R-CMD-check / R CMD check (push) Successful in 4m37s
- Remove Knowles_Headshot_2019_good.jpg and Knowles_Headshot_2019_prisma.jpg from inst/img/ — personal headshot should not be distributed with the package - Update plot_jpeg() roxygen example to use a generic placeholder instead of the removed headshot path; regenerate man/plot_jpeg.Rd accordingly - Add comprehensive testthat coverage for clopper_pearson(), z_univariate(), waldInterval(), and agresti_coull_interval() in tests/testthat/test_propint.R The propint module previously had zero tests. New tests cover: return types, formula correctness (cross-validated against binom.test()), edge cases (0/n and n/n), interval validity, confidence level behavior, and sign/direction of z-scores.
867 lines
610 KiB
HTML
867 lines
610 KiB
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color: #693a17;
|
||
}
|
||
.pl-mh,
|
||
.pl-mh .pl-en,
|
||
.pl-ms {
|
||
color: #1d3e81;
|
||
font-weight: bold;
|
||
}
|
||
.pl-mq {
|
||
color: #008080;
|
||
}
|
||
.pl-mi {
|
||
color: #333;
|
||
font-style: italic;
|
||
}
|
||
.pl-mb {
|
||
color: #333;
|
||
font-weight: bold;
|
||
}
|
||
.pl-md {
|
||
background-color: #ffecec;
|
||
color: #bd2c00;
|
||
}
|
||
.pl-mi1 {
|
||
background-color: #eaffea;
|
||
color: #55a532;
|
||
}
|
||
.pl-mdr {
|
||
color: #795da3;
|
||
font-weight: bold;
|
||
}
|
||
.pl-mo {
|
||
color: #1d3e81;
|
||
}
|
||
kbd {
|
||
display: inline-block;
|
||
padding: 3px 5px;
|
||
font: 11px Consolas, "Liberation Mono", Menlo, Courier, monospace;
|
||
line-height: 10px;
|
||
color: #555;
|
||
vertical-align: middle;
|
||
background-color: #fcfcfc;
|
||
border: solid 1px #ccc;
|
||
border-bottom-color: #bbb;
|
||
border-radius: 3px;
|
||
box-shadow: inset 0 -1px 0 #bbb;
|
||
}
|
||
.task-list-item {
|
||
list-style-type: none;
|
||
}
|
||
.task-list-item+.task-list-item {
|
||
margin-top: 3px;
|
||
}
|
||
.task-list-item input {
|
||
margin: 0 0.35em 0.25em -1.6em;
|
||
vertical-align: middle;
|
||
}
|
||
:checked+.radio-label {
|
||
z-index: 1;
|
||
position: relative;
|
||
border-color: #4078c0;
|
||
}
|
||
.sourceLine {
|
||
display: inline-block;
|
||
}
|
||
code .kw { color: #000000; }
|
||
code .dt { color: #ed6a43; }
|
||
code .dv { color: #009999; }
|
||
code .bn { color: #009999; }
|
||
code .fl { color: #009999; }
|
||
code .ch { color: #009999; }
|
||
code .st { color: #183691; }
|
||
code .co { color: #969896; }
|
||
code .ot { color: #0086b3; }
|
||
code .al { color: #a61717; }
|
||
code .fu { color: #63a35c; }
|
||
code .er { color: #a61717; background-color: #e3d2d2; }
|
||
code .wa { color: #000000; }
|
||
code .cn { color: #008080; }
|
||
code .sc { color: #008080; }
|
||
code .vs { color: #183691; }
|
||
code .ss { color: #183691; }
|
||
code .im { color: #000000; }
|
||
code .va {color: #008080; }
|
||
code .cf { color: #000000; }
|
||
code .op { color: #000000; }
|
||
code .bu { color: #000000; }
|
||
code .ex { color: #000000; }
|
||
code .pp { color: #999999; }
|
||
code .at { color: #008080; }
|
||
code .do { color: #969896; }
|
||
code .an { color: #008080; }
|
||
code .cv { color: #008080; }
|
||
code .in { color: #008080; }
|
||
</style>
|
||
<style>
|
||
body {
|
||
box-sizing: border-box;
|
||
min-width: 200px;
|
||
max-width: 980px;
|
||
margin: 0 auto;
|
||
padding: 45px;
|
||
padding-top: 0px;
|
||
}
|
||
</style>
|
||
|
||
|
||
</head>
|
||
|
||
<body>
|
||
|
||
<h1 id="civilytics">civilytics</h1>
|
||
<p>Brand themes, color palettes, and utility functions for <a href="https://www.civilytics.com">Civilytics Consulting</a>. The package
|
||
provides a complete ggplot2 theme system drawn from the Civilytics
|
||
design system — warm paper backgrounds, civic-navy ink, and editorial
|
||
typography — along with 10 curated color palettes, logo composition
|
||
helpers, and data-wrangling utilities for public-sector analysis.</p>
|
||
<h2 id="installation">Installation</h2>
|
||
<p>Install from the Civilytics Gitea server:</p>
|
||
<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="co"># install.packages("remotes")</span></span>
|
||
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a>remotes<span class="sc">::</span><span class="fu">install_git</span>(<span class="st">"https://gitea.civilytics.org/Civilytics/civilyticsR.git"</span>)</span></code></pre></div>
|
||
<h2 id="quick-start">Quick start</h2>
|
||
<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>(civilytics)</span>
|
||
<span id="cb2-2"><a href="#cb2-2" tabindex="-1"></a><span class="fu">library</span>(ggplot2)</span>
|
||
<span id="cb2-3"><a href="#cb2-3" tabindex="-1"></a></span>
|
||
<span id="cb2-4"><a href="#cb2-4" tabindex="-1"></a><span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(displ, hwy, <span class="at">colour =</span> class)) <span class="sc">+</span></span>
|
||
<span id="cb2-5"><a href="#cb2-5" tabindex="-1"></a> <span class="fu">geom_point</span>(<span class="at">size =</span> <span class="fl">2.5</span>) <span class="sc">+</span></span>
|
||
<span id="cb2-6"><a href="#cb2-6" tabindex="-1"></a> <span class="fu">scale_color_civilytics</span>() <span class="sc">+</span></span>
|
||
<span id="cb2-7"><a href="#cb2-7" tabindex="-1"></a> <span class="fu">labs</span>(</span>
|
||
<span id="cb2-8"><a href="#cb2-8" tabindex="-1"></a> <span class="at">title =</span> <span class="st">"Fuel economy by engine displacement"</span>,</span>
|
||
<span id="cb2-9"><a href="#cb2-9" tabindex="-1"></a> <span class="at">subtitle =</span> <span class="st">"Highway MPG vs. engine size for 234 vehicles"</span>,</span>
|
||
<span id="cb2-10"><a href="#cb2-10" tabindex="-1"></a> <span class="at">caption =</span> <span class="st">"Source: EPA fuel economy data (ggplot2::mpg)"</span>,</span>
|
||
<span id="cb2-11"><a href="#cb2-11" tabindex="-1"></a> <span class="at">x =</span> <span class="st">"Engine displacement (litres)"</span>,</span>
|
||
<span id="cb2-12"><a href="#cb2-12" tabindex="-1"></a> <span class="at">y =</span> <span class="st">"Highway MPG"</span></span>
|
||
<span id="cb2-13"><a href="#cb2-13" tabindex="-1"></a> ) <span class="sc">+</span></span>
|
||
<span id="cb2-14"><a href="#cb2-14" tabindex="-1"></a> <span class="fu">theme_civilytics</span>()</span></code></pre></div>
|
||
<img role="img" aria-label 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" alt width="100%" />
|
||
|
||
<h2 id="color-palettes">Color palettes</h2>
|
||
<p>The package ships 53 named brand colors in
|
||
<code>civilytics_colors</code> and 10 curated palettes in
|
||
<code>civilytics_palettes</code>. Use <code>civilytics_palette()</code>
|
||
to retrieve colors by name, or pass palettes directly to the ggplot2
|
||
scales.</p>
|
||
<h3 id="palette-gallery">Palette gallery</h3>
|
||
<img role="img" aria-label 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" alt width="100%" />
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<h3 id="using-palettes">Using palettes</h3>
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<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a><span class="co"># Discrete fill with the qualitative palette</span></span>
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<span id="cb3-2"><a href="#cb3-2" tabindex="-1"></a><span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(class, <span class="at">fill =</span> class)) <span class="sc">+</span></span>
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<span id="cb3-3"><a href="#cb3-3" tabindex="-1"></a> <span class="fu">geom_bar</span>(<span class="at">show.legend =</span> <span class="cn">FALSE</span>) <span class="sc">+</span></span>
|
||
<span id="cb3-4"><a href="#cb3-4" tabindex="-1"></a> <span class="fu">scale_fill_civilytics</span>() <span class="sc">+</span></span>
|
||
<span id="cb3-5"><a href="#cb3-5" tabindex="-1"></a> <span class="fu">labs</span>(<span class="at">title =</span> <span class="st">"Vehicle counts by class"</span>, <span class="at">x =</span> <span class="cn">NULL</span>, <span class="at">y =</span> <span class="cn">NULL</span>) <span class="sc">+</span></span>
|
||
<span id="cb3-6"><a href="#cb3-6" tabindex="-1"></a> <span class="fu">theme_civilytics</span>(<span class="at">grid =</span> <span class="st">"y"</span>)</span></code></pre></div>
|
||
<img role="img" aria-label 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" alt width="100%" />
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<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" tabindex="-1"></a></span>
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<span id="cb4-2"><a href="#cb4-2" tabindex="-1"></a><span class="co"># Continuous fill with a sequential palette</span></span>
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<span id="cb4-3"><a href="#cb4-3" tabindex="-1"></a><span class="fu">ggplot</span>(faithfuld, <span class="fu">aes</span>(waiting, eruptions, <span class="at">fill =</span> density)) <span class="sc">+</span></span>
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<span id="cb4-4"><a href="#cb4-4" tabindex="-1"></a> <span class="fu">geom_tile</span>() <span class="sc">+</span></span>
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<span id="cb4-5"><a href="#cb4-5" tabindex="-1"></a> <span class="fu">scale_fill_civilytics</span>(<span class="st">"seq_ember"</span>, <span class="at">discrete =</span> <span class="cn">FALSE</span>) <span class="sc">+</span></span>
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<span id="cb4-6"><a href="#cb4-6" tabindex="-1"></a> <span class="fu">labs</span>(<span class="at">title =</span> <span class="st">"Old Faithful eruption density"</span>) <span class="sc">+</span></span>
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<span id="cb4-7"><a href="#cb4-7" tabindex="-1"></a> <span class="fu">theme_civilytics</span>(<span class="at">grid =</span> <span class="st">"none"</span>)</span></code></pre></div>
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<img role="img" aria-label 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" alt width="100%" />
|
||
|
||
<h2 id="themes">Themes</h2>
|
||
<p>Three theme variants cover the most common output contexts. All share
|
||
the same typographic structure and accept <code>grid</code> and
|
||
<code>paper_bg</code> parameters.</p>
|
||
<h3 id="editorial-default">Editorial (default)</h3>
|
||
<p>The default theme uses a warm paper background with horizontal
|
||
gridlines — an editorial, Pew-style layout.</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>base_plot <span class="ot"><-</span> <span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(displ, hwy)) <span class="sc">+</span></span>
|
||
<span id="cb5-2"><a href="#cb5-2" tabindex="-1"></a> <span class="fu">geom_point</span>(<span class="fu">aes</span>(<span class="at">colour =</span> <span class="fu">factor</span>(cyl)), <span class="at">size =</span> <span class="dv">2</span>) <span class="sc">+</span></span>
|
||
<span id="cb5-3"><a href="#cb5-3" tabindex="-1"></a> <span class="fu">scale_color_civilytics</span>() <span class="sc">+</span></span>
|
||
<span id="cb5-4"><a href="#cb5-4" tabindex="-1"></a> <span class="fu">labs</span>(</span>
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<span id="cb5-5"><a href="#cb5-5" tabindex="-1"></a> <span class="at">title =</span> <span class="st">"Engine size vs. highway fuel economy"</span>,</span>
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<span id="cb5-6"><a href="#cb5-6" tabindex="-1"></a> <span class="at">subtitle =</span> <span class="st">"Colored by number of cylinders"</span>,</span>
|
||
<span id="cb5-7"><a href="#cb5-7" tabindex="-1"></a> <span class="at">caption =</span> <span class="st">"Source: ggplot2::mpg"</span>,</span>
|
||
<span id="cb5-8"><a href="#cb5-8" tabindex="-1"></a> <span class="at">colour =</span> <span class="st">"Cylinders"</span>,</span>
|
||
<span id="cb5-9"><a href="#cb5-9" tabindex="-1"></a> <span class="at">x =</span> <span class="st">"Displacement (L)"</span>, <span class="at">y =</span> <span class="st">"Highway MPG"</span></span>
|
||
<span id="cb5-10"><a href="#cb5-10" tabindex="-1"></a> )</span>
|
||
<span id="cb5-11"><a href="#cb5-11" tabindex="-1"></a></span>
|
||
<span id="cb5-12"><a href="#cb5-12" tabindex="-1"></a>base_plot <span class="sc">+</span> <span class="fu">theme_civilytics</span>()</span></code></pre></div>
|
||
<img role="img" aria-label 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3UQ47cTuw47Z0YNG4h3NHn9NmxD+byorwkIoaEeriaGesfOXMM+8gsMCY9oOqRj2K4JEEKfouOWrf8tPTMXT8HaZvGueRwmj/c8ePwCtlxeWf06KJTBYGLT+WlraQzq7yT6l2oVsZx1YimZ/cmIvKyAmXfZN+a4S5ZrfltSVVuLWq+9y+fjRztDQGcRZ4CniNYey4ehfrcA36vT5q/How6GTCb17GEzaezwOdPGSUtTxL5faQoZH7tiYqzf0qhuAoGgqCDP8yMKhXz8r+1L5k658/B56PvPsYmpHL/akdFxG7YduPLffoGVOfTvRawFGHP0r//p62qLvcKY2VPH4of6VUDo6Yu3sK7yJkZ67NdwYvx2Ytdh50wfx+6a6mpYN+/UtKwL15o6aY8cOsDIQBcP8DfuPcnKzkUIycvJeAxwwbPHJaRMnLUSH702a8rYhXMm2VmbM5lMbHg6N1NjffYrsNsPnjNRUwP+9IkjOdoGOoC4zjrRS1ZUkMP7z9cIGtSjIC9b/e0NWBwv2uFYVWzTFF7tXT4fP9oZAjpL13jZTFJK+pqtf378/JVIJG7ftHRQfxc1FSVpGWk1FWV8FGl7sDA1ivnWQffI3i0D+rVxSHd3W0vsyVlDQ+PX+OQPkV+u3n6c/K1711O/wKKSUryjHE9vQz8eOnEJX10wexL73Clir/C4UUO2/XEEG97DYDDwu4FZU8dxj2YW/du1hw47Z6SkpEaPcL988yG2evDYeSxxiIersqK8mopyWUUlQggfjzDE3ZX9wmLv4dN4dF+7dM7OzSuwZf6/wjMmj8J/vp+//v7geWZn9I4W11knesnmpkb4SM6EpLTBbBdSCKHS8orM7LweNhZY1xALU6PImHjso/TMHHe37/e16RnZ+DKZTDLU121b5du1fP5+qDMEdBZx/tLRWmhRFFFNbf34mauwfuPGRnqrFs3qYWupp6ujoabartEdNe9mhXeExpWVVy5d9xv/J815+YXrt+3f+W20q7Q0pXdPu+ULpvvePtVsswJ+zyaLS8uWb9iFd6Kxs7HY87/V7VRhjIK87ITRnP1spaSk2J/toVZ+OwM7D/wB6pfWj5hqlQ4+Z0YNd+dIcXV2VFNRIhKJwwZzTicyeoQH+2pI+Cd8ebB7X3w5L7+Qzx7HjxoqI8PZu8W5lz3HAHfR1VO/T4xTUFTCcxtxnXWilzxiyPfOa94+fhx9+tZt3T984kLTnsOwrhJDB30vnD0EIoReBYXhy+5uTm1r6Wnv8vnrsDME/MjE+WM3dvpy7nHw+L9/z14XXAQvqRlZ+DQXqWlZPVzHDZ+4YLjXQuyf5+TF0+av2/7HUfbma3GZN8sLH7F65vLdUxduNXybK+3zl/jR05Y98H21YNX2uSu28syelpHjNGTqtTs+/128vWH7X+yzgPk8e4NvRiQSjQxavIRnMpkrNuwuLC7FVmVkpC8e38v9X1csFWbH3tUOM3SQKzYdZtu+HXuzZAPblHPtoYPPmf4uvZQUmzU+45FpZPPu02QyafigZrOZ0tje+/L42RssJhUUFs9buY3PHpUU5cdwXVXMmDyK58atpaGmii/fedg0kDomNnHs9GU8txfjWSdiyfNneikrKmDLUV8Tdu47hg1cpNPpew6cxKIsiUTs7dgdIbRgtpeiQlPbuH9Q+LU7j/GS//32YAUhtIZtQoJWae/y+WvXMwR0FR3XRF/f8hyZ/NlamjrYWUXHJmKrhcWleLTD+b99f+byHc+hA84d3SMrqHON8HS0NA7t3bps/e8IIRaL9dufx/8+ft7UyKCyugbrvYUQUpCX3bGB9w+fiZFe/769/IPCEUJXbz++ftfX3NRQTkYmKycfa7bFLOI7Z/vOfcfZ51NjMpnLN+3m2EZWRgabpUTECrPr49jdysKEvSfw3CnNOt+K5du1kw4+ZygU8lD3ft5PXuMpo4Y1PT736N+XTCbhcwkPdO2D/+hjnHvZB3+7ib94/cEL/2BVFaXE5PSWetjhpkwcef/brLcIIRkZ6fGjhvLZXngeA5zxsVW3HzwLDvskJyeblJLR0vZiPOtELFlNVfmf/f/DXxBw+tKdW/efGhvqZecW4OfkH9vXYoMeNdRUD+zahL98Yf22v46cvCwvL8feFX/JvKlt7jjc3uUL1H5nCOgqOnkcvDDIZLL39RP2zV8iwtOL1+/2HGzjbFwtmTxu+H9HduG3EdU1ddGxifiPi7aWxoNrJ9jfxsGOQCBcOrl/8rdR40wmMyklI+prAv5bQyAQlsybumcb7/Z2zJnLd9hXGxtpkdFxHP9C3keKpcIcZk35fhOvrak+dFCzgchi+XbtpOPPGfZWehsrM3xCXAV52YH9en/fbBjnTdXOzSvYW2jz8gtj45MRQr9vWSnbQjsNxsPNiX2e1HEjB3O0IrTZ1nWL2Wc4yMkrTErJUFVRuneF97yqSKxnnYgljxs5+OzR3fj2ldU10bGJ2DkpJSW1a+uq2WyDxKZOHHni4E78OGfnFrBH39WLZ+/d3myCo9Zq7/L5a78zBHQVogZ4eTlhb30UvnWgxe9gSCQSx8vK8NKIRCL+UVxCyjCvBTFxSWM9B30KfFCcElqSGob9K04JjXhzj30ObfzOA98LkUjEZgdrw64xU8aPCH99d8OKefa2ltj/VRUlRZfe9r9tWRHmd7u3Q7NXQnGQk5U5/c/u5/fOzpoy1szUEGtaV1ZU6GVvs3bpnLCXt/7cuR7vTsWzzi21xrNjn31axAqzm+Y1Eh/htnTBNI4hea39dnjbKYlEYp9hmwP73wg/CBiefyOeB61t50wb9o4b4u6q+m0yHI6m0UnjRmAL0tKUUcM5O8b3drB9evfMUI9+CvKyBAJBW0tjmtfIoCdXVy+ZbcM2b7m8nCxHRiKROHX89ymJZk4ejYQmw3ZJwX0ZYWyo9/z+2RFD+yvIyxKJRDNTw3XL5oa9uj2ovzP72ciRsVVnHR5p2P9qLWnt+ew1dnj467vrl/9ia20uIyNNIBB0u2lPnzQq6MnVVYtncWw8fdKosFd3ViycYWFmLCMjTSKRDPW7zZwyxt/n8u9bV7L32Gjbr4fo5bMPseMYcSon+/2s0OCaskmUMwRIBkJjvbAjTTtL/5GzsMvejJg3HJEM8zb0o9ecpttECoWcF/+WexvwU/lJzpn/Lt7GejgaGeh+DLjf5te1AUkFZ8hPrgs00SenZmILcQnJPDdg75Lt5NijI+oEfmw/wzmTX1B09tvjmyW/TIXfbsABzhDQBe7gx89ciT1jVlVWXLpguoebs76utpycHJ1Oz8zJe/oi8MT5m1iPJBKJ5HvrlFOvLvl7DcRIgs+ZyXPXVNXUIhYrITkdG0BvYqQX/Pxmewy1Al0RnCEA1wUCfHZuwdxlWwSOnO6mo3Xi4A722STAT0uCzxkNs2ZdHZUU5R/eOOlgZ9VZ9QE/GjhDAK4LBHiEEJPJDAj+8Dog5EtcclZuQXl5BTaoWkFeVkdbq4et5TCPfuNGDhamPxr4SUjqOWPZ27OsopJCIevqaA3o13v9inmG+t06u1LgBwJnCMB1jQAPAAAAgFbpAp3sAAAAANBaEOABAAAACQQBHgAAAJBAEOCBxKqrb6isrunsWgAAQOcQT4Cn0em3H76evWJ3v1GL+wxfMP6XLUfP3CmtaHX3Pcch89b91uJ81+1q3W/HHIfM4/lRJ9ZKdD9U5UvKKjbtOtF35JJ+oxb7Bb5vj12wf99pS3aMmrmxzTGezykBAAA/PjG8Ta6yumbllsOxiendtNWHebhQyKS4xPQrd5/7vgw+dXCTlbmR6LsAkmH7n2c/fI4b2NdBR0vdwc6ivXfXTUsDIQKZRG7vHQEAwA9IDAF+y57/YhPTV8z3WjBjNP5mkcDgyK37Tq/dcezBhT/l5cX2/lbQpX2MTrCzMjm2b33H7O7s4S0dsyMAAPgBiRrgo+NS3kfGTh47aPHsZi8L9+jfa+UCryOnb/v6BU+f2PQSYiaTec834MGTwPTMPIo0qaetxeK543u2fCcncHvHIfPc3Rynjh1y5PSt1Izcv39fOXSgE0KIRqdfvv3s0fO3BUVlaqpKI9ydlv4ykf093HV11FOXHrx48768qsbMWG/r6tkCv2lSatbefy7HJWUoKcgP83Bes3AKduHi/+7jpl0nls6dsOyXCezbT128Mye/yP/+v7IynDNEYtVeMnv8/mNX45Mz1FWVZ04a/svUkeyfHt3z/T2S6347FhTy+bP/Zfa8fx69kpCSaWqkt3vzImtzw9sP/W94v8wvLDU10l23ZJqbc7O5V1uqPIb/4WrpIAv/x6qro7qNbXpjd2xiOtbu/ereUQ01Fe5yGAzGDW+/R8/eZuYUKsrL9u3dffm8iUYGOm041DyPG89jjoQ4JdpwlFgs1j2fN3d93mRk50tLk10c7TYun6HXTZP7WwMAgNiJ+gw+LOILQmhJ8+iOGec5YN3Saew/Z78fPP/X8Wv11IbxIwe493OMiktesPbP128jWipcmO1zcos27Tqup6s5dfwQHW0NhBCLxdq8+9SpS96qyoqTxw4yMeh2w/vVgnV/1tU3YFnodMbKrYdveL/S7aYxaYyHvKzMqm1H8gtK+XzNqqralVsPE6WIXqM9DPS07j72X77lII1ORwgNcHFQUpB/ERDOvn1aRm5yWvaQAX24ozumsqJmzbZ/dLTURw91ra+nHj1z5+GzID4VYFddVbfh9+NGBjrD3J0zsvM3/Hb88p1npy4/6ONgPWRAn4ys/HU7jianZQtTeWEOF8+DzI3PH4tEIs70GjbTaxhCSEdLHVuWkeYxhRyLxdr259l/Tt+RkpLyGu3e28Ha/93H2St3p6bntPlQ4/gcc4GnRNuO0tlrj/cfv1ZXT50wcuAAl57BH2IWrt9fU1vPv54AACAWot7Bp2XmmxrraWqocn+krCjPfocUEPLpyatQD9deB39fQSaREEIFhaVzV+/dc+iik6Ot8rf3Q7d2+9SM3BN/bXRz+n7D+uJNeGBo5NwpnuuXTcdSLt95duzs3VsP/RbOHIsQevzibVRs8kyvYb+ubHo59LGzdy/fecbna37+kjRv2qi1S6Ziq4f/u3X9/svHz99NHjuIQiEPH+R83zcgMSXLytywqQ4B7xFCY4a5tlRgVGzyif0bsfvsuVM8py397c6jNxNHube0PUfeK//u6G5tih2lDb/9e/bqoxv/7TY10kXfbnN9X4ZsWD5dYOWFOVw8DzIHgX8s7FDf9H5lZWGIH3Zur4I++AW+H+Hhsm/bEuxxT1Rs8qL1+/8+dev037+27VCzH7eWjrnAU6JtR+nmg1f6ulr3zv+BXc28DY/e8/eFL/Fp/frYCawtAACISNQ7+Krq2m5aasJsec/nDZEotX3DL1gAQAjpaKuvXOBVXVvvF8CjQ7WQ2zvYmnMEHp+X75QV5VctnISnzJk8Qk1Z0S+w6db/6eswaQplxbzvGyyZO4H//Z+srPSSud+bhZfP85KRJj99HYqtjhraDyHkF/gB3+D5m3AtDVWnnjYtFWhpZoi3opuZ6PewMUvLyuVTAXb2NmZYdEcIDXDpiRBysLPEojtCaICLA0Iot6BYyMoLPFyI10Hm0No/bksePgsiEYlb1szGO3P0tLM4dWDTvu1LsdU2HGocn2Mu8JRo21Gi0WnKCnLSlKZyBvZ1eHX/GER3AEDHEEMnOyHFJmRYmxtpqCqzJ2I/uLGJ6VPaur2KqiJHxrjETIo0+ejZu+yJUiRiVk4+tpySlm1jYcT+EFpWhmJtYfz5S4svH7M2N2L/uZeTlbY2N8bajRFCPe0s9HW1Xga+X7VwEoFAiE1Mz8krmjdtlJRUi9dPOtrNroqUlRVoNHpLG3NQVlHAl0kkIkJIRvZ73SgUMkKIwWIKWXmBhwvxOsgcWvvHbUlcYqaNpZGqcrPdOTva4sttONQ4Psdc4CnRtqM0epjbfd+AJRsPjBzSz6mntYGeNryTGwDQYUQN8EqK8qmZQt16VtXUqqspcySqqSghhKqqa0Xfnj0jqhiZ+eoAACAASURBVEE3vV+1tEF1bb2SEucTAfYueNy4P1VSkq/+9jCVQCCMHup65uqj2MT07tamL96EI4RG82007sgfev6VF3i4hNHmPxZ3OaoqSnw2aMOhZs/b0kcCT4m2HaXNq2Zpaah6Pw3648glhJC+ruaiWePGew5oVSEAANA2ogZ4U8Nur4I+FJWUaWlwNtRXVtc+ev7W1FB3QF8HhJCSglxZOefUN2UVVQghJa4H8G3YHqcoL2ttYcxniJSivGw51yQ8lZX8pkPh/rSislpRXhZfHTWk75mrj14GvLezMnkZ8MHKzMjcRJ9Pga3CYrFEyc6/8gIPlzDa/MfiLof7T8OhPQ61wFOibUeJTCItnj1u8exx2bmFEZ/j7/j47/r7gqwMZbiHi4gVBgAAgUR9Bt/XqTtC6Nx1X+6PfF68O3rmTm5+08NgO2uT+OSMkvJK9m1CP3xBCNlaGnNnb+32OCtzo4TkDGpDA3tieWU1vmxpZhifnFXJdmdZW0uNT8nkU2ZCSlZdHRVfra6pi0/ONDc1wFMM9XUcbM39332MT84sLi0fM8KNT2n8kcmkyopmIbmgkF8Pf4H4V17g4RJGm/9YHGytjOOTMiuqmn39wODIlG8PFJBYDzVO4CnRtqNUW0utrqlDCBnoaXuN8fjv4K8IoTfvIkWvMAAACCRqgHewNXfpZXffN+DcdR8Gg4GnBwZHnrzora2lNm5EfyxlyrjBDAZz/9Gr+ACtgsLSk5e8FeVlRwzuy11ya7fHjR85oLq2/vi5e/iN75f41KGT1/5x5DK2OnJIXzqdfuzsHXyDk5fuNzbS+JTZ0Nh48tIDbJnFYh07d5dGo48Y1Ow+bNTQfvmFpXcevZaSkvIc5MynNP5MDfVi4lPxZ+TvwqOTUrP5Z+GPf+UFHi5htPmPxWHiKHc6g/H3yRtMZlMfgpi41F/3nDx44gb7ZuI61DiBp0QbjlJyWvaA8csPnbqJp2CXKYqK/B4GAQCAuIjaRE8gEA78tnzllsOnLnk/fBbk1NOGTCZ9iU9LSs1SU1Y8+scaObmmjkuD3HqPHdHf92XwpAXbnR1t6uqpb8Oi6qmNB3Yu5x4j14btcaOG9PN/++nWw9cRUQmOPSzLK6qDwj6TSSRsVBhCaLznwCd+oQ+fvU1KybK1Nk1IzsjNK3awNY+OS2mpTGdH27fh0V/iU60tjOMS0mKTMuysTLxGDWTfZvggl79P3XryKrRfHzueU7gIaco4j73/XJm/dt/gAX1q66iR0Qn2tmYxcaltLpB/5QUeLmG0+Y/FYZi7c0DI52evw5JSsx17WJaWVb4Ni5KRoWxe1WxknbgONU7gKdGGo2RhatC3t63Py+DU9Bw7G7OS0oq34dGystIzJgwVvcIAACCQGF42o6yocOn49i2rZqupKPkFvn/0/G09tWHOZM87F/Zamxuzb7n714Xb1/0iI015/PxdUNhnB1vzC0f/x3NatLZt3/SVpKT+/n3l+mXTGAzGgyeBoR9j+vXpfuXf7TYWTbPik0jEk39tnDFxaEFRmffTQCaTdeLAJv4dxWXlpE/9tZFEIj14EphbUDJ57KBTB38lk5tNcq6ipNDf2Z7JZI4ZLlKjsddoj3VLp8nIyDx5FVJQVHrsz/Wqqvz6nQnEv/ICD5eQ2vbH4kAgEPZuXbxxxUwGk/ngSeCn6IQhA/vc/G83x1N2cR1qnMBTom1H6dCuNXOneJZUVN3zeRPxOW6Ai/21f3eaGuuJpc4AAMAfobG+1e98Ay1ZvvlgTHzq63s8pqcF4gWHGgAA+IP3wYtNdm7hh88JwwY6Q8hpb3CoAQBAoI6b6EaChX/66hf4ITTiq5SU1C/TRgrOANoKDjUAAAgJArwYVNfUEQhS40cMGObhZGKo29nVkWRwqAEAQEjwDB4AAACQQPAMHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBApM6uQJcUFZtWXlnj3re7lNRPd4VUXlk9ef62iupa32sHdXU0Onjv/11+eP6GL3vKpDHu29b+0sHVKCopO3r2buj7L/UNDWZGevNmjBru4dKRFSivrD558f7b0OjyymodLbUxI/ovmD6KTCZ3ZB0AAD+4nzHAh0cmvg6OysorYrKQjqaqax+b4f17kkhE/rnmbTyKENq2coqlqd6le6+rauptLQy0NVWF329SWu6fJ+8hhC4fXidK/TvXoVM3u+lolFVWd8res/MKzU301iyaiqfotOZPIBaV1TXz1uyTl5Ndt2yaiqJCcETMlj/+q6mp9xrj0TEVYDCYy379u6y8cv6MMXraGvEpmZduPs3OKdz7vyUdUwEAQJfw0wX4aw/f+AfHEAjI0kSPRJJKTMu76/suLilzw6IJwt+O798yj0anKSvKt2tVxSs8OuXWk/dZeaXdtFUmDHEc7tajLYV8+hoZk7Rh2bTNe061rRplH54WhzxsKM6T0THWGTZHyaZfq7IXFZebGeu5Obel8rgvwdEf/N6XF5Sp62q4je1v2du6VdnPX/clkUhXju+Qk5NBCHn078Vksa7df9mqAF9aUnX7clD8l2yKNNmhl8mUOQPk5KWFzJucnpWUmnX+n6297a0RQu5ujooKcodO3fzfmrny8jKt+i4AAAn2cwX4jNwi/+AYIlHq16Ve1mb6CKH8orI/jt3+mpj1LiLO3aW7kOXIyVIQorRnTZthMpkiPgv499rrkzdfY8vxaXlvwuImj3Dau25SqwqppzbuO3pl3ZIpFEobv3vK6Q0lwQ+w5brM2LIPTw2mbNIbv1r4EnILShzsLBBCjY00CqUtLdJ3j9wKexrSVFpqTsy7qOGzPUfOHyNkdhaL9fRV6LJfJsjJybBYLBqNTqGQf9swv1V1SIrP3bT8fG01FVuN/pT28mnkv5eWqWsoCZWfQEAIKcjJ4QkK8rIEAqFVdQAASLyfK8DHJmYihAa6dMeiO0Kom5aa10jX+JScuvqGa94B/iHRdhaGvy7zwj49etEnKjbNvW/3+VOGspfD3lyPLS+fM/JNSExyRp6Whsq8yUPw8gPDvjx9E1FaUW2ir+3Rj/O+Mzkjz/t5WGpmHgsRTA20xw1zsbM0ZN/FvMlDnr6JKC6rwlr1yyqqbvsExyZm1jU0qCgpDnS2HTfMhUgUEPvTc4pP33nDkXj/ZcS4IY7OPUyFP3pnrz5SV1Ee7uHyNjxa+Fy4yq/BeHRHCCECQgjleB/T6DdeWstQmBLodEZRSfmX+FTP6RsKi8u0NdWWz5s43nOA8HVI+5KCR3fc61uveg9x0jLUFqaE7NzC8spqMxO9P45cfv4mrL6+wdRYb82Cye5ujsJX498Dj/HojinMK79y2n/DjonCZLc0MbAyM9pz+OL/1v1ioKv5JS7txMUHo4e5wu07AIDdz9VHrLisCiHU3bJZOBnav+fqeWNGevQe6GKHEIpLya6urUcI1dZTvyRkIITc+wpuEL7j+45CISnKyxYUlZ+6+oxGoyOEwiITLt/3Ly6rMjHQliJKXX8YwJ4lOSPvr5P341OyjfS0zAx1EtNyD519GJuUxb7NLZ8gFSX5nrYm2Orxi08+RCcRiVIONiaNjY2PX733ef1eYN1CPyczGEzu9JBPyQLzfq9tWvb1B36/rprV5jvFypgg7kQWg1YZyxlxW1JTV29tbkihkDYsm3bqwK99HKx3/X3B10/Y7AihhIgE7kQmg5H4iUc6TwXFZQih3YcuVdfU7d++/OietXra6ut+OxYQ8knIEmqrqfFfc7jTP4QmCVmClJTUiQMbqmvr56zY7TFh1eptR7TVVdYtnSZkdgDAT+LnuoNvaKQhhOTleN/oGOlpGepqZeUVfYpJ8ejX42NMCoPB1NNRNzUQfG/n6d5n+MCeuQWl2/++VlVTl1tYZqyv9TwgEiHU38l20fThCKHL9/wDw7/gWbyfhTKYzDFDnCaPckMIPfYLf/gy/LFfuB3b9Yene++Jnt+fUucUliKE5kwa5ORgmVdYmpCSY2rUTWDdqA10nul11AaBeTFMJnPP4Uueg5ztrEyEzMKN0Ujlnd5QJ2QJKkoKN/7bha/262NXXVt3+srDscPdhCyB1sJXbhD6UDQ00BBCve2tft+0AEsZ6Npz5dZD/5y5O8ittzAlUBsaWSwWj5Lrha0DQujA8eu5+cVzJnv27dOdzmA89w/z+uV//+7fYG9rJnwhAADJ9nPdwUuTyQih2jrekQYhNNDZDiEUEZ2MEHr/OREh5CHE7TtCyEhfEyGkq62GrTY20hBCuYUlCCEnB0ss0bF7sx/flMx8hNAT/4h5G4/O23j04ctwhFB6diH7NjYWBuyrA5ztEEJnb77869T9d+9jNdSUjfQ0BdbNwoj3BYqlseCLA8zdx2+S03IWzRpXV0etq6M2NjYihOrqqdjXFJKcviXvdAMr4QvhMMLDJa+gpKpW2EsEHRNdnundTPSELEFWVhohNHX8EDyFQCCMGzEgO7ewukaoaqiqKaqqKnCnm1oI++coLC59/TZiw7LpG5ZPd3XqPrCvw/7ty4YM7L3jr7M8Lx0AAD+nnyvAa6orIYTiU7LZE1+/iz52yefpmwiEkEsvSxKJGJeSXVRSEZ+STSIRXfsI1cUaa7ZuVfM19ktsYdytdw9z/J+9TbNbZKnmBf4yafDmZV6e7r3JZKJ/aPSR84/O3XopcEduvS26W3AGMH0dtdEePYWsqq9fcENj44R5W93GLnMbuwzrQj9l0Y7D/90SsgSEkIabF0WdM74qWvRWtnUVsoTaWmpKeg6N9v2qQopIQAgRkLCH3XFQH/Vu6hyJBhYGNs42QpZgbMgjDNPoDIQQkShgpCVGSoowbb47d/qMBR5C1iG/qAwhNMDFnj3Rzdk+O7ewtKJKyEIAABLv5wrwdlZGCKHA8K9J6XlYSn5R2YMXIZ+/pmFj3hTlZXvZmbFYLO8XYSwW6tPDXF627R2XDLppIIQ+RCViqxHRzR6yYi3/xgZaq+eNWT1vzLhhTn16mI8b5txSabX1DT6v34dHJnoO6r1x8cQlMz0RQu+jBD+4JUpJnflj/mgPB/z6w93J6vL+xXIywvZC/23j/ItHt+H/1iyeghA6+NuKOZM9hSwBIUSUlbfbdlvFfmDTOoGg0d/LcuN5RBD2JMzIyZ+yaEdQWBSe4hfwQV9XS1FeVsgSKDLkFYfW2vW1+1YFQq/BvRfvXy78IAUNVeWedhY3vf3wFBqdft/3jYWpgZyssOPcJs90W7lprIJC06mlpaO85/CcPn0thMyuqaqCEIqOTWFPjPqaLCsr3bWGbgIA2tXP9QzeWE9rSH97/+CY/SfvWprokcnEhNRcOp3Ru4e5W5+me7gBLnYfopPeRyUihAb2FXbgHE+e7r1P33ge8jG+oLhcikAoKK5g/3SiZ7+/z3i/ehednJ6vqCCbkJpLo9FHevQ20tPiWZoMhRzyMb6wuOJrUqaRvlZqej5CyMZcX5iaqCsrHN4y4/eVE7MLSvW0VVUU5QTnYWNlbsS+WlVThxCyszJt7Ux20tpG1puv0WrKGkvypLWMSHKKrcpua2ns2MNyz6GL+YWl+rqar4IiAkIiD+1a1apC1HTUFu1bXltVW1ZYptFNQ1ZB2IsD3MYVMxas+7O2tn7U0H7UhsZ7Pm/iEjNOHtgofAkEAsFrhuu4KS45mSUUCklHT01KqhVtP3q6miOH9P3jn8upGbk97SxoDPq79zG+L4M3Lp9BJv1c/6MBAHz8dD8HcyYOtjDSex0clZ5dwGCyummpefTtPtj1+92tnYWhqrJieWW1loayjZlQ4bMlfXtZURsaff0/pGcXmhnqLJo+/J8Lj/FPbcwNtiyf/NgvPDUrPzOXoaOpOqif/dD+Di2VRiRKbVnmdds3JDYhIyo2TVlRYWh/h4mewrZvI4SUFGTszIV92Nx+yApqZAW1NmQkEAjH9q47fv7ehRu+1bX1FiYGR/esbdX4NJy8kry8Uhtvdrtbm148tv3Uxfs79p9jIZaDrfnZI1scu/PuYcAHiUQ0NhNqbB63PZsXW1sY+b4MufHAj0gkWpkbHPxtxTD3Fpt/AAA/IUJjPTy047Trn5sZOUWTRrqOHQq/mAAAALqkn+4Onr9rD99k5RRn5BTJy0pzz0sDAAAAdBUQ4L9jMJjKivJWptJODlZ97M2E77oFAAAA/GigiR4AAACQQD/XMDkAAADgJwEBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOABAAAACQQBHgAAAJBAEOB/LLmFFaWVdZ1dCwAAAF0eqbMrAJr8c+nFRe93NDoDISQrQ/l14aiZY/p2dqUAAAB0VRDgfwi7Tjy8/fQ9vlpPbdxz8rGUFGH6KJdOrBUAAICuC5rofwj3X0RwpbGOXnnRCVUBAAAgESDAd76s/FI6g8mdXlld3/GVAQAAIBkgwHc+MonI+wMCoWMrAgAAQHJAgO983TRVpKXJ3Ona6sodXxkAAACSAQL8D2HjfE+OFAKB8Oe6SZ1SGQAAABKA0Fhf1dl1AAgh9CY8bte/j0oraxAi6OuoHt48vbulfmdXCgAAQFcFAR4AAACQQNBEDwAAAEggCPAAAACABIIADwAAAEggmKr2B1JdS03KKCCTieaGOnIyPAbOAQAAAEKCAP9DYDJZZ+4EnL0TUN9AQwipKMhtXDhyiqdTZ9cLAABAVwW96H8Ip+8EHL38kiPxn20zRw6w75T6AAAA6Oq6wDP48spqjwkrHYfMyysoYU9PTMla9uvfzp6L+o9dtnnPqaKSss6qoYiYTNbVh8Hc6ZcfvOv4ygAAAJAMXSDAHzp1U19XiyMxM7tgwfp9VGrD3q2LN6+clZCSuXD9/tpaaqfUUETl1bVllbXc6SnZRR1fGQAAAJLhRw/w4Z++RsYk/TJtJEf6iYsP1FSUzxzaPNzDZZzngHOHt5SWVd7w5mzl7hLkZKSleL1XRkFOpuMrAwAAQDKIOcCzWKzqOmptHZXFEkNp9dTGfUevrFsyhUKhsKdTGxoCQz9PHjtIWropXVtTbchAp1dB3G9V7wJkpcl9e5ojhFDzgzbIxaZT6gMAAEACiCHANzbSbj4KPHLuIUKooYG+eufplTtPL99+8sp9/7r6BlFKPnv1kbqK8nAPF4709KwCOp1ub2PGnmhvY5aakUuj00XZY2fZsXycpqoiYruNNzPUWjt3WOfVCAAAQNcm6jA5Op3x9xnvtKzCscOc8cQJI/rS6Qz/kOjkjPwdq6fJ8HoXqkDJadnXH/hdPr6dwNV8XVZehRDSUGv2NlUNdWUWi1VZVaOhpoInPnwRRmcw8NUeFrra6rJtqEx7U5VDNw7Muvsi6mtKPplM7GWtP2mYPaJVlZfCGAcAAPi5KKtqS0mJ4fZb1AD/OiQ6I7d468rJFsa6eKKtuYGlqd4AJ7tdR2++CPw0YUTf1hbLZDL3HL7kOcjZzspElOrVUak0OhNfpTNoTAaFz/adSF6aNH98H/YUJtulCQAAANAqogb44Ii4wf16sEd3nLamylC3nu+jktoQ4B8+C0pOy9m7dUldHRUh1NjYiBCqq6c2NDRKS1NUlBUQQiXllQZ62niWktJKhJCyojx7ObMmDGrtrgEAAAAJIGqAzy8qm8gWv0kkqbFDnNVUFLFVEwPtZwEf21DsizfvGxobJ8zbyp44ZdGOAS72x//cYGasSyKRYuJSHbtb4p/GxKeaGOmSyTDDKwAAACBygCdKERhsLckkEnHSKFd8lUankUhteZCwZeWs6rp6fDUqNvn4uXsHf1thZqSHEJKRlnZz6XHfN2Da+MEy0tIIocLiMv+3EXOmcI6mAwAAAH5OogZ4/W4aMQmZzj2teH4aFZdhqKvZhmLNzQzYV6tq6hBCdlamujoaWMqaBZNnr9y9bNPfsyYPr6tvOH/DV1lJcdbkEW3YFwAAACB5RO2nN6iffcjHuM+xadwfffqSEhaZ4NGvh4i7QAjJyUqbGOmyNwaYGutdP/m7kYHOuRu+dx/7D+hrf/Xkb0oKcqLvCwAAAJAAor5shsVinb7x/ENUkmtvG2cHS20NFYRQYUnF+6ik0E/xfR2tls7y5B7nBgAAAIB2JYa3yTGZrDchMU8DIsora/BEVWWF0YOcBrvZS0lBdAcAAAA6mtheF8tisQqKy0vKqxFCGqqKOpqqcOPOU2VNfXFplaGuOoUsagcIAAAAoCXiCfBMJrOqpl5eVpoMQatlGbkle04+Dv2cjBAiEqVmjum7/hdPOdkfdOIdAAAAXZoYAvzTNxFP/SPqqI1EolR/J9tZEzzg3pRbeVXt2KX/lFTUsCcO7mt76ve5nVUlAAAAEkzUSPzuQ+y9pyFD+tvbmhvmF5X7+r8nIMK8KUPEUjlJcvf5h5KKGsRC7G+UeRMel5CWb23arfPqBQAAQDKJPBd9cNQAZ7s5Ewdjq8qKcpfv+U8fO1BGBmaUayYxvQChZtH9WzoEeAAAAOIn6jj43MKyHlaG+Gp3ayMGk1lQUi5isZKnpVfqSVPgcQYAAADxEzXA0+kMbLJYjCxFGiHU2EgTsVjJ49LDlDtRSorQh1c6AAAAICIxvHEWCOPjVx6T/TGZrKIyeOM7AAAA8RND+3BVTV3JtyhFbWhECFVW15awxS0NNSXR99LVhcek80x//Oqj7dJxHVwZAAAAEk8MAf78bT+OlJNXn7GvXj68TvS9dHUMJoNnOrWB2cE1AQAA8DMQNcCvXQB3n0KxMNLJK6zgTh/kYsmdCAAAAIhI1ADvaAd9xITS3Vw/6EMCd3oPa+MOrwsAAADJB53sOsirkK8802/6hnZwTQAAAPwMRL2DL6uoFriNmoqiiHuRANW19TzTC4p5tNsDAAAAIhI1wG/444LAbaCTHUJIS0M5v6SSO93aXLfjKwMAAEDiiaEXPVFKytpcz9HOTF0VhsO1aNoo5+iELI5EAgFNGeHUKfUBAAAg2UQN8Pu3zA39mBAaGX/9YaCJvla/3rYuvSyVFeTEUjlJkpVbyp3IYqG4lLxetkYdXx8AAACSTdQA301LbdIoV6+R/RLTckM/JTx8GXrLJ8je2si1j42jnZkEvzeWwWBSG2jyctKCN0UIIZSZ9y3AN3+hXGZuCQR4AAAAYieeAEwgEKzN9K3N9GdP9IiOSwv5GH/2xksKhehkb+nax8baTF8se/lBZOSW/HX2SUhkCo1O19dRXTFjyMRhvQkErvfENaes9K1Vo/mGKorQ2gEAAED8CI317TIXem19g49f+OuQaAaDKUmd7HIKyietPl5Z06xL/Pp5I5ZOG8Q/o39Y3Mo9VzkSKWRS2O2dwjcDAAAAAEIScxM6i8VKTs8L+RT/KSalpo5qZarX38lWvLvoXBceBHFEd4TQ6Vtv5k7oL9vCC2ExOYU8XqHb2EgvLq+GAA8AAEDsxBbgi0srQz7Fh36KLyqpVFdVHNq/p1sfG011ZXGV/4P4kpjNnVjfQEvOLLC3NGhtRkRAMYnZxnoa4qoeAAAAgBE1wNfVN0bEJIV+jE9My5WmkHr3sJg/ZaiVqb6UlIBn0l0UiUjkmU6UEjAnIJHI+4AIzPgDYrFYz9/GPA2KKS6tMtJTnzPBjf/FDQAAgI4n8stmdp+l0+kWxrrTxw20tzaikMmIa3o7SXpdrKWZXhTXcHYymWxprM0/o1MP08f+nzkSiUSp3nZdrAs9i8XasP/W83cx2GpMUrZvQNSOZeNmj3ft3IoBAABgJ2qAp9HoCKGk9Lyk9LzbPry3kaROdiGfErkTaTQ6iymgxWL8EMc7z95/ScphT1w82V1HU0Wc9Wt/AeHxeHTH/X3x+YiBPTRVYU5iAAD4UcDrYluH99TxLNatJ+G/eLnxyUgmka4eXHrhXtDzd1+KSytNDbR+8eo/coB9e1W03bz9lMSd2NBI+xCdNtrDoePrAwAAgCd4XWzrMJksHqkEVFpRIzCvrDR51eyhq2YPbcN+K2rqXgXH5hWWd9NSGd6/eweMnq+sq5u2+r+84nIyWWqEq8OfGydh6fXUBp7b19bzTgcAANApJHamuXYiJ0OurW/kTvd079F+Ow0Ij//fkXsV1XXY6pGLL/ZtmDSkn1377fHM3cCjl15g1zKNNOT9OsI34FPkw91kMtnciHdvA0sTnfarDwAAgNbqel24O9eyGYO5E1WU5W3N2uulcEVlVRsP3MSjO0KooqZu04HbRWXtMkMRBo/uOBqDOXTB3wghB0u2eQm/bUQmkSyNIcADAMAP5Ie+g2cwGNcf+D14EpibX6yqpDBisMuqhVNkZSjYp4kpWf+cuRP5JZFCJrk62W9aMV1LQ629q7R4ikd+YcWtp+9Z34Kbjrryk9Pt2IvwdWhsHZXGkVjfQPMLjp09rl977PH8gwBezyFQUUkVQigogu0ZPKFpan0anf4+Om2Qi3V71AcAAEAb/NAB/vB/t+75BMyePKKnnUVmXsHZq48Li8sP7VqFEMrMLliwfp+FscHerYup1MbzN58sXL//9uk/5OVl2rtWv62asHXJ2NdhXzLzS8cO7qOv1YrJfJhMVk5BWWFZlbGehpB9zotLq3mmF/J6u7xYvI/O4JmORX3OloNvoweKSturPgAAANrgxw3wDAbD52Xw8vkTF8wYdaqqrgAAIABJREFUg6VQSOQDJ65X1dQpKciduPhATUX5zKHN0tIUhJBLb7uJ87be8H65ZM74DqgbhUIc5d6ztbliU3J3Hn0Ql5qHECIQCKPdHXasGCewu5y2Bu9ZBHQ022t2gf6Olu8ieIwGbKpPC7MTdrnxfgAAINnE9gw+KPwLlaslWRREIjHY9zQe3RFC8nJNd+fUhobA0M+Txw7CojtCSFtTbchAp1dBEWKsgHgVlVXN33oOi+4IIRaL9SQwau2+GywWz+bw79xdrLlfVUcgENydbdqlogj9MtGN8513CCGE1JTlEELjBjsSiZynTTdNlb4OP9d4CgAA+MGJLcBfuue/dveZC3deJaXliqtMDI1Gq6qpC4n4cuLigxEeLkoKculZBXQ63d7GjH0zexuz1IxcGp0u3r2Ly93nH6pqqRyJ76NTY1Py+GeM/JrJfRHAYrE+x2WKs35ssgvKvnefY4NdTlma6OxbN4n9BTn6Omr/7pwjTeH3rh0AAAAdTGxN9Ae2/hIWmRgaGf/uQ6yOpupAFzvX3jYqSvKil3z2ms/5G74IITfnHn9sXYQQKiuvQghpqDVrK9ZQV2axWJVVNRpq39uK/zx5r7Hxe7vCcDdrYx0F0avUBl8T0nimf4yMUpOu5ZMx6ms8r2TW5y/xvc3aZTT8q7AkhJp6z7ErLa/Oy0pCCDlbKl7Z7RX+Jbu0os5AR9nV3pBCrsU+AgAAICJtfTOiFO/3nrSK2AK8tqbqhBF9xw93Sc7ID/sU/9Q/4t7TkJ52JgOd7OxtTLgbdYXnNdrduZdtRGT8hVtPLtx8uuyXCcLn9XR3ZDCY+Kq+jqqyAqXNNcGUVtadvBkYGpVWXUO1MNZaMrm/q6Pg1mlVFd5d6jQ0NVXU+c1jr67Gc2gAQU1VhX9GhBCTydx/3u9p4BdqI51ElLIy1T68ebKWqoBLHN1uVQjxaKQnk4jYHhvL8vNPL+5eUYQQCxEI1TE9zdafQ0RRD6zEqCgq97v2KjU6ldZI0zXVHTZ7mJFtF3vjAACgE0lxPZZtG0JjfbsMp25opD95/eF50Cc6naGkIDd0gMPoQU6ihHmE0LGzd+/4+Ac9OpmUmj17xe6Lx7Y5drfEP73n8+bPY1c/vDhHJrdjW3FxefWk1Sc4eozvWTNx6kgX/hnvPXu/89+HHIkEhMLu/aaiwO9GPDmjYOzyo9zpj0+ttTLpxn+nU9ae4Jj9XoZCentju5KCLJ9cTCbTbswOFovJke7Uw+TawaWMmvKI5b0Ri8H+EUlJrc8pzlfp/JxKcov/WfF3XU0de+L83Yvs+7e6VyYAAIhCzBPdsFispPS8K/f9N+w59+TNBzsLg6WzPD369Xge8PHek+BWFVVbR01MyaQ2fJ8AtYetWX19Q2VVjZmxLolEiolLZd8+Jj7VxEi3XaM7Qujivbfc48EOXXjeSBPw7P/M3UDuRBZCL9995Z9x5ob/eKbP2Hiaf8bohEyO6I4QojbSd594xD8jg8mUpvBoHTI11EIIJR5ZzBHdEUL0qrLi4Pv8i/1JvLz2nCO6I4QenfIW2JsSAADES2xN9AVF5aGRCaGf4kvKqrQ0lD0H9e7fx0ZVualdWltD5aFf2PTxA4UvMDu3YMayXbt/XTjOcwCW8iUuVU5OWllJgUwiubn0uO8bMG38YBlpaYRQYXGZ/9uIOVNGiuvrtCQyLoM7saqWmpxZaGeuxydjQQnvlpKbPmHTRjrzyVjDa2ZchFCdoLnfnwVF80z/nCCgd15KZiGVSuNuov+amIMQqs1K4JmrOOiuZv/J/Ev+GaR9SeVOLC8sqyyuUNFS7fj6AAB+WmIL8FsPXJGmkJwcLAfOsLMw0eUY2aWno26kq9WqAq3MjXrbWx08eaO0osrUQPdTTOL1By9XLZxEJpEQQmsWTJ69cveyTX/Pmjy8rr7h/A1fZSXFWZNHiOvrtITZwn0Yg8nZoM2lhYxcd8OcCCzeWQU9o2G0UDBX0zsnnu/TQfh3J7TwMUPgEehiaI20MN+Q9Lh0AoFg2sO03yhXIlnw/5eW7tSZgs8QAeprqMGPA3OScqTlpC17WfUe4kSQEs+DOgCARBJbgJ8/ZYhLT2sZGd4t5Mb6WqvnjeH5UUsIBMLJvza+DY+KT8wIj/yqrKxw/sjWXvZW2KemxnoPL+33fxf5+WsSUYo4f/roIe59lPg+zBYLBxtD7nZvOVmKpZGAmdg1VBQKSrlu4llo0jAn/hkpFOmGBh4369LSAh5GjBjQ/bpPKPd1QHcLfi0NCCFzQy15eenaOs6dOtoYIYRkupnVpvFoG1B3nci/2K6lorj85KbjJTnF2OrngI8hPu9WHF6j2EJnSZy+pVF5YRlHooKKgqqWSPMo56XmnN5yqrq86RSK8Hv//nnY4j9XUFr4HwcAAMSdO/4nloKM9bVJJGJdfUN1bX09tZH9n6yMtOD8vJBIRDNjPZfedv1dHPo42HTT1mD/VEFeroetmZuzvatTDxtLYxlKR/TitjTSfuz/mdrQbEqfDQs8nbqb8M/o5mRzyzeUI5FMIZ79Yz7/jPIyxHefkrnTN/0y3NHWmE9GPW3VF8FfyiqbjcEjk4iX9y+Wk+V3rEhEojSFHNz8ve8qinIHfp2mKC9DklEsi3jGlYlgvvyIFKXd5wnuMLcP3Uxv3theU1FTV13X3dWef8bkyMSc5GyORBUNlQFeHqLU59z208W5RewpZYVlJArJ3MFClGIBABJMbHfwlTV1p689j0/h/GlDCF0+3I7vYulgOpoq946tPHDuWcjnJCqVZmKguXLmkFHuDgIzWhhoXNg3f9nv1/CpeLTUFZ+d3igw492XH3mm338ZOX+yB/+83sdXb/r7zpuwWDqDSSAQTPU1/t05V13QMDmE0LyJ/bXVFU/c8E/PLpaRJrn1stq8aJSulgpCqDr5A68crKrYUDXnUQJL7hJYTFZs2Bfu9C/B0dM3zeKfNz2Wx4QHxbnFNVU1CkptnIOhsqQiOymLOz02JGbEnHbvdwIA6KLEFuDv+r6LT8nubmVYWFKpraE81K1nfEp2eFTSnIke4trFD0JfR+3fnbNZLFYjjd6q6dvcell98d2LEErPLzHppiFwe0xNLc/OdKyaes558bhRKKQjW2ZceRz8KTbDWE99xuh+BjrCNhSPHOgQn1IQQklSU5KfNqqPQbemjPQa3i+VoddUCFlyx8tMyMhNzpaRlzPtYaqiKbinG62BRuc1LKK+tp7FZPF/8l1fU8+dyGKxqFX1bQ7wPMtECNVWc3bXBwAAnNgCfEx8xrhhLl6e/YIj4gJCY3ramfa0M6U20qLi0vvYS2ArIoFAaPPkrMJHd4SQUTfNgmLumEow7KYuMG9IZPLK3Vep3+byu/QgeM4Et21LBHeGiEnMmrXxDO1bP713kUlmRtpPT69HCMl04/0wQkb3R5yLvq667sb+K3HvY7FVMoU8fO7IoTOG889FkaUoqytXco2H1NDTEtivTUNPo7KE81qHLE1W1mr7y3hUtdVIJCKdztltUtuwdR1XAQA/FbGNg6+po5roayGEtNSVi7+9UdTe2vjTFx7Pj4HwVszy4Jm+fPog/hkbG+nLd12hss3Uy2Kxrj4Mfh0qYOQ9Qmj2r2dpzXvhp2YWrtt/AyH0AVlRWZzXhRl0NaZue738RhS3D93AoztCiNZIe3reJ/qt4Dl5NA14xE5hAmo3Y13uRHUddbIIc/VLy0qr8Oqjp2tq0OYyAQAST2wBXkNVMTOvGCGko6VaVVNXXVuPEKLRGI00QcPAAF/efp8R4jHI7qF/JP+Md15+4Dn9zulbgfwzhn5O5pnxTVg8Quj4g6gj1R75jO+dyb/SdI5VDzh48RX/YjteTVXN19AY7vTwZ5y9HbkVpOVzJ+alCngzEEKIu4cdQqg4r6SxhfkMhFFfU1/G1TMfIZSV2F4vHAIASACxNdH3dbR++uajtZm+tZm+prryo5fhg13tX737bGogYL70n01dfWNJebWulgqJJNS7BHIKSjmTWAgRUFY+j198dikZBTzTC8t5P0THhUfzmKoFIUSjMxBCVbX1BTTNnRWjDEgVqlJ1BQylPIYSQiglo5B/sUKK+xBXll/Wf3z/1mZM/BSf8iV90FQPObmm0ZIVheUsXoP6S/O5DmlzDfUNNVU13OnlRWUCn8HzjMQMGr2ytEJTv6kBgN7YmBGXqamnqawpVLt9RXE5k9e0BqX5JcJkx2APDpQ12v6kAPz4mAxmYUGFopKcguIPMaSFTmcU5VeoqivKysG7KjqB2AL82KFO2QUlDAYDIeQ1ot+Zmy/8Q6JlpMmblniJaxddXU5B2d7/fIIiElksFoVMmjPOddWcYbKChrNrqCgg1HxaGwJCCGmqKfHPqKPJuz+diqKA2QKsTXgPlCdKERBCsjKUOmojHUml09XS0fdd6AoXq/i4sOO/r2FxWGPFg+N31HU1dlz7XZiMN/+6EvHqI5bR/9ozsjR529VdyhrKiiq8O7Upqgo4dBQZirSsdAPXXIEKyooCn8ErqihWcT28J0gR5FUUEELUOur57adTv6RgTTJyinIzt8y169edf5kKqooEAoF7Ch1FVQGD8jExwVGP//MuKyhDCKnpqI1f7gUT40ue/7d3n3FNXW0AwJ+bTQKEvffeCg4U3HsPnK2te9RqW6tW7dvaoW1f29rla622zlato+6BiFVU3IriQgEBGbI3JCHrvh+iMSSXBAmaEJ//jw/kJPfk3BDy5J7xHJlMvuevczs3JwnqGwAgNMLz/WUj/AIpBoxeDZFQsm1D4oHdlyRiKUEQ0d0C5y0e7uKmVzYI9KJarYuexWIumD4ixN8DALp2CFq1dMqi2aO//2S6n5eODVFeE1V1gjcXrU+6+kDxMS2WSDftO7fku906D5w0LIayfMIgbQluAeCNodGE4rtA47jQPzZc+4FDeoYTVHny/DydACA20o/yqMXT9Vqv9efKjXcv3VNpK1n+pPSLN5brPPDY1uPXEq8pDyQBxA2SFW8sBwC+vbUZj+I6xsHdXnudBEG07xWlWR7Zh6JQjWcoxSREBzcHrjkXAH6Ys+rR7UzlWQpqBZuWb8jPUk+dpMbCysKMKomTsktAi9SzKVs+36iI7gBQUVSx5fONt5Nv6TwQtS3rfz628X8JgmeLbu7dfvzhrN+f5OnorHp5vv50156/zkvEUgAgSfLy+Qcfzvq9tpZ6PQh6SVotwJ+5eLuyulaZodbJwTo80NOCp23XstfK3virJRU1arE28eLd9GzqjnSlH7aeoCz/ZUeC9gNT7mU/veZrHKxT03QM3NYLGugMigAf4OUMABcu39O8CwDWbz6qvVrtbp2jCDnVJVVSkY5dfP7dQfH6yOXyq6eu1FULhAKKxYQPU3RvXT9izmivkEah2j8ycPDU4ToPrKLqoq+pqJHLZFl3MsueqHeqkyS5/5e92usUCUSaG9gAQMYt3SeSsJ3i9Un4k/pNhdqommrBod2X1QoF9Q3/7LxgkPY8Si+8mHRfrbCspPr4gWsGac9rq9W66LftO71tH7i72LcL9moX4u3r4USjtfJWdW3aA8WkLY24mZb1JMBbW5rbrLxSyvIcXd/Nz9/IoMxX/6iJCp8/Y36pVEqROD095wkAVAslmncBwOXbek34aiKDO3kj6Xr0oC7aDmwix/vF/efYTCZlGv9ajS50TVwL7vu/LLydfOtxWg4BhE+4b0jXMKIZmzQ/yaKYiCesE1YWV6Zdof5uVJpfQlmu9Cg1E0hSMfdCVV1lrfYD5TJZUTbFbMHC7AK5TEajN2sWCDJ+2ZlFMqrNIDIeFLz6xgDAo3SKdx0AZD7QPU0VtaJWC/BrvpydlpF752HuhetpR/+9Zs7lhAV5RoZ4hwV58cyMYrqHYbGa2KeExdLxJ6DTqYMKXddgsBmHumYmQ8cXL3YTTVWU02mElGrmGktXtTqQBOV+PBa6phoAUB/I4rFZXOo3XjP3aCFoRLseke16RDbnwUqMJv6gDBaDyaFuD11XoDUz5wBQfDvU+R2aIGg0Bl2msSaCTqcT+P37ZSJJMvHYzYTDNwoLK13dbIfFderZX0eSY32wmpjKw9JjcaY+mvpYY7FbLeKg5mi1f3JLc250ZNDMiQN++mzmf5dMHjM4hiTJjbtPzV++obWeok3r0o5i6JpOp3XUlcS+fyz1DKxeXXSsO48b0JGyPKaJQXQlX08HB6qwGhPpDwBu9tQRd8aY7tqr1a6pq8mQziHaD2Q38T1mzII3AiODgOqa28ZJd46gFvMKoUj4Y+1oy7ez6tQ/mvIQnwhfHXWG+tDoFP+qdm66JhPQiIBIijRTgR0Cm9MbgVrsm092f/v53ls3soqfVKZczVyx7O813x5+eU/nF+BsyaeYpREVreOt9ZKER3nRqK5Mojrp+PBBrauVv8VLZbL0rIKrtzOu3c64dT/LjMXsEhnYuk/RRskpd2klm9xdVGnlB3GKHXJVsRi0bxeN136gn7uj5pcAS3PuJ3NHaD+QTqN9Nm+k2io+H3f7aWN6AACDQz0Jn+DqNd/C3JLicKKJ3gtV0QMoJiHSCMLGjk/KScqufwHVErjWQ/UHJeUAYO1oFdm7g9o9bDP2xIVvaK+RIAgOVW+Eq5+bztaMmBNn1ngqDNecO3y2SW39Z2xuXX90OkF9x8VDey5lpr+sDmomi/HeUvX/ax9/57iJsS/pGXUgFX1y6qg/BtFL02odJifOptzPyH34KF8mJ/09nUMCPSYM7+bh4oAXCgpXb1PsQSKTy2/cyxncXUff3Z0jX8XN/yUtq4gkSYIgAr2c/1nzbnOedP3nU7buP79x79mqOqEZmxnT3u/7JRNZGl8XNPWLCd23Zv76XUkPsp5YcDk9OgVOH9uTy2ECQPYT6gHjzQfPxw3SsfWtFnU1FJPISBlZnFfsqDWVQnEBxfp7OUnmZeQVN7E0v66qnrK8VeTcz9YsrCyprC6r4ttZTf50ml+Ef8Jfx+tq6plspl+E3+T/TG1qKEGpoqhCQJV2viBDx/R7AHDycl625dOEv07k3M8CILxDvfu/PYhvw2/m6aAWuHmN4p8dAG5efeQX8LLWrfUZ2M7Nw+7vLWezHxVZWHCiuwePm9SNbaDdhG+nZMupJsfcvJbVf6jupSiotbRagN91+BydTuvWKWRIr46Oei+JNj2UueEAQCzWMUtcYf/aD1r2vFPjuk+Na0nnuZerXdf2vjZ8njmXHd3el/vsk4JqKg8AQIO4WSkL0y7dObjhYF1VLY9vPmT60PY9n17Rks+/2jeaSyaq17GuhnJXGACQNkgaBHrtxSKXyg//vv/R7Uc0guYfFTBkxvDmzBuVNvEHVZbHjOgWM+LF0vhIxdQTGyVNlKuxsLEMiApgsRhAEF6h3pa60gAgPUmaeA8085+9xQKCXT//7s2X+hTNJGkigWlTr0ybdv927uXzD+rqRN6+jv2HRXEM9KWKUqsF+PlTh957mHs3Pffs5bsOdlbhgZ5hgZ7Bfu4cXYlcXhMhvq7HktR77YCEEF+DZaLQ4lFuyZzPt+QXVSpubth9ZlS/Dl9/OIZOo9nwecq9BlT16KR7LGb90l8fXktThG9BrWDbii1nQ89+sGYhALAteKJqRc/58+hO0Gjufh7a63Txc3t0O1OtkEbQXPzcnLycDq0/qDk3rakZSapKC0p/mL2qQfR0VXFu+uOLR5OXbvxEZ+45V3+3qtJKtUKeJc/aUfcudk2xdbEzM+cI69SX/Ln56c5FL6gTbPxkffbdZ9eU/4B3mM+sr+eameMS1pfFL9BFY8WDopw6hZTp8QukTn/iH2xSr4BcTq759tCRf64oS3ZsTvrml8k+/saS/aXVxuA7hvtPGdv3+/9MW/3J9OF9O4kaxH8fPjf/s/Xfrd/XWk/Rpo0d1MnBVr1fdFCPCH8vbWvkDGXp6t3K6K5w8NSNfQnXAOCDt/tTHrJwykDtdaZdvf/weprax17OvazrJ68AAF1t6FqxgJ8Emq7J+XbOFBPN2OYcngXP0tbKxoViPt3gqTpmIQDAHx+vU0Z3BWGd8Pf//KbzwP6TBjI0liEMeGuwPmvSGExG3zfUX14mi9lvko5t8QDg6B+Hnkd3AADIvpt1dONLnPCFuvcN8/ZT/78OjfDs1NUE99Wk5OPv3K23+uxgOwf+kFEtH8UzQv/G31KN7gBQWlz19ad7dM6semVaf6mMpQXXxsrChm9hbckjAB7n6Vjj+5rgm5vtXP1O7y7BNIIAAA6bOXt8r1WLxhm6XRTyiyruZlAsn40/dwcAMh4XPQ2/jd/Dl1PVL6PVJGyjzoRz6u8EABCojcETAAByUl5eqGPVPmWyF2Gt4El2AQD8Z9tnrn7PLxoIGtH/rYE9x/XSXqdcLi8toHjewhzq1b2qPIO83vluvqvv0+lvljaWExa92WOMjmfUqc+EfmM/mGBh9TQ3rXuAx9zV7ymfRYtbZyg2JbqVdEPP9iAtmEz697/N6D80kk6nKW4OGxP99ZoptOatzzQNH381fuKUHopJADQa0bVn8C8b5xhJhvzWcjaRYi+rnMyix1nGEvVarYs+70np3fTcuw9z0rMLJRKpi6NN+2DvuMExfp7G0llhcG5O1r99PkXYICmvrHN24NONdSFyWRX1JHNFeUV1/dPw2/jDqqxSx9T02mrqqW31NUKAJlcT5KUX2FJdoz8/vJo62UttRS34Ap1OX7zhYwC4e/G2rbOds3ezBkTqq6nPhZTL5VK5zk4F3wi/xb8vE9QKxKIGK/uW98yrIggidkT30K5h6Tcecvlcv4gADlUWXjUyiVRINYlBUCuQSWX0Zmx3VF/XkJ6WLxJJ/AKc7B1fxdwamUyemV5YWlTl7Grj4+/URmfp2tiYL1sxftGncaUlNQ5O/GbuLKW/woKKnMxic0sz/yBXjpkhh0c5HOas9wdPnzewpKjK2tbCqEamW0tVJfVnWmVFnZevUeyy1moBfvkPOxgMerCf24Sh3duHetvpzk/ymjJjM92cWudD/yVxcbCi3NpE0Ww3x8bbRTwbbHTTtbjc1tGmgmobNys7PgAQNIJy5zdvXWvEbRxt1Lqgnz6dc6P2hMW8QJoRC2tLyleARqfrjO5KXAsuV9e+Ps0nEUsOrtt38Ujy08rNuSPeGR09uKv2o+hMhqUtX3PzG769VXOie/zB6xt+Pq7IH06jEUNGd563aGhzZjC0WHpawfdf7svKeNpTEtbOc8kX41w9XmLegpeKyWK8su1V6mtFP686ePrE04k+NrYW7y0d3qOvjo0nXjY6nebsarIbzDi6WKfdpdge2tnFWE651S4i3586fO2KdxbNGt2vezuM7m2ag41lr+ggzfLxg6IBICaqcaoKAgCAxWR0DPPUXu3YDyZSlsd9MAEAbJ3tNO9ishh8XRumdRlKsdLXr51/czZi0cIz2Euz0D8qQJ869aEa3QFAUCfYtXrH/SZy36py9qboQmtOT8alc2mrV+5T7g4il5NH91357afjzW7yC6uuql86b7MyugPA3dTHy97fYpJTr1vdd1/+o4zuAFBRXvvNJ7vv38k1YJNMHuWUgg5d/JxcjeUSrtUCfFS4L4fNbBBLK6trK6oa/bTWU6BX5r8Lx3Xv+DyYcTnM/8wZ3js6CACuUC3oF0ukqQ8pvsmqcvBwHPDWYNWOfYKAHnG9vEO8AYBnTbG1K41GkWZVjV87//EL31Dtr/ZvH/DWp1O1H6XT3O/fc2i8/t7V13XmV3P0rLZlRIKGqyfUtxIBgOSDSTqPLc2nSAZQmqdjiyMAOLj7kmZh/KHrQoFY57Et8298ak21+srGJ3nlVy/q3lPnNVdaXHVBY3MXiUR2eC/F2wa1lg7Rfgs+HsXlsZUlUZ39lq2cYMAmqWm1LvraeuHGXSdvp2VrjqVu/WFBaz0LejWsLLh/rJx+Oz3vwaMnFuZmHcO87Z9dST8uUN8PTSEnv7RzOEWWVlWDpw3tFdfz4IYDjzML3H1dhs8cYWn7dFi3Ip+i2gZRQ01FjbWjjv6urkNjw7u1y7yVXlNe6xHkobYLXMuwOKyPty5Pu3L/ZtJ1Gp3eoU9H/yiD5WSsKqmgXO5fnKtjLo9MIq0oUl+zBwAVRZU6x+Dz8yj+IhKxtLiw8iWNLxZQPSMA5D4uNVA+tjajIK+cchZLXo6OOapIT8PHRnfrG3onJbumSuAT4BwSrmNZ7yvWagH+r/1J99JzR/SP9nJ1oEwAjtqciAD3iAD1ldZ8C+r10/xmjDcLGyR/HL60KyWnorreqlJcYHNh3qR+PC4bAMwsuLUanT0EjeDwdFdbWVxxaMPBtCt3xSKxrYtd/zcHdB7UVf/JWWf3nzm++YhYKAEgb527OXLO6K5UwwGvQFNj+TxdrzmdyWCbsRuEDWrlbC5b5xi8uTn1JD4LqqTCrcKiidOxfGnPaDIoMz0DAGWCetS6rK3NDT7XoSmt1kWfmvZoeN9Oowd2jQzzjQz1Uf1pradAxqBfTKhmoTmX3aW9jm0kSJJ8b8Wf63b+W1FdBwBVdYLN+8/PWr5ZJpcDQHgsxSQ4//YBZk2EGaXqiuqf5q1OPZsiFokBoPxJ2a7VOxO2xTfzdJoSv+34wV/3iYVixXLAhnrRnh//Prv/jJ7VtoylLd/GiaIbQ+cuNQAQRvXCUr7aarr1ofhDB4e52zax25D+OnaleAsRQETH4n4WOvj4OWvOZSMBYntT/BHR66PVArxMRnq66jWtCbUJXdr5TR3dKNMqm8VcuWAMX1dmtCu3HyWnZACA6gK7lPuPk66kAUC/SYPUutat7K3HLaCel6fq3D9naivVM+ud2nVSUKdXntozuxI1C09sOaZPnS0ml8lEtepp7ACgtokFjapGzBnt6Nko6Yqjp/Pw2aN0HjjurR7tOzT6dm5ja7H4szE6D2yxpJN3NAtJIC+ef/DyntTRsrsoAAAgAElEQVQ00GjE0hXjLBr3rnXvHTZ4JPWWkug10Wpd9EE+rtl5xe3xev01sGz2sH4xofHn7hSVVfu6208YEu3ajDysqQ+oZ+GlPsjr2zWUw2W//8vC66euZt7KEIvEHsGescO6s8xYOqvNffBYs1AmkRZk5vu3b+Gkd0GdkDLNu0ggksvlzclI37rKnpQJ6im+r+Q91D1H2tLG8qMNyy4dv5h9LwsAfMJ8uwzuStfItaeJw2Gu3jDzTMLtlKuZ9XUNAaGuI8Z04ZmzdR7YYndScyjLr15IHzGGeqddpBTe3mvbwUUH91zKSi/mW3G7dAuM6aVjq2Vk8vQN8GXP0pIP6tXxj10JlhbcsABPeuO9q3HVnOnpGOatcyd7NXSqHc0BgPZssJygEZ0GRHca8GIf5QRluCVBnzF4RhMZxww1tYRGUL90RPMyo9GZjG4je3Qb2eNFn5cgiD6D2vUZ1O5FD2yZpk6TjnN6modvxZsyu5+hW4GMiL4BfvHXm1Vv/kU1SImz6BEAdAyl/kLQQdfce+18w30zbj5UK2SZsdwDWj6dlcXlsMzYYo25aVwL3qu/fAcAWxc7riVPUKOeNqtV1gsYj05d/NLT8jW3aenRz0hnMCFk5PQN8B9M171vR4tJpdKTSddupD6oqRPaWFvEdArv0aWd8srsSVHZkZPJ2bmFdBotKMBzxMBufAuKtdTISLQP9hjco138uUZb6vXqHNQtSsfsPO26j+l1LfFKeeMceUOnj2Cb6dWZPHz2yH2/7GlURMDo98bqU2eLETSCxWY26qMnAQhgsXUPYbQhkV38d2xJUo3uimAfHK570zyEkCb68k8/1ud4ZwdrnT8trnzZV+t37E/o26Nj5/bBlVW13/+6QyqTdYoMBoDHeUUT31kuEDSMGNTNyd5m+z8n9x9LGjmwB4vVarMKUKvrHxNqwzcvLKsWChs8Xe1njuv58eyhdD22WQMAJovZoV9nSYO4rqpWLpN7BHqOXTCx04DOejbVI9DTxdv10e1MSYOYIAi+HX/KZzMiurXXs9qWqSqpTPiz8boAAgBAJpXFDH+xreWN2fH9V+/cylEtUQR7Dy/7wFDd2+oghNS0WjjUkrHOjMM247zwpUb+k+LEs1e/WjZ7aP8YAOgZE8lmMzfvPDZz0nAWi7l28z4bK/6G1UvYbBYARHcIHT112Y79CbPfHqnPWaCXik6nRYZ4/H30MpPJkMvkIQEuTEYrvAN5lry498bHvTde/6pURfRoF9HjFQ0/a9cgpJhCDwAiAcVGMpT++mZresoDAAiICnr7P1Nbq2GtS6gxJqIgeGm5816qgoLKnZtOFxaUu3s4vDWzj71jo6lID+7l37mZLZORIeHuEVEmNdSCjEerBfiFKzdpubdDuN/sNweyWS+wTQVJwsxJw2Ojny/Y9fZwbhCLawVCHilPunhz/owx7GddlI72Nn17dEo8ew0DvDGb+enW5BtPlzzV1AmnLdkYFeK584e5hm2V8bN2tGNxmGKR+sR+p2aklK8oLP168kq5XK64mfLv9VtnUv6z40tbPbrWXhIvH+oEeV4+bW/97ca1Cbu2nlVkl0u9nn3s4NWZ8wdNnNIDACQS2fdf/vNv/C3lg7t2D/rkmzfMuCY14IKMQavNGFowY6SLk21EkOfkMX3enzZsxoT+UWG+9rb8uW8PnjKmz4PMvPgzL7YFtbur47zpY6wsnw+rJ1+57WBnbcO3yM4tkkqlEcGNsnxEBPs+yimQSHFfCiN1IeXh0+iuklIz5f7jg6coNixHqlgcZreRPZ/fJgEA6ExGn/F9dR773cxVyuiuIJfLv5/2VSs3sTX0HtjezoGvVugX4NIpxmB7/LTMg3u5f29NUs0dS8rJjWviC/LKAWDnpjOq0R0ALp1/8PsafVMzIaSp1QL8uSt3/TydF84a3ScmIirMr3vn0PenDY8I8rpyM713TMSwfp1v3n2kV/2XUw8nJM+ZPIogiIrKGgCws2n0WWBnyydJsrqmUeoPgbChXuVHKpXp0wakjxXrjjz9rfEk6R+2nHj1jWlzhs4YPuCtQUxFHxgBVg7W0z6b4ROue35ig4ii37tBZIyd3jxz9urfZrRTya7TrXfoN2umNLXA0mht33QWNBLDkwA7tyQBQMIxim+0p47flFNtl4yQPlqtiz71fvZ7U4epFYYHev5v21EAcHawqalv7nihprSMx8u+WjegV3Tc0J66H61i4cqNoobnHZsTBkf5u2Jea8Mor1TflVyhplaQmXbtFTemVVQUVj15VOzgYefQehuWy6XwJKe4tqzGPdDF3Jqnepd/F0fP9uMqi6uYLKaVgyWNLtL5uomqqAfvAci7185zdKUBNoh3P2yfmuKY+bAsPNIpIMi+suxhpcoeNHV1skvns2Qyebce3uaWRtqnXfC4UPWmcuFfdsbjzLRrZcUU/wiC+oa7KRe5PCM9I/SKeQW0Z9BfYES7Ka0W4Hlm7MycQrVMdll5xWZsFgBUVNVacFsYWR/nFc1bujos0GfFkhmKEiu+OQCUVVa7uz4ftCsrrwYAvkWjz8Qfl89U/VbMZjIYuvbYQC+JjVVSnaBcs9zS3MwvmGJbZWOWn5W/8ePfqsueflJzLbhTP5uh/3Zzl45d2L92r/Tp9ueEi4/L3NUfmOu7X8huytKwTt31q/aluHn10ZdLd9bWCADg5LEMO3vLr9dM8Qt4OtXg/enr76U+TVx4YNe9gGDX37bPN1hbm+bmcT835/kmfsoeKy9fD7/gTnYOp4sLq9QO4fLYYVExtOZlLkKomVqt76t/j8hjZ67tOJj04FF+cWnVo8dFe48mHzl1tXfXCIGw4fiZ6+FBLUk8UlRSPmfJd86Otj+ueF85pc7Xy4XBYNy+36jP/3baI29PFyaz0bcerhmbp/KD0d2APp/3LGVC457IRdMHv/rG6EMqFq+Z/4MyugOAoFawftk6zZT4L+Th9bQ9P/39LLoDAPkkq+Cnuav0qROayHZH0I0xkJSX1iyZt1kR3RXKSmven/abWCwFgEVzNiqju0J6WsF709a96lY2w5hJPSjSHhIwYXJ3ABgwtIPmIX0Ht8fojlpdqwX4YX07jR0Sm3zt/qp1/yxdtXXlml0J528O6hk1amAXNovp7e40tO8LL02urK6du2Q1j2v267eLzXnPOwA4bHZsdPg/R86IGp6OLxaXVvx77lr/Hm3sQvC1EhsV2DUqAED1o4+IDPIY1S/KYG1qkcQdiZIG9Qntcpns8IaD+lR7eMNBzYHbiuKKx2k5+lQL8mYXGtrvvxxXmw8IAA0i6a6tZwEg9UaW5iFpt6k3ODCsoicV6l9jAYCE/NxyAJg0o1fvgY2WX0bHBsz5YMgrax56fbRaFz1BEEP7dBrQPTKvsKy2XmTGZnq4OHA4T6+n501+4bevQNAwb+nqgqLSTxZMufcgW1nesV0gm816f/rYt+Z9+c7i7yeNHSAQNmzccYRvaTFp7MDWOh30Mmz5enrK/dz//LCnrLrOhs9b+d7oaF2bzBqhvHSK7W0AoDCrQJ9qK0srVYZrn3tw7b5nsFfL6hTWCUnNSANAkqSwTmimawPAVyz7UTFledrdfLFYRn0iAGUltXYOFi+5aS8mp4kTyc4siu0VwmQxPv1mYtzEmNs3c+RyeUi4e/uOurf9RagF9A3wAqGYa/Z0lF1RYmXJs7LkAYBAJBKIRABgY9WSf7+Uu+lpGY8B4IvvG62wP7HrR0d7Gx8v100/f/LT+l2f/Pd3JpPetUP44nffsDTXc7QSvXRRIR4nNi02dCv00lQSXJaZXnPWGAwG5XY23MbTSl6Ilu34mrNTX3lpzeZ1J1OuZgrrxQEhrpPn9Atr59mc562va9i+8d/kpPvVlXWePo4Tp/SMbcbOZpwm0mFxuUwWiw4kQXFZDGBp8RI3uGsZLpe6SWbPym9effTtF/+Ul9aQQFpZ895fOqJH32bl26+srNu6LvHa5Yz6GqFfoMvbs/uofjlYvfKfk4dvykg5QRIWfLNVa6cFhmAGwNcaIRbqNXA479PfFs2J83F3nLro56Yeg5vNIFOScf3huqVrNYPNuA8nxgxreeLYbSs23jp7S62QAOKrQ99x9bjUXjxogUyinhyCwWR8f6LJf1iF4sKqeW//WlnZaN3p59+9qTMUCQXidyf/mptdolo4Y/7AN6f10n7goT2X13x7SLN89YZZkR19hsR+1qCR6ofFZMRfXqm92lcv7W7e/CnqkwPodNqmPQvcvezPJKZ+tWyX2r3zPxo+emKM9mrLy2refXtdWUmjSfhLvxw3YFgUAMyd9L/0B09U7iGBINZtfz8wyLml54HaPH2v4JfMjXN3toeXvOsMQsbDv2Ogf1RARkqjLexcvF30ie4A4OjlCpoBnkEQ+u1Sa+diV/y4SL3Q1V7ngTs2nVGL7gDw6+pj3XqHaZ8Odvify2rRHQD+/P3fYXGdLbWuCBg5vsvhfy6r9W937BoQ2dEHAD7+YtwXy3aqHbJoeZz2szCI4DD3uDdj9u+8qFo4aWZvdy97AFj73RHNQzb+L0FngN+17axadAeA9T8d7zOoXUVFXfqDwsb3EEDC54v+3HVs6YufATIR+gZ4z2cL1SJD9dr0E6E25N3v30s+dPb0ntP11XVcc26XIV0HvvgsEzW5aRSTyORSed7DnIAOQS2rk5STpfmlmgP7pfklpJzUvp387ZvZmoVlJdVFBRUu7trW/d+5maNZKBFL0+7kRXfTsZJw054FWzacSjh0vb5WaGnFGz+5x8hxXRR3de8fvtlv4cfzN5eV1QJJ2tpZfLNmmrcfdXZbg5u3aHjHLoEJR26UFlU6udgMG9NZmcCnqkJ9218AEInENdVCS762rpo7KTmahdVV9Y+zSv49cZNy/KKiVK8OWtTW6Rvgtewxo9SyMXiEDEtYXbdu6a8l+SU0Ahy9nOf8d57qrDRbF3sLvrlcIrPg85pzQayTXEadyKyZCc7it8VfOHxWLGgws+AOnzmi44BoACBJOUnKNcM4KSdJILX3Dchk1FPtmypXaTDFA8gmyjW5u9vyrXlyGVjb8FzdGn2TYHMZ1TVCuUxOAlldVc/Ub9KDUm526S/fHirILePy2L36R0yerTsBsIJIKDl64MqDu/kcDrNdBx+1pW7RsQHRsRRJdqmnEgDIdOXZbOqdIJeTMvWxi6fI1kiOl5VRePLozcKCChc3m4HDO3j5GvhL1Z2bOUmJt8tLaz287IeNiXZwUk9vjJT0DfDa95hRwDF41OakXb3/+3/WKT+JH9/P+WT0kvfWLvQO9AaAHav+vJ54VXFXdXnV9m+2XT15Ze63eiVd8QjyevhsJx4lGp3uFqB7N/QVb3xeWfI0iZCkvHrHt39dPnFl/o/v0+h0e1eHkjz1Sd327g40mo4lsv6Bzk/y1BMT8