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Final_project-rpubs.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Neurophysiological responses to threatening and/or unexpected stimuli</title>
<meta name="apple-mobile-web-app-capable" content="yes" />
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
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@import url('https://fonts.googleapis.com/css?family=News+Cycle:400,700');
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0;transform-origin:0 0;-webkit-transform:translate3d(0,100%,0) rotateX(-90deg);-moz-transform:translate3d(0,100%,0) rotateX(-90deg);-ms-transform:translate3d(0,100%,0) rotateX(-90deg);transform:translate3d(0,100%,0) rotateX(-90deg)}.reveal.page .slides{-webkit-perspective-origin:0 50%;-moz-perspective-origin:0 50%;-ms-perspective-origin:0 50%;perspective-origin:0 50%;-webkit-perspective:3000px;-moz-perspective:3000px;-ms-perspective:3000px;perspective:3000px}.reveal.page .slides section{padding:30px;min-height:700px;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.reveal.page .slides section.past{z-index:12}.reveal.page .slides section:not(.stack):before{content:'';position:absolute;display:block;width:100%;height:100%;left:0;top:0;background:rgba(0,0,0,.1);-webkit-transform:translateZ(-20px);-moz-transform:translateZ(-20px);-ms-transform:translateZ(-20px);-o-transform:translateZ(-20px);transform:translateZ(-20px)}.reveal.page .slides section:not(.stack):after{content:'';position:absolute;display:block;width:90%;height:30px;left:5%;bottom:0;background:0;z-index:1;border-radius:4px;box-shadow:0 95px 25px rgba(0,0,0,.2);-webkit-transform:translateZ(-90px) rotateX(65deg)}.reveal.page .slides>section.stack{padding:0;background:0}.reveal.page .slides>section.past{-webkit-transform-origin:0 0;-moz-transform-origin:0 0;-ms-transform-origin:0 0;transform-origin:0 0;-webkit-transform:translate3d(-40%,0,0) rotateY(-80deg);-moz-transform:translate3d(-40%,0,0) rotateY(-80deg);-ms-transform:translate3d(-40%,0,0) rotateY(-80deg);transform:translate3d(-40%,0,0) rotateY(-80deg)}.reveal.page .slides>section.future{-webkit-transform-origin:100% 0;-moz-transform-origin:100% 0;-ms-transform-origin:100% 0;transform-origin:100% 0;-webkit-transform:translate3d(0,0,0);-moz-transform:translate3d(0,0,0);-ms-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.reveal.page .slides>section>section.past{-webkit-transform-origin:0 0;-moz-transform-origin:0 0;-ms-transform-origin:0 0;transform-origin:0 0;-webkit-transform:translate3d(0,-40%,0) rotateX(80deg);-moz-transform:translate3d(0,-40%,0) rotateX(80deg);-ms-transform:translate3d(0,-40%,0) rotateX(80deg);transform:translate3d(0,-40%,0) rotateX(80deg)}.reveal.page .slides>section>section.future{-webkit-transform-origin:0 100%;-moz-transform-origin:0 100%;-ms-transform-origin:0 100%;transform-origin:0 100%;-webkit-transform:translate3d(0,0,0);-moz-transform:translate3d(0,0,0);-ms-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.reveal .slides section[data-transition=fade],.reveal.fade .slides section,.reveal.fade .slides>section>section{-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none;-webkit-transition:opacity .5s;-moz-transition:opacity .5s;-ms-transition:opacity .5s;-o-transition:opacity .5s;transition:opacity .5s}.reveal.fade.overview .slides section,.reveal.fade.overview 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section:before{display:none!important}.reveal.overview .slides section>section{opacity:1;cursor:pointer}.reveal.overview .slides section:hover{background:rgba(0,0,0,.3)}.reveal.overview .slides section.present{background:rgba(0,0,0,.3)}.reveal.overview .slides>section.stack{padding:0;background:0;overflow:visible}.reveal .pause-overlay{position:absolute;top:0;left:0;width:100%;height:100%;background:#000;visibility:hidden;opacity:0;z-index:100;-webkit-transition:all 1s ease;-moz-transition:all 1s ease;-ms-transition:all 1s ease;-o-transition:all 1s ease;transition:all 1s ease}.reveal.paused .pause-overlay{visibility:visible;opacity:1}.no-transforms{overflow-y:auto}.no-transforms .reveal .slides{position:relative;width:80%;height:auto!important;top:0;left:50%;margin:0;text-align:center}.no-transforms .reveal .controls,.no-transforms .reveal .progress{display:none!important}.no-transforms .reveal .slides section{display:block!important;opacity:1!important;position:relative!important;height:auto;min-height:auto;top:0;left:-50%;margin:70px 0;-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none}.no-transforms .reveal .slides section section{left:0}.no-transition{-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.reveal .state-background{position:absolute;width:100%;height:100%;background:rgba(0,0,0,0);-webkit-transition:background 800ms ease;-moz-transition:background 800ms ease;-ms-transition:background 800ms ease;-o-transition:background 800ms ease;transition:background 800ms ease}.alert .reveal .state-background{background:rgba(200,50,30,.6)}.soothe .reveal .state-background{background:rgba(50,200,90,.4)}.blackout .reveal .state-background{background:rgba(0,0,0,.6)}.whiteout .reveal .state-background{background:rgba(255,255,255,.6)}.cobalt .reveal .state-background{background:rgba(22,152,213,.6)}.mint .reveal .state-background{background:rgba(22,213,75,.6)}.submerge .reveal .state-background{background:rgba(12,25,77,.6)}.lila .reveal .state-background{background:rgba(180,50,140,.6)}.sunset .reveal .state-background{background:rgba(255,122,0,.6)}.reveal.rtl .slides,.reveal.rtl .slides h1,.reveal.rtl .slides h2,.reveal.rtl .slides h3,.reveal.rtl .slides h4,.reveal.rtl .slides h5,.reveal.rtl .slides h6{direction:rtl;font-family:sans-serif}.reveal.rtl pre,.reveal.rtl code{direction:ltr}.reveal.rtl ol,.reveal.rtl ul{text-align:right}.reveal.rtl .progress span{float:right}.reveal aside.notes{display:none}.zoomed .reveal *,.zoomed .reveal :before,.zoomed .reveal :after{-webkit-transform:none!important;-moz-transform:none!important;-ms-transform:none!important;transform:none!important;-webkit-backface-visibility:visible!important;-moz-backface-visibility:visible!important;-ms-backface-visibility:visible!important;backface-visibility:visible!important}.zoomed .reveal .progress,.zoomed .reveal .controls{opacity:0}.zoomed .reveal .roll span{background:0}.zoomed .reveal .roll span:after{visibility:hidden}
</style>
<style type="text/css" >
/**
* A simple theme for reveal.js presentations, similar
* to the default theme. The accent color is darkblue.
*
* This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed.
* reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se
*/
/*********************************************
* GLOBAL STYLES
*********************************************/
body {
background: white;
background-color: white; }
.reveal {
font-family: "Lato", sans-serif;
font-size: 36px;
font-weight: 200;
letter-spacing: -0.02em;
color: black; }
::selection {
color: white;
background: rgba(0, 0, 0, 0.99);
text-shadow: none; }
/*********************************************
* HEADERS
*********************************************/
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
margin: 0 0 20px 0;
color: black;
font-family: "News Cycle", Impact, sans-serif;
line-height: 0.9em;
letter-spacing: 0.02em;
text-transform: none;
text-shadow: none; }
.reveal h1 {
text-shadow: 0px 0px 6px rgba(0, 0, 0, 0.2); }
/*********************************************
* LINKS
*********************************************/
.reveal a:not(.image) {
color: darkblue;
text-decoration: none;
-webkit-transition: color .15s ease;
-moz-transition: color .15s ease;
-ms-transition: color .15s ease;
-o-transition: color .15s ease;
transition: color .15s ease; }
.reveal a:not(.image):hover {
color: #0000f1;
text-shadow: none;
border: none; }
.reveal .roll span:after {
color: #fff;
background: #00003f; }
/*********************************************
* IMAGES
*********************************************/
.reveal section img {
margin: 15px 0px;
background: rgba(255, 255, 255, 0.12);
border: 4px solid black;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.15);
-webkit-transition: all .2s linear;
-moz-transition: all .2s linear;
-ms-transition: all .2s linear;
-o-transition: all .2s linear;
transition: all .2s linear; }
.reveal a:hover img {
background: rgba(255, 255, 255, 0.2);
border-color: darkblue;
box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); }
/*********************************************
* NAVIGATION CONTROLS
*********************************************/
.reveal .controls div.navigate-left,
.reveal .controls div.navigate-left.enabled {
border-right-color: darkblue; }
.reveal .controls div.navigate-right,
.reveal .controls div.navigate-right.enabled {
border-left-color: darkblue; }
.reveal .controls div.navigate-up,
.reveal .controls div.navigate-up.enabled {
border-bottom-color: darkblue; }
.reveal .controls div.navigate-down,
.reveal .controls div.navigate-down.enabled {
border-top-color: darkblue; }
.reveal .controls div.navigate-left.enabled:hover {
border-right-color: #0000f1; }
.reveal .controls div.navigate-right.enabled:hover {
border-left-color: #0000f1; }
.reveal .controls div.navigate-up.enabled:hover {
border-bottom-color: #0000f1; }
.reveal .controls div.navigate-down.enabled:hover {
border-top-color: #0000f1; }
/*********************************************
* PROGRESS BAR
*********************************************/
.reveal .progress {
background: rgba(0, 0, 0, 0.2); }
.reveal .progress span {
background: darkblue;
-webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-ms-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-o-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }
</style>
<style type="text/css">
.reveal h1 {
font-size: 2.5em;
}
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
margin-bottom: .6em;
}
.reveal p,
.reveal table {
margin-bottom: 1em;
}
.reveal li {
margin-bottom: .4em;
}
.reveal ul ul,
.reveal ul ol,
.reveal ol ol,
.reveal ol ul {
margin-top: .4em;
}
.reveal .slides {
text-align: left;
}
.reveal small {
font-size: 0.85em;
}
.reveal pre {
margin-top: 0;
max-width: 95%;
border: 1px solid #ccc;
white-space: pre-wrap;
margin-bottom: 1em;
}
.reveal pre code {
display: block; padding: 0.5em;
font-size: 1.6em;
line-height: 1.1em;
background-color: white;
overflow: visible;
max-height: none;
word-wrap: normal;
}
.reveal code {
overflow: visible;
max-height: none;
}
.reveal code.r {
background-color: #F8F8F8;
}
.reveal code.cpp {
background-color: #F8F8F8;
}
.reveal section del {
text-decoration: none;
color: #AAB1BA;
}
.reveal section img {
border: none;
}
.reveal section .fieldError {
margin-bottom: 25px;
}
.reveal section .fieldError span {
color: red;
}
.prompt .reveal .state-background {
background: #C6D7DC;
}
.quiz-multichoice .reveal .state-background {
background: rgba(254,220,179,1);
}
.quiz-multichoice .reveal ul {
list-style-type: none;
margin-bottom: 30px;
}
.quiz-multichoice .reveal li {
margin-top: 15px;
}
.quiz-multichoice .reveal .quizFeedback {
margin-bottom: 30px;
}
.quiz-multichoice .reveal .quizFeedback img {
border: none;
box-shadow: none;
background: transparent;
float: left;
margin-top: -15px;
}
.quiz-multichoice .reveal .quizFeedback span {
font-size: 1.4em;
margin-left: 12px;
}
.section .reveal .state-background {
background: #96A2B6;
}
.section .reveal h1,
.section .reveal h2,
.section .reveal p {
color: white;
margin-top: 50px;
}
.sub-section .reveal .state-background {
background: #E7E8EA
}
.sub-section .reveal h2,
.sub-section .reveal p {
color: #63717B;
margin-top: 50px;
}
.reveal strong {
color: #25679E;
}
.reveal .controls {
right: -20px;
bottom: 5px;
}
.reveal .controls div.navigate-left {
top: 75px;
}
.reveal .controls div.navigate-right {
left: 54px;
top: 75px;
}
.reveal .controls div.navigate-up {
display: none;
}
.reveal .controls div.navigate-down {
display: none;
}
/*********************************************
* NAVIGATION CONTROLS
*********************************************/
.reveal .controls div.navigate-left,
.reveal .controls div.navigate-left.enabled {
border-right-color: #25679E;
}
.reveal .controls div.navigate-right,
.reveal .controls div.navigate-right.enabled {
border-left-color: #25679E;
}
.reveal .controls div.navigate-up,
.reveal .controls div.navigate-up.enabled {
border-bottom-color: #25679E;
}
.reveal .controls div.navigate-down,
.reveal .controls div.navigate-down.enabled {
border-top-color: #25679E;
}
.reveal .controls div.navigate-left.enabled:hover {
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<h1>Neurophysiological responses to threatening and/or unexpected stimuli</h1><p>Don Lyons and Nicole Sullivan</p>
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<h3>Applied Question</h3>
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<p>Why are some individuals resilient in the face of experienced aggression, while others develop high aggression?</p>
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<h3>Research Question</h3>
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<p>How do those who have high lifetime committed aggression differ neurophysiologically from those who have low committed aggression? How does lifetime experienced aggression impact this relationship?</p>
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<h3>Background, Methods & Techniques</h3>
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<p>Lower alpha-amplitude, recently, has been correlated with high aggression. This lower alpha-amplitude, generally, is correlated with recruitment of lesser cognitive resources in response to a stimulus. In athletes, this “alpha burst” has been found to be helpful in reducing cognitive activity and increasing motor activity just prior to execution of a well-rehearsed movement, with optimal performance occurring following lowest alpha amplitude. This study sought, first, to replicate findings that aggressive individuals exhibit lower alpha in response to angry stimuli, and second, sought explore differences between individuals who had low committed aggression, but high experienced aggression, and individuals who had both high committed and experienced aggression.</p>
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<section data-transition="linear" data-transition-speed="default">
