cb1-10" aria-hidden="true" tabindex="-1"></a> <span class="at">Sepal.Length =</span> <span class="dv">8</span>, <span class="at">Sepal.Width =</span> <span class="fl">4.5</span>,</span> <span id="cb1-11"><a href="#cb1-11" aria-hidden="true" tabindex="-1"></a> <span class="co"># text label containing r^2 value </span></span> <span id="cb1-12"><a href="#cb1-12" aria-hidden="true" tabindex="-1"></a> <span class="at">label =</span> <span class="fu">glue</span>(<span class="st">"r^2 = {round(r_square, 2)}"</span>)</span> <span id="cb1-13"><a href="#cb1-13" aria-hidden="true" tabindex="-1"></a> )</span> <span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a></span> <span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a>iris_cor</span> <span id="cb1-16"><a href="#cb1-16" aria-hidden="true" tabindex="-1"></a><span class="co">#> # A tibble: 3 × 5</span></span> <span id="cb1-17"><a href="#cb1-17" aria-hidden="true" tabindex="-1"></a><span class="co">#> Species r_square Sepal.Length Sepal.Width label </span></span> <span id="cb1-18"><a href="#cb1-18" aria-hidden="true" tabindex="-1"></a><span class="co">#> <fct> <dbl> <dbl> <dbl> <glue> </span></span> <span id="cb1-19"><a href="#cb1-19" aria-hidden="true" tabindex="-1"></a><span class="co">#> 1 setosa 0.551 8 4.5 r^2 = 0.55</span></span> <span id="cb1-20"><a href="#cb1-20" aria-hidden="true" tabindex="-1"></a><span class="co">#> 2 versicolor 0.277 8 4.5 r^2 = 0.28</span></span> <span id="cb1-21"><a href="#cb1-21" aria-hidden="true" tabindex="-1"></a><span class="co">#> 3 virginica 0.209 8 4.5 r^2 = 0.21</span></span> <span id="cb1-22"><a href="#cb1-22" aria-hidden="true" tabindex="-1"></a></span> <span id="cb1-23"><a href="#cb1-23" aria-hidden="true" tabindex="-1"></a>iris_facets <span class="ot"><-</span> <span class="fu">ggplot</span>(iris, <span class="fu">aes</span>(Sepal.Length, Sepal.Width)) <span class="sc">+</span></span> <span id="cb1-24"><a href="#cb1-24" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_point</span>() <span class="sc">+</span> </span> <span id="cb1-25"><a href="#cb1-25" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_smooth</span>(<span class="at">method =</span> <span class="st">"lm"</span>, <span class="at">formula =</span> y <span class="sc">~</span> x) <span class="sc">+</span></span> <span id="cb1-26"><a href="#cb1-26" aria-hidden="true" tabindex="-1"></a> <span class="fu">facet_wrap</span>(<span class="sc">~</span>Species) <span class="sc">+</span></span> <span id="cb1-27"><a href="#cb1-27" aria-hidden="true" tabindex="-1"></a> <span class="fu">theme_bw</span>()</span> <span id="cb1-28"><a href="#cb1-28" aria-hidden="true" tabindex="-1"></a></span> <span id="cb1-29"><a href="#cb1-29" aria-hidden="true" tabindex="-1"></a>iris_facets <span class="sc">+</span> </span> <span id="cb1-30"><a href="#cb1-30" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_text</span>(</span> <span id="cb1-31"><a href="#cb1-31" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> iris_cor,</span> <span id="cb1-32"><a href="#cb1-32" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(<span class="at">label =</span> label),</span> <span id="cb1-33"><a href="#cb1-33" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">1</span>, <span class="at">vjust =</span> <span class="dv">1</span></span> <span id="cb1-34"><a href="#cb1-34" aria-hidden="true" tabindex="-1"></a> )</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>This code works, but the result is not fully satisfying. First, because <em>r</em> is a mathematical variable, it should be typeset in italics. Second, it would be nicer to have a superscript 2 instead of ^2. We can achieve both results by creating a markdown label and plotting it with <code>geom_richtext()</code>.</p> <div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(ggtext)</span> <span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a></span> <span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>iris_cor_md <span class="ot"><-</span> iris_cor <span class="sc">%>%</span> </span> <span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">mutate</span>(</span> <span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a> <span class="co"># markdown version of text label</span></span> <span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a> <span class="at">label =</span> <span class="fu">glue</span>(<span class="st">"*r*<sup>2</sup> = {round(r_square, 2)}"</span>)</span> <span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a> )</span> <span id="cb2-8"><a href="#cb2-8" aria-hidden="true" tabindex="-1"></a></span> <span id="cb2-9"><a href="#cb2-9" aria-hidden="true" tabindex="-1"></a>iris_cor_md</span> <span id="cb2-10"><a href="#cb2-10" aria-hidden="true" tabindex="-1"></a><span class="co">#> # A tibble: 3 × 5</span></span> <span id="cb2-11"><a href="#cb2-11" aria-hidden="true" tabindex="-1"></a><span class="co">#> Species r_square Sepal.Length Sepal.Width label </span></span> <span id="cb2-12"><a href="#cb2-12" aria-hidden="true" tabindex="-1"></a><span class="co">#> <fct> <dbl> <dbl> <dbl> <glue> </span></span> <span id="cb2-13"><a href="#cb2-13" aria-hidden="true" tabindex="-1"></a><span class="co">#> 1 setosa 0.551 8 4.5 *r*<sup>2</sup> = 0.55</span></span> <span id="cb2-14"><a href="#cb2-14" aria-hidden="true" tabindex="-1"></a><span class="co">#> 2 versicolor 0.277 8 4.5 *r*<sup>2</sup> = 0.28</span></span> <span id="cb2-15"><a href="#cb2-15" aria-hidden="true" tabindex="-1"></a><span class="co">#> 3 virginica 0.209 8 4.5 *r*<sup>2</sup> = 0.21</span></span> <span id="cb2-16"><a href="#cb2-16" aria-hidden="true" tabindex="-1"></a></span> <span id="cb2-17"><a href="#cb2-17" aria-hidden="true" tabindex="-1"></a>iris_facets <span class="sc">+</span> </span> <span id="cb2-18"><a href="#cb2-18" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_richtext</span>(</span> <span id="cb2-19"><a href="#cb2-19" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> iris_cor_md,</span> <span id="cb2-20"><a href="#cb2-20" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(<span class="at">label =</span> label),</span> <span id="cb2-21"><a href="#cb2-21" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">1</span>, <span class="at">vjust =</span> <span class="dv">1</span></span> <span id="cb2-22"><a href="#cb2-22" aria-hidden="true" tabindex="-1"></a> )</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>By default, <code>geom_richtext()</code> puts a box around the text it draws. We can suppress the box by setting the fill and outline colors to transparent (<code>fill = NA, label.colour = NA</code>).</p> <div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a>iris_facets <span class="sc">+</span> </span> <span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_richtext</span>(</span> <span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> iris_cor_md,</span> <span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(<span class="at">label =</span> label),</span> <span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">1</span>, <span class="at">vjust =</span> <span class="dv">1</span>,</span> <span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a> <span class="co"># remove label background and outline</span></span> <span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a> <span class="at">fill =</span> <span class="cn">NA</span>, <span class="at">label.color =</span> <span class="cn">NA</span>,</span> <span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a> <span class="co"># remove label padding, since we have removed the label outline</span></span> <span id="cb3-9"><a href="#cb3-9" aria-hidden="true" tabindex="-1"></a> <span class="at">label.padding =</span> grid<span class="sc">::</span><span class="fu">unit</span>(<span class="fu">rep</span>(<span class="dv">0</span>, <span class="dv">4</span>), <span class="st">"pt"</span>) </span> <span id="cb3-10"><a href="#cb3-10" aria-hidden="true" tabindex="-1"></a> )</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>We can separately choose the colors of label outline, label fill, and label text, and we can assign them via aesthetic mapping as well as by direct specification, as is usual in ggplot2.