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week 3 tutorial in various formats
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12 <meta name="author" content="Aaron Shaw" />
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14 <meta name="date" content="2020-09-28" />
15
16 <title>Week 3 R Tutorial</title>
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30 }
31 @font-face {
32 font-family: 'Raleway';
33 font-style: normal;
34 font-weight: 700;
35 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39 <script>/*!
40  * Bootstrap v3.3.5 (http://getbootstrap.com)
41  * Copyright 2011-2015 Twitter, Inc.
42  * Licensed under the MIT license
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54 <script>/*! Respond.js v1.4.2: min/max-width media query polyfill * Copyright 2013 Scott Jehl
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58 // Only run this code in IE 8
59 if (!!window.navigator.userAgent.match("MSIE 8")) {
60 !function(a){"use strict";a.matchMedia=a.matchMedia||function(a){var b,c=a.documentElement,d=c.firstElementChild||c.firstChild,e=a.createElement("body"),f=a.createElement("div");return f.id="mq-test-1",f.style.cssText="position:absolute;top:-100em",e.style.background="none",e.appendChild(f),function(a){return f.innerHTML='&shy;<style media="'+a+'"> #mq-test-1 { width: 42px; }</style>',c.insertBefore(e,d),b=42===f.offsetWidth,c.removeChild(e),{matches:b,media:a}}}(a.document)}(this),function(a){"use strict";function b(){u(!0)}var c={};a.respond=c,c.update=function(){};var d=[],e=function(){var b=!1;try{b=new a.XMLHttpRequest}catch(c){b=new a.ActiveXObject("Microsoft.XMLHTTP")}return function(){return b}}(),f=function(a,b){var c=e();c&&(c.open("GET",a,!0),c.onreadystatechange=function(){4!==c.readyState||200!==c.status&&304!==c.status||b(c.responseText)},4!==c.readyState&&c.send(null))};if(c.ajax=f,c.queue=d,c.regex={media:/@media[^\{]+\{([^\{\}]*\{[^\}\{]*\})+/gi,keyframes:/@(?:\-(?:o|moz|webkit)\-)?keyframes[^\{]+\{(?:[^\{\}]*\{[^\}\{]*\})+[^\}]*\}/gi,urls:/(url\()['"]?([^\/\)'"][^:\)'"]+)['"]?(\))/g,findStyles:/@media *([^\{]+)\{([\S\s]+?)$/,only:/(only\s+)?([a-zA-Z]+)\s?/,minw:/\([\s]*min\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/,maxw:/\([\s]*max\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/},c.mediaQueriesSupported=a.matchMedia&&null!==a.matchMedia("only all")&&a.matchMedia("only all").matches,!c.mediaQueriesSupported){var g,h,i,j=a.document,k=j.documentElement,l=[],m=[],n=[],o={},p=30,q=j.getElementsByTagName("head")[0]||k,r=j.getElementsByTagName("base")[0],s=q.getElementsByTagName("link"),t=function(){var a,b=j.createElement("div"),c=j.body,d=k.style.fontSize,e=c&&c.style.fontSize,f=!1;return b.style.cssText="position:absolute;font-size:1em;width:1em",c||(c=f=j.createElement("body"),c.style.background="none"),k.style.fontSize="100%",c.style.fontSize="100%",c.appendChild(b),f&&k.insertBefore(c,k.firstChild),a=b.offsetWidth,f?k.removeChild(c):c.removeChild(b),k.style.fontSize=d,e&&(c.style.fontSize=e),a=i=parseFloat(a)},u=function(b){var c="clientWidth",d=k[c],e="CSS1Compat"===j.compatMode&&d||j.body[c]||d,f={},o=s[s.length-1],r=(new Date).getTime();if(b&&g&&p>r-g)return a.clearTimeout(h),h=a.setTimeout(u,p),void 0;g=r;for(var v in l)if(l.hasOwnProperty(v)){var w=l[v],x=w.minw,y=w.maxw,z=null===x,A=null===y,B="em";x&&(x=parseFloat(x)*(x.indexOf(B)>-1?i||t():1)),y&&(y=parseFloat(y)*(y.indexOf(B)>-1?i||t():1)),w.hasquery&&(z&&A||!(z||e>=x)||!(A||y>=e))||(f[w.media]||(f[w.media]=[]),f[w.media].push(m[w.rules]))}for(var C in n)n.hasOwnProperty(C)&&n[C]&&n[C].parentNode===q&&q.removeChild(n[C]);n.length=0;for(var D in f)if(f.hasOwnProperty(D)){var E=j.createElement("style"),F=f[D].join("\n");E.type="text/css",E.media=D,q.insertBefore(E,o.nextSibling),E.styleSheet?E.styleSheet.cssText=F:E.appendChild(j.createTextNode(F)),n.push(E)}},v=function(a,b,d){var e=a.replace(c.regex.keyframes,"").match(c.regex.media),f=e&&e.length||0;b=b.substring(0,b.lastIndexOf("/"));var g=function(a){return a.replace(c.regex.urls,"$1"+b+"$2$3")},h=!f&&d;b.length&&(b+="/"),h&&(f=1);for(var i=0;f>i;i++){var j,k,n,o;h?(j=d,m.push(g(a))):(j=e[i].match(c.regex.findStyles)&&RegExp.$1,m.push(RegExp.$2&&g(RegExp.$2))),n=j.split(","),o=n.length;for(var p=0;o>p;p++)k=n[p],l.push({media:k.split("(")[0].match(c.regex.only)&&RegExp.$2||"all",rules:m.length-1,hasquery:k.indexOf("(")>-1,minw:k.match(c.regex.minw)&&parseFloat(RegExp.$1)+(RegExp.$2||""),maxw:k.match(c.regex.maxw)&&parseFloat(RegExp.$1)+(RegExp.$2||"")})}u()},w=function(){if(d.length){var b=d.shift();f(b.href,function(c){v(c,b.href,b.media),o[b.href]=!0,a.setTimeout(function(){w()},0)})}},x=function(){for(var b=0;b<s.length;b++){var c=s[b],e=c.href,f=c.media,g=c.rel&&"stylesheet"===c.rel.toLowerCase();e&&g&&!o[e]&&(c.styleSheet&&c.styleSheet.rawCssText?(v(c.styleSheet.rawCssText,e,f),o[e]=!0):(!/^([a-zA-Z:]*\/\/)/.test(e)&&!r||e.replace(RegExp.$1,"").split("/")[0]===a.location.host)&&("//"===e.substring(0,2)&&(e=a.location.protocol+e),d.push({href:e,media:f})))}w()};x(),c.update=x,c.getEmValue=t,a.addEventListener?a.addEventListener("resize",b,!1):a.attachEvent&&a.attachEvent("onresize",b)}}(this);
61 };
62 </script>
63 <script>
64
65 /**
66  * jQuery Plugin: Sticky Tabs
67  *
68  * @author Aidan Lister <aidan@php.net>
69  * adapted by Ruben Arslan to activate parent tabs too
70  * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
71  */
72 (function($) {
73   "use strict";
74   $.fn.rmarkdownStickyTabs = function() {
75     var context = this;
76     // Show the tab corresponding with the hash in the URL, or the first tab
77     var showStuffFromHash = function() {
78       var hash = window.location.hash;
79       var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
80       var $selector = $(selector, context);
81       if($selector.data('toggle') === "tab") {
82         $selector.tab('show');
83         // walk up the ancestors of this element, show any hidden tabs
84         $selector.parents('.section.tabset').each(function(i, elm) {
85           var link = $('a[href="#' + $(elm).attr('id') + '"]');
86           if(link.data('toggle') === "tab") {
87             link.tab("show");
88           }
89         });
90       }
91     };
92
93
94     // Set the correct tab when the page loads
95     showStuffFromHash(context);
96
97     // Set the correct tab when a user uses their back/forward button
98     $(window).on('hashchange', function() {
99       showStuffFromHash(context);
100     });
101
102     // Change the URL when tabs are clicked
103     $('a', context).on('click', function(e) {
104       history.pushState(null, null, this.href);
105       showStuffFromHash(context);
106     });
107
108     return this;
109   };
110 }(jQuery));
111
112 window.buildTabsets = function(tocID) {
113
114   // build a tabset from a section div with the .tabset class
115   function buildTabset(tabset) {
116
117     // check for fade and pills options
118     var fade = tabset.hasClass("tabset-fade");
119     var pills = tabset.hasClass("tabset-pills");
120     var navClass = pills ? "nav-pills" : "nav-tabs";
121
122     // determine the heading level of the tabset and tabs
123     var match = tabset.attr('class').match(/level(\d) /);
124     if (match === null)
125       return;
126     var tabsetLevel = Number(match[1]);
127     var tabLevel = tabsetLevel + 1;
128
129     // find all subheadings immediately below
130     var tabs = tabset.find("div.section.level" + tabLevel);
131     if (!tabs.length)
132       return;
133
134     // create tablist and tab-content elements
135     var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
136     $(tabs[0]).before(tabList);
137     var tabContent = $('<div class="tab-content"></div>');
138     $(tabs[0]).before(tabContent);
139
140     // build the tabset
141     var activeTab = 0;
142     tabs.each(function(i) {
143
144       // get the tab div
145       var tab = $(tabs[i]);
146
147       // get the id then sanitize it for use with bootstrap tabs
148       var id = tab.attr('id');
149
150       // see if this is marked as the active tab
151       if (tab.hasClass('active'))
152         activeTab = i;
153
154       // remove any table of contents entries associated with
155       // this ID (since we'll be removing the heading element)
156       $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
157
158       // sanitize the id for use with bootstrap tabs
159       id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
160       tab.attr('id', id);
161
162       // get the heading element within it, grab it's text, then remove it
163       var heading = tab.find('h' + tabLevel + ':first');
164       var headingText = heading.html();
165       heading.remove();
166
167       // build and append the tab list item
168       var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
169       a.attr('href', '#' + id);
170       a.attr('aria-controls', id);
171       var li = $('<li role="presentation"></li>');
172       li.append(a);
173       tabList.append(li);
174
175       // set it's attributes
176       tab.attr('role', 'tabpanel');
177       tab.addClass('tab-pane');
178       tab.addClass('tabbed-pane');
179       if (fade)
180         tab.addClass('fade');
181
182       // move it into the tab content div
183       tab.detach().appendTo(tabContent);
184     });
185
186     // set active tab
187     $(tabList.children('li')[activeTab]).addClass('active');
188     var active = $(tabContent.children('div.section')[activeTab]);
189     active.addClass('active');
190     if (fade)
191       active.addClass('in');
192
193     if (tabset.hasClass("tabset-sticky"))
194       tabset.rmarkdownStickyTabs();
195   }
196
197   // convert section divs with the .tabset class to tabsets
198   var tabsets = $("div.section.tabset");
199   tabsets.each(function(i) {
200     buildTabset($(tabsets[i]));
201   });
202 };
203
204 </script>
205 <style type="text/css">.hljs-literal {
206 color: #990073;
207 }
208 .hljs-number {
209 color: #099;
210 }
211 .hljs-comment {
212 color: #998;
213 font-style: italic;
214 }
215 .hljs-keyword {
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217 font-weight: bold;
218 }
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221 }
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369 <div class="container-fluid main-container">
370
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373
374 <div class="fluid-row" id="header">
375
376
377
378 <h1 class="title toc-ignore">Week 3 R Tutorial</h1>
379 <h3 class="subtitle">Statistics and Statistical Programming<br />
380 Northwestern University<br />
381 MTS 525</h3>
382 <h4 class="author">Aaron Shaw</h4>
383 <h4 class="date">September 28, 2020</h4>
384
385 </div>
386
387 <div id="TOC">
388 <ul>
389 <li><a href="#more-rstudio-rmarkdown-and-r-background-tips">More Rstudio, RMarkdown, and R background + tips</a><ul>
390 <li><a href="#working-in-base-r">Working in “Base R”</a></li>
391 <li><a href="#notebooks-vs.-scripts-vs.-other-ways-of-developing-r-code">Notebooks vs. scripts vs. other ways of developing R code</a></li>
392 <li><a href="#working-directories">Working directories</a></li>
393 <li><a href="#adding-comments-to-your-r-code-chunks">Adding comments to your R code chunks</a></li>
394 <li><a href="#importing-datasets-from-libraries-the-web-and-locally-on-your-computer">Importing datasets from libraries, the web, and locally (on your computer)</a></li>
395 </ul></li>
396 <li><a href="#more-complicated-variable-types">More (complicated) variable types</a><ul>
397 <li><a href="#factors">Factors</a></li>
398 <li><a href="#lists">Lists</a></li>
399 <li><a href="#matrices">Matrices</a></li>
400 <li><a href="#data-frames">Data frames</a></li>
401 </ul></li>
402 <li><a href="#vectorized-operations-apply-functions-and-beyond">Vectorized operations: “Apply” functions and beyond</a></li>
403 <li><a href="#some-basic-graphs-with-ggplot2">Some basic graphs with ggplot2</a></li>
404 </ul>
405 </div>
406
407 <div id="more-rstudio-rmarkdown-and-r-background-tips" class="section level2">
408 <h2>More Rstudio, RMarkdown, and R background + tips</h2>
409 <p>Last week, I encouraged you to learn some basic things about RStudio, RMarkdown, and R in order to get started. All three have a vast (overwhelming?) number of available options, opportunities for customization, and documentation. While I think you’ll be able to do most of what you need for the course with what I’m providing in these tutorials and/or links to other resources, you should absolutely explore further (I’ll keep adding materials to the list of resources on the course wiki page. In the meantime, here are a few more things that I think are likely to be useful in the coming weeks of our course. Partly, I want to keep introducing other “features” of these tools that may not have been obvious. I also want to continue to explain some of the choices I’ve made in how I introduce you to these resources and encourage you to explore more broadly, cultivate your own preferences, and find ways to work in R that suit your goals, needs, and skill level.</p>
410 <div id="working-in-base-r" class="section level3">
411 <h3>Working in “Base R”</h3>
412 <p>You may encounter a distinction between what people often call <em>Base R</em> and other tools or software packages. <em>Base R</em> usually refers to the syntax and functions that R employs without the addition of extra libraries or packages (or with libraries and packages that merely extend that syntax rather than develop an entirely different syntax). The most common syntax people currently use that is not Base R comes from a large family of packages called <a href="https://www.tidyverse.org/">the Tidyverse</a>. The Tidyverse is maintained and distributed by the same organization that maintains and distributes RStudio. The Tidyverse packages provide a suite of tools developed to facilitate data science and statistical analysis with a programming syntax (or “grammar” as the creators might prefer) designed to overcome some of the initial obstacles and idiosyncracies of Base R.</p>
413 <p>For the purposes of our course, you might want to learn more about Tidyverse code and packages. You will almost certainly encounter example code snippets and suggestions around the web that assume you are familiar with the Tidyverse syntax and software. Indeed, those of you who are accustomed to working in Python or other “modern” programming languages may find it easier to work with the Tidyverse than with Base R. Books like those by Healy and Wickham and Grolemund linked from the course wiki page forego almost any introduction to Base R in favor of working almost exclusively within the Tidyverse.</p>
414 <p>All of this is a bit far out in the weeds, so let me skip to the key takeaway: I start off teaching you Base R and will not require you to learn the Tidyverse. That said, I strongly encourage you to embrace the Tidyverse, especially as you become familiar with some of the basic tasks and operations you can perform with Base R. I especially encourage you to become familiar with the <code>ggplot2</code> package as it produces visualizations superior to those you can make in Base R in almost every way. My rationale is that even the Tidyverse packages and syntax operate <em>within</em> the R software environment and rely on the underlying functionalities of Base R. In that respect, starting with Base R provides you with a foundation that should allow you greater flexibility as you deepen your R skills. You will not be constrained to any particular software package within R.</p>
415 </div>
416 <div id="notebooks-vs.-scripts-vs.-other-ways-of-developing-r-code" class="section level3">
417 <h3>Notebooks vs. scripts vs. other ways of developing R code</h3>
418 <p>My first tutorial made at least one other leap/assumption worth noting. If you’ve taken other introductory courses or tutorials in data science or programming with R or Python, you may have interacted with other languages/tools via software “Notebooks.” Notebooks are a type of software development environment that make it possible to work with text and execute code alongside each other. Sound familiar? It should! The R Markdown scripts I’ve introduced and suggested here are similar in many ways. The big difference is that in a notebook you can iteratively execute code chunks and view the results of that execution as you go along.</p>
419 <p>Notebooks are fantastic software development and learning tools and R Studio/R Markdown support them as well. You can learn more via the <a href="https://rmarkdown.rstudio.com/lesson-10.html">R studio documentation</a>, the (much more exhaustive) <a href="https://bookdown.org/yihui/rmarkdown-cookbook/notebook.html">R Markdown “cookbook”</a>, and try one out by selecting the ‘File → New File → R Notebook’ from the R Studio dropdown menus.</p>
420 <p>My attitude here is analogous to my thoughts on the Tidyverse. Even if you wind up working primarily/exclusively in Notebooks, you should have some grounding in working with R via the console, scripts, and “regular” R Markdown files. This is because R Markdown Notebooks rely on all of these tools as well and by knowing even a little bit about what’s going on in the background you’ll be better able to deepen your knowledge and extend your work beyond the limitations of Notebooks.</p>
421 <p>tl;dr: If you (want to) love Notebooks, you can/should use them. I wanted to make sure you knew how to work with some more foundational stuff too.</p>
422 </div>
423 <div id="working-directories" class="section level3">
424 <h3>Working directories</h3>
425 <p>The concept of “working directories” refers to the location on your computer where R is running, looking for files, and/or storing output files. Sounds simple enough, but managing working directories seems to often induce confusion as you start working with external datasets from the web or stored locally elsewhere on your computer.</p>
426 <p>For your purposes here, the simplest way to manage/avoid working directory issues may be to select an option from the “Session → Set Working Directory” dropdown menu in RStudio. My best guess is that while you’re working on a given .Rmd file you’ll be happy most of the time if you choose the “To source file location” option. That said, you might have other preferences and I don’t mean to suggest this as a rule/requirement. Whatever the case, when you choose that menu option, you’ll see RStudio generate something at the console that might look a bit like this:</p>
427 <blockquote>
428 <p><code>&gt; setwd(&quot;~/Documents/Courses/2020/stats/r_tutorials&quot;)</code></p>
429 </blockquote>
430 <p>This <code>setwd()</code> (“set working directory”) command is what R calls under the hood to..set the working directory. You can also ask R to tell you where your current working directory is with the related command, <code>getwd()</code>. Try running it just like that with nothing in the parentheses to see what it returns.</p>
431 <pre class="r"><code>getwd()</code></pre>
432 <pre><code>## [1] &quot;/home/ads/Documents/Teaching/2020/stats/r_tutorials&quot;</code></pre>
433 <p>Whatever this says is where R thinks it’s “doing stuff” on your machine, so, in the scenario where you are asking R to load a dataset from a file stored somewhere else on your computer, R might struggle to find any files located elsewhere unless you point to exactly where it lives. More on this in one of the examples below.</p>
434 </div>
435 <div id="adding-comments-to-your-r-code-chunks" class="section level3">
436 <h3>Adding comments to your R code chunks</h3>
437 <p>The concept of “comments” in code is pretty intuitive. A comment is just some text that the programming language interpreter ignores and repeats. Comments are generally inserted in code to make it easier for people to read in various ways. R interprets the <code>#</code> character and anything that comes after it as a comment. R will not try to interpret whatever comes next as a command:</p>
438 <pre class="r"><code>2+2 </code></pre>
439 <pre><code>## [1] 4</code></pre>
440 <pre class="r"><code># This is a comment. The next line is too:
441 # 2+2</code></pre>
442 <p>Comments are often less common in the context of R Markdown scripts and notebooks. That said, you may encounter them in examples, R documentation, and elsewhere. You may also want to use them to leave notes for yourself or the teaching team in your R scripts. Whatever the case, it’s good to know how to comment.</p>
443 </div>
444 <div id="importing-datasets-from-libraries-the-web-and-locally-on-your-computer" class="section level3">
445 <h3>Importing datasets from libraries, the web, and locally (on your computer)</h3>
446 <p><TODOTODOTODO>. You will want to import datasets.</p>
447 </div>
448 </div>
449 <div id="more-complicated-variable-types" class="section level2">
450 <h2>More (complicated) variable types</h2>
451 <p>In the previous tutorial we introduced some basic variable types (numeric, character, and logical). Here are some other common Base R variable types that you will encounter and need to learn to recognize/manage in your work:</p>
452 <div id="factors" class="section level3">
453 <h3>Factors</h3>
454 <p>Factors usually work like character variables that take a finite and pre-specified set of values. They are useful for encoding categorical variables. You can create them with the <code>factor()</code> command or by running <code>as.factor()</code> on a character vector.</p>
455 <pre class="r"><code>## Create a vector of cities as a factor:
456 cities &lt;- factor(c(&quot;Chicago&quot;, &quot;Detroit&quot;, &quot;Milwaukee&quot;))
457 summary(cities)</code></pre>
458 <pre><code>##   Chicago   Detroit Milwaukee 
459 ##         1         1         1</code></pre>
460 <pre class="r"><code>class(cities)</code></pre>
461 <pre><code>## [1] &quot;factor&quot;</code></pre>
462 <pre class="r"><code>## Create another vector as a character first...
463 more.cities &lt;- c(&quot;Oakland&quot;, &quot;Seattle&quot;, &quot;San Diego&quot;)
464 summary(more.cities)</code></pre>
465 <pre><code>##    Length     Class      Mode 
466 ##         3 character character</code></pre>
467 <pre class="r"><code>class(more.cities)</code></pre>
468 <pre><code>## [1] &quot;character&quot;</code></pre>
469 <pre class="r"><code>## ...and coerce it to a factor:
470 more.cities &lt;- as.factor(more.cities)
471 summary(more.cities)</code></pre>
472 <pre><code>##   Oakland San Diego   Seattle 
473 ##         1         1         1</code></pre>
474 <pre class="r"><code>class(more.cities)</code></pre>
475 <pre><code>## [1] &quot;factor&quot;</code></pre>
476 <p>You can usually run <code>as.factor()</code> to coerce other kinds of variables into a factor; however, be warned that doing so has some risks as R may not share your intuitions about what ought to happen. Whenever you coerce or convert or reshape data you should immediately run something like <code>summary()</code> and <code>class()</code> to inspect the results and confirm whether the results seem to align with your aspirations.</p>
477 </div>
478 <div id="lists" class="section level3">
479 <h3>Lists</h3>
480 <p>Lists are a bit like vectors, but can contain many other kinds of object (e.g., other variables). In this sense they are more of a data structure than a type, but for the purposes of R, the distinctions between data structures and types are a bit mushy…</p>
481 <pre class="r"><code>cities.list &lt;- list(cities, more.cities)
482 class(cities.list)</code></pre>
483 <pre><code>## [1] &quot;list&quot;</code></pre>
484 <pre class="r"><code>cities.list</code></pre>
485 <pre><code>## [[1]]
486 ## [1] Chicago   Detroit   Milwaukee
487 ## Levels: Chicago Detroit Milwaukee
488 ## 
489 ## [[2]]
490 ## [1] Oakland   Seattle   San Diego
491 ## Levels: Oakland San Diego Seattle</code></pre>
492 <p>We can name the items in the list just like we did for a vector:</p>
493 <pre class="r"><code>names(cities.list) &lt;- c(&quot;midwest&quot;, &quot;west&quot;)
494
495 # This works too:
496 cities.list &lt;- list(&quot;midwest&quot; = cities, &quot;west&quot; = more.cities)</code></pre>
497 <p>You can index into the list just like you can with a vector except that instead of one set of square brackets you have to use two:</p>
498 <pre class="r"><code>cities.list[[&quot;midwest&quot;]]</code></pre>
499 <pre><code>## [1] Chicago   Detroit   Milwaukee
500 ## Levels: Chicago Detroit Milwaukee</code></pre>
501 <pre class="r"><code>cities.list[[2]]</code></pre>
502 <pre><code>## [1] Oakland   Seattle   San Diego
503 ## Levels: Oakland San Diego Seattle</code></pre>
504 <p>With a list you can also index recursively (down into the individual objects contained in the list). For example:</p>
505 <pre class="r"><code>cities.list[[&quot;west&quot;]][2]</code></pre>
506 <pre><code>## [1] Seattle
507 ## Levels: Oakland San Diego Seattle</code></pre>
508 <p>Some functions that operate on vectors or other data structures “just work” on lists. Others don’t or produce weird output that you probably weren’t expecting (if you’re coming to R from Python this may induce tears and gnashing of teeth). As a practical matter, you should not assume R will be perfectly consistent with how functions treat different variable types and inspect the output of commands to see what happens:</p>
509 <pre class="r"><code># summary works as you might hope:
510 summary(cities.list)</code></pre>
511 <pre><code>##         Length Class  Mode   
512 ## midwest 3      factor numeric
513 ## west    3      factor numeric</code></pre>
514 <pre class="r"><code># table produces something very weird:
515 table(cities.list)</code></pre>
516 <pre><code>##            west
517 ## midwest     Oakland San Diego Seattle
518 ##   Chicago         1         0       0
519 ##   Detroit         0         0       1
520 ##   Milwaukee       0         1       0</code></pre>
521 </div>
522 <div id="matrices" class="section level3">
523 <h3>Matrices</h3>
524 <p>Matrices are a little less common for everyday use, but it’s good to know they’re there and that R can help you do matrix arithmetic to your heart’s content. In my day-to-day work, I most frequently encounter matrices in R as an intermediate format used or generated by functions to complete specific tasks (e.g., running regression models). This means that I sometimes want/need to interact with matrix objects and, by extension, you might too.</p>
525 <p>An example is below. Check out the help documentation for the <code>matrix()</code> function for more.</p>
526 <pre class="r"><code>m1 &lt;- matrix(c(1:12), nrow=4, byrow=FALSE)
527 m1</code></pre>
528 <pre><code>##      [,1] [,2] [,3]
529 ## [1,]    1    5    9
530 ## [2,]    2    6   10
531 ## [3,]    3    7   11
532 ## [4,]    4    8   12</code></pre>
533 <pre class="r"><code>m2 &lt;- matrix(seq(2,24,2), nrow=4, byrow=FALSE)
534 m2</code></pre>
535 <pre><code>##      [,1] [,2] [,3]
536 ## [1,]    2   10   18
537 ## [2,]    4   12   20
538 ## [3,]    6   14   22
539 ## [4,]    8   16   24</code></pre>
540 <pre class="r"><code>m1*m2</code></pre>
541 <pre><code>##      [,1] [,2] [,3]
542 ## [1,]    2   50  162
543 ## [2,]    8   72  200
544 ## [3,]   18   98  242
545 ## [4,]   32  128  288</code></pre>
546 <pre class="r"><code>t(m2) # transposition</code></pre>
547 <pre><code>##      [,1] [,2] [,3] [,4]
548 ## [1,]    2    4    6    8
549 ## [2,]   10   12   14   16
550 ## [3,]   18   20   22   24</code></pre>
551 </div>
552 <div id="data-frames" class="section level3">
553 <h3>Data frames</h3>
554 <p>A data frame is a structured format for storing tabular data. More formally in R, a data frame consists of a list of vectors of equal length.</p>
555 <p>For our purposes, data frames are the most important data structure (or type) in R. We will use them constantly. They have rows (usually units or observations) and columns (usually variables). There are also many functions designed to work especially (even exclusively) with data frames. Let’s take a look at another built-in example dataset, <code>faithful</code> (note: you can read the help documentation on <code>faithful</code> to learn about the dataset):</p>
556 <pre class="r"><code>## This first command calls a dataset into my working &quot;Global&quot; environment and makes it available for subsequent use.