czZ2i/fASAw1O1K8kO1QjqdFhDiquM0AD6auzHl6tP8FuVl1cvmbx4wrMOSL8cCwIF9F9d+87xzu6FBOmXEqlkfDJw4uZfOarU4sOvir6uPkqRc0c2xbcOp+MPX/zr4EYOh4/XJf1z20bsbS4qe9pnHH7p+dN+VVWun69wzhsNlCwXq+YMZDLq1rTnl45WCQt0fpav1wwOXx/b0th86ssM/O89rHqJ9TKQ59u5I3rjmhDLJ9/6/L77z4dDRE7vqWW2L/frDEdWxj307kz/+any33mGGao+R03cd/AfTRyh/FGvhxg3rplqIY/OoLdryxR+NrrNIIOXkHx+tA4DHD3KU0V0p/fqDm0l67ZrTPa4n30b9WqTP+L7mfB2f+8e3HFFGd6VHqekZKRkAUFlcoXlIZSFFoRpmTTGNUL8AtKPX68wMP3pCjOaeMWMmxtjaWVI+Xunf+FRldFcgARKOpaTfzweAX7+hGrr+5aT2OrWTiqW//XiMJBsNYpQUVq1ZpTulwU/fHFRGd4W7qY93bj6j80A5VRcI5SJANROn9jR/ml34+YMnz+nHYjNdvOwpu2O8fPXaiC8vp/SPX+JVt/CQSmXrfzr2JF/3++dluH45Q21mg0gk+f6LffW1TaVkft3pG+AjQ32UP+GB3gDg7+msWohj86jNkYll6qlsCAAAYb0QAM7tS6I86sIRikuo5rOwsvhg7aJ2PaOYbBYAWDvajFswYcj04ToPvBp/mbI8YXs8AEjEFL23YrHuzWYqc/P9zAXmDBkNSABg0+QePBGfEOZn5Ws/0JLPXbv1nV4DIhRpMOwdrd5fOmL2B7rzFR7bf4WilCQP7LoETXRrk0DW1bV845zTJ29TjjhcOq/elaKmrlZEmXjn/Jl7Op+0QSNLEgDIpHKhUMeJuLjZrN32bpfuQYo9h9w87T5eOWHcpG4AcP7MHcoXqKkV+c104Wya5usjlcoun9Px+rwkF5LuaxbW1oluUf0tELRiohuETEZNOfW+OAAgE8vqaykmSQGAUCXHastYO9pM/Ww6KScbRGJOE2upNVGGcACor6kXVqtPg1fSmehGLpFy6HIfcwEJQJKE8mq+4km5m4+O1dX2jlbL//uGXE6KhGIur7knUltLvR9VZVWdliie+6g4pJ3uUQxK5WXUc9AahE2MaT9TXyskqca3a6tb/h4oyCtTZt1viruX/dc/T5HJ5BKxjGP2PC13RQn1iYg0Fha+kLoa6r9IjR6nqQ/K5yUM1x7j18b2YUToFbB2tmlq+hmdRXf1ph5LtndvnclHBI1ofnQHAAsb6q5vZ28XM745ZfIcAEJnGjsO10xx2UwAqPbVe4d6N7NhNBrR/OgOAK7udpTlvn7O5ubUA9sEAS2O7gAQEkG9QYbO4XAbOwuWGcVmX24e1KegimjiveXd7MlrdDqN0/jZQ9tTJyCytml5liQAcG1im0Q3T92n+TI09fIaqj3GDwM8QhRsqSbGu/q7A0DfN/vT6Oq7FhEEMXSG7u70l2H8B+MpSgkYN38MADh5UIQNJ28dV4oAEDuiu+aXAycvJwtrHUPpLdZvcHvK8qGjOwEAnVD/sCIByKaiZfO0i/KxslGP5QTApFl9tB/IZDE4TIruT3oztrOys1dMUGjUAWBuwaFrvKmaLyjUw8aOYrHSm1N7t7hOAOjRN9zGVr1ae0er5uQlfBkGj+ioTH+uFBDsGhrRrASLryEM8AhRWLbxU76dlWqJjbPth78uBgCuBW/myjlszvNrUyaL+ebSt+1bY7FcC/i0C+j7Rn/VWEyj0SYteduMbw4Aizd+bO1grfp4awfbxRuW6Kx28PRhUX06qpY4eji998ui1mk0lYQj1ynLD+29DACgsgOeIjYSABqzAF/Ymq3v2tk//8pCo9EmTOk+YEik9qNqqoU1VAMK6Wk6JigAAPtpiGr01YQgCMo+/+Zbu/Vde8fn71iCIMa+GTskTq/9t3jm7FVrp6kOHAQEu65aM0XnSoGXxMnV+qufpzi72ihLOkT7rfjhLdyIryn6pqotq3h+eEOD+JPV2+dNHuLt7qT6GLsmuhARMnIPbj64evQSnUXvMiTGN7zRvjhyufzmmRt56bku3q5RfaIYLMN85CkJ64Rn9p56kpnvHeHfa2xvtcvBjJSMc4fOAUDvuO4+7SgWZzelsrji5pkbwjpBaNdwr5c8YXbWxF+yMtST7gFApxj/r36aOjD6E6DajWf/qeV8a30Xg12/lHHzWoa1Pb//oMjm1HYnJWfBrA2a5QSNOHXtG+VNiURWUVZra2+hulH1wOhPpVRL3g8mfWZhoe/2PzcuZyYn3XVw5A8ZFf2iL0tWZiHbjOPqaq1WLpfJMx4+KSqocHKz9Q90MXg0lYilD9MKKspq3D3svf2ddB/wGtN3kt3irzerlfz653G1ElwHj9qooMigoEjqLHI0Gq1D304d+hrLDsVm5mZDplGPEVw6m7bup2OKRe1nb1fOXTC0a8/gZlZr7WjTZ2L/VmulVpZW1APGtvZ8BoNG0AhSTmrGFgt+K6S76djVv2NX/+Y/3snVhjJhDfNZIK+srPv95/jTJ1KlUhmTSR80suPM+YPMLTgAwLfmlWskmGNzmE1tUdNMcpl8398Xdmw8U1srJAji2qXM+R8N8/FvViL6NasOHdl3VZGJiMVmzJw3YMyk7sp7aXRaYIib8exbw2QxmrnpEdI3wOMyd4SMWfKZu58v3qG8WZBb/unCP1f+8HaMgYZRtRgxJvrWNcU6+EYX6nFvxgKAgyO/uLBK7RBbOwudGXteBntHSyaTIRGr7+Lj5GoFABKJ7KO5m7Kf9UZIJLIj/1zJzij6aeMcGo0ICnO/oLGazj/IRWeCAe1+/yV+745kUHzrIMnUG1kLZv2+Ycd7qh3alL5Zvuff4zeVN8UN0t9+PM5gMkeO76JPe5Ax0DfA4zJ3hIzZtg2nKQp/P2WEAV5lgXijC/WaynoA4PEortTN9LvqbTGpWCqTUHSz11QJAeD86btZGUVqnQ13Ux9fv5zROSagvJRiEWZ5qe6c31rU1AgP7L6k+F35vPW1or3bk99fqu0aTC6XJyWkqhWSAFvXn8IAbwJwkh1CJksmk+c8ohjVzsoo0plS/tXLeFhAXf7giVxOPtbYoQ4ACvLKxVR5Y1629IeFcqpJcdXVAgDIfPCEcpg640EBAGRlUCSfKSyoENSr569tvpzMIspxfcUzajswq5jynVCrd1IHZAww0Q1CJosgCDqdJperf/TTGXRCvwVmLwOTQf1xxGQyaDSCwaRrhiKCRjRnZVqr43BZQJVhgEYQAMBkUjeJxWIAAJNF1/xSQqMROrPfa8Fo6hmp1vKpaqoLpJnvjppqwY6NZ27fzJbJ5IGhbm/P7ItbvxgVvIJHyGTRaIRyl1JVkR19DD4XWlNkZz/q8k4+ABDZyVfzrnZR3noOXbeMj6+jIlqrUQx4R3amaCo8O4XIjhT3hkZ4stgUmXOayT/QxdKSYgZ+Uy1RcnaxYXMoTsTRRX0uvaaigsoZ437+Z2dyelrBo/TC4weuTR/348M0HX0G6FXCAI+QKZuzYDDPvNFVGs+CM6cZmeFfvU5d/TW3BRvzZqxif9JZ7w16ttXKU1we+52FQ15d+xqbOX+AWgmNRvvk6wkA0FTviOJL1cz5A9WCMceMOXfxMH0aw2Qx3l2svobCy9cx7o1YncfO+WCo2gU7QRDLVkzQeeCmdQkV5Y2mDggF4l+/o9gTCBkKffmnHxu6DQihl8Xa1qLfkPb19Q3iBinfmhfbO+TzVW+6NJEU1uB69gu3d7SsqxGRJASFus3+YNDYZ+u1rGzM+w+NFArEYrHEks+N7Rny2apJ7p6GSS4EACERnsFh7ndv5YhEEiaD4eXn+PPGOd5+TgAQf+j67ZRszUNcPexCIzz4Vrz+wyJFIom4QWrB53btHvz5qjc9ffTa9g0AfAOcO8cGVlXVSyRSFzfbYXHRS74Y15yMNEGhbuHtvO7eyhYJxQwm3cvX4YcNs/2DdOc6XPPfQyKR+h4BZSU149/u0dSQAXrF9E10gxBCSNWGn4/v+Ytia8Fp7w54a4ZeuWONyoieX9TXUUwMPHB6uf770KNWgV30CCHUmnyb2BTOL6BZaWfaCsosOg5OfAuq2QDIIDDAI4RQa+rZL8zDW73LPTjMvXPMCyQJNn6TZlBsyTN5Vj8jXKDx2sIxeIQQak10Oq1779CS4pq8nBKSBBqdNnB41JIvxhoqLc9L4upuGxDi9uBuXm2NEABsbC3eWzpi0MiOOg9ErwyOwSOE2ozksw93bz1DyuUTp/bs1jvU0M3RQSSUlBRVOjpbszU2OTUlZSXVUonc0cUKr92NDQZ4hFDbMDT2C5Ho2awuAthsxqGkz5hMU46dCOkDx+ARQm3AyF5fPo/uAEBCg0g6uu/XhmsRQsYOAzxCqA2oqxVpFgr1yN+OkMnDAI8QMnYCQZM7ymRmFr7KliDUhmCARwgZOy63yYF2FxcjzcqHkMFhgEcItQHUM7QJQkvsR+g1hwEeIdQGLFo+WrNw3sKhr74lCLUVuEwOIdQ2FBdUzpr0v/o6EQEk14z921/zXL0MttkMQsYPAzxCCCFkgrCLHiGEEDJBGODbDIlUduz0dbFEauiGGKmi0srzV+8ZuhXG61567r30XEO3wnidv3qvqLTS0K0wUmKJ9Njp6xKpzNANMVKFJRXJ1+4buhUUMMC3GRKJdO+x5AZxkwuCX3NPissTzt00dCuM1637WbfuZxm6FcYr4dzNJ8Xlhm6FkWoQS/YeS5bg1UUT8gvLEs8b44cPBniEEELIBGGARwghhEwQBniEEELIBDEM3QDUXARB2NvyaTT8TkaNxWTZWJkbuhXGi8flGLoJRs3GypzFZBm6FUaKRqPZ2/Jxu/emsFksa74xfvjgOniEEELIBOHlIEIIIWSCMMAjhBBCJgjH4NsAmUx25WZaemauUNRgbs4ND/ZtF+KL42FKcrk89V7mvYfZtXUCNpvp5+0e0zGMwaAbul1GRyQSb9+X0NAgfnv8IEtznqGbYxQup9y7ceuBaklooHev2ChDtcfY1NULL167/Ti/WCqV2lhZRkUE+vu4G7pRxuLA8bNPiso0y+dNH/PqG0MJr+DbgI+/3vDRl/+j0YmQAK+qqtpZH/73t60HDN0oI7J63c7Zi74tr6gO8fdiMOj/+fq3ZV/9ZuhGGaOVP21JupCycceRujqhodtiLA6fOH/u8q32YQHKH3cXB0M3ylhU19aNn/XpH9uP2NtaBft5ZWTnj5+1fP/RJEO3y1j4eburvnPahwUcOXnhSOIFQ7frObyCN3a5+UWJZ69+tWz20P4xANAzJpLNZm7eeWzmpOEsFu6EDTKZ7HBC8txpo6e/MUxRwmIwv127XSBo4HLZhm2bUbl8427K7fSF70xYsmKdodtiREpKK329XGM7hxu6IcZo4/YjDAZj25pPuVwOAPTqFiUnyb/+SYgb1svQTTMK4QZxB5gAABZ/SURBVME+qjcvXL1TXFqxfOE0Q7VHEwZ4Y0eSMHPS8NjoCGWJt4dzg1hcKxDaYoAHoNPpyUfWq5bgejBNQpH465+3LZg9jsXClWCNFBSVtQv1BwCxWILfmFWRJHks8eI7U0ZxuRySJCUSKYvF/MyYopdRIUly3ZZ9bi72IwZ2M3RbnsMAb+w83Z3URnSSr9x2sLO24VsYqknGSSKRCBskd9Ierd28b2CvaLx8V/X7nwdtrfgDekWfu5xq6LYYEZlMXlJWeSft0aCJC4tLKxztbeZOHT1yUHdDt8soVNfWV1bX+nq7rvxxa/zpS0Jhg4+X6/vTx/aMjTR004zR2Qs376fnrFw2y6hm/2CAb2POXU49nJC8fOE0nGSn5ve/Dm/ccQQAYjuHr1w209DNMSIZWXnb953cuuYTfM+oEYrEQX4eLBZj4TsTLMzNjyVe+OL7TTQabfiAWEM3zfDq64UA8OXqLUF+nv/9ZC7IyX3Hziz47JcfV7zXO7aDoVtnXORy+W9/HvB0dxrcp4uh29IIBvi2JC3j8bKv1g3oFR03tKeh22J04ob27BwVci0lbdPfRzftPPbOlFGGbpFRkMvlK37YMqh359BAb0O3xeiY8zg7fvtCebNrx9DaesH6bQcwwAOAVCoDgA4RgZ8vnq4o6RHTft6y1T9t2IMBXk3i2avpj/JWffoOnW5El++As+jbkMd5RfOWrg4L9FmxZIah22KMnB3tOrUPfnd63ORxg/7cGy+V4d7VAAB7Dp3OyMqfOWmEQCASCERisRgABEKRDF8fKgN7RT8pKiurrDZ0QwyPyWQAwPiRfZUlBEGMGNg9r6C4srrWcO0yOjKZbMOfhwJ83fv37GzotqjDK/i2oaikfM6S75wdbX9c8T6bjfOknqurFxYUlni6O3HYTwfdw0N8t+4+Xi8Q8i2MMTv0K3bkZHKDWDxq6jLVwnEzP/3mP+8M7mtc3Ymvnkgkzi8s8XRzZDKfTq+j0QkAwLEMALCimuUjkcoAgGFk16mGdeL0lezcwh9XvGeEG4VggG8DKqtr5y5ZzeOa/frtYnOemaGbY1we5xe99e6XX340Y8SzuVF37j/ictk8Lr5QAACfLZomEDYob966l7Hmj73fffZux/bBBmyVkSgqKR8389PvP5/Xr0cnRcnJM1fdXBxsrSwN2zBjwDVjtw/137n/5MqlsxQlEqn0nyOn/X3cLcy5hm2b8ZBKZev/PBDs79krxhiTI2GAN3b19aJ5S1cXFJV+smDKvQfZyvKO7QLxUh4AQgK8OkQEfvfrjvKqGh93lxu3H27flzB/xhi8yFAI9PNUvVlTJwCA0EAfa1yFAeDp7hQZHrBi9ebC4nI3F/vEs9fOXEhZ/cV8Q7fLWCx6943pC76prxcO6ddV1CDee/j0/Yc5v367yNDtMiJHTibnPyld+99Fxtnrg7vJGbuzl24t+PRnzfITu350tLd59e0xQvX1orVb9iaeuVZZU+fmYv/WmIHjRvQxdKOMlOLtdGzHahcnO0O3xSjU1gnWbNybmHS1tl7o7+0+d8ooXAam6u7D7HWb/0m5nUEC2S7Eb+600ZFhAYZulLGQSqXD317qYGe17X/LDd0WahjgEUIIIRNkdJMCEEIIIaQ/DPAIIYSQCcIAjxBCCJkgDPAIIYSQCcIAjxBCCJkgDPAIIYSQCcIAjxBCCJkgDPAIIYSQCcIAjxBCCJkgDPAIIYSQCcIAjxBCCJkgDPAIIYSQCcIAjxBCCJkgDPAIIYSQCcIAjxBCCJkgDPAIIROx82DS0lVb5XJSy2PqhaLZy/539srdV9YqhAyFYegGIITg5r2sXzYfVt7kmbG9PRz7d4tsF+KtKHlcUPzdb/u//2QG14ylz1Os/mS6nY1lK7TY+AiE4qTLd8YO6UajEdD0+fLMOF0ig+LP3OjROZQgCAM1FqFXAa/gETIWMyb0Xzhz1IczRk4Y3p1Oo/206dA/xy4o7nJzsl80J67F0d0E3LyXNXXRz2UVNU09IOVupkQqi44M0FlVlw5BRaWVOfklrdpAhIwOXsEjZCyC/dyVl5s9osNOnru589BZfx/XdsFedDrNx93RsM0zcqn3s73dHfkWPJ2PDPR2NeOwbt3L8saXFJk0DPAIGakBPSKv3ko/eTalXbCXosP5x+UzbKwsMnMK9xw9/yi3iMmgdwj3mzSqt+LKXvGY/y6ZvHHXyay8Yjtri1EDu8R2DNGsWSyWHDl17fLNB2WVteZcTkSw1/jh3fnmXMW9V249PJx49UlxhQXPrEtkQNygWA6Hqbjr9MXb8Weul1XWOjtYj+zfOToySFGueOpl7449cOJS5uNCP0/neVOGZmYX7jp6vqyi2tfTefr4fs4ONs2p5ON5446fuX4/I49OI8KDvN+O62Vpzt28O/Hc1XsAsPjrzeZcztqV72ieVEb2k5gOQc15Yel0mr+3S0bOk+b/LRBqizDAI2S8OkT47Yu/qDprrKZOsPr3/R4u9u9MGtQglu49fuHPff++89Zg5QN+/et4VJjv8H6db9x99MffJ804rKgwP7Vq122Pv5eeO7RPR08X++z8ksOJVyqq6pbOHQMA56/e27Q7sVfX8LGDY4rLq48kXikoqvjonTgASDh3c9fhc0N7d/T1dEpNy/lt+wkmgxkV7qusdn/8xZgOwT2iQ/ceu7hh+4myqpqR/TvL5eS++Evrt8d/uXBScyrZ+HdCTIfg3l3CHxeUHPn3mlgs/nDmqAE9Iq2tzA+dvDJjQn9bawvNF6qypq6qtt7T3aGZL6yXq8O/yanNfDBCbRQGeISMl72tpVQqqxUIlSWPC0pFDZLJY/q4OdsBgJuzXW29UPWQdkFecYO6AkD7UJ/K6tqDCVfVAjxJkv1i2w/qGRXk6wYAkWG+WY8L76bnCoQNLCZjz9Hkbp1Cpo7tq3iwh4vdxRsPFHcdPnl5RL/Oowd1VRxVWV17OPGKamwe3KtDZJgvAMjl5KbdiUvmjgnxcwcAOUlu2XOqTiDisJg6KxnUq0Pf2HaK9stJ8nDiFVGDxM3ZrrSiBhqPYqhSjM3b21o1+4Xl14saGsRSNgs/A5HJwkl2CBkxjQVfbs62LCZ91+Fz9zPzGsRSLzeH8EBP1QdEhT8P5x3C/HKflDSIpaoPIAgiLNAjyNetpk6QnlWQfO1+cXk1AIgaxLmFZbX1wm6dnvfqh/h7zJw4gGvGzn1SWi9sCA/2Eokkip/wQO+cghKxWKLSNjvFL+Y8MwBwsuMrblqacwFALJY0p5KwgOen4+XqQJIgFIl0vk4CQQMA8DhsnY9U4JqxAUAkFjfz8Qi1RfjtFSHjVVxezWQyLLhmyhJrS/Mlc8ceTLj04x8HSTkZ7O82cXgPZWQFAEvz5w9WzDgTCkVslrlqtZduPDhw8lJJWbWlOdfextLRll9aXg0AtbUCALC1ougDr60TAsBXa3arldcLRSzW0xF6jVVn6ovQmlMJna5y1UEQAEBqW9YOz46iA4BcLtf9UADlI+k0vMJBpgwDPEJGiiTJazfTg31dFQu7lfw8nRfPjpNKZY9yi/Ydv/D97wd+Wj6D9ixWVdcJ7G2fXjpX1dbDs6tVpaKSyg07T/SNbTfq/S4WPDMAuHUv6256LgBYmJsBQHlVrbIGJcVF+dSxfV0cbRqVq3z50KlVKqHEtzADgMraeufGNTelslpAEGDGZur5vAgZM/wCi5CROnr6Wk5ByaBeHVQLs/KK95+4RJIkg0EP9HHtE9OuuqZedRj+RmqG8vdrqRnebg7Ki2OF0soaAOgTE6GI7gCQlpmn+MXDxd6cy7lwPU354LsPc3/aeLC2XujhYsflsErKqgJ8XBU/NDpNTpJM5gtcJOhTCfH0ap76ct7R3ppOo+UWlDazJXmFpY721orrfoRMFV7BI2Qs0jLz+BY8OUlWVtVev515LyN3zJCYEH8P1ceIxZLDiVdKyqui2wXU1AsPJ17xcnVQXfx9JTWdyWL6uDtev5OZlpm3YPoItWfxcnPgsJmbdyf27x7JZNJvP8i5dT9bcReDQR83rNuWPacYdFpEkFdpRc3hxCservbmXA5BEKMHxew4mCSTy4P93IvLqw8lXAoN9FLM1GsmJpPR4krsrC0A4FTyrRB/D2WCPyUWk+Hj6ZSWkTuoZ5RqeWpatuqYhYuDjauzHQDcz8iNCPJqfssRaoswwCNkLDbtTgQAggBzrpmfl8uyd8dqRr4gX7d5k4ccPHnlys2HXDY7IsR74ojuqg+YMWHAvvgLR05dtbe1fGfS4PahPmo1WPDMFs+O233k3B+7ElhMeodw/7dH91q77Zji3p7RYRw283Di1aTLdy14ZjEdguIGxSqunvt3b89i0uOTUk6ev2XBM+veOXTM4JgXPccWV+LmbBc3uGvCmZTTF2///MUsnhlH7QEdI/z3HD1fL2zgqQxJ/LX/jOpjhvftPMbZ7nFBcXllbccI9dWDCJkYQixsMvUjQqgNMfls89rV1gsXrtg4flj3/t3ba3/kn/tO33n4+NtlU9UmNyBkYnAMHiFkCix4Zr27hp+6cEvnbnIXbtwf1rcTRndk8vAKHiETcS8jd9vef5e9O9aGap0bQuh1gwEeIYQQMkHYRY8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAnCAI8QQgiZIAzwCCGEkAli6F9FnUD0z7ELN+5k1glE9rb83l3DB/aIotEI/Ws2cmmZed/+tu9/K+ZY8Myaf1RVTf1f+8/cfpDDoNOiIwPfGNGTzWqFvwJCCCGkSt8reJIkf9iwPzuvaPakQV9/9NaQXh0Onbx8KPFyqzTONKRl5k1d9HNtvRAASJL8ZfPhyuraj+eNmz9l2P2M3L/2nzZ0AxFCCJkgfQN8aXl1dn7JnEmDwgM9XRxte3UNnzCs++OC0lZpnOkpKCrPziuePKavj7tjaIDHmMExl248kMpkhm4XQgghU9M6ncOV1XUujraK33vHRPSOiVD8LpeTx05f+/fC7eraekd7q5H9o7tGBYFG57bi5q9fzc0tKPn2t31z3x6852hyQ4Nk7cp35HLyxNkb/15Iraiqs7fl94tt1797e4IgAIAkyfik53f1iYkY2CNScdfPmw4RBO2D6cPV2imXyw+dvJJ0+U5tvTDYz61fbPtfthz59au5PDN2U3flFpR8t37/Fx9O/OPvxPzCMnsby6F9OvXqGq5RM/WZHkq8cuDEJQB477MNgT6uH0wf+en7E9ycn75WdDpNTspJOQn0Rm1W/q54ZRbNHr3v2IW8wjIfT6f5U4am3Hl09PS1yuo6bzfH6eP7uTrbpWXmaWmklrNulb8+QgghI6RvgLe35Qf7uv2y+XCP6LAO4X7+3i4MOl157/74i0mX70we09vN2e7uw9w//k6g0Yjo9oHa6zyVnDpz4gArSx4AHEy4dCr51ttj+ni5OqRnF+w8dFZOkoN6RgHAoZNXTiXfemt0bw9Xu+y8ku0HzoglkhH9ogGgqrqeRqeYBLD3aPLZK3cnj+nr4Wp3PyPvz/1JzbmLJMk//k4cNSDaxdHm7sO8P/efZjIZsR2DVWtu6kz7dWvnYMPfsPPEp+9PsLUy55qx/DydlUclXbwT6OPGZDLU2qzW/n8vpL45qieDQf/78LnvNxyw4fPmTR4ql5O7j5z7dXv8Nx+9rb2RWk4NIYSQqdI3wBME8eGsUQlnU85fu38qOZVnxu7dNWLEgGgWkyESSU6cS5kc17tz+0AAcHG0La2oPpR4VWeAnzqmj6uzHQCIRJL4pBuTRvVSXA07O9rY2/K5ZhwAEDVIjp25PufNgR0j/BWV1wtER05dVQT4Lxa+qVmtSCRJvJD61qheXaKetqe8oib+bIr2uxSG9u6ofKKKqpojp66qBngtZ8oz41jxeQDgaGelNhfv5Lmb9zLyln8wUXFTtc1q7R83OEbxgozoH/3D7wcWTB9hZ2MJAMP6Rf+08aBIJNHSSJ2nhhBCyCS1Qhc9i8kY3q/z8H6di0oqL996GJ90vbi8et7kIfnFZVKpLMTfQ/nIUH+PxPO3xGKJ9gotLXmKX/KLyyRSWWjA8xqUtRUUlUsk0t/+iidoJxQlcrlcLieFIrEZh0VZ7ZOScqlUFh7kpSwJ8nNXhDotdykE+roofw/2cz9xNkX1LLScKYvFpGzMvfTHfx8+N2F4dx93R22vBQCovCAMOg0AzJ51rbOYdACQkXItjdR5agghhExSay7QcnKwHjWgi4Mt//edCWLJAM0HkC2qVjGsrlEVCQCL5oy2tuCplmtZciaXkwCgWhmNRtN5V8toP9Oikspftx3r3jlUMdbwUrX6qSGEEGoT9P2sv5aa8dHXmyUSqbJEJpMzGXQ6jebmaMdg0NMy85R3pWXkujjZslhMxahzXZ1QUV5WUUNZuZujHZNBv5+RqyxJvZ+tqFBReXVNvbOjjeJHTpISqVRL9HJysCYI4uGjAmVJRnaBzruetjwzX/n7/YxcJ3tr1UtzLWeq2Yx6oejHTYe83Z0mj+ndVFNbhrKROk8NIYSQSdL3Ct7fx6W2Xvi/rUeG9OlkzuWkZz/Zd+xCn5gIOp1Gp9MG9ojcfeQ8h810dbK9n55/6kLqnEmDAMDd2Z7LYe04lDRuaGxVjfD4mRuUlXM4zMG9Ouw+fJ7NYni4OGQ+Ltx+8MzogTHBfu4cDnNwzw7b952RSKR+Xs5FJVV/HTjj7+367tuDoYlZ9OZcTs/osJ2HztLphLuz/cOsgvPX0nTepXAw4TKTQVdMoEtMvjVtXD+1djZ1pgBgac4FgDsPcvy9XKytzNduPSZukIwdGlteUat4gL0tn0YjKGfRv9DfgrKROk8NIYSQSdI3wFtZ8D6eN25//MWfNx1qEEvsbflD+nUa/KzneczgWA6btePgOcXisVlvDFTMsGOzGHMnD/1r/5kvf97l5+k8pHeHTbsTKesfNbArh8Pac+xCRVWdgx1/3JBu/bq1V9wVN7grj8c5evpaaXmNBc+sa1TgmMExiruqaurpdIpL+bdG9zJjM//cd6Ze2BDk6zZhWLf1O+J13gUAk0b33nMs+UlRub0tf3Jcn+6dQ9VqbupMAcDVyXZYn05/7T/NtzCfOq6v4kL/y5//Vh6rWLGm2uam2q9dU43UfmoIIYRMEiEWUnePmySSJKVSmWKAAABS7jxas/XI76vms5iMpu569LiwBfloXzHtSXO1nPWrbSZCCKFX5/X6iN+851RBUVncoFg7a4ui0so9x5LbBXsp4pyWu9o6Ez41hBBCTXm9ruBFDZKbdx/lFZY1iCVmHJa7s21kmJ8i1DV1V3Fp1cnzN8cN7cZhUy94MwbaG6nlrBFCCJmq1yvAI4QQQq8JXBKNEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJwgCPEEIImSAM8AghhJAJ+j91BnWvQPhmTwAAAABJRU5ErkJggg==" alt width="100%" />
|
||
|
||
<h3 id="grid-options">Grid options</h3>
|
||
<p>The <code>grid</code> parameter controls which major gridlines are
|
||
drawn.</p>
|
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<img role="img" aria-label 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" alt width="100%" />
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|
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<h3 id="dark">Dark</h3>
|
||
<p>Dark navy background with light text, suitable for presentations or
|
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dashboards on dark surfaces.</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>base_plot <span class="sc">+</span> <span class="fu">theme_civilytics_dark</span>()</span></code></pre></div>
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<img role="img" aria-label 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" alt width="100%" />
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<h3 id="slide">Slide</h3>
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<p>Transparent background and larger base font (18 pt), sized for
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Reveal.js slides or PowerPoint exports.</p>
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<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a>base_plot <span class="sc">+</span> <span class="fu">theme_civilytics_slide</span>()</span></code></pre></div>
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<img role="img" aria-label 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" alt width="100%" />
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||
|
||
<h3 id="facets">Facets</h3>
|
||
<p>Facet strips use the <code>paper_2</code> tint, with the title
|
||
font.</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><span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(displ, hwy)) <span class="sc">+</span></span>
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||
<span id="cb8-2"><a href="#cb8-2" tabindex="-1"></a> <span class="fu">geom_point</span>(<span class="at">colour =</span> civilytics_colors[<span class="st">"navy_600"</span>], <span class="at">size =</span> <span class="fl">1.5</span>) <span class="sc">+</span></span>