</p> <div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a>iris_facets <span class="sc">+</span> </span> <span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(<span class="at">colour =</span> Species) <span class="sc">+</span></span> <span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_richtext</span>(</span> <span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> iris_cor_md,</span> <span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(</span> <span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a> <span class="at">label =</span> label,</span> <span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a> <span class="at">fill =</span> <span class="fu">after_scale</span>(<span class="fu">alpha</span>(colour, .<span class="dv">2</span>))</span> <span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a> ),</span> <span id="cb4-9"><a href="#cb4-9" aria-hidden="true" tabindex="-1"></a> <span class="at">text.colour =</span> <span class="st">"black"</span>,</span> <span id="cb4-10"><a href="#cb4-10" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">1</span>, <span class="at">vjust =</span> <span class="dv">1</span></span> <span id="cb4-11"><a href="#cb4-11" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">+</span></span> <span id="cb4-12"><a href="#cb4-12" aria-hidden="true" tabindex="-1"></a> <span class="fu">theme</span>(<span class="at">legend.position =</span> <span class="st">"none"</span>)</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>Rotated labels are also possible, though in most cases it is not recommended to use them.</p> <div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>iris_facets <span class="sc">+</span> </span> <span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(<span class="at">colour =</span> Species) <span class="sc">+</span></span> <span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_richtext</span>(</span> <span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> iris_cor_md,</span> <span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(</span> <span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a> <span class="at">x =</span> <span class="fl">7.5</span>,</span> <span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a> <span class="at">label =</span> label,</span> <span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a> <span class="at">fill =</span> <span class="fu">after_scale</span>(<span class="fu">alpha</span>(colour, .<span class="dv">2</span>))</span> <span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a> ),</span> <span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a> <span class="at">text.colour =</span> <span class="st">"black"</span>,</span> <span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">1</span>, <span class="at">vjust =</span> <span class="dv">1</span>,</span> <span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a> <span class="at">angle =</span> <span class="dv">30</span></span> <span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">+</span></span> <span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a> <span class="fu">theme</span>(<span class="at">legend.position =</span> <span class="st">"none"</span>)</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> </div> <div id="text-boxes" class="section level3"> <h3>Text boxes</h3> <p>Markdown-formatted text boxes (with word wrap) can be placed into a plot with <code>geom_textbox()</code>. It is generally necessary to specify a width for the box. Widths are specified in grid units, and both absolute (e.g., <code>"cm"</code>, <code>"pt"</code>, or <code>"in"</code>) and relative (<code>"npc"</code>, Normalised Parent Coordinates) units are possible.</p> <div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>df <span class="ot"><-</span> <span class="fu">data.frame</span>(</span> <span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a> <span class="at">x =</span> <span class="fl">0.1</span>,</span> <span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a> <span class="at">y =</span> <span class="fl">0.8</span>,</span> <span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a> <span class="at">label =</span> <span class="st">"*Lorem ipsum dolor sit amet,* consectetur adipiscing</span></span> <span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a><span class="st">elit. Quisque tincidunt eget arcu in pulvinar. Morbi varius leo</span></span> <span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a><span class="st">vel consectetur luctus. **Morbi facilisis justo non fringilla.**</span></span> <span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a><span class="st">Vivamus sagittis sem felis, vel lobortis risus mattis eget. Nam</span></span> <span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a><span class="st">quis imperdiet felis, in convallis elit."</span></span> <span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a>)</span> <span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a></span> <span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a>p <span class="ot"><-</span> <span class="fu">ggplot</span>() <span class="sc">+</span></span> <span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_textbox</span>(</span> <span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> df,</span> <span id="cb6-14"><a href="#cb6-14" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(x, y, <span class="at">label =</span> label),</span> <span id="cb6-15"><a href="#cb6-15" aria-hidden="true" tabindex="-1"></a> <span class="at">width =</span> grid<span class="sc">::</span><span class="fu">unit</span>(<span class="fl">0.73</span>, <span class="st">"npc"</span>), <span class="co"># 73% of plot panel width</span></span> <span id="cb6-16"><a href="#cb6-16" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">0</span>, <span class="at">vjust =</span> <span class="dv">1</span></span> <span id="cb6-17"><a href="#cb6-17" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">+</span></span> <span id="cb6-18"><a href="#cb6-18" aria-hidden="true" tabindex="-1"></a> <span class="fu">xlim</span>(<span class="dv">0</span>, <span class="dv">1</span>) <span class="sc">+</span> <span class="fu">ylim</span>(<span class="dv">0</span>, <span class="dv">1</span>)</span> <span id="cb6-19"><a href="#cb6-19" aria-hidden="true" tabindex="-1"></a></span> <span id="cb6-20"><a href="#cb6-20" aria-hidden="true" tabindex="-1"></a>p</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>If we specify a relative width, then changing the size of the plot will change the size of the textbox. The text will reflow to accommodate this change.