<h3>Stripchart of Expressions in the Angry Task</h3>
<div class="mediaOnly slideContent" >
<p><img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-2"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Stripchart of Expressions in the Neutral Task</h3>
<div class="mediaOnly slideContent" >
<p><img 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Ts2OtBb3/pWv1Ejvj2SYOQKC/ROl//rf/0vb7snB8B3vvMd3074+YxHEQzeJ0ERB36MaFQUFjni5oFN3//5P//HP39senBkZENlZAgkG4Ec7ADJvom1bwgYAuNHAO0Cm494pP3Iu/DzJtEMnt3RmFvk+UjlqKCRRsM3NJHnpeIzJg3Z3f2GKJoj4mh9itykjXb+WL6nb6j0Iz3ox9KGnWsIJBoBY/CJRtTaMwQMAUPAEDAE0gABs8GnwSRYFwwBQ8AQMAQMgUQjYAw+0Yhae4aAIWAIGAKGQBogYAw+DSbBumAIGAKGgCFgCCQaAWPwiUbU2jMEDAFDwBAwBNIAAWPwaTAJ1oXJRYD4dkrAEqoWSYR8ETMNEWI3UorayOsiP//whz905FCfKgQmKgqTkO6Opy1VnvOhagnpQIIaYf6U3dBRcni8RCpfSu0SdmlkCEw2AsbgJxtxu1/KEWDRJj46snAJHSM0LEioQmaz8YY9EdYGo5sqRF/JGJcIGktbQRIfwsxUeS4Rtx+1jeCeo52oNLg+ZJDcA+FE6CHhevEQRY2IqadegZEhMNkIGIOfbMTtfilFgAxnqgXvM81RNYwCL6rf7V/pGMlwgopzZI0L0p2ScIYkJySmQbLjGqQziAQ3EIlhYG6vv/66o4odmwPuRxEbGALx5RAMgmQttBctDQXSXtA+79EGsGGgsApJUijiQpv0lYQ7JJ3hmPLJ+zYDzQF9pU8Q/dq0aZPXSgSJfKisRh84n+QzKonrz+Uf+kfhG/pHH8h+R9Y6jtMXiP7Qh2D8HAtva6TrOE+56B0Jab7whS/4xEJoS0gnSz/C08OGj4HroFjtBueTO4CEOwEzZyzh96TPZKRjEwcuEO+5hnMDBk4ynSBZDufU19f7pDZkOISiXROOi0rP+iyAMHnS+jIPRobAZCFgDH6ykLb7pAUCLLBI6SRyYTEnwxhV5kgvCwOAqQdpSGHOpLeFkauAik8ti2qfHOss3KiVkTwpywrBKJCCWeBhHjBHKpLBRKk2F1RDU81wL9GpMI3PghcODJuAv/qrv/KMknuR355yp1wLcydrGsdJu0qyl3e/+93+VXXG/T2ockaymi9+8Ys+bS4MlHHRVzYetM91ZIYjJzoMDElV9eH9BgF8fud3fsdndWPcpKllHKiZYVBsjv7jP/7DUSIW8wWZ5Pbs2TM4hPC2ol03eKLegBOpbekPDBe8yb5HX6HIMfiD+mekdsPP5xz6x2aG+7CZgIJ7kjSI6nmkjyXXPhiDySWXXOLnjA0CaYgZX3jaYeaD8d52221Rr4nEheeJVMdsGrhneFu+Q/aPIZBEBIzBJxFcazr9EECiQ0KHyb///e/3jItFd/v27V4ShnEj2aOmJzc7UjgMj1rkxcXF/jiMj5rt+/fv90w9kMrI/U6RFwqpUB8exoWkjQTIe4qycC7XU6wEpkYfwgnmTxpTGC9MlZSzbDhgznfccYebO3euw0+AAitkToN5038YF2lo/9t/+2+e0SNpMybOow02KqRhZSMDEybNKil8P/7xj/vbs2mhbjzmCzYRZL1DO8AfTIuxcw3SO+Pg3vSRcUWaOoK2ol0XjJU+gR9jY+PCpoSUtjBaxgGTjxxDcG20diPPJ/Uu0jaaFDYpaGLC7xmU5yU3PPPLHymAwYa5X7RokS+3G1nLng0DKnv+ol0TiQsaDjYtb3vb20YsdBOMy14NgUQjYAw+0Yhae2mNANLaVVdd5SVZFnGqf23bts2rh1ENk1MdtSsqY5gP78lVTg57mBAV09ggkEceFTeME6aAipx2ISR51N0wLu5BBTPO5TqYMech2eHkB4MMiM0HjBSp9vd///cdtcYh2gls+tx//vz5ngmjuv/kJz/pNwww5VWrVvnzqWVO3nYKxZCDHYbIuO6++273f//v//XqZ6reoYaGGcMIuRcMkH7CjCDef1AbAtTR1J9nU8TmgvvD+FWm1ZHDP5zC24p2XXAumxzs00jKYM3GhrkgrS6YRY4huI7XaO1Gng+WCxcu9Jsc2mTzEnnPe+65x48bps2mjMI4aF7YkLERY44odMMmKqDAlICmJto14bhwHW2zWUJbhFbByBCYTASMwU8m2navlCOAehU1LEwXFTWqU5gzzAqJF2copEjesziz0MMYkSa//vWve/U4alqYEYwYxskCTrU6pDcWcWzESNxUKIMxQkirMGfaxCub4iZIkeFEWzAF1SL3zJW+fu5zn/OMm76iRofpYl6gbaRImBTq/3vvvXewKaRO1P+ci0oe1TcqflTEMLFvfOMbXs0OI6NdNhCMG43CO9/5Ts/E8aingAqFcChzSvswNTY5bArQLoAN5o1wCm8r8jrs0AGxCWIz09LS4u34FMDBHwL8aCNyDMF1vEZrN/J8bPFoX/AJwHeATU74PdkkYN6AmE82G5hr2ASwCeN85gw1PRufgDC3MEc4BEZeA3MPx4WNIdqI3/7t3/bmAu5vZAhMKgL6QRkZAlmBgKTF0Kc+9akhY9XiP/hZDCskhzX/mVc+BxR+XnBMzMO/1YIfHPKvYoJDPvNBjN0fU5U1/yrmHZJK2L8P/4c2g3M5Hryn75Ak6pAYdijaPfwJZ/8J7y9jEXMebIs2tYkZMr7w9qS1CG9qyHuupY/axISkVRjyXfAhvK3gWDCO4DPYRjsvwJ/zwscQXBf5Gt5u+Pm0H3wXtDnSPWmTvgRzHvQruD78nkFb0a6JhUu0tsLbtfeGQDIQsGIzk7qdspulCoHPfvazvt43ZVeRWlNFf/EXf+Gl08B5LvDSj6c/SIhIhKiGx1NZLp572DmGgCGQOQgYg8+cubSRjIKAdsjjjmsfpekxfS1Jclze1Nir+cNuH267H9PN7WRDwBDIGgSMwWfNVNtADQFDwBAwBLIJAXOyy6bZtrEaAoaAIWAIZA0CxuCzZqptoIaAIWAIGALZhIAx+GyabRurIWAIGAKGQNYgcC7AM42GTDKNIN91GnXLumIIGAKGgCFgCKQdAuRkiCyKRCdNgk+7qbIOGQKGgCFgCBgCE0fAGPzEMbQWDAFDwBAwBAyBtEPAGHzaTYl1yBAwBAwBQ8AQmDgCxuAnjqG1YAgYAoaAIWAIpB0CxuDTbkqsQ4bA5CJAUZTPf/7zvtgLzq28f/nllye3E3Y3Q8AQSDgCaelFn/BRWoOGgCEwIgIqhOIr1FECVwVTfBU1Ks0ZGQKGwNRGwBj81J4/670hMGEEKF4zb948XwaWGvFBXXmk+c2bN/t695S2pSQuZXOp10451TvvvNN96UtfcjfeeKOvd06p2QcffNB9+MMfdi+99JJvZ+7cuRPunzVgCBgC40PAVPTjw82uMgQyBoHt27f7uu5UqKOO+qWXXuprvX/5y192b3rTm3ydeJh6Y2Ojl/Svv/56R1106rmr7Kxbu3atq6mpcceOHfPM/plnnvGbgJkzZ2YMRjYQQ2AqImAMfirOmvXZEEgQAgcPHvRMe86cOT5RhurUu0suucRt27bNobLPy8vzUvyKFSv8MaR1pHjK1sLQzz//fEfp2927d7s1a9Z4Zr9jx47BqncJ6qY1YwgYAuNAwBj8OECzSwyBTEAAe/vDDz/sqqqqvO0dZztqznO8oqLCnTx50nGM96dOnfKS/IkTJ9yRI0fcvffe6x3x2ARs3LjR3X///f48ytjm5OS4hQsXZgJENgZDYEojkJblYi1V7ZR+pqzzGYJAV1eXl857e3u9tP7YY4+59773va6kpMSP8Itf/KL76Ec/6tXzwZCx27MxWLZsWXDIXg0BQyDJCFiq2iQDbM0bApmGAKp3KD8/373wwgsONX7A3LHH432PxB7Qf/zHf7j6+npj7gEg9moIpBgBk+BTPAF2e0PAEDAEDAFDYCIImAQ/EfTsWkPAEDAEDAFDYIohYE52U2zCrLuGgCFgCBgChkA8CKSlir69vd2H2cQzADsnfgQIeerv73ehUCj+i+xMQ+AsArm5A/IAz5CRITBWBOz5GSti8Z+Pvwx5KSIpLTPZ4b2LA49RYhGora11bJ4M28Timi2tEU6HRz3PkJEhMFYEysvLHUyerIhGiUUAXKMxeFPRJxZna80QMAQMAUPAEEgLBIzBp8U0WCcMAUPAEDAEDIHEImAMPrF4WmuGgCFgCBgChkBaIGAMPi2mwTphCBgChoAhYAgkFgFj8InF01ozBAwBQ8AQMATSAgFj8GkxDdYJQ8AQMAQMAUMgsQgYg08sntaaIWAIGAKGgCGQFggYg0+LabBOGAKGgCFgCBgCiUXAGHxi8bTWDAFDwBAwBAyBtEDAGHxaTIN1whAwBAwBQ8AQSCwCxuATi6e1ZggYAoaAIWAIpAUCxuDTYhqsE4aAIWAIGAKGQGIRMAafWDytNUPAEDAEDAFDIC0QMAafFtNgnTAEDAFDwBAwBBKLgDH4xOJprRkChoAhYAgYAmmBQFrWg08LZCapE/2hkNt1vNOdbOlx82oL3aJpxZN0Z7uNIWAIGAKGQCYjYBJ8imf3qZ0t7sldze6N+i73yMuNbv/prhT3yG5vCBgChoAhkAkIGINP8Swea+p2dWX5rig/102vyHf7ThqDT/GU2O0NAUPAEMgIBIzBp3gaa8TcO7r7fS9aOvtdbm4oxT2y2xsChoAhYAhkAgLG4FM8i9cur3DdfSHXL76+ZHqR27C8MsU9stsbAoaAIWAIZAIC5mSX4lksLcxzv7FhRop7Ybc3BAwBQ8AQyDQETILPtBm18RgChoAhYAgYAkLAGLw9BoaAIWAIGAKGQAYiYAw+AyfVhmQIGAKGgCFgCBiDt2fAEDAEDAFDwBDIQASMwWfgpNqQDAFDwBAwBAwBY/D2DBgChoAhYAgYAhmIgDH4DJxUG5IhYAgYAoaAIWAM3p4BQ8AQMAQMAUMgAxEwBp+Bk2pDMgQMAUPAEDAEjMHbM2AIGAKGgCFgCGQgAsbgM3BSbUiGgCFgCBgChoAxeHsGDAFDwBAwBAyBDETAGHwGTqoNyRAwBAwBQ8AQMAZvz4AhYAgYAoaAIZCBCFi52BROar+KwDe097k8bbOqSxMzFQdOd7kDpztdUX6uu3xJhcvNSeEA7daGgCFgCBgCKUNgUiT4EydOuN/7vd9z3d3dfqBPPfWUe+KJJ9xDDz2UsoGn+sahUMht3NHkHn2l0f37ljPupUNtE+7S7hMd7kdbG9zRxm738htt7pm9zRNu0xowBAwBQ8AQmJoITAqDr66udkVFRa6wsNBt377d7d69211//fXuwIEDrqenZ2oiN8FeHzzT5Q7Xd7vighxXV5bvXjvS4ZraeyfU6sEz3W5aWZ4rlPQ+vaLAHWvMTmwnBKJdbAgYAoZAhiCQGL3wKGBs3brVXXjhhf6sb3/72+5jH/uYf79//37X2dnpCgoK3AMPPOD+5E/+xB//67/+a3f77beP0urU/rqpv8WVlva5irICP5B+MfdpM2a6aRWF4x7YivZid/y1U66iosi1dfa6frU0a9asIe2x0TIyBCaCQGVl5UQut2uzHIGysrIsRyDxw29vb4/a6KQw+M2bN7tbb73Vd+DQoUNu9uzZrr+/3zU2NooZVfjj99xzzyBT7+rqcsePH4/a4Uw5WNTX71ra2l0r8xISI64ucL1t9e74BDT1s0tCrra4z9U3tbiqkjx3/YqqITjW1NQ4HgTwNTIExooAjL23t9c/Q2O91s43BGDsubm5rqWlxcBIMAIjbZomhcGjkv+t3/otP6Rly5b51xdffNHddtttg8NEfc8f1NDQ4BeSwS8z8A2q+Q9eNc0dqu9yBfKym1NT6LDLT4RwqLttTfWQJqK1Ge3YkIvsgyEQAwF7fmKAY1+NioA9P6NClLATksrgkdKfffZZL60jObLLuPzyy92mTZu8/f2+++5L2ECmYkP5eTlu8fTiqdh167MhYAgYAoZAmiOQo93UxMTGcQyQW+bkjBy/hQSPbd4osQjU1tZ69aphm1hcs6W1qqoqr1lra5uAHSlbwLJxDkOgvLzcq+ibmy26Zxg4EzwAtoG5O7ypSfGiD78h72Mx98hz7bMhYAgYAoaAIWAIjB2BlDD4sXfTrjAEDAFDwBAwBAyBsSBgDH4saNm5hoAhYAgYAobAFEHAGPwUmSjrpiFgCBgChoAhMBYEjMGPBS071xAwBAwBQ8AQmCIIJDVMbopgkJJukqp2+xElnelz7saVla6iOC8l/bCbGgKGgCFgCGQmAibBp2BeT7X0uF/ubHZNnX2upaPXPaICMZ09JJY1MgQMAUPAEDAEEoOAMfjE4DimVurbel1IpWLzlXqupFBToEwEbYjyRoaAIWAIGAKGQIIQMBV9goAcSzPUfu/sDbkSMfmevpBr7ep3ZUWmoh8LhnauIWAIGAKGQGwETIKPjU9Svp1ZWeDevLpKWZ1y3MyqQveey6epbKxNRVLAtkYNAUPAEMhSBEyCT9HEL1UOev6MDAFDwBAwBAyBZCBgYmMyULU2DQFDwBAwBAyBFCNgDD7FE2C3NwQMAUPAEDAEkoGAMfhkoGptGgKGgCFgCBgCKUbAGHyKJ8BubwgYAoaAIWAIJAMBY/DJQNXaNAQMAUPAEDAEUoyAMfgUT4Dd3hAwBAwBQ8AQSAYCxuCTgaq1aQgYAoaAIWAIpBgBY/ApngC7vSFgCBgChoAhkAwEjMEnA1Vr0xAwBAwBQ8AQSDECxuBTPAF2e0PAEDAEDAFDIBkIWKraZKA6jjZbVTr2ybMlZGdVFbg3nV/pcnNyxtGSXWIIGAKGgCFgCDhnEnwaPAW9qir37c2nXUN7ryvMy3G7jne63Sc606Bn1gVDwBAwBAyBqYqAMfg0mLlulY6tLM4frChXVpTrTrf2pkHPrAuGgCFgCBgCUxUBY/BpMHPFBTmutizP1bf1uu7efnemrc/Nqy1Kg55ZFwwBQ8AQMASmKgJmg0+DmcPWfv3KKle8t9X1SV1/zfIiN7+2MA16Zl0wBAwBQ8AQmKoIGINPk5nLz81xG5ZVpElvrBuGgCFgCBgCUx0BU9FP9Rm0/hsChoAhYAgYAlEQMAk+Cih2yBAwBCYPAaJHNu9rdc0dfW79onK3cJr5n0we+nanTEbAJPhMnl0bmyGQ5gh0dPe7b286raiRHtcfCrmfbW9yp1p60rzX1j1DYGogYAx+asyT9dIQyEgEWrv6XHVZvivKz3V58kMhD0SLkj4ZGQKGwMQRMBX9xDG0FgwBQ2CcCJQX57n+fuc69E+BGHyDQkVrxPCNDAFDYOIImAQ/cQytBUPAEBgnAiUFue72i6pdRVGeqy7Nd/dcWutq9GpkCBgCE0fAfkkTxzAtWyD97cnmHkc6+1lVFlOflpNknfIIVJXku3euqzU0DAFDIMEIGINPMKDp0BzOSj94sd61dfW7LqXBXVRX6G5aXZ0OXbM+GAKGgCFgCEwSAqainySgJ/M2Rxt7vC2zXDnt65QC90Rzr/dSnsw+2L0MAUPAEDAEUouAMfjU4p+0u+fLGzmgrr5+qerPfQ6O26shYAgYAoZA5iJgKvoMnFvqyeOw1NDep3rAIbewrshNK7epzsCptiEZAoaAITAiArbqjwjN1P2CeOJ3Xlxz1skux82osGmeurNpPTcEDAFDYHwI2Mo/PtzS/ioq1J1n3vNpP0+J7GBPX8infD3W1OOma1O3YXmF4zkwMgQiESAtcFNHrytXeKLlHYhEJ3M+G4PPnLm0kWQ5Aj96ucE1Kq97pZLHbD/a4WqVMGbN3NIsR8WGH4nAGSUT+sEL9a4wP8edae11dyv3wLxay/8fiVMmfDYnu0yYRRuDISAElPrAVZXk+dwH1aV57khjt+FiCAxDYNPeFldckONKC3Pd7OoC99LBtmHn2IHMQMAYfGbMo43CEHDnVRa4ekln5EGob+szx0p7JqIiUCa1vPaCnvSouLbu4FPU0+3gFEYgJyRKt/63tLRYWFcSJqW4uNj19PS4vj4r5pEEeFPeZK9s8I9uPe26e/vdohkl7uIFlV6aD+/Yiwea3WuHWx1FXm5eU+eWzIhfhV9UVKS88f3+GQpv095PLQQa2nrc15484qpKC1yPnpXb1013c2uLkz6IgoICv653d5tmKRlgl5eXD2s2LRl8Q0OD6+zsHNZZOzAxBGpra117e7thOzEYp+zVON89tOWMV8si5Xf2hNwdShFbIZt9PFRVVeV6e3tdW5updOPBK53PaVeZ3ib5a5RKmsesMxkEA8rNzXXNzc2TcbusugfYVlRUDBuzOdkNg8QOGAKZiUCnFvWKs4s53vU5OTB5HYuTwWcmKtk5KuzvpYVWoyLTZ98YfKbPsI3PEDiLQJ1C57pVm6A9p9+XaO2XJdZCpOzxMAQyFwFj8Jk7tzYyQ2AIAoTP3XdZnXv5jTYf/7xqdonLV1IkI0NgMhGg0iXheTx7dZZhM6nQG4NPKrzWuCGQXghUSkV/7fLK9OqU9SZrEOgXc//pq42eweMHcOnCMv0Ndw7LGkCSPFALk0sywNa8IWAIGAKGwAACu4+3K4W2nPvkA0B9jJ3HOx1Z9YySg4Ax+OTgaq0aAoaAIWAIRCBATDa+HwF1KUwvDSO1g+5N+VdT0U/5KbQBGAKGgCGQPgicaunxWRWphxBZC2Hh9BKH10eTpHZeF00vUjy+saFkzZ4hmyxkp3i7fbKVbdnf5o42dvnSs9etqBz2Y53iQ7TuGwKGQIIReGpXi9t/qtOxfuDv8U7lWQh35CwuyHXvv2q6O640ynl5ucq+aCwowVMwpDlT0Q+Bwz4ECOAIs/Vwm8PjddeJTvfyofbgK3s1BAwBQ2AYAnjG7zze4cqKcj1zR0o/GqUeAgx/rorbzKoayGw3rCE7kDAEbPuUMCgzq6F25aeuVcGSHCVEqdHr4YZut25BWWYN0kZjCBgCCUQg5EokoQck2UCU3DBMNAW/3tPijitLI+/vuqTOV8kL+pDtr+dmI9uRsPEPQWBubaGrb+8bLFwyWeksh3TCPhgChsCUQYDyxDNV8OiMCh21dPVLks9zc1WtLpn0xI5m9/qxDpkPnetQVkaYvdE5BEyCP4eFvQtDYL3iUwlfae/uc5ctLnYXz7dY1TB47K0hYAhEIIC276bVVe6Y1PJI7zPE7HOTnEiJYjmB8FEh0wAOfkbnEDAGfw4LexeGQJ5+mDfrx2pkCBgChsBYEJhVPXk57hdNL3a/2N7kM+I1d/a7ZTOKxtLVjD/XGHzGT7EN0BAwBAyBzETg/POKHbH0J5p73Jq5hW7V7PjLH2cmIkNHZQx+KB72yRAwBM4iQKW5DirQKYd9fl5ynaUMdENgPAhgFlg7z5x/R8LOGPxIyNhxQyCLEWhUrfCfvNLoEWjr7HP3XzndmcEmix8IG/qURMC86KfktFmnDYHkIvComDspRAsluRfm57oXDrQm94bWuiFgCCQcAZPgEw6pNWgITH0EiGfu6RvIGV6Yn+NTi079UdkIDIHsQsAk+OyabxutIRAXAitVK75VscytXX2uQer6tXPNeSku4OwkQyCNEDAJPo0mw7piCKQLAuefV+Kd67DFT68o8H/p0jfrhyEQC4FW+Yw06w/nUP6ymYzBZ/Psj3PsbZLq9p7scj3KZrFmTqmlhhwnjul+2WzFM/NnZAhMFQTQNj38Yr2P+qhXRr13ra9z5ynnfbaSqeizdebHOe5uxZx+a9Np9+KhNhWgaXMPbjntunvP1XceZ7N2mSFgCBgCE0bgaVWzI6STqnWUq33hYNuE25zKDRiDn8qzl4K+n2rplWd1ritXWkhSRMLa69ssPWQKpsJuaQgYAhEIlGpdCmrQK0Te+5BEnJJVH43BZ9V0T3yw7I5Dnq07H0bV3NHvCiwJysSBtRYMgUlEgBBIirQ8uq3BbVSqVyqxZQJdKGfQM609qqHR79q6Qu6qJdldQ8Ns8JnwVE/iGKgWtXZumdumWvGEUl23okJ5oLPXxjWJ0E/5W/WLibz8Rpt7Q6WHK+X89KbllUkvRjLlQUvSALYebndP725108rzXFN7tysqyHHXLKtM0t0mr1kcQj90zQyHc2iZnrGa0uxmcdk9+sl77jLqTpeo0tyqOSUS4Z0rKTQlUEZNbhIH8+SuZrfzWKerKctTxbFeeTi3uUsXZreElUS4YzZ9srnX1Wke8lVUqq483x1tzBwzW7kYO39GztnqbE/BuBBAejfmPi7osvaixvZ+VyuJkUqFMJc36jOHqUy1ScWzvKmj15vZmlQWWhp7owxEwBh8Bk6qDckQSEcEZlcXuAaFLmH/JZyppNAK2KRqni5QIqNlM0ukhMtxS2YUuzvW1aSqK3bfJCJgKvokgmtNGwKGwDkELpVpp0ERF23dyp8wt8hdtsjU8+fQmdx3udKi3LjSygdNLuqTfzdj8JOPud3REMgaBA6c7nRHGnpcpUIqL5Dfxq1rTFLMmslP8kBblK0OyvZsdbFgNgYfCx37zhDIQgT6pULfdbxTavQ+t7Cu0M0aZzY7wrAef73J50s4JHv707tb/GL85lVVWZ1dLAsfqYQPecv+VrfrRKdPsrXivGJ35dKKhN8jExo0G3wmzGIcY2DRPtrQKe/lbm8DjeMSOyVLEfiF4qKfksf73pMd7sHnz+iZGZ8z3J6TnXKmy1eMtZIhKTb5VEuPvLad+9lrjS6QvrIUYhv2BBDgOdpyoM0VqcphRXGu26HN6Inm8T2jE+jGlLjUJPgpMU0T6yROTY+92uSau1tcR1ePqynJcW+/qGYw49PEWrerMw0BshXWijFD0/S6X2r2WXKQGyvNUEzyq1p4ef6U/NCnRyJRUq/i4Tt6+k21OlZAM/z8+rZexeQrfFLmnGkxcmuwYSxTxrpw4pkyGo6AMfjhmKTdkaOSujfta3VUSaK4y8ULysbUx5NasI8qucisunJXnCcP5tYud7ypxwqJjAnF7DmZdJ+dygRGhsIWlYyFKY+HeE7ZHHSKmRdIdF84rdC1q1BRe0/IVZfY0jMeTCf7GjR/m6UOP1zf7dXhd15S6/O8J7ofRxu73CNbm5QGO8cnqbljXa2el6Kot6lViGW1NgGYkOgfqWlJwGU0HAH7lQ3HJK2OoMr83gv1boYKJ5QqqczzKp4wUzGsY6nyRU7mAqmzAurps91ugIW9Dkfg+vOr3ENSzVNrYNnMYnfpGDeUQYss1lTz6lIxIiSzlw61e6n9onlWgTDAKN1fn5Ng8ZKKSqGN6da68cudze7WC6oT3u0t+9uU3TDXbypLCwvcK8qUORKDL9Rm8a0X1rjdssGTU2G+/ERI2GM0HAFj8MMxSasjXarexo6VBxkq0GuHJKCx0DRlqpquv1Mt3cps1K8Nghyn9GdkCERDoLo0z33w6umuVwt6sVKY5rBDHCchXZWojRI9b29ZY8/cOGFM2WWsNWhysHuXFuZ56ToZnamURqe5s8vfi7z47QqljEVolVYqlt8oNgLG4GPjk/JvefDzZcBsliQPc2/p7JU6amzTxiL7ljXVriu3zLV3dLjqon4t2ikfmnUgiQjwvOw72SUm3e8unF/mVZ9juR2LOn9G2Y1ATk7IvXqkw9u8e3qdD3VMBiLkSNh5vMOr27Gx33LB1M+Lnwycxtrm2DjFWFu38yeMAGrOd8gh7kmpxnAkuW5FlUq1jj3PMlLY7Jpi1y7m3tnZOeF+jdYAmcraZL+lqAgx0EaThwBanweePeWLAemt2y1v9rsvrTOGPXlTkDF3qpf/zrIZRSq72u9TU9fGcH4LBk342vYj7fK16He3rK72ue6D70Z6JZYdrREmSTQFkU50I10XfhwfJcwJzUq9S40DTJnZTkNdEbMdjTQdP1L7UTnF1bf2uodfqnenpS5LZ6JwxfflN0AM9Nd/fVIOfd3p3N2M69sJFRIpkp2Sghuo25GIGuShbGQIjBWBakVRVEmLuFTpbGtVma2HHWMM4rf+693NroeHTvToK42uQw6b8VCx6ltQDW48zL2bTe1zp93+U50+x/4PtU7ilZ/tZBL8FHgCfrWr1RVJki+Uoxy2+Be0S2VnnK70zJ5m7xA4oOYtcFvfaFdiE7O/TtZ8ofUJLJiEqFFUhGfHyBAYDQHs38/safFRNvji3qSkROQzwOZNJMRNq2Ontw3yG6AxlCDulHVD9vS+pBemomBOuW5I2VuoWMI7WsQg3HO0cWfq98bgp8DMsqNF7QphO2/rjG9HnKqhoW47c3b3TBhLe5w7+FT1N9PuS6WwNXNL3fajHV5Nf4sW5eosr4udaXOcrPE8vqPZS8EwxnapvLfJm/1DUp1jbiN8Es1QLOI6oiaK9Ee0DusWfkTJJiKM+rTW9Ch7LUJQPfH0WoeynWLPVrajk+TxH6rvUvrOZveCQt/0bI5IFyqs6KQShrSJUfJDu2JJehfpWKewqjMyJ3TKA7dbP/Rrl1sayREnN0lfUMjl3svq3DsurnFLVTXMyBCIBwEiJwKfGbLEnWrtk/Yn19WIcY/G3Gm/TjZ6kmhVaUO5RLb7+6+YNim+H2XyS8KRmHWU/t6uMDpC+7KdcqTCi8FaUgNPQ0PDpDiCpWZ0A3fF8emxVxtl1yL0pF+Vtcrc+hjVtVCz4jzCrjSWNEZCJ5irNrHDnFtqa2tde3v7pGDbqoQmLajN1F/bSafySUvcvauqqlxvr5wn29oS16i1lFYIUD9g4+vNSjGcJ9NOn1uuPAg3JKjqXHl5ucvNVURQc3NajTkTOgO2FRXDBank604yAb0kjGH/qS5XJ+bObnNmZa47eKZbDH7kG+Howl8sYq/2422NrlHqcVKBrlKc6DXLUhNugqf/eLz9Y43Pvks8Am3aiG3a2yaTSo9bMavEXSjVvlH2IkDhFtTqJ+WouVpZMy/Qn9HURSA2x0jSuJ599lm3ceNGV1hY6P7wD/9wQok0ktTFpDdL8plDZzo9g/depgkITD8i73U82Nl9l8gmtU+biJWzeodJ8mMZHDZ0QmSIwadNo8xBAHXsv8nzuFibzCJ5MP9a1d6qSnLdgrrizBmkjWRMCOAcd9G8saXCHtMNRjiZdeZ5ZbPDbIkN/64kpcQd4fYZe3jSGTxS5ubNm93v/u7vOtQKATU1NblTp075jyUlJZ75B99l4uu6hZXuDdXJJk93bXmhu+mCGpevhXYilJvb5/NEowaDfJ7mvDy1OzDN/Hj5Lvg82r1Q9z/5eqP3qG1q73Fvu6hOaSGj54cerS37PrkI4KOBtzI20MAkQt4EYoNxQEJTFEntylxSVUqaz4FvKqQhqm8PuSUzoy8LY31+Iu9nn7MbAdaekdaf5/a1KDqo3eeU7w/1uScVOfTWtbXZDVgCRh/9l5yAhkdqoq+vzy1dutR97GMfc1/+8pddTU2NP/Xxxx93f/M3f+Pff+Yzn3E33njjSE1kzPH/dHNdQsdSXtnvNh3oUtxpn35IOW7BzHK3fP6MQQ0JP648Mfx46cX9je5YS8hVlZe48tJi9/wb3b690nEk2on3nnbe2BF47XCL++mr9Qpjkj9HW4v7yA3z5RRV6L773FHXJUfH+rYu959uWOiqy4Y6HVUqVrl6X5di5ElDqo2f0hgvnzfd1dZGV8vC4CE24EaGwFgRCJ4fNLfD6FCPm1Ur73tpkni8urU5xWfIKD4Eurq6op6YMie7Rx991O/mbrnllmEdywYnu2GDTtABpPYjqhzHj2m2SnySpjagsTrZbTvc7l6Sh3+QeIK81Heuq9Hn+DcJwb3tNXkIPLDplPdUZq6JWphVXajXfndEVQjJJIjKk/AlvIwjCQ0S9d/zlA75/JlFbvH0kdXz5mQXiZ59joYAzsBok3AGJnlNQLGc7PYpQc1PXmny5kW0TjOUN4MMnkbxIZB2TnYwoMsuuyy+3ttZcSPAIj+vNjFq9Pm1hW6bktTgEU986byaQmPucc/E5J1YWZyvEEppbbSXI4MYTlJU1yo5u7iScKRRpTWjEQvw29baQhoNGzs2dgQobf1zbRhZh1qVgfP+K6YPht3Fao2N5Y0rQrLBd7vz5eh3YQr8AGL1b6p+N6kq+p6eHve3f