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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>WordPred: Next Word prediction algorithm in collaboration of Swiftkey®</title>
<meta name="apple-mobile-web-app-capable" content="yes" />
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
<!-- web fonts -->
<style type="text/css">
@import url('https://fonts.googleapis.com/css?family=News+Cycle:400,700');
@import url('https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic');
</style>
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.slides>section.future{-webkit-transform:translate3d(100%,0,0) rotateY(-90deg) translate3d(100%,0,0);-moz-transform:translate3d(100%,0,0) rotateY(-90deg) translate3d(100%,0,0);-ms-transform:translate3d(100%,0,0) rotateY(-90deg) translate3d(100%,0,0);transform:translate3d(100%,0,0) rotateY(-90deg) translate3d(100%,0,0)}.reveal .slides>section>section[data-transition=concave].past,.reveal.concave .slides>section>section.past{-webkit-transform:translate3d(0,-80%,0) rotateX(-70deg) translate3d(0,-80%,0);-moz-transform:translate3d(0,-80%,0) rotateX(-70deg) translate3d(0,-80%,0);-ms-transform:translate3d(0,-80%,0) rotateX(-70deg) translate3d(0,-80%,0);transform:translate3d(0,-80%,0) rotateX(-70deg) translate3d(0,-80%,0)}.reveal .slides>section>section[data-transition=concave].future,.reveal.concave .slides>section>section.future{-webkit-transform:translate3d(0,80%,0) rotateX(70deg) translate3d(0,80%,0);-moz-transform:translate3d(0,80%,0) rotateX(70deg) 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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 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</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 {
border-right-color: #267EC8;
}
.reveal .controls div.navigate-right.enabled:hover {
border-left-color: #267EC8;
}
.reveal .controls div.navigate-up.enabled:hover {
border-bottom-color: #267EC8;
}
.reveal .controls div.navigate-down.enabled:hover {
border-top-color: #267EC8;
}
.reveal .progress span {
background: #25679E;
}
.reveal .slides>section,
.reveal .slides>section>section {
padding: 0px 0px;
}
.reveal table {
border-width: 1px;
border-spacing: 2px;
border-style: dotted;
border-color: gray;
border-collapse: collapse;
font-size: 0.7em;
}
.reveal table th {
border-width: 1px;
padding-left: 10px;
padding-right: 25px;
font-weight: bold;
border-style: dotted;
border-color: gray;
}
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<h1>WordPred: Next Word prediction algorithm in collaboration of Swiftkey®</h1><p>Elisa R. M. Antunes<br />11/11/2021</p>
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<h3>Introduction to WordPred</h3>
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<p>WordPred is a web app built as part of the Capstone Project of the Data Science Especialization at Coursera.</p>
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I3hUG+cQY+Effek3miDU6Th65zKy6w7mBuCnUn4cRp2b5N7kf3UT/0Dw9WYA3ag9LEqOebv6JzTOu7r0QNV3A0x0Wu27PHDVMgdZc0nYzjMU8wOLjy9SI+rX0e1X3B6sFWuqOCddoD1lN0zQbb6BxLzHrgPaQ6uaUt+nE5F+RPqPQzCbOeFQ+W+MVJrTllHTu0mhsNIr5oKIHYoDgu/t7HP/Bv8kqw+GRysd08eIiPVZ9cEJDVO+umrwoRD3TbmPbIv5xio2uwBtdze9EOPo1HtEjwGx9q29E1j1jjR9vrRurPeOJnaS30ehk0MPk+p41Llbe+duc1llRbm8hETWKPTS7zZxwrzN9W+MC4AaSqoP2I+Q8EX6vAXbfV5THyczlAZNM4KQTmFQ7dX0n6fnctTzHhhT649KS1fNUrj+cNSOdp9LbRvyjkcFmafHt4vJi97aYl1w1WG5/ICCGtzOIzvkXBDxvT93utfbpKf2OOFLpD3H5sReZyG3bvh7GCtg0faDihM70yDgBMcCMMHqoRnvulTQNZd2JkO4KGQW4hw2NIop/askNceDs8nfXoxNxV4pweD9b4km8feKxWD4+mbMoJTiRek5qd6GroXyTqtn6mdQ2Gjk8OhMnSCdRBMfS7L/QNuYjjUByn7rtNjsvi78W2jlZZa723a9bSuih+vk5P+AevyRbno/79J1U97f7QChUMVIirMl4Dgc+ycmp15wHvdf099apuM6eV3elPNZR72NqEP3lZ73VSf75jeLkNt00+YS0yCYNOZ21xWbQqHN6X5wlGpnv5izBeE8PRif8lJB3Yr2LUerZJ7Yz5vrnuk/4NBUPe/bOs2DL40Z/5RgNKSpO03OaT1t58rm+19jtGmcFigfXp4v5j8CKZwvTw/N0ARa3M4DIcEb+PUO00rZKTvNNWBxzoYOD0czs4i+HYXeoabnp69gzU7tgQqWNg3dvjBInygir8OTtcpMxf8Zw49eocVTC9TOMzyCymz9DVKz8gD1vhR2Xdu+vSVdXqw9ahUPfW0PJHBj1ZG2ki3c0XwTLyM7axPR1oHxs4OhwPveUDGbQ+eCdl8pMrtqYscsMPhcLbs8wPcxR3ydkyb2N7dcdmbfvxnRfe6jKoKegtdmXpAChQO9ReBh4IQ4Qa9hBvALKHH4Din1tzewVdrL7qvhW4A08ua+8HbafeYgNeZ21xWkc9G5l9IWeRcs+ZeNxczLS3xs2bRn2MT2Fvl4rbJsZ+1wDTZfslbPq/N9bZv3qPEz6JLf0GID2pJ4VC/nuMXwgShfVPa+Anz1W1XgH16rqEv13oAwtoeDvU3T3OdoHunY/gn8xJOgUYvkNc7UWtnET0llnUnbEsIFuEDVfzDbMN1Eno6fKEdVqZwmHmHnovQ9GJPi0TvEM6PEzAi7Zz5N63VTt86Hdn54VAZPl12m4vwm+WwvsYv8bMSOUjlJf4z7N4ZPkqWfR7UvXFwSYaQH16GtodDHQKCLwLOF6nI6cvYn6dUbWp6X5yf0tPLY/UOhq7FSjioJ0lo987c5rKKLGPWdcomMr0jlTFBMvI5zot3Q1F4XxJ31iCg29J8Qcg5HObxPscILV8+4TB2O02QsD/INfTlWg9AWDvCodrwrB6Ja7umhH8y76baEGMOCKHT0SrsvBF6nEbk9IA+8OWxI3Gu0ckaDhN2EBV2z0TmA5WeXjCf8PTCO6MCh8PYb/ftC4dum4Z7AzOGQ71zt3b6XRIOlXum7QnupG06JAueSjroRA5SeUqfv9tTF74zXMn4+8/hZch6QMzEfiSU7iXUn3nz5Srh1GPodPQl2Twm+pB6+3pAfVo55qCeRF83GNPunbnNZdXB4TD2M9qecOitn17nYF+SORzq/YRpy5zCYZ7vc4zM+6akcFiYfXquoS/XegDC2hUOQw/mPV0tT9rXsCTdGaZ2Dg+YHoDPpeph65RY2g5G7cDyOAWhdwTZTysn7CAGDbKeI5ccSrTQjjgyvfDOqDPCoa5jhcM2XXQ9TPoPyvG0sj7oZTswtkeO4XDgkBEyZXfwiJCm+gXyvdiDjr4m0zpIHV2WeLNOLpzns1WMDp55mGqRFi9kJf/+cwHDoQ7y5lrBM7L26eQbwAKqDR4OenuPL/+eda1f9DOqTznnflrZueM162nljt3msuqKcKjrWJ/j2N7FbNT+NbfTyu4Xlvj9RFI4zON91uvSV/+iS6n0s35xJPO+KUMoLcA+PbyfTf485FoPQFj7wqEKembnnqqXGda1SrF3JzqGSn+zc2iW3ZOD01txPVb2aWj7Duc0zqM57LvgggvzczpQ6YD0evArJfajdkKch/ZaD+yOTC+8M+qccKifp2ZuAlKBO2MPg35kTT/3p7v6DwpeLyv9WXBXX8x1ay73ob72ndFdFg6Vikfnyn5zerlJ9lXviO2RsE/FJq+b5l6Lpw+CvfuVS0n0lz+c08n289luype1Y+VV6/E2F7bEPIqloOFQLeNgP8in5MAs62akuLtmPWWlwU/pNe+ZGvTwx7RHebn1s3upQxluVHBvQLPvePUfpN2Z21xWXREO9bpZj+dKXDfNuTTA+9yVDAl+oUf3+FrhOXTJjc0Jb9YXxJzCoX6P7PdZtWnC++x8AdDr0vKVXG28JAer3H175n1T8nwLsU/PNfTlWg9AWPvCof7Gah7Me1FqFvo7+syhyD4dfa6m1jvQJV3fdZ9MMzuHJtkzM+4buFoOdVDv9Yj12AProJfbgUrvBMcFzwps2hd6qK/L+8WDB9ROz9+5RaYX3hl1TjjUB+kHlwTPUztT7f6cXpT/qxeTdjc5P0/V2HhBtk3xhqsD1JvmeXPx7ez/RNzsOv/96NpwqN+PkbMPBKeXUynTBqEAFlq3Ztk7J74Xx/3VhufUATPlPraj8agse8Yf7t5VX/Za8DBu89y60CN2GmKeCVjIcBg+qF+sXWxCfcbp2qejz9fKRu/XRmKvUVQH5WdM4EvJqfVxnye1Lei7pCvUtmyesRf0XHbmNpdVl4TDyLo175dZseHL7fXr9Yzaj6ZapKlRfe6OrJIfesNLRwbPIUydivvpSG98e/1yDIf6fX7FvEfNUr8oJnx6v2ATfAEI9tOZ900Z5luAfXp4P5v8eci1HoCwdoZDtfFZD+Y9c8bbgWTsnVFUAPB7O1KXr3inpJKvqSkft816YGq9zP/h/VLmPQbC/MpIxWhZZR6YelNOJz4EO9MOYpg8u+aUCRjX6xbIqIHD3PkMHCz99E448osH0emFd0adFQ5VcLvXukkjdV62TXrS+eF6vezl5lcfIr96EXmuXPnz1iNaVDvPfeIet52TxlfCB0bvQKUfJty3VAYMtoflKK9wqAx5XGZZv+riiwal8Lodk8oXviulXvuUDXR/tF///q39qw32c+Wcx8Woz1iNHwIjD4Ye+jPrF1yufBw8yNihe9isA+XBJc58K2J+kzgnKuiZR0Kpbe6MM90sN3Tog7V/Ojp1RS57X86SeqMqvl8VPBxZfZ5qxz5ktVewLUy1H4Ktgqbfa9qZ21xWXRQO09bt6DJ5fpi3TQ0eJqXlwb4r+GnGyDP7QpdPpORc7RgZ4r8P1r4v9LOauYZDpfzxZUH4srd5Z/kqnNPJoV//sfYZoTukWw/JAj3eEP83orPMt537dMIh0LHaHQ7toOeLfXiwTZ8uUQHA32k6MpwS07/M8UZtcNBubWmQ+ppFMu5F/QiImF8ZifwSQe4HKuX+t6TG2tG2NOyXtVPedB438fqU9bK3IfjJsLjpdVU41H6w4KAV3Fqk4WCtzB//irPsz4+fk/arD3Xzo8EgvZ33rpsmr+tHbaT9aoQrPRzaN8e0Yf3zDYdKxQ+sX3DwpPeijZQ3PrLWLdUopz9eL++Odh8l8vqUFbL5uPX7tyr81fjLrh8YrYLjmG3BI3QatkZPH4cfsXN5Z/hB5KHHyahwukzN96ln1XsT82zL7Kyg57upPoexPVO+8C8UuZKfD6c9Md/6IpDWXpFtIfIA987c5rLqsnCojBgvtda6pRrPyC5/m3rqTXl3WXTftSl9G39qkdSZz3dKGo9v9bbr9H2fI49wqP10Y8I2r5dv3X5pML/pHNln2L3RatiR5eo9e/rH8txTj6rh2ebbvn064RDoWO0PhzFBL/HaGOPe0AXyWvZTbc/KlO3nMv64uv522XhiQ9pNAXkdqLQfTZdtZ6MHJEvLWdl3yL9QPDy9rgyH2pNzPpWLiT/Q77l5RfbOj3m4ryNbO7fImf2HzXVit0I41MFn1MLDobAU/3kaKWM+OBH8lm2SplNSPVEf4PQ4+q7OEilTYcwEpdifglNCj9hpkj32T67d85BM3ZPew9mmGxXigl4OPw1WUf4960HSStbP00h5eeXRrO3VcnGvzI78+kdnbnNZdWU41EZMlPVfXAvtI+M0nayR8QlfFob/ZLUcjoZAS6rxgBzwH62UZzh0t4uT7u8TJ7l5TY6sGp22zxg2/dPQmQSHc9NXLvNt+z6dcAh0rPaHQ+3xNXLcbMyZeyMCL8v60/442U6JBR4YvUQ21Z2Ri9dvmJ1t6sZ1Off5Llk69smEwHOfjN6c74HlUXlt4VY5fP4rs/Ny5nO4RqY9NzLj9BZ413MVIhxqZno5hEPHw2/K/M31curidWm+6S9Li3zVeF4Ob14ib2R6wK/HaefD5+UrP2jevCHXznu/GPHmVmlwphl3YHxLNvk3trR1/Rfldgdr2LOy+OgNM16mLxvDn5ssq3d+Iecag/fWWb+LZ2T32vfk+egBesQc2WtCX+af+xo+a39wkG3aH76GbsRoWVx3Xq7duOlNq1UubZ0YGj93P5QV1nMWk28AC3u2+owZJ/PzLAOx7dXylVw8XS/Vs19NfL5jZ25zWVmf2XaHQy3jNhBnpDz9znrZ8fl5afwqCMF6/S6e3iurpyS3ozHiRZmwdq+cuhLs+1q+umR+XSl5P1EpB736mdb9gRfnSbXet1rL50y/zm3/uHGcLxCV9XLO2h8HT0zIcb5t3KcH+9nMn4dc6wEIFCYcAgAA4I5AOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIDRpnDYr3Sg/MEfdpP/9b//DwAAADqQzlw6e8Vlso6QdzjUC6cXtNtdPaRXnwEAAADoQDpz6ezVWQEx73Co06sdDHv3BQAAQEewA6LOYHHZrNDyDoc6ubqhsAQAAACdQGcvncHislmhEQ4BAABucbd8OHS7OuMXHgAAAIVGOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBBOAQAAIBRVOHwSVlyslVaWxPsGB8zTnEZu6NVto+LH9YeHTVdAABQaITDQJGHQx3gdDsUOsR11HQBAEBHKNbTyo9XyUkdCE9WyWMmNO6Usf7wcTudQHOy8kn1tzXce91l1fc8VnnKGp4pEGWbp/tadHr2sNhp9B0v23VdZ73sOqdk+w5/WqdkyeN+fbuOxQrKGdfJb0ezDMG0to9Lmq63jDHtBwAAuhrh0AlRfgDyg4/b2+WHqJiQ4zMhLOghiwoHukDmeSZPLwhu/nLlEg4t1jKHp2Px5pHLOvl1nPXww7MzPuEQAIDbD+HQDUr+36FQk94bFoQiP+B4oSg6vdB4CSEo0zz9YaFePn+e0dCaYzj0Al+SUMjTr+W8Tv48T3nLHF7ftOkCAIBbGOEwHKKcv72wY8JUXCAKev6cwBg63RwVPY3ryzDPUA9cME64tzFTUIuGw6RlCKSFuHzWyaobDYGEQwAAbieEQ9Mr5gYvFXrGucOCXsKOCocZ5nmbhUN/ubSg3VyEQwAAbieEQxMOg1O50fDjByw7+HghTHFCT+wp2BwkzdO8bi+HP0//tWC5/OBlQlohwmGu6+TX21EVOy/CIQAAtxPCoRV8grCV+HqUVc8PQZnqpEuaZ4bpWb2J2eeZfzh0ePPIe/ox7Zo+XT/khntiAQDArYBwGB/IQqdz/QCkwox9qjUybmj8DHWi4ufpsk/XatFTtnYPprZ9XNtPK5s2CY2feZ3M8sUEVrOsadMlHAIAcOsq1nCYIHxNn88Kh1bdQomfJwAAQFcgHFqSQmBHhsOODZ4AAAD5IRw67NO36T14HRPgMs8TAACgKxAOAQAAYBAOAQAAYBAOAQAAYBAOAQAAYBAOAQAAYBAOAQAAYBAOAQAAYBRZOHzk+4/JyJEj5dvf/rZ861vfAgAAuC3pLKMzjc42cZmn7YooHOrG0w25efNm+ed//mf5l3/5FwAAgNuSzjI60+hsU9iAWEThUKdr3Yj/9m//Jv/xH/8h//mf/wkAAHBb0llGZxqdbXTGics+bVNE4VAn63/913+V//qv/5Lf//738j//8z8AAAC3JZ1ldKbR2UZnnLjs0zZFFA71+XmdsnVjUigUCoVCodzuRWcanW10xonLPm1TZOFQd8PqtE2hUCgUCoVyuxedaXS2IRy2EeGQQqFQKBTKnVQIh+1EOKRQKBQKhXInFcJhOxEOKRQKhUKh3EmFcNhOhEMKhUKhUCh3UiEcthPhkEKhUCgUyp1UCIftRDikUCgUCoVyJxXCYTsRDikUCoVCodxJhXDYTrd7OPz66197/2tfKdR0KBQKhUKhdG0hHLZTW8Jh485qqVx9Sn7p/R2Uv5Sjq9Wwz//S+7sjy6+d5dh8vb2hLtt03HU6mr6yFAqFQqFQbsFCOGyntvUcxofAX36uXtvZLF97f3dsIRxSKBQKhUJJL4TDdmpbOFTll6ekcvUeafSTYPRvL3RV6hCphUJjTOByxvd7I/W4alrX9Wt6fHu6ukSmbUJq8jy/vr7H+tur93lrwnTs4i3r9WbZ7NfLtjyhdU1al0zjUCgUCoVCaWshHLZTm8OhKkFPoRt0gt43P3wFYSvcq5hLOMwWmOLnafcAhgOhNc+vVdAzr6ePFy7uePZp9PC6ZJtv3LpkG4dCoVAoFEpbC+GwndoTDv3gtHlnJNjo8JV2TaIdCHMLh8mBTZdIndD4fnHrmPnoOiqw6nAXzDvbvLIsa9b5xkw/l2WlUCgUCoXSpkI4bKf2hUNVnKATOc2qX0vrBbNDUm7hMHNQCocup+dNTTNOEMzcccKnj8PTSS+ZlzX7fNPXJbdlpVAoFAqF0pZCOGyndofDuF7CrgqHWU/LuvMN99oVIBxmnG9COMy6rBQKhUKhUNpSCIft1CHhsECnlfMJh+Hx44sOZbq+/69b2hcOs883Zl1yWFYKhUKhUChtK4TDduqQcOgFouQbUqLDvb/NdGICVVpx60RDXqhHzglh3inv0HLqwBe+a7jN4TDbfGPXJds4FAqFQqFQ2loIh+3UMeFQFy8AqWDlSDuN6oYud7gKRb+0pxMXqNKLc3pWj58WMq3pejN1wmk0rHp/p0/HLtnCoS7J801el0zjUCgUCoVCaWshHLZTu8MhhUKhUCgUyi1UCIftRDikUCgUCoVyJxXCYTsRDikUCoVCodxJhXDYToRDCoVCoVAod1IhHLYT4ZBCoVAoFMqdVAiH7UQ4pFAoFAqFcicVwmE7EQ4pFAqFQqHcSYVw2E6EQwqFQqFQKHdSIRy2E+GQQqFQKBTKnVQIh+1EOKRQKBQKhXInFcJhO33729+Wf//3fyccUigUCoVCuSOKzjQ62+iME5d92qaIwuHIkSNl27Zt8vvf/95rUgqFQqFQKJTbt+hMo7ONzjhx2adtiigcPvL9x5xkrRvxv//7v520DQAAcDvSWUZnGp1tdMaJyz5tU0ThUNONp9O1bkh9fh4AAOB2pLOMzjSFDYZakYVDAAAAZEI4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgEE4BAAAgFFk4XDQ0OHy0PdGyX0jHpTvPvBQUdLrrttAt0VcGwEAgGJWROFQh6GHHxklU2fOlQ8375ANW3YWJb3uug10WxAQAQBAWBGFQ91bNmXGHCccYYfTFrpN4toKAAAUqyIKh/p06gcfbZPqTduh6LbQbRLXVgAAoFgVUTjU19t9oEMRDN0mcW0FAACKVbGFw4+2wUI4BAAAYUUWDtfXboWFcAgAAMKKLByuq9kKC+EQAACEFVk4XFuzBRbCIQAACCu2cLhxMyyEQwAAEFZk4XDNhs2wEA4BAEBYkYXD1Rs2wUI4BAAAYUUWDld9uAkWwiEAAAgrtnBY/dEdad/BY7Lyg9rYYZkQDgEAQFiRhcOV1bV5uiJ/K/Hlb778UFZ8UBMzThtd/Ac11X+QM+s2qOleVvP9J0nV6f9nmsdRufmNyO/+72FZuuaDvJeHcAgAAMKKLByu+KA2T1fkb1Rk+8Wh6TJh8nsyccp016G/UK/+Wpp3rZDl6zbGjJe/5Rd0OPyV1E2bJVVrPpSqtRtkysx5snjlOlmxviZ2nBUfHJWUCoe/btoucxZV5b0shEMAABBWbOFQh6y8XHbC4Z/VT5M5C5dK5aoPZOnqavVvvXz1W5GvG2tl0bL9cvObf5LUH/+9qqnLN5LaV62C2mGnV8+U3/2J7Fahb4UOcN60g17Jb+TnrXr8v5UD705T87jo9Bz+/NN1slyFxBX1/09+51a0phOZ/l+dcJYtfR2SEQ4BAEBYkYXD5es35umSGw4PTpN5S5bJsnUbvNcPy89VWvvzI7Nl9sJPnP/Lb5qldt5CmTh1urwz7SNpUa/9trVOpsyc6/Q6rr36a5FffyW7Vq03wfG3rQfk7akz1PAj8gs34cm+SVOlcnWDmu83cmXjTFm0/EsnRP7V6ZVq2rVy+WsVSq9vUQF1vVStOSiNvxH5x8vV8pYab8b7i6Rq7YfW8mdGOAQAAGFFFg6XrduYJy8c1k+TuYuXOad6ndedU8DfyNWa2er1PU44/PraJpk0fY4Kc2ul8pzuBfw7OThjrsycv0QWr1in1Ml1FeT+/Og8WeIM/3tn+Iz3FzvDF579O/XaL2Xv25NlySo3HF6qniYLTv/KmdaBKdNVEK2ShcvWyOSZ85zTyEvXHHJCqJ73e3MXqvE+iCx/ZoRDAAAQVmThUIe7/FySv1bRLL18I007lsqEydNlftU+J6D94sgsmT5vsVSurpZP/tg+3xsuOshtcboVU7Lm3fecMKnntXTfn8hvVCTc985UWbzygpqvCocfTJVtOnnqupOmySIVIvX1iPr0tp5P1Vq3B1NPU4dM97W49YhHOAQAAGHFFg71jR55ueiEwz898K6MnTjZOXXrm6CC3bwly2Xpqnr3FPPhWW5vng6HrSoc/qZFVk6YJG+psGfG0/9Xapt/q4bfkPVTZ8oSL/BVOeHwb91wuMILh+unylY9cTWtUF3jUBAO5y1yQmN4eGaEQwAAEFZk4XCpCkT58cJh3RSnZ27h8rVO752mTwXrnjr/1O4v9PWHKhzq19zTyn/tnAqeX7XKjGM4p5D/WupU4NPTceZ13r0hRYfDRV44vKjC4dxT+orDSF0jOK08XYVDfVo5PDwzwiEAAAgrsnDoBLe8+OFwssxasNQJX+l1Drrh8PAsmb3QrbNkVb00/VaN+HWjbK9a7Z4GdsLfN9KyZ60sXukN/8UhFR71cH2NoS5/41xzuHD5l144nCJzF58V/eCcP1MBdcGyNfKx7pX81QU1jfVm3l83fuRcc+i+Fl2+ZIRDAAAQVmTh0A1u+WiQv1LB7E8PTJaZ8yud8JVep15u6HB4aKYKkEGdhcv2y5VfO4nPK7+T69uWyIQp02Ve5UoV9Ozhv5Pmn+sbT/5c9ox/Rw37Us33dyocTlbhcLnM3/3H8o9uRVV+JUdUENRhUPdC7vCfZ/MXnzvhMX35khEOAQBAGOEwK3138FvvTnN6DuPDoaqzfK1Mek8/1qYqqKP+1b2CE6fOlHHvTJGxb0+RcZOmOtcl6tPD/vC3p81yhuthk2fMdf7V89TGO9c1rnDq6/H0MD2dtyZNk/lLVznT0MOmzVnoDJs6e74TGKPLl4RwCAAAwoosHOrgljcVtnSPnA5dscM1NUyHubQ63rg6BGoLlFCdyHA9DV1Hvx6dr/5XD/On49TxpqPDqX5Nj2+mnQPCIQAACCuycKgDFgKEQwAAEFZ04VDfbQwf4RAAAIQVWThcuHwNLIRDAAAQVmThUF/DhwDhEAAAhBVZOJy/bDUshEMAABBWbOGwahUshEMAABBWZOHw/aUrYSEcAgCAsCILh/qXSRAgHAIAgLAiCof3jXhQBaIVsOg2iWsrAABQrIooHD70vVHy+pjxMnfJcii6LXSbxLUVAAAoVkUUDgcNHS7D7hshr735lsxZvKyo6TbQbaHbJK6tAABAsSqicKjpMKR7y/TpVH29XTHS667bgGAIAADSFVk4BAAAQCaEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABiEQwAAABhFFA57dO8u3+mW4K4eclfPftIrZrzC6i9336Xm171v+O+7+kjPtLoZ9Oknd9/dW3rEDWuT6HKlc9uvp3TvkzRMubtvehv26St36WEZpt1+7jy69egfMwwAAOSuyMLh9P2t0toap0WarpyRujVvy8iYcQtHh7AXpPqCmmfdvODvL9XfF2rl5dhx0vXs0UP6jHxbNhzfKTNihucvulzpdXr1LFXtl1Jt9ZlUPmAPU0G12wBvmBr/syq53xqvd69e8p2hi+WoGpZS0y63hxWMDoczZb+ax4Wa12KGAwCA3BRlOGyWc4f3y759ts/kfLMONylp2Dy+gwKMFhfCXpON+u88w+Fz1RfU8tbL7Jjh+cseDnv36SNDFx112mj/TOv13r3lO93ekY+bVfhLqTZMqWWqCIbrZf3OxE+kWQW3Y0tHBuMVFOEQAIDCKMpw2CAbX0kf3rPkTdl8WQ1PHZNFD+iwpE+F9lHjqXDjnH7uFZxS7a3CiB7uvK7cpYb1Tl/WXj17STdTp6eqEw1h3nwip5V79e6TOH3/FK4bDvfLdPt0bcGWK1zfpep8f6WcUAGscdt487oT/kZvlUYVuj/e9LEKgc2ye7I/zgDpfnd3eXHjRbWsp2T1k+7rvXr2lm72cupT5KHT1f5p4r7O+O5y9vbaaICaZ89gXPV6D+fUdSQc6tdCbaEvHeC0MwAAmREOQ8Nf3NDgDffCkj7du3+ZzNx7RVpU8GhpOiSLHunlhI2SP1ogn55pcl53TkufqZPV40eZ6fXqqQPMAHlyzl4509Si6rTKjStHZcVLL0fCoTcfr+ewlz4Nq6Z//9g1UheZ/poJo1Rw7Cszo6fH1bT88QqzXOG28fXo/rJsaFB1Tq6VJ5zX3PD33IcqqKbqZWa5CmgpOzzq0DZKlp9U43jr54TJbhXy9Pu75MSlZknp5Uw1y6UvdsqcPxpijeeGvS83vi/rT+l6KWlu2CJjnHD8oIz58Khc8np7m8/vlHdHWOHQu86xz1PzVFtck2a1TE69xjPy6fyXZYgzD39Zustdvdy/AQAA4VAZID29wDRpd7Mafl4+eMEKbamUtFw+IGsXrpCNNfPkB3d1l3um7ZVGFThaGg7KxmWLZcGyWqm7oIPWdTkwRwexfk44eXzFSSf8tDTsV+MvlrU7T8vVq+fkbKOabmw41H+rYDjjgFxX46VUmNm1Tk1/7cdy6qo+ZauWTS37U2Pfl9X1jWp+Z2W7mu6C8c844xVuuez2sagAOuFj1Ub+qWMnhI2SFTr86WsNe35XFh7118Wt/52+VmDs00e6qXZ+8cPzzvyvn/3EmX/Vxnq5cEONp9Zv42s6IAbhUJ+qvv7FVqlauF62rB4nfdX4Ez5uUuuUksbj+vUVsqGuQZrPnZMvVX0nHDrXOc6S/fpU9+XPZYtuw4XrZOeZ6854Rxa7p7eD0/Otqn2s9QQAoGgVZTi8INXPW6cbtdIR8vLSI04gC0KaF9pav5Blj3jT6d1bhZufykeXVeg4tly+X9pXevR0db/7IRWMVIC7vFV+pq/D6ztZdutwcr5WfmKuwesnD8w56Fx/FxsOe+vw5E6/9fIOGWtdu9f7kSo51tIsDZsnWqHGu+aw4Mvlvx6hwmC/GftVsGuUbePU304Ic282Obn6R2o5+sj3VfD0TyE7PXPO9YbuqWan1/KJNXJa1W8+tDB080/JI0vlqAqRqaOVcr8VDlsbd8kEbznt8a+r5TTj96mQlza4Ic8Jh3o91XK2tl6Ump9Yn6GKSbKjsUWa9r0vw7zXXq7RvcWEQwAAXEUZDjNoOiGrnZ6raI+eNx0dhl7cKA2q7oU9VTJ37vshbm9eg2x8SdVzrsOL3oShT8O+IZuTeg719J9eL+f09DPcWJEWDgu+XMG8wvpL92FBGNRt2mfGARUW/d7YfnL38xucHrxjSx8OnXLWPY16uR9xwqMXLq1p9+xRIpM+0T23+m5oKxxay6PHv2fRsZjx1Xy9kOq22wDp8dNNcln9ff34JnnvlRFSendv6d6Law4BAMisKMNhzN3Ku2qlasqb8vBQv36GcOj0SOnpJEnJ/um63gH1/2iI0SHMuwYvKRxO3eeccs3UkxUbDgu6XPawsJ49npW151S9Q/Ol/13d3dPMjTtkrDe8R3cVMq+2SqpurvTrNlwWHVN1vcfbBMsdfRyOPUwHzeRwGD++Cod3uXdMB6F6lEzb1eBde6ncaJILX+yUVZNelMFmPAAAEMY1hwkSwqE5XZnlNKSpF9PDdddw97q8uHCoTyvHTr+/dNd33noPmU4LhwVfLntYhAqio7c0qkC4TUZ3e0O2NLZK8+6poeFuYNTD35N9qVY5V/2yM0yfFk4Kh/r9yRYOE8d3rn10lyXa41p+/+syed02OXbWvzElckoaAABYCIcJEsKhfv1nW+SqChj241z0cvZwHrni/4KICltePfv0rXtHcYbTyvrvZ9bLWTVeKOSoUNet2x/JunMt0nRwqXwvGg4Lvlz++HFUEJuoH1lzTta+tUpOtqZUIPXvMlbMdYknZfkMfQrbCqJ9/GsSG2WrHU7V63eZG4IOy/sV8eEweNZieHwdlv1rH3W7uY+6Sf81l54VT8iCej2P4LE6AADARjhMkBQOdZD6mXvDSPNBmfOwvulDBZu79SNRHpTZB5sl1XxEFo/S9SbKjuuq3pc18nJpX+nuPZvvfhWcnBtfYsOhNX19A4lzY4n7TMI+L9XIBS/8BD1odTLLe45hYZfLbouoAdK9vwpuqVY5dPiIWoZoL6Aafq8Oaik5/rkKgs175F1r/J5PeTekHHxfHtQ3zPTw1m9klXtDyher5An7hpTI8vR8bJkcV/XM+M5zKAfIi9XnnNPxTqju3UdeWn9KmlrOyOqn+jhtcbdXb8x2ff2ldcOMmjePsgEAwEc4TJAcDrWRs+vcIHXjguxZ9b7Mrdwgn55uVOEkJedqRptfWPHr3bhQJ9VL3pfKTcflqndqMykc2uOlLh1yxpu7eq80tKg6TQdkhg5iffrJo04PXLOc2LJM5o9/tsDL5dZL0rPHY7L8hFffPPMwfbh+DE36T+YNkVc3uEHu+pmdsmru+7Lkw3p3/WIeZZO+PP74Kbl6yh1/9d7g2kLT4/pytZzTYfPqKdlTvVTmzl0qH3561lnv6/tnR66B5G5lAABcRRQOtdl1OkDkEg61zD9rN3Lieqk/+5UXSlLSfO2s7F0YPGDZNUQem1QrRy+7D3tONV+WozUrZUfoYdPx8wlNXz8k+litTPAfqaM9MkN2nfceIn1+gzwfN167lisz/xEwodPflp/U6l9Fid4V7RsuP174iZzw5u+u31aZ/qx1errvPDmgh8Uujx5/v5z1HuLd0qTWcX61HIosz5A3Vqm2CK41dNdzsjxmPSKIR9kAAGArsnAIAACATAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHAAAAMAiHBfHY40/Gvp6vbNMp1HxwZymmz0VnbWsAULyKKhyOl+2trXKyMnJQeLxKTrbulLH2azl7UpacjJlm3rJNp1Dz6Si6bU/Jksfjht0KbvXla6tb/XNRSJ21rQFAsSvCcNgaDQmEwwIgHHaNYgo6nbWtAUCxK7pwqAJC5U5p3TE+eD0tHLoHj1YnSConq+QxM8wWqWemmTz+Y5WnrL+9ejveT5iOL//5xHLW06qvbB/nD/faZpxdJy5EZxlf1R+7Qw2LrIOz3uo159/INNq8PiFxy2+/p9FwmGVeGdfVWx8zLNJOea9HpvqZ3pfIeDm1ox6mxtfbQGhaYW1eP6fd7OkrernGRf7OZVoh+a9r27Y1AEBxhsPH9YHCOuCFwqF/EAkOGk7YyXLQCnohon9HD1J6GbygoecbOXgl92bEzyf35bTm673m1Dfr7Q63A1V4ermM77WpEwTsYOYuqz2uww8SVtBJbrds0pffDTgxy5d1XlnWNbp+ob/zXY/clsWeX/h9iY6fbXru8OTlUXJYv8TPnR+q/eHOuNbf7XrP811X633Ma1sDgGJXlOFQ/V8fLEIHLO/gZ/8/NF5MuHFEDjTRA6tVx4yv66h564NqMM1sB6zI8LyXM0ZoW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</div>
</div>
</section>
<section data-transition="fade" data-transition-speed="default">
<h3>How WordPred works</h3>
<div class="slideContent">
<p><small> After the user inputs a phrase and press the “Predict” buttom, three words are returned as possible next words. </small></p>
<p><small> To return these predictions the phrase submitted by the user is parsed and searched in WordPred's database. </small> </p>
<p><small>If a match is found, the three most frequent last words are returned. If no match is found, three of the most frequent words are returned</small></p>
<div align="center">
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AAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD4aooq/ofh/VfE2oLY6Npd9q98ylxbafbPPJtHU7UBOB610GJQoqS4t5bS4lgnieGeJikkcilWRgcEEHoQe1ad14P8QWOhW+t3Wg6pa6LcbfI1KeyljtpdwJXZIVCtkA4we1K+lx9bGRRVvSdH1DX9Rh0/S7C61S/mJEVpYwPNK+AWO1EBJwATwOgqK+sbnTbye0vLeW0u4HMcsE6FHjcHBVlPIIPY0wIaKKKACiinwQS3VxFBBFJPPK6xxxRIXd2JwFVRySSQABQIZRWvN4P1+38QJoMug6pHrrkBdLaylF0SV3AeVt3/AHeenTmtn/hTPxD/AOhA8Vf+CO6/+N0DOPorT17wvrXhW4SDW9H1DRp3G5YtQtZLd2HqFcA1mUAFFFFABRRU9hp93q19BZWNrPfXlw4jhtrWJpZZGPRVVQST7AUCIKKs6ppd7omoT2Oo2dxp97A22W2uomiljb0ZWAIP1qtRvqhhRU9hp93q19BZWNrPfXlw4jhtrWJpZZGPRVVQST7AVNrGiaj4d1CSw1bT7rS76PHmWt7A0MqZAIyjAEZBB5HegClRWjofhvWPE9xLBo2k3+rzQxmaWOwtZJ2jjBALsEB2ryOTxzWdQAUUUUAFFFJmgBaKK0ofDGs3Ghz63Fo+oSaLA/lS6ktpIbZH4G0y42g/MvGc8igDNoqexsbrVL2CzsbWe9vLhxHDbW0TSSSMeiqqgkk+gFWdc8O6t4XvvsWs6Xe6Pe7Q/wBm1C2eCXaeh2uAcH6UAZ9FaVj4Z1nUtJvNVs9H1C60qzO25v4bWR7eA8cPIBtU8jqe4rNoAKKKKACiitDSfDer+II72TS9Jv8AUorKLz7qSztZJVt48E75CoIRflPJwODQBn0UVseHvBfiLxcJzoPh7VtcFvtEx0ywluRHnONxRTjOD19KBGPRXYN8GviCqkt4B8VKB1J0S6AH/kOuTurWaxuJbe5hkt54mKSRSqVZGHUEHkGlcZHRRRTAKKKKACitHSvDer69b30+maTf6jb2MfnXc1paySpbpgndIyghBhW5bHQ0kHhzV7rRLnWYdKvpdGtpBDNqKWrm2jkO3CNLjaG+ZeCc/MPWgDPooooAKKTNaOpeHNX0WzsLvUdKvtPtdQj86zmvLV4UuY8A74ywAdcMvIyOR60AZ9FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV6N+zr4v/wCEH+NfhHVGcpB9tW2mwcDy5sxMT7APn8K85pVZo2DIxRlOQy8EH1q4S5ZJsiUeaLR61+0Z4DuNN/aK8RaDYxHzdU1JHtV7M1yVYY9t0hH4V9UfE06f4u8E/ET4R6cis3g7QbC4slQfM0kSF3A/4CIl/wCBmsr/AIRuH4pfGz4N/ESQL9in8PPqd8x+6stqB19xJOn/AHxXjnwD+Kv9oftYzazdtmz8UXV1ZSCQ9EmJMS/99LEtc6g3BYfr733x0j+KZs5rm+sdPd/HWX4B+xPZwaZ4y8WeNLwA2XhfQ5rgkjo75xj32RyD8a858A/CXxl8fNf1a80e1hZBM1xf6pfS+Tawu5Lnc+CSec4UEgcnAr2jXvDp+Bv7OfxJs+YLzxB4ok0i2P8AE1rC2PyKpL/31WZ4suJfDf7DPguDSXaGDWdXmOpSRHHmkPMQrY6jMaf98Cm5KS9qtkopestf1/AOXlfs+7k36R0/R/ecN4x/ZY8ZeEvCs/iO3utF8U6PbZNzc+HL43QgA6lgUU4HfAOOpwKyPhf+z54s+MGganq3h3+z5IrC6itZILmdo5CXwd4+QrsUHcSWBwDgHgV3/wCwrq17D8am0mN2fTNS064W9tzzGyqAVZh04Jxn/bI710Pw5uv+EX/Zv+PI05jHFHqYtIijdI3ZYuv+61E5OnfrpdfelYUP3klFfzW+9XPIPFn7P/iTwz4k0DQbK80fxZqut7/skPh28NyPkOG3syoFA5yTwNpyeK9E8N/sheNvDfi7RbttQ8Oale6df2l1d6Rp2pGS9hiEyMzNGyKMAAngnPbNTfsN28cPi3xtqsSh9WsPD8zWS4ydxYZI98qg/wCBV4t8O/E2raZ8UPD+s2lzPJqzarC/mBzvmZ5QGBOed+4g567jW1O/tIwvrv8Ae2l+WplNrklLotPwTf56H014o/5SI6Z/18Qf+kFcF8c/2gviL4b+L/i3S9M8W6hZ6fa6hJFBbxsu2NQeAOOld74o/wCUiOmf9fEH/pBWX8Yv2g/Dvhv4peJ9LuvhD4M1q4tb6SJ9QvrCN5pyD99yUJJP1rkp/DT/AO3v/bTsq/HL0h+TL/g/xpq/xz/ZX+I8njojVDoQ87TdWmiVH85Y9wQMAMsDgE9SJMGvGPAv7MXjD4heDNP8U6Zc6NBo91PNC899dvCLRYtwaWY+WQqZXA2lj8w4xkh3xQ/aY8S/Erw3F4ajsdL8M+GI2DDS9FtzFG+DlQ/JyAecAKM8kcCu51bVJ7H9gzw9bwuyR3niGWKYA/eUSTPg/wDAlU/hWstHKaVtvzSv+P8AwTCKuowv3/Ju34Hm8n7PHi24+JCeCdHOm+JNVNul3Jc6TdeZaRQt0d5WVcDBHbJyMA5rpNa/Y98cabpOo3thqHh3xPLp4JurHQdRM9zDgZO5GjXkYPygknsDXov7LtrpNj+zf8TdSvdcfwq11eJZXOtwWz3EtvDsjC4RPm5MrjI6bs9qyPhPD8H/AIRePNM8T2fxqnmNoxEtsfDl3EtxGwIaNjg8HOeh5AParekuS/Tf1128hL4ee3y9PPz/AAPn3wV4H134ieJbbQPD2nyajqlxkiJSFVFH3ndjwqjuT6gdSBX0X8Kv2VfF/gn4reF9WfUvD2tppWqwPqFro2oma4s13ctIjIuAPbJ/Cui+GOq6It3+0f4u8E3ImIsfO024iheNo0kSaR2UMAw+cdMD7g9q+f8A9nHXtR0P46eDZtPkl8641KK1lVGx5kUjBZA3qNpJ59M1dJydSCtZ+6/m9l/mZ1or2c29Vqvklv8AjodR8WvAepfE79rDxH4Z0iS1h1DUNSkWKS8dkiXbFvJYqrEcKegPJFeT+NvCV54D8War4e1CSCa902dreaS2ZmjZh1KlgCR9QK7b9p7/AJL942/6/wA/+grXl9cmH/g07dl+h0Vf4k/X/M9E/Z1/5Lt4E/7C0H/oVfUH7V/gPTfjNouveIvDkW7xX4LuGstVtFGZJrYDcGx3wDuB9N45IFfL/wCzr/yXbwJ/2FoP/Qq9X1z4w3HwZ/a+8Waqd02j3N+bbU7UciWAhckDuy/eH0I6E1vNc/JC9via9Vyfhq0/U54vlnOVr/Df097/AIch/YX/AOR28Z/9i5P/AOjErxL4c/DPxH8WPES6L4Z08314E8yV2YJFBHnG+Rz0H5k9ga+2fhz8Hbb4dfGHxXrmgbJ/BviLw1PeabNDzHHueNmiB9BkFf8AZIHY15r+zXa6RZ/sufEa+v8AX38JLeamtld63Bavcyww7IQq7E+bBMrr7byaL3vK2qitPPmkrfey1HXlT0ct/Lljqeba7+yD430nRdQ1Gwv/AA94p/s/P2u08P6ibi4gwCTuRkXkY+6Mn0Fcl8Lfgjrvxgs9bk8P3mlteaVD576ZcTSJdTpg8xKIyrcjbyw5IzjIr2L4Q/8ACn/g7480/wATWnxpnuBb7kmtD4du4luI2UgoxweOh6HlRXn2n+MLjSf2mpNX+GBbUvtmsMdPt0R4kuY5Wy0TKwBVMFgcj5QM9s043lNQ7rts/wCv1CXuxcu34r+v0OY+FfwX8RfF3UtUtdINnYQaVAbi+v8AVZXht7dRn5WZUYhjhjjHRTnFe7fs3/Be31H4S/EnUX1jwrPeapp7WVjeS3J36eqvPG7zFo90EcmFYd2UDIGMV3f7YVvc+B/hXdweDdNtLHSNa1V5PE11YSbnFwwUhHx0Vj16dFGBu58b/Zt/5In8ev8AsD2/8rmo5ualVfaP+V/lrp5eppypSj5v8L2Xz6v7jwrxPoL+F/EF/pL3tnqL2cphN1p8vm28uP4kfA3L74r6G/Zfm/4TP4QfFv4fuBJLPp/9q2cZ7youCR/wJIK+Zq9k/ZF8Wr4T+PHh4yuqWupl9Mm3dCJVwg/7+COtFFzi6fVq3z6fjYylJQkqi6O/y6/gaP7G2hwXHxam8SXwxpnhbTLjVZpG+6rBCi5/Bnb/AIBXQftWXI+I3gP4afE6NE87VLFtPv2jGFE8bE4x/ved+VbN74ZPwN+BvxhlZPIu9c8QN4fssnlraNicj2KNL+QrC+G0b/Er9knxx4ViT7Rqvh3UIdUso+4SQgED8pv++qzb9rHmj9lRf37/AISX3GqXs5NP7Ta+7Rf+TJ/eP16YfDv9iHQtPwIr3xjqr3sw6Ewo2Qfyjh/76rkPC37J/jbxF4bs9cvrrQfCVhe7Taf8JJqBtZJwwypVVRiM9g2D7V6L8flsG+OHwn+HDbJtH8PR6Zp88R+6TJLGJAfrGI/zNcV+2prWoal8ftbtLyST7Lp8UEFnCzfKkZhRztHbLMxqm025r7TdvSNl+On4kxi+VRfRJv1lqcB8Vfg74o+DepxWfiOyWNJ1L215bv5lvcAYyUf2yOCAeRxyK9DX9jHxyotZbvVvC+m2V1bwzQ3l9qMkUUryZIhXMWTIAASMY+YYJ5rori7m8S/sFyTaszXEmka4INNllOWWPKjapPUASSDHYDHam/tuatNNqHw700s32eDw9FcKueNznaTj1xGKTbi3HfVL5OPMKPvars390lE808A/s6+L/iRqGtx6T/Z0OmaPPJb3euX10YrEOh5CybSW45yFwARnGRX0B8Fvgrr/AMJ/BPxauNSn03U9M1LwxJ9k1TR7r7RbTMsc+5Q2AcjI6gdeM81xfxSkfQf2M/hfYaY7JYaldyz3xjyBLNmRtreuGJ6/3B6Co/2Stbvz4D+MmkeZI+ljw5NdeWW+SOXy5FyB2LL19dg9KU72qQX2U16+7r6eRdJrmpT6Safp72n/AAT5pr6n/ZM1i88P/BX416lp1w9pf2lhHNBPH96N1inKsPcGvlivq79j3WIfD/wh+MmpXGnW2rwWlnFM9heIHhuFWKYmNwQQVPQ/WtZfwqnp+qMP+XlP1/zPI4f2pvipZyrMPG2oEoc4kEbr+IKkH8a9W/bAsx4l8H/CrxZfWMWm+LtcsAt9Fs8sudkTAsOo2s568gNjtXNwftWaLpsyXWl/BnwJp9/Ed0NzHpyBo29RtVT+RFebeP8A4teI/jF42s9Z8R3SSzI8cUFvAmyGBN4O1Fycc9yST3NKMfaShC3Va/13KcuRSnfo/wCvkeh3n7FPjnS7yaDUdZ8K6YqkLBNealJEt22wMwhBi3NtBwcgc5xnFcf8Nv2dfF3xQ0m81mwOm6T4etnZG1rWro21q7KcHYQrMQD/ABbcds54rv8A9vTUp7z41RWruxhtNKgWNCeBuLsSB75/SvTfjN4b8D3Hwm+FegeIPH8vgnS4dIjuYLOHSprxLtzHHmRjHxlST15/eE96yhJyg5+dvz1/DYt2UlDyv+Wn47nzf8T/ANnzxZ8KdLtNW1EWGq6HdELFq+jXP2i1LHOF3FVI6dSMHsTUXwr+Afi34vWl9qGkR2Wn6LZErcaxq9x9ntUYAEruCsSQDk4XA7kZFe0eHfEvwl8A/B/x74Qh+J7+KU1q0aSysZtEurcQ3SoxVlJUgFmEfJwBsBrM+Mkkmhfsi/CPTdMYx6ZqBkub3yzhZJ+Ww3r8zv8AivtTlLlTe+1vn/l+OgJczS23v8v87/mdn8Ifgzr/AMJvhr8YZNUm07UdP1Lw7us9T0i6+0Ws+2O43hWwDkbh1A68Zrwrw9pfjub9m/xRf2WsWEHgCHVo477THUfaZrk+RtdT5RO0Zi/5aD7p49fQP2Vdbv5PhT8atJaWR9Mj0FrlYycrHK0cykgdiwUZ/wBwVW8F/wDJi/j/AP7GSH/20q5XvNv+WP8A6Vb+vkxx+FLzl/6Sv6/A85+F/wCz74v+LGmXWrabHY6XoNqWWTWNaufs1ruHVQwVmOO5C4HQnNX/ABx+zN4v8C2el6jcXOi6noeoXEdsut6ZfGayhZ2CgyOVBVc/xbSPx4r0D9oiabQ/2dfglothmHSLrTTe3CxnCyXHlxMSw7ndLIfqTXjnhvxR46j+H/iHQNFGoXHhGRln1WOGx86CI8FWeTYfK+4P4lzt9qJXUpJfZdvWzs79vL5EpaRb+0vuvtbufQfx6+BsGkfArwCbHWPCVodE06e4vGguwh1WUrFue3wn79jt6nB5WvH/AIz6b460/wAD/DW48X6xYajpFxpPmaHb2agNaW3lwnZIREmW2mMdX+6efXsv2iv+SC/Aj/sES/8AoMNdn8RtNtNYX9lSyvwrWc9nZpKj/dZT9k+U+x6fjVQi5Nq+87f+lahKXLTUv7l/xR5V4b/ZJ8b654fstY1G70Hwja3237JH4j1A20s4IyCEVGxnPRsH2rifip8IfE/wc1ZLDxJYrD5yGS3uoH8yC4UdSj+3GQQCMjI5Fd3+2TrWoap+0B4it72SRobHybe1iY/LHF5SN8o9yzN+Ndbrl3N4m/YN0+61ZmuLjS9cNvp80pywiBZdoJ6gBmXHoo9Kw57w9ovLTybS+/VfiXyqM1Tfn96Tf3aHNTfsa+PLS5H22+8O6bpn2WK5OsX+oNBZgyZ2xBmj3F8DJwuBkc1xvxa+A/ir4MvYvrsdpc2F8M22o6bMZraUgZKhiqkHBB5AyOmcGvXP269VupPEfgfTWmY2UOgxXCQ5+USO7KzY9cIo/CqniaZ7z9hHwi87tK0HiKWOIsclVzc8D2q5N+810dvlzWFGOsU+qv8A+S8x810UUVZAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB9GeAf2ntM8I/s76n4Insb+TxJ5F3Z6ffRIhhihnILBnLhgQS3AU9Fr5/0XVp9B1mw1O1bZdWVxHcxN6OjBlP5gVTopp2n7Trp+Are5ydNfxPff2pf2iNI+N6+HrbQLG+0+wsPOmuI72ONC88hXJAR2yAAeTg/MeKzPhD8d9I8O+CNQ8BeO9Cl8R+DLuX7RGtrIEubSTqWjJIzyAfvDBz1yRXitFRGKinHoym3Jp9j6K0/wCPHw7+Eeg6tH8KfDWsR+ItUha2k1zxFLGZbeMnOI1jZh7/AMPIBO7GK4zwX8WNJ8O/Afx54Lu4L6XV9fuYJ7eaNEMCBGjLb2LhgTsPRT2ryiijlve/X9NRxk4uLXR3+Z2vwf8AipqXwc8c2niPTYkuTGrQ3FrIdq3ELY3IT26Ag9iBwelewaf8XPgP4f8AF0XjHS/AviH+30lW4i0+4mi/s+2mJy0iASZJGSVBG3IGAvBHzVRV32fVEW0a6M981j4+eHtR/aqtPiZHZ6mugwyRubdoo/tR223lHC+Zt+9z97p+VeX/ABa8W2fjz4leI/EOnxzw2WpXj3EUdyoWRVJ4DAEgH6E1ydFZqCja3S/42/yNJTcrt9bfhsFer6t8VtIvv2b9C+H0dvejWbHV5NQlnaNBbmNjLgK2/cW/eDqoHB5ryiiqaurf1vchOzv/AFtb9T1T4GfHD/hVEur6bqmkx+IfCeuRCDUtMkbaWAyN6HpuAY8d+ORgEd74c+LnwQ+F+ry+JfB/g3xJf+JIw32GPXZ4xa2jMCCVKuzHAJ5YE+4zmvm6im9deuwlpp0PWPhr+0RrPgX4m6v4svraPWotcMiatp8h2pcRu2SF6gbe2QRjI716J4R+MXwI+HPjCDxR4d8F+JX1XzRtjv5YmgsUbiRoF80lm2kgb/XqtfMdFJJRtbpp8uw3re/X8+56p4g8feC/Gf7QV/4r8Q6XqV94Nvbx55tPQ+XdOhiKqPklXBD7Tw/QfhXC+NrrQ77xZqs/hmzn0/QJJ2aytbli0kUXZWJZuf8AgR+tYtFTGKioxWyVinJybb6nV/CnxVZ+BfiV4a8Q6hHPLZaZfR3M0dsoaRlU5IUEgZ+pFT/GLxlZfEL4neIvEenRXENjqN0Zoo7pVWRVwBhgpIB47E1xtFU1dp9r/jb/ACRC0v52/C/+Z9N/s/ftb2vw3+HmpeEvFFtqOo2qo66ZNZIjtEHB3RvvdflBORjPUj0rzv4G/HBPhbHrOi61o6+IvCGuII9Q01n2twMb0P8AewenGcDkYBryiim7OTk+qs/MNkkujuj6R8N/GD4KfCrU5/Efgrwd4iv/ABOqsLIa/NH9mtCwwSux2J4OOQWxkbhmue+Enxy0PwFqvi7xvq9lfax8R9SEv9my+TH9itWk5Z2Jk3ZJOMBeFXAPzHHh9FTbfXpb5FX/ADue2/BX9oCDwnP4q0rx1BeeI/CviZJH1CCHa832hv8Alqu5lGT35B4Uj7uKT4J/Fzwf8N5PHuhazYavqnhHxNb/AGQS26xJeJGpkCEqX2hishzhjggda8Top2X4W+X/AAOgXf43+Zr+Lm0JvEl8fDK366EX/wBEXU9n2gJgcPsJXOc9PaqWk6lPouq2WoWrbLm0nS4ib0dGDKfzAqrRVRbhZroTK0r36n0F+1F+0Zo3xs0/w/YeHrC/060s5Jrq7S9jjTzJ3CgFdjtkAb+Tj71c7+zH8aNP+CvjW/v9atry90W/sWtbi2s0R3LblZGw7KDjDDr/ABGvH6KmCUL26/qOXvJJ9P8Ah/zOu+Jfj6bx18TNc8VwmW3e8vmubfdgSRICBEDg8MFVeh6ivYtc+Onwv+MWn6bd/E7wxrkfimziW3k1Tw3JEBdov99XZQMkngAkZ4IHFfN9FJRSiodFsNtuTl1Z7D8aPjpYeN/C+k+CfCGhf8Ix4H0li8Fo8m+aeTB/eSHJ5+ZjjLEliSx4xW/aH+LGkfFrWvDd3o9ve28Wm6NDp0wvo0RmkRnJK7Xb5fmHXB9q8noo5fzv89v1HzPp2t8rp/oe3fCz46eH9P8Ah7c/D34h6Dca/wCEmmNzay2DhbqylJJJTJUEZJP3h95gdwOK7Xw7+0F8J/h74F8WeFvCXhjxBbRa1ps0DanfGKS5nuGjZE8zEmFjUN/Dnqfl6k/LlFOS5r367+YoycGmujugr2H4P/GLRfh98L/iT4c1G2v5r/xLZi3tJLWNGijby5FzIWcEDLjoD0NePUU3rFx6PQnqpdtQqaymW3vLeV87I5Fc7Rk4BB4qGiqjJxakugpJSTTPUv2kPilpXxg+JkviLRre8trJrSGAR3yIkm5AQThWYY59a6nwr8ePCHiT4b6b4J+KXh2+1ez0cFdL1fR5FW7t0xgJhmUEAYHXBAXKkjNeCUVnGKjFw6b/AKl3d1Lqv+GPfPEnx08GeFfhrqfgr4W+HdQ0yDWcDVNY1uRGu5lxgoArMBkZHUAAthcnNU/hn8dPDtv8OZPh58RtBute8LpM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Swkl3Q1VvbFPITEMRhncopTnAACQ74ABgBwNHP6IGpvsdIPgdjDKD8JwMAv99KtbQNMH9MhAACAAIfIQABkKMloMhilvRKbHO+0YAkgPEMJYlJxL7gqAIU5KeeSAAe/xFDhGBBCZjD5zr0SBsZxZeDqE/dwQdOCITqrjfNLsYAkAdKYtjwAKczz+/4MS0q3oKmJrDP54fsNQ4YACAHwA4JVAQCE+R3j0Mh/CGAQwCJ+GAAIBZBKgASKgt5ymRCFVyKTMGEAAQoUNCAHCDKIO9DgDqx4HnAXgSuCLLEVUZOEAAFQCgu5+L+RACCJvgRAXA0QKgg3CTDhAAECDrn/NG/SbDnwDEJIIapoEkgiRVLzgn8YYhZi0iH/MFUnXFvAABABBgBAEgrgwPS2pgJHmY0EMY/AABAUCgIH0V8qkomKRBIRZBaMAAEBwAAQJQABACAimeAACA0BoACRTqRgayFymgUENV/DQFBrEK9HFLhvMmbpggAigZUIABGBPyAAQQXcAUxBAkhnhjIO6cYZqg4AIILucMgEBDdowauNzWwFJAABADhVwDgAMA5VcB5JL0Zr3g4ABADhVzpAw5USWUKEIbI2EP6UsMWEOABzfEFnF1SkgAgACAUAAIELxgXRwgQEjv3LVYArghgDF6YAAgbgACAYAH92RME8hOkxLioPgAAQBwGEjkVchDL+E2uoX1D+8BgpwWWZVEHfzApTO3jAAQBACuAEQxRwFROvS9Oitx8AMgMAArSNgNi+2R3FQLABaYfaIMpWEdyXrUjdABggByYGgxipsoEWkDwC5U3ggAIYbsIQAGYIQAAIBgAFIuABwZgj33CEb0J9+4AJlB2bYo+KI+boY9AEOg6cQSAJEaK6yB8QAAIBIAZNwAWEUdyo9Nffd80A+YRuCTR1pzcKP2ngOCN8gYavKAquC9XQaWB/wABsUAAQFHhJQG4nTMAPQYrCe9gACCiBYDjq745kv1c7iRw/AABACAAEAMMRHTIlONELbklsesPAGAAIDgASFjQpBWT9EYSWgLIZ6wAL3XAMFASK5xU+qNYhXuAAMDgB5E62bdBaWQ6AdjSmfB++yMERYhw4jCfmAAIAIAPjycsSFBVcqpFDX4AAIFYiwGB2zBZzWZBXCVrh/9AAGwsgALAv6iZ1h9fLzk/eAACAKAIAOgPyY+ifhPCFsGH74CABOpQgAkxgJYAkwPOEalemKfgJHDFPrAEwWnBJ//cAh3OJ5uLRqeKXwgAYIiracLf/lC4KgagDUEi3whHG/2AkUFZiaw9JyLW//uBmO5nRZaJpKuBhG3/qLOHa93AY6OxQRse/8gBlYBIbpdosr0T4ABgAIAFEQk8CcIy9RFMohfApvoAHQAC6HO3RRLbOHCA0A4ASC4W70QFc/lMRQeAAGTvAABARAAECUAAQCxzdmTgugiVn3gcy8Wr3iAYCKAAEA9ZUAAQCv1IItwQ9oWwycBgCtFwoA4GGMEAqpdkFMTN4AAIEQIUA0P14J88DYNorNPF3gQAAgBkuDJtWACOqDMY6CD//vAACAwASkH7eYG7/kBneHV2JBkxKmGAAHgABARAAcBtMDwgADQEHthAAFQVAIAmEcL+IHabvelGAUoG5C70TMbhihfaAEcAdoPjSb4zFHHI/+IAAOgACA6AFXAPOiERsjesWr/9garAB9oFAys6p/zAA2AyAZO8CApFJX/4QAAIA4ACBNznSKB6UY6H4GAA5RbQkAAQF8bCgGQbRg8TvwfuCAOT/CiwMjynXjPax4ADAwgCs99NBIjmD2xkDgda0zuX7+r0AAIAHAAEBzXGgFgLbA5j1mcGJ+/wZRgABATOEFSvlgAOnFZ+agMPgIFEgIZUQ5DW5+ULvsaRUCAIHfAQAgR07ZX2ie0iWEthiQAAtXbgFDt0KT9+DAywABAIyLgAcARNiuz6AsOaQ7GHhbm4DqgAkyyvALGM4Iuw+E8AAQAZ04AgF7RlQQ2BlAEtZPw+AIAAtgkhT6QBQUNlRSNoonESFKwiY94QMKFUWNDwXUAR32g7ZgQfDMAHAFX5QHTzgBOYrLxMGsP2DgAAgX45ggA2EQ/LE1yBtEXxgAHwABATDL+cA+oq2jOgIxp8QdMBkfoAAgh1AAEAiDoFtgXuCUAAQLiAG1Gm1oHb7hSWYXNywABAHACyfgABR45yoABEhAANHgMXgAfSsUQJ2kxXy7A0P3AAIDtAGWsQALynRZy1AIzN94Ak4AAgcDSOiC9wASP5xIhC/4wqCyvoHNmic1jrXgGA1AmubswBEWLub6GbqEAAIGgAAgIdwQAAgegACBCl2DIBgcidCBhrzlJ++swAYCbeFjggrvsffciAgEV5yCYESXqKyrQhhs5xqkHa7IMVhgEVgDJnA02SYkj/f4A8ALCd5YNLVQifcMGcAB7ZaBQcJJ4I4+IFwBnv454GJI5QN7WCYNYDf/gNGAAEDdqmqAKAavOJRaNI0cGDhwVRXx1kIpUa6uKwnf+4IMeAGT/4ByMAnww2maNHvoDEH48u8DAwi25ROTA/gAAgHAACA60QHWMQOiF14ljQAXw7gCt6AHlAAEA54CRIvhaPwAWg1XvfsAAQAgwAf1NsEAm1ifWrJIPaZ4AQHYAZSSDAERSlWc+Cgi+AhyQABAGPGUSTCIAGz2c9cAMPMiAzqgxiFidpSj5gIEAAMi/YhQRHbSgdQQEexhhSRu8lWybrt9VYHAAMZDALV/08GEAAIAeAaAgABAKCC72IQAecQCx9JLE83vASwBpAaeJtT41z9yRgAQ8RAxwDSCO5zsACBDIo7tqZBr9hiBTJSCh7OKKF38AmAVoekshJE09+4LG5rSBQSDes1vWgEIS0u/14ndYlH/7qmjomxf/AABAEAAECsJsGDH1jpSpTG7dkDbzMhkdRGut6Gjp/gAMAAQLGgEAFicM2+FbGlmGMB/kgAELwAhRFgJSJ3A5iICQBpSDkPPgAAgEgHAEljKVxk38JolgMRfp8AAMKAI4rrFtA5V2ZHCV4AyAMB6eNpsNTJLE9y8BlBBaFNbVUQ4iptHwyQV2NJAHPgAEViywNS75CYhiMM7lFKc4AAS790zQAAgIAACArtYAA4G0GEAKOChAB5AQCRiqWRcJ7O0pL8BoFxdVfGqKfLP32gJAwhKFKKA/lJA+f/sGz0pAACBcAAICUWrv4DAXwuWi9nDafgFAcE5NQk5prrpeA3OFbBYAIjGlBf6ohBJvABYK0y37n3R8Lde/8C4AAgcgAQHVyEAWotE1DQg/bpm5AACBMADCQelCyFOWWUe8bwnd4fhgBi4BgIi4M9HErjAEY45vPjDEErd24bWKCuytck8AANAAqzQYkRIgKZbakQfsvgABhQB4ba17ERkdAmQrnBmAO/EBAACAC650BrPWPnmGLjMEBSv0QbgK5K4IP+8cAAIAIAKBQjUen27olmK7RX6hgBF5TwDBEvNKyQRp7vMaIse8QQg1TWGj+0xvZfzmGABUHQQCYoGAUEgcglcICtkZVtXBZiesOFLx4h39rGUVfy8LBCGSIkf2B8Dj5S5Gx30Hvf2h8wrEePw1WWcP2AzftimAFFQ2vf+4EQIUR3UUEBGSCIh4kACA1za5FiFsUHv/+mw5OmTNWAwADhQRHy0IYp+DwCkGX5/AAQKgACAAEAH1hCGXrEhPZhMYHoEyYAAIGwAAg3gACE0AAbTAJsCif90U4yDAA/1gFfy55OIGABfnAd/aLWRggAbL0PD1ymswIAN0aFtDmGABfvHtct6ADagcAgdfVT9IXPz9x6vkVMBlDOJ68AYBAHjTPCMqd6jNOorSGMHmYh2bpAnij/GWlPAAGApGijaYFMXSIIURdh6fAhaBxtbuOdBIQa5lNMMepbxgACAEKs4ABYGmpJbsBv2Fjv28PyAAED5AIUAQeGTPoheFqwGXMwABAo9lMDwgACB1AECAAIiQEw1ZNsD1wB9g2ysaRJAarh9413owTzcnK/7gIwRzIm0WAz+VTs4GyKi2BHA+dgpy4E6tEZ/9q6Mg2tRUj/tBlFau4+AP5RAk/cAzdnoxgLw/AAAgAAACAxYFgMk4Q1VWV4J4HMiAAUGgDDAkLRhn745IU4CmBMrX/7AEAAQKwDABF7v0APluJYAAIAU6GAg1eAAIADBlkVvgASmiasQBaLgi//3gYDajS5JFAoBPAzYzwR9ewYcXWHT5ER/YrcN4AAgXgACABMQGDtzU2mHvAAEDB3vevVoTBTDhrlOn4gAIBAYOafrij5dsYG8IAb8AAgHaF2HO1JMhTNTInRf/iAABDXAAEqw5kEAAQCBpUIAAm4GFXtRRhqG7YCAqOy2uI8lef/vMwDZgACBAAGqcH/XAADOoKojJwCASonhXAa5TabCwqfgIDGbylnoMiN3f6P3SAAEBkAWHfv6uAATGA3t2rDw/LVU14H3VBsYf+ABgACAgLSQBlYA7kVFcRgUgyxFDwAQZvyjHBOiAzYtZJvwB7gAIDGGQNj/