|
||
<span id="cb8-3"><a href="#cb8-3" tabindex="-1"></a> <span class="fu">facet_wrap</span>(<span class="sc">~</span>class, <span class="at">ncol =</span> <span class="dv">4</span>) <span class="sc">+</span></span>
|
||
<span id="cb8-4"><a href="#cb8-4" tabindex="-1"></a> <span class="fu">labs</span>(</span>
|
||
<span id="cb8-5"><a href="#cb8-5" tabindex="-1"></a> <span class="at">title =</span> <span class="st">"Highway MPG by vehicle class"</span>,</span>
|
||
<span id="cb8-6"><a href="#cb8-6" tabindex="-1"></a> <span class="at">x =</span> <span class="st">"Displacement (L)"</span>, <span class="at">y =</span> <span class="st">"Highway MPG"</span></span>
|
||
<span id="cb8-7"><a href="#cb8-7" tabindex="-1"></a> ) <span class="sc">+</span></span>
|
||
<span id="cb8-8"><a href="#cb8-8" tabindex="-1"></a> <span class="fu">theme_civilytics</span>(<span class="at">grid =</span> <span class="st">"y"</span>)</span></code></pre></div>
|
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<img role="img" aria-label 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m3tt+9peAmJRKJQKHjVPDHDB/fF81N+YXHQs3CBQIjdDzcy1O/ZrVOVS9VgUP9eeIIn1lXuV5fL99sX/sNb2dXM3saSmOBTUjMM9csT/MPr5c9EBQKBkX036bdeJRUmAx8mPheQcQfa2VgRfz6euXLbo0v7Ow/Ld+CEURW/D6Rvvp+dmy/HBE98QqQm0YRMSrIHL5cwUB1PkJVLZuUVFJ67fEesPK+g8PaDJ7cfPGnftvX5ozuxm3x1mhmAZku5btEjhFqYmzy5fWrUlN/wL2IMjUZt5+w4bKDvhFGDpHlZWa06urYx0NPFahonJCYfPV1eK7ift6elhSme4M9evpOckoYQUlNlenm64Yt/+vzVf9w8vIbauBEDp00Y5tTKVigUmrSqOr9aW5kTE8yFq/eFqPz+5Gj/fvW44PDt2VXstjlmcL86tFygSbxLpjpdOrV7FlZRCTEi6lMHQsUITBlbDr3kEptWqhISjOw7cPzIgfjij56EHzh2HvsB0dLSjHjziUGn4dUVW1qZV9eomkQiaairSf9/1UpDXRWvuF5S3zfQyB68XMKo6wlCp9P2bFs1c+KIi9fvh7969zEuQex3QGTUpyUrt5/8b2tdZwag2VK6BB//9dvCgC1v332gUCirls7q2c1NV1uTwWToamsRO2SVHZlM9uvT48S569jon7uPYIW9vTy0NNR0tbXyCgoRQnh16949PIg/LDbtPIB/eS2aNWHNsrnYcM1pZszw/niCuR9U8aRzrNT154k0NdR6errhNfwx1i0t8IoL8jWkf6/tuw7jo7fuPZ45aYTYPEFPw1DdiT2Zxu7fYCzMTYiTZNyBg/r3Xrnx75LSMoSQQCDA7weMGzmI+DTaztoy+mcl8783Lfd0/0Utqm2tLfEGe5/jE3sRflAihHLzC76n/HB2tKNVdasMJ3vwcgmjfidIm9b2WJ8/HA73Q+yX15Expy7c/PKzRu3dh0+zcnLx+0Z1mhmAZki5atGXlJYNHjsfe0OalaXZ/OnjnFvbm5ka6+vqyDe7YyRbint0dtXV1qRQKD69xPtL8evjRRwNexmBD/fq0QUf/pGeWcMWB/f3ZhLuP2M6t3fBX9NSVwMlupMbVFUHc3JhZ2NFrD728m0U/oAAU8oq2777aD3W/PlLInH0AaEhvlvlegAy7kB1NZUhfuI17clk8phhfsQS4r+Jt6TA5eUXzlq89tb9YGKLD7no07vi6ca1Ww/FfvcsDtjq6z/Nup3Po59tOqoke/ByCaOuJ8iP9MzfVm5ds3k3Nspg0Du0c5ozdfTtC/srzZaRXdeZAWi2lCvBJyQl471zJCQmO3sM8vWfije76jt8xqgpi1dt3BX++p1cNtfNrb2mRqW7lPiXYz9vT2I5jUb1JbQ7Rwjx+BXfjzfvBWNfghmZ2ZPnraxhi5oaagMkflWMGS5VteQq9fH2FLsk6lff/m2ksWnVYuI985mL/zhw/EJ2bh6Px3sdET1o9Jwv1TdfrMHmHQexChAIoXOX72C1HTHDB/chzin7DiQ2iMd49/QQ6zNg8riheL86B09c2n/0PP6CvncxsX6jZl+9/Wjq/FUT5wYguZoydqiWRnnvAu8/fF6zeTfWgJPP52/Yvg+7Y0GlUjrU2Nes7MHLJYw6nSCJSamdeo88ffHWf8cuLFm1Da8hLxKJiC9PolAolhamdZq5hggBaPKU6xZ9a3vrtk4O+GtGM7NzM7NzxeZ5HPLq4ImLfb09D+/aINmXdZ3Q6TTvHu5Y/VsM3rrMq1sX4uPt7h4d8fd7Yjq3dwn9eY1y7MzVB49DdbQ14758q66GHW6Ef78rP3u9RQgxmYzB/b1rmL9mutqa3d074P2mmZoYtXepQ3fldWVtZX5414ZJ81Zi/yabzVm9affqTbvFZuvQzini/Ucp10kmk3Py8r0HT2llb11aysIbwiGEfHp6SLbLkHEHdnRt42DXMu5LRTdnE0eIV783NtTfsSlg9m9/IIREItHaLXv+2nPE2tKisLgEf3ygrqayesls6bcrDV0drX+2rsBflHDg+MXzV+5atTBLScvAHhghhDauWiTW9E7uwcsljDqdIC0tzbp1af/42UuE0KkLN89cum1r3UKVyUxOTce3iBCaPmG4jpamtqaG9DPXECEATZ5yXcHTaLRrZ/a6tK6ik3MxD4Keb/hzn+xbJN6ld3SwwVuXqaupdHeveFVafx/xq8Y1y+YSH8n/SM/EGoL/sXyeisQ9ZCKvrp2IHXYO6tdL7C5CXeF97yCE/Hw8a+1jXEZ9vD2vnd5jbmpU3QzLFk47e/gv6esMntq/Ddvtn+MTidm9jaPdvr/WSs4v+w4cN6LiIt7IQM+7p7vkPMMH+f739zr8Uri4hBX1MQ5PkEaG+ldP73V0sKnTdqUxqF+vQ7vW49stLC6J+hiH5S0ymbwuYP54KZpTyh687GHU6QQhkUjH920d/rMfAqFQGP816f2Hz3jCJpFIMyeP3LByQV1nBqA5kzXBqzDLz2EKhVLd96yOVsWbu/AbvPgFMYVCwXq5Qgh9+vzVZ+jU6E/xA/v2jHh6NftreE7CC+wv+2v4m+DLXd3a46u6QuiQHF8blUrF14ZRU2XiGxJ7hxhCqHcPD52fFyJi936HDSq/Ocxg0Pv7itf77dC29d1LB7293NXVVEgkkpGh/qih/Z7dObVg5nhHe2vC1lXEFqRQKCMH98VHxw73Q9Ih7kYm4avTr08PbK+SSKShlbslwb9JyWQycbfg+4RMJtfj54VHZ9eXjy7u3LS8Z7fO+ro6CCEqlWpsZNDX2/Pi8X+WLZqur6szYkgfVGMjSeyQYfn1/pVDY4b7mZoYkclkBoPextFu7fK5D64crrLjmnrvQNyoof3wBlSzpo6iVtOOYMTgPi+DLi2ZO9mltT22J7U1Ndw6uKxdPvfFwwsd2rYmzlzXT2CVn3/M0IG+L4Mu/TZnUutWtkwmg0QimZoYjR7W/9mdU/NnjCPOiR87yZXUKfgqyRhGXU8QVRXmgX/W3798aNyIgTbWLbCaFloa6u1dHBfNmvAi8Dz+RqW6zgxAs0XilinRG7u79RuHdbKRFB1MfLkILiT8Ld53B51O+xEbIjmP8vvv2AWsfpClhenbJ1ca+pq76YEdCAAAtVKuW/RfEr5jA58+V9HvKUIohvCGjE6uzr8iJnlLz8g6dKL8haozJ42E5FRXsAMBAEAaynUFP3jsvLBXkQghHS2NWVNHe3XtbG5qpKqqyufzv6f+uPvg6d4j57BKOlQq9fb5/Z3aN5ocP3ziwqKSUiQSff7yDWsf3NLSLPT+Obl02tMcwA4EAIA6Ua4En5KWMXH28pjqX2SJMTE23PvnarH3WCg5fZtKNbk0NdSun93X1slBUfE0OrADAQCgTpQrwSOEhELhk9DXQU/CYj59SU7LyM8vwPrdVFdTMTYydG5t7+PlPqhfL8neTpScfYe+eQWFdDrN1NjQ073Db3Mnt6jcRxuoGexAAACoE6VL8AAAAACQnXJVsgMAAACAXECCBwAAAJogSPAAAABAEwQJHgAAAGiClOtlMw2NxykTCHiKjqI5olDpNLpMbwZis6A2qGIwVWV6ZQucdIoCJ13jJeNJh4MreAAAAKAJggQPAAAANEGQ4AEAAIAmCBI8AAAA0ARBggcANCPPwiNOnL9RxmYrfCWgTqTf53B0cM2rFv2vEfrq/d5D56Njv4hEojatbOdOHdnTszG9FweAJmzO0s1FxaX6enoDfD0lp5o790EI/blu8dhh/eq9EtAQpN/ncHRwkODl7PGzV5Pmr0UIaWmqczjcF2+jX7yN/m/HqoF9ujfodqX8YgJNjG2HgQihzWvmjRrSV9GxNA5XT+z8nvrDp0cXha8E1In0+xyODg5u0cvZjn2nEUIzJw2LeX45KuRS+7aOCKF//jut6LhqIhKJFB0CqCc2l8vmcgUCOILScrRv2bdXVwqFovCVgDqRfp/D0cHBFbycqakxO7ZzmjZuCJlMVldT9ffrGRkVm5CUhk0tKWVt3338/uOwzOw8HW1NH68uq5fM0NHWwKZ+T0nftvvY07C3pSy2bUvzyWMGTxjpRyKRsKmvImJ2HTgbERXL5fGsLMxGDPaZPXkYhUKJ+hjvN3oBNs+ydbuWrduVGhNY6wqxK/5lCyc/fPLiQ+zXpHf3fuVeUh7YLnoWHlHGZltZmE0YNWDKmEH4Pv/2PW3rrmPPX0aWsTn2NpZzpoz09+uJTcJ24KaV82Jiv96890RfT2fvtuXq6mqrNv8bERVramywYfkcb68u+Jx7twc8C4+4/SCEqUIfPtB7xaJpDAYNW1V1R7bmCGs47s1QXQ8Hfq8rOOT15n+OJCSl2ra0+Gvdb8R11nC2EleCDYuR5hwEqL4HDhvetnZRQlLKxeuBXC6vv4/ntrULVFVUiHPGxiUeP3/LyED37eNz2D4PeRExduZKhNDDK/+1drBGNZ59NW+lUYAEL2dXju8gjsZ//Y4QsjA1xEYXBvz58OkLhJC+rk5+YdHF64GJSanXT/2NEEpLzxo0bnFufgGdTtXW0ohPSF656d+09MwVi6chhMLfRI2eHiAUCpkMuoa62tdvyVt3Hc3Mzt0QMIdGpZqZGKalZyGENNRVNTXUsW3VvELMoVNXy1hsPR2tX7FrlE9KWsaAsQvzC4qoVIqWhsaXxOS1W/dnZGav/G06Qig5NX3A2IWFRSV0OlVdTeVTXOKCgG25efnTJwzF13D07I28/EIuj5/6I3PJ2r9ZrDI2hyMUipJTM2Yv3Rx2/6SRgS425879p9PSM1VVmAUFxUdOXy8pKdux4TdU45GtOcLqjntzJv3hwES8/zR5wR9CoZBOp2Zk5UxZsI44tYazlcjMxBAfzszO5fMFuj9PKGnOQYDqfuAwpy7eTkxKpdGobA732p3HGuqqm1fNJ84wdEDv4+dvZWbnvf8Q7+rsgBAKDH6BEGplZ4Vl95rPviq3oq2lviFgbsPuDvmBW/QN6HXkh3NXHyCEpowdjJUEh75GCM2fNur9swuPrx/o0tHZwdayuKQUIbRz/+nc/AI76xYRQeejQy5tXbMQIfTf8SuZ2XkIocysvP7eXYcN9I4JvRzz/PIo/z4IoYvXAxFCrR2sXz0sfwSwZulMfLjmFWLMTQzfPb0YEXz+F+0RJbNz/+n8giIDPe3Qu8ejQi6u+d8MhNCRM9dLWWUIoZ37zxQWlRgZ6L54cDo65PLYYX0RQtt2nygqLsXXYNvSIjrk0sUj2xFCiUmpHdo6RodcPn94K0KIzeGGv47C5+RwuC8Dz0SHXJ4w0g8hdOH6g4ysXFTjka05wuqOe3Mm/eHA7D58XigUGhvqYYfYz7cbcWoNZyvRq4ensb+/N/1PIBAihHauL78TUN05mJWT3yD/f6NV1wOHodNpUSGXop5d9uziihC6HRgiNoOrSysrCxOEUODjMISQSCR6+OQFQmjogF7YDDWffVVu5d7DUHn+5w0MruAbSkzsl8nz1woEAq9uHfEEb2NlHvf1+6NnL62tzF1dHC4d/ZNMLv+NFRzyBiGUnpnTd9Q8hJBAIEAICYXCt+8/+vl4+vv19PfrWcoqS/iWlvIjIyU1AyGE5aHq1LxCbJ6Rg301NdQaZgc0Ak+ev0UIjfbva25qhBCaMnZIh7aOjg7WaqoqCKGnoW8RQqOG9MGuHuZPH33u6gM2h/PqbbRPT3dsDT27daJQKF06OmOjnu4dyGSyR6e22Cixoc7IwT6G+joIoXnTRp2+dBchFBkd29+7W81HtuYIgRjpDwcm4v0nRDjEc6eOPHnhNj61hrNVUm5ewYLl20Qi0YSRfvjHo7pzMCLqU7/eXeX0TzcFdT1wmGEDe2MnQt/eXZ+/fJeXXyg5z9ABvf/+78yD4BcBi6d++Pw1PTMHITSkf3mCl+Z7VWwr+YWNqX9+SPANIib2y+jpAUXFpe3bOh76ezX+vXBg56qADXteRXxYsmYnQkhXR2ve1JGzJg9HCOXk5SOESkpZJaUs4qqKiksQQknJP1Zu2h/DeicAACAASURBVPv8ZaRIJKLTqbratd9Ur3mFGCaTIeN/2qjl5hcghIwM9bBROp3a0dVJbKrhz3uDxoYGP8srvkeoVApCCH+kSiaTiKNE+no62IChfvnmiopqP7I1RwjESH84MIVFJQghA/3yQ2OgV+k+cA1nqxiRSLRo1V9ZOfk2VhZrf5+Jl0tzDgJU9wOHYdDp2ACNVm0i8/fr9fd/Z75+S05MSg18HI4Q8ujU1tS4/FyW5ntVmq0orcYXsfLDsnthUUn7to5nD2wm1siws7a8emJnfn7Ru5jPD4LDzl19sHHnYRcne/dOLro6Wnn5hSsWT5s3baTkOmcv3fQhNqG7e4f1AbNsrCzOXL63ctO/NYdR8woBQkhPRzs3vyAjMwcb5XL5Ya/eOTpYGxvq4VMzs3KxqRlZ2T+Xqk+VBXw9mdnlm9PW1kC1HdmaIwQy0tZSLygsyfr50Ao/xJgazlax9Rw8ceVp6FsqlbL3z+UqzIoXuME5qHAtLc3atbF//yH+aXhE8PM3iHB/HtXre7VxgWfwcoZn93bODmcPbNZQr7gBnp6ZM2j8Ykd3/6hP8b26d547dRRWjj2L7e7uihA6f+0+9ow86OnLviPmLVr5F3YR8CnuG0LIqZWNnbVlcQnr2p1gse1iv3aLCY+Ha14hQAh5deuIELpw/WHqj0yE0NEz1ybMXd2lzwTsKXv3ru0RQpduPszMzhMKhXuPXEAIMRkMt47i3+/SuHrncVZOvlAoPHDiCkKIRCK5Ojui2o5szRGiqo47kF5H1zYIoSu3g4iHBlPz2UoU9TF+257jCKFlCyY5O9oRJ1V3DubmFTTkvwUqGTrQGyH0MDg8JvYrg07zI/R+U+v3amMHV/ByNmZGAHbfLyU103vobLz81cPTxoZ6dBq1uIQ1fvYqIwNd7E6vno62l0cHhNDSeZOehL5NSv7h5jteR0sjO7cAIaSpoaano40QcnVpFfH+03/HL128EVhcUmJmYiS2XQdby89fkrbsOnbo1NWXgadpNGrNKwQIoaXzJgQ/f52Tl9/Nb4qWhgZ2P3zWpGFYvYTf500MDnmdmZ3n3neCqgqzoLAEIRSwaHL9ai2wOdwufcbj6xk/oj/23LfmI1tzhKiq4y7THmlm5k8dGRzy+kdGNnZo6DQak8FgczgIoZrPVqI5Szfz+QKE0Inzt09euIMVYnUeqzsHdZtruxWFGNS3+7rtB0JfvUcI+Xh1IV501fq92tjBFbycYV/fCKHc/IK09Cz8DyFEIpFO7N0wZexgY0O9zOw8DXW1wf28bp3dpaOjiRCyamF65/y/A/t0V1dXzckrNDU2mDV5+PG967FLtH3bA7y9ujAZdC6XN3SA96ol08W2+8/mpdjVA5vD/ZGRXesKAULIwsz4zrk9A/t0V1VhFhQV21m32LBibsCiqdjUFuYmd87t6e/djUallZSWtXaw3rNlGbGNXJ0smjnGz8ezrIyjra0xc9Kw9cvLW9rUfGRrjhBVPu7pmZXuMINadXR1Orprrb1NC6FQZGpseOzf9UyV8geuNZ+tRMmpGdjAj4xs4vmO4BxUDvq6Ot092mPDQwf0Jk6q9Xu1sSNxyxpTnUAZ8ThlAgFP0VE0RxQqnUZn1j5f9disxvpBbey9CDNVxVNancBJpyjN+aRr7GQ86XBwBQ8AAAA0QZDgAQAAgCYIquQA0LCacxfxAAAFgit4AAAAoAmCBA8AAAA0Qc2rFj0AAADQTMAVPAAAANAEQYIHAAAAmiCoRQ+agozsgpdRCRQKxa2ttaGufPqIAACARg0SPGj0bj5+t3bPNQ6XhxBSVaHvWDa6V5fWig4KAAAUDCrZgcYtr7C096RtZZyKzlA11ZjPzq5SYdAUGBUAACgcPIMHjVtMfCoxuyOEikrZcYnpiooHAACUBCR40LipMKu4Uq+yEAAAmhVI8KBxa2NnYWxQ6Q331hYGti2a2nudAQCgriDBg8ZNlUnbu2aCTQtDbNTR2nTPqvEUCnywAQDNHVSyA02BUChKy8wnkUhmRtokEknR4QAAgOJBggcAAACaILiTCQAAADRBkOABAACAJggSPAAAANAEQYIHAAAAmiBI8AAAAEAT1AheNpNfWOw/KaCwuPTu2R2mxvp4edzX5H8OXoyMiaPTqB6dXJbOHW2or6vAOAEAAADl0Qiu4HfsP2duaihW+D0lY+pvm9lszqaAGcvmjfv89fu037aWlrIVEiEAAACgbJQ9wb+M+BAZHT9pVD+x8r3Hrupqax3csczXy21QX8/DO5fn5hWevRaokCABAAAAZaPUCb6Mzd286+TimSPodDqxnM3hPA1/N3xgTwajvNzIQLd3906Pnr1RRJgAAACA0lHqBH/o1A09bS1fLzex8m/JGXw+38XRhljo4miTkJTG4/N/YYAAAACAklLeSnZfElPOXH14Ys8qya7F8/KLEEL6ulrEQn09LZFIVFhUoq9b8W6xwJB3fL4AH21lbWigpdKQUYOq0RhMFVWNei8uFAhKivLkGA+QnrqWHplc/ysBVmkRn8uRYzxASjKedAKBoBROOgXR0NIjyXDS4ZQ0wQuFwg07j/ft2dnJoaUs6/memsUjJHgzfVUNplDm6ECdyfhhFSIhm1Mqr2BAnaiLZGqcwudx4NgpBEm2dyqK4KRTHHWRrlxemaWkCf76vWdfElM3BcxksdgIIS6XixBilbE5HC6DQdfWUkcI5eQXWphVvPY7J7cQIaSloUZcz8yxfX5p3KBhUCk0Q2MrRUcB6kNT20ATGSg6ClBncNI1AUqa4B8Ev+JwuUMmBxALR0xf7enmsmfLEhsrUyqVGv0pwbWNPT41OjahpaUpjUb75cECAAAASkdJE/zyeeOKWWX46PuPX/Ycvvzn2rk2lmYIISaD0dXN+crtJ6MG92IyGAihzOy8xyFvJowQb00HAAAANE9KmuBtbSyIo0UlLISQk4M13pPdwqnDx89bP3vpX+OG+7LKOEfO3tbS1Bg3HG7IAwAAAAgpbYIXQ6fRDHS1KeSKagfWVmYn/11z6PStvw9eoNGondo5zpk0RFNdVYFBAgAAAMqDxC0rUnQMAAAAAJAzpe7oBgAAAAD1AwkeNHpFJWzowRAAAMQ0jmfwAFQpOj7ljz3XYxN+UCjkvp7Oa+cN0VKHngoBAAAheAYPGq+8wtKBs/7JLSzBS3w82vy7ZrwCQwIAAOUBt+hBYxX+7gsxuyOEgl9+YpVxFRUPAAAoFUjwoLEqKGSJlQiEQqzLBAAAAJDgQWPl4mghVmKkr2VsoF3lzAAA0NxAggeNlYu9xRR/T3xUhUHb/NtwBcYDAABKBSrZgcYt4mPS6+hENRWGb1cnuHwHAAAcJHgAAACgCYJ28KARe/YmLmDnpYLCUkQmOVmbHd4yVUcD3kcAAAAIwRU8aLzSswu8J/8pEArxEksz/cAjSxUYEgAAKA+oZAcaq5PXQ4nZHSH0PS2noLhMUfEAAIBSgQQPGqu0zHzJwm+p2b8+EgAAUEKQ4EFj1bmdjVgJiUxq62CukGAAAEDZQIIHjdWEgR5mhjrEkomD3Mlk+EgDAABCUMkONGpCofCvo/dDI+NVmYxJ/l37d2+r6IgAAEBZQIIHAAAAmiBoBw8asay8on9OBL6OTlRXZQ7s1W7ykG5UKkXRQQEAgFKABA8aqzIOb8qKownJmdho3NH0nLzigJkDFBsVAAAoCaiRBBqrsIh4PLtjzt15yePzFRUPAAAoFUjwoLFKlWgHz+XxM3OKFRIMAAAoG7hFDxorO0tjsRINNaapIbxQrqkRiUTXHkVcfxRRWFLWwclq7thehrqaig4KgEYAEjxorNzb2Xh2sHse8QUv+d+UvmQySYEhgYZw+PKzv48/wIa/JGW8fP/12r8LVVXoio0KAOUHzeRAI8bj8y/ee/MqKkFNlTGwp2vX9raKjgjImUgk6jJyQ2EJC6GKn27bl44a3NtVgVEB0CjAFTxoxGhU6vhB7uMHuSs6ENBQCkvLCkvKiNkdIZT8I1dR8QDQiECCB02EQCi8fP91YOgHHl/QpZ3N1GE9VJk0bNLL9wlr/72Wk1eiocaYO673qH5uig0VSKmMy52x6phkua2lwa8PBoBGR6kTvFAoDHvzIeJ9bF5BkZoq09nR1qdHJxqtPOb0zLwHT14kpaRTKVR7a/N+3u6a6mqKDRgo0F9H7p24HooNv/3w7d2npMMbp5HJpHexyVNWHhaJEEKIxeb8sec6h8OfOKSrImMF0uk9cXteYWmlIhFiMGndOtgrKCIAGhOlbia3Y/+5JWt2k0ik3t06mhjrb9l9csXmA9ik7ykZw6eveBb2rmsn57atbc5eezRuzrrSUrZiAwaKUsLinLoRRiwJi/waFZeMENpy4BaW3XH7zz3+lbGB+vmWmp1XUCpeSkIcDu/ZmzhFRARAI6O8V/ACgeBWYOicKf5Tx5T3TUan0rbvPVNUwtJUV9177KquttbBHcsYDDpCyK2Dk//kgLPXAmdOGKzQqIFipKTnCIWiyg9q0beUbFdHy4zsQrGZi+GHYGPwMOwjqqZJxLeUnF8bCwCNkvImeAqFEnr7ALFETZWJDbA5nKfh7+ZPG4Zld4SQkYFu7+6dHj17Awm+WSnj8E7eCH0TncCk00hkkqjypXpLCwOEkLGBVnZ+pd5vNNQZvzRKUC++XZ3+Of6gyhzf0kL/l4cDQOOjvAkex+Pxyji8mNiEvceu9vFy01RXjf3ync/nuzjaEGdzcbS5+yicx+fTqI3gnwKyEwiFM1Yfe/vhW5VTdbXU2jpYIIRWzxk4eskBYu6fN97nF4UIZNDS3IBGpfIE4n0PO7Q08fFwUkhIADQuSv0MHnPo9K0eg+fOD9hpZ22+MWA6QigvvwghpK+rRZxNX09LJBIVFpUoJkrwy4VFfKkuuyOE8gpLo+NTEUJtW1me3DbDylRflckwNtDeuHjohIEevzBMUE/ZuUWS2b1bR7uTf85g0GkKCQmAxqURXOwO9evRuX3rN5GxR8/fOXru7uxJQ6RfdvbKfWwODx8d7dfRwUy1AWIEtdDQ1tc3alHvxflcTsq3j2KFbyPja17q1es3WqQchJABA/23rBde/i0ust6RNEMWts5USv0TalZ6UmlRXj0WfBqZLFmoSuHnp30WfwkBqIqGtoG+kUW9F+dxOakSJx34NVrYulAocsjOjSDBmxjpmxjpd2rnyOPzT12+P23cAG0tdYRQTn6hhZkRPltObiFCSEujUku5TUsnEO/NqqkyGYxG8C83PaTqqktJh0qnt7BrK1bonEdHN97XsFTUt5L3idGONqYDe7W79jDiY3xqQmoOl8vX1lSZMaLHYO/2soTUfFDIMt3n0zdqoVdVmnkQ+mHfmcdFJSxrC8Ol0/s/Co35kpRhaqgzyq/zi3cJbz58I1V1f9GtvbPkJ6FWqRn5Z26Fp6TntjQ3nOjf1VBXoz7/SWMj40lHo1Vx0oFfQ8aTDqe8XdWWstipPzItLYyZjPIqUcGhEf/7499Hl3epq6l4Dpo3f9qwSSP74fOv2X74Y9y3a8e2KChe8KuxyridRqwTCIRVTiWRKurcUcgkgVAkNsOc0b0WTfJt2BBBNU7dCNty8DY+SjxYZDJJKHGwMJpqKqEXVtHrWMkmMSV7+KJ/WWVcbFRbXfX6/oUmBvBSItD0Ke8z+JS0jNGz/nj45DVeEvMpQVWVoaWpzmQwuro5X7n9hM3hYJMys/Meh7zx6d5JQcECBTh9O7y67I4QIt65kczuCKEjV0IaJCwghV2nAomjIpEI/TxEYtmdSiGrMRkMBq1tqxY3/1tU1+yOENp/7jGe3RFCBSWsw5ee1SdoABob5b1f7WBr2cHF4c99Z3MLiqwtTCOi485cDZw/bRhWSX7h1OHj562fvfSvccN9WWWcI2dva2lqjBveR9FRg18nOrbyM1oRqtMtSR6fz+Xy6XTlPQWasDJCxi1XzbHjC4QPjiw2N9ap97a+JmeKlXxJyqj32gBoRJT3241EIu3e9Nve45fPXg7MLyoxNzVYsXDCiEHlVaWsrcyO7lr1z4ELq7YeotEo7h2cl84do6kOFeiaEdsWho9ffqoYlya7E34EUClkyO6KQqfRODxe7fMhRKdRjfTr88j8w5e0G0Fvi0rYkndvzE10BULhjaDI19GJqir0Qb1cXR0t67EJAJSc8j6DB6BmBcVl3cdt5vLEW1JJIpEQ4YZ9eZLv07XN7tXjGzA+UL21u69eevBGmjmnDev++/T+dV1/YGjMos1nq5xEQujQxinn774KJvw63Pzb8GG+Heu6FQCUHGXN6hWKjgGA+mAyaD3cWr2OSixhsek0quSDdoeWxnQa1a2tzfzxPhwur7CULeILRAgxGfRBvVz//H0kiSRTNWNQbz27tC4oYiWkZAmFIhUmjccXEKeaGupoaaiYGepOGeY5e3RPct1rFE9ffbyEReyQuNLzGzaH9/jFJ+L8b2MSpw3vAZ8H0MTAFTxoCmITf/jP3SN2l37rkhH+Ph0UFBGQ1tz1p4gX0wghc2OdoOPL673CwpIytxHra5ihhYlecrr4G+WDji+X5Uk/AEoInkGCpsDEQFvyGfzLqIR3scmO1ib9erS99TgyPjH9Q2I6m83R01ZfNNG3s4t1lasqKGFduvc6JT23pYXhUO8OQS8+xsSn6mqqDfXtaGGi2+D/SfNjaqglVsKk09bvu6HGZPj1bPshLu3Sg1ccrqCXe6vFE6WqRaupxtRQY9bwSiFjA02xBE+lUgx01esRPADKDK7gQRMxYtHemPhUfJSE8IZXiE6jSj6qXzV3kGSftRnZBcMW7M0tLJFckE6jHt0yrVOblg0Qe7P2OTF91G/7OVxinbvyO+rE9vEIIXtL41sHFkuzzn9OBB68+ERsbRgSQntWTwjYeam0jIMXdnW1O7plmgz/BADKSHnbwQMgPQ6XF1+57RPxgXyVFfF2HrkvWfjvmSA8u4styOXxtx64LbkIkFEra5Mjm6d2atNSW13V0gx7TVx5PhZ7PWD894xHoVJ1nrpwgs//pva1NNPX1VIzMax030WE0N1n74nZHSH08Wua2LYAaAIgwYOmIDE1m8OpvTo9EZvL43LFF/mU8KOGReKSMmroWgfUW6c2LU//Nevl5bVjB7jXPOfziM/SrJBCIc8Y4RV4ZGn4hTXa6ipiU2MljnJBMetHVoH0AQPQKMAz+GYtLTP/ztP3hUUsVydLb3cnyVrEz9/Gv4z6qqbC6NPN2aaFoUKCrNmzN3GvoxPIJHJdO94mk8l0OjUwNObsrRccHr+vZxvPTg5ZuTU9sdLT1qBQ4DdxAzLUq6XJ+/cfOUKhkEwms9jsTf/d+ZyQZmqkt3xG/z2nH714/0XAF6mrMwx1NEf2cxvc2xVbxEhfMzaxUkYvLBZ/PE+hkPW04Rk8aGrgGXzz9SoqYdYfJ/C37fl2bbN71Thijl+398aFuy+xYRqVujNglG9XZwUEWr01u69e/tmcmkQmiarpw5xU+Y49pktbG0szvYv3XlexQDUWTvCZO7Z3fQIF0ikuZQ+eu+vnxXTVfROaGGhf+Xdh74lb2BI3YIj6dnfetWIcQujGo4iAvy/XvF33djbHt86od9gAKCe4HGm+Nuy/SXyX7sOwD09fVdz/jI5PwbM7QojH5/+x50Z1bwFRiHex3y8TOkuRzO562uo0KrVdqxZLp/s52ZpRqGQyiYQQolDIHu3tdq0eU3N211BT+X1a/87O1nQa1dhAe/HkPrNG92yIfwTgNNSYRzdP8+rcSpVJ09NWp1Z1vyQ9u2D0b/sqsrsIVfX7DT0IiUnLLEAIRcZ+F58msUh8UgY8gwdND9yib6ZYZdzElGyxwpgvqT27OGLDHwg10jH5RaVpmfnK01TsQ3xapXGJ6z1vj9brFwzFhqcN8xRbPDA0pubu63W0VKcN7z5teHd5BAuk1dLc4MD6yaiavg0wGTmE5+UkVN1RDH