557 data(&quot;faithful&quot;)
558
559 dim(faithful) # Returns the number of rows and columns. Often the first thing I do with any data frame</code></pre>
560 <pre><code>## [1] 272   2</code></pre>
561 <pre class="r"><code>nrow(faithful)</code></pre>
562 <pre><code>## [1] 272</code></pre>
563 <pre class="r"><code>ncol(faithful)</code></pre>
564 <pre><code>## [1] 2</code></pre>
565 <pre class="r"><code>names(faithful)  ## try colnames(faithful) too</code></pre>
566 <pre><code>## [1] &quot;eruptions&quot; &quot;waiting&quot;</code></pre>
567 <pre class="r"><code>head(faithful) ## look at the first few rows of data</code></pre>
568 <pre><code>##   eruptions waiting
569 ## 1     3.600      79
570 ## 2     1.800      54
571 ## 3     3.333      74
572 ## 4     2.283      62
573 ## 5     4.533      85
574 ## 6     2.883      55</code></pre>
575 <pre class="r"><code>summary(faithful)</code></pre>
576 <pre><code>##    eruptions        waiting    
577 ##  Min.   :1.600   Min.   :43.0  
578 ##  1st Qu.:2.163   1st Qu.:58.0  
579 ##  Median :4.000   Median :76.0  
580 ##  Mean   :3.488   Mean   :70.9  
581 ##  3rd Qu.:4.454   3rd Qu.:82.0  
582 ##  Max.   :5.100   Max.   :96.0</code></pre>
583 <p>Some datasets are built-in to packages. Once you’ve installed the package (see the R Tutorial from Week 1 of the help documentation for <code>install.packages()</code>), you can call a dataset from that package by first invoking the package</p>
584 <p>You can index into a data frame using numeric values or variable names. The notation uses square brackets again and requires you to remember the convention of <code>[&lt;rows&gt;, &lt;columns&gt;]</code>:</p>
585 <pre class="r"><code>faithful[1,1] # The item in the first row of the first column</code></pre>
586 <pre><code>## [1] 3.6</code></pre>
587 <pre class="r"><code>faithful[,2] # all of the items in the second column</code></pre>
588 <pre><code>##   [1] 79 54 74 62 85 55 88 85 51 85 54 84 78 47 83 52 62 84 52 79 51 47 78 69 74
589 ##  [26] 83 55 76 78 79 73 77 66 80 74 52 48 80 59 90 80 58 84 58 73 83 64 53 82 59
590 ##  [51] 75 90 54 80 54 83 71 64 77 81 59 84 48 82 60 92 78 78 65 73 82 56 79 71 62
591 ##  [76] 76 60 78 76 83 75 82 70 65 73 88 76 80 48 86 60 90 50 78 63 72 84 75 51 82
592 ## [101] 62 88 49 83 81 47 84 52 86 81 75 59 89 79 59 81 50 85 59 87 53 69 77 56 88
593 ## [126] 81 45 82 55 90 45 83 56 89 46 82 51 86 53 79 81 60 82 77 76 59 80 49 96 53
594 ## [151] 77 77 65 81 71 70 81 93 53 89 45 86 58 78 66 76 63 88 52 93 49 57 77 68 81
595 ## [176] 81 73 50 85 74 55 77 83 83 51 78 84 46 83 55 81 57 76 84 77 81 87 77 51 78
596 ## [201] 60 82 91 53 78 46 77 84 49 83 71 80 49 75 64 76 53 94 55 76 50 82 54 75 78
597 ## [226] 79 78 78 70 79 70 54 86 50 90 54 54 77 79 64 75 47 86 63 85 82 57 82 67 74
598 ## [251] 54 83 73 73 88 80 71 83 56 79 78 84 58 83 43 60 75 81 46 90 46 74</code></pre>
599 <pre class="r"><code>faithful[10:20, 2] # ranges work too. This returns the 10-20th values of the second column.</code></pre>
600 <pre><code>##  [1] 85 54 84 78 47 83 52 62 84 52 79</code></pre>
601 <pre class="r"><code>faithful[37, &quot;eruptions&quot;] # The 37th value of the column called &quot;eruptions.&quot;</code></pre>
602 <pre><code>## [1] 1.867</code></pre>
603 <p>It is very useful to work with column (variable) names in a data frame using the <code>$</code> symbol:</p>
604 <pre class="r"><code>faithful$eruptions</code></pre>
605 <pre><code>##   [1] 3.600 1.800 3.333 2.283 4.533 2.883 4.700 3.600 1.950 4.350 1.833 3.917
606 ##  [13] 4.200 1.750 4.700 2.167 1.750 4.800 1.600 4.250 1.800 1.750 3.450 3.067
607 ##  [25] 4.533 3.600 1.967 4.083 3.850 4.433 4.300 4.467 3.367 4.033 3.833 2.017
608 ##  [37] 1.867 4.833 1.833 4.783 4.350 1.883 4.567 1.750 4.533 3.317 3.833 2.100
609 ##  [49] 4.633 2.000 4.800 4.716 1.833 4.833 1.733 4.883 3.717 1.667 4.567 4.317
610 ##  [61] 2.233 4.500 1.750 4.800 1.817 4.400 4.167 4.700 2.067 4.700 4.033 1.967
611 ##  [73] 4.500 4.000 1.983 5.067 2.017 4.567 3.883 3.600 4.133 4.333 4.100 2.633
612 ##  [85] 4.067 4.933 3.950 4.517 2.167 4.000 2.200 4.333 1.867 4.817 1.833 4.300
613 ##  [97] 4.667 3.750 1.867 4.900 2.483 4.367 2.100 4.500 4.050 1.867 4.700 1.783
614 ## [109] 4.850 3.683 4.733 2.300 4.900 4.417 1.700 4.633 2.317 4.600 1.817 4.417
615 ## [121] 2.617 4.067 4.250 1.967 4.600 3.767 1.917 4.500 2.267 4.650 1.867 4.167
616 ## [133] 2.800 4.333 1.833 4.383 1.883 4.933 2.033 3.733 4.233 2.233 4.533 4.817
617 ## [145] 4.333 1.983 4.633 2.017 5.100 1.800 5.033 4.000 2.400 4.600 3.567 4.000
618 ## [157] 4.500 4.083 1.800 3.967 2.200 4.150 2.000 3.833 3.500 4.583 2.367 5.000
619 ## [169] 1.933 4.617 1.917 2.083 4.583 3.333 4.167 4.333 4.500 2.417 4.000 4.167
620 ## [181] 1.883 4.583 4.250 3.767 2.033 4.433 4.083 1.833 4.417 2.183 4.800 1.833
621 ## [193] 4.800 4.100 3.966 4.233 3.500 4.366 2.250 4.667 2.100 4.350 4.133 1.867
622 ## [205] 4.600 1.783 4.367 3.850 1.933 4.500 2.383 4.700 1.867 3.833 3.417 4.233
623 ## [217] 2.400 4.800 2.000 4.150 1.867 4.267 1.750 4.483 4.000 4.117 4.083 4.267
624 ## [229] 3.917 4.550 4.083 2.417 4.183 2.217 4.450 1.883 1.850 4.283 3.950 2.333
625 ## [241] 4.150 2.350 4.933 2.900 4.583 3.833 2.083 4.367 2.133 4.350 2.200 4.450
626 ## [253] 3.567 4.500 4.150 3.817 3.917 4.450 2.000 4.283 4.767 4.533 1.850 4.250
627 ## [265] 1.983 2.250 4.750 4.117 2.150 4.417 1.817 4.467</code></pre>
628 <pre class="r"><code>mean(faithful$waiting)</code></pre>
629 <pre><code>## [1] 70.89706</code></pre>
630 <pre class="r"><code>boxplot(faithful$waiting)</code></pre>
631 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" width="672" /></p>
632 <p>Data frames are very useful for bivariate analyses (e.g., plots and tables). The base R notation for a bivariate presentation usually uses the <code>~</code> character. If both of the variables in your bivariate comparison are within the same data frame you can use the <code>data=</code> argument. For example, here is a scatterplot of eruption time (Y axis) over waiting time (X axis):</p>
633 <pre class="r"><code>plot(eruptions ~ waiting, data=faithful)</code></pre>
634 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N/vfhGOAtYiD4kb5k1f5lyuHvZHqqyDEaVSNHcp2ihaKXodC1W9Xxy5pgv2UMJPZeG5w8n3zTZcT0AXA5aVz9TCNl9l6UMCShC2PI5Ca3n581pZNJLP3hvhLwY/1UzLIf55OJxStMIwwm6vNWisaD2EF3tpjaIXpROJnRHuKkmWXU9ApwBHLOdeRy6nxiABJQhbxqOsueonfyUYUiXKQ9FA6Tf7NfMGN8aZhVEvjLU2knRYbbfXcYQoNt7Xi8XztsL3rOXGGhjuxJtmJ64noLMBy/9vfgTcnBqDBJQgbInBemtjspQe/lwIKojrkI9G6THOicHqILe1MQJGlW6FsNzaaIP3hZ9vYpT11B6Euohrk+sJ6B/ABcu5Dsjr1BgkoARhwxkbrboEP/ZSA43MTk2r9Lpdjo92kMMw8/EJA9qqdJuNSMt21SrO67LwklcxseT5AjaFTHIwriegj0KsZWHic6O+U2OQgBKEDZttMzz64R7P/4pQa8H2kU79jb0C9OVTrp57wm8zwfuxSq+kKigpezgt8xKTnCfr9cmKDs1UJv85DpcSUO9Ww+duuTYNQfJiMz8AmOHUGCSgBGHDn6ihbIoC2smaBJ/n75t0zkT8lQTcjADnKbyqW5HXisLUb/35I981AHqzE88IaHOscuI9sxGXElAJExAjzi92tQDCnQuIJwElCBtOI0wxhb8MX+FnYfyj6NHQKWvwUX7zH6phTRrd7nfQydGEs6QTeXBUcbkg/nbiPbMRFxLQgc1i3c3/b5i32jb2/8hJQ58ElPhvkfBlzw4j0lxPjMEGa2OKWGzDH0ovom6Y7fj7xVeCT7Egd4N3wSh4pukCdWBYlXxFGn1mjoTpjNHWa3sRkmzvnpyHCwmoQMr5DbOHtCzuKQroViBkpZMDkIAS/yWu15PsvIAv1Pt8hPKWSp9Xc4GZjRFQOtC/hm8df8e3EH1COkrsgjAn4gS3wPe8+Ti5JoY6fme24loCKpN6iX097W00zem8AySgxH+IjcKUzS2qSC5BQmuqugUJc+62smPgjfJowF5rQGmZFIDj2/D7dSbLZnpybbzjxMO2QnFZtpPeQtgdJ+7MTlxSQLVDAkq4IAlLXq8UW3OYzbLg9ndqxFbu9GNaM92DBniIHivXagoKqtptnw9KrBKM0AdfRiBarLr0CZpYL2+0WSRNh74YaG0cQGCSw3fy9+IQ8vldQT7XlofJufinbIQElCByOL9EyUXlWlmcJ883lHcDim5Wvy8Efub989GAeoWNfwoAXnGFjYLKSv1v+mGZ+eKDovjY8Uctgt2KVhyciWm/0wgwFCzmA+TbnX7vHAIJKEFkJ08vPOdIknr1mjJ8coYOJT7bcWRdf29EypHm+0MRMGzD0W2TCsK4SG3kWeAOWxq1JQ95iSfnbcvLP51WWtBife0l5redCdN30tG1qiiuyC4Xf17NtVPCC8qR22Bpmr2fZWV9QcRRfGIWprNLvJi5UfYkoASRbdwfV1JQjNDuCg+e1GWN3AGPJj+aT/ys030szaGvVEVRMdnRjXxoJO3PJA6Hm9p0txiqWRs3OcgVwG+9Hyu8Z54+ilSdyfPrGgDPlussZwYCDZadvrZjpB/yWzpeH8FS8OYfYI0EfA5PKMWvLb5T72qX+OMHnUtQ6dzoUytwQGCHTMyWRwJKENnFr7kA97zCnNUw0rzMeLkKoAsLFf7Oa18XTzzNb02q+bCEFDDeC9UtG+dDUEJlidKEuYpWGPqLr8v8BXnO5wW4WYY9VUowP8PZVlMzi3k2J0BeI2h+3XzqG+FBTfk8hdunqX6igjYhmCWxVbVnNrAjH2DMI3x+rmdC+r0dgwSUILKJZXrUWpfI84f6GNFBmj1fzIM8Xwg22I0Z4YgSFyQXorRVIHdyfsKf/h03w3HLqYRoqDis62zErBRaspfZHBpvSub5v7voZEXljwUjZsF9wcCdFIRilhDO21PrRYeWUpR3nwa8vDWFT93TnlPJUifQU3npmPi0GeXkyq9W2U9s7yQbPFBu5RPh+2K4CY2c2N1KExJQgsgejnhilLzouMkPolWXXB415CnsjYqoya62xizFPWXwG0uJq4xOH6eStZg3YqOiVRgdhZ87jZzZfPzJQ/rbf1IYTeQsyBeKSSprj016ndmf/gc3/KDSayfnfdZ8nNpEitLMCKnfFRft4DLOenw/z+VA9JJ9FvaFZVq6PBJQgsgemisKov8EfxYcMh9Rlkn0jdziVnhJGzuyN8uk86Ey8xu/AbXtjx9kNjFFTGLOjqoYYjkzH7nZjtAUFLdsDJ0PUIYlKUkto4gUmonIp/a78e0QJ3tzpgxEwFWVXo7ysCUQ1PytpsK0+42M1rzrjqYWU36H3i1TjFoSUILIJq7oPBUViBpipvCzivLPcTbqCT+jcVpx0wiMZ6UvJ/P83mH1S9fo8XMKvxdl7b/BKwiyNhaCE8zMQwi27pKnlhc3yQvjF2u38WoZ6PYgwqpgKcXwk8qnul8cIbMeCF0214TxN5VOjpJUH0Ffs8l2wixftMxYxbvHnrqT1lYnm++gDEACShDZwgK8rGgtZK37OpPCS+iuwSjYeZWwRdGtA9sYmoiBl5rLezwlt6+0qY+h4AyHXpaxvFBVeJmKtxQdpjIT+ByCFc745xFgf7CP0Nem1UftY91pCLjHlQ0CQjep9XGUcQg3i96hQGsWS02sQyVF6zebVgYgASWIbGEc3mUvKTdFy+4vlOb5I4hV9ojEWRbb8671TFIYDrKc4tG54fvO2r83fRQF93r4QOUdOgFvS0dngmBkM+uB4jzezG/MxN2idHbieR/Yz2/WA8pw+pWWSsR2WFFbLyh7zOgMF3i/66uo8bkKuTLkHvqVzXfHZYRnZDArJKAEkS2Mwfv8o8nlBbHJ3+cUvx8leP4giil7xLAKbVsQaPWMnIWivCijqCtN/xPeAXSHeRUqAMGDd59YUk8HnZi3rD+UHkgb2erpJtsgT9tETFa6YY6i9bMy1vN5Hhzaezmt6w6yEHUVrfLI0EbSHHRXtK7JpZQzDAkoQWQLc9FuQ7ggf8EegNuHS9hE/A7nrfD7eeSuYzZXQzQw79js9cIK9loLBnPCzodhCFAPVe/IyTP9AMmL/hOzSSoyCx14/iRyKxYXr8Hb/kgfKHaf2MZTD4c+Y8bogemK1lgMzshga1BL0fpTbeHYWUhACSJbOAMvIyov/nnR6hXd9IjCFOFcaaWVtVhctuQvhqGSKJfJX3pL09C7bhwCvxNlb2dxGORCmnY51TxAz7kXMvvM70UehULXZgXCU/MrF1lnqM3NNyNGsVRa0Rorn4W0sLE5F+GNjAx2z82osIr72HwfZAASUILIHoQJdocGbLkQhd/xlNYop6O4Za/7YUF8JR4cjIKu2jtj3soLvCnK3xLUfgWI7jl2QHkOcQOtW0XpklrCGtYkzMMD2HR9FKpavMpvheNHe/cJ6l1IUT1nGUIe2e+WqbSziQSdg24ZHK2j5fiou+5ghgazQAJKENlDbYCDR603moVAMCNNLAPm00JoJSvo4yYoIQvbnXdM4jy8kGz2jcH7qfPyiad83n+4HnUcf891nMHsA787AFPZ6/3c6CK/0d0aqKHmLPQj3MyuS1t9nMlRr52RNmZiD2WhJg2c9MRH8uG5QuiaobGskIASRLZwVacDiu8Rjm6256CXdrkP+6HkL8JcOWlVUQRZ/RYf/Tj5/c//MrdEP9CUHZ+99+nPT3h1P1C7jAbXg/mQ3xhtQmtJLHeaUGljiqDeS6KR54rqnUOg78Nyxl8d4Y5OznxQzWxFRDx//asBnQbOv8XfC7Ip1KSBJTo0YylVH3wejLJpJ5VyHBJQgsgWvhHsTjcgsloxA+AHOYjyUAHAv2IFoV30uNqdE20yva/CS8687VQjUKBarB5cH/PMfVceIKhyWW+gXBqJllInCM9ZsFoRHbjBL6ZgUWo59OllFC1t94GdnDG07bPSF4ioVsIdaHov/d6OQQJKEFlDfNpWzkfAlPM9ggV1cGu08agRcdLpJ5OLMsUo8Zl6Ho4Nct+7oo71TieoJvEZf8wTnfyF8T2aK3IdPxpbgOVrLvuVrTAmPuMSeuQNQYHg+UqmZYN7mE6uke2CehpbTJk/6SU9YDqQ4fe7PjCc5T2tlfHAegskoASRBaxvJ0hjQOs0NsjfhpegH8nHtxxkOvUyQi1XruzclWYQeVIYVj76tJI79IWHXrzoyaWxH3KsTxQHU505icqTiUe3HHpW3C9u33PD5sShXvkFsaw3T5G26N74Mgboi75/g88EUha9JJi8Ed3SKl98MxdQ7JsL8efmFQTyZNgxn73r6S0HMjWjMgkoQWQ6d5oKlo7JU/jR4KZanw6IVrSGIdjx4T+Hf4gwtj+zyyLRTrVf8nBh1m1kZmNBJ8usJw0Uxjb6CHfGWuT5xyDmUKoDfOamdatjnCglDObtBuh6quUlYaWOY/PIjqxRMRiQ8XfNfEhACSKzuVUEgRPO8fyFSbkQc02lUz+YFL5AjRDm+PjJZYDCK+P55K0vAb6qBmFKGxh7/SVYjt/GwTON2kl23qA53PrtF74IFhSGj1yT80sd6q59yidtbAHLdrZm/glE9Fe3BDt3sAl11CbyZ/XuZ5/MbhjhEdF0XsIhvVumWL6ZDAkoQWQ29VFSzul2tbyqY9AEKKLcd+lQ0vHxDzPbtkjfCcOq6sBhgVq3cQiQfeQTuyCXmpDbYyRyybL59HXkFkNJdxi5yfLV+QbuZycGs8PDKLSQvz0O5LFJU6JkKl5XtJoiEwzfTIcElCAymZUItQS93IhQqwu0BJxuoXx8XJiptnH8DZqgyxe5xZmt57BZCHtov9clT269+TiloVraZXuccddbanEk1ZT2/CthqOX6ZBRMtHOb44xGecvEfZ+b/pD9Xp3lSAKJqeiXoffMGkhACSKTaaQI2uHnoob9XneMenBdmE/mg2n+8FU3JJ/jPOdziz/UtXieIs3X8XxltT/h8WhtbRzXeTru+vi+ImiHPwBWmGMfQh/zB0a3qNZs2C4+uUha4aPpkxKuLJbUV00Zm2G1orUYr2XkPbMIElCCyFwS3PW3rK2H7nr7CeIEA6u4G1C4Tjl3oDxyOx4cOQdtb76ukzZXquz/XC1GvIaN/lRxQvPK43dFqxT+ZAsOvS6+LG/o1Dv+oU2ye6fZZ7N/thuF7HfryGL1LXxmkwglp0ACShCZy3nkUzZjccR+v4vBeKWDn1iQfYibMwWA38OAKJi6Ltvy0/BweH1sm9DTiphO1EIPm9pKaRMK5YJpB2Yc98LIcPi8vXzLyneC4D/OJhm009imE33CedhfJp6IN8VXKQ9oKyc+wIuDBJQgMpdTiFE2S0DNA/xPbxT432+/r/+usXI/KX2GIhiVpZihR93ggQr2u0XgkqLVF585/AaBUBZnf4stRXZFAOpLFY7vtYGPWhZ8x/gerypaSTqD/YR8xzmvK3fGlzPBs9KkB6fc9JmRYzSzIQEliMzlMeehyJ2e6Itbaj0PFJMnxf5ObTBPB8pYFjS7Q62SZnk29bbQCMsdfoNi2KVo1WCT/1FALfPGUWorZCwz0jaUUrSOIY9Kv9YoEcgcaoX/csVmWv6PTIUElCAymYrKqr9rUFy9Z/K3LXLrAytNUJVYu2wH9lgaj01q9YmGiJsz5zau2ino+S0PvcWN8t62lZufCXVK3vfzr0ctrT4YZr10xeB+nxmNnLW43W1DxjIjPfXhTllb41leZ7tc9AFq/vKYf7CqIhCsGpKQnZCAEkQm8zniLFk9E8pgclp9tfA9FFk9t0FeKXyOAzqPY/PEsupe7U+8jWby6V1N3IRTuiqKuprX+7OQfEROkO3aXZz3ecvFN8VCnTOh8ClaDYzI0CfoqpjDXw+y2bJS8rsO8O76zbr5nQQj1LAzQ2+ZRZCAEkQmk1AIrWU3x8QOiMpoQfPnGCuoiTkfxrHcsKkcpKQTPIHA2s1LcTDATQrJTBnJwVixRXXhSlvzMsBvAUChJg2FkQrK+11tUOq6fHEKPE4ILwOEmfRG+dRfwrxapfqxg1z0tlTCu1MZjVR6JcdhyKtSURJd+96olLG6xlkDCShBZDaHfFF2o/Dnnrq5Erz2Zfrwg1Afun4sc+ejaX6ooJoP9IoH9L2Yd9SWgjD7OvWD8T22QxQ/wx8NpORLvxvQmKXaTF1fCkHSPP1uEeT9lkVYHm8DbhE70xl1YBzBZtH3xnuiOhpm7COs1KE5U/Sk76MRqRaiuRHRifyRj95o0H7iSf5xGJzMAvX3qFfrtZugmhQwcyABJYhM50AUEF67bgSQN9Nyv1n5GIMn6qEr0aiSB9DuB1UL7nV4Az5VGxUBjJxhPzv1Azw2yFePhWEMe70ViMGybRffBGWlDfHr1QG/ao0KCdP/peKJIRgv2K76Mo0quAE9vkT7DH6Gn3yBmIbVBdu3/EW1PkMwUtHqi7HOvMGJhtL+nO716+l31g4JKEFkPo/HRbG/3nwfqIRZZoh1KMUfasPi4fU1fhFsypH2u/3NeZ5ZXI5Ngf26nBsgpl1OKSg5U4qC+SfnzWy/wWhomRs/