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<h1 class="title toc-ignore">Getting Started</h1>



<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a><span class="fu">library</span>(patchwork)</span></code></pre></div>
<p>Patchwork is a package designed to make plot composition in R
extremely simple and powerful. It is mainly intended for users of
ggplot2 and goes to great lengths to make sure ggplots are properly
aligned no matter the complexity of your composition.</p>
<p>In this tutorial we’ll work through the basics of using patchwork. In
the end you’ll have a fairly good understanding of the API, and will be
ready to dive into some of the more advanced topics covered in the other
vignettes.</p>
<div id="example-plots" class="section level2">
<h2>Example plots</h2>
<p>We’ll start by creating some example plots to use throughout this
tutorial:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" tabindex="-1"></a><span class="fu">library</span>(ggplot2)</span>
<span id="cb2-2"><a href="#cb2-2" tabindex="-1"></a>p1 <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(mtcars) <span class="sc">+</span> </span>
<span id="cb2-3"><a href="#cb2-3" tabindex="-1"></a>  <span class="fu">geom_point</span>(<span class="fu">aes</span>(mpg, disp)) <span class="sc">+</span> </span>
<span id="cb2-4"><a href="#cb2-4" tabindex="-1"></a>  <span class="fu">ggtitle</span>(<span class="st">&#39;Plot 1&#39;</span>)</span>
<span id="cb2-5"><a href="#cb2-5" tabindex="-1"></a></span>
<span id="cb2-6"><a href="#cb2-6" tabindex="-1"></a>p2 <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(mtcars) <span class="sc">+</span> </span>
<span id="cb2-7"><a href="#cb2-7" tabindex="-1"></a>  <span class="fu">geom_boxplot</span>(<span class="fu">aes</span>(gear, disp, <span class="at">group =</span> gear)) <span class="sc">+</span> </span>
<span id="cb2-8"><a href="#cb2-8" tabindex="-1"></a>  <span class="fu">ggtitle</span>(<span class="st">&#39;Plot 2&#39;</span>)</span>
<span id="cb2-9"><a href="#cb2-9" tabindex="-1"></a></span>
<span id="cb2-10"><a href="#cb2-10" tabindex="-1"></a>p3 <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(mtcars) <span class="sc">+</span> </span>
<span id="cb2-11"><a href="#cb2-11" tabindex="-1"></a>  <span class="fu">geom_point</span>(<span class="fu">aes</span>(hp, wt, <span class="at">colour =</span> mpg)) <span class="sc">+</span> </span>
<span id="cb2-12"><a href="#cb2-12" tabindex="-1"></a>  <span class="fu">ggtitle</span>(<span class="st">&#39;Plot 3&#39;</span>)</span>
<span id="cb2-13"><a href="#cb2-13" tabindex="-1"></a></span>
<span id="cb2-14"><a href="#cb2-14" tabindex="-1"></a>p4 <span class="ot">&lt;-</span> <span class="fu">ggplot</span>(mtcars) <span class="sc">+</span> </span>
<span id="cb2-15"><a href="#cb2-15" tabindex="-1"></a>  <span class="fu">geom_bar</span>(<span class="fu">aes</span>(gear)) <span class="sc">+</span> </span>
<span id="cb2-16"><a href="#cb2-16" tabindex="-1"></a>  <span class="fu">facet_wrap</span>(<span class="sc">~</span>cyl) <span class="sc">+</span> </span>
<span id="cb2-17"><a href="#cb2-17" tabindex="-1"></a>  <span class="fu">ggtitle</span>(<span class="st">&#39;Plot 4&#39;</span>)</span></code></pre></div>
<p>These plots are fairly meaningless and only serve to illustrate plot
composition - don’t read anything into the resulting plots.</p>
</div>
<div id="basic-use" class="section level2">
<h2>Basic use</h2>
<p>The absolute simplest use is the extension of the <code>+</code>
operator used in ggplot2, to allow adding plots together:</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a>p1 <span class="sc">+</span> p2</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
<p>When adding plots together, the last added plot will be the active
one, and will receive any addition of new ggplot2 objects such as geoms,
labels, etc:</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" tabindex="-1"></a>p1 <span class="sc">+</span> p2 <span class="sc">+</span> <span class="fu">labs</span>(<span class="at">subtitle =</span> <span class="st">&#39;This will appear in the last plot&#39;</span>)</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
</div>
<div id="controlling-layout" class="section level2">
<h2>Controlling layout</h2>
<p>By default, patchwork will try to keep the grid square, and fill it
out in row order</p>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" tabindex="-1"></a>p1 <span class="sc">+</span> p2 <span class="sc">+</span> p3 <span class="sc">+</span> p4</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
<p>This can be controlled with the addition of a
<code>plot_layout()</code></p>
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" tabindex="-1"></a>p1 <span class="sc">+</span> p2 <span class="sc">+</span> p3 <span class="sc">+</span> p4 <span class="sc">+</span> <span class="fu">plot_layout</span>(<span class="at">nrow =</span> <span class="dv">3</span>, <span class="at">byrow =</span> <span class="cn">FALSE</span>)</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
<p><code>plot_layout()</code> have all sorts of amazing features for
controlling the layout of your composition. See the <em>Layout</em>
vignette for a full rundown of all its options.</p>
</div>
<div id="stacking-and-packing-plots" class="section level2">
<h2>Stacking and packing plots</h2>
<p>Often you want to place plots on top of each other, or beside each
other, rather than fill out a grid. While this can be accomplished by
adding a one-row or one-column layout, patchwork also provides two
operators that does this directly and further provides visual cues to
the layout. <code>|</code> will place the plots beside each other, while
<code>/</code> will stack them:</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a>p1 <span class="sc">/</span> p2</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
<p>As patchworks can be nested, these two operators are often enough to
create rather complex layouts:</p>
<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" tabindex="-1"></a>p1 <span class="sc">|</span> (p2 <span class="sc">/</span> p3)</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
</div>
<div id="annotating-the-composition" class="section level2">
<h2>Annotating the composition</h2>
<p>It is often necessary to add titles, captions, tags, etc. to a
composition. This can be achieved by adding a
<code>plot_annotation()</code> to the patchwork:</p>
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" tabindex="-1"></a>(p1 <span class="sc">|</span> (p2 <span class="sc">/</span> p3)) <span class="sc">+</span> </span>
<span id="cb9-2"><a href="#cb9-2" tabindex="-1"></a>  <span class="fu">plot_annotation</span>(<span class="at">title =</span> <span class="st">&#39;The surprising story about mtcars&#39;</span>)</span></code></pre></div>
<p><img role="img" 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" /><!-- --></p>
<p>Patchwork also provides auto-tagging capabilities, in order to
identify subplots in text:</p>