79acJAjxiJT7LkIrkFpenZhaaG8Io50KRAgm+mmAyamgq9hFWpLrG+jnqVwxgyiaSjpfYrgpOOvk7lYCS+5E2NKv0WEQqF+84Fv45K1NNVWzzRt6WFYc2P7UvLOGw2l8mkyyVaUFd62urVHSAmncbjCaqehhMhK1M9VNUnWRKFTNbWlPNn+9mbuOjPKbraqv17tNWR98oBkAbcom+myGTSkMq9vGmrq3q7t8ZHu7S1U1NlEGdo39pSvXKJYrm3t1OtPvtSqZSR/Trjo0KhsMfErfvOBr35kPggJKbfjL+/fs9g1viymdz8EreRG7NrrHYHGo6hrqZnR3vJchKJNH6weAcGkhgMmntbO4RQn65tap25X3cXVSatHkFWSSQSLdh4Ztba4/vOBW3cf6vvtB1itfwA+DUgwTdfv0/tN8XfU0ONSSGT2zpYHNw0xVCvok+x1My80srX99/ScpTqOWXyj1wWu9JbR8lkMnbJp6OpenD9ZB2NircLbjtyLzu3GB8ViUSr/7nGIbaPr+o/4/B41b2zBPwCfy0bPbi3K5NOw+t+qqrQtywZsWiC74wRXjQqBSH085iLE4kQm8tDCH2UaBRHIpHcXGw6O1tTKGQ1Vcao/m7rF/jLMezA0JhH4R/w0cKSsvV7b8hx/QBICW7RN18MOm35TL/lM/24PD6dJv5JiBJ72zpCuQUlaZn55sbK8gw+OjZFrEQoFAYdW6avoy55Xz0yJkmshMXmVnoGT0IIIQqFLNbS/atETQXwy2hrqG5fOmrrkpFCoZBKpZSw2OqqTGzS/6b2/d/UviUs9o1HkZsO3BJfUoS4PN7nxB8d27SU/CS7udic2DYdIcTj86kUitzfMRP9WfyT+fHLDz5fQKVS5LshAGoGCR4gyeyOENLWUkWoUs01EomkRbgmrk5sQtqr6G+qTJqXm6OhrqY8A60yQgIKmayrXUV2Rwhpaor3dkIiVXHRTqdSyioneDX53bkF9UMmk8hkCkIIz+4IIZFI9OxN3NfkzIzsqjqoISEkQtiTb12JiiM6muWfHBq1Qb4AtTTFP5kaaozmlt1FItHT13EJKZlmhtq93Z2q/JJBCLHYvEdhH3Lyi1tZm3Ztb4sVnroRFvbui4GOxoIJPkZ6Dfgd0uRBggdVc29na6CjkZ1fcVu7p5ujhhqzhkUQQnvPBO09G4QNq6ne27tmgns72waK0MPVTk9LndizbG/31qoqVT+VnzSk24vIL8SM7mRj9uV7JodX0VCQhEg+XZ1vBUcSFxzs016+YQPZ8fj8GatPvIz6io1SyGSBkPizTIQQydnBvKW5AUJoYC/X0MgvxMUH9XJt0PB8u7Y5cD64jNAGtaG3qGx4fP60VcdeRydio1Zm+md3ztbTEq/tmJqRP+73A5k5hdiot4fTrhVj+87YmZqRh5Vce/R239pJPd1a/bLImxh4HzyoGpNBc2trE5vwIyu3iEql9PV02bB4KJNe0+Vs3Lf0JdvO46M8nuBlVMJk/24N9JptFSa9s4v1p69p2XnFVCrFr0fbdQv8q4vQykyfQqVGfvyGNeV3sDY5umnqoctPxWZbMXNAEavse2quCCESmTTQq93auUMaInggi9M3wy/cq+ikQSQSaWuqsjk8EolEQohCpnh2tP/r91Ea6ioIoVbWJmpqjA9xqRwuX09LfcUsvwE92zVoeDqaak52FjFxKQXFLAadNmZAl6VT+zWrPhBP3gi7dL+ik4mCYlZBEas3oQ4vZvnOS8TmuIkp2R8T0mLiKkpEIvT8bdyMkV4NHG+TBVfwoFpOtmaXd88vYXEYdIo0NzPfSzzszMwp/JFVYGbUUK/ZdrY3v/rvAikjnDPaa85or7TMAgM9dTqVGvzyExKKN657EBq9f+0khFBSWraVmUEDhQ1k9O6TeN81muoqQceXM+gUHl9EJiEmo9LvvCn+nlP8PQuKWdpSPGOSC88Odg+OLC0qYaup0inkZpTaMe8+ih+giI9J0swW8zlNrKSopIzL59Mb5mFKkwd7rVkrZXFCIuIKi1jtHC1bWZtUOY/0TeM01cVv4JNIJPXa7urLrk6N98yMyjszMdbXrJTdRQiRkK5WeV/okN2VmeSjIk01JvYxqOZRL0IISZnduTz+87dxmblFrW3M2jm2kCHMKs6IZkJD4h/XrOp7QF2NWVDMIpYwGeLHj0wiiWV3Lo8f8iYuK6+ota1Zu1YtXsckfknKMDXU7d7RvlndJpEGJPjm60tSxrRVx7Lyytt5Tx/eY+m0frKs0K2tra6WWl5hKV7Srb2tlsS7vJREa1tzJoNW0VkvCZFJpBF9Oyo0KCCVvt1drgS+IZb095LPXfes3MIJyw9/T8vBRgf2bPfn76Ma6BlTE9bP0+Xaw7fEkv5ebSVn8+vR9uDFJ/gojUodM9B957FK73G2a2lMHM3MKZyw/FDyj1xs1EhfMzOn/BvMoaXJyT9naKv/ops0jQI8g2++5q47mZha0QYs8tP3zm2tZbmdrsKkt3eyeh+bnF9YihDq2cVx85IRNfRFo1gCofDktVAO4YUlZDJl3EAPTWX9RQJwLUz0DHQ13n36zuHy6TTqlKGec8b0kksaXvnPVeLN5PikDCszA4fKOQbUytJUT19HHT9AU4d1nz26igPUsY1VYXHZp4QfIpFIT0t93cIhY/y6cLj895+TsS43rEz1z+6YQ3zgsmLnFeIDGmJfHbkFJUUlZT3dHBv4n2tM4G1yzRSbw+sw9I/KdY/l9ra07PxiFQZdqbq9k5SQnOU382+xZ/B/LRs9sIFrYAF5EQiF2blFejrqcmzt1m3MppyCEmLJyH6dNywcKq/1NytSHiAuj59XUGKop4X3WSQUCj99/WFuoqetIf5r22P0RuI9QjFWZvoPjiyVPfImA55YNFM0KoVGE2+Yq6oin5RsoKOh5NkdIaSqQpfs6lxNWe83AEkUMtnYQFu+9mBe2wAAIABJREFUbdklO1FQ2ltQyk/KA4S9rZHYI+GzN/GXA1+fv/uKXbmrSoSQSo2HAw6WGEjwzRSFQu7pVqnVCpNB69HJQVHx/HomBtrO9ubEEj0t9fbOVgoKBygFyY7rvT2cFBJJszVi0d45605cvPd698kHnUasj/pcqaa9Z4eavqN8PZ0bOLpGBhJ88/XHgsG9upTneH1t9R3LRmMdgzQf/6wY1761JTbcwlTv37UToIZOM7doku8Q7w7Y02INNeaGhf4d27RUdFDNyIHzwcTX+/L4grnrTxNnyC8Svz/PoFEQQhQyeewA9xkjevyCIBsReAbf3OUXleYXsixN9ZptC5Os3EIOV2BmpFPda0tAc1NUws7OK2xhqtdAfdmC6oxctC86vlJP/iSEYm5voVLLv526jt5E7LwSITSiX+dJg7saG2gr/2PBXw8+vs2djqZaM39ZNfEdegAghDTVmc22Cbti0SXf4EwiETsKotOpld4RhZAKg2ZrafQrgmuEmulFGwAAAGUzxKeDWIm5sS6ZkOE9O9iJ1Y3t1QXaxVVLqa/guVzegZM37jwKz80vNDHSG+3vM26oD96YMu5r8j8HL0bGxNFpVI9OLkvnjjbUV5Y3mQIAAKir4b4dX0cl3nryDolECCFdLbUTW2cQZ2BJ1KtnscRLAE6pn8Ev27A/7E3UrIlDLM2Moz8lnLp0f8oYv7lThiKEvqdkjJ37h52VxdhhPmw298i5OyKR8MKBjWoN3zEqAACAhpObXxISEW9lpu8q0VVw93Fb8M43MWMHuK+dN/gXRteYKO8VfOqPzEfPXm8KmOnn44EQ6uHhymDQjp27O33cQDqdtvfYVV1trYM7ljEYdISQWwcn/8kBZ68FzpwARxoAABoxPR11f+9qXtMs0R0emQJ1Y6ulvM/gRSI0fdzArm4ueEnLFiYcLreYVcbmcJ6Gvxs+sCeW3RFCRga6vbt3evTsTTUrAwAA0Oh5dRZvB9+jEzyDr5byJngLM6N5U4dpa6rjJaGvog31dXS1NL4lZ/D5fBdHG+L8Lo42CUlpPD5fYk0AAACagmXT/bq2t8WGaVTqokm+nh3sFBuSMlPeW/RiQl5G3QoMXbNkColEyssvQgjp61Zq3aSvpyUSiQqLSvR1tfHC6w9e8AUCfNTZztRID14logB0hqqaev1bowmEgqL8LDnGA6SnpWNEluGN5qziAg63TI7xACkxGGqq6pr1Xlwg5BflZ9c+3y+3Y4lfUlpebmFpSzM9XS3V/Nx0RUckfzKedLjGkeBjv3wP2LTf18ttqF/dOipisdk8fsX7VPgCnlAAnRUrgkhY+zw1LS4SEn6ogV9KJNPSQpEAjp1CiESy7XYRUtoD18JYq4WxFkLKG6GSaAQJ/ntKxrzlO9o4WG9YNg0r0dZSRwjl5BdamFX0b5CTW4gQ0tKo1GfLuCE9f2GkoKFQKFQ9Q/Pa5wPKR11TT4bLSKAwcNI1Acr7DB6TkZU7a9mfJkZ6f29YiFeps7EypVKp0Z8SiHNGxya0tDSl0WhVrQYAAABoXpQ6wecXFs9ZtkNNVWXf9qXqahXPzpkMRlc35yu3n7A5HKwkMzvvccgbn+6dFBQpAAAAoFyUt6MbFoszfcmWr0lpqxZPItab69jWgcGgJyaljZ+33t66xbjhvqwyzpGzt/l8wcXDGzXhbWAAAACAMif4yJj4jX8flyw/tDPAQFcLIZSYlHbi4r3PX5OpFLKrs/3kMQMMdOGtIQAAAABCypzgAQAAAFBvSv0MHgAAAAD1I+cELxKJ8gqKC4pKhULZGs8CAABoloRC0Y+sAlYZvCZOVnJoB8/l8q7cC8vIzl8yw5/D4S/ZeBQhxGTQ3Nu3GuHXTVWFIfsmAAAANAcPnkdv2n8rp6CERCIN6uW6boG/CgMaP9eTrFfwfL7gr4PXHodFW1ua4IVD+nTx7tbu5bu4Lfsuszk8GTcBAACgOficmL7sr0s5BSUIIZFIdPNx5F9H7ik6qEZM1gQfFBaVlJYdMG/4EN8ueGFrW4vh/buuWzw2N7/owdMIGTcBAACgOXj88iOXV+mFYQ+eRysqmCZA1gQf+uZTL3dnOytTyUlGBtreXdu9eh8v4yYAAAA0B6WlHLESFpsrEMr2JotmTNYEn56VZ29tho9SqeSBvTvramtgoy0tjLJyCmTcBAAAgOagQxsrsRJXR0uKPN6r1jzJuuMoZJKA8D4fKpUyrL+Hvm75yyV4fB6VCscGAABA7Xq7O/n7dMBHDXU1184brMB4GjtZa9Gbm+hHf/7euZ1DlVPff0pqYWog4yYAAAA0E1uXjBjRt3N0XIqetnrvLq1VVeAF3/Una4Lv6e5y7NKjDs62rk7WYpMiYr6+iPw8Y4yvjJsAAADQfLRvbdm+taWio2gKZE3w3Tq1/hD/fc/xWx4dHDu3tTfS10YIZeYUvHofHx4R28XVwaODozziBAAAAEAdyKEveqFQFBwWfffJm/zCErxQR0vdr2enXl1dyGSSjOsHAAAAQF3J7WUzIpEoIzs/J78YIaSvo2FsoEMiQWoHAAAAFEM+CV4oFBaVlKmpMGg0OfR9CwAAAAAZySEf3w1+c/fxGxabS6GQu3VqPW6IFx3SPAAAAKBQsmbi568/Xr4b1rubS2vbFulZ+bcfvyIh0uQRveUSHAAAAADqR9YEHxT63rOz0wT/XtiolobqicuPRw/szmTC+38AAAAAhZG1m7m0zDxnhxb4aJtWlgKhMCMnX8bVAgAAAEAWcnhdLJNR8cZ3FToDIcTlwitiAQAAAEWCjuIBAACAJkgO1d2LSlg5eeVt7dgcLkKosLgUL0EI4e+eAQAAAMCvIWs7+Mn/21XrPCd2LpZlEwAAAACoK1kT/LuPibXOI/keGgAAAAA0KLl1VQsAAAAA5QGV7AAAAIAmSNZKdnkFxbXOo6utIeNWAAAAAFAnsib4JRuP1joPVLIDAAAAfjE5NJOjkMmtbM1cnWz0dKA5HAAAAKAUZK1kl56VF/72c3hkbG5+cUtzQ/cOrd3a22upq8orPgAAAADUg3xq0YtEorjEtPCIz2+i4tkcnksrS4+Ojq5ONvDeWAAAAEAh5NxMjsvjR31KDHsbG/P5O51O6eRi79HRsZWNuRw3AQAAAIBaNVQ7+NIyzq2HL4PCogQCIVSyAwCApopVxuELBJr1fTLL4/GLSsr0dOrf2Conr0hbU41KpdRv8YKiUgadpsKk129xVhmHJxDU+8E0jy8oKmbJ8u/XQM7t4EUiUXxi2vHLQcu3HA8MeWdraTJtlI98NwEAAEB5BIW9P3v9Wb0XT0rL2rDrvCwBBGw/mZVTUO/Fj1wIDI+IrffiweHRZ649rffiyWnZ6/45V+/Faya3Z+TZuYVhEbHhEbFZOYV6Ohre3dp17ehooKclr/UDAAAAQHqyJnhWGfdNdHz429i4xDQGndrB2W7KCG8Ha3MymSSX+AAAAABQD7Im+EXrD/H5fDsr09GDuru0sqTTaEiiezt4XSwAAADwi8ma4Hk8PkIo/tuP+G8/Ltyqeh6oZAcAAAD8YvC6WAAAAPVXUFTK5wvqfaeWzeFl5xZYmBrUO4DvaVmmhrq0+na7kpldoKLK0FRTqd/iBcWlPC6/3hXOOFx+Vk6+LP9+DeB1sQAAAEATBK+LBQAAAJogSPAAAABAEwR9xQMAAKgPLpd34OSNO4/Cc/MLTYz0Rvv7jBvqQyJJ20ZaIBCcufrw6p2naenZOprqfXq5zZ82oh49yuUXFvtPCigsLr17doepsb6US+07dvXI2dvEkmEDvFb/Nln67Wbl5P194GLY6+gyNsfWymLKmH59enaRctkVm/97EPxKsvzd4xPSB1ArSPAAAADqY/W2w2FvomZNHGJpZhz9KWH3wYtFRSVzpwyVcvGd/52/fOvJ+OF92jnZff+RcejUzczs/B3r5tc1jB37z5mbGhbGfavTUmkZ2fY2Fgunj8RLjA10pF+8sLhk8sLNaqoq/5szRltDPfRNdMCmA6Wl7KEDvKRZfMoovwE+3YglG/8+juTdfQwkeAAAAHWWnJrx6NnrTQEz/Xw8EEI9PFwZDNqxc3dnTRxModTeLbxAILgVGDpniv/UMQOwEjqVtn3vmVIWW02VKX0YLyM+REbHL5k9atmG/XWKPys738bKrGtn5zothTty5jaVSj25Z7WqKhMh5NWtvVAkOn0lUMoEb2/bwp4wGvY6JjM7b82SKfULpjpyS/DPXsa4tWvFZNLktUIAAABKSyRC08cN7Ormgpe0bGHC4XLZHJ6aau0JnkKhhN4+QCypU17HlLG5m3edXDxzBJ1e5xv7aRk5bZ3sEEJcLo9Or1vmEolEdx+Fz540RFWVKRKJeDw+nU5bW9/0LBKJ9h+/am5qMKhPt9rnrgu5Jfjjlx+fu/msczsHz06t7a3N5LVaAAAASsjSwnje1GHEktBX0Yb6OqoqjDqth8fjlXF4MbEJe49d7ePlVqc0f+jUDT1tLV8vt5CXUXXaqEAgzMrJj4lN6Dt6SWZ2npGB7pzJ/oP7ekq5eFp6dn5hsU1Ls41/n7gf/KKsjGNtZbZw6vAeXV3rFAbmWdi7T/FJGwNm1PuFeNWRW4LfHjDpRWRceGTs89cfjQ10urs5efyfvbuMb+pqAwD+xNs0dXd3WloKFHd3lwEb7i/DBt2QYYMBHWMMGGzYcFmR4u7uhbZYhbpLGk+avB8CaZpU0iY0wvP/9UNzcs+9T3Jz8uTee+45EYEWZiaaWj9CCCGddevBy9iLd5bMHad6Jzupv/fFSju7tW4esjJqouoV3yen74+5tGfTorpuEQB4fEGAjxuVSp47dbgpg3H28t1l63cSicS+3VqrUj2/qAQAlkfvDvBxX7NoGoglMWevz176x4YV/+vYOqJOkYjF4r/2nnB3dejZSdUOeqrTWIK3t7Uc0L1F/26R71Oz7z9NPHv18bGzd8OCPds1Cw4N9CSR8H48hBAyTInvP0at2tqtQ+Sg3u3rWndQ7/bNmwQ9fpa489CZnQfPTv1ugCq1xGLxit929+jYPNjfs+7xggnd6MBfy2QPWzYNLmNztv17QsUEL+ALASAi1P/n+eOlJe1ahc2Iiv59+9G6JvjLNx+9S0r/dfFUVTou1JWGO9kRCAQ/Tyc/T6cR/dqfufLo/M2nz18nmzHoXdo27t2xGaZ5hBAyMB/Tc2YsjG7k77ViwYR6VHe0t3G0t2kWFigUifYeOz9xdF+yCqku9uKd98kZq6Imczg8ABAIBADA4fL4fAGNVufr8QDQvUPkrfsvCopLbSxrH3TWyJgGAMP6d5aVEAiEft3b/vjLtuLSMktzUxU3Wl5evn3vKT9v167tm9cj5lppOMFLJBLpEfyjF+84PH5ogEeLJgHZecXnrz/hsPkj+rfT7OYQQghpUU5e4ZQF6xztrTesmFWnzMpiczOz89xdHYxon67ZhwR57zlyrozFUSVBXrrxkC8QDBgbJV84dOLitpGhm1bPrbU6jyfIyM5zd7GnUD51ryOSCACg4tl+V2c75UKhqBwAVPl1InPh2sOUtOwNK/5HJH6Ro1+NJficvOJ7z97ce5pYUMS0szHv0TGiTdNA2X6yt7E4cek+JniEEDIYxaVl0xZEm9CNt6ydz6jjZC0fM3JGT1++/IcJ/T53bXuVkESn00wZdFWqz50ysmw0R/bwRfz7Tf8cW7d0ure7Sl28C4pKh05cvP7nGV3aNZOWXLr+yMXJztpCpSlzrMzNwoJ9Dx6/tHLhJGmJUCT67/Q1Xy9XFeMHAJGofNveE4G+7h1aNVGxSl1pLMFHrf2XRiU3a+zXbmSwr6eTwu8gZwdrd6cqfvIghBDSR2w2b8bC6Myc/EWzv4t/UzHITGSTQDK59swS5OcREeq/bsuBwhKml6vT07i3+2MuzpwwWMUjYB8vF/mHTBYHAIL9vVQcyc7Z0SY8xG9F9K7s3EIXJ9vLNx9fv/usTmPszJs+cvzs1Ww2t1eXljy+4FjstYS3qVvWzlN9Dacv3cnIyt+8Zl49OgmqSGOzyeF98Agh9PV4Gvd23eYDyuW7Nv6k4q1uXC7/8KkrDx6/Li3j2Ntb9unSqt6XoqXBbF4zx9Za1dHoOBzegROXHjx+zebw3V0dhvbt0DQssE4bTUrNPHzySuK7VCCAn5fbsAGdArzdVawrFov/99PvlhaMVVFT6rTROtHwdLEcLp/HFygUWlmo2uPgSxMJeOXlIm1H8TUikSlkSt3ujlXA57I0FQyqE5oxQ53q2Oi0Rf1Gh/Sdxk7Rl7I42/adT/yQrvzUnt9ma2orapJIJBKJWNtRfI0kEonaa8Adp5ew0WmL+o0O6TuNJfijp28nfkhv5O+WW1Bqb2PepXVY4of0By/ejRnYQVObQAghhJCKNJbg4xJT+3WNHNSj5Z3HCdfvxYUFe4UFe/EEwhcJKU1DfTW1FYQQQgipQmP33rE4PE8XOwCwszbPL/p0XT80wOPpq/ea2gRCCCGEVKSxBG9jafoxKx8AHOwsmSxOGZsLAEJhuUBYrqlNGJgHT14dOXGRy+drOxCEEEIGSGMJvkV4wNlrT94kZZgx6LbW5icvPsjMKbx8+7mXq72mNmFgxs/6ed7SDVdvPqp1SZeQ7i4h3Q/GnG+AqL5mrXuNbd1rbOzFm9oOBCGENEBj1+D7dmmWnlNQXl4OAIO6t9x+8MLVuy+NaJT5kwdpahMGJmbPbx8zsrq21/wMQqh+PqZnAwCLxal1ST3lEtIdANYtm/3N4J7ajgUh9MVpLMFTqZTZ4/tJb8xoGRHg6WqfX8z0cLEzreP4hV+PQD/PQL/6zIOEEEII1Upjp+iv34srLi2TDbnnYGcZ4u/+lWf3tZt2u4R0P3nu+pzF0T5N+zVqO2TZum18vlD6rMKJ94/p2dPm/xLUapBnk14d+0/adfBUlbexFhczm3b+xiWk+5jpiyUSicJKDsacl5bIb6K6AAwVi81ZsnpL087fuIb2CG03bN7SDcUlZdKnan67pIRC0YJlv/s26x/UatDSX/+Sf7tq3kcpHzMnz1kZ2HKgR3ivbkOmnTh7XfaUdCt7DsXOW7rBp2nfFt2/ffI8/s371MFj53mE92rV87srNx7IL1nDLnv49NXISVF+zft7hPfq0G/Slp1HpafNao7wZfw72ctcsGyjwkv+CnG4vN//2t9/zJw2vcf1GvG/NX/sLGWypU8pXKmJvXhTWgIAv/+1v3Wvsf1Gz5bt90fPXkmfTU7N0MbrQKgmGjuC/zfm2r8x4Opk2zjQo3GQp7ebwxeaHkfv/LZ1X2Z2Lt3YqKSkbMe+EywWN3rFHIVl0jNz+nwzq7iESSaTzE1N3yenLV2zNSc3/6c5ExWW/GHZ7zl5hU4OtptWL1RxBGNVAjAks6LWXbpxHwBsrCyLS5lHTlxMTs04sXeDitX/3huTnZtPNzYqKWXtOnCSzeH+tmIu1LaP0jKy+3wzq5TJolLJDBPjhLfJ/4v6tbCoeOKYiktUOw+cLCouFQhFGVm5c5du4HC4PD5fLJakZeRMnf/L3fP/2ttaSZesbpfde/xyxMQosVhsRKOaMkw+pKSt2bgzN79wRdS0miOkkMnOjnaZ2XkAYMqgm5mqNTidAZi54FfZhyQ9Mzcu/t2jp/HSD4nClRoWiyMtAYAOrZv+tnXfx/TsF6/fhYf4A8Cp8zc/pmcH+Hp4ebhUvSWEtEdjOXjT8snTRvdwd7a9+yTxlz+Pzvr5720Hzj98/obN5WlqE3qKzxc8uLg/7taxMcN6A8DhExdy8goVlvlt677iEqattcWds7tf3jqyZN4kANix/wSbw5VfbP+xcxeu3SOTSdt/W2yp8gDAqgRgSK7deQQAMycMf3Hz8NUT21o0DfH3cS9jsVWsLhSK5N+uIycuSt+umvfRb1v3lzJZ9rZW9y/si7t17JvBPQDg1z/2MMsqtuvj6Rp36+iRHWsBIDk1I6JxYNytY4f+WQMAPL7g3qOXsiWr22W5eUW9urQe3LfLqzvHXt0+Nnxgd2mE0lo1RBjk7/Xw0j7pYkvmT5b9/9Wq34ckPDTAw9URAC5evQsAEonk0vX7ADCoT6cvHzJCdaaxBG/GoEeGB0wc0e33pRPXLPh2cM9WEolkx5ErM5ds19Qm9NSw/l3tbCyJROKMCcOlJc/iEhWWuX77CQCMGNjDxckeAMZ9M+Dk3g2vbv9nQq+4xpGUmrFs7TYAWDJvUnhogGYDMCTeHi4AcPnmg6MnL0kkkqM71/269HtThomK1at7u2reRzfuPAGA4QO629taEYnEmRNHAACPz3/4JE625o5tmpFIpBZNQ6QP27aMIBKJrZo1lj7k8ni1xjCwd8dtvy1evXhmUkrm+at30zNyAED2K1CVTxGSqveHZFCfzgBw4dp9AHj95kN2bgEADOiFCR7pIo2dopcSlZcnf8xJTMp4m5SRlJZtTKUEh/hodhN6x+bz7EZ2NtbSf5hMxXlTCotLAMDe7tMCVCq5aXiwwjLb9/wHAMZGRkP7d9N4AIZk22+LolZsevj09dwlvwGAlaX5jPHDpowdomL16t6umveR9Fm7z+fYHexsP5eXypYhk0kAILuwQiQS5B+qEkNqWtZPqzbffvBMIpFQqWQrC3P5Wqp8ipBUvT8kA3t32vDX/g8pacmpGRev3gOAVs0aOznYfvGIEao7jSX4CzefJbxPe5uUUS6W+Lo7Bvm7De/bxs3J7svNdKsvcj+fD8/NL5D+Y6F0dt3a0qKwuCQn99MCAoHo7sPngf5eDp+/rAGAQiGRSRQuj/fDzxu2b1giX50v+DSDH6fyKX3VAzAkvl7uMXt+Ky5mPn/15sK1uwdjLqz87Z/QYL+WzUKlC9T17TI3N4Xa9pH0WVndnLx86T/WlpVysIqq22VT5696nZjUrmXE8qgp3h6u+4+d+2nVn7JaqnyKkFS9PySe7s5hjfxevH53497Ta7cfA56fRzpMY6foD8fein+X1qJJwC/zxyycPqRv5+buzvaY3QEg5szVvIJisVi8bc9/AEAgEMJDFGcd7tCmKQAcPnEpIysXAHbuPz5m+uIW3cfIX8GdPXX0+uWzAeDs5Tt7DsVKC6Xf+/+dulJYVJKRlVvlYDiqBGAwsnML+o2eHdhy4MuEd53aNZ8+/tMpbuk17Pq9XU1CA6G2fdSudRMAOHrqUm5+kVgs3rzjMAAY0WiRTUPr8Sqq22UJb1MAIDjA29fLvYzFOX7mmnytWj9F0vZYVqZqdwRDpeaHZFDfLgBw6dq9V4kfaFRK725tGzZ8hFSlsSP4mWN7x79Ne/0u7eaD13Y2FiH+7o383QN9XI1oFE1tQk/x+IIW3UdLe2UDwOihvWSdpWXmzxhz7fajgqLiNr3HmZuaSs+1TvlusJlpxUVBW2vLAb063nv04mDMhRXR25s3aRTk79W3W7t9R8++jH/XuP1wAAgL8a9fAAbDwc6aSiGXsTijpy6yt7WSniG3trTo0CoCAFR5uygUsvzbNXJQd+nbVfM++mHGt9duPcrNL2rZY4ysbtT3Y+X3oOqq22XhoQFPXyT8tfvokZMXy1gsZ8dKw0TW+iny93F/8z519cZdf++NeXBxH4Wi4St0+kLND0m/Hu2Wrd125+ELAOjaoYXq3TsQamAaO4JvGuL73ZDO638aF71ofN/OzXh8waHYWzOXblu3LUZTm9BT308e2btrWy6Xb2FhOvm7wcsXTldextXZ4czBTX27t6MbG5Uwy3y93Fb8OD3q+/HKSy6Pmu7n7SYQiKbMW8XmcJfMnzS4bxcjGs3M1GTWpJEjB1UxQpkqARgMAoGwZ/OKcd/0d7Czzs0vMmWY9O/ZIfbARktLMwBQ5e2aPWXUoN5deDyhmanJhNEDV/44U1pe8z5yc3E8c3BTry5tKGQKi80N8vfatHqB/D1ydVLdLtuyNqpLhxZGNKpAIBzUp8uiuZXuoqz1U/T7L/NDAn0BgMcXZOfm1y82A6Dmh8TGyrJdqybS/6V97hDSTQQBl6nZNQqEovcpWW8+ZLxLyUxOy6GSyVt+mabZTdSbkM8tL2+4YV7Wbtr95z+HtTgyqO4MTUoiUylUI3XWwONo+IOqm3Rnl8kY0c3Uqd7AjQ7JqN/okL7T2Dm69Kz81+/SXr9NfZeSLRSKnOytwgI9B/Vs5ePuqKlNIIQQQkhFGkvwS347QCaTAn1chvduGxbsaWOl1q9+hBBCCKlDY6fon71KCvJz0/EudXi2UFvwFL3+wlP0egpP0SONHcE3CfEGAL5AxOFyFSZJsTLou64RQgghHaSxBF/G5u44fCkuMUV5CrQ9v83W1FYQQgghpAqNJfh9x2/Ev0vr1zXSw9kOdHV8GxKZTCDgHHdaQCSp+7aTyTSNRIIaGDY6bVG/0SF9p7EE/zIxqW/nZv27tdDUCr8EIolCJGk7CFQvZComeL2EjQ4hbdHYT7zycom7s52m1oYQQgghdWgswQd4Oaek52pqbQjVCYvDv/f8/cOXSVw+dthGCCEA9U/RFxR9unmpR4em/xy+aGZKb+TnTqp87QfviUdf1K3HbxdGHy1msgHAzspsw48jmzby1HZQCCGkZereBz923sZal8Fe9OjLYbJ4XcetLWVxQQJAAACwszK7smcB9WudSQUhhKTU/RL8fnw/jcSBUP28epdRyuICfMruAJBXxHybkhPi56LFqBBCSOvUTfDhwV4aiQOh+iEQlAZe+DzxOUIIfc00dhqzqKSsuqeMjWjGRlRNbQgheSF+rham9JIyjuwUvb2Nub+nfW31EELIwGlsLPqaL8ZHhPhM/qY7jarTI9UjPXX32YeF6w8XlLAAwMHWYuOP34QFumk7KIQQ0jKNJfgXCSlHz96xsWCEBXtbmNHZHP7z+OT07IIhvVpxOPz/zt3t2jZ8QHedHgYH6S8OT/j6fTqJSAxEeATKAAAgAElEQVT2cdbxGY8QQqhhaCzBb9p9mmFiPH5YF/nCfcevF5eyZo3re/7G0wdP3yyfN0oj20IIIYRQzTQ20M3LhJQmSh3uQvzdXyamAICjnRWTzdXUthBCCCFUM40leBNj2ofUbIXC5PRcYxoVAIpKykzpxpraFkIIIYRqprFe9F3bhR+/cI8vFEaE+FiaMVgc3rNXH87deNqnUzMOl3/u+pPIxr6a2hZCCCGEaqaxBN+nczMikXDm6uPLt198WjWZ1KN9E2nHOk9Xh96dm2tqWwgpkEgkWXklJCLBwdZC27EghJBO0FgnOymhUJSeXVDG5hnTKG5OdkZG2J8ZfXEJSVkL1h/58DEXAIJ9nNf9MNzbDSc2RAh97dRN8ByugG786Sp7dctYWZiqs4ni0rKB30WVlrHPHoh2crCRlb/9kPb79iPPXr2lUsitmoXOnz7CzsZKnQ0hfcThCXtP/i07v0RW4u1mF7t1tsKMRwgh9LVR9xT9D7/snDdlkJer/dyVO6tbRs3JZqK3HnRxsit9myJf+DE9Z/ycX3w9XFdFTeLxBDsOnpkwZ83hbStNTIzU2RbSO/EfMuSzOwAkpeUlpeX5eTpoKySEENIF6ib4BdMGuTrawhebdebB09fP4t7NnTp8wYqt8uWbd8VYWZhvj15Ao1EBIDIieODYqAPHL04e0/9LhIF0FocrUC5k8/gNHwlCCOkUdRO8u/OnQb+/xKwzXJ7gl43/zp48lEqtNJQ9j8+/ce/5zAmDpdkdAOxtrTq3a3b55mNM8F+bRn7ORjQKjy+UlZiZGAV4OWkxJIQQ0gXqXqcsKimr9a/eK/9770lrC/NuHSIVylPSckQiUWigt3xhaKB3UmqmUCSq9+aQPrI2ZyybOUA2zQHdiLJ67lBjHK0WIfTVU/cIvoZL7zL1uwb/Pjl9f8ylPZsWKU/9WVTMBAAbK3P5Qhtrc4lEUspk2VhV3Ch1+1F8eblY9tDL1drKHC/SawGFYkQzote7ulgs5rBLqnu2S6RnsPeER3GpRCKxRWMPW0sGq6yo3ttCCkxMLAjE+h8J8LhskQivmGiBmo0OGQB1E7z8pXeRSLRl77mhfdo42anbm10sFq/4bXePjs2D/T3VWc/T10lCYcUxvQlNQgUTNWND9UA3MVMvwZezSotrWMCUAp0jXAEAQFjzkqiujE3MSWpU53HZPE79T+OheqMz1Gp0yACom+DlL73zeEIA8HV39PNyVnO1J87dfJ+csSpqMofDAwCBQAAAHC6PzxfQaFQLcwYAFBSXujpXTPtdUFgKAOamlfL37C/T9Q81MDKZ4uDiXftySPdYWNmBFQ5LgJAWaGwkO826cO0hXyAYMDZKvnDoxMVtI0M3rZ7r7eFEJpPjEpLCG/nJno1LTPJ0d6JQ8OIrQgghpKsJfuGMUWWcitnnXsS/3/TPsXVLp3u7OwOAEY3WOjLkv9PXh/fvZESjAUBuftHVW4/HDO2ptYgRQgghXaKjCd7H21X+IZPFAYBgfy/ZSHazxg8ZPWP51PnrRw3pxuHydxw4bW5mOmpIdy3EihBCCOkefR3O08vDeefGRVQqZdGav9dt2e/v7bb7j5/MGNijBCGEEAJQfyz6gqKK6ny+YFH0/hnf9vJ0rTRKqI2VmTqbQAghhFBdqZvgx87bWOsyao5FjxBCCKG6UjfBJ6fn1rqMl6t9rcsghBBCSIM0PB88QgghhHSBvnayQwghhFANMMEjhBBCBggTPEIIIWSAdHSgG4RU8Twxbe6ag7mFTCKR0CTIfevP3zLoOFsgQggBYCc7pL8Ki1ntv10jEpXLSvw8HGP/+l6LISGEkO7AU/RIX+0+cUs+uwPAu9QcFoenrXgQQkinYIJH+io1s0ipTPI2JUcLoSCEkO7BBI/0VUSwm0IJgUBo7K9YiBBCXydM8EhffTegja2lqXzJoK4RZDJ+pBFCCAA72SG9JhCJlv158vGrZBqVMrpfqxG9IrUdEUII6QpM8AghhJABwvvgkR4rKeNsPXj1cVwK3Zjar1P40B7NiUSCtoNCCCGdgAke6SuBUDTuxx2JSVnSh0/jU3MKSr//tpt2o0IIIR2BPZKQvrrz9J0su0vtirmtcGc8Qgh9tTDBI32Vlq14HzxfIMwpwD4lCCEEgKfokd7JyCn669C1pLQ8Mknx5yndiOJoZ66VqBBCSNdggkf6JDu/ZPD//ixlcaUPCQSCRCKRPTtjdFcSEU9KIYQQACZ4pF/2n7ony+4AIJFI3J2snewsTei0vh3DurcJ0WJsCCGkUzDBI32SklmgUCIUle9eM1ErwSCEkC7D85lIn3g4WSuUeLrYaCUShBDScZjgkT4J9HFSKLGyNNNKJAghpOMwwSN9sn7neYWSC7fitBIJQgjpOEzwSJ+UMjkKJUKhSCuRIISQjsMEj/QJw8RIoYREImklEoQQ0nE63YteLBa/iP/w+k0yk8k2MqL4ebm1ahZCJn/6Qs8vLLnzMC47t4BIJHq4OraJDGWYGGs3YPSlLZzYe0H0EfmSvp3CtRUMQgjpMp0+go/eenDKvLXFxcyQAC8qlfLT6m1Rq/6SPvUxPWfA2IWnzt/y8XR2srfeuuf4yKlL2WyedgNGX1q/zuELJ/UyopIJQKCQiYO6N/117hBtB4UQQrpId4/gy8vLYy/emTZu4PiRfaQlVDJl7eb9TBbHjEHfvCvGysJ8e/QCGo0KAJERwQPHRh04fnHymP5ajRp9ceMGtRs3qJ22o0AIIV2nu0fwJBLpzultsuwOACb0T9dfeXz+jXvPh/TtKM3uAGBva9W5XbPLNx9rIVCEEEJI9+hugpcRCoVMFufu41ebd8V07xBpxqCnpOWIRKLQQG/5xUIDvZNSM4Ui7FONEEII6fApepm/98XuOHAaAFo3D1kZNREAioqZAGBjVWneMBtrc4lEUspk2VhZaCVOhBBCSHfoQYIf1Lt98yZBj58l7jx0ZufBs1O/G6B63TkrdgoEAtnDgV0b+7gwvkCMqBZmptZWds71ri4SCjLS3mgwHqQ6F49AMolS7+oFuWksVokG40EqMjOztrKtf6NDBkAPEryjvY2jvU2zsEChSLT32PkJo/pYmDMAoKC41NXZXrZYQWEpAJibmsjXnT2hr9xsomBpbmzy+bI9akgE9e5WJ5EpLq7+0v95fNHxK08/pOU72poN6drU0pwuW+zPQ1ePX3wuKhe3aOy1fr5i7/rycnHs9ZfxH7Iszej9O4e72OOZHpWQiWp9S1jYOFpY2te+HNI0NRsdMgC6m+DZHF5GVq67q4MRjSYtCQny3nPkXCmT5e3hRCaT4xKSwhv5yZaPS0zydHeiUCodarg72zVo0OjLIBAIZCoNANgc/rB525LT86Xl/564f/SPGW5O1gAwfM7ml28ypOXnb7+6H5f84PAS2RrKy8WTFu949CpZ+nDXibu7Vk+ICPZoyFfxdSKTKICJBiFt0N1OdumZOSOm/Hzp+iNZyauEJDqdZm7GMKLRWkeG/Hf6Oo/Plz6Vm1909dbjru2aaSlY1ED+PXlHlt0BoITFid51HgCKStmy7P7pqVL2vpN3ZA/P3Hghy+4AwBcIV287/eXjRQghrdHdI3h/H/eIUP91Ww4UljC9XJ2exr3dH3Nx5oTBFDIZAGaNHzJ6xvKp89ePGtKNw+XvOHDa3Mx01JDu2o4afVnxH7IUShKSMgHg+JVnIAEgVHrq8r34MQPafFrsQ6ZCxTcp2eXlYhJJd3/jIoSQOnQ3wRMIhD9Wzdm8+9iBYxeLmSwXJ9sfZ40Z2q+T9FkvD+edGxf9vu3wojV/UyiklhEh86ePNGPQa14n0nf21oqTw9pZmQFAeKCLQnYHAHfniqni7azNFZ61NmdgdkcIGTCCgMvUdgwIqerVu4xR87cJ5GaQWzt/WP/OTQAguM+i8vJyuWUJN/f/ZG9tKn2Qnl3Uc1K0qFwse3pYz+YrZg1qmLARQqjh4REM0ichfi5/LhkT4OVIIhFdHKyWzRwgze5CkUg2C9FnEhabK3vw8m2afHYHgDfJimf7EULIkOjuKXqEqtS+mX/7Zv4Khcnp+XyeQOEs/ev3Gd5un26jeP0uQ6FKQhJeg0cIGTJM8MgQWFkwlK/BW1mYVlqgMktTOmZ3fZFXxLx893VpGTci2COysXftFRBCmOCRYbC1NA30ckxMzpaVWJjSmzbykD3s0SZk2+FrHG7FsIaDujVtyAhRvT2NT528dDeb8+me2KE9mq38frB2Q0JIL+ARDDIEIlF5Rm6RfElJGSe3oFT20M3JetuysQFejgQCwdTEaOKQ9v8b3aXBw0T1sXTTcVl2B4BjFx7ff/FBi/EgpC/wCB4ZguT0/DIWX+EsfdzbdA+5O+Wah3qd3PI9jy80otV/ZHXUwMrYPPmhjaReJKa1DPPRSjwI6RFM8MgQWJjTla/Bn78Zd+FOXLNGnuMGtZOWHDzz4O7TdzaWZjNHdbJVuqW+Hrh84bX7CXnFzEAvx8hQ7ztP379Py3WyNe/UIohKwcalAXQjKo1K5vGF8oUWpjjiBUK1w/vgkYHo9N3arLziKp+ytTa9vufHnpN/S88ulJYQicQtS7/tGBmgzhaz8kpGzd+Wnf9pqjQrC0ZRCUv6v4ezzf7oqTZKPftQPUz5ec/NRxVzCVIppEs7f3CwxbmCEKoFXoNHhkAgEMkSrbL8wrKh32+SZXcAEIvFC6IPq7nRX7adlt+oLLsDQGpmQfTO82quH0ll5Vb63SYQlqflFFW3MEJIBhM8MgS3nryRiCU1LJCcUahQUsbiCQSiKhdW0fOE1BqefRqfos7KkRSLw/+QlqdQ+DQ+VRuxIKRnMMEjQ2BnZVbpGrxSrqcqjnMHBAKBSlXrMjnDxKiGZ03pNT2LVGREJVOU9p1Zje88QkgKEzwyBKEBbnRjasVjpQ53fTqGKZT4utmrudH2zWq6hN+rQ2M1148AgEwmNfJzli8hEgkdmgdqKx6E9AgmeGQg9qyeaM4wlv5PoZDsPneSJxAIw3u2+HnmgPFD2hKJnzK/q4P1v+snq7nFvMJShRLpDXhkMmncwLbjP3fdR2pKqDxHsFgsufPsnbaCQUiPYC96ZFA+5hSyOfwgLycAKC7jJKflhfi7UMmfTsWLROJX7zPcHKysLTXQv73NyFUFch3rAGBI92ZTR3SytWLQqHirvWbkFzLbjl6tUNi6ie/OXyZoJR6E9AjeqosMiruDtex/S1N6RLCH/LNkMjE80E36//OEtH/+u04hkqaM7BTk7VSPbRkZURVKeALRs4RUJzuLiGAPAkHpOgGqOxMTKgBBoVeFCfZvQEgFmODR12jmyr1X7iVI/790N75/14hf5w6p60q6tgzefeL2pwcSAAKcuf78zPXnABAW6PbPyvGm2BdMbXQjIysLelEJW75wRM/m2ooHIT2C1+DRV+d1UoYsuwOABCQnLz/JLSyr63pmj+3Wv3O49EidSqv0W/lFYtrvey6qHyoCAHtrc4US08+dLRBCNcAEj746+089UC48cPpuXddDo1LWzh9+/8iS2K2zO7cIUnj23vP39YwPyeHwhG/lJgmUevASJ5tBqHZ4ih59dRjSa+eSSnfTmRjX83S6hSndwpSu3KuuupvsJRLJ6/eZ+YVMP09HFwfL+m3060EiApFEFIvK5QspZPziQqh2eASPvjpjB7YhAEE+uxMIMKK3WtPDd2qheE9850jFY3oAKGVxR83fNvT7zdNX7O0+cf36nefU2ejXgEalRAS5y5eQSaS2EX7aigchPYIJHn11XBytxg9pJ+vkTgDC7O96mDPUunGuW+uQmaO6yI4s+3QImz6qk/Jia/85+yzho/T/8nLxzv9uXb0fr852vwY8gVC+F72ovFwgFNawPEJICu+DR18pFot76PxDMok4omcLY2PFG97qp5TFTU7Pc7azsFPqFybVfsya3IJKw+OM6N1i2cwBGtm6QeLyhU0H/VwuFssX/jCh14QhOI4QQrXAS1nqysgpTssu8HC2dbLD+Sv1CYNhPGloB82u05xhHB7oXsMCRKWb45VLkDwCVDHwMIGoWFTG5iUmZ5kY0wI8HUkkPDGJEAAmeHWUl4t/3HAs9tpz6cPhvSJ/njGAqPTVg5BM8xDPU58/MFLtmvlrKxi9YESjRIZ6y9+SQKWQ24T7yi9z9sbL5ZtPMNk8APDzdNi8eIybk7XiihD6+uBP3frbGXMrVu7L+si5h4fPVXH/FUIyce8yFEriP2RqJRI98sucwcE+n+aboRtTl0zv7+fpIHs2I6do0cb/pNkdAN6l5Pyw7rAWokRI9+ARfP3dfvxWoeTW47ff9GmplWCQXkjLUpyW/uLt1zO+6ayVYPSFo63FsT9mvk3JKmVxA7ydLBh0+WcfvEzi8Sv1uXv5Nr2kjGNhSgeEvm6Y4OtPoeNPlSUIyVOapx7EEvzM1I5IJAR6O1f5lLiqRoctESHAU/TqaB3hq1jSBG/PRTVRHtmmI05trp7mod5USqUDlUBvJ2tzDcwWiJC+0+kELxAIN/1zrNuwORFdx/cZ/cP+mEsSScUh0NsPaVN/WN+8x8Q2facuWLE1r6CogcObPKxDp5YVg5n07tB4TP9WDRwD0i9NghT72LcI89FKJAbDw9lm6Yz+xrRPIwm6Olqt/2G4dkNCSEfo9H3wC1Zsvfv45ZRvB7g7O8QlJO09en7cyN7Txw0CgI/pOd9M/9nXw/WbwV15PMGOg2ckEvHhbStNGnz+rncpOek5hR7ONt5u9g28aaR3uoxbm5FTLF8yun+rxVP7aSseg1FYynr1NoNuRA0LdFM4oEfoq6W7LSEjK/fyzUeroib37toKANq3CqfRKLsOnp04qi+VStm8K8bKwnx79AIajQoAkRHBA8dGHTh+cfKY/g0cp7kZPS27wMLURIPrzMkv4QtELo5WJKJOn2JBdSUQlNdaUqUSFie/gOnmZK086P1XKLeQ+eptWnigh7Xlp1Px1uaMDs0VRwuuk6sPXjOZvB4dQo2pmhn1iMPjPXiR7OVq6+Fsq5EVIlRXupvgJRKYOKpv68hQWYmnmyNfICjjcE0k4hv3ns+cMFia3QHA3taqc7tml28+bsgELxaLh8/Z+urzjU/NQ7z2rpus5jozcop/WHf4eeJHAHBxsPp13tCmjTzVDRTpjMjGXqevv5AvaRnuXXMVgVC05I/jsdeeSyQSEzrth/E9R/Ru8SVj1GlisXjY91tff/jc6EK99q5Vt9Gdu/nih3VHpf3yfvz9v7GD2kZN6q3mOpdvOXXkzAMxSADA3trs6B8z7a3N1FwnQnWluweIrs72M8YPtjCr6Cxz52GcnY2llblpSlqOSCQKDaz0zRga6J2UmikUiRoswrlrD72Su6350avknzedVHOdc9YckGZ3AMjIKfrfyv0lZRw114l0x49T+gZ6OckeDu8V2bNtaA3LA8Afey+duvpM2vuEzeEv23zyUVzyl41Sh81ZfVCW3QHgUVzy8i2n1FznvLVH5Hvd7zl++3WS4nAFdXLuxotDZ+6LP98zkVvI/G7B32qFiFC96O4RvIJbD17GXryzZO44AoFQVMwEABurSsN921ibSySSUibLxqpiyNiLt56L5CaaDPCyszU31lRI954qTvh95f7reWNa13uFeUWsV5UHQilmsm/df9mhmd73w6LQjIzppvWuLi4vZzEbuhPll0AG2LVi+IvEzNyisgBPey8Xa2Zxfs1VLt6OUyg5d/1JgGv938y6YphbE9W4VMRhM0UCvqaCufdCqdHdfTXnm/p3br32+L18112pv/ZdWvN933qv89DpewolH7MLSwpz1Xkb60HNRocMgH4k+MT3H6NWbe3WIXJQ7/Z1qvgxI08ol+CdbeimRhq7QVYoUrx6KhSKeHx2DVX4gvISFsfWgiEb0VYikeQXs01NjIxp5JKyUuUqpayymteZll1CIICrg06PhE9Q76tNDOKa3wT9EuxjFQxWAKDKi+LyFWdOY3G4DfluMCRW6lQXCfkajFYoUmy/AoFajS6vsBAkisPdl7A41a3zXVqhBYNGoZBIBIIZo+ouvSwuT6FEIpGwOGwqpUETPAHH5P/q6UGC/5ieM2NhdCN/rxULJkhLLMwZAFBQXOrqXNFxvaCwFADMK3d2m/xN9y8XmK+7Q9y7dPmSYF8XOwePKhcWicpXbz9z5NzDcrHYwpT+45S+/TuHX7kXv2LLqbwiJoFA6NcpfMn0AXZWZnlFFfc1UMjkjq2a2jlU/Q177UHCvLWHuDwhAJgY0/5cPLpVE8Vb8w0DmUSp7o01eM1Dfc7feilf0rZ5qB69G2YWtmagsV5mvu72Cme5gv1dq3s3hCLR6u1njp57VC4WW5qZ/DilT79O4ZfvvV65JTaviEkkEPp3afLDpF4b9t5VqDimf3vlde47fW/t32flzwg2CXL/dd4w5XHvu7RpnJhy+dMDCQABzE2NXVy96vpiEVKTrv/Ey8krnLJgnaO99YYVs2Rd6rw9nMhkclxCkvyScYlJnu5OFErD9TH+a9l3dLlpRs0Y9D+XjK5u4S0Hrh48c196qa+kjLMw+sjpa8/nrT0sTecSieTU1WfRu86tWzDMnPHpIgKFTI6a3MulmuzOZHFn/XJAmt0BgM3lT13+r0DQcF0QUMP4cUpvL9eKBNmnQ1i/TmFajEe7ti0ba2JMkz00ZxhvWjSquoU377966MwDaaMrZrIXb4yJvfZ8/toj0kYnlkhOXH66ee8Vhfn8CACeLnYKq3qTkr1m62lR5ZN2zxJSZ67apzxqXrdWwQTZSgkAABHBHnV5lQhphk4fwReXlk1bEG1CN96ydj7DpOLauRGN1joy5L/T14f372REowFAbn7R1VuPxwzt2ZDhWVsyHh1dtuv47YSkjDB/t28HtK7hGts5pSuph8495AsqnX29cDPu5xn9L+ycf+/ZBw5P0DLMu7rsDgAXb79W+LoRCETXHyV2bxNSr1eDdJSdlVns1tm3nrzNK2QGeDuFBbhpOyJtsrZkPDz6887jt94kZzX2c62l0VU+8yEQio4oNbrYa88VLsFLALYfub4haoR84ZFzj8SgtByB8C4lJzktz9fDQf6ZKw8SFK7rP4v/qMqrQ0izdDfBczj8GQujM3PyF83+Lv5Niqy8aWN/Go06a/yQ0TOWT52/ftSQbhwuf8eB0+ZmpqOGfMET8lUik4mTh6nULYDFUrwsx2IrlrB5gvJysaWZSdfWwXyByLTGQXvyiyqPUCQBIEBecZkqwSD9QiaTOrUIqn25rwOZTJwyrIMqS7LYip37WGyuQgmXx1e+Bl9YwpSfrqaYyS4uZSmunfCp0TGVGrJyY+fweOXlYhKJyBcIhSIxiMVpucVB3k6A0Jekuwn+1ZsPaZm5VAp5/ZYD8uXHd6+xo1G9PJz3/LF48+6Y1Rv3ksmkyCZB/5s41Iyhu/NHhQe7X7kXL1/SorH3u9Qc+ZJQf5cSFnfZnyeuP0gsF4vDAtyWzxro7+lY5Qq7tWu0af/liscEAIBurRppPHKE9FR4sPu1+wnyJS3CfN6m5lZaJtDjSXxK5XrwPOFji2ErHG0turQKvnArLr+4jFbl6HgEMKHT5O97lIoI9tgZc0u+RCAUdxq71tvN7uGLJLlT+oRR/VoumYbjGKIvRaeHqjUkWXklo+Zvy84vkT7s1DJo3tge/adtFMldwOvfKTyvqOz+iw+yEgdbizPb5jDoNMXVAQDAwuhjp64+k01RNqpvyyXTG3ogP4R0VmZu8agftud8bnRdWgVvWjT6xw3SVgMAYGtpuufXSVsOXjt380X1q6kWlUJeM3do7w6NlZ+K+u3YyStPVVnJlp9Hd26Bv8vRF4EJvuFw+cIr9+LzCpkBXk6tm/j8ffTGht0X5BcwN6WXKg1r89eysR0jqx2D8+6z90fPPyaSYGSvFs1DsZsuQpXIGl2gt2Or8E/3mDx+nfLqXYaVGb1Lq0bSX883H73ZcvAqXyAsKC4rLKn2pjs3R2tfd3sJgK+Hg4O1WdumfjX0kvn+lwMX77yqNcIgH6fjf86q+ytDqHa6e4re8BjTKH07hvEFQulw4qVMxVzOVrp9FgBKmGwmi2vGqGJ8HoFQ1DLMp1kjTwCgUqvdlbItSquQSSTZDcHKCyBkSIRCkXyjk2rWyLOZ3AjQIlF5mwi/5mFeAoGg+/gNcrUVL86LJZLff/qGTCIxmWwymcyofB+8QjslqHaLUmnZp24BtTZDbKeorvAIvoGIxZJth6/tPXm3pIzj7Wa/cGIvnkAwa1Wl7gVkMlGkNI4HgUCQSCQUMnnqyI4zvuksLXyXkrNi66lnCakS8afeuvbWZn+tGBtU+XLglXvx63ed/5hZYG3O6NspPP59xrPEj1QyqXeHsIWTelPIpN/3XPjv0hMuVxDs67xoWr+vvIc2MhjFZZyxUf+8Tc4BkBCAIAGJj7v9wom92zb1k18sM7d45dZTd5+9E4kkEpDA5+am3O1OytqCUcRkS8SfLoqRiMT1C4d3axUyYfGOR3Ep0nY6bUTH6aM6A8Cpq88XRh+pNdTB3Zp3iPSL3nVB2k7HD203YXA7+QV4fOGGPRdiLj3hcgWNfF1+mtYX2ylSESb4BrLjv5vRO8/LHtKolMO/T9926JrsJB4BQHHATCUbfhzZq13jUha337SNuQWKw97RjamPji4jkz8dOLxITBuz4O/qBufv0TbU2oJxQG5MTXOG8elts+2szatcHiE90nvKhqS0PIVCGpVybOMMP89Pt7QJRaIhs7a8TcmuYT2mJkZlnzvJE4lEsdIt7wCE1k187j6rNIDu7z+N6tk2JD2nqNu4dXKNuopfDQQCbPn52+9XHZRvp8tmDpCfT2j5lpOHzjyQPbRg0GO3fY/tFKlC1we6MRgnLj+Tf8gXCM/dePnHolH/rBw/c1SXfp3DlDRNpkkAABwKSURBVLM7SWmkyT0xdwDg/vP3itldAgDA4QjuPH0jKzt9/UUNU+9cuvPq1JUn8iWlLO6Vyl2OEdJHApEoWSm7AwBfIDx7s+LO+PgPWdVl9/BAt+nfdN669Nv7R5Zs/Omb6d90Ht6ruViseCc8AIBE8uBFkkLZnuO3AWBf7D0JyP9sJwAAmUKqXBt2/3dboZ2euFzRO08slsi6BEqVsDhX7ydWGTZCCvAafAMpVLpDPb+4DADaNvVr29Rv074rylXKxYpfJ8VMDgAUllR1Sy4AECA1s1BWVlDjPfFiiYTNUxzkvKBYac0I6ZvCYlZ1J8Py5RpFkawdKR1aU8ikWWO6Sv/v0Ta0R1vYf+oeQFXn7QlVtNOiUjYA5OYzlauUK12Dky4sR1Ig18C5PAEX2ymqLzyCbyAh/i4KJaFyJV1aVtFP3lypY12wnxMANPJzrW4rnVsF17BFeVbmJvIDoH6qUv2aEdIXjrYWFDKpyqdC/SoaRcU4M0ppu2c7xeEgG/lV25pMle5iLS3jNOq76OErxSN7AoHg6aI4cH3jALlGJ5EGWVFiQqd5utgoVKm5aSMkgwm+gURN6iOfsMMD3Yf2aCZ7GOTj0rryPDHd24T+Om8YQW6YbBNj2uo5gwHAwcacQKiiCxCZTHS2q5hTLiLIo8rFAIBCJi+fNfDnGQOMaBWdcru1btShuX+dXxhCumf22O7KaTsi2GNI94pG52Br8f133ZTr2lqajuyjOP9sWKDbsJ6Rygs72JqvXzBMoaExWVyRqLxE8dAcfN3tf54xUL7R9Wgbunh6/0C5nxrW5qbzxlcacluhnfZoG9q+GbZTpBLsZNdwipnsE1ee5RWUBvk4927fWPkS+7Hzj09cfkIkEYf2aN6/czgApGbmr9t5LjefGeLv8tPkvtJ74aJ3ndtx7FYVG5DAP7+MaxvxqfGv2hb76bziZ54utp1bBJnQad3bhEgP37PySs7ceFFSym4S7NG5ZVB1PwgQ0jtP41O3HrxaVMq2MKX7edo38nXt1S5UudE9T/x48+GbV+8z33/MIQB0bhG0dOaA6tZ5+8m7hy+T7j39kJqVRySTercLWz5rAAAkp+ev23Uuv4ApEJW/rxieUvHUP4lEfBKzvLiUffr681ImJ6KRR6cWQQQCQSgSnbn+8m1KtqOd5YAuTZRP3WXllShUUfvtQV8FTPD65/tfDl68ozh1jdTCSb3GDfp0j82sVfsv3X0t/6yDrcWNvVFfPD6EvlYzV+5TGJFawZXdC10cLBssHvSVw052+qdluHcVCV4CQIDOLSuuwQf5OiskeLFY0nrEKmNjat8OYVNHdlQYNOPa/YSth66mZxd5ONvMGNWlHZ4GRF8HDlewef/li3dfCwSiVk185o3vaWdlprxYZm5x9M7zD18k8ctFIAFTE6MurYJmjeluJjfcTbCPcw0J3sKU7mBj9vfRGzGXnjDLuOFB7m2a+B6//CQ9u8jTxXbGqC4Kt+kjpCY8gtdLXcevS88uUihs29Tvn5XjZQ/PXHs5f/2h6tYwrGfzFbMGyR7eefZ+4qKdsodUCnnX6glN5Ub7QshQzVlz6LzcxLIBXo5HN86gVp5dhsMVDPzfpo+ZBXJlEgBCu2b+25ePlZ0zZ3P4Q2dvTk7PV94KmUxaN3/Y25Sc7UeuVxkGlULevWYizhyPNAg72emlizvmjx/S1s/dwdHW0sXOMtjH+acpfeWzOwDsPH6zhrFzYi494fIrbr+RH0kDAARC0eGzDzUeNkK6pqSMc77ytPFvkrOfxqcqLHb3+bvK2R2k19dvPX6bkVMsKzKh02L+nNVV7mYWaRs0MaYd2zi9Z7vQQ2fuV36mgnS6+nq/EISU4Sl6vUQkEhdM6L1gQk3LFBazqh5vEwAAysvF+YVMN6dPN+3IZtySyVYqQcjwZOeXKN8Hn52n1BzyFAeOlMnKK3Z1rJhyxphGcZK7mUW6ah5f6OvuwOLwK00er9Q6lbeLkDrwCN5geboq3j4rz9TEyFmus0+Al+Ks84HeVc9Dj5Ah8XS2VZ6oSfnD7/95gFuFw24SkSgb+1YmQGmGeB93OzKZZGpi5GxfUw+7vOKyTt/9OmTWn8cuPJZIah26GqFaYII3WKvnDCORKob7UDhaWDipN4lYsfdnjOpiYUqXPbSxYEwe3vGLh4iQthnRKAr3nQ/q1jTQ21lhseahXl2kJ94rN6Rp33SyNDNRWLhluI/CSDtNgjyk//w0pY98OVmuhRKJhI+ZBVl5Ja/fZy75I+bfk3fr/GIQqgw72Rmy3ELmot//S0nPt7U2/WFC7/TsgodxycY0ap+OYU2C3BUWLihhHTr94GNWgYeLzai+LZW/thAyVA9fJp2//UogFLUO9+3VPrTKG83LxeLYq88fxiUXlbDIZKKNpWnnlsFVjjmz9+Td1dtPy5/5d7S1uP75DtXEpMzjl58yWdzwQPeOkYFHzj9Kyypksrm3Hr+Vr4I3tSL1YYJHCCFNWr399N7Kx99EAiEudhW5mgF0AWDN9tP/KlV5GbuSQsZuUqj+8BQ9Qghpkq+74lV5T1e7GrI7APh6KFexxeyO1IQJHiGENKlfpzCFXqs/TOhZ3cJSfTsqVpk/vpfmI0NfGTxFjxBCGsbhCfeduvPyTbqNJWNYz8hGvoq99qqt8jbdxoIxtEfzkOrnr0NIRZjgEUIIIQOE13j0WFEpe9T8v9KziyQAXi62h6KnMpTmoUIIaRCTxZ3766G4N+lAgOah3tE/DDMyomo7KISqhkfweixswBKe3HCzJnTa05jlWowHIYPXbtTqvKKK70wPJ5sLO+drMR6EaoCd7PTVwTMPeTyhfAmbw79+P0Fb8SBk8K49SJDP7gCQmlWQ8CFDW/EgVDNM8Prq0asPymNZX3uUqI1YEPoqvExMUy58GJfc8JEgpApM8PqqZZiv8lxxnZoHaiMWhL4K4UFuyoWRoV4NHwlCqsAEr6+G92xuTKPIlzDotI4tg7QVD0IGr0NkkIONuXyJl4tNkA/ez4Z0FCZ4PXZ1b5S3ix2JRCSRSP6eDjf+xZGrEfqyzmyf0765vynDyIxB79Ym5Pifs7QdEULVwl70CCGEkAHCI3iEEELIAGGCRwghhAwQJviqTVr4Z2ZOYb2rb/jnxJU7L+td/ey1J5v3nK139aS0nJlLttW7OgBM/nFzelZ+vatv3Hnq0q0X6gRQb6evPtq691y9q3/4mD1r6XZ1ApgUtTkzu6De1bX7yUlOy1Xzk6OOCQs2ZeUW1bt69N/Hr96t/1t35urjLXr9ydlx8vLt+r98ZJAwwSOEEEIGCBM8QgghZIAwwSOEEEIGCBM8QgghZIDwPviqJbxP93Z3pFHrOZ3ux8w8UxNjKwvT+lUvKGJyeXxXJ9v6VedwBWlZeQHe9R9gK/FDuqerg1HlkfJUl5aVx6DX/+Wro6CIyeMLXBxt6ledwxWkZ+f7eznXO4CE9+lebvV/67T7yeHyBB8z1frkqCPhfZq3u5M6jc6MYWxpXv+37mv+5CCDhAkeIYQQMkB4ih4hhBAyQJjgEUIIIQNUz8tdhkogEG779+SZy/cKi0sd7a1HDOw6alBXAkFp3vVqlJeX74+5FHPmRmZ2vqUZo3unyJkThhobUesRSXFp2cDvokrL2GcPRDs5qHpdcMuumB0HTsuXDO7TYfGcsapvN6+gaMO2I3cfxXF5fB8P13Eje3bv2ELFuuGdq9iQs6Ptmf3rVQ+g3nRk3+njjlu0evu5q/eVy59f3aN6APWmIzsO9HPfVdnoXJ3tYveuUz0AZKgwwVey+Nd/7j5+OeXbAe7ODnEJSX9sP8JksqaPG6Ri9d/+OnQs9vroId3Dgn0/ZuX8vfdUbn5x9LKZ9YgkeutBFye70rcpdaqVmZPv5+06a+IwWYmDraXq1UvLWGNn/WJCN543baSFKePO47ioVdvYbN6gPh1Uqb55zTyFkpUbdttaW6gegDp0ZN/p444bO7xXry6t5EtWbtgNqmZYdenIjgP93HfVNLo6BIAMGCb4ChlZeZdvPloVNbl311YA0L5VOI1G2XXw7MRRfanU2ru2isXi2It3po0bOH5kH2kJlUxZu3k/k8UxY9DrFMmDp6+fxb2bO3X4ghVb61QxL7/Y28O5dfOQOtWS2bH/NJlM/nfTYjrdCAA6tGkilkj2/XdRxe8ahe3effQqN79ozpTh9QumTtIycqrcd1O+7U8ikWqtXl5eXuW+Y7G5DBNj1cPQ0x3n6+3q6+0qeyjdcUvmjqtfMHWCje5LNLq5Uxui0SHdhwleHmHiqL6tI0Nljz3dHPkCQRmHa63Cdw2RSLxzutI43iZ0o3oEweUJftn47+zJQ6nUOp9mzMwpaBzsCwACgVCV70d5Eonk7OV7U78bQKcbSSQSoVBEpVKW1vdbXiKRbN0d4+Jk26Vds/qtoY6bgyr3HY8vNKHXnuBJJJL6+87Adly/7m3qt4Y6bq7qHYeNrh5k+65z24ZodEj3YYKv4OJkO2P8YPmSOw/j7Gwsrep4Z61QKOTyha8SkzbviuneIbKuRxJ/7z1pbWHerUPkrQd1mzpCJCrPKyh+lZjUY8Tc3Pwie1uraWMH9u/RVsXq6Zm5xaVl3p7OKzfsOX/tPpfL9/JwnjV+SPvW4XUKQ+rm3ecJ71JXRk0ikRqiI6e7q0OV+45uTKvTehT2XZ0O3+u948rLxersuKycgi+x48jk2n8Yqc/V2Q4bnZ42OqT7MMFX69aDl7EX7yyZO071/j5Sf++LlXa6ad08ZGXUxDrVfZ+cvj/m0p5Ni+q6UQBgcbgBPm5UKnnu1OGmDMbZy3eXrd9JJBL7dmutSvWc/CIAWB69O8DHfc2iaSCWxJy9PnvpHxtW/K9j64g6RSIWi//ae8Ld1aFnJ1X7CmlWw+87dXYcXyBUZ8flF5YA7jhsdNred0gHYYKvWuL7j1GrtnbrEDmod/u61h3Uu33zJkGPnyXuPHRm58GzU78boGJFsVi84rfdPTo2D/b3rOtGAcDCjHHgr2Wyhy2bBpexOdv+PaHidw2fLwSAiFD/n+ePl5a0axU2Iyr69+1H6/pdc/nmo3dJ6b8unqrK9W+Na/h9p+aOoxvT1NlxAgHuOGx0Wt53SDfhmZwqfEzPmbEwupG/14oFE+pR3dHepllY4PTxg74d2mPvsfNCkUjFikdPXXufnDFxVD8Oh8fh8AQCAQBwuDyRymtQ0L1DpPT8rSoLGxvTAGBY/86yEgKB0K972/TMXA6Hr/pGy8vLt+895eft2rV987oGrD7N7jtRebkqtU5fulvljuPzBfWIAT7vuILiUlUWphlRoZodp+KulzKkHYeNDiHAI3hlOXmFUxasc7S33rBiFo1Whx43PL7gY3q2u6uDEe3Tdd+QIO89R86VMlk2VirdKnb60h2+QDBgbJR84dCJixfMGD1yUJdaq7PZvOy8AncXewrlU08fIokAACqeePRwc1QuFIrKAYBYl0OCC9cepqRlb1jxPyKxoX8+1