jMK30lHK/NJiNc8esivUYtTl9zR3F04Z6m8SpFlRX17bzPpaX3HdtfjsJNUubbBU0bIt7J4efwYgoN/3v3/bxYT8Kn64mQIJKEFkCSc2rD+WNSMnBOPXhC/r+MOj9Nib13ygkqruHQwUfl7Zsna/MBm/Y9JdYztO0clPZtUNhHfF8Xf4xqy0UUq4cmr8lcKcvbRl7T8Wdbvnxe0WBHb32h33eP6Um/6sfP6X1yL07oX6qZamVyV1VetcnFvMwDSm2C/bVLhbqLpZb4cTAXj1jnh0sRqib6fTOwOQgBKEq/EpcrGacqJxGasaFFQOyhR2jZlv1Xj032S+M2Dhlyzb0TGbuKnbnEnFoHwXBc1+RI/KmX0yL9eWB9P3czK7yPmq8p2GwaomaG8bB4ZRSt+q9GiIV82f40mlrIwBJQEliBzG8Y1/nHjm1OEvxi+zZmRPKglEf3ONf7C2FuCjFqCTG8orfTGd/XjLiDKLb/D3f24EdEMtnkotBm8AACAASURBVP+D/bBiG4SkIL4cYqQMIPtLoqBk3Z2NQMgnv/62YXUfN9R3SkGPhyL31DMpT3b2MKKpmoIuRVVrI7UEfnF4+L8QcMfSOGYwZp0LqYsK6KMN3yxar5KjIS1IQIkczoPRYsHiqHHW5CIpA73ZKS7G7Ed0grXLvfv52EYGwYpbpjJSFM4oWj1Y2c9BMGKoHDf5lYFDAzarr6K8yQtqSU2uVgCqvj/zg7o6xEp79QklUKUXS42P2KHhqlk97fG4MOrLdd12hCjy5NnyMAhWZ9VFiFBPXf8s79s8TVN87cSzOYcLCejOnebiAvffZq7AML7uTI5YERJQImezJwLIU7tWOBBpDqG/wHZbfILYBo689/0KXpsUKO4xG3tPRt54+0PVgrJ4WkX8yvMzgC6WM1PEgMxLCFDYjieRS/XRnnzoI76nxxDZFp6GvP6CKVy3uvCABd30TlQdHo+SlljUHUaj2jroNASancC2ezujgq/afKtMtKkvn7m4kIAK37nSwaYIOYIYAfPTvuU5SECJHM1fXqjCssinbiwHX2ln5rYXdE0GtX2p8+AY4BV25hLneY0/2b1kvriWm/jUsmqJnCYqg+SP6LziWT1PRUBmoocYT1RCGXj6njIT6HMc6lgiX/E2loiggtCjMfOOSl5VGN7o5fCnTM2DjdZWD5sqzTb9WsFrEvNjuDfWA50dHp7n62K9ouXc/r1zuKCA3goFdNW7vfdaQUFCnXx6ElAiJxOfHx3kFcGnrVFYNA2LwlBCshfci0u/8HPR6l4Pg3SuwbHP1DTvqjdnSQGaXEeMmP8f0N1yfbqUEuQLFLDUqTzqxe3g1bjeQc5B2vKc2D4JDsPkrZr7NQWT2eGPeQD5FVtV2xGr1jGhq2DwVm1ZWZhx9ld3d3qetmZvLJFxGO7Evc7hggL6OlBJdApOmekFP+c8FEhAiZzMJJS1zKefxOFznjl9wh2h7yz5ZfbLOnghkGcrfO/Ewth23tpv3w6E31RUVxltIvxkQ+zJGwiTfD6NeFfWrgVGTownSiqDavImy5EodFJ9tiOR8Og4f+033XwQIiZrWg80tejg7TDoHJa41ZbAfEY8TOpdf6+lZ1v1Dbaqd7HDBMVKBVvLWKraM6O4noBeBvKYvzG/cLY+IAkokZMprtxp/gEVeZZMjkNPyR1/P5tz7Wb5QMNQSlo3vPOaIKrl5Ru2dS9g8ira37IWmdoe+je3J/LX5xWEj2hZ9sWbBlT44T4f/1szoAtqspMX8iJkylk+5Z+hnqiisp4qTPyiUVXKMHK9CULY0SpAUZF+KqB677MsUxYb4ZP1+uQ0Ot/YvGKLs46cx3Uma3zTTs5Lw36zg7iegC6GNdF/amHbLcR0IQElcjC34KvY0In34B7xvB+s5TOu5wdbaRS0Ks7s0ySIpPw7fbeVvDOg62lOX5L6oTD35VjIUjFJ6sZj4Hq2g+DFPEjnzZWrDF2tw9YHDELXt9Q1sCcqmYdNbiyurn4HN8X13eAc/pxbbcL3TyLC4Tsd5XVUMz/trYJ4P9PHt+B6AjoFihIJr6exaWgPElDiRXF+65azz5y6u3fjIbUi6Ix/bHOHFsBJnjcgt1VU14JFZG4FrCuVDz0kP/GbsfB970D8o5393FHVooNnBhUywrfRAtnE24qY5MfTq3vCveQHN/mmzLNJZE2bQOhyd0sjbv+awXhC0PR/1u8XrLnrPjgkWqDHBJE+8ed2llx0BuBw2ql4L905a2tSFlSLE75qKklxYDsLorzDprHzuJ6Azgas/mAjbL4E04cElHghxH9SiBmDMR8pvCrX1GbLeX6dT6nedRRFlM38EGRGZ7OF7MEWPJeDOcXL7OXEsKDUWigpVfngD0babCulKqpxpsRgDnsVn2or5yXn2bj3nuh7Wux/6s7wX6E5v/9VZsy6N9nGd8c4nv8NaHV7mOgSU2r27TzgHN/m6agIy7wdgjUO3+gwR6JhaDpxzthaHMpdyfzhLbiegP4BXLCc64C8To1BAkq8CA7FALmqVgsF8psdGR+3FrSnbO3CgJtqcbSHendF8pFbevcEZoG2U/RwZ77v44SRfpNPnI0E6vNsPp3bkmT+qDfU9lyWwmSu83EyAqOlo63Cc0ZUrxIAFD+jch8/EJNH66CLq1tS+Bbos5AZjcfBsYSjeWtU9gN84cyf4hmTJUrzYW3bUKjM4nZvo7ig4fV+Ftqfriigj0LwP/Op+NziL4/jkIASL4Cj/ii9LkUw+DaUh4/kD59YEwHT2V7G6bc49Rz1NaEojvSZmEDJC0HWU1vAwnYGoSYM77Kd1IS5uVASZXhWtXietdsHVtHd+0GHlr0WWOMae8HtQ7Z++nR2IOpIJuMWd9TcJrwm/VgY4VbjxJbOqA/DEKbRtz40oRbTcT5a0KcQVmkpcbSbIKbOlElazOGNs8Jr6rqiyH0pvd7auDl/cLcRS7Nu/0jEpQTUu9XwuVuuTUOQeYdtADDDqTFIQImsJzEWLeX1wIR2iBFXnIYirzm+faFOv13lzu+Qx5Jd+HKIWNe9OMyGoiDIYWBT8PEY+h4Ht6qtGwimX9PvmTPSHZ1JMVM/z/lK/kX7qkv7St6jzUuvyUME87V66/o+wvxbWl64G4pe8hLpgzqoopJLZDDgYbZ6d/lL+ZlHA0ZwpVo2zcdcrbi/HPinsX5SE7gyLZtGAMXUlzRcAJcSUAkTECP+eu5qAYQ79wVDAkpkPbMQa5k2Pi0lps684K631oEbqVbJnU+tjvLyTPxiSSmzXFeAmySdelJU+PXfxerUleN3vSR60pdZmjqIGaX7bOpc8sEQPTuXmxDSb+GKafU51LA4y2+rz5ZiufIrLE9Ty+JFdDcPvrf/ZF+D5b6T+RFicuM+QK1Ovuwx8g7MAydXMs91FgP8Iyc7HuGeE3EhAR3YLNbdLKKsiuE25mC72rkxSECJrKcSlvI/lvXgOI9SS/ifUFI49YlyJfNRANSsrmsxCJ4kTLDOjQ9ArOj9uBaCUhZamMJf6e/BUjQLFuLTAPwhGJ1/Lvv1vDCj9meuoTtQief39CnqG1hiyFGezyvuE2x1N3uQbsuLRmaVTFrUONQ9qNoMeXsrNQ+28zt6xfoElRp+kp+JpnK3fXW9dTDGmP2sVwN/J85vntcrosGs+PM6TBOM2VwIRN4Za1f8tHqEJ6LQxsl/pifbV/zkfB7RHIYLCahAyvkNs4e0LO4pCuhWIGRlurfYQgJKZDmPde5XY81f9QWu+rDf1sY2lt3r+FLt5pusEoUn2+1uIdmMqRUQBnPuTB+pNOYERJrrVCQ1FVdKzyLs/mtS/TUY+t016hKFS4WtQebnw8xFNXcXkZ8sTDJBTyDizqvyKePgK/ASz6Y0NX8Afyn0fRQQHS2fyh0nRoTuR8GzFdj6gCDsXJfjCM6Ufz0Xw7UEVCb1Evs23dto2v10uz4DCSiR5ZxGpA9Qcs6ZC1+WEcQwFgd4viT2K3qMti5rJp/YdtB2GWpt6wAgqJ25dBF/0AfVi7EdZf/aoWgi5qJ7WgXR0jLq+XrIxVwqU/MhBl5Dd9+/vbmnEXFifMliFLE6Fi1DlLi6udaEIrPPPLq0pCo4cf9gE6oUgc/IvQ9ubepqQMMAiBtOhYE8Yw9eX9lQB50YUN8VQcK3wdyzjy4sKgH4oAnP/yJId+rSpsJnDe+ym0/14DK9/KgL4JICqh0SUCLLOQ+9pezwOjdhBi7MU8valJR8l7lRil17sFR1bo022I7w+LGytTEQ3u0nTx1bBagvmww3KoGrPWHhtNYeCN8tnhkOxMk+SPvyQIyiby3+lEnNC7bJc8IXvWRVnarTs3rsW+GLUvLe+65wGMHkvBm40dKpc0FwY1kje8IN0DWatPDTlwUx17O/o99kF5iHonCmiFbvfw4SUILIXBL04Mwb1vwWDpwgSS2hzLzYXP6rmytMfiOrxBmA9mlZb6dfkbM3TrJYlE9Ge0lhmx1kL/F5wNvyBnpSM4jFPGJZuJCF9ljAszJDr1m22ceKFuoFIK+lbuVf7vATXg5wGGU+ddsk+mmOBzoM9pCWCHoOAEtYfAwRii37Q8iT/j/Nvw8SUILIZNxR1NooCyPP4ufqCYozqWvbvgtu89fEAm/M0RMdWLzh7U98UT/NMJ5fmxWNLNPfJqLm/neDOvT73JIyoxp0aCE6Sv1VQzAjWXBkKJQJxwcyb4BznLe1yG9SIXHj3AODrL2qIkb4WR+5rae+gC6BRT/prvK3Fw7s0H/ONf6xER8LVyKhsJyHm+sk/bdwbQF9cumSc064JKBElvMECLZI161wMJeiOwH4vJlkR3qOfA2t2KWdBk7e2OEP58Z76gMebSR7c36gGkh/R29a4Qeu1GutY4HcK+GfyhKJKpIl8W9gIc/PtAlrGofePH+VQ6wl/OmMt+i272tdoxVwY76nkyBmX5aYBnF7agJKWdy1jnlyu9U/wb8X1xbQlcJvlfrVBeXKPosn6r64pyP+m+wFh7KytXijstBYx7NcGxx8u3y5ZGoDDvASTcWaijKT23UmVVPgV1/4d5u7ZEodDtXvqPTZj5L85R5iyY2goXf5ILbz3w6fWTukRrBtrCH4RHHTL8zTdAdMlvpEp4tAj8c8r7eplBzJMkC9DR1nDsD/1siJqfEfF0BTWXuPxziVMf7fw79ZQF+DHcqr9yeIzOA3GAsieMplnr82LRSRHlginDxsBNf+L8E8XV0MKMosyTPwV2y/t8YUleH+9kJ7KR/m1nyqM/3tqCz8fLpl8bKdzENF9ANdhgLWbZ1vUYBnru/KyL0/UYNV+agcinyzBcE9N84PpQOZ9HI4xx9t7K/XuReZyvNFWOaPLmjPoeH6JD5l66sc2ktO/keCEDVP0PTTo71RMWtCzhO+bhETUPCVb53JR/8i+TcLaPze5yhCU3giq7kCXGCTbv8A4Uedy5w4k66CEm6AR6geCA8VxfIrm+n0MjS2P1pKaevi4sVwqCQiOYtwRSveyJYtk+OsBdFPB4t7SOMwWNHta/YERxB9vqLwoMHMfG1ziXNPZZP2Ja/KTqUI2hfIdpRGYtQy4fMYQ4VP4T37cznj+6nSQo9cLKSog43jQKaxIUp+jMJq0a/ZjGsL6J2dO3em30sBrYESWY8JY/hfXhEEyavFKn66uIm0HuGPTvXJD+jLT3n8G4IF03CMTZ7f/Shhf7DVyG8NdlyJiBTzccr5vcctV1LzsHgk/saBg2ySv5zFJfH8Lg90kub868PRnN24CYUVG+ctWVqe5Fw4mLrkJZMg+O3+5L9BHZ55gQqaGDpi9/Fva3HCpB4n2HS/FH/7g+KCrBYadpVvZE5dkvJNA3cg8I1tGfn3UudbI0p8dfLOsVlF4O5s0MyLwbUF1GlIQImspzG82Rz9Lpt4J/mLdTN6S9syT66JAZXFWdHIcXhXcc9fKG1/sM6YqGgVgGyJnRcLsnu2NGdWHoKX4qcUZxFLFeY+KSmvfv7kjYDuXy2eWB2oLy4XJOdT/L3v0Xmwldo+UvHOm8zF9EkRMWDpU2EceX32hD/EEKOnYRDzLl1jn2wL533L+kw3FCn4Mpdd7nhP+sJI6g+vQ+n0zhZIQAkik7mpRzF5zS6lHHRsd6gGi1630A9TeX4hXlacsm0pKIddilZXOaXHlx5ARNmCOnC9pXXOmwEQZth+JYp5CbNuRMum6eEGcjzmRPl5FsDHvFl+IVISySs+lsJiSa8hlnU8DHiY/Qi6QEqTPwsB5mCq0xH40LF/iYyRWhEDLI03ncxc+YIgASWIzGYOkEvMTbQ+DEwreT7OxqldND6v6DxvWE81xEz7Y0VBmeR4pCR2U4AOLA/H1VEmtJRstM8FmRzybueu7/cxgbOWpjv48Vvt+iuSYnaE5xTmtJ+yOBRVJJldocMbYijSvurwOSQ9jKCgwz/p3WHoFyWZtz6zOlNbw3sGO0ieH4w6zgYd3fiqv+hB6hTbkfsxf3V2/w4D5t7g7wYiJ5qgriugnTurJN5KCxJQ4kXwKSdMr6OiBWuQk6y76tikuNxfTHHXAm9azqyGv0rlybJQ+ld2E8sYbdHrvpZP7A2SpvjxUWyxUs4mgsoqWT2FOXhPwKdx15dDgEbmDHfLPKGv3PGNYoJRK72XL9q7WfxWWrpJWZ6fdhYs3CZdmwcDzZ3MUnz3bSk7vLG3mhuWXd7FoFs9xKx9cOt/r5vNWkZOwXUFFBju/E0koMQL4WAxaRc7Vnao7I0PFFdLgEWhH/HEKFno/vBj+eHs0tnGdbMg2HZNJcX+02/wZbk/P0GIlLEJOuj88Z36o/1aSexWeIFlO4o/094khooOkfVNjyleFgF9Ob95M/+ncuKJuO9U5dk+pwrB0PzThZ82N6DAcSfuew2To2FsOXXhlCZ6xH7EMkDlOEhACSIruP9Zjx5TLVmMf2ezUWsjSJwCL9Ojxjrh6JBgoHVQE6XViLTuwq9C7hTmeRSscBp6SXRtigXcZz3YsOCbLQ8+1EGsuKHKhdVfrjhie+rR7wsWbbXMyzm4462bC/t3GXNqdRB8rRXgzq6a86MzEihypyDKHhWPjpVHjBMl3psLXwqVToqHh0oht5gFX4XLE2rmz11uyAFnny3DuJCArrcFaCe+OjUGCSiRLaRWRkezRF6PhJxifp1gNbrn8xUm3e+lqN2ZUgo9zMeXI8QESzNson6+xqvCFUBvWfj8SpgsJ/MZQJi/DzQfH/ZDWmGmDtAT5cy1SeMrOlM5qTtQxZxk5WEp2Piw2pA61lOylnUds7gE0nO4kIDaiytK05HeDiSgRPZw0AdtJdefvQVQxRzT/mAc26QJ7X40jTv3eqKjZMnuiJTqwA3HBMV1MRn9bqC/9VRL4LKTz3f38HGrVRsGL6sAjwfSerx0uWw0Wo3WU256tbJ1zzMZivLxhzh8rdIvpQ241qvPXd7Uz4Tit1Q6ZREuJKBuJKCE67LeH/7dv17xWWMdyl9XnH96/l46d67xQWCvBSumNeBQVZwAj7T4HTG2sezJ24HzylO4yjvB02llhL8kfa0lspEcB8669V8BOOnMYM8yS4ybN9NWGaCfDuOALZbGGqj5KfAjEChPRE/FoY6qLZ8luJCA/h0r/D/uMtgMUEF8dWoMElAiuzjRWPrGNw13Nmr8cH3pTq9R0mroLLRXXJ3DAjK3QZnO+BrgzFT2nxhh7KKFjEB1ydEoGgi8KV8cJLzxD04+sA29rGXIeZbXz/Gsd52BPGfl42O5gH72ux03GDebj6/kxiLnHzEDuJCA8vG9gQhLplraRCJcjEMTOrXsOfdm+h2f4+cq4QFRnczT8lPwVxSzqc28jLYCilDHz4BzvMPs80GJCaN79hkzOgLR4tP5QgfTHHZ0qRKQT3Sd0kwbLFW0Vlr+AhPXj+7Rb0paqwPNUBy5vmUWZfJcf5QRk5zaoQ96WhsLUTYjD+s0riSgwu9RKLh+8vc3CSjxH+FwUdm/s5u8MllHEaGzHEH32MY8Ys07Nfy1UGcs0Ef5UTVGeoNyRaXt+0h87Qa4RxdlBUcat8KyjDx9T5up91dyGhJ+fh7pPeup75x3wswmQFibXq8K5mebyehjv1uUslzKU1/O2eXfDOFaAspfbwoUkf65SECJ/waL9UBA5fqs8kd+aTdpr5sl+d1GH3Fj/okX0EgWzWvlhY6ODz8Ogt4WGDxrRs8QGH3EJPVN8PW1mpIja9DC5BAcSXeQNJhhk3WqgxhDwCd1AooO/2J6lwCYlqrcyH+CN1MWFpJ8T5eltlLJRJWkMyiXPatjs91uWYSLCSjPz/SEcRz7IiYBJVyLJ/NbFYss32tT+j1t2KyD38/sIKEHhyhJK+ZyeGmLcHi0j0F2aWoFT8QsfMjzt/4XBm+LhfpwTvO4yEr908pZFi3Ymh+8Vz26SL3xvTkpU/JXKJ3CJ8zq/tqIw2xSXCSNuw+PrBpdpMHUNNYlzuvcresJF0y60+z1bXgvEnes7vWAcaPKnSc4zys8f+i7mUuP8fxJN4N90/IBfJTNl/CL3W5ZhMsJKH+0DFD5FAko4WL8lE/2G6njxPokz6cGIMQ8H1/KmZVxuT/gHS3MsA3vS5K6lzMWBNzyRQjmanHOJNdKWhwqv2dz1TD008IYTeQoUG9hxszU6El+a+DUmeA0tmUevqmT7vSdqv4JOqGG2W0rsbbkDb8BJoumj0R+tYp6bawJpJ9WUfUg9cRdRaso9qk/SubjegLKJw7TwWsOCSjhUnymQ9k5B89uGxWMkP1pd40/fcYqKdOUzpCd4CZ7Gt16V9BL5HrLsgkzBN49awpC6N6wq9Gcd/5DoOr8Q2f/HOaHfEpXpJvHrlpmvZuBMLh1X71x43cvc2w2z7yqfjNgkLTXsDkCzVQdg26VhEfv308fWSYI75uq8Z3X8qKmJOiX6iBCrHVSUxHXnlJWsUiacPH4I+udl8JR/0rqtWPX+fPVEKlm5dZVathp+KkWjsoKXFBAeX6T8F3elASUcCHW6HSTJIm5+xLyp+Htnfx1dUEG9bUXybJVDNWtFxP0ig2dB6dvKO97Eyj/0VdfjYoFJycaXQSjlPyOv14dRc3CdOUdZgoHvSkvbP4mNGJGVRQsSbcGo1gOfdEtdYEbIoYu/XlGAw61FTv+tqTURlFZl1f72Pim2vJPXpg6zV87v7MnIkTz8JrOpJDJ78Qkzow1TVjh5LJTLV8ff4XDwML0TXrkP6w2/JdSiRSJDuZNqheESwoof7cdmzaQgBKuQkK0WAhYOq6q5tEocLa0oGTRUUagomS1edtsYsegk+qtX4VJ0+kY2aHpQQi+NF97WMKcwnO+FxBQOESYuEuZTH4GAtkyaMF8BqCM8J+007+jvDyrH6NejWihbE8y1undz6p2vPqGNNPnXpP6r0dtxdUbCBRf7wlGkT5PIUFDoyw17UbKSwTQq6diSiyEzubAqVnwcGqBJMO4poDy/De+JKCE67AExa0T4cN6DzUvozOhiPlGsM4ezMuPCLFOp8EmEV6VtNKEPP6hd/OXB/xiNsc+F3Phy2xDoKiE04BXJo3q9e6krgZpUfF3QTxR9AfB6LszMwyCuSebtalbhrdp8tbXaeX+KKVcHe2kHqoucHJih0YdPj4ht5agreJaqp5j+vegBILZZtTTVaXhJSeRHgRdm4HtG3UY2JLDGNXB93mh/jF2cKs3xNJPLxBXFVD+/qVLqlMLdUhAiWyhvU26uppYYb9bUkm59oYgZzVQiWmuySY1XTEb6UmbRvjW5s4/hZ+b9bqXfUWTzviyp2igrheOW8pz5qusJojDuZIvwF+x3LgNhR1+snU22eXvwI+9tEWsHI2a2Am5xYWEJXBfLXf6zsCtVR1vSwh0lbr3beABtzkOP0Tm4LICqg0SUCJbqIQditZQtdzAc1DQYpveyScKYD60UXQwmRM5OUABmxj2t8RqRxWQB6gyata4hgaEIOQhz28UNPMVWUCvlRAaalviz/EHailaiTqjw1HoFzhfhfSuZMH8ggD7WOLvk6pjhPDyND+sejgJRdUzTF3rLaZj0jd74UnrSUAJIqPsGlStYOk23yil58rkRnFF60+U3YkE+++g4uJYtQRxFcUa8jLzxJXCt+FhFZv/gXv0/F0qhNlkFBnAaoscgBFRkqP50YrC1P1b0QJ1Q9wK4dnvzgoXTsHhUNPVaKZsesLxysbl5NJOIrXFL4UuyiKluxGawpZni1k1OTEqTQ/5+LVffLZCS5RsBiEBJYiMcbW5vNGRzzzf5JM/kBNUeoyU9mDq2rh3d7PJr2HlHuepSDRy32gQZO2BwbJJzV90R13Hn6ukTTGQV9hSwBQg0uwR+qQ6mBP+r8JD5hf+KxJtAOI4wGE7chdKKVo3bf3Z02YFAiwp7mYgF1uMy2sT7xTDvDkHYKzi1BCbMtA5BRJQgsgQx/PCd8gfJ/6eVRo62Z08sTm4Vj8cOryirQ4NxAxK7yoDuZPzKqO3FRxGUWVTqif3EVDjEX/zXDy/2QseN+zeaCbx0hXrPLeHsozIE3+cZXk3FGbcJXeWSZRN4QN6lheU01i3Cytd5PDWQryX7qK1tSDtLPi2pL6KcGlvLHGsjmOeWcl6vXKG3gyrWXSVMg3U1zZppHMKJKAEkRHuF0YNKb9n6mS9TrJBeyPXn9LV7eGSX+IBztMqNl+ikH2v80OIUzajIYY9vgHomLIJ02tjWrPY5AV1BCPSvbE5LdNGBFtruH3MxFLQpUjFDU0QzfN/AoIBWmPy7DkfxoELk/1AHeJ1a658PqEI5jl8I88/agA0nLV21egC0Ivba88IaHOselZA56fhwZV9kIASREYYiTKWtb/JyMfWQfdwJouF+Y+3lBS4LSqat4f2eKulN7rLeVnrH/EP3fTihD6pqjl5uD4tH50zpQWBjQjXA3XltcB6qG9elt3ohg3CS32bZG9vsZwjp8GhTaA0fnQjwNeBzyxzzMgtlA9TOqOIusOoHZLG+UjvWfR36UQeHFNcLoi/WfFSpXP+sAxWFskaSEAJIgM89eX2WBqpZUU3xNcw0tphrPQrdysacVvZQdJML/VgmfJQ1OpeIPlxprwMjwr5fdwDixWFwZr0M2HduAGjF1ujwE+GIHqBoNE3Z4SigKSgF8NQ/i/xIT9xxxB20AZ+ip2uEijEi8lEuJ7vVooqUPPjpjDYpI9Pj8/BDRFn/CcbwcvZEPTbczs3aj5gndnu7KxccPgLIclsl6qk1VJPioGzaVheBCSgBJEBfkU5RWs2WgmzUT9lOuNrOpOoWWeKAyV6DnkjBOiqGq09C0Usu+z3oiSn8A8RLLuVp46A9ynpMOnTYNF+c+sre7onxKGhOZ1dOdSTjg7HgCvXe3BbwcAcLArVSCj80X8AXuJZOrtIg9nE9fHHz858+ql6eLd8p28NPXJlNIncZvhZipIk1xL1/mleRRmkqSicoUJ5Y4tv/gAAIABJREFUWQQJKEFkgP+Zi6aLHEAJnr+CcGWPGNkd8/GYAFGkiq3kVUmMQxNZQe/XRTm2IX7Zk/vDcv112Y/+Xj2g9NCpo+vpEXVIfo7Yh+ZeV0PZCqLYb7g0US4vF3L4BpzOPOve7AsM48WEyhZ0Nh7uDrCnrpg21KO7UzWY7PIKSsj56pK6IVRcvV0E06/y1eVG7qcMv0UWQAJKEBlggk1E8Vm2SXNcnBlbKA1zZHfixlkT56vmxBA5EYTC3wsWa/ziGISJFtknglGbsKx9lbg6I/bzV9wNLA9JUn2ES3E5RyohjxhfXhI/8pemNClZpsXMW/xnaGoe8Olv/5u0wOJQf9tNB7RnLqnnBrvBQ/Lu7w+Ez1v06fQln3jB6od6u1c+b/fAmmvS+we4tHjK9NUP0+vlAPeKInTWPeHDrasAj23SuT7Q92Ebace6cng3E94j8yEBJYgMMBcdFK3NbK/7HnwUk83UXE6VGD5ZDPCKK2oCykjrAPWxfK1ccYNrfbOhuP80FeHm6e7TWuKq5TX4xY/0kLr5fXpd56HizdkHUcLQYWUEq1MXJ6X0OKzXhQmT92Kx7mw/PlTWwkFyilAUuOTE02eI2w0AY5HifkBeec2CTx1jAPKUzQ24ffqiHsM5SEAJIgMcRJhi93m4WJ29sHK7YzfyqWbKtEfiLOaTqas0VxbhIhilR7Fp2w+t7eeFqLdYLY/EXAq3/Kve3D6e34vS9aFrvfTA3gUNBRszTK2s8e1olO/Isiz7vtoEvmIy0Xbo+/RTVp5eX2NxSnU5aVQ9QcbbfblyVCzg/uISFK+oy1Zj4yYoQpqOdGQLH8FdT7+wh3AOElCCyAhxinRzN/yxXXgZhfpWzWyWZpai50n9obFgCpqayauYfCHodOMle/JyZQTjE5bCs4Tihr5scrsbQcgth9v/5AcfVav3SD7omHGpM8BXdCB64s0xD9XbB48w23ON5OfUC2gjvecmD3g7HqKZYR4f/efZeMykC3sv5sTtIwkSUILICD/C0zzhjK+DJuz1TqA5+SbLgeGbdvDQM1ypJqhbSC5W+UO6rxasmUQfFgcLyPwYgxR3rGZ76ZcFm9KyuvqnEUZVyelt2TGSUoEcsHHef6o3CHde0qGj+cwJI1515gP8xyABJYgM0R2eM8VZ/N/lECEZfmv0eFOMTrrVA9xyZwa7lBcRM2/x/PXpoYgWh3gVgdb1zF+BiyxL5mTFLXtFo9ELXa2n6iBC7Q06AgEvtajWrGkeoAw7sd42vD4XywfaEgHWM6Ohdzg8/r8HCShBZIjE