<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" tabindex="-1"></a>p1 <span class="sc">+</span> p2 <span class="sc">+</span> p3 <span class="sc">+</span> </span>
<span id="cb10-2"><a href="#cb10-2" tabindex="-1"></a>  <span class="fu">plot_annotation</span>(<span class="at">tag_levels =</span> <span class="st">&#39;I&#39;</span>)</span></code></pre></div>
<p><img role="img" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkAAAAGACAYAAABFmt0fAAAEDmlDQ1BrQ0dDb2xvclNwYWNlR2VuZXJpY1JHQgAAOI2NVV1oHFUUPpu5syskzoPUpqaSDv41lLRsUtGE2uj+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/8leAvFY9bLAAAAOGVYSWZNTQAqAAAACAABh2kABAAAAAEAAAAaAAAAAAACoAIABAAAAAEAAAJAoAMABAAAAAEAAAGAAAAAAEIEMHcAAEAASURBVHgB7J0JnE7V/8e/2cbYx75L9n352RJRP2tI0SIUKuonKoqULJWUlFKpKLQQimiRXVJ2JbJT9n0Z2yxmxsz/fo7/eTzPzHOfbZ478yyf43U9dznr+56593vP+Z7v96YUIwgDCZAACZAACZAACYQRgSxh1FY2lQRIgARIgARIgAQUAQpA7AgkQAIkQAIkQAJhR4ACUNjdcjaYBEiABEiABEiAAhD7AAmQAAmQAAmQQNgRoAAUdrecDSYBEiABEiABEqAAxD5AAiRAAiRAAiQQdgQoAIXdLWeDSYAESIAESIAEKACxD5AACZAACZAACYQdAQpAYXfL2WASIAESIAESIAEKQOwDJEACJEACJEACYUeAAlDY3XI2mARIgARIgARIgAIQ+wAJkAAJkAAJkEDYEaAAFHa3nA0mARIgARIgARKgAMQ+QAIkQAIkQAIkEHYEKACF3S1ng0mABEiABEiABCgAsQ+QAAmQAAmQAAmEHYF0C0AjRoyQ119/PezAscGBRcBZP3R2LrBqzdqEA4GNGzfKE088IVu3brU119NztgTcIQES8DuBdAtAs2fPlnnz5vm9YsyQBLwh4KwfOjvnTZ6MSwL+ILBv3z6ZMmWKHDp0yJadp+dsCbhDAiTgdwLpFoD8XiNmSAIkQAIkQAIkQAIWE6AAZDFgZk8CJEACJEACJBB4BCgABd49YY1IgARIgARIgAQsJkAByGLAzJ4ESIAESIAESCDwCFAACrx7whqRAAmQAAmQAAlYTIACkMWAmT0JkAAJkAAJkEDgEaAAFHj3hDUiARIgARIgARKwmAAFIIsBM3sSIAESIAESIIHAI0ABKPDuCWtEAiRAAiRAAiRgMQEKQBYDZvYkQAIkQAIkQAKBR4ACUODdE9aIBEiABEiABEjAYgI3pRjB4jKYPQmQAAmQAAmQAAkEFIFsAVWbDK7MmTNn5OWXX3YoNUuWLJI3b14pUaKEdO3aVcqWLWu7vm7dOvn8889l1KhRUrJkSdt5T3bOnj0rhQsX9iSqLc748eNVPXr27Gk7x53wITBt2jTZsGGDQ4MjIiKkQIEC0qhRI2nXrp1ky3b9Tzg9fRMFeNI/L126JF988YXs2rVLUI8GDRpIt27dJGvWrA515EHwE/Cm76G1w4cPV89KeL33NnjS9y5evChTp06V3bt3S6VKlaRNmzZSp04db4tifBJwJIARoHANhkdmjH6lGAJPSunSpW1bvnz51HlDGEr55JNPbHgM4Ued//vvv23nPNn5/vvvUwzhx5OotjjGA0iVNWjQINs57oQXgR49eqg+UKpUKVvfLFasWEr27NnV+erVq6dcuHBBQfG1byYkJKS0bds2ZcyYMS7hGi+elKJFi6pymzRpklKxYkW1bwhiKTExMS7T8mLwEfCm76F1N998c4rxwehVQz3te4bwk4K/AUPQTmnVqlWK8XGaYgj+KdOnT/eqPEYmgdQEqANkSEADBgyQI0eO2DZ8bWzfvl0qVKigrh0+fNhRavTyaNWqVWK8qDxKdfXqVTUq1a9fP4/iM1LoE/j3339tffPkyZMSFxen+sjOnTtl6NCh6QKAvJYsWeI2j759+8rly5cFZWK0yfh4EIwSbNy4UV5//XW36RkhOAkEQt97++23BaP1e/bskWXLlqm/hY4dO8rjjz8u0dHRwQmWtQ4IAhSATG5DjRo15JlnnpGkpCT5/fffTWJdP218yciWLVtk0aJFcvDgQYe4p0+fFkwdIOCaqz/Y2NhYqVevnrzxxhsybNgwwXQcAwmkJoApp1deeUWMERn55ZdfUl92OHbVN3FNC/fol+ifxheSQ3oc4INgzZo10rlzZ6lWrZrteq9evaRMmTICAZ8hPAhkdN9LTk6WHTt2yFNPPaU+SEEZdejevbtcu3ZN1q5dGx7g2UpLCPAN6wIr/tAQjCF+01j4IqlSpYrUr19fOnXqJOXLl5fWrVvL0aNHVRqM5GDuGoIUrr355pumeaEc6Bzhj/q1114zjccLJABBBfo/6embGM2pVauWgvnOO++o/hkfH58Gbv78+eXcuXNiTAc7XLty5Yo6D50khvAhkJF9Dx+B8+bNkwkTJjgAnjNnjjquXbu2w3kekIA3BCgAmdDCVBQe+DfddJMYOg9OY+Hr+b777hNjfloNz+LlsXjxYtm2bZvce++9gq+Xr776Sp588kn1soKyHxSozUKRIkVU+saNG5tF4XkSUATmzp0rx48fl1tvvdUpEU/6JoSfAwcOqPQvvfSSUoSOjIx0mh+EHAhC9gEK0Ri1vOeee+xPcz/ECWR039M48RH56aefqsUpCxYskHHjxqkRSH2dvyTgLYGwXgWmYf38889qjhnH+LrB1y5W35w4cUL69+9v+0rW8fUvpqogKM2ePVsMJWp12lAoFXxNP/zwwzJ//nz1x6pfKoUKFdJJ+UsCHhOAAK1HI9HfILRgSgoCCfqgs+Bp3yxYsKBKnitXLvGmf2Laa8iQIdKyZUuli+GsDjwX/AQCqe9hihaqAdCnxIramjVrBj9gtiBTCXAEyMCPFwqmsrCtWLFCfVk3b95cvvvuO5k0aZLpDTJWgwmGYLXwoyN26NBB7W7dulWf4i8J+EwAfVL3TygdQ1gZPHiw7N27Vy0JdpaxlX0Tgv1dd90lxio0NT2BUVKG0CQQSH3PWHmoPk4hCMFECZ6zqadlQ/MusFVWEeAIkEEWCnZjx471mjH0fJx9hURFRakpL4wkMZBAeglgxVWOHDm8ysaqvvnRRx/JwIED5Y477lAfCIbJCK/qxcjBRSCQ+p4mB8V7jLLPmjVLjb5jlIqBBHwhwBEgX6j9fxr8IUIPI3U4deqUUnrWCqapr/OYBKwmYEXfxLQaPhYeeeQRteKRwo/VdzE48/dn38NH5AcffKDMLdjTgFoBVurCXAkDCfhKgAKQr+SMdA0bNlQKz7BOah/0CgUsaUeA/gYUorExkEBGEPC0b2pTC1AwdRUmT54sUJR+4YUXxDBAJ4YxRlfReS2MCfiz72HkE9O9MEliH2CfCKtl69ata3+a+yTgFQEKQF7hcoz84osvKrcZWAWzfPlyOXTokFqlALPwXbp0Ua4CkALKqhB+YNBr8+bNjpnwiAQsIOBp34Q+EV4yWAjw9ddfC2wDpQ6wZQXBByvBcufOLYbVaIfNlZ5c6rx4HPoE/Nn34JYIo47r16+X5557To34YGUtdIDwYemL6kLo3wG20GMCxqqnsA3aFYbxB+sRA2fuBgwjXSnGUmRYj1ObsZQ9xZiTTjFeJLY8ja+VFMOqtLpuLI+3nXe3A1ccdIXhjlLoXtfuCIyVX24b6WvfRMaGwJ5iCEGqfxqK+2nKMuxY2fq37uf2v+jbDKFFwJu+h5andoXhyXMR6dz1PcRB/zdWHNpcwKDvGbbXUlauXInLDCTgMwF6gzf+mvwRYO0ZX8pwn2G2Kgbz2dCb4PSBP4gzD08JeNI3MfIDw4Z6WbyneTMeCbgi4M++Bztr+/fvV0vgixcv7qpYXiMBjwhQAPIIEyORAAmQAAmQAAmEEgHqAIXS3WRbSIAESIAESIAEPCJAAcgjTIxEAiRAAiRAAiQQSgQoAIXS3WRbSIAESIAESIAEPCJAAcgjTIxEAiRAAiRAAiQQSgQoAIXS3WRbSIAESIAESIAEPCJAAcgjTIxEAiRAAiRAAiQQSgQoAIXS3WRbSIAESIAESIAEPCJAAcgjTIxEAiRAAiRAAiQQSgQoAIXS3WRbSIAESIAESIAEPCKQzaNYIRrpxIkTqmWFCxdWTiBhtt1ViIqKkujoaFdRlKsLOJc8e/asy3hwkHr58mWXHuJz5swpKPPkyZNiODsxzS8yMlJdh6l4swCv38WKFZPz58+L4VvHLJpyMAiHl+5YGD7PVD7u4nnCDCzglJPhBgF4Zwdbs3sFJ5GxsbFy7dq1G4ns9sAdLllwv50F9AfkcfHiRWeXlYPUQoUKyZkzZ8TMUzycoyK9Wd/E31ViYqJpGXAJExERoVxwOKuEJ/3fXf8qWrSo4gQ3H84CygCnuLg4Z5eV81fUEVu4BLjs0U5xs2XLJmBkxs8dE7j+ATv0I18C+giepzExMb4kV46okYe757FZ5igbDPC35kvA3wictoKpLwF1x98RgzUEOAJkDVfmSgIkQAIkQAIkEMAEKAAF8M1h1UiABEiABEiABKwhQAHIGq7MlQRIgARIgARIIIAJUAAK4JvDqpEACZAACZAACVhDgAKQNVyZKwmQAAmQAAmQQAATCOtVYAF8X1g1EiABEsg0AlgZh4BfvaWnMjo/b/PQZfuaXpfna/rMLl/Xn7/WEKAAZA1X5koCJEACQUkAS7+1WQoIAFjGjc2XgGXcMLkAUxe+BKTFhqXovgR/lA8GyMeXgHRI72v7zUxQ+FIXpklLwLdelTYfniEBEiABEggBArABpO3++MsO0IULF3wiAwHCH3aAfC3fX3aAfC0f7Ye9LgZrCFAHyOC6f/9+adOmjTRq1Ei6detmahTNmlvAXEmABEiABDKCwOTP50jb+/pKu/v7ya9rNmVEkSwjgAmE/QgQJPPq1aurYUpYtIXV5caNG8v69ettw8ABfP9YNRIgARIgAQ8I9B/yqqyyE3qeeekNGTnkf9KlY2sPUjNKKBII+xGg4cOH24Qf3GDMucLs+hdffBGK95ttIgESIIGwI3Dw8DEH4QcAEgw3LePenxp2LNjgGwTCXgCCj5jUvozgf8mdj6sbCLlHAoFHYNKkSTJhwoTAqxhrRAKZQODylRjJny9PmpJjY537gEsTkSdCkkDYC0B33XVXGg3/5ORkuf3220PyhrNR4UFg7969snv37vBoLFtJAm4IVLylrFKmto+G1WUF8lPB2J5JuO2HvQDUq1cvadmypbrv8FyM5Z+YFrv11lvDrS+wvSRAAiQQkgQiDY/2098fo9qWN08uyZc3j5QqUVQWfzNFvvpumfQdNkFeemuqXOGIUEjef7NGhb0SNMAsXLhQVqxYIQcPHpRKlSoppWgzYDxPAiRAAiQQfARuubmMrFs8S9Zt/ktyGMvLmzWpLw8PGicHj5yQxKRrksWw17P4102ycPpYKVG0YPA1kDX2mkDYjwBpYuXLl5dy5cpJsWLF9Cn+kgAJkAAJhBAB6AG1u7OZ3Nm8saz9Y6fsO3BUCT9oYrKxChhC0NhJM0OoxWyKKwIUgAw6b731ljRo0EB69uwptWrVkiVLlrhixmskQAIkQAJBTuBc9CWJzBnh0AoIQSdOn3c4x4PQJRD2AtDixYvl5ZdfVpZPz5+/3vH79OlDBdLQ7fNsGQmQAAlI5fKl06wAzp49m9SsfDPphAmBsBeAZs2aleZWw/z7okWL0pznCRIgARIggdAgUKtqeXmo0x2qMZj6wmhQQWNV2MhnHg6NBrIVbgmEvRJ0ZGRkGkhw/AcfMAwkQAIkQALBTWD12k2y4te1hh2gvNLjvg4Ojl0H9rlXGtevJlu275d8xuqw++66XTlfDe4Ws/aeEgh7AWjAgAFqtCfRsAqqAwwhPvLII/qQvyRAAiRAAkFIYMw7H8tnX31rWPi/JtmNkf03J34qm5Z/I7lz3fjwbVSnqmBjCD8CYT8FVrNmTVm1apVor8c4hh8weuANvz8GtpgESCB0CPy9c698PG2WJCYmKV0fuL7Ili2rvPHelNBpJFuSLgJhPwIEeg0bNhQ4RaX7i3T1JSYmARIggYAhsOefg2qkJ8bOuCFGgrZu3xMwdWRFMpdA2I8AZS5+lk4CJEACJGAFgSKFCipH1/Z5Q9m5cMEo+1PcD2MCYT0CBF8wCDcZfxTY9LFZf/A0jqfx3JWnr+M3tcNW+zqiPAQd3/6a3tfX8Kv39TX7X+TlSf11Gld5IY4neen66zz5e52AK3b6mqt+gVzM7o8+r39TM9f3BNddxUE8HTd1HjjW9XR2Dfm6u450iGfWTlfpkRbXXcXx5DryYQg+Ai2aNpAaVSvKhj+2qcpf78s3ycQ3Xgy+xrDGlhAIawEoT57r3oHxh5HdMI2uj81IY3WYuzjIB/m5iwedo9y5c5s+2FEHlIeAeK4C8sILAmWbBTzoEXIaPnHcxfOEBdqIlXLu2ukJM9SfwZEA7hdWKJqtRsR5xHElGOC62f3BNVf3GfcXAXUwKwP3zSx/pEUeruLgOvoH6uIseNL/3fUv5K1ZmZWBOGZ9EIzM6ucsP54LLALfffmhTJs5T35a8osa+Xnuqd7KD1hg1ZK1ySwCYf3m0To/eEAmJCS41QGKiopyGwcOVZGfztvsxubPn18uX74s8DxvFiCsYEM8s5cQ0uqXVHx8vFlW6mUER6+xsbGCVW5mAS8UCFzu6h8REeE3ZmDhSigzq2son8f9dnWvoKSP69euXXOKAemxmd1HCB/Iw+w6+jD6VUxMjLGCJslpGQUKFHDZN5EHVlealYF7jn505coVp/l70v/d/U0iD/R3V2VAwImLi3NaB/wtoI4MwUvgid7dpGvHVsHbANbcMgLUAbIMLTMmARIgARIgARIIVAJhPQLkz5sCT/KwHo0vRvgU01MI/iyDeZEACZAACZAACfiHAAUgP3DcvHmz3H333WoaB8Ppw4YNk5UrV0rVqjSu5Qe8zIIESIAESIAE/E6AU2DpRArdAQg/CNB3gC4RAhyq2luXVif5HwmQAAmQAAmQQEAQoACUzttw9uxZgRJv6nDu3DlTxcrUcXlMAiRAAiRAAiSQsQQoAKWTN4QfZ6tksOqEK5vSCZfJSYAESIAESMAiAhSA0gkWy95Hjx7tkAuWzU6fPl0tI3a4wAMSIAESIAESIIGAIEAlaD/chh49ekjFihXls88+U3Z7Bg4cKJUrV/ZDzsyCBEiABEiABEjACgIUgPxEtXHjxoJNG0KEbhADCZAACWQ2gcOHD8vx48dt1ShUqJBUqlTJdswdEghXAhSAwvXOs90kQAJhQQAj06dOnRJY7kaoXbs2BaCwuPNspDsCFIDcEeJ1EiABEghiAvv27ZNx48ZJ2bJlg7gVrDoJ+J8ABSD/M2WOJEACJBAQBOAv7vz583LmzBlZvXq1tGzZUkqXLu1Qt2XLlsmECRNs50aMGCENGzZUxzDsig0+1XwJsIiPrXDhwr4kV2WjfPil8yVoZ7vpLR9+FH0J2qGvr+Vru3K+lM007glQAHLPiDFIgARIICgJ/PPPP8oZ7KZNm5QQ8eyzzyojrR06dLC1p0iRItKkSRPbcZ48eWwGXSG84CXuq1FXOMSFAOPri9wf5SMPX8vXApQzUyc2YC52sCI4Pe03c3bsokhe8oIABSAvYDEqCZAACQQTgWrVqsn8+fMlKipKVRurVadNmyb2AlDdunUFmw4w4nrp0iV1mC1bNjX6A7tmvgQsCoEQoPPzNg/YUoMQFRMT421SFR922pCHr+WjbDDASJovAXpXEKJ8LZ+25Hyh7nka2gHynBVjkgAJkEBQEbhw4YJER0fb6gw9IChEJycn285xhwTClQAFoHC982w3CZBAyBO4ePGiDBo0SLnlSUlJkZ9++klatGih9HJCvvFsIAm4IcApMDeAeJkESIAEgpVAhQoVpEuXLtKvXz/lsgdTUq+99lqwNof1JgG/EqAA5FeczIwESIAEAotAr1695OGHHxbo8UAAYiABErhOgFNg7AkkQAIkEOIEsBKKwk+I32Q2z2sCFIC8RsYEJEACJEACJEACwU6AAlCw30HWnwRIgARIgARIwGsCFIC8RsYEJEACJEACJEACwU6AAlCw30HWnwRIgARIgARIwGsCFIC8RsYEJEACJEACJEACwU6AAlCw30HWnwRIgARIgARIwGsCFIC8RsYEJEACJEACJEACwU4g4AWgPXv2CDb7gOOlS5fK2bNn7U8rr8dr1qyRtWvX+uy92CHDTDiAsbKTJ08KvQBnAnwvi7x8+bL88ssvDqnQJ5csWZKmzyKSWb91yIAHJEACJEACGUIgoAUgOPIbOnSorFu3zgbj3XfflfHjx8uWLVvksccek8OHD6trcXFx0rt3b/VCmjFjhkoH3zfBFD744AOpXbu2NGvWTMqUKSPHjx8PpuqHXV0nTJggn3/+ua3d6JN9+vSRvXv3qv4HL9w6mPVbfZ2/JEACJEACGUsgoF1hvPXWW1KwYEEbkYMHD8pvv/0mc+fOVc78Zs+eLTNnzpQXX3xR5syZI40bN5Znn31WxX/iiSdkw4YN0qRJE1v6QN5ZsGCB4CUZHx9vq2bDhg3VaJDtBHcChgBGIA8dOuRQn/fee0/GjBkjderUkQceeEAef/xx6dChgxJkzfqtQwY8IAESIAESyDACASsA/fjjjxIVFSWlS5e2wfj333/VCAnMuiPUr19fFi5cqPb3798vbdq0Ufv62s6dOx0EIIwc4escAXm/+uqraj9r1qwSERGhzqkTJv9lz57dbZxs2bIp4Qz5uwrIC+XqUapPPvnEQfhBWtRp2bJl6iXqKi/kgxAZGekqmrqWJ08eyZUrl2m8m266SdXLXf1xD/zJzLRCAXjh1KlT8vXXX8uAAQMEo3YISUlJcvToUdU/cVysWDHF+dixY3LgwAHTfou4COjHEIJ1GD16tBQpUsT0XqGfoQ/p/qPT6V/cH9xLs/uIa8jD1XXkBfcJZmXovwez6+iXruqAOmJDPs4CriEUKFDA2WV1TtfBLALywN+FWRn6bydnzpxOs9DXnV7kSRIggaAmcP0JE2BNwIvku+++Uy8Y+6qdOHFC8ufPbzuFh/O5c+fUMfRm7H3d2F/TCcwe1Pp6Zv46e9AmJydnZpVYthMCuCevv/66GmnMnTu3Lcbp06cFx3jh64C+ev78eXHVb3Vc/pIACZAACWQsgYAbAcKXNF4wzz//fJoRDQgJ9srBiKtHPVxd00ihT2Qf8GJCKFy4sCQkJMilS5fsL6fZx9dydHR0mvP2JyB45ciRw208vByhRKuFHHhshg6JfUB92rVrJ9CFciW8gQGu20+f2eeDfXwJ4ysXStZXr15Nfdl2DI54kbtjgdEJ5OMunifMwAKjEcEQZs2aJVWrVpW6devKrl27bFVO3f9wAf0TzFNfs++3OgNMlWHTAXHA1uxe5c2bV2JjYx3+HnRa/KJfoU+Y9Vf0B+Rx8eJF+2S2ffRhjPChDqiLs4CRGaQ365v4u0pMTDQtA6MyKAN90lkAO9TDVf9317+KFi0q0A90VQaEVsRxFvC3gDoykAAJhB6BgHvrHDT0fPBiGTRokKKNBygeUFhdU69ePdm2bZvtLuDrukSJEuoYD1sc64B9KBIHS4DOCHRKoAeEaSo8uKFEiwcwBCWGwCDw888/y5kzZ9R0FV78EFA6d+4s8+bNk5iYGHWsX5jogyVLllR6XGb9NjBaxVqQAAmQQPgRCDgBqGLFirJq1Srbnfjoo4+UHkRvY4UXvkYnTpwoR44cUYIP9IQaNWqk4jZv3lwWLVok+MXXHpbCv/nmm7Z8gmFnyJAh8uSTT6oXKQQ6CEIMgUUASvc6QFBHH/viiy/UKSjh//DDD3L//ffL6tWrlX4NRiigzG7Wb3Ve/CUBEiABEshYAgEnALlqPqaX+vXrp1bXYHVYuXLlpHv37ipJq1atBDaAHnroITXd061bNylfvryr7ALyGqYlsDEEH4H+/fvblr9jimnkyJGqEa76bfC1kjUmARIggdAgEPACEF4q9qFjx47Stm1bNdVgP0ICHZLXXntNTRdBJyZYdErs28b94CJQrVo12+gPag6BHOYYoLOSeuWSWb8NrhaztiRAAiQQOgQCXgByhhrKk2bLWjl64owYz2UkgdTCjy7bVb/VcfhLAiRAAiSQMQQCchl8xjSdpZAACZAACZAACYQrAQpA4Xrn2W4SIAESIAESCGMCFIDC+Oaz6SRAAiRAAiQQrgQoAIXrnWe7SYAESIAESCCMCVAACuObz6aTAAmQAAmQQLgSCMpVYOF6s9ju8CQAa+itW7f2qfEtW7b0Kh2Mi3IlpVfIGJkESCBICVAACtIbx2qHHwH4Cqtfv74lDf/7778dvNFbUggzJQESIIEAIkABKIBuBqtCAq4IwNXGgw8+6CqKz9fgwmPBggU+p2fC0CEAX3bwQYgAP4xw5mtmd81dq2GQFlbR4RLGl4DykR5OcX0J6S0fZaMO2r+ft3UAN6T3tf1mjoi9rQfjOydAAcg5F54lARIggbAkAAe/2gEzBIicOXMq/4q+wIAbGAgP0dHRviRXgheEHzga9iXkz59f5eFr+SgbDGJjY30pXlmEhwDpa/kQoOw9HvhUCSYyJUAlaFM0vEACJEACJEACJBCqBCgAheqdZbtIgARIgARIgARMCVAAMkXDCyRAAiRAAiQQmgTWr18vb7zxhqxbt0569+4t9913n2AVKPSOcL5Tp07yzjvvyPnz5xUAxIfD8ZUrV0q3bt3kkUceke+//94BDqZPP/roI7nnnnvksccek127dknfvn3l2LFjDvEC5YACUKDcCdaDBEiABEiABDKIwL59+5SA069fP6lbt67Sleratau0a9dO/vrrL2nbtq28//77Mm7cOFUjxH/77beV4NOoUSMpXry4dO/eXWbNmmWrcf/+/eXVV1+VJk2aKMV1mOH47LPPfNaBsmVs0Q6VoC0Cy2xJgARIgARIIJAJnDt3TpYuXarMa8DeGEZ0oPC9fPlyVe2UlBQ1oqOFoEuXLimB56677lLXoeD99NNPy0MPPSR//vmnTJs2TX755ReB4IMAIWn06NGCfAIxcAQoEO8K60QCJEACJEACFhPACrc6deqoUrDirEyZMmoESBdbpEgROXHihD5UK/q0cIOTbdq0kbNnz8qRI0dk8+bNglV3zZo1s8WH7bJADhSA0nl3IBG/9NJL8vDDD8uECRN8knQhhQ8ePFhJ0ZMmTUpnjZicBEiABEiABNwTgMCCURwdYLMIpgt0wLF9gECUK1cu26mCBQuq/StXrihdoWLFiimzATpCgQIF9G5A/nIKLB23JSEhQapWrarmTjF8iKE/DAEeP37c41zj4uKkVq1aqtNA+ezXX3+Vb775Rv16nAkjkgAJkAAJkIDFBI4ePSrQBapUqZIqCVNlMJpZpUoVqVGjhhw6dEgJQlowWrJkicU1Sl/2HAFKBz/MbWIIEcIPQnJyskAL/tNPP/U4V4z8QAK3t/iJIUda5fUYISOSAAmQAAlkEAEoOZ8+fVo2bNggU6dOld7GCjJYzIZe0C233CJdunRRH/BQjsasSCAHCkDpuDuY97QXXJAVLJaePHnS41yRx7Vr1xziY2Tp1KlTDud4QAIkQAIkQAKZSQBTZvjIL1u2rNxxxx3SoEEDee+991SV8CGPESE4U8YyeCyZHzBggLoWGRmZmdU2LZtTYKZo3F/4z3/+I7///rvqEPaxMRToaUAHgiNKPYqEdHpqzdM8GI8ESIAESIAEvCEAvVVs9mH37t32h8r3oL3/Qcx4QEUDeqvQBbIXbM6cOSN79uwR+BXUukO//fab2ofuUCAGjgCl465AukUHQKdAwH7r1q2VQSlPsx02bJgaRdLO/uA354EHHpAWLVp4mgXjkQAJkAAJkECGEShUqJCD8IOC8RGP9x9sBV24cEG2bdsmQ4cOVfaEMHIUiIEjQD7cFSiB7d+/X6DxvnPnTpkxY4aasqpcubL06NFD5Thz5kwZO3asciKIeVEog2khx75IOBqEYpk2FlWvXj3ViezjcJ8ESIAESIAEMpMA3lWuRnJKliwpX3/9tUyePFlGjBihVpO1atVKpkyZkpnVdlk2BSCXeNJehKACo1CwmQApt2PHjmluMDrByy+/bJsa++eff6Rz587y888/24YG7XPGcCHMhTOQAAmQAAmQQCASuP/++wWbq4DZC2zQE8JsRqAHToF5cYeg7zNy5Eil6AzhB2HRokUOpsBxDiu70AF0gKI0lgfC5woDCZAACZAACYQygWAQfsA/rEeAtMEnaK9jekofm3XMFStWqBEce7PeWMEFIeiJJ55QyZAPlgQ6Cxg10mVgH9ry9nmlTqMNVCGeqwAdJOTjbIpNp9NKaVBcc9U5Ec++njp96l+00RNmqJtuc+o89DHKY3AkgPug75W9grxjLP8f4V6hv+k+DBsfZn1U92GzWiAPV30J19HHdVmp8/Gk/7vrX1DgbN++vXLemDp/HKMM3eedXUf99d+Os+s8RwIkELwEwloAwpJ1BAgEeMnoY7PbiZcB4sbHx9ui4OEIBS+dFg9zeMqFR1zYBdIBI0YweGgfDz5X7OPouPoXZWHeFfHMXkKIizi4bj/qpPPQv6gXXqioO1aZmQUdT9fTLJ6nzPCCcpcXyqQQ5Ega91Pfq4wUgHCv9P2AUj8MdaY206BrCuHB1b2FgIzRT7M46BuIg/7tLHjS/931L3ihhjdrszqgDPwN2/9N29cFfzPsm/ZEuE8CoUMgrAUg/WDHywabPja7vfCa+8477yhhScdFuldeecWWFgLN+PHjlT0ELAmEcAQBZf78+erXPh32XQlA+hrioRyzgHju6q/TI66ug1l+7vLS6TyJ52kcnSd/bxDQ98rd/bqRIv17KAubHn3RdXCWM+6t7nvOruOcq/sPQcvVdeSNgPognrPgKr19fDOGKAMCkKvr9vlwnwRIIHQIhLUA5O1txPTApk2blJIXrDVD6x1GoLTZb50fXh4rV66UHTt2qK9b2AXClyQDCZAACZAACWQ2gUMXkmXZP0mWVKN0vizSrlJwiBbBUUtLbpNvmWIabOHChR4l9sYgokcZMhIJkAAJkAAJpJPAsUvJ8u3f5qoQ6cn+PyWzUgBKD0CmJQESIAESIAESsJBAyg0dVf+W4nwRkH/L8E9uHAHyD0fmQgIkQAIkQALBQQA6df+vY+f3CluVr98rGubL4C3gySxJgARIgARIILAJGAJQSrKjE25/VTglhSNA/mLJfEiABEiABEjAlMB3S9fJ6k07pVCBvDL40bsld2RO07i8cJ0A1lSaraxMLyOr8k1vvZyl5xSYMyo8RwIkQAIkEPAE/jf6E/lr1wHD3tQ1Zb/qh5UbZeGUEVK0UGA63wwcoIYIlGLNCJCkZA2cZrqpSfCMVblpCC+TAAmQAAmED4ENW/fK5r/3K+EHrYZNpyxZbpIxH30TPhB8bamaAjPsxxnM/L0ZQ0u+1irD03EEKMORs0ASIAESIIH0Ejh97qLkioyQ2LgbfheTk1Pk5Nno9GYd+ukho1ilrGxVvhbcFY4AWQCVWZIACZBAoBG4fPmy/PLLL4FWLZ/rU7500TR6LNmyZpFypYr6nGf4JDSUoMUY/bFkC54RIApA4dPj2VISIIEwJjBhwgT5/PPPQ4ZAzcrlpGvbprb2ROQwHEznjpTXB/W0neOOCQFMU10z7ABZsRmjcMESOAUWLHeK9SQBEiABHwksXbpUDh065GPqwE32zCMdpWGtirJp2z7Jnze3PHjXbZIjO19r7u4YRJQUiwwhWpWvuzb5cp09xRdqTEMCJEACQULg1KlT8vXXX8uAAQPkgw8+SFPrtWvXyvTp023nn3jiCalZs6Y6hqNY+DbMnj277bo3O9myZVOrs6KiorxJZosLh7moQ44cOWznUu90uPNWweYs+Kv8iIgIZ9m7PQduqL+v7U9KssZflyH+qOkvtw3wIQJyDpZAAShY7hTrSQIkQAJeEsDKqNdff12effZZ8fUl7mWRjB4MBCCjXLNIUOEUWDD0ANaRBEiABEKbwKxZs6Rq1apSt25d2bVrl9PGNm3aVLDpcO7cOYmOvr6SCiMoOXPmlCtXrujLXv3my5dPCV46P68SG5ExgoLRn5iYGG+Tqvj58+dXefhaPsoGg9jYWJ/KL1CggBpB87V8tD9Pnjw+le06kSH8WGUHyFCsDpbAESA/3ylYwRw2bJh89tlnEhcXpx4sM2bMUH8Efi6K2ZEACZCASwI///yznDlzRhYsWKBWTF29elU6d+4s33//vct0vBjqBDBRZZEhRA8FoPXr1yu9tP/+979SuHBhG/ATJ07IihUrpHr16lK/fn3beSt2KAD5mWqfPn3kp59+kvj4eJXzunXr1Nz7xx9/7OeSmF24Edi5c6csW7bMkmb//fffluTLTDOXwMyZM20VwAjQm2++KV988YXtHHfCkwAWgaVYNAXmSb7t27eX3LlzS9myZWX48OGyePFiqVixoqxatUoefPBB6dGjhwwZMkRGjhwp//vf/yy7SRSA/IgWQs/cuXMdckxISJDly5fLyZMnpXjx4g7XeEAC3hCYPXu2YGMgARIggfQRMEaALJoCg20hVwEfcngvLlq0SEWDfSpM1Y4YMUKefvpp9Q5t3ry50ltr0KCBPProo5bpr9EOkKs75cM1zJenDpgWs06bP3VpPCYBEiCBtASqVavG0Z+0WML0DBSgrdzMsWJqC1NcCGfPnpXVq1cL+ibekfv27ZNmzZqpaxgdgg7Z/v371bEV/3EEyI9UIfzcfvvtaprC3iMuFOhKly7tx5KYVTgSwFcRHhRWBDx4QslKsBWMmCcJhAqByGw3Se+mjhazl20/L0ejb7gV8bSt9zcsInly3hAlIoy8PQmYnu3bt69glKdTp05y5MgRgdI6zAboUKhQIYEZhxo1auhTfv29UWu/Zhu+mUHhuXz58krhECsIIPjMmzcvfIGw5X4j0Lp1azU/7rcM7TL64YcfKADZ8eBu4BOYOv83mb1ks8QnJMrNJQrJ9Fd6Gyu20u+JPC7+qnz85Xfy7+ETUqNyeRnU76HAh+FlDeMSkmX66uNepnIe/duNpx0uNLoln/S41b26B/R87r77bhk0aJA8/PDD8s4776SZKUlMTFS6Qg4F+PGAApAfYSKrXLlyqSWkGzdulGvXrinFLnuJ1s/FMTsSIAESCDsCH87+Rb5b8adcTbxuKPDwyfPy3IRvZeLQbulicc1wDdGkUz9j6Xw2STTyXrv5b/nkqwWy+eep6ly6Mg+oxBbqALmxMI2RHqxMxAqvvHnzKiXnNm3aKB3ZS5cuqQVEWpUEurMYULAqUAfIIrK33HKLVKpUyWE4z6KimC0JkAAJhBWBOUs32YQfNDzJEFz2HDwpB4+fTReHT76aL9kMy9cQfhAgEOWMyCFfzVucrnwDLbFaBWYYLEyxYkPmLgKUnjHyo20rYeFQnTp1lL2mdu3ayZQpU1RqmG4oVqyYFC3qOFXnImuvL3EEyGtk7hOcPn1aGQ6DAhcDCZAACZCAfwnkMIwTYurLPsAAcWKS6xVI9vGd7R87edYQphzt48RfTZATp885ix7E5wxYFq0CM6Qql1ygBA23LI0bN1ZGJqHfM3XqVJXmrbfeko4dO8qkSZOU7Tx7Mw4uM/XxIgUgH8E5SwZrqffdd59s27ZNCUB33nmnfPnll8oXjrP4PEcCJEACJOA9gRYNKsvSdTuVruX11CkSE3dVCuTxzWeXrkGtqrfI8t+M0aVUwlV1QxcotAIMIboWVHxtryf5wljw0KFD1SiQvaVrWC3Hqi+sDrM3juhrXdylC9gpMNjU+fXXX2Xz5s1pFKP27Nkj8G4MSPYBVk7XrFkjcO4H5amMDpUrV1Zla7PxK1eulNGjR2d0NVheBhDYsWOHWsp54cIFh9LQJ5csWSLoo6mDWb9NHY/HJEACrgm89Gh7KVkkvxEJuizJkpyUKPHRR6V9n5dk/yHflXu7dW4lxQoXtKkuROaMkJpVbpF7293uukLBdlUNACUbg0D+38RDX2BwdGsv/NgjzAjhB+UFpAAEBSloiG/fvl2+/fZbefHFF21s3n33XRk/frxs2bJFHnvsMTl8+LC6BrcTvXv3VitZsBIL0qX9UnRbBhbtwMoqvCanDqkNI6a+zuPgI/D8888rw10w6AXP2UePHlWNQJ+EJfC9e/eq/jd//nxb48z6rS0Cd0iABDwmgNVe/+vSRBIunZKEiyeN35OGLGS8zI0X+9iPZnmcT+qIWLDy4xdvyatDHpf+j9wrrz7fV+ZPG5c6WggcQwKycAsSQgE5BQYjSV27dpXu3burlVRQmDp06JASaH777TdlKRLSI6ziYo4QAtKcOXPUnCK8HiPgxbRhwwZp0qRJhtwKlItVX6mDVvRKfZ7HwUngwIEDanTx7bffVg3A/YWlbwjf7733nowZM0Yp9D3wwAPy+OOPS4cOHeT48eNi1m+DkwJrTQKZT+DipRjJmf0miY27rrCsa3Qu+pLe9fn37tbNVFqYMgnNoIaArGmaGx0gawr1LdeAFIC6dbuxlBFf1RAsihQpInCeVrt2bZtODZbRLVy4ULUc84ZYSqcDruEL3V4AwvI7jBQhwMMvluAhQOqHQIVzrgLimcXZvXu306SwauksDfLCiBHKNQt6RAnpXY1mIQ9cd1aOzluXgzzdxXPVTp0f4ngaz1V5yA/5BEvAksyJEyeq6mL6a+vWrcqYF6yYYiQI/RMBqxdgEuHYsWMCocms36rIxn/nz593mNKF/Sh9r1zde53eX7+4V9h039O/zvLX999V/Vz9XSFvd9dRLuqDMjCFCF9W9gF5OPvw0HEwlf7jjz+q6XR9zv5X/10kJ9/QhyhRooSMHTtWRdPX7dNwPzAI1KhcLo2uDmpWs0qo6ev4n/f1wR9DCLIgQLsoWILrN34mt2LUqFECPRo4Q8PLBF5iYSlSB6yyOnfuunY+7AXYr7rCvp6a0PFfeOEF+eOPP9Qhltbhq1wHPGQjIyP1oekvBDFnAXOZ0dHRDpfwcMaogFkaT8pDhv6cD7Xn51DZVAfg7S4gjifxzNrvLv9Avg4dtHHjxgmU9m677TbByj8497MX5sAago2rfqvbiNFMLVjhHF7a0ClDgN+cjAroa/Z/RwULFnRZtLbXYRYpe/bs4i4OuLkKuv8fPHhQmcpv1aqVw3PAVVotkLqKY38NH1z4ULLvs3RjY08ocPYTkwx125swQhNvq9RNNxkfshHun+O2BGG7wxEg3PqAFoBeeeUV6devnzz33HOCr7LUX3t4MGkhwtU13cfhWRaGlhAwtKmFJ7yokFdMTIyO6vQXQo5WcE4d4cknnxToeWgv8PhyRL4lS5a0lWOfBg99TJ+4+npGHTFKhZeou3jI29WLEi9mvMxgg8FVPNQbLyx3U3cFChRQ+biL54qZ5gEW7l6SOm6g/GK0EaN777//vpr2euqpp9KMRKBPoV2e9M177rlHmYTX7UO/QV+FMn9GKvSjr6E8fBCg/2KUy2yExd29dfd3BS7o43pUVrdd/6bu/xcvXlSX4DCxSpUqOppff1999VX1YaSfDbh/YIGNIbAI/HPklOTNl9d4bhsjhMmYBjNGpbNml13/HA+sigZobVy9U9JTZavyTU+dzNIG5F81VtjAczr8gJQqVUpatmypVoNhWgtLzHXAwxqCEQK+EnGsA/bLlCmjD9UvvtbtA77MEXDD8JB3JRjoeGZxBg4cqF4Wn3zyifJci6/UDz74wDRPCG540dgPvavK2P2nh99RpqtOhRcJrpvVDVnqvFCmq3j6peQqDvJDeai7J/HcxdFCLPIN9AC/NBAK8ALG6Ne9996rTLmjr0KAxkrEiIgI1Qz0QQgyGJ0067e6vYiHTQcITxCAwC4jBSCUZ3+/UDbq4izg/uO6Wd9010cwOoT+Zl+efTm6z+I68jKrh30af+yjLF0n1JHCjz+o+j+PIlFQYTCEnixZ1YYS8KFXqEAe/xcWajkafdx4gFvTKuQdJMFcASUTG7Bp0yb57LPPVA0worJu3TrlUqJhw4ZqZRiGqPEwxDRBo0aNVDw4ily0aJEagcFSZCyFr1evXoa2YsSIEWqEBS8uWLPUL8IMrQQLs5QARrxgw0KP9MGBaMWKFdVLEoa94FMLAR6Oo6Ki1Oaq31paWWZOAiFMoEndylKjQmlbC7NkMfQqjW3ccz1t57hjQsAQUlIMAciaLXgEoIAcAYIxQehXPProo2pkBsINVoLhaxFTYlhdg+mccuXKqZViuMUYcYENoIceekiNdkCRGgqrDCTgTwLoU1ihiH6I/ohjCEQI/fv3ty1/x+gFplwRoFNj1m9VBP5HAiTgE4EPRzwmcxatld//2C1R+XPLU93bSb481AFyBxMiCoQfSwJXgaUPK3QLXnvtNaWHgjl4PRSOXGEmu23btmqqAfF0wDA10kDHBVMqHLbWZPjrbwI9e/ZUgjdGgeyVwCGQwxwDpsigI2UfzPqtfRzukwAJeE/gwfZNBRuDFwQwTWWVoBJEU2CWjgBhLh3WnP/880+lPAwdnttvv91hlYmrW2b/crGPh3l5bM6CXtru7BrPkYAmkN6+CaHcrH+mFn50ma76rY7DXxIgARLICAJ4BloRrMrXirpaJgBhtVSvXr3ku+++U0tK8VLAsnboS8B2j17ia0WjmCcJuCLAvumKDq+RAAmEPgEIP2kN9/qn3RZNrfmncg65WKYEDSVmGImD3R2snIF7AFhzbtq0qU1vx6EmPCCBDCLAvplBoFkMCQQpgbj4q3L2/EWBJ/iMCldi4+Rs9EWXK4P9VxcLlaCtmlrzX+NtOVk2AgR3FjA8iGkvHcqWLStwdw9dCRiOgzFCBhLIaALsmxlNnOWRQPAQWLN5u7w8fqpcM5SEL1+JlRnvvyw1KpWztAGTv14o0+cuUfquELqWfzVOCha47qnAioKvqwBZNFLjoTNUK9rlbZ6WjQBByIHritQBo0DQnzDTk0gdn8ck4G8C7Jv+Jsr8SCA0CBw8elIGjJgoFy5dUcIPWtXz6THy7+HrNuOsaOWchb/K5/OWSkJikm3E6b6nXpO4eItHnzALZsVmBSSL8rRsBAjOSFu3bi29DSeR7dq1k5tvvlm5tfjiiy/UMmIsWUeAtVe4EmAggYwiwL6ZUaRZDgkEF4E5P65MU+EshnHFH5evlWce7Zrmmj9OzFywIo1PMygS/7F9r9xxq0W27Iz8U1Ks0QFK8XAKDMZhoRrTvn175UYILGHtHXb/7APkB6uCZQIQrCBD9wcCDzb7gEbPmDFDnYLPHUyHhUqARWk4YYXBPAh9CLAIDBaY8oPFYPg0gpsA7DNkPIFw7ZsZT5ol+oPAxo0b1fMSbldSB9hM69KlS0jqVf6yfqt8PPNnw1XKVWndrJ483btz6uaHxHGO7Glfw7Cybti4trB9xtCPh4KK15XwIF+YsoGpmlq1aik7ah999JFyZr5s2TIZPHiw1KlTRxULy95BKQBNmjRJ+UlyB8/eeaS7uIF+HYIODDLCxQbsEWGqZdCgQTJ8+HBlNA/XcQ5SLkztYyoQiuLB5Aoi0O+BJ/ULx77pCRfGCSwC06dPl2PHjsn+/fvl999/T6MzCR9qixcvlgcffDCwKu6H2iz+dbOMnjhDEpOuj1LM/ulXOXfhkrzy7MN+yN08i86tm8nsH35xiJBsjJZ0bX+7wzl/HtzfoYWM+2SOQ5aXY+KkQe3rzpAdLvjzwANBxafioGDkImCEB/16+/btKlaDBg3knXfeUQIQnBFjhB7vzIwIaUVPP5UKmyf//POP8uFTrVo1gcuADz/8UCpUqCAvv/yyx7aA/FQdy7PByE/NmjUdyvn3339lwIABDuegA6UDhL++ffvaRsP0ef5aSyDc+qa1NJm7VQTgSgXCOlzrnDlzRhYsWOBQFJwIwyhnhw4dHM6HwsHwdxxnDa4mJMrKdVuld9fWUr5MccuaWLViWfnglYEycNQHhkXpXIa9uWwyYeQAKV2iiGVlPmgIQMdOnpUZxlRYrpwRUqJoQZn06kCJyOHc1p0/KgLl32L5HS1mR1+Ol4Qk7xWjCxv5wAWJDnlyuhYr4DJow4YNOrrAdZV2RP7XX3+pKbHx48dL3bp11YCClYMkrmtqq6L3Oxi2hW4PVn1h6gferiEIQeqDYDB37lzvMw3gFHv27FGe2zHyo4M7g1C4DmkY02VmRvV0Xvz1H4Fg7ZtwtDt79mwFQj8UzPqYt9e1p3X/UWZO6SWAZyY22E2bOXOm+lCyt4qf3vwDOX12Y3okMZUT3myG6xmMjFgdmjWqLWvnfyhYll4oqoDkyZ1LPaOtLHfwY12lb7e7DMXnq4Yz13zGjIFl65NUM7Jnu0kaV3MUJNftOCanL8R63cx6FYpIpJ3QUzifo2CVOkP0YQjvCEePHpWxY8cq35k4hgCEAL2g119/Xd599135+eef1Tkr/rNMAPr000+lT58+8uyzzwqGcuEle+nSpeprBv6T4EYAbi5CJWBUwZeHE4ax9csqVFgEejuCrW+iX2HO3D6gv8EhsJkAhAcJRiX/85//2Cez7aPPIQ/t9bxMmTJqBBPnGAKLAHQF58+fLyVKlJBOnTopoQhT7VY9P+HEWb+g0E/g887XfnHVWNn0zOgpsubPXWrB0YcvPybN6ld1C7hhnSqyfstOwybOjemUS8aS9AZ1qkvuXJ6/N6Bngr8fjKZ5E3RspAUDXx1bgxvSe1K+szj4G7cixCdckwW/7/VL1ks2/+uQz601Sjkcmx1AVxYugmAgWev5wGsE9ILBHbMjxYsXV1PAMKBsRbBMAMIoDxqAmw8v7Xfeeaea9sIfFjoT/CWhcaESKlWqpF4gGF1ITExUzcIKN3RgKLQ5C+DQokUL6gA5g2PhuWDrm3gBvfjiiw5E4PIFI4cQcpyF0aNHq4+M1Ol0XDxgkAdHfjSRwP1t0qSJnDt3TmC/CqNB//vf/yQ6Olq9NDBC1LlzZ3Uv/dUCfKzqkWwIEBC0YD3d2wDh/NaerxjTI1mUTR2kf2LUZHn7+e5St3JZGfreHDly8pzcXKqIvPPcdSfWuoyxzz0iLbsPVdNASJ90LVlmTBgqCVfj1IZ4h0+ck1mLNxhLxxOlU4u6Ur9aOZ3c9ovFJhBCwMuXgGc4GOBvzZcAcy/4+/W1fNTd3uelL3VwngarwJy/l5zH9+KsGx0g5LRp0yYlyGNBCpT4EdDvdu/eLcWKFVPHeD9CZxZqI1YJQJaNs8HoIfyAYYUXRn4g6SHgS6Z06dIhJfyohhn/YZgao1vo8BD0nnrqKYFWO46h6Ix216tXT/1B4eWD+ftp06bp5PzNIALh2DczCC2LsYgApsgx+oNp0IPGKtKJEyfK2rVr5eGHH1aK0BYVm65sf/tjj0RG5LAJP8gMgsy7Xy6Slo+OkY3b9smJ0+dl3ZY90rSnIbAbej46RERklyrlSxnPzpuMkaNkw0ZOgvHhfGN0cv/hU/Lw8E/lh1VbZMna7TLgjRmy4Jc/dXL+ekIAApBVm4vyjx8/ruSBr7/+2ib8IDqEzf79+6sBExxDSEJcDBJYFSwbAXr66aelZcuWArcDUHzGyx4CQm/DLtDbb79tVXsyNV/cQAzh4ReKXTocOXJE79p+8WWCryyz0SFbRO74nUA49k2/Q2SGGUoA0wUrV65U26pVq9ToXrNmzZSKQfPmzTO0Lp4WFmtYNM6WLavxae+Y4sSZi44n/v9oxAdzZbwxEoRwX//X5OTZaGOE88YoRd8X35X5n4ySnIZQ1WfUNIdrSDNp9gppXq+yoUOTB4cMrggYozQpJjMTrpJ5cs1sWl6nfe+999TACGaFdMCoD4QdjAhhBRg26AdNnTpVDRjoeP7+tUwAwkgH7P1A6Rla3xjGa9iwoezYsYOOUP19F5mfVwTYN73CxciZTGD58uXKqCymU6BWgJWlWGDiq15KRjWnYc1bjJGbG6M6KBc2b7BhRCd1OHbqvO1UauEHF+AiYu+BY1K7annJbghW9sIRrkNx+uyFyxSAAMNtgG7VDeHSbXSvIrjOFwujsDkLEIqwMAhTvgULFrRcP9avAtCBAwcEGxqBuTys9UewX/KGY4yI/Pe//8UuAwlkCAH2zQzBzEIsIIDVsxi1hCoBlsXDdhien1CExlJh6HMFYiiUP498PvZoJxDyAABAAElEQVQpeej5iZIvd6SaCoNQBMXm1Zt3pqlyhbI3dEKxHDz1ii8oQeeOjFDpShTOLweO3Rhlx8kLl2OlSMF8afLlibQEoKaTYqdgnjaG72f8oVqUUUaC/SoAffnllzJmzBilBDxhwgTBahuz4G6YzCwdz5OALwTYN32hxjSBQKBUqVJK5wd1wccj9AoxKoQlwljFN2/ePKVuEAh1TV2HOlXKyZ/zxsuazX8r4aV6hVKGrZkkadHrNYcVjFB0fm3ADVcTAx7pLO98Nlf5x0KeWExT3bDRU6FcSVXEmAFdpMeLU5T9GQhUGM8Y0a+TFMx3fXm1isT/XBDIvBEgF5XK8Et+/XSAgUNt0AimraHVbbZleEtZYFgTYN8M69sfMo2HwAMTIliVhGctVAugcxjIIX/eXIKRHwg/CDmMqap1M1+RVrfWlso3l5R2zevJb1+OdGjCfe2by/CnukvB/HnV1qPzHfL5+OdtccobK8d+njRIut/VRO5v01A+G9Vb2jerbbvOHQ8IqGEgDAVZsHlQfCBE8esIEFY7YUPA0kEG/xKAMIllzfj6w7A3FMxhRpzBPQH2TfeMGCMwCWhjcUuWLFFGZOvXry933323jB49Wk2BBWat3ddqzMD7XEbqeGdjubdtMyXg6Q9r+wQFDMHqfw/cUKS1v8Z99wQsmwLD4FKQBL9KKbAV4am9iFCyAZRR9xquNiAEaeNYsJ+AlXVt2rTJqCoEbTnsm0F768K+4nApBNtVzz33nBJ8YE6DgQTSRUCN+ji3IZaufJHYH0pA6a6EZxn4VQCCQzN8lXgSqAPkCaUbcWAEDYKPFn5wBfsjRoygAHQDk+ke+6YpGl4IcAKwg2KlLZQAbz6rZwkBCw0hWra6zP8g/CoAPfnkk8q6I6qJYdsePXrIyJEjlcVSTInBjsXkyZPlrrvu8n9LQjxHDAFj2StGgOwDLGozuCfAvumeEWOQAAmEEQGrRmowuhQkwa8CEIwZaTPWsFjatWtXGTx4sA1F5cqVpWnTptKoUSM1cmGVLxtbgSG0A1tK2m+TbhYEIhhDY3BPgH3TPSPGIAESCBMChpBi1SyMVflacWf8ugrMvoKw6giBJ3WAcSME7Wsm9XUeOyeAF/iMGTPURViRhisNGPSD5UwG7wiwb3rHi7FJgARCiwDGaGAJ2pLNqpElC26BZQJQ69atlZ0KmHBHgFQID9UDBw6UOnXqKI+vFrQnpLPE6BkYQp8FK8C+++47yy1lhiJQ9s1QvKtsEwmQgOcElAhkRLfi1/NaZHZMv06B2TemX79+ymIpVi5h9AI+r+AYtUaNGvLTTz/ZR820fRjXQsCv3lxVxtM4Ok9Xeek4ug7O4upr+hdxwLJDhw5porurm87Dk3ju4tgXrvO1P2e/701e9ums3A+Gvqnbb8ZXczW77kl6xPEkvVkcXQddltmvq/Su6qDTpf41K8ef5zOjTH/Wn3mRgEsCmAJLtmgVmEU+xly2x8eLlglAMM4FS9Aw4b5lyxaBsi7sV8BuTaDo/mAqCQE2dVBffWzGEorc7uJkz55d5edJPExjuQraplK+fK7Nu+t4nvgGgldpV/zx4PeknWCG8tyZ4fckLzDLyBAMfRNcc+fOLZGRkU7RgBnuu9l8O9LjXrrqh8jD7Lq+rzC0Z1YG0rvqm6ifqzqgDGzoI86C7te6DPDIiIA6aS5mdcuIeoRSGWu2HZS3Z62Wy7FXJY/hzuLLEQ8Y7jFyhlITg68tVk1VWZWvBYSdP3n8WFCtWrUEWyAGvYKqcOHCSsH40qVLLqsZFRWlBDlXkfCwxgtW520WFw9Yd97gIaggr4sXL5q+hJA/XpJ4ScFCrFnAQx3xsJos9Uoy+zR46eBF445FkSJFVD7u4nnCDCwy40UTyH0TI6au7hWEZ1gDvnbN+Vcc0qNPmPVD9Afkgb7lLKDfQcBFH7U3vWAfF845XfVN/F0lGs4wzcqAAIUyzGyHpe7/ZvHs6+SPfbDT3PC34MmHhT/KDfQ84hOSZNuBc6qadW8pbDg1vW701l299x0+LSM/W2r4Aru+OuhiTJz0GvONzBz9kOSKyNiPH3d1DZvrxq0w+7BJL4PrjknSm0vGpLdcAMqYZrAUEiABEiABqwhEX4mXvhN/UdknG4J1THySfP1CGymU1/0ozphpi23CDzIwksvVxCT55Y9/pEPTqlZV2ZJ8k5KuSZLx0YEPCHi1D94ACci113af24YbHCTBMiXoIGk/q0kCJEACJOCCwDVjRKzbm0vlclyi2iD8ILz0+Trl2d1FUnUp/mpimihwYJpoCBPBFPb8e1S6PPW6tOk1Qpre/7z8sX1/MFU/bV0hqFi1pS0tzZlt27bJ3Llzbf5DdYQTJ06oFc9//vmnPmXZLwUgy9AyYxIgARIIfgLnL8dLhJPprpPRsXIhxtEwK1obdzVJ3v9ukzz9wRIZPW2FdLo9rZNSTKfdWrNs0MA5d+Gy9Bj8thw/dV5i46+3+anRH8tuQygKxoDpL0uWwP//1Ls7Jm3btlV+LTdv3qxWhS9dulQlWbVqlfJvB+EHi30+/vhjd1ml63owj+Glq+FMTAIkQAIk4J5AZI5sTvVF4hOupRGMMFrUafgcyZY1izFVlCx7jpyTn9fvlTsbVJSVm/cbis8RYqy5lbFPtJViBV0vAnFfs4yLMX/pWmPRQRZD5+7GtBGmw75ZuFpGDuyecRXxZ0lWTVW5yXfdunVy7Ngx2b59u2oNFkbBtAt8WmLRFEaFmjdvLs8++6xaNPXoo49apodHAcifHYp5kQAJkECIEcgTmUPua1ZR5q35x9DduTFt9UDzCpI7p6MS87erdtmEH2CA4nP2bFmkUIH8MmNkN7kUGy9lihaQvLkigooShB1nSsMJdjyCqkGG/Z8Ui3SAnHGyZwOvBhs2bLCdOnv2rJoGw2KLffv22bwblC1bVq0y3b9/vzKfY0vgxx0KQH6EyaxIgARIIBQJ9GpVVaLyRMj8df9Ktiw3Secm5aVj4/JpmnruUpwa+bG/kJiULGcuxkrpojA7ct30iP31YNhv07y+fPbN9Wka+/p269jc/jBo9rH67umH/utQ3+9XbZFDx886nPPkoHfn5g4mDSLcrOyDArk2aQGfoWPHjpUpU6bIkSNHlPkJbYMLZRcqVEhOnTpFAciTG8E4JEACJEAC1hC42xB6sLkKNW4uIgvX75MEQ+ixD/UrFrM/DLr9W8oUlw9HPSkDXvlE8ufNbShwJ8mQx7tKzco3B11bUOHY+ASZ+HVagc6Xxkz/frVDsub1K8sT993hcM7ZAbxEdOzYUUaNGqUcpkMASm1yA2Y0tLDkLI/0nuMIUHoJMj0JkAAJkIAi0LJuOVm55aCs3XFUTX1lN+yKVShdSO6+rUrQE2pSr6r8OutNib5wRfLlzSX58uQK7ja50dXxuXEerILftGmT3HPPPcqXZZcuXVRRxYsXV/bnYM9OG+s9efKklC/vWuj2uZ5GQgpA6aHHtCRAAiRAAg4EXu3TQjbsOibHz12RssULSbtbq8mZM2cc4gTrQe7InIIt2INeBWZFO9zpFsEZNUZ+vvnmG2nRooWtCjCM2q5dOzUdBmXoBQsWKNdPRYsWtcXx9w4FIH8TZX4kQAIkEOYEGlcrpQhoNyZhjiMwm59JI0Dvvfee8gt655132rjAxyUEo7feeksJR5MmTVKufmbOnGmLY8UOBSArqDJPEiABEiABEghYAjCC6Kin5bequskXQg42Z6Fq1aqCVV9YGQZXOlYHGkK0mrCL/KH5DhsINWrUkOHDh7uIyUskQAIk4DuBHTt2yIoVK2w+znzPiSlDgoAyAg1/gVZsHigBuYGYEcIPqsARIDc3wqrLI0aMEAzzaceks2bNUg5Zx48fb1WRzJcESCAMCTz//PNKqRTTDPjogtG50qVLhyEJNvkGASUB3Tj06176BSC/VsdFZhwBcgHHqkvQcp8wYYJN+EE5ODd//nyB1jsDCZAACfiDwIEDBwRLiceMGSMDBw6U+vXry/Lly/2RNfMIcgLWjP5cH1EKFjQcAcqEO5VsmIuPiIhwEIBQDRiIio2NzYQasUgSIIFQJIAlxBMnTlRNu3DhgmzdulX69u3r0NS//vpLvv/+e9u5e++9VypUqKCO8UzKaixlx68vIUeOHCqtr8rQunzUwZeAlUXIw9fyUS4M82XL5turEuUjva/lXzM8z1sSoACdSUrQlrTHx0x9u6s+FsZk1wnkypVL6f6sXbvWwbz6lStXpFy5csREAiRAAn4lAGeT48aNEyiZ3nbbbQ55Y4n6+vXrbedat24tEFwQ8PLWmy2CFzsQPpBe5+dFUhVVl41fX4IWYNJbvq8CoE7na/kJCQm+NNttGkxSuVuu7jYTswhulKDNkmXGeQpAmUHdKBM2EEqVKiV58uQRfCXA8BMeUr5+6WRSM1gsCZBAEBCAo8lmzZrJ+++/r6bDXn31VVutIfBg0+HcuXNqFQ6OMfKBZxM+znwJGPnAaDdW9fgS8GyE8BATE+NLcuVaAXn4Wj7KBgNfR+YLFCignulg6ktA3a2xhGzhCJAvDc2kNBSAMgk8/jBg9wBO4TDMibl5bf0yk6rEYkmABEKMAPwoYeqrSpUqgpFnTG8NGjQoxFrJ5nhNQMk/1iyDt2xkyetGuk/g28Su+3wZwwMCGB6FZ9ymTZtS+PGAF6OQAAl4RwAjF8OGDVOLLJDyl19+kYoVK3qXCWOHIAFIQIYAZMmGCbbgCBwBCo77xFqSAAmQgNcEoATdtWtX6devn5qKwTEEIgYSsEwJWigAsXeRAAmQAAkEAIGePXtK9+7d1SgQpsEyI+w7clbe/nqVnL8UK1XKFZFXHm8rWX1cWZYZ9Q+9MlMcFuD4s33wMxYsgVNgwXKnWE8SIAES8JEAptszS/g5E31FHn/jG9l96LScNvbXbz8svV6dLUnXrNFB8RFReCWDjGLJ9Bem1SgAhVdnYmtJgARIgAScEhj6/jyH84lJ14yRoBhZtnGvw3keZBwBJf8YgoryCu/n32ASgKgDlHF9jiWRAAmQQNgRiL4cl6bNSddS5Erc1TTneSKjCEAEsmoEjiNAGXUXWQ4JkAAJkEAAE2jdqKpky+qobXE1MUnqVy4VwLUOg6phqsqKLYiUoB17ZRjcczaRBEiABEgg4wj8774WUqpIfsMitEjunDkkIntWGdqzpVQoXTjjKsGSHAlg2stwyWTV5lhY4B4F7BQYHPj98ccfEhkZKbVr11bm1DXGPXv2yKFDh5TxwMKFb/wRwbP65s2bVdyGDRsqC8s6DX9JwJ8E9u/fL0eOHJEmTZqoPqrzhsVZ9Nubb75ZGZ/T5/Fr1m/t43CfBEKNQJYsN8lLvf4rU3/aJAkJSdL1jlpye91bQq2ZQdiezJ+qwvsalq6rVaum+F28eFHWrVvnwLJdu3YOx/48CMgRIHhE79atm8BX1o8//ig9evSwOQ599913Zfz48bJlyxZ57LHH5PDhw4pHXFyc9O7dWxn6mjFjhgwdOlQpePkTFvMiARAYPHiwTJ48WQk06HMbN25UYNAn+/TpI3v37lX9b/78+TZgZv3WFoE7JBCiBH79c58MnPC9bNp1VLb+c1JGfrZMft3yb7pb+/mP66TtU+/L7X3fkcde/UqSDOVqBg8JWDkC5KEvsJ07dwqEG/38RM2XLVumbFZNmjRJsH300UceNsi3aAE5AvTtt99Khw4d5NFHH1WtGjlypAJTs2ZN+e2332Tu3LnKw+/s2bNl5syZ8uKLL8qcOXOUVeVnn31WpXniiSeUmwl8oTOQgL8IbN