</p> <div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>p</span></code></pre></div> <p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYAAAAGACAYAAACkx7W/AAAEDmlDQ1BrQ0dDb2xvclNwYWNlR2VuZXJpY1JHQgAAOI2NVV1oHFUUPpu5syskzoPUpqaSDv41lLRsUtGE2uj+ZbNt3CyTbLRBkMns3Z1pJjPj/KRpKT4UQRDBqOCT4P9bwSchaqvtiy2itFCiBIMo+ND6R6HSFwnruTOzu5O4a73L3PnmnO9+595z7t4LkLgsW5beJQIsGq4t5dPis8fmxMQ6dMF90A190C0rjpUqlSYBG+PCv9rt7yDG3tf2t/f/Z+uuUEcBiN2F2Kw4yiLiZQD+FcWyXYAEQfvICddi+AnEO2ycIOISw7UAVxieD/Cyz5mRMohfRSwoqoz+xNuIB+cj9loEB3Pw2448NaitKSLLRck2q5pOI9O9g/t/tkXda8Tbg0+PszB9FN8DuPaXKnKW4YcQn1Xk3HSIry5ps8UQ/2W5aQnxIwBdu7yFcgrxPsRjVXu8HOh0qao30cArp9SZZxDfg3h1wTzKxu5E/LUxX5wKdX5SnAzmDx4A4OIqLbB69yMesE1pKojLjVdoNsfyiPi45hZmAn3uLWdpOtfQOaVmikEs7ovj8hFWpz7EV6mel0L9Xy23FMYlPYZenAx0yDB1/PX6dledmQjikjkXCxqMJS9WtfFCyH9XtSekEF+2dH+P4tzITduTygGfv58a5VCTH5PtXD7EFZiNyUDBhHnsFTBgE0SQIA9pfFtgo6cKGuhooeilaKH41eDs38Ip+f4At1Rq/sjr6NEwQqb/I/DQqsLvaFUjvAx+eWirddAJZnAj1DFJL0mSg/gcIpPkMBkhoyCSJ8lTZIxk0TpKDjXHliJzZPO50dR5ASNSnzeLvIvod0HG/mdkmOC0z8VKnzcQ2M/Yz2vKldduXjp9bleLu0ZWn7vWc+l0JGcaai10yNrUnXLP/8Jf59ewX+c3Wgz+B34Df+vbVrc16zTMVgp9um9bxEfzPU5kPqUtVWxhs6OiWTVW+gIfywB9uXi7CGcGW/zk98k/kmvJ95IfJn/j3uQ+4c5zn3Kfcd+AyF3gLnJfcl9xH3OfR2rUee80a+6vo7EK5mmXUdyfQlrYLTwoZIU9wsPCZEtP6BWGhAlhL3p2N6sTjRdduwbHsG9kq32sgBepc+xurLPW4T9URpYGJ3ym4+8zA05u44QjST8ZIoVtu3qE7fWmdn5LPdqvgcZz8Ww8BWJ8X3w0PhQ/wnCDGd+LvlHs8dRy6bLLDuKMaZ20tZrqisPJ5ONiCq8yKhYM5cCgKOu66Lsc0aYOtZdo5QCwezI4wm9J/v0X23mlZXOfBjj8Jzv3WrY5D+CsA9D7aMs2gGfjve8ArD6mePZSeCfEYt8CONWDw8FXTxrPqx/r9Vt4biXeANh8vV7/+/16ffMD1N8AuKD/A/8leAvFY9bLAAAAOGVYSWZNTQAqAAAACAABh2kABAAAAAEAAAAaAAAAAAACoAIABAAAAAEAAAGAoAMABAAAAAEAAAGAAAAAAE9IQwkAAEAASURBVHgB7d0JvDxVdSfwQkDEBQG3YGKUOOOGYtAIOkoCiWQzLiQqLllAQaMmEzWKOhrFCIzGcQvGKBkNZlxHY1QUItFI2FwSIzEMcUFF0UCMCu7K1lPfa85L/Yvu6up+/d6r7nfO5/NedVXdusvvVp1z7rn3nrPTqKYqKRFIBBKBRGDbIXC9bdfibHAikAgkAolAQSAFQL4IiUAikAhsUwRSAGzTjs9mJwKJQCKQAiDfgUQgEUgEtikCKQC2acdnsxOBRCARSAGQ70AikAgkAtsUgV1Wtd1f//rX52raDW5wg+rKK6+srr322rme34iHdt111+qqq67aiKznyvP6179+ZfXw0Oqk34ZCO++8c6Xfvv/97w+lSpU6oWuuuWYwdfK9eY+GVCfv95DeJe/RTjvtNFedtOXGN77xxP5eWQHwgx/8YGKjJ9243vWuV+29996VZ+d5flK+67mu43fffffq29/+9nqyWeizN7rRjYoAGFKdbnjDG1bf+ta3FtrO9WSmz9TpG9/4xnqyWeizmC0ayrutLr63K664YlB1Gtq7pD74wEa832kC8hYmJQKJQCKwDRFIAbANOz2bnAgkAokABFIA5HuQCCQCicA2RSAFwDbt+Gx2IpAIJAIpAPIdSAQSgURgmyKQAmCbdnw2OxFIBBKBFAD5DiQCiUAisE0RSAGwTTs+m50IJAKJQAqAfAcSgUQgEdimCGyqALBz9Nxzz+2E+lOf+lR1xhlnVF/96ld3SGf3omfPO++8Qbkg2KGSeZIIJAKJwBIhsGkCgE+U4447rnrXu941EZ6Xvexl1Ytf/OLq4x//ePXYxz62+uIXv1jSfu9736uOPPLI6oMf/GD1hje8oTr22GOLK4KJGeWNRCARSAQSgakIbIoA+NznPlcYeJcvi4svvrg6++yzq5NPPrl6xjOeUT3ykY+s3vjGN5YGvPWtb60OOuig6jnPeU71qle9qvrud79bfeQjH5nauEyQCCQCiUAiMBmBTXEGh2E/+9nPrr72ta9Vp5122tjaEBL7779/xSEbusc97lG9973vLb8vuuii6ud//ufL77h34YUXVve+973Xrl1yySVrDtPCqdvazZ4/OFxCvCbussumQDO1Zurkbyj1UeHAaWh1GlJ9wvNm1mnqKz6o7y3e7yH123p4QHyrk3phU7jcXe9611L+mWeeOake1aWXXlrd9KY3Xbu/xx57FIHhwmWXXVY5D/L7S1/6UpyW4wknnFBMRE54Yjz//PN3uD/LSbOsWZ7byLThyXEjy5g171vc4hazPrKh6YdWH40dYp02tBPmyPwmN7lJ5W9INMR+m6dOlO8u2hQB0FWBuEdjavoEv/rqqwsjd7/rXjz/9Kc/vTrmmGPKqfTtSeRI13UkLW92s5tV3/zmN+fyvd2V97z31Ik/7y7z2bx5z/scASkewJDqhIEMqT677bZbYWrzvIfz9su05/iGR0PydX/zm9+89NuQXFQP7V1SH3wAX5qV8ELupCfRYAQA6faJT3xirZ4Cuuyzzz7l3EvSDPDi921uc5u1tH7c/va33+HciGJWCvMTQTSUYCc6XnCaodQHppj/0ALCDK0+YUIYUr9hBmhIdVKfIX1v6jO0d0l90Dz9FjytZDDm36ZMAo8pd+2SyV8rhO51r3tVF1xwQcWWT/s/9dRTqwMPPLCkO/jgg6vTTz+9pKNRWQp6wAEHrOWRPxKBRCARSARmR2DLBcATnvCEytp/ZoXHPe5x1dFHH139xm/8RhkWPupRjyotuv/971+JQmVl0OMf//jqoQ99aLXvvvvO3tp8IhFIBBKBRGANgZ3q4cUPxxdrl7b2h2EOe+C4OJZsvCZ4Y3jdVdN5TUC3utWtqssvv3wwsVyZgEyOC5s3FBLGz2sDp6HQXnvtNaj6eE/33HPPsrhhKBjFQoIhxSlm5vVu2+szFBrau6Q++EDTDN4XK3NRvtdJNJg5gKigAMj+xtHQVgqMq2NeSwQSgURgWRDYchPQsgCV9UwEEoFEYNUQSAGwaj2a7UkEEoFEoCcCKQB6ApXJEoFEIBFYNQRSAKxaj2Z7EoFEIBHoiUAKgJ5AZbJEIBFIBFYNgRQAq9aj2Z5EIBFIBHoikAKgJ1CZLBFIBBKBVUMgBcCq9Wi2JxFIBBKBngikAOgJVCZLBBKBRGDVEEgBsGo9mu1JBBKBRKAnAikAegKVyRKBRCARWDUEUgCsWo9mexKBRCAR6IlACoCeQGWyRCARSARWDYEUAKvWo9meRCARSAR6IpACoCdQmSwRSAQSgVVDIAXAqvVoticRSAQSgZ4IpADoCVQmSwQSgURg1RBIAbBqPZrtSQQSgUSgJwIpAHoClckSgUQgEVg1BFIArFqPZnsSgUQgEeiJQAqAnkBlskQgEUgEVg2BFACr1qPZnkQgEUgEeiKQAqAnUJksEUgEEoFVQyAFwKr1aLYnEUgEEoGeCKQA6AlUJksEEoFEYNUQSAGwaj2a7UkEEoFEoCcCKQB6ApXJEoFEIBFYNQRSAKxaj2Z7EoFEIBHoiUAKgJ5AZbJEIBFIBFYNgRQAq9aj2Z5EIBFIBHoikAKgJ1CZLBFIBBKBVUNgp1FNq9Yo7fn+978/V7NucIMbVFdeeWV17bXXzvX8Rjy06667VlddddVGZD1XnuqDhlanIdVn5513ruA073s4V8dMeeh61/uhvjekd9v3pt+uueaaKbXfvNur9L1dffXV1Y1vfOOJ4O0y8c6S37j88stnboEPxAv5ne98ZzAf7k477VTd9KY3ra644oqZ27NRD+y9994VvWEejDeqTnvttdeg6rP77rtXe+6556Dq5N1GQxJK++yzT/nevve9723UqzFzvkN7l9QHH5jne9ttt906258moE548mYikAgkAquLQAqA1e3bbFkikAgkAp0IpADohCdvJgKJQCKwugikAFjdvs2WJQKJQCLQiUAKgE548mYikAgkAquLQAqA1e3bbFkikAgkAp0IpADohCdvJgKJQCKwugikAFjdvs2WJQKJQCLQiUAKgE548mYikAgkAquLQAqA1e3bbFkikAgkAp0IpADohCdvJgKJQCKwugikAFjdvs2WJQKJQCLQiUAKgE548mYikAgkAquLQAqA1e3bbFkikAgkAp0IpADohCdvJgKJQCKwugikAFjdvs2WJQKJQCLQiUAKgE548mYikAgkAquLQAqA1e3bbFkikAgkAp0IpADohCdvJgKJQCKwugikAFjdvs2WJQKJQCLQiUAKgE548mYikAgkAquLwC6r27TlbdmXvvSl6n3ve1/1T//0T9W1115bveMd76j222+/6oADDhhEo653vR/qDeo2FFKnIdVnp512qnbeeefq6quvHgpElTqh0Wg0mDrtsssu1TXXXDOoOsW79I1vfKP60R/90eo+97lPdcghh1S77rrrYHBbVEVSACwKyQXlg9mfeeaZ1RFHHFH99m//dnXzm998QTlnNolAIjALAoT3v/zLv1R/+Zd/Wf3t3/5t9bSnPa262c1uNksWg0+bAmBAXYTx/6//9b+qT3ziE9VNbnKTAdUsq5IIbD8EjE7udre7lb83vvGN1c/93M9VZ5999kp9mzkHMJD3+mMf+1j1+te/Ppn/QPojq5EINBF49KMfXZ144onVi170ouqqq65q3lrq3ykABtJ9b3/728vLlZr/QDokq5EItBB47GMfW/3Ij/xIdd5557XuLO9pCoAB9N3nP//56vrXv35197vffQC1ySokAonAJAQOP/zw6kMf+tCk20t3PQXAALrsoosuqu5617sOoCZZhUQgEehCYP/9968obKtCKQAG0JNf+9rXqlvf+tYDqElWIRFIBLoQMFI3ObwqlAJgAD1pfXaftdlGCs94xjMqAmOZ6MMf/nD1P//n/1ymKu9Q10suuaTg/p3vfGeH65NO/viP/7h6//vfP+n2Qq9/97vfLXVTx6AvfvGL8XMwxyHWaTDgbGFFUgBsIfizFn366adXJ510UnXTm9501ke3NP273vWu6u///u+3tA7rKdwa8D//8z+vbnSjG03Nxma0Zz/72dXXv/71qWkXkeCf//mfqz/7sz+r9thjj5Kdicr//b//9yKyXlgeQ6zTwhq35BmtzlhmyTuiT/U/+tGPlt3AyzYEXWbtX7/A/ad+6qf6dFHZOPTtb3+7ute97tUr/XoTHXTQQWvC5sorr6ze8IY3lI1L6813Uc8PsU6Latsq5LNpI4CvfvWrxb3Bpz71qbG4XXrppWV23Qx7/DEdBH384x+vnMffZmlYUf4QjrToaYzllFNOqR72sIdVhx56aPXc5z63YiII+tM//dPqr/7qrwqT+MVf/MXqrLPOKrfe+c53VrQ0G11OOOGEykcb9A//8A/lHvcUj3/846tf+qVfqmj0NN2XvvSl1S/8wi9UT33qUyv9O46smf6t3/qt6v/9v/9XbhvBvO1tb6uYSX7+53++5GHLfZDfr3nNa6pf+ZVfqX73d393B1OKvRLq2TSXqYt2Itcf85jHlNGG9dqHHXZY9ZznPKdc/8AHPlB2V9thPW0Z35ve9KbKao+jjjqqTPgRAAceeGBUserCWFq7t/fdd9+SXnuMCNTlQQ96UPV//+//XctHfbXnM5/5THXssceWNjf7KxJ+8pOfLG2ENWHKFBj0spe9rIxOjAS0Td8ZAUwacV122WVlFKkuytb3sa59XvwmvT996xRtyePmI7ApAgDz9jF9+tOfLi86JtQmL7UXKf5e9apXlY0X0tmS/fSnP70wL8/6+/KXv9zOYqXPMRL4dQmAI488sjAKzPPoo48umuBDH/rQNVxe/epXF3MB5mjV0Z3udKfqxS9+cfU7v/M71X/9r/+1PPOWt7ylMPp46LTTTisM/zd/8zern/zJn6xud7vbVb/+679ePeQhDyl9oF/f/OY3V6997WvjkR2OdjX/xV/8RbX33nuX66985SurJz/5yRVGJB/mCy4vgv7gD/6gvAPq9GM/9mNF4IQiwARGCIRPG89g1rEqg3LBVOPZb37zm5XNO9pKIL7kJS8pDJgd/7//9/8exV3n+Id/+IfVs571rCIA+IEhCLQhcJ+GcVNIf+UrXymYnX/++dXv/d7vlVEEAaWOSH/a/EfQfeELX6jue9/7Vje84Q13qBPmTFDyKwQ3/qEIE/5zEIH6rW99q9p9993LUuJ99tmn1Fk/tekHP/hBRfD/9V//dfWIRzyi+Jci1E8++eSSdB78ut6fPnVq1zHPNxmBWupvONXMY1R/BKWc+sMf1QxqVL+ME8v9/ve/P6o/3tE555xT0tQa0qjWIiemH3fjX//1X0ez/qkbqkcXMz87a1nN9LUWN6o1w3HNWLtWTyry4DWqmcbateaPmlGPdtttt9HnPve5tcvvfe97yzO1cB3VjG9UM5FRzQxHNfMoaWrXE6Pa8dXIMejUU08t12pNtFzSVzUjHgU2f/d3f1fyrLX0eGRUO8oa1X5S1s6bP2pBXp537YorrhjVzHtUa8RrSWo/K6Pafr32PtQMbPTyl7987f4LXvCCUc0ky3mttY5qwbZ2z4+a0Y3q0US5Jh2MagVhLc0tb3nLUa05j2ololz7kz/5k9Ftb3vbtfvNH3CozWujCy+8cO1yzShLnv/2b/82moaxh+55z3uOnve855Xna+E4+umf/um1sl2sBciodupX7v+f//N/St61AC3n4/75BmonZKOLL7643K7NSyN1qkcFo3//938vz9cj5nLPN/Jrv/Zr47Ip12o3BqNa2Kxh7eIxxxwzeuADH1juz4pfn/dnWp1KwUv2r1YKNpU/fO973xvhiU2e0fd3vWCkE90NnwOgvTMfWD+LbnWrWxUthwYfw+Ryo/GPNskHB40IGSLTBmkutBgaUFtTYhKqgSrpefOjMc1KoVnO+/ys5UV65U0jmuWee+5Z/Zf/8l/GJmU2YQJoYhr41cyrYmKjNb7whS+sojyjLTsb+Tfxh5ggmHdo6PJi0njc4x5X+s192qwJx/rDdlqIhlwztv842/HQ1Ij9Nn/BZBRkFEJbrxlcdYc73KGqGVLRdK2iYTphwglSFxp6UM0Ay3Ohncv/jne8YxmdSKPNtPAnPelJa+8DDXrSnov3vOc9xQxz5zvfOYoo7y2TZC1IimmqC2PvKCye//znV/UHW7R7Jqrmu6hPzjjjjJK/9tzjHvco2vhaga0f7vt2eIPVDtgZcSEjIh4qjcyQ/Cb1g/vK9g7UQrDg8tnPfrY4OXvUox7ldjEbzYJf3/enq06l4CX81+zTja4+vuRvI8rccAHgA7R6IpgrsKxiwbCbzCpAZOrgEZPzpSBDZcNTO2UN95kN2GGbnjL/x//4H9UHP/jB8oihJ0Y1L232KptYwdFVXx+3icgmjs30vBa2TRv1aKAwe8IUZne5y12qn/iJn1h7DNPHXMIG7AaGwqZOUFu6p/9+9Vd/de0Z9WCLrkcb5Romoi+DCa8l/I8f0jP1oGDQYQ5yrR5RlLyiXpjnz/7szxZGzw1vrU1Xxx13XFEiCKVmOfq7zQDbdVVPJpQgdXjwgx8cpzscMfpaG97hGtNklDkNY8IFltJ7XwnS5tyBjOEVbr3VhS2+i7zL5557bnnfjz/++Mo8DgFy73vfuzB8fXuDG9ygmIHMFbTLi7wpYsq64IILSvsxevXExKN9+moW/Ka9P0xTXXWKui3bkRJDIdhsmqfMcXNKzXpvuAAgtcJeGQV7Gb2044iW7yXGgIJohf5C6zcKkC4Yi3RPfOITiwbstzIxpVkJc91rr70qqziaE6Gz5jNreuVNW2KIWbDDdxGNt0ls7xgE/0Ke/5mf+Znm7aKNE8KYbtAf/dEfFQYFawzBMUZv0sjHiCBIGvnT5NukXZhmk8HE6CPSYmb3u9/9iqD6jd/4jSLE1NOk7Ste8YoyCvj93//9qjbLlPo2tXejnmCA+gsDNmoIUlfacQgrWrmJSYx0HBEmzX73DnEF3MyzC2NY1OalwhwinWN8uPJ+61vfWuZaCApKStcKKfmZLLeyh60ePuZeeIzlO0r7AluT9ag2QY1rWlk8IcaE0bh5AoT5q4fvbR78MMKu9ycUskl1GlvRJbiIn83DX+Zt2o1vfOOi+BGos5LvLfjmuGen2x7GPTXDNf6zTbxh2kHAm7Tz1aSjl7xJzEXN53