q4H5cLJbduAIAAQFgdFUEpQ4mK62EmiWJv+8BD0FwkIozRacOfDM9TeGw4AAgDtL5FN1ROIZEwwdPcmZoJsp3IR9AADAAwAYLqKQ1YjGLko+iYYdeBiGgVkpxvQEKWmJoFqP4AAYoNfVxa0A0CK1AlC0BT02AEAAIAZUNAXVhEt5D73vBAKVtiBGOV7kxnlCBGloUDwgCiU7CLlhtkfbq4BYKha4cZZLZtGkAwV2G+f4e1qh44QwpN/HeWAESlIaAUPCelULKonIfOA1M5iHD05Vf++4SABGFJIw7QUqnU7wERhFZUOHBmKOF7wo6ov9jYYfiAAgWwoOiYOsq0sisCIKfLT5jIK5PlHqKG+XYS8ABAAfAH9DT9IdEp8Mb70IaR4CGaACVA+Cm3SWZhaL8Q3evAABACAAOBwSPShuMnM6hUJCu0grvHgBAAoBBo0B83AtilGnEH+4PgQvEDHB7zsAuIr6Msw8+1H9QwM3KJBjp8YtWPV7O6scR6ggUiqMDa5OoFe5DQA1hAcEK1mw7LgtgulUGn7AB0AOi+Mgm7pX79aADA8qkgJ5CDWxZAAEB88AJHVhpDSKIPcht3v7AKgbZuGomJ3/bAoDCpx3BE52JP38tAACAJaCx1e+Jt1YPD+AACAmADAy0bLgdFddsHRsFEUzVwAEAAIAwdREaBhAiIaSFGCeiP+/AAwACN44PYAAbj0Zg+GwTdqR4AAIEAAg5gAbVYAw3uJ0xvK+1nLgBAIUABCEVxyQS/KasT1H3gBlHCEP+BIGCJq8XvHUAIvh8hRowkGw2avNqVkA2IB9SE2b7lzwAgH8D0JLnwOMxE0zZqnV8AZnAB2AAsA7KfiE0mK2FIidvAg5LBCyLaedIKbzTwwMxoPAmZhoiSvJnLAyvx+Di4EOxAKBQOrUwwjXtm0aAuFcpcqF5Yhar/9tAAMB6jpDAamllZPYGHeTgqKaOpxavAKD43o6Vk05UR/AcGJ9EJMUbMfmgGQGKR64kA/MImXuEgjAnwJthT8pMyAEH/Hf4MAAQDP4AAQBEAd2BkgnO4XxPAJYACAYAAWAEBxRM8YGA6QABAdTTAAEAftYDTOEnOGwPXoMAHGgBLesDXHOCGkALLw+sXgBAACABYAmooDGSJqaK4gxwHwTZAfgAQAAgGBh4BR0DVeKT2CO7BhBrBLAAnUeQWKPbGLMMAAOgACAiAAWAimGCAAIEwAAgZgACC+mB4YCsAAQCgGAtRUgHwShMKFN/BRBpfkMBM3nPmRqJKkQgACQCgbYIAEIGWBBnO4ssCHsoNf+e4CEHVJUh6+uTlHBAAAgJAACAQdc3VrsCAAECapFv/1iBMEZEQ8G5L///jAyg+G7DVxU78IEAAQNQAe5U6XgwABAPgK/f1eGqE+ib8AQCAAEDehh12IACgQeebpSAOIawAiagAMAAQEPLOAD4jCEALwVpizmAIEAAIG4XYeY9r0kimwhWkgaf5XkYCH2tGf8AXADAAO+/oWzeiN13cQZGezMGcL+nkmlk32g8BiasGNY6gd7neD8AAEAUA4Ab02pcbKX3VjYG40wvBgBRpayPKVEj7TkyImfAZAEAJXpf5ZAgoVzH/3gZQx7OUskpziTFkhgAFgMHoIAAyHgMsMLx2Fypsaz8AaM4i2T/UjSF/miIAQMVNHSTUyBL7gTAYYlSkkgfQSRSEAEoBeh491JdMNfgJQJ2HqUbt4bj9gAw5czZf1cQChxmAMHL25NABV5ygM++pk+oZP8AAYAAgOCRQLE0vnuHNE9IPoDytAAN3gAAgBABA6xgp4ANFceZaADtiFI6/oAAQBAAcDAaBmjycttLegn4eILHAAwKKRavG+IltnDJ39xgAVAAEAElvoAAEBhAAAQISAYke5/94QiOGaTQUlYXcg9UwN4YegGKDfdVJgBoKk3Y9i6EGqSB8AgAOJ7JgAaBss/wgDUOEJg2AkBUVffCiXObKH/4DY/BOgWGWRP72GZ1IAAQJAABAOibVe4EQQhlRhAA1i0pCACg4QitziNWRHNsyQbONLaTH69YQhVxtACQTpgn1/tD5x9mfAAp2cYiL8Tk5OTk5OTk5OTk5OTwZDBJ/6DXgQKGglDHpoKwmaYLRNG//vICAAKxwLTwDAkOtWGwwx48AGAGBLYWJXQjxSLd1QpduOg+ALgAKA4Okvmylbl/m3/B+0BAHPWgYcDYqy16zeoeGEAAoPgQAaJICoEBiDKi1yNKSqMcuD+6DNMLtwsMPQ+K3cohAU/Kwi6jISoKhpDSPV7/ox0MV/4a8AjATLGzGlosVddPyNn/tMARig+lHBzSa5gY/9+gAAgHhggkAOD6bTc2cKlwEETXB6ARwAGQAXAUuwJUZEpVfe8AAEB5hiTANFiMsRlVSoM2xn/x2BOA4YRJoE4nFMWCAAIgUkSGABMBnoeAKtPIYoZGC937hgQOP5WOLq/a7VLw8CgBDnTOwfB0fvaE4IZtLYwo9GEv3/Br6B/oNfQAAgJGwAAgCgAHg+JMcXsjJmZXWfAAQAHAAJJ+b2q6i0A6L0iCqeQaMOyDi8eMlRaXgTBjlLeS4pR541NfyIhEZBGABIBO6iwEpDD8AGAYT8sbJCvVOSVR93t4AGoA4E7A1OC6bnlixNom6aEi7CCa4CgZhaXyE0TSSaStkBYNSkE9SUJPfg/4MoclCkcMulll/+wC+BCApAS7jxZsH+kDdX/4a/4ACFABpc5WhIEe1eLUiTsg341w3gAAgRgACA+HnAq0uPVchk1Eh9I7n4AAIH4FH3JRFGAZQOxh8LBJk+AwHBacA2GTTPja+huwkIg+ABjAkT4iF0S9prRDgL0I4BAAGjAARIQAAgJgKA1PgijFEo1RLE7ql6AYRd3CCfugmy7/+D/gMR6yE56ProWjQCFcjI0zssKws//B/wPf/w1D+ABqAOBOwNTgum55YsTaJum8CMAgCA2XCW7yurrY4Iqp7+ECMICjBQJKrERk6KiJ0GEAJwDqChARtI6RimAePAs5RAaMCmhLNFTJz/ykDYoCmg16fhD5RglUIQKUqgSOf/82/0Cz8ABxGAQBAbLhLd5XV1scEVU9wACABghAcJHBwggYFSiab/grTCBZ2DBYgCzsAfT0KsHPhgqGANWWAzP54Zefpqri//DXgMImHHkGxNkVMf7wAAQKTAACAAOpBCIvo2DJ3ud1wPwyHFIWgsxZB7ii3eQAAgRHBHgKoyI4pDQeFV7+eAACAGAAIAwBRRKIegJCYpAKYJ2Y1j22YbgACA41tpJAAEBYAErQu9j/HBA8RZx3mQifEJkCA0lCASlLwAePh0aMJyba7HWsASEQhxaWkRKL4P9AKs5ioDjLrJ6u//tAHeWuZqQwF2D/ggKrj/4a+DUAAQB1AD0Ei4aMgfChREIE4NHgAAgBBQCmxpZH0h/lWE5BEYB+aMxLikVjsQreAAMA0ChcRVkPjR/K4uPP8K/sAEEAAYHMiRvnpSB/YOBVJ3jAyimlgACBg+3tUuAAIDwAZXwnWAYAAgECSIHjcLLLcSzeSz/1sEAEoAgSGAAgDmGsQwml8CNSW/PHk0wAjMekoLcvQW//v/jQZwTa0Oq4lzjWhBb1GJ4iCEwU/8H/c1vh/DUMABABagACAfoAAgBgGK0JosAC6oC2CqCYAkFaCAQIGHUOwkTGBQTPALADACOh02EvX9zU3Ry8qXgAkF84BgAspPajovBmqNFkPwgRhAUYKBJVYiMnRUROgwgJSFCQXNxxgYmece0Fv3TG+EEahlIET2nNKa4YfOGaLgrDCDKcCOMw4F/TaQRRNGBh+m//hrwAEYAAgBC0BQJlg3kYtvds8WJMP2CvBgIPB7qPQQJS4mJAYMAATBANAIHKQfQISKTn585RAbEBzw12y585/5WAkUHOCVqIlPlMXUI4QpNAgc/6CCogL/oNfAABAVYYAwfsm+ilJhvAQtBdfQAAgXAACCDIAAgQAC0us77nXDwwd/C0gDDIh2KQcHBEEiH4agoNEsUE2qk1KsASAugh+AACBaACOFWyU2MwMgSOs5jUg/MSqY5g7tUJQUTQEBcRCQ4AJmAkyuAstG4p20ANBWo0YRgy52fHf+gBv8FqIZI4jI2//cAXJzPgKMqovqGfDq4vYC/4a+EAAIAzyBZCRM30wAkMjqRW7gAAQOAABAkCqfBSBYUCsMNMVEdYe9sagACAglN+sAAQAgBqkdd8QABAIAAQB1YzDxkKPyo8wAMAAQBQHKqREyoqAkF6gYAlDt4AAgAGAAUJzTXNuVB2A3QaAgMHgAGABAWLlxO6GbF6+k9edpkT7AjmAAECIAAQAgDBOhFMM3elEZQgACCgDDQgACLAKRoAIglWpZfE6KpA5wEMj+DS8hnWSmDw7AH3dzGUjA9vf/ENXO1AIETENpZoPDugGl1/4a+BjFngAGU0FgGlETvegslEDv4AAIBoAYDyy3ZTCdqcEG2AY2oPwWUGGARFxV78GekXojsq+DHY04t4pvSDqzbCHgJwABABAwSQUif3RuBCyFsezN4AEAwYeEvNGBAkZPECpgg8ADA4v43uaYimOt0Hh2sKgQAB4BBzgQAB0KSN4AOgCtudwE0EbM8aKAzkwGCZivkVR38H+gJgE7s0OyeuolF9aAxYNMJBHZ0ld/1vpP/hr4gGUQUVuPI6+je7km2D8BwHGyFnBxJvELlx0WFwP4whBav+OFB06R78CVMhhASAEaEAAqB6AsISoIn2yySXcRwdZcEaYbJAvwwqIO0XFLZd/VtFfILzSJaQ3/RhLA/+GvkAjDeLgOOzImK1bkQhk8iwAuyFAQOGuqciBh5AACAOjAAH4AAQVuBuR3gAFQF6YCU/3/Gff7G8GDAUWkwvkAUCV3oRUnEHAPzMAGlAAEBsAAQAgFz/wd2DV4YKIQABMH8LDAjCFYcAOe3M6RDM//3NpgBJYFCG611l9/2EBhykoyjxNSL/zToAflGHsUhnD+/7I9FUf9Br4GOQADfZmmBH10Y/kYCATvBjL0gtxqJpJHXHgAEAgKFF00NTpUusjlolD8AAECsQHGKI8gM3Kg2Z8i6oeQAAgVClCXoJiN6oUPxjI6Z7LqYVh7tUNUaXU9vYfAAEBD1ylIAAgBADk48CGOCOXxlgDE3t88sN5I/xABhjJbp4rClUZ2DDkBGb/FFDMlq59jAQ5bMME5TQlv37/tcMv/DXwAIAAQLgAMvUQJFDVgsA9aXN6LngDHGi28E1A4XK4oUjwDODrosIAgYLWQ0EjoqbOkGHAAQCABQKKFzABomCmGcyOKGgbVEMIc8IiGngAyi2rkDCU2GvX1QYCfIw4clCdjgf6AiDIvTRNFV+6y+kAIB1BY25hhmj/P+hgoYf8NfAYYBA4Q30EEaSgpbumqDgAAQNgAcBnHi5YFxI8U0QtpRT/4PgDUO0GjjNjM1iJruq+4AAEBQAAQIxB0df1AeImtMpPIuun/95CDoH4sX8MHWX9wyWvAQCnDBF87E32txIC+7sy/4CAAEBEwUA2gE3Qt1HtAMgodDIEAASrECUR6gCHFsZpBPLmYrP2hgKv/jBfiJBCbx/6QGGGftWiXGcWVfsBoCR0jGTRP/C/t//0L/gs8ABDEWkolh7tQWU5qPAAgKAosyGgsaCDELfkSE4hyQgADQCCnAgABABAOEk/lkMhQFLBrRxvfP+FQuwGUClYlf33wxgAIGY4OpalnHnHqOPNw8DgACAiAAICAANuQAkYjSTiXDXPrFVnHfh4QAEBAygQABcFC8h0QaoM8QnXz5z4YOllFYa6mijn8Codf+Gof+QBjLEh4dNDjdf5pqVkegH4ABBQAJIilNy4xRsdyE07eeAACAWAAIGYNICaBEZobCRWUATk1VD8AwOD1ZAiETfRia9RS4uT+EAAIAoKGqhAAFAYw6gwNuGAoh+y7JzACEqwjsWtOZm5+3/QgB6hR7Np84c0DCwwJtNel27WZfv+4i6GK/8NfAABAEAAEDMYmCreoSdsKsmFpDyjT4AAICYoAEEBDxAdga6vMlPHoA1BE8CByhBUQXlzHJOIktdTkvThhSReYXJtk3W14AAIAIIFBpnbcVZsISFuRPevAABAeAAEAUBjCjrwLm1ARX0ou7i2H4AygXWgWGHrORzUZTKuwgBwO4QAmHgIFssLrDiu6kOTY0IMkS9mmEauXi0/B/wM1IBuvzO4b+y+AGEFL2nFDDOKKnwf3iWj/8NfAABAIAAEDEYRBcnyCxOurSkclfWHPxCFQajhaBA8oqgEl3gEAUQ8KlRGOEOx1KzeUXh14AQA4FPHRILEAqmljEpYMJV/4P4AAwAYe6FCt4W4S2Oy54Ty8ABgCg+I8RCSHnhvjURmJqgxQMDIX8MGAdqbjhPHyCEXqAQAPG6ALypGRI4H+sgJlZIpEkRRwVfqDASKkHT7GSpz/oYq7CP+g18ABuAAIBoqVSAeY/Kf3JN248AAYAAgWyBxdpYO7eD7+zGHiXQ/ABgoLTqExYr5YXfE9VVhR8AgABAnoFmx3gsFW1slGCqvnHgAIABABdlRRrfMP2dRNg3YLwEBzBR0efibzU2kBlf2hlAAAEI2EBKQoQCQpOAIEksMvCy3bEM3c4EDpFkaw5dOj2rrBh8DBcKCbRr/kXaUbwBhsOHS/zz+6K/uD/QxoYf8NfDFCBXSaSMpUGCT/xjT4CADPADw7OrOmC4Of50PIsr/mAAIAhQgGBNoawedxPsVzPwAEABQQKF5MlGTHqTyd/VXJFD8YDBwPFqUGGrU9MrgKAMYPPgAYHAEnyI6GCCY5JnWhSUjJ5M3pgYAQAIFgQAKgXNMGwZiYEkOJeuUf/uNAMCTtPAg4FIJMLPD0EZA9YQGxVXhg67iYIeetQS+dtm8vDoqi1w/4a+AACBeADQOsy9cbh+Bcy0CCgeIAAQKjhgmEFTaJoAsNBBLL9YggrherPrOMrX2njoABrTP6ABADEYgXgAAgFAACBgABSapIcWMVDICt3VWQmcDLwABAMqBABLQ9B5YLwM4L/3kCYgYU0cYskMKmyxYGGCeQgdl5ABhDLWk8VpS6aMuAD54ERwQUgw0hPAYfMAhy4Vhh6S6c7+AEQTPvRLclV+6uGHy5t/oNQ4ACAEAOAg46IBgpPsA0u4tdBhRw8ABxGAQBAbLhLd5XV1scEVU9wAEADBHh4sIBJgiw+ipugf/5A4a1hgb5kUaNSlOg6wQB5naATT0qsDv9wCAdFBIu1jvr7bDADVWeAZ9GcHX3+Tk5OTk5OTk5OTk5OGMABABghoLUVUVNAsbq9FRsb/wAHAYjJdMBZOCW0hRp9aAAECQAAQDJQ1kOAAIEwAAgFIuAIgSriSxAmN4a8LAXUBxMilsQAAQBAUyDgACAIDmcHAAEAQHMg4AAgCA5n/8QTR0JJkSTPc5ZLl+1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbWF1AAQI5AqULQRdEpIuP4ADgIRsOgAskTiloXUNfrAAAgSgACAZKWshwABAnAAEApNxYZaXgJWu7/75Hp5P/+OuHeACwCEAWAiNNKBqBUBlBtB6PV78ABBjvACGAQBtfvqNgonnAZrAYQDCUINeYAOZDUS38lm7QCwnIcjDu9ZS3PwAHbCOmyuRGVl4zIZHURuIehrCcnJ///CC7gAIAAICwAGCRsUo8KgbEoqmBoBXOYJAa8ABzcR7JiCWMmYjgAtEGYsoiU1P/7wMKAAgEO9znPe97nOe93//AAcAEAFBIkQMlJmZqSATICmpgCgI4smQAKbRIzNkJKv4AGQW4imPon/1+wW/gAMGkwA4NQksZABbJEUXBUgwqbAb8pkNMUnczkKH89MmyNENFQMnJycnJycnJycnJycnJycnJycnJycnJycnJycnJ1yPTyeIwSjQ26HfABl8AGAAJMNxAAV4f8QAAgAUAAQS0eoQLFo/damJkHnwYACh3FXcCoGogimU6OAAhAA6egABARCj+hxmo5FH1cr/xrFLwAYOaAPZ3VECbAJvcm6Mx+4AAEA0