/u37rbbbnNz5swZVM9PVfAyvd/swO+QxI6zHkkuFpn9PS2n/PLFFe7BLaelgs9Xko9cd83SCtegsMrD0uSQbIREQ5cvPufvkpaDsE5lBAJP7GjyWTfJfOdCeW6rEuVsiDOSh+pwViEusY/BpKvou7u7R3WgMxX96JPcqExN3kFPi3o0B6poLYxVRR+tDTuWngigZYGRo5IP1KIn5Hh3XDUMUM/PkzZmomQq+okiOPWuR13uxKvjDXl9+KUG+X0M+AB1yfxTI7+P2y4cMA3FUtHHiwz9eXZvq09DSxiwhfENIJc2KvqoDhbxzq6d5xFAon5qV7N3pMOh7n1XTvdOUgZP9iIQLe/AzMoC75WcvajYyCeCwHN7W9y+011+43iJyrnGEz63Vlk3fygmT5EjzEW3JlBzhDaKsE7Cdcmq96tdLf4+c2sSY5KcCFbpeu2kqujTFYSp1i9Kx5YVKeRNdq7+vhzlHG/35RGn2jisv4aAIZCeCKD5eZ6wtQoSbEnVrvf44BCGGYsWTiuSwDHNp9XmOv4SRWioCAGliBVUVpijypq9zhj8yAgbgx8Zm6R+g6f7calQK5XveVmcucJPqBTjG7oOD9UyPKfE4AmHQz27V6lvX1UNZjzdb1pVGfWHeKa1252s73RFub0x090mdeDWuCFgCKQ9AlSVKwtLbEU+c/luxkV1SuKV2ADggdvSH8yRLfIvKdb7ftkOZkhLFY2IJiI3BDSzspClMivJGHwKpn2vQkIeU51k7KXULL5hZchX/4rVlWPyTv2uaqyj+iIM5YR22EtUo5lkJvPlNY/ta4522P39/b4G853KBFXKJuAs4d26cdcRl9Pfp11vl3vXpbVutqm2AnjsdRIROKZnl03qeVp4gxDMSby93SoOBGDSSMuUf4XZU4KY7JupJBz3sOcT1kmUyGWLihUKHN235OevNTmeM/o+TUVn3qbrqDKXbZTaGcs2tM+O93WV8cTxCVXT7IJCR+EZynvGIs6pEXPHgWqZCkC0KH0sRSBqlZYWdRrVnnh+2eESC93eHRKDP9fipn2tcpTRTlZb8bycgRrtxuDP4WPvJgeBF5VX4fkDrXr2c73miWpj/BaM0gsB1pnb11a7nccHasEvURhbOjBIQj9vHyWsE8mdlLc1Z0sk16v4Fg6nI20G0gv5xPbGflmJxTOu1ljQTsl2BIPHE74gNPrOkpC1ncc7PIPH2YSUv4FndHWZ6i6rHQR21Gjktkc7EE7sxpvF9DmqS72NLPx7e28ITAYCryh5UsDQlXjP7VT1sisV1meUfgggLCB4sNawMTugglgID+9U6GyQYyH9ej3Qo/DIIrSc2Urn0gxlKwIpGDceqRJgfIwyaV/fptrFoxEhIdPk4MIPjIf3nRefS+NYpw0DyUrKlfBkgWLV75eTS2H+0E3DJarRzk4WG323NgjXnZ+aKnOjjdO+z2wEyuVzgtoUInlSNi++6TrTrDHH5O9zWusF9LKSXRGahvmvu7fPbZSKPJ1pmhwDp0stj/mTaomYFmYpM1420qTHwccDcjbEwfdrkWuTpI0qLPAKHQ0bdtIwaM6P95rwNgtLK93x+hZXmNM7alxrg+LsT7coR7k2IHNGsHOFt23vMx+BRMTB41z6gxfrvUkJm+o7L67xIU+Zj97UGCEpjh/cUu8LVWF/f5MEgYa2Pl/5kjzxEFrCd182dje6RMTBx4siayVOzE57SRzx0sG8EG/fx3Ne2sTBj6fzmXgN3u9B1a94x0d631KFhoyXkPBnVxe5zs7YKqsz2vk+tOWM33xw5nppHCyhxHhRz/zrTmkjiFA+XZIToZuxCEfQD1w93efHJ4RqPBvVWO3bdxND4DX5B2E2xJmXAkRE5hD/vvWwKhVqzQqSKU3sLsm/mrUyW6X2cHTNBh+Ohr33CLysmNdypaYNMqLtkJ3UGLw9HNEQ2Kwa3uRhYCOID8g9l9Z5E1K0c4NjbGzN6h6gkV6vBWLieKgHBEPH7PdmOfQS/bNUkTsXzZ/8evE4zeE8hzMxDn9G8SFgDD4+nCb9LEI8XjrU5m1IG5ZX+JCiyepEheykh2QfLVaIKfZSzAJGhkAkAoRrbnujzUt7fNfc2e8OnumKO69DZHv2OfUIEHr7rCJuWjSXvbK5z68rVrRDv1sxq8T/paKHCBgbdzS7SgkdaBdvuaDKrZwVO+ooFf1Mx3uak10azkqTFs4HN592zbKD98oh7tFtTT72fbK6euFZz1nKjOIIxQ/KyBCIhgBpQwNCO6/H1WgKI8B8flAmFISKHv3+j8vZ7jubz7jXj7WnbFSvi8FPUzgwfaME9u4T0Wufp6yDaXxjk+DTcHJwbiGG01dkUv9g8vtOd7pTzXjB98vxpUIpIMc2dXjGPrb1pHvjdJt2wk6lGSt9Frxow0c1/379yNloFMtjf7RkJITd0b8G7a7nS503Qx6sRpmNAHZasoURqvnqkQ6fWbFGzyQq3HiIkrZtkgwxBYWHNMVzrZ2TXATwiyBuHIZK9rjSghz3yuGOlEnNeMGTqbNcph1CgKmYaBQfAmPjEvG1aWdNEAFU5D1SjbMI5ug/wlXI3oQ3O2FFD7/c4O65pM7/AOO9FZ7LvTn5rjRfm4WT3WLC7W5tjJrL2OEIv4uHnt7TIjtsh2Jjc/xif/PqqqxMKhEPVplwDhu5x15tkt095Dq14N62ptpvRtnYhdtvRxorqv0fb2vwdns2s/dfPs0v3iOdb8cnH4HA/2bgznKu02YsVbR+Ubnbc7LLe+9XahNpGsX4Z8K2QvFjNWlnIp2/fW2tJOd8H+JxvaRtYuDZWZNgIk+60GYtjGMh1KfVpQXKyZzjKktyffa78OvPaBOBNzThJWMl7K51UqHhdVsgR6s92m0bZS4CP1GaZZ4T0pfyXJEGea684yNzL4yEwM+URjRIf1qq53mLkqgYpRcCK84r8Tk3COVF03Ll0vKkdRBN0D6tGduUBKlJeeYjyWsUr5rm3qp0s2SxC0/BHXmufR6KQHwi2tBr7NMkIDC9Mt/HCHMrJHi8lfsKQn5hbGzvG3OIHeFJu7QLrlAVOhxVVipxTkCUXTxwptPb22co1AmJjDC+eImCOSwCbEBIkRv/lfHewc6bLAQoXPTSQS20nb1u/YJyN7NquLkF1W2fSoFCRUqo1KTncSykfauSpgw8JTwzjXoejdILAcxyH9oww53Rpp/49yD7YDJ6+cTrzfLQ7/LP0styLH6rEn+RCz+ciGMfa1hx+PXZ+t4k+Ckw89igbpLaGyJM5N71dV5aHkvXr1Bd5lXzZLuXbZ+Ql7Vnc9+zecCBBs0AKvajjT2+SMNY2r52eZV3AmTNx4xw5RILghoLfulyLn4a33r2tNsvf4omOXhiCkIdH0lId3hZs6lr7Oh3a1QDfCy0anapa1dkBt7ZDdocpCLsaiz9zdZz0dDM0u85FnM/09aj+u/17oFNp92vdjf7NNgBXjwfG7c3u4eeP+Nt+MHx8Fd8io7KkY+aGoGvz37VoDdKDAJDt0lR2jx27JhPUThnzpwo39qhyUJgkeos8zdeYgf8lrUzXHt7uxLdnFOho2pFBYZTDfnxSe34yuECX5ku/F44VR2RKjZX8jk1n1HNQqjXaOMuVacrwiFP0t1YpP+BVuzfdEAA9ShSElI51K0dW6MYPZvKcCJtMs5xmIlmKksYaUHHQoRilSlDItkSYR60YTT1EMBH6CFlvSNhEc/MdjlbztWGYJHi1HEM/rfnTstJN8drAH61u8nNmlbuFs8YGkOvPYRfNzDZsEbhRBesLVMPkfTr8dBf7tn+bdmyxT333HPutddec11dXe7EiRNu7969bv369e4LX/iCmzdvXvqNJAN6JD6p9LV9sm3iWXyWgyZ5XHWy7SN54wnNj7FC9v8jDT3upFRzgTc8jn3/tumM6s8PqN9nnyh0b15V5VXxv3i9yZsQcJziWLxe1EkeljU/DgRQvWuqfY0EaiXA3PFcjkZES0yEzpPqnz+jqYsAYbRkvAscK9EAsmlbpCEhmVPwiucIqtCGjkQ1i2cMfA7+JYJiw7IKaQEatJHMU1RGkbt4/tg0QkFb9jocgagMfu3atZ6ZR56+detW95d/+ZfuzjvvdNdff33k1/Z5AgggCeMpT95nFlbquY9VMhrP7ZHYO3t6veRNUTuykSGBU7EuINT2fKo6u9gj6VPIgU0AUj0/XpzsNu9v9d7zONsZTT0EyjWPN6+u9GrVQpV6e/tF5ZPyDE49pKzHIIAWh/TXx7QGkEKbmJ9g48dmESGFtYz1gOVkZmX0gi+YAT54zXQfd8+GUsuPUYIQiMrkbgAxAABAAElEQVTgCwujTwSM/ytf+YqX7A8ePOgWLFiQoG5YM6SH3SdHE+zteLl/V3ar+bXFep/nrpYHa7LU3odUAhKNQZV24uzISU3J7juQ3pkZfnCo4U+39viwKJg96jQ0Dp7z6wXv/B6pAoJKYTpkNAURYBF+j2q0GxkCoyFA3YFb5Ru0SZnvILR3RPtASPVvkbPuz19rVAhlrlu/qNgtmDZyjoQBHyB/qf2TQASiMvig/aeffto98sgj7vOf/7w7fPiwO378uLvmmmvc6tWrg1PsNUEIoAbHfg0hIR+ql2Ss3SwJZI40drl5NUVyRir1tssE3dI3g2NLn0T35TOLvR2esJh719cOKQJC9ii8qw+rEhiON3jV9sj+xm6d+t6tcrjqUVrLRfoBm6drImfH2jIE0hsBknFdIxV7NMK35/aLzpW1jnaOHUsuAjEZPM5Yv//7v+/V8l/72tfcHXfc4Zqamtxb3/rW5PYqC1uHObITRig+KQZPmAghREca5AOhvPQ4n+w80eHuu2zamBLcjAYlhSRg7hRzOE81k69eWqF7D7WN4l2NuQDtAtoz+oin6xXylr9jXa2/lox3c5XVLKBth9t8Skn6/faLarwmIvjOXg0BEMDej81Wj7lsuTGXIgMsAxFAaEBrSelsilkFmTszcKgpG1LMX9VVV13lPvShD7nzzjvPvfTSS66mpsZ985vfTFlnM/nGlNokoxcpGUlTe0yhIzDHfknXRXJeQTJGuiaGfe4IJpTx4IPH6nVKpMO9cIiJljYUdTwqNLxm2XScbu3zKnruxy59+cxzMfUc23m8wz2vuH0y8rEd+KkSm1D3m2uNDAEQwORD/DNFlTALrV9UJueqoR7WhlRqEYDxnpCwAZ2nSAfWikQRQsO/PnPKrx943O/WunfHxbXG5BMF8Nl2YjJ4foTf+MY3XElJievp6XF/93d/5woKhkp3Ce5PVjeH1F5XXu7t2D9VKlCc2Egis3TGgMcynupBCFOigcIpZiSCMV+3okJhL/WywasPYupBn6JdEyS9wS5frM0J4VaE2RXkRffIjtaGHctcBHgWsM2+IL+T+dL6EAP9muqOL1Z4FSFXRqlHgLX/x8pYSKIbTZfXKL5Dmjjs7pjqmEPqELDBHw8hwBBWG5j08P9p1PqGlnAk4hoK4MzQZmO89x2p7Uw9PiKahMj94z/+o7vxxhvdO97xDs/Y7777bjd37txMxSJtxoXEfJvSMkI7lITm2b1trky/oxtXVqbMq9mnh9SPnrhlVGk/UFgLCXeIZ46kWVX57pm9/f68TiU0YYMQ7bzI6+xz5iNAtMi/K3a6QQlSusQkdh7vdKtUipS89uagmT7zj5mQ3BjVZzdcCBcc2yXt3K4Tnf43ze/6bVqnSJ41VmINwUQDsZmgsJX4/Yj0woE2Xz6btbFDQsZ7r5we1exHVBBZ8XiW1pja3404MzjSoZKHyX/2s591q1atchdffLFbsmSJu+uuu0acCPsisQisUN3jxdOlApd6DAe3VBFhcZX6IVNZCiIlLVnIojHuWdVFsrtXe6msrqzAZyrT79LIEPAZ8AjFJLkNDCMk50wYyWotxjWK5DBKDQInmrvdr1U0Cu0bmQapLRBuUuuWeQ4z3kFF3QTzBDPdJ1+ci+fn+8Q2zylMlroE+FMgjCDtj0SzlQOBGvPUrUAaJ4fGSH4YaAtekU8PMfdQrvJx7JI/0qULh+bHp4//qkyMaDn11m9E7pKPUDbb9qMy+H796HJVku9Tn/qUT3RTXV3tXn31Vffzn//cFRePHOow0mTa8YkhAHNtVm5wQtcifwQ4KZ3WQkmsKfnmk0XY4Mk/3n92m00K01jx7vOVsII/o8xDoFs20+f2trrjYgqzfWpihXHGWMzDEcBkw7m9WmPWzi2RDb7XXS77++VLyn2oZfi59n5yEMDZjYx0+AHxO0danqlaGGzC3pDzLX45xKqjmWNzhhaGOUStTrVLiAJEAxJ/rvcjohLlugUj+1RgvsP7Hr8LHp1Yawnfl0hTiKTPdTBvLUXD6Lg2ivR1wPfHyYyAENKbMq3nsA6m4EBUBn/RRRe5xYsXe/U8KnoY/AUXXODBtRC5yZ0lbJNP727xSSNQT715VaUW1QHGCeN/cPMZVyzmzsO/TsVB1o4xL3i8oyFdKc54T6swDckocJqLlaM63nbtvKmHwA9eqPcOnxQu2vZGu5fokPriIeyulPv88bZGSYiS3CTpXXC2LkI819s5iUegS4yQ3zLrC0SCGqT1Wy+o9kybY9NlGycXx+WqaUGpYPJzYAtfo00ahNMcEjYtIOGTHGvdAv9VzH+C/POxTuKZWb+wTJuIJpkMBtJhR8t2x/PE5gNiPcSskM3SOzhEZfDf+ta3XFlZmfvFL37h1fM7duxwMP0rrrjCkc3uPe95D9caJQEBHFhI6chumrSNWxVnjhMSO1d+RK8f6xxk8CTHKZcTXuBwgtoqWQyeoRLKx59RliOgVRznT4hFncV81ezRMcEuSoEZntf7LZnO6IBN0hkw6wIxdezgqLexBCKxQ5F1Asgz/94rC7xKnuuCTQEq/ZffaPPMndLTrF2JJBww36f7ooZHixmYDzATYFagL7Ok9r9AdRJel18HmogbJAwRkZTNFHX0F154occEe/tv/uZv+mIzhMk98cQTLvgum0FL1ti3H+twT+5oll1b6nAthhuWVyo9bL5Xz1NnHW90vEgDqizNlU2MYjGorJSFTjtxQk5ekdSP2n75ecoeNcGc4cG97NUQCBCYqc0npYerxOTPKLUyttTRiOfyx9salCVRalM52N2zflpMj+nR2rPvE4cAzJJcFZtkdiED3fmaT9IWj0SB53v494Q5wmwJeVyxrHRQsg8/Z6LvByIszvXrjDJrItWjeGhWoSQyMJKb48J5A2p/mHy2U45UGec4RhQ0+LqxsdE73EX5OimHGhoahlQ8S8pN0rBRyiqGxKhRhcGwyfN8pVRi39l82u9aOc4PMbBX4XzyHanopcES5bgbVla4Z/e0ebsTuaHrtfiSiCawzdfW1g6rJjcSDGTWo2Qoai92x0aGQFVVlevt7XVNza3uZ8ptgDqUyoKrJTWhYQon1g2SJ7V2hvT8FbjXjna47fpDfQuzJ9SSZ9MoexAoVwgwvl3Nzc0JGfRDz9dLokfrkOvD9uYo2+f1MiNmI4FtRcXwjIJRJfgAoLa2Np+1bvv27W7ZsmXu61//ulu+fHnwtb0mGAEcU1DRw5zJB19cINuYbF8fvGaG/8zOOdyTHlXne6+c5m1NPOQ58i5Fyg+8TatlFn1D7QUMPt7usgD/ULXACWNCbXeLCpAsmTG6lBZv+3be1EYAu2YQxjnSSDbta5N9vs2r4184lOOl9SACg+tJ2mSU3gjgEU9InPb67hrVw4iWBCuVI0BCxyEcwlRAuWOjoQjE1GFQNvYnP/mJLxf75S9/2f393/+9fz+0CfuUKARQL5EtDi9RmPlNKuQAIbHD/MOZe3BPVGo4yKDWp2gMTB/GDDUqjG08aqqtCknBSx573PTyPPf8AdWQP9tmcF97NQRiIUD4E4mbeC7lAupP7VVWRuylZ5QJcbEkf6P0RYDCUmhpjipV9oFTnd4pEq1iOtEFcvDD/wO/jhbVw1gfETaXTn1NVV9iSvB40j/00EPuAx/4gLvkkkv838aNG93MmTNT1d+Mvi+M/ENXz/B2LN6P1QOU84kn/cGL9X5JvUzq/QvPermOBbi8nFyp5geuQPXaKWkrtiFnLK3buVMFgf1a2I8qlSwbSCqFvXywxTW0drnFtTneZBRrHJQSZbPKBhS7O7XBMTehUcJBz3xDYqGX+u9gnBhdkNoLxSUIiYORplOmwYXyL3r/VQMazMoSsoDGZGepBzUFPYiKCFnsCIebP3++t9lu2LDBq+o5htreKHkIwKQnYvNG8n//VdMn1MHF04uUia7Zq+bQgC2oK3QksUBdf8WicjdT3qpGmY3ANkVv/EohkYQlvXCg1z3+up7LsmLv7/Hsri45NNXF9FC+RkWL8CmpUaIjChURXoUzF+GWRumPQLUYJmZCzIU9Mtk1S0JOVprsiaBBYazI4lgTaS/Trs37nChyUH/8x3/sHn/8cbd+/Xp37bXXers7HvQ4273vfe/zuekjr0nkZ6rY4cxjlFgEgpoC4dhSzWmLEluQkWqBQltw5MMBao1ik/nhLBSz36wqd950oB86HvqErMTKXZ/YXltrqUCArGbFMtEUSILDvnmkocctmVnmmXSffptIcjDuaIR55+k9ra5TUt8p5TInBIucDQsVYhnui0eccnPnQG2DeBPlRLufHUs8ApXa2OG4Sz2MKjF7artH854fy50LVSQLjWBXV9dYLrNz40AAbIuKhpu9om6n4fl45f3TP/2TmzVrlmfq1IE3yiwE9kkF+8jWRkfYU4vUbxtDTe4mqfhZbLHlI8n7gjeKJWWxhwr7cr0kb5JYZj0LkaMhayJ5x9EmBT4d2GB5Cvr1L5vAaESc8oNbzijMKlclhdmoh/xmYI+ctUhPuvJsQpwD2lA+tbvZt0dWsndfVuefuWht2rHJRwBGTOgbf0ZTF4Gov1IKypC97o/+6I/clVde6b7whS/4crFTd5jZ1fMtUqezyH7t6ZOSoEbWhGBnm6YkOpgFCF/CKY/0juFUJl8A1PQs3CzwSGcT3cmHt2/vJx8BVK6kFSWOeCRiYUfyZs5nK/zog1dP82GTfXoYCItbIi1ONCKNLYlIvCZIzxUbARw0cbY7rWcH4ll6/PUmbRpzvRMoIXWvKweEkSFgCCQWgagM/siRI4N3IdkNmeseeOAB94lPfMI1NTUNfmdvxo8AMcSoL6nvnkhC6nrlSIdP/lCqxXXj640jesCTpaqlizpeFI/pd22oS89K6kGfKCaDei5P8atUlLvjklpzZgnASdNXGDj+EjDSSCK/waPKG/6zVxt9VTds7dGIsMv7L5/mbr+oVvNf5dXrH71hnrtr/UxvT492Dcd4RsgFjkYImzv9wJxDToaFdQObAp43nitp/j3xSpIUI0NgvAhgAnrpUJt7Vc9zkK52vG1l0nVRVfR//ud/7o4ePep27drl9u3b56ZPn+6rya1cudJt2rTJ3XLLLZmEwaSPBY/0hxVn3iqG2qIF0Nu6FTZ0wZwSv/BNpEPYPfMUDw8hmSM9keKWbHeRhGc0BUOwr55XVeg2qPhDkHoy/FzS5t4rFapR+iPAfJPnHeaOjfs+Melwp83XlWzmjDLJVYjBwnipdYA0joQdSUjhOFkFhDSel5PndPmIBLO+WTnM8dvonVnknbPQ+CyeUeTmnS2GxObhfGVZfEpOfBWy9ZKdkexjRobAeBAg/v3HWxu8oEJ+BYrOUM0uMvnSeNqe6tdEZfBkrCIsbs2aNQ6mHi1DzlQfeCr7T4WmEwo/IrZ9Z1OnMn51++xzr2j3ed/l0Wusx9vf2dUF7qmd/Z5RE9qCLZR89dEIh6cNy7Iz81M0PDLh2C+V6pi0nTBV5v3Xe5olgdcMDs1v4Ab2f/4YG4JRklkOXhvvG0LjrpIXfSy6SFXEZmpTSQjmNG0gzewTC63Ef8e8/1xx7se0wUfg+IAib/C7iYfIZYBggIYmHSpG7lXaZKR2tEKEFxPDTx8pipXtFJXBU//dysIm79Ho08NIfClqceQjFkRs3ahPKdQQrcZ6vL2ZJs/3e9fXOfLa4+lMne3AQ7mxvcc9+Vq9q2/ulPNMuS/1GW+7dt7UQCBPi26wUJMYCb+KcCK1LB7yLdIewedXnqe841EWQp5NnDB5JlcpN3kysphRHMQoNQj8SBpEKgFioEMQ+IeNJ9wnbzpv1NwbbAwekbRMtTnVbHPLZpa4q5XlLpXSMpvDbj3m6IDwGWnSM4/20miEanJ/+qd/6q666iqH/X3//v3uuuuu86FxqOwnI1Vtfr529FHy6mbKhJ1fUuY27Vee7q5eLaDKRKcEDdUVJe5wfaerqSKncHQHpnjHD3SL5ww9u0O/gH9+4rA2D1SLynePbW91771qlqurSF4N+aE9sE+TgcAlS/Ldo1tPO3wl2yXFvGllzZDfEnL1J26pcMebur2WBwe6SOqRev8bzx7WIqn0x1rEjyp1+DsvneEKCgpcXp5s5/LHMJraCPTlNLoczS9+OiViim16YFr7Ct286thrz54Dza7P5blpVQPPzfFWaYDyS1xlaYF32jx4qsMVqs3Vcyj4MpTJ8vxwLNFr+0Vl5e5Qk4Qj+TQVyqT07otr3fTa2OOY2rMXf++jSvB4z5eWlvrSsF/96lfdH/zBH/ikN1dffbWbM2eO+/CHPxz/HcZxJnHaxMJnMr3rkkp3RF7sb5xX6F4/2u7aOjrd5QtLXEV+j2vRg5poogQtttg8/TzBNzfU746canKFzn4IicY6le1RpfOmlWVi4AMZ6ObW5Oh5ahnWpbPVQPVd97DvyEEe6usd1AScVluHjje68+fn+2fHkl0Ng2zKHZhdkeu2dChbXSjP++mQrbCjo23UtSfU2+U6OrtdUa40QNJENrb3u472NtfYHHIPbDrtsxTKx9MdOV3irlLq7XAKis1Eex45r18bDZwzpdwcsxbzxuUlUssXadPq9NwmZw0NH0u6vQfbaBSVwQcTQeY6UtUSQL9nzx6f/Ia68EYTRwBb6PzaQv93yYIBB6NAtTrW1lGn1svuRFKSyPrNQVuo/VFfEeZExTrC3UjvaJR5CBDDzt94CfUm6vuAyPNtKs8Ajcx43bBMUq98fw6e6XQzKovcCplqZsknYjRapNwY2w7newdhnDCvWV7umfG2w63KejjguEkbh9V253wKZsWn7YG5b5T/yCkJIiQ/uk2RO/PHWOo6mqPoaOPJ9O+jloul5jt56G+88Ub/t2rVKo9DkMI22aBka7nY8eAKc6dkrH5rUvn3uWtVQ/5CZaGLRr15pe5Hzx9zBbkhX6+ZXM5GhkA0BLYcaFXIUYdfoFcruoPNaFNPoY/QmFsZzv6jXT30GGF7bC7jXeyHXm2fkokA4WUQeTAiVeoj3ReHNuzcCClBhMarisZ4dm+LT1/MXLMpfP/V04cUyAoEx2jlYgnXfOFgq4/u0OVemn+HVO2WMXOkWRh6HGyjmT6iMvht27a5srIy94tf/ML/7dixwyG5X3HFFb4uPHHxySRj8PGju2lfi1T8HYNeyKjH3qGa8dEW07HUg4+/B3ZmJiCAMx2x6CWKYw+qFrbjuSRSyW33r8+ecrWVJVLR97ul0wvclUuiqwQjsYCB4NmPU1advOVvVoXEwOkz8tzwz2xc+aMwTTIc/MLvZe8njgAlpn+E851U7Dh6Xnd+hQ+9DW85FoPfqtLCLx9qlzZgQOJn7u9Uzo1yaR6NRkdgJAYfVUd7wQUXeEcanOx+8zd/09fcfemllxz56JHujdIHARh5jvfFl0+rdtZt2jmnitjZ49hVrIgAIgOM0h8B5uzZva3ulzvlSScidPM9Vyh2Xp7JJK2BNiszIgttRXG+XwsOnelya+eVDH7vT4ryD5L7d5+v13W5ymiX41XCu453uhXyyo9FmJt+8mqTf6rJFUF/LIwuFmKp/w4Tzh0X1/iKc4TPRRMwYvWSOgUk6EIL2aMN5UIVuIpk7sfks3RY5WuJ+lg5yjMU617Z9F1UBo+0HqmiJy6e0Dns8kbpg8D5ClN5QcViiPsk5IX447H+uBIxGorR/FSLMlIf2cuWKnkKtjTy2a+1JCaJgHjCbTAvUHjJTxj749ub9OTk+FjiAm3MnlGO+FvDYufJpQCzhlC/Mq/REiL5E8L+6VGS+WqpfoO9XomyJDa0j5658eevN6uGPKVKlSpXm8UXDrZJIrR8DWHQpuVb7yEfJeQyns7yTN65rtYd0OaxRJvByHLC+Ao88nKjq9Lz1OBTave7i5VLwSg2AlEZ/Le+9a1BFT0x8eEq+q1bt/rUtbGbTc9vMzXN7jtXF7pGJTcpkAtpVUm30gkP94xmRpDwiU7o7o7+/URm7WklVGkkhl8L8hn9GFuaBn6kW3Y1uvy+cjc3SjjWRO43kWtJ5JRthCmHgi+kRy6TZL5uYZm7ZEG51/ggERHfjOqccEoW0HAi4+HTu1vcfoVA4W19qxygyEY3GpVIu0SN7l26b4U2CTD3JdrwjUbFWuC79KxCSINk5DNKHAKsA5v3t8nBrsvnQ3i70hGTrTKZhFNvl+tx0+XQNxKRpIacC9Ho9WOdPpwY81FxZY7be7LTGHw0oCKORZ3VQA1vKvoItNL0I+oxEtykkljuKR5CZTCFSvta8oRLw/BPq+BNOjH4VOKUinvD1LFvsrAfb1KIZG6vTyGLEWVebYHbeVw1v5XshEIxaH/Ol0d1OG2URA0RdYG3MxJ9PIREd70kb9T9SP4k2ZlRObqn9gWqOMeGol+hnPTp2vOzb0MWD77jPWenzCSvyW8HB3dC1Tdub/Q1JuLZtI3nnn5zqMqCoZwWt2h6qbt6cWFcfhjh98J0dKSh2xVK0m+VtpJN6AtyBF0zt8xresLPtffnEIjK4M99PfCOxBao6PkzMgSiIUBIy1M7W7xXLUyehDoIYahzz9eP0ih1CDAfSEeELqH+7BGzrS3LdQdOd/uFvVl+G4fOaPGUSpwqcotkDw0I089paWaQ3ItV0KBFsdOcW6OKcfEQoVRkTRwLLZHGAJt7i+yxqG5TvXkdS9+nwrloa6gkiGaE3ygb8Vs0z8lg8FSzZDNRp6qVhYX57uDpDrekLmfMWTTXSh2/51SX1zShEVqkzeLLysSHZP8uZe7k2TUajkDUX+mnP/3plGayG95NO5LuCCChX7/CaeHo8yF4+/RjxPlv/cLyEUuLpvuYMqV/06QmrysrcCSwaZV3Msw+N0d2dTF67OOEVo5E2NEp5tHYHnLzC4tcnyTqwKY+0jXBcYoccS1FapDix0IzVOlQufPGcomdGycChLYhDfOKZiWkbJqYT2q0iUs04cQZHuqG4UW3HDOhmr93fa3bK+bOcxWE5+FtT6TGeZb2OCqmUWc01ZnsovY0Cw9SNATpC8eS0UKLWjopl6iMeJKYu7QIU00Jr+fJpFnVRW5W9cAdF5wtDTqZ97d7RUcAEw4lX5eputtTu5p9KByL+Q0rRmbstETo0/dfrPfOd0jtzV2t7pplVUpDOlSFH+2uhMX94CVdq+cX5nG3Qp5mBenzol1gxyYNAbQxq2UGaVGqbKR2GPA4eG5c/WVzSTpcKhiW9OXKBJQn6X18GzfWwKqITchAEqahXaGSIlU18cKPdzM6tIXM+RSVA1RWDvzwFyxY4N797ne7yy67zI/4X/7lXxwhdEbJRwCHqB2q7Q6h5rxJDJtMddGoXirUR7bWe7sUNrUFCjHZIicaJLOxZiDDTouN7oikPRb4N8mGmgqv/GjjtGPjR4BnaLls6/zFS9jueZ5mK8MZmfF6QvluzfxyLZqjO709K6c+KsUhac2QAxef71xnJYfjxT6Z51XLvEJ0y66Tkq7FfDGDRHqtJ+r+RFvceUmNe0PmodKSUjdvWonrbG+Nu3k2hzuk4u+W2H+ZtIE8h6jrKZTDxoR4+3ATTqPO/5mq5JHXgV3L3ZfWSn0ffd2MuxNT+MSoDD4YzyuvvOIefvhh981vftMdPnzYXX755e6ZZ54ZZPjBefaaWASQfl5VfvpyPcDScvsQOBguNdupAoZnMT/SgF5WkggW4mLsUPqfCmLslHnIx8rgd2pjQdIJnFpwvNqiGOgNMVS4QR/sNfUIsCHbdYJY4n6fejRQY463ZyzO2Ggh8hq0dKoKIsm+Vc9gNCrSM1pw1i6qS/UMJ0tGHK0n9n00BG5cVeVWzi7xGsIZlflJzVuB5M0Gory8xOdXiafKCM/xa4qL36TseOef9azHrHCXNEGk9vbe9nqu2KCEE1XyeFaxyRMWSoa8S7UxyFY6xyWiIHD99de7EydOuLe97W0+H/3mzZvdzJkzo5xphxKJAFK0l5r1AEP8QEgAwc6UxZL3VyuT2LyzanAectTx9W1dnvmzwHNsPJI3mwtvL9V9