/8x3+8DO+baTApK1/81XbXkt4zs/zFx++jmOW59aYlELsIE/HhGpmYUG/+0fIRsxjmEucxMUvzR5hJWzu8//3vX5gApujlovmb1MNUEQbDBBFDz9qGX8xxzXyk8YG3GbvnTdjWBsi1JZTS0oAxfdqxCdB6nqKyksXz6qh8+HtOGmVj4Orn9+WXX14ENKEAh6gL04t+iHPlyy8YpHMMF9bNNK4HGRnAzftJczKRbkQaeUzDuMmQYci8hoF7/5knKTG+B5O5MPe+dTFH7TYSNtGNYIL5xAetvGiL/ORNsYJbmzB9z8f7QViGaczoax78pr0/7ToZvRN4RnLLTHBc7zc/y/P6098sz0Tace9CE/sNFwC0BGuV3/3ud5dyLT2kZftDF9e2X5oZUmnnTS3Pdc9YwYJ8mDbmYPTbhXzoyC5gDLn5V0+Ylnu0QtouWzHhSnu25BDzsnPYh68fmsS8csghhxQGzZxGgFhhhXGhttCgZWLUyg9qMqG4Fkf32PUJrnrSqqwaqic+qyc84QkVrcZqG+9FCBzMDqNXvvpoAxu67fdWNjGdsLMbbTCH3eY2t1ljzspyL+ruI1XfYJDqpD23q1fHNE2HUVdHK2MIGcySieS//bf/VtobTLoLY883BQ6c/uZv/qYsOdUfNGVtM88QoytzDV3eX5k8rYYzKtOuW9ziFmUUZEWTVUPMcyGcpCXcCI1xO8Vvf/vbl4AmlvHKC/MniEKozIPftPenXad6gUGZ02HWShoGAjvVL4CVBBtKXlbrnH1cPgyaJsaAvJAmJr0sJnsxBcPbJpkktJwPEzHxRxOzdE5ekyiG4JPuj7suP6YnWmYIpXHpFn0N47Xk0HLF9RJNk5CcJXIRDZWmO2lUtt46eR4jx2D1JVOLUZ3yxs1pqD/zUZhOmuWb0HZ93HPNdPP+9jkYbemPSe/XrBhj1CbwCbJ5SR6ERRfzJADg25xjaZcHW+92V5r2M9POu96fZp2M7MxTmcdYZjJPYiJ9s4iy7H2fx+xEIejq600RAAEUE4IPYV7y8oZJYFoe21UATMNlq+6zoxu5mWhN2p4IWKjx8Ic/fG3V0rKisEoCYMMngZudvB7mL5+wfTbzzN/LgYDRnbmZpO2LQL2noyhw2xeB4bV8UwXA8JqfNdosBJouEDarzCxnWAgYvScNC4HJRvRh1TNrkwgkAolAIrBgBFIALBjQzC4RSAQSgWVBIAXAsvTUEtfTqhMT+LPQuKWMszy/iLS8nYbHVHsIjjvuuF7ZWqtvya55j/XQovKZtw76TTsszUY2FtoYFzRPv8azeRwGAikAhtEPK1sLS9fsTbAUuC/ZabyZy+wm1et1r3tdWdvvPnckfQOt2Hxj/X4zStekMrquLyqfrjK67tmoZg+CZbGI76HaAVz5PU+/lgfz36AQyEngQXXH6lXGuvTYfdq3dbRtm7qGRJYv+utD9jnY9LVeWlQ+661HPB9O6JzP06+RTx6Hg0COAIbTF1NrwktqMCK7ZsN1hQc5VbPRylJLfmO4XAgSAMWuzY985CPFf5LAL/zh2JgTZCcor5D88vA5E6aPuG9XLQ+gkX+YBeK+9f388HO8FlqjzVxcNqBnPvOZFTcfQbRprhekP/HEE9faYlMggcEhIJOLTVd8INHAg2wIdM2mQGRnrB22yq/dIa8Fn4n0cWS+ECNAG+HYNGdIwy0F/1IcwvGT0yTts4MZ2dykfK4ojFZsTOTiwD4XxHTjfgTBoS2LZ8HHkTbz4d/com+TFy+nsLA7NwLWtPOx61sd7Yr/5V/+5eIyxe7aJjE7wZpDPZsvvRe1q+5mkuv8ntQX7YR2Zotl0NWv7WfyfNgIpAAYdv+s1c5GKh80d9AYuB3TbNTILlvXMKYja7fMGI+d1RyxIQxVIBbBW7hRwGhE/hJ8BfHNgmHYPczdsJ2HXG3wF4O4ZsY0MS3+cTBj+YcQwLDkKR9CgiM3/py4AeFOAfFeyYcTwqi1h+sKO8ExtAc84AHlHjcTvKPyT8PNASHFfQQmGWTXsmsYEbLBTFAZDuMsNRznXZVPHtjwGaV8u3IFywk32Birc075YCmASzPyFgxDA8aYlS+4ih2aBKbzRz7ykQUjODknqBChIqgNwcx/Dud7hBsyUpAPYaR8e10OOeSQ4kWznU+005JagsTOYB4++VxCBKL8eQ9VJv8+hBlhOom6+qL9DOduBKGRybh+bafP8+EjkCag4fdRcXxHS6bNxWYqbhQwJEzC9nraP6+RSNQpvmzsvOTbB9FC2W/D7w67LoaCME6atvT84NjpSFD40BHtlcaJqSHaLVfNNvYYlRBMGD8hgzBzfvMxUBo5DZRA4PuGm2SuANQVw0QYHy+aPLxihnz1EA7yYWroQxg33zuT1poTGpzOEWDICIBTOqOigw8+uAg+QjXCS6oT/zldpK48kiL+gviwkicB0iRl0PDD776+gTeiUQunCatwFcEnlr4aVz7hRiBzU2H04bd+VL6RkIlZozeCyXtAoMbIpFknv6f1RTD59nPcC7T7tZ0mz5cDgRQAS9BPTA2YA0YVRLPzx28Rv/2hQTfvNzdf8RLZdLLHkRpNHXEShykJC0mDpJVjgHzuYEY0ST6SmqYEWvA//uM/FmdiRgph6pGfHd9cD6MYJZST+h9tldCiSYbm6h7GJj9MdR7C6CYxf/kZ7RB6MOGjXpto39rHlw0G3HQwaA5C/IQuglOQiW7+g7ShLQAwYr6rrKIhSGntERNA3xpdBfOXH0aOmia6cqH+p53howiTV0/1R/CEn+tB3gvmwnE0rS8mCYBxeeW15UQgTUBL0G/MHxh488OOatNsUfh4j+s8R2K0QZyINZ8PJuI+7ZmJgkmJM7SnPOUpxQSDiWOS8sHU5RF/gsLQ4MNxW183HbRRIwsMP/JyxCBp/ZOo6bOwOfcR6bscXkmjbTRqzFUd1D1cJEcb2wyXCauLCNEmGcWMW+7KxbX5D+3jnhsTZ2JC+rYvdtK340box8DGKK89ed4V3GjevlCPpNVAoPsNX402Ln0rMC6mEA7ugtHTYE328RVvSM58wnYchHmHlhnXJh2ZApgpmBT8sa3Tbpl0TDJiIkYDTD5BzC0IQzI6kAehgDAknk3Z5Y0qmuQco5U2RjQEDFNIO63nQjMOe79rEQTe7z7E3MK8gxFH1DR1ZLZSNvfITGrMN+ZCEGZKm2fKmkRMLxF2U5vMjTRHQp4jEJjqjNZo58rl2VaoS/Mw5jqsemqSyVb7IGKOpnmv67cRXnNUJa33YhLN2hfNfJrKRPN6/l4uBHIEsAT9ZSjOxIChMlWY7MNATNrSzDFtw3wrYTA7qzpMBPZ1L810wjbOLbWJZJohBhTxh61+kb/5BPfrQOVlEjJW4SifZo3Z0M6t4TdfwbREu0dWEcmXkDK/wNYuYAibNfu4eYaYvPWMeQkuo418TB5rUyw9bAqiPt1nxGFewaQsho8p08CZTpSPTBATppg6s5r6SdtF5kSYsmjxItKZlA0BEs/R7k8++eSyoUq+yibICR3C87GPfWzJQ6wBQo45TfvCz3/k0+do5GZOwEqi2LjWXs3VzKdPXzTTN3+3+9U9K7jgkbQ8CKQAWIK+wqCtEsE42OoxZoyFBoksQaRRH3744UUgWGGCIZus7UPyw4A8R9sXvEQ5zpElpJZP0oYxOStMMJmY1DR5zLZNy/U8YUGjl9bIwWhCXeSDGVu1RFBYkUOIGa2wj0cYUOYZwiaYoE1VBAozj8nOtpZdKtnxjynH0lRxJpjGMF8jC6t32OARpque7PPuG2W0A+i0i3CfvZ8piOZtJdE4j7eWfcqPeUYbbKjSPlo0sxBBgnkSUgLfEPSwnJXkRQnA9C0WwIytPCJEx1Gfvhj3nGvtfnXNKCvCQDpPGj4CmxoPYDPhWNV4AEwTmJeIWm0yoUkrb9uB2+m6zi3lxMRDw2umZeZwv237jjTKp+VioG1iZ5dn065u/sKIYlzwGgJCeWHzpo2bxNW25vxFu5xp5/JQv2Y9ms9og5EGQTGJpMFUadvMWEY2GOI0MuIwAhiXN9OQEY+J5HnNK8yC3g0jrCDCkilrGmPu6ovIa9xxXL+OS7dK11YpHkCOAJbszaRBjmP+mmEuYD3MXx6Y4zjm7x6NcRLzd1/545i/e0YDbaZL0Ixj/tJjZMH8nWP6TEHrYf7ygU+7Hq4HacM4Bh3320f17MP8Pac9k/LG9NVtXuYvf5q//Rb2ZRA2Rlb2WPTZwdzVF/KeROP6dVLavD48BHISeHh9kjVaAgQILgJxSMTcY0mweQWT8hYPmMuIHcxDqmvWZRgIpAAYRj9kLZYIAaMEm7eGRgSSuQ5/FgNMGskNrd5Zn61DIE1AW4d9lpwIbBgCyfw3DNqVyjgFwEp1ZzYmEUgEEoH+CKQA6I9VpkwEEoFEYKUQSAGwZN1pg5QdutbgW1dv5YflkrNQbBKa5ZnNThsRwfgcWkR0LfXvk1czCtgi2jyEqFmWDg+Z2pHGhlzXVatbCoAl6lHMyXZ/G44sibT5yOYlm5HCu2Sf5swS3apPfotOY2dxRASz/n8R0bXUsU9ezShg620XxjtrNLT1ltl+niuPcNHRvjeU82aksaHUabvUI1cBLUlPv/71ry/umrlb4Hs/yMamAw88sKz1FsSkyyNmPBNBZeJ8aMdmRDArW2w2WgQtMq8+9QnXFX3SblQank/D3cVGlbHefCPOwnrzyednRyBHALNjtiVPCCIieEeT+auIzUN8+HAB8NGPfrTUjduEcHoWlSUcmIwQFwHNteHTooEZcUSkLMFF+NV3DU0rSxo7ZcUM4CeHf6J2FCtpgtoRwZhtmtG1+kTF4punT4QtZTbb1o4CxnlcxFiI+nF7EW234Qqm4yKt8esTLiva0dAirzh2ReTCvLWZqw3uOPhP4rfo4v8I1C6PSdHa+DV6y1veUnZQw3DS0lUjQr6M9I9yYBcjSruePctbLDcVvLbavT0JY89JL8+gdgS3uB7HiDTmvAvTSJ/HxSGQAmBxWG5YTtwv8CUjCtQ44pHSLlMfKRIWkN+bJnEyFiEZm9Gt5O3Dt7FpXDQwzNqIwQ5W5XPaxgdRhDucVhZGyP3xmXWAE/MW/N3ILwKpNOvot7ScwkVEMGabZnQtTI2vnElRsYwWeN3sE2ELIxf3AHbMaO0oYFw9EI5Neve7373W9q5Ia0Yb4U+/GQ2tmZff0yJyaStBpH76QLwGo8GYI1HHSdHaKAf8PEX7xvkE0gY+hAgaSsFP/dRPFdfZBDbC7OFP+Og755j8JIzNR0lPQARxM+Fa06Nr3HOMSGN+d2HqftJiEUgT0GLx3JDcaHiIk7ZxxD0CW3OkG5dm0rVp0cBMwGIGMXrAIPq6mVamUIyYAadr3A3wOnqHO9yhmLPsWG27ZTDCwWgwJcFMxk1wExAYn3abL/CbYOAobpYIWwTerFHA2jiy8xNu7UhrRjLTomZNi8jFxQRmj0EecsghpWgO84xCgqZFa9Nf+pjr63HEuyyneKK0wdMIjT+pGE3GM4Q2p4NIn06KYhYOAuO5eY6TMJ0nr3ymG4EUAN34DOIuX/WIozVa3ThiZpkWFGXcc13RwDguw6QiDKXnxQIOr53j8mtfo0FjZE0Xzv/2b/9W/O0b1YyLAdDOo33eFRWrb4QtvnLmiQLWrgutelKktXba9vm0iFwEIWEXMQc8TyiGAGCe6YrW1i5v3DmBy6Gd+A4EhTjSJmXb71J4ZpVHF8bmPdZL68F0vWVvt+fTBLQEPc5tMvfPEaS9XWXMzNDZKCCId8kmjdOk3Q/TUVc0sGYELs7Kbne72zWzXotIFRebZRFMnNfZmRp/nhfPgEuFeUidm0RzjfYabfSJsMVUxLzUrKs82yOSyDfKa6fXpqYDN3XpS7BhKsLkAxvHiI5GEyY8pQkyigqKNkyK1hbpuo7eKf3B1ISxG0W155k833Ta1wfjJm7N96erLnFvPZhGHnnsh0COAPrhtKWpMCU21+OPP77Yz3mgZLs3ccc0Y+kir4wCryOMtb1yhrY9jmj406KBiZQVSwnZc2muXOKiaWWxQZsQNIkdzFFdmE36etEcV+9J1/pG2OK1dFoUMG1r2q0JjC984QuTir7O9aZguM7N+sK0iFzK49yNucVoAPHwGeQagdAeYUW0tkjXZMZxLY765c53vnOJDx0ryEzEKnsSdWEco5MmbpPevUn55/XNQ6C/urJ5dcqSxiDAtk3zNbHIJkwT9fEzhwg4IqBLuGJmYzcqeO1rX1sCr1gh1F7hEkVMiwZmYtRKEoyHxsq7pInAoGll0SwJK8/RaP22okhQmHGTkvKlATJH8I8/K80SYWtaFDBtgx0BxrTxtKc97Tojhq76aQeKaGjttOz6XdHR7PEgQAlbcxyWS3L01qRp0drUAeYEfXv0Ih9C0IQycx9BYdLfqrKupaNdGOvT9UZwa7Yvf28wAnWnryTVKxVG8/wBo7atzvXsPOV5pg4ZOKpXtUzth3roPaonUUf1kJ19Z1Rr/aOaSYzq6FGj2k//qF6yuJZHzbhHNXMvf/WE6qheuTOqJwTLfelq4bGWtl6GN6oZ0ag2nYzq0caoHkmMamZf7sOiZuIln3rkMapHIqX8Oq7t2vNdZUlUC5BRraWOPF+bO0Z15LJRzdzXnm//qCckS9o6/vGoNh+UttajkJJMW2u3xzs8Uu+DGNUCZu1aHdpxVJssRrUGP6rnTEbPfvazy712XvUS01E9iTyqBWspr14COarnREb1qpuSXh2dw1pe0koTba9Xtoz22muvtXL98GytUa9d0z+er5flrl1r/qgZ86gW6iUN/OsVQ6OaCa8lqZdQlv6tzTylj/SV/C644IKSxvtTm4xGtZloVDPfUR2YflRPbK89XwuvERw9c/bZZ69djx/1PMionuMZ1YJiVNv9R4ceeuio3oRX8qsFw6jW5Muz9YgtHinHSRi7WQvNgr/3T73rCHElj9pMuUMecVKvLhsdc8wx5bQPpvHcVh3ryf1N5Q+1wjXyNw9/qS0BnTBlRLD6ywhiojDBabK1SwOK9Is60rhEguobw1e5tGN1DZu19fjiAMcQXBpaHc01RgaudRFN0agiNNdmWnkZ1jM3mPS01juWCkrXpyx1tpSRCWsasRvTWNv2/mnPxf36re8dYctkKpwmBWsxaW0eY966MMfBNPoq6tg8jovIxfRTM/rqZ37mZ9bmGZjrLCtlh2/WF1b6b1LAHqO3ceEqow5GAfqFKbEvdWHMhLSICG5967KZ6VYpIljOAWzmm7PAsgiMJmES/ppkMrTPhGg80yUopuU17b4y2nWOcscdMaM+gmLcs66xv09aMdV+hq2/yUzb92dZ9dR+1nkfpkrwtokQtO7f8kvLXTFUZqhaS79OfU0UT2L+8u1i/u43J3md96EujClTTEFJw0Yg5wCG3T+DrB1mMm6UMMjKLnGl2Odr80nZwGfkZTkuIS2gfFIisAgEcgSwCBS3WR7nnHPONmvx1jX3iCOOqPwxSRqpTFtZtHU1zZKXEYEUAMvYa1nnbYfApBVT2w6IbPBCEUgT0ELhzMwSgUQgEVgeBFIALE9fZU0TgUQgEVgoAikAFgrncDOzKYwny2nUJ2rWtDzWe9/OUU7owgFdOz/OytznRng9dMopp3ROqG52pKqNKs/8AbwubriQXg9ui36277u56HIzv6pKAbBN3gLukz/wgQ9Mba3124uKwDW1sAkJLHe045Vf+nEeTrXFfbuj10NcZnNzMYk2O1LVRpVnOSm84DpE6vtuDrHuy16nnARe9h5ccP2tJ2/7EVpwEb2z46PmbW97W/FR33yIa4quNe/NtOv5vdmRqja7vPVgk8+uBgI5AliCfuR7x85b3hptCDrssMPK5iC7O4OmRa+KdHa9HnXUUdcJdMLvPC1xnghcfOVMiihVux8ojuAwNw7lBAbpS3zQEwBNuuSSSwoOD3rQg5qXy65hfupFtOLNkuO85m7ul7zkJcWvjwAs/PRHQBsjHtgJisNnftPjajNSVbOwaRhKW2/bL3VQTxv09BucgsbVp1len/78sz/7sxITWt2f/OQn7xCEJcqZdDSy0l57C2rXGtcxD4nixQ+UuuuHSb6k+mChDtPKm1TPvL6xCKQA2Fh8F5I7poxx8ghqHbgAHs4f+chHrnltnBa9KipiLTmXARF03XVb+jlrs5sXQ5Q3BoCmReCaFlHqs5/9bCmLPZ/Wrqy+hFFj+M2oXMwFmHx7dy2hxrOlYDV2zwpwgjFqD4p2cDLHAR4XzIjgI2Q4qOPy4T73uc+acGhGqiqJ/+PfNAwlI4QwTVHUHvGIRxQGKKpXONIbV59medP6k/lLqElYEC48tLZ3gjfr3Pwt70lRxKTjFoJb6DNrj60CvMBaGwitNvXBYlp57TzzfPMQSBPQ5mG97pIIgAil6APlk4cN2/VZ6DGPeUzFoyMmaUcvP0KEwqRoTpilj9j2fszGbwxMHfpElDJpK5g9z6WzEPcEmDkGHQFJmH/4O2pGrPLbjtlguMqAieA1/CwRlIgvH66SCYAg7ef+mJ8euHDRXDt7q0zIdlEXhryecoPwB3/wB8Xbp3zueMc7lrCOBGu4SBhXn64ym/f4BBI17UlPelLpF15ieVg18pi2S3taFDHRzPh94vqaOw4jBLuSKQm107Y14Rn16cJCmmnlRT553HwEcgSw+ZjPXSL3wEGCv/Ct84//+I9xqfeRWYKtP1YF0fhda0eBigy7InDRdAUtx1gFiycguFBuml8wEcx4HrILNsxAhI0YxLTeJp1//vlllyxhESSIDkbbnETWjibzl1b9m07amNf6YNqFIRwJJC65BXzHAGuPpKVqTVzG1SfqP+1IqH3oQx+qas+wJZgL0xVGPY35M9mIIsZ5H79C8WeUGe1maoRl0xeTgPCeETGsTV1Y9CmvnV+ebx4CKQA2D+t1l9Se+Kxd/5aPMjJum1fG+X+X1rCdtl+7hS4ao9UwTCiTqO0F00ggyuoTUYqjszbjnVRW+7ogN7RmZiDafO1KutS/mY4nTaOUtuM7Dt6intKPE3BtB3WesWpmGnVhiMkTJExQ/PbULqPLiKud57j6NNM06+56sz+Ze2Cv35h/MGHxf3kQ7SIT/Mxi4c+JwPBnfiZGSvCsXUjvkA1fRChMas2bXVj0Ka+ZV/7eXATSBLS5eK+rNGaXiA+LGZhU/P3f//2Sp4+wGYXJh9oVvcqwnVvh2q97cXUcEb9mreA8EaVmKQOjUjdCihnJ5GibBE1hZqLBMksh7pKd137428l3OG9O+rrBpNY3TvEkDJmi2M/Nj4TQfu9731vKpWn3oWn9CQsuquHvz6S2EcVpp51WFgxMKqNPFDHtl3+TnBP8RlbjaBIWfcobl19e2xwEcgSwOTgvpBSmGsN+zM2qG5NztEw0a/Qqk6WWWfLpb1J5Xg19nohS6svOrC19yCoUm4XMU5hIbRPT2L777ls2jol8Zb27dplDCHzaz8S5GArW3xOoyjCfICZvH5qEIe0Zo4+JdGEdTdgiJpE+NK0///mf/7n0GyXASEGbtYEwnEbTooi5bzMeN9TiJFjJZW+IgPTt0WCUNQkL96eVF3nkcfMRSAGw+ZjPXWIdnaowQFqlYT+tMvy8P/WpT63EajXZaLjO/jxtcpjWZsKyy/wzrbJPecpTimmFz3zannkAAeaNPuQ9ieqoVSW05aT7zetW0mjPQx/60LGCiqM08xkEBKF2+9vfvti5TVZPiwlAuFhCyYSE8av7NNyadRuHIfOMSXbzC9w3G7WZA4BP2NmbeYz7Pa0/1dWKJZO/RgKCCQkL6nwaWZH16Ec/ungZpURYAQWDWARw8MEHl0128mMSI2DNOTHBddE4LKSfVl5XnnlvYxHIiGANfA1xhxgRjNaIyWFoPk7r/8Mm26h++bne6FXt/PqezxNRqm/es6QjdCyVZXefhWjQ+t7k+KLIXAKbvFHSvDStP5n6RFoj6GZ1FW3EQGiGmapdxxhZEGKLwGVaee3yh3qeEcGG2jPboF5WZkxi/pq/3uhV80I4T0Specvqem7axOqkZ6eNFCY913VdX62H+ct7Wn9SWiYx8K66uYepdz1LoHTdn5Z/+/608trp83zjEUgT0MZjvJASMNhFaGELqUxmkggkAiuBQK4CWoJutCJk2vK+JWhGVjERSAQGhkCOAAbWIVmdRCARSAQ2C4EUAJuFdJaTCCQCicDAEEgT0MA6ZBWrY2es1SrtnbpdbbWqaJETy9b4W9Jox+wiaNH166oTn0KxO9mS3Tvd6U4luWvuBfELFH6G4tosR47qLFc1sWwPwCSyrFOfOs7Sp5Pyy+tbh0AKgK3DfluUbFkmR278A1mj34f4E7Iqh/OxRREvohjnIgTARtSvq532JvDDg7htOO6448rvD3/4w8WFdzmp/3GTsR4BYPMal+DTBADfTzaI2WyXAiDQX85jmoCWs9+WptYYBZcIsxDnbkOmraofxmwvSFBEeHN9MylcaLddcm9mHbKsxSCwuW/OYuq8bXNhxrBz1R9vk2EWAAiXzny2R4APfviDuDs2XOdC2K5P7hQETLExJ4izNTtB+YnnGuKss86KW+U4LaAHtw6Crdj9GuEH+SYKX0VcIfBTE8RLph2+0p944olrbeEigsB4xzveUTRd7o0Fw2kGU+FiwTX+f9C44CpRzrgjrNo+gvjvgVEQdxtCUqqfXbIwRO36uTYteItREI+gdghr80knnTTWqZq8uoi7BX0YEdsIAy487na3u13nMRgx4/CcyqGeYDkRi0BiWjwM9ZuRgz4PPN3nMdT7wCuofJrvCr9Adl433z/PJC0fAikAlqTP2GYNufl6wcC5UmAaQPzAR7CRI488sjgG4345XPdiqK985SuLywdmEEzthBNOWLMf2w3KZw6bOxcEdtEeeuiha9GxMJquACKYozzlI8oUzRTT4WY5XBNwPBfmCYJCe/iz52bg1a9+dfEzoy0cmnHLwK0F0xHGwwcShhzEW6Vr4fxuXHCVSDvuyKU053JN4hQuBBQGyx3EX/7lXxb3E8wchxxySPXJT37yOvWTB3yaQWtcwyAj6hihy1zDXTOGynlbmHGk7UvqgIkTYOrIbxG8eFttkp3BFAFxEwjyU089tUT3UnY4o4MZDPUT4cedd2yiM1/DzQRhI0iNfAiIINHdPNvXr1E8l8fhIZBzAMPrk+vU6NJLLy1asg/fh43sMPUh+lhps7R/7p0Rnyx8AvlwuSNGtFAeKkNb5PoAE0CiZNG0pefIzFZ3giI2nk0L6EEwYfyEDOI0jB9//vtF9eJzHqMxB8BZm0A06hruh/n44dqaZonx8plDOMiHCakPrSe4Sjt/0bbsu1D/8ImP2cHvt3/7t3eoX/vZcecYqdFE+NrRN/CelQgAox0Cxy5dwoCgJlyaZMRiBMjfj8hvNPsHPvCBRXDAngAO4g6bSYt7kaZDQArGc57znOqCCy4oHkD5ATInc5e73CUezeMKIJACYAk6UYAOjIgfoCAftL/LL7+84m0Ss2ySeyY+g/gSEkEsyBb/sCFzMocpcQNMS6SVY8pcTmB8zAFcEmDkQTRJjs34i6E9h6nHfQ7q3ve+95WkF198cTnGP07sCC2mB7+DaP3ym8URWzzruJ7gKs18/Ia3EU8wf9fGhUN0vQ8RyJy3iTLGJGMimjlnVlIno6oQAJ4nFJoCQH/Q2hFBYHTgjzCwYojQbwoAgpvQ99fU6EPj9874433UXwqAAu3K/LveyrRkhRvC/IGBj3P2xRyCfMBNsuQRow2yeqT5fHPikPaMiTApYSA8fDLBYOLTAnpYncIU03c1CE3TyALDj2AkjhgkrX8SqVfQONtzmC8izbRjMz9pmzZuePdtT5TTlZ85AuYl7RPInbAScH1W4vWTWYxpiQmLMCAUmkQwx4qhph+ieD/aIyrvyThqun0Of0RNATHumby2fAikAFiCPuPe2IfLFBREK6dN0ra5imgH8MC8+2qZzDJMRZY3mk/AAD3LpNMO6PGCF7yg8scUJQ1GgUHIIwgzNIJoaqpxzygDsxXkJfJiE79dHdpwXCCW0MLD3i8fvurXQ/CKidTIp5kn4ddsjzSveMUrJi5L7QreghmbvMf0xXMW5N6kKtNMs01Rj2lHGj9iwhP8pr0Sh1AQGQyx/QfF77aQDXwjXRzFSUCEbUyA94k1EM/ncTkQ2DQBwKaKKbU/rCZMTBk00fgzWRdE+/BSehmb2lrcX+WjiVT+2Nmf2aXZdNlnTdoSABi3VUHW2rMtW2EDKz7i+xDb79FHH138vbMr09JtdIoPflpAD+UzkRBCGAbmZr6CaYl2j6wiki8GZn6BPZlJwYYi9nHzDEYFyDPmJUxmGvmYPNamWFJKcKyHBFsRXwBjVl+4mQgN4sufiYo/fEyaiUuZEZi+WT/PdAVvMZI4+eSTq2c84xnFXEcgEORcLIeWPUtwnBAAymX/H0f6ywjPqIrph+mQYDe53zTjebY5Eoy8XNOn+si7p84igZnIT1otBHoLgPbQcRYY2FTtYLSUz4RhTEy28/CRm4Bz359VDghTs7qFbdPkoTzaQ+52Xqt0jkFbkYJxsNVjzBiLlTyIRkmjtpyPQDiu3iiEIVvm14fkh9l5jr1YdC3lOEeWR3YFEDF5bDRi3sHzhJF+pJ2aRzCnoC7yYf7BjDBeTIUQoxiwj4epweSw/g+GKxoVgcLMQ+ttzjeUCs74j2BigrEqB45s41YlBdGSrXLBmI2ABEQnfLUPtes3LXiLZZ9GGDa3aYMIZNoXJrlZguMILhOT801hEHWP+vlO9KOQn+ecc07B0iQ2wTONjMQIZO+EeRr9ZD5pnLCYllfeHzYCvQPCeHEM+zFizKa5YmBaE000+UgsTRTggraJobWHnz6sF73oRWvLBSPfU045pWiPJrWQD5dA6dJImuaSyGfa0QuOCZlYpZluFllhYTVGH43dah64sQe3ySjJ6GA9vu0t5cTEQ3NvlmHk1RVARPmwG8dkmFzkyUQRZP7CiGOcywcCQnmhJZvPYPbQtkUxIpotxWZcfdWRkmEUom+CWUfd2/VzfVrwFqMOZU6yu0feizx6H7wv+nRW0sb1BrSZtcxlSL9KAWF6jwDe9ra3lSE6Ju0jpCHEOueuTvOB+3AjmDQGS+vyYTXJh4G5eWFpL54JYvZgQw3ym4mgSRi24bo/H5oPdta/yG/W5xaRPsqedqRBjmP+nmOLXg/zlwdmOI75u0fz7AoQovxJzNRooMn85YcpjWP+7mFawfydY/pMQYti/vL0Hk6qr/v6FZ6ObWrXz33vdrPO7Wfc20zmr3zlzcP8PauNzYlk15J+iMAivvm+eQTmfdM308Wzk47/qY5NSvEf19kR/RnOGsJj0obj1pUbFdjsMu5FM6HoxVepIOkwe0PUIOuWaZA21GBAtH1avuWNtM6wD0vvd1NAuCZ9LH/z/Hq26zOjbCaNw20zy8+yEoFEoD8CFJkuxaF/TrOlnKdMinUX9RYAkQnmatORlRK3u93tysoGNnmTXOyk7NFho/QMU1HsPow8jApM7jXJJiF20Yjlyi79ute9rgiAdh6eb2uphFCsIddBJhxnJUIKMzaC2MyJZp3UpTnO2o5MnwgkAhuHAH42D3+Zt0ZGqngTvjQrNRXvcc/OJACYYmj+JvlMamG4b3nLW8rkmBUddn8yA8TkpAIN8VWcdu8eov23h5YAZY8NAWC4z6bK9msizjNBfrdNEe35gHnnAAgAts/NnANQXlIikAgsBwLmhubZyT1v62IP0DxlBs+dVHbvOQC+YqwOsBrgmGOOKeuZLZ+z1Z+tkDnIKhRbx5tEG7fqgm8UxDcJJh+M/uJ6pyhma0LQBiSNBLC8Oc9i82V6snJCOpNSloL2XePerEv+TgQSgUQgEfhPBHqPAEy8Mu9g5pOITxrDlTY98YlPXFv+iaE3/bxbs2y5nRVCZtetP2biYeeP9d7cE1jXbgLa80xQzfmDdnl5nggkAolAIjAdgd7LQKdnNT0FM8+0CVYmHyt5mpO+kfO4pYRxr32c1wQ01GWg7I5c+tokxyRmWa0dwushS3HttTByY0Jrn9u3YbOUcgjmPmStv5Ga4zhlYFoeHNyZwGdObK78mvZcn/tMivp3WclGSbuzmV9tpgsFqd2e9fZBO784b78f087juVU7bstloIvoxGnMXxk0/HHM371xSwld3w7Enwymb6Lctv6mn59528+sxnd/rJhqnzPPuW+epy/xM++ZeeyVymAq9HyfJcZ962T3OXfZdigvMxHU3gMO3cJVw7j2rLcPxuXpWvv9mHY+KZ+8PhwEepuAhlPl7VkTu6kRDbCvNj4NKeY3E/mTNG1mOfs/Zlm7LloUE17bR820usR9y3nNK8Uu4Li+nqNdvZimXbTLSkaA/D9Z1WExRsyhjWvPevtgXJ6uTXtfJj2X14eLQO9J4OE2YfVrxtVCaHxMJOG2wKY52h6Gedhhh5W4ABEEJlARxITAOOSQQ4pvmAh64j4fNzRumv44kr/7/OIE2bVMExUwxB4N/uWb1I4WRZPnW8dEvoUE3DjIdxJxCa3M2Ochf24kov2eM0JwDUNETIPHHXdc2aGOyfO7b6EA4mZCfsj+ldhN7nxa1CxpmsSTp3ItdFAHmDNVhcuSSDst3775NPNTLsGKuLHu8dbnAAA3XUlEQVTQlklRvdp90Lc8zvs48eO6wxJsUdmUG9Hhpr0vUd/m0ftq574FHZZqUyiSBoRAveJmJan+CEez/tUbzgoW9TLTmZ+dtaxm+pe97GWjenXVxH6oteFRvReCP+RRvaxrdOCBB5a0NQMu12p78KgOqFJ+15rhqF5OW+7XgUhG9RKycr12ZzCqV2SV3/WHXe7XjLmc10x27HnNPMv92ulYuV8LgnJeL9Ed1f5xRvXGlHJezxOU+/7V5rtyrV6tNar3UozqvSKjeufyqI4YNqp97JR79ahjLX37Rz3BX9LUvoHKrfa5izXjLWne+973ljS1aaycw8U9GNXmxlFtMx/VXjxHtVmx3HesFw+UZ2oBM6rnNsr1eg/GWpqaUY1qRlvStP/VDKyk95y2a5s+qec6RtqL+uTbJ59m2bUQL2Uoy5/61gsnRrVvonJe+1sqx3p+o9S92Qfy6VMeLOvRRckHRt4374zyon+nvS/t+7ULl/J8vRR8VI8m197heu6g2byl+10rQJvKH2pz6qieV5urzNqpYye+OQKo3/ChEw0zNrmxx4swZdkst79GB7R+WjwHbnzxxCjA5jwTspydcUNMk+cXPjTiWdtNk0S0aNqhCWkrw8JraDs/GqV68Vlv7wjtnoMxvqHUaxFUv93FUyj3GJwJnnHGGcVXvnrRmK1M42wNGTlFgHptiKhZ3JKYJzCxyulce1TTricMjVA8Y0OkjXzahmbJtyufZpn6NUZNNllaJKFvg/gqqhWKshPepslJ1FWeiWNYWqEHI65WTJqvh+QnGI4Rk3mm6IfmiHI9+eez60cgBcD6MdySHGxY4xJaLF6MjYknAsHHBCwXzMjyWbZjAgOj4KlzHqo17PKYyWg2aDZhG/3am/Aib9GjMGYmCatv7BWxEoyZpr0TPJ7pc8RYgqJdmCJ/U3z3mCjHzCctFfZ8uA3BsGFJiPF4iiJUZpTRPjKBYbT2v9jBjgjkWfOdlE+7vGnnEdUr6jIp/aTy1NtGThQYcHHNzLceqkceRVBRWjg6jEn4eD/Xk3c+uxgEUgAsBsdNzwXD4asd46+H7+Vj9dEiK6lov/GhrYfZNhvGllsP6wsDt7PbKhDzCxE+sJnWb7u5adTs5FZ2mcg+