7kB4x/f6VeBQwJwPY6knTE2HDGvuCQ+nEvymVEA1udzH9QqoxRYCGkNnDZzvCQjz7jE2MTm/MwV8qEdJi3fp3XApw6Yd5sHyF/Ae0Et42WMTnJTixgnDBCjqzvMpBix25jP8tyABJYgM8mNRqfrFMGsY+bGW4i62rqlzCSoXINISvn49txiWVArIa64c9yn0LI/TMpuKGKNZnpKDcEM7OQz0fh0YbApVKvBFectxF+hvCmprcFOkD9mBAsJPPZR1kPOhr1Mf4j8FCShBZJh/vhw7bY1tJuLriyd+/K2z7uVVsdDa+EL0ao9GRfhNYvFG+1qCa4rxPP/AQ/cP//eIRmVr9lqbEp+HGaXbUNIHpX9J4vknS2MQHqGMhVKwGjprfeMULwzkWaY9xYLAG+LyKocLipti0d7Jj/EfggSUIHIK93Ueih3vuwbjU5bLfv3rgKFoxXDAZ1kHzBWuvIOSTeWdoFKvoLww0z+JyAPRgH/Zkt5AmVMenP288i/b+Pi3EFu/w9diJq/UmZh0Gm0COkO0VB/7r0ACShA5hSOIVTYjWQpP5qX0eyM3QSvD+19LCsc/woW7+QHvAT/v3ThWOHBj+UKSg3H0yaQ45m1f7stkWz8nBWXRXNH6WCqH2QGhkt9q6tcemCq9seLP5Cankr00DeJVVhD+fZCAEkRO4SCKKZtiFP0WBArz90eHd55LYclKxIzLt/IApp4rdq19j8XoiF5UPcR59rW9+24JQlgT4+y/QUmbZEufSpvtT14C1/TrrX9OrwBxTs/zI8TVUZkGzmS4Y+ztEgZ41PvaqfR2rgoJKEHkFG7DW5Go6bG7jk3oG6ChOUnoX94QnaL6oVxrTprCV3wdZZiX0XkPsWicyCiEqKSVb4ziitZrLKGyQPJYb2mw3LIYpHghn/lBpgNTnfkMT7sLT2byZxFFR9Lv7fKQgBLEC+LxyinvfbYzrcDO0uY0SozvUJW9XAhDZXGRMmWuN95kB/fc9Yf5f94qlrtIs7WpT/JDzFg0D9wQMZ/djc7Q//rswDILoX/IJ2+e/t6nbMsrAG/J52/Mal21RqfFllR6azgErVo2cdTMXa9AsW/vAAl1YBp2jOfvLigEv7/T7+/qkIASxAvh7mCp0FzkAnUJnYYSlt2fR4XEuu08/08k9DWGjO2WD+gk2oVLUDfly7yS69TIB2PQW+w2wwD/dqPfb+EJT5WE94IGe6DJzNzinb6j3wVnf69e4EudJWCplGr2Unv0RcQB6Si+NfI5XF/JZSEBJYgXwdEC0FUdNLZHFNA2Xq3T04JoLc/XHzdDcXkV8fYAKc9SQTnX3BgMbwEU6D12YEUOsQvNVTt315JyerY49vzAZsayHoXfHjugHFsCUP9j2BFkEdB+zgSiH9G7WczOhMrKzPz/UkhACeIFcCUPyu9nBymL/NHWYoMeHde8UsM+v1liJQ/6osQ7r1Wv8cbAWASesNz9cMUn783YY75rEOIQ/L3Y2lMSua2hRGe++mDMwitpPUZSAJCPJds8URYw3FbrdtQPDf4c2LB62yWfeTiVDOUdwRxOWN61bpVWUy/yu5ErDfG9NL1V1Tpv/fBUvYcrQAJKEC+AFqhptjsP+Zvd5W+1l2fKZSyRPwcspl+oqiE5EQg2i+ujSlJhDgf5lNX2hJs/M2k9LEugz5JaFm3N0rfJHX84Pn4ctq+Kkp7ffdDTwjaV6W14OkTOXhr5o+Oj50BIQAki69kL3+uWxjeIEs3H0wXg0W35+l9G54f7UulSUltAXCoVfnRWy+GxDrCqzkUDejr8GE+DsHZtlLiBH/LFKTf9KfvdfkQ+6yrDBFRzeHzeBx9wKD55w7ZFrXWo3EJZI8+G+1Whe3XRtg2TS4Ab6/jwFh7lFB8pElCCyHqGyh6WIilRYqz5g6IoN6aGCfpCA9+C+3bx0gAErOEvbtt+mV/uo1rE4ndgtaVxySjmBHEMKd3n/dVTl7OIzk6YaL/ba1Dkf4+XEoY6hmBWGqZKwv93FMLV0pCkNkakWC+UT/nMAKfyrfB88sJG3uDy93IuzUAWQQJKEFlPbaxTtHpihvDzXcSwrXRfYRrvUR3F2Zx5L+exw9zpD6NepX6SMIUPMWdoj68GNHb4MT6w2dZZrJbpsyCULpxNkEYZvGcQpu9zzMcXQgGVWp2LEWJxAJiHANW1WHscLS78o3kZAP2AHGCGkoASRNZTDAcVrbEsH128D+eGssse8snbOujgJxqVbTDC2qs/OtsfbBBiESJN4veVFcw8yybSpUUTJy95NqO7krdZMqfU3V98NGNDIqvgVN1+Nz/cU7S6Y3aan01JBdk3X2QKdPZD8vmSmG9tvMQSpDjMX34oMPcWn7qvnxuaZH+mehJQgsh6qmCbojWYFeb4GXoMkBXgZ0+gC88n2MyWTyDI/irohxjeBCja/+MRNXQotMDsxvR3A3FxU9/mpN27GMMxIWWuVMY4cHz8T9binbbktcnG1JZlwXeQ4vCyFhNpBdh/lLMISLS2fkZFh8fn7+bFq/L67O7QHJDlhASUILKezqwYnIWqLOBoCtDOcmYJmIqcYVWRrYSqlIb7DvWTZ4aLMmgacm+svIk02wjvlkMHveQOb9WN7Xlo3AKI6jqydwmgbB+8Y79bXSy1NlLzwfGIomCgnNkEHg2DYq1WyVo0VLTuORNsPxxVLdq73eCmsgv24iABJQhVHi/t0qBOx/kZzy20HEWsC3b7dJ6PmcukQeGyWR65hQsopbypCI7y9rjrZjjKJ2+cMmzciof80yipROdCcAPE57zyBgwbVB7jul6H4KWiC8CmQoK+bbLfbZoyY/NP1rKiBz98uWbzkXvUPyZvRAzyLWaxSweaQldLmd5UwRK0VbRS9ZzDU/GkIGVqqC7KFY/sgQSUINSYL5l5CPjUqcrEdkgqjPfNx/FlMZRn1YnyKzoMRi6ev4QwxalUP6jsrryNapb4ykEoySb6F03W6qDDEfZQ5Tkqwc3sXnonCKEqH+t+sHUr6GaUuOMlcOkVOYFJgxP2bxPIjb+qAL5VakcBfj/Vhf2g/A2oqWhdRbDqeM+yXUpHJbMJpR2+M4sgASUI+6T2BSpM/fW3mbWB1onp90+TjQbufckGvVYTBdkeTQ8EKvSrI0J5PkVK98knixbZTkSpDHYzPxoIE2VBRBOGwE10gOqF16wPXg0T7N/4NAhoKhUNeSp8Ov0ZlTf4FoYZ0sOdKoFK0mffnxvevX74fcWAQASobK7zfFPMTfm6jOhn2v/6Q5Mi/72SWwZ3RZT8QpsJfdrY2q53lMXv7OFUGL8mXFBAH104uuefsw803UsCSjjMBJhGdc2r58Lf+CiA1R3KGPMMKDJ525F1A33kGkejgR8sV2/5IEZ46YPX+U0dI3T6PG9u41uIhqpdDoTDlM8T7rkD4fYtO5GcCwq3yF9R0v59a1EoFwKHbziyZUIkPGpgktobjONQdubOwz91d0ectNBwLS9qj6nuDc/yo5ojUG3tcT5iha+Jq9s2Hklmzga1VbrVt9Z95pOKWRPxpctCdFC0HsFLvevtceU84V1jetZWtXcxAb32eZNIeR4R0egzx/17zZCAEo5y2k1fS/hd0xmEX7YqHtyO9O9Imz+KyDGaLSWzbA4QbN6kTmgENOLFiXhptpHOKtKVUQYvPcsKkzyYbojYPoV8iqsJ7iolPT7EiLMN5DtL7/42jYrvy/PK43eRTZUuKM4WNFhq/MDyaKJyW2Ih9Dbb1Zvd1dxA+a1w+8N83A8FHDcU16OKorXPpkKJLQv95afN/ZvDo2vApQT0bn8DlBh7pOXzZg8SUEKdkwsnf/6bJbnF2wiG98hDyaknxgchwKYWhiPcXj5t2vc2v59JyztWia011LwJckL4884luagfrw4TPmZH0wGP94+nJB8ZLvztz1MdfLUbCjWpGlupYSVIrvHbbISFz4fzdu8T/UC3DawRW/Wtn1PU/UAZ8d+0q1i03mjzNtZlvUGPKivu8Q/XNABnwgGV23Z5oI3oO5D8hSmNNCRD4TFTXNG49hrcnfhueuihV5hN76O7WsePgZd+fcTf/b4iDI57YTmPKwnomWjRcaNwrcYtm9SO9WKN6DQyd9mDBJRQ49dy4reyz3DZiTwCKChbiFfLg/Nwaip4so34Xa9/xf4+ukhlFAKKD57+YUMjwnRuLDQntQ445Ooy6ZNOQcJBM7U7j3njHdlF9Ds3sCR3/9ikmuf9ccfObaIfqKL1s6oh+TyzocNY2bacpeMUU/BnWOsHz1fHTesTCfRW31xP6QtEvj31o9Ze8P1ZtZcdXkcny/ElX2xV6fYzp5fXBVJHwWO/M+/gHC4koAlxQPjov83/U1IPTxZ+/2JVUyvahQSUsE/yO0BQu0G9y3KIEVcTHwD+5nhJ/qYwoXUm9Hq5F9wa9u//kgdMKtHgAn/q9G+FSlOpN/KK5YT57xG+upI0vaq+OkjyT7JDC0Wh4TmIEKT9gdGo8LU6yrb07TEXLyta7ykD9NNhANDf0hgPtFHteaqVtMhWcHmaA64oJPbiXlF3+7c7usmycHurHFqq9EosqKjV3MscaZAVuJCAfg40vWdzJuFtYLpTY5CAEvYZBPfJ4uz9rwoIY7PE81BGGH4DbHF8sF/1aC9uvVzvAt0q1W4fgeu15KN+o+Z9Goyq4pvXZlGTh6YPGvyZMLWaqmYgXuS8blgaqeXFjB31lZ76A1hYkz2u6tzP8ac+eaN+61F/8/F5sdHhj9QCPlbXqKQIa/ioHS7NGdn/kx1quaTMpO6cNGDkHKf3MRZzaMPcqJKWRaKAWhD9GsRard97gSr+tJmBCwloNYQ/a26mVkZlp8YgASXs8jvczWLypAHqCS+PoVxHjNdhp7377HIvmMW6S4yHv/pC/acG6Eo1reYFNBe3ah4a3BTuPTf1Hvadp76y2fyZIW5Mr4P/cfOZbW76g8/fJdIRtTvIOUgbdkI5x91ba9rEW75sW3/5hbJU+OeKbVIzEKikmju6j01Z0i7K5FKZjAsJaJCdvIfTnfDBZZCAEnapyKLTZe4EM8vsJvCn9fppYJfDg32AOlZlaqzujMTzR9qy5J9cpRVS8xgKK6+qbQW9jzGKlrwV1BZ55RChdYEYovaGl4IB904Lf1/WJwAwOv6RBAtX+Wg1bOsvv1gudmcb7Cj+pfoSazObGNLp6JtlD+NCAmqy82uxACanxiABJexxBv4Kv58P2ebuJZs0cd2B7Q6PVkQ5Nd6J/GnZeY93/7TFEvF+ACWU1wrCfsjPUJs8nrukspmPa0LfftWR/7N33oFRFF8c/+5deiMhECCEGmroSO+g0uEHSpMuKF2KdGmCCAICIiBNelWkSFMUkA7SOyogXXqHQNrt7/b2yhzcXm6vb/I+f5B9e7MzD0i+mZ15896ZHxoDzY3Scn1YyWBV1qY/GN6nH+UEIkftuXh4ciwQbJyzbmuf0zegwCenpP1sB850hPOiD2pY+Tu5nMRjG3dK1sMTqG2WPXCO9Ga9wyhIQAta+E/rhfyy+iABJSyxEu8x1mFBx5LUwDeGOz9xkJgNWuAxQpi5kSYTrFYpYrmHDEyKy1eB3HOLzaaiK2Ot0G8MJQ70E9/NQycYFFsz3hAuWlK/CtgHxarqbxWphXfFm3frGoJKu0tWKBoOFLivv35eFvjI1r+TR+iAWYw1UDpmwGEUJKD9wOaI0XE4SEY5AwESUMIS09CbsW4Lxyr5quC4AToFSxjvA8ljlW/yt3l4dykZyYzi2JnTOpSx3OoYsjOLo80xVX91edzbheLqTTWF33eGqvWO5ylXv8uNcN388aG/+gy/o3vFvGXarUl+FCkuS9zMg4xj/058eaSPP6pLKejvCEB+cRJ+qhQCnS4bzmUBapuMlAJSSVOcgIIE9FIgfAayv8wfTQiGr1RAr2VIQAlLzDfbtr6gO1Y5F9l8kanz1Gk9soPLZcoFkir/IRtr5pNIimmJ8ShvnIImFJcKMdEUNWomzx9SBdyQ6G0KQn8Rr+KbI7swf1zOCgv/qS6ZUXI5lNcfWT+ZQ3JmmZgDecFVHTX7i3dUyIHwxxLtvIMHYcwqyjzkcV3iZQUJKD9X+x7lU6nf9DW/7Ni6btbgWkJZv8mpP8ZCAkpYYpfZpsgy3bHKxMJ4u5L4alu8CbI8kXr2DZLDOOZ1/446QCItuwWex+Bj/Q97YlvESk0HN8FPr4z8pZwYLNHqTqhpKyWxGvryQhURtoLbOt3xKq2+GKOBTgdxUsnqliC4U4hYbrNDpPQhei/hS2QxVCXZFaQ7auAilCSg/HJjyVc9oYtSf8gMElDCEkmRbMb4apgpfDmbAWX7V8+Xt2K/mvAzneo+MbpN/Q7TrcUvtjRFMQlxTJIHiizwZwBq6M56HqiEYNMBmkPDWzf4cI4ptdFA+PT4qmP9NiNGRqKq1EnySezx09NciFbHe4h/Mz17dPU2S7IrY0OlyogIwUD+w5eM7Dps4bhQNDIGeT5d2bVRs/7b2Cleys5BLRp+vMTxJKoOkFwPGb4Voh4fjfKTucwnD0UJKP9wTBwjn4VG3E/9EXNIQAmLjEZxY5z4XESJCTROZDZ8q4X8Yfjwb/2Gi28P6Snpn1zQccP12VB5C3D7sgKxDRvmBmKMc8ET+n2fgIGGQGjNUM7g2juSeclqYi1jlcVvPD8So5hbq4WTPDeRgVHgvxEl1V1yP+3ks1KzqkFAe8OcWjMlo+hFnGntdlcJ8VbYOE9WLIpvDQRVf7+iH7iBrvRDWQKq5ermSUN6deoxaNJGq3EMEpCAEhZ5XhhV9RO82b5YLl59BuhOtGv/+FD/Q7gjHBE9lm2e19wHcdLb8l2RVX9I+1B2tJfnycPBUcKY2YYbBXpdEKL6Lt80q7EKZfUnkK7GgVOJroVLZZ/n84BN96krDbfWrMZ7V2F3er/5WZQgWN75F9j7rvDPoapizJKc0BSoOmXD6uGxUBkW0+b4INfQHzZOqwXUdW0muVTYVEn4F/Kp43AaLasoTkAdgwSUsMyFnAgbvPva2YWVYQh6mQa/GcmnN204lrwyRB8Nfy4MLcU0HeeLo4Sk1CTUg+qDDRcubmqnRi3bV0D1pJzYuPGk6SDkwQB0EWfHx/Khqm77/bl28L8e71mz48aDlgg7Z7kbPho3Gau3sCX1PJRZqrgZzJ3R/kowT9qZEdZe6+7vXr2TyZHcCZGbdReJ41SceOj/ZxU3XFy63ZHVyoF5t3Br50+7ZVVMtgMSUIIQuN1Y/06cTb/lcC2AW234cLef6qjwtRpaG2IsH8dZ2ZhPHh4gduY3yNFU9slFTedobucUN+aHI86wC65pg2oST75llquoAYS/zefIZzhZmlATzXkh8QhbyO4hF2D78c7fEGJcpp2FjMJvludZTUe6/oowW0NIm5CAEoTIgT7lc8Q1nmuYV/ZlUh7xQ/A+L2zWZzGtOP7JhVh5Rb02rka+vNW/uOywV2sRm6AVtmM7zyXx/BZkTdaqVAh3yPj50yiptMV92Xycj4NUwoGn+HLIJ77TXqiCGCEoMCUrjpuaLTQE19tCDSblEV9Hd/x8Giqbbs1Bads705G4c/H3G109aXQqyhbQlzduSMXAWYYElLCVXGAiev5TBcULkvQZ06AyJMsHO5F2WpXaUF1IUR/Z5SpfUEgKtY5VKf4zXYCSBQ5zIaby7gP0EaC3y4Gr8eX8r//ni1xixpF+aGCcdL6IxWKbPbunDmBq1/2iS9BUg93STwyHrI2KBwN0h9x9Gls5UuptKFtA12v/uaU/PTr4DbKw55sJQppnCGFfZgvhrHDEmq0y+ZlZyh9X8RZ2NQECSleP1f65uItwRnGsWTXfrZKTxhYobVjQXK5S6zPhvxyhS0UOny76Dam74caoq1fvoYTtW9Z7zHQ8XvfyHwW2jFw9yEmWfDQGKNW+89t+8J2VemsvIS0LaENYoKR0e4IwcdWsyhBfRZj6lWEnpfwUGfmIZZDwS/8PWg/8zbB2mgelETlDmOr91Qaohy+F3KXMqzN/1Pii/GrTp63aDN5ulMCHBZB3vbAbdacXxxw5ebJqcKd+801Ct0WNprqsJfvKMTnxUmeDeYRrsLB/7wPmML929my5LrxF/gpHFd2S6n2tt7aXmfMwaVlAz3/1BtnR0H3eEUrmBYLYlMD5haS8dbCZuTVYEDOnsyqX+Js+Vr8BUwbIY8iMP4tTCcFI48wOH20xVAVeHCM+WdA47btZHsjasFUFNXysJR7fGAauZPP/aae4ueWcjN6HCoz1TJcYLavZzn9tyZz6b5JSEu8bfmnMg5+8PPWeQ9kC+vDgQdvT3ArQGihhK/nYw0lXubBXQh45tkxaWVkvqLah6QsUGb1i+chC0L+nN4fapGp9IOR13iwmsNPTXwyxSukKlBi7ctmwfOCM6UITv8unO3z53lmro97sEiY0yzrqmdVmr/HI1485bfSzTk5rs3ryMoSzfYtiJfKY9uQ+Qms5nngQZQuobEhACVsZzKa4+0T3E/0nIkxbxH+Y5RB1EmMRME838U2e7idm02uLYFMhhkWAVpJehjOnmx5EiDmVPkPQEt2ibdJkH2GaauD8xpW7JA8rGXm1/8f1x1IrwvE6ddg0cVV15+PnoLSplyly6kU0wmyTcV0V5NEgfNshASUIi9wOMa3EbVardXO4umhkWGG8k9uswqVzOO+jNr70ruH8L/PCvjbaG3azrkRBd0pqHPIYiiIlN9JlPuGPq3yN+YeWc0Hsi7TL2At/4yR9PLII09eXuUyBCseCzfbcUiHS7OW/NDv992ZIQAnCMougGv10z7Il25/N8Ncvd/6bGbWvn1k7f+ONg7GoJJl92G46oKfJ6Iju2j8LIBjNxBSf26ORRxen/qoiYsW1q2u1kemycNGcrdfQCp863TUdVzZ8v57ZZuqLYHHW+7w/VBtFH33RXTyEujqDnKzLiZwvG/TwHqzX9PQalCugHTuuTr3R65CAErYzWQ3dgXMO6K//6T6UFYY0HuXvWH/aDpIicNFknUI27aiFsTACoe1nLPuyCvB2D3E3/U55cG9PWPZty0Bk1b3AvwzmmAncnzLSP8tgQxndX7zIcsNbenInoOjwxXN7ZIHffP29VYHI1HX2klElgVZSeaIsoPHn2N9HdfCLZFOvQrkCCgyR/xAJKGE7e8INwW+BhtrE9ysaA+J6JVl92B6uIgdrRuKuICU/Xmwijhg+Ield/KT76OVwMZpT1UbUzfNmNd80wZC1HWQTrzpoPWjQuXEmoJFxUdWw81/RdDTqeA3xVta5th8K5YVfFMxLe3KUjCzUHoUElCAscyQI76wY3anD8JXNoF+afPEWYmZP+6R1v4WfB7ggzeQxlGLNQkLo1BThW/bC5J5t+q9+xl/z832o//DR8n6te003ZITaaxbUzueSdwTIFjTNETpDmFImL86EmsYT/glbh7T/+EvzoiWnxndtN2iTzB22AWxRgLXm5Um9GAUJ6DZztG8Iuq+y+iABJWzlVR50NuwYDUeE7kxPLxQwFJXZG6SfDDqRq4hhTd0M9HYIZ8y1qXmfPZ/Pct6sDlOKC2agsxBhCKf6N7sLqrRd8lMbd8Ee5IFSziIpSEAtnSuyGkhvARJQwla+RSnjPEtTV7dHc9kO3JMkAAAgAElEQVTX54zx8znIL+sd1QaSI9k31xOIFgb4ChF79B/3QwaJmeWrEI7JkX8AeZ3sGf8qC7Ots4cLkZ3LPFVGIfw38epGGaY0lJejIAH1IwEl3Eh5NhnbIcRoxWwCOwFMzg15pzhs4EN0588NKZstutywf/h24pa8piV8P9Hq9sufy8FP8mSP2cZ7c7OAf6ew2ewQdF3Ml2xpLymtwbXYcvPuoSGhyOeWMCxnoCABPVYYUHcaYAAop/sqqw8SUMJGElW+8YwZLaR3b2xWWLun2ZF0p/C3r7q+WpwY+DbgAsQVzuQhPkBwtPaPmD2ST55U+fxuuF6MYJtL0dvKZxjJWN+ZVTF1EppxQfpJUTPlZLRTkIDy8T2A7L8Zx6FNJMKFXDdfj6wkbBKXEw/96Pka/Z0+6hjAp9vO/25u+1Cro1MMd891yQqoyk6Jt/LkSAR+rwsvShyvdkEujk5mc84tYvS+s7kxtnJ05mI9nT6xdyFKElCe35QFXG/9dxEJKOFKHiAja5YU0g5XNysQN0ZGrXhbaQahWOLSpZ8JZ9jZApnPb6SyKqjpBRT5fNmSwXmgGud0v7TT7RmMtYY95pquUZaA8ncaar+/xMSGJKCEK9GE47LJeh6gfigsUU5hWvwPC5096FZEzMyrz6n0XQik39gtsTKn+GSR31JvK5vJZi/tnzl/kVWhKExAef67IPiOFaJLSEAJl9KanWDORVXtnz+huClVxvUA1e03n3KMeviaT/x9cJu2Q7cna2e471tp+mTVgA69Z15jbyX8OrBNu2G7XFLF9zwiHvIPlvTr0HfuLf5VLvzhikEUiOIElD9fGqh4kQSUcDEHuGBjzNKNLLqSbK/ymPISa/7n/JRr8f4+THjQTS5E8rXdkFde1dZd+9W10a6/WCnPp2sflJKbuSmtojwB5RMHqxA8lwSUcDEfIoe+3NqlIqiti/ncwKlnirdefYiM0oXh7eQC8rFmdkil07xTAVyt8Yu+aR6AbIck2jiZ00Faua47adGUJr5aDZW3uJCGUaCA8vzOnEBDEtB0xu2JNWOzlx14IvWWTuJlDfh23/Po6Z8Dg1BMH1gzkUP1H2/GX/wuFsE7rD/+Bi/mNSqcrfjHZiuUv31cPFvhhvP0yS9PoAT7YUH8ZbmnV5UQO7VTsWyF/zf5bWS+LNMPC5wZUiEmT/Xx1mazT3MBsfOvxF9fVhyIdH4iFYWiSAHlH7USXiVIQNMRmgkh4haJql3q6YGdREJvH3FMrq1xzB8y62MVi8lV8rXZ9U9WM1To4C9V1d/KLtb3vI1I5tU4KRhPLHc1DjFv6Z/MWQ71ZDryBs87q8TOgr6QfjPvj7yxBm+LoJ2jY6YVlCmgPL80jAQ0PZHSFlzTdRdv/NE7EEXvuW3Y8wOLh4fE9TrC3Hr6TY1sATnfXyV3EXAKh/ILz/93+IsoZNLn3jiaCVnGHv7v3ILy4MTt/VjsNT3xG4pa7uplOEIQPf7of+fmlYYqyCw49Q0ublmz57m1BvzDUvDvuf36vz8359BMagfqQYDqZOKiRjEB0bVnxV8NUCkkWZLLUaqA8k9u3JD49WwNElCFMgoZ9AkiLxVFdQXuYGxQqb8Rj84/aYQcul8Bd2PQWPwe1kxVq3T1lYbhXeP5+pTKUkXrNsMXzUVR1Hyl4sSaSBZJml1QmDIGND8n7ZmmNgrqkyRvjzQrV8eyxFC6TkcHXV5nQsECah8koMrkkp96u+H6VgwWedIXu3iV23TuM7Eaeglfe6K6MVvJJOQR8gk/zIhh+juafsgmkVJpHFDHOFMcA9SWGvVWBSCq3nvl1PCZIdWG/wFZjHlI9vr6SEhtf0xgrMVoI9lf+oIElFAAn7Jh3CtQ3HOe2MlKlDBNm8+r/bUzzyf+atMeUUoJrBS+/qpGS11s579N4LtLorMeUF82Gkm5ESvR7lFB5FkrKO2tnpxYoc4SFdiDn72kspx2NDs1sFVatNMZJKCEAiiAAyYjMQJODyByNW3wLWPVFFLDrUEN5ta3+jnd+lCoq3X5uLIa4ZJFLZqZSWZnZJdo1xKlDMvFSzmfo5Yb3VUxVT/5k+YZAEz0M0XAalmOD6ScS2eQgBLeT4qvKpExa2K7ZFMvpQL7G4AfhK94fiJbBo4/iPLixeW2/sKyZWCn67wUrcwqf7SR0rwjXLDpoNIAqTmjcWAdmgBYziT/PRozVheMlfQufUECSng/8Qhgzcb4Waqlt1IUpxlrDIYL6ZPYtO5nUMRw+XTLnLm/WNs47wPOFD3/NKNU+Yu+7IH1x0GqWxZbbUct1swEyzEOd3x8TeU4b4firBX/0hMkoIQCyIC7jFXCeuCON/IONjPWR5jJ8zPNqv5uxts2dzYJKGIIQdG0BRpabvaWWTKSBrBcxfYM8jPWM85PIsShGyoY5qbJ9dHUZmfTOCSghAKow25hXONCZBYs8zzD2YLvyTE4JlSQi2GCLnsIk1Ib2Qs/lBA3oB62gq9UtFM02JNFvTHNcPl43/rdxuloUkYwld5/0CVNEfl3+4ZDplLD9/OislhP5HZ9RCluEdpVkIASCmAhCpp+lDtLVVbzYk5zgSbNmY1CGu3csSDmGG9dCVSdtvScRVJyIRq+LRf8uqJnBEJ91P9YbpZHSKJvpIthtD8bCMVxVJU2Gj8wJUVJLI7vxKuk2XHCUmxoB2Mf53MjoP2irUs/DkGU4t4AXAYJKKEAkgqjvWG6tgB+CjwG0xplH+svDwaL9dlWI9ggRI/LyAqsXIzQ5vpTpm8XNFsJYKnJFnXiy0FX3DPlMw6+5f9XNQhoKZ7AvxoIfYIUPqULYhN0V/+VBzLValScQ8BiQw932+tPfL5H808jJKCEEjgZgnd1L62P+nGY62lv7OBBPhTWpbNP/DYIXcR7HyFo6sbRPYcvXF8I+R9ae/o1NG0QMn5q+zqtRs3KhzipE3mT2G/2M/p1j97wHS4kRomfHo7a4u+kpUAPXRa9iw0QeNjgbZ41wqeX2wMLjJ1cmtS2dpuxtH/EQAJKKIK9WaCq2KNPgyBrh2q8mSslgLjO/VtmArrpY7ISuxhryxaRKFcswasOQNQHAz4sAJSVSnnH3wmF4TWdT6qOvsLXnxBgCAH7KyvGiFfz/BBYr0/PKmpE6jNMNUUZQ2LSGfA/L8u39AUJKKEMbnfX1WxU1T3uaU/sJH5cJp1WltxkuPO0rlFAoyXC3CVZU1T3XJavX0m3mYxQfTB+fAtkFxQxJT9mGT/exYXoYxtON9SVAg34WF/Mcz/CTPtPXawmxk/vkIASSuHFlplTf7AczKgMknd9//VS05Z3cn1k3fz30q+/3/VPTUTJm4JqObdk0vy9ZsmTrn5Vu0ixhtOMEV+aTlC13RnPX5udBxl0kaP7kJd5or5pF+vu6m+mbzLGnnbHZ6ZWd3z9Hsn1Lf1AAkoQnmEWogxb3In1zZId2UXiQH9xNhs60ZDRSTM+UGsLs8uS4mv4OPRhnpgnVZSkCA4zVg1scdS3tAsJKEHI48H+rUetVWi3keRorDP1mVGoO+8IL2pC3XrdmVMrGgItjdPMa0OLBSKq8Up9dPwnZkfy/zA7jc8QAXZLqzPmOeZaWoYElCDksKmaMKMLanEm9abW2Y0CjDUE/RzrrhVi9NPGXyPMs3oyL+39TUn1eCs5lbKCXSlphyWOuZaWca+AJs/vOmSTS6qu2ggJKOEQL1oCgRVqF1dBPSH11lb5Fj0YaxuqO9TbVoQbk+Pt9VNLyPt0s1ocE9DVcrPyYsyonmLY7ZBraRo3CejGBkICroQqwhJNPbfVtHkTElDCEZLeRvi3wl7LzT4qtmy8PYwwRBHpOIs4h3qrzaab64POlltdQLjp5TylGLOGYMbnbFj/UUQkWm5GuEtAR3MI0X75QlzkdrgIlv2QgBKOMBzRhnneeh/ud4f6moxPGWsvKjnS2VNfX2ar/DwyS7SrbQji1zJNzIJvgasBqp2G68RKVkqGEG4R0HMqIJf2N15mxGzbVxVmW3zuhQSUcID/Arn9RuMrlHSosy0ox1jjJU9k2sRp8wJ04ZA42HQqEMP0e/SLfbn1Ut2NQqQ+k9OLZshBUUzSuEVAO0G3j7cHWMHzj0PY8gxuhgSUcIBpbBq3V9ngUI36l2HcQVNneUynhuxhn/kENqdkzv4ffBDXuGrxyvXLw2wJwZyUZvDpciiJvzU3D8KPOeJYWsctAlpGXCAfCX9h+egDVHbykLZDAko4wHtYxlgfS9cZsomRKGLcDujN1kyygwvCK56RRH9OMuHfMn20KNTW1nCTP/MFVEIUacm/rDQj3CKgGcXiBbVF5RyObE4e0nZIQAkHMC/MYV6TQz7Pi+GtS7qr+J4IcCxDXHJmNkf8rygh1fBoFIJi/OGbLRwBEltIIv/0zeeD8AbLFVhC2p24RUDDMFL7Z0oG8RvuMwQ5eUjbIQElHKCqWUDPWPbAoz1cKQD/D1ft2zQsBgE/OdYV350p86apgnESzW5lR4OHWu3m+Ve9EJjKy3mKE44LpHXcIqCl0J4XqleJyzzNpWq4uAESUMIB2hozZwq0cDiv3qMP1eLrdLkjDvbEXw/EbMP1Z8giUVGe74RaxpikbqigkWhG2IpbBLQlMjwWsroECBlc74V5sKY0CSjhAEtRwWTcC+UcTyx8YXzTSg367HCCkC0G10+Xsvl2O/hIBVjdUfuZstS/iIZU5XnCVtwioH8Aby0eoUJ97fW/DYBJTh7SdkhACQd4nhWLjMaHUsXcPMR3vgh7f/iQhoEIWSPVZgEaMdZQ9HeDX2kb9wTSv6t7TxGiNqZov2a2VrLVtZCAEo6wGAH6MhmazxB8zrPOvM7Rdzjd7vr7EjWSeEEy2cXRjV72K0CJuEdAnzcVUuGO5YXoY0Rtt9DCTZCAEg7xKbgP9ibzL9ZVgI+j+z7O5+riL8Yvv2OlQQ+zRdzdTAlOwj7cdBZec2r27JPCxax3h3oyJS4JKOEY3wRp53jh2vlAdg/OA+zmcwxjrBVo5jFP0gqUzo4g5HBjUEEV/CpMeeFpR+xhM95irA5wNKMUQQJKEDJJklNB06t4FYlfjcZFP/VFD/qSNiABJYj0w2RkMxRfelpaKukdYTtuEtCbS/v3YnDykLZDAkqkYa4sHDNu6W1rLZLeRRYxB9PBIihoNc3SjQGNqrexetpTx4V5o79aeT/VZmkV9wjo2gwww8lD2g4JKJFmOVRT98OlamIt/cfjukDhT8YNKMeh+GUr7U7GiT+qAaOsjrmzgpiYpI21vtIybhHQf/1AAkoQLmWGDzI0HzG0USCCVltplvxdVrF250hr4djzVUDGsjVitV9KJUg3G8shsvXIwXX9Eb5VulVaxl35QEtvvn7fhMODPN++dNk2O0qDkIASaZSF4AbqfiLudITPb9ZaJu+cOnTSRsl8dwK/cMio6+NFU5jlfTbna6jH6BKOXH/f0XRSSsUtAloMOZwQ9HHw4Gn91ZOeuimtb2uryz2WIAEl0iZXA0ypTUYgyrG6YynBiDEI7FRgmkSz02qVYa6r6YFYKzPVtItbBDRQl87O4Y5RRrzYmd2wFBCxyPojb0ACSjjMq7+PXLWhtOyDUyfvud4ZA13R1nitqY6xDnU2FGqT6+8ig0SzZuhjvE4qbsoGlZ5wh4C+AL53Rsd6Ab2fBVBV/Xj4B/m1EirTexJQwkEONA3Sft9FdbeeiSlx1lvCwfRS37ppWpacCczJ/K0o7lBvudkfk3scLCfbex6oYk4VrkAth8ZUKO4Q0OcqDHBGx3oBbQ1U0BWjSfkuGBkeyOqDBJRwiMTuHFT539K+AwXMs9LsYlEgtFjxMKDQebf4ZXtJD1vwxQbGyoyhFlsdRGnGeqgrvJvucMsrfBUUcUJlab2A3gRiDPFrs4EvZfVBAko4QkpTBI4SVt7PtAWmSDa7lBkFf3rF8wnriyDCLTWF3igqd0WqpS1wuMZYhZnVAZYNZrnx+CB4Lsua53CLgB7yQ0/HU8bqBXQFTDkZNQVlVtMmASUc4StEGl5nF6rU+yRaJZdEHX1K+PjGiHPC5CFV3ihr7FApYjUOMlZOfGKx1U6xVqSeBJVveiyf5J5A+s0ZUW6ztTRbNnUsCuhkMKs9rZFZVh8koIQD3AuDKUBoOCpKNFuAfMZd8BdxmOFqt7Q88/NlDuifQ5RDvUWgH2P5YLnFVje5sFcmazfiHBpTobhFQBs2LCHsmYdkMmBfx6KAzgFM/21D4SerDxJQwgFmoZ7JeJEZEhmVq7DVj9eaJUByGXUw0WR8go8c6qwpIkzG51BLTC3LYL7J+ABDHBpTobhFQPE69nUsCugfYBZo2iGHrD5IQAkHaI6FjNUR0y22ilf7MauBr0I4dyRv+h1hRjnf7evjWLL8ayp0MFz/44v3JJr9gChjLMLPXNANh8ZUKO7ZRHod+zoWBfR5lOmdKD4a78rqgwSUcICK2M9YX2GwxVb/Ig9rFsUpV/pkoA2i9UXrN4U7Wm+Z7wa0FKedOwMRIlXiU1MPsfq/24ogK3tqaRkFpbMDQt4fMn/P7W8QeV1/qy8kJgFSkIASDlAZexlrnMRL62XkZs0iOONKnwzEvw1Vy9WnTyytB7R2eDunFhDcZsmmz+MA/+OSrR6Xh0+H9WeOLagBeC7FmkdRlICKBAKxuii3P/8HZJN3Zo0ElHCAVmaV4NviO4utXvn6PjZZ8YGqxxabOZukzwLEH5AMU5xQJbm/vmI98ll7M3/Z21dslckZR2WUiIIEtF+jwv4GERXSkezTfvXZkOpjZpCApn2uLJ8y6zeH4sglmY+aJuNxOCQSur/NnrxbLrlZ73SuT6xbtHjjGc45QHqvS45g/4iqqf2AXfry3bhSTec+SaWZ5vDCiQsPOUHYvQ03Cui/ezbt+tuxf8KUq9vnDGxaLEgnoHuBqPUyOyABTevsrKz7DRsywBU7N48zYq3R6C15dnElchgTjj3OiwUu8ERZJM/NpftfyTnHhhwCysJdAvp4SGbdP2Hkpw5F+Ipobgj/D0fqfpPa7703IAFN22iGc8jwfr9uZTjkOumC/mcgdIf+8mv4HZPyohIq6xX0UU28leZEQy5CEudcHQZ2yA28q9hyUhK4SUBnZDSGMEXOcfKAciABTduMgs9YXYLKE5WQ+bILBugIn17nta9Ce+qBmy/Z6mZOZJ+rnSk8XpAT2axnHUkHJNZA1p+EV0/NmmyomsaS3rlHQL/WCmfQ2x+N6vpOCORunDsVEtA0zT7OZ7P+8lUDVHXBCCkjfIBMeYOB8DVWmv1XBfCJyeELlL9mpVn6YAxiDL9ErufEKE+64nzcVdJDNUA8yXlvoAoBnvueIgFN09RifjyfZMUWV4xxrrOwGJV/mPU0YJof3tWqp0+t5enxfLg5j0Ox22js44Ll5U/zdtwioAPAJHj9EhLZsezg5Y0b8o4/kICmZW6pgpiotglo76Jx7l6yJXgu8fq1NPa6ah/L2dAFvjYWe8wTV+AWAS2Bgqbdd01hlHLWWOutHgt9/Psb5CcBTcNsQB3GOo0CHvOEMNEbkxjrG3TzmCeuwC0CGo6OjNUJGZ01lnUBbfbGGXwtbsnsQHiEeWY5NJ4gzGOeuIMLq6Yv+VMBKwQtsYqx1qKJxzxxBW4RUD+zM2/D4O+ssawL6E/vvEGozLPzhJJYiVaMdQPRHvPE9fxcSjcfyP6N1y8TdDYr6LME7TzmiStwi4BGm71a1UOMs8Z6ePDgwdRbMdAaaFrmMGIZa61Zvt+0RUJnIPL9Xm3zAhX+87QzqTAeXRirJ8Z4zBNX4J58oAi5bDSuhHpQxEhA0zIp2bDNZNU1W3tLW7RH8AxdovsteVHUsRLGLuc0IkyHZx5ngtTxA2XiFgFdDJQyJFR48hawxMlD2g4JaJpmIgobD6ctR0TaCphhWIpQQ2WRe0XNJnjeSG0mHKJTWqvd6RYBTS4OhI8++ZR/duqLCKCY5862kYAqmZRb162v+MWXQIWb4uWSAKfU0vZKUnIzsUB/+/lc8KAvNnA2FN3E/7eEXgg+7WFvnIx7TiJdzq5b8Q7W/Rn9rzOGSbpy4YX8p0hAlctWoSC7qvJsazXaruRF6MDdN84vqwkMcptn7mYfYpnd944Y5zlXbGJTIPJOOX7j+NRYBPzsaWecjJvOwj8Zqs9VCP9BDmRHfHV0wfgfBd38p4Ua8Kl+QG4HJKBK5cn/tOqZNcYPKHTWSrN77+m/zzItstJK4XxtVibzJzT0mCc2cqS4/n+l2CFPu+Js3JbO7tpXTcoWKtt4nCP1qrfn0P1o/Mb/m038//D5XOZqAAmoQnlaEhkn3uL5F6vikOGEtZaH+pbNXqjeTPckMfYMA8y2xw6LpW68mpS1bYtlL9pmjQLCVmWioITK/HxOlM2Ac02AwNIVQuUnJiEBVSgtUFj/q/dlc+R+br1xWmcUPmesP9JwuJb3oyABfZgRKDdiaqtQlOXQPZ7nNbNDEXE/9QcZSECVyV6EGVfOE8pitCd98TxLzF7aJ6KzxzwhFCSgw4EhwpH6bWoYYiFWAcNk9UECqkw6YqTJ2I0cabA2hAzuqf1NK2FJhbHOg76kd1wsoGXKlNmo+9McuzquiwJJuosOwCb9veIoL6sPElBlEo2/TIYmB6ztI6UDOqCecfF/LApYi0sgXIuLBRTAIlM9TSN2dZzXEDE8F8ZqXh2RSVYfJKCKJEnlw24/1MEvVlvflF3qRWHciEIrMYhPM0ml3uphb9I1LhbQmJiYH3k+3+vY1XGgYel8M2AIAR0KX1l9kIAqkgTOj31pr4/Nkk1fTa+kAjK2PyLZIi2wNwNiJp28/8/CslB5sMADoaQ10CKGZGV7w8Nf6e+1QTZZfZCAKpMsuMRYeXFKquGRPIBPdBjAdfX6NEWOcL6c/mUux0ZPu5K+UZCAvo8sr1f7Ts6PcrL6IAFVJh/gK5NxGFml4gl3B6HkT/E8f2FIEN5N00uDmg3t4iLzNZgX72lH0jluEdArV9jv5SdX7EvANRX4MMn81jeQGdFCAqpMfkPkLcN1cg0Mlmh2JzM667/VTkRjgBscI9I5bhFQgD07Mg957Oo4sQgQN3qxMfAz5fxHHAIuWXvkDUhAFUo9lL0rXiV1RRap4uK9UNs4Nz3k4+vlSTaINIAHBHSxvRnpD0YIiz579dYJXWqSb+V1QQKqUO7FImbRC+1vzR0VEbBXotGrUO6cyeqMz6x0eHV6r1a9F8o7huEoF6d0/6Dv8kepNyQUg6sF9MAiLcCYRUZml7C7Vs3dTpxJQA8Ktebny+yBBFSp3K4CBBYrmxHILplC5g+zilc7rNS/utlWJZ4KHvDMmU5a5d+m4rZPyMhXqTcmFIKrBbSbpcJuVezu/PGBBdf1l3/mqj3xrtznSUAVS8oyIT4J+b+QlrzFZvV27iKzVMOj0QhoNWPl5HoqlJBXF9t+dkUipP13KybW4lDJvRNfu3lJk+VU8YSAZtjj5CFthwRUyTw89edNa58vwIdsa0RItLuWBe9c012diEMpO9LK2sH5DGh6W3e1PzeqKyBA4OTH0YB/zbkKcNWTuFpAz/6qBZj5q4ldHvy9RgKaltmKyox1AMUk2v0PdQ3hHA8LYbiLvRKpglaG/a3/cmCqW8Z0gMRPtNP9gHDtdKfASU/74tV4YBPJk5CApmWeBaivm6xP0cdys5MIM639HOKC3VGUbQeymJYefkXmJCttvYCk+gj49CzPP1kehxDZacvTE24R0L59rb55uRES0DRNW7QxXl8M5CTqP45ET8aqjh9d65SOnmw6Kb4otrthTAcYjCyHxauEdsimkCVbj6Cgk0jOgAQ0TXMp2Fh1/HocUwvSnKb4ibE+d8s7fDX8wVi9vfwd/pKf2jjtTKqJvp70xctxm4C+Wjvog3rNeq/0bBFrEtC0zWoVGgrzzudzs6CE1HZ9NexirFno5gbHiuAMY42VmcbW3QxHR5NxmsuQptMKOIabBDR5fg79FnzmGZ7c1iMBTeNsyADEVC0VCNSROq7EN8FaxhrjFjGraibafTDFDWPaT1lsY6xS2OkxT7we9wjo3ZJMFFORO04eUQYkoGmdu/2EgoOqKj9JJ60fbra79DZWut4rvrtZ0oaS+M0NY9pPFtxmrPZMFXriNdwioJqK2u/p+ssP/nd0lVB1trznavORgKZ9Ui7sPvrAWoOjCDd9flwV4I4Cnr8huynedAcyend0ZUaw/4Cd8b3HPPF63CKgS4Fw4wnMjHD6kLZDAkoImUmaGH6HPyuOQe4YUlPeFOR/Ly8muGNM+ymGPxmrKn71mCdej1sEtC5UphoMW1Wo5+QhbYcElOD5S5FoJK4j/V0KRdyzrXkyBG3EEyQnCqKCl5+G/wQDTcZNH3/P7vx6NW4R0KwoxVhlZGaRdyYkoISWfZkQ+vHiTfNa+KLgv6k3dwq/hiFjz6WbZv1PhVK3Um/uUQ5zwaayn+3xgQdd8XbcIaAalVmkSE/4OXlI2yEBJQQuNxE3NH26ue9c8fl3xTH9+7vn9L0jtEJxg8hPQOBFq23TN+4Q0Kdgw8r4Toh28pC2QwJKiJz9sl2DjtOvp97QiRz/vG2DTrNvp97Q4zyJQ/RioYDO2ffAuSNKQbG4Q0CTwpCfMQuhmZOHtB0SUIKwgXs1gJBKNWO1f/6Ueut0jFvWQD8EJhqNyTCL0nUvJKAEYQspy8pyADL1tK+AWbrBLQL6ICdUo8Rouyej1ejh5BFlQAJKEDZyZ9/2s8medsLbcYuAnvglBgh/f9DUwc3CgRzfzRbxwO82ElCCIJyHm/KBWsQDJ2xJQAmCcB4koARBEHbiFgH91TKS6XJcBwkoQRDOgxIqEwRB2AkJKEEQhJ2QgBIEQdiJWwR0xus4eUjbIQElCMJ5eGYX3slD2g4JKEEQzsMDAsr5+Dh5SNshASUIwnm4RUD3Gti1qE8wgta+2a+fbFgAACAASURBVMJdkIASBOE83L6JdLMKVJudPKTtkIASBOE83L8LfzMToj1WVY4ElCAI5+GBMKauwGknj2kzJKAEQTgPDwjoHOCck8e0GRJQgiCchwcEdCrUCU4e02ZIQAmCcB4eENA6iHXykLZDAkoQhPNwu4CmjAPqO3lI2yEBJQjCebhFQN8xUTUTAApjIggiLeCJo5ytnTyiDEhACYJwHm4R0EwM0XVmOzjA82vnD5+6/NSuZ0lACYJwHgpLZ3d7ZoPcnDiPzV732+uynycBJQjCeShKQB/18TFbC/Dtek9mDySgBEE4D3cI6L1t25xSwfjfvIJqBhasUb9pg5qFgwUj71/yuiABJSTZ3K5AWLYqX8n9pUykZ9whoM85fO2EjhOKANlGHUvWm5qzXxcACsfL6oMElJDgcmX9e03YTE+7QigHt7zC58QnTuh4JtDwsdmdhJ7ANFl9kIASljmVGVknnHny38+NgD6edoZQDG4R0GHI99Lxjqsg2+vTTU1FVJTVBwkoYZFHudHgiXi5OgiOBooQ6Qa3COiL6hjoeMeR6PbGvWnIJKsPElDCIoNR4ZXh+gdEPPCkL4SCcM8u/POOqLjlP41jHQdaUOHFCJTVBwkoYYmEMO6YyaqLqZ5zhVAUbhHQVq1aZQPgnz1Gj10dF0SNN+71Qn5ZfZCAEpbYjtKM9SPe8ZgnhLJQUFXOfsAPr906HGThtd4aJKCEJebhI8a6hLwe84RQFm4R0DKvY1fHlwLhM5ANKH00IRi+J2X1QQJKWOJbsziRW8jiMU8IZaGkk0hzOcCnUr/pa37ZsXXdrMG1ArRz2cnyuiABJSzxIxoz1gGU8pgnhLJQkoDyyyNfWwoIXSSzBxJQwhI3uJBnJmsoennOFUJRKEpA+Ydj4hj5LDTivtwOSEAJi9TASOP1rTDs96ArhJJwn4De27ps/n3ewVAmnr+6edKQXp16DJq08YodT5OAEhbZx6nX6y+fVKJvEsJW3CWgm0oLWehO8ANabXPyeLIgASUsMwbqobqjSL8XRu67nvaGUAruEVDNx+JL9wm+F/CZw7NQ+yEBJSyj+VKFgHc7t8oLlLjsaWcIxeAeAR0BcNX6CAI6WTsRHeTkEWVAAkpIcai2WvglHz3RCXkbiPSCWwT0XzWy7xDi6U/w/OFs8LNn9dIiL2/cuCHrARJQQpq7G79fcSTF014QSsItAtoP2M7rBZQ/waG3s8ZaL/dUEwkoQRDOwy0CWhZVdZ/oBJSvj2rOGsu6gA544wiplsrOGpsgiHSPWwQ0ozjn1AvoUGR11ljWBXSEyoKAVnXW2ARBpHvcIqBBYiI6vYCOlJmCzgoPDx48KOsBeoUnCMJ5uEVA86Ge7hNRQJsgj5OHtB0SUIIgnIdbBPQj+J3jDQJ6yh/tnDyk7ZCAEgThPNwioPuAt27qBfR6DPCrk4e0HRJQgiCch3sC6dsBGT/fBWw9ND4KqO+MYZKuXHgh/ykSUIIgnId7BPRVI2YfvMJjCy1s49XRBeN/FHTznxZqwKf6AbkdkIASBOE83JVM5Od8evnMtsD+ox7bcwg9ZPqN/zeb2JnP58nyeiABVQwvLt5M8rQPBJEKbktnl/DzgJZ1m/f98bn9Pc/nRNkMONcECCxdIVR7PV1eFySgyiB+cmntf25QE4+m7iKIVFFQQuWHGYFyI6a2CkVZDt3jeV4zOxQR8nIqk4AqgkM5tb8mY6NVQPNnqbcmCI+hIAEdDgwRMuFtUwO1xFurgGGy+iABNSN5z+Lv1v2Xejs3sycQZTYm8Pytr8JRLt7T3hCENAoS0LooIC6KdQA26e8VR3lZfZCAMjwbpasxparpZQUs7kXhI/3y58V86OxZZwjCGgoS0LzoIl7MBS7q73VEJll9kICa+LsAUKR99/pB4MZ4MMf1m/TFO8a9wfOBquOe9IUgrKIgAQ3E5+LFZsAQAjoUvrL6IAE1cjMapXRTz2cj1BjjaW8YEiNw2mR9ShUyCS9GQQJaBB+JF3vDw1/p77VBNll9kIAaeRe1DL+GNqhVXvQWvx/FGOswCnrME4JIDQUJ6PvI8nqxheT8KCerDxJQA38g0hTAMAI1PejKa/yAFoz1AkEe84QgUkNBAjoV+PC10OpvgNGy+iABNdDFsCAi8CxYddNzrrzGKrRkrHjnJT8kCKejIAFNLALEjV5snDelnP+IQ8AlWX2QgBooiiOM1QBrPObJ6+xFScY6hvwe84QgUkNBAsofjBCibvbqrRPBgvWtvC5IQA1kBlv8vAdmesyT10nIwJ03WYPR3XOuEEQqKElA+budOJOAHhTO+s2X2QMJqIFcYGujdsAij3nyBj3QwBhWdSmYO+RJXwjCKooSUJ5/fGDBdf3ln7lqT7xrtbEFSEAN1MJPjBWHPR7z5A1uZURffcaZ63Fo41lnCMIaChNQRyEBNTAFdU3GPmTypsxHv/uh2k6thD6emRnF6TA84cWQgKZTHoRjleH6RQl2S94L2JUFiCxZ2A+o/8jTvhCEFUhA0yuzEbhSvLpfEwWZLIMJt14Pt3U/Tz4X8sf6vL3e044QhFVIQNMtnwJ1f7p678jnGZH9b8PNB6OKapUrz6fXrT3pFm4dP+tA7liCcAskoOmXORH6KgF1jFH0P4YDflkDgMBpnvSMIBQCCWg65sHkt3NkKtLlD+ON2Rzq7UjmNX+24TDYc34RhFIgASWM7PfhvtFf/uSHHz3qC0EoARJQwkgFZto5G7k8v5dEEF4OCShh4CSiXhiNlBJY50FfCEIRkIASBiaiK2NNQDePeUIQCoEElDDwiVlqls2o7zFPCEIhkIASBrrjO8baitoe84QgFAIJKGFgLPox1rfo5DFPCEIhkIASBvYjD5NSpBqWec4VglAGJKCEgZRCMJ0/+hmRTzzoC0EoAhJQwsgG+G3SXx6KkJvsnyDSISSghIlBUPe+of16f3QgWmhSbU4Q6R0SUMKEZpwaXOFaxdVAz0RPO0MQ3g8JKMFyplUIAP8G+zztCEEoARJQwpyXp7efeOppJwhCGZCAEgRB2AkJKEEQhJ2QgBIEQdgJCShBEISdkIASBEHYCQkoQRCEnZCAEgRB2AkJKEEQhJ2QgBIEQdgJCSihZB7s23yAzk0RHoMElFAu22qpAfg1OOhpR4j0CgkooVQSOgH+FeqX9QE3KMXTzhDpExLQNMnlKe1qtxp1zNNuuJSUpgiZJLy+PxjhRyWYCc9AApoGedhZeLPVUudvT7viQiYj8oT+cmcQVnrUFyK9QgKa9riUH35tFm1d2SsC4Ts87YzLeBKBLUZjPnInWWlLEC6CBDTN8SQOZS7prh62RIbzHvbGZSxDdZORUgjbPOYJkY4hAU1zDESJZ/pLzQeo6VFfXMjH+IaxhmKExzwh0jEkoGmNJ4Gq4yYjM9JqcY4G2MRY89HJY54Q6RiFCujz7UuXbbMjgDodCOgPZpPOQRjgMU9cS1OsZaxZtA9PeAIFCejBg6f1V096+gl7zL6tb8vtIx0I6CiMYqxNqOcpR1xMX3zOWN3wlcc8IdIxChJQoIx4sTM79EQsktlHOhDQ3pjGWAdQ3mOeuJZfUcC08f4sCiestCUIF6FAAb2fBVBV/Xj4B/m1EirT+3QgoKMxjLHWo6HHPHEtSQUwyWh8isoedIVIvyhQQFsDFXTTjZTvgpHhgaw+0oGA/oyKjPUJhnvMExezmVMv0F9OgN8hj/pCpFeUJ6A3gZhH+luzgS9l9ZEOBDQ+DLuNxp0wHLfSVtmMBxptS+TjN9WAar6nnSHSJ8oT0BWAceVTUxCVZPWRDgSUH4u8d/WXibXT9N93UQaACwcQtcHTrhDpFOUJ6GTgnPFea2SW1Ud6ENCXFRF7QHf1bw1kve5hb1zKvZHFfeFX5ivKCEp4COUJ6BzglfHeUPjJ6iM9CCh/pzy4muMWTnnfHzFpOyGTFs1DT3tApGeUJ6B/ANeM99ohh6w+0oWA8i9HBuuivNSdZAfKEgQhA+UJ6PMozDDcio/Gu7L6SB8CyvNPVg3s2GfOTU+7QRBpHEUJaMj7Q+bvuf0NIg0Le32B6bL6SC8CShCEO1CUgIoEArEvhRt//g/IJm//gASUIAjnoSAB7deosL9BRO9r7X3arz4y41dIQAmCcB4KElAtKVe3zxnYtFiQTkD3AlHrZXZAAkoQhPNQloDq0dxI1v55pO43T+Q+SQLqlST+c+ifRE87QRDyUaSA2g8JqBdy+oMwABnanPW0IwQhFxJQwrNoRqrAxZbNC6jHaDztDEHIgwSU8Cw94dNPOBlxpbcP+njaGYKQh7IF9OWNGzdkPUAC6m0sReDv+stfA/CDR30hCLkoW0DXA1aGW1b+rdcJwtvu845InVc5sNBozEVu2koiFEVaFtBWsEAZ93lHpM4mFDctfKbEYasHfSEI2aRlAX1x5A0K0Su8d9EPXzDWSAzymCcEYQfKFtCHBw8elPUArYF6GS3Mlj2Xo7XHPCEIO1C2gMqGBNTLaIWVjLUUbT3mCUHYAQko4UkGYgRjDcFnHvOEIOyABNSLebZ6cKc+s5xUlCN51+cf9xh31DmdOY3fUSDZaCTmxU4P+kIQslGYgCYdWr//PmNfPHFC1vNKEtCEMaG6uAFVW3mxrpZZk0+MQii7xwmdOY+k/JhqNCaicLKVtgThdShKQDXTM2olgHv/pPFODWu78BZQkIDerwJUGzt/avMAZP3T0c40/YF8A+fO7JkNPjNSb+5GNnC+hlXQZT7cLx71hSDkoiQBvVdbH8vp/5PhVtoV0MTqyCVOFq/VQaZ/5T2s+aVziZgi7y9JMNwYA/+Zusld/DCO867jPqPAtT6i4TWHWnFmIU22kLSqZdGYYu1/TnGJZwSRKkoS0Lba2WfZLm1jtG+1a/W30q6Afo0chpJGyY1RW