ilWZCRuXUfojACP+oVTiSDBsAJ/Xxux+JYipCtsIjnUU2MHXKO0x0hJ2+2tXVPsa7m1St45GK2aVuhdlMuqVvx7Z7y6PKDwy2vX2ffIRmD1JJpMTCtvdf1oJasr63OVLz9rwYgzvoM799e5W5V7Q2qO1D8ZOZAe5GEiRO6My1z/jrxxp8z4/fDdPqZQhntOAWAMjQz6D77LlNSaDJ/79+9//vvve977n7r//fs/oKeVqlDwEkMJ2K8YTtXuz7Or8CHloO7pJRTLA+Is1B0jaAYNfdl6xj2mdI9sWu9Z12uGON7kM6tRdMg2gIeiQt63XIiRvuNZyghAgWoHNWaDZQV6mWuFEGDxdw0kSaYn25syo9tXkOD4aEf/+4Wum+7h7tEnmBDUaYpn5/cnmbvfvW+oVhaFcC33K0aH16aqFA2VjRxrxGTnNoSgizFJ7Va9loGY9m1cyIg5sZhvE7FXxUELIjmMdkuzr5ONR4B16XzrU5jWXaDsxMWYzxeTW06dPdzfccIMjMciPfvQj95nPfMaXjv3ABz6QzZgldey/UhYxVOwknkB2hsFfMKfUJ3YIv3G4ZI0N6m1ra1ybFvgyPfDlE3CumyNv+MsXh5QSslux64XDYqLD+2Dv0wcBpPY8xTsRp469ne2gopLGTHu0udwumyehVOSNZ8NAJcLRiHLE5LKv1bMYZMrjuniuHa3tTPk+UxNtxZqfXYfb3LRClZfV81ipMMvTCs08WVEcU7tYltPjujtaXJUiL2aX9Xgv+VKZhS5briJa3W3uhCJ1+rpanPfV086ztiDk9h097UpzSt1iKQjyJCSx2Z0ue315bocSfw34MsXq52R+N5mJtmIuAX19fW7ZsmWurq7O3XfffR4DqwWd3EcBCZ7c3RAeqORlRtVO3Ofr2qkqoage9ZxhEro2uz5NbJeS1JUV5Xub/Hh7Sl5o/oymDgJoeTaodOdjShfM80P5z6Uz4neoY6QnxKR/rQQzA7Hyzv14W6NPHxoe5hQNETYFj7/e5J2ZkKrefdk0qfKHe0qfkDS3/ShhTv3yxq8w5h8NzAw7Rj4D0lgX4ROktY1NIFJ5OCGZcxyvdzSV5D84X1pJ8i+Qcx4BJ9zcSMZONrT4COVr78n5JNkKyCJ4AiTkO3Pu7fB3Bw8edB/5yEf8F2S3+/jHP+4l+uFn2pFEIYBz20F5nJItjDA5pGioVA//21UlrlEqLmJCA1Us3yFt/UoLMwsnXnYn9cMgDSlMPxHED3OrduKYDZDILl9cHlcu8kTc29qIH4F5tUXu/VdN87HNQaGY+K92Xn2K/weJrUhWR7wxtQVGY/AUoxnIOS+tQV6Bioa0i8EPzT6HupSyxtMl4ZOd7mE5Q5F7PHzhHktf7dzkI8DvnvUGhjzeGHkSYB1r6vFaScx9G1bUKrvBuVTZx2Wff2ZPixh1rmztXa5C2RKrtSnAJETFwmmSwiMJx+HLlTzpCVUpRGu1fGaxMuSNniExsp1s+ByTwcPUN23a5B3sNm7c6G3xMP2PfvSj2YBNSsZ4oQqztIth8+O6SO+XqZhMQIR7zKg4t1MNjuOE0iPmHjiYsPP1O+IxJhcJ2ot8fWpXk09tyqbjuKS8nbLRr1IcrVH6ITCRbGTUBO/sCUnaCnmHJtSco1VxQzo7rgiPAftonpujDSnHIomQO1Ld4t3MH0yeGGZj8JFIpcdnosw27Wt1jbKHd2o+l0uivlBpYcdKOAhfKQdLnony0lJXKEm+re0cgyfLHUIDNneYeqc2lI3aZBJiicZyw1kGj90dDRDCzHkyW1I/4abVlfKyb5WfR6/7+fZmd6PyOowUSjzWfmfK+TEZfFFR0aDX/F133eX4M0ouAuxOr1k2NscQHE8G11T9EEgvGk+1r3hHwo89cLbj9Yw2EEaZhwA2y7eurfbe79WKjSYcabQY4h++1CAmneMTi3SpcHxxQY8PZYpEh0WcTWhIPiI4R6MNKtV7o/RE4Ghj14DtW3NUrOJEhxt6ZCbs9dE64+kxG89oIbs8Fw1Km8t6RYQQZiK0mOLz3nmOinEw8xcOtvpYekLgdig97TXLyt2v9+Bpj+Nxjl/zdih/B1EfRucQiMngz51m71KBAN7sb0g6ZzeLNygPejSapfj4uvIun1uaH8BlC0tjqlWp7LTvVKffFKydN9S+Fa3981QghB8Ptl28YGefNRtEO9eOTW0EUPPzFy/lS0JjY1CtVLhIV7V6jSb1z1TIHfkUXpSHc6UW9RsUh83ibpSeCLD1Is2sT6yhfzHXJINWzy6W30inK8/J9xEf7RJOMC2WSls4XT5ImHaQ7o9LzR/4JnXKTk+ECPb3vLN2SDRBJMUxGoqAMfiheKTNp4OqvkQhBbzi2d0+q4QP162o8s4lQSdR47dqq0tSkQ1yWkItjwd1LPtru8756auNg3mof7mj192gLHmxJLVVSojRLbGrQ+pbSoeSBcvIEACBecqa+PyBNm+Dx0Fq8YKRbaE4TPFnlP4IzKgo1FrT4SVjOO7cGjZu42cXbBZ2HGtzpyShVxRK5S+7+UD9+Hx3+9paB2N3OSGlUpY9XvcjSRKaQvw/WNNwqmO/AT/HvMPGY35NsXvhUKvP29Gi63HMMxqKwJhmjDCPyXTxH9rV7Pok/zq/c9Vz7Heq0n56O1YBtVhFqDuf3Nns2FhTFYq84tEcUiJRozADDnsD1Zfkiap2UenHYvD8wNbJac9oaiNAKBuZvchvwIYw3FEz1shQp2OP7exvUR35crewGvlugC5VXXlC89rE3NcvLJTPiC2yATZT+RUGe+sFVZ7Jyo/Nq83Dx4ND727l4oCxLtOmn7wHsYhN4NHmPs+MKRhD+4vPRuogfQe+GJgnN+tZg4VftbR88BlF9Y4zHlofYuqXzijyKv1cLYdsDpD2sc0bDUUg5qw8//zz7n3ve59bu3atu/nmmx256Wtqaty6deuGtmKfEo5ASFU6qMimjatXXVEgIlwyxzmFjHXlUptjL92qhfvGlUM9l8M7RdKcrUfr3dH6dq/2Ki3Id2yE8dTHhm+U2QgMeLGf9qGXzPvDsp2Tp3s0NTmOdt/ZfFoq+HxXLie5x19rcG9dU+FQuUM4UV0RZ5Y6HPFQ9cIMYvmIcE8S95RJTUvolFFqEGCOyGYYSUjjP3utWSr8ftWUz3GP13e6m1ZVDzLjyPP5zNxX6/khQoPXYzI9wuAP13e5w1K3s86RoAs1PPkb8CliU8C6h3Mm+UBuW6NES7r3QBGZgTVryXTbUEbDOzgWk8HPmDHD/df/+l/dpZde6h5//HH3la98xWezMwYfwJecVyrDbVV60PlKv9jY3uMdSaiprd/SILGrHsz1rfeoR0cibKM/faXR1VaWSNU1IP2z867RTpgfZvjGYaQ2RjqOJoGNRpF25GgGjNITAVJ2VmmhDDQ1PBMDTDT2nLXJBEQFL0Iz0eSg+eH5DBh8vKOlhjdmJh5hnDbffVmdV7liN0UNG9SXp08/UspddLEwhXevnybNVMxlKt4u2HkJQgCJGbt4Mf+ISvrzfMx6LI0QjPp4C8WHcl2r5phN3gGZIdEMcR2mQ9TvPBsDCbvY3OX6dTCohRFtfSGsc8+JLveGnAKpXLhheUVS6tonCLpJbybmLwcbCZXl2tvb3Sc/+Un/N+k9zMIbqoqjjwdVvhpJ6EWeeQ84vJwDg/hSKjTB2MnZHKtKGCr4MtnPiuSV0isJisx366RanWguapjEL2UmQJ9G3e83y3GqTm0bpR8CZWKi+FEUqfY3tkwYfjzSMQ5zLOM8Q7n5+hOTD6/eFc9IeU5+pTK1lZLOWFOaFR5HQSO8odmo1rf1uTsurnE805zHIl8qrRLe1MTY33bh6PnL4+mHnZMYBBAsYMZI2eSX6dMCMFpEBKmzW/a2+bldIjPOGiWvefFgm896SBsURmrQc4DQgU8RhNc9wkMs2i3m/qLs8NP0rBBeTBVNkigZDSAQk8Fjc/+zP/szxS22ublz5/qkNxSeCcrJGojJQQA1FTtTmDcLYocM5SQSCSfUXNfL7n5aMaBFsmHFkqj48WEnJRY1pNcm7aBR7UPc57A2CicUp8yCj6MK94yHSGjSpR8VqlQksFcOd8gRMHMZ/FRONcoP/doFuW6bCnQgCV2xosT1q757U9foM3394oEwpQo9R4vmKuloT5vSf45+XXAGz12lUobmnnVyLtBGY4fCnljYi7XxUBVR98KeE64qX06k/e3ahKhMbY8cq8ToW1q0eWyK73kM7pfs10zyQ8JRl2qUx5t6/Vpw/YoKrQ0x2YKXkK9Qsqsn5RDXJeZOlA3rDyFuhK2RZjsyHwNOcretne5V9EE21FpJ8QfPdHkTI/kXcLJbUFeqvAo9Pg8I8fcXjBL21ippiJS2qIbIA4ImwOgcAjFncsWKFV41X1FR4Z599ln32GOPOdLXYpc3Sh4C/DiQhl8VA0Uliq0q8gfD3VGtz68byvij9apE510r1dUrx1TEQT+ENXMqJU0NTD2qUxyvKrToI1Ed0g+OMLgV8nYm5C4WeW/Xs7ttTg3Pjx/rOvsuNQjghDQeRyRU6Dg/lZeX+2IznZ2xC37i17FPFcFgHizQpBFFOoeRsAiz2ZyrmgcwBIinrOOspLZUNtWf6ZkkJJRyx+ulaTJKHgLPyGzCBh9ziPbq7uimLnefqhCyPhCVg6YH8xuhkOFExUnKU8ta46u97VZ51zKtMzi9dauht6yp8XMYfk3k+0Va1/CUJ2wXM8xFinnH2e4arVUc5xmIJbjQHj4CpEquzh0ojhVZPjbyntn2OSqD//SnP+2uuuoqt2TJErd//3533XXXuQ0bNvikN8uXL882jFIyXh70RNYxxlHlLRfVOhbn7u5zmaSIL2UH3KfFlIWZHTHlaOuVfOIaxS3jRDUSLVK4HFntcNTq0fWo3YyyGwHU8Y/K34PFmWeKLGM3KgyTDSNRHpSOrZI2iu/2KBdDXyhPatuQW6fFHcI2e/tF1V6Nz2I93hSp2T0L8Y+ezRZ+D5jT0agoCl3VJDv9fP1MdQ1QkyMVk2GTcNmATosp4wyJJrBXZp+jymZIkSEf1qaTKFbFnMcihILL5FsUSdjkY9nzw89no7huPnHx3b5i4UrLsBkOT/Rc9H/0R3/kSpVWcOvWre6rX/2qryA3f/58d/XVV7s5c+a4D3/4w0MasQ+pQYCwJ7zp2WlTE3k8IUqEnOw9qV20dvDs4skJvUBagXapzHCmGSm5DiPmR/h22U4JvWNDMlbbbGpQy567tkq80vrtE89gdkEi7pDTHGFKDQqtJKENeQ0SSUhjaIyQ+pDNyUiGHbVW3IPiSRA+AC/JborTH6lQr1aRnPlhyXVQEZcntlv+vvbPcATww3n1SIdn7lpGZAuXVK7f/l5JxThWUo61VG7th5UnfolC0wJNIswZ/wmImeY5C0h7uEmlpbLp82c0HIGoEvypU6e89L569Wr30EMP+Vz0e/bs8er6iy66aHgrdmTSEUDKfnxHk6sVk0VVhjofB5WxMtmVsyhF2yXmPpAkhx05djHayveLdOyhYSaYiBd+7Nbt2/EisFNS2F6yFUpNXiuJmZSfmw+0+GpuLMiLxdhflB2cynGUCE4U4aWPVMiyDyNHKwSjCKc92mBQknagtHGu2ynT0CzZcS2PeDhKk/OeWhenVX6VZwHtCf40F84t8QViAms284j57Sw/9x3DAXKG5oxiMVR3Q7pvUMQPAgIOc4neOE4OGpl3l6gMPk/JVL70pS+5e+65xzvXMeylS5f6v8yDYGqOiFKJSEDBLpqYVRzexkqo4FZLrYV6rrGDkDc8oULuqsUVQ0owjrVdOz91CBDG9qqq/6EKh7miTv3xKw1i5iqzqeekWwwYyZmFmMJEiWTwMAns7jtUKATnThxBI7VAR/5/e2cCJUd13f07+z49i2ZGo5HQvqINoRUhIwEGIbBZTYzAGBv7JNhZrGOTxFmcOCfJiZc454STE8dxHDsRsR0b+4NYxhjEDhJCaEW70DJa0Gj2fe2Z7/7fqKSeVu9T3VPd9X86o+6urnr16veq6753313Usg9rrG06gIRfPNxBoV0Yuco7dvzcdGaswCGgzPyJuRoSe8gIeCy5QSN3XAf+vdo/GKwtV1sI3wEYNEIwtIP3DAqeRXB/s/zUw9nvmIP4X9wJBBTwU6ZMMfnfv/KVr0hbW5tZf587d66UlOjamH5uV9NWrNFPmjQp7g3kCQITgMU7fpxwX4KFKtJ6wtc0llKqD2Wo5GH9Wpg7PPOq9ok3D7UrVPgwkBqvce9ZnE0AE2ioya2CeN2YZeGhnYHZtOpQsVaOMqf6yn7W/qN9xewt1AwO2qIh/Qf7Dqh6ce+hbSxjRwBGdcU+Wm5oYu5Y4DHr8xDWwVwqIdit4j+Qs7Zbr5iU9A95pU7Xy9O0zkp93kTqsWPVwdfoCFzpHb/jxo8fL5s3b5ajR4/Krl27BFHtKioqZN68ebJ+/Xrj7uB3CD8mkAB8UddqAhqo5jELXz0uZ8RDPZqmYG10tfqOQnVaVZypD33M6PXJqwVpPl/VvMuY/XlVV3etGtKFenhHc17uGxsBGKjBAn1A3c0mlOSY/vetCTHD0adQn2KB1AzMinPkwIdd5qF6Amvi+j00N9PGIBLYOE1Iox5RmkdB3Tb132SNZ88HvW8POuM9BmBwx7WjIKXwoYudchBumqqqQXyFal3/v0GjIGKiYhUMAhCvwRjr+X5h7cDXqAiE7T1YzdNyPiqmCdsZsx67LO1r9MeGP/+CeNP4MSJzE6QF1ucp4P0pJe4z4hYgGEyLGsnhAQw3R7iw+c6AMTZbNrVA11GzjPET7DJg9AYVK1K6LptaZCyOE9fqkWe6tiZPQ50i8pjGsFdbklYNcILY5laUvZF781OyE0Afv6Fx5HM0PDZkNrSOGGCe0WfJC6rWR1kJa3r97h2NbAcNFLSSmMCo4kkaVYOIKHVwpQvl1ZPsnOLR/rACPh4nZZ2JI4AfF6zcoaLVoIRRFwh3rNNCSwDrWMweWcaOANL1tmskOITxRIHxU2Nnvw7ORhrKYUaM2b1v8c22BYG6Q6N+YWkHXXoLMhVGYFTpW1+s7+H6Bs0BBidT9RWBcHbXdskKXdNlGXsCGERiGQUFAbZGq11B8Buo+DUY7bChngrybn0uXWgb9nXHswX++MhWifsa4bRhRAwjUbjwfaiBb+BKma3PsI9eOzKj5tjTcnYLKOCd3T+jah1con61t9mMmKH2ur51SFarQU2wgrX2043DeeKRvQkuMbM0st1JDVqCHyl+6KGOD1Yvt9tHADOaS6snplIYqVk5saM5yxvH2s3seTj6l4aOVaM8u7RBkbQDD2wY5OF60Aa4aPoWCH2EYsYrNEaWe5bvPnwfHwLvaQhZxMeA4SOWeqBGR4jiSAsGj/CL10eGTFb3Rwh3CO0BFeAwBkZmTO8Q1P8w5huut18/I0Qt7gcUYxyqEwssEQ4PZofD1l5s77tqMDt8BP8PRCCkgEdozh/+8IeyceNGs/6Okd1oR3OBGsFt8SGACE/4oULdhR/OO8dbZGp5lsZtvvrHipnc2x906Bh7yMzUmzrajAU0Hqx3aixwJB3BCNpXFRyfVrPWUASwvo5Y3gfV9gJ9AT/mWAwf8bzO1+MxQKjv6BPEVMD7ldOR1Ojq+8NqE6zv6zSxB9yponXJtOrAa7Uaa55saDexFBBIBS5XVoGW6MUDrUbAoCmwDbl9fgnvPQtQHF8xyK9t7FMPC0jaNKP9gxdGpV8ku2BNQN8hQI4GvjWz9TNaFyYFa2d75ESjV+bWFErOpZjFUMfrWMAEP0KOd2h1TuugTh9XZvA5X5dyfAd+GMjiH0vkBEIK+Pfee89Er/vLv/xL+e53vytvv/22SR2LkJUsziKAuM17Vc3ZqjOh6pIsma/GcPgxYOQNAQ9jJhT8YGDk5F+gxseaaJ66NuFRi1E2sjqVqIDHqNsKbet/HD8nnsAcDWo0UQU7TNQQYjiWMkl939/VRC71GrFQu10meDKN4d4pXRe18nT713uhpUdeer9BNPacfpWm0c3y1UBu5DKA/zHBPiN0LR7qGFhMGad55CuvRD0z6mGdTFjLEHDfwn0by0Am2Pm5PTABPCUQHtsqeCZoV0RcMEDA3VGoWhkUuM5hWQlRDBdNhiYg3eQ2wXcYoMKdskgNexGoC5+xJADXPAwosJTTpEsFiNOB2T0+j/dc/exCXSyBCYQU8Nddd53893//tzz66KOCQDerVq2SZ599Vu69997AtXHrmBCAuhOjZk1RY34kCHIC95WpFdny5nH1j4caV39v4z05Uhok21uu6tCgkhNVleGlVX2p/QOUjMnF8aQBCYRzSQp4kM9GRCXDsgvUsfk6okMoY9wnbfowDlYOnO1QN0p9ZAyqOl3vEUQ7a9f961RtijjkSGmMwWC4Ak0gVLhINYxwpv7unTDoVF3h5Wo6NdkSAqiwxJ8A1ObG7kZDDKtNnElM5B+HPlQr/LU/mHj4b7OOR73+dU/R+PS+ZbGGyIWaHx48iJwZqC7cT2f1fmpWlT7upYk+URF963Lj+4y/1hLswvPy8qSpqUm+/vWvS21trezfv1/OnDkj69atC3aILdsRL31gYOSanB0V9/ZGkDrLjhMluI5efVCf19jPxkhKn4tQZSEK3TVluTJL1bmYEeGHtGJ2udToCBgJg/wL1kHxbK7XqFZwiVulqlqP/qBSseTmjnyIRHqNTrt/ECymQYUrZGG0SydYasP6KtTyuD/w4GzX2RYeqIHyboNRu/58mtWgL1193KBaPaP3HGZoWMZBzHlM9JD8I1zZr6FR92nmQRhQQR1cqholqPytgmuB1glr8Bgw4B6OVVNg1Wnna6rcP4GY4L6A2yJm3AiABFfKSAZtVl1wb8PADQZ0qAv2E5PVhRclK0vdI3Vbf/9wkiHrmHCvqBPRMgMJdxyLqIh7VHvZrbEdEEcfUTgxYHVqifX+CXU92dnZJuKs/z5hKdxxxx0yc+ZM+cEPfmASlSAvPIuzCGCmjehTUHfix4AH9vyJw12LG/1ji0tNg4uLC0wfBms91GT4Y3E+gdMNPbLzFLINqnzXhyayrlVFGYQIx10/GQJdYxzoIBFW93BFClbmTyqSYxc6ZeiSLK5WYQ4LaAwwEBUPBlGRlHM6MPCYNV4sBQ2pIO9RlezIZT+sx8K+AHN5aJdYEkcA90UkA7VgLZo/scCEQtaJtXkuBdsP2+Ghg4RVSFyz+Jr8mOw6kGgGmgfch3C/w6ARSWhYNIFQIAif/vSnjTr+ox/9qIlJjzC1f//3f2/WTgoKmL4xELN4bMPNf1iDk5ibX2dWFUFmRxjZIivTu+r2NKQrYPOqi0wikUjbhOAScEuBr3Sw2VukdXG/xBA4rDMVGEJp15vZNNKzRivg0VLYaGCWFklBdLz7llVJQ0uHyeOOpDWHdA0VWcSwzhrpLBtr6/CFhioerlEQBIFKtFqJQHVwW3QE8CxAlj9oZqZrtsiyIEt6oWq9qNqcE/Xd5r5cqgPIYP2Ic7x4oMWsraO+t9RX/hYT2jigWAp6SgwuEUinVd1HsWQU6X0YtMIU+iKgir6hocHM9J566imjnn///fdNitHu7m4TphYR7eJZqKIfNk75jabdtNxT8ACvKUXAkiuqTN8+wH6TNKY3MoQFU63n5OSYpQ9fFT3WyBCpDukdkRe+WlX4o0keAyta2ACYUbmqzJCUAjMCJ5VYVWROUtHXq7YGwhEGTebhpnkEYKyWo+ptuCntru2UA2ppj1jhVdqndvQB1IAypII5Tf/0fsNsH3746HOkDoZrZSTnQQZDGFchNgPWezE4te5zJ90nwdqSCvdPoGuDQd1v1XsBAho53TGIrNGQ1cEEdKA6cL9tUxdMGFB2qgDHc6VIB3SYZfd6YSiXdVlFj1zzmMTAqE9vJ2P7U6XeFNBGRlMQbW/roVZzPNzukJ8Dy0+jtVOJpg3R7Bvr/RPqHFGp6D//+c+bupYsWWKs6Hfv3i3PPPOMvPPOO7Jp0yZBXHqW+BLAelKR3riWPM/Uu7ZLrYmLYls+DtrY/SrUEZcca6Cluua+X9dG184Jv44arMK3dRQOVS1+pOdaOo1WwN9wJtix3B45gfma8ev5fS261qlr4hjclWbKS/pwvk3dyd7UPkDioQJdrjlR32uMk+IRkhaaIxjWRVvg6vdxXTaCEGBI0mjpxW9/DNYwFi/MGR6Q5w+mGwEcaW52tAxW9PDYwQAwU+8/ePW8eKjNqNDT6vuNIeckz/A14P6E8dyACn4UzOixLfoyJFYeeDwve/Q6MJuvunSe6OtLnSNC6kKQA/7111+XT33qU/I7v/M7sm3bNqmsrBz11aNOzCKhKUDGOparCcDoDVbt6WoPB3c3ZHnDSNjukqm/aBg0oWDkC3/4cAVW+5glYtBh1mB9DsDABCozFFjyX2gd0Jmlzw58awsBCMmPzCqWbepLjIficN8NGsM1dKdltIZZTIPOyKbFV+kW9TUhbC6stFmcQwBGuhDwGhPLeN1AOxTN7B1XAi8LeGPk6RwBz686NbZDtkDMrDO1z0/Vd8kkz/CSEO7Nj8woNkGWcvUeRna6WJYIYaOBAUWPPrvS9Rxod6m627EEWYO3wEyePFnXx4bk7rvvlvvvv9+ki/2v//ovo7a39on29eDBg3Ls2DF5/PHH5Vvf+pZR18C6Etb5+A5l+vTpUl5eHm3VYffHEkOyFGhDb5ufJe9pDm+sfd44J1dKCmB0FHuBD2pm5sin6qyadDlW3yAFaWr9qjOqxdcUiVHFBjkN1LE7j7fpCNmrI+4BuXPxOBOJzNp9XFGOWvQjEEqGtOm6/sSyzJD1Wccl8jVWFZnT7p9xJZm6Ft4jGVBxKkDMwIryc6TCMygwwivQB2i7zqDmVOfa0gfW/RPq/khkP47VuVLl/vHnh2fOjbPT5TVVd2er0LxWU8hOq4rMPsOqa4IK85Uz0tQ2o8v4tK9U19zzGmo2U1OQewcR7lpDzuJEl0qV7n9bWXTnsI61XlHbzdeWy9vHWs0gYqFa7deoB5FTS6z3T6jrCbY0lqYCPIiJixjhC4GAgDff/OY35eLFi/Ltb39bli5dGupcIb9D0JwnnnhCJkyYIF/4whfkG9/4hhQVFcnWrVsFgweUz33uc7J8+fKQ9fDL6AlgIAXNySAyN/iUdl03u6A5urH2Hu6HgUAn+2vbjRsNVPtYU3tgRfXl2hBa9CdvnTdq4ykavGT1rNKg7i2XD+KbmAnUNnbLr3df1KWbTFk8pVgfykXGMn3Lnovmdeb4fFmg1u/BHgDWiTFYQ9+hP4O5I+FZgMeFrw2HdTxfSSAQgR6NYfCj188ZjUC2WlXeu3yCaiKHNYaB9ue22AjArTyQAfzI6Zxf3ZhRP/jgg0agw12upqZGPJ7RLWzAnx7CHUKmpaXFCHec9pZbbjF/eN/c3Gz87/GexT4CZWVl0tWla+4aZ8C/qOurKU1NXf5fjfjc3t4haiYj3TooQLmgseubmka6pHxswZUReYv2JUv8CBTqs/LBJUWXTtB/+XezZqplRzFgfk+hWgB/9jeOtOt6KCzb0+X+JaUBM7vht48HSWdnZ6jq+J2LCEDrh3gMWCIKFs72/kUFusSoBrelRZKXocmvmtpcRCgxlxosumxIAb9o0SLZs2eP/PCHP5Tf/OY35kGBKHbwi4+1WMcix/yGDRtirYbHjRGBaWotvedMp7GOh6uTr988dEFHLnRpmlINh6tWrIglHW7mOEaXkRKnhUETwgnD5qFY1fGxFBi6vaDeGnC5y9ZlGkSyg/V0pfbfztNdGvxmccEM7QAAMrFJREFUQG6YUUTXo1jgJvkxtU29cuTDHl26G9S8FB5jEOl7SViue17vnWZdBsLy0BINXbxCE9P4FxiB4h4N5gHkvz8/20cgoJucVf25c+eMUL/tttvM7BozwEceeURHa1jxi63A1ai+vl5OnDhhDPcC1RUvN7nYWpw6RyEyIaJIjSZKIAznkDce0a3mqf/0kslXXKO2q8HXdk1YgwfCIX0wIIvUaAJmpA55+6/krNo5/N+eFk3O0SvvKPNpuu4YrXsRWoUZGOLPW2p5PLTRt6/qjB5GcPrW9OUUrb+0KN9o3qKNRGb/1bPGeBOoU+8MhL9GFkrEOMB9NrMqz9wb1rmPaRwERI5DXAMYetbrTH6K5hiAq2aggrV3DPid5G4aqJ3JuA1s4QbtX0LO4KFO/+IXv2iEwrJly2T+/Pnyne98R5588kn/eiL+jOA5WMdbuXJlxMdwR2cQQMAdjNSRCQz+9v4Fvq7lhcMhJSuL0oyL1rWa9IbFfgJvHdO48PpghRdDlkrhverueOu88MtnCGiEsJ4IS3u9Ds6QxQ3C+4CGj0VKom61gEY8hfOtfcYyGS2HlwX6ncU9BBAVEyGJEasgSw3kEACnU+8dX5c5zMzhEmcV2OTYVeClc1oj0sGNboZGNfT31rHrPKleT0gBP2vWLHnxxRelpKTEGNrBve2GG24YNROqbUeNMOEVNGnWsWd1xggXOa/aTzyyquKqgDhQ6yJFLdRx7eqH6tRAEwmHF4cTFilj+BijoE/CCWDEikdGtt+832Iiz8GV7v/tbpYHl5WbQDMV2nfIaTAcflb9k1UrgAEdlHWIGR+J25EJO6oBbPBQXqEuT1TJxqHjE1QlkrZ0a9wNJCKCsG3X5Ti47voWuL/BPQ33BzRAczVxkOUi67tftO+hRfrpu03mvNAmHVZt4IYFnoB2IdHW7bb9gwr4AwcOmBSxMH6Dmxys2mEcN3HiRLcx4vUqgc3bG9Wntc9Yx+NnvlPD4n5kdvEINit1/Q1ZnVROmFnhTX7fj9iZH0ZFALPv/93RqK6TmcZvec3Mq9c+rRMg69vLGq0Qcd9PqvvcIo0VnqMPa0y4kLcAs7KpOkvyLfcuKZM3NCJZvqYPXj8/P6z6HxqB5/c1Gz/qPh131LX2C+rgzMuXavK8RwS7G2YWmkQu5Zp45mOL1X1Wfcx9CwZwD68cZ9IMQxBXBQml7XtMJO8vaqAsLPMhBDIKBrIYPA7nJoikBu5jEQgq4K+99lopLS01Qv6v/uqvZN68eYL0sfBRh088S2oTwNrsK4dbTWQqWMBCZZtnAmGkqWGX16zbfsQPAUJOblzBqDZ+WOLyESE9H7ux0lgnIwBSKG3JO5r3vTh3OHBSrj6U0ZeIMw4jPSsgjn8j8XC9a2GJ/+agny+oQMfADnnAc9WAH1nqsHZbrpoBluQksFAHgvgLVSDY7Ra80ApYNiE4N7RTOE+oAi0WBqvYzxoYhNrfLd+F/PV99atfNQYRUNEjHj3U9fFw0ncL7Hhd51k1gDmqBi96j8sanTXbkccdSSA+1Ic2fiwQ9ljnHV5iG9SZoGhktJEzvnhdG+sNTgBx3PEXriBWN2KEY8YF2wmEEs7WtdWPX1d6VT5u1IXZONbq0feR5iXAQAGqXNFXqFhhWR1tFLRw18Hvx5ZAS1e/vKbGlxjwY4b/kVlFIwSxXa1Dauu5GpzpfbULwT20SK3zQ2kH9HaTrQfbNIZ+vwl3e6Nqs2j7M9wbAQX8n//5n5u1dszWT548KWvXrjUGdrDUw7o8i3MIwNr1JY31jNkzYjB3qNsKZl7hRrzhrgA/GhhxoZRp2Mf2ngyTJx7GNqWVmRqDPPTIPlz9/D4+BE6rRfyxOkRsTBMskcBADn3103dVna+q+CKdyT+8qjqoW129hhbdsr9Z11ZVNaoz8I2qgkWOgnAFs7jrNWUtcnPDmv+BpWVBtQPh6uL3ziOAQT7WxTGgRNZJJJOaUJIls9SyPh5lxbQi46WDSUu4df0PLnYPJ7XReztbNUZ7znTJNWrNH8ngNx5td1KdAX+5f/InfyL5+fmyd+9e+dd//Vf58pe/LIhLv3r1ahPs5rOf/ayTrsHVbTmn7lLQXmHWnq0zLhhGwT893I8iHLTplTmayrHNqFhhRINR8XhVC/ergV2N5g2nAVU4gon/vlaF+y93NZnZDu6B3oFWuWO+x8zSP7O6wsy84C+PBC/+pRE+9drPrx8dHixaWqBdpzrllgis81Hf9ZMLzZ9/3fyc/ASw5IKc69bEIV9n1k2d4fNW4Mqh0cEaeqe3V6pLIx8QRCqgsTSkaQ7xnw5rh10/MUFhCRKLHlFx4J+Odfif/exnxr/u+PHj8vLLL8vixYvJzUEEyjS0aFdfp86u00x2LqjPkNgh2oIfRKNayuMnUqFpQOdWw70tTS6qYV11SaHMVIFP74doqSZ2f8T8RnpezNpLVOuC8LNduq6CeASYVQfzk8es/0XNRAeDOKRxnVmlsev1YY6BY7uq6u0sWErapzMsuFzdpCreKVzqsRNv3OrKU2NLxMCobeozmhkI98lqRR+uYG38l7uadeLhlf6hdlk0uViunxhwXhmuqqDfT9Llgr16f+Ne9aq0Nymz9f5l0aRBf63FHwQi2L3wwgsmyA3W35H/HUFusP6O7+JdGOgmcsJQu0KNhSATpflZcufC0qAZmYIFukFcgi2aehSpY7HuhTXYyRq7FmthSPUKQykK98j7ZKz27NE18CMXes0MHeliEeVu2ZTwudZ/owFNoHbFemeOxgs/oZb2eJj36Kzt1rmeywZ8+P0jxHSsgW6w9v/L96Dmhf++Jjm62Gus97lWP1Z3TOTnxe9/ihpmIvIhtEA36uAsEuM6DAj26zMFGsUi9bmDf32NJ7AWKfLWjNwT1v2zdFCKpaRZ4/PkumsKXPe8iirQzebNm03g+pdeeklgQX/48GEzc0dwGqjtN27cOJIwP8WFACyTD5zvMhbJa/QHhZlYoIKc3LHk5bbqwszvPILU6OwvJ3NIdp3uMOdcNaOQ61gWpCR4hWV8w6Q8FdC9JhkQllUicVPDAxtGeLi78jURCB6QcHmE5b1vYJNoEWCgeFLz0cMvfsHEfEEqYdQHYQEdEwKlYGZHq+doyY7N/vC6wNJNmg4Gx3usXAeh24LJh5WOGnsaQ8zQh8T0LYT89Eoa/vrDC6grWbhwodkPRna/+7u/a0btu3fvlldeeUWs7/wr4md7CcDA6Sc7GjSBQ6axYn9Wg5Lco1bPcHlCfm+stT+4vNwYvllnho8zwkdi+Qmxo611VOv7UK/YFzP5g6qihVtKfk6P+kz3ykMry4MaZIWqj98lngAEJwQz/qIpS2GEpz71CG6iE3RZrQMDhB4djR0HMtNt3tag2gT1vlBNwAcq6G+dW2zuZdxfWBLCPmWFkQmKaK6H+9pPAML916rlQ+Cjzt7hBDMfvdYT1op+gqrPYQCM51mOd0CmVRZoxsKAYsf+RrNGCUu6r6/PZI+6/vrrBX8siSHQpCp3uDdhZJqtvQTV2FbN04xZPR7EMCp542i73KY/MpTTmtUNgwC4k+AB+luNWLZBrel9/UnNjgH+wzEwvIJFfk+/WsnrLAvJYrCeD5VarIlMApyKmxxIAFnAHlMjPKyLN6gdxqsaFAdrp3mqsr/nutiC1UAjlKO2IEbrpFGNkTYUxlaInPfe6U6zjjtvQl5Ug1AHonNNk6AV0vGjuSfydEzWrD7neM4E0ypaYDBx2LiiXD5ULWFhYYFMLMuT9nZmk7P4xPv1anNanzOeOnVKZsyYIVOnTpWbb77ZuMz5fM23cSSQD79ijeaEBy1cVDCCztBfmGVZirCRSNNolTrN4GYZWEHlCSvqLv2LpECN++CycTpYKJGpuvYOVS8K1GtYm2VJfQK4r4p1QPn28Q4VusMPcgQO+aD+6tTCkdCAnz20ASi4j5ClDuvu0Aqsm1NswuOGEw7DR/N/JxCA3QQG/ygYqGFGjicDnktYeglVMMmA33xNKQx1Q+3J7+wmEFLAI+sbUsXi9c/+7M/kb//2b6WhocHuNrC+AAQwq4Yfs3dwWKhj5jNXZzwwpoNqs1GtWH3XwcapKh9GVVCz4wcH17bcAO5QAU5lNsFiGgYq6xeUmjjyego1gNIkJOrX/BNV38K6miV5CCDox//taZantzdE3HcYTELIWwaVWSroMUuLpcBHevb4XDPQHFCB8FEdPHKtPRaSzjhmRmWeTB2Xrc+eIWM7sWFBsfxaY27AQPM/37x4yQPH3rbifoQdh51JbOxtofNrS1OBMDwsC9BWpIv9n//5H3n88ceNFT3SjG7ZssXEpg+wu22bmpubBZb0LFcTwBo71J9Iw4oHqKWCRze+qz7LWOssL8gwObz9Z0jwhOjq6grLFgMIzP4h2PFQxgy/SUfqd6sNADLJsTibAFTt//lmvRraZRqtD6LK3a2q9lDRwKwreutYm4mKiKkWtDdQ0VtJRjwej0k13NnZae0e9hVtwT0ayPc+2MFYKoIXQAWWjnSZgMU5BCBsMRlAvIQzTf3GIwIaRkQy/PjispANtdyv29rCq+gh3JGutkWNP1u6BjWvQYnev3z2BAMMtkVFV9vehFyDR8725557Tr73ve+ZZDNQ02dmDh+Cmfy4cYw7Hgx4vLbDRxl//gWzruVqTY+/0RYEsenQbHAe9aW2DPVy9WEPNWt1+Iykoz09jx8lAcy6YaeBmN4osOPoUkGr9szmc6j/Vs8sNupUaF3Hq4C1hDuO+bC5R4582C7e/n5ZMrnAPOhD1YXvgvneBztun7pq7lBDUgRUQZsf0Uh6HrUJYXEGAculMeuSbRBahQlAW3dsmp5gV4WUxqc0PgNsgUrz03VA0S53Ly4193KwY7j9agIhfznweYerHHzs4B63detW8/fNb37T+MNjds+SmgSwJpuuq2xYy4cVLBbcxtHiOSk6G32HGRD6Dg9fuMAhI1ikBbEP/AsyCf5ij1ra66CvuaNXH+gDZi3dUuf77x/r5921nSZiGo7XpsvhCz0m9Wys9fG4+BCYpS5pp9Twrl9V6Bg7Lrc5dDXW+eHJgYLBHpYd1SSJJUoCIQU8otlhBo8sclYEuz/6oz8y67zYzpK6BCDUP7a4RF7V5BKYxSP5AzODObu/zzb3GcGLACT3aKrWN3XWgxkXgtWM1hPihFn6yTJREjN0VgVbEDx0I01GEyk5zPgH9eEO5QPW7hEilcV5BKr1HsOMGl49GFDCiG60BYZ7SA1boPUhmdUhtfvBEg/W/ZHOOJplntG2JVWOD7kGD7/37373u9La2ipnz56VFStWyIIFC+RLX/pSXK+fa/DxwRvpGnx8zs5a40ng3VMdgrjxOSrQYam8Xt0nqyKwl4BbHIQ3LHGQLMZS6/u3FQ/bd073mhl8Z3evMX76jKar9Q1i4n9MLJ9P66zwub3NqpbNMMZ+91+vETS5Dh8LSscdE2oNHiGxn93TovcTXPAG5b4lpcb+B1oCDCAg4C+tODnuupzQoJjW4NetWyd1dXVy1113mXj0O3bskKqqKidcD9tAAiTgQ+CIqrLL1LgSKnPMeI7U9YYV8JgxIXiJjgdMWFrEPLhzUeDYCTDovNCRJvVtvWp8ly63Ly2xXbjjciaPy5FHb6gwltOIp8+kRj6dnMJvd5zsMip5aA5hWLnnTKdqCMpk8TUhlcwpTMSeSwtJDyFqf/GLX8gzzzwjDz/8sBH0lpGdPadnLXYRwJrrRU31iVJZnKmjXTy2xeT1xrtojZ3MwfwvaQgUqWobYV81lLxaoA+pejv8giWSzMD7Il+PzVMNK3LAt6vQD2TUhvvpnqVV0t7VJ709XXER7hZseG7Qpc6i4Y7XQvWzb+7EckyaiXLY1celGTt6PqQPCpLMwHL+vvvuM2vxS5YskR/96Ed2nJd12Ezgt5oN7HmNXverfc3yC03oASOVd9Ua+Tn1hf6xurvBKpUldQkgvGyTrl/CZcmTly43zigOe7EmeMmlWEm4XxCdLDuMOhzroHar5cM2lDukPIHrrsk3A0zYdcDuYt2cq12+Uh5CHC4w5Aze6/XKzJkzpby8XB566CFz+mh8YOPQXlYZgACydJ1TAytr1tOmLm7vn4O7Uaf6jmq4W50RQeW1YJqmegzZ4wEq56akIAB3osdWVxr/caxZwno+XJlSnitzxveZFKBwh7v/+uKE+51Dg4DQtch7AIMqGG6VagpkFncRQPZC2HRg2Qj3Iu5hltETCPm4P336tHzuc58zZ0GSmS984QtmRj/607IGewmkjXigD6g/CVxKoPayCh73/dgYssetvfmajATwYPT1Ww93DVjFQbREBDaCCj6WmTkCnyBqHozzIkkf6t8mREjc9kGHxlfIMj7OLx1sk7vVA8CKv+C/Pz+nLgEYU9Kg0t7+Dfm4h1Dfvn27MbCDDzzW4nft2iVf/epX7W0FaxsVAczeJqjFNLLJ5agZ6jj1eZ6jbm2YFXWon+qAzpIy9QFe5cnR9VOGnB0V7BQ8OFZDtgFdDkC4Urg2QdDP1lDHN6tLnn9BoqQ9OktvUNe6mWqsN9MnrSeC8pSohgkFQh0zuDNqGzCpDFnIrgxQ/evkZxIggfAEQgp4GNTBRe7AgQNy8OBBuXjxokyZMiV8rdwjoQRUdmusb49mg8s37k4VCFGqM6qPLSpVX9JhgyjkSsY2FhKwiwAGkBDIUKfi70P1iW5RYe+bQx7Gn8/sbNSY9mrMp6ljEX40d3G6EeBoB/ynt53oMPHNL7T2mRwLGeltZh32YY1iR+NQu3qL9biRQEAB/4//+I+yefNmOXr0qHGLy8/PlzvuuENuv/12ycri+phTbxT/WONwOVk0qcCpzWW7kpwAcoN7TXix4Zl2t87GMdj0LfXq2YFBAFSvWAKAAeA5zaWAGTrKeNU83as5Dg592CMI1LOwJs8sN7UPeTWKXbdcP3n0oZd928P3ziHQqPktMCMpZ4TMuHVKQAH/h3/4h0Ytjxk81uCffvpp4yaHzzSyi1tfsGISSCoCk8tyVGBnmqA30A5dp/Hp8dkqEOy/2N2syZH6daloQKZBNT+EHPEjVe9II4o/eAFo5C3rcHX7u/L+8ka+SQkCrx5Bsppeo6m5Ru+jW+d5rhocpsSFjvFFXPk1+jQEs/Tf//3fNyr5p556Sg4dOmQEPHYpKOCM0AcV35KAawnAUv/+pWWaKtSryz9iEtz4wtirnhsFqpafOz5HM9SpG55GzUPGsWs17XGgsqAmX1462GpyxuN7uE6xpB4BGGUeUe1Mubr05KlCGJobZBD0TX+delc9NlcUUMBbTamsrJRNmzbJzp075e/+7u9k7dq1Jpvc6tWrrV34SgIk4GICsL6HzUeggnTFiLeTrdb98yaon7MafC6+JvgEYW51nskehkh8yIYXjUdAoPNzmzMJINeAr7U87DTwx2I/gZG6siD1L126VL72ta/JsWPH5NVXXw2yFzeTAAmQwBUC83Smjsc2gpdAaN+iathwpUI9QCaq4R2FezhSyfF9sy67NGOt3aegjzH4wxp8u8bsQC552GKw2E8gZLKZQKdrbGw0gW8CfWfXNiabsYvkyHqYbGYkD36KjoDH45GBgYGo7HCQEQ6W9XB5G21Gu+hay73HmsDbx9vlA01k1K9xFq4pz5G7l9VIhq7ltLW1mRn7ueZ+HQAOGRffSAIzjfX1OPn8MSWbCXRBiGrH4gwCsFpu0lEwrOUxKmZxJ4HjdT1S29yr690Zskzzclt5CJxAAwFwxtFK2gldkdA21LcPyP6zXSbFdJ7G5qht6lNjS41vUD5sf4F71PKkSGjDXHaywItnLoOQjJcL4f7TdxtNJrB2XdtcO6dY5quRUqylT0fZOtkasTYWa108LnEEEJL4lcNt5kHa0tltUmoum0rXssT1AM8UiADW1HPV9sIqWGJHvgOWxBKggE8sb9vOtvdMl1FzQe2JNawD57plhroh+RqvRHoyxLF/S9VpiEYGlxWEL/X3Z460Lu6XWAK16mqESIbwMYex2+nGPp3FJ7YNPBsJ+BMo13uyQv8uqHU8MsRBywhXSJbEEqCATyxv286G0XGamb+ra7HW2hkgyEgkJ4MmABnnkEschk1HVd07RXNy44/F+QQqdWkGa5mlmju9s3dQZ03ObzNbmPoEsDSzfkGJ1OqAE+vsEO7RRtJEZsQ2jaWAwQGTz8R2z1DAx8ZtzI+aVZVj0sFCsMMVacW0AoklpjjihCO0KPyYUfBjQlYvluQgALezcxpIBgO16pJss1STHC1nK1OFAJ4XLZpqGBOEUp90lVhnj3WigCXDZ3Xi0a/eF0hj/PHrSmQSNQBR3zIU8FEjc8YB+WpQ9djqCg0yMqDqWYk53CNygiOyGOKI52alGUEPi1eW5CCAmRJSrLKQwFgQaO0ekGfeazLZBCGI79Gww5NteH7sPNVpZu9IgV1RmCHvaMbBSUv5XIq2jyngoyXmoP2x7jra6E8YZd+xsER2a7YvrJVNr8yhOsxBfTzapsCuQscAqpm5YvA02jp5PAlYBN450WmEO2bvsP/ZXdtli4CHOt9KGZyu75GsiCV6AhTw0TNLuSMwC6Tldcp1q+ZZbzdroPCyuGtxiYwv5gJ96vXy2F4RBPuV/EJDGrhmZFCbWFs3qypXdpzsEMRRUG29RkCM3UMo1jakwnEU8KnQi7wGEvAjgFjfyNBWrEswWIZ59VC73LOkNCYvC7+q+ZEELhNYoNn/9p3tNIa+SCy4Tt117ShYy398TYV8qPYlMCiuUfuSUAUGeXDDi8WLKFS9yf4dBXyy9yDbTwIBCPT2D4mu4JgCdWePfsZDMJfxkALQ4qZYCXjUQPczN1aacLR5qqL3NbKLtU7rONgZTa9UA6MwpUGTGL12pF1DInulWkPerpvjMctSYQ5zxddcmHNFN/Mi3UZgouZbb1frZljXt6irUZ7OghD/m4UE7CYAwT5BZ9h2CvdI29inVvbP7Gwy4XBz1c7kA3XzPX6xO9LDU34/R87g09TwKyODDyO77z5wTU9PJ1u7wTqwvoriDPnUDVVy6HyXSb86tzpfRhvvO9L7573THXK8rluzxw3KXYtKpSqKRCJDGvLsZEOPhmD2mqBLlcVUOTjw9oqpSbh/7H629/cPqFYqQ7xDapSnz7b83Ewd2Kr2ivLD9JEjBTyEUHZ26DWXmO4wlx+EH1dmZqbgIcqS+gTG629ofKl9xkn4XaKE+m0er+uSfWe6BarbovwheVlVpw8urzIahEiIv364Rfae6dC4+uny/rke2bCoTCaW5UZyKPdxOAEIXTuf7XiOvbm/Rc6riy/U9JM0CmemBvSYM6Eo5D3qcEwxNQ/P9kDFkQLe6/VKT09PoPZy2ygI5OXlSV9fH9mOgqGbD4VgRza57u7gKtDWjh4NvOSVfl3zR0GgkpZ2dcFUgR9JOfphu5Tk4mE1KENqNHWgtlXK8zggjYSd0/exBHyo+yeaazijCWxO1HXK9IosyVdFT6/emxsWlEpBpi5NhbhHozlHsuyLbHKBSmS/ukBHchsJkAAJ+BFAXAZEV0RkRBj1IbpiNGliizWwCdz64APdpT78FO1+gPnxMoEBDeEJ9TxiedSUwuZkUAN+UfN7GZC+oZGdLw2+JwESGBWBMnVv+uSycqMuvU7D6H5iaZmqZQOrDwOdaM3MQmlXo0D4Po/X9ffVM4oC7cZtJGAs5pG1rlXvl1aNoleu+TTKNCcDyxUCabqO4bhBcnNzM9XIV/rIBHs4r/6gKBNLsiJ+YCJIxImLvRoFyiszNXDEpOoK6erqIlsftnwbOQGPx2NU9J2diHoYv4L8CL06e0eWRMzOWFKDANTIWINva2uz7YIG9F5BrnkYkE4s1WejS+8XsC0qunowTBW9bbdafCrCCPWXu5rMrEbvZX3oZciDOisKZxGNYRuyxDVdilV/UIOefMpTKrRJjk8/sVb7CEA9n00raPuApnBNeA5Oq2CM+mBdTBV9MDIO2X5R8ylDZYm1SaQE7R3wSp3JsRy6gW26jtmhfyV6DAYFvRoE4mxjcOOo0LXxWxIgARIggWQjQAHv8B6DyumSd5JpaZ9q6iPJq4zcIhl6LDQAw0VnRUw44vDeZvNIgARIwD4CFPD2sYxLTRVFmTJ1XK7JiYyoZMj2FkkGOczaV6mBUkv3oLFmnqH542dWF8SljayUBEiABEjAeQS4Bu+8PhnRIgQwuGl2sSyYmK8BakTK1FI00oK1qU95xhkjPeR8Z3EPASTpqG3q0QAzGYKEIMECYbiHCK+UBNxHgAI+Sfoc7kexFMQgZ3EXgbPNvWqY2WzsL9pUg9OpMelXTb/awtZdVHi1JOA+Anz6u6/PecUpTuB4Xa/R9CAJSFVxpiDiFwsJkID7CFDAu6/PecUpTqBUl3G6L4WKRbatDp3Bs5AACbiPAAW8+/qcV5ziBK6dkK8z+Ex1qdT877pEc9+SshS/Yl4eCZBAIAKxLewGqonbSIAEHEEAwT/uva7UzOKz9D3+WEiABNxHgALefX3OK3YBAVjN52dTsLugq3mJJBCUAFX0QdHwCxIgARIgARJIXgIU8Mnbd2w5CZAACZAACQQlQAEfFA2/IAESIAESIIHkJUABn7x9x5aTAAmQAAmQQFACNLILisadXyA5zWFNLVvf3i/XlGXL1Ipcd4LgVZMACZBAkhPgDD7JO9Du5r94sFXePNYmZ5t65bm9zRoFrdfuU7A+EiABEiCBBBCggE8A5GQ6RWPHgAmSkqNhTisKs+SDegr4ZOo/tpUESIAELAIU8BYJvhoCntwM6ekfNO/berwMksL7ggRIgASSlAAFfJJ2XLyafdOcYhPidFBT086pztMsZIXxOhXrJQESIAESiCMBGtnFEW4yVl2YkyGPr6lMxqazzSRAAiRAAj4EOIP3gcG3JEACJEACJJAqBCjgU6UneR0kQAIkQAIk4EOAAt4HBt+SAAmQAAmQQKoQoIBPlZ7kdZAACZAACZCADwEKeB8YfEsCJEACJEACqUKAAj5VepLXQQIkQAIkQAI+BCjgfWDwLQmQAAmQAAmkCgEK+FTpSV4HCZAACZAACfgQYKAbHxh8SwKpRmBQQxIevsDsgKnWr7weEoiEAGfwkVDiPiSQpAS2HmqVN461m+yA/7e3RU43MnlQknYlm00CUROggI8aGQ8ggeQh0KDZAcsLMgTZAccVZshJZgdMns5jS0lglAQo4EcJkIeTgJMJFOdlSPel7IDtvUOSmZHm5OaybSRAAjYSoIC3ESarIgGnEVg7u1j6BoYE2QFnV+XKDTOYHdBpfcT2kEC8CNDILl5kWS8JOIBAAbMDOqAX2AQSGBsCnMGPDXeelQRIgARIgATiSoACPq54WTkJkAAJkAAJjA0BCvix4c6zkgAJkAAJkEBcCVDAxxUvKycBEiABEiCBsSFAAT823HlWEiABEiABEogrgTGxot+2bZts3bpVsrOz5cknn5S0NPrmxrWXWTkJkAAJkIDrCCRcwA8NDcmOHTvkS1/6khQW0ifXdXccL5gESIAESCAhBBIu4L1er8yYMUOeeOIJ+ed//mcpLS01F/r+++/La6+9Zt6vWbNGpk6dmhAAbjpJRkaG5ObmSmZmwrvdTZhT9lpx36Snp1PjlrI9HN8Lg8YW2lpO7OznHEwLnpAnfV1dnVy4cEEmTJggFRUVcuedd5oHBWbyt99+u7nanp4eaWxsNO/7+/vN9/ZjcHeNuAnwh4c0CwlES8C6d3j/REuO+4MAnz/xuw+gGQ9UEiLgu7q6pK2tTaqqqi63AZ29fPnyy5+XLl0q+ENpbm42+1/+km9sIYAZWHd3t2AwxUIC0RLweDwyMDAgnZ2d0R7K/UnAzNwxOIQsYLGXQDCtSEIEPNTt+MPM/Bvf+IZs2LBBampqLqvn7b1U1kYCJEACJEACJJAQAW9hzsrKkk2bNhnreWsbX0mABEiABEiABOwnkPDFWBhasJAACZAACZAACcSXQMIFfHwvh7WTAAmQAAmQAAmAAAU87wMSIAESIAESSEECFPAp2Km8JBIgARIgARKggOc9QAIkQAIkQAIpSIACPgU7lZdEAiRAAiRAAhTwvAdIgARIgARIIAUJUMCnYKfykkiABEiABEiAAp73AAmQAAmQAAmkIAEK+BTsVF4SCZAACZAACVDA8x4gARIgARIggRQkQAGfgp3KSyKBZCbQ0z8ovQODyXwJbDsJOIJAQpPNOOKK2QgSIAHHEth5qkOOX+yRjt5BWTenWKZX5Dq2rWwYCTidAGfwTu8hto8EXELgfEufvH28QzLT08STmyFvHWuXtm6vS66el0kC9hOggLefKWskARKIgUBv/5AU5WWYI9PShivo8w7FUBMPIQESAAGq6HkfkAAJOIJARXGmDKhA7+j1ileX4LMy0qQ0f1jgO6KBbAQJJBkBCvgk6zA2lwRSlUBhToZsXFEu+852SYG+nz0+VzJUXc9CAiQQGwEK+Ni48SgSIIE4EIBgXzW9KA41s0oScB8BrsG7r895xSRAAiRAAi4gQAHvgk7mJZIACZAACbiPAAW8+/qcV0wCJEACJOACAhTwLuhkXiIJkAAJkID7CFDAu6/PecUkQAIkQAIuIEAB74JO5iWSAAmQAAm4jwAFvPv6nFdMAiRAAiTgAgIU8C7oZF4iCZAACZCA+whQwLuvz3nFJEACJEACLiBAAe+CTuYlkgAJkAAJuI8ABbz7+pxXTAIkQAIk4AICFPAu6GReIgmQAAmQgPsIUMC7r895xSRAAiRAAi4gQAHvgk7mJZIACZAACbiPAAW8+/qcV0wCJEACJOACAhTwLuhkXiIJkAAJkID7CFDAu6/PecUkQAIkQAIuIEAB74JO5iWSAAmQAAm4jwAFvPv6nFdMAiRAAiTgAgIU8C7oZF4iCZAACZCA+whQwLuvz3nFJEACJEACLiBAAe+CTuYlkgAJkAAJuI8ABbz7+pxXTAIkQAIk4AICFPAu6GReIgmQAAmQgPsIUMC7r895xSRAAiRAAi4gkOnEa0xPT5ecnBwnNi2p2wSumZmZZJvUvTh2jc/IyDAn529z7Pogmc+M+4fP9vj0YFpaWsCKHSngh4aGZHBwMGCDuTF2AuBKtrHzc/uRvH/cfgeM7vp5/4yOX6ijwTZQcayA7+/vD9RebhsFAdwEXq9XyHYUEF18KAbdvH9cfAOM8tItzQ+fP6MEGeBwi63/V1yD9yfCzyRAAiRAAiSQAgQo4FOgE3kJJEACJEACJOBPgALenwg/kwAJkAAJkEAKEKCAT4FO5CWQAAmQAAmQgD8BCnh/IvxMAiRAAiRAAilAgAI+BTqRl0ACJEACJEAC/gQo4P2J8DMJkAAJkAAJpAABCvgU6EReAgmQAAmQAAn4E6CA9yfCzyRAAiRAAiSQAgQo4FOgE3kJJEACJEACJOBPgALenwg/kwAJkAAJkEAKEKCAT4FO5CWQAAmQAAmQgD8BCnh/IvxMAiRAAiRAAilAgAI+BTqRl0ACJEACJEAC/gQo4P2J8LP0DQxKc9eAeSUOEiABEiCB5CTgyHzwyYkyNVrd2TsoW/Y1i3dwSNp6vPLwynFSmJORGhfHqyABEiABFxHgDN5FnR3Jpb50sFV6+gclKyNN8rPSZfsHHZEcxn1IgARIgAQcRoAC3mEdMtbNycpMkxz9Q8nJSjOq+rFuE89PAiRAAiQQPQEK+OiZpfQRc8bnSnf/kHT2eqWhwysLJuan9PXy4kiABEggVQlwDT5VezbG65pWkSt5qppv7ByQ8sIsqfZkxVgTDyMBEiABEhhLAhTwY0nfoeeuLskW/LGQAAmQAAkkLwGq6JO379hyEiABEiABEghKgAI+KBp+QQIkQAIkQALJS4ACPnn7ji0nARIgARIggaAEuAYfFA2/IAESIAEScDKBFo24eba5z8TtmFWVK2lpwy6+Tm5zIttGAZ9I2jwXCZAACZCALQTaur3y9PYGKchJl8FBkfr2flk9o4hC3ocuBbwPDL4lARIgARJIDgJH6rpNGG0IeBTM5BHDIz+bs3irB7kGb5HgKwmQAAmQQNIQKNIcGX1enbprGUTuDJ3Rp1O2j+g/CvgROPiBBEiABEggGQjM0DX3iqIs6e4bFO+QyB0LSyRXg3SxXCFAFf0VFnxHAiRAAiSQJAQydbp+9+JS6dAMmJmaHAsROFlGEqCAH8mDn0iABEiABJKEAKzmi3KZzjpYd3HIE4wMt5MACZAACZBAEhOggE/izmPTSYAESIAESCAYAQr4YGS4nQRIgARIgASSmAAFfBJ3HptOAiRAAiRAAsEIUMAHI8PtJEACJEACJJDEBCjgk7jz2HQSIAESIAESCEaAAj4YGW4nARIgARIggSQmQAGfxJ3HppMACZAACZBAMAIU8MHIcDsJkAAJkAAJJDEBCvgk7jw2nQRIgARIgASCEaCAD0aG20mABEiABEggiQlQwCdx57HpJEACJEACJBCMQEIEfF1dnWzatEn6+vpMO15//XV55ZVX5Gc/+1mwdnE7CZAACZAACZDAKAgkRMCXlJRITk6OZGdny8GDB+XYsWOybt06OXXqlPT394+i+TyUBEiABEiABEggEIGEpIvdu3evLFy40Jz/xz/+sTzxxBPm/cmTJ6Wnp0eysrLkrbfekp///Odm+yc/+cnL+wdqNLfFRiAzM1Py8/MlNzc3tgp4lKsJ4Hdq/bkaBC8+JgJ4/iC9KyZ8LPYSGBwcDFhhXAT8vn37TEcuWLDAnHTHjh2yfv168762tlYmTJggaFBLS4sUFRWZ7ZWVlbJs2TLzHt/n5eWZ9/zPPgK/93u/Jw888IDceuut9lXKmlxD4G/+5m9kypQp8uijj7rmmnmh9hH4/ve/Lw0NDfKnf/qn9lXKmkISsF3Ae71eaW1tNep468xQyX/xi180H2fOnGled+3aJRs2bLB2EWy3vru8kW9sJQBtycDAgK11sjL3EOjt7eWSmnu62/YrhQ2WZYdle+WsMCAB2wV8RkaGrFmzxpwMs/Rt27aZ2XpXV5cUFBTIihUrZPv27Wb9/aGHHgrYKG6MD4Fp06aJx+OJT+WsNeUJTJw4USoqKlL+OnmB8SEALS3ssFgSRyBtSEviTjd8JpwSazEsJEACJEACJEAC8SGQECt6/6ZTuPsT4WcSIAESIAESsJeA7Sp6e5vH2uwgsGXLFoEFa319vZw/f17++I//2I5qWYcLCHR3dwuMo8rLy6W6ulp2794tf/AHf2Cs6V1w+bzEURKA3ca///u/y7hx44zWFsu3MKJmSQyBMZnBJ+bSeBYQ+Pa3vy2FhYVy++23yyOPPCLLly8nGBKImAC8WY4ePSo333yziV3xiU98gsI9YnrcEfFPjhw5Yu6dJUuWyL/8y78QSgIJcAafQNiJPtX+/fsFLopf+cpXLp967dq15oH929/+VjA7+8xnPmNG15d34BsS8CEA41hEooR7086dO+Wuu+6SrVu3mnsIHjOIaQHDWhYSCEQA909bW5uJv/GDH/xAli5dyudPIFBx2kYBHyewTqgW6tQbbrjhqqbU1NTIY489JmfPnqVwv4oON/gSgDsr4lNgJl9cXGy+WrlypcyZM0fS09Mp3H1h8f1VBHD/wHvnwIEDZjIxfvx46ezs5PPnKlLx2UAVfXy4OqJWBCXBLN0qlh881GbHjx83D2nrO76SQCAC0ABh3XT69OmyevVqswt8mbG2ijV5FhIIRcAKcoZBIYQ7Cp8/oYjZ+x0FvL08HVXbqlWrjHHdc889Z5L7HD582HyG0Qse0M3NzQw84agec1ZjYJT52muvXY42CVU87punnnrKPKShumchgWAE/O8faz8+fywS8X8dEz/4+F8Wz+BLoL293ahYYUmPgoc0svlhJI3AQ4hPz0ICkRBAJERohV599VUTU9wKahXJsdyHBECAz5/E3QcU8IljzTORAAmQAAmQQMIIUEWfMNQ8EQmQAAmQAAkkjgAFfOJY80wkQAIkQAIkkDACFPAJQ80TkQAJkAAJkEDiCNAPPnGseSYSSDgBBDvyL3Bv6+/vNxby8LSYPHmy/y62f4aL5vPPPy9VVVUBYzPYfkJWSAIkIJzB8yYggRQmAFcleEp0dHQILOB/9atfGcEOIf9P//RPJoxxNJePFNCxlNzcXHnppZdMVLNYjucxJEAC0RPgDD56ZjyCBJKGwIkTJ0wceczUMYueO3eucXODwEdBEplIC2KKY4Dw5S9/OdJDRuz31ltvybe+9a0R2/iBBEggfgQ4g48fW9ZMAmNOADkHEK744MGDZsaOmXRpaamZxd90002mfUNDQybjF4T3pk2bzLYPPvhAvve978nTTz8t//Ef/2GyED788MNy4cIFOXTokKxfv15+8pOfmNj0iFGPwQOE9wsvvCBPPvmk0RigIgh1BDZBkhFkFEPMhUDnMyflfyRAArYSoIC3FScrIwHnEIA6HWpx5B749a9/LWVlZZcbh+233HKL+YxkRBMnTpSmpiYzo29sbJTPfvaz8vjjj8ttt91mZv1I8ZmdnS1f+9rXzGcEK0F8egh5JBB58MEHTcYwZC2EduDll1+WvXv3yr/927/J5z//ebMNdaH4n89s5H8kQAK2E6CAtx0pKyQBZxB49913zWz905/+tMnhfs8991xu2Ouvv25izEPt/vOf/9yELcYM+y/+4i/MbBtphRGatqKiwmgAENYYn4uKiqS1tdXM4pGZEKmIURfCIEPQo7zxxhtmUIG88Tg3ypYtW+TWW281qUP9z2d24H8kQAK2E+AavO1IWSEJOIMA1PMQqigISwz1PFJ2btiwwQhqpPLct2+f+bxx40ajOkemr3PnzgmENwrC0mKmjtC02NbS0mLCHN93333i8XjMPkhcBJU9CnLHz5w5U+bPny+w4McyALYdO3ZMZsyYYVT4OL/v+QoKCsyx/I8ESMBeApzB28uTtZGAIwicPHnSCPPz58+bdfTvfOc7cuONN5qscPgOM298t27dOnn77bfl+9//vlHjQw0P4fvTn/7UGNRt377dXA+0ARD+mMW/+OKL8sADD1y+TghsqOWxL9bxN2/ebAYUs2fPln/4h3+Q2tpaszyAlKGBzne5Ir4hARKwlQBj0duKk5WRQHIQsGbmaC3c57xerxHKVuuxxg5hbiUoQopYvEcO+EAFhnOo0zdxEWwA4G8P7QG0BdZ3gc4XqE5uIwESGB0BCvjR8ePRJEACJEACJOBIAoGH445sKhtFAiRAAiRAAiQQKQEK+EhJcT8SIAESIAESSCICFPBJ1FlsKgmQAAmQAAlESuD/A8ZReems2hQ3AAAAAElFTkSuQmCC" alt="plot of chunk unnamed-chunk-3"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Cairo's 5 Qualities of Great Visualizations</h3>