++XeA88quvvlJZwsUA+mGjRo3kvffeU36W6tSpIw888IA8/vjjqh/D5YlZv/VXvZgPCQQigfiEROk/bk6aqr0181dpWL2M5IrInuaaJyc+/vZX+XbFFkkwdIkQ/jl6Roa+/51MGHy/J8kZBwSg/2NF8CBffEDCH12hQoUcaoCPSLy7hw8f7nDeqoOAFIAAwN77L4bFMMLz77//qukw7WEX/rMWLlyo2GBKAg7/dMA1SJj2AhCkyQMHDqgo+fPnV1/yOIADUji9wzlXAY7pPImD/NzFQ3lwFOjKaJR2jIp4rgKc9SEfOB00C5onhhtd+RwDW+Tnrv6I5y9myCdYQvXq1WXKlCm26qJvxsfHG1+fSXL06FHVP3GxWLFiyu7KsWPHVJ/DNK6zfqszWr58uSxZskQfynPPPSfwF2d2r9AXcZ+SjXl8Z0F70Ta7j7juqj/rusJZr1kf1enNrqP/ohyzOqAMxNH9PHU79Hnd/61xCpm6VFH3SdcZjPXfTtqYPOOOQPzVJMmTK0KuxDqu+MK0GM75KgDNWrJZku1etLAptPPfk3LoxDkpV8LxpequjuF4Pbuhh3Vrg+oOTd+175BEX7zscM6Tg//UqmK8e24IsmVKFXWbDM8VqApgwML+7+uvv/6S9u3bq1meunXrSqtWrRyuu83YywgBKQDZvxBXrlypXiyA8v333zs8TPFg1F52MW2mH5RggH28kOwD4hw8eFCdguSJhxsCbgAexvpYnXTyH+K5i6NfHO7i6bzMXh4o3tO8dDz7juSk+uoU4rqKh2u6bmZ54DziIC9P2+kuL1fXA+ka2gy9NITTp0+rkaAhQ4aofbyg7dniJXr+/Hk5ceKEab/VbYMgpfsmzkEHDgKAvrc6nv7V5/WvPq9/dT3M7g+uY3N1HXnhulkfRdlaSNHlpv51VwbyMKuDbpu+7q6s1GX7emxfZ9TBrP2+5h9O6XLlzC65DMXn1ALQZUP4yZfb/IPNHSO8wK8a+kT2AeMZiUnOPwjs43HfIGDASk41ZQiFaKOze40HzryTk25o0yR7YOASai062P99QQBCwPv+9ddfF6gO/Pzzzzqq338DUgDSrfzhhx8E+jwTJkwQSIx4AAK2Dvjq1i8jV9d0fAy52Qe8mBCgSJ2QkCCXLl2yv5xmPyoqSqKjo9Octz8BwQsCnBbM7K/Z7+PlePnyZdMveMTF1z/KxEvUvpPY54N9MMB1jESYBTzIMSqBMqEsbhbAES9ydyyKFCmi8nEXzxNmYJFZVmrNOLg7j5HEF154Qen8YJQRXrft+ybSo3/iHnrSN+GvCZsOSAu2Zvcqb968AkeXqcvU6TEyhD5h1g/RH5AHBC9nAX0YHwnwJI66OAsYoUJ6s76JvysIcmZlYAQJo5ZXrlxxln2a/u+urznNxIeTYKq54W/B1ciqD9mHVZIc2bPJxMH3yUMvTzdcX9ykFkgnJ6fI+8/eLTlz3Bg18BZKi/qVZPmG3Q6jQDGGXaGbS3L0xxOWCcbf5bo/d3gS1W2cLdsdDVpGRPg+ov/nn38K3i14PvXt21eKFy8umN2xyoFvwApA0LHAlMAHH3ygXty4CwCzbds22w2BYFCiRAl1jIctjnXAfpkyZfQhf0nAbwR27dql9M4GDRokLVq0UPlCWIiJiVECi35hog+WLFlSMPJo1m/9VilmRAIBSqB2pVIy59XusnjDXuODL0VaNagoZYoVSFdtX+zTTrbuPSrnLsZIpDHCFJU3l3w0rFsae0PpKiTUE5tMn6e72T7mi4+93bt32973eI6WK1dOrfi2SgC6MW6V7lb7LwMMea1YsUI+/vhjGwzkjqXtUELF8mN8lWKFGJRPEZo3by6LFi1SoyBYiowVZPXq1VPX+B8J+IsA+hZWGI4aNcom/CBvTNM0btxYMGqJsHr1ajV6hxEwV/1WReZ/JBDiBIoVzCu92v9H+nRokG7hB6iyZ8sq88Y/IZ+P7iUfDHlQvny1txQwhCAGbwhgusuqzZt6XI+LUef+/fur9zjObNq0SbCARH9kep+j+xQBOQI0bdo0NaWAlWA6YHrgmWeeUUvksLqmYMGCSjqEl2MEKEutWbNGHnroITV8hmX05cuX18n5SwJ+IfDNN9+oaSH0RR3QFxcsWKD+eCEcYfk7hnCxehEB06L9+vVTq8JS91udB39JgAS8J8ApL++ZqRTQ9cFmRfAxW+jeYcYHK8CwQYd36tSppjqC/qh6QApAWOZuFjp27Cht27ZVUw3QC9IBX+Cvvfaa0nGBToxWnNTX+UsC/iCALxRszgKGa2GOAXoz0I+xD2b91j4O90mABEggowgYtqAtKcqbfGFCxD7ceeedyhAidPDwsQihyMoQkAKQuwZDeRKbswDFTgYSyEwCqYUfXRdX/VbH4S8JhCqBI6cvyEXDMWq5ElGSN1fOUG1mkLQLI0BWrZhLv2CV2j6QVVCDUgCyCgbzJQESIAES8D+BiXNWy6L1ewzdnSxyKeaqvD+os9QxlKMZMpGAZVNg6ReAMopKQCpBZ1TjWQ4JkAAJkIC1BL5d9of8tHaXxF1NVMIPSnv63e/lxDnXZkesrVWY524IPynGCJBVW7DQpQAULHeK9SQBEiCBICTw7Yo/DZcVN+y3oQmRObLJ+u2HgrA1oVRljNRYsQUPI06BBc+9Yk1JgARIIOgI5DSEnTTBUG7NYSxlZ8gcAkrsMWwyWRKsmlqzoLIcAbIAKrMkARIgARK4TmBgtzsdDBRiXQ+mw1o1qkxEmUUAQgoMFlq1ZVa7vCyXApCXwBidBEiABEjAcwINq5eTcU91EAg+MGBYs0JxWTCut0QYbjIYMo8Alqtb8y/z2uRtyeyB3hJjfBIgARIgAa8INKhaRlZ95Nx+llcZMbKfCGjdHz9l55CNRVNrDmX454ACkH84MhcSIAESIAESCB4ClunqUAAKnk7AmpIACZAACZBAuBGwSgAKHvlHOAIUbp2e7SUBEiCBDCAQbVh9vpKQImVLFM6A0liEVwQM4Qc2gKwIVuVrRV0pAFlB1YM84dEeTjPhs+zee++VXLlyKQ/38+bNk4sXL8qtt96qvIh7kBWjkAAJkIDfCMArN55HCPDFlDVrVq99K74+fan8+Nt25RQ4Nj5Bfv1koOTPE+l1HeFUGJuZ6yN3GSId0pu5p3GXHmnBAEx8CSgf6X0tPykpyZdiPUtj2QhQ8AwBUQDyrKv4NdbmzZvl7rvvtj1khgwZIjj34IMPyqlTp5QgFB8fL2+99ZbgGgMJkAAJZBSBhIQEiYmJUcXhAy1nzpxy5coVj4uf+O0aWbhml1y1M3740Mufy5cjHlSrwDzOyIgIAQLCh66PN2kRN1++fCoPfFT6ElA2GMTGxvqSXPLnz68ESF/LR9lW+Le8vvrLohEgi5ys+nQD3CSiAOQGkL8vX758WQk/yNf+j6p169bqjxwPHx1Gjhwp7du3l8KFOYSsmfCXBEjAegIp/z86gF+9eVrqso37HIQfpIuJS5SdB05J7YolPM1GxdNl6/p4ldgusq/pM7t8uyb4fzd4Bmr83/b/z5F2gCxD6zzjAwcOSFRUVJqL0dHRYi/8IAK+fjZs2JAmLk+QQDAQWLt2rWzfvj0Yqso6+pEA3FykDkmGwT1MBTEECAEIPxByrdoCpJnuqkEByB0hP1/HXPDVq1c9yhXDvkWKFPEoLiORQKARePfdd+Wbb74JtGqxPhYT6Hx7dcmR/YabC8g9MXEJUr18UYtLZvaeE4DwY0yBWbIFz9BSWlHdc4KM6QOBsmXLysMPPyxffPGFQM8HASM9r7zyigwfPlwNN+tzZcqUUdNlJ0+eVF/SzzzzjJqLh9L0sGHDVFr+RwIkQAKBRKBHm3py5kKMLFi9U1l7rla+mLz2eCvJaigUMwQGgRLFi8q9HVtbUpkaVStakq8VmVIAsoKqmzxHjRol9evXlylTpkhERIQMHjxYmjZtKh07dpSBAwfKuXPnpE2bNvLSSy+pnHbu3KmOdbbvv/++rF+/XhYsWKBP8ZcESIAEAobAsw80kyfvaSKRuXJL4ah8cubMmYCpGysiUr92dZn6wdiwR0EBKJO6QM+ePaVz586GL7obmvhQdp41a5atRliCidCuXTvbOb2zceNGWbx4sdNrOg5/ScBfBKCftm/fPofs8uTJ43J1EJT8z58/Lzt27HBIpw+wvBqrbOLi4vQptWS5WrVqtmPuBC8BeIHPmysieBvAmoc8AQpAQXCLr127lqaWUCjEi8WZcJQmMk+QQDoJnD17Vp566imvczl06JCsWbPG43RYcg3BnoEESIAErCZAAchqwn7IH1/aly5dcsgJyzNr167tcI4HJGA1AeipYfrWigDDoHPnzrUia+aZgQTW7jgqC9fvU/o/T99/m1QqWywDS2dRJOA5AQpAnrPKtJgzZ86UTp06OZTfoEEDge0gBhLISALlypWTmjVrWlIkls0zBDeBGcv+ls+XbLM1YvW2wzLlha5yS5GctnPcIYFAIUC1/EC5Ey7qAWHnjz/+UCM+FStWlKFDh8oPP/zgIgUvkQAJkEDGEjh7MdZB+NGlD5/MKU3Ngr+BRYAjQIF1P0xrU6JECepGmNLhBRIggcwmcDHmquQzlJ4vxTraObtknGcggUAkQAEoEO+KH+t04sQJgfuNm2++2Y+5MisSIAEScCRQLCq34QUqeIzgOdaeR+FIIKwFICgXI2hvw/rYrCPAMZ27ODBqiPw8iZc7t/HAgClyJwHOB2EJGpajEc9VQL0Q9K+OC19ikydPVkuN4YwP9oQgCKGOZgGry3DdXf39zcysPuF6HvcBK6LM7pX2Tm3Wf7TbAbP7iOuu+jOWqCPAKzhMNWjv4BlxP3SddX/W/T8y0ntv4r7U1/7vF5w1S1/yCqc0eSJzyPAezWTYpysNo4eGF3lsWbPI/DceEUnmKFA49YVgaWtYC0DaEjMerFhqro/Nbh4ehu7i4KGNB6gn8RDH2QvszTfflI8++khVA3FgfwVehc0CjCki2LvYgKVpCD+wsaLtrNSpU0f27NnjUrhB3fHyc1d/vBCTkpLcxvOUmdmL3qzNoX4e/SIxMTGNfzjdbtwj2OZxZiJBx8Gv2X10d59xP3CP0adQhn3fss/fin1dZ/Rr/G2ibPBI7SvPirKRJ8rSdYDww77pOekGVUrI9KGdBMrP2Qzhp+sdtaVEIRpC9JwgY2YkgbAWgPACR8ADD1+5+tjsBiCeuzjIx5N4iIMXi70hRJT74YcfKuHH/gHcqlUrWbVqlbIa7axueECnLnP69Ok2wUenwQtt6dKlNm/0+rz9L16snrJIXaZ9Pnrf0zg6Pn9vEED/MOtv+h6ZCUDgjmCWHgKQq3uD6wi6DmblqEh+/k/XWY8A4Rh11XWAnaAtW7b4udTr2eFjQ7cZZ1L/fVpSaIhlWqZoPunR6vpKwXz5coVY69icUCIQ1gJQIN7IadOm2b4+UT88+KHDs3nzZrntttucVhkjPHCLgWmzO++8U0qWLOlUWEJeemrDaUY8SQJBQECPjlpVVSw4YHBOYNeZFJm+VeRKgkj5AiLP3WqoEBijZAwkEIwEuAw+wO6as+F2fJFCeHEWIPRgmTyco8Khql4yD6u9Wk9Ep4Mxxfbt2+tD/pIACZCAxwSOXEyRNw1TTSeuiFw2BKCdZ0VGrDJGyUyeTR5nzIgkkEkEOAKUSeDNioWn+LFjHZ3UQYG5UaNGTpPccccdAm/x9kP1vXr1kt9//13l8/zzzytBqGrVqmoZPfQqMlKfw2mleZIE0kHgsccek6JFi6YjB/OkmCLG3xNDWgIfboawc+N8kuHG8GysyJ8nRBqUvHGeeyQQLAQoAAXYnRowYID8888/MmfOHMmbN6+ULVtWOUhNPZqjqw0fTfbCD85jtGj37t3SvXt36dKli7qOlTTFixdXzil1Wv6SQDASgBPhKlWqWFL1w4cPy+nTpy3JO9gzTUjrktB41ojEXVelDPbmsf5hSIACUADe9HfffVdefvllJcjUqFFDPZDNpsDy5Uu7wiI6OlqioqJUy7CUGoFLeRUG/kcCJOAjgYaGatTSfw3FeLtRIAg/1QrfyHD1ztPyydL9EhOfJIXyRciMwXc41Ue8kYJ7JJB5BKgDlHnsXZZcqFAhKV26tFpS7yri+PHjHez/QNC56667LPtCdlUXXiMBEghdAg/WEClomGIyzPtILsOUWIRhKmpoU5HCua4rQW89GC3v/LBbLsYmSpIxV3b20lXp8/5qSbpmzJUxkEAAEuAIUADeFG+q1KZNG1m5cqUMGjRIYmNj5cEHH5R+/fp5kwXjkgAJkIBbAjBsOKGNyPbTKWLIOFKxIASiGyvAPly0Twk+OqNrhhB0MSZBfttxQmqWyKFP85cEAoYABaCAuRW+V6RWrVqybNkyh+XzvufGlCRAAiRgTqBm0RtCj30sZ6vBMHWfCG1pBhIIQAIUgALwprBKJBCoBCBoQ0nfigBbV2a6blaUxzz9S6BVrWIy8/dDSjFa53zF0AVqVLmoJMZd0qf4SwIBQ4ACUMDcClaEBAKfwLfffmtpJc1WO1paKDP3C4FuzcrJ34cvytZDFyRvTrgEukkm9msqBfJEyJk4vxTBTEjArwQoAPkVJzMjARIggfAkgAUYY3vUkYOnY+RKfKLcUiyPFC+SLzxhsNVBQYACUFDcJlaSBAKDQM+ePaVy5cqWVOa3336T1atXW5I3M804AjcXzZ1xhbEkEkgHAQpA6YDHpCQQbgRuv/12adGihSXNhsVzCEEM/iewf/9+OXLkiDRp0kQiI4217AwkQAJCO0BB1AngFXvEiBFSp04d5fNr61bDK6GPAa4y5s6dK3/88YePOTAZCZBAMBAYPHiwTJ48Wfbs2SO9e/eWjRs3BkO1WUcSsJwAR4AsR+y/AuDo9MyZM7aVMnBsOmXKFLn//vu9KqRv377y66+/qjRwpvrII4/Im2++6VUejEwCJBD4BLZv366eGV999ZWqLFyIzJ4929S3YOC3iDUkAf8RoADkP5aW5rRixQqnPor69+8vnTp18tjc/MyZM2XhwoUOdZ01a5a0atVKbQ4XeEACJBDUBKpXr64+knQjMM0YHx+vD9Xv3r17HXSvbrvtNilVqpS6liVLFmVpHr4EfQnZs2dXbnh8TZ81a1bB5mvIlg2r0bJIespHel9dCaF8pPW1fJqF8PXOe5aOApBnnDI9FkZqnIVr167Jtm3bpGHDhs4upzm3ZMmSNOcSExPVAxBCEENoEIDj26tXr4ZGY1K14u677051xr+HZcqU8W+GmZgbXt5a5wdOXjESNGTIEIca7dq1SyZOnGg7V6FCBalatartGDsREREOx94ewLFzekJml699KvraBl/bn1pY9bV8pnNOgAKQcy4BdxbTX2ZBP+DMrtufL1y4sPqigz6RDrC9UqBAAX3I3xAg8OKLL6ovz/Pnz4dAa643AaMSTz/9tEN7cuXKpVzAOJy0O/jss8+UzpzZBwJGKBDwEaCDry8rnT4Qfw8cOCAvvPCC9OnTRylC29exc+fOgk2Hc+fOycmTJ9UhRjDw8tcfYJdik2TOhhOC34YV8svtVQ1/GC4CnDVDeMHUvS8B9wfPp5iYGF+SS/78+QV5nD171qf0KBsM4GbIl4DnKkawwNSXgLp783z3pYxwTkMBKEjuPh7+0NX58ssvHWoMh6lwheHpUOmwYcOUDkBycrJgwx9nQkKCDBgwwCFfHpBAoBGA8N6lSxeHakVFRUl0dLTDOfuDGTNmSI0aNdKk03HwcscURVxc6FrqwwgPBGL4C0zPCr7Yq9fk8U+3yzXjuQHvFqt3RxtGDy/LwLblNE7+kkBQEeAqsCC6XVBUxvC1/iro3r27YDWXN6Fo0aJqyuzWW29V9lw6duwoO3fuVF9Z3uTDuCRAAoFPACMfQ4cOlVGjRqVL+EFLX1/wjyQant3tXXut2Rstu445n54PfDqsYbgT4AhQkPUAfMVhS0/AEL/VLg3SUz+mJQES8A+Bb775Ri5cuCDPPPOMLcOCBQvKggULbMee7pyPSRTDwbtDgFvUUxcTpNp1nWmHazwggUAnQAEo0O+QB/U7fvy4Wulx+fJlgYJoo0aNPEjFKCRAAqFOAKtEsfkjlC2UU/6vvXOBu7HK/viS+y2V3lyiiKaRCDNTmq4iRFNUI9WISaNRuuqqqUSaoQtjQuYzqDRM9Y/STVRKqTSVbsrEyPgQii6KkdL57+/WPvOc43n2ubzve5xz3rU+n/c9z2Vf1v7t/ey99t5rr7X+y28ThKCt23+QRnuXTkG6LHjTNBSBbBBQASgb1PIoDtZd2ddHqZm/qVOnyrhx46RPnz55xKWyoggoAoWOwOCTDpDXVrwnlY3ihNkJs78nHlpfDmmU3RH5QsdD+S98BFQAKvA67Nat2y52PW666SY59thjpVGjRgVeOmVfEVAE8gWBvWpVlYcubSfTF60zzk6/lyNb7ClHHbx3vrCnfCgCGSOgAlDGkOVXhOBxdscZStJr165VAcgBor+KgCJQagS27xCZ8G4dWb6jlWw3tgk3b9ohR7TYYleCSp24JqAI7AYE8v4U2Pz58+3WThAbfNrMmzdvF9sOGH5btGiRvPLKKwl2PYJxi+0ag3fJhM2Jxo0bJz/W+zJGYNmyZbJq1aqEVDl1g7FJ2mgyRbXb5HB6rwjkIwJXvVRX3t9URbbtqGT0gCrJx5sry9Sl6lg1H+tKeUoPgbwWgB555BEZMWKEYO3Y0dixY+X222+XJUuWyMCBA2X16tX2FXY8BhhHfwsWLBBsf3D0M13bOC7tQvydNGmSZRuLr46w+aECkEOjfH4xLDd06FDBxooj2iSG5nAtQPubPXu2eyVR7TYeQC8UgTxG4IttlWTb95UkJpz7clRJ3vq0asKxePdGfxWBQkAgL7fA2NZBjyXZeiaz7Zdeesl6MWfAx6kfvq0Y8B988EE58sgj5fLLL7e4X3jhhbJ48eJdrJ4WQqVkwiNG3liJGD16tHAKrHfv3tKpU6dMktCwGSLw2GOPybRp06yV2WBUlM9vvfVWa3kYJfQLLrhAevbsKZzSi2q3wfh6rQjkMwJV94jJdz8EBSARcwjMCEVKikBhIpCXAhArPh07dpQePXokDOYrV66Utm3bWud2wN2hQ4e4Y88VK1ZI165d47XAOwz8kY4jLMZi9RjCArJbNcESLH/u3oUP+00VJt200snP5cWvbzWLbbC77rrL6/spmJa7jipfOry5uL600g1DfoVEmKafMmWKjB8/3rYbeEdoX7NmjW2f3Ddo0EBw04AuFqtFUe2WsBCm/p27Ae4x4e+rB/fO1y5IJ6p+eO7SIFwyuTohnPtLDlNe947n4K+vnC6cj5+oMJQzHRx8aVeEd3vXiEnzejtk6Sa+1Z3fa5VKO59V/d/ic0WAQstYRAjkpQCE75gwh4fr1q1LmHXjZ8atEuG7hntHXDMgBeniiy+WN9980z7CIjKzckf4e2HASkXpOsVjAExF6fp4gdeyonR9fqWDBR7qwf3www+Xdu3aRbKYLmaRCeTZi6Cg7QZmHE3i8dkJDrCMEIMvLl+7dUW77777EhxSPv7449ZSt3sf9puOh+lU7TBVG6xfv77N2k0cwvgoy2fgl8xzqvafqn3hzyk5zWSeqasoCjtoEBW2mJ9f1m6rXG30gLYYN4JVjAx0eMl3MqhN8boQKea61LLtRCAvBaCoymHVJqgPRMfkOnDfO5felVdeGfcbhJDlHEXS+eEMMZXDuzp16iTM0l26wV8EB4SpzZs3Bx/vcs3ghd4S/riiiI6bPFm5cgNtWFjKwnvfIMXAgt8ktsmCjh+T02OmzICSCoszzzzTCpPkS5rDhg2zOjHJ6aWDGVhQhkKm5PZHWWifYJn8LthuXZm7d+8uBx98sLsVVvV8dUW7R+k/qv2AO3VOGmFEPZNGlJNJ2jCTiK+++sp+c1gTzgXRntx3mU77T6d90d5dmsllIA9wAsswov7AQkmkqjn5Ne6Er2Wr8RtrIJOaCos2iwJHoKCacElJifVj5TCnU3O2bnCUGOzkuG7atKkLan+TPaozM4cYRBCsojpBG8j8Q7hJFYaBnAEvVTg6VsJEDWDkSccMEc4nADGY8d6Xp9sCYDDwhYN3jtH7wtxzzz1W2dwy9+O/MWPGCB630cMKUjqYgUWhEyslCBPg5oQ52iDK6KySvfvuu/EiBtute3jQQQcJf44QkhCio+qBgRuBNzghcHH5BXffwE57II2o9F17Iw948QnXwXzL4trxlE77T6d9+b4N8vDhhPDDN6H0PwSMOSAlRaAoECio3VsG2Pfff1+wfkynzDaBc/uA4b+nn37aGgXkKDJH4du3b18UlZRvheCYdxiBeUUlBkqEvzlz5lgIFi5caFfcWHXztduKileuyk2dJE+EcpW35qMIKAL5jUBBrQCxJD9o0CB7ugaHfgceeKDgER3q0qWLtQF09tlnW6XNvn37SvPmzfMb/QLljtUOVhCCq1fMkoM6WAVatFKxjc8ld/wdfDjJCPnabaky1MgpEbjzzjvtdm5QwTxlJA2gCCgCFQKBvBeAgorK1Mgpp5wiuH9gmZz9f0fMwEeOHGl1HtBt0H17h0zZ/zKwswrE1gHbC2BNfQwwdpgqEt1yyy0JxUUgxxwD+jLJyuZR7TYhAb1RBBQBRUARyBkCBbUF5lBBRyUo/Ljn/NatW1eFnyAg5XB9wAEHWAOUmBpo1qyZ9OrVS5YvX666Ej9inSz8uCrwtVsXRn8VAUVAEVAEcoNA3q8A5QYGzSVTBDia/OKLL6Y87ZZpuhpeEVAEFAFFQBHIBQIFuQKUC2A0D0VAEVAEFAFFQBEoXgR0Bah461ZLpggoAopA1gig3zfrnW9k0ccbpUblmFx0zJ7SoK6aBMgaUI2YdwjoClDeVcnuYwijd6uMv7Uo43m7jzPNWRFQBHKNwIhnvpKZb34tqzZ9J8s+/V4um/W5fLB+pyuhXPOi+SkC5YGACkDlgWoBpjlr1ixrr+bkk0+2xiUXLFhQqlLcfffdcthhhwnmCjBVEDwyX6qENbIioAiUOwIfffqdfLDhO/kh4OmUy8mvfFPueWsGikCuEFABKFdI53E+S5YskSFDhlg3H86a9rnnnmu9zPvY3rZtm42DUcogjRo1SrC/Qlq4+3j11Vet/aZgGL1WBBSB/EXg629/kDrVdlqiD3LJcyVFoFgQUB2gYqnJUpQDR5zJhCG/2bNny/XXX5/8yt4/8sgjVqhB+MFv2KJFi+KGJydMmJAQBxtBWEbGK7oap0yApuBuxo8fLw888EC58I2Fd6X8QKB5/SryfZKsU9nIQ432VB2g/Kgh5aIsEFABqCxQLPA0sE+TTBg5jDIm+d577wmWtoOEh3SEII7HOz9Vwfekx4qRUmEigH8z5+fN+eqi3SAAO79hySXDbQ2ObqOEXoRs/twKIm2nSZMmycno/W5AYJ9aleWy4+rK6Oc3Sw3j+r1SpZjUrraH3Nxtr93AjWapCJQPAioAlQ+uBZVq//795aGHHkrwEo+TzX79+oWWY+zYsbs8Jzy+2QYOHCidOnWS+fPnJ+j9oFiNt3MGy7Vr11ov6TiwVSoMBHB/Mnr06ARmMfiI4nyUADR48GBp2bKlDB06NCGeu0GAQrBSNxUOkfz67dC0uow/o0Q+/OwHqbRjuxzdvLpUYRmoFLR52w+ydXtM9q2zh1TZo3RplYINjaoIWARUB0gbglVWnjlzpkUCS9q4dJg7d640bNgwFB08yicTg6DzTD5x4kQ7sOGSBCVorEWzasRAh5J1586dpW3btqocnQyi3isCeYbA/ntVkVPa7CnHt6xRauHn4be3yMX/t0mue+ILOXf6Rtnw9Y48K62yU9EQ0BWgilbjEeX95S9/aXV0EGSY2fu2q1gxeu655xJSYlsEf1cQgs+///1vK/TUqFHDClRspyVvb7zwwgsyYsQICVtRSkhcbxQBRaCgEXhxxX9lzvtbZTsyz46dR8uufPRzmdynvtSprvPwgq7cAmZeW14BV15Zs852BDob6PD4qEuXLjJmzBgbBGGppKREnnrqKWncuHFCtDZt2sgRRxxh00MfhNWlZGLrTak4EWCLK0qPrDhLrKWKQuDJD/67U/gJBKhmttPe+UTtCgUg0cscI6ArQDkGvFiyu+KKK+Sss84STu6wVVarVi1v0SpXrhw6GIZtp3kT0pcFg8CMGTOsXhl6QkqFg4DTzYJjlNQRYjnEkA2RFmnUqMZQk7TlZZKsU6ummRjViUyauPQd/GZDLv+wyVc66bm8+c2GwA7es81f7adlg3r6cVQASh8rDZmEAIqxdDDpUKtWrQQv8ps3b47rCrE91qdPn3SiaxhFQBHIEQKcynP6fAzgbItjzysbcgJEj1Y1ZOXGb+W7gAyEMnTr/Sp50yZ/+pjS5F+a+MSFh2zzJy6UbfxsBb9s6qoixlEBqCLW+m4oMx8ytoPYFmPVh47hvPPOk+HDh+8GbjRLRUARiEIAgceZJiAM32rwPipe2HO3gtHxwGqy6Zvacv8bW6S6GXVK6lSWYV3qSZVKP5i0kwwOBRJi5QkhKtv8KUtyeQLJp7yk34KH3ZV/uhPMlAXRAKEIqAAUCos+LA8E2CZDOZrTYHQsqbbNyoMHTVMRUAR2DwI9W9eSLofUNKtAMalVtZLpA7LbVts93GuuxYiACkDFWKt5XqY6daL3/POcdWVPEVAESoFAdWNUkT8lRSAfEMhOsywfOFceFAFFQBFQBBQBRUARyBIBFYCyBE6jKQKKgCKgCCgCikDhIqACUOHWnXKuCCgCioAioAgoAlkioAJQlsBpNEVAEVAEFAFFQBEoXARUACrculPOFQFFQBFQBBQBRSBLBFQAyhI4jaYIKAKKgCKgCCgChYuACkCFW3fKuSKgCCgCioAioAhkiUAlYyVzp2veLBMo5Giff/65ZR9HnXvuuad11eArD05Ct2/3O+/7z3/+I19//bUcdthhvqSsefdUfrDgD8OB7du3t9ZYoxJ0fmqc+fqwcPD9zjvvSMuWLWXvvfcOC2KfYfUUy6+peHvvvfes1/imTZtGpsWLdDBbtWqVYDH25z//uTetivISs/kLFy6Un/zkJ1KvXr3QYlNH1HfU50u7wXrtIYccEhqfh1iZjapn2vCyZcukdevWkQYrffFJ/4MPPrBxmzVrxu0ulMrKbzrtP1X7evvtt62z3v3333+X/HngLP1GfTvr16+XdevWSefOnUPjF+ND6t61i1R1lKr8+ArEF1yq/jAqHeqHv2wtMdMfb9myRQ499NCoLLzPU7UPb2TzcuXKlXbM+OlPf5oqaOh7vnPGJqVyQgABqKJT9+7dY8OHDy8TGG666aZYjx49yiStxx9/PGYGwdgXX3xR6vRMR27TmjdvXqnTIgEzIMRGjRpVJmldf/31sdNOO61M0iqGRFavXm3r6oUXXsi6OIMHD471798/6/ivv/665cEIQVmn0atXr9i1116bdfzHHnvM8mAG0KzT6NixY2zcuHFZx588eXLs8MMPzzp+RY84YsSIWNeuXXcbDMOGDYudeuqpuy1/4zQ6ZpxG77b8NWM/AroFVk6CpSarCCgCioAioAgoAvmLgApA+Vs3ypkioAgoAoqAIqAIlBMClc3Wz/BySrtgkkU/oEOHDtKgQYNS81y/fn2bVpTeQyYZ1K5d2+6dt2rVynpEziRuclj2klu0aGF5KwtfXGD2s5/9TPbbb7/krDK+BzP0nMoCs4wzz8MI1BW6Wu3atZNs64p6oU2n0tGKKn6NGjUEvYU2bdpI9erVo4J5nzdq1MjqdTVs2NAbLuol7Z/8S9P+KT/tdN99943KxvscHSyzBWb1sbwB9WUoAvvss4/9tps3bx76vrwfUu+7s28hf77DAw44oLyLqulngUCFVoLOAi+NoggoAoqAIqAIKAJFgIBugRVBJWoRFAFFQBFQBBQBRSAzBKpkFrx4Qn/zzTf2WPjRRx8dL9S3334rb7zxhnD08xe/+IU9Jhx/6bkIS8uc5JFPPvkkHottnoMPPjh+H3bB0dM333xTatasKW3btrV8uHAbN26079gm8h1tduH5XbFihXAM1ZyEsWnyDF459h8k3qeipUuXCkeC2U7Ya6+94sGzwezTTz+Vt956y