nvfsdjczOw85X1XxuKoMrb55RuPqtxxbSNDN62eW2t1Pl+YnpVb7x3n6mSnXCjdceS6HMzp4477co1u4czRIwZio0P6DRN8JcWlZdMWRJvQjbesnV+nDlYAUFBYMmLKz8t/mNDvcxebVwlJdDrN3Iyh4hqWzhvH4Vb8bH8R/37TP8fWLZ0eFuyrSvXUjOzR05ev/3mGrOP6peuPXJzsLFQLwMbSPCzY9+DxSysXTpKWCEWi/05f8/VylX171kokKt+290Sgr3uHVk1UrKIp6uy7jxk5o6cvV953pqr11ZozZcSEUX1lD2U7zttdpalH8guLh05crLzjrC3MVKluZWFW3Y5TMX7Q2x1XUFj6pRpdIz9Vqn/ljQ7pOEzwFTgc/oyF0Zk5+Ytmfxf/pmKwi6aN/VU5qnB2tI0I9V+35UBhCdPL1elp3Nv9MRdnThhMIav6Jvv7uMs/ZLI4ABDs72Vro9KwFUF+HuEhfiuid2XnFro42V6++fj63Wd1GvFj3vSR42evZrO5vbq05PEFx2KvJbxN3bJWcSSNGpy+dCcjK3/zmnn16K+kDjabV+W+i2wSSFbh/Q/y86hy36l4BOztWSmRy3aciqOhOTvafrU7Tu1GZ/OlGp1qAzR9zY0O6T6cTa7Ck5dvFizfolx+5J8VKo4MxeHwdx6MvXHvOZPJdnSwHtq3U181bia+9+T14tXbD21bZm9nrWIVFpv7z75TN+4/57B5nu7O3w3vWdfxNxI/fNx18Myr+CQJSIIDvMaN7B0S4KViXaFQOGbGKhtrM+XRtb406XulXH5q7zpThkoHhRrcd3q348rLy0dNW6GVHYeNDvS20SHdhwkeIYQQMkDYIwMhhBAyQJjgEUIIIQOECR4hhBAyQJjgEUIIIQOECR4hhBAyQJjgEUIIIQOECR4hhBAyQJjgEUIIIQOECR4hhBAyQJjgEUIIIQOECR4hhBAyQJjgEUIIIQOECR4hhBAyQJjgEUIIIQOECR4hZCCu34/bfeyKRFLTMjy+cNPu06/efmyooBDSGkzwCGnf8/jksfM2yv5mLP4r+u/jLxNSZAt8zMydsfgvDleg5iYKipiaiFcXcbiCQ6duOttbEwgA1b9eIxqFQTc6cOKGpOYfAgjpP0zwCOmKCcO7zp04YM6E/sP7tiURib/vPPXf2bvSp1wcbOdNGUQ3pmo3Qi2q9QfKs9cfhKLyyHC/WlfVIiIgJ784NSNPowEipHPI2g4AIfRJoI+rjZWZ9P92kY0u3Xp+8NRNXy/nxoEeJBLRy9Veu+HpuJcJKZ6u9uamJrUu6e/pbGxEfRGf7IlvKTJomOAR0lHd2oU/evHu0s1njQM9nscn/7ErdsOSCVYWph9Ss4+euZ2UlkMhkyJCfEYN6Cg9spcus2bBtzsOX0pOz7WxNB3QvUXrpkHKaxYIhKevPH7w/E1BcRmDbhQa6DGsb1tzBl367MMXb2MvP8rKLTI1MW4R7jeoR2sjI4r0qWv34s5ff1JQXOZoZ9m/a/PI8ABpuXTTUdOHnLhw/8PHbB93xxnf9f6Qkn34zO2ColJvd8fxw7o42lmpspIfZww9d/1Jwvt0EpEQEuA5ZlAHMwZ915HLtx7FA8D8X3Yx6EabV05VflHvU7JaRQSo8saSSERfT6f3qVmq7wuE9BEmeIR0V0SoT8z5e2JxxdViJosT/fdxNyfbqaN68AWiY+fu7o25OnV0T9kCW/ada9LIu2+X5k9fJ/1z6JKxEbVJIx+F1W7dfz7+XVrvTk3dnWxTMvJiLz8sKmEtnDYYAG4/it955HKHliFDerbKLSw9fflhZk7RD1MHAcDFW88Px97q3bGpt7vDy8TUv/ZfoJApTUK8Zas9fv5eq4jAdpHBx87e277/QkEJs3/X5mKxJOb8/W37zy+fO0qVlew4dLFVRGDHFiEfM/NOX30sEAjmTBzQrV24pQXj1KWHE4Z3tbY0VX6jipmskjK2u6udim+sh7Pd1TsvVVwYIT2FCR4h3WVrbSYSlZdxuLKSj5n5PL7w28GdXBxtAMDF0aaMzZWv0jjAY1CPlgAQFuxVXFp28uIjhQQvkUi6tA7r0b5JgLcLAIQ38k7+mP36XRqHy6dSyEfP3GnTLGjskM7Shd2cbO49fSN9KvbSg35dmg/s0VJaq7i0LPbyQ/nc3LNDRHgjbwAQiyU7j1xeMG1wkI8rAIglkt1Hr7A4PCMqpdaV9OgQ0bl1Y2n8Yokk9vJDHl/o4miTX8SEylcx5EmvzdtaW6j8xpqzeXy+QESj4ncgMljYyQ4hHabU0dvF0ZpKIR2OvZXwIZ0vEHm42IX4u8sv0CSkIp1HNPJJy8rjC0TyCxAIhEb+bgHeLkwW511y5p3HCbmFpQDA4wvSsgvK2Nw2zSrO6gf5uk0c0Y1uTEvLymdz+SGBHjyeUPoX4u+ZmpknEAjlYrOR/sMwMQYABxtz6UMzBh0ABAKhKitp5Ffxcjyc7SQS4PJ4tb5PHA4fAEyMaLUuKUU3pgEAT1D/uxIQ0n346xUh3ZVbWEqhkE3pxrISSzPGgmlDTl68v+GfkxKxJNDXZUTfdrLMCgBmjIqFpT3OuFwejcqQX+39p29OXLqfV1BqxqDbWpnZW5vnF5YCQFkZBwCsLao4B17G4gLAqk1HFMrZXB6V+ukKPUF6g1oFhYcqrYREkjvqIBAAQJXb2UgkEgCIxeLaFwWQLUki4hEOMmSY4BHSURKJ5PHzd4HezkRipUzp4+44f/Igkag8KS0n5tzd9X+f+H3JBOLnXFXK4thafzp0Liljw+ejVZmcvOLtBy90bt14wKwWpibGAPAiPvn1uzQAMGUYA0BhSZlsDTLSg/KxQzo72VtVKpf78VErjaykSuamxgBQXMZ2rLzm6hSXcggEMKZR1NwuQroMf8AipKPOXHucmpnXo0OEfGFyeu7xC/clEgmZTPL3cu7UqnEpky1/Gf7py/ey/x+/fO/pYic7OJbKL2YCQKdWodLsDgCJH9Kl/7g52TLoRnefJMoWfv027fcdJ8vYXDcnG7oRNa+gxM/LWfpHJBHFEgmFUoeDBHVWQvh0NF/14by9rSWJSEzLzFcxkvTsfHtbS+lxP0KGCo/gEdIViR/SzU1NxBJJcUnZk7gP8e/TBvdqFeTrJr+MQCCMvfwwr7AksrEfk82NvfzQw9lO/ubvhy/fUagUL1f7J68+JH5Inz2+n8JWPFzsjGiUXUcud20bTqGQ4t6kvvg8ZB6ZTBrap83uo1fIJGJogEd+ETP28kM3Z1sG3YhAIAzs0erAyRvlYnGgj2tuYempi/eD/T2kPfVURKGQ670SG0tTALhy50WQr1vjIE+FZ6kUspe7Q+L7tB7tm8iXv0xMkb9m4WRn5exoAwD/b+feQaqK4wCOXxEf19NtyQbDwR6CZF4EzdC4ZIiRYVEaFUYRRRHVFA1CSzQEQUNDS1RDtWRgRBbiA5XESCGTCkGaDBoaokHkVlODy+UavYYe/z6f9fw4nDN9Of9zzn/69ZtkRdmPXzn8iwQe/hY3ugZisVhOTmxJUXxN2YrOE7sXl69idenJg9vu94+PP58pKihIrl25b0cqc+DI3i3dvWM9gxPLly09vr+lunJV1hkSUfzMsbaunsfX7vTl5+XWVJUf2NV45eajhaObNqwrLMh7MDAx8vRVIoo31FS0bd248PTcnKrOz8vtHZnsH51KRPFUXWV7S8PP3uMvn6S0pLitpb5veHLoyYvL545G8cKsgdpk+d2Ho/PpT1HGK4nb94YzZ7Y31bWXFM++fff+w1xtMvvvQQhMzud0sHtTw39lYaOYS2cPf/VHsuDNzadPn7++pzXVnKr+9uSt7qGXM7MXOw9lfdwAgfEOHghBIopvrq8aHJvK3Bdosfn0x7Fn061N69Wd4FmiBwLRsbOx43szUbzw6oVTv+Nq4E+zRA8AAbJEDwABEngACJDAA0CABB4AAiTwABAggQeAAAk8AARI4AEgQAIPAAESeAAIkMADQIAEHgACJPAAECCBB4AACTwABEjgASBAAg8AARJ4AAiQwANAgAQeAAIk8AAQoC/vlvFZ75b4ZwAAAABJRU5ErkJggg==" alt width="100%" />
|
||
|
||
<h2 id="logo-utilities">Logo utilities</h2>
|
||
<p>Add the Civilytics logo to any ggplot using the pipe-friendly
|
||
<code>civilytics_logo()</code> or the lower-level
|
||
<code>add_logo()</code> / <code>make_logo_grob()</code>. The logo is
|
||
automatically right-aligned below the plot area. Wrap the ggplot chain
|
||
in parentheses before piping — R’s <code>|></code> binds tighter than
|
||
<code>+</code>.</p>
|
||
<h3 id="wordmark-on-a-light-plot">Wordmark on a light plot</h3>
|
||
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" tabindex="-1"></a>p <span class="ot"><-</span> <span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(displ, hwy, <span class="at">colour =</span> class)) <span class="sc">+</span></span>
|
||
<span id="cb9-2"><a href="#cb9-2" tabindex="-1"></a> <span class="fu">geom_point</span>(<span class="at">size =</span> <span class="dv">2</span>) <span class="sc">+</span></span>
|
||
<span id="cb9-3"><a href="#cb9-3" tabindex="-1"></a> <span class="fu">scale_color_civilytics</span>() <span class="sc">+</span></span>
|
||
<span id="cb9-4"><a href="#cb9-4" tabindex="-1"></a> <span class="fu">labs</span>(</span>
|
||
<span id="cb9-5"><a href="#cb9-5" tabindex="-1"></a> <span class="at">title =</span> <span class="st">"Fuel economy by engine displacement"</span>,</span>
|
||
<span id="cb9-6"><a href="#cb9-6" tabindex="-1"></a> <span class="at">caption =</span> <span class="st">"Source: EPA fuel economy data (ggplot2::mpg)"</span>,</span>
|
||
<span id="cb9-7"><a href="#cb9-7" tabindex="-1"></a> <span class="at">x =</span> <span class="st">"Displacement (L)"</span>, <span class="at">y =</span> <span class="st">"Highway MPG"</span></span>
|
||
<span id="cb9-8"><a href="#cb9-8" tabindex="-1"></a> ) <span class="sc">+</span></span>
|
||
<span id="cb9-9"><a href="#cb9-9" tabindex="-1"></a> <span class="fu">theme_civilytics</span>()</span>
|
||
<span id="cb9-10"><a href="#cb9-10" tabindex="-1"></a></span>
|
||
<span id="cb9-11"><a href="#cb9-11" tabindex="-1"></a>grid<span class="sc">::</span><span class="fu">grid.draw</span>(<span class="fu">civilytics_logo</span>(p))</span></code></pre></div>
|
||
<img role="img" aria-label 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" alt width="100%" />
|
||
|
||
<h3 id="compact-mark">Compact mark</h3>
|
||
<p>Use <code>type = "mark"</code> for the compact C-pulse icon instead
|
||
of the full wordmark.</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>p2_logo <span class="ot"><-</span> <span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(displ, hwy, <span class="at">colour =</span> <span class="fu">factor</span>(cyl))) <span class="sc">+</span></span>
|
||
<span id="cb10-2"><a href="#cb10-2" tabindex="-1"></a> <span class="fu">geom_point</span>(<span class="at">size =</span> <span class="dv">2</span>) <span class="sc">+</span></span>
|
||
<span id="cb10-3"><a href="#cb10-3" tabindex="-1"></a> <span class="fu">scale_color_civilytics</span>() <span class="sc">+</span></span>
|
||
<span id="cb10-4"><a href="#cb10-4" tabindex="-1"></a> <span class="fu">labs</span>(</span>
|
||
<span id="cb10-5"><a href="#cb10-5" tabindex="-1"></a> <span class="at">title =</span> <span class="st">"Engine size vs. highway fuel economy"</span>,</span>
|
||
<span id="cb10-6"><a href="#cb10-6" tabindex="-1"></a> <span class="at">colour =</span> <span class="st">"Cylinders"</span>,</span>
|
||
<span id="cb10-7"><a href="#cb10-7" tabindex="-1"></a> <span class="at">x =</span> <span class="st">"Displacement (L)"</span>, <span class="at">y =</span> <span class="st">"Highway MPG"</span></span>
|
||
<span id="cb10-8"><a href="#cb10-8" tabindex="-1"></a> ) <span class="sc">+</span></span>
|
||
<span id="cb10-9"><a href="#cb10-9" tabindex="-1"></a> <span class="fu">theme_civilytics</span>()</span>
|
||
<span id="cb10-10"><a href="#cb10-10" tabindex="-1"></a></span>
|
||
<span id="cb10-11"><a href="#cb10-11" tabindex="-1"></a>grid<span class="sc">::</span><span class="fu">grid.draw</span>(<span class="fu">civilytics_logo</span>(p2_logo, <span class="at">type =</span> <span class="st">"mark"</span>))</span></code></pre></div>
|
||
<img role="img" aria-label 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" alt width="100%" />
|
||
|
||
<h3 id="multi-plot-layout-with-logo">Multi-plot layout with logo</h3>
|
||
<p>Use <code>add_logo_ga()</code> to attach a single logo below a row of
|
||
plots.</p>
|
||
<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" tabindex="-1"></a>p1 <span class="ot"><-</span> <span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(class, <span class="at">fill =</span> class)) <span class="sc">+</span></span>
|
||
<span id="cb11-2"><a href="#cb11-2" tabindex="-1"></a> <span class="fu">geom_bar</span>(<span class="at">show.legend =</span> <span class="cn">FALSE</span>) <span class="sc">+</span></span>
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||
<span id="cb11-3"><a href="#cb11-3" tabindex="-1"></a> <span class="fu">scale_fill_civilytics</span>() <span class="sc">+</span></span>
|
||
<span id="cb11-4"><a href="#cb11-4" tabindex="-1"></a> <span class="fu">labs</span>(<span class="at">title =</span> <span class="st">"Vehicle counts"</span>, <span class="at">x =</span> <span class="cn">NULL</span>, <span class="at">y =</span> <span class="cn">NULL</span>) <span class="sc">+</span></span>
|
||
<span id="cb11-5"><a href="#cb11-5" tabindex="-1"></a> <span class="fu">theme_civilytics</span>(<span class="at">grid =</span> <span class="st">"y"</span>)</span>
|
||
<span id="cb11-6"><a href="#cb11-6" tabindex="-1"></a></span>
|
||
<span id="cb11-7"><a href="#cb11-7" tabindex="-1"></a>p2 <span class="ot"><-</span> <span class="fu">ggplot</span>(mpg, <span class="fu">aes</span>(displ, hwy)) <span class="sc">+</span></span>
|
||
<span id="cb11-8"><a href="#cb11-8" tabindex="-1"></a> <span class="fu">geom_point</span>(<span class="at">colour =</span> civilytics_colors[<span class="st">"navy_600"</span>], <span class="at">size =</span> <span class="fl">1.5</span>) <span class="sc">+</span></span>
|
||
<span id="cb11-9"><a href="#cb11-9" tabindex="-1"></a> <span class="fu">labs</span>(<span class="at">title =</span> <span class="st">"Displacement vs. MPG"</span>, <span class="at">x =</span> <span class="st">"Displacement (L)"</span>, <span class="at">y =</span> <span class="st">"Highway MPG"</span>) <span class="sc">+</span></span>
|
||
<span id="cb11-10"><a href="#cb11-10" tabindex="-1"></a> <span class="fu">theme_civilytics</span>(<span class="at">grid =</span> <span class="st">"y"</span>)</span>
|
||
<span id="cb11-11"><a href="#cb11-11" tabindex="-1"></a></span>
|
||
<span id="cb11-12"><a href="#cb11-12" tabindex="-1"></a>logo <span class="ot"><-</span> <span class="fu">make_logo_grob</span>()</span>
|
||
<span id="cb11-13"><a href="#cb11-13" tabindex="-1"></a>grid<span class="sc">::</span><span class="fu">grid.draw</span>(<span class="fu">add_logo_ga</span>(<span class="fu">list</span>(p1, p2), logo))</span></code></pre></div>
|
||
<img role="img" aria-label 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" alt width="100%" />
|
||
|
||
<h2 id="other-utilities">Other utilities</h2>
|
||
<p>The package also includes helpers for public-sector data
|
||
analysis:</p>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th align="left">Function</th>
|
||
<th align="left">Purpose</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td align="left"><code>pretty_count()</code> /
|
||
<code>pretty_per()</code></td>
|
||
<td align="left">Format numbers and percentages</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>grade_level_to_num()</code></td>
|
||
<td align="left">Convert grade labels (KG, 01–12) to numeric</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>race_short_names()</code></td>
|
||
<td align="left">Standardize NCES race/ethnicity categories</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>get_fips()</code> /
|
||
<code>get_stabbr()</code></td>
|
||
<td align="left">State FIPS code lookups</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>clopper_pearson()</code> /
|
||
<code>agresti_coull_interval()</code></td>
|
||
<td align="left">Proportion confidence intervals</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>match_test()</code> /
|
||
<code>trunc_match()</code></td>
|
||
<td align="left">Fuzzy join diagnostics</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>perturb_count()</code> /
|
||
<code>random_round()</code></td>
|
||
<td align="left">Privacy-preserving data perturbation</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<h2 id="maintaining-brand-assets">Maintaining brand assets</h2>
|
||
<p>Logo and brand mark files live in <code>inst/img/</code>. The package
|
||
ships both PNG (for ggplot2 raster composition) and SVG (for Quarto/HTML
|
||
output) variants:</p>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th align="left">File</th>
|
||
<th align="left">Format</th>
|
||
<th align="left">Used by</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td align="left"><code>civilytics-wordmark.png</code> /
|
||
<code>.svg</code></td>
|
||
<td align="left">Full “Civilytics” lockup</td>
|
||
<td align="left"><code>make_logo_grob("wordmark", "light")</code>,
|
||
Quarto templates</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>civilytics-wordmark-reverse.png</code> /
|
||
<code>.svg</code></td>
|
||
<td align="left">Light-on-dark wordmark</td>
|
||
<td align="left"><code>make_logo_grob("wordmark", "dark")</code>, dark
|
||
slides</td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>civilytics-mark.png</code> /
|
||
<code>.svg</code></td>
|
||
<td align="left">Compact C-pulse icon</td>
|
||
<td align="left"><code>make_logo_grob("mark", "light")</code></td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>civilytics-mark-reverse.svg</code></td>
|
||
<td align="left">Light-on-dark mark</td>
|
||
<td align="left"><code>make_logo_grob("mark", "dark")</code></td>
|
||
</tr>
|
||
<tr>
|
||
<td align="left"><code>civilytics-pulse.svg</code></td>
|
||
<td align="left">Standalone waveform glyph</td>
|
||
<td align="left">Quarto slide footer chrome</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<p>To update the logos, replace the files in <code>inst/img/</code> with
|
||
new versions using the same filenames. The PNG files must be raster
|
||
images (the ggplot2 logo functions read them via
|
||
<code>png::readPNG()</code>). SVG files are passed through as-is by
|
||
Quarto and HTML templates.</p>
|
||
<p>After replacing files, re-render the README gallery to update the
|
||
screenshots:</p>
|
||
<div class="sourceCode" id="cb12"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" tabindex="-1"></a>devtools<span class="sc">::</span><span class="fu">load_all</span>()</span>
|
||
<span id="cb12-2"><a href="#cb12-2" tabindex="-1"></a>rmarkdown<span class="sc">::</span><span class="fu">render</span>(<span class="st">"README.Rmd"</span>)</span></code></pre></div>
|
||
|
||
</body>
|
||
</html>
|