/vjjS4jBWd2Lh/1bvu2d06Jj0S4tV6XNs1/zld8O/O5ZZEI1fKQ0d6TTkNG0ujWd8YXbE0x01nwn5VMqMcO/vpP0k8qzoowwQzZuBq33vaGgGL0Yjel/cwvI+5k0DASyJ4bRDzPXwlJQjvP4qje89pE1P16/QwM+++yzS/6CvNDKH/7wh8/l60g+TDfMP9xxYLAYh3MCqU1GJCahn/SkJ5UAM0xGVvdgsJ7pQxgHCt8rBAGzUpAJYP7uMRqrY77whS+shVskCFCYRUKIwGaWqFlRVhyNOsbRrPlOymdc3l3Xgnl3pXFvUnnwMUGP7MBHzD+E97xkRGainCsCpjL7SdojFEKTzy2CM2lrEPhPcb815WepcyLA9oxo1YJ+WCUTq2JCg7VaRFQoO7ExSYLC/ABTQGiusxRvRQ0/T4b09YRfCfBDG2d2CUbdzM98BPMEMxFtEIMMW/a48I/NZ+N3BCGvJ8rLJfMKTVfimB8TGBOGVSrMTAQBIhRQ1C0C0ZiHYL6CGXyscrHJCkZMW+2oWSWTnv82Kt+u4hehUT/kIQ8pK4u8MwS7OY1JAqOrLnGPs0beK809CeijD6IPQ1n4m7/5m7Jyy2htmtkt8s3jYhHIEcBi8dy03Jh/eF/F7NltMXcmGkTTRpjRcfXySEN8E7g+Row7JuNKohn+mShUJg2c2cdOVNGzMNZxzIKWLRxivUKpTI6qj/piCJPW5NMKm8TvlOWW6m7ik7mDUAmiYRKARkK0TG7JmaYcmZvQgx70oBKZzMTmq1/96qJxmhdZT9SsKL993Kh82+Us+py9nsZOsTBys1zXklDU9rzbp2yjCpvWmOUIaGE/472ziCFpGAhsqiuIzWzyqrmCmIQdkwwzSJcd2BCb1syD6jhGPSnvruvy4+qha0NS83mM3x+be5fGKtqclTz2GzBVBXECqLwu9xLaSZNny2/br5kaAoMwCUXeRiVGEiaDF0kble8i6xh5EaJGaEZQmDYS5pMwNUKyj2Negrt+X9S7N289FvXcKrmCSBPQot6KLcoHo2szu3ZVMDwTsoskSw9nISaAMMWMe46NX8jR8Cbbri//R9NIO2Peo52Wyatet9++XM67hOfYB3pe3Kh8exY/UzImGCMo/SoQE6bN5CcCnaBP66FZ35X1lJXPzoZACoDZ8MrUG4QAxu+PMJsW73mDqrCts2X+MXHLnMd0Rphi/Oz2fXx4bWvwlrjxKQCWuPNWqeo2izFl0dT7rmpZpfZvdVto+uH0z2jMklEmoaTVRiB7eLX7d6lal2Exh9FdqfEPox82oxa5CmgzUM4yEoFEIBEYIAIpAAbYKe0qvfSlLy1LFtvX45xXSBurrIKxVPIzn/lM3MrjBARqZ3MlAE7ctpoqdge71jy3xNZy2mUlph0eUrm9mEY2F0ZM7yG9Tyao5/VhNa3N2/l+CoAl6P2vfOUr5eO1lLFN1sdbs209vPX+1ti7ltSNgOWNZ555ZklkV/N+++1XdhG70D4XGY2juWUk/qDsTTCpG5vqutphM1347BnS+yQW+Qc+8IGuque9ORDIOYA5QNvsR3hUfNGLXlScqtUugHcoXrAT6955C/WRm0hNmo4AP/VB9ieEl1DX2uf2IzT3JMRzy3C0+U1wHkFiuvZfjGuLCfl8n8YhszrXcgSwBH3JyZuNOHautsmHbdkk5m/ILoCHICwCotj1G/5v4jl+eULzpdlyE8EPjE0/dmuGAznPM3twj0CDtNOWFiY/ywTtzrUTuI6hULL2nLLlGcTzqGvh/oFm/fSnP70EB3nwgx9cnXTSSZ2hLe1e5kBM/ZgvjISClKcedvkKNsIpXbNs6TjJs2tYHkw+RkfagOo4AcUrqqWPRlDomc98ZjELNc8F0OG+2C7mIGYSJhUrl+yIjoApcb997GqHtEYX8ODZ9cQTT1xzdgdr+PGnxEWDsJZ21RoJ8gXFfcPRRx9d3IO3y3Qu+Iqdz/I5st7pG/W0yufYY48tuPLSKa9x1Hyf3J+1/yJPjgO9o3BrknfX8tOgSTjE/TwuHoEUAIvHdENyxMx9qE2NjMsH9n4jBGTIbkSA8fKDQ2DYVRsk/Wte85qKQKHxcuPA1o25cdtgrgFjQO5j0O5hdDY1YXr3v//9i694GrGywt0CpuS8yaT5fHENk0XcM6gDlxXyef7znz/Rts5lNYZMMGHuH/vYxwqjLxnV/zDLd77znYVx1kFjKqYODDIEHqy4MmAaE7lMWeZHwm8/d9AYOy2XWw3ErbWNZM1zG9JgESMGAo9A4t8o3GLzZcN0Mo6mteN3fud3ClPXFwQVhq2+CAOGn93RNtFpMyEGO8KaEIYx4aHv22RHLwdsMICN3bj6QghQSoD+tMFOX3ov2tR8n9ybpf+aeSkfbmFaco/LD7EHYmd3Fw7NvPL3YhFIE9Bi8dyw3GhqgpvU0ZSKNqcgGpQPe9zuVwyKdkwIYKKIFoyJYAQEA+1V8BOmAfnT1JvhDWl8HHZhGJiRsr/zne8U3zvyM+rgH0ic4j7EBwzGhfEgQipGHO3npcUUjVjUD1O2SUl6fxizQDf8/kdesCD83DNioHVimAhzHRe4BnMSUpMDOBo1hmlNfPO8ydyZVJQvEA/TG7cA6kCQjKOudnBbAX99ZJSFCC2+k8RQIFgQvIy2EGd++p1Q0u9GCISDfmvHZdBvcDPfEf6TjDAIaU4Eub4wgqAQaA8lo4tm6b92PpQU+Wsv30I8jRIK2sZbaBcOEQypnWeerx+BFADrx3BTcqApYRIiaxnOG1Zb3TFOc4sK+egwFFqfzVX869AwEUHArITBY2oYC0aB+QXZCCTICsLsMabmx0jIzBI1Sn143ySICCUC6oADDojidjhqK6bNfYO0tGIjB+3AQOBgVMBsgIEwVSEjGl5IMcjQpF2nDYd3UOfz0kEHHVTy4c2UJq6OMK7DMo7Nsqsd6k/LNhLxOwhDN1IJAYCRB3HWhmGH0Gffh0mY4iLdpCMzjLqGQJFOHxL2n//85yc9Vq7P0n/tjPQ1IWklj/gQRjaued8Iuy4cmu9cO988Xx8CaQJaH36b+jQNis8WWi5tGIOmtU4iTN6mHhGyIhi8jw7RajFX3j1pg5yASd8kzKW9G7QZVGScc6+mN8924BbeIdWDZs8ujrGxbY8jdn11pMVjjurNTMUpHCbP/MEUo20c0jW1VwIAtX3QdPkiGleHcddsVmPGYi7T1qc85SnFgya/OeOoqx1s8ZiiehFq8UdIwiioKZRd0y9tGtcX7TTOY5dvlOXoPeCu22ioi2bpv3Y+8qbtG+0YQXE5rW9RXxzaeeb5+hHIEcD6Mdy0HARTsVzR5B5BwITT5TaB1s5EYOLTCMIHGB85mzhzh6V10iETv+NsyX0aGPUIe79nmhqlNfbs6FYx0egwTyubMB7rzpuCxbO0QtfU05+JbQKDAFHWmbUNm5bPwyky4YuYqmj7nqVFByMVDIcgITTa1Gae7fNmeqMNphDzEv601yiAGYytvk1d7TCKMHfiufC2CX/zBn3jJUR5TcEb18YdmcFMlsM0VgXpJ3hOGsXIZ9b+G1e2EQQzFc+j+ifwWiQO48rNa5MRyBHAZGwGeYema/jMhs9+O41oWYKoYJBH1qajIPMAmKIPG/MwacpERLuehzhxY3tnkolllE0zAwEkNoCJWBq6crnsFjRknAsIAV4IOMxK/QRhxywxMLZ3jN5ICLGlmzBGTGMEmjkAK2aYvGjscJgk3GjByEQybbR9Xm7+xz95wx1WJpylh+O4+QWPdLXjkEMOKfMHJkOlg705EiulFjFaadY7fhvxMRcpk9nHb5O7RpRdXmWn9Z/+EJWuOYcUZcaRuY/SYaGBvg3FYytwiDpt92MKgCV7A3ysmIWPqc/GHvZi5h22Y8cgpgumBcHarQTh9ZFZQ0hFjGEeMuFqck++yorllJGXVUW0TRHEpDHnwIQzTuNmBhGU3CQmbdEktUhezplVCEImKwJEcBnMXjtilQ8NV5oXvvCFZZUMHIwGxjE5mi8t3mjJpHb7POrviNGrx3HHHVcmUdnizS04H0dd7WD+wXiZysy1mFNhSjJHol82gvQLDZwJjiBVd2XFZHlXmV39RwCYSI65mEn5GAV4v8L8I91W4DCpftvtegaEafS4IbGPgYY6rybcyK73T9okezUmt9lEe2VSGWdXnqcutGzaOiYfJoZ2PlYSGQH08ZcvP77p5dcWFBinOQGjmTYZ9RCSmCoyisCsaZ/2PowjS2xp/zHv0T5vP0N7tpImRgzt+83zrnZIZzmnEUXUt/nsRv2Gqz4I813fcib1nxGeOaf1bJrbChz6tjvSZUCYQCKPS4/AohkOps8U1EVMPuPMPuOekV/Y+dv3Ma5xzF865idmC5qtsv74j/+4aJ40/UnUFoLt8/ZzRh99qasd8lh0NLI+9WpPkvd5Rppx/WcEYETHZ896aCtwWE99l/3ZNAEtew9m/cciENqoiXMCyYgAg4rlk2MfyotzI8CezyFhe8XS3Bnmg5uCQK4C2hSYs5DNRoBt26ojpheTx7H6abPrsZ3Ka5votlPbl7WtOQJY1p7LevdCgOklmX8vqDLRNkRgZUcA64lqxMY5brXIRr0fbNVJiUAisBwIUCrWw19mbaVVUmieMsM31qQyV1YAWE0wKxnCWtFhhcpmrgKyM9Ju1qREIBEYPgLMivPwl3lbhvHjTfOUOW2F18qagCz7m/UvOmjW5xaRPsoedySMbKC6+OKLx92+zjVr4W0o2giybBRZ9bHI6GPLHnWrjXV7L0Xz3Dp/jvWGSt43SlBfstfCBsBxZDWWHearRov45vvmEdj1Td9MF89OOq6sAJjU4GW8br07v+nW1/ehCy64oCx77JN2ljRcH4RLX1qQJZaLij5mx+8kJjJLHYeQ1q7qcHOgPu1zq5G4XhgiEVTN6Gh96mi3tXdjXJu4yIjNeX3yyjSbi8DKmoA2F8btURot3YYsxC7ZjE2wXgRsHlrPBqL1lr/I5wVwaZoQ2+cRW2CRZS4qr3DjMWt+3ge7fO1S77vHY9YyMv3iEcgRwOIx3ZQcuVwQCOWnf/qni5vkz372s9cpl6M33kI5YGN2aBI/OjxxcquA8QquEsSfDrcIfOiIBMadAYdtnK9Z683tAROQNJy0IZpj32hfZ599dnFGhhHSlPk2akfd6oqixSslr5JN4oYgHMLNUpdZI58p05zNpGhknPRx0220Bh+uLprndi5HNLKof1dbI03zaKQ0LoJYpOmKhCYN/0XjIoJxbBfuO/hWCg+ykW/XUUAXNuoIKBRpmSOaZKS3qCh0zXzz93wIpACYD7ctfYr/mIh+xcEbJnz3u9+9+PSPivnIOdziO4e3RU7AeN9E7Ph8whiy8xBqxyth8pKXvKTct3IAU370ox9d/Os4t6GKgzI+hfxmApImHLLNEi2KsGJK4nfHLl9MgnAJzXhaFC2butrhBfmZD2E0S12UO0vkMwDxQTQpGpkREn9BtGB9xNVy89zqsohGJq9pbZWmSdMiZ02LhIbJ86oafd+MCEaL974gXjun7ehu1suuaDgK7KJ94wjW/DEZHS0iCt24MvLabAikCWg2vAaRWmQwDDu0YENvG59owTROREO3LT9cH2A8vDVyAmfSDiPg+M0qAYFWuFTgIfKYY45Z89JoZOCZIMzCByzQis1VTZo1WpToY1wlR7ATAV6CuqJo9fG7M2tdjBj6Rj6TFmOcFI2M0zlxCwTZiShc7fNop+Msbe0TOWtaJDQuMboigrWjozXrOu03ZYKr8jAFceLXpIsuuqgoJYSEpZSbEYWuWX7+vi4CKQCui8mgr3BUx/1xM9qVCjPzRMBz5xhlRJRyLoAKZu4jFABGNKvmEjGmHmYNkcHuete7eqRo+uVHj38+eqaiPtG+ZKdso5Zx1BVFa1z69rVZ6zJL5DOuDrqikbXrMu18lrZOiyAmWhktu/lutCOhTYsIFmvOp9V70n0TwiaRmYLaHkaNnDY7Ct2keub1HyKQJqAlexNiLTBXvk3i1ZFZJoiTt+ZmtvC8aUWRPNrPRzCQdh6R37TjrNGiOP0Kf/DtvLuiaEXatm25OSKZtS5MYOEBNPJvaq9NFwfMF13RyOL5vsc+bY28mPUw6EkRxPpEQpOHtlEQ4o+Zqk9EsKhH15E3XSt/CAJzUE3aqCh0zTLy92wI5AhgNry2PDWbOdcGzCeHHHLIWn34kW/G1zUJydYf3j4FkDHsphGaE/B8k5y7HzGAm/em/bZmnP2+b7SvafmpCyY1LhqYiVXtZ8IKIrSYs9Ci6xJlxJHtn/2cph1eSmPymdktqC2g2ueRblpbI53jtMhZYjbDrSsSmvmIrohgs8R4btat+Zt5kilIPAYLCoL05yKj0EW+eZwfgRwBzI/dljxJa7bmmhniPe95T1mRYlXIueeee514AjaD0fit5rHSxIQxbdcEnMAsTEKW/VmVY7jOdNC1hI/GyLbNj3yTpkWLaqbt87sripbn2dm1HSNT/6c97WlrcxKLrku7vtOikUkPJ7EC2OyNTNrnzTyntbWZlsC/053uVOZqPGc00owg5t2YFgltWkQwdUURHc1vc0ZWac1C7PyEtP4JWnQUusg3j/MjkAJgfuy27EmM2/LJww8/vPgHsSzTCh7acRAmaQRgG7mVHeyyIn4hdlirT0S2YhoyUey+wDRdxF5tktkqoDZ1RYtqp5123hVFy7NPfepTy2okE99MVwKUiDMctMi6RJ5x7BONTN+Y48CsTfK2zyMvx2ltbaZl/pkWQWxaJLRpEcHGRUN71rOeNXFlT7N+zd/yiU2DcX0jotBF3nmcD4GMCNbAjQlkmSKCGV5bTRObsxpNWftp1QrNcFygDWYJpiJL+PpO/hlR0GonjRQmRYtaq9AMP5h2JkUDkw1zBZPHZtSlXW04TIpGFmnZ25sOvNrnkc5xWlubaf02jzMugtgskdC6IoJNi4bWrs8s5xQTAnJawJ1Z8tzMtBkRbDPRzrImIsAW3sX8PdgVoMPkZtixJxbSuuHD9TeJMONJDHnSM5OuE8hd9SOsu2iRdWmXA4NJ0cgibZP5u9Y+j3SO09raTOv3OIHu+iyR0Loigm0kc455KfVN2loE0gS0tfhn6YnAQhHISGgLhXPlM8tVQCvfxdnA7YRARkLbTr29/rbmCGD9GGYOicDgEGBSykhog+uWwVUoBcDguiQrlAgkAonA5iCQAmBzcN7yUtYThGQ9z25Ww/m3EaDGShs0a52tqe8KgmLd/ZOe9KSy18Ieii6SVzOAz6x16cp7kXl1lbPZ99qY8WPFwR9atWBBm41tV3kpALrQWaF76wlCsp5nNwtCSwsFzQlXGbPU2VLZaUFQuF+2oe4ud7nL1PCdlog2A/jMUpdpeC0yr2llbeb9Nmb8WoUriVUKFrSZmPYpKyeB+6C0AmnC1fI8TVnPs/OUt4hnZqnztCAo/P/T+vm4+eVf/uWZqzdLXaZlvsi8ppU1lPurFCxoKJhGPXIEEEgM/EhDstvXjlcuHXjttPPXRjA0LUjKeoKQNJ99+ctfXgKvYIZ2uB511FGViFcX1/GKuajgVZSZIvziCLjC0RhfRHYu+5gFSGnTpCAn44LT2ADlup3N8FAHvnma1Kyz61wbcM8cAXTUF3FX0BUEhY8h3kWRHcZ2TwdNqnPcj2O7LrMGgIl8HJt5RV9wvEYwCf4jHkAXMZVxH8EzJ7cRzXi9NvhxFy0v93mHZZoJ6ipPPnz/6JsmMZud+R/hL7uCwTSfaf+eJVhQ+9k870YgBUA3PoO5y2c/BoSJ8suP+QrIEk7RpgVJWU8QkuazIl5h9MqzI/ITn/hEcQKnXrb/3/e+9y2M4JxzzinYYcyYFubwsz/7s8U9gucxz6CuICcYSjs4Dc+dfNoQiBgV/z+CwDSpWWd1vd/97ld22x599NHFhxBX1ISAHdBdQVBsiOL+AXGjIB4C6qpzSdD416zLrAFgGtmUn8289AUcmEuYqNT1QQ96UMVt9Diyu5fAFJD+oQ99aMGNfyECHBGkXElwKshdOH8++iw8xHaVZ/mp+BQEfRCT2Wte85riu8l70BUMJp4Zd/RsjHzWi9+4/LfztTQBLUHvi3R1yimnlIhXbNDIEr8TTzxxrtrPEoRkXAHcL7z97W8vLpTtRKb1izYW4QCFqzSBF4yTkPIBS4csUaR1Ewq0QowG8+BrCGFOPFvylMlvEWoGpyF0Xv/611cXXHBBscm7DxdMeRwJVUmrJUiQkdN97nOfsmvWZGNXEBQ7qUVG40CPzyQCblpglhAo4+qyXuzbeXINTcDBNAQzRk1YtQnz5L5CTIjYzW0kRUNnBuNgMCKdeZawICj5iIq+mVQejAkf/RhmMiNBAtqOaYJBhLquYDDt+o47XzR+48rYTtdSACxBb3PvS+sP5q/KPqx5BcAsQUjGwYMphP98ISIRZhGkrrxhBhFWNMkgdadpYkTTgpyEAGg6oLMqxGijjUfk3zxicAQGtxG8hgYxUcF1HppW5y4BsF7s2/UVUQ3zR1x7EMj8MY0jgYCMhIL5SxNhQO0g1k80/yCuwUU/Yz4LAdBVHlMZ4U3gK4PgYJ5C+nxaMJgot+u4aPy6ytoO93745myHli5xG8PxV9jVNWXfffe9TovaPuebQVKaiWcJQtJ8Ln6P8y/U9B3TDKDiGb5fmGmCBCBBll1attkV5KQkrP81/cfAAxbN9oZAivRxZPZgwuCHh6vj+GNCC6YWafse+9Z5XH7rxb6dZ9vvEmHQxKWZnv2/2Q/NezCl3bfv8xbbzK+rPEwezjzGRkB5owLUJxhMsz6Tfi8av0nlbJfrOQJYgp5mX8V0hPMTrBsZ5jeJ9hbzAa5jehEkpZnO71mCkLSfnedc4Hh2Zu6REdON+tLgMSWCCkMObV/dmSsEQBlHtFCmDBp8mDpiyWA7vdEIx2lGDBylBYkBHNQWWHF90nFaYJZJz7m+2dg362K0ZvTUJPMzltCy+1tQ0MRU3zgXg7oP8TrLvGZOgiARI1g/o0UFg9lK/PpgsGxpcgSwBD3GfCJOLwZmOaI5gXa81a4gKe0mzhKEpP3svOdWnjALffSjHy1zBVbk0PwPOaQ7yMm48gRZh4c8xUfWnjA1jEvPfs++TTM1qWyC2qRprKAaFwRlXD5xbZ46x7PTsDdBy3a+EWTOxYoaK5koC7Ry7xTzmvkNo8rnPe95ZY6Dm3BzOkZeTfPdtHqZSDYnIUqa1WpBiwoGMw2/KC+P/RBIAdAPpy1NRbPCvGhkGD0G2A7dOC1ISrMBswQhaT4372/mIVo90w/madOVZaSIEJgW5KRdLq1SRDB40MaDgbXTxTmmZiL3iCOOKCtlrBiyBJKGiowOMEDaq7TTaJ46R57TsMf828I9nl3v0SocE+EifBkZmZS3ikgoT/GjTdwT0sI2Ch1q7gQzn+ZyvFkv76dRmdFGjM7cX1QwmGn4NeuSv6cjkAFhGhixnw49IIwgKGy1F9dLGJlQLJFrzgdMC5LSaG5hyl0BV5pp5/1tVQgTgt22/jCatp058o65jqa9P+5NOjIFWZUk32nE1ITBTYoxME8QlHnqrJ4E4jjsBXa35JcZZaOITV/Z4gGMM3/pJ9f32muvhVdhUcFgJuG38AqPyTADwowBJS9tDgLTgqBMu9+sJYE3iRk20y3q97jJ42bek4KcNNO0f9Nk+xLNvau9zYnsvnnOU2d5T8KeTd5yzo0kzL1Lq5/WT+up2yzCvaucSfh1PZP3rotATgJfF5OluMIs5GNyHDIx12wkQxly2+epGxPUOK18nrzymURgGgI5BzANoYHeZ2tl/rBOe8j0sIc9rKz3H3Idh1S3ZP5D6o3Vr8umjQAwKxtoTARa1jiJbA665JJLynLHWJ0hrU0sNvUEYYCpWQYaeUwEEoFEYHYENmUEgHlbHmbbv6VlVrSMIytZ+A6x1f7IegmZJYPI0j1bzT0XfyaxkhKBRCARSATmR2BTRgC8CPIsyIUAny4ccj3gAQ/YYUu6zUHWZYe/FqMEXiMPPPDAsuLFpBV/M0mJQCKQCCQCi0Fgw0cAtHebSmLdulUqlgG2NXhLGvkjCbK8LlzRfuYznymrFuwCtGa8K3JTPL/djl0RlOCYmG23NyLbmwhMR2DDRwA26/Af0pzcsnTOWuPm+nXLusLm7xkjAWYfxHTELGQEYScsf+qn1N4xm0sA+R3nKhfJhwOreYk/k82keZcSNuto3ThXC3yvwIu75eOOO67gbKOUjVM2+CQlAonA+hCw8u5HfuRH1pfJHE/PU6ZgRl204QIAWE0nZipjVDBp4w4GL56qOYPwe3PMMcdU/mIDkclgo4GmD3ibM8JjJMdg3NvOSoSUTVZAm+RIbdY8+6RXns1Mi6JmBKVp0a4WVWbmkwhsFwRsQpuHv8yLD76HN03y8jpvvp7bcAFgrbqKY9rhGIr2zzdIm0S5etaznlW2jYcveWmYi2j7IQAsfbz00kt3ePznfu7ndjhv39/h5oQToxACQF3D/DQh6UIvi/bVh2j1Ij4RGIfULhW4N2669o08+HvhUkCUsGa0KztMw1d7pM1jIpAIzIaAndSbaVLFNwmAecoMnjuphRs+B0AbP+igg4qfEZU466yzyhbz2GbOpQFma5moFUI2wjSZfzwTzr6AwBPmoYceOqlNK3l9lghUEUHJztfwTW80NfQ9AyvZcdmoRGDACGz4CEDbn/jEJ64t/6RlP/e5z12DhKdGzqnOPffc4vL4937v99buWecvQpHNRFYAMQtZKXTYYYdVXAJvF5oWgaoZjKWJCenfFe2qmTZ/JwKJwPZDYFMEgPB+ogPxad+eYD399NML6iZ4CYpxxCxzwgknlCGQOYVpw5pxeSzztWkRqCYJgGVuc9Y9EUgENh6BTREA0Yw284/rfY8xB9A3/aqka0agaq6m4ho3gpSvSluzHYlAIrB5CGyqANi8Zq1WSeuJQNUUGKuFSrYmEUgE1ovAhk8Cr7eC+XxVVvxY42/uREQkk+aiYdknwTzWRbG3wr4IIwlkXuV1r3td12N5LxFIBLYBAikAlqCT1xOBaly0qze/+c3VSSedtAQtzyomAonARiKQJqCNRHeBefN+aqXUpAhU73vf+9ZKE/7QX9Bpp51WRbQr10zIJyUCiUAikAJgyd6Bed1GzBPtasmgyeomAonAjAikCWhGwDYiOUduf/qnf7oRWWeeiUAisGAEhh6Fb5bm5ghgFrQ2KC1HdhzmJSUCicDwEZjHJcNQW5UjgAH0jFgHPHgmJQKJwLARELGQS/tVoRQAA+jJ/fbbr7rwwgvLBO8AqpNVSAQSgQkIfOADH6gOOOCACXeX73IKgAH0GdfY973vfYvL6wFUJ6uQCCQCYxDgYfj9739/1fY8PCbp0lxKATCQrjriiCMqgXC4cE5KBBKBYSFw2WWXVYcffngl7kh4Mh5WDeerTQqA+XBb+FO8pFoNJCYCISBmQlIikAhsPQLnnXdedc973rN66lOfWnblb32NFleDnergBqPFZTecnOYNCGOC5/LLL9/UgDBN1AR7EfTl7/7u7yqbv4TNtIZ/Rbup2fT8nQgMAgERC22cFBjq/PPPLyv0uKQXt3wryIiDT695lEKek7nVn0QpABrI0MK3WgBEdUQJ++QnP1kZeqJvf/vbcWvLj8JXEkgbEaJu3sZZRjuk+ojUpk6UiaFQRI/rG4FuM+qNuem3IdUJ0/S9icHLEeO46IWbgU2UsZECIPcBBMoDO/pY999//0qcBLt/w5HbEKpJoyAAhsTcfCRDqg8nfNyfzzMS3ag+jjjcmxnudFpb9tlnn/JuG/kOhYb2Lm0kLjkHsJHoZt6JQCKQCAwYgRQAA+6crFoikAgkAhuJQAqAjUQ3804EEoFEYMAIpAAYcOdk1RKBRCAR2EgEUgBsJLqZdyKQCCQCA0YgBcCAOyerlggkAonARiKQAmAj0c28E4FEIBEYMAIpAAbcOVm1RCARSAQ2EoEUABuJbuadCCQCicCAEUgBMODOyaolAolAIrCRCKQA2Eh0M+9EIBFIBAaMQAqAAXdOVi0RSAQSgY1EIAXARqKbeScCiUAiMGAEUgAMuHOyaolAIpAIbCQCKQA2Et3MOxFIBBKBASOQAmDAnZNVSwQSgURgIxFY2YAwe+yxx9y4CeYR0ZPmzmSBD+66667VetqzwKqUrHbZZZcSEGZodRpafYA1pDrtvPPOpf+G9G6rkO/NOz4U8n4Pqd/UR0jIeep07bXXdsK6sgJgnhCKQBbGT8Qk8UCHQOrkw52nPRtV/xAAQ6vTkOoj+laEFtyofpg13yFGBIvvbUhRyrzfQ3qXfP/4wDx1miZYV1YATJN84z4eMYGRcIfzPD8uz/Ve0/FDqk+zPUPBSJ2GhpH6oCFhFHWJY6ngAP4Nse+GhtFGvUs5BzCADyCrkAgkAonAViCQAmArUM8yE4FEIBEYAAIpAAbQCVmFRCARSAS2AoEUAFuBepaZCCQCicAAEEgBMIBOyCokAolAIrAVCKQA2ArUs8xEIBFIBAaAQAqAAXRCViERSAQSga1AIAXAVqCeZSYCiUAiMAAEUgAMoBOyColAIpAIbAUCKQC2AvUsMxFIBBKBASCQAmAAnZBVSAQSgURgKxBIAbAVqGeZiUAikAgMAIEUAAPohKxCIpAIJAJbgUAKgK1APctMBBKBRGAACKQAGEAnZBUSgUQgEdgKBFIAbAXqWWYikAgkAgNAIAXAADohq5AIJAKJwFYgkAJgK1DPMhOBRCARGAACKQAG0AlZhUQgEUgEtgKBFABbgXqWmQgkAonAABBIATCATsgqJAKJQCKwFQikANgK1LPMRCARSAQGgEAKgAF0QlYhEUgEEoGtQCAFwFagnmUmAolAIjAABFIADKATsgqJQCKQCGwFAikAtgL1LDMRSAQSgQEgkAJgAJ2QVUgEEoFEYCsQSAGwFahnmYlAIpAIDACBFAAD6ISsQiKQCCQCW4FACoCtQD3LTAQSgURgAAikABhAJ2QVEoFEIBHYCgQ2TQB89atfrd73vvdVn/rUpzrb6f4ZZ5xRSd+kH/zgB9W5555bnXfeedVVV13VvJW/E4FEIBFIBOZAYFMEwMc//vHqqKOOqj796U9Xxx57bPVXf/VXY6v6spe9rHrxi19cSf/Yxz62+uIXv1jSfe9736uOPPLI6oMf/GD1hje8oeQxGo3G5pEXE4FEIBFIBPohsCkC4OUvf3l1/PHHV7/7u79bnXzyydXrXve66sorr9yhhhdffHF19tlnl/vPeMYzqkc+8pHVG9/4xpLmrW99a3XQQQdVz3nOc6pXvepV1Xe/+93qIx/5yA7P50kikAgkAonAbAhsuAC4+uqrqy996UvV/vvvX2p2q1vdqrrhDW9YffnLX96hpp/73OdKmutd74dVusc97lFdeOGFJc1FF11UOQ9q3otreUwEEoFEIBGYDYFdZks+e+qvfOUr1Y1udKNqp512Wnv4pje9afX1r3+92nfffdeuXXrppZXrQXvssUf1ta99rZxedtlllfMgvwmVJjEtGUEgAsY8wrykHs3y5s1nUc8Rire85S0Xld268wkhPbQ6Dak+8b4PsU5Dere9jOpzk5vcZN3v5aIyWKXv7fvf/34nLBsuAHbeeefqmmuu2aESRgU3uMENdrjWTifN7rvvXtJ03YtMDj744OpHf/RHy+muu+5azERxr+/RR3vjG9+4MuGs/CGQOu22227VtI7czLrqF3MwQ6uTuaKh0C677FLeX+bKoZA6oaG82+qC8Q/pe1Mn7/eQ3iW8Eh+Yp07T5ko3XADc7GY3q77zne+UTsbIEO3/1re+dfkd/25xi1tUn/jEJ+K0pNlnn33K+c1vfvNyHjc9f5vb3CZOy/GBD3zgDudGFLMSyU8AYGxDYW46ngD89re/PWtzNiz99a9//SIAhlQnQn9I9cFE/A2pTqF0DeXd9oKGAJiHuW3UCz60d0l98IF53qXguZOw2vA5AFqHCdx3v/vdpQ5nnXVWtddee5U/F0z+eiHvda97VRdccEF1ySWXFA3l1FNPrQ488MDyDO3+9NNPL+ksD7UU9IADDij38l8ikAgkAonAfAhs+AhAtZ74xCeuLf+kZT/3uc9dq+0TnvCE6oUvfGF197vfvXrc4x5XHX300dXee+9d3fa2t60e9ahHlXT3v//9yx4AK4M8/4hHPGKH+YO1zPJHIpAIJAKJQG8EdqptRJu2oP6KK66o9txzz87K2eTFJsgU06ZvfetbZVgdtsz2/eb5vCYgq5Quv/zyQZmATErDbihEQHtt4DQUMqocUn2Yf7zr87yHG4XpEE1AzLze7SGZgIb2LqkPExDT96zEBOR7nUSbMgKIwqcxf+nYu/yNoyGtFBhXv7yWCCQCicAyIbDhcwDLBEbWNRFIBBKB7YRACoDt1NvZ1kQgEUgEGgikAGiAkT8TgUQgEdhOCKQA2E69nW1NBBKBRKCBQAqABhj5MxFIBBKB7YRACoDt1NvZ1kQgEUgEGgikAGiAkT8TgUQgEdhOCKQA2E69nW1NBBKBRKCBQAqABhj5MxFIBBKB7YTAprqCGDqwtlrf9773rYSm/MVf/MWhV3fL6veYxzymxHg46aSTtqwOQy/4He94R/XsZz+7Ov/884s776HXdyvqx+XLT/7kT1YnnHBC9au/+qtbUYWlKFMkRR6VRVJcNOUIoIXotddeW/lLmoxAYjQZm7gTGG2iq60oemmOsAmclqbSW1DRjcQoBcAWdGgWmQgkAonAEBDYVGdwQ2hwVx0EOmH6iUA0XWm38z2xG8Kz5HbGoavtP/ZjP1beJe7Lk8YjABvfG6ySJiMgBvpGBfHJOYDJuOedRCARSARWGoFUT1a6e7NxiUAikAhMRmBbmYA+9alPVV/4whcqQypxhseRlQn/8A//UAIwMHU0YxMIR/mxj32sut3tblfd8Y53HPf40l/r20bBV2Cx33777WAy+/jHP14C+gQQd7jDHToDUkS6ZTp2vSPNdnRh0eddbOa1jL+ntVGwHCFhmyTwyb3vfe8S/1aI2Ca5vook1u8//dM/lRWIk9o36bvs+y5Oynfn42qadHOVrlva+c53vrO68sorqz/5kz8pYIu01SRRiY466qiy5Orcc8+tPvjBD1a/8Au/UISBj/nJT35yifL0mte8ptjA73znOzcfX/rffdv4rne9q3rJS15Swe/Nb35zddFFF5WP9uqrr65+67d+q/rGN75RffKTnyx/++67byXK2qpQ1zvSbGMXFn3exWZey/i7TxstkRUrPN6Vv/3bv63e//73V0K/+v5e/vKXV1/5ylfW7h922GHLCEVnndn2hcj99Kc/XU1q36Tvsu+72FmBeinWytPnP//50eGHHz665pprSltrpjU68cQTr9PuP//zPx/VL+7a9TpG8ehDH/pQOf/N3/zNUf3Clt+XXXbZ6Fd+5VdGtfRdS7sKP/q0sWZso1/7tV8bfe5znytNrtcnjx7wgAeM6j0Uo8985jOjWgCsAhQT29D1jjQfmoRF33exmdey/Z6njTUjHD360Y8enXPOOaW5tZI1OuWUU5at6TPV97Of/ezoiCOOGOEzT3/60yc+O+m77PsuTsy4vrEt5gBqZlXtv//+JaA8acgEdOGFF15HMNJk3QuKdLS5L33pSyUP92i0N7zhDasvf/nLkXTpj33buPPOO1evf/3rK5o9osEYwtbCtaqZXlnR8dd//deVUcJ3v/vdpcel3YBJ70g73SQs+r6L7fyW6XyeNr72ta+t7na3u62ZQeAnLvib3vSm6u///u9LDOplwqBPXX0fNgsa8Uyiru+y77s4KW/Xt4UAYGtsmnv22GOP6mtf+9p1cKk1+8q9oEhnGHqjG92omILinvzmCdIczw/tOEsbYYFsUHnFK15RlvKZUzGMZff91re+VY4Pf/jDK7bLVaJJ70i7jZOw6PsutvNbpvNZ28hkaOf0kUceudZMAuDDH/5w2UX9F3/xF1WtIa/dW5Ufd73rXYvQ62pP13fZ913syn9bTALTWmmoQaTq7rvvHqdrx0np2tc9II9VWgs/axtNPv3hH/5h0cxoMeiYY44pf0ZHSBqjgV//9V8v56vwr43TpHdpEha77LJLr3dxmbHqi1G00Tty4IEH7jBXxO3BnnvuWUbtD3zgA6sHP/jBZRS+3fYMtLGEWfCe9r1J72LgPO64LUYAt7jFLXbQ1mnu4zZ70WKbWr3ft771raub3exmZWIYQwuKe3G+7MdZ2mjo+rSnPa26yU1uUr3gBS+obKBDTGJNjH78x3+8og2uEk16R9ptnIRF33exnd8ync/axtNOO616yEMestZECzWs1otNdN4vZlca73ajru+y77vYhdm2EACWc1pSdskllxTpeeqppxaNAzBm0r1s6OCDD65OP/30YtdmujjvvPOqAw44oKK1HXTQQWXFgnRnnXVWtddee5U/56tA09pouV7sRnze855XlsE+85nPrGghQXB59atfXU4JCas6Dj300Li9EsdJ74jGeWfC5DUJi653cSUAqhvR1cbm96a9FAbvFnNIkKXXL33pS4sJyLV/+Zd/KSZbjuO2C8X31vVddr2LfXHaNjuB3/Oe91S8V+69997VbW972+r4448vjN2af6YMy9EMoZ7//OcXYUH7eMQjHlE97GEPK1gSEscee2xheO5ZumWN+ypRVxt/6Zd+qXrhC19YtP161UJptjXbQa985SvL/ogXvehF1b/+679W//7v/16WtfFkGJpcpF3mY9c78uIXv7jsG7Fc+Jvf/GY1CYtJ7+Iy49Ku+6Q2Nr83z7D1P+tZz6re/va375CFPSYnn3xyddVVV5V3ibLBU+8q0plnnlkZBf3RH/3RWvPie7v73e9eFNRxvKfrXVzLaMqPbSMA4OBlonFYXdBFJjHNEZC+bbriiiuKbbJ9fZXO19tG2r+RwW677bZKsOzQlq53pJlwEhZ938VmXsv2exFtNEFsMUZT2Vg2HBZV30nfZd93cVw9tpUAGAdAXksEEoFEYLsisC3mALZr52a7E4FEIBHoQiAFQBc6eS8RSAQSgRVGIAXACnduNi0RSAQSgS4EUgB0oZP3EoFEIBFYYQRSAKxw52bTEoFEIBHoQiAFQBc6eS8RSAQSgRVGIAXACnduNi0RSAQSgS4EUgB0oZP3EoEZEOC50S7pM844Y+2ps88+u3r84x9fApusXcwficBAEEgBMJCOyGosPwK3vOUti4fYOoBHcSrI5Th3IpzmuZeUCAwNgdwJPLQeyfosNQIc5t3znvcsDtEEyvniF79Ywhs2Y0svdQOz8iuFQAqAlerObMwQEBDrlvdY8SLEc/2Jn/iJIVQr65AIXAeBNAFdB5K8kAisDwHOBmn8ghA1AxGtL9d8OhFYPAI5Alg8ppnjNkaAi15ui7kcFzJTLOk60PlYz7LbGKZs+kAQuK6/44FULKuRCCwjAiKkff7zn6/4wycA9ttvvxI1TZyJpERgaAjkCGBoPZL1WVoEBDG/3/3uV735zW9eCyT0pje9qbIqyHLQ+9znPkvbtqz4aiKQAmA1+zVblQgkAonAVARyEngqRJkgEUgEEoHVRCAFwGr2a7YqEUgEEoGpCKQAmApRJkgEEoFEYDURSAGwmv2arUoEEoFEYCoCKQCmQpQJEoFEIBFYTQRSAKxmv2arEoFEIBGYikAKgKkQZYJEIBFIBFYTgRQAq9mv2apEIBFIBKYikAJgKkSZIBFIBBKB1UTg/wN2ay5LWL/TsAAAAABJRU5ErkJggg==" /><!-- --></p> <p>The parameters <code>hjust</code> and <code>vjust</code> align the box relative to the reference point specified by <code>x</code> and <code>y</code>, but they do not affect the alignment of text inside the box. To specify how text is aligned inside the box, use <code>halign</code> and <code>valign</code>. For example, <code>halign = 0.5</code> generates centered text.</p> <div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>() <span class="sc">+</span></span> <span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_textbox</span>(</span> <span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> df,</span> <span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(x, y, <span class="at">label =</span> label),</span> <span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a> <span class="at">width =</span> grid<span class="sc">::</span><span class="fu">unit</span>(<span class="fl">0.73</span>, <span class="st">"npc"</span>), <span class="co"># 73% of plot panel width</span></span> <span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">0</span>, <span class="at">vjust =</span> <span class="dv">1</span>,</span> <span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a> <span class="at">halign =</span> <span class="fl">0.5</span> <span class="co"># centered text</span></span> <span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">+</span></span> <span id="cb8-9"><a href="#cb8-9" aria-hidden="true" tabindex="-1"></a> <span class="fu">xlim</span>(<span class="dv">0</span>, <span class="dv">1</span>) <span class="sc">+</span> <span class="fu">ylim</span>(<span class="dv">0</span>, <span class="dv">1</span>)</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>While text boxes cannot be rotated arbitrarily, they can be placed in four distinct orientations, corresponding to rotations by multiples of 90 degrees. Note that <code>hjust</code> and <code>vjust</code> are specified relative to this orientation.</p> <div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>df <span class="ot"><-</span> <span class="fu">data.frame</span>(</span> <span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a> <span class="at">x =</span> <span class="fl">0.5</span>,</span> <span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a> <span class="at">y =</span> <span class="fl">0.5</span>,</span> <span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a> <span class="at">label =</span> <span class="st">"The quick brown fox jumps over the lazy dog."</span>,</span> <span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a> <span class="at">orientation =</span> <span class="fu">c</span>(<span class="st">"upright"</span>, <span class="st">"left-rotated"</span>, <span class="st">"inverted"</span>, <span class="st">"right-rotated"</span>)</span> <span id="cb9-6"><a href="#cb9-6" aria-hidden="true" tabindex="-1"></a>)</span> <span id="cb9-7"><a href="#cb9-7" aria-hidden="true" tabindex="-1"></a></span> <span id="cb9-8"><a href="#cb9-8" aria-hidden="true" tabindex="-1"></a><span class="fu">ggplot</span>() <span class="sc">+</span></span> <span id="cb9-9"><a href="#cb9-9" aria-hidden="true" tabindex="-1"></a> <span class="fu">geom_textbox</span>(</span> <span id="cb9-10"><a href="#cb9-10" aria-hidden="true" tabindex="-1"></a> <span class="at">data =</span> df,</span> <span id="cb9-11"><a href="#cb9-11" aria-hidden="true" tabindex="-1"></a> <span class="fu">aes</span>(x, y, <span class="at">label =</span> label, <span class="at">orientation =</span> orientation),</span> <span id="cb9-12"><a href="#cb9-12" aria-hidden="true" tabindex="-1"></a> <span class="at">width =</span> grid<span class="sc">::</span><span class="fu">unit</span>(<span class="fl">1.5</span>, <span class="st">"in"</span>),</span> <span id="cb9-13"><a href="#cb9-13" aria-hidden="true" tabindex="-1"></a> <span class="at">height =</span> grid<span class="sc">::</span><span class="fu">unit</span>(<span class="fl">1.5</span>, <span class="st">"in"</span>),</span> <span id="cb9-14"><a href="#cb9-14" aria-hidden="true" tabindex="-1"></a> <span class="at">box.margin =</span> grid<span class="sc">::</span><span class="fu">unit</span>(<span class="fu">rep</span>(<span class="fl">0.25</span>, <span class="dv">4</span>), <span class="st">"in"</span>),</span> <span id="cb9-15"><a href="#cb9-15" aria-hidden="true" tabindex="-1"></a> <span class="at">hjust =</span> <span class="dv">0</span>, <span class="at">vjust =</span> <span class="dv">1</span></span> <span id="cb9-16"><a href="#cb9-16" aria-hidden="true" tabindex="-1"></a> ) <span class="sc">+</span></span> <span id="cb9-17"><a href="#cb9-17" aria-hidden="true" tabindex="-1"></a> <span class="fu">xlim</span>(<span class="dv">0</span>, <span class="dv">1</span>) <span class="sc">+</span> <span class="fu">ylim</span>(<span class="dv">0</span>, <span class="dv">1</span>) <span class="sc">+</span></span> <span id="cb9-18"><a href="#cb9-18" aria-hidden="true" tabindex="-1"></a> <span class="fu">scale_discrete_identity</span>(<span class="at">aesthetics =</span> <span class="st">"orientation"</span>)</span></code></pre></div> <p><img src="data:image/png;base64,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" /><!-- --></p> <p>The previous example uses the <code>box.margin</code> argument to create some space between the reference point given by <code>x</code>, <code>y</code> and the box itself. This margin is part of the size calculation for the box, so that a width of 1.5 inches with 0.25 inch margins yields an actual box of 1 inch in width.</p> </div> <!-- code folding --> <!-- dynamically load mathjax for compatibility with self-contained --> <script> (function () { var script = document.createElement("script"); script.type = "text/javascript"; script.src = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"; document.getElementsByTagName("head")[0].appendChild(script); })(); </script> </body> </html>