<div class="slideContent" >
<p><em>Truthful & Functional</em><br/>
We chose a stripchart because we wanted to preserve the amplitude for each individual and then map LHA score onto points using the color channel. Each electrode was given a separate column because this is generally the most truthful way of conveying EEG data (vs. a cortical average which could be seen as data manipulation). </p>
<p><em>Beautiful</em><br/>
We chose jittering and transparency as further aesthetics for the points because we felt it a beautiful way of conveying the data truthfully. </p>
<p><em>Insightful & Enlightening</em><br/>
Using color to encode LHA, it's possible to see that there is really no pattern with increasing aggression - those with both low and high LHA scores are scattered across all amplitudes.</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Race Boxplot for P3 in Angry Task</h3>
<div class="mediaOnly slideContent" >
<p><img 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G3w//7f/9P5A5P4JXJYpocVDcj/k08+aZV0gp8apzdUz4qh1pjr5Ypnnnlmh6GU2AjolsdyQ9WbopcEmtfefPNNA0M18Q4z4G+//XYtD+RS4+kGuvSxJA8rA8wZ8mY8lJ2qcBhqAqHppWf5Y3lcMqd6Ogw1J0GvkFAT8ZIFoz8JZISAD6k6WmNgYiRAAo4RwMQvNcatN+CxmyhmeWOGO2b5W7XC49ND61uNu+uJa+lspBMfP1Pn6H1AFzcm76GnoCsOLf+uxu3sfplMu7N78zoJpCJABZ+KDq+RAAmQAAmQgEcJcAzeowVHsUmABEiABEggFQEq+FR0eI0ESIAESIAEPEqACt6jBUexSYAESIAESCAVASr4VHR4jQRIgARIgAQ8SoAK3qMFR7H3ngDWLysjL9r8aGxq2Jsd+7ljrTdmlmM7WZiZteuwbWvsPu1243dH+H/+85+C/Dvh7KaFWf9qBz7N3In7d0caWCeP54WOBNxAgAreDaVAGbJOABuuQGkrk6oJO7hhv3Isy4KNduzMBuMi8buppSOw2u5WsMTLSw67x2HfdidcumkhHHbTw+5zyqqd64ywmPKlwwTLC2Gvno4E3ECACt4NpUAZskoARlJ++ctfCnY5g4EYKDRsf6r2Fm+XA9bQJk+erI2mYAta7G4Gp+yDC7apxS5zUEb4g9u0aZP+heUztaGLbrnDwpyyi653UYN1N2xti1a96WBsBlu+Iny8g0wwMoP0cQxrZJAPu/OhwoE/pIkWoykDwuMPMiAcHAztvPrqq4LtW+FgpAVpmfLGnq9YsUJg/cxcAx+bV2W2Vd8LlSKslUcFCA7pw5Ia+MU6My2s4YeM8fHMsAh38skna3mw25yyVy+oGMWmh132IDN4xjswQZ7VZjbaCIzVvbDVB3bDQ5o4hiGcZ555pr08wE+ZkdVJo3xiK2Wx8iEAygphYdAGlgpRNogDwzl4JvCLrWyxqyFkoSOB7iRABd+d9HnvbiGAVjk+6mr3Ov2xR7fwlClTtGlRKE18xLHdKZQ6lBf2XIf7wx/+IPjgY8tRWDjDdbUTmr6mDK3oVig2PYHyhWU67M8Ohy1f1c5t2oKcMhaj/ZSted2Vi01ooBAQz3SoCHzve9/TMvz0pz/VG91gkxe1w5xWdIWFhdq86l133aUV1llnnaWVIvL0t7/9TZueRR6ghFGRQZc7zKaiQoH95ZE3KO/4cyh7KD64+LxCMf74xz/WShLb4GJvdzhY0oP5WlSIYp2ZVrJ4ZljkpaKiQm8jC+WIbWBRITE5QR5UgqBQochjHfKEfd6haJWBGM3CSsYLLrhA7/v/8MMPa4t8qLDBSh2248X2v+ipUbvx6XRQvrEVrlj5UK5IA5b/UN6oCD399NP6mQBrnMOGAWwawORsutYFY/PEYxJwkgAVvJM0mZYnCEAxQ2HC3jc+7LCDDkMj2IsdLV0odexNDwflAoMyUJ6PPvqowAQpWscYW99///31MZQPzMYiLnaew77m+MCbBlWgNPbbbz8ZP358u3lTGC2BgRr0BmA/89hd1qA0oYSg3LAnOlrBMIsKZYZ91SdOnKjTv/LKK/UxWqQIg8oJwiFPqDhAsWE/dyhfmEFFmjiGIoJxlfhzKDBlsc4yr4iDVjh6NXCsLLRpPmo7X12RgSyxzkwrWTwzLFq5uCfyD9boQYDs+AVjVJKUpTfd2wLFajqUB+wFgDEqBDNUZc3qXmhho1zU1rO6l+D888/XRmxQhignVCRQ4cFe8mjhowch1g68KR9kQB7BFhWNL33pS1oUVPYwjwOmY+HQC3HHHXfosLFlqi/yPxLIMgEq+CwD5+26nwCUj6mg0JWKFjq6ZaFQoCigaGCABd3SUM5oiaFlZhoUweQ7U6GZW8mi5YmuWygHKBpYTINBFbRgoSSgzFFxgFJBixOVCsgBYyqXXnppByhoIUPxQClDQcOhxQ+FjNYl5ELXNFqKqCAo06taCaKbWu3VrsOvX79eV1rOOOMMUWZd9Va36OpWpl9F7U2vw8Sfo6sZissqr+j2x3DD2LFjdT7ACV3155xzjv6FfLHOTMsqXmw45BWVDXCCclR7wutubih9kyHYxduqR08FKlsoN9h7R3lZ3QuVOVQMUKb33nuvLhv0FKCipGwHtIuCShzuF+uHi6Z84Gxu+Ttnzhz9nKCSgIrd1772NXnggQd0eaLMzd4R5ImOBLqTABV8d9LnvbuFALplTWtm+DhjfPbPf/6z7sZGlyzG6KFIoYihTKE4oAAwNgwlCpOtsGgGh5Y+rM6hmxe9AFCAcCtXrtRd9lB8qEwgXbSwMWaNViUUh7JDntC1jbhQVugiR4UA3ejXXXedluXCCy/UXe6odEA29BJAHnS7Q9mi9WkqKCgeyA7lh3QwPowKA+4NU7WIH3sOZQTZkLZVXmERDUMBcOCDytDs2bPlX//6l27Vo5vedLFpWcUzw+EXrWEMSaASBEUMhYyKD8bbUdlA/lChgl+sQ+8JGKKXAxUf9L5Y3Qv5Rnx04ZuT39B7oozixCYnBxxwgJ6fgN9YZ8pnzqWAcseQByp2eG4wVIHJgVOnTm2vmKC80CuDHhc6EuhOAtyLvjvp897dQgDj2xibNh0UDLpgTQflAoUMF3sMhQnlhRa66fCxx6x789f0hwKNDQd/tDYxNo/WLRQEeg4wro5KRqwteoSNlSleBgwVQHGh9WwqdMSJd1DmkAN5wTHiIA8Y844/R9xYma3yaqZvyoNfKE1lWU8PEZjX49My/c145jl+rfxMTrgOmSE/hiDiHSokpaWl7Vxjr5vpoosfPRZr1qyRn/zkJ9r8bWw48xiVJVSKUFGLdWY68EMFD88JOKEcISeu49h8Xsy4sfFMP/6SQLYJsAWfbeK8X7cRwIQodKWiezzWxSp3+Md+rGOPYZEtXmlDucOZv/pE/RcfDv5QBHB9+vTRrXm0lidNmqTtyusLMf/FyhQrA5QKuqehjFIpdySF1rAZF8foeYByN6/FnsMvVmarvOqI6j8zTfxi/NpK+camFR/PPMevmVasn8kJfugVsUof16Dc4WLDaw/1n5ku8oFhGFSoMCch3sF+PMbVkUa8ckdYMx0cgxdkMe+H3/Ly8g5hEA4uNt7nPvyfBLJPgC347DPnHbuRAFquUHZucF2RxWx5o0JBJZJeKXbGubPr6d2FoUjAfQSo4N1XJpSIBEiABEiABPaagDuaMnudDSZAAiRAAiRAAiQQS4AKPpYGj0mABEiABEggRwhQwedIQTIbJEACJEACJBBLIBh70p3H2JgDO3LRkQAJuIMAZohjbX28w74AWMZHRwIk4A4CsKthtQqELXh3lA+lIAESIAESIAFHCVDBO4qTiZEACZAACZCAOwhQwbujHCgFCZAACZAACThKgAreUZxMjARIgARIgATcQYAK3h3l4HopYHLz+9//vjbIge1SYbxj7ty5rpebApJAvhCATXrTxgJsI8B2PYweOeXw3mNv/+rqaqeSZDoZJkAFn2HAuZI89t2GcQ+YzMQxLIqZNrFzJY/MBwl4mQD23YcZYaxywFbG2DvftG6YKl9Q3AsWLEgVRF8z9+CvqqrqNCwDuIOAa5bJuQMHpUhGAGYz+/fvr+2SIwxsiQ8ZMkRqamoE5lfxQYFlMZj8hKnTmTNnarvisGt+1113aROksKkNe+Wvv/66TgsmRmEDHFbV6EiABPaOAFrrMJwDo0owWQtDPXCbNm2ST5XpWlTK8V4+9NBDcv3118sf//hHufjii+X+++/XhnuwJBKt/jFjxgiWXfXo0UN2796tewHwXsNqIIwL0XmHAFvw3imrbpUU5jRnzJihbV/jgzFhwgRtcvTuu++WI488Un9EYDMbXYOwuAXzp6gE4HzHjh3aaho+GPjQnHTSSQJlj48I4tCRAAnsPQG8a+PHjxfsKfL+++/LqFGjtBW9v/zlL7oCjgo5zO9CUeOdhMJHxRzGdmCyGC10+B9//PE67rPPPivTpk2Tjz/+WL+nqORPmTJl7wVlClkjQAWfNdTevRFsoKN1gJcdmymsW7dOmzjFRwSmT/GRQCse3YGLFy/WrQS05tGCqK2t1S0CWD7DGCEqBjDziY8RlP3w4cO9C4aSk4BLCGDjIdNELxQ0zCKPHj1a95YNHjxYK/4jjjhCli5dqpU0Kth4F+HQCwczwlDgCANF/69//Uu/7zt37tTvKtJGXDOOS7JNMTohQAXfCSBeFvnvf/+rPx74iKD1/uKLL+rxPex0tm3bNm1vG8fbt2/Xds5hy/yFF17Q3YRLlizRlQDEOeecc7T9bDAdOHCgToN8SYAE9p4AJryaZpCPPvpordxxjmGwDRs26KEwtM5Rqa6rqxOMu6MCjsmzOEZXPCrn6I2DQyt/2bJlumKPcKgEIB565ei8Q8A15mK5Va13HppYSVtaWrRd8nA4LJjk89Of/lS+973vtSvvO+64Qy677DI9nmfGQ+sdrX9295lE3PnLrWrdWS7pSAWlbU6Kiz1ua2vTlXW8g6gAYDjNfHfj041/t8248eF43v0Ekm1Vy0l23V82npYAXe9wUO7Lly/XNX/TD8tpMOZndh0iHLoB8aHgDHzQoCOBzBAwlTtSjz0230UMq5kO766VM99j87oZ1yos/dxJgC14d5YLpSKBbifAFny3FwEFIIG0CCRrwXMMPi18DEQCJEACJEAC3iJABe+t8qK0JEACJEACJJAWAdd00WOGNiaDeMFhTAoTU+gSCZgzebG2li6RgLnuGEsP3e4w5ord0OIdlkBikpbbHSaQ4Xn0gqzdwdJLz2J38PHSdx7zJcyNjWJZWc+uiA2RpWPM2ISSd7vDS4GxSSwvoUskgDXuYAQlQJdIoHfv3npvAC9UZvHRsFLweE+9UMHFBw95wPIuukQC2HIW5eiF726i9Jn3wZ4fWBbohco4KrJWCp5d9Jl/TngHEiABEiABEsg6ASr4rCPnDUmABEiABEgg8wSo4DPPmHcgARIgARIggawToILPOnLekARIgARIgAQyT4AKPvOMeQcSIAESIAESyDoBKvisI+cNSYAESIAESCDzBKjgM8+YdyABEiABEiCBrBOggs86ct6QBEiABEiABDJPgAo+84x5BxIgARIgARLIOgEq+Kwj5w1JgARIgARIIPMEqOAzz5h3IAESIAESIIGsE6CCzzpy3pAESIAESIAEMk+ACj7zjHkHEiABEiABEsg6ASr4rCPnDUmABEiABEgg8wRcYy4281lNvINhRGVr3fLECyl8/AG/FJdPTBGCl0iABEiABEig+wnktYJfvuUZ+eeyq22XwtgBx8kZ4x6wHY8RSIAESIAESCBbBPJawfcoGSZBf6FN1j7pXznGZhwGJwESIAESIIHsEshrBT+wcrLccPRHtogHAgHp3bu3bN261VY8BiYBEiABEiCBbBLgJLts0ua9SIAESIAESCBLBKjgswSatyEBEiABEiCBbBKggs8mbd6LBEiABEiABLJEgAo+S6B5GxIgARIgARLIJgEq+GzS5r1IgARIgARIIEsE8noWfZYY8zYkQAJ7SWBXw1p5e/1DtlIJqhUvX55wvYpTYiseA5NArhCggs+VkmQ+SCCHCTy74gZZV/2W7RzWtW6R08bdZzseI5BALhCggs+FUmQeSCDHCZyw38+71II/bsINYjTnOBxmjwSSEKCCTwKG3iRAAu4h0Kt0hJww9hZbAhUVFUlJSYnsat5lKx4Dk0CuEOAku1wpSeaDBEiABEiABGIIUMHHwOAhCZAACZAACeQKASr4XClJ5oMESIAESIAEYghQwcfA4CEJkAAJkAAJ5AoBKvhcKUnmgwRIgARIgARiCFDBx8DgIQmQAAmQAAnkCgHXLJODnfXy8nLXc/X5fII/L8jaHTBDoZD4/X7ySQIfbLB0q7CwMEkI93hHo1FLYSB7cXGx5TU3eQaDQfHKd6U7uOFdxbcMnOisCZSVlVlf8Iiva0o2EolIU1OT67Hhg4GPW11dnetl7Q4BS0tL9UeVfKzpQzk2NjZKa2urdQAX+SarhLS0tEg4HHaRpNaimOvg+Sxa88G3DGXphe+udQ4y6wvlXl9fL4ZhZPZGDqSerCLCLnoH4DIJEiABEiABEnAbASp4t5UI5SEBEiABEiABBwhQwTsAkUmQAAmQAAmQgNsIUMG7rUQoDwmQAAmQAAk4QIAK3gGITIIESIAESIAE3EaACt5tJUJ5SIAESIAESMABAlTwDkBkEiRAAiRAAiTgNgJU8G4rEcpDAiRAAiRAAg4QoIJ3ACKTIAESIAESIAG3EaCCd1uJUB4SIAESIAEScIAAFbwDEJkECZAACZAACbiNABW820qE8pAACZAACZCAAwSo4B2AyCRIgARIgARIwG0EqODdViKUhwRIgARIgAQcIEAF7wBEJkECJEACJEACbiNABe+2EqE8JEACJEACJOAAASp4ByAyCRIgARIgARJwGwEqeLeVCOUhARIgARIgAQcIUME7AJFJkAAJkAAJkIDbCFDBu61EKA8JkAAJkAAJOECACt4BiEyCBEiABEiABNxGgArebSVCeUiABEiABEjAAQJU8A5AZBIkQAIkQAIk4DYCVPBuKxHKQwIkQAIkQAIOEKCCdwAikyABEiABEiABtxGggndbiVAeEiABEiABEnCAABW8AxCZBAmQAAmQAAm4jQAVvNtKhPKQAAmQAAmQgAMEqOAdgMgkSIAESIAESMBtBKjg3VYilIcESIAESIAEHCBABe8ARCZBAiRAAiRAAm4jQAXvthKhPCRAAiRAAiTgAAEqeAcgMgkSIAESIAEScBsBKni3lQjlIQESIAESIAEHCFDBOwCRSZAACZAACZCA2whQwbutRCgPCZAACZAACThAgAreAYhMggRIgARIgATcRoAK3m0lQnlIgARIgARIwAECVPAOQGQSJEACJEACJOA2AlTwbisRykMCJEACJEACDhCggncAIpMgARIgARIgAbcRoIJ3W4lQHhIgARIgARJwgAAVvAMQmQQJkAAJkAAJuI0AFbzbSoTykAAJkAAJkIADBKjgHYDIJEiABEiABEjAbQSo4N1WIpSHBEiABEiABBwgQAXvAEQmQQIkQAIkQAJuI0AF77YSoTwkQAIkQAIk4ACBjCn4rVu3yjXXXCOtra1azFWrVsnzzz8vs2fPbvdzQH4mQQIkQAIkQAIkYEEgaOHniFdVVZUUFhZKQUGBNDY2yiOPPCK33HKLVvLLli2TKVOmyPr16+Wtt97S9xs7dqwMGTLEkXtnMhG///M6UXFxcSZv49m0Q6GQgBH5WBch2OC9CAQC1gFc5Ovz+SylQRnjz+2Oz2LqEsIziO8zXXICRUVFyS+66EqydzVjCn7p0qUyceJEjQAt90MOOUQfQ6mXlJToY7TyX3nlFX3cs2dPGTVqlD52838AiT98pOkSCQSDQfJJxNLug2cHiscLCj4SibTLHXuAMvaC/JDRrFDFys/jzwmYZZhMOZCTeOY7H41GLYsrYwr+7bffluOPP17fdPny5XLmmWfq49WrV8vMmTP18YEHHij4g6uurtZ/+sTF/+Gl6N27tydk7Q6MpaWl+uNfW1vbHbd3/T3x7NTX13timCpZJbapqUnC4bDrWaP1hcYEvi10iQTQy9rS0iIoT7pEAuiFrKmpEcMwEi+6zKesrMxSooyNwX/00UcycuRIfVPU+IcPHy746APa0KFDLYWhJwmQAAmQAAmQgDMEHG/Bo6tgwYIFgl+MvaNFd+KJJ8obb7whW7ZskVmzZjkjOVMhARIgARIgARJISsBxBY8xr+nTp+s/864Yi0c3B8d6TCL8JQESIAESIIHMEshYF3282FTu8UR4TgIkQAIkQAKZI5A1BZ+5LDBlEiABEiABEiCBeAJU8PFEeE4CJEACJEACOUCACj4HCpFZIAESIAESIIF4AlTw8UR4TgIkQAIkQAI5QIAKPgcKkVkgARIgARIggXgCVPDxRHhOAiRAAiRAAjlAgAo+BwqRWSABEiABEiCBeAJU8PFEeE4CJEACJEACOUCACj4HCpFZIAESIAESIIF4AlTw8UR4TgIkQAIkQAI5QIAKPgcKkVkgARIgARIggXgCVPDxRHhOAiRAAiRAAjlAgAo+BwqRWSABEiABEiCBeAJU8PFEeE4CJEACJEACOUCACj4HCpFZIAESIAESIIF4AlTw8UR4TgIkQAIkQAI5QIAKPgcKkVkgARIgARIggXgCVPDxRHhOAiRAAiRAAjlAgAo+BwqRWSABEiABEiCBeAJU8PFEeE4CJEACJEACOUCACj4HCpFZIAESIAESIIF4AlTw8UT24nxza6usbmzaixQYlQRIgARIgAScIUAF7wxHncor1bUye+s2B1NkUiRAAiRAAiTQNQJU8F3jxlgkQAIkQAIk4GoCVPCuLh4KRwIkQAIkQAJdI0AF3zVujEUCJEACJEACriZABe/q4qFwJEACJEACJNA1AsGuRWMsEiABEiABEvAGgZrmjWIYEVvCVrYU2QrvxsBU8G4sFcpEAiRAAiTgCIHNtR/Iw++eLuFoi630hvU6SM6dMtdWHLcFZhe920qE8pAACZAACThGoDBYLj6xr+qKCyrF5/M5Jkd3JMQWfHdQ5z1JgARIgASyQqBnyXC5/uhVqovesHW/gQMHypYtW2zFcVtgKni3lQjlIQESIAEScJyA11vjXQFiv9+iK3dhHBIgARJwEYFXq2vkg4YGF0lEUUjAeQJU8M4zZYokQAIuJ/CiUvBL6qngXV5MFG8vCbCLfi8B5nL0F1b/ryza8IjNLPrk8iPmSVVwX5vxGJwESIAESMBJAlTwTtLMsbR2Nnxse2kJEOxq+ESqKqngc+xxYHZIgAQ8RoAK3mMFlk1xvzLut1LTvMHWLYuLi2Vwz8lSX1dvKx4DkwAJkAAJOEuACt5ZnjmVWklBD8GfHVdaWip+H6d22GHGsCRAAiSQCQL8EmeCKtMkARIgARLISQKv1dTKBSs/8kTe2IL3RDFRSBIgARJITuDTXW/IlrplyQNYXOm5u79MGnimxRV65QoBKvhcKUnmgwRIIC8JhCPN8vclF0tbtNFW/rF9a1logAwsO8hWPAb2DgEqeO+UFSUlARIggQQCwUCRHLbPt+XT3a8nXEvlUVU6QIb3OlRaW9pSBeM1DxOggvdw4VF0EiABEgCBQ/e5Uv/ZoVFVVSUtLbCwRgVvh5uXwlLBe6m0KKtrCESjYZn7wRWyo2G1LZkG9Zggp034g604DEwCJEACXSFABd8VaoyT9wRqWzYLJja1Ruyt929s3Sm1+26S0mD/vGdIACRAApkl0KmC37x5s0SjURk0aFBGJfH7/VJSUpLReziROOSEs5K1oCAkweag5TUn7u2FNAoKCrQNZSs+9eGwFCp+oT0MvZCfZDKWlIyRC6b9n9S1bEsWxNK/b9Uw6V++r0QiEcvrbvJMZn0rFAoJytntDnIm+64Eg0EJhQry+l0FA5hQTVbObi/fbMiHjbviXVFzS9LnKj5sts6TlaGlgn/nnXdk4cKFsmzZMj1Gs3XrVlmzZo0cdNBBctttt8mQIUMclxuViM/HgxxP2tEEA4GAYDOX5ubmhHTb2sL6w211LSFwjnqADz6qVgwuXbFaLujfT2b0qMyJ3PcvnSL9S+1lpWfPnlJXVydtbe4f94SCtHJhVVHzQgUFygvPo9WzCPmRD6trVnnORb/CwsK8Z5CqXCsrK7VOircj39raqhu9bnp2rBpUyJulgp80aZJW5vGZX7p0qfziF7+Q008/XY466qj4y3t9DiXvdmfWlKxkxYOAf1bX3J4vp+RD3sHIioGhbhI1opbXnLq/F9LBc2LFxwuyQ0avyG9+mK1Y63c1z59Fsxyt+HjlWcy0nGBjPkfmvaLq/YXzAjfLneySdb9B8d9zzz3St29fWbdunZlf/pIACZAACZAACbiMgKWCN2V8/fXX5YYbbtDdWB9//LHgHG7cuHEybNgwMxh/SYAESCDnCbTV+WXHG+6fJ5TzBcEMpk0gpYLHGMN3v/td3S1/7LHHyty5c2XevHlpJ86AJEACJJArBMJQ8K+W5Up2mI88IGA5Bm/m+9BDD5ULL7xQ+vfvL4sXL5YePXrIww8/bF7mLwmQAAmQAAmQgEsJpFTwmFwwe/ZswVIBzPr9zW9+o5aWWM+sdWn+KBYJkAAJkAAJ5CWBpAoeS+Tuu+8+OeaYY+TUU0/Viv1rX/uaDB48OC9BMdMkQAIkQAIk4CUCScfgMZEOXfJQ8pMnT5azzjpLHnvsMT0O76UMUlYSIAESIAESyEcCli14rO/DZiU33nijXugPowQffvihvPDCC1JUVJSPnJhnEiABEiABEvAUAUsFjxb7iBEjdPc8uuih4MePH683MEHLno4ESIAESIAESMDdBCwV/Jw5c/R2rPPnz5ebb75ZVq5cqbvpp02bJtjN7uyzz3Z3rigdCZAACZAACeQ5AUsFP3HiRI1l5MiRcvnll+st+bBM7uWXXxbzWp5zY/ZJgARIgARIIG0CzdsCUtAjIv4sLkSzVPCxEmOpXE1NjRxwwAH6L/Yaj0mABEiABEiABDonsO4vPWXI/6uWkiHZMzSVdBY9xG1oaNBGZcaMGSPTp0+X1atXd54LhiABEiABEiABEuh2AikVPMzGPvvsswJzsXfffbf87ne/08fdLjUFIAESIAESIAESSEkgpYLHTPrHH39cz55HFz2UPJbL0ZEACZAACeQugV1q51LTLGru5jL3c2ap4LGLHdzQoUOlsbFRDj/8cPn5z38uzzzzjGzfvj33qTCHJEACJJDHBE76cKVsV0reK85XXycFL77gFXGzJqelgr/rrrtk1qxZsnPnTrniiivk9ttvlzVr1sjChQtl5syZWROONyIBEiABEiCBzgj41Hyx0FtvdhYs765bzqL/yU9+ImVlZXL//ffLgAED5LzzzpPDDjss7+AwwyRAAiRAAiTgVQKWLXgYlMHudTfccIMccsghctttt2lzsV7NJOUmARIgARIggXwjYKngN27c2M4Bm91g57pHH31Urr76ar0mvv0iD0iABEiABEiABFxJwFLB33rrrfLVr35V9t9/fykpKZEjjjhCPvjgAwkEAvLWW2+5MiMUigRIgARIgARI4AsClmPwlZWVete6CRMmyH777Sfl5eVfxOARCZAACZAACZCA6wlYKngYmKFZWNeXHQUkARIgARIggaQELLvof/azn8m8efO0FbnnnntOmpqadALcqjYpR14gARIgARIgAVcRsGzBY/Y8xt5hGvbee++Va6+9Vm96g/3oBw0aJBdddJGrMkFhSIAESIAESIAEOhKwVPBYA+/3+2XcuHF6q9rCwkL5+OOP5aWXXtJ24TsmwTMSIAESIAESIAG3EbBU8JMnTxbsQ3/MMcfoP8ymHzVqlLS0tGil77ZMUB4SIAESIAESIIGOBCwV/Jw5c6S0tFTmz58vmHC3cuVK3XKfNm2a7rbHung6EiABEiABEiAB9xKwVPATJ07UEmOTm8svv1yi0ajeye7ll18W85p7s0TJSIAESIAESIAELBU8FDrG4E2HY5iLxR8dCZAACWSCgH/bNpFIWKIDBmYieaZJAnlH4AstHpN1jMFjJ7t77rlHli9f3n7FNCPb7sEDEiABRwg0qUr1Y9vy2xRz8P0lEnpnoSM8mQgJkICIZQueY/B8NEgguwQaIhH5zYbNcnbfPtm9Me9GAiSQswQsFbw5zs4x+Jwtd2aMBHKewNs1tXL5gnckYhgJeY0qP59P5J6NWxKuFagLT44bK30LQgnX6EECXiJgqeBvuukmOfTQQwUKfu3atTJjxgw9/o496UePHu2l/FFWEiCBPCWws61N+qs9PKaXl9oi8NTOXVKnelT6ChW8LXAM7DoClgqeO9m5rpwoEAmQQBcIBPw+KVVWMO04n6imPZ1tApHmz7kFihJ7TGwnxgiOELBU8BUVFTpx7mTnCGMmQgIkQAI5T2D7K2VihEUGnFSX83n1SgYtFbwpfDgcFhibmTJlit7Jrr6+XsaPH29e5i8JkAAJkAAJkIBLCaRU8O+884488cQT8uCDD8qGDRvk4IMPFtiInzVrlkuzQ7FIgARIgARIgARAIKWCP+qoo2Tr1q1y8sknCwzOvP3229KvXz+SIwESIAESIAEScDmBlAoee9A/+eSTMnfuXDnnnHO0og8GU0ZxeXYpHgmQAAmQAAnkBwHLnezMrPfp00eOPvpoOf300+Xpp5+WqVOnyl/+8hfzMn9JgARIgARIgARcSiBlczyi1oLuu+++0qtXLznrrLN0FhoaGlyaFYpFAiRAAiRAAiRgEkip4NetWyeXXHKJDovd7a688krdojcj85cESIAESIAESMCdBFIqeCj1t956S0+we/HFF/VYPJT+ZZdd5s7cUCoSIAESIAESIAFNIKWCx8x5c9b8GWecIfijIwESIAESIAEScD+BlJPs3C9+5xL6130qhU/9o/OADEECJEACJEACOUQgZQs+Pp81NTVSWVkZ7+3qc19jo/g3bXS1jBSOBEjAPQQGVpdJZE2x1MVZk2vdGZBom0jd6gJLYYsGhCVUHrW8Rk8S6A4CKRX8u+++K+edd55MmjRJjjvuOBk2bJj06NFDL5ezK+zmzZvlgQceUCYafXLRRRfJwIED7SbB8CRAAiSQcQJX/XeqtIYCsjH+66hsqPiU3ZqN/0hs5ESb/VIxoUkGn16bcfl4AxJIl0D8I9whXt++feX666+XAw88UF