9azf1XQ/6bJo49LP6VWbzF8OB3h96Ue9AgzA4GwvKFA0ByZT+4uqP97lpK3kEMQzkJBAroHyPab9mvCOA6Rt8R7aVZAEzPhN6PxMCP2y3h2Xziixx+5fnp2cajn6+60QD/Tx/XNNr69gOt9cmpFMFc/uTXwVvmh8IxT149NyoWQ31Nv7jSSbp6768bhCG9GQQLaAdgmXn0LNBWv0qyA/obijDUIn9r+6PUotHiuu0oZw/nu0n59Gcwx4vQH4pziojN5fEl2bmz+UAAGJemuXnZC+EVnuyTFibbhgtwPoIrRBK8oAS2PaobL+sAfuos0K6Bfs3NGfqucHCjtUM+4lz0MRbXXp1GY+TzJj3vluIMeR1MBnxivm6OJe0ZNHqgCogtHACEr3DMi4dUoSEDD0ddweckfpXU5KNKsgA7BeMY6aTYftc5tVcBVo5GYD1t4fieqsy2i4f0F45N3jOnRb7q1aeVeRL8wGndC4ZYpqKY1/Af8q/36Z1Nws9wxIuHdKEhAQzHEeD0MWCR8TbMCOgEDGWs7atj85AKzv+JYdBf0txhzKyUA8Y6652oW5xR3h+qfk2wyxOxfqB2+cb1XPD8VGfbqL2dwvofcMSTh1ShIQAsw77HPYxApLEKlWQHdiPKMNQq9bH5yGMYy1m94V/uvFaC+Z7p1ALEOu+dakjoChQbPnNI2DCGSdVeb40fGmi7jX8h+HoZjo9EYYFpSItItChLQDuCMsTj8T0DdJGUI6L4+lfKVaLFE3rrjyzDugNF4Hm3YPrOBPmZzsf2ooP2zEUaZbrXCAFmuuJ8eCFmqW6G53xH++yQa1cMWxlqEDi53i+fn4R2T8Swj/nHDmIRXoyAB3Qr4GSPo+WZAm5cKENAb9fSxirk2pt6YYRQKPzZcf4iKtpdbG4f+jLVKF69wgAswpv1bxQU542ioC/kdgUZv+yE2wXKrjmDDRkdjsIu9EmiB7xmrPWa6YUzCq1GQgPJNtTJUvOdk0XhcFMg3qZi3C+jZaEQM3X3x+KxSUH0r58HnJVH8vO7qcTuEnLL9wR0ozKhtO0wQvvRGBvHsQcp0X6//sa+CScbr5GKYbzSSbl55aTRmozHzTDlIvus7kUpg58PjmUV5Ip2iJAF99LYwkwvQWw+riDM7WV24W0AfxeJt8dxPykSVarOcR6/Fwbflwq0/9MmE0F9lPJeUnclR/Jevj+4UaFJroNLUTRu+LAJuuBwvPMBNVTCzybUI9fRXWxoFAqoKM/Uz0tsBKlNqqS2IdMfG2OsC6o5ZL+HVKElA+aS5RU0CyscPjPB6AR2AcsY50wTkkbUO+qS7r/gr4m3prWhLfI/w0/rL+0XRTbzSzMykP925TlZnHuAXYd/LyA1k1X193BBQR+f0Bwro/3aDEKs/j8ZfiGJyOrmQFsx0WHiF9668LIQHUJSAavn75yUm48WC7nXyyXrczQIaH6wyndJOKYHl8h6/2K1Ezrj/bZc5qKYFwubrQul/i0XRp4bbT1d93KDRJxslVhS9CPO09MmcWliReFIckZPvav9FVxdF6HHdJy/LIccG4UKzPJI5O+BK5rJJCZ5F4m93DEp4M0oTUAdxs4BuQkXGmoFWch5OmipOGn27yzx5/bINkK3NwM4FgfLeHzL/BhvRgLHuIpPwpRnirok3XrVErme6q3vVgdgPB7WLAZo8c4trD8JhWoYZhKpuGZTwZkhAXclU9GGsI3hLxrNPagOlhkwbXdcXOU+m3pxF80MhnfRm+VqJZzYvIWOSyfpJF225BxkuG+4klMfn4lXijGjd3zN2ie1BCo4xGRGGtC6zOR95BQ2JtAgJqCv5AuyOzT/Ib/ujyXWQTQx0/LsqsskOPDq1eOK8Pe5N776te+WClT7e4riWFcdCk1ENU3ghBvhz0609iDEMknJg/oRFbixTomkJ/8HCVPhoM9AKKEEC6lrm4EPG2ibnnW86sl7WXya8i0ZOdMo1nKukj3ctc9zRrlYyCaS/RZSwihuNv5gGOXHW0THsJflTFZCzZGYg2Nk/OIQSIQF1JSeQnZkF9pdxBCgpKzYYjbsZcNiZbrmAnRmQbfTuv/Z8mQPBW1Jv/jovrjJRSJpGyCEew0r6UsUJZycSVb5s0vm68GDpj2OtwrS/JrL3/c9zLhDeAwmoSymEucbrW6EyZHCHWdLOTzHIiU65gEsZ0VrMQfryY4TKC7vibw7Io5WkvAONkvS0OrjG8/7YNLYAVLrwpATOj10ZqAdZEbXOJvHq8f/ctehKeDkkoC5lNYINovm8qiELtC1MNtt++oU9g+2NNMV7RklpJ9PZ2UFAUM5A7Uux8Zxk4vAgcT2gkD4tfxZcYp7IAxknswjChZCAupZOCJ6l21M+VBI579j+nHk+0BMo4WS/RO4t/XzQlAOOl2S7gBDT3+1RJI7JeHYMuJYHNXzK/uZg/s63Z7Wp3qDnFsN2fGuMMz1xCFmpihzhHZCAupaEj4Bs7T7r9RaHQnJy93xldkzwD/OMyE7ienu1bpqX1+Hc6lPQnrF6sVvmqbGJ8zEcL1isVm2VaLUNGY0v+MnV6Aw64S2QgLqatXE6lQob/jT1tibWozJjfWE4kelM9maGf8NRE3rmAT5MdKyr7viOsZahtc1PJhXAZKPxFeKkIq/qo4x+jpv0MbI+ku8iQbgCElDXc2r+l99ulRnS/iKYM4U3vswJQzqR2982KVv+/dkPHPfqbBjqXxEuUhaEoKtjfZl/F21EQ/3VlQkNS1dqtfi59JPbkN8UNZ+YB7sk2t3Ph+wLtP0kb6uAAKkUoQThbkhAvZQhKGnUnZ54S1z0Sx4dLG6uhE91dBtY8xY+MEz3DgU5uK39qZg0T88sdNZ9fdnHT/Q2m/T32CCzowaD8ZlUwzvVgMAipSOAGDoARHgNJKBeypPCKK+bIPIvuiNA3MpPaACu8fJDBxfWBto4uI+yHjlMoZfTZB0yfZOVYs2mxDu6VCWNxVTHjyvAp83qbdtmVYBZ+SIzPgC7ALvELI+IOZoVVVRaMS74pZX5LEG4GRJQb+ViLAI+Wn1g87DsCBSTIfMfIWqneLUxg6MbKW3wtclIiDALE5LNk1DsvTeiiKBvQ24dVwUI5ao0dZH3i3e0c9DItsP8JZM4t2CSl/L8CnxgbZjHp4/esvY5QbgbElCv5X47lfgGXF6/GroHwcbkeLt91Wcc6r2wWSxlU7MKbfIZjUyhgG+UVi+DsogHrlYgsqDW+czCokM1LuS25Qf7mZXAGyU9VSUIb4QE1Is526Vo9kINfzEsdzbCF6bP+pgds5dPJO4zVi9Md6i3hLxAuZ3JfMqeakC0bm2gFIKRf/Fjnr80MgSRGGn5wY0oYVrNTSkCObn3CcLjkIB6LSnf59BNQIMGidXl4gPUTCT+38jk0D5SLC4yVhsHvw3+UHNAXM8vPikOcNwm7Z2rUKHpC/HTv/JA6iTAyxgsNhrfI5f353smCAYSUG/leVMgX88vB1ZWoYAu8/lfKMB+ngky8yybUx9Man8+t2PZSjSlMHJaFp3cR078CgWShPgklDWGbp0LhL/Eo4sRZEi5/1sgVjriBUG4HRJQ+3m8oHWVys1n30+9pR2kNEXkj7o55vG3xEOgh1CWbZAPF2R1eOe7ZpWqtFlsCOefgwqmGewmU4ZNuziAmFd88h/Thn/ze6IQG/+bkAgZu/kbU5tWrNZhVTw/EJAKhO0K3wFC3vzrn/qglyNOEIT7IQG1mxmR4h5P2FeuOJk9D5GGFJgvqqKZ9stlZGc+Tw6GnKNNyWP0EaRR8/SdRpvqsN3LDVkll99gNPoy1iihMv1i+CcM9BfHjFm1CyqpZ1OGq8AVrFKAg3oU5TgiFAYJqJ2kfAjUmLtn78K6QFMHT0JaIDkGq43GfyHcCe2IWXDa1GAnCsro7lV9cI2W7NszqzLQXZSpdZxqfDKfqFXhv4qgkmN/g874nrFWC3r/I7gKUDVfsX/XtLeARuCk0+OfaCGIe0ir05ItCMJLIQG1k+EI1Udn/h6JHk7q1MRuFGCmY5/oTuj0YM+Y18YIGd11QBb9IckVQYacR9+okDEj4JfNB8UcDK/sgEWMtQ5NeP5nrSbmOqKzNbP9AM6aRL88u+ecEss3EekeElD7OOfju8NwfSSQO+CcXk1MwSeMtVlXTvd6oCk983hkfGh7b9sRaoz63KL2FwtmJDfj9FU4wvdLPmkbn2EYY01AT6GCHoxF1DXvAlEODkEQ3ggJqH10Zjc8RglTLln8t3T8uKXWSg5bzAe6ENwgXf3eB92g+tn46Yufp46efYK3Qm32rHonUZtT3oNfvSZVy9ZpEYsQBxX0dxRm1oHLYg3PJ/kAvhN0UUk3m4FDMcdGIAivhATULjSZcd5k3VYFvpTz9Kn6ujNGqgbSq37jzI5q7tLV9uX56T6IaDP68xahCDD+tz3oG6ibRsatlezsia8vkwDuKHIKX0YhUi+bCe2R1aGQKD4xN7MI+gOyvNBOl4FYDlk6fTGyUQAyBCGfQwMQhHdCAmoX9xHJmgXMikamxhJ/BDcZOrRJMPyXSLVZY5ZCeTw+Fi/+rKYTS66eUXpP5oKqSt+RHaOBLlLLjMdRkrE0QdAK3LUA1U7DneS3zRYM7GAlAg3RnPtDdQsN2+CD5iV13qrfKw0EOjYAQXglJKB2cQl5WbM89CnWNDv7NazSdNzf1p5dq0J3XT7P+9oX8XUSjZ4GqE3T04RYbDRcX5w9ctT8q8aPrmZBJV3DpFlBklmXd5ontI/GTaGSBrMjdZYLkTWFfpMe8B0kHHe/N8JfzE6/BpV9UHvVjOGjF8zNjdx+knGgBKFgSEDt4ilC2ODPGIj7MkfLi7syqvbSGY/vZcBEw/UEhN+TaNYP5Y2aNgjFpIKAaqGeQZkOBjGVkM04a3aGKcFXpZ2qVgJbfbgstkk6bBNCNKeq6Dsl1OD66XzdjYq/RwI5q1cKA8qfQQbH+icIr4QE1D4KYI/JOIvMOtFYF4jsn23a80OnAOSTTA832JivXUsDs9JHLA/zoqaYwShxEPz2SrT6A5lMq5vTpQ6cJ2TgLpusX3XNYnCdadHJLJDTLo69J6zF+jfSz8Uf+fk+uD8wWvh1Uur75BWo5Wj/jpFME2DCFZCA2scw1DcZbcWX58OB6C6mz7hSDnFS54TygIl5OoA8UiOcjUHop7+e3jMhH/yWSTXqhlEmI9FsZ4ulPboYrzU18CUvFApmE8x1wyypIWznxcnfjz8zWg2E2NWUv3fuu6WVrxKY7Xj/dnPooxgVMjXf5EEXiDQKCah93A83FUNbhABhUVJTWoh/FHlWXKo4xV1EMBHymgjplCD/NdGHaRaVmn/y/FusGvMfMJmNzPjHlzPmLf4CmZ/wQrY5tte3pd7+7ecQ52OssdkPeTw3A4zvwAE+wqnSGv+l3pog5EACaidrOPQRhIh/MUIF3fnyX5HTtBNzhAt+YfG5MyjCmkVh5QDjkcG1ilbu9LP0IUg+B64x1kDT6uprTIP6C51zD7tBrVv87IdPTR/f8fOVEZZvIyPg/40uLuBOa/h7rg7ciwoIHnImhb88OQtyXE29PUHIgATUXub7IaLd+IkfZoZaLI7RDWOYjytjvcXHriIHa+aEQz/TcTjLWF2lX5THqpC186RxrTMgQFwPOMYF/Wv8tAvec8QLy2j6Azm6Tv6iWTBCnT6/tZ22yKtf2LhfFaWTrDcmCHmQgNrN0ZriG3YF/btwDexgPh1sdpTIRGIox+zeXOdCHUrj0cR4XFKguJkH5ux4S/S2juFMZxvTCfhv4S+xeOoYG+PEqNWm/7iid9vYz4UYY3Qf5XPGUi9BmCABdYALM4cM/NY4BSyJ48xnEzDI8kPN2Swgw9Fcf6XZPeh/77SeKnM+Oh/lTCuqexFhUOMLE1q903TYn2ZtT00bMHSWadb5pAiyLxWOWl74ANxCecPayr0RZXPlr7XY+cmqbKcdW0xkDZ0oJZwLCajTeBe/MFYftuoly0Eu6Jjh+mggpxe5I/oIUt/ucrJ852AQfQAAIABJREFU8vHZ8Y3h+llRjBav7rfXl6OrdVbqQS33agBhVeoWBIKWyxnTZpLGhIhu5Pfg/ndmNu90YoRZ8BZBOAoJqNMYxG7L8EUkX6e7IUqfWm5nlCER3k+BiB6y/vdFrXxR9IacQddy6sniHPRmJRQVS6ZfiEVAx2W/r+mXCWG/WXk2ZWlpXS6mj65ZaaRvKscnPS9qg6s759eNYwuB+8qO553CCwSxZmVIRzQQhHwUKKDPr50/fOqyrImaEVcK6GFkMB0r2oAsUvsViQ3Bvb/6zJkf3+fQUHy7PeCPnuKm/fmiKCPrVOVkDqVnHf37934hyCMG7z8uiPJXdFdP2iLM2hxUq7p7fjmZ6gv2l7nV2qlxcalTp1K0QDbxF0XyJLXTv8ts5RHCWbMWtku1JAg7UJiA3p7ZILc+i2X2ut/Kfx1zaVG5BqhjKCp5JStmSLZLHh0k/hWCRosRSsnFTCUxHuSX2H2S4uecYmdcc718f4rSzw0fttOncXKAkxlhiEd9lnprxi9EGHdv5iFC+myrawkyK9+cU1bWF4JIDUUJ6KM+PmDx7Sp1klwKlwrotayoKu43/5INdaxEb/I3v65bpEjdrw1x3esRayrnuxMZ5W26vFzasnSBqoMMC6uPA1TG5Mn80yj2yKk9HPCBqv62hCdLSwART2Q8WB7fmYy6GOuYGxJo/lw0efFxay3qYp7JOIxoV9SvItIvShLQf/MKqhlYsEb9pg1qFtYVScsrc0Lh2rLGJ3LAt/7YmUNLA7Ufy3iuo1kAfAnHEnuswtuMNUQo8OYALwIRps8t9aMacbY/eNMswdMWlHHIDcskzozR/SLNt0S6Gt1y5DFOnDXvSIVGEIR9KEhAE4oA2UYdM8zsNGe/LgAUjpfVh4vrwt/tKk6RI6fKCtgub3Ygs5djJTJH4XPG2ox6jnTGt4TvFcP1amCFzQ9uR03Gema+l+Mc7tcA8nT4tE000FRydSGlNBrov0c0/ZHJUysJRBpFQQI6E2hoPq9L6AlMk9WHiwWU5+8tGtZj9GaZB78LgE0gaq6Asult9k9yAOUd6Yz3ZzPjl5NRCXSN+eEmf+fnA31ZHjG6uiYpyyJRX3LF5FIkSmwXZqin6sLHwaR9BPEaChLQKsj2+nRTUxEVZfXhcgG1i0rYzVhdMdORzsaYpTFZh0aOdLYPHPMivh5qm5/chcqM9RBhjrhhkUGINSwi/xNlKnL/BufyA9F1G2pfVzJaC+oiCDtQkIBGWsi4Pg2ZZPXhnQLak01Kp4mFQyXeNpjNOXvKqn78Bt+aJUJOAWzeRnrg48+8LvxonhPfGdwOUB01GlsQKb2WEz8+t7CukqmP3C1HgkgNBQloIAa+cW+xzFo73imgOxBlCmtdjRxWdooPdMkXEFSol5UanPHh2Jm4sH42VabKEx/dCuFOOuLZOPPaTxxsTwhXm8mtoinr2LquJWajMWOVk8jdouf8LxuPWQuLIAj7UJCAFkSNN+71Qn5ZfXingPLV0Mzw4/1vZjbu5jWetNAHcKk6S0+4xiFrHn2zyCIOpllaB1/GOgvO9kf3wt8YQTUcMfI2+2ygI+Yw1mizKqYE4SYUJKD9gB9eu3VYupCaZbxUQP+JQL2rB5d899PVX7OigeQE9EERhA47+fLF4X6BKG8MlueT9y/5bo3pUEFCHJBn4Y2Ue+srAWHWis+nToIKzAGktoiS8Wx/BM2/u2H2wh13urpi96aeWVGnhejg9BEIIlUUJKCXAuEzkH2FfDQhGL7y3lC9VED5/ZmhP2CF2pLLjJp3UEwfU3QuL1rp774YG6U7iFRVf8Ce/ydUa1YdM3dSYz/t7Y2WerKdEshqvP7PR1b14+Qu+r8Rh4BVjnlhieb4kbGmo5fzhyCI1FCQgPJzhdIMlfpNX/PLjq3rZg2uFaD94Zyc+mMs3iqg14oYj1f1k1yrW42sxvnkPxnwh+7ikvbJQu26NwwB95k4dW2ClqNDdV35dBmNvAkW+7KV05zxMOiDLAiWFd46U234O2U54pATFhlitiTezpSViiDch5IElF8eCXNCF8nswUsF9EF+FPphTr+Ph68e6286Fv861dlVv3Hi6uadXCiqi4F68YUvhgoX17iQO/zz1Z993H/+HT6lGNZaGffPEW2bdFtiVs3j+oxOTTpMMMWljgSiddE/0wLB7TTc1ewf1qZJj+VmYblXpn3YpOPXF432HHC9N4zu1nvKz1UR7vwj6PsQbSqacicUF620JQgXoSgB5R+OiWPks9CI+6k/Yo6XCmgrlDFUJ94ZgM2WGz1R+zMpqG5ywcJUtTEqGw7hbPXlhFRDc9CCeWgSPpIc9Ugl8d8xZLTx8P3DLuJRKq6ZMcXdcO28PzBbFu19X2Nhjv1lxSczjDdOl+92FOeb3Af6WfLfvpwhW35ic5R0+hl0TQX0Nl63QBNn908QNqAsAdVydfOkIb069Rg0aeOV1Bu/gXcK6AkuyJSS8xsUt9zqtXJ02YSQogPIYKpOPF4XAToU45hW28xOxpuxKgBZ+y1d9807QE39uuvF/PBtMXfdgg+DkcWYzv5YnG55Vv2OMYxykR+yD1i2bnINoI5+L+t8Hvi3nrdufvtAZBeTe3zAlFKOzyvjEKitHArAYHFJ4WVnhF9IpTVBuALFCahj2CagT6fVig7O+d4Kd0UODmE3ZxKz4IzFVkfwFmvmxSXh3OZg052XEcKtvmaHcvahksSgO33RS1S/PTH6nf9HhVBGFKJb9RBlqi7ybP6Q4WtMU8hf1RggRiVtz4pmujwe9/Ki4sSGMcHZ60yogezCTt+LIBWTGXqOtQNRL+fViwmOqf+93MOeK/1Q+LvTt09Mzo1gOmNEeAQS0Df5MUq/RhB3NPXGzqA6tjJWe8y12OomMjHvwS/9Oa2IlTXLVtdc+M+cYHqz1bIUzSyPmZjPFDl5OUosKN8XpQzBUcn1Jf+l4nOYQuT/jsBq4WsXxBliT2NK4gNeUG5W7m+aB+Sb8bs+oSlyS5fEs8zuAvonS1k5WEAQLoQE9A2mcKj2483nF2flR5B7JjaFwBbFHGFWHpkhlj0yvw5l+derIg/AJJ7fj7zMzLmZVLaVJSiazKccXjF/412eX6E7j/DAX62d++4a2m7ABp6/G4ZTlp+cjTKm7HHfowQvBDipfVF84ZXn15aWgdqP005j16Ip84zGj5OKBljqg9JLrj6/sqgkfFdKtJEicUWzuCxF2qyjJJ+Eh1C2gL68cUNWBSFbBHSzSj1dvErogvBLdvklk9Jgp7qfSsVmjUANo1IkltQpo7n0dhdyGKfkY2awh1UBEpH0TTDnxZdZdYubdQ6nRAtquQR1+GFisny/j5J6SCWFqsN+yyRlFLa/Z+P/7d0HeBTVwgbgbzbJpjeSECAgCdUEQq9SBCnSBEFQKSqCFEGkiyIqKioqShWlesXOtYCIWK6IPyCggg1QVAQFQRQp0hIgmX/OlN0JZkN2dpPNhO+9z3N35mRmdo7AlymnBOEu7dxyH4JDDG/6ATqa9smSQj0M2bklFPdrP8qZjLBt+W9EVELZO0BXKP/WPf/0q3smXSgZXS9ySOXW9nFjObe3pxtg/+qTp1diK0/duo8lYZweQ+dvRRXxyLBrnj++RuqjgOUIN+7rf031OIJwdXyYAVTrN6hDGBzTbxAveSZhajVASr48xQEkzvNU9xSYJ6G7RpztKGCYq2QCcLMs/4Qk04XwBqTnf7DcZqZmWyPRysPZEpVMpTlAuyEf9S56yAz3P/yDEZJ3V7jW/Mc8u/uOoHBPowOvDUHXJXcNuGny4isRoV60zjePcrRNilbfw9yO0EfEs8zzy8riCk9vZhKQgky1Xeexux1oDuWqewjKQLpBfPm5UQ5E5BkR2SQc5n7tg7BE5HiUu//U6UT1xdXl5haoAzEh/4NtRnl3a84TZVFMT52J/KM0B+j26f+SctEr0CHuC1BZPELM/4WOf51KcQ8BerZVnpdAeX0QafweiNeGvDuehOeNH2Y11V/Jnx8HhLe7qWsC0NnjzCI1gNZGUL8ZJOFV0RgAktE9cnMw0Cf/PSvmee7aDSvFgKbmd/2dkCmL2/o0VzPdj4NCf8n/YPdhrGntDk+Pf4lKJnsH6JHNmzd7tcPFn4G2x0emtceKZ5Cf/0ohz2lL/3RHJY/DVuaOARwiPh2QHtSKXkCo3hvraCekGXH5aRt1s9ove54rqA0i/nStKNG5Q5aXwJRmS+Gpd3kXmPp/ZcdhjxhNqq5pg5bqZf65pmioj3Dyfhwe9HAaef/+PY+BHk+YqASyd4B67eIB2gIbTGuzC7gc9KdpQNXM8vFp9eOR4PlFykMIW3R6w6uvbzozIxjPamX3AtVrK3s2iEXyd+5N/1iz7J0C25a3Q4K7Y/uzwEG116b7DvqAhC7577kYdd1vveerrZX6IMj9MmuvU2u8f6A6oiZtPrT/nesk9Pf0nvw6vGFaez1PLyqiEo8BeoHr8JJpbYyXk7RbNsJhdO/33BhyR1DQGmP5FSlcv7y71RjGKc6rgexrA6ON5R/LQDywvFK5ZjUeZZ5tD6Tlv2dWmtbpXtgeI+7g5Ylwz0Wf1dJ4o3Skj35qkY97vBIemafJwXTPAwEQlUQM0AvMxA3ulZxqBU6rfnbjay+v98tkaQ8CNWomRJavl4AyHkcuGmC+HO6n598k4PI6KQlVGsUjyUPDzXwlwYlB2i3/B8moIh7CZiAOmdpV7K9tEYMyHnb9JAQjtF75qxIwQHyuRBgaauOF7G6hLBt/p7aMqls2pdWjBQxj/2qeuT6uyHM9SlTi2SxAz32+4jPzCCI/f+1dH5SLB+hvziD3IZcgzXMb7b/GxKuXjMN8G7NYeA0hA6qqbTLbtUHKn/lvdDZWPG40bEUl8bEUoS9rBce7IPVoPrt5UBkLI5EwbPEr01sAnQeId1ENcHUtBF0z6/X5N4Yh5TYkezzdMCSNWPryo02BHuob+dNJSEFwz9nL5/VxohxiCn8ex+NMz5xXo8zJArYlKnFsFaC5c8uI8X6ucw+i3Kagt/D5KERD+rGoZjRd2hQJz31jNpQFMm/oW09C7BqPGxXOqQpQ4rN8j5vahkJK9fTy5uc899S5sTgiy8cSscwoyWqez6RRHrXFW9+109/ozzhfW3Ry6o20f8Y41SLHzQdbo77Hnbe11vZMnKP/fpmDMjeGqEVB1yfnGc3kYh5HsjHU3c7EAubWJCqJ7BSgf3XUn/aFum70iiBATzdBhddFLpx+IgyDPW72RTjaqbe7P/ZAyMdencS/PI9wpK4Q33l8SjCksPzbgW5BE/NqNfwky8+YG2t+LUWduXAnj2aIBl3fPjao75jlJ+TNKHNOltdB2iUfWnTH9cPn7JVPBOdpz3WhbY/c2nfsm64mnDk9ETP9mTv6jJg7oww6ejPs8vnOiF8kdji7IBbd2SeT7MVOATpAufpsPHRAReUCyWijXQQBKv/dHijX87bOUcAdHqPgTCoG6w3ucycgyWNzy0LprVzLGvft7ykXcm/nu9XPqGJay40TV6Bd8rzyaoz3C/2df8W6nzeebqhNfpyMVNfPWyDMmxw8o/zhxHUb0j0B6OWpH0D+TvUBylwzpFs80NfvM88RFS0bBeh65S5XDO6R/aiEhINaWVEEqHx+aXV1aOArCpgJbSYauEYhzmmLKV6dxYUy4HT3uZ/uaZ6Ss7GSaQjUbago/7sv/DMX7uTZPETqv4aOXo1q6kuhNRIytWvYnM7wdiLiFQ3Uu4PM1z23Pc1f7n/rakMqFTR2PlGJZKMAvQXQE20OjKF+iiRAFTveXPTOvoI2aKQ239Ft8NTip5ASXTPEKc5EeGp72h9j5B8mN0up1PLBPfor+XxGY/Jk+91NUi5rNc3dj32kknb10pIvbxaP5J1a0QOAc8C6Q5tuj4T2et2Tw0+3q1q+/qhNeQp/WblwxY8F7eXRTysWriyWYVuI/MtGAdrUNb2ZcueqT6lWVAF6MaelMFPzpdwk+NRlPg7TTGtpnmbo3R4UfI024wacPaRwEYVN8jSz6p3nhj6PU7fpDU3D7nN19e9rtCAt42o/v9SpFwU9UNAJz4vVN+vhsdcU0aXARgEa525lvTsUDdQ7xUAF6B71aeH5L1a8tVncyTfG5wVsfHTd8tUXTHl2fsvbb29xPWNMQH/l/39evXzdUVnOjnSPT//zzLFTP3XvdQ8QPGTu4sWz+ytpqI7zOcY82tLpOLh6nP/18fL3TDf8xxoidOTa/b++29eB7vr33gVUq5EUUalOFCq6Oi2dub18MIIS+/5dUO3vALr8d/eBz+6OQZqViVWISgsbBWi0qV/6vdA6ZAcqQA+inHxkUpLaCGjUIbkWvvO46Zfd1PY96Uvcgzz9NVadXjRhnN6k9XKE/rI4XRSFdNv6FDBDK16SqF0zDjOStpe4NIT+f+qMQ1sQc9B12Glori9taK9uVu9V/XlkbmfU0BsL/V+S/ntoEcL0FqR/Xol0b9pfzkaE/v7pYHPU80tHAiJ7slGA1jDNj3ayIhLEbGqBCtCcKGlVeaBmj561lTvgd0KDj3vYMPcRB0Ja9OmiZOGVxu2ukmHIuPZaJTGTtCHmlWCMUla69GkRAkm5SX9T/YqWSgTGVkxU7rMTtAvL9xAdYYzGFBsmqbO+XYsrjKk614RIn2gnN1FJ3Sv7XB0HdNXO603TDEdbQoNEO9oj8XjZKDpZx5tRkP6IllzNBI7VNNKe6FJkowC9BdJ7rpU3gE7nAhegcm84caXa6XJ7ZwR7GjpTDNARNEncDp9/vSLqau17NoehvdoV4Jt2CFMHk1oMB4LvFVeov7cGpFA19RoDrcRjzjPDHYhU76g7KleenZ4dd/2NE+e3Qog685D8ZyoyPhELJ6cG417tO0fC+ZBI1bPPJ6GlOpNGSyyQc9Y/NPyO6V+JEe9F69ancbX7LDcgsfAT6E0Tb/B+nHnn0Ps/yJY/REVv37oTlR42CtAPAKe7q3RvoP+ZwAXo/4Br9Tvr3MHw+PJmrRRsTKZ+MANDxOepihimtxc/PxSVRFv0E+FKHqJq/9u7RYurS3UCy6lwdej5PEQdH+6Ess1oPa3O3axchKpH+SUTqH7T7V0iId2n/fANhK/T99xTWX3scdgRfvJtfQK2phu/V/toXqXNBqdLzzMGVcGa4d0dnbSDVViUmwpOw0GXLhsFqNxT+SdbZ6TeSPKYcu9c7cnMQAXobCBVn314dy3gAQ+bNcUjruVdoeqYb9PR1PX26FwTtbvP9w44+1fQ2p62AxqIH4XhWteeb0K8bN8JXOnqqZNdF9BmhD/9WLK6Zxs9AnOq4znXntqcSF+ioXJXX2X8s3NvT0bw/Ggo16ep5o718s3mMT4voixeiETswNkLJiv/9fteh+UX34WolLJTgB5V+26H6WtHWmpXQV4dwm8B2gSXI/TOTSdPfTkpElVRVS8+PjQlLDgiw3gu+CMSTJ1rhuJ+5f8zYeo6/746ePv9qAd0eXr+3GcfTkVMLH4UExs53FNdyGnorIQhYHoj/zZgvNnP2bxs/tuuEU0+Q5rpdvw68bb+U6TCObJVbLAz/upBkhSPA2I0JnMLpBGY57muOye3SK3ZfsYhfTUSoRioPlPIfT0W1bFUP4uVt9S9rE7/Nwr/LKAg2yY2r5zeac4RvxyMqKjYKUDlcwtruwNUPj0xPmABekYKPTpMb1kp9T+WqLcDnao300ScdhO9BP1MO60Wj0qPIuqsu+hstOiQ2RarFxotK+vv6CdmGeqDmqY9x6OsCFCHKZz+AfJvg5l3XvhlYmq4H4CgysbrJ+VWPuicGA/UPP1QN+3FVX5ODtbrGfWE9oggDe72ZNsiof8+2FZPP37GpvyP440jN+pNVOOf9f1gREXHVgGq2LVymXvl1NLbr67m1e5+bQf67ZiMyPAat38u+iV9IUpvBMJ7PTx9UisHHOor7mnGex3VDyIUd+adnzJDzKWRjp3y4ceaJYakXLc8R56Ch8XImB1MW72CcPUK1NTadA2Q/zRDY/IMabRRzFZ0PhRKsl/+yKcfTEoBQtROoEPML95PREmexuQ7Uh+ht3+454c3egAD1CcIzVHOHeSPQVLbYr0fidSHFi9YMq06Qk1dMrM/f2fND7K3fq+JyLFr9+58pQPcbWKJSiC7BaiP/NkO1KS22g70UaCe2iE89OoEbY6LGRhv2uorMXPQL3m7fVbBblmuh69MRWqHzKvyzPD7HKJleTtMM+LlNAfyz7y78wyi/zGuUq6XQ5TY1OdKnqFc25VTf5Dovj9+AG08VDS3A2ru0hbXxGqPehsj7h/Xz8dB7Uz6Qwy6thVtTx2teiLCGFB131D1urrKU961FT3bBA30HqevR3jbJZ+oODFALTkfKZmGWT8RFnRcuR4OQSIQ07Zn0yA4wlBLFm9/2pl2el60/zkTGmzq5XM4OPSMeDv2vGmzdmKYpOF5hjO+QVzwHlcCyujymasEV2T+TxsXmIfUVyJ8sCx/p6TYSGNP0VAqS/2a9sbz2dXB0kYPFX0V5V29VNcGO8Vj10pANyMR33BIEM0MuqK68nujRa9W4UBNo8vtW1FAZvdO5YBaP//rwAWYi6quQbPfkqL+8GZfomLFALWml/k6b6E6L8VEOFB2iWh3+ddEcTG2V5aPOUNMY2S0VudI7oxZ7qJZ4u2Qvr9ud4jzmCzvANxTe+RE4nZZzFkk4eb3H79z9FPv90QQeuV/Zr9KUX/Kf99zZUbz23bJOZni4eYn4jrwtg+m3zlm5vtdxbye4tp1X3k0VNviixakD3iqZyNztg9RH6+GIwHN1LZL/0wOQmPxxPYHhCD8UXFdevKpKIRqjxredKCPGFskZ00tlC9wZJYLpGGVe6WXxwk9iQKPAWrNWsS5rqoOlFPbVCrXYK6e4atCtDnbBqOLq+XRMiSJFvLvItHVK+jXBKyW1dndXX8KOZ21UZwrI8W1Z38EiRdGyxEfarwKioyEp9nneuCGDvo7mIzJSMsSX4m5xighiH0YUC89v1dOuO6g0d2jId3vqTH8ASnadPv9hToiaQV8lAo0GDy6WyQcj/UQo5fOAKKN+aW/KQO1tcG+SNf18ol27nFgLu47pJhO5300LvyuRMWMAWrR9aimvx35tQ7ai3/x0XC4H2U+DrRXPn5PxC16Av03XL+Y64Z0/bJ0dzq6qwtLEK53Eci6BUnqs831EjL0hky366+9c0UzLjUaJeV/5hv1PHZFKltEt+7bUXTVl1aqh8c4PVIlhEw2WpD+M0VtxiC19tyIfgNamNZygh1nZbk9Xjk6SX24KV21+XyiaHQ1BKa5T5S47i2LMvcUxUfK4x25sFbk+TM6grhC70lU3BigFp1ojIiJX2ef3X5/DNLVR3YhuEI++1q/htVa3LlezgpFHVH4aRSqL9ovn/iwFzBW2/NYXURN/jY7+9vJUairD2U/FlKvD0/I+xZVR5Te2HM6EDp4m7z/4WQYKfaYUjR+3qw5c0YqF7hLjDM5/cL19Wu0nPCF68yUAK3w4kH52LuNoGX6HDFMydN/rJjz7OpD40UEG0F/du2SWa+7Rwj9t/fNHT5lORbHxDQizXPl7P8tmrVcSfoX1Ge9bXGZ6aIxQ3QFyI6RTPPSz0Sfwv6HlV9Sx6YynJOC2VeUSiwGqFWnBkr6BWFvLQWd6PVRNf0+ueOv8VqAyt/U0reKcjVVP9HPuBzs55r9Ym6Uvlkt14x5y4y7bulmrWC3U2qqbyU1R4zesP2tivpmPfWCqxFUUd8sLhIpstrkyT3U8k3KSqGnTvpKzUfDMdGaSkyB94RR8ksiXpFFtwLzy7JeoqXWFrWLgGGvaMhaSB/lmel4t9roiqhkYoBat3V4VWdI5cHGDXA0koJRa+6XP306uQySHeiiFZ9/sVsyIhtONb9M3jw0zelMG7rZVPTHAw0jkdztRdOr9VODEx2QItvpzYjkwbhNXj+4coiz6vCtcg9MUgufkNBowVe7Ph4fjcrqU9mjEp7OXqTcv0c3fezIN5J4iZSthGmc1owp5xkllp2FrmJWjLTHvfaKNmjKOw7pPnWMEnljRVwjrg+vRA3TTg1F1/28N+K5IZKp+0DBjoQ4TR2Q5qrPA4hKJgaob0y3l+nKVd+DWv4dEYNt3J/vVoU8mME0TeW5BOxyb/WZNsXcG1LQbK3gYAtkiFE970ek6WCZ4vVNlgPhQMs5q1c9lgkEI6ZwpyPcgkGu5bO1sUBdeC4YafetfH9BFwlt1CahAwH3xKRbJPFk9z21fYFrV0dI4Sfc7GqanvnUZe6574hKHAao39wIhBjPE5cpAfqCn4//Cy4zreVEi+eRyu20q6H5iTpqa6SrRN8jl7tFe9Ltootognajn5qq5Hx2ob/0Z6frYWvOEFTXd1yXqbcFeEC7rpwGVNijb3YgDWKY/J153qV/6RotoBC2Olyzrp7rjUZ8BEolFwPUb0aLPkhqnJ0ZIB5AGu9QzszoWL/1sLyzre2cc9fEOTu9O/7n+cwLvwjN3PmyCfFKntXN00B0EaLEhO8VgFoTmqVVaz2pPBDroQ9TvhZBGqc+493dFeGupqk5r3esUbnh3cb4IlvhRNnl6pmsTEGoOmFVKj50H2UU7ijgO0699eCYh1a4B0+ZjqD71SHyd7ZB3C6PuxEFHAPUb26GEiMIy2ia6lBHmNeGeTt3oz4Wx+XuWT82NteKrvjMm+P/iDz9/svgsGjzudRUVFfcSLfO0y1zKpJk+WvUucVoBgppWji8mX99XjAie4y788ogJLhanu7uo1Wq6mt6QXNUUS5uB04aXBVIQ6Z4kPEEMl3zhGx1Bm33+AUnp0SpB4t+wHVa0xyIvW78qOYOpBQ02RRRoDFA/aa1cgFaR3u/HtpAuQxTRwI9VE7J1EbXtk0CgowpNOYEI/HWx5+4NRHB3nT0zop0mK4ctyNyPMNNAAAZkUlEQVQ5Vx+LxGWYGAl0FMqYipqhoSz/Exp8tzEDJ0KmejkJ89aOalqGDnZ9+4dxCL/u4ZmjlNAcoo1tutmJXtp4Tyl9HEFq0J5JR4ej+hEqeJqpWbGvHqSWU2bee4WEhq5v2NBKPVjEnZz1k0o0Bqjf1MctkK4dcX2Xm8bWQeit6lvycxXg0N6Wr42HQ5uC+AVIk9Vrs5P3SFjm8XD/1huT3StDMUwW/dLNrTgnivZFv8E0NN0BhzrQZxcgeNLo1Ji46vffBslokFpov7/61OyV7gFEvoxAb3UkgJzFkUYyLnWg5ZPzps+bcRUk/bfCj+VQYfZe+ezWO53o4PEd/D+ZSFd7lMqbaqCee267vS/NmLP6lKe9iEoGBqjfXI1Vz4ib0TBxb7tpJJ5WygZB+kD/8alk7dLw90j9XbYsBv6IPJDfofL3hRTmGmtzTVCIeMbaEObRN29UX1w1QIRruJKqiBUfLwNt9F6gcY0gma9avXc+HUOMB6+fhRmv398tp1c90TVVyG8txIWrcvkaNNpzG6Y7UVu/TpWPpGOCT2dGVNwYoH5zP0bIB++rE4aYdguyc6tio+j7aBrPcq+kXg2OMXVxVC4qx/z7QB6NQexKbenFCO0JwQhzY6nsRIjepXudiNZi9UBVSGrzzwHi2eeN//126wsdRYg+bKl+hpdRw52Hj7v6ep54qkUkIppMP+beMndF7yQEV7nD8/NP+aD56ejXjrA/fTo1omLGAPWb76QIdcwh9VXIi6ico9zYItjU/LGFGA80t6J5KPitXk1qea4vcOUzaz+a1RQYoe73KRLcjc5nqXPPyfIHwUDNMfPubeKApMZsVoyIzfbPfvLhUw3FUh2rVVRda5pzST4dJe03rf1766yC238+Z5r6SbQAXeJxS6ISiAHqPzeiqfGg8NtY9W66b56JOWaLFuyHkGCKzNxEeDPcZe6cMtqNeHljDrj26Gj0y/wsHO9qS7tS9RdGevejHcrSpDitqOK9wd60A83HZTAN0Sd3Mo89572heMa0Nlu5iCeyEQao/xyugtrqvXPO8zG4UcRk3nHlP0SIeHtu7l0uZ+Jbr77j2As3t21/62uuly2/lUNTdQD4s3PDXYMmy/KaDhVikpsaV4rrgJnykaU3tekwePlpebinsewLKW8rqEGui8asNY9PemyVNy2kZDGWtGkCEHk5+22SvTBA/Wh3bUgNR025tRLQT70u7CVu2l2Wik6W+9ThPVwqoqDBkAphexU4mo+eclOycld/zsM2/wfpuHvta8Cnt9vlYX7x1VN/55/1mDo2HmKmenXwW/M0ZF2AIb6cGVFxY4D608kHtMk1q+ujYz6KCNNPu4v+jOfizBOy70Gcp9QrrKMTItXvzPQ84uZ6SKbhOb4ETnrctBDammeCz0mG2qHq0BVAwwnTJzUFGuz3tGc+HteGj9bdpDZdILINBqh/ZX0w++EFrrdEJyTTC5dTTnWQjP7mtjrj84x9adHpd2c9vPi7AjZQbuFNE5AM9PEWfpZ5uLnXtKe8p5sg7RO14LOayDyRz14efI/oQ66V3yMlryZPIgo0BmiRaotQ1/VYM4gJ5OSvHc71RtF6p+ObfPfzr51AlOt73nXAUeih5fLzT1n3i5/95bVh9u9FVSMHj9ZSJzMprGvR3XhPf76LuYUXkQ0wQIvUoTBEaCPMH28EPXcmIlafYnhFjD6oZxE7Gw8k6Q3el4VD9O70xetS0BPasH1fV0UHsXQkQtri+vH2IKcXV7h7EtFLe77wd3eULfiB8KEvNvzi9dkSFSEGaNHa6ARqTFjyaNtg18zC5wcAbResX/9cW2BA/lMT+9sgVAK6LN3w6dxmQHk87uPhZjhQ64mPP3v5hiA0UTs9vaROAGXohfleHGxDGZSZsOrzd8bFI3FTAdudX9JQ9OevfO/RAjYiKl4M0CK215jlI3yhUeRqzVlmbjGNdflLKHpHa99ZrhvK+/QOSVitV8o5TmuEOtY9yYcs3qUPyn+3/P3cUf8v1Lmgy8v9jYHoxi3KAWU/tXDGREWCAVrkPuhQLiqh9qPmt+1Hl/Zr2bLf0mMe9/G3hZBGz76+Reub5/dF8McX3/5ist++7armPZ827rj74yXTD1ehm3dH23xX18ZdJxU4cN0flZH2apbyy2djGzg/8e7wREWGAXppmBmE+L4P3Nc9HJFvXnxrb43I05/oRX80LbhAezTXR0jJGYXEw34/PpElDNBLxObW6m2yo2dRjPA+O09kDvdxtJJ8vIeyrmFGcjpgvL+PT2QNA/SSsXvR1IdePFgkh94jRbhfvB+O87J7aiHc4J6WWcy1XLZ43r0RXQwDlPzgBnQ1Mi33emNCZz9KMnffkqvha79/A5EVDFDyg1+T0FNrXnSiP+J+vMjWXsuWnOb2Cl2w2t/fQGQJA5T84bMySJj0wbb/3ZuMGD+85b/AOYd5XFX5arzv968gsoIBSn7xc3u9NWcrL2drLpSKMB01NwXfF8F3EHmPAWp/p1fNmrbI7+9tvLZxXLv6bUd/UiTHHox73StrUbmYOiAQXQQD1O7+HhehXvnVXhHoMylCm6Uo14PVM/W1+aCIAo8BanPfpcJxxeh7by4HDPd1aNESbACq6yPdnboWVTndMZUQNg3Qkx+/+NL//rn4dhcqdQH6azKaq3fv556JKM0TCp1shNhpv8ny8WXVEV/ALJ9ExcpGAbp5szFo8PGRTnHTGtLPmwnZVKUuQNvh6ix9cZNrUrnS6MQNYvSV8g6gTlH0pSKyxEYBCjTSFtal6C98Ef+fgnf5l9IWoOvM0xrP0ac1LqXWXR8NBLV9nr2QqOSwYYAeTgYcrYZM6VtdiVAvz760BejtuN+9cjYJPwTuVIrD4QNMTypRbBig/YBmale+nPmRiP3bq2OUtgBtCPMYxH3VyeiJqLjYL0B/Byoag5I/By9btJS2AK2UZ1bkiXnGNSaioma/AH0FcD35zK2JK7w6RmkL0AzsMK0NM80BSkRFz34B+hRM3fr6IcmrY5S2AO2BJaa1ulgbsDMhuhTZL0AXAFmusnvg9OoYpS1AF6Opu1fjRsT7NF8xEXnJfgH6CUzP/W5CJa+OUdoC9FQKZhvLJzIxNZDnQnTpsV+AniyLeUbR6Qro4NUxSluAym9KQTO1a9ADLZDh83SbROQNWwVo1HV3L1n/xywk7NOLxgBzvTpGqQtQ+UkJDZ/76sePx0eh8s+BPhmiS4ytAlSfYB2oqk5HvqUHUN67DvGlL0DlFZX0/y7X/XnxjYnIn2wUoGOvSQ81QlTMa7tR+Qx+x7tjlMIAlU+/0Kdu9RYTvgz0eRBdemwUoIqcXz9eMLFnZoQaoBuAst6OgVkaA5SIAsVeAarL3S+6RH/ZadZxb/dkgBKR/9gyQK1jgBKR/zBAiYgsYoASEVlk7wA9s3//fq92YIASkf/YO0BXAAV83fGP/qU6A5SI/KY0B2gf5KNR8Z0dEZVypTlAX2//L+UwsvjOjohKOXsH6JHNmzd7tcNYPF1Ep0JElx57B6jXGKBE5D8MUCIiixigREQWXXIBmlDFTio4gkJsLVhyBPoUfOSwewWCpOBAn4JvgqSygf536FnUpRWgs/Nr2UREZI203s8ZVaIDVN6721aeRvt1tvYiKgX6FHwUiXcDfQq+aYQZgT4F3wzA+ED/OyzAAX9HVMkOUJt5Cf0DfQq+2YUagT4FH8XiWKBPwTcd8GGgT8E3k/FIoE+hODFA/YgBGnAM0EBjgPpFzh/5K6KvKxkYoAHHAA00Bqhf7PXwELeIvq5kYIAGHAM00BigfnEgjgFqPwzQgGOA2kuRJdrZd9KVvEzrdIGi+roSgQEacAzQQGOA+svJlsDdRXf4EogBGnAM0EBjgPrNxwxQm2GABhwD1F6K9KFkOQaovTBAA44Bai9FGqBdGKD2wgANOAaovRRpgM5us7AoD1/iMEADjgEaaAxQsooBGnAM0EBjgJJVDNCAY4AGGgOUrGKABhwDNNAYoGQVAzTgGKCBxgAlqxigAccADTQGKFnFAA04BmigMUDJqlW4PdCn4JsDjsaBPgUfXRaaFehT8E1vbAn0KfhmOuYF+hSKEwPUj3LfOxroU/DRxl8CfQY++n5roM/AR4c+CvQZ+Oj0quxAn0JxYoASEVnEACUisogBSkRkEQOUiMgiBigRkUUMUCIiixigREQWMUCJiCxigBIRWcQAJSKyiAFKRGQRA5SIyCIGKBGRRQxQIiKLGKBERBYxQImILGKAEhFZxAAlIrKIAUpEZBEDlIjIIgYoEZFFDFAiIosYoEREFjFAiYgsYoASEVnEAPXNWLht1st2j7s8IrHVM9kBPbHCy3mre2p4Zt9N7hIbVeBu5DFQK7VRBYT1A5vGXNZpyt/uEptVYEWvlNByreeccpfYrALWMUB9c82/A3RhuLZa65fAnloh7btSO11pWI5eYqcK5BugdqqALB/pq598whKjyF4V+PN6vQLVthlF9qqALxigvklHVCPDd2rJyxLQesKwckCVowE+ucL4qypQYcj4q5WzflArsVUF5jZyS9OrYKsKqL+Dg7uMG5yh/A5brZXYqwLHKwNx106+oTxQVs9Le1XAJwxQn+SE4rq8JUcSEfSa8nm6KzA6IOfkHeU0h51VPjdGwfGNKLBbBVxy2yD9jGy7CjwLVN2pfOY8DSQdEyU2q8BwoN0B5fPkIKCzWmKzCviEAeqTX4G785Y8BExQF46VQ/AfATgl76wFOuSqS88B94lPm1XAbS6C1IcoNqtAfeBTbek6YI34tFcFvpCQ8o+22B5YLz7tVQHfMEB98jGwJG9JLQQf0JYeAOYX/xl5qRewVVs6Ua/2DeLTZhVw2R2h/y6zWQVCEak/fF4CPCw+7VWBScBcffEbYIT4tFcFfMMA9ckC/Xeui3JJeoW+uA3oWvxn5J3TEUjPW2KzCrh1REaW+LRZBXJDEKcvvgaMkW1XgS6A0YAjNxJVZNtVwDcMUJ9MBP44uW7h06/pv3Hl1cBYffF8OFIDdV6FtREYlrfEZhVweQWS1grCbhXIALS3j/II7XLNZhVoDvxkLNeEdMp2FfANA9QnPRE+u6zaCGiA1orvSfcNjf7XqUTT7hq/XPzE4m/1EptVwHCqPHprS3argHIT0+SIWFgThATxztpmFeiiP7lVnHUC221XAd8wQH2S6W6CmLxOFNwNvGH8sA2wL3CnVihTgEUbaqnn3+x7tcRmFTA8iqCd2pLtKjAGSBg9f/o1QLx6DW2zCtwP3KkvrtAaQ9usAr5hgPoiN0L5yz/3tzM7lqZAexd5h/v3sfjd/H0AT64wlH+8I0L03wBh/xElNquA7kic0QnJhhVYrP8BpO9XV21WgV1OBGvvIQ8o/wjwP9tVwDcMUF/sB6r8pi4dbQaMVD4HAWuNn/YEvgjUmRXSUPXa8939hz9R/qZH7JZtVwHdJITs0RdtV4E1lY2bmP6HxbrdKvCQ8rt3+nents+JF3X4xH4V8AkD1BfnDx8+oy9+5YDzpPoi4APjp12Bbz3sWFIMVv7KD9Fa0YwGOsi2q4DmQDiGGst2q8BrQQib8sXx31a3BOqIBLVbBc52Mn4BNGyrxqXdKuATBqi/tAI+luW7gLeNEuWv054AnlBhjAIqndQWT5RTH1fZrAKae0zXOTarwG9OhOsRo/wKu162XQUUC2NEfDqGHG+u3rDbrwI+YID6yxDgRfUN5LNGSTpwPJBnVAhK8gw2lvsAK2xXAdX5CqjlWrFZBSYAj+mL2VXg2GO7CggnV82cvuwPWU6FdNqWFbCOAeovU4CXZPkdYJJekBuJCgE9o0JYCDxpLE8GltquAirlnJ8wr9ipAu2Bz43lW4GVtquASU4Y0mQ7V8ACBqgvvtyw0bXcV30DuQe4Si/YAVwdmNMqvPVa5xfVEPXOy2YVUHVH0AHXis0q0AjYayxPApbZrgImm4D+sp0rYAED1BedgC36Yk51hIh2TJcjTB/B6ylgdqBOrLCy49DMWK6vdSmxVwWEg0HoaFq1VwV6qledGuWvk2hMbK8K7GrUaIq+eAfwlvi0VwV8wwD1xSygh744H+gnPu8zbifP1kDwb4E6sUIbDCzXlpYD9cWnzSogq92pnjCt2qsCC4FW+mAiW0MQK4Zwt1cFcsshTh2FT/4pApepwxHYqwK+YYD64nhZYKxoyJS7MArx6sBdh6MR9aUoGQV305qS69cwxKkJ+nYZONSOMDargOJGYKNp1V4VyK4H3Kx2A/40DXhOLNirAvKdQGdx77U7XX0CIduuAj5hgPrk7WAg5ZbJAy4H8LxWtBSIGPXCnCuAtL8Cem6FM1+03xsxsgmMMRztVgE5NwmhWeYCe1Xg+wigzLWThjZX/gR6aUX2qsA/NYDkwZN7hwK36UX2qoBPGKC+WVlOb0Qcs8woejJYK7ncHn3YputdOaPm5+olNqvANqBF3hJ7VWDbFfpfodDJxrgb9qrAjgztbB33nDOK7FUBXzBAffTP3PYpzoRmDx92F309tGpYQtOZdhmF5rtRNaOi0kftcZfYqwJPAHddUGSvCuS+dE0FZ0zGiJ/cRfaqwNmnO1SITB9l7nJkrwr4gAFKRGQRA5SIyCIGKBGRRQxQIiKLGKBERBYxQImILGKAEhFZxAAlIrKIAUpEZBEDlIjIIgYoEZFFDFAiIosYoEREFjFAiYgsYoASEVnEACUisogBSkRkEQOUiMgiBigRkUUMUCIiixigREQWMUCJiCxigBIRWcQAJSKyiAFKRGQRA5SIyCIGKBGRRQxQIiKLGKBERBYxQImILGKAEhFZxAAlIrKIAUpEZBEDlIjIIgYoEZFFDFAiIosYoEREFjFAiYgsYoASEVnEACUisogBSkRkEQOUiMgiBigRkUUMUCIiixigREQWMUCJiCxigBIRWcQAJSKyiAFKRGQRA5SIyCIGKBGRRQxQIiKLGKBERBYxQImILGKAkp1VRKMC14mKFAOU7EwPzB3Dh28yrxMVDwYo2ZkemO8D/zGvExUPBijZ2fL/rBIfrgDV14mKBwOUSgFXgBIVKwYolQL5B+ipM8V/JnRpYYBSidMb+ERd+A+A3erSw8BD4vPYjA7lnYn1+nyob1pNPPMcA81efV2WW6Kb/EWrIETUvW2PcdQzTzWOiW0yK/swsLgYK0OlGgOUSpwlwH3qwmAlFZeoS+2AL5WPNfF6VuKqbLXcc4C+F6oVOt/SDvpTDW297lcMUPIbBiiVOL8DLdSF6krg3SQWssORnKuEoBKKVYZPHd85GBipbqEG5u9fP6NcoH799VlTgNYrg4zxi++rCMQdECXHKgGVBtx1lRPlGaDkNwxQKnnqIuSE8nFAuX5EJVHwf8BA5WMgMCZHrH8TixR1y2oXNGNyBSgwQlyjnqwPvChK7gOuF49ENyaBAUp+wwClkuduYI3y8TowHPhFWXoIWK581EeUducuDwD+Fp+eA7RxrlqwGhivfByORrpW8C4DlPyHAUolj3LBOVH5GIn0tcBSZekqBB9VPrZu/k7fYhjwh/j0HKCrtQ33AXcoH3OBRVpBbk0GKPkNA5RKnnOxaKh8ZGLYmTDcLMtZ4Wid5+drEi8aoIe0TQ9rAToS+FXfeSQDlPyGAUolUG84jsh/S3hZboPLZPlTYLr2g6y1s+/oWtspXqcXHKBR+pH0AO0Ixzm9ZDoDlPyGAUol0BLgLXkl8Jv8ILBH/N+3ojh7WqzaFCmoeYOLBWiifiQ9QKu5CkTjUgYo+QkDlEqg30XsTUCaLK8HnlcuQ9V38bndgZDuj6zakSWafnoVoBkIOq+XzGCAkt8wQKkkqosMuQluUS46IzAwKwzDROEqIHOf9nNvA7StuJrVjGKAkt8wQKkkugf4KVgNug6ovA5YKQrHAkYXzoFeBui94kJWk8kAJb9hgFJJJFrOAz8qS4+KJadoVy8PBbZqP/4rxcsA/QaorbUDXcN2oOQ/DFAqic7FIhjlxNImKEsd1ML5WhjK8pZ6xigj7gB9Tjat/ytA5V7ATaIR/pZyDFDyHwYolUi9lZy7Xiyci1aWZqpl++KBq2Ytm3qNhJpAr/fOuALzU6DussXHCwjQw6lAlUGTO4VK/YGXi78+VDoxQKlEWqLE5jx1qbOytEsrXBGujagU98Ln4mO/KzCPxl44GtOFASrv0UZjCpr3AvB2MVeGSi0GKJVIvyth94269KRy6WiU7hveIDq2wdTDsvxE+ZDqf7kCU/6/FtHO1AMFBah8Znqd8KRuG+Q5wP8VY0WoVGOA0iVmlP7+ich3DFC6FHxVr94CbelcBdE5lMgvGKB0KciORF1tJLwF2khPRP7AAKVLwmig4/qjRzePlZDwZ6BPhkoNBihdEs61N2ZTivkk0OdCpQcDlC4N51+4XFLiM3nEvkCfCZUiDFC6ZJz6bsue3ECfBJUqDFAiIosYoEREFjFAiYgsYoASEVnEACUisogBSkRkEQOUiMgiBigRkUUMUCIiixigREQWMUCJiCxigBIRWcQAJSKyiAFKRGQRA5SIyCIGKBGRRQxQIiKLGKBERBYxQImILGKAEhFZxAAlIrKIAUpEZBEDlIjIIgYoEZFFDFAiIosYoEREFjFAiYgsYoASEVnEACUisogBSkRkEQOUiMgiBigRkUUMUCIiixigREQWMUCJiCxigBIRWcQAJSKyiAFKRGQRA5SIyCIGKBGRRQxQIiKLGKBERBYxQImILPp/nZmCxFjFpDEAAAAASUVORK5CYII=" width="672" /></p>