AAQNwsEgWDhBQqQ0SQ1mIuhf7AhulDnFbSuJf/+sH4HhmD4oFPzQAAgbAACA7cUINAKsAAIBwLn9OoQrjlRPvAkAZwO+Yo7RUoWk/EAACBeAAIDA+5jNAABAhGTlZ0nSB399gSABGAIdl+tjXxDX6KozuokP7G+AADAAEEkEgMCZlQiIa2cML2EQIwAAhaOAABBhCQAEi3xuIFAO5QF40PBu/7wwABAKABYPEwzUIEsQTZCXw5gcANHgAAgtAYDwkCzglZNqQJoN7fgKjf4AAIBQACmgIAAoCQ0kUYPo4tq5wCmO3gGAAIEgAbc+AHQAK2wtoi+MUsjKCX4AAIEYBkAAHgACA8CEyEEm5QRwjbOy2S/AYDBQyTuTAaOHRlOKeSC4W/AABAFDgMDvwgeC/nPbCIghjoAuK4YcIBKO8IDhEB4AAgWwGKkDCZ69/gEtAAHgAeJO0FYlsPP/6DyjxrgYNgABAW6g+ABtIwCP/fgVgAgANuC4EUcDf79UGBfkSuvGFInA6WSrLbjv8Iwpx7FDSib55coZf4AMBwneNCgBWXA8ihbuAcQAIjwgBCky4MNElMqzKHN+ACApgUrieDIdCbJDunEmeAAECeACAsxkxCJYAM4nyaR7BI8ACAgjIYLH74AWaw9gEmHZDeA/cCAAOAHPA/6xsVgNwp51ABokbwAAQAaMEgD26i8Y/xPGgg/SIcg/AABAKAAEF8QZSDoBYQL6W0TgmvBmBRh+AAGDh7AZ1iRlSDZwtLG2AYcIBwEgIDgXgJYIgAEjFALQbKWTbfAKSAAcENTqbEhNDwUqUsDQYzbI1aKLwgn9qMGqh1kn6WecAVjBQ+F9rnotP5QKYGoAYe7J4uD/e+OH3sAhVU+kfZGvZ+1ECRAiCDMIMOVuGIQ4bDXgAAQCjjg/YAJgEw39oIqFABiF8jXkIgAK5HFACQAaDRdnJIA2jZ4AAIBYwL9AeASCIfFaCDjNvRgI/gACAcBYAWfIdirkF8ml7EBPEkwAAQnQABFeAAETsAAQiUwHIAAk5AAMDUzwAwABAdAAEA8keJAOLgkVx4CKWwEEz7gwgBY7BAOLsEYAAgIBlAJZ4SSV3f4BoMUosi3gACAqY1VBn8D8FAABAj4oIkUFY7oOngGhCFnF1pwAAgHM0iY/fB/EOtA4dhqADgACAeGABBQGBE6o6robg7o4CYCUd/CIIYYxAo0gWNLGihYMOwAQAAgBgFugIgQI4mLgKjEDUerwAgAYAAgDj+nzANiAIxOFa0ek4BnCCAIAAgM4ABIAx0Ldg1qm44dd5zQvAABAOAAQAB7YWwEy0HE0UUtZom0yBAAHxQ24QAAgBEAMgBYAkIAkRgcunaVBnbAAEFHgAlzcFJrUP4MgAAQEwAC7cA0HaC/DRrCicDB/+tgACB5QCxswGwnDd+8gAAQBABlXInJZJ/sNfAADAAEAYAIDQYo44mogxaxaA5A8U2/wABAAoPAbqxqb9xgBgEnOCQJejwcQocsAAQ7tKaymAAIgQAGdgV/AAIAAQdhEguBoYtrzBCoFrsJaiB08AAQACA5UAGSwqYAAKL58FVUdZoDp4AAIHocGgAh60I1iJgAFSJ6ATgg7fABuI0AAQHYkagACEbaA24lMNEZm8ABAACAABtAHUPx4pGJ4c9qKI5YCB5gcIAJOBLAFATTFjYCZFAh//eWGKAGoDsE7vKKvf/74MgAhxFwEAHR5H8msIM69v//VgIwAAgCaBFIamGtcKP/oMgBCG3IAj//sFewMAAQGAzANgEOwJt8KGMLx6vAgAAiAACBOAA0BdCK8YJQNQMQEA9XvBAAHIsA1cCV4GSIQHesWwkV+AABABOAAIFVgAKALS/CfCH+QC2DsHbBAAGQLmBAAFgaqYCAYFV5DyDq8gAAkAwdc6QAAgPwoB4B/oSiv37yABDibmTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk65Hp5P2fw/w1AAQAAQJgAUADQLE0EKE3LSISYm1haJ0AAIlNkAAEUIAAQZQML/3cAACBmUAAQEwABABUFtJQtBKmYxiD2if/NRYe0xc0t/DMAAIA8aAASQEtEp6IkUtxuYl0rZfa2tra2tra2tra2tra2tra2tra2tra2tra2tra2tra2tra486fDodgEevk/75zfYAQABAVBQBgfTaXRN3SwnsNyo2D8AAEDAoAAgJAACAQkK6QBKCjEkZRsDZ0DMa0z4gAIkQngD3TZ4ngwhFWE8sLkenk//+mw5gOAAIVQAAiqgACQcAAIm6Z4ACAAGAAIAngQkBc4QifQtma4UTAS4ZYQACMJYwrueBwADYAYDbkAJyMZHQVmoehjfqohSBvvBwADoAFAaIpgOAAI3oAAiSAACJsAAIs6Z4AOAAIBYAAg0iEgADgBUdx5EWqVluKNgYFfwAAQJAABALAJmASArFURhBtGCOfs3lpcAALAAGGAACHAABNDAk3EHU4AAIFYAAgPDQAFQABAjhgfFRB1WQhUca44Wu4serwAgACA8AKDABNmcjCUQAmh0SIhBf7Hh+AACAAAAwCB8AcoAoAxNAinK+6PkIdVAmeAACBKAAIBQD6AEgKBSEQQLRgiHzT5awwwiBMDBACUKaHAAECUAAQKC7gASIwxlHSYJE8pY4+wAkYxJoiMpvIsVpafA6OXbYNt9iZSVDgAgAUD7gASZBS4Lgk8GKShFrmf534r7WT6W8FRCJVJEsk6ZIvRnMHvm+/wQAcCgALnQ3aeBNPz0NEUMAVww+AACBiAAIGQACgbnUCfyHP4CRwhghYQVfAABAAMAAgAAgxAZb1DIk6QMgp2casmeBAGAkACG2kCUGgxGNw/LFgPPgAIAAQRtASAqAFgMILtn4hKwiAaKAD/4AAIJoAAgrgACAcDoImn2iJPaswSiU/lfwAAQKwABBFAJKAOgvAJQgoAbxnVgbginQIvgAAgLAAHACgckCIF5sEhGFLmCBpXSv4AAIFYAAgYGAACBU+BcqhNYOwOM5fXjR4CAP4BIb7MJwhQ2/wcA5IASgw/AYAFLAAOKgACDGAGx9Y1S82IwKZZ3+AACDEAAIKQAAgXAPAg8MU5MULT6xSCbVDDCAANsAVgQABiga8AABAXAAEAA08j9ABREZjwhP/gNAAwBiJwIOwefy3bywAVAMDJ57UlNHv/7zT8x471R85ZowABAOAAEAVSl4sBooksi3f/4EgEAcuInx5SDbEln//YAcAKCYY9AjBL3/7zRIITEEcjDJkh+1BohQsz3mAQphKYADgACCaFASAAIEwa2PCNfNNASVRMAEkAAQAw/AABADCMAA56/NgBtCAAID4iQ08QZBgAAjcgACN0AAIYAAAiXpgAOAAIDoAAgqgO+ABQARHcczvDIDr8BkE4SfAABAHACgAZEBSeIgeE4KRGvCAH0LPgAAgMAoAFNhYAQgxCDICYGsnBUOJ7DDvBtoymJdWAEABgGgUOg9QzOHEKII8o9Xv/wAAQRAABALAHH5iYs0BuewMnnS+jvc8AIAAQTAdADgCUwOpC6kpmhiLWrBhhALKQIlAQEgEDoF55WRAGItamL/8AoqCeX2a0AA8I01Yy8AVAwRG8Ozaj+Eu6AAZQA4HozqqbRvGNX4CQxJOTkC5KpRzJ4CJnHZuqHB6KCmijfj1/VPuACMAQEIQlJQghSlpVEEqLPxDf4AAIGwABwAawBwDEZRQMcAkWRUoaVnwAAQDwABAbABQBkmFK/ovOnk8QQyCmHfzAAEA8AHAAEAvYAaBSIjI+tzEKJR0KfgAAgDAcAAQNxqv+RUEYBioFufDLj/4AMAAQHwKB/AQuOIXFQcThcHgSwo+AACAqAAIBYgENhmUVYkL5bSi1zb4XgACcAAQMwEJK5GwHID5dKdbyvLngMF/Vi1f5v3e8o98AAEEU4AAgfgCywAAgCAFgTDFpMDINSHSK/AAAghBwABAxVBM0wFQshKLn0f0NIwYfgAAgeAACCGAUF0O/mgBgxhsJ3D8UOQYcIAAyQUQEAAY4ResMccOQJ+986IIenwCgOAACAuYE2nPgSql3nk4ABoAOBOI2noviuvT0BjnjV51dXXvCFX7UOgKCYMPFLQht9+AkYAAgMEhFYRTHYYLqIjgAoAwdCE4SehKt4WAhjBS0rOKLYt/+8Jhk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5Onrkenk/QMAH/BXwAEAMIAAIGQDBOwJ6H4oeWne8PoqP0AARgIAAIrbAABAON/MBgEsCEiMCBtBf+HtbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tbW1tfGFv/DXgkeN/7wAcAggAAgZgMk7Enpfil5aN7w+CoGAsAmCPj54vrkenk//KAfDfAAs6IMbPow4MLHK9Yh4iK0sAsQAgABAG/cKFgVHEOSKNT/0QAAIJ8oAAgQgdEHF+mh5MPHGlggABA7AAEDMDAABAeCAAECAAAQGA0ADYAPQMGDSvNnhorSp8QAAIDoAAgSAACAHLAUYck0e6QEU5ejetCIfEAACA0AAIEQAB0sAC/hBRTWY2JmxboIAAEAwAAQCwAVLAUhFOOMPCnBjhYlXnJAAAgFgACASAHy2tra+K/SHw34AF8QGKZs4LUbUUQCJ6zPV5gCAOPbtZv4a5WqdjYq9pabDwQAAgfgCgAOFAgABAkBgB5EAHoGDhpTmz40VpE+8BRByDB7hAQTlyN40Ih+GABfYggpvMLEjYt2eApiLecaeFuDPC1KvOAycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJydcj08nwhwhD3lJ8JQ95I8mHlmlvAAQAIAcKEH7RWbGYzEJsRVEJIkEjxGHlvlik+EoeHtctv8xDFH2AIAMAMCBEndsBAqZkNzS2haWQguHKCEgEOGAVLc7mGpbzkBoviQBgJt0GhgFHoSOesQ5ArG3gQLVSKOi4DdnGCP/AAQAIfILHgAEKHClSKwYQuQT94AAIHYAFAwLNSEU0TAsvK7CgHT5+ANwEDdMADqm/ypkA+DnpGzwAMFDD5IeEbPtyYiAYD60xPAADABxljR8AAQomUWu+IAdt8kIHgAAgUAACAoEAVdnRFqHLT7JXdnIDJ4BAIPwL/aPemzrR3x0AYXtTE/x2zeIAfAAOBNpLAiZnz7ZMAAVFXwAAQQAByhQVAajgsEs8hN7iizmoXPDEY80Bw8K7UqqQGUkMrj4AAIBYAAg7ACwZsCVCErOm1sJtJ1SqEIAQoNA4ABEIGASGDKkJtHbivJqZf8FtkOJYf1vggOZx65QSJIyhsZ0BDxyu1KgPljLL+AUIFbwycKOzUvJGlNTDpoWX/vmgwIWsztKUGVrog/cADDUSWvqUNPXriXUNzEXSAX/gCYBQzZ0XKrvaz86FKYmeADoBAXIFDsKYuCEaiscSSRPwAAQEwYJB8SbXm5iG4cUm0MR4DjwAAIGwAAg5MBURMCnI/l/DauphG/vADAAEAsGjScZNdMjtRxJfAJSeMXgAAgGCgCASf+yPQxGkZ0uRID0j+AACA6QBwwAaANnBAmTE+uEMWaXbwAAQBwABBsA8foDtOOURjo4DC+KUXwAAQAwKAWD7mbCoRjEAm0MXxZ8eTAgDFxIgXGpAQqO1X0eAACDYAAIAA1gGjQPn0+vfhJDmcjlc8AAEAcAHDgXHERM+qpI1wU8zEQdwgAKKOEIOgQDNM0NopLHfgFsQBcyrSEWjXUuAAF4Eo7t4BVOUrDQRihFx0lAAwpTfH/+IcRZWngC8MAbdulBu5W7XgAGQgdZ+oQATr9bZwAM7Be14AGs1tuv50HOrmDYP/AIAIJeCKYMf6hZQU4aAs/xY8AZQABAiCQdLDfbdSERepGcK7x+AAIcAs4qH36CRAeXcMiyox6luAABATAAECMABuL4GIxUCA/YTUCROvAEDCijzihBwD4D6FUjggjRwEAAINYAAgAAgE4lLA9RDdzC3eKGL3gAAgCgBx7ID56/WhQtUcrWbC0j8MFAyS3tAAQAsEOco3XOONLeAACAyOMBCMNjgW0Bl/1jbetTjppYJAEBhIGAAIgp2DxK1HpiISn8AxhLI4yWla4k4AANzAKRdiEReTWSN3z5psjABgC/WgTisOWhIfeZ3+AzDS1BeUTjXGgBIoxsiUhKfiWJc+7JajIAQBMvAR//9hPKJ0NQ9krTYeyVozD2UToah4nJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnXI9PJ8IQ4L9huSPEw95I8Rh5b5YAWGCATS0oICXaPV0sfmAACBEAAcJGpbiIoDGPjIGsPLsRhERpYIAAQNAABAjALDwQAAgOgACAEBArIAhTLgADgAIDMDzXWQYvsVlQzYDigBCgACCTZRII9fJRGJEE5gAkAMOsY/hAI1V+NTAnCBAEQAAQFLopD1P7LN9/DB/bG9a22/wb//x6v86SA3rauj3N4/828KBv8RZpvNCWt//x6v9/wN62jp0zXav7/v8P+cqtny7////7+w3krRsPSVozD0AUGCgRS8ooCfaLV0tf9LICEMycFKNKKIITIj8ABwAGBmhxrjIM32qysZsBwDCb3ywAkAIOoa/lAIVVeNDAnCEMnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnXI9PJyYZOTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTrkenk//49Id4ADgQQD5gNhBHQfiUCtMBTBhBO3vTJgACA4z5CgACBGAAdYH/wAQBUi5AA4AnIq9gaWM3ciYuhhDFhFmsAByxxtuc5e/W5wamFRnetSOWrcABz5h8rN9WdtbwiDETe4pKdQvCf/8N8O8ACtyGi2eIR//7gABkAAEChQAHAKS1iuCGucCeCIChvgABrAABAkAA4B6HYU5w3ygSQTAZvBhA1oBnWABYLgoilY1TlDHYvg1o4jJz5gN9jvUAEkhxkzcMWm8+P/+GC3wAEAAEBYUaBMlU+WALngYWRIC+6hOQG4EjMMSTcYUx+zT/+/4COFKKyUmvIVWpD///BdwAHAAEAA4AAgV+ABYC0EwuiBwkAkgkgmYMA7wALNzCsvHoV8Xj9wEPuP//3/+fSHeAAgAAgFOAfygABADANVHeAkDxNDiCiHjQYxYx47BCIszIFrW2AIgABADCQ1OYggiHhFPI9cADSFcAzcRMxI6Za6MvACiCSwFC4cVKssTVl2ctWDHcSd6hfFP6//eYGgcAg+OI9Y9Ce/9AQBWB+lp0lur1//D8Fv9AACDGCgUUqAUbAGmsOrHKB5Sgfg1wNBimC1p2fUY3HH77/gIwU4vI8QiniMLh///gu4ADgACAYBQABAVuDY0gdixtC5IBHDmCVgwDvAAsGOYJWrhtJTcJ4fuAH0yab3/fpOTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OuR6eTwxFXBAh6znpmdADKAAIDAAAgHTTYADAAAlXgRNwe8ENYLqkArOStDI1EAAWGjT4AAIAgGwMAMoe8jo0QIR0kgBtRPAB4AAoaEXV66kCQ1IXFWAE8APPgIAU4UPmNJWb6E8zgDLEJhiAAIFrgACAemACAFAAUITB8TCRFK3fqJ/QewqeAgY8YVcWEWG6d4nYMU4YYYASACABQHTAyNjVK6yxbPIvHI30MDoB8JIi4EP+otkcALpC9SHCMAYC75pAxyLEIQoDAeKwfTk78OSEAuFIfMdP5oDMRiseqAAIDF5ge/9wGYQO9pBHLzZGMIg4EAJdhU0YU+vJ78syubHWAT3TfwAAICAAAgMAHnwB5AOSiqtjGtgEMStP/94BgACBWEh4ULjAD0jcXMNYug73wDl0gg8SdIAAgDiU2c4D/l3gIAAQAAkhEASAKVzKSCML7qGgcw/eADAAUoeADwZobOi4EccASSE9iBwgABA8AAECcABpHAUtRC4LkIE0HtOsBQAgGjBfogFaE5J6FfuAAYAVYFFhNSQmCIAnZE4PGb/96RkZEBiAEAL1T2Dhx4BAAgAaAkIZRkYMayZAlqgmHjBh+AACAIIpwAAgnADxYUiK9/CKC+XS+I3AAAgKgACCQAKYGtSgGUB3tWg5Fk3gwwoGnDiG4QgABAMHSSpQmi3DW/4BQAZYCvUe8BBpczjnuM8gMimAuG1cRxYjY2IGQV9UvQIqAACAeNujlt4pq+n/8BoCCjvb5oV3u2jhP/3GQzhPywjLmsa5gIzOVVBaLy0X/3H/0CT9AACC8AAIAYwcP34vK9jouADem0hm1IDiCBLWG4ER6K9Iy84ggABHjvT3gUBN0VA6GYtID0p8AAEADABgGJAVHpvocoAsiCOZhFH0AAIFIOAIAkYcgA2SkEjhhBdBNvgAmXQBAKEBcZQrMMpuh+TgAAgIgB1AACAQAAIAXVwWoOrwYAAgUhrbjwLMQyhrSSAFGtVCt4AAIA/AAwNyCAmMtz9WHY6jkTyiGH4AAbgAQAtACQ4MtNm/iMfRy9hR8YAAguKFKAAWoAAIJxS3DqOHsKkCOGGEAASJcB4AhLAQbIzqgAasijv8sAMIAVi/ROnuLCj0wAzgcE1hHRPm4f/fabyDIrB+Jm0v/7AABnA9L2SJiVd9YAACAAcIBd625nqV//f1ACMBhWoIRlin/OwyAYB8Ti6H0tb/yoBUYuunf4ADACjBENiGuscT0WRGDq/IJ08AAEAwAAQDQAYqAC84YzbC6aIgJfycH7wAAQAWAAYA2oFBqY4faMJRwEsxlz3pk2Roho7J4AAIEZBA8AGw/x4PqsPA1U1IMYk8AACCkhQfAADZBWBl6AAId9yQER4AAIAwABSizgBQRjUOwP+Nu0sE7+LwABFzRJ1AAEKEAARmqd8wABAwABgGAKCBKJaLaLZvGVhqlbwAAQHgBxh4AXMzgNB3dBvNJPQQho4YfgAAgKAQFiAFpY6Ce1Jk5bPIibs/iAAEEEEKJNAAOWBqYoIAABDbz7B4DDDWQEAGVdAAYHehKfcGLJwnJ+AkQpAF51DIngixtwf/2AEgDAVRJLoQghh1/WsARQczKyjZiqf//AhnLzJ4sTNKUacAOAoKletD11VrYX0A4AoPkinRYKywSJn7RAGMO7mOaNYnGD//m4h7nv3+GBQWHL/khHYvuI270KHDwIADlgMAaFHkErZ5J4fQdwuyAAXvADAxoaRARAomtrvGDAaF0nS3AABALAOQAAIEwAAgFeZgvQdXgAAgUgACAm4AOBWu4A5IirnqhFaw8A/B+ZABQCxrZAAEAwAAQDItpiEB6H4AAICigAKAAaFcsBlB+/guRHMIxP4AgAYAFgPCe0bHLWkmgK6YIwgYMPwAAQKgDUWU8AAQLgYb4EY9AtroRwJwYcIAVgCg0BQFQAAgCOAAlz8Bp+pVLHsDUp4vqnpxetqMEpAfD9/UtoRhjCOzjBJGVW3/2ACApwH0kgtogjLvzgCCOsjoVP7mZXAdCmwuksJZWI7gZxSSU6kn9m6igGjQQExTXxAAIoArWBVgOh5Mt0y+5XgCwAcAr9VUYWAoT5DUchqt6vTlb+eBAAEAGAFApiU6+gGUDhbhPaIFbiMAAQOgAUAeRqQCYAMweKEgedP/3AgAcAlrNeAAicAZWMm5pPfeAyAACACDVZOEzwAAg4ITbwPqACD4QABgAgDQRxaMeYCiAhWYjnRBC/wMFLAGgcXipcoJohiWMYvemCH5CMCEI44KSeNIEiwAAi9+wAGCgFgLIRUoSPIoiSJIxM2gMMIAiFEBCYD/AbgGBKeoQmDeCSPGTQ8AAi6KlgcBepxEjf/sBAMm6ke47KlJDGgACO8cAcUVhGV/2gMBwFLerfIlChkurOMwABAfGjKLAJPXF4I7tJ4A5LAxpV7L/7RQDERSgpEhilqNZwq+JhfD8AACAiAJYBCbr4XDf2o0HMsCM8BAAdYHAOCzOHCF1bw/g8n9CAFb3AYweghgccAYPEdoA5k1wAAQDQDigACwCrQwiqg6vAwABABDhULG/+SYl53EwKqMhi14AAIDYDAJL1ND4swi1DBiWyICyD/gAAXAsNkAAkAAQLoMpFofneoAeAeqBNAINpkMwEXbzAL8BNISCIkLvGKgACM34wABACMAAIAYAFAK8AyImuuyBfaBKZgw/AgABACDjwBYQdibNvOIpj6hoYleAACAI4ABQAUsD48NkV1+iWdRqUh5DDCAAECkAAQJw+YQAAgBAACABGaQACBgBi1IUDKGmjat/AKAAIAYKaK3TNWBZL7TBZoHT9yKYK/Lqn/aEYCAItimrilckkD/+0IHNABJGUVRDSKXWB8BIBAkAb7duvdetBN/aISDX0iIqQxKTsGYDK/c46bVJ/9F+NBPct/gAAgFAACAQABuwA5QE4xrLAz0QF+AJV3wARaACAACAkAQegCCb7bwTwL4qowAkWAKgUZABkog3jAapDjgAAgGgHFAAPAINC6JKDq8AAECkAAQCRIBYZxLgQyQx0e4zvIIQNnAAAgIADhgDIJYQuHJOxmIjhtAkt/3NBwAsXAAAgyAACAVF5INwj/7wwABAdsLoA87+hSA/XaQEgPIEHxhFFc1BpiSBaCioAAit+gARAABAJAAYA38C4ja77oGlgEghBh+AACCAYAHBuHwBw0O2Q3SQfUUSQI3gAAgEgYoAQAPyWgKhV3L7eXQ3A6ugYYYABHKBAFDfWBBgDtUlO4j/JJw/9gGEDXr8vvT+dk+/2AZ6pOYd6JzL+wAEUAwOqghY2CMMK394BRAVoAlXuYyMUIXknwAFQBJS7e42lKQziUYT4oTWfV3oAOAFC4JxRnfUI2f/0UUFhFv3+ACAMAEjgkX0V3Kc9GFyYTiS58AACBcKGJ1DiUFeE+IEM56Ts4BEAAEBQAAQBg3bud7lTsAQ0EVReAACAMABDQE3KKFgDPgAG4+6hhJgMvhCexgAIAPdmdpkBK1tIvFYMPwBgAcAsbeFQmRSVTUDWaWMq//vAABADAAoOcAFf7w+/dTMQmtW5nAMPZAAEEe0AARFZsACpgBhAAFT+f8ITIAGGSACQIAAEBgKpRZJQe0jOn+3wFCDI1whJK+e79dHAA3AUJjznmUIxn+9RENEFS0lpPq9oAAIBoRaZYYeHNoUrB/gFMXaS9rcxHJxmAJgIESzn7SMJS/ep5NhIQxBPV4nJycnJycnJycnJycnJycnJycnJycnJycnJydcj08nJ///wW+ACwABAUAKAAIFIVOhMbG0VAojGGA9XlDDABYZgx5d4ISTvT/954fgAa6Vm0r37yf//8F3ABYAAgHgACAaAAIDTQeA+Lo2qo4rg/Hq96/8AFjKIS6aLY7a//ef8ABwjBTi4mziS6ibJ//+GHeACwABAZAA4AAgbDR0HR7MpzCifgwHq8Da4asRyser2AkAAQHhQMCp4uk4ZxgDNABjBGBisAAEBYAAQAwABAzLh4CI7Ce7De/j4erwgCQQD/4APGNmpLcpDUp8AoYhQlWFJtJKyvif+ACxGCmFxYhFOU//3gChcOIpKNbp0pKtf/gvsFvAHQAYAAgNB0WxsMVUmH7ginnx4AAIBwAAgFAFhAhFD5vi8bhnV2cQiQv+4AAQA4VnzafjsVH//AdDCZYj2aUkIR6GTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk5OTk65Hp5P0aqM3HxsAC8BgACByeCuKAACACB0HcSIAIYAjfvwCiCAAPNmEYpAACAABoOJnhAgjZ//ACJyAAOTvHAOBERWacRDzeAAigAGBtmajpmJbLrzYRIFjwAAQCwABBOBAAHgLE+KaUIqhjAh2GKSCR4AEAAIKACwAfOA42LlUiCyMw9UU0ZvAAEAAIHIA4AFwKFCSMaUdXkVOBHNj57AAEF0AAQPQABAWABgnlA2Tjkrh39WmQX+AABA2AAEDuRAHwOCMgwolwV+RAPu8AAzhAIqRgYA8wo+lJvEYYaDkSABY8BwAYakotnMRD/74QAIDFAEbiIIOoEAAYoa7mGKJ4SS//eBgAWhiAFitsE3dNlkKt//CAIBCQP/A2g6gJBMCCqRjWql/w+//B3hGaAH8NfAABAhAAEA4AAtkAoTvBSzEcBBZyEBkuc/AABAEE0AKAJBJwTJkslBaPisgCIGYAAIPAAAhbgACF0AAIAaZ4AAIDwAAgiAACBNQAg7QAejnC9gdYyoKhmD8AAEAIAKANAA2Lr0ZnszRD+IVctgaX77xggABACBgpYIAAuKe3GBnAVpTSgABAYS3Q9/sAoABACCIEGPKRKFM4vDw+Igg2L5dgCwrDJD7wAAwHTJr/J4aVxWFQw9RF1D4Bw1AAQAAQDwABA+AAIAIA+vOINfp1CCfwkC+TQAFD2AAIRQAAgSgACATYBBmBFkahpXgPAp0AYPAABAcAAEFUEAAXA85TivjfwngdpCXSRfAABBKAAEDcAC8hwDUMgRGLYQzaCKTmDX4AAIKIAAgZAAGpgPeyHIgGMBfZXADIrQfCAAECYsAAQTWgA08CBaLwGNgDJ6xDgGGdAcDSWAMwhsOoDJUgLff4FgYONlQAISTQwvty/9EDwAjpTID81hATYCRUQiZuwABAdtOEBl+/7qgAERfcf+BAACCQAAgAEAImeQfY5RHECn6J3YBQ4AAEDwAAQHAABAqZLA516VAEQDCNTVJAkf/ewABA7AAEDwAAQHQBwyQgJWAt7xuUGti5eAACBeAAIFYAAgAYAHnM4mS1GAL9g2i0JHrtkZWm414AAID4AAgd2AAaA+E6WAip8CyegLg0FsAKn0AAIAVAALMAHUMhCVzIZkHkEAAIFYIAAEEUYW3/qjJg4AYDOCYCR4AAIHwAAgBAGHwBYAdvShfRSuXANP1RjeAACBUAAIGAAAgABagPC5fEOoe6fdXbNgYc2+bNsHB/CAAEAQABgwUCAAEAEACjz4kIAwoCi1wsbOAAZaEoResCRLcoFgA4AgKOIN3hHa0UIJP/4MQAAQFaACRSJug6rAFQUvssBY/ZLu7/AgAYIPIqUjRlGCf/+oOowNaQw8NfAEMAAIFAowYRkYWCqqvJw/gMQoeAACCQAAIDQABBIKB7qGHPMIwxkgNwGgACB4AAICgAAgOGgAkGx0zPNILYcYiWigTJhxkzgAAQFAABAYCAAEhtjjkoMs5AzXh+Bc/3gAAgDAOaAAIF4Cocugcwgyloa0wDQdgDB6wwAK7LLACAwM2WcoFJ18AAECfAwAAghAGwq5hLfLw3GB+Em34EBcQgCIpnIxE/ilhoXothkQcMYAIsvbBfzeN4uoGGBLUAAinEFGTcqVm4BQjAA5gykDTFxOyORD4f20AMPDXwAAQBQACng42EWZCaNjIad2BeSA/AABAEAAIeDzYQZEJq+GTr3YTYUA+AABApAmgACCoyTA0B6TsxBQ1Mgg+fvAGBxRE0RbFm/SolVN2yzxhFFIao0wAAQIgABAJ7w0AHA8+AMAAQEwUcAFob/ToAfAUSJbstRUDASyBgJqwAhTVgQiOoOrgJgAxhWS0gOAvZFLX4bARCAGhWyJB1aDOAL+1xIaOSwwYvv+xMOn/hrxAgABAvAAP4wVAEg2SftgmMgT/cgAYcAAQewHlXjdoAA1CxHiIJj/uBAACBwAA0HAQtj7Zf0UEcpHLmKT2AAYAGAcAmKmkUFVfPCQd+IaR8D8BgFAWSXmWBtQgtuRHY7wYQAAgGAIDHAgABAPA4PbwAB8AFAxfxciKQpqaP3wLwlcIl5mkFnP/QIAINJdikWK5Lx51AMAAdpg6ij6LO8MnJycnJycnJycnJycnJycnJycnJycnJycnJycnJ1yPHOABEfqv6//+ABxAMAb9dwbV2MmH4nJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnJycnHYAER+q/r//4AHUAgB/x/BlXIyZfiPCmAAkaRo0aNGaAAEGb4EHQzHBFwkQmupD/0QCWF1MABFa2WIBFJlhwRSZfhwRSZYcEUmX/+dEQXZZOy/CmWSZftdra2tra2tra2tra2tra2tra2tra2tra2tra2tra2tra2trawuoACAxGtY1jWNY1jGs+BF+M4BDVykSJEGsP/WE35/JhjMBwABI8AAEiEAAR5AABFtlhACdCAAEQiwdCMg6EZwcgMyDkBmWtra2tra2tra2tra2tra2tra2tra2tra2tra2tra2tra2tra2tra4AAAACCTAAAAEgYeAgGPBVyR83fE8mgtcnKAq4jmDXYL4uw+MCG/4nQWOia+uE/LLQP5NAvz17P3y+U55rfCXJkOfnr5gx5u+c59+wi99h/ETgB+g5uGvD0GiUeB1/4EHm9ECPmjoAr/lsXfc5XrvKAsCLycMSvuI4rYWguB25PGR/Ap5I/74Hfnrjpc/rkpfw3mUa/nCtcs0uuaxcCPw5wAFgABADUDRZVEAqjtQANgQeRgAIIInBHzbnX1wANAVBAAHwGHPhAACB0AAID4ALBrgBYAGzDgNiORvL+t8AB2AAICLcuABNAAEDqAAJxVA1gk4S6C2/3yIYIubxgQTw19zMjQZOh0IVvUiIkETIZCEYMNCU1/sJoaow2p/BLzeOCCAo5NWBAPBVAAAAAgkwAAAA/GHgQBjwZ8mgtcnMDK5OwXy2H/egtcJ+g9A/k0C/PXs/fL7fmt8Jcm3+evmDHm76f37CL32H8nQcCPzeiBJy2LgUuK2FoLgEY5KX8N5lGv5wrXLYfXNYuBH4c4AHWFpHdP2zvALgBA+2YDxJJqTKzUOz9/ggARGNCAAEAgAKCTHABQGWjCtMm8vFh7gAWwMAQZCBcPoSgbWl1vPDf9TAGuxQHGHDNXxhYGAKEAlITAYk1GLqRWcPAXMIVifIPYUP4ywG+Eugtv99qCN48SGox51xtrSYAjgbBi/sqor/QrT5yl4KY9UVNXz5/wz/BSiKQsiYMOofnGlUdv+B2gAAAAIJMAAAAQ1h4GAY8GfJoLJydgvlsP+9Ba4T9B6B/JoF+evZ++X2/Nb4S5Nv89fMGPN30/v2EXvsP5Og4Efm9ECTlsXApcVsLQXAIxyUv4bzKNfzhWuWw+uaxcCPw5wAJp/pdPvtE0yHkZVhd3yAfjJO4AKqI2Rqb//O8N8BOgBZQABARwc2dMAfH/cO3BuXj0WLWFim8jFy98EAAeAYe+EAAIH4AAgRgA4HsAPDol1omCRRkMJXfgKGGRAL9fwalfitGFFoDfCXQW3++1BHw17fjLnEc9zMV3IrKjdAw0Bcww7q8Eba056W/v+gSvDPCSAAEAwbowc5paB2ElSv/3/+b/WWt+34Pf+1AjBEVzlUgP+B2gAAAAIJMAAAATNh4IAY8GfJoLJydgvlsP+9Ba4T9B6B/JoF+evZ++X2/Nb4S5Nv89fMGPN30/v2EXvsP5Og4Efm9ECTlsXApcVsLQXAIxyUv4bzKNfzhWuWw+uaxcCPw52BQEXgmaHYZ7Byf+B7DYY4AdblzC/ABJGwiw/DSoqXFIrZRo+IGiAAKDuQlsmCoboA5LWmaF4qYqAwAAgBUA4QgACCKgAAgTYASyJh+BHQsF/LGNPIYnC6UqIZplL2AA4BDloHWqdE4VARanN30CQOcG/BC/HAN9zSQHnwl0Ft/vtQR8lkEv2vyeH2HYeQeQVgwQABAGJsIRfJP62QlRNfrfSL/5hdRJb9Wk/vd/7Pvv/9sD86CU09Ay16/+dEQnUqO6ru1/yjgBcjUEyffgGFPKIERRisp7lv8DtAAAAAAgkwAAABGGHgoBjwZ8mgsnJ2C+Ww/70FrhP0HoH8mgX569n75fb81vhLk2/z18wY83fT+/YRe+w/k6DgR+b0QJOWxcClxWwtBcAjHJS/hvMo1/OFa5bD65rFwI/DnYEwNf7B+GOAaZNzbAUDW7mhNglQyDRvbr8fr8BJFOhgAGCWIspVAA2B97/ggACIQgkIAAQFgAOB4lh1CnAB0gzcOUOvAyROPP9gMHVfMAJAZQME2Fm5zBxOPlwjsdYIYb9HhbnX6fDrhLoLb/fagj5LJlyeIgZT+FeIITZTzfxnOpNEJ6R7v/mBeGeHXC01Kr8NOODvIAD1oHTJ+vo0yxaC7gACAZfYAKat/r/wz9SRJCbIRGZAw6/wKGkqUkf8DrAAAAACCTAAAAD1YeDAGPBnyaCycnYL5bD/vQWuE/QegfyaBfnr2fvl9vzW+EuTb/PXzBjzd9P79hF77D+ToOBH5vRAk5bFwKXFbC0FwCMclL+G8yjX84VrlsPrmsXAj8OdgTA1/sHJ/4mHOAVAxOoECYPms5ifi4wC2IR5TOAEmdoWrj9WHYb4MgkAkistK/eASakO1qOyX7/9oWbwo6nV1/3/FICU06b/+frhLoLb/fagj5LJlyfr4V0LHrlLAozhSaeOd9fnT0XL9HhlFFqr/n/8Pwz3Q4AO+YOjHb+0UERLzMQyGb+9/hLbCJEUS8zHx8/9PIgl5jDIT7/gdYAAAAACCTAAAADqYeDgGPBnyaCycnYL5bD/vQWuE/QegfyaBfnr2fvl9vzW+EuTb/PXzBjzd9P79hF77D+ToOBH5vRAk5bFwKXFbC0FwCMclL+G8yjX84VrlsPrmsXAj8OdgTA1/sH4c4yAAgByHLX1adLykuAPVX2dWGYb5zrZcYRPwG3cCWIYLUwAz62yh+Aq/TpzRgBBtEhlf4ZCX8RGJ2Q5lcT1LXCXQW3++1BHyWTL8K6F0GE+FZG8e8+sMIo/wPl6sevDNWM5AJsI9Ocq/EWIgWGuPfbX9v3GkqUkf/O2Lo5KxWM/GZjd1OdXF9awwwOsAAAAAgkwAAAA52HhABjwZ8mgsnJ2C+Ww/70FrhP0HoH8mgX569n75fb81vhLk2/z18wY83fT+/YRe+w/k6DgR+b0QJOWxcClxWwtBcAjHJS/hvMo1/OFa5bD65rFwI/DnYEwNf7B+HPACCAbbGWPfL/CPXyk/xMEMMcOAAFpaMuXjoOfIvb+OPGbvrNvfgBxVtyLl0DwAzywOvWEY1//euEugtv99qCPksmX4V0LYMJIPWvuznX1n3kcrsexMEMK7VTAAd4K6jD9+oBY7ssRN83/Gmmu4/4TvCAsRjCPZjvrf/t2aCT6BDv/P6Dxz/A6wAAAAAIJMAAAAMth4SAY8GfJoLJydgvlsP+9Ba4T9B6B/JoF+evZ++X2/Nb4S5Nv89fMGPN30/v2EXvsP5Og4Efm9ECTlsXApcVsLQXAIxyUv4bzKNfzhWuWw+uaxcCPw52BMDX+wfhzx5oXlCB+T/w3DHAsP0Z6Z0Yo5neAC7fPJFs/3z0AR40UsARu2ryDtN4WV/8+uEugtv99qCPksmX4V0LYOA9fjwvfbhuFbdrwJb0rKAv6DB4tWTViN8/6AEYNAT7s73//VOWIL6Eq5Y/7//A6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</div>
</div>
</section>
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<h3>How WordPred was created</h3>
<div class="slideContent">
<p><small> The text data used to create WordPred was extracted from news, twitter and blogs sources. First, the data was transformed into corpus, tokenized and ngrams of 2 to 5 words were generated. </small></p>
<p><small> Next, a dataframe was created using the ngrams, its last words and their frequencies, alongside with a function. Given an input, the function uses a Back-Off strategy, therefore, it extracts the last words up to 4, searches the data frame on the 'input' column and returns the words from the 'prediction' column, based on the 'frequency' column. If no match is found, this process is repeated with a smaller ngram each time. </small> </p>
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<img 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xInQsv3U1mDHTF2nhuN+XQTqg3RYi+GuQs4296qpOZ2IkM3vDtolunTQTYvinEyW+wd+qbjtKrvVcOMMUNtS6xPju+nsDq3U0VHUg431cmjikemXqPJlpcGzapez4G0uVVDNO+mO7PoME2+m0iEtlaLIm+0o0VT12DdhGnjrBaDniPTGznuPssJbXPU24HcVvZWfTrIA9VHW8bw9rCqj9qYqRS/V53BfNN1cMmunFZWsqPrJliyK5VTeZOMrGO5WWWshlguXXiNJ1/GRIYJlObcGyfXSKKEuVgL131aQsj9Jfhr/3VCOx+zJ7sDw8orRJ9BlNMZeqit8fGH2wK/kn7y8BpPHv4GCrk0fKNOHl7jyTP2BgohhNwHaIaEECLQDAkhROCPyBNCiGCb4U9/yNu25OX5yOsJUEOThdd48jBNJoQQgWZICCECzZAQQgSaISGECDRDQggRaIaEECLQDAkhRLjDzxnOY2k7iUZxA/tmy0jiBawXgJ3HO2iaTeRiXPczcPHCOgrYweOd+9NjfM7w5VCtLKaGvzW/jd0RvsDIcIA4CuvyRoubVULIraa58xjFYtEr5XoPvfqTkQESzZAQck+Yx8NUFwcBGUVomrwt+WPZSx817cygW36MnaZGUIvwos/2LoobjtfOL20j2SjCrA6sO8u7QC6HGa30Hee0b7ZLGFuvWxKnjUiF5pewnXP20i+Brduvx1nzh8S9eh3dlOWkyXpMstE/l3/dS5Of4a2Av4mEE5bCOSltU/oihRn3mvr7sFc3GgvWVLg2Bo9r7xrtmX5tdlNIzWha1EDSa2NQN7cBpslXgOhufepJ4PRKaGRYF6G95aaM80kR84FnhPFm2Qs9d5ET4Z0vt5zJ6TyeHreL9kzGpKTaZg5W3W2zAct7Vwyxv+Gdt7jbRerhvLNd/tBFcf1dU7cjbbqWeT6aYohl1Hv6RpE2aIRXRsQelMw1dQci009l1ZMtAr3+zrZiUfrBOo82tE5HMvc4HWiXxDoNkRQsGYiLMiAeFzK+Nm6XEZKrQLSSsdB8FtzxoWaox8WNG84nZ9BuqEFMwxKb3PGpaf9JXXeU042nvetOXO6j0Y7AmtZlaTPS9oWv+3giuf1o9A2wje1tKRpdWFP2eeNTlq9tnSs4kBiC3AT8czTaTzIiOv0nRSP5iCMCxyjt7Rrp+bQxoDe/NlQ3EaQWjR7syM/ClCtEiTqfmBM3T7rijYtY8pyS3CvUn7oazJn1EYSaoRpK1za5eSStvrCunPgUrF4Xx2Y1GDXCRVgHJhIo1yXhcZi2AiJJcuPoeRGaKW7EmOmibLbtuiOZasMsjkZTYF9bQVGfySgaSTVN3iS7b2hQ17WDuWDG3ECR6K0rqXIhCav5zMwdHkOSU5PaOMw/TIlzOvXH3R5mku7wKyZ6nlzVPjYFN+PV4x6OTJM1Euiha1xT/0B3r/1GGzOZghedxiUt8k593EVvJumlTxrlkleDE6E97KeyBjti7J4Yjfl0E6oN0WJvBpkLONv+ht5RdLRD7gvOdJ/rG0GMvZu83xDrE6/rp7A6t7OLrqQcbqqTw643KWmnp14alNSB+xxImzt1WDk33UmiOzJN1hQJXlpUsMTkTI2O/LvdFBbNa9JJe+/UzR0ctGeQM3XJwBfVtKcG7PaZT00G6ady3fL6Qote6mDdhGnjrBb1pt8om9MbOe4+i3Ft09UzuftoENXFyZguH//QtTvhfc03FIbvSpObC+90Th5e48kzJjLUOzDujZNrJF5AZqaN6z4tIeT+Ev6coaQUOtl9HR970kjQe3zwFj4Hdp9h1DJ5eI0nD38DhVwavlEnD6/x5Bl7A4UQQu4DNENCCBFohoQQIthzhmaZEELuLbYZvvjBe2aVkIsjGgI1NFl4jScP02RCCBFohoQQItAMCSFEoBkSQohAMySEEIFmSAghAs2QEEIEmiG5dSRKm9gsJcwaIX4SKG1WRusju4JKZQVZszoMzZAQcnfI5pEe+XNIYpJzMbM8GpohIeSOoIYH1GojfjJETDJxVEPLrI4i+ON4GlLOdbD2aAvOt6hlsVKZQ2ftEbaONBRd7jtwq4qF1T17MbtSwezhAszqwLqzXAXyedge7TvOad9sl5dcq0XlT9vCoy09++D5WlWnPU2XSvLqOuk0YgNtkesk7KNiI/tItZU3o3SvZjQWrKmX0YacWFIl4KiTRjrWQnXhELNeGz3UbB3bK7cCfhxvPI7WtuS/kv2vow9F9TOLQ1sD+u8qRjlFcGS4V0VNhPa2m3pnZ0XMTz0jTBytYWFhwS5V5M89hxPL64vR46poxebgHKZt5hGtuW0eIuq9K7ROVL3lnEuPQ76f90fSUac9GuGNZaCP1AhnD01fLmBN9WSL4Ahbj9w+XkMtenltyIkRlYF4QcTfkpCh38btMkJyDmTwKyVEQyM6NruSB6qjDdBPSJp8hHek3YRxw+xsDK1DbS6GqNik/6R71ZruKNIcT8t7UXs4bEUQtYdqaTPSwlOvzT1UvVBX6yJIL1dQqWjR0T2KB+ZkvVp17B9JXi3+Pko8iOqIaPqygmUxtogjAsco7e0a6fm0MaC382tDo86qOfHR84544zJWgmbPyS1GIr/lKJ56WWwfjRbnOmtephpG6Jzh0dZTdGyTy2I22hfWlZN4gGivE5LPa5rjjv4c2W87PS9CM8WNGHVaxmyrumJQbZjF0ZxTG3urdv3hrJqmpFPnGbnJrSAhUX9M/sv7B1gZ+Cori8i7y95gqfuN7v8xN1AkeutIqlyaRfToHeO6LXSQNqmNQzafFud06ludHmKz7vArJmoG/VDsY9PIe6N21v4jHOR8vRjmqN47gROh5fuprMGOGDvPjcZ8urlibeytSmpuJzLU013haOuRbzDU/u05A+5qGau+7fbUnD14jh4wx95N3jsU6xOv66ewOrdTRcdz2wryqHqTlRpNtrw0aFb1eg40168hmnfa0+M6Xip09nyVzdK5UnJyA5EIba0W9UZxLZq6BuvmarSh6ZK7z3LA3BK55+jdZPknuGRXTisr2dF1EyzZlcqpvElG1rHcrDJWQyyXLrzGky9jIsOE/aCic+PkGkmUMBdr4bpPSwi5v4Q/Z5iP2bl3/3mdyaHPILqPnt3G58DuM3wGbvLwGk8e/gYKuTR8o04eXuPJM/YGCiGE3AdohoQQItAMCSFE4I/IE0KIYJvhT3/I27bk5fnI6wlQQ5OF13jyME0mhBCBZkgIIQLNkBBCBJohIYQINENCCBFohoQQItAMCSFE4HOG5NJc9zNw8cI6CtjB452m2XL34XOGPuIFrC/G0Sw/hi0Bez0F9/vPXdq7RWzsx1FYX0TKVPbq5UDdMDIkhNwS1Ni2sV2w0PX/NHJTBsZiEUW3lOvo9ep4sq+V0zg5cOt20U0VUIjbR52BZkgIuSU0sfNYTO3xE3TNllHMP0yhe7Ajeyv72LdNUdlHox2BNW1WhwhOk+eXsJ3povzYbXQeS9sZdO3QdDD0lHgUxQ3njPNL20g2NDy1VwfW7eVuHVYqBYSEq+R2EZbCOSltU0bkFGZcnai2cjPODjKCOxoL1pSjvRycI9qo1y3Z202TB49zUiPdLKlTQd4+3RRSM23sFhtIem30RH4mxbolME32o30unbszqg9FK+tTeOL5lh/VURKN4obY4lmCI8P9J6jLSd9yQ8r5pIj5wDPCeLPshaW7yInwAmLPIWZktx05hkZ4f4ikLBGgaMU1wmTD005Z9WRrx4z69vYy6lbGpDOqtxwsGTyduoYMpq5jum8K97hdILckkjdEUrBkIC6K+I8LGV8bt8sIyfmJaz83nw0aoWpuW9LrECNUQtLkJp5Ji3HjhvPJGbQb2sw0LLHJHZ+a9p/UdUeR5njaXvhK7gu9+hNPgPEpS0bEnBHnNhbF2CJu3uKJViM9N50Z1ts+ntTdCSOpk/1Si05b23bkZ2HKFaI3byRqPumKNy5iyXNKcvfQ4K2Lg+GRbn/DDIKaHWwHaiB0zrC5c4CubXLzSFp9YRFyGfSOniNOU9yIUadlzLbdttk5PiX2FoamwL62gqI+84ZoJNU0JXU/z8hNbhfqVd1GYOSnA+mGCGsmOdoNx9xA2UejK25bSPpCz2N0kTKpjYNOWMLUH3d7vpOJiZqpIUIUJ0J72E9lDXbE2D0xGvPpxtZVCg+9A+bx0EuTRYu9GWQu4Gz7G5Ka24kM3fCuYfdp99isGebnfVqLo5BxM9yzjL2bvN8Q6xOv64eeOrejt6gXTWqyjRx2vTlAjSbbXhqU1IGbkD4SoZXrFnJGO1o0bQnWjehtpw4r5+6fRNdLk89qcXu9MHK6Rm/kuPssxrVNV8/krjBtRWQ8HerX4ylkXG1sO/c6vPtyQ4x/6Nqd8A5qgdx7eKdz8vAaT54xkWF4WEkIIXeFYDO07+yFh5WEEHJX4GeTyaVhCjd5eI0nz9gbKIQQch+gGRJCiEAzJIQQwZ4zNMuEEHJvsc3wxQ/eM6uEXBzREKihycJrPHmYJhNCiEAzJIQQgWZICCECzZAQQgSaISGECDRDQggRaIaEECLcHDNMlLC5WULCrA6SxUplRf5PiEplE5ul0UohZJAESpsVVCpOCdMNI0NCyB0mhudPF7CwoKWKTrqEID+kGRJC7jB72Nszi7J82IogGjOrQ4R+HK8iaevaoy0436KmqeocOmuPsHWkoecy0u7v8rSqWFh1zphdqWD2cAFmdWDdXu7UEE2ngdoaHm35vp9N0+QS8FTazpuGW1W3HT33LA4XVuXP0dUVVPLuX9STpvQ1mVV/XauGWlSGgS1fPblywj4qpiltSRTUkT6PuTrx91GvZjQWrCmn//Myxist1GpR2XvL6GfwOE8zRk9HnTTSsRaqC4eY9doY0swtgB/HuwqGfGQYNUP5Z2QpbW6eSkjprGdXTisrWVlOyPbKqeTe3n5ict66Lq9k+23413VZDPZU7Mmr90qidLpZ8bVrr6+cZu367OmKu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<h3>How to use WordPred</h3>
<div class="slideContent">
<p>To use WordPred, acess the link <a href="https://mirandeli.shinyapps.io/wordpred/">https://mirandeli.shinyapps.io/wordpred/</a> </p>
<p>On the left side of the page, input a phrase of your choice and press the buttom “Submit”.</p>
<p>A few seconds later the app will return three words below the buttom as possible next words for the phrase you typed. </p>
<p>On the right side of the page Instructions and further information can be found </p>
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