566SW555579GY3WA9v12FP+4svvriDYjeUTWbsdw+HYzoSIAES6G4CgahPAmMapEdl+iOYDZ+qVn2EVui6u+x4/44EUip4tLZhWa5RdXN/5zvf0X8do6d/Bst0t99+u15PD1vzcPPmzZNrr71WH//oRz+Sc889Vx87+V9462ZpLSiQqgEDnExWBlikV9HcKsXRqOU1R2/ugcRKSxNtcBes/Ux6qh6gAf3ze7tj7CsR7wLNLap3a4Wrnp2mpqZ4MfV5eXm5FBUVWV7bG89WlS6q+T0t3q2upFu6abP41TcM8tp1RUXFKp51V7xVWuFCkaISZUltgPovQ675/nsldMJJEhg61LE7FBcXS1VVVUJ6/iUfSt++/WRAcfrlXF8meghjwAB1kGUXjUakyR9w/P3p379/Qk56+oMS2rHb8l6fPi/yyVMJUbRHtFXk0wd7i8+i3liiPonTfmIdLx1f6Ggrl1LBY8z9lltuEWxuM3jwYL0mHvvSm+ZkrRJM5gdDNUOGDJFHH31UTAV/wgkntK+rh4BbtmxJFr3L/oHdu6WgtdWxtAPKtjQ+0Nu2bUuQqba2Vpqbmh27V8INPOABxQ5GYBHvWlU57K6uli36Mx5/NT/O8ezU1dUJWMS6HW1tqhdLXPXsFKiKMRRAvIP81aocnXYhZa0Sc2Z2O/QdaGxolKiCCiuYdl1zc7OK17GMUqXR2hoSoymiyi/xuU8Vz8614jUfSe3GDRJV5eKEg2JvaWkRq4ocuG3fvk38Nu7VoDR8NOxTDLJvLta3Y4dqXIG/czoEyh22WOJ7l3dX10pbm7VO2bm2XEK9QlIyWE3WSNNF1PBO7fJCJXuiTkkzCbFqUCFuSgU/duxY3TWPGvCCBQvk+eefF+xuh3H5rjh0x5vKHfGhCEpKPq/x4oPXpj5yTjt8NNEqiC+krt7HTMf8jU/HUHdLdi0+bC6eI+/mn1X+Ul2zCp+LflYM4Adn/ro93xmRUzNw7v3Bu9h1pvbk2CN6Zsvv8+w4dg/zOUxWlub1dJ/FPbQdky/d+yKcL0PvjxWDVM8VGPiDhgRK0p9smSo9Owyswloq+Jtuukkr4pEjR8ratWtlxowZcvjhh+s18aNHj7ZKJ6UfJtftv//+AkM1sQo+ZSReJAESIAESIAES6DIBSwV/ww036Jb10qVL5d5779Xj5EPVuM/06dNl0KBBeha8nTt+85vfFL/fr//sxGNYEiABEiABEiCBrhGwVPDbt28XtN4xMe7xxx/XW9V+/PHHurt+8uTJtu9EE7O2kTECCZAACWSUwKr6Blm8a7e0qvHkeBdRXd4v7K6WCgvz4EPVDqeTyxIn0canwfPuJ2Cp4DE2ftddd8nXv/51PbkOYo4aNUr/db/IlIAESMAksOO1Uins1ybloxM/0mYY/pKAFYFfrVkr76vJsBXqex/vBqjJdf9UM8XVIoQOrikSlaDy/Of4sR38eeJOApYKfvjw4Xo523XXXadnQ2P8fb/99tPLKTA7GrNoMZaOWfF0JEAC3UegcX1IfCFM7aGC775S8OadMblrXFmZ7FuY/qz8zWoy9BLV8qfzBgFLBQ/RsURgzpw5snr1alm0aJFgV7s+ffroyXLHH388x9O9Ub6UkgRIgARIIE8JJFXwJg/Mmu/KzHkzPn9JgARIgARIgASyT8BiT53sC5Hvd1z1qz4SaYwb7Mp3KMw/CZAACZDAXhGggt8rfM5EhpWqPfs0OJMgUyEBEiABEsh7AikVPLaq/e1vf6u2LNyuQSXb8SjvKRIACZAACZAACbiMQMox+Pfee0/vXgdDMPfdd5+8+eab2nRsmZp5SUcCJEACJEACuUgAjdnDXn5NtiubBPEuolYfhKOGzFAGeeLdN3aMlYPCPcUtuwSkVPBTpkyRRx55RM4//3zBRjeHHHKIPPXUU3LaaafF54vnJEACJEACJJATBLDw9GNlZO203r1SG2yJy22x2rG1RVkUdYtLqeB7KNOe++67r9x4442CHewGDhyoTcdSwbul+CgHCZAACZBApghUBQMSit/tJ8XNAjbCpkjGsUspx+BxF5h0ffDBB7U5OphQhF14utwh4KtXph2bre1+504umRMSIAESyD8Clgr+ggsu0GPua9as0USwTe1tt90m2NmuZ8+e+Ucph3NcOO9fEnrv3RzO4d5lreTOX4pPddXRkQAJkIDXCFh20R922GG6K/7qq6/WY+9HHXWUHHfccdqSXGVlpd621msZpbwk0BUC/p07RKKRrkRlHBIgARLoVgKWCv7SSy/VQk2dOlXPol+8eLHMnTtXFi5cKNdccw0VfLcWGW9OAiRAAiRAAp0TsFTwZjTYgH/11VflvPPOkzPPPFMWLFggffv2NS/zlwRIgARIgARIwKUELMfgTVmHDRumdlgz5NRTT5WHH35YH+OXjgRIgARIgARIwN0EUrbg29radOt9//33l1/84heybds2+dWvfuXuHFE6EiABEiCBjBAoqymU656eKCueSjQxGw0rexpqAXn1kuKEe/sChgy/cLcU9QsnXKNH5gikVPDLly+Xb3zjG3LggQfq5XKDBg0STLKjIwESIAESyD8CRY0FEooEpHxc4g5vqWjUrSiScK3qMO6XKhSvOU0gpYKfNGmSLFmyRGbPni3PP/+87N69W+9ih81v6EiABEiABPKPQMQXlVC5vd3a0IKnyz6BlAp+48aNgs1trrjiCj3J7qWXXuI2tdkvI94xzwlE20Sa1heg9zPBhevV1pg7AlL/SWKXqT9kSMkQFZmOBEggLwmkVPCfffaZfOtb3xKMxR900EEyfvx4ufPOO+V73/teXsJipkmgOwjUfFAsG/9RKcGSxFaToZbot2wPSq0KE+/aavwy9sZtEqpMjBcfluckQAK5RyClgh89erS88MILUlVVJbAshyVzhx56aO5RyEKOIi0+CdclWbSgmmatuwISaUpsowVLoxIoTvTPgsi8hVsIKP1c2CssFTbHPbe/WiZGRE18oiMBEshLAkkV/LJly/R2tcccc4xeJvelL31JG5sZPHhwXoLa20yv/2uV1H9UKFZjUT5VCmv/1Esk7ltsRH1q1mmbjLpq597envFJgARIgATyjEBSBT9u3DiBNTnYgb/55psFS+VgPnbkyJFyxhln5BmmL7LbqkwB3rbqI9lVp4y0xLmPmppkR1tYfrl+Y9wVkYPqSqT/qIj0GJR+d2nrzoA0bQ4lpEUPEiABEiABEuiMQFIFj4gwE9vS0qK76D/88EPdXV9UVNRZmjl9fUtrq9z/yacyobTEMp89gkFZ2ZhonW24UvzFqru0R3wz3TIVepIACZAACZDA3hGwVPA33XSTHmtHa33t2rUyY8YMPcGuoKBAMC6f767A75cDy8tsYbBjU9hWwgxMAiRAAiRAAhYELBX8DTfcICUlJbJ06VK599575dprrxXsSz99+nRtUe6iiy6ySIpeJEACJEACJEACbiFgqeDLysrEr1qpGId//PHHpbCwUJuNxTr4yZMnu0V2ykECJEACJEACJJCEgKWChxIfMWKEYAY9/jDBbtSoUXo8HkqfjgRIgARIgASyTSCwcoX4d+1KuK2vrlatNW6V0JtvJFyDR0Tps2j/AZbXctnTUsHPmTNHSktLZf78+XoG/cqVK3XLfdq0abrb/uyzz85lJswbCZBApghEIhJYtVJ8kUSjI/6tW9SuPS0S/GBp4t19fgmPGSsS4qqSRDj541M09+9iFKlNnRKeA0OMqh4SevftBBi++jqJbPhMmr9xVsK1XPewVPATJ07U+cYku8svv1yiamnY4sWL5eWXXxbzWq6DYf5IgAScJ+DfvEmKH1Wmp3uqfR/iXVRty6f2dAr859/xV8RXvVuazr1AIlDydPlLQD0fkX1GiFFenjaDwGfr1HOVn5uFWSr4WHKtqtujoaFBDjjgAP0Xe43HJEAC9gj8cPkqWbBzp/redPzgRNQ5Vlp8Q12Pd5M29Zdj24ZJRfwFL56rfBpqAm/bxEm2pA8tXpS3H2lboBiYBGIIpFTwn376qRxxxBFSW1srU6dOlQcffFD22WefmOg8JAESsEPgdTV+2Ed1L/YMJG5bPLYkcT95pA3F36R60ehIgATcTcCn6u3Fu4qk5sP05TTUaJWRodc7pYLfvn27zJ49Ww4//HB55ZVX5JZbbpE77rhDevfunb70WQrp27FdfM0tCXfz79yhx/X8GzYkXINHtJ8yUJwwnmMZlJ5pEKhRG/q8X10jjY2NCaFrwmFZ0dAoQaWw4l1FICATy0rjvXPyvK963vqHUr56HfIdtagMdAjAExIgAXcQMHxS0BSSlsS9zlLK5wtmRsOn/MoMHDhQHnvsMT3B7thjj9Ub3sybN0/vTZ9S2mxfVK2b0l//Qnf9SbzyiBriU9eLZz+QIJVPTehpPfY4aT3yqIRr9Ogagb9t2SL3fbZRKpXCjndtqnv2mV27Zd6u6g6X0Fm9SQ0FvTN1oqXy7xCYJyRAAiTgUgKGasI3l7dIrz7pCwhz0M1bMjN5NKWC/+STT+Tpp5+WP/7xjwJjM0cffbQE1VascDt27HBPS14pDp/6az3wS6IETJtscLUa71StSjrnCESUth6ptvE9OMlWvlZ3Cquye2jLts/HpeMraFYR6EcCJEACbiSgOidbKlql1MZIdrjRJy3bMqPgEwcCY6BNmjRJL5VbvXq1tgFfXV0tf/vb3/QGON/+9rdjQvKQBEiABHKEgKqkGmpCf1TV/dP9y9QYao4QZTa6iUDK5i52s0MLHlbkzB3svvOd7+iWFvzpSIAESCDXCASjfoksrhQ1e8eWC1UkzjuxlQADe55AOBCR8i2lssPCwjcqgWo7h0SnKpS+IAYqnXcpFfw777wjTzzxhJ49v0FNUjv44INlwoQJMmvWrLw2Get8MTBFEiABEiABrxN4feo6CU6tk2/0TRyE//TBHtL/xDopGpA4LBwo7oZJdkcddZRs3bpVTj75ZL0f/dtvvy39MOuczjYBf9QnweqQNNoYY440+HVXoe2bMULOESivL5SdbyWuPkiVUXQz09kn8OaIDXJMuK+UqB7MWBdtVWOl24NSPEjNirJw5fsnruKxCEavHCYQVrPhmypapKhvohL3qeZ0Qc+I5bVMIUnZgscWtU8++aTMnTtXzjnnHK3ozUl2mRIoV9MNRvxSsLNY6rfby2GoKvFBsZcCQ+cCgYB6flDhs+X8men2syWDBwPPPeAjOXmMISOKizpIH2lW+xGsD0nZvq0d/HlCAm4lkFLB9+nTR8+cr6ys1GPxP/7xj7Xp2AsuuMCt+XGtXFH1sY2UtElxcfqtsGibCsuPtGvLNJuC1Ze0yNAR9u5Ys7yjgrIXm6HjCQSKDCr3eCg8T5sAWu/+UHYr3SkVfEQZhth3332lV69ectZZZ+mMYNtaOvsEwoGotAxqkgFD01fwrTsD0rQ5M8sn7OeAMbqTQDgUlcI+9sbpbIwGdWfWMnrvVrUHxo426y71ZDeOqmWbdCTgNIF9Lt7ldJKdppdSwa9bt04uueQSnQiMzFx55ZW6Rd9pqgyuPXK3AAA0o0lEQVRAAiRAAi4gsFVtZvVkU7MtSax2WrSVwF4E9m/cIMHlyyxT8NXXS+idhRL4aHXCdaOiUtoOnpbgT4/8JpBSwUOpv/XWW3qC3YsvvqjH4hctWiQ33nhjflNj7rNGoGlTUBo+KZDeh3EJUtag59CN/OJTe/l7J0MwqhN8f6lEq6oShI6qnlSf2j48oP5inU9t1uXftpUKPhYKjzWBlAoeE+pqampk2bJlsnz5ctm2bZsMHz48Y+h8Xe1T3BNPx7eTBsKqPzv3NcOav2nD2PORsRUPsqkb2IqTtkBfBMRdnLrHnmzaS29PjyhkiJejbVdQatVYcp/DbW7u/EX29vpIy4RnxSFnlc90ko5nk26crsTrLO2upvn5E92FZ1rht8sN9xqkJsodW2nPDt9jW5VdC4tnsTMmTl03evaU6Kh900+uuVkrePtlgmda7QJq49k23wI7cXRGcA+HmOp725D5c5CJ35ZUgM18IozdvCK83TipZNmba5YK/te//rXMmTNHsIMdlsWVKPOOJ5xwgsycOVPZZcnMmDA21cF9uuTUXAE4LZuNrWpF3RNxQjbuW6hepvZ76aP0/sPHxq92ObDDLxJUsfaGSxqi+RQvo8Aeg1TJ+gM1+uG2k0/ZYymtWJVDQdzSpKbCoATUvvZdfjZSCZvONfWyFhcrK282npFUyeLDgWfdDh/DH0AVTMWxfF2T3g73KlIKrqjE2THlgoKCrn/AiopUTtS7mlTqZBd8uifRTjkEm1o+v5fNbxZ0R7GSszueOR9kVc+7347M2G5bCW1XXq2I/Hiu0i+NKGxMKD524qBE/Uq+osJCJaO9Zzj+aYDMeiWXDZnBE1uYB2y8w+Y8DOQzFPdNipcp9tyv3lXEsVsWsWl05ThZhcKSNrahLVSFAZAYg3/00Uf1MjmcZ2qSXVR95JuauthKUwq+XFGB7XpTWaQDKajihVWcVhsTB5v3TNjR90rnJnvCwP53VG1lZCdeuC2gsuPLGHOIVqQ+DhHFoM0Gg1TZxsRM5NVWPvdMampUMrTFvUwtLUUSiQQyyiBVfsqUbLCMZwQsX5VUUS2vQdWCkR0+0WiBamfZY4qbG1IgTY1NEinq2oJ4fAOsHGQPd9GGg7+5SUrUe+6b/x+rpJP6Gerb06wq1xEbz2lbuE0x2PNdSJpy4gU8jo1KxgYdO/F6Jn0K1ffFr54PvJNpOxWnQAlt99tsqO+RoYxx2XkWwxGl3RUfO3GQj2g0oMsv2GAjXxYASlU+wyq/hg0+AXyT1LPQbOPZMRV8G773qPGl6aLRz99tu2WRZvJJg5WVlVles1xYixrIVVddJaeffrrcc8898sYbb7RHLi3ND5Oe7RnmAQmQAAmQAAl4kEDKZknfvn3lmmuukXfffVduvfVWmTFjhm7VT58+3YNZpcgkQAJuIGCo7u/WqQfaEiX0wfu2wjMwCZCAGplIB8KBBx4oBxxwgN6THlvXUsGnQ41hvEIguOxDy6VHpvwFzz2r9pgsME/bf6ODBknbQQe3n/MgTQLo8rQzhopkbXSTpikFg5FAzhNIS8GDAgbxMR6/c6eFmZycx8QM5jKB0NsLxLdrlxjlibOtI8OGi796d0L2fWqMNrDmYyr4BDL0IIHcIdCs5oZFbFQuw5jA4SKXtoI3ZcaudnQk4DSBL380THbsKtezbWPTbtkWlNbdAdk633oSSdXkJins3bVJZLH3ifbuK9GBA2O9Uh77du+SwPr1KcM4ddFQDd6KuiKpXpL48dAGZdR1KzOUBswYcKtjp4qB6ewhUKAm/9Z8qGam23DYx98RBwWKSZpxk3FTpo0JeV1UvP+3zZ7RYOTySJvLMlPKvpcXbSv4vbwfo3cHgZZmCSrDQVYPOVquaqWMBJcsTpRMzVwOjxuf8e5Rv9pz/7wl+0n9kFYtS6wgeC+DZVGpX504o7t1F5YTGdLnyNzePvnT4TulsaBN/mdA/1g0+nj7q6VS1C8s5WMSLZn5C9Q8+ip729sm3IAeJBBHIBj1S8tWewrep6ysOeLU6o2CD5baTqqtHOus8s9RwedBmQdXrpCiJ5+QaGXi7lg+tazD31AvgQ0bEkj41Y5ZDddeL0bv3gnXMuFROrJZLVlNv6ZftypR6WdCru5OE/vQfzZ0t1Ts2yNBlOolxdq+dAVNlSawoUdmCLQFIlI1zJ6Vy+atzqkaw0aXuSaAVoLdOHvQndO3t9oJMf1v0tt19ZmB3sVUnaPeRQEYLQsE1AMO5R6eMNHWzQpef9Wy1W8rEQYmARLIKQJtqjVeOsKeAR8Mszni1OTMtkmT1XyZ9Fvkgc/WqW7Arqk6bLxlR8EHbFQGHOHRSSJdy3UnifKyBQFVCSzYWiR1FluqR9XmET41Vhr/bESa/Vk3L2ghOb1IgARIgAQ8SIAKPkuF9vKkT+X01gEypDRxO97Nz1RIv5l1gjHTeIfxVToSIAESIAESsEuACt4usS6G39inVur7F0lvi0UIm/9VIT2/1CjB0kQF38XbMRoJkAAJkECeE7DcqjbPmTD7JEACJEACJOB5AmzBe74IcycDzZtCytJa+jNWww2sn+ZO6TMnJEACThOggneaKNPrMoGG1cosqx3n45CGHVwMSwIkkF8EqODzq7xdndtQD3sTCrHKgI4ESIAESMCaABW8NRf6dgOBikmN3OimG7jn6i0D4pNNTc3ybFtixTGsjJpjMAhh4l2jsh9uY7+l+Og8JwHXEMgpBR9avMjWjkW+5maRsfu5pjAoCAmQgHMEjuhRJfdNGi81dXUJiT66dbsMKAjJ0SpMvCtQG1IMK8yPXRLj887z3CKQUwreX1tjq3Rsb3loK3UGJoHME+gzQ20zXOLQPt+ZFzerdygK+GWGWpe6y2Li5vzd1TKiuEgOd5FhkKzC4c3ygkBOKfi2Mao1rl7qdF1gy5Z0gzIcCbiSQPHAxO5nVwpKoUiABLJOIKcUfLS/srZlY89hv0XXXdZLgDckARIgARIggQwQyCkFnwE+lkm2RKMye8s2y2vJPNPvV0iWAv1JgARIgARIIH0CVPDps+oQshUmCG04TNyhcymBtjYJbFqnTOauT1/AiJqHXcCJWOkDY8hcIRBQ9uDbauw1WQxlUMuLDt95w8a3PmJPLWQcCRV8FxDDfOApvRJtc6dK6t1ad9kJTiVr3l1TL7AfKyrwZ8NFlOlKOpsEAmphWn29hN56MzGi6hnTTpnojHe+piY1v8Yhk6PxibvpXD2LMG8a2LjBnlQmOxuxoLjQG9mglgWm6xqLm6WxsE3qP0ms3EZbPlfi/sJELQe/UFX690lXnkyFQ04q1HAvVlvYdV+xqRvspm8nPBW8HVp7wvqVgu9j8+MOu8J0LiWgXuTwoMFi9Ei/0gYl5aurdWmG3CtWdOAgafzOd0UiiTP/QwsXiK+5SVqPPDoxA2omfLSfmmOTB84HZW1TYRtd+L40qXssqK4Ri6pWSsqvnbRLXpg0LiHMln+Xi6HmfA44KXFZYkJgl3v41Dd+1cxjZLOaiB3fgn+tplYe3LxVZo/d1zIX0A9ucVTwbimJfJZjz/tQ+36JxL8bBvSA+vNZPKnhelVpcuJdUh9Ho6LSlgLxFeySQENDPpdal/Me7T/AMq5RUaEmyQYkOmiQ5fW88FQvQFjxiQ4enH52W1sltOzD9MMzZFoEoOShrOP7I+BnXksroW4MZPHZ7EZp8vTWo6/dLoHi+Mcof2BEg4bcMmOh3Dd0lNpBrKPGblxXILUrCqX/8datgtJhrfkDijnNDwJFRWJUJm7AkzTzGFqKe2+Sho25UKKGPI5UG/2MKiyI8U19uFlVJt6vZ8U2NSX3XKWCd0FZFPb2zthUpnCt7rNbysY2SyiuqxGTcxo/C0nFfi2ZujXTJYG8JYDWaHylOhUMhEXrlc4bBDgw7I1yopQkQAIkQAIkYIsAW/C2cDEwCZAACZBAdxLw79opRmNj2iL41IZmRllZ2uFzKSAVfC6VJvNCAiRAAjlMIDxhgvg3b1ZLLTvOyfGFw+LbsUP0bqZx+TfUnIbwSOsZ73FBc+6UCj7nitQ6Q/7du6XgtVesLybztbE+NlkS9CcBEiABpwi0nHq6ZVL+rVuk+IH7pel/vmV5PV89qeDzpeTVmlef2n3NjuvK2lo76TMsCZAACZBA5ghQwWeOratSjqo1xpERI2zJFPrgfVvhGZgESIAESMA9BKjg3VMWmZVE7bxnVKW/U5sWhsthMlsmTJ0ESIAEMkiACj6DcJk0CcQTaFbzGhaorS7tGB9qjEZkpJooREcCJEACdghQwduhxbBZJ+AviEqwInHf8qwL4tANo2rDwu3Kep1d5zYrVXblZ3gSIIHsE8gNBa+6krHRa3C52o/ZF7d3j7KYBOMNhoUlKr9aH5kQPvtlwDumIFA+ulXwlyuuQBlNmVhaKhWBuOc0RQa3trYJ4tHlBwFfQ71gVnjargsVxrTTZkBPE8gNBa+2N2266FLxWWx+4FdmF4Mrlknr0cdaFlRk5EhLf3qSQCYIBNWzOry4SPqH0n/1Ar4mCauKKl3uE4jsM0LwzfJZGDKC0jd69BSjIHHv+LaJk3MfDnNom0D6XxnbSWc3QmT0GMsbBgoLtX3l8OQpltfpSQIkQAJuIRAeN17wZ+VK7vyltJxyqkSG72N1mX4kkEAgZxR8Qs7oQQIkQAIkkDUCvQ6hlbmswU7zRlTwaYJisBwngE2AbIxlYmtMOhIggS8IhHJoMuwXufL2ERW8t8vPldLXtoVlXXP65l0j3Ty+HC2rkNB774isXmWLZ2QE52/YAsbAJEACWSVABZ9V3Plxs3VNTbJW/XnFtXz9TMGflSu76QZp+P5NYpRXWF2mHwmQAAm4lgAVvGuLxruCFaqZ4kU2lnVhfnh1OOLdDFNyEiABEnAhASp4FxaK10UaXVYqB5eWpJ0NLAF7aMu2tMMzIAmQAAmQQOcE0t9to/O0GIIESIAESIAESMAlBKjgXVIQFIMESIAESIAEnCSQtS76VatWydq1a2XLli1y9tlnS4HFbkxOZoxpkQAJkAAJkEA+E8hKC75RbSH7yCOPyPHHHy/9+/eXZcuW5TNz5p0ESIAESIAEMk4gKy34559/Xg455BCdmfXr10tJyecTsBYtWqQVPy585StfkWnTpjmeYUMZ9ogGg1JVVeVI2jV7ln8V2TTfGQjU6Xw7JYedzEQVbxjbCdqU2VBGfCoqysVng12otk78Kp4dPm3KGBBcpbpPgZqB7yYX0QwqxVdZ6YhYPvFJSO1Db4dPSO0rIEbUsWc43YxElGlbKwfZg+qdctpF8XyqDYSKbTxvqWQIqGcef1bvXEHBFikuLra8lirN7rwWUXkpKyuz9T6mktf/2UbxBcTWs4hd8AP+ZtdxM1QjMqoMjVmVdSoGnV2rtHjvy9SKn0DAOZ3SmQzpXI/u+YbGh3X+LY2/gzpfvny5nHnm5+uMV69eLTNnztShevXqJQcddJA+7tmzp7S2ZsBqmPpg+FXmnUo7vGcHs2QfP4vsay/s5YK4TsmR7D5W/j71QPqUANEkH2yrOPCD/bI27O5mo1yiyh4q8mqHT2TPw6nZuEzBo7rR1qaeSxsMwC65U+WgGNnhg5c3qqB2x7NjlQ/InuyDYhU+bb8vf/5dcIp1KBQSn6qgWXGD/GH1XlhdS1veLAf0q2fA7vuYSkQsT42qiqOtZzGiLHO66Flsz5/6TvmVTVEnyxMVQKv08B03FDera+3yZPkAFVkrlxUFj9r+8OHDpba2Vteahw4dqmUZNmyY4A+uurpa0JXvtAu0tEiBepmbHEq7ec92pvpFsyEsPih4IDKRx87ECLZ+ziBsYytWpFmgXuSmpmZB7Thdh4+FUvGff4jSjGRaSkMZhV2m4Ms0gyYxgqE0c5M6GD6qYGTn+dEKVcmR7WenUBlqsnKQ3azoWl13ix96GvDhs+IG+VFxs7rmFvnj5ShR35AW9T2L2Hgf49OIPS9UlZ+XdlbLu7trYr31cZt63oLqeryRYryrAwsLXMfN39wkxQ6/I2i9N6keW1RoYl2zKgN8z9307KBnx8plRcGfeOKJ8sYbb+gJdrNmzbKSg34kQAIkQAJZJHDbfqPlMzWkhkpDvDt7xWq5a+Rw6a16QeJdjwwMz8Tfg+fOEMiKgp84caKuBaG7jI4ESIAESKD7CVQoRb2v2pCqyWLXScyjGV5UKP242qn7C2ovJMjajCYq970oJUYlARIgARIgAZsEsqbgbcrF4CRAAiRAAiRAAntBgAp+L+AxKgmQAAmQAAm4lQAVvFtLhnKRAAmQAAmQwF4QyMoku72Qj1EdIuCvr5fAx6vtpbZnzb+9SAzdGQEsJDSXBnYWFtcjcct00onDMCRAAiRABd+FZ6BFrYF8raY2ISbWf+NbjBmo8W67Wjuc6BsfKjPnkX1GSOuXDlaJd1zPibsFV6wQo7xcIoMHJ9w8Mmq0GD16JPjTo+sEeqplR/N27LKdwEk9WQ62oTECCeQ5ASp4mw/AILX5x8/2Hys7ahI3h1hc3yCb1KYyJ1p8jKHcp6ltX7vDGZVV0nr8iZa39quKCpR72/TDLa/T01kCT3zpANmlnp22uJ3xdqjtaL/y4Qp5c8oEyxti0xG6/CbQfO75EnVoG9/8Jpk/uaeCt1nWAfWhvWDYENm6Fbsyd3T4CL/f4JNz+/XpeIFnJLCHAHp39H77cTv2hdRaZCwlDcX5ExwJmASiffuZh/wlgbQIcJJdWpgYiARIgARIgAS8RYAK3lvlRWlJgARIgARIIC0CVPBpYWIgEiABEiABEvAWASp4b5UXpSUBEiABEiCBtAhQwaeFiYFIgARIgARIwFsEqOC9VV6UlgRIgARIgATSIkAFnxYmBiIBEiABEiABbxGggvdWeVFaEiABEiABEkiLABV8WpgYiARIgARIgAS8RYAK3lvlRWlJgARIgARIIC0CVPBpYWIgEiABEiABEvAWASp4b5UXpSUBEiABEiCBtAhQwaeFiYFIgARIgARIwFsEqOC9VV6UlgRIgARIgATSIkAFnxYmBiIBEiABEiABbxGgPXhvlZfrpS1S9sw/rK2TFXX1CbJGlU+yGmVQ2UKHrXQ6EiABEiABZwhQwTvDkansIXDBoAFyYr++Ul9fl8DkujWfyhl9eskhFeUJ14pVxSBABZ/AhR4kQAKdE4j26i2Nl13RecA8C0EFn2cFnunsohU+sKhQaltbEm5VoJR4j2BQ+hcUJFxzq0d43AQxgiG3ike5SIAEQEB9V4w+fckijgAVfBwQnpJALIHms8+NPeUxCZAACXiGQLIhUc9kgIKSAAmQAAmQAAkkEmALPpEJfUiABHKcwFVqrkgB53zkeCkze1TwfAZIgATyjkCfEOdVpCr0Hw0dLBVqXJvO2wRYgt4uP0pPAiRAAo4TOLFXD8fTzJUEJ5eWyo+GDfZEdqjgPVFMFJIESIAESMANBMqDASkPFrtBlE5l4CS7ThExAAmQAAmQAAl4jwBb8A6W2ZSyUhlc6J013g5mnUmRAAmQAAm4jAAVvIMFMqakWMaIN7puHMw2kyIBEiABEnAhgdzvoi8qEqN3Hxeip0gkQAIkQAIkkDkCOd+Cj+wzQvBHRwIkQAIkQAL5RCD3W/D5VJrMKwmQAAmQAAnsIUAFz0eBBFxAAC9ieSDgAkkoAgmQQK4QoILPlZJkPjxNoKfaWe3FSeM8nQcKTwIk4C4CVPDuKg9KQwIkQAIkQAKOEKCCdwQjEyEBEiABEiABdxGggndXeVAaEiABEiABEnCEABW8IxiZCAmQAAmQAAm4iwAVvLvKg9KQAAmQAAmQgCMEqOAdwchESIAESIAESMBdBKjg3VUelIYESIAESIAEHCHgmq1qA2qTj/LyckcylclEfD6f4M8LsqbFIRSUUGGRFDnEPqTWc/v9fks+KOPi4mLLa2nJmgOBwKakpEQKCwtdn5toNGopI2RHObrdBYNB8cp3pTtY4l3Ftwyc6KwJlJWVWV/wiK9rSjYSiUhTU5PrsZlKqq6uzvWypiNgUVtYIi3N0uZQfkpLS/VH1YqPWcZW19KRNRfCQDk2NjZKa2ur67OTrBLS0tIi4XDY9fIXKUNTqEzl8/OWqpDwLUNZeuG7myofmboG5V5fXy+GYWTqFo6lm6wiwi56xxAzIRIgARIgARJwDwEqePeUBSUhARIgARIgAccIUME7hpIJkQAJkAAJkIB7CFDBu6csKAkJ5DUBX3W1+NUfHQmQgDMEXDPJzpnsMBUSIAEvEgi9944ENm0SNXtPon37Seshh4pajuHFrFBmEnANAb5BrikKCkIC+UnAt2uXBNZ+IlE16z2qZi77tm8T/84d+QmDuSYBBwlQwTsIk0mRAAl0gYCh1tvH7Avgw/r7JGvwu5A6o5BA3hJgF33eFj0zTgLuIGD06CnR0jLx79opRjAkhtpEJ9qnrzuEoxQk4GECVPAeLjwnRI/27i1GeYUTSTENEugaATXW3nrUMeLftlVE7SmCZ5Lj711DyVgkEEuACj6WRh4etx7z5TzMNbPsOgJqy9Rov/6uE4sCkYCXCXAM3sulR9lJgARIgARIIAkBKvgkYOhNAiRAAiRAAl4mQAXv5dKj7CRAAiRAAiSQhAAVfBIw9HaewLE9KmVwYYHzCTNFEiABEiCBBAKcZJeAhB6ZInB23z6ZSprpkgAJkAAJxBFgCz4OCE9JgARIgARIIBcIUMHnQikyDyRAAiRAAiQQR4Bd9HFAeEoCJEACbiPg37JFGePZIEYgIOHxE0XULx0JdEaACr4zQrxOAiRAAt1IwL9lsxS+NF+iVT3E39AgvuZmafvSNBG1ORAdCaQiwC76VHR4jQRIgAS6mUBg82aJVlaKEQpJpKpK/NXV4mtt7WapeHsvEKCC90IpUUYSIIG8JRCtrBJfU5POPxS7T7Xi0VVPRwKdEaCC74wQr5MACZBANxKIDB8ukUGDxd/WJlJWJi3HnyAS5OhqNxaJZ27Np8QzRUVBSYAE8pKAsrbXdsh0UeqdjgRsEWAL3hYuBiYBEiABEiABbxCggvdGOVFKEiABEiABErBFgAreFi4GJgESIAESIAFvEKCC90Y5UUoSIAESIAESsEWACt4WLgYmARIgARIgAW8QoIL3RjlRShIgARIgARKwRYAK3hYuBiYBEiABEiABbxCggvdGOVFKEiABEiABErBFgAreFi4GJgESIAESIAFvEKCC90Y5UUoSIAESIAESsEWACt4WLgYmARIgARIgAW8QoIL3RjlRShIgARIgARKwRYAK3hYuBiYBEiABEiABbxCggvdGOVFKEiABEiABErBFwGcoZytGngfesGGDXHbZZfLss8/mOQnr7D/88MOyfft2ufbaa60D5LnvN7/5TfnOd74jU6ZMyXMSmc/+Sy+9JM8884zcddddmb+ZB+/wwx/+UA4++GA55ZRTPCh9ZkWGWjzssMPkP//5j5SWlmb2ZhlMnS14m3AjkYjs3LnTZqz8Cd7Y2Ch1dXX5k2GbOd21a5e0trbajMXgXSHQ3Nws1dXVXYmaF3FqamqkqakpL/JqN5NQ8Dt27BCvt3+DdjOe7+FDoZDss88++Y4haf579uwpqATRWRMYOnSoFBcXW1+kr6MEysvLZdCgQY6mmUuJDRgwQCorK3MpS47lxefzyciRI8Xv93YbmF30jj0STIgESIAESIAE3EPA29UT93CkJCRAAiRAAiTgKgKBnyjnKolcKszmzZvlueeek40bN8rf//533c06cOBAl0qbXbEwjnfffffJmjVr9LjVP/7xDznwwAMlEAhkVxCX3m337t3ys5/9TKLRqCxYsED2228/sslgWfFdTQ4X48p4FjG2/Mknn8jLL78sU6dOTR4hz64sW7ZM7r77bv1+Ll26VMaOHetpAhyDT6P4Pv30U/nd734nt956qxQWFupCb2trSyNmfgTBmPLq1avlpptukv79+8uoUaMEcxXoPidQUlIi69evly9/+cu6cvjUU0/J1772NeLJAAG+q6mhYl6C+Swi5GeffZY6Qp5dxQRYzJo/8sgj5Qc/+IGMGzdOf8+8ioEKPo2SQ40OH2codzhMlILDkjDMGu/Vq5d8/etf1375+B8YbN26Vbfe3333XTn55JO1wscSE7TuL7zwQundu3c+otF5XrJkiUycOFEvH8TSLSyT47OTmcfB6l1FZfzXv/61BINBmT59uu5dyszd3Z8qnsUhQ4YI3tOWlhbN48UXX9TvKybHXnHFFXndu7Rw4ULdo7FixQrZtGmT9OnTx9PPDifZdfJOolv1uOOOk8cff1x69OjRIXRDQ4OgxTBixIi8nhn9+uuv667n008/XQ9hHHHEEQI26AbEvgFe7+bqUOhdOLnnnnv0bOXx48fr1kBFRYXmw2enCzBTREn2rmK5HJQ7ulwPOOCAFCnk/iU8i/heYfgMw2ioeONdxXJCzBjHzPp8dpdeeqmcd955utGGnkh8w7z87LAF38nTjId+8ODBHdYu19fXS1lZmWzbtk13Sef7sqe3335bDj/8cL2sZPjw4Zooejs+/PBDmTx5cieEc//yokWL5Pe//72gq950fHZMEs79pnpXodwnTZrk3M08mtJ7770nF110kRQVFbW31NEtjdY8FH8+O8yVQcUHDZRY5+Vnh7PoY0syyTFqdX/729/k1Vdf1ZNS8EKgZfroo4/qjza6p/PVYde6V155RTC2B2dOrPvTn/6kPxp4afJ5Yxd0hWJDkdg5G3x2Mve2WL2r//3vf2Xx4sW6NYaNhvLV4Vmsra3V76P5nkKxo1WPCnk+f8fwTMydO1f30sa+q15/dthFn+bbjq4avBzmxhDhcFiP0axcuVKwuQu6u+i+IIAPB2bo4sOB7TBjW69fhMrPIz47mS13q3cVY8+YK4KVL+h6pfucAJ5FzJOBIquqqtI9cWTzBQHw8fKzQwX/RVnyiARIgARIgARyhgC76HOmKJkREiABEiABEviCABX8Fyx4RAIkQAIkQAI5Q4AKPmeKkhkhARIgARIggS8IcJncFyx4RAI5QwDL8OJnRWPm9P77768nVGF1w2mnnZaV/GLTEEy4xCYqsNJFRwIkkB0CbMFnhzPvQgJZJYBNmWbNmiV/+MMf9PIwLNUzzU5gYxPMmrbrsJFMVxw2U8HOfVTuXaHHOCTQdQJU8F1nx5gk4FoCsAWwatUqufjii/U2uVjG+Zvf/EbLi50HjznmmLRlh2L/4Q9/KGj1d8Vhe17sBklHAiSQXQJU8NnlzbuRQFYILF++XLBFK/bSfuihhwTd5Kb1Q7TeZ8yYoeVAJeCPf/yjXH311doaIDwffPBBmT9/vlx11VV6G1NsWvTXv/5VbxaDDZ/Qtf/II4+0219AerjH7Nmz9eZPSAObhdx5550yb948/WsqeKv7ITwdCZCA8wSo4J1nyhRJoNsJwNDPQQcdJNhGGErW3DIYO7lhS1fshw9LYt/97nfl/PPPl/fff19vdHLbbbdpS4DHHnusnHTSSfoYWzXD+h38EA97c+P4z3/+s8A4x29/+1u9/ekJJ5ygDXMg8zAwBANNUOww2jFt2jTL+3U7KApAAjlMgJPscrhwmbX8JfDvf/9bzj77bN3Kxk6C5vg3JrsdddRRGsyNN96oDQGhdf7YY4/p7YZvv/12bU4UAaCw4WBtLPYYlQXTKAnSuOSSS3S41157TQYNGiTokl+3bp1MmDBBH0+ZMkVXCuLvByuMdCRAApkjQAWfObZMmQS6hQC2CYbdBHSbw8G8MewmoNWNrvdvfOMb2rQvtuCEMu7Xr5/AgNKOHTt0Nz62LIXDFqYwpIQx++uuu077ITx6BEy3Zs0amTlzpj595pln5Oabb5Z//vOfcsopp2g/dNujJY/04+9npsFfEiCBzBAIqJm1P8lM0kyVBEgg2wSwD/utt96ql6WNGTNGK9UHHnhAK/Yrr7xSGxaBxT9MuoOJ0Dlz5mg7AZhIhz3aUTHYsmWLtl2PFja649Ftf+KJJ+rjp59+Wo/Xm/nCjHzs8Y4ufgwJmKaC0X2PXgNzSAD3Q4Uh9n6oWNCRAAlkjgD3os8cW6ZMAq4jYLbKTcFM08fmOX6htEtLS9u94uO0X9hzEB8e3mYc/MI0qTlEYHW/+PR4TgIk4AwBKnhnODIVEiABEiABEnAVAc6id1VxUBgSIAESIAEScIYAFbwzHJkKCZAACZAACbiKABW8q4qDwpAACZAACZCAMwSo4J3hyFRIgARIgARIwFUEqOBdVRwUhgRIgARIgAScIUAF7wxHpkICJEACJEACriJABe+q4qAwJEACJEACJOAMASp4ZzgyFRIgARIgARJwFQEqeFcVB4UhARIgARIgAWcIUME7w5GpkAAJkAAJkICrCFDBu6o4KAwJkAAJkAAJOEOACt4ZjkyFBEiABEiABFxFgAreVcVBYUiABEiABEjAGQJU8M5wZCokQAIkQAIk4CoCQVdJQ2EyQsAwDEfSNW16O5JYDiVCvtkpTKc4Q1qvPcv5nPfsPF25eRcq+Nws1w65CofD0tjY2MGvw0l1tUhFhYjfukPHr/zLyso6ROFJRwLgC85WDh/nmuZNUlU8yOqy9isqKpLCwsKk13nhcwKpOCPEpuYWGViUnCMYe5VzS0uL4C+Za9nlk8KeySvzoVBIiouLk0Wnfw4SsP6i52BG8zlLUDCp/vwP/Unk449ShslnfunkPRqNJuW3tXaFPPjGV5NeN8smnfvkexiTldXv5uZmOW3x+znL2SrPsX4f3FEmLaquHusXe4xnlC6/CFDB51d5W+c2EhHBH11GCESMNoka1q37jNwwTxMNq4psxKHhKC8iNCI+Mfgae7HoMiYzu+gzhtZlCatueP/T/7RW5Du2i+8/z4tvwZsJQhujR4scfmSCPz0SCSzdOFdWbHku4UJzW400tOyQv753ScI1n/jlmDHXy+Ci8QnX6GFNYP6OnfIv9RfvmiJRaVKt1FkrV8dfUpR9ctnggTLJ48MgDRsCsnm+GoKw6ImPqjrkuidKxB9KvNjroFbpMzkBCz1ynAAVfI4XsJk935bN4luxXIxhw0yv9l+jb1+RoHoUWprb/XDgq6sT3+5dYlDBd+CS7OSDjf+Q3Y3rpLIofqzdJ33Lx0prW31C1E21H8jG6qUyuDcVfAKcJB7zd+2WVQ2NqlJU1DGEar2PKS2RBqXo491qFX6Rep4n9eoZf8lT53WfBKR+bVCKByQ21UsGRSSqvI2or0OeWnb6xf9BSCn4tg7+PMl9AlTwuV/GX+QQH8Rhw7847+TI2LpFfLt2WYZqaGiQhQsXytFHH91+fcWKFfLee+/Jueee2+63aNEi2X///QWTyJxwn332mezevVsmTZq018nV19fLJ598IhP/f3vnAqRT+cfxn921iTbr9k/on0gYNGIsI7L9FblMipShXDIyuYWUS5Fbl3H7D8lQdCOXlBByifKPGEzkNhkZ92u22I1ld9v9n8+znXWc95zdd9e78trfb+bd97znnOc5v+f7POf5/i7POXv//ddcl11B7K3/lvKxwet2LvmYXTTge/v27VKmTBmpUKFCwDF25EX/U6dOyTkrmnPmzBlJTEw0q8nLli0rderUCXplud2nSRZhrlq1SmrWrGn0LF/ebdhcUXvv3r0Ga/YULVrUjAmum5c2UEdZyxO/Pyb4hZ9nU1IoFiDkqHft2iX79u2TJk2ayL8wdvNZDh8+bNnTUZIdXtmpEHVbhtx2dyDB+5XxCtv/ZaXkNm3aJI0aNcoqtn79eoPBxo0b5cEHH8zaH4oNe8yEah4IhU4FoQ7NwReEXs6HNn722WfSo0cPOXDgQFbtTz/9dMBqe27sS9bip1DJ66+/Ln379pVQLBiCoJjcb0ShfbST9vpJXvRfuHCh6Y8+ffoYUoPY3n33XXn++ef9LhOw3+7Tfv36ye+WAXjy5Ek5fvx4wHnOHTNnzpRvv/3WnLtlyxZ59NFHZffu3ZKXNjjrvZZtyJ0x/P777xs9nnnmGfnmm8AUy7Vcw6ssBJ8TXl7lQrmPe/Lll1++qspevXqZ3xB/qMUeM6GuV+vLHgH14LPH5+Y5yiI6vBjLgwtazv+RWcajwLx582TixIkyY8YMGTdunHz88ceSkJBgvOuPPvpIUlMzw4E8ksQzx3jK7733npQoUUJ69+4txYoVM8QCwdaqVUsGDhwoeA4Ik2zp0qWlf//+V3mVeO6nT5+Wxo0by8qVK6Vly5ayYcMGM1l+99130rRpU6lSpYp8+umn8sILL0i1atWMpzpr1izzeFC3bt3M44IrVqwwkQbOwZNCvv/+e/n888+ldu3apizXmTRpkvz222/Spk0b84GkypUrJ0uXLhXIjciEU1LSLsil1CQ5kxSYA3ae59y+nJYkaX8FPvq0evVq0x7aB4mWLFnS6PLWW28ZgkZ3dLH1h7jBBNwGDx5sdXWK/Pjjj4ZQDx06ZAyF4sWLy44dOwRyR8A3MjLSrLq+9957zT53PVzXjQ2PW23evNn0191Wyqdu3bqmHir48MMPZdu2bfLkk08aEjeV/v2H/mrWrFnWLiJArVu3Nm0gskCb7agFfTV58mQTIXKWofBFaywnpKTKgewe/cy6SuZGovUI4yXXQtI1a9aY8TV16lRz0uOPPy60HyESRVvwdBmvpUqVMng+9dRTsn//fvn111+lRYsWAdi4yzG2v/jiC1m+fLnUqFEjC3Nw9xpj3EcPPPCAfPDBB/LYY48ZfIxCf/9Jt27htGSR5FPB+2apSYUkspizluy36V/ErTd9zn3MuIqPj5cOHToE3Qbq9JoHmA9U8g+B4EdJ/umgNV8PBKyQusUMUujIoeA/FrlJsjWbuGTPnj2GXJgQmZR5Nrdjx47CZN+pUydZtmyZCf8+8sgjZmIjDNu+fXth0q5fv76ZOCEjQrVMrhA7k/3PP/8sb7/9trz00kvyww8/yNatW6+68ty5c4UJtnPnzjJ9+nRzjDJfffWVjBo1SkaMGGHKde3aVcaOHWuO45k+8cQTEhcXJ4MGDZKzZ88ag4RzELxKJq2RI0ea8hA6+qBX27Zt5Z133pFXX33VkOBrr71miKx79+6mLlOB48+FlN/lj+QjcuzcT0F/LqaekwspZx21ZG5CLmBJVASDCcHgwLgZPny4aTMGFfrjDWLgTJkyxRA8HinHiABAqoTCMcTop+jo6Cyj6euvv5ZFixYZY+Xhhx/2rMcLG8iqevXqglGAMUEf/PLLL0L/0GdvvvmmEOEhBeAUyMuOwBAOZvzYbeB7zJgx8sorrwjja8iQIcboGz16tLMKs51gGY+nUi7LrqQLQX/+SE2Ts38bnXaFRBJoty0YRy+++KL5CdaMKcYJOjEu1q1bZ44dPXrUkJwXNu5yydb9M2HCBJk2bZp5/p40lo2X1xgDW8YzfWyPO1s/vlOTIiTtzwj584iViw/yk3IuwpRz1sM20RvGh/0h7YZg6PrpPX/+fNO/ixcvFvow2DbQLq95wFxQ/+QbApnuS75VrxXfMAjwIhvrkxFXP3iVfHLwkA9hWTxBJgIsfcgIrwQCQSB0CB9hciSXTK6WD+FZvHE8NCbUgwcPZpEBnh95UHLCTPpO4boQC14ekwv5eKR58+Zyxx13SKVKlYxXwURNGBQy37lzpzEaOI+QMGHZhg0bGsInL4xASnhLECEkjuC5Qop4zxAVEQk8Zq6FkMd2S4mid1kvs6mQqxz87hNLpbjrBTjovXbtWkPWXBsiIsKBcYM3Se62Z8+eWZdHLzxFjuEV4gEikNc999xjjCrIHKMJA8EWCIoIAOsobE/aXY8XNvQb5XgBkvPFKdTfpUsXE6WBzN0C7kRIIPKhQ4eaMcHYsIXjtIVzKlasaMYBYwovmm9b7rLWc0RHREqd22PsXTl+r0v4PWBRXmxsbEA/Mq7vvPNOee6552TYsGEmEuI2VBhDiBc2pByc5cCnXr16xuNl3HNPgBOCUeweY+xnDQvjGSwIpTsxvqVUuhQpky4lamZGyDg/J2FhXnTJwIWHRLswJmzhnrPFS2+O4bUTzeD+ph3BtoGyXvMA+1XyDwEl+PzD9qasGaLDa8QDZ4LHK4d8IHinON8WBuHab+CCGOfMmSN4MizweeONN0we1H4LHF69l+D1MDmSFkCqVq1qcqdMxs5r2eFFziH8V7lyZROyJ6dNWoEwofN8zmPBHh4wQviRSRXvacGCBcZo4Fro59SNevJL8H4hQEgGIR0A4UMseEIYPhDyl19+aY5jYOH1QhaEmDFqEKe+/CbaQrtsIVLiJE7KuuvxwsYu7/7mXNIBDRo0MFEajCZIypb7rEcu6fNPPvlEHnroIWOk2cf4dvaLsx+d54RyGwMII5U8PNcjioTxQUqHiA5jHK+TSA4Gje3h2vlzNzYnTpww3rqzHIQPDuPHjzfRINY72GFp+tc9xmifu99C2WZnXdy/Tsydx7z0xiCyjWrSFCz+zE0bvOYBO13kvLZuhw4BJfjQYVkgasITJPQOsSJ4GpBddovVOI6lj3fHJEnul3IQPYTKpOH05LyAZNLFmKAcQugdTxXy8xPIi+syCWGYkKP3EnL1rO4l9I7HzrXirRwj4XlIlQk3J/286s3rvtmzZ5vV6XhKCN466xdoa1crZEw0BP1scsbzIgQMeZ8/fz4rBO++Pm1gkvUTr3q8sPEr365dOxkwYICQ24Yw/Rbu2ZESUgheIXi/+kO9n5w46Z5WrVqZNSGsW4CAwRcSJuVDhArjEOOEvDtRErxbPm5syJszdpzlYmJijNG1ZMkSkwpivQq5bOSfHGM5YemlN4vvMCqJfPHKYML1RMWCvU+85oGc9NDj14ZAIWsCy4w3XVs9WvoGRoCJ6+LePRL13wm51jK9WnWR3v2EG/5avVZIFlLCc0Dw6vltLxTLtXJBFiDEyzDP6Tro4/RomMSYyHNqN3Xj6S3Y1lN2HFsYpFZXTnu23hypXbFN0I8SYiSxSNEp6AAZZef9kRaxvUdnWee2Xz1ubJxl3Nu5OdddNrvf6EbbR+3bL7NPns7uVM9j4+6rLO3vqmBwdvcpfe3GzgtnojvuR73c7fUq5zeW/Pa7G0Dbufax/2XIwbneUS53GefvsvGXpFL7NDNu3G13nufedupnL5JlTYsTK+c57vJev93zgNc5ui80CCjBhwbHG7oWQ/CsOLYmCMsdCdA1cupkSW/eQjKqWG+tc4u1Cj7C8sZCQfDuqm+W30y+EHxqWopcTgt8mc2pxD2y8Kde0jd+fUCTeZNdkcIxhjTcxBFwcgHfYRN8imUo/ulaEQ80J6zx/ezOvbIu7kou2YaMhEqMFWbHgAPn3JCcXcc/+W0TPMYEq+glIzBFtH3E7VJjYKJExwZqGlkkQwpHR+Wa4J01sbCOecAvEuY8V7dvDAQ0RH9j9MP10cLvZTN41NbEZ5nl10ePm/QqEYUi5dbCxQNad0vUbRJRyFqQ5nEs4GTdkSMCEVbK53aLrN2SaO2DuL2Ouc8N599R5h/CBQZeraZLpPU+qaiigcdC0V48d5XwQiAzVhpeOqu2IUYgPa6+ZFgryFXyB4ES1tvt4ip2zZ/KtdYsBEoXjpYu5TPXhmTtLEAbZf9zWQrH5A+5FyAYb6qmaoj+pupO78awSIg8dF4Fr4hcebiFNfPa3tyWI3xq5/lzW9Y+37k2wd6n31cjEAqcWf/BJ9zGMm3nPuaTV9H7OK/IhW85Jfjw7TvVXBFQBBQBRUAR8EVAQ/S+0OgBRUARUAQUAUUgfBFQgg/fvlPNFQFFQBFQBBQBXwSU4H2h0QOKgCKgCCgCikD4IqAEH759p5orAoqAIqAIKAK+CCjB+0KjBxQBRUARUAQUgfBFQAk+fPtONVcEFAFFQBFQBHwRUIL3hUYPKAKKgCKgCCgC4YuAEnz49p1qrggoAoqAIqAI+CKgBO8LjR5QBBQBRUARUATCFwEl+PDtO9VcEVAEFAFFQBHwReD/oATfx1IaQHcAAAAASUVORK5CYII=" alt="plot of chunk unnamed-chunk-4"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Cairo's Qualities</h3>
<div class="slideContent" >
<p><em>Truthful & Functional</em><br/>
When analysis returned several significant interactions for race, we wondered if the P3 component also differed as a function of race. However, via visualization, we were able to determine that this result was due to the responses of the Asian/Pacific Rim group, which had only two subjects. Therefore, this visualization itself was an end to truth in analysis. </p>
<p><em>Beautiful</em><br/>
We chose color because we found it a highly attractive way to distinguish each race from another. </p>
<p><em>Insightful & Enlightening</em><br/>
Again, the insights gleaned via this visualization were highly useful - not only did they deter us from drawing improper conclusions (that neurophysiological responses differ as a function of race), but they enlightened us: quite interestingly, it appears that all races have similar P3 amplitude in response to different facial stimuli.</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Comparing Responses as a Function of Aggression</h3>
<div class="mediaOnly slideContent" >
<p><img 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" alt="plot of chunk unnamed-chunk-5"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Comparing Responses as a Function of Aggression</h3>
<div class="mediaOnly slideContent" >
<p><img 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" alt="plot of chunk unnamed-chunk-6"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Cairo's Qualities</h3>
<div class="slideContent" >
<p><em>Truthful & Functional</em><br/>
We chose to use color to encode expression so that expressions would appear on the same graph and would be easier to compare to one another. In this case, infrequent neutral stimuli were jittered with frequent happy stimuli for the purposes of the P3 analysis; hence, we were interested if responses appeared to be significantly different in the frequency condition based on expression. </p>
<p><em>Beautiful</em><br/>
We used the built-in ggplot colors to distinguish between the two different expressions because we felt that the red and blue contrast nicely. We greyed fonts to bring out the color of the points, and to complement the palette more closely. We also changed most of the fonts to serif as these are generally easier to read and used more often for scientific audiences. </p>
<p><em>Insightful & Enlightening</em><br/>
We chose to include trend lines because their close proximity is enlightening - it shows that responses to the two different expressions don't differ significantly - furthermore, despite a spike in the middle (which is easier to see is caused by one or two individuals with especially high amplitude alpha), the line is mainly flat, indicating that low aggressives and high aggressives don't exhibit significant differences in alpha amplitude in response to either neutral or happy faces.</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Comparing Responses of Groups</h3>
<div class="mediaOnly slideContent" >
<p><img 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" alt="plot of chunk unnamed-chunk-7"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Comparing Responses of Groups</h3>
<div class="mediaOnly slideContent" >
<p><img 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" alt="plot of chunk unnamed-chunk-8"/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Cairo's Qualities</h3>
<div class="slideContent" >
<p><em>Truthful & Functional</em><br/>
We chose to use color to encode expression so that expressions would appear on the same graph and would be easier to compare to one another. In this case, infrequent neutral stimuli were jittered with frequent happy stimuli for the purposes of the P3 analysis; hence, we were interested if responses appeared to be significantly different in the frequency condition based on expression. </p>
<p><em>Beautiful</em><br/>
We used the built-in ggplot colors to distinguish between the two different expressions because we felt that the red and blue contrast nicely. We greyed fonts to bring out the color of the points, and to complement the palette more closely. We also changed most of the fonts to serif as these are generally easier to read and used more often for scientific audiences. </p>
<p><em>Insightful & Enlightening</em><br/>
We chose to include trend lines because their close proximity is enlightening - it shows that responses to the two different expressions don't differ significantly - furthermore, despite a spike in the middle (which is easier to see is caused by one or two individuals with especially high amplitude alpha), the line is mainly flat, indicating that low aggressives and high aggressives don't exhibit significant differences in alpha amplitude in response to either neutral or happy faces.</p>
</div>
</section>
</div>
</div>
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/**
Head JS The only script in your <HEAD>
Copyright Tero Piirainen (tipiirai)
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