5YjuDSeDWZxRgr0wpzws/XKcXO2jMLIh8u2bdtk8eLFwnYRW2Zsn4WRr/1E1W0wHR8PLty//vUvexnVPn08EJHj13x/nTp1ckkm/C5ZskRob44wE8AWSyZtOoqHdMpHvlE8OJ4q6m9YH+jrG6LqIRv8wvo50slV/lHfjy9/vhWO6LM9lu32bDZYaZxEBCqkDhCDhjmuLh999JGcdNJJFhFsr/z2t7+1NiMWLVokCxYskG7duiUIIYnQ7bwLS4s3d955p7z88suCjRvsqWDHAqEmihAuzj//fJsfH5Q5fiunnHKKHdDodC+//HIrePAc/Qz0Inx05ZVXWiED+zrmGLAceOCBgt4OZeMeIQS++HMYRKV31VVX2XBgNHHiRDnqqKOsbYpsMHviiSds/tgimjp1qi0LAxmUKWZR/BbKc3PM25YZPZOZM2dagTVMGI3C5bPPPrNtBuHn1VdflWeffVbMkeNdiu9rP1F1m5xIFA8u3JdffikXX3yx1VlCEEsmHw8u7J/+9Cf73fXu3ds9iv/y/Zhj/damjGu3CM/o7aXbpn08pCofjPh4iDNaAS/C+kBf3+Crh0zhi+rncpV/1Pfjy3/s2LHy6KOPWvtAEyZMECbhUfa+MsVDw2eIgP+UfPG9NQbirF2GQYMGxa6++up4AadNmxYzDTN+z3szqMTvwy6i0iJs3759Y0bCD4sW+mz8+PGxKVOmxN/deOONMewAQeedd17MGHSz19jzMYJRzMwu7H3YP2OkMPab3/wm/ur555+PYY8Cwq7JvffeG3+X6sIY8opdeuml8WBmkIqBFZQpZkYYi11yySWxjz/+2MbH1ky/fv3sNf8yxSwesQAvzGAaO+OMM2LgCxljbbGePXvGjPG/XUoThYsRmmJ///vfbXjSw/6UEbh3iR/Vfnx1m5xIFA8uHLacBgwYYNuEexb8jeLBhXnmmWdiZgJi27p7Fvxdvnx5pF2jdNu0j4dU5YMXHw9BXivSdVQf6OsbfPWQCXa+fi4X+fu+n6j86fuMgB8zhjdtUfmGb7vttkyKrWHLEIEKpwO0detWueGGG+Tss89OEBVZRmU50hHXWLL1UVRaPMeKLTP0Bx54QNasWeNLxr678MILxQgD8XBYT2UWwayT+G71iBlvrVq1ZO3atfGwyRdYPf3rX/8af0xazNIg04nbWfqMGTPkn//8p5i2FA8XdsEs+89//rN9xSwfa9KsJkGZYsbWohH0hG08tvuYuXMNZYOZjVig/7Defd9994nbAqR+2EZItkjsw8UM2nLOOedYBJhVE7ekpCQBEV/78dVtMBEfD4Qzgrq1Ls62cRj5eCD8hg0bhPZ40UUXhUW3z2i3TZo0kblz5worZ/DkKJ027eMhVfmC+UTx4MJUtF+wy6Q/9dVDptj5+rmovqks8/d9P1H5G6HJ9uVYmIbSGWcyxUXDp49AhROAMMnO0dpkYgsqaHKc602bNiUHS7iPSgs3BOz/ImAwKLF99eSTTybETb7BpD+uBSCzYmOFnpNPPtluVbHFgfDgiOVSBKwo4uNCjwhiq2v69OliZl32nsHitddes0eb77//fjGrYPZ5qn/GgrSYFQs70Dm9qWwwI5/NmzfL6aefLmyHse0IZYOZjVjA/6hXiG1KhExjkXwXfYB0cLn55pvFrPDZOkY4DhL1n6r9hNVtMA0fDwjns2bNkiFDhgSjJFz7eKDsxqK4/UYcHgmRf7xhuxq9CfSE+O3Tp4+gRwKl06Z9PPjK92P29sfHQzBcRbqO6gOj+gZfPWSKm6+fy0X+jt+w7ycqf9yqBLe70hlnXD76W/YIhGtMln0+eZ8iM/Lg7JuZghMiMmUe/ZzZs2fHfW5h0wV9F7PFkTKpOXPm2FWju+66y67UBqs/rgAADMJJREFU4McmyBcJwBt6QKnILLeKcUVghQynWwIfKDHTefzqV78S44LCClvMbH2EbskxxxxjV3BuvfVWMSburW2iIG/pYsZHTznxd8XKFzP60mDm4zvf3yEogyUrccykkykdXG655RYxW7YydOhQq0gdVCJObtekn9x+wuo2yEcUD+jIIbygB+H7Vnw8oPuEvSH0hj788MNgtgnXv/vd74Q/J+CBG6tBZqvXflup2rSPB5S20/lefTwkMKs3kX2Drx6yhS2sn0vOx/VNyc/JM/l7yJSPsO8nOZ+o/N3zTPPU8GWDQIVbAYqCDU384KoK140bN44K7n3OVhGnexxhBItlfma7PmKl5qGHHpK//OUv8W0mTo8hBNHhO0qHNwYTVgVQTEWZGsIhKicP3PIrq05sqTFbiSL4dqd7GHxQUOWkDpQpZuTP6hPEitbxxx9vhTGUvrPFzCZWoP/YPkB4qFu3rowcOdI6jk0uig8XcHOrlCi4n3DCCfG6cen42o+vbl18fqN4YOBx7YxB4OGHHxZWFe+4445gdPHx8NRTT1mFUOIbXTMhTYTyZGLLN/gN8E0xm063Tft4iCpf8vcaxUMyr3of3Tf46iEb3Fz7C/ZzpBPVN5Vl/r7vJyp/tqiTx5mo05/Z4KFxMkNABaAf8Tr22GPl6aeftroyLK2/8sor1oJoZnDuDI3ODcIHOjzM7NnqYbB3gkdYmgwEzz33nEyaNCnBIjXHmo888ki7YkI8Vk04QeXz6A7/11xzjbA1Qr6O2GJjZckJIXQeDKBhp3ZcHAbp6667Lq5DxOk4VrSgTDEj/3vuuUeM8rONj2BF/ugUZYOZTaSA/1E/rD6ALzNGR7QbBFXIhwtbrH/7299sOHSIOAnm6oY2wJ+v/fjqNh0eMOtgHLYKWwD8/frXv7bbcAh1ECcg4cvHg1HijsdHPwy9ClYEoSAPtHvaDgTfbBOz0pWqTafDgw9jhyP5RvHAO6VEBKL6Bl9bSEwh9V1UP0fMXOTv+36i8kdPDjMkmCdh9Qf9uSOOOCJ1YTVEuSBQYS1B03EjdIwZM8YCS2NkK4HGiaCCgikdejqUnBZxUHDlWDLpsuXDDN/nNuLMM8+0q0RBXR90bi677DI7GCLQMEjCG0f43dHxMP44qs7WQjAt7KVw9BI7QyhIo4SMkjaDr9PpCUuLZyhyM8CRPwPUBRdcYFfHssHMnGazAxlxcbGAMjpba1CmmNlIBfoP4ZNtKyhYT3fffbdd1WBbjG1CKAoXlKZHjx5tFeLZiqTTRaeKerr99tutcID+GcJUVPuJqltW+dLhwTL44z/aHauEAwYMsE/QYeNoO64kfDy4NMCE8JQXCvKA3hhlxbYW7RbTDeZEof0efG06XR6iMA7i6OPBlaGi/ib3gb6+IZ22kA6Ovn4uF/nDY9T348ufCTGr/PTJTP5QKUAwVMo9AhVWAIqCGiVL9BnKokGyhM4ghQBUFsRSfdAIYWnSZNYLX8HB15ceZWE273QwgmGzwQxcwvxclTVmQT4L+dqHCzNRdMJ8K4yUPar9+Oo2iJmPh2A433UUD744wXeUFQEvzD9Zum06iod0y+fjIcirXu80bhnVn0bVQ1ni5uubyip/3/cTlT8TULZ0w/rAsiy/puVHQAUgPz76VhFQBBQBRUARUASKEAHVASrCStUiKQKKgCKgCCgCioAfARWA/PjoW0VAEVAEFAFFQBEoQgRUACrCStUiKQKKgCKgCCgCioAfARWA/PjoW0VAEVAEFAFFQBEoQgRUACrCStUiKQKKgCJQ7Ai8++671txDsZdTy1d+CKgAVH7YasqKgCKgCCgC5YQAjpmxDaWkCGSLgApA2SKn8RQBRUARUAQUAUWgYBFQ85N5VHVYAcbCM/6Q8B6Pfye8tWPgDou0eFI+66yzBKvREOGxzIxLCdxo4JkZK7w4r3S0cuVKuffee61VXcywd+nSRebPn2+t/Low+qsIpEIAo21TpkyxFsHxp4S7C9yqDB8+3LZT4mPle8KECdbq86GHHmqtTwf96WH2H6ejWAKmbWMFHEvN0KJFi+Sll16Sgw46yFrXxckpHt+VFIFUCGAJHDcq+Njq3LmztZ6PgVeMDV500UXWx9zkyZNtu+M9luzVAGEqVCvGe10ByqN6fuaZZ2TgwIHWPwyCyssvv2w9tvfq1ctabcZrNgIQHzxEeASeBx980LruwI0H/pFw2gjhZ4sPHoHn1FNPlRdffNGmh9NKJUUgEwQYSHCN0bFjR+u0Fcer+CFzTn/xzXXUUUdZy+e4kFm8eLG0bdvWuq4gHwSjc845xwo4/fv3t/68evToIfgzgz766CMZO3as3HDDDdbaOX7AlBSBVAhg/RtBuk2bNnbiN2zYsPi2GO5haKO4TaE90QcyaaT94aNRSRGgISjlCQLGa3vMOMeMmZmL5WjWrFl8pTEz045zaPw9xW688UZ7T3jjziIenoctWrSImcHKvjd+vmLG/1jMmGq39/wzM/OYEaTi93qhCKRCwAjcth0aR7jxoGblxz4ziqj2Wfv27WO9e/eOv+eCZ8ZLt31m/NfFzCw8/p42bty6xMzM3T6bOnWqTY+8lBSBdBC4//77d2kzZtUw1q1bNxvdCD32vRF44smFteX4S72ocAjoFlieCcE4jnR+yIwwY7nr3r17nMuSkhJZv359/J6VIheeh127do2vEOFMki2GoL8vIzTFnWzGE9ELRcCDAO2oXr16cae1BO3Zs6fd/uKa7TEUUhs1amSd6/IMwmcXcSEcDa9bt06MUC/Lli2z4ZmV41/OEf692rVr5271VxFIiQA+8IJtpkOHDnYLNRjRbbPyzAjlQh/61ltvCauYShUbAd0Cy7P6R78imXzOVJs1a5YQHA/DW7Zssc/YAmvatGnC+7JyppqQqN4UNQLoVjRo0CBB0A62I7yk4xASvQr01dwfWw9nnHGGxWbcuHFWX+2Pf/yj1WVDj82sTibgRpqpHLomRNCbCo9A7dq1E9pMWPvB47ojJoO0M5wxKykCugJU4G0A3Ysgoe/DLAhq3bq1nekE36M3pKQIZIIA7QjFZQQhBGwo2I6YUSOko/B82223xZOeN2+eVK1a1epfXHvttXLHHXfIJZdcYt+jn9GvXz8rOMUj6IUiUA4I0EeiuwatXr1ali9fHu8jyyE7TbKAENAVoAKqrDBW2XqYNm2aHWT45SQOSn7QFVdcYQeqoUOHCkbDbr75ZnvaJiwdfaYIRCGAsjKns04//XSrSD9z5kx7AiwYfvDgwTJ9+nS7vYpws3DhQjnttNNk48aNduWIlU22blkp2rp1qz2Zw9ZZcAssmJ5eKwJlhYDRFZLXX39dNmzYIEZ/Ulq2bCnHHXdcWSWv6RQwAioAFXDlwTr72KNGjbLLun/4wx9k0qRJcuKJJ9pSsRI0Z84cYQZ0zDHH2JM5HAFl31xJEUgXAXR5nn32Walbt65wInHkyJEyZMgQG71mzZr2F+G6b9++1kQD4RDCMeHAiTBWgcaMGSP/+Mc/7LZXw4YN7XYZ4ZcsWZIuGxpOEcgKAcx/0E+yFbZ06VJrYsSnVpBVJhqpIBGohNp3QXKuTNsj7ej4TJw40R59ZwsiqPDM6hCKpRyfd3TppZdau0HBLQz3Tn8VgTAEPvvsM8HEAoOIa1/Y7Dn++OPtMXgUpB1he4WZdpMmTdyjhN81a9YIAlBQcT8hgN4oAmWEAKuLCOhMAI8++mjhyDzbtUqKgENgD3ehv4WNAIbl3ODkSsIghW0WjMyh9PfEE09YuxjYElJSBNJFAKEGhWZ0eL788ku7nXrNNdeIOW5sT4cF02G1J0r4IRzvVPgJIqbXuUCgWrVqKvzkAugCy0MFoAKrsCC7nGZguyGKfv/738ugQYPsH7N0tiTYLjv//POjouhzRWAXBFhZnDFjhsydO9eu3mB6AQvkalBzF6j0QR4hwISQFR+EHyVFIAwB3QILQ6UIn6FwynaYkiJQGgS0HZUGPY2rCCgC+YSACkD5VBvKiyKgCCgCioAioAjkBAHdAssJzJqJIqAIKAKKgCKgCOQTAioA5VNtKC+KgCKgCCgCioAikBMEVADKCcyaiSKgCCgCioAioAjkEwIqAOVTbSgvioAioAgoAoqAIpATBFQAygnMmokioAgoAoqAIqAI5BMCKgDlU20oL4qAIqAIKAKKgCKQEwRUAMoJzJqJIqAIKAKKgCKgCOQTAioA5VNtKC+KgCKgCCgCioAikBMEVADKCcyaiSKgCCgCioAioAjkEwIqAOVTbSgvioAioAgoAoqAIpATBFQAygnMmokioAgoAoqAIqAI5BMCKgDlU20oL4qAIqAIKAKKgCKQEwT+H21KxOGN/TauAAAAAElFTkSuQmCC" /><!-- --></p>
<p>The tagging can be either arabic or roman numbers, or latin letters,
and separate tags can be given for different nesting levels. See the
<em>Annotation</em> vignette for more information.</p>
</div>
<div id="want-more" class="section level2">
<h2>Want more?</h2>
<p>This is enough to get you started, but we have only scratched the
surface of what patchwork is capable of. Look into the other guides to
find out more about, e.g. how to <a href="https://patchwork.data-imaginist.com/articles/guides/layout.html#controlling-guides">collect
all legends in one place and remove duplicates</a> or <a href="https://patchwork.data-imaginist.com/articles/guides/multipage.html">aligning
plots across multiple pages</a>.</p>
</div>



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