635 <p>Data frames can have an arbitrary number of columns (variables). Another built in dataset used frequently in R documentation and examples is <code>mtcars</code> (read the help documentation! it contains a codebook that tells you about each variable). Let’s look at that one next:</p>
636 <pre class="r"><code>data(&quot;mtcars&quot;)
637
638 dim(mtcars)</code></pre>
639 <pre><code>## [1] 32 11</code></pre>
640 <pre class="r"><code>head(mtcars)</code></pre>
641 <pre><code>##                    mpg cyl disp  hp drat    wt  qsec vs am gear carb
642 ## Mazda RX4         21.0   6  160 110 3.90 2.620 16.46  0  1    4    4
643 ## Mazda RX4 Wag     21.0   6  160 110 3.90 2.875 17.02  0  1    4    4
644 ## Datsun 710        22.8   4  108  93 3.85 2.320 18.61  1  1    4    1
645 ## Hornet 4 Drive    21.4   6  258 110 3.08 3.215 19.44  1  0    3    1
646 ## Hornet Sportabout 18.7   8  360 175 3.15 3.440 17.02  0  0    3    2
647 ## Valiant           18.1   6  225 105 2.76 3.460 20.22  1  0    3    1</code></pre>
648 <p>There are many ways to create and modify data frames. Here are some examples using the <code>mtcars</code> data. I create new vectors from the variables (columns) in the dataset, then I use the <code>data.frame</code> command to build a new data frame from the three vectors and do some data cleanup/recoding:</p>
649 <pre class="r"><code>my.mpg &lt;- mtcars$mpg
650 my.cyl &lt;- mtcars$cyl
651 my.disp &lt;- mtcars$disp
652
653 df.small &lt;- data.frame(my.mpg, my.cyl, my.disp)
654 class(df.small)</code></pre>
655 <pre><code>## [1] &quot;data.frame&quot;</code></pre>
656 <pre class="r"><code>head(df.small)</code></pre>
657 <pre><code>##   my.mpg my.cyl my.disp
658 ## 1   21.0      6     160
659 ## 2   21.0      6     160
660 ## 3   22.8      4     108
661 ## 4   21.4      6     258
662 ## 5   18.7      8     360
663 ## 6   18.1      6     225</code></pre>
664 <pre class="r"><code># recode a value as missing
665 df.small[5,1] &lt;- NA
666
667 # removing a column
668 df.small[,3] &lt;- NULL
669 dim(df.small)</code></pre>
670 <pre><code>## [1] 32  2</code></pre>
671 <pre class="r"><code>head(df.small)</code></pre>
672 <pre><code>##   my.mpg my.cyl
673 ## 1   21.0      6
674 ## 2   21.0      6
675 ## 3   22.8      4
676 ## 4   21.4      6
677 ## 5     NA      8
678 ## 6   18.1      6</code></pre>
679 <p>Creating new variables, recoding, and transformations look very similar to working with vectors. Notice the <code>na.rm=TRUE</code> argument I am passing to the <code>mean</code> function in the first line here:</p>
680 <pre class="r"><code>df.small$mpg.big &lt;- df.small$my.mpg &gt; mean(df.small$my.mpg, na.rm=TRUE)
681
682 table(df.small$mpg.big)</code></pre>
683 <pre><code>## 
684 ## FALSE  TRUE 
685 ##    17    14</code></pre>
686 <pre class="r"><code>df.small$mpg.l &lt;- log1p(df.small$my.mpg) # notice: log1p()
687 head(df.small$mpg.l)</code></pre>
688 <pre><code>## [1] 3.091042 3.091042 3.169686 3.109061       NA 2.949688</code></pre>
689 <pre class="r"><code>## convert a number into a factor:
690
691 df.small$my.cyl.factor &lt;- factor(df.small$my.cyl)
692 summary(df.small$my.cyl.factor)</code></pre>
693 <pre><code>##  4  6  8 
694 ## 11  7 14</code></pre>
695 <p>Some special functions are particularly useful for working with data frames:</p>
696 <pre class="r"><code>is.na(df.small$my.mpg)</code></pre>
697 <pre><code>##  [1] FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
698 ## [13] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
699 ## [25] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</code></pre>
700 <pre class="r"><code>sum(is.na(df.small$my.mpg)) # sum() works in mysterious ways sometimes...</code></pre>
701 <pre><code>## [1] 1</code></pre>
702 <pre class="r"><code>complete.cases(df.small)</code></pre>
703 <pre><code>##  [1]  TRUE  TRUE  TRUE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE
704 ## [13]  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE
705 ## [25]  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE  TRUE</code></pre>
706 <pre class="r"><code>sum(complete.cases(df.small))</code></pre>
707 <pre><code>## [1] 31</code></pre>
708 </div>
709 </div>
710 <div id="vectorized-operations-apply-functions-and-beyond" class="section level2">
711 <h2>Vectorized operations: “Apply” functions and beyond</h2>
712 <p>R has a lot of built-in functionality to support working on objects very quickly/efficiently in a “vectorized” way. The specifics of vectorization are beyond the scope of our course, but the significance is that while you may have learned to do things with “loops” in other programming languages (and we’ll learn how to use them in R) vectorized functions in R almost always provide a faster/better way to achieve the same goals. As a result, I like to introduce vectorized functions first.</p>
713 <p>The reasons you might use a vectorized function are kind of simple: imagine you have an object (vector, dataframe, list, or whatever) and you want to perform the same operation over all of the rows or columns. Loops are good if you want to do this in a strict order (e.g., first row #1, then row #2, etc.), but most of the time the order doesn’t matter. Vectorized functions allow R to apply operations over data objects in an arbitrary order, resulting in massively faster and less-verbose code.</p>
714 <p>Most of the base R versions of these functions have “apply” in the name. There are also Tidyverse alternatives. I will stick to the base R versions here. Please feel free to read about and use the alternatives! I’ll try to introduce and document them a little later on in our course.</p>
715 <p>Let’s start with an example using the <code>mtcars</code> dataset again. The <code>sapply()</code> and <code>lapply()</code> functions both “apply” the second argument (a function) iteratively to the items (variables) in the first argument. The differences emerge in the structure of the output: <code>sapply()</code> returns a (usually more user-friendly) vector or matrix by default whereas <code>lapply()</code> returns a list:</p>
716 <pre class="r"><code>sapply(mtcars, quantile)</code></pre>
717 <pre><code>##         mpg cyl    disp    hp  drat      wt    qsec vs am gear carb
718 ## 0%   10.400   4  71.100  52.0 2.760 1.51300 14.5000  0  0    3    1
719 ## 25%  15.425   4 120.825  96.5 3.080 2.58125 16.8925  0  0    3    2
720 ## 50%  19.200   6 196.300 123.0 3.695 3.32500 17.7100  0  0    4    2
721 ## 75%  22.800   8 326.000 180.0 3.920 3.61000 18.9000  1  1    4    4
722 ## 100% 33.900   8 472.000 335.0 4.930 5.42400 22.9000  1  1    5    8</code></pre>
723 <pre class="r"><code>lapply(mtcars, quantile) # Same output, different format/class</code></pre>
724 <pre><code>## $mpg
725 ##     0%    25%    50%    75%   100% 
726 ## 10.400 15.425 19.200 22.800 33.900 
727 ## 
728 ## $cyl
729 ##   0%  25%  50%  75% 100% 
730 ##    4    4    6    8    8 
731 ## 
732 ## $disp
733 ##      0%     25%     50%     75%    100% 
734 ##  71.100 120.825 196.300 326.000 472.000 
735 ## 
736 ## $hp
737 ##    0%   25%   50%   75%  100% 
738 ##  52.0  96.5 123.0 180.0 335.0 
739 ## 
740 ## $drat
741 ##    0%   25%   50%   75%  100% 
742 ## 2.760 3.080 3.695 3.920 4.930 
743 ## 
744 ## $wt
745 ##      0%     25%     50%     75%    100% 
746 ## 1.51300 2.58125 3.32500 3.61000 5.42400 
747 ## 
748 ## $qsec
749 ##      0%     25%     50%     75%    100% 
750 ## 14.5000 16.8925 17.7100 18.9000 22.9000 
751 ## 
752 ## $vs
753 ##   0%  25%  50%  75% 100% 
754 ##    0    0    0    1    1 
755 ## 
756 ## $am
757 ##   0%  25%  50%  75% 100% 
758 ##    0    0    0    1    1 
759 ## 
760 ## $gear
761 ##   0%  25%  50%  75% 100% 
762 ##    3    3    4    4    5 
763 ## 
764 ## $carb
765 ##   0%  25%  50%  75% 100% 
766 ##    1    2    2    4    8</code></pre>
767 <p>Experiment with that idea on your own a little bit before moving on. For example, can you find the mean of each variable in the <code>mtcars</code> data using either <code>sapply</code> or <code>lapply</code>?</p>
768 <p>The <code>tapply</code> function allows you to apply functions conditionally. For example, the chunk below finds the mean gas mileage by number of cylinders. The second argument (<code>mtcars$cyl</code>) provides an index into the first (<code>mtcars$mpg</code>) before the third argument (<code>mean</code>) is applied to each of the conditional subsets:</p>
769 <pre class="r"><code>tapply(mtcars$mpg, mtcars$cyl, mean)</code></pre>
770 <pre><code>##        4        6        8 
771 ## 26.66364 19.74286 15.10000</code></pre>
772 <p>Try some other calculations using <code>tapply()</code>. Can you calculate the average engine discplacement conditional on number of cylinders? What about the average miles per gallon conditional on whether the car has an automatic transmission?</p>
773 <p>Note that <code>apply()</code> works pretty smoothly with matrices, but it can be a bit complicated/surprising otherwise.</p>
774 </div>
775 <div id="some-basic-graphs-with-ggplot2" class="section level2">
776 <h2>Some basic graphs with ggplot2</h2>
777 <p>ggplot2 is what I like to use for plotting so I’ll develop examples with it from here on out.</p>
778 <p>Make sure you’ve installed the package with <code>install.packages(&quot;ggplot2&quot;)</code> and load it with <code>library(ggplot2)</code>.</p>
779 <p>There is another built-in (automotive) dataset that comes along with the ggplot2 package called <code>mpg</code>. This dataset includes variables of several types and is used in much of the package documentation, so it’s helpful to become familiar with it.</p>
780 <p>I’ll develop a few simple examples below. For more, please take a look at the (extensive) <a href="https://ggplot2.tidyverse.org/reference/index.html">ggplot2 documentation</a>. There are <strong>many</strong> options and arguments for most of these functions and many more functions to help you produce publication-ready graphics. Chapter 3 of the Healy book is also an extraordinary resource for getting started creating visualizations with ggplot2.</p>
781 <pre class="r"><code>library(ggplot2)
782 data(&quot;mpg&quot;)
783
784 # First thing, call ggplot() to start building up a plot
785 # aes() indicates which variables to use as &quot;aesthetic&quot; mappings
786
787 p &lt;- ggplot(data=mpg, aes(manufacturer, hwy))
788
789 p + geom_boxplot()</code></pre>
790 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" width="672" /></p>
791 <pre class="r"><code># another relationship:
792 p &lt;- ggplot(data=mpg, aes(fl, hwy))
793 p + geom_boxplot()</code></pre>
794 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" width="672" /></p>
795 <pre class="r"><code>p + geom_violin()</code></pre>
796 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" width="672" /></p>
797 <p>Here’s another that visualizes the relationship between miles per gallon (mpg) in the city vs. mpg on the highway:</p>
798 <pre class="r"><code>p &lt;- ggplot(data=mpg, aes(cty, hwy))
799
800 p+geom_point()</code></pre>
801 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" width="672" /></p>
802 <pre class="r"><code># Multivariate graphical displays can get pretty wild
803 p + geom_point(aes(color=factor(class), shape=factor(cyl))) </code></pre>
804 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" width="672" /></p>
805 </div>
806
807
808
809
810 </div>
811
812 <script>
813
814 // add bootstrap table styles to pandoc tables
815 function bootstrapStylePandocTables() {
816   $('tr.header').parent('thead').parent('table').addClass('table table-condensed');
817 }
818 $(document).ready(function () {
819   bootstrapStylePandocTables();
820 });
821
822
823 </script>
824
825 <!-- tabsets -->
826
827 <script>
828 $(document).ready(function () {
829   window.buildTabsets("TOC");
830 });
831
832 $(document).ready(function () {
833   $('.tabset-dropdown > .nav-tabs > li').click(function () {
834     $(this).parent().toggleClass('nav-tabs-open')
835   });
836 });
837 </script>
838
839 <!-- code folding -->
840
841
842 <!-- dynamically load mathjax for compatibility with self-contained -->
843 <script>
844   (function () {
845     var script = document.createElement("script");
846     script.type = "text/javascript";
847     script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
848     document.getElementsByTagName("head")[0].appendChild(script);
849   })();
850 </